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# generate the data
x <- rpois(10000, lambda = 2)
hist(x) # check the histogram of the data

y <- x[x!=0] # exclude zeros
n <- length(y)

#How many zeros do we have?
m <- length(x) - n  
m
## [1] 1286
  1. create R source file that will include your EM algorithm as a single function
EM<-function(data,lambda.old.initial,lambda.new.initial,eps){
  # initialize the algorithm
  lambda.new <- lambda.new.initial
  lambda.old <- lambda.old.initial
  s <- 0
  #eps <- 0.000001
  # start the EM loop  
  while(abs(lambda.new - lambda.old) > eps){
    s <- s + 1
  
    #E-step
    n=length(data)
    Em <- n*exp(-lambda.new)/(1-exp(-lambda.new))
    lambda.old <- lambda.new
  
    #M-step
    lambda.new <- sum(data)/(n + Em)
    cat("Iteration", s, "Lambda =", lambda.new, "\n",
        "Em = ", Em, "\n")
    } 
  return(lambda.new)  
}

#{r} #lambda.old.initial=100 #lambda.new.initial=1 #eps <- 0.000001 #data=y #lambda=EM(data,lambda.old.initial,lambda.new.initial,eps) #lambda #

# Source the EM algorithm function
#source("EM_algorithm.R")

# Define parameters for simulations
sample_sizes <- c(10,100,1000)
lambda_values <- c(1, 5, 10)


# Initialize results dataframe
results <- data.frame(matrix(NA, ncol = 3, nrow = length(sample_sizes) * length(lambda_values)))
colnames(results) <- c("Sample_Size", "Lambda", "Estimated_Lambda")

# Run simulations
i=1
for(size in sample_sizes) {
  for(lambda in lambda_values) {
      # Generate data from Restricted Poisson distribution
      data <- rpois(size, lambda)
      data <- data[data!=0]
      
      # Run EM algorithm
      lambda.old.initial=100
      lambda.new.initial=1
      eps <- 0.000001
      estimated_lambda <- EM(data,lambda.old.initial,lambda.new.initial,eps)
      
      # Save results
      results[i, ] <- c(size, lambda, estimated_lambda)
      i=i+1
      }
}
## Iteration 1 Lambda = 1.011393 
##  Em =  2.909884 
## Iteration 2 Lambda = 1.018061 
##  Em =  2.858077 
## Iteration 3 Lambda = 1.021928 
##  Em =  2.828339 
## Iteration 4 Lambda = 1.024159 
##  Em =  2.811283 
## Iteration 5 Lambda = 1.025443 
##  Em =  2.801507 
## Iteration 6 Lambda = 1.02618 
##  Em =  2.795904 
## Iteration 7 Lambda = 1.026603 
##  Em =  2.792694 
## Iteration 8 Lambda = 1.026845 
##  Em =  2.790855 
## Iteration 9 Lambda = 1.026984 
##  Em =  2.789802 
## Iteration 10 Lambda = 1.027063 
##  Em =  2.789198 
## Iteration 11 Lambda = 1.027109 
##  Em =  2.788852 
## Iteration 12 Lambda = 1.027135 
##  Em =  2.788654 
## Iteration 13 Lambda = 1.02715 
##  Em =  2.788541 
## Iteration 14 Lambda = 1.027159 
##  Em =  2.788476 
## Iteration 15 Lambda = 1.027164 
##  Em =  2.788439 
## Iteration 16 Lambda = 1.027166 
##  Em =  2.788417 
## Iteration 17 Lambda = 1.027168 
##  Em =  2.788405 
## Iteration 18 Lambda = 1.027169 
##  Em =  2.788398 
## Iteration 1 Lambda = 2.78133 
##  Em =  5.819767 
## Iteration 2 Lambda = 4.127394 
##  Em =  0.660481 
## Iteration 3 Lambda = 4.329051 
##  Em =  0.1638913 
## Iteration 4 Lambda = 4.342008 
##  Em =  0.1335609 
## Iteration 5 Lambda = 4.342754 
##  Em =  0.1318188 
## Iteration 6 Lambda = 4.342797 
##  Em =  0.1317191 
## Iteration 7 Lambda = 4.342799 
##  Em =  0.1317134 
## Iteration 8 Lambda = 4.3428 
##  Em =  0.1317131 
## Iteration 1 Lambda = 6.257994 
##  Em =  5.819767 
## Iteration 2 Lambda = 9.881041 
##  Em =  0.01918759 
## Iteration 3 Lambda = 9.899494 
##  Em =  0.0005113765 
## Iteration 4 Lambda = 9.899503 
##  Em =  0.0005020261 
## Iteration 5 Lambda = 9.899503 
##  Em =  0.0005020214 
## Iteration 1 Lambda = 1.03781 
##  Em =  38.99244 
## Iteration 2 Lambda = 1.06022 
##  Em =  36.75205 
## Iteration 3 Lambda = 1.073108 
##  Em =  35.50598 
## Iteration 4 Lambda = 1.08039 
##  Em =  34.81505 
## Iteration 5 Lambda = 1.084464 
##  Em =  34.43262 
## Iteration 6 Lambda = 1.086729 
##  Em =  34.22116 
## Iteration 7 Lambda = 1.087985 
##  Em =  34.10429 
## Iteration 8 Lambda = 1.088681 
##  Em =  34.03973 
## Iteration 9 Lambda = 1.089065 
##  Em =  34.00407 
## Iteration 10 Lambda = 1.089277 
##  Em =  33.98437 
## Iteration 11 Lambda = 1.089395 
##  Em =  33.97349 
## Iteration 12 Lambda = 1.08946 
##  Em =  33.96748 
## Iteration 13 Lambda = 1.089495 
##  Em =  33.96416 
## Iteration 14 Lambda = 1.089515 
##  Em =  33.96233 
## Iteration 15 Lambda = 1.089526 
##  Em =  33.96132 
## Iteration 16 Lambda = 1.089532 
##  Em =  33.96076 
## Iteration 17 Lambda = 1.089536 
##  Em =  33.96045 
## Iteration 18 Lambda = 1.089537 
##  Em =  33.96028 
## Iteration 19 Lambda = 1.089538 
##  Em =  33.96019 
## Iteration 20 Lambda = 1.089539 
##  Em =  33.96014 
## Iteration 1 Lambda = 3.046821 
##  Em =  58.19767 
## Iteration 2 Lambda = 4.591003 
##  Em =  4.987947 
## Iteration 3 Lambda = 4.771112 
##  Em =  1.024661 
## Iteration 4 Lambda = 4.77917 
##  Em =  0.8543323 
## Iteration 5 Lambda = 4.779498 
##  Em =  0.8474179 
## Iteration 6 Lambda = 4.779511 
##  Em =  0.8471379 
## Iteration 7 Lambda = 4.779511 
##  Em =  0.8471266 
## Iteration 1 Lambda = 6.416024 
##  Em =  58.19767 
## Iteration 2 Lambda = 10.1334 
##  Em =  0.1637823 
## Iteration 3 Lambda = 10.1496 
##  Em =  0.003973161 
## Iteration 4 Lambda = 10.1496 
##  Em =  0.003909337 
## Iteration 5 Lambda = 10.1496 
##  Em =  0.003909312 
## Iteration 1 Lambda = 1.018416 
##  Em =  377.1209 
## Iteration 2 Lambda = 1.029232 
##  Em =  366.3487 
## Iteration 3 Lambda = 1.035491 
##  Em =  360.2171 
## Iteration 4 Lambda = 1.039083 
##  Em =  356.732 
## Iteration 5 Lambda = 1.041134 
##  Em =  354.7528 
## Iteration 6 Lambda = 1.042302 
##  Em =  353.6294 
## Iteration 7 Lambda = 1.042966 
##  Em =  352.9918 
## Iteration 8 Lambda = 1.043343 
##  Em =  352.6301 
## Iteration 9 Lambda = 1.043557 
##  Em =  352.4249 
## Iteration 10 Lambda = 1.043678 
##  Em =  352.3084 
## Iteration 11 Lambda = 1.043747 
##  Em =  352.2424 
## Iteration 12 Lambda = 1.043786 
##  Em =  352.2049 
## Iteration 13 Lambda = 1.043808 
##  Em =  352.1837 
## Iteration 14 Lambda = 1.043821 
##  Em =  352.1716 
## Iteration 15 Lambda = 1.043828 
##  Em =  352.1648 
## Iteration 16 Lambda = 1.043832 
##  Em =  352.1609 
## Iteration 17 Lambda = 1.043834 
##  Em =  352.1587 
## Iteration 18 Lambda = 1.043836 
##  Em =  352.1574 
## Iteration 19 Lambda = 1.043836 
##  Em =  352.1567 
## Iteration 1 Lambda = 3.289568 
##  Em =  579.0668 
## Iteration 2 Lambda = 5.010067 
##  Em =  38.5192 
## Iteration 3 Lambda = 5.169307 
##  Em =  6.681677 
## Iteration 4 Lambda = 5.174417 
##  Em =  5.692449 
## Iteration 5 Lambda = 5.174568 
##  Em =  5.663269 
## Iteration 6 Lambda = 5.174572 
##  Em =  5.66241 
## Iteration 7 Lambda = 5.174572 
##  Em =  5.662385 
## Iteration 1 Lambda = 6.28075 
##  Em =  581.9767 
## Iteration 2 Lambda = 9.9174 
##  Em =  1.875507 
## Iteration 3 Lambda = 9.93551 
##  Em =  0.04931163 
## Iteration 4 Lambda = 9.935519 
##  Em =  0.04842658 
## Iteration 5 Lambda = 9.935519 
##  Em =  0.04842616
# Save results to CSV
write.csv(results, "simulation_results.csv", row.names = FALSE)
# Load simulation results
results <- read.csv("simulation_results.csv")

# Plot estimated lambda vs. true lambda for each sample size
library(ggplot2)
ggplot(results, aes(x = Lambda, y = Estimated_Lambda, color = factor(Sample_Size))) +
  geom_point() +
  geom_abline(intercept = 0, slope = 1, linetype = "dashed") +
  labs(x = "True Lambda", y = "Estimated Lambda", color = "Sample Size") +
  ggtitle("Estimated vs. True Lambda for Different Sample Sizes")

d) When lambda value is larger, and the sample size is larger, the estimated parameters are more accurate. However, when the sample size is small or lambda is too small, the EM algorithm may not converge.

# Set seed for reproducibility
set.seed(123)
# Function to generate right censored data from Exponential distribution
generate_data <- function(lambda, n, censored_percent) {
  # Generate complete data
  complete_data <- rexp(n, rate = lambda)
  # Determine number of censored observations
  num_censored <- round(n * censored_percent / 100)
  # Adjust data for right censoring
  adjusted_data <- sort(complete_data)
  adjusted_data <- adjusted_data[1:(n-num_censored)]
  return(adjusted_data)
}

# Example usage
lambda <- 3
n <- 100
censored_percent <- 20
adjusted_data <- generate_data(lambda, n, censored_percent)
# compute MLE in a standard way
c<-max(adjusted_data)
n1 <- length(adjusted_data)
MLE <- (sum(adjusted_data) + c*(n-n1))/n1
MLE
## [1] 0.3566629
eps <- 0.0000001
lambda.new <- 2
lambda.old <- 10
s <- 0
while(abs(lambda.new - lambda.old) > eps){
  s <- s + 1
  
  # E-step
  E <- c + lambda.new
  lambda.old <- lambda.new 
  
  # M-step
  lambda.new <- (sum(adjusted_data) + (n - n1)*E)/n
  cat("Iteration", s ,"lambda = ", lambda.new, "\n")
}
## Iteration 1 lambda =  0.6853303 
## Iteration 2 lambda =  0.4223964 
## Iteration 3 lambda =  0.3698096 
## Iteration 4 lambda =  0.3592922 
## Iteration 5 lambda =  0.3571887 
## Iteration 6 lambda =  0.356768 
## Iteration 7 lambda =  0.3566839 
## Iteration 8 lambda =  0.3566671 
## Iteration 9 lambda =  0.3566637 
## Iteration 10 lambda =  0.356663 
## Iteration 11 lambda =  0.3566629 
## Iteration 12 lambda =  0.3566629
generate_data <- function(lambda, n, censored_percent) {
  # Generate complete data
  complete_data <- rexp(n, rate = lambda)
  # Determine number of censored observations
  num_censored <- round(n * censored_percent / 100)
  # Adjust data for right censoring
  adjusted_data <- sort(complete_data)
  adjusted_data <- adjusted_data[1:(n-num_censored)]
  return(adjusted_data)
}
#mle method
mle<-function(adjusted_data,n){
  c<-max(adjusted_data)
  n1 <- length(adjusted_data)
  MLE <- (sum(adjusted_data) + c*(n-n1))/n1
  return(MLE)
}
#EM method
EM<-function(adjusted_data,n,lambda.old.initial,lambda.new.initial,eps){
  # initialize the algorithm
  lambda.new <- lambda.new.initial
  lambda.old <- lambda.old.initial
  s <- 0
  #eps <- 0.000001
  # start the EM loop 
  c=-max(adjusted_data)
  n1 <- length(adjusted_data)
  while(abs(lambda.new - lambda.old) > eps){
    s <- s + 1
  
    # E-step
    E <- c + lambda.new
    lambda.old <- lambda.new 
  
    # M-step
    lambda.new <- (sum(adjusted_data) + (n - n1)*E)/n
    cat("Iteration", s ,"lambda = ", lambda.new, "\n")
    } 
  return(lambda.new)  
}

# Set parameters
lambda <- 1
sample_sizes <- c(50, 100, 250)
censored_percents <- c(10, 20, 50)
num_simulations <- 1000

# Initialize results dataframes
results_mle <- data.frame(matrix(NA, nrow = num_simulations * length(sample_sizes) * length(censored_percents), ncol = 4))
colnames(results_mle) <- c("Sample_Size","censored_percents", "Lambda", "Estimated_Lambda")
results_em <- data.frame(matrix(NA, nrow = num_simulations * length(sample_sizes) * length(censored_percents), ncol = 4))
colnames(results_em) <- c("Sample_Size","censored_percents", "Lambda", "Estimated_Lambda")

# Run simulations
index <- 1
for (n in sample_sizes) {
  for (percent in censored_percents) {
    for (i in 1:num_simulations) {
      # Generate data
      adjusted_data <- generate_data(lambda, n, percent)
      
      # Compute MLE using Maximum Likelihood Approach
      mle_mle <- mle(adjusted_data,n)
      
      # Compute MLE using EM Algorithm
      mle_em <- EM(adjusted_data,n,lambda.old.initial,lambda.new.initial,eps)
      
      # Save results
      results_mle[index, ] <- c(n, percent,lambda, mle_mle)
      results_em[index, ] <- c(n, percent, lambda,mle_em)
      
      index <- index + 1
    }
  }
}
## Iteration 1 lambda =  0.5612978 
## Iteration 2 lambda =  0.5174276 
## Iteration 3 lambda =  0.5130406 
## Iteration 4 lambda =  0.5126019 
## Iteration 5 lambda =  0.512558 
## Iteration 6 lambda =  0.5125536 
## Iteration 7 lambda =  0.5125532 
## Iteration 8 lambda =  0.5125532 
## Iteration 1 lambda =  0.5791876 
## Iteration 2 lambda =  0.5371064 
## Iteration 3 lambda =  0.5328983 
## Iteration 4 lambda =  0.5324774 
## Iteration 5 lambda =  0.5324354 
## Iteration 6 lambda =  0.5324312 
## Iteration 7 lambda =  0.5324307 
## Iteration 8 lambda =  0.5324307 
## Iteration 1 lambda =  0.6276709 
## Iteration 2 lambda =  0.590438 
## Iteration 3 lambda =  0.5867147 
## Iteration 4 lambda =  0.5863424 
## Iteration 5 lambda =  0.5863052 
## Iteration 6 lambda =  0.5863014 
## Iteration 7 lambda =  0.5863011 
## Iteration 8 lambda =  0.586301 
## Iteration 1 lambda =  0.6461097 
## Iteration 2 lambda =  0.6107207 
## Iteration 3 lambda =  0.6071818 
## Iteration 4 lambda =  0.6068279 
## Iteration 5 lambda =  0.6067925 
## Iteration 6 lambda =  0.606789 
## Iteration 7 lambda =  0.6067886 
## Iteration 8 lambda =  0.6067886 
## Iteration 1 lambda =  0.3712949 
## Iteration 2 lambda =  0.3084244 
## Iteration 3 lambda =  0.3021373 
## Iteration 4 lambda =  0.3015086 
## Iteration 5 lambda =  0.3014457 
## Iteration 6 lambda =  0.3014394 
## Iteration 7 lambda =  0.3014388 
## Iteration 8 lambda =  0.3014388 
## Iteration 1 lambda =  0.537223 
## Iteration 2 lambda =  0.4909453 
## Iteration 3 lambda =  0.4863175 
## Iteration 4 lambda =  0.4858547 
## Iteration 5 lambda =  0.4858085 
## Iteration 6 lambda =  0.4858038 
## Iteration 7 lambda =  0.4858034 
## Iteration 8 lambda =  0.4858033 
## Iteration 1 lambda =  0.5852564 
## Iteration 2 lambda =  0.543782 
## Iteration 3 lambda =  0.5396346 
## Iteration 4 lambda =  0.5392198 
## Iteration 5 lambda =  0.5391784 
## Iteration 6 lambda =  0.5391742 
## Iteration 7 lambda =  0.5391738 
## Iteration 8 lambda =  0.5391738 
## Iteration 1 lambda =  0.5719199 
## Iteration 2 lambda =  0.5291118 
## Iteration 3 lambda =  0.524831 
## Iteration 4 lambda =  0.524403 
## Iteration 5 lambda =  0.5243602 
## Iteration 6 lambda =  0.5243559 
## Iteration 7 lambda =  0.5243554 
## Iteration 8 lambda =  0.5243554 
## Iteration 1 lambda =  0.4307844 
## Iteration 2 lambda =  0.3738629 
## Iteration 3 lambda =  0.3681707 
## Iteration 4 lambda =  0.3676015 
## Iteration 5 lambda =  0.3675446 
## Iteration 6 lambda =  0.3675389 
## Iteration 7 lambda =  0.3675383 
## Iteration 8 lambda =  0.3675383 
## Iteration 1 lambda =  0.5707205 
## Iteration 2 lambda =  0.5277925 
## Iteration 3 lambda =  0.5234997 
## Iteration 4 lambda =  0.5230704 
## Iteration 5 lambda =  0.5230275 
## Iteration 6 lambda =  0.5230232 
## Iteration 7 lambda =  0.5230228 
## Iteration 8 lambda =  0.5230227 
## Iteration 1 lambda =  0.5906602 
## Iteration 2 lambda =  0.5497262 
## Iteration 3 lambda =  0.5456328 
## Iteration 4 lambda =  0.5452235 
## Iteration 5 lambda =  0.5451825 
## Iteration 6 lambda =  0.5451784 
## Iteration 7 lambda =  0.545178 
## Iteration 8 lambda =  0.545178 
## Iteration 1 lambda =  0.6358042 
## Iteration 2 lambda =  0.5993846 
## Iteration 3 lambda =  0.5957427 
## Iteration 4 lambda =  0.5953785 
## Iteration 5 lambda =  0.595342 
## Iteration 6 lambda =  0.5953384 
## Iteration 7 lambda =  0.595338 
## Iteration 8 lambda =  0.595338 
## Iteration 1 lambda =  0.7020525 
## Iteration 2 lambda =  0.6722577 
## Iteration 3 lambda =  0.6692782 
## Iteration 4 lambda =  0.6689803 
## Iteration 5 lambda =  0.6689505 
## Iteration 6 lambda =  0.6689475 
## Iteration 7 lambda =  0.6689472 
## Iteration 8 lambda =  0.6689472 
## Iteration 1 lambda =  0.4904496 
## Iteration 2 lambda =  0.4394946 
## Iteration 3 lambda =  0.4343991 
## Iteration 4 lambda =  0.4338895 
## Iteration 5 lambda =  0.4338386 
## Iteration 6 lambda =  0.4338335 
## Iteration 7 lambda =  0.433833 
## Iteration 8 lambda =  0.4338329 
## Iteration 1 lambda =  0.609987 
## Iteration 2 lambda =  0.5709857 
## Iteration 3 lambda =  0.5670856 
## Iteration 4 lambda =  0.5666955 
## Iteration 5 lambda =  0.5666565 
## Iteration 6 lambda =  0.5666526 
## Iteration 7 lambda =  0.5666522 
## Iteration 8 lambda =  0.5666522 
## Iteration 1 lambda =  0.5209767 
## Iteration 2 lambda =  0.4730744 
## Iteration 3 lambda =  0.4682841 
## Iteration 4 lambda =  0.4678051 
## Iteration 5 lambda =  0.4677572 
## Iteration 6 lambda =  0.4677524 
## Iteration 7 lambda =  0.4677519 
## Iteration 8 lambda =  0.4677519 
## Iteration 1 lambda =  0.6527977 
## Iteration 2 lambda =  0.6180775 
## Iteration 3 lambda =  0.6146055 
## Iteration 4 lambda =  0.6142583 
## Iteration 5 lambda =  0.6142236 
## Iteration 6 lambda =  0.6142201 
## Iteration 7 lambda =  0.6142197 
## Iteration 8 lambda =  0.6142197 
## Iteration 1 lambda =  0.5165226 
## Iteration 2 lambda =  0.4681748 
## Iteration 3 lambda =  0.46334 
## Iteration 4 lambda =  0.4628566 
## Iteration 5 lambda =  0.4628082 
## Iteration 6 lambda =  0.4628034 
## Iteration 7 lambda =  0.4628029 
## Iteration 8 lambda =  0.4628028 
## Iteration 1 lambda =  0.4903288 
## Iteration 2 lambda =  0.4393617 
## Iteration 3 lambda =  0.434265 
## Iteration 4 lambda =  0.4337553 
## Iteration 5 lambda =  0.4337043 
## Iteration 6 lambda =  0.4336992 
## Iteration 7 lambda =  0.4336987 
## Iteration 8 lambda =  0.4336987 
## Iteration 1 lambda =  0.5357846 
## Iteration 2 lambda =  0.4893631 
## Iteration 3 lambda =  0.4847209 
## Iteration 4 lambda =  0.4842567 
## Iteration 5 lambda =  0.4842103 
## Iteration 6 lambda =  0.4842056 
## Iteration 7 lambda =  0.4842052 
## Iteration 8 lambda =  0.4842051 
## Iteration 1 lambda =  0.4670985 
## Iteration 2 lambda =  0.4138083 
## Iteration 3 lambda =  0.4084793 
## Iteration 4 lambda =  0.4079464 
## Iteration 5 lambda =  0.4078931 
## Iteration 6 lambda =  0.4078878 
## Iteration 7 lambda =  0.4078873 
## Iteration 8 lambda =  0.4078872 
## Iteration 1 lambda =  0.6658433 
## Iteration 2 lambda =  0.6324276 
## Iteration 3 lambda =  0.629086 
## Iteration 4 lambda =  0.6287519 
## Iteration 5 lambda =  0.6287185 
## Iteration 6 lambda =  0.6287151 
## Iteration 7 lambda =  0.6287148 
## Iteration 8 lambda =  0.6287148 
## Iteration 1 lambda =  0.4829622 
## Iteration 2 lambda =  0.4312584 
## Iteration 3 lambda =  0.4260881 
## Iteration 4 lambda =  0.425571 
## Iteration 5 lambda =  0.4255193 
## Iteration 6 lambda =  0.4255141 
## Iteration 7 lambda =  0.4255136 
## Iteration 8 lambda =  0.4255136 
## Iteration 1 lambda =  0.6602702 
## Iteration 2 lambda =  0.6262972 
## Iteration 3 lambda =  0.6228999 
## Iteration 4 lambda =  0.6225602 
## Iteration 5 lambda =  0.6225262 
## Iteration 6 lambda =  0.6225228 
## Iteration 7 lambda =  0.6225225 
## Iteration 8 lambda =  0.6225224 
## Iteration 1 lambda =  0.5077007 
## Iteration 2 lambda =  0.4584708 
## Iteration 3 lambda =  0.4535478 
## Iteration 4 lambda =  0.4530555 
## Iteration 5 lambda =  0.4530062 
## Iteration 6 lambda =  0.4530013 
## Iteration 7 lambda =  0.4530008 
## Iteration 8 lambda =  0.4530008 
## Iteration 1 lambda =  0.4957495 
## Iteration 2 lambda =  0.4453244 
## Iteration 3 lambda =  0.4402819 
## Iteration 4 lambda =  0.4397776 
## Iteration 5 lambda =  0.4397272 
## Iteration 6 lambda =  0.4397222 
## Iteration 7 lambda =  0.4397217 
## Iteration 8 lambda =  0.4397216 
## Iteration 1 lambda =  0.5800165 
## Iteration 2 lambda =  0.5380182 
## Iteration 3 lambda =  0.5338184 
## Iteration 4 lambda =  0.5333984 
## Iteration 5 lambda =  0.5333564 
## Iteration 6 lambda =  0.5333522 
## Iteration 7 lambda =  0.5333517 
## Iteration 8 lambda =  0.5333517 
## Iteration 1 lambda =  0.5356737 
## Iteration 2 lambda =  0.4892411 
## Iteration 3 lambda =  0.4845978 
## Iteration 4 lambda =  0.4841335 
## Iteration 5 lambda =  0.484087 
## Iteration 6 lambda =  0.4840824 
## Iteration 7 lambda =  0.4840819 
## Iteration 8 lambda =  0.4840819 
## Iteration 1 lambda =  0.5760643 
## Iteration 2 lambda =  0.5336707 
## Iteration 3 lambda =  0.5294313 
## Iteration 4 lambda =  0.5290074 
## Iteration 5 lambda =  0.528965 
## Iteration 6 lambda =  0.5289608 
## Iteration 7 lambda =  0.5289603 
## Iteration 8 lambda =  0.5289603 
## Iteration 1 lambda =  0.5922516 
## Iteration 2 lambda =  0.5514767 
## Iteration 3 lambda =  0.5473992 
## Iteration 4 lambda =  0.5469915 
## Iteration 5 lambda =  0.5469507 
## Iteration 6 lambda =  0.5469466 
## Iteration 7 lambda =  0.5469462 
## Iteration 8 lambda =  0.5469462 
## Iteration 1 lambda =  0.5811857 
## Iteration 2 lambda =  0.5393043 
## Iteration 3 lambda =  0.5351162 
## Iteration 4 lambda =  0.5346974 
## Iteration 5 lambda =  0.5346555 
## Iteration 6 lambda =  0.5346513 
## Iteration 7 lambda =  0.5346509 
## Iteration 8 lambda =  0.5346508 
## Iteration 1 lambda =  0.4065108 
## Iteration 2 lambda =  0.3471619 
## Iteration 3 lambda =  0.341227 
## Iteration 4 lambda =  0.3406335 
## Iteration 5 lambda =  0.3405742 
## Iteration 6 lambda =  0.3405682 
## Iteration 7 lambda =  0.3405676 
## Iteration 8 lambda =  0.3405676 
## Iteration 1 lambda =  0.4815463 
## Iteration 2 lambda =  0.4297009 
## Iteration 3 lambda =  0.4245164 
## Iteration 4 lambda =  0.4239979 
## Iteration 5 lambda =  0.4239461 
## Iteration 6 lambda =  0.4239409 
## Iteration 7 lambda =  0.4239404 
## Iteration 8 lambda =  0.4239403 
## Iteration 1 lambda =  0.6651904 
## Iteration 2 lambda =  0.6317094 
## Iteration 3 lambda =  0.6283613 
## Iteration 4 lambda =  0.6280265 
## Iteration 5 lambda =  0.627993 
## Iteration 6 lambda =  0.6279897 
## Iteration 7 lambda =  0.6279893 
## Iteration 8 lambda =  0.6279893 
## Iteration 1 lambda =  0.5696848 
## Iteration 2 lambda =  0.5266533 
## Iteration 3 lambda =  0.5223502 
## Iteration 4 lambda =  0.5219199 
## Iteration 5 lambda =  0.5218768 
## Iteration 6 lambda =  0.5218725 
## Iteration 7 lambda =  0.5218721 
## Iteration 8 lambda =  0.5218721 
## Iteration 1 lambda =  0.5676789 
## Iteration 2 lambda =  0.5244468 
## Iteration 3 lambda =  0.5201236 
## Iteration 4 lambda =  0.5196913 
## Iteration 5 lambda =  0.519648 
## Iteration 6 lambda =  0.5196437 
## Iteration 7 lambda =  0.5196433 
## Iteration 8 lambda =  0.5196432 
## Iteration 1 lambda =  0.4675813 
## Iteration 2 lambda =  0.4143394 
## Iteration 3 lambda =  0.4090152 
## Iteration 4 lambda =  0.4084828 
## Iteration 5 lambda =  0.4084296 
## Iteration 6 lambda =  0.4084242 
## Iteration 7 lambda =  0.4084237 
## Iteration 8 lambda =  0.4084237 
## Iteration 1 lambda =  0.4839789 
## Iteration 2 lambda =  0.4323768 
## Iteration 3 lambda =  0.4272166 
## Iteration 4 lambda =  0.4267006 
## Iteration 5 lambda =  0.426649 
## Iteration 6 lambda =  0.4266438 
## Iteration 7 lambda =  0.4266433 
## Iteration 8 lambda =  0.4266432 
## Iteration 1 lambda =  0.475146 
## Iteration 2 lambda =  0.4226606 
## Iteration 3 lambda =  0.417412 
## Iteration 4 lambda =  0.4168872 
## Iteration 5 lambda =  0.4168347 
## Iteration 6 lambda =  0.4168294 
## Iteration 7 lambda =  0.4168289 
## Iteration 8 lambda =  0.4168289 
## Iteration 1 lambda =  0.7304059 
## Iteration 2 lambda =  0.7034465 
## Iteration 3 lambda =  0.7007506 
## Iteration 4 lambda =  0.700481 
## Iteration 5 lambda =  0.700454 
## Iteration 6 lambda =  0.7004513 
## Iteration 7 lambda =  0.700451 
## Iteration 8 lambda =  0.700451 
## Iteration 1 lambda =  0.4709101 
## Iteration 2 lambda =  0.4180011 
## Iteration 3 lambda =  0.4127102 
## Iteration 4 lambda =  0.4121811 
## Iteration 5 lambda =  0.4121282 
## Iteration 6 lambda =  0.4121229 
## Iteration 7 lambda =  0.4121224 
## Iteration 8 lambda =  0.4121223 
## Iteration 1 lambda =  0.4787363 
## Iteration 2 lambda =  0.42661 
## Iteration 3 lambda =  0.4213973 
## Iteration 4 lambda =  0.4208761 
## Iteration 5 lambda =  0.4208239 
## Iteration 6 lambda =  0.4208187 
## Iteration 7 lambda =  0.4208182 
## Iteration 8 lambda =  0.4208182 
## Iteration 1 lambda =  0.591152 
## Iteration 2 lambda =  0.5502672 
## Iteration 3 lambda =  0.5461788 
## Iteration 4 lambda =  0.5457699 
## Iteration 5 lambda =  0.545729 
## Iteration 6 lambda =  0.5457249 
## Iteration 7 lambda =  0.5457245 
## Iteration 8 lambda =  0.5457245 
## Iteration 1 lambda =  0.5239885 
## Iteration 2 lambda =  0.4763874 
## Iteration 3 lambda =  0.4716273 
## Iteration 4 lambda =  0.4711512 
## Iteration 5 lambda =  0.4711036 
## Iteration 6 lambda =  0.4710989 
## Iteration 7 lambda =  0.4710984 
## Iteration 8 lambda =  0.4710984 
## Iteration 1 lambda =  0.4990549 
## Iteration 2 lambda =  0.4489604 
## Iteration 3 lambda =  0.443951 
## Iteration 4 lambda =  0.44345 
## Iteration 5 lambda =  0.4433999 
## Iteration 6 lambda =  0.4433949 
## Iteration 7 lambda =  0.4433944 
## Iteration 8 lambda =  0.4433944 
## Iteration 1 lambda =  0.4098398 
## Iteration 2 lambda =  0.3508238 
## Iteration 3 lambda =  0.3449222 
## Iteration 4 lambda =  0.3443321 
## Iteration 5 lambda =  0.344273 
## Iteration 6 lambda =  0.3442671 
## Iteration 7 lambda =  0.3442665 
## Iteration 8 lambda =  0.3442665 
## Iteration 1 lambda =  0.5708714 
## Iteration 2 lambda =  0.5279585 
## Iteration 3 lambda =  0.5236672 
## Iteration 4 lambda =  0.5232381 
## Iteration 5 lambda =  0.5231952 
## Iteration 6 lambda =  0.5231909 
## Iteration 7 lambda =  0.5231904 
## Iteration 8 lambda =  0.5231904 
## Iteration 1 lambda =  0.6955344 
## Iteration 2 lambda =  0.6650879 
## Iteration 3 lambda =  0.6620432 
## Iteration 4 lambda =  0.6617387 
## Iteration 5 lambda =  0.6617083 
## Iteration 6 lambda =  0.6617053 
## Iteration 7 lambda =  0.6617049 
## Iteration 8 lambda =  0.6617049 
## Iteration 1 lambda =  0.5236105 
## Iteration 2 lambda =  0.4759715 
## Iteration 3 lambda =  0.4712076 
## Iteration 4 lambda =  0.4707312 
## Iteration 5 lambda =  0.4706836 
## Iteration 6 lambda =  0.4706788 
## Iteration 7 lambda =  0.4706784 
## Iteration 8 lambda =  0.4706783 
## Iteration 1 lambda =  0.5268347 
## Iteration 2 lambda =  0.4795182 
## Iteration 3 lambda =  0.4747865 
## Iteration 4 lambda =  0.4743133 
## Iteration 5 lambda =  0.474266 
## Iteration 6 lambda =  0.4742613 
## Iteration 7 lambda =  0.4742608 
## Iteration 8 lambda =  0.4742608 
## Iteration 1 lambda =  0.4211108 
## Iteration 2 lambda =  0.3632219 
## Iteration 3 lambda =  0.357433 
## Iteration 4 lambda =  0.3568541 
## Iteration 5 lambda =  0.3567962 
## Iteration 6 lambda =  0.3567904 
## Iteration 7 lambda =  0.3567898 
## Iteration 8 lambda =  0.3567898 
## Iteration 1 lambda =  0.7078267 
## Iteration 2 lambda =  0.6786094 
## Iteration 3 lambda =  0.6756877 
## Iteration 4 lambda =  0.6753955 
## Iteration 5 lambda =  0.6753663 
## Iteration 6 lambda =  0.6753633 
## Iteration 7 lambda =  0.675363 
## Iteration 8 lambda =  0.675363 
## Iteration 1 lambda =  0.5645447 
## Iteration 2 lambda =  0.5209992 
## Iteration 3 lambda =  0.5166447 
## Iteration 4 lambda =  0.5162092 
## Iteration 5 lambda =  0.5161657 
## Iteration 6 lambda =  0.5161613 
## Iteration 7 lambda =  0.5161609 
## Iteration 8 lambda =  0.5161608 
## Iteration 1 lambda =  0.4316124 
## Iteration 2 lambda =  0.3747737 
## Iteration 3 lambda =  0.3690898 
## Iteration 4 lambda =  0.3685214 
## Iteration 5 lambda =  0.3684646 
## Iteration 6 lambda =  0.3684589 
## Iteration 7 lambda =  0.3684583 
## Iteration 8 lambda =  0.3684583 
## Iteration 1 lambda =  0.6581747 
## Iteration 2 lambda =  0.6239921 
## Iteration 3 lambda =  0.6205739 
## Iteration 4 lambda =  0.6202321 
## Iteration 5 lambda =  0.6201979 
## Iteration 6 lambda =  0.6201945 
## Iteration 7 lambda =  0.6201941 
## Iteration 8 lambda =  0.6201941 
## Iteration 1 lambda =  0.495632 
## Iteration 2 lambda =  0.4451952 
## Iteration 3 lambda =  0.4401515 
## Iteration 4 lambda =  0.4396471 
## Iteration 5 lambda =  0.4395967 
## Iteration 6 lambda =  0.4395916 
## Iteration 7 lambda =  0.4395911 
## Iteration 8 lambda =  0.4395911 
## Iteration 1 lambda =  0.6194829 
## Iteration 2 lambda =  0.5814312 
## Iteration 3 lambda =  0.5776261 
## Iteration 4 lambda =  0.5772456 
## Iteration 5 lambda =  0.5772075 
## Iteration 6 lambda =  0.5772037 
## Iteration 7 lambda =  0.5772033 
## Iteration 8 lambda =  0.5772033 
## Iteration 1 lambda =  0.6344708 
## Iteration 2 lambda =  0.5979179 
## Iteration 3 lambda =  0.5942626 
## Iteration 4 lambda =  0.5938971 
## Iteration 5 lambda =  0.5938605 
## Iteration 6 lambda =  0.5938569 
## Iteration 7 lambda =  0.5938565 
## Iteration 8 lambda =  0.5938565 
## Iteration 1 lambda =  0.4414729 
## Iteration 2 lambda =  0.3856201 
## Iteration 3 lambda =  0.3800349 
## Iteration 4 lambda =  0.3794763 
## Iteration 5 lambda =  0.3794205 
## Iteration 6 lambda =  0.3794149 
## Iteration 7 lambda =  0.3794144 
## Iteration 8 lambda =  0.3794143 
## Iteration 1 lambda =  0.579406 
## Iteration 2 lambda =  0.5373466 
## Iteration 3 lambda =  0.5331407 
## Iteration 4 lambda =  0.5327201 
## Iteration 5 lambda =  0.532678 
## Iteration 6 lambda =  0.5326738 
## Iteration 7 lambda =  0.5326734 
## Iteration 8 lambda =  0.5326734 
## Iteration 1 lambda =  0.4887886 
## Iteration 2 lambda =  0.4376674 
## Iteration 3 lambda =  0.4325553 
## Iteration 4 lambda =  0.4320441 
## Iteration 5 lambda =  0.431993 
## Iteration 6 lambda =  0.4319878 
## Iteration 7 lambda =  0.4319873 
## Iteration 8 lambda =  0.4319873 
## Iteration 1 lambda =  0.5825079 
## Iteration 2 lambda =  0.5407587 
## Iteration 3 lambda =  0.5365838 
## Iteration 4 lambda =  0.5361663 
## Iteration 5 lambda =  0.5361245 
## Iteration 6 lambda =  0.5361203 
## Iteration 7 lambda =  0.5361199 
## Iteration 8 lambda =  0.5361199 
## Iteration 1 lambda =  0.5297243 
## Iteration 2 lambda =  0.4826967 
## Iteration 3 lambda =  0.477994 
## Iteration 4 lambda =  0.4775237 
## Iteration 5 lambda =  0.4774767 
## Iteration 6 lambda =  0.477472 
## Iteration 7 lambda =  0.4774715 
## Iteration 8 lambda =  0.4774714 
## Iteration 1 lambda =  0.5791915 
## Iteration 2 lambda =  0.5371106 
## Iteration 3 lambda =  0.5329025 
## Iteration 4 lambda =  0.5324817 
## Iteration 5 lambda =  0.5324396 
## Iteration 6 lambda =  0.5324354 
## Iteration 7 lambda =  0.532435 
## Iteration 8 lambda =  0.532435 
## Iteration 1 lambda =  0.5147789 
## Iteration 2 lambda =  0.4662568 
## Iteration 3 lambda =  0.4614046 
## Iteration 4 lambda =  0.4609194 
## Iteration 5 lambda =  0.4608709 
## Iteration 6 lambda =  0.460866 
## Iteration 7 lambda =  0.4608655 
## Iteration 8 lambda =  0.4608655 
## Iteration 1 lambda =  0.5898353 
## Iteration 2 lambda =  0.5488189 
## Iteration 3 lambda =  0.5447172 
## Iteration 4 lambda =  0.5443071 
## Iteration 5 lambda =  0.544266 
## Iteration 6 lambda =  0.5442619 
## Iteration 7 lambda =  0.5442615 
## Iteration 8 lambda =  0.5442615 
## Iteration 1 lambda =  0.500262 
## Iteration 2 lambda =  0.4502882 
## Iteration 3 lambda =  0.4452908 
## Iteration 4 lambda =  0.4447911 
## Iteration 5 lambda =  0.4447411 
## Iteration 6 lambda =  0.4447361 
## Iteration 7 lambda =  0.4447356 
## Iteration 8 lambda =  0.4447356 
## Iteration 1 lambda =  0.5554095 
## Iteration 2 lambda =  0.5109504 
## Iteration 3 lambda =  0.5065045 
## Iteration 4 lambda =  0.5060599 
## Iteration 5 lambda =  0.5060155 
## Iteration 6 lambda =  0.506011 
## Iteration 7 lambda =  0.5060106 
## Iteration 8 lambda =  0.5060105 
## Iteration 1 lambda =  0.4792071 
## Iteration 2 lambda =  0.4271278 
## Iteration 3 lambda =  0.4219199 
## Iteration 4 lambda =  0.4213991 
## Iteration 5 lambda =  0.421347 
## Iteration 6 lambda =  0.4213418 
## Iteration 7 lambda =  0.4213413 
## Iteration 8 lambda =  0.4213413 
## Iteration 1 lambda =  0.5851042 
## Iteration 2 lambda =  0.5436147 
## Iteration 3 lambda =  0.5394657 
## Iteration 4 lambda =  0.5390508 
## Iteration 5 lambda =  0.5390093 
## Iteration 6 lambda =  0.5390052 
## Iteration 7 lambda =  0.5390048 
## Iteration 8 lambda =  0.5390047 
## Iteration 1 lambda =  0.5443871 
## Iteration 2 lambda =  0.4988259 
## Iteration 3 lambda =  0.4942697 
## Iteration 4 lambda =  0.4938141 
## Iteration 5 lambda =  0.4937686 
## Iteration 6 lambda =  0.493764 
## Iteration 7 lambda =  0.4937635 
## Iteration 8 lambda =  0.4937635 
## Iteration 1 lambda =  0.532711 
## Iteration 2 lambda =  0.4859821 
## Iteration 3 lambda =  0.4813092 
## Iteration 4 lambda =  0.4808419 
## Iteration 5 lambda =  0.4807952 
## Iteration 6 lambda =  0.4807905 
## Iteration 7 lambda =  0.4807901 
## Iteration 8 lambda =  0.48079 
## Iteration 1 lambda =  0.6143176 
## Iteration 2 lambda =  0.5757494 
## Iteration 3 lambda =  0.5718926 
## Iteration 4 lambda =  0.5715069 
## Iteration 5 lambda =  0.5714683 
## Iteration 6 lambda =  0.5714645 
## Iteration 7 lambda =  0.5714641 
## Iteration 8 lambda =  0.571464 
## Iteration 1 lambda =  0.6331764 
## Iteration 2 lambda =  0.596494 
## Iteration 3 lambda =  0.5928257 
## Iteration 4 lambda =  0.5924589 
## Iteration 5 lambda =  0.5924222 
## Iteration 6 lambda =  0.5924186 
## Iteration 7 lambda =  0.5924182 
## Iteration 8 lambda =  0.5924182 
## Iteration 1 lambda =  0.4642365 
## Iteration 2 lambda =  0.4106602 
## Iteration 3 lambda =  0.4053025 
## Iteration 4 lambda =  0.4047668 
## Iteration 5 lambda =  0.4047132 
## Iteration 6 lambda =  0.4047078 
## Iteration 7 lambda =  0.4047073 
## Iteration 8 lambda =  0.4047073 
## Iteration 1 lambda =  0.6033477 
## Iteration 2 lambda =  0.5636825 
## Iteration 3 lambda =  0.559716 
## Iteration 4 lambda =  0.5593193 
## Iteration 5 lambda =  0.5592796 
## Iteration 6 lambda =  0.5592757 
## Iteration 7 lambda =  0.5592753 
## Iteration 8 lambda =  0.5592752 
## Iteration 1 lambda =  0.5404902 
## Iteration 2 lambda =  0.4945392 
## Iteration 3 lambda =  0.4899441 
## Iteration 4 lambda =  0.4894846 
## Iteration 5 lambda =  0.4894387 
## Iteration 6 lambda =  0.4894341 
## Iteration 7 lambda =  0.4894336 
## Iteration 8 lambda =  0.4894336 
## Iteration 1 lambda =  0.4527784 
## Iteration 2 lambda =  0.3980562 
## Iteration 3 lambda =  0.392584 
## Iteration 4 lambda =  0.3920368 
## Iteration 5 lambda =  0.3919821 
## Iteration 6 lambda =  0.3919766 
## Iteration 7 lambda =  0.3919761 
## Iteration 8 lambda =  0.391976 
## Iteration 1 lambda =  0.5841318 
## Iteration 2 lambda =  0.542545 
## Iteration 3 lambda =  0.5383863 
## Iteration 4 lambda =  0.5379704 
## Iteration 5 lambda =  0.5379288 
## Iteration 6 lambda =  0.5379247 
## Iteration 7 lambda =  0.5379243 
## Iteration 8 lambda =  0.5379242 
## Iteration 1 lambda =  0.4926477 
## Iteration 2 lambda =  0.4419124 
## Iteration 3 lambda =  0.4368389 
## Iteration 4 lambda =  0.4363315 
## Iteration 5 lambda =  0.4362808 
## Iteration 6 lambda =  0.4362757 
## Iteration 7 lambda =  0.4362752 
## Iteration 8 lambda =  0.4362752 
## Iteration 1 lambda =  0.6158239 
## Iteration 2 lambda =  0.5774063 
## Iteration 3 lambda =  0.5735645 
## Iteration 4 lambda =  0.5731803 
## Iteration 5 lambda =  0.5731419 
## Iteration 6 lambda =  0.5731381 
## Iteration 7 lambda =  0.5731377 
## Iteration 8 lambda =  0.5731376 
## Iteration 1 lambda =  0.6929461 
## Iteration 2 lambda =  0.6622407 
## Iteration 3 lambda =  0.6591702 
## Iteration 4 lambda =  0.6588631 
## Iteration 5 lambda =  0.6588324 
## Iteration 6 lambda =  0.6588293 
## Iteration 7 lambda =  0.658829 
## Iteration 8 lambda =  0.658829 
## Iteration 1 lambda =  0.5917108 
## Iteration 2 lambda =  0.5508819 
## Iteration 3 lambda =  0.546799 
## Iteration 4 lambda =  0.5463907 
## Iteration 5 lambda =  0.5463499 
## Iteration 6 lambda =  0.5463458 
## Iteration 7 lambda =  0.5463454 
## Iteration 8 lambda =  0.5463454 
## Iteration 1 lambda =  0.5550705 
## Iteration 2 lambda =  0.5105775 
## Iteration 3 lambda =  0.5061282 
## Iteration 4 lambda =  0.5056833 
## Iteration 5 lambda =  0.5056388 
## Iteration 6 lambda =  0.5056344 
## Iteration 7 lambda =  0.5056339 
## Iteration 8 lambda =  0.5056339 
## Iteration 1 lambda =  0.5979278 
## Iteration 2 lambda =  0.5577206 
## Iteration 3 lambda =  0.5536999 
## Iteration 4 lambda =  0.5532978 
## Iteration 5 lambda =  0.5532576 
## Iteration 6 lambda =  0.5532536 
## Iteration 7 lambda =  0.5532532 
## Iteration 8 lambda =  0.5532532 
## Iteration 1 lambda =  0.5923732 
## Iteration 2 lambda =  0.5516105 
## Iteration 3 lambda =  0.5475342 
## Iteration 4 lambda =  0.5471266 
## Iteration 5 lambda =  0.5470858 
## Iteration 6 lambda =  0.5470818 
## Iteration 7 lambda =  0.5470814 
## Iteration 8 lambda =  0.5470813 
## Iteration 1 lambda =  0.5493837 
## Iteration 2 lambda =  0.5043221 
## Iteration 3 lambda =  0.4998159 
## Iteration 4 lambda =  0.4993653 
## Iteration 5 lambda =  0.4993202 
## Iteration 6 lambda =  0.4993157 
## Iteration 7 lambda =  0.4993153 
## Iteration 8 lambda =  0.4993152 
## Iteration 1 lambda =  0.5011559 
## Iteration 2 lambda =  0.4512715 
## Iteration 3 lambda =  0.446283 
## Iteration 4 lambda =  0.4457842 
## Iteration 5 lambda =  0.4457343 
## Iteration 6 lambda =  0.4457293 
## Iteration 7 lambda =  0.4457288 
## Iteration 8 lambda =  0.4457288 
## Iteration 1 lambda =  0.4721969 
## Iteration 2 lambda =  0.4194166 
## Iteration 3 lambda =  0.4141386 
## Iteration 4 lambda =  0.4136108 
## Iteration 5 lambda =  0.413558 
## Iteration 6 lambda =  0.4135527 
## Iteration 7 lambda =  0.4135522 
## Iteration 8 lambda =  0.4135521 
## Iteration 1 lambda =  0.539696 
## Iteration 2 lambda =  0.4936657 
## Iteration 3 lambda =  0.4890626 
## Iteration 4 lambda =  0.4886023 
## Iteration 5 lambda =  0.4885563 
## Iteration 6 lambda =  0.4885517 
## Iteration 7 lambda =  0.4885512 
## Iteration 8 lambda =  0.4885512 
## Iteration 1 lambda =  0.6073382 
## Iteration 2 lambda =  0.568072 
## Iteration 3 lambda =  0.5641454 
## Iteration 4 lambda =  0.5637527 
## Iteration 5 lambda =  0.5637135 
## Iteration 6 lambda =  0.5637095 
## Iteration 7 lambda =  0.5637092 
## Iteration 8 lambda =  0.5637091 
## Iteration 1 lambda =  0.5161159 
## Iteration 2 lambda =  0.4677274 
## Iteration 3 lambda =  0.4628886 
## Iteration 4 lambda =  0.4624047 
## Iteration 5 lambda =  0.4623563 
## Iteration 6 lambda =  0.4623515 
## Iteration 7 lambda =  0.462351 
## Iteration 8 lambda =  0.462351 
## Iteration 1 lambda =  0.4974901 
## Iteration 2 lambda =  0.4472391 
## Iteration 3 lambda =  0.442214 
## Iteration 4 lambda =  0.4417115 
## Iteration 5 lambda =  0.4416612 
## Iteration 6 lambda =  0.4416562 
## Iteration 7 lambda =  0.4416557 
## Iteration 8 lambda =  0.4416556 
## Iteration 1 lambda =  0.6824826 
## Iteration 2 lambda =  0.6507308 
## Iteration 3 lambda =  0.6475557 
## Iteration 4 lambda =  0.6472382 
## Iteration 5 lambda =  0.6472064 
## Iteration 6 lambda =  0.6472032 
## Iteration 7 lambda =  0.6472029 
## Iteration 8 lambda =  0.6472029 
## Iteration 1 lambda =  0.6439406 
## Iteration 2 lambda =  0.6083347 
## Iteration 3 lambda =  0.6047741 
## Iteration 4 lambda =  0.604418 
## Iteration 5 lambda =  0.6043824 
## Iteration 6 lambda =  0.6043789 
## Iteration 7 lambda =  0.6043785 
## Iteration 8 lambda =  0.6043785 
## Iteration 1 lambda =  0.5310886 
## Iteration 2 lambda =  0.4841975 
## Iteration 3 lambda =  0.4795084 
## Iteration 4 lambda =  0.4790395 
## Iteration 5 lambda =  0.4789926 
## Iteration 6 lambda =  0.4789879 
## Iteration 7 lambda =  0.4789874 
## Iteration 8 lambda =  0.4789874 
## Iteration 1 lambda =  0.6164329 
## Iteration 2 lambda =  0.5780762 
## Iteration 3 lambda =  0.5742405 
## Iteration 4 lambda =  0.573857 
## Iteration 5 lambda =  0.5738186 
## Iteration 6 lambda =  0.5738148 
## Iteration 7 lambda =  0.5738144 
## Iteration 8 lambda =  0.5738143 
## Iteration 1 lambda =  0.6570866 
## Iteration 2 lambda =  0.6227952 
## Iteration 3 lambda =  0.6193661 
## Iteration 4 lambda =  0.6190232 
## Iteration 5 lambda =  0.6189889 
## Iteration 6 lambda =  0.6189855 
## Iteration 7 lambda =  0.6189851 
## Iteration 8 lambda =  0.6189851 
## Iteration 1 lambda =  0.6337124 
## Iteration 2 lambda =  0.5970836 
## Iteration 3 lambda =  0.5934208 
## Iteration 4 lambda =  0.5930545 
## Iteration 5 lambda =  0.5930179 
## Iteration 6 lambda =  0.5930142 
## Iteration 7 lambda =  0.5930138 
## Iteration 8 lambda =  0.5930138 
## Iteration 1 lambda =  0.6138598 
## Iteration 2 lambda =  0.5752458 
## Iteration 3 lambda =  0.5713843 
## Iteration 4 lambda =  0.5709982 
## Iteration 5 lambda =  0.5709596 
## Iteration 6 lambda =  0.5709557 
## Iteration 7 lambda =  0.5709553 
## Iteration 8 lambda =  0.5709553 
## Iteration 1 lambda =  0.4695264 
## Iteration 2 lambda =  0.4164791 
## Iteration 3 lambda =  0.4111743 
## Iteration 4 lambda =  0.4106439 
## Iteration 5 lambda =  0.4105908 
## Iteration 6 lambda =  0.4105855 
## Iteration 7 lambda =  0.410585 
## Iteration 8 lambda =  0.4105849 
## Iteration 1 lambda =  0.5169264 
## Iteration 2 lambda =  0.468619 
## Iteration 3 lambda =  0.4637883 
## Iteration 4 lambda =  0.4633052 
## Iteration 5 lambda =  0.4632569 
## Iteration 6 lambda =  0.4632521 
## Iteration 7 lambda =  0.4632516 
## Iteration 8 lambda =  0.4632515 
## Iteration 1 lambda =  0.5772691 
## Iteration 2 lambda =  0.5349961 
## Iteration 3 lambda =  0.5307687 
## Iteration 4 lambda =  0.530346 
## Iteration 5 lambda =  0.5303037 
## Iteration 6 lambda =  0.5302995 
## Iteration 7 lambda =  0.5302991 
## Iteration 8 lambda =  0.5302991 
## Iteration 1 lambda =  0.5267555 
## Iteration 2 lambda =  0.4794311 
## Iteration 3 lambda =  0.4746986 
## Iteration 4 lambda =  0.4742254 
## Iteration 5 lambda =  0.4741781 
## Iteration 6 lambda =  0.4741733 
## Iteration 7 lambda =  0.4741729 
## Iteration 8 lambda =  0.4741728 
## Iteration 1 lambda =  0.569832 
## Iteration 2 lambda =  0.5268152 
## Iteration 3 lambda =  0.5225136 
## Iteration 4 lambda =  0.5220834 
## Iteration 5 lambda =  0.5220404 
## Iteration 6 lambda =  0.5220361 
## Iteration 7 lambda =  0.5220357 
## Iteration 8 lambda =  0.5220356 
## Iteration 1 lambda =  0.5848193 
## Iteration 2 lambda =  0.5433012 
## Iteration 3 lambda =  0.5391494 
## Iteration 4 lambda =  0.5387342 
## Iteration 5 lambda =  0.5386927 
## Iteration 6 lambda =  0.5386886 
## Iteration 7 lambda =  0.5386881 
## Iteration 8 lambda =  0.5386881 
## Iteration 1 lambda =  0.4799401 
## Iteration 2 lambda =  0.4279341 
## Iteration 3 lambda =  0.4227335 
## Iteration 4 lambda =  0.4222135 
## Iteration 5 lambda =  0.4221615 
## Iteration 6 lambda =  0.4221563 
## Iteration 7 lambda =  0.4221558 
## Iteration 8 lambda =  0.4221557 
## Iteration 1 lambda =  0.4856636 
## Iteration 2 lambda =  0.43423 
## Iteration 3 lambda =  0.4290866 
## Iteration 4 lambda =  0.4285723 
## Iteration 5 lambda =  0.4285209 
## Iteration 6 lambda =  0.4285157 
## Iteration 7 lambda =  0.4285152 
## Iteration 8 lambda =  0.4285152 
## Iteration 1 lambda =  0.6510921 
## Iteration 2 lambda =  0.6162013 
## Iteration 3 lambda =  0.6127122 
## Iteration 4 lambda =  0.6123633 
## Iteration 5 lambda =  0.6123284 
## Iteration 6 lambda =  0.6123249 
## Iteration 7 lambda =  0.6123246 
## Iteration 8 lambda =  0.6123246 
## Iteration 1 lambda =  0.5152307 
## Iteration 2 lambda =  0.4667537 
## Iteration 3 lambda =  0.461906 
## Iteration 4 lambda =  0.4614213 
## Iteration 5 lambda =  0.4613728 
## Iteration 6 lambda =  0.4613679 
## Iteration 7 lambda =  0.4613674 
## Iteration 8 lambda =  0.4613674 
## Iteration 1 lambda =  0.5407154 
## Iteration 2 lambda =  0.4947869 
## Iteration 3 lambda =  0.4901941 
## Iteration 4 lambda =  0.4897348 
## Iteration 5 lambda =  0.4896889 
## Iteration 6 lambda =  0.4896843 
## Iteration 7 lambda =  0.4896838 
## Iteration 8 lambda =  0.4896838 
## Iteration 1 lambda =  0.6477112 
## Iteration 2 lambda =  0.6124823 
## Iteration 3 lambda =  0.6089594 
## Iteration 4 lambda =  0.6086071 
## Iteration 5 lambda =  0.6085719 
## Iteration 6 lambda =  0.6085683 
## Iteration 7 lambda =  0.608568 
## Iteration 8 lambda =  0.6085679 
## Iteration 1 lambda =  0.5075055 
## Iteration 2 lambda =  0.4582561 
## Iteration 3 lambda =  0.4533311 
## Iteration 4 lambda =  0.4528386 
## Iteration 5 lambda =  0.4527894 
## Iteration 6 lambda =  0.4527844 
## Iteration 7 lambda =  0.452784 
## Iteration 8 lambda =  0.4527839 
## Iteration 1 lambda =  0.6114575 
## Iteration 2 lambda =  0.5726032 
## Iteration 3 lambda =  0.5687178 
## Iteration 4 lambda =  0.5683293 
## Iteration 5 lambda =  0.5682904 
## Iteration 6 lambda =  0.5682865 
## Iteration 7 lambda =  0.5682861 
## Iteration 8 lambda =  0.5682861 
## Iteration 1 lambda =  0.5396858 
## Iteration 2 lambda =  0.4936544 
## Iteration 3 lambda =  0.4890513 
## Iteration 4 lambda =  0.4885909 
## Iteration 5 lambda =  0.4885449 
## Iteration 6 lambda =  0.4885403 
## Iteration 7 lambda =  0.4885398 
## Iteration 8 lambda =  0.4885398 
## Iteration 1 lambda =  0.5058454 
## Iteration 2 lambda =  0.45643 
## Iteration 3 lambda =  0.4514884 
## Iteration 4 lambda =  0.4509943 
## Iteration 5 lambda =  0.4509449 
## Iteration 6 lambda =  0.4509399 
## Iteration 7 lambda =  0.4509394 
## Iteration 8 lambda =  0.4509394 
## Iteration 1 lambda =  0.5698385 
## Iteration 2 lambda =  0.5268223 
## Iteration 3 lambda =  0.5225207 
## Iteration 4 lambda =  0.5220905 
## Iteration 5 lambda =  0.5220475 
## Iteration 6 lambda =  0.5220432 
## Iteration 7 lambda =  0.5220428 
## Iteration 8 lambda =  0.5220427 
## Iteration 1 lambda =  0.5945359 
## Iteration 2 lambda =  0.5539895 
## Iteration 3 lambda =  0.5499348 
## Iteration 4 lambda =  0.5495293 
## Iteration 5 lambda =  0.5494888 
## Iteration 6 lambda =  0.5494847 
## Iteration 7 lambda =  0.5494843 
## Iteration 8 lambda =  0.5494843 
## Iteration 1 lambda =  0.4462404 
## Iteration 2 lambda =  0.3908644 
## Iteration 3 lambda =  0.3853268 
## Iteration 4 lambda =  0.384773 
## Iteration 5 lambda =  0.3847177 
## Iteration 6 lambda =  0.3847121 
## Iteration 7 lambda =  0.3847116 
## Iteration 8 lambda =  0.3847115 
## Iteration 1 lambda =  0.5206885 
## Iteration 2 lambda =  0.4727573 
## Iteration 3 lambda =  0.4679642 
## Iteration 4 lambda =  0.4674849 
## Iteration 5 lambda =  0.467437 
## Iteration 6 lambda =  0.4674322 
## Iteration 7 lambda =  0.4674317 
## Iteration 8 lambda =  0.4674316 
## Iteration 1 lambda =  0.6032683 
## Iteration 2 lambda =  0.5635951 
## Iteration 3 lambda =  0.5596278 
## Iteration 4 lambda =  0.5592311 
## Iteration 5 lambda =  0.5591914 
## Iteration 6 lambda =  0.5591874 
## Iteration 7 lambda =  0.5591871 
## Iteration 8 lambda =  0.559187 
## Iteration 1 lambda =  0.4159251 
## Iteration 2 lambda =  0.3575176 
## Iteration 3 lambda =  0.3516768 
## Iteration 4 lambda =  0.3510928 
## Iteration 5 lambda =  0.3510343 
## Iteration 6 lambda =  0.3510285 
## Iteration 7 lambda =  0.3510279 
## Iteration 8 lambda =  0.3510279 
## Iteration 1 lambda =  0.657383 
## Iteration 2 lambda =  0.6231213 
## Iteration 3 lambda =  0.6196951 
## Iteration 4 lambda =  0.6193525 
## Iteration 5 lambda =  0.6193182 
## Iteration 6 lambda =  0.6193148 
## Iteration 7 lambda =  0.6193145 
## Iteration 8 lambda =  0.6193144 
## Iteration 1 lambda =  0.522224 
## Iteration 2 lambda =  0.4744464 
## Iteration 3 lambda =  0.4696687 
## Iteration 4 lambda =  0.4691909 
## Iteration 5 lambda =  0.4691431 
## Iteration 6 lambda =  0.4691384 
## Iteration 7 lambda =  0.4691379 
## Iteration 8 lambda =  0.4691378 
## Iteration 1 lambda =  0.4960391 
## Iteration 2 lambda =  0.4456431 
## Iteration 3 lambda =  0.4406035 
## Iteration 4 lambda =  0.4400995 
## Iteration 5 lambda =  0.4400491 
## Iteration 6 lambda =  0.4400441 
## Iteration 7 lambda =  0.4400436 
## Iteration 8 lambda =  0.4400435 
## Iteration 1 lambda =  0.4887248 
## Iteration 2 lambda =  0.4375973 
## Iteration 3 lambda =  0.4324845 
## Iteration 4 lambda =  0.4319733 
## Iteration 5 lambda =  0.4319221 
## Iteration 6 lambda =  0.431917 
## Iteration 7 lambda =  0.4319165 
## Iteration 8 lambda =  0.4319165 
## Iteration 1 lambda =  0.6147388 
## Iteration 2 lambda =  0.5762127 
## Iteration 3 lambda =  0.5723601 
## Iteration 4 lambda =  0.5719748 
## Iteration 5 lambda =  0.5719363 
## Iteration 6 lambda =  0.5719325 
## Iteration 7 lambda =  0.5719321 
## Iteration 8 lambda =  0.571932 
## Iteration 1 lambda =  0.3990851 
## Iteration 2 lambda =  0.3389936 
## Iteration 3 lambda =  0.3329844 
## Iteration 4 lambda =  0.3323835 
## Iteration 5 lambda =  0.3323234 
## Iteration 6 lambda =  0.3323174 
## Iteration 7 lambda =  0.3323168 
## Iteration 8 lambda =  0.3323168 
## Iteration 1 lambda =  0.6109235 
## Iteration 2 lambda =  0.5720159 
## Iteration 3 lambda =  0.5681251 
## Iteration 4 lambda =  0.567736 
## Iteration 5 lambda =  0.5676971 
## Iteration 6 lambda =  0.5676932 
## Iteration 7 lambda =  0.5676928 
## Iteration 8 lambda =  0.5676928 
## Iteration 1 lambda =  0.6853032 
## Iteration 2 lambda =  0.6538335 
## Iteration 3 lambda =  0.6506865 
## Iteration 4 lambda =  0.6503718 
## Iteration 5 lambda =  0.6503404 
## Iteration 6 lambda =  0.6503372 
## Iteration 7 lambda =  0.6503369 
## Iteration 8 lambda =  0.6503369 
## Iteration 1 lambda =  0.5102178 
## Iteration 2 lambda =  0.4612396 
## Iteration 3 lambda =  0.4563418 
## Iteration 4 lambda =  0.455852 
## Iteration 5 lambda =  0.455803 
## Iteration 6 lambda =  0.4557981 
## Iteration 7 lambda =  0.4557976 
## Iteration 8 lambda =  0.4557976 
## Iteration 1 lambda =  0.4420241 
## Iteration 2 lambda =  0.3862265 
## Iteration 3 lambda =  0.3806468 
## Iteration 4 lambda =  0.3800888 
## Iteration 5 lambda =  0.380033 
## Iteration 6 lambda =  0.3800274 
## Iteration 7 lambda =  0.3800269 
## Iteration 8 lambda =  0.3800268 
## Iteration 1 lambda =  0.5247905 
## Iteration 2 lambda =  0.4772695 
## Iteration 3 lambda =  0.4725174 
## Iteration 4 lambda =  0.4720422 
## Iteration 5 lambda =  0.4719947 
## Iteration 6 lambda =  0.4719899 
## Iteration 7 lambda =  0.4719895 
## Iteration 8 lambda =  0.4719894 
## Iteration 1 lambda =  0.5224955 
## Iteration 2 lambda =  0.4747451 
## Iteration 3 lambda =  0.46997 
## Iteration 4 lambda =  0.4694925 
## Iteration 5 lambda =  0.4694448 
## Iteration 6 lambda =  0.46944 
## Iteration 7 lambda =  0.4694395 
## Iteration 8 lambda =  0.4694395 
## Iteration 1 lambda =  0.5566426 
## Iteration 2 lambda =  0.5123069 
## Iteration 3 lambda =  0.5078733 
## Iteration 4 lambda =  0.5074299 
## Iteration 5 lambda =  0.5073856 
## Iteration 6 lambda =  0.5073812 
## Iteration 7 lambda =  0.5073807 
## Iteration 8 lambda =  0.5073807 
## Iteration 1 lambda =  0.5080873 
## Iteration 2 lambda =  0.458896 
## Iteration 3 lambda =  0.4539769 
## Iteration 4 lambda =  0.453485 
## Iteration 5 lambda =  0.4534358 
## Iteration 6 lambda =  0.4534309 
## Iteration 7 lambda =  0.4534304 
## Iteration 8 lambda =  0.4534304 
## Iteration 1 lambda =  0.6313305 
## Iteration 2 lambda =  0.5944636 
## Iteration 3 lambda =  0.5907769 
## Iteration 4 lambda =  0.5904082 
## Iteration 5 lambda =  0.5903714 
## Iteration 6 lambda =  0.5903677 
## Iteration 7 lambda =  0.5903673 
## Iteration 8 lambda =  0.5903673 
## Iteration 1 lambda =  0.6844229 
## Iteration 2 lambda =  0.6528652 
## Iteration 3 lambda =  0.6497094 
## Iteration 4 lambda =  0.6493938 
## Iteration 5 lambda =  0.6493623 
## Iteration 6 lambda =  0.6493591 
## Iteration 7 lambda =  0.6493588 
## Iteration 8 lambda =  0.6493588 
## Iteration 1 lambda =  0.6117625 
## Iteration 2 lambda =  0.5729388 
## Iteration 3 lambda =  0.5690564 
## Iteration 4 lambda =  0.5686682 
## Iteration 5 lambda =  0.5686293 
## Iteration 6 lambda =  0.5686255 
## Iteration 7 lambda =  0.5686251 
## Iteration 8 lambda =  0.568625 
## Iteration 1 lambda =  0.6025276 
## Iteration 2 lambda =  0.5627804 
## Iteration 3 lambda =  0.5588057 
## Iteration 4 lambda =  0.5584082 
## Iteration 5 lambda =  0.5583685 
## Iteration 6 lambda =  0.5583645 
## Iteration 7 lambda =  0.5583641 
## Iteration 8 lambda =  0.5583641 
## Iteration 1 lambda =  0.4115522 
## Iteration 2 lambda =  0.3527074 
## Iteration 3 lambda =  0.3468229 
## Iteration 4 lambda =  0.3462345 
## Iteration 5 lambda =  0.3461756 
## Iteration 6 lambda =  0.3461697 
## Iteration 7 lambda =  0.3461691 
## Iteration 8 lambda =  0.3461691 
## Iteration 1 lambda =  0.6254595 
## Iteration 2 lambda =  0.5880054 
## Iteration 3 lambda =  0.58426 
## Iteration 4 lambda =  0.5838855 
## Iteration 5 lambda =  0.583848 
## Iteration 6 lambda =  0.5838443 
## Iteration 7 lambda =  0.5838439 
## Iteration 8 lambda =  0.5838439 
## Iteration 1 lambda =  0.5022817 
## Iteration 2 lambda =  0.4525098 
## Iteration 3 lambda =  0.4475326 
## Iteration 4 lambda =  0.4470349 
## Iteration 5 lambda =  0.4469851 
## Iteration 6 lambda =  0.4469802 
## Iteration 7 lambda =  0.4469797 
## Iteration 8 lambda =  0.4469796 
## Iteration 1 lambda =  0.5772011 
## Iteration 2 lambda =  0.5349212 
## Iteration 3 lambda =  0.5306932 
## Iteration 4 lambda =  0.5302704 
## Iteration 5 lambda =  0.5302282 
## Iteration 6 lambda =  0.5302239 
## Iteration 7 lambda =  0.5302235 
## Iteration 8 lambda =  0.5302235 
## Iteration 1 lambda =  0.5297707 
## Iteration 2 lambda =  0.4827477 
## Iteration 3 lambda =  0.4780454 
## Iteration 4 lambda =  0.4775752 
## Iteration 5 lambda =  0.4775282 
## Iteration 6 lambda =  0.4775235 
## Iteration 7 lambda =  0.477523 
## Iteration 8 lambda =  0.477523 
## Iteration 1 lambda =  0.4961821 
## Iteration 2 lambda =  0.4458004 
## Iteration 3 lambda =  0.4407622 
## Iteration 4 lambda =  0.4402584 
## Iteration 5 lambda =  0.440208 
## Iteration 6 lambda =  0.4402029 
## Iteration 7 lambda =  0.4402024 
## Iteration 8 lambda =  0.4402024 
## Iteration 1 lambda =  0.556255 
## Iteration 2 lambda =  0.5118805 
## Iteration 3 lambda =  0.5074431 
## Iteration 4 lambda =  0.5069993 
## Iteration 5 lambda =  0.5069549 
## Iteration 6 lambda =  0.5069505 
## Iteration 7 lambda =  0.5069501 
## Iteration 8 lambda =  0.50695 
## Iteration 1 lambda =  0.5969331 
## Iteration 2 lambda =  0.5566264 
## Iteration 3 lambda =  0.5525957 
## Iteration 4 lambda =  0.5521926 
## Iteration 5 lambda =  0.5521523 
## Iteration 6 lambda =  0.5521483 
## Iteration 7 lambda =  0.5521479 
## Iteration 8 lambda =  0.5521479 
## Iteration 1 lambda =  0.4170783 
## Iteration 2 lambda =  0.3587861 
## Iteration 3 lambda =  0.3529569 
## Iteration 4 lambda =  0.352374 
## Iteration 5 lambda =  0.3523157 
## Iteration 6 lambda =  0.3523099 
## Iteration 7 lambda =  0.3523093 
## Iteration 8 lambda =  0.3523092 
## Iteration 1 lambda =  0.5954973 
## Iteration 2 lambda =  0.555047 
## Iteration 3 lambda =  0.551002 
## Iteration 4 lambda =  0.5505975 
## Iteration 5 lambda =  0.550557 
## Iteration 6 lambda =  0.550553 
## Iteration 7 lambda =  0.5505526 
## Iteration 8 lambda =  0.5505525 
## Iteration 1 lambda =  0.4539183 
## Iteration 2 lambda =  0.3993101 
## Iteration 3 lambda =  0.3938493 
## Iteration 4 lambda =  0.3933032 
## Iteration 5 lambda =  0.3932486 
## Iteration 6 lambda =  0.3932431 
## Iteration 7 lambda =  0.3932426 
## Iteration 8 lambda =  0.3932425 
## Iteration 1 lambda =  0.5880763 
## Iteration 2 lambda =  0.546884 
## Iteration 3 lambda =  0.5427647 
## Iteration 4 lambda =  0.5423528 
## Iteration 5 lambda =  0.5423116 
## Iteration 6 lambda =  0.5423075 
## Iteration 7 lambda =  0.5423071 
## Iteration 8 lambda =  0.542307 
## Iteration 1 lambda =  0.5924699 
## Iteration 2 lambda =  0.5517169 
## Iteration 3 lambda =  0.5476416 
## Iteration 4 lambda =  0.5472341 
## Iteration 5 lambda =  0.5471933 
## Iteration 6 lambda =  0.5471892 
## Iteration 7 lambda =  0.5471888 
## Iteration 8 lambda =  0.5471888 
## Iteration 1 lambda =  0.7214062 
## Iteration 2 lambda =  0.6935468 
## Iteration 3 lambda =  0.6907608 
## Iteration 4 lambda =  0.6904823 
## Iteration 5 lambda =  0.6904544 
## Iteration 6 lambda =  0.6904516 
## Iteration 7 lambda =  0.6904513 
## Iteration 8 lambda =  0.6904513 
## Iteration 1 lambda =  0.4241685 
## Iteration 2 lambda =  0.3665854 
## Iteration 3 lambda =  0.3608271 
## Iteration 4 lambda =  0.3602512 
## Iteration 5 lambda =  0.3601937 
## Iteration 6 lambda =  0.3601879 
## Iteration 7 lambda =  0.3601873 
## Iteration 8 lambda =  0.3601873 
## Iteration 1 lambda =  0.6371782 
## Iteration 2 lambda =  0.600896 
## Iteration 3 lambda =  0.5972678 
## Iteration 4 lambda =  0.596905 
## Iteration 5 lambda =  0.5968687 
## Iteration 6 lambda =  0.596865 
## Iteration 7 lambda =  0.5968647 
## Iteration 8 lambda =  0.5968646 
## Iteration 1 lambda =  0.5501134 
## Iteration 2 lambda =  0.5051247 
## Iteration 3 lambda =  0.5006259 
## Iteration 4 lambda =  0.500176 
## Iteration 5 lambda =  0.500131 
## Iteration 6 lambda =  0.5001265 
## Iteration 7 lambda =  0.500126 
## Iteration 8 lambda =  0.500126 
## Iteration 1 lambda =  0.6416839 
## Iteration 2 lambda =  0.6058523 
## Iteration 3 lambda =  0.6022691 
## Iteration 4 lambda =  0.6019108 
## Iteration 5 lambda =  0.601875 
## Iteration 6 lambda =  0.6018714 
## Iteration 7 lambda =  0.601871 
## Iteration 8 lambda =  0.601871 
## Iteration 1 lambda =  0.5237683 
## Iteration 2 lambda =  0.4761452 
## Iteration 3 lambda =  0.4713828 
## Iteration 4 lambda =  0.4709066 
## Iteration 5 lambda =  0.470859 
## Iteration 6 lambda =  0.4708542 
## Iteration 7 lambda =  0.4708538 
## Iteration 8 lambda =  0.4708537 
## Iteration 1 lambda =  0.6109031 
## Iteration 2 lambda =  0.5719934 
## Iteration 3 lambda =  0.5681024 
## Iteration 4 lambda =  0.5677133 
## Iteration 5 lambda =  0.5676744 
## Iteration 6 lambda =  0.5676705 
## Iteration 7 lambda =  0.5676701 
## Iteration 8 lambda =  0.5676701 
## Iteration 1 lambda =  0.4800282 
## Iteration 2 lambda =  0.428031 
## Iteration 3 lambda =  0.4228313 
## Iteration 4 lambda =  0.4223113 
## Iteration 5 lambda =  0.4222593 
## Iteration 6 lambda =  0.4222541 
## Iteration 7 lambda =  0.4222536 
## Iteration 8 lambda =  0.4222535 
## Iteration 1 lambda =  0.4786666 
## Iteration 2 lambda =  0.4265333 
## Iteration 3 lambda =  0.4213199 
## Iteration 4 lambda =  0.4207986 
## Iteration 5 lambda =  0.4207465 
## Iteration 6 lambda =  0.4207413 
## Iteration 7 lambda =  0.4207407 
## Iteration 8 lambda =  0.4207407 
## Iteration 1 lambda =  0.5420248 
## Iteration 2 lambda =  0.4962273 
## Iteration 3 lambda =  0.4916475 
## Iteration 4 lambda =  0.4911895 
## Iteration 5 lambda =  0.4911437 
## Iteration 6 lambda =  0.4911391 
## Iteration 7 lambda =  0.4911387 
## Iteration 8 lambda =  0.4911386 
## Iteration 1 lambda =  0.6337863 
## Iteration 2 lambda =  0.597165 
## Iteration 3 lambda =  0.5935028 
## Iteration 4 lambda =  0.5931366 
## Iteration 5 lambda =  0.5931 
## Iteration 6 lambda =  0.5930963 
## Iteration 7 lambda =  0.593096 
## Iteration 8 lambda =  0.5930959 
## Iteration 1 lambda =  0.3857603 
## Iteration 2 lambda =  0.3243363 
## Iteration 3 lambda =  0.3181939 
## Iteration 4 lambda =  0.3175797 
## Iteration 5 lambda =  0.3175183 
## Iteration 6 lambda =  0.3175121 
## Iteration 7 lambda =  0.3175115 
## Iteration 8 lambda =  0.3175115 
## Iteration 1 lambda =  0.5444391 
## Iteration 2 lambda =  0.498883 
## Iteration 3 lambda =  0.4943274 
## Iteration 4 lambda =  0.4938718 
## Iteration 5 lambda =  0.4938263 
## Iteration 6 lambda =  0.4938217 
## Iteration 7 lambda =  0.4938213 
## Iteration 8 lambda =  0.4938212 
## Iteration 1 lambda =  0.6464742 
## Iteration 2 lambda =  0.6111217 
## Iteration 3 lambda =  0.6075864 
## Iteration 4 lambda =  0.6072329 
## Iteration 5 lambda =  0.6071975 
## Iteration 6 lambda =  0.607194 
## Iteration 7 lambda =  0.6071936 
## Iteration 8 lambda =  0.6071936 
## Iteration 1 lambda =  0.7383294 
## Iteration 2 lambda =  0.7121624 
## Iteration 3 lambda =  0.7095457 
## Iteration 4 lambda =  0.709284 
## Iteration 5 lambda =  0.7092578 
## Iteration 6 lambda =  0.7092552 
## Iteration 7 lambda =  0.7092549 
## Iteration 8 lambda =  0.7092549 
## Iteration 1 lambda =  0.609622 
## Iteration 2 lambda =  0.5705842 
## Iteration 3 lambda =  0.5666804 
## Iteration 4 lambda =  0.56629 
## Iteration 5 lambda =  0.566251 
## Iteration 6 lambda =  0.5662471 
## Iteration 7 lambda =  0.5662467 
## Iteration 8 lambda =  0.5662466 
## Iteration 1 lambda =  0.4894656 
## Iteration 2 lambda =  0.4384122 
## Iteration 3 lambda =  0.4333068 
## Iteration 4 lambda =  0.4327963 
## Iteration 5 lambda =  0.4327452 
## Iteration 6 lambda =  0.4327401 
## Iteration 7 lambda =  0.4327396 
## Iteration 8 lambda =  0.4327396 
## Iteration 1 lambda =  0.5154683 
## Iteration 2 lambda =  0.4670151 
## Iteration 3 lambda =  0.4621698 
## Iteration 4 lambda =  0.4616853 
## Iteration 5 lambda =  0.4616368 
## Iteration 6 lambda =  0.461632 
## Iteration 7 lambda =  0.4616315 
## Iteration 8 lambda =  0.4616314 
## Iteration 1 lambda =  0.6208573 
## Iteration 2 lambda =  0.582943 
## Iteration 3 lambda =  0.5791516 
## Iteration 4 lambda =  0.5787725 
## Iteration 5 lambda =  0.5787346 
## Iteration 6 lambda =  0.5787308 
## Iteration 7 lambda =  0.5787304 
## Iteration 8 lambda =  0.5787304 
## Iteration 1 lambda =  0.5386209 
## Iteration 2 lambda =  0.492483 
## Iteration 3 lambda =  0.4878692 
## Iteration 4 lambda =  0.4874078 
## Iteration 5 lambda =  0.4873617 
## Iteration 6 lambda =  0.4873571 
## Iteration 7 lambda =  0.4873566 
## Iteration 8 lambda =  0.4873565 
## Iteration 1 lambda =  0.6606248 
## Iteration 2 lambda =  0.6266873 
## Iteration 3 lambda =  0.6232936 
## Iteration 4 lambda =  0.6229542 
## Iteration 5 lambda =  0.6229202 
## Iteration 6 lambda =  0.6229169 
## Iteration 7 lambda =  0.6229165 
## Iteration 8 lambda =  0.6229165 
## Iteration 1 lambda =  0.5897583 
## Iteration 2 lambda =  0.5487341 
## Iteration 3 lambda =  0.5446317 
## Iteration 4 lambda =  0.5442215 
## Iteration 5 lambda =  0.5441805 
## Iteration 6 lambda =  0.5441764 
## Iteration 7 lambda =  0.5441759 
## Iteration 8 lambda =  0.5441759 
## Iteration 1 lambda =  0.5502632 
## Iteration 2 lambda =  0.5052896 
## Iteration 3 lambda =  0.5007922 
## Iteration 4 lambda =  0.5003425 
## Iteration 5 lambda =  0.5002975 
## Iteration 6 lambda =  0.500293 
## Iteration 7 lambda =  0.5002925 
## Iteration 8 lambda =  0.5002925 
## Iteration 1 lambda =  0.5631909 
## Iteration 2 lambda =  0.51951 
## Iteration 3 lambda =  0.5151419 
## Iteration 4 lambda =  0.5147051 
## Iteration 5 lambda =  0.5146614 
## Iteration 6 lambda =  0.5146571 
## Iteration 7 lambda =  0.5146566 
## Iteration 8 lambda =  0.5146566 
## Iteration 1 lambda =  0.5401713 
## Iteration 2 lambda =  0.4941884 
## Iteration 3 lambda =  0.4895901 
## Iteration 4 lambda =  0.4891303 
## Iteration 5 lambda =  0.4890843 
## Iteration 6 lambda =  0.4890797 
## Iteration 7 lambda =  0.4890792 
## Iteration 8 lambda =  0.4890792 
## Iteration 1 lambda =  0.5317121 
## Iteration 2 lambda =  0.4848833 
## Iteration 3 lambda =  0.4802004 
## Iteration 4 lambda =  0.4797321 
## Iteration 5 lambda =  0.4796853 
## Iteration 6 lambda =  0.4796806 
## Iteration 7 lambda =  0.4796801 
## Iteration 8 lambda =  0.4796801 
## Iteration 1 lambda =  0.6335666 
## Iteration 2 lambda =  0.5969233 
## Iteration 3 lambda =  0.593259 
## Iteration 4 lambda =  0.5928925 
## Iteration 5 lambda =  0.5928559 
## Iteration 6 lambda =  0.5928522 
## Iteration 7 lambda =  0.5928519 
## Iteration 8 lambda =  0.5928518 
## Iteration 1 lambda =  0.5845607 
## Iteration 2 lambda =  0.5430168 
## Iteration 3 lambda =  0.5388624 
## Iteration 4 lambda =  0.538447 
## Iteration 5 lambda =  0.5384054 
## Iteration 6 lambda =  0.5384013 
## Iteration 7 lambda =  0.5384009 
## Iteration 8 lambda =  0.5384008 
## Iteration 1 lambda =  0.5653637 
## Iteration 2 lambda =  0.5219 
## Iteration 3 lambda =  0.5175537 
## Iteration 4 lambda =  0.517119 
## Iteration 5 lambda =  0.5170756 
## Iteration 6 lambda =  0.5170712 
## Iteration 7 lambda =  0.5170708 
## Iteration 8 lambda =  0.5170708 
## Iteration 1 lambda =  0.4753205 
## Iteration 2 lambda =  0.4228525 
## Iteration 3 lambda =  0.4176058 
## Iteration 4 lambda =  0.4170811 
## Iteration 5 lambda =  0.4170286 
## Iteration 6 lambda =  0.4170234 
## Iteration 7 lambda =  0.4170228 
## Iteration 8 lambda =  0.4170228 
## Iteration 1 lambda =  0.5288701 
## Iteration 2 lambda =  0.4817572 
## Iteration 3 lambda =  0.4770459 
## Iteration 4 lambda =  0.4765747 
## Iteration 5 lambda =  0.4765276 
## Iteration 6 lambda =  0.4765229 
## Iteration 7 lambda =  0.4765224 
## Iteration 8 lambda =  0.4765224 
## Iteration 1 lambda =  0.6757011 
## Iteration 2 lambda =  0.6432712 
## Iteration 3 lambda =  0.6400283 
## Iteration 4 lambda =  0.639704 
## Iteration 5 lambda =  0.6396715 
## Iteration 6 lambda =  0.6396683 
## Iteration 7 lambda =  0.639668 
## Iteration 8 lambda =  0.6396679 
## Iteration 1 lambda =  0.7671937 
## Iteration 2 lambda =  0.7439131 
## Iteration 3 lambda =  0.741585 
## Iteration 4 lambda =  0.7413522 
## Iteration 5 lambda =  0.7413289 
## Iteration 6 lambda =  0.7413266 
## Iteration 7 lambda =  0.7413263 
## Iteration 8 lambda =  0.7413263 
## Iteration 1 lambda =  0.5817768 
## Iteration 2 lambda =  0.5399545 
## Iteration 3 lambda =  0.5357723 
## Iteration 4 lambda =  0.535354 
## Iteration 5 lambda =  0.5353122 
## Iteration 6 lambda =  0.535308 
## Iteration 7 lambda =  0.5353076 
## Iteration 8 lambda =  0.5353076 
## Iteration 1 lambda =  0.6058041 
## Iteration 2 lambda =  0.5663845 
## Iteration 3 lambda =  0.5624426 
## Iteration 4 lambda =  0.5620484 
## Iteration 5 lambda =  0.562009 
## Iteration 6 lambda =  0.562005 
## Iteration 7 lambda =  0.5620046 
## Iteration 8 lambda =  0.5620046 
## Iteration 1 lambda =  0.7338562 
## Iteration 2 lambda =  0.7072418 
## Iteration 3 lambda =  0.7045804 
## Iteration 4 lambda =  0.7043143 
## Iteration 5 lambda =  0.7042876 
## Iteration 6 lambda =  0.704285 
## Iteration 7 lambda =  0.7042847 
## Iteration 8 lambda =  0.7042847 
## Iteration 1 lambda =  0.5846597 
## Iteration 2 lambda =  0.5431257 
## Iteration 3 lambda =  0.5389723 
## Iteration 4 lambda =  0.538557 
## Iteration 5 lambda =  0.5385154 
## Iteration 6 lambda =  0.5385113 
## Iteration 7 lambda =  0.5385109 
## Iteration 8 lambda =  0.5385108 
## Iteration 1 lambda =  0.499434 
## Iteration 2 lambda =  0.4493774 
## Iteration 3 lambda =  0.4443717 
## Iteration 4 lambda =  0.4438711 
## Iteration 5 lambda =  0.4438211 
## Iteration 6 lambda =  0.4438161 
## Iteration 7 lambda =  0.4438156 
## Iteration 8 lambda =  0.4438155 
## Iteration 1 lambda =  0.5672479 
## Iteration 2 lambda =  0.5239727 
## Iteration 3 lambda =  0.5196452 
## Iteration 4 lambda =  0.5192124 
## Iteration 5 lambda =  0.5191691 
## Iteration 6 lambda =  0.5191648 
## Iteration 7 lambda =  0.5191644 
## Iteration 8 lambda =  0.5191643 
## Iteration 1 lambda =  0.6319911 
## Iteration 2 lambda =  0.5951902 
## Iteration 3 lambda =  0.5915101 
## Iteration 4 lambda =  0.5911421 
## Iteration 5 lambda =  0.5911053 
## Iteration 6 lambda =  0.5911016 
## Iteration 7 lambda =  0.5911013 
## Iteration 8 lambda =  0.5911012 
## Iteration 1 lambda =  0.5363767 
## Iteration 2 lambda =  0.4900144 
## Iteration 3 lambda =  0.4853781 
## Iteration 4 lambda =  0.4849145 
## Iteration 5 lambda =  0.4848682 
## Iteration 6 lambda =  0.4848635 
## Iteration 7 lambda =  0.4848631 
## Iteration 8 lambda =  0.484863 
## Iteration 1 lambda =  0.4765577 
## Iteration 2 lambda =  0.4242135 
## Iteration 3 lambda =  0.4189791 
## Iteration 4 lambda =  0.4184556 
## Iteration 5 lambda =  0.4184033 
## Iteration 6 lambda =  0.4183981 
## Iteration 7 lambda =  0.4183975 
## Iteration 8 lambda =  0.4183975 
## Iteration 1 lambda =  0.5263333 
## Iteration 2 lambda =  0.4789666 
## Iteration 3 lambda =  0.4742299 
## Iteration 4 lambda =  0.4737563 
## Iteration 5 lambda =  0.4737089 
## Iteration 6 lambda =  0.4737042 
## Iteration 7 lambda =  0.4737037 
## Iteration 8 lambda =  0.4737037 
## Iteration 1 lambda =  0.571444 
## Iteration 2 lambda =  0.5285884 
## Iteration 3 lambda =  0.5243028 
## Iteration 4 lambda =  0.5238743 
## Iteration 5 lambda =  0.5238314 
## Iteration 6 lambda =  0.5238271 
## Iteration 7 lambda =  0.5238267 
## Iteration 8 lambda =  0.5238267 
## Iteration 1 lambda =  0.4582774 
## Iteration 2 lambda =  0.4041051 
## Iteration 3 lambda =  0.3986879 
## Iteration 4 lambda =  0.3981461 
## Iteration 5 lambda =  0.398092 
## Iteration 6 lambda =  0.3980865 
## Iteration 7 lambda =  0.398086 
## Iteration 8 lambda =  0.398086 
## Iteration 1 lambda =  0.5356117 
## Iteration 2 lambda =  0.4891729 
## Iteration 3 lambda =  0.484529 
## Iteration 4 lambda =  0.4840646 
## Iteration 5 lambda =  0.4840182 
## Iteration 6 lambda =  0.4840136 
## Iteration 7 lambda =  0.4840131 
## Iteration 8 lambda =  0.484013 
## Iteration 1 lambda =  0.6546761 
## Iteration 2 lambda =  0.6201438 
## Iteration 3 lambda =  0.6166905 
## Iteration 4 lambda =  0.6163452 
## Iteration 5 lambda =  0.6163107 
## Iteration 6 lambda =  0.6163072 
## Iteration 7 lambda =  0.6163069 
## Iteration 8 lambda =  0.6163068 
## Iteration 1 lambda =  0.4043306 
## Iteration 2 lambda =  0.3447636 
## Iteration 3 lambda =  0.3388069 
## Iteration 4 lambda =  0.3382113 
## Iteration 5 lambda =  0.3381517 
## Iteration 6 lambda =  0.3381457 
## Iteration 7 lambda =  0.3381451 
## Iteration 8 lambda =  0.3381451 
## Iteration 1 lambda =  0.5171826 
## Iteration 2 lambda =  0.4689008 
## Iteration 3 lambda =  0.4640727 
## Iteration 4 lambda =  0.4635898 
## Iteration 5 lambda =  0.4635416 
## Iteration 6 lambda =  0.4635367 
## Iteration 7 lambda =  0.4635363 
## Iteration 8 lambda =  0.4635362 
## Iteration 1 lambda =  0.6047311 
## Iteration 2 lambda =  0.5652042 
## Iteration 3 lambda =  0.5612515 
## Iteration 4 lambda =  0.5608562 
## Iteration 5 lambda =  0.5608167 
## Iteration 6 lambda =  0.5608127 
## Iteration 7 lambda =  0.5608123 
## Iteration 8 lambda =  0.5608123 
## Iteration 1 lambda =  0.4767311 
## Iteration 2 lambda =  0.4244042 
## Iteration 3 lambda =  0.4191715 
## Iteration 4 lambda =  0.4186482 
## Iteration 5 lambda =  0.4185959 
## Iteration 6 lambda =  0.4185906 
## Iteration 7 lambda =  0.4185901 
## Iteration 8 lambda =  0.4185901 
## Iteration 1 lambda =  0.5373356 
## Iteration 2 lambda =  0.4910692 
## Iteration 3 lambda =  0.4864426 
## Iteration 4 lambda =  0.4859799 
## Iteration 5 lambda =  0.4859336 
## Iteration 6 lambda =  0.485929 
## Iteration 7 lambda =  0.4859286 
## Iteration 8 lambda =  0.4859285 
## Iteration 1 lambda =  0.5515201 
## Iteration 2 lambda =  0.5066721 
## Iteration 3 lambda =  0.5021873 
## Iteration 4 lambda =  0.5017388 
## Iteration 5 lambda =  0.5016939 
## Iteration 6 lambda =  0.5016895 
## Iteration 7 lambda =  0.501689 
## Iteration 8 lambda =  0.501689 
## Iteration 1 lambda =  0.5441086 
## Iteration 2 lambda =  0.4985194 
## Iteration 3 lambda =  0.4939605 
## Iteration 4 lambda =  0.4935046 
## Iteration 5 lambda =  0.493459 
## Iteration 6 lambda =  0.4934545 
## Iteration 7 lambda =  0.493454 
## Iteration 8 lambda =  0.493454 
## Iteration 1 lambda =  0.6721461 
## Iteration 2 lambda =  0.6393607 
## Iteration 3 lambda =  0.6360822 
## Iteration 4 lambda =  0.6357543 
## Iteration 5 lambda =  0.6357215 
## Iteration 6 lambda =  0.6357183 
## Iteration 7 lambda =  0.6357179 
## Iteration 8 lambda =  0.6357179 
## Iteration 1 lambda =  0.6734493 
## Iteration 2 lambda =  0.6407942 
## Iteration 3 lambda =  0.6375287 
## Iteration 4 lambda =  0.6372021 
## Iteration 5 lambda =  0.6371695 
## Iteration 6 lambda =  0.6371662 
## Iteration 7 lambda =  0.6371659 
## Iteration 8 lambda =  0.6371659 
## Iteration 1 lambda =  0.5869455 
## Iteration 2 lambda =  0.5456401 
## Iteration 3 lambda =  0.5415095 
## Iteration 4 lambda =  0.5410965 
## Iteration 5 lambda =  0.5410552 
## Iteration 6 lambda =  0.5410511 
## Iteration 7 lambda =  0.5410506 
## Iteration 8 lambda =  0.5410506 
## Iteration 1 lambda =  0.4946192 
## Iteration 2 lambda =  0.4440812 
## Iteration 3 lambda =  0.4390274 
## Iteration 4 lambda =  0.438522 
## Iteration 5 lambda =  0.4384714 
## Iteration 6 lambda =  0.4384664 
## Iteration 7 lambda =  0.4384659 
## Iteration 8 lambda =  0.4384658 
## Iteration 1 lambda =  0.5020047 
## Iteration 2 lambda =  0.4522052 
## Iteration 3 lambda =  0.4472252 
## Iteration 4 lambda =  0.4467273 
## Iteration 5 lambda =  0.4466775 
## Iteration 6 lambda =  0.4466725 
## Iteration 7 lambda =  0.446672 
## Iteration 8 lambda =  0.4466719 
## Iteration 1 lambda =  0.4591073 
## Iteration 2 lambda =  0.405018 
## Iteration 3 lambda =  0.3996091 
## Iteration 4 lambda =  0.3990682 
## Iteration 5 lambda =  0.3990141 
## Iteration 6 lambda =  0.3990087 
## Iteration 7 lambda =  0.3990081 
## Iteration 8 lambda =  0.3990081 
## Iteration 1 lambda =  0.507829 
## Iteration 2 lambda =  0.4586119 
## Iteration 3 lambda =  0.4536902 
## Iteration 4 lambda =  0.453198 
## Iteration 5 lambda =  0.4531488 
## Iteration 6 lambda =  0.4531439 
## Iteration 7 lambda =  0.4531434 
## Iteration 8 lambda =  0.4531434 
## Iteration 1 lambda =  0.6936416 
## Iteration 2 lambda =  0.6630058 
## Iteration 3 lambda =  0.6599422 
## Iteration 4 lambda =  0.6596359 
## Iteration 5 lambda =  0.6596052 
## Iteration 6 lambda =  0.6596022 
## Iteration 7 lambda =  0.6596019 
## Iteration 8 lambda =  0.6596018 
## Iteration 1 lambda =  0.5625693 
## Iteration 2 lambda =  0.5188262 
## Iteration 3 lambda =  0.5144519 
## Iteration 4 lambda =  0.5140145 
## Iteration 5 lambda =  0.5139707 
## Iteration 6 lambda =  0.5139663 
## Iteration 7 lambda =  0.5139659 
## Iteration 8 lambda =  0.5139659 
## Iteration 1 lambda =  0.5410947 
## Iteration 2 lambda =  0.4952042 
## Iteration 3 lambda =  0.4906151 
## Iteration 4 lambda =  0.4901562 
## Iteration 5 lambda =  0.4901103 
## Iteration 6 lambda =  0.4901057 
## Iteration 7 lambda =  0.4901053 
## Iteration 8 lambda =  0.4901052 
## Iteration 1 lambda =  0.6303762 
## Iteration 2 lambda =  0.5934138 
## Iteration 3 lambda =  0.5897176 
## Iteration 4 lambda =  0.5893479 
## Iteration 5 lambda =  0.589311 
## Iteration 6 lambda =  0.5893073 
## Iteration 7 lambda =  0.5893069 
## Iteration 8 lambda =  0.5893069 
## Iteration 1 lambda =  0.5776594 
## Iteration 2 lambda =  0.5354253 
## Iteration 3 lambda =  0.5312019 
## Iteration 4 lambda =  0.5307796 
## Iteration 5 lambda =  0.5307374 
## Iteration 6 lambda =  0.5307331 
## Iteration 7 lambda =  0.5307327 
## Iteration 8 lambda =  0.5307327 
## Iteration 1 lambda =  0.7069329 
## Iteration 2 lambda =  0.6776262 
## Iteration 3 lambda =  0.6746955 
## Iteration 4 lambda =  0.6744024 
## Iteration 5 lambda =  0.6743731 
## Iteration 6 lambda =  0.6743702 
## Iteration 7 lambda =  0.6743699 
## Iteration 8 lambda =  0.6743699 
## Iteration 1 lambda =  0.5021908 
## Iteration 2 lambda =  0.4524099 
## Iteration 3 lambda =  0.4474318 
## Iteration 4 lambda =  0.446934 
## Iteration 5 lambda =  0.4468843 
## Iteration 6 lambda =  0.4468793 
## Iteration 7 lambda =  0.4468788 
## Iteration 8 lambda =  0.4468787 
## Iteration 1 lambda =  0.4970293 
## Iteration 2 lambda =  0.4467322 
## Iteration 3 lambda =  0.4417025 
## Iteration 4 lambda =  0.4411995 
## Iteration 5 lambda =  0.4411492 
## Iteration 6 lambda =  0.4411442 
## Iteration 7 lambda =  0.4411437 
## Iteration 8 lambda =  0.4411436 
## Iteration 1 lambda =  0.5420713 
## Iteration 2 lambda =  0.4962784 
## Iteration 3 lambda =  0.4916992 
## Iteration 4 lambda =  0.4912412 
## Iteration 5 lambda =  0.4911954 
## Iteration 6 lambda =  0.4911909 
## Iteration 7 lambda =  0.4911904 
## Iteration 8 lambda =  0.4911903 
## Iteration 1 lambda =  0.6284781 
## Iteration 2 lambda =  0.5913259 
## Iteration 3 lambda =  0.5876107 
## Iteration 4 lambda =  0.5872391 
## Iteration 5 lambda =  0.587202 
## Iteration 6 lambda =  0.5871983 
## Iteration 7 lambda =  0.5871979 
## Iteration 8 lambda =  0.5871979 
## Iteration 1 lambda =  0.5539332 
## Iteration 2 lambda =  0.5093266 
## Iteration 3 lambda =  0.5048659 
## Iteration 4 lambda =  0.5044198 
## Iteration 5 lambda =  0.5043752 
## Iteration 6 lambda =  0.5043708 
## Iteration 7 lambda =  0.5043703 
## Iteration 8 lambda =  0.5043703 
## Iteration 1 lambda =  0.4378988 
## Iteration 2 lambda =  0.3816887 
## Iteration 3 lambda =  0.3760677 
## Iteration 4 lambda =  0.3755056 
## Iteration 5 lambda =  0.3754494 
## Iteration 6 lambda =  0.3754438 
## Iteration 7 lambda =  0.3754432 
## Iteration 8 lambda =  0.3754432 
## Iteration 1 lambda =  0.4909398 
## Iteration 2 lambda =  0.4400338 
## Iteration 3 lambda =  0.4349432 
## Iteration 4 lambda =  0.4344342 
## Iteration 5 lambda =  0.4343832 
## Iteration 6 lambda =  0.4343782 
## Iteration 7 lambda =  0.4343776 
## Iteration 8 lambda =  0.4343776 
## Iteration 1 lambda =  0.5256476 
## Iteration 2 lambda =  0.4782124 
## Iteration 3 lambda =  0.4734689 
## Iteration 4 lambda =  0.4729945 
## Iteration 5 lambda =  0.4729471 
## Iteration 6 lambda =  0.4729424 
## Iteration 7 lambda =  0.4729419 
## Iteration 8 lambda =  0.4729418 
## Iteration 1 lambda =  0.6222295 
## Iteration 2 lambda =  0.5844524 
## Iteration 3 lambda =  0.5806747 
## Iteration 4 lambda =  0.580297 
## Iteration 5 lambda =  0.5802592 
## Iteration 6 lambda =  0.5802554 
## Iteration 7 lambda =  0.580255 
## Iteration 8 lambda =  0.580255 
## Iteration 1 lambda =  0.7424291 
## Iteration 2 lambda =  0.716672 
## Iteration 3 lambda =  0.7140963 
## Iteration 4 lambda =  0.7138387 
## Iteration 5 lambda =  0.713813 
## Iteration 6 lambda =  0.7138104 
## Iteration 7 lambda =  0.7138101 
## Iteration 8 lambda =  0.7138101 
## Iteration 1 lambda =  0.6938156 
## Iteration 2 lambda =  0.6631972 
## Iteration 3 lambda =  0.6601354 
## Iteration 4 lambda =  0.6598292 
## Iteration 5 lambda =  0.6597986 
## Iteration 6 lambda =  0.6597955 
## Iteration 7 lambda =  0.6597952 
## Iteration 8 lambda =  0.6597952 
## Iteration 1 lambda =  0.6015275 
## Iteration 2 lambda =  0.5616803 
## Iteration 3 lambda =  0.5576955 
## Iteration 4 lambda =  0.5572971 
## Iteration 5 lambda =  0.5572572 
## Iteration 6 lambda =  0.5572532 
## Iteration 7 lambda =  0.5572528 
## Iteration 8 lambda =  0.5572528 
## Iteration 1 lambda =  0.5016167 
## Iteration 2 lambda =  0.4517783 
## Iteration 3 lambda =  0.4467945 
## Iteration 4 lambda =  0.4462961 
## Iteration 5 lambda =  0.4462463 
## Iteration 6 lambda =  0.4462413 
## Iteration 7 lambda =  0.4462408 
## Iteration 8 lambda =  0.4462408 
## Iteration 1 lambda =  0.6181833 
## Iteration 2 lambda =  0.5800017 
## Iteration 3 lambda =  0.5761835 
## Iteration 4 lambda =  0.5758017 
## Iteration 5 lambda =  0.5757635 
## Iteration 6 lambda =  0.5757597 
## Iteration 7 lambda =  0.5757593 
## Iteration 8 lambda =  0.5757593 
## Iteration 1 lambda =  0.6619051 
## Iteration 2 lambda =  0.6280956 
## Iteration 3 lambda =  0.6247146 
## Iteration 4 lambda =  0.6243766 
## Iteration 5 lambda =  0.6243427 
## Iteration 6 lambda =  0.6243394 
## Iteration 7 lambda =  0.624339 
## Iteration 8 lambda =  0.624339 
## Iteration 1 lambda =  0.4706419 
## Iteration 2 lambda =  0.4177061 
## Iteration 3 lambda =  0.4124126 
## Iteration 4 lambda =  0.4118832 
## Iteration 5 lambda =  0.4118303 
## Iteration 6 lambda =  0.411825 
## Iteration 7 lambda =  0.4118244 
## Iteration 8 lambda =  0.4118244 
## Iteration 1 lambda =  0.5748316 
## Iteration 2 lambda =  0.5323148 
## Iteration 3 lambda =  0.5280631 
## Iteration 4 lambda =  0.5276379 
## Iteration 5 lambda =  0.5275954 
## Iteration 6 lambda =  0.5275912 
## Iteration 7 lambda =  0.5275907 
## Iteration 8 lambda =  0.5275907 
## Iteration 1 lambda =  0.6704517 
## Iteration 2 lambda =  0.6374968 
## Iteration 3 lambda =  0.6342014 
## Iteration 4 lambda =  0.6338718 
## Iteration 5 lambda =  0.6338389 
## Iteration 6 lambda =  0.6338356 
## Iteration 7 lambda =  0.6338352 
## Iteration 8 lambda =  0.6338352 
## Iteration 1 lambda =  0.6878238 
## Iteration 2 lambda =  0.6566062 
## Iteration 3 lambda =  0.6534844 
## Iteration 4 lambda =  0.6531722 
## Iteration 5 lambda =  0.653141 
## Iteration 6 lambda =  0.6531379 
## Iteration 7 lambda =  0.6531376 
## Iteration 8 lambda =  0.6531375 
## Iteration 1 lambda =  0.5416355 
## Iteration 2 lambda =  0.495799 
## Iteration 3 lambda =  0.4912154 
## Iteration 4 lambda =  0.490757 
## Iteration 5 lambda =  0.4907112 
## Iteration 6 lambda =  0.4907066 
## Iteration 7 lambda =  0.4907061 
## Iteration 8 lambda =  0.4907061 
## Iteration 1 lambda =  0.61291 
## Iteration 2 lambda =  0.574201 
## Iteration 3 lambda =  0.5703301 
## Iteration 4 lambda =  0.569943 
## Iteration 5 lambda =  0.5699043 
## Iteration 6 lambda =  0.5699004 
## Iteration 7 lambda =  0.5699001 
## Iteration 8 lambda =  0.5699 
## Iteration 1 lambda =  0.5123801 
## Iteration 2 lambda =  0.4636181 
## Iteration 3 lambda =  0.4587419 
## Iteration 4 lambda =  0.4582543 
## Iteration 5 lambda =  0.4582056 
## Iteration 6 lambda =  0.4582007 
## Iteration 7 lambda =  0.4582002 
## Iteration 8 lambda =  0.4582001 
## Iteration 1 lambda =  0.5723126 
## Iteration 2 lambda =  0.5295439 
## Iteration 3 lambda =  0.525267 
## Iteration 4 lambda =  0.5248393 
## Iteration 5 lambda =  0.5247965 
## Iteration 6 lambda =  0.5247923 
## Iteration 7 lambda =  0.5247918 
## Iteration 8 lambda =  0.5247918 
## Iteration 1 lambda =  0.5827516 
## Iteration 2 lambda =  0.5410267 
## Iteration 3 lambda =  0.5368543 
## Iteration 4 lambda =  0.536437 
## Iteration 5 lambda =  0.5363953 
## Iteration 6 lambda =  0.5363911 
## Iteration 7 lambda =  0.5363907 
## Iteration 8 lambda =  0.5363906 
## Iteration 1 lambda =  0.5936392 
## Iteration 2 lambda =  0.5530032 
## Iteration 3 lambda =  0.5489396 
## Iteration 4 lambda =  0.5485332 
## Iteration 5 lambda =  0.5484926 
## Iteration 6 lambda =  0.5484885 
## Iteration 7 lambda =  0.5484881 
## Iteration 8 lambda =  0.548488 
## Iteration 1 lambda =  0.6785618 
## Iteration 2 lambda =  0.6464179 
## Iteration 3 lambda =  0.6432036 
## Iteration 4 lambda =  0.6428821 
## Iteration 5 lambda =  0.64285 
## Iteration 6 lambda =  0.6428468 
## Iteration 7 lambda =  0.6428464 
## Iteration 8 lambda =  0.6428464 
## Iteration 1 lambda =  0.5647745 
## Iteration 2 lambda =  0.5212519 
## Iteration 3 lambda =  0.5168997 
## Iteration 4 lambda =  0.5164644 
## Iteration 5 lambda =  0.5164209 
## Iteration 6 lambda =  0.5164166 
## Iteration 7 lambda =  0.5164161 
## Iteration 8 lambda =  0.5164161 
## Iteration 1 lambda =  0.7429978 
## Iteration 2 lambda =  0.7172976 
## Iteration 3 lambda =  0.7147276 
## Iteration 4 lambda =  0.7144706 
## Iteration 5 lambda =  0.7144449 
## Iteration 6 lambda =  0.7144423 
## Iteration 7 lambda =  0.7144421 
## Iteration 8 lambda =  0.714442 
## Iteration 1 lambda =  0.387175 
## Iteration 2 lambda =  0.3258925 
## Iteration 3 lambda =  0.3197642 
## Iteration 4 lambda =  0.3191514 
## Iteration 5 lambda =  0.3190901 
## Iteration 6 lambda =  0.319084 
## Iteration 7 lambda =  0.3190834 
## Iteration 8 lambda =  0.3190833 
## Iteration 1 lambda =  0.5975454 
## Iteration 2 lambda =  0.5573 
## Iteration 3 lambda =  0.5532754 
## Iteration 4 lambda =  0.552873 
## Iteration 5 lambda =  0.5528327 
## Iteration 6 lambda =  0.5528287 
## Iteration 7 lambda =  0.5528283 
## Iteration 8 lambda =  0.5528283 
## Iteration 1 lambda =  0.5255258 
## Iteration 2 lambda =  0.4780784 
## Iteration 3 lambda =  0.4733337 
## Iteration 4 lambda =  0.4728592 
## Iteration 5 lambda =  0.4728118 
## Iteration 6 lambda =  0.472807 
## Iteration 7 lambda =  0.4728065 
## Iteration 8 lambda =  0.4728065 
## Iteration 1 lambda =  0.5159221 
## Iteration 2 lambda =  0.4675143 
## Iteration 3 lambda =  0.4626735 
## Iteration 4 lambda =  0.4621895 
## Iteration 5 lambda =  0.4621411 
## Iteration 6 lambda =  0.4621362 
## Iteration 7 lambda =  0.4621357 
## Iteration 8 lambda =  0.4621357 
## Iteration 1 lambda =  0.5000902 
## Iteration 2 lambda =  0.4500992 
## Iteration 3 lambda =  0.4451001 
## Iteration 4 lambda =  0.4446002 
## Iteration 5 lambda =  0.4445502 
## Iteration 6 lambda =  0.4445452 
## Iteration 7 lambda =  0.4445447 
## Iteration 8 lambda =  0.4445446 
## Iteration 1 lambda =  0.5552551 
## Iteration 2 lambda =  0.5107806 
## Iteration 3 lambda =  0.5063331 
## Iteration 4 lambda =  0.5058884 
## Iteration 5 lambda =  0.5058439 
## Iteration 6 lambda =  0.5058395 
## Iteration 7 lambda =  0.505839 
## Iteration 8 lambda =  0.505839 
## Iteration 1 lambda =  0.5741316 
## Iteration 2 lambda =  0.5315447 
## Iteration 3 lambda =  0.527286 
## Iteration 4 lambda =  0.5268602 
## Iteration 5 lambda =  0.5268176 
## Iteration 6 lambda =  0.5268133 
## Iteration 7 lambda =  0.5268129 
## Iteration 8 lambda =  0.5268129 
## Iteration 1 lambda =  0.3546154 
## Iteration 2 lambda =  0.2900769 
## Iteration 3 lambda =  0.2836231 
## Iteration 4 lambda =  0.2829777 
## Iteration 5 lambda =  0.2829132 
## Iteration 6 lambda =  0.2829067 
## Iteration 7 lambda =  0.2829061 
## Iteration 8 lambda =  0.282906 
## Iteration 1 lambda =  0.6051225 
## Iteration 2 lambda =  0.5656347 
## Iteration 3 lambda =  0.561686 
## Iteration 4 lambda =  0.5612911 
## Iteration 5 lambda =  0.5612516 
## Iteration 6 lambda =  0.5612476 
## Iteration 7 lambda =  0.5612473 
## Iteration 8 lambda =  0.5612472 
## Iteration 1 lambda =  0.5315593 
## Iteration 2 lambda =  0.4847152 
## Iteration 3 lambda =  0.4800308 
## Iteration 4 lambda =  0.4795624 
## Iteration 5 lambda =  0.4795155 
## Iteration 6 lambda =  0.4795109 
## Iteration 7 lambda =  0.4795104 
## Iteration 8 lambda =  0.4795103 
## Iteration 1 lambda =  0.5633219 
## Iteration 2 lambda =  0.5196541 
## Iteration 3 lambda =  0.5152873 
## Iteration 4 lambda =  0.5148506 
## Iteration 5 lambda =  0.514807 
## Iteration 6 lambda =  0.5148026 
## Iteration 7 lambda =  0.5148022 
## Iteration 8 lambda =  0.5148021 
## Iteration 1 lambda =  0.753901 
## Iteration 2 lambda =  0.7292911 
## Iteration 3 lambda =  0.7268301 
## Iteration 4 lambda =  0.726584 
## Iteration 5 lambda =  0.7265594 
## Iteration 6 lambda =  0.7265569 
## Iteration 7 lambda =  0.7265567 
## Iteration 8 lambda =  0.7265567 
## Iteration 1 lambda =  0.5465417 
## Iteration 2 lambda =  0.5011959 
## Iteration 3 lambda =  0.4966613 
## Iteration 4 lambda =  0.4962078 
## Iteration 5 lambda =  0.4961625 
## Iteration 6 lambda =  0.4961579 
## Iteration 7 lambda =  0.4961575 
## Iteration 8 lambda =  0.4961574 
## Iteration 1 lambda =  0.603293 
## Iteration 2 lambda =  0.5636223 
## Iteration 3 lambda =  0.5596552 
## Iteration 4 lambda =  0.5592585 
## Iteration 5 lambda =  0.5592189 
## Iteration 6 lambda =  0.5592149 
## Iteration 7 lambda =  0.5592145 
## Iteration 8 lambda =  0.5592145 
## Iteration 1 lambda =  0.538994 
## Iteration 2 lambda =  0.4928935 
## Iteration 3 lambda =  0.4882834 
## Iteration 4 lambda =  0.4878224 
## Iteration 5 lambda =  0.4877763 
## Iteration 6 lambda =  0.4877717 
## Iteration 7 lambda =  0.4877712 
## Iteration 8 lambda =  0.4877712 
## Iteration 1 lambda =  0.5393018 
## Iteration 2 lambda =  0.4932319 
## Iteration 3 lambda =  0.4886249 
## Iteration 4 lambda =  0.4881643 
## Iteration 5 lambda =  0.4881182 
## Iteration 6 lambda =  0.4881136 
## Iteration 7 lambda =  0.4881131 
## Iteration 8 lambda =  0.4881131 
## Iteration 1 lambda =  0.5394828 
## Iteration 2 lambda =  0.4934311 
## Iteration 3 lambda =  0.4888259 
## Iteration 4 lambda =  0.4883654 
## Iteration 5 lambda =  0.4883193 
## Iteration 6 lambda =  0.4883147 
## Iteration 7 lambda =  0.4883142 
## Iteration 8 lambda =  0.4883142 
## Iteration 1 lambda =  0.5441384 
## Iteration 2 lambda =  0.4985522 
## Iteration 3 lambda =  0.4939936 
## Iteration 4 lambda =  0.4935378 
## Iteration 5 lambda =  0.4934922 
## Iteration 6 lambda =  0.4934876 
## Iteration 7 lambda =  0.4934872 
## Iteration 8 lambda =  0.4934871 
## Iteration 1 lambda =  0.4595404 
## Iteration 2 lambda =  0.4054945 
## Iteration 3 lambda =  0.4000899 
## Iteration 4 lambda =  0.3995494 
## Iteration 5 lambda =  0.3994954 
## Iteration 6 lambda =  0.39949 
## Iteration 7 lambda =  0.3994894 
## Iteration 8 lambda =  0.3994894 
## Iteration 1 lambda =  0.5997596 
## Iteration 2 lambda =  0.5597356 
## Iteration 3 lambda =  0.5557332 
## Iteration 4 lambda =  0.5553329 
## Iteration 5 lambda =  0.5552929 
## Iteration 6 lambda =  0.5552889 
## Iteration 7 lambda =  0.5552885 
## Iteration 8 lambda =  0.5552885 
## Iteration 1 lambda =  0.5612779 
## Iteration 2 lambda =  0.5174057 
## Iteration 3 lambda =  0.5130185 
## Iteration 4 lambda =  0.5125798 
## Iteration 5 lambda =  0.5125359 
## Iteration 6 lambda =  0.5125315 
## Iteration 7 lambda =  0.5125311 
## Iteration 8 lambda =  0.512531 
## Iteration 1 lambda =  0.5546813 
## Iteration 2 lambda =  0.5101494 
## Iteration 3 lambda =  0.5056962 
## Iteration 4 lambda =  0.5052509 
## Iteration 5 lambda =  0.5052064 
## Iteration 6 lambda =  0.5052019 
## Iteration 7 lambda =  0.5052015 
## Iteration 8 lambda =  0.5052015 
## Iteration 1 lambda =  0.3547363 
## Iteration 2 lambda =  0.2902099 
## Iteration 3 lambda =  0.2837573 
## Iteration 4 lambda =  0.283112 
## Iteration 5 lambda =  0.2830475 
## Iteration 6 lambda =  0.2830411 
## Iteration 7 lambda =  0.2830404 
## Iteration 8 lambda =  0.2830403 
## Iteration 1 lambda =  0.5831577 
## Iteration 2 lambda =  0.5414734 
## Iteration 3 lambda =  0.537305 
## Iteration 4 lambda =  0.5368882 
## Iteration 5 lambda =  0.5368465 
## Iteration 6 lambda =  0.5368423 
## Iteration 7 lambda =  0.5368419 
## Iteration 8 lambda =  0.5368418 
## Iteration 1 lambda =  0.5934875 
## Iteration 2 lambda =  0.5528362 
## Iteration 3 lambda =  0.5487711 
## Iteration 4 lambda =  0.5483646 
## Iteration 5 lambda =  0.5483239 
## Iteration 6 lambda =  0.5483198 
## Iteration 7 lambda =  0.5483194 
## Iteration 8 lambda =  0.5483194 
## Iteration 1 lambda =  0.6254537 
## Iteration 2 lambda =  0.587999 
## Iteration 3 lambda =  0.5842536 
## Iteration 4 lambda =  0.583879 
## Iteration 5 lambda =  0.5838416 
## Iteration 6 lambda =  0.5838378 
## Iteration 7 lambda =  0.5838374 
## Iteration 8 lambda =  0.5838374 
## Iteration 1 lambda =  0.6702772 
## Iteration 2 lambda =  0.6373049 
## Iteration 3 lambda =  0.6340077 
## Iteration 4 lambda =  0.6336779 
## Iteration 5 lambda =  0.633645 
## Iteration 6 lambda =  0.6336417 
## Iteration 7 lambda =  0.6336413 
## Iteration 8 lambda =  0.6336413 
## Iteration 1 lambda =  0.5680982 
## Iteration 2 lambda =  0.524908 
## Iteration 3 lambda =  0.520589 
## Iteration 4 lambda =  0.5201571 
## Iteration 5 lambda =  0.5201139 
## Iteration 6 lambda =  0.5201096 
## Iteration 7 lambda =  0.5201092 
## Iteration 8 lambda =  0.5201091 
## Iteration 1 lambda =  0.5016824 
## Iteration 2 lambda =  0.4518506 
## Iteration 3 lambda =  0.4468674 
## Iteration 4 lambda =  0.4463691 
## Iteration 5 lambda =  0.4463193 
## Iteration 6 lambda =  0.4463143 
## Iteration 7 lambda =  0.4463138 
## Iteration 8 lambda =  0.4463137 
## Iteration 1 lambda =  0.4795675 
## Iteration 2 lambda =  0.4275243 
## Iteration 3 lambda =  0.42232 
## Iteration 4 lambda =  0.4217995 
## Iteration 5 lambda =  0.4217475 
## Iteration 6 lambda =  0.4217423 
## Iteration 7 lambda =  0.4217418 
## Iteration 8 lambda =  0.4217417 
## Iteration 1 lambda =  0.6594469 
## Iteration 2 lambda =  0.6253916 
## Iteration 3 lambda =  0.621986 
## Iteration 4 lambda =  0.6216455 
## Iteration 5 lambda =  0.6216114 
## Iteration 6 lambda =  0.621608 
## Iteration 7 lambda =  0.6216077 
## Iteration 8 lambda =  0.6216076 
## Iteration 1 lambda =  0.5742663 
## Iteration 2 lambda =  0.5316929 
## Iteration 3 lambda =  0.5274356 
## Iteration 4 lambda =  0.5270098 
## Iteration 5 lambda =  0.5269673 
## Iteration 6 lambda =  0.526963 
## Iteration 7 lambda =  0.5269626 
## Iteration 8 lambda =  0.5269625 
## Iteration 1 lambda =  0.4106886 
## Iteration 2 lambda =  0.3517575 
## Iteration 3 lambda =  0.3458644 
## Iteration 4 lambda =  0.345275 
## Iteration 5 lambda =  0.3452161 
## Iteration 6 lambda =  0.3452102 
## Iteration 7 lambda =  0.3452096 
## Iteration 8 lambda =  0.3452096 
## Iteration 1 lambda =  0.5347289 
## Iteration 2 lambda =  0.4882018 
## Iteration 3 lambda =  0.4835491 
## Iteration 4 lambda =  0.4830839 
## Iteration 5 lambda =  0.4830373 
## Iteration 6 lambda =  0.4830327 
## Iteration 7 lambda =  0.4830322 
## Iteration 8 lambda =  0.4830322 
## Iteration 1 lambda =  0.5594344 
## Iteration 2 lambda =  0.5153778 
## Iteration 3 lambda =  0.5109722 
## Iteration 4 lambda =  0.5105316 
## Iteration 5 lambda =  0.5104875 
## Iteration 6 lambda =  0.5104831 
## Iteration 7 lambda =  0.5104827 
## Iteration 8 lambda =  0.5104826 
## Iteration 1 lambda =  0.5857009 
## Iteration 2 lambda =  0.544271 
## Iteration 3 lambda =  0.540128 
## Iteration 4 lambda =  0.5397137 
## Iteration 5 lambda =  0.5396723 
## Iteration 6 lambda =  0.5396681 
## Iteration 7 lambda =  0.5396677 
## Iteration 8 lambda =  0.5396677 
## Iteration 1 lambda =  0.8145287 
## Iteration 2 lambda =  0.7959816 
## Iteration 3 lambda =  0.7941269 
## Iteration 4 lambda =  0.7939414 
## Iteration 5 lambda =  0.7939229 
## Iteration 6 lambda =  0.793921 
## Iteration 7 lambda =  0.7939208 
## Iteration 8 lambda =  0.7939208 
## Iteration 1 lambda =  0.4816829 
## Iteration 2 lambda =  0.4298512 
## Iteration 3 lambda =  0.424668 
## Iteration 4 lambda =  0.4241497 
## Iteration 5 lambda =  0.4240979 
## Iteration 6 lambda =  0.4240927 
## Iteration 7 lambda =  0.4240922 
## Iteration 8 lambda =  0.4240921 
## Iteration 1 lambda =  0.5268486 
## Iteration 2 lambda =  0.4795334 
## Iteration 3 lambda =  0.4748019 
## Iteration 4 lambda =  0.4743287 
## Iteration 5 lambda =  0.4742814 
## Iteration 6 lambda =  0.4742767 
## Iteration 7 lambda =  0.4742762 
## Iteration 8 lambda =  0.4742762 
## Iteration 1 lambda =  0.6263392 
## Iteration 2 lambda =  0.5889731 
## Iteration 3 lambda =  0.5852365 
## Iteration 4 lambda =  0.5848628 
## Iteration 5 lambda =  0.5848255 
## Iteration 6 lambda =  0.5848217 
## Iteration 7 lambda =  0.5848213 
## Iteration 8 lambda =  0.5848213 
## Iteration 1 lambda =  0.6046277 
## Iteration 2 lambda =  0.5650905 
## Iteration 3 lambda =  0.5611367 
## Iteration 4 lambda =  0.5607414 
## Iteration 5 lambda =  0.5607018 
## Iteration 6 lambda =  0.5606979 
## Iteration 7 lambda =  0.5606975 
## Iteration 8 lambda =  0.5606975 
## Iteration 1 lambda =  0.4697533 
## Iteration 2 lambda =  0.4167286 
## Iteration 3 lambda =  0.4114261 
## Iteration 4 lambda =  0.4108959 
## Iteration 5 lambda =  0.4108429 
## Iteration 6 lambda =  0.4108376 
## Iteration 7 lambda =  0.410837 
## Iteration 8 lambda =  0.410837 
## Iteration 1 lambda =  0.7190277 
## Iteration 2 lambda =  0.6909304 
## Iteration 3 lambda =  0.6881207 
## Iteration 4 lambda =  0.6878397 
## Iteration 5 lambda =  0.6878116 
## Iteration 6 lambda =  0.6878088 
## Iteration 7 lambda =  0.6878085 
## Iteration 8 lambda =  0.6878085 
## Iteration 1 lambda =  0.5487081 
## Iteration 2 lambda =  0.5035789 
## Iteration 3 lambda =  0.499066 
## Iteration 4 lambda =  0.4986147 
## Iteration 5 lambda =  0.4985696 
## Iteration 6 lambda =  0.4985651 
## Iteration 7 lambda =  0.4985646 
## Iteration 8 lambda =  0.4985646 
## Iteration 1 lambda =  0.6029925 
## Iteration 2 lambda =  0.5632917 
## Iteration 3 lambda =  0.5593216 
## Iteration 4 lambda =  0.5589246 
## Iteration 5 lambda =  0.5588849 
## Iteration 6 lambda =  0.558881 
## Iteration 7 lambda =  0.5588806 
## Iteration 8 lambda =  0.5588805 
## Iteration 1 lambda =  0.5856866 
## Iteration 2 lambda =  0.5442553 
## Iteration 3 lambda =  0.5401122 
## Iteration 4 lambda =  0.5396978 
## Iteration 5 lambda =  0.5396564 
## Iteration 6 lambda =  0.5396523 
## Iteration 7 lambda =  0.5396519 
## Iteration 8 lambda =  0.5396518 
## Iteration 1 lambda =  0.5292082 
## Iteration 2 lambda =  0.482129 
## Iteration 3 lambda =  0.4774211 
## Iteration 4 lambda =  0.4769503 
## Iteration 5 lambda =  0.4769032 
## Iteration 6 lambda =  0.4768985 
## Iteration 7 lambda =  0.476898 
## Iteration 8 lambda =  0.476898 
## Iteration 1 lambda =  0.5688167 
## Iteration 2 lambda =  0.5256984 
## Iteration 3 lambda =  0.5213865 
## Iteration 4 lambda =  0.5209553 
## Iteration 5 lambda =  0.5209122 
## Iteration 6 lambda =  0.5209079 
## Iteration 7 lambda =  0.5209075 
## Iteration 8 lambda =  0.5209074 
## Iteration 1 lambda =  0.570483 
## Iteration 2 lambda =  0.5275313 
## Iteration 3 lambda =  0.5232362 
## Iteration 4 lambda =  0.5228066 
## Iteration 5 lambda =  0.5227637 
## Iteration 6 lambda =  0.5227594 
## Iteration 7 lambda =  0.522759 
## Iteration 8 lambda =  0.5227589 
## Iteration 1 lambda =  0.5650527 
## Iteration 2 lambda =  0.521558 
## Iteration 3 lambda =  0.5172085 
## Iteration 4 lambda =  0.5167736 
## Iteration 5 lambda =  0.5167301 
## Iteration 6 lambda =  0.5167257 
## Iteration 7 lambda =  0.5167253 
## Iteration 8 lambda =  0.5167252 
## Iteration 1 lambda =  0.6113412 
## Iteration 2 lambda =  0.5724753 
## Iteration 3 lambda =  0.5685887 
## Iteration 4 lambda =  0.5682 
## Iteration 5 lambda =  0.5681612 
## Iteration 6 lambda =  0.5681573 
## Iteration 7 lambda =  0.5681569 
## Iteration 8 lambda =  0.5681568 
## Iteration 1 lambda =  0.5382913 
## Iteration 2 lambda =  0.4921205 
## Iteration 3 lambda =  0.4875034 
## Iteration 4 lambda =  0.4870417 
## Iteration 5 lambda =  0.4869955 
## Iteration 6 lambda =  0.4869909 
## Iteration 7 lambda =  0.4869904 
## Iteration 8 lambda =  0.4869904 
## Iteration 1 lambda =  0.5280112 
## Iteration 2 lambda =  0.4808124 
## Iteration 3 lambda =  0.4760925 
## Iteration 4 lambda =  0.4756205 
## Iteration 5 lambda =  0.4755733 
## Iteration 6 lambda =  0.4755686 
## Iteration 7 lambda =  0.4755681 
## Iteration 8 lambda =  0.4755681 
## Iteration 1 lambda =  0.4304218 
## Iteration 2 lambda =  0.373464 
## Iteration 3 lambda =  0.3677682 
## Iteration 4 lambda =  0.3671986 
## Iteration 5 lambda =  0.3671416 
## Iteration 6 lambda =  0.367136 
## Iteration 7 lambda =  0.3671354 
## Iteration 8 lambda =  0.3671353 
## Iteration 1 lambda =  0.5694895 
## Iteration 2 lambda =  0.5264385 
## Iteration 3 lambda =  0.5221334 
## Iteration 4 lambda =  0.5217029 
## Iteration 5 lambda =  0.5216598 
## Iteration 6 lambda =  0.5216555 
## Iteration 7 lambda =  0.5216551 
## Iteration 8 lambda =  0.521655 
## Iteration 1 lambda =  0.6335571 
## Iteration 2 lambda =  0.5969128 
## Iteration 3 lambda =  0.5932484 
## Iteration 4 lambda =  0.5928819 
## Iteration 5 lambda =  0.5928453 
## Iteration 6 lambda =  0.5928416 
## Iteration 7 lambda =  0.5928412 
## Iteration 8 lambda =  0.5928412 
## Iteration 1 lambda =  0.6115035 
## Iteration 2 lambda =  0.5726539 
## Iteration 3 lambda =  0.5687689 
## Iteration 4 lambda =  0.5683804 
## Iteration 5 lambda =  0.5683416 
## Iteration 6 lambda =  0.5683377 
## Iteration 7 lambda =  0.5683373 
## Iteration 8 lambda =  0.5683373 
## Iteration 1 lambda =  0.4054771 
## Iteration 2 lambda =  0.3460248 
## Iteration 3 lambda =  0.3400795 
## Iteration 4 lambda =  0.339485 
## Iteration 5 lambda =  0.3394256 
## Iteration 6 lambda =  0.3394196 
## Iteration 7 lambda =  0.339419 
## Iteration 8 lambda =  0.339419 
## Iteration 1 lambda =  0.5101047 
## Iteration 2 lambda =  0.4611152 
## Iteration 3 lambda =  0.4562162 
## Iteration 4 lambda =  0.4557263 
## Iteration 5 lambda =  0.4556773 
## Iteration 6 lambda =  0.4556724 
## Iteration 7 lambda =  0.4556719 
## Iteration 8 lambda =  0.4556719 
## Iteration 1 lambda =  0.5325981 
## Iteration 2 lambda =  0.4858579 
## Iteration 3 lambda =  0.4811839 
## Iteration 4 lambda =  0.4807165 
## Iteration 5 lambda =  0.4806698 
## Iteration 6 lambda =  0.4806651 
## Iteration 7 lambda =  0.4806646 
## Iteration 8 lambda =  0.4806646 
## Iteration 1 lambda =  0.4022733 
## Iteration 2 lambda =  0.3425006 
## Iteration 3 lambda =  0.3365233 
## Iteration 4 lambda =  0.3359256 
## Iteration 5 lambda =  0.3358658 
## Iteration 6 lambda =  0.3358599 
## Iteration 7 lambda =  0.3358593 
## Iteration 8 lambda =  0.3358592 
## Iteration 1 lambda =  0.4761669 
## Iteration 2 lambda =  0.4237836 
## Iteration 3 lambda =  0.4185453 
## Iteration 4 lambda =  0.4180215 
## Iteration 5 lambda =  0.4179691 
## Iteration 6 lambda =  0.4179639 
## Iteration 7 lambda =  0.4179633 
## Iteration 8 lambda =  0.4179633 
## Iteration 1 lambda =  0.381145 
## Iteration 2 lambda =  0.3192595 
## Iteration 3 lambda =  0.3130709 
## Iteration 4 lambda =  0.3124521 
## Iteration 5 lambda =  0.3123902 
## Iteration 6 lambda =  0.312384 
## Iteration 7 lambda =  0.3123834 
## Iteration 8 lambda =  0.3123833 
## Iteration 1 lambda =  0.4539242 
## Iteration 2 lambda =  0.3993166 
## Iteration 3 lambda =  0.3938559 
## Iteration 4 lambda =  0.3933098 
## Iteration 5 lambda =  0.3932552 
## Iteration 6 lambda =  0.3932497 
## Iteration 7 lambda =  0.3932492 
## Iteration 8 lambda =  0.3932491 
## Iteration 1 lambda =  0.5294657 
## Iteration 2 lambda =  0.4824123 
## Iteration 3 lambda =  0.4777069 
## Iteration 4 lambda =  0.4772364 
## Iteration 5 lambda =  0.4771894 
## Iteration 6 lambda =  0.4771847 
## Iteration 7 lambda =  0.4771842 
## Iteration 8 lambda =  0.4771841 
## Iteration 1 lambda =  0.4707859 
## Iteration 2 lambda =  0.4178644 
## Iteration 3 lambda =  0.4125723 
## Iteration 4 lambda =  0.4120431 
## Iteration 5 lambda =  0.4119902 
## Iteration 6 lambda =  0.4119849 
## Iteration 7 lambda =  0.4119844 
## Iteration 8 lambda =  0.4119843 
## Iteration 1 lambda =  0.5699572 
## Iteration 2 lambda =  0.5269529 
## Iteration 3 lambda =  0.5226525 
## Iteration 4 lambda =  0.5222224 
## Iteration 5 lambda =  0.5221794 
## Iteration 6 lambda =  0.5221751 
## Iteration 7 lambda =  0.5221747 
## Iteration 8 lambda =  0.5221746 
## Iteration 1 lambda =  0.6632719 
## Iteration 2 lambda =  0.6295991 
## Iteration 3 lambda =  0.6262318 
## Iteration 4 lambda =  0.6258951 
## Iteration 5 lambda =  0.6258614 
## Iteration 6 lambda =  0.6258581 
## Iteration 7 lambda =  0.6258577 
## Iteration 8 lambda =  0.6258577 
## Iteration 1 lambda =  0.6727388 
## Iteration 2 lambda =  0.6400127 
## Iteration 3 lambda =  0.6367401 
## Iteration 4 lambda =  0.6364128 
## Iteration 5 lambda =  0.6363801 
## Iteration 6 lambda =  0.6363768 
## Iteration 7 lambda =  0.6363765 
## Iteration 8 lambda =  0.6363765 
## Iteration 1 lambda =  0.4247432 
## Iteration 2 lambda =  0.3672175 
## Iteration 3 lambda =  0.361465 
## Iteration 4 lambda =  0.3608897 
## Iteration 5 lambda =  0.3608322 
## Iteration 6 lambda =  0.3608264 
## Iteration 7 lambda =  0.3608258 
## Iteration 8 lambda =  0.3608258 
## Iteration 1 lambda =  0.5233987 
## Iteration 2 lambda =  0.4757386 
## Iteration 3 lambda =  0.4709725 
## Iteration 4 lambda =  0.4704959 
## Iteration 5 lambda =  0.4704483 
## Iteration 6 lambda =  0.4704435 
## Iteration 7 lambda =  0.470443 
## Iteration 8 lambda =  0.470443 
## Iteration 1 lambda =  0.6273117 
## Iteration 2 lambda =  0.5900429 
## Iteration 3 lambda =  0.586316 
## Iteration 4 lambda =  0.5859433 
## Iteration 5 lambda =  0.5859061 
## Iteration 6 lambda =  0.5859023 
## Iteration 7 lambda =  0.585902 
## Iteration 8 lambda =  0.5859019 
## Iteration 1 lambda =  0.4949432 
## Iteration 2 lambda =  0.4444375 
## Iteration 3 lambda =  0.4393869 
## Iteration 4 lambda =  0.4388819 
## Iteration 5 lambda =  0.4388314 
## Iteration 6 lambda =  0.4388263 
## Iteration 7 lambda =  0.4388258 
## Iteration 8 lambda =  0.4388258 
## Iteration 1 lambda =  0.6077427 
## Iteration 2 lambda =  0.5685169 
## Iteration 3 lambda =  0.5645944 
## Iteration 4 lambda =  0.5642021 
## Iteration 5 lambda =  0.5641629 
## Iteration 6 lambda =  0.564159 
## Iteration 7 lambda =  0.5641586 
## Iteration 8 lambda =  0.5641585 
## Iteration 1 lambda =  0.6857792 
## Iteration 2 lambda =  0.6543571 
## Iteration 3 lambda =  0.6512149 
## Iteration 4 lambda =  0.6509007 
## Iteration 5 lambda =  0.6508693 
## Iteration 6 lambda =  0.6508662 
## Iteration 7 lambda =  0.6508658 
## Iteration 8 lambda =  0.6508658 
## Iteration 1 lambda =  0.6569131 
## Iteration 2 lambda =  0.6226044 
## Iteration 3 lambda =  0.6191735 
## Iteration 4 lambda =  0.6188304 
## Iteration 5 lambda =  0.6187961 
## Iteration 6 lambda =  0.6187927 
## Iteration 7 lambda =  0.6187924 
## Iteration 8 lambda =  0.6187923 
## Iteration 1 lambda =  0.5750038 
## Iteration 2 lambda =  0.5325042 
## Iteration 3 lambda =  0.5282543 
## Iteration 4 lambda =  0.5278293 
## Iteration 5 lambda =  0.5277868 
## Iteration 6 lambda =  0.5277825 
## Iteration 7 lambda =  0.5277821 
## Iteration 8 lambda =  0.527782 
## Iteration 1 lambda =  0.4010005 
## Iteration 2 lambda =  0.3411005 
## Iteration 3 lambda =  0.3351105 
## Iteration 4 lambda =  0.3345115 
## Iteration 5 lambda =  0.3344516 
## Iteration 6 lambda =  0.3344456 
## Iteration 7 lambda =  0.3344451 
## Iteration 8 lambda =  0.334445 
## Iteration 1 lambda =  0.4896712 
## Iteration 2 lambda =  0.4386384 
## Iteration 3 lambda =  0.4335351 
## Iteration 4 lambda =  0.4330247 
## Iteration 5 lambda =  0.4329737 
## Iteration 6 lambda =  0.4329686 
## Iteration 7 lambda =  0.4329681 
## Iteration 8 lambda =  0.4329681 
## Iteration 1 lambda =  0.5846848 
## Iteration 2 lambda =  0.5431533 
## Iteration 3 lambda =  0.5390001 
## Iteration 4 lambda =  0.5385848 
## Iteration 5 lambda =  0.5385433 
## Iteration 6 lambda =  0.5385391 
## Iteration 7 lambda =  0.5385387 
## Iteration 8 lambda =  0.5385387 
## Iteration 1 lambda =  0.4385493 
## Iteration 2 lambda =  0.3824043 
## Iteration 3 lambda =  0.3767897 
## Iteration 4 lambda =  0.3762283 
## Iteration 5 lambda =  0.3761721 
## Iteration 6 lambda =  0.3761665 
## Iteration 7 lambda =  0.376166 
## Iteration 8 lambda =  0.3761659 
## Iteration 1 lambda =  0.5825232 
## Iteration 2 lambda =  0.5407756 
## Iteration 3 lambda =  0.5366008 
## Iteration 4 lambda =  0.5361833 
## Iteration 5 lambda =  0.5361416 
## Iteration 6 lambda =  0.5361374 
## Iteration 7 lambda =  0.536137 
## Iteration 8 lambda =  0.5361369 
## Iteration 1 lambda =  0.5141209 
## Iteration 2 lambda =  0.465533 
## Iteration 3 lambda =  0.4606742 
## Iteration 4 lambda =  0.4601883 
## Iteration 5 lambda =  0.4601397 
## Iteration 6 lambda =  0.4601349 
## Iteration 7 lambda =  0.4601344 
## Iteration 8 lambda =  0.4601343 
## Iteration 1 lambda =  0.5794306 
## Iteration 2 lambda =  0.5373737 
## Iteration 3 lambda =  0.533168 
## Iteration 4 lambda =  0.5327474 
## Iteration 5 lambda =  0.5327054 
## Iteration 6 lambda =  0.5327011 
## Iteration 7 lambda =  0.5327007 
## Iteration 8 lambda =  0.5327007 
## Iteration 1 lambda =  0.8058245 
## Iteration 2 lambda =  0.786407 
## Iteration 3 lambda =  0.7844652 
## Iteration 4 lambda =  0.784271 
## Iteration 5 lambda =  0.7842516 
## Iteration 6 lambda =  0.7842497 
## Iteration 7 lambda =  0.7842495 
## Iteration 8 lambda =  0.7842495 
## Iteration 1 lambda =  0.5627529 
## Iteration 2 lambda =  0.5190282 
## Iteration 3 lambda =  0.5146557 
## Iteration 4 lambda =  0.5142185 
## Iteration 5 lambda =  0.5141748 
## Iteration 6 lambda =  0.5141704 
## Iteration 7 lambda =  0.51417 
## Iteration 8 lambda =  0.5141699 
## Iteration 1 lambda =  0.5422039 
## Iteration 2 lambda =  0.4964243 
## Iteration 3 lambda =  0.4918463 
## Iteration 4 lambda =  0.4913885 
## Iteration 5 lambda =  0.4913427 
## Iteration 6 lambda =  0.4913381 
## Iteration 7 lambda =  0.4913377 
## Iteration 8 lambda =  0.4913376 
## Iteration 1 lambda =  0.5569119 
## Iteration 2 lambda =  0.5126031 
## Iteration 3 lambda =  0.5081722 
## Iteration 4 lambda =  0.5077291 
## Iteration 5 lambda =  0.5076848 
## Iteration 6 lambda =  0.5076804 
## Iteration 7 lambda =  0.5076799 
## Iteration 8 lambda =  0.5076799 
## Iteration 1 lambda =  0.6478267 
## Iteration 2 lambda =  0.6126093 
## Iteration 3 lambda =  0.6090876 
## Iteration 4 lambda =  0.6087354 
## Iteration 5 lambda =  0.6087002 
## Iteration 6 lambda =  0.6086967 
## Iteration 7 lambda =  0.6086963 
## Iteration 8 lambda =  0.6086963 
## Iteration 1 lambda =  0.6743189 
## Iteration 2 lambda =  0.6417508 
## Iteration 3 lambda =  0.6384939 
## Iteration 4 lambda =  0.6381683 
## Iteration 5 lambda =  0.6381357 
## Iteration 6 lambda =  0.6381324 
## Iteration 7 lambda =  0.6381321 
## Iteration 8 lambda =  0.6381321 
## Iteration 1 lambda =  0.6192878 
## Iteration 2 lambda =  0.5812166 
## Iteration 3 lambda =  0.5774095 
## Iteration 4 lambda =  0.5770288 
## Iteration 5 lambda =  0.5769907 
## Iteration 6 lambda =  0.5769869 
## Iteration 7 lambda =  0.5769865 
## Iteration 8 lambda =  0.5769865 
## Iteration 1 lambda =  0.4991418 
## Iteration 2 lambda =  0.4490559 
## Iteration 3 lambda =  0.4440474 
## Iteration 4 lambda =  0.4435465 
## Iteration 5 lambda =  0.4434964 
## Iteration 6 lambda =  0.4434914 
## Iteration 7 lambda =  0.4434909 
## Iteration 8 lambda =  0.4434909 
## Iteration 1 lambda =  0.6373285 
## Iteration 2 lambda =  0.6010614 
## Iteration 3 lambda =  0.5974346 
## Iteration 4 lambda =  0.597072 
## Iteration 5 lambda =  0.5970357 
## Iteration 6 lambda =  0.5970321 
## Iteration 7 lambda =  0.5970317 
## Iteration 8 lambda =  0.5970317 
## Iteration 1 lambda =  0.5481684 
## Iteration 2 lambda =  0.5029853 
## Iteration 3 lambda =  0.498467 
## Iteration 4 lambda =  0.4980151 
## Iteration 5 lambda =  0.49797 
## Iteration 6 lambda =  0.4979654 
## Iteration 7 lambda =  0.497965 
## Iteration 8 lambda =  0.4979649 
## Iteration 1 lambda =  0.6059646 
## Iteration 2 lambda =  0.5665611 
## Iteration 3 lambda =  0.5626207 
## Iteration 4 lambda =  0.5622267 
## Iteration 5 lambda =  0.5621873 
## Iteration 6 lambda =  0.5621833 
## Iteration 7 lambda =  0.562183 
## Iteration 8 lambda =  0.5621829 
## Iteration 1 lambda =  0.5174482 
## Iteration 2 lambda =  0.4691931 
## Iteration 3 lambda =  0.4643676 
## Iteration 4 lambda =  0.463885 
## Iteration 5 lambda =  0.4638368 
## Iteration 6 lambda =  0.4638319 
## Iteration 7 lambda =  0.4638314 
## Iteration 8 lambda =  0.4638314 
## Iteration 1 lambda =  0.5034566 
## Iteration 2 lambda =  0.4538022 
## Iteration 3 lambda =  0.4488368 
## Iteration 4 lambda =  0.4483402 
## Iteration 5 lambda =  0.4482906 
## Iteration 6 lambda =  0.4482856 
## Iteration 7 lambda =  0.4482851 
## Iteration 8 lambda =  0.4482851 
## Iteration 1 lambda =  0.5174489 
## Iteration 2 lambda =  0.4691938 
## Iteration 3 lambda =  0.4643683 
## Iteration 4 lambda =  0.4638858 
## Iteration 5 lambda =  0.4638375 
## Iteration 6 lambda =  0.4638327 
## Iteration 7 lambda =  0.4638322 
## Iteration 8 lambda =  0.4638322 
## Iteration 1 lambda =  0.477396 
## Iteration 2 lambda =  0.4251356 
## Iteration 3 lambda =  0.4199096 
## Iteration 4 lambda =  0.419387 
## Iteration 5 lambda =  0.4193347 
## Iteration 6 lambda =  0.4193295 
## Iteration 7 lambda =  0.419329 
## Iteration 8 lambda =  0.4193289 
## Iteration 1 lambda =  0.532791 
## Iteration 2 lambda =  0.4860701 
## Iteration 3 lambda =  0.481398 
## Iteration 4 lambda =  0.4809308 
## Iteration 5 lambda =  0.480884 
## Iteration 6 lambda =  0.4808794 
## Iteration 7 lambda =  0.4808789 
## Iteration 8 lambda =  0.4808789 
## Iteration 1 lambda =  0.5357281 
## Iteration 2 lambda =  0.4893009 
## Iteration 3 lambda =  0.4846582 
## Iteration 4 lambda =  0.4841939 
## Iteration 5 lambda =  0.4841475 
## Iteration 6 lambda =  0.4841429 
## Iteration 7 lambda =  0.4841424 
## Iteration 8 lambda =  0.4841424 
## Iteration 1 lambda =  0.5123826 
## Iteration 2 lambda =  0.4636209 
## Iteration 3 lambda =  0.4587447 
## Iteration 4 lambda =  0.4582571 
## Iteration 5 lambda =  0.4582083 
## Iteration 6 lambda =  0.4582035 
## Iteration 7 lambda =  0.458203 
## Iteration 8 lambda =  0.4582029 
## Iteration 1 lambda =  0.5251576 
## Iteration 2 lambda =  0.4776734 
## Iteration 3 lambda =  0.472925 
## Iteration 4 lambda =  0.4724501 
## Iteration 5 lambda =  0.4724026 
## Iteration 6 lambda =  0.4723979 
## Iteration 7 lambda =  0.4723974 
## Iteration 8 lambda =  0.4723974 
## Iteration 1 lambda =  0.4491494 
## Iteration 2 lambda =  0.3940644 
## Iteration 3 lambda =  0.3885558 
## Iteration 4 lambda =  0.388005 
## Iteration 5 lambda =  0.3879499 
## Iteration 6 lambda =  0.3879444 
## Iteration 7 lambda =  0.3879439 
## Iteration 8 lambda =  0.3879438 
## Iteration 1 lambda =  0.5432499 
## Iteration 2 lambda =  0.4975749 
## Iteration 3 lambda =  0.4930074 
## Iteration 4 lambda =  0.4925507 
## Iteration 5 lambda =  0.492505 
## Iteration 6 lambda =  0.4925004 
## Iteration 7 lambda =  0.4925 
## Iteration 8 lambda =  0.4924999 
## Iteration 1 lambda =  0.519976 
## Iteration 2 lambda =  0.4719736 
## Iteration 3 lambda =  0.4671733 
## Iteration 4 lambda =  0.4666933 
## Iteration 5 lambda =  0.4666453 
## Iteration 6 lambda =  0.4666405 
## Iteration 7 lambda =  0.46664 
## Iteration 8 lambda =  0.46664 
## Iteration 1 lambda =  0.5876407 
## Iteration 2 lambda =  0.5464047 
## Iteration 3 lambda =  0.5422811 
## Iteration 4 lambda =  0.5418688 
## Iteration 5 lambda =  0.5418275 
## Iteration 6 lambda =  0.5418234 
## Iteration 7 lambda =  0.541823 
## Iteration 8 lambda =  0.541823 
## Iteration 1 lambda =  0.7040827 
## Iteration 2 lambda =  0.674491 
## Iteration 3 lambda =  0.6715318 
## Iteration 4 lambda =  0.6712359 
## Iteration 5 lambda =  0.6712063 
## Iteration 6 lambda =  0.6712034 
## Iteration 7 lambda =  0.6712031 
## Iteration 8 lambda =  0.671203 
## Iteration 1 lambda =  0.574926 
## Iteration 2 lambda =  0.5324186 
## Iteration 3 lambda =  0.5281679 
## Iteration 4 lambda =  0.5277428 
## Iteration 5 lambda =  0.5277003 
## Iteration 6 lambda =  0.5276961 
## Iteration 7 lambda =  0.5276956 
## Iteration 8 lambda =  0.5276956 
## Iteration 1 lambda =  0.5741475 
## Iteration 2 lambda =  0.5315623 
## Iteration 3 lambda =  0.5273038 
## Iteration 4 lambda =  0.5268779 
## Iteration 5 lambda =  0.5268353 
## Iteration 6 lambda =  0.5268311 
## Iteration 7 lambda =  0.5268306 
## Iteration 8 lambda =  0.5268306 
## Iteration 1 lambda =  0.4836724 
## Iteration 2 lambda =  0.4320397 
## Iteration 3 lambda =  0.4268764 
## Iteration 4 lambda =  0.4263601 
## Iteration 5 lambda =  0.4263084 
## Iteration 6 lambda =  0.4263033 
## Iteration 7 lambda =  0.4263027 
## Iteration 8 lambda =  0.4263027 
## Iteration 1 lambda =  0.4600266 
## Iteration 2 lambda =  0.4060292 
## Iteration 3 lambda =  0.4006295 
## Iteration 4 lambda =  0.4000895 
## Iteration 5 lambda =  0.4000355 
## Iteration 6 lambda =  0.4000301 
## Iteration 7 lambda =  0.4000296 
## Iteration 8 lambda =  0.4000295 
## Iteration 1 lambda =  0.4258621 
## Iteration 2 lambda =  0.3684484 
## Iteration 3 lambda =  0.362707 
## Iteration 4 lambda =  0.3621328 
## Iteration 5 lambda =  0.3620754 
## Iteration 6 lambda =  0.3620697 
## Iteration 7 lambda =  0.3620691 
## Iteration 8 lambda =  0.3620691 
## Iteration 1 lambda =  0.5996446 
## Iteration 2 lambda =  0.5596091 
## Iteration 3 lambda =  0.5556055 
## Iteration 4 lambda =  0.5552052 
## Iteration 5 lambda =  0.5551652 
## Iteration 6 lambda =  0.5551612 
## Iteration 7 lambda =  0.5551608 
## Iteration 8 lambda =  0.5551607 
## Iteration 1 lambda =  0.5230219 
## Iteration 2 lambda =  0.4753241 
## Iteration 3 lambda =  0.4705543 
## Iteration 4 lambda =  0.4700774 
## Iteration 5 lambda =  0.4700297 
## Iteration 6 lambda =  0.4700249 
## Iteration 7 lambda =  0.4700244 
## Iteration 8 lambda =  0.4700244 
## Iteration 1 lambda =  0.5232383 
## Iteration 2 lambda =  0.4755621 
## Iteration 3 lambda =  0.4707945 
## Iteration 4 lambda =  0.4703177 
## Iteration 5 lambda =  0.47027 
## Iteration 6 lambda =  0.4702653 
## Iteration 7 lambda =  0.4702648 
## Iteration 8 lambda =  0.4702647 
## Iteration 1 lambda =  0.5283803 
## Iteration 2 lambda =  0.4812183 
## Iteration 3 lambda =  0.4765021 
## Iteration 4 lambda =  0.4760305 
## Iteration 5 lambda =  0.4759834 
## Iteration 6 lambda =  0.4759787 
## Iteration 7 lambda =  0.4759782 
## Iteration 8 lambda =  0.4759781 
## Iteration 1 lambda =  0.6493787 
## Iteration 2 lambda =  0.6143166 
## Iteration 3 lambda =  0.6108103 
## Iteration 4 lambda =  0.6104597 
## Iteration 5 lambda =  0.6104247 
## Iteration 6 lambda =  0.6104212 
## Iteration 7 lambda =  0.6104208 
## Iteration 8 lambda =  0.6104208 
## Iteration 1 lambda =  0.7558344 
## Iteration 2 lambda =  0.7314178 
## Iteration 3 lambda =  0.7289761 
## Iteration 4 lambda =  0.728732 
## Iteration 5 lambda =  0.7287076 
## Iteration 6 lambda =  0.7287051 
## Iteration 7 lambda =  0.7287049 
## Iteration 8 lambda =  0.7287048 
## Iteration 1 lambda =  0.5688047 
## Iteration 2 lambda =  0.5256852 
## Iteration 3 lambda =  0.5213732 
## Iteration 4 lambda =  0.520942 
## Iteration 5 lambda =  0.5208989 
## Iteration 6 lambda =  0.5208946 
## Iteration 7 lambda =  0.5208942 
## Iteration 8 lambda =  0.5208941 
## Iteration 1 lambda =  0.5575866 
## Iteration 2 lambda =  0.5133453 
## Iteration 3 lambda =  0.5089212 
## Iteration 4 lambda =  0.5084788 
## Iteration 5 lambda =  0.5084345 
## Iteration 6 lambda =  0.5084301 
## Iteration 7 lambda =  0.5084297 
## Iteration 8 lambda =  0.5084296 
## Iteration 1 lambda =  0.5614831 
## Iteration 2 lambda =  0.5176314 
## Iteration 3 lambda =  0.5132462 
## Iteration 4 lambda =  0.5128077 
## Iteration 5 lambda =  0.5127639 
## Iteration 6 lambda =  0.5127595 
## Iteration 7 lambda =  0.512759 
## Iteration 8 lambda =  0.512759 
## Iteration 1 lambda =  0.564665 
## Iteration 2 lambda =  0.5211315 
## Iteration 3 lambda =  0.5167782 
## Iteration 4 lambda =  0.5163428 
## Iteration 5 lambda =  0.5162993 
## Iteration 6 lambda =  0.516295 
## Iteration 7 lambda =  0.5162945 
## Iteration 8 lambda =  0.5162945 
## Iteration 1 lambda =  0.5340164 
## Iteration 2 lambda =  0.4874181 
## Iteration 3 lambda =  0.4827582 
## Iteration 4 lambda =  0.4822923 
## Iteration 5 lambda =  0.4822457 
## Iteration 6 lambda =  0.482241 
## Iteration 7 lambda =  0.4822405 
## Iteration 8 lambda =  0.4822405 
## Iteration 1 lambda =  0.5480593 
## Iteration 2 lambda =  0.5028652 
## Iteration 3 lambda =  0.4983458 
## Iteration 4 lambda =  0.4978939 
## Iteration 5 lambda =  0.4978487 
## Iteration 6 lambda =  0.4978441 
## Iteration 7 lambda =  0.4978437 
## Iteration 8 lambda =  0.4978436 
## Iteration 1 lambda =  0.6629168 
## Iteration 2 lambda =  0.6292085 
## Iteration 3 lambda =  0.6258377 
## Iteration 4 lambda =  0.6255006 
## Iteration 5 lambda =  0.6254669 
## Iteration 6 lambda =  0.6254635 
## Iteration 7 lambda =  0.6254632 
## Iteration 8 lambda =  0.6254631 
## Iteration 1 lambda =  0.6033374 
## Iteration 2 lambda =  0.5636711 
## Iteration 3 lambda =  0.5597045 
## Iteration 4 lambda =  0.5593078 
## Iteration 5 lambda =  0.5592682 
## Iteration 6 lambda =  0.5592642 
## Iteration 7 lambda =  0.5592638 
## Iteration 8 lambda =  0.5592638 
## Iteration 1 lambda =  0.4989347 
## Iteration 2 lambda =  0.4488282 
## Iteration 3 lambda =  0.4438175 
## Iteration 4 lambda =  0.4433165 
## Iteration 5 lambda =  0.4432663 
## Iteration 6 lambda =  0.4432613 
## Iteration 7 lambda =  0.4432608 
## Iteration 8 lambda =  0.4432608 
## Iteration 1 lambda =  0.6039311 
## Iteration 2 lambda =  0.5643242 
## Iteration 3 lambda =  0.5603635 
## Iteration 4 lambda =  0.5599674 
## Iteration 5 lambda =  0.5599278 
## Iteration 6 lambda =  0.5599238 
## Iteration 7 lambda =  0.5599234 
## Iteration 8 lambda =  0.5599234 
## Iteration 1 lambda =  0.5254204 
## Iteration 2 lambda =  0.4779625 
## Iteration 3 lambda =  0.4732167 
## Iteration 4 lambda =  0.4727421 
## Iteration 5 lambda =  0.4726946 
## Iteration 6 lambda =  0.4726899 
## Iteration 7 lambda =  0.4726894 
## Iteration 8 lambda =  0.4726894 
## Iteration 1 lambda =  0.5266702 
## Iteration 2 lambda =  0.4793372 
## Iteration 3 lambda =  0.4746039 
## Iteration 4 lambda =  0.4741306 
## Iteration 5 lambda =  0.4740832 
## Iteration 6 lambda =  0.4740785 
## Iteration 7 lambda =  0.474078 
## Iteration 8 lambda =  0.474078 
## Iteration 1 lambda =  0.3518738 
## Iteration 2 lambda =  0.2870611 
## Iteration 3 lambda =  0.2805799 
## Iteration 4 lambda =  0.2799317 
## Iteration 5 lambda =  0.2798669 
## Iteration 6 lambda =  0.2798605 
## Iteration 7 lambda =  0.2798598 
## Iteration 8 lambda =  0.2798597 
## Iteration 1 lambda =  0.4872015 
## Iteration 2 lambda =  0.4359216 
## Iteration 3 lambda =  0.4307937 
## Iteration 4 lambda =  0.4302809 
## Iteration 5 lambda =  0.4302296 
## Iteration 6 lambda =  0.4302245 
## Iteration 7 lambda =  0.4302239 
## Iteration 8 lambda =  0.4302239 
## Iteration 1 lambda =  0.4865788 
## Iteration 2 lambda =  0.4352366 
## Iteration 3 lambda =  0.4301024 
## Iteration 4 lambda =  0.429589 
## Iteration 5 lambda =  0.4295377 
## Iteration 6 lambda =  0.4295325 
## Iteration 7 lambda =  0.429532 
## Iteration 8 lambda =  0.429532 
## Iteration 1 lambda =  0.6394737 
## Iteration 2 lambda =  0.603421 
## Iteration 3 lambda =  0.5998158 
## Iteration 4 lambda =  0.5994552 
## Iteration 5 lambda =  0.5994192 
## Iteration 6 lambda =  0.5994156 
## Iteration 7 lambda =  0.5994152 
## Iteration 8 lambda =  0.5994152 
## Iteration 1 lambda =  0.6728972 
## Iteration 2 lambda =  0.6401869 
## Iteration 3 lambda =  0.6369159 
## Iteration 4 lambda =  0.6365888 
## Iteration 5 lambda =  0.6365561 
## Iteration 6 lambda =  0.6365528 
## Iteration 7 lambda =  0.6365525 
## Iteration 8 lambda =  0.6365524 
## Iteration 1 lambda =  0.6641303 
## Iteration 2 lambda =  0.6305433 
## Iteration 3 lambda =  0.6271846 
## Iteration 4 lambda =  0.6268487 
## Iteration 5 lambda =  0.6268151 
## Iteration 6 lambda =  0.6268118 
## Iteration 7 lambda =  0.6268114 
## Iteration 8 lambda =  0.6268114 
## Iteration 1 lambda =  0.6660418 
## Iteration 2 lambda =  0.632646 
## Iteration 3 lambda =  0.6293064 
## Iteration 4 lambda =  0.6289725 
## Iteration 5 lambda =  0.6289391 
## Iteration 6 lambda =  0.6289357 
## Iteration 7 lambda =  0.6289354 
## Iteration 8 lambda =  0.6289354 
## Iteration 1 lambda =  0.5981111 
## Iteration 2 lambda =  0.5579222 
## Iteration 3 lambda =  0.5539033 
## Iteration 4 lambda =  0.5535014 
## Iteration 5 lambda =  0.5534612 
## Iteration 6 lambda =  0.5534572 
## Iteration 7 lambda =  0.5534568 
## Iteration 8 lambda =  0.5534568 
## Iteration 1 lambda =  0.4852034 
## Iteration 2 lambda =  0.4337237 
## Iteration 3 lambda =  0.4285758 
## Iteration 4 lambda =  0.428061 
## Iteration 5 lambda =  0.4280095 
## Iteration 6 lambda =  0.4280044 
## Iteration 7 lambda =  0.4280038 
## Iteration 8 lambda =  0.4280038 
## Iteration 1 lambda =  0.5173741 
## Iteration 2 lambda =  0.4691115 
## Iteration 3 lambda =  0.4642852 
## Iteration 4 lambda =  0.4638026 
## Iteration 5 lambda =  0.4637544 
## Iteration 6 lambda =  0.4637495 
## Iteration 7 lambda =  0.463749 
## Iteration 8 lambda =  0.463749 
## Iteration 1 lambda =  0.4330029 
## Iteration 2 lambda =  0.3763032 
## Iteration 3 lambda =  0.3706332 
## Iteration 4 lambda =  0.3700662 
## Iteration 5 lambda =  0.3700095 
## Iteration 6 lambda =  0.3700038 
## Iteration 7 lambda =  0.3700032 
## Iteration 8 lambda =  0.3700032 
## Iteration 1 lambda =  0.4716661 
## Iteration 2 lambda =  0.4188327 
## Iteration 3 lambda =  0.4135494 
## Iteration 4 lambda =  0.4130211 
## Iteration 5 lambda =  0.4129682 
## Iteration 6 lambda =  0.4129629 
## Iteration 7 lambda =  0.4129624 
## Iteration 8 lambda =  0.4129624 
## Iteration 1 lambda =  0.6380997 
## Iteration 2 lambda =  0.6019097 
## Iteration 3 lambda =  0.5982907 
## Iteration 4 lambda =  0.5979288 
## Iteration 5 lambda =  0.5978926 
## Iteration 6 lambda =  0.597889 
## Iteration 7 lambda =  0.5978886 
## Iteration 8 lambda =  0.5978886 
## Iteration 1 lambda =  0.592835 
## Iteration 2 lambda =  0.5521185 
## Iteration 3 lambda =  0.5480468 
## Iteration 4 lambda =  0.5476397 
## Iteration 5 lambda =  0.547599 
## Iteration 6 lambda =  0.5475949 
## Iteration 7 lambda =  0.5475945 
## Iteration 8 lambda =  0.5475944 
## Iteration 1 lambda =  0.5039328 
## Iteration 2 lambda =  0.4543261 
## Iteration 3 lambda =  0.4493655 
## Iteration 4 lambda =  0.4488694 
## Iteration 5 lambda =  0.4488198 
## Iteration 6 lambda =  0.4488148 
## Iteration 7 lambda =  0.4488143 
## Iteration 8 lambda =  0.4488143 
## Iteration 1 lambda =  0.3878887 
## Iteration 2 lambda =  0.3266776 
## Iteration 3 lambda =  0.3205564 
## Iteration 4 lambda =  0.3199443 
## Iteration 5 lambda =  0.3198831 
## Iteration 6 lambda =  0.319877 
## Iteration 7 lambda =  0.3198764 
## Iteration 8 lambda =  0.3198763 
## Iteration 1 lambda =  0.6063453 
## Iteration 2 lambda =  0.5669798 
## Iteration 3 lambda =  0.5630433 
## Iteration 4 lambda =  0.5626496 
## Iteration 5 lambda =  0.5626102 
## Iteration 6 lambda =  0.5626063 
## Iteration 7 lambda =  0.5626059 
## Iteration 8 lambda =  0.5626059 
## Iteration 1 lambda =  0.5615096 
## Iteration 2 lambda =  0.5176605 
## Iteration 3 lambda =  0.5132756 
## Iteration 4 lambda =  0.5128371 
## Iteration 5 lambda =  0.5127933 
## Iteration 6 lambda =  0.5127889 
## Iteration 7 lambda =  0.5127884 
## Iteration 8 lambda =  0.5127884 
## Iteration 1 lambda =  0.5150537 
## Iteration 2 lambda =  0.4665591 
## Iteration 3 lambda =  0.4617096 
## Iteration 4 lambda =  0.4612247 
## Iteration 5 lambda =  0.4611762 
## Iteration 6 lambda =  0.4611713 
## Iteration 7 lambda =  0.4611709 
## Iteration 8 lambda =  0.4611708 
## Iteration 1 lambda =  0.6326609 
## Iteration 2 lambda =  0.595927 
## Iteration 3 lambda =  0.5922536 
## Iteration 4 lambda =  0.5918862 
## Iteration 5 lambda =  0.5918495 
## Iteration 6 lambda =  0.5918458 
## Iteration 7 lambda =  0.5918455 
## Iteration 8 lambda =  0.5918454 
## Iteration 1 lambda =  0.5215114 
## Iteration 2 lambda =  0.4736625 
## Iteration 3 lambda =  0.4688776 
## Iteration 4 lambda =  0.4683991 
## Iteration 5 lambda =  0.4683513 
## Iteration 6 lambda =  0.4683465 
## Iteration 7 lambda =  0.468346 
## Iteration 8 lambda =  0.468346 
## Iteration 1 lambda =  0.7549629 
## Iteration 2 lambda =  0.7304592 
## Iteration 3 lambda =  0.7280088 
## Iteration 4 lambda =  0.7277638 
## Iteration 5 lambda =  0.7277393 
## Iteration 6 lambda =  0.7277368 
## Iteration 7 lambda =  0.7277366 
## Iteration 8 lambda =  0.7277366 
## Iteration 1 lambda =  0.5818658 
## Iteration 2 lambda =  0.5400524 
## Iteration 3 lambda =  0.535871 
## Iteration 4 lambda =  0.5354529 
## Iteration 5 lambda =  0.5354111 
## Iteration 6 lambda =  0.5354069 
## Iteration 7 lambda =  0.5354065 
## Iteration 8 lambda =  0.5354064 
## Iteration 1 lambda =  0.5104864 
## Iteration 2 lambda =  0.461535 
## Iteration 3 lambda =  0.4566399 
## Iteration 4 lambda =  0.4561504 
## Iteration 5 lambda =  0.4561014 
## Iteration 6 lambda =  0.4560965 
## Iteration 7 lambda =  0.4560961 
## Iteration 8 lambda =  0.456096 
## Iteration 1 lambda =  0.5507661 
## Iteration 2 lambda =  0.5058427 
## Iteration 3 lambda =  0.5013503 
## Iteration 4 lambda =  0.5009011 
## Iteration 5 lambda =  0.5008562 
## Iteration 6 lambda =  0.5008517 
## Iteration 7 lambda =  0.5008512 
## Iteration 8 lambda =  0.5008512 
## Iteration 1 lambda =  0.7549436 
## Iteration 2 lambda =  0.730438 
## Iteration 3 lambda =  0.7279874 
## Iteration 4 lambda =  0.7277424 
## Iteration 5 lambda =  0.7277179 
## Iteration 6 lambda =  0.7277154 
## Iteration 7 lambda =  0.7277152 
## Iteration 8 lambda =  0.7277151 
## Iteration 1 lambda =  0.6219812 
## Iteration 2 lambda =  0.5841793 
## Iteration 3 lambda =  0.5803991 
## Iteration 4 lambda =  0.5800211 
## Iteration 5 lambda =  0.5799833 
## Iteration 6 lambda =  0.5799795 
## Iteration 7 lambda =  0.5799792 
## Iteration 8 lambda =  0.5799791 
## Iteration 1 lambda =  0.4787171 
## Iteration 2 lambda =  0.4265888 
## Iteration 3 lambda =  0.421376 
## Iteration 4 lambda =  0.4208547 
## Iteration 5 lambda =  0.4208026 
## Iteration 6 lambda =  0.4207974 
## Iteration 7 lambda =  0.4207969 
## Iteration 8 lambda =  0.4207968 
## Iteration 1 lambda =  0.4805708 
## Iteration 2 lambda =  0.4286279 
## Iteration 3 lambda =  0.4234336 
## Iteration 4 lambda =  0.4229141 
## Iteration 5 lambda =  0.4228622 
## Iteration 6 lambda =  0.422857 
## Iteration 7 lambda =  0.4228565 
## Iteration 8 lambda =  0.4228564 
## Iteration 1 lambda =  0.7444289 
## Iteration 2 lambda =  0.7188718 
## Iteration 3 lambda =  0.7163161 
## Iteration 4 lambda =  0.7160605 
## Iteration 5 lambda =  0.716035 
## Iteration 6 lambda =  0.7160324 
## Iteration 7 lambda =  0.7160321 
## Iteration 8 lambda =  0.7160321 
## Iteration 1 lambda =  0.6896269 
## Iteration 2 lambda =  0.6585896 
## Iteration 3 lambda =  0.6554858 
## Iteration 4 lambda =  0.6551755 
## Iteration 5 lambda =  0.6551444 
## Iteration 6 lambda =  0.6551413 
## Iteration 7 lambda =  0.655141 
## Iteration 8 lambda =  0.655141 
## Iteration 1 lambda =  0.4804387 
## Iteration 2 lambda =  0.4284825 
## Iteration 3 lambda =  0.4232869 
## Iteration 4 lambda =  0.4227674 
## Iteration 5 lambda =  0.4227154 
## Iteration 6 lambda =  0.4227102 
## Iteration 7 lambda =  0.4227097 
## Iteration 8 lambda =  0.4227096 
## Iteration 1 lambda =  0.5060017 
## Iteration 2 lambda =  0.4566018 
## Iteration 3 lambda =  0.4516619 
## Iteration 4 lambda =  0.4511679 
## Iteration 5 lambda =  0.4511185 
## Iteration 6 lambda =  0.4511135 
## Iteration 7 lambda =  0.451113 
## Iteration 8 lambda =  0.451113 
## Iteration 1 lambda =  0.661298 
## Iteration 2 lambda =  0.6274278 
## Iteration 3 lambda =  0.6240408 
## Iteration 4 lambda =  0.6237021 
## Iteration 5 lambda =  0.6236682 
## Iteration 6 lambda =  0.6236648 
## Iteration 7 lambda =  0.6236645 
## Iteration 8 lambda =  0.6236645 
## Iteration 1 lambda =  0.5858199 
## Iteration 2 lambda =  0.5444019 
## Iteration 3 lambda =  0.5402601 
## Iteration 4 lambda =  0.539846 
## Iteration 5 lambda =  0.5398045 
## Iteration 6 lambda =  0.5398004 
## Iteration 7 lambda =  0.5398 
## Iteration 8 lambda =  0.5397999 
## Iteration 1 lambda =  0.5303064 
## Iteration 2 lambda =  0.483337 
## Iteration 3 lambda =  0.4786401 
## Iteration 4 lambda =  0.4781704 
## Iteration 5 lambda =  0.4781234 
## Iteration 6 lambda =  0.4781187 
## Iteration 7 lambda =  0.4781183 
## Iteration 8 lambda =  0.4781182 
## Iteration 1 lambda =  0.4707551 
## Iteration 2 lambda =  0.4178306 
## Iteration 3 lambda =  0.4125382 
## Iteration 4 lambda =  0.4120089 
## Iteration 5 lambda =  0.411956 
## Iteration 6 lambda =  0.4119507 
## Iteration 7 lambda =  0.4119502 
## Iteration 8 lambda =  0.4119501 
## Iteration 1 lambda =  0.5354419 
## Iteration 2 lambda =  0.488986 
## Iteration 3 lambda =  0.4843405 
## Iteration 4 lambda =  0.4838759 
## Iteration 5 lambda =  0.4838295 
## Iteration 6 lambda =  0.4838248 
## Iteration 7 lambda =  0.4838243 
## Iteration 8 lambda =  0.4838243 
## Iteration 1 lambda =  0.5023887 
## Iteration 2 lambda =  0.4526275 
## Iteration 3 lambda =  0.4476514 
## Iteration 4 lambda =  0.4471538 
## Iteration 5 lambda =  0.447104 
## Iteration 6 lambda =  0.4470991 
## Iteration 7 lambda =  0.4470986 
## Iteration 8 lambda =  0.4470985 
## Iteration 1 lambda =  0.5400088 
## Iteration 2 lambda =  0.4940097 
## Iteration 3 lambda =  0.4894097 
## Iteration 4 lambda =  0.4889498 
## Iteration 5 lambda =  0.4889038 
## Iteration 6 lambda =  0.4888992 
## Iteration 7 lambda =  0.4888987 
## Iteration 8 lambda =  0.4888987 
## Iteration 1 lambda =  0.5174524 
## Iteration 2 lambda =  0.4691976 
## Iteration 3 lambda =  0.4643721 
## Iteration 4 lambda =  0.4638896 
## Iteration 5 lambda =  0.4638413 
## Iteration 6 lambda =  0.4638365 
## Iteration 7 lambda =  0.463836 
## Iteration 8 lambda =  0.463836 
## Iteration 1 lambda =  0.6982881 
## Iteration 2 lambda =  0.6681169 
## Iteration 3 lambda =  0.6650997 
## Iteration 4 lambda =  0.664798 
## Iteration 5 lambda =  0.6647679 
## Iteration 6 lambda =  0.6647648 
## Iteration 7 lambda =  0.6647645 
## Iteration 8 lambda =  0.6647645 
## Iteration 1 lambda =  0.479814 
## Iteration 2 lambda =  0.4277954 
## Iteration 3 lambda =  0.4225935 
## Iteration 4 lambda =  0.4220733 
## Iteration 5 lambda =  0.4220213 
## Iteration 6 lambda =  0.4220161 
## Iteration 7 lambda =  0.4220156 
## Iteration 8 lambda =  0.4220155 
## Iteration 1 lambda =  0.6812705 
## Iteration 2 lambda =  0.6493976 
## Iteration 3 lambda =  0.6462103 
## Iteration 4 lambda =  0.6458916 
## Iteration 5 lambda =  0.6458597 
## Iteration 6 lambda =  0.6458565 
## Iteration 7 lambda =  0.6458562 
## Iteration 8 lambda =  0.6458561 
## Iteration 1 lambda =  0.3740405 
## Iteration 2 lambda =  0.3114446 
## Iteration 3 lambda =  0.305185 
## Iteration 4 lambda =  0.304559 
## Iteration 5 lambda =  0.3044964 
## Iteration 6 lambda =  0.3044901 
## Iteration 7 lambda =  0.3044895 
## Iteration 8 lambda =  0.3044895 
## Iteration 1 lambda =  0.7132836 
## Iteration 2 lambda =  0.684612 
## Iteration 3 lambda =  0.6817448 
## Iteration 4 lambda =  0.6814581 
## Iteration 5 lambda =  0.6814294 
## Iteration 6 lambda =  0.6814265 
## Iteration 7 lambda =  0.6814263 
## Iteration 8 lambda =  0.6814262 
## Iteration 1 lambda =  0.5481986 
## Iteration 2 lambda =  0.5030185 
## Iteration 3 lambda =  0.4985004 
## Iteration 4 lambda =  0.4980486 
## Iteration 5 lambda =  0.4980035 
## Iteration 6 lambda =  0.4979989 
## Iteration 7 lambda =  0.4979985 
## Iteration 8 lambda =  0.4979984 
## Iteration 1 lambda =  0.4382376 
## Iteration 2 lambda =  0.3820613 
## Iteration 3 lambda =  0.3764437 
## Iteration 4 lambda =  0.375882 
## Iteration 5 lambda =  0.3758258 
## Iteration 6 lambda =  0.3758202 
## Iteration 7 lambda =  0.3758196 
## Iteration 8 lambda =  0.3758195 
## Iteration 1 lambda =  0.5000004 
## Iteration 2 lambda =  0.4500004 
## Iteration 3 lambda =  0.4450004 
## Iteration 4 lambda =  0.4445004 
## Iteration 5 lambda =  0.4444504 
## Iteration 6 lambda =  0.4444454 
## Iteration 7 lambda =  0.4444449 
## Iteration 8 lambda =  0.4444448 
## Iteration 1 lambda =  0.6252849 
## Iteration 2 lambda =  0.5878134 
## Iteration 3 lambda =  0.5840662 
## Iteration 4 lambda =  0.5836915 
## Iteration 5 lambda =  0.583654 
## Iteration 6 lambda =  0.5836503 
## Iteration 7 lambda =  0.5836499 
## Iteration 8 lambda =  0.5836499 
## Iteration 1 lambda =  0.6453502 
## Iteration 2 lambda =  0.6098852 
## Iteration 3 lambda =  0.6063387 
## Iteration 4 lambda =  0.6059841 
## Iteration 5 lambda =  0.6059486 
## Iteration 6 lambda =  0.6059451 
## Iteration 7 lambda =  0.6059447 
## Iteration 8 lambda =  0.6059447 
## Iteration 1 lambda =  0.7033572 
## Iteration 2 lambda =  0.6736929 
## Iteration 3 lambda =  0.6707265 
## Iteration 4 lambda =  0.6704299 
## Iteration 5 lambda =  0.6704002 
## Iteration 6 lambda =  0.6703972 
## Iteration 7 lambda =  0.6703969 
## Iteration 8 lambda =  0.6703969 
## Iteration 1 lambda =  0.4770171 
## Iteration 2 lambda =  0.4247189 
## Iteration 3 lambda =  0.419489 
## Iteration 4 lambda =  0.418966 
## Iteration 5 lambda =  0.4189137 
## Iteration 6 lambda =  0.4189085 
## Iteration 7 lambda =  0.418908 
## Iteration 8 lambda =  0.4189079 
## Iteration 1 lambda =  0.429717 
## Iteration 2 lambda =  0.3726887 
## Iteration 3 lambda =  0.3669859 
## Iteration 4 lambda =  0.3664156 
## Iteration 5 lambda =  0.3663586 
## Iteration 6 lambda =  0.3663529 
## Iteration 7 lambda =  0.3663523 
## Iteration 8 lambda =  0.3663522 
## Iteration 1 lambda =  0.5858721 
## Iteration 2 lambda =  0.5444593 
## Iteration 3 lambda =  0.5403181 
## Iteration 4 lambda =  0.5399039 
## Iteration 5 lambda =  0.5398625 
## Iteration 6 lambda =  0.5398584 
## Iteration 7 lambda =  0.539858 
## Iteration 8 lambda =  0.5398579 
## Iteration 1 lambda =  0.5242858 
## Iteration 2 lambda =  0.4767144 
## Iteration 3 lambda =  0.4719573 
## Iteration 4 lambda =  0.4714816 
## Iteration 5 lambda =  0.471434 
## Iteration 6 lambda =  0.4714292 
## Iteration 7 lambda =  0.4714287 
## Iteration 8 lambda =  0.4714287 
## Iteration 1 lambda =  0.5658899 
## Iteration 2 lambda =  0.5224789 
## Iteration 3 lambda =  0.5181378 
## Iteration 4 lambda =  0.5177037 
## Iteration 5 lambda =  0.5176603 
## Iteration 6 lambda =  0.517656 
## Iteration 7 lambda =  0.5176555 
## Iteration 8 lambda =  0.5176555 
## Iteration 1 lambda =  0.4927063 
## Iteration 2 lambda =  0.4419769 
## Iteration 3 lambda =  0.436904 
## Iteration 4 lambda =  0.4363967 
## Iteration 5 lambda =  0.436346 
## Iteration 6 lambda =  0.4363409 
## Iteration 7 lambda =  0.4363404 
## Iteration 8 lambda =  0.4363403 
## Iteration 1 lambda =  0.7187561 
## Iteration 2 lambda =  0.6906318 
## Iteration 3 lambda =  0.6878193 
## Iteration 4 lambda =  0.6875381 
## Iteration 5 lambda =  0.68751 
## Iteration 6 lambda =  0.6875071 
## Iteration 7 lambda =  0.6875069 
## Iteration 8 lambda =  0.6875068 
## Iteration 1 lambda =  0.6224019 
## Iteration 2 lambda =  0.5846421 
## Iteration 3 lambda =  0.5808661 
## Iteration 4 lambda =  0.5804885 
## Iteration 5 lambda =  0.5804507 
## Iteration 6 lambda =  0.580447 
## Iteration 7 lambda =  0.5804466 
## Iteration 8 lambda =  0.5804465 
## Iteration 1 lambda =  0.6022384 
## Iteration 2 lambda =  0.5624622 
## Iteration 3 lambda =  0.5584846 
## Iteration 4 lambda =  0.5580868 
## Iteration 5 lambda =  0.558047 
## Iteration 6 lambda =  0.5580431 
## Iteration 7 lambda =  0.5580427 
## Iteration 8 lambda =  0.5580426 
## Iteration 1 lambda =  0.519812 
## Iteration 2 lambda =  0.4717932 
## Iteration 3 lambda =  0.4669913 
## Iteration 4 lambda =  0.4665112 
## Iteration 5 lambda =  0.4664631 
## Iteration 6 lambda =  0.4664583 
## Iteration 7 lambda =  0.4664579 
## Iteration 8 lambda =  0.4664578 
## Iteration 1 lambda =  0.5309873 
## Iteration 2 lambda =  0.4840861 
## Iteration 3 lambda =  0.4793959 
## Iteration 4 lambda =  0.4789269 
## Iteration 5 lambda =  0.47888 
## Iteration 6 lambda =  0.4788753 
## Iteration 7 lambda =  0.4788749 
## Iteration 8 lambda =  0.4788748 
## Iteration 1 lambda =  0.5057269 
## Iteration 2 lambda =  0.4562996 
## Iteration 3 lambda =  0.4513568 
## Iteration 4 lambda =  0.4508626 
## Iteration 5 lambda =  0.4508131 
## Iteration 6 lambda =  0.4508082 
## Iteration 7 lambda =  0.4508077 
## Iteration 8 lambda =  0.4508076 
## Iteration 1 lambda =  0.4461823 
## Iteration 2 lambda =  0.3908005 
## Iteration 3 lambda =  0.3852623 
## Iteration 4 lambda =  0.3847085 
## Iteration 5 lambda =  0.3846531 
## Iteration 6 lambda =  0.3846476 
## Iteration 7 lambda =  0.3846471 
## Iteration 8 lambda =  0.384647 
## Iteration 1 lambda =  0.5800594 
## Iteration 2 lambda =  0.5380653 
## Iteration 3 lambda =  0.5338659 
## Iteration 4 lambda =  0.533446 
## Iteration 5 lambda =  0.533404 
## Iteration 6 lambda =  0.5333998 
## Iteration 7 lambda =  0.5333994 
## Iteration 8 lambda =  0.5333993 
## Iteration 1 lambda =  0.5600406 
## Iteration 2 lambda =  0.5160446 
## Iteration 3 lambda =  0.511645 
## Iteration 4 lambda =  0.5112051 
## Iteration 5 lambda =  0.5111611 
## Iteration 6 lambda =  0.5111567 
## Iteration 7 lambda =  0.5111562 
## Iteration 8 lambda =  0.5111562 
## Iteration 1 lambda =  0.5726554 
## Iteration 2 lambda =  0.529921 
## Iteration 3 lambda =  0.5256475 
## Iteration 4 lambda =  0.5252202 
## Iteration 5 lambda =  0.5251774 
## Iteration 6 lambda =  0.5251732 
## Iteration 7 lambda =  0.5251727 
## Iteration 8 lambda =  0.5251727 
## Iteration 1 lambda =  0.4362504 
## Iteration 2 lambda =  0.3798754 
## Iteration 3 lambda =  0.3742379 
## Iteration 4 lambda =  0.3736742 
## Iteration 5 lambda =  0.3736178 
## Iteration 6 lambda =  0.3736121 
## Iteration 7 lambda =  0.3736116 
## Iteration 8 lambda =  0.3736115 
## Iteration 1 lambda =  0.5621056 
## Iteration 2 lambda =  0.5183162 
## Iteration 3 lambda =  0.5139372 
## Iteration 4 lambda =  0.5134993 
## Iteration 5 lambda =  0.5134555 
## Iteration 6 lambda =  0.5134512 
## Iteration 7 lambda =  0.5134507 
## Iteration 8 lambda =  0.5134507 
## Iteration 1 lambda =  0.5357777 
## Iteration 2 lambda =  0.4893555 
## Iteration 3 lambda =  0.4847133 
## Iteration 4 lambda =  0.484249 
## Iteration 5 lambda =  0.4842026 
## Iteration 6 lambda =  0.484198 
## Iteration 7 lambda =  0.4841975 
## Iteration 8 lambda =  0.4841975 
## Iteration 1 lambda =  0.6147084 
## Iteration 2 lambda =  0.5761793 
## Iteration 3 lambda =  0.5723264 
## Iteration 4 lambda =  0.5719411 
## Iteration 5 lambda =  0.5719025 
## Iteration 6 lambda =  0.5718987 
## Iteration 7 lambda =  0.5718983 
## Iteration 8 lambda =  0.5718983 
## Iteration 1 lambda =  0.4605242 
## Iteration 2 lambda =  0.4065767 
## Iteration 3 lambda =  0.4011819 
## Iteration 4 lambda =  0.4006424 
## Iteration 5 lambda =  0.4005885 
## Iteration 6 lambda =  0.4005831 
## Iteration 7 lambda =  0.4005825 
## Iteration 8 lambda =  0.4005825 
## Iteration 1 lambda =  0.6350208 
## Iteration 2 lambda =  0.5985229 
## Iteration 3 lambda =  0.5948731 
## Iteration 4 lambda =  0.5945081 
## Iteration 5 lambda =  0.5944716 
## Iteration 6 lambda =  0.594468 
## Iteration 7 lambda =  0.5944676 
## Iteration 8 lambda =  0.5944676 
## Iteration 1 lambda =  0.5299253 
## Iteration 2 lambda =  0.4829179 
## Iteration 3 lambda =  0.4782171 
## Iteration 4 lambda =  0.4777471 
## Iteration 5 lambda =  0.4777001 
## Iteration 6 lambda =  0.4776954 
## Iteration 7 lambda =  0.4776949 
## Iteration 8 lambda =  0.4776948 
## Iteration 1 lambda =  0.483052 
## Iteration 2 lambda =  0.4313572 
## Iteration 3 lambda =  0.4261877 
## Iteration 4 lambda =  0.4256707 
## Iteration 5 lambda =  0.425619 
## Iteration 6 lambda =  0.4256139 
## Iteration 7 lambda =  0.4256133 
## Iteration 8 lambda =  0.4256133 
## Iteration 1 lambda =  0.5757783 
## Iteration 2 lambda =  0.5333562 
## Iteration 3 lambda =  0.529114 
## Iteration 4 lambda =  0.5286897 
## Iteration 5 lambda =  0.5286473 
## Iteration 6 lambda =  0.5286431 
## Iteration 7 lambda =  0.5286426 
## Iteration 8 lambda =  0.5286426 
## Iteration 1 lambda =  0.526444 
## Iteration 2 lambda =  0.4790884 
## Iteration 3 lambda =  0.4743529 
## Iteration 4 lambda =  0.4738793 
## Iteration 5 lambda =  0.4738319 
## Iteration 6 lambda =  0.4738272 
## Iteration 7 lambda =  0.4738267 
## Iteration 8 lambda =  0.4738267 
## Iteration 1 lambda =  0.5804959 
## Iteration 2 lambda =  0.5385455 
## Iteration 3 lambda =  0.5343505 
## Iteration 4 lambda =  0.533931 
## Iteration 5 lambda =  0.533889 
## Iteration 6 lambda =  0.5338848 
## Iteration 7 lambda =  0.5338844 
## Iteration 8 lambda =  0.5338843 
## Iteration 1 lambda =  0.4672967 
## Iteration 2 lambda =  0.4140264 
## Iteration 3 lambda =  0.4086994 
## Iteration 4 lambda =  0.4081667 
## Iteration 5 lambda =  0.4081134 
## Iteration 6 lambda =  0.4081081 
## Iteration 7 lambda =  0.4081075 
## Iteration 8 lambda =  0.4081075 
## Iteration 1 lambda =  0.6279629 
## Iteration 2 lambda =  0.5907592 
## Iteration 3 lambda =  0.5870388 
## Iteration 4 lambda =  0.5866668 
## Iteration 5 lambda =  0.5866296 
## Iteration 6 lambda =  0.5866258 
## Iteration 7 lambda =  0.5866255 
## Iteration 8 lambda =  0.5866254 
## Iteration 1 lambda =  0.5681758 
## Iteration 2 lambda =  0.5249934 
## Iteration 3 lambda =  0.5206751 
## Iteration 4 lambda =  0.5202433 
## Iteration 5 lambda =  0.5202001 
## Iteration 6 lambda =  0.5201958 
## Iteration 7 lambda =  0.5201954 
## Iteration 8 lambda =  0.5201953 
## Iteration 1 lambda =  0.4516582 
## Iteration 2 lambda =  0.396824 
## Iteration 3 lambda =  0.3913406 
## Iteration 4 lambda =  0.3907922 
## Iteration 5 lambda =  0.3907374 
## Iteration 6 lambda =  0.3907319 
## Iteration 7 lambda =  0.3907314 
## Iteration 8 lambda =  0.3907313 
## Iteration 1 lambda =  0.4609723 
## Iteration 2 lambda =  0.4070695 
## Iteration 3 lambda =  0.4016793 
## Iteration 4 lambda =  0.4011402 
## Iteration 5 lambda =  0.4010863 
## Iteration 6 lambda =  0.4010809 
## Iteration 7 lambda =  0.4010804 
## Iteration 8 lambda =  0.4010804 
## Iteration 1 lambda =  0.6631937 
## Iteration 2 lambda =  0.6295131 
## Iteration 3 lambda =  0.626145 
## Iteration 4 lambda =  0.6258082 
## Iteration 5 lambda =  0.6257745 
## Iteration 6 lambda =  0.6257712 
## Iteration 7 lambda =  0.6257708 
## Iteration 8 lambda =  0.6257708 
## Iteration 1 lambda =  0.6990629 
## Iteration 2 lambda =  0.6689692 
## Iteration 3 lambda =  0.6659599 
## Iteration 4 lambda =  0.6656589 
## Iteration 5 lambda =  0.6656288 
## Iteration 6 lambda =  0.6656258 
## Iteration 7 lambda =  0.6656255 
## Iteration 8 lambda =  0.6656255 
## Iteration 1 lambda =  0.5496493 
## Iteration 2 lambda =  0.5046143 
## Iteration 3 lambda =  0.5001107 
## Iteration 4 lambda =  0.4996604 
## Iteration 5 lambda =  0.4996154 
## Iteration 6 lambda =  0.4996109 
## Iteration 7 lambda =  0.4996104 
## Iteration 8 lambda =  0.4996104 
## Iteration 1 lambda =  0.5715053 
## Iteration 2 lambda =  0.5286559 
## Iteration 3 lambda =  0.5243709 
## Iteration 4 lambda =  0.5239424 
## Iteration 5 lambda =  0.5238996 
## Iteration 6 lambda =  0.5238953 
## Iteration 7 lambda =  0.5238948 
## Iteration 8 lambda =  0.5238948 
## Iteration 1 lambda =  0.5784026 
## Iteration 2 lambda =  0.5362429 
## Iteration 3 lambda =  0.5320269 
## Iteration 4 lambda =  0.5316053 
## Iteration 5 lambda =  0.5315631 
## Iteration 6 lambda =  0.5315589 
## Iteration 7 lambda =  0.5315585 
## Iteration 8 lambda =  0.5315585 
## Iteration 1 lambda =  0.7133786 
## Iteration 2 lambda =  0.6847165 
## Iteration 3 lambda =  0.6818503 
## Iteration 4 lambda =  0.6815636 
## Iteration 5 lambda =  0.681535 
## Iteration 6 lambda =  0.6815321 
## Iteration 7 lambda =  0.6815318 
## Iteration 8 lambda =  0.6815318 
## Iteration 1 lambda =  0.5912683 
## Iteration 2 lambda =  0.5503952 
## Iteration 3 lambda =  0.5463079 
## Iteration 4 lambda =  0.5458991 
## Iteration 5 lambda =  0.5458583 
## Iteration 6 lambda =  0.5458542 
## Iteration 7 lambda =  0.5458538 
## Iteration 8 lambda =  0.5458537 
## Iteration 1 lambda =  0.7845519 
## Iteration 2 lambda =  0.7630071 
## Iteration 3 lambda =  0.7608526 
## Iteration 4 lambda =  0.7606371 
## Iteration 5 lambda =  0.7606156 
## Iteration 6 lambda =  0.7606134 
## Iteration 7 lambda =  0.7606132 
## Iteration 8 lambda =  0.7606132 
## Iteration 1 lambda =  0.3964371 
## Iteration 2 lambda =  0.3360808 
## Iteration 3 lambda =  0.3300452 
## Iteration 4 lambda =  0.3294416 
## Iteration 5 lambda =  0.3293813 
## Iteration 6 lambda =  0.3293752 
## Iteration 7 lambda =  0.3293746 
## Iteration 8 lambda =  0.3293746 
## Iteration 1 lambda =  0.4210665 
## Iteration 2 lambda =  0.3631732 
## Iteration 3 lambda =  0.3573839 
## Iteration 4 lambda =  0.3568049 
## Iteration 5 lambda =  0.356747 
## Iteration 6 lambda =  0.3567412 
## Iteration 7 lambda =  0.3567407 
## Iteration 8 lambda =  0.3567406 
## Iteration 1 lambda =  0.6540404 
## Iteration 2 lambda =  0.6194445 
## Iteration 3 lambda =  0.6159849 
## Iteration 4 lambda =  0.6156389 
## Iteration 5 lambda =  0.6156043 
## Iteration 6 lambda =  0.6156009 
## Iteration 7 lambda =  0.6156005 
## Iteration 8 lambda =  0.6156005 
## Iteration 1 lambda =  0.4922443 
## Iteration 2 lambda =  0.4414687 
## Iteration 3 lambda =  0.4363911 
## Iteration 4 lambda =  0.4358834 
## Iteration 5 lambda =  0.4358326 
## Iteration 6 lambda =  0.4358275 
## Iteration 7 lambda =  0.435827 
## Iteration 8 lambda =  0.435827 
## Iteration 1 lambda =  0.5711318 
## Iteration 2 lambda =  0.528245 
## Iteration 3 lambda =  0.5239563 
## Iteration 4 lambda =  0.5235274 
## Iteration 5 lambda =  0.5234846 
## Iteration 6 lambda =  0.5234803 
## Iteration 7 lambda =  0.5234798 
## Iteration 8 lambda =  0.5234798 
## Iteration 1 lambda =  0.62362 
## Iteration 2 lambda =  0.585982 
## Iteration 3 lambda =  0.5822182 
## Iteration 4 lambda =  0.5818418 
## Iteration 5 lambda =  0.5818042 
## Iteration 6 lambda =  0.5818004 
## Iteration 7 lambda =  0.5818001 
## Iteration 8 lambda =  0.5818 
## Iteration 1 lambda =  0.4871634 
## Iteration 2 lambda =  0.4358797 
## Iteration 3 lambda =  0.4307514 
## Iteration 4 lambda =  0.4302385 
## Iteration 5 lambda =  0.4301873 
## Iteration 6 lambda =  0.4301821 
## Iteration 7 lambda =  0.4301816 
## Iteration 8 lambda =  0.4301816 
## Iteration 1 lambda =  0.5434096 
## Iteration 2 lambda =  0.4977506 
## Iteration 3 lambda =  0.4931847 
## Iteration 4 lambda =  0.4927281 
## Iteration 5 lambda =  0.4926824 
## Iteration 6 lambda =  0.4926779 
## Iteration 7 lambda =  0.4926774 
## Iteration 8 lambda =  0.4926773 
## Iteration 1 lambda =  0.4377748 
## Iteration 2 lambda =  0.3815523 
## Iteration 3 lambda =  0.3759301 
## Iteration 4 lambda =  0.3753678 
## Iteration 5 lambda =  0.3753116 
## Iteration 6 lambda =  0.375306 
## Iteration 7 lambda =  0.3753054 
## Iteration 8 lambda =  0.3753054 
## Iteration 1 lambda =  0.4183245 
## Iteration 2 lambda =  0.3601569 
## Iteration 3 lambda =  0.3543402 
## Iteration 4 lambda =  0.3537585 
## Iteration 5 lambda =  0.3537003 
## Iteration 6 lambda =  0.3536945 
## Iteration 7 lambda =  0.3536939 
## Iteration 8 lambda =  0.3536939 
## Iteration 1 lambda =  0.4770922 
## Iteration 2 lambda =  0.4248015 
## Iteration 3 lambda =  0.4195724 
## Iteration 4 lambda =  0.4190495 
## Iteration 5 lambda =  0.4189972 
## Iteration 6 lambda =  0.4189919 
## Iteration 7 lambda =  0.4189914 
## Iteration 8 lambda =  0.4189914 
## Iteration 1 lambda =  0.7045954 
## Iteration 2 lambda =  0.675055 
## Iteration 3 lambda =  0.6721009 
## Iteration 4 lambda =  0.6718055 
## Iteration 5 lambda =  0.671776 
## Iteration 6 lambda =  0.671773 
## Iteration 7 lambda =  0.6717727 
## Iteration 8 lambda =  0.6717727 
## Iteration 1 lambda =  0.6491802 
## Iteration 2 lambda =  0.6140983 
## Iteration 3 lambda =  0.6105901 
## Iteration 4 lambda =  0.6102392 
## Iteration 5 lambda =  0.6102042 
## Iteration 6 lambda =  0.6102007 
## Iteration 7 lambda =  0.6102003 
## Iteration 8 lambda =  0.6102003 
## Iteration 1 lambda =  0.5929837 
## Iteration 2 lambda =  0.5522821 
## Iteration 3 lambda =  0.5482119 
## Iteration 4 lambda =  0.5478049 
## Iteration 5 lambda =  0.5477642 
## Iteration 6 lambda =  0.5477602 
## Iteration 7 lambda =  0.5477597 
## Iteration 8 lambda =  0.5477597 
## Iteration 1 lambda =  0.6117449 
## Iteration 2 lambda =  0.5729194 
## Iteration 3 lambda =  0.5690368 
## Iteration 4 lambda =  0.5686486 
## Iteration 5 lambda =  0.5686097 
## Iteration 6 lambda =  0.5686058 
## Iteration 7 lambda =  0.5686055 
## Iteration 8 lambda =  0.5686054 
## Iteration 1 lambda =  0.5741475 
## Iteration 2 lambda =  0.5315623 
## Iteration 3 lambda =  0.5273038 
## Iteration 4 lambda =  0.5268779 
## Iteration 5 lambda =  0.5268353 
## Iteration 6 lambda =  0.5268311 
## Iteration 7 lambda =  0.5268306 
## Iteration 8 lambda =  0.5268306 
## Iteration 1 lambda =  0.5266187 
## Iteration 2 lambda =  0.4792806 
## Iteration 3 lambda =  0.4745468 
## Iteration 4 lambda =  0.4740734 
## Iteration 5 lambda =  0.474026 
## Iteration 6 lambda =  0.4740213 
## Iteration 7 lambda =  0.4740208 
## Iteration 8 lambda =  0.4740208 
## Iteration 1 lambda =  0.4519511 
## Iteration 2 lambda =  0.3971462 
## Iteration 3 lambda =  0.3916658 
## Iteration 4 lambda =  0.3911177 
## Iteration 5 lambda =  0.3910629 
## Iteration 6 lambda =  0.3910574 
## Iteration 7 lambda =  0.3910569 
## Iteration 8 lambda =  0.3910568 
## Iteration 1 lambda =  0.6855935 
## Iteration 2 lambda =  0.6541529 
## Iteration 3 lambda =  0.6510088 
## Iteration 4 lambda =  0.6506944 
## Iteration 5 lambda =  0.6506629 
## Iteration 6 lambda =  0.6506598 
## Iteration 7 lambda =  0.6506595 
## Iteration 8 lambda =  0.6506595 
## Iteration 1 lambda =  0.5918271 
## Iteration 2 lambda =  0.5510098 
## Iteration 3 lambda =  0.5469281 
## Iteration 4 lambda =  0.5465199 
## Iteration 5 lambda =  0.5464791 
## Iteration 6 lambda =  0.546475 
## Iteration 7 lambda =  0.5464746 
## Iteration 8 lambda =  0.5464746 
## Iteration 1 lambda =  0.499679 
## Iteration 2 lambda =  0.4496469 
## Iteration 3 lambda =  0.4446437 
## Iteration 4 lambda =  0.4441434 
## Iteration 5 lambda =  0.4440934 
## Iteration 6 lambda =  0.4440884 
## Iteration 7 lambda =  0.4440879 
## Iteration 8 lambda =  0.4440878 
## Iteration 1 lambda =  0.6642163 
## Iteration 2 lambda =  0.6306379 
## Iteration 3 lambda =  0.6272801 
## Iteration 4 lambda =  0.6269443 
## Iteration 5 lambda =  0.6269107 
## Iteration 6 lambda =  0.6269074 
## Iteration 7 lambda =  0.626907 
## Iteration 8 lambda =  0.626907 
## Iteration 1 lambda =  0.6398891 
## Iteration 2 lambda =  0.603878 
## Iteration 3 lambda =  0.6002769 
## Iteration 4 lambda =  0.5999168 
## Iteration 5 lambda =  0.5998808 
## Iteration 6 lambda =  0.5998772 
## Iteration 7 lambda =  0.5998768 
## Iteration 8 lambda =  0.5998768 
## Iteration 1 lambda =  0.4704161 
## Iteration 2 lambda =  0.4174577 
## Iteration 3 lambda =  0.4121619 
## Iteration 4 lambda =  0.4116323 
## Iteration 5 lambda =  0.4115793 
## Iteration 6 lambda =  0.411574 
## Iteration 7 lambda =  0.4115735 
## Iteration 8 lambda =  0.4115734 
## Iteration 1 lambda =  0.6312641 
## Iteration 2 lambda =  0.5943906 
## Iteration 3 lambda =  0.5907032 
## Iteration 4 lambda =  0.5903345 
## Iteration 5 lambda =  0.5902976 
## Iteration 6 lambda =  0.5902939 
## Iteration 7 lambda =  0.5902935 
## Iteration 8 lambda =  0.5902935 
## Iteration 1 lambda =  0.454641 
## Iteration 2 lambda =  0.4001051 
## Iteration 3 lambda =  0.3946515 
## Iteration 4 lambda =  0.3941062 
## Iteration 5 lambda =  0.3940516 
## Iteration 6 lambda =  0.3940462 
## Iteration 7 lambda =  0.3940456 
## Iteration 8 lambda =  0.3940456 
## Iteration 1 lambda =  0.5929701 
## Iteration 2 lambda =  0.5522671 
## Iteration 3 lambda =  0.5481968 
## Iteration 4 lambda =  0.5477898 
## Iteration 5 lambda =  0.5477491 
## Iteration 6 lambda =  0.547745 
## Iteration 7 lambda =  0.5477446 
## Iteration 8 lambda =  0.5477446 
## Iteration 1 lambda =  0.4540399 
## Iteration 2 lambda =  0.3994439 
## Iteration 3 lambda =  0.3939843 
## Iteration 4 lambda =  0.3934384 
## Iteration 5 lambda =  0.3933838 
## Iteration 6 lambda =  0.3933783 
## Iteration 7 lambda =  0.3933778 
## Iteration 8 lambda =  0.3933777 
## Iteration 1 lambda =  0.5779314 
## Iteration 2 lambda =  0.5357245 
## Iteration 3 lambda =  0.5315038 
## Iteration 4 lambda =  0.5310817 
## Iteration 5 lambda =  0.5310395 
## Iteration 6 lambda =  0.5310353 
## Iteration 7 lambda =  0.5310349 
## Iteration 8 lambda =  0.5310349 
## Iteration 1 lambda =  0.5829671 
## Iteration 2 lambda =  0.5412639 
## Iteration 3 lambda =  0.5370935 
## Iteration 4 lambda =  0.5366765 
## Iteration 5 lambda =  0.5366348 
## Iteration 6 lambda =  0.5366306 
## Iteration 7 lambda =  0.5366302 
## Iteration 8 lambda =  0.5366302 
## Iteration 1 lambda =  0.555018 
## Iteration 2 lambda =  0.5105198 
## Iteration 3 lambda =  0.5060699 
## Iteration 4 lambda =  0.505625 
## Iteration 5 lambda =  0.5055805 
## Iteration 6 lambda =  0.505576 
## Iteration 7 lambda =  0.5055756 
## Iteration 8 lambda =  0.5055755 
## Iteration 1 lambda =  0.5035167 
## Iteration 2 lambda =  0.4538684 
## Iteration 3 lambda =  0.4489036 
## Iteration 4 lambda =  0.4484071 
## Iteration 5 lambda =  0.4483574 
## Iteration 6 lambda =  0.4483525 
## Iteration 7 lambda =  0.448352 
## Iteration 8 lambda =  0.4483519 
## Iteration 1 lambda =  0.4724777 
## Iteration 2 lambda =  0.4197254 
## Iteration 3 lambda =  0.4144502 
## Iteration 4 lambda =  0.4139227 
## Iteration 5 lambda =  0.4138699 
## Iteration 6 lambda =  0.4138646 
## Iteration 7 lambda =  0.4138641 
## Iteration 8 lambda =  0.4138641 
## Iteration 1 lambda =  0.5565148 
## Iteration 2 lambda =  0.5121663 
## Iteration 3 lambda =  0.5077314 
## Iteration 4 lambda =  0.507288 
## Iteration 5 lambda =  0.5072436 
## Iteration 6 lambda =  0.5072392 
## Iteration 7 lambda =  0.5072387 
## Iteration 8 lambda =  0.5072387 
## Iteration 1 lambda =  0.6547245 
## Iteration 2 lambda =  0.620197 
## Iteration 3 lambda =  0.6167442 
## Iteration 4 lambda =  0.6163989 
## Iteration 5 lambda =  0.6163644 
## Iteration 6 lambda =  0.6163609 
## Iteration 7 lambda =  0.6163606 
## Iteration 8 lambda =  0.6163606 
## Iteration 1 lambda =  0.555723 
## Iteration 2 lambda =  0.5112953 
## Iteration 3 lambda =  0.5068525 
## Iteration 4 lambda =  0.5064083 
## Iteration 5 lambda =  0.5063638 
## Iteration 6 lambda =  0.5063594 
## Iteration 7 lambda =  0.5063589 
## Iteration 8 lambda =  0.5063589 
## Iteration 1 lambda =  0.6485255 
## Iteration 2 lambda =  0.6133781 
## Iteration 3 lambda =  0.6098633 
## Iteration 4 lambda =  0.6095119 
## Iteration 5 lambda =  0.6094767 
## Iteration 6 lambda =  0.6094732 
## Iteration 7 lambda =  0.6094729 
## Iteration 8 lambda =  0.6094728 
## Iteration 1 lambda =  0.4920175 
## Iteration 2 lambda =  0.4412192 
## Iteration 3 lambda =  0.4361394 
## Iteration 4 lambda =  0.4356314 
## Iteration 5 lambda =  0.4355806 
## Iteration 6 lambda =  0.4355755 
## Iteration 7 lambda =  0.435575 
## Iteration 8 lambda =  0.435575 
## Iteration 1 lambda =  0.5206778 
## Iteration 2 lambda =  0.4727456 
## Iteration 3 lambda =  0.4679523 
## Iteration 4 lambda =  0.467473 
## Iteration 5 lambda =  0.4674251 
## Iteration 6 lambda =  0.4674203 
## Iteration 7 lambda =  0.4674198 
## Iteration 8 lambda =  0.4674198 
## Iteration 1 lambda =  0.4413866 
## Iteration 2 lambda =  0.3855253 
## Iteration 3 lambda =  0.3799391 
## Iteration 4 lambda =  0.3793805 
## Iteration 5 lambda =  0.3793247 
## Iteration 6 lambda =  0.3793191 
## Iteration 7 lambda =  0.3793185 
## Iteration 8 lambda =  0.3793185 
## Iteration 1 lambda =  0.6554183 
## Iteration 2 lambda =  0.6209601 
## Iteration 3 lambda =  0.6175143 
## Iteration 4 lambda =  0.6171697 
## Iteration 5 lambda =  0.6171353 
## Iteration 6 lambda =  0.6171318 
## Iteration 7 lambda =  0.6171315 
## Iteration 8 lambda =  0.6171314 
## Iteration 1 lambda =  0.599464 
## Iteration 2 lambda =  0.5594104 
## Iteration 3 lambda =  0.555405 
## Iteration 4 lambda =  0.5550045 
## Iteration 5 lambda =  0.5549644 
## Iteration 6 lambda =  0.5549604 
## Iteration 7 lambda =  0.55496 
## Iteration 8 lambda =  0.55496 
## Iteration 1 lambda =  0.5987457 
## Iteration 2 lambda =  0.5586202 
## Iteration 3 lambda =  0.5546077 
## Iteration 4 lambda =  0.5542065 
## Iteration 5 lambda =  0.5541663 
## Iteration 6 lambda =  0.5541623 
## Iteration 7 lambda =  0.5541619 
## Iteration 8 lambda =  0.5541619 
## Iteration 1 lambda =  0.4778592 
## Iteration 2 lambda =  0.4256452 
## Iteration 3 lambda =  0.4204238 
## Iteration 4 lambda =  0.4199016 
## Iteration 5 lambda =  0.4198494 
## Iteration 6 lambda =  0.4198442 
## Iteration 7 lambda =  0.4198437 
## Iteration 8 lambda =  0.4198436 
## Iteration 1 lambda =  0.5106306 
## Iteration 2 lambda =  0.4616937 
## Iteration 3 lambda =  0.4568 
## Iteration 4 lambda =  0.4563106 
## Iteration 5 lambda =  0.4562617 
## Iteration 6 lambda =  0.4562568 
## Iteration 7 lambda =  0.4562563 
## Iteration 8 lambda =  0.4562563 
## Iteration 1 lambda =  0.5205614 
## Iteration 2 lambda =  0.4726175 
## Iteration 3 lambda =  0.4678231 
## Iteration 4 lambda =  0.4673437 
## Iteration 5 lambda =  0.4672958 
## Iteration 6 lambda =  0.467291 
## Iteration 7 lambda =  0.4672905 
## Iteration 8 lambda =  0.4672904 
## Iteration 1 lambda =  0.5372066 
## Iteration 2 lambda =  0.4909273 
## Iteration 3 lambda =  0.4862993 
## Iteration 4 lambda =  0.4858365 
## Iteration 5 lambda =  0.4857903 
## Iteration 6 lambda =  0.4857856 
## Iteration 7 lambda =  0.4857852 
## Iteration 8 lambda =  0.4857851 
## Iteration 1 lambda =  0.6815566 
## Iteration 2 lambda =  0.6497123 
## Iteration 3 lambda =  0.6465278 
## Iteration 4 lambda =  0.6462094 
## Iteration 5 lambda =  0.6461775 
## Iteration 6 lambda =  0.6461744 
## Iteration 7 lambda =  0.646174 
## Iteration 8 lambda =  0.646174 
## Iteration 1 lambda =  0.4452454 
## Iteration 2 lambda =  0.3897699 
## Iteration 3 lambda =  0.3842224 
## Iteration 4 lambda =  0.3836676 
## Iteration 5 lambda =  0.3836122 
## Iteration 6 lambda =  0.3836066 
## Iteration 7 lambda =  0.3836061 
## Iteration 8 lambda =  0.383606 
## Iteration 1 lambda =  0.522106 
## Iteration 2 lambda =  0.4743166 
## Iteration 3 lambda =  0.4695376 
## Iteration 4 lambda =  0.4690597 
## Iteration 5 lambda =  0.4690119 
## Iteration 6 lambda =  0.4690072 
## Iteration 7 lambda =  0.4690067 
## Iteration 8 lambda =  0.4690066 
## Iteration 1 lambda =  0.6018152 
## Iteration 2 lambda =  0.5619967 
## Iteration 3 lambda =  0.5580148 
## Iteration 4 lambda =  0.5576167 
## Iteration 5 lambda =  0.5575768 
## Iteration 6 lambda =  0.5575729 
## Iteration 7 lambda =  0.5575725 
## Iteration 8 lambda =  0.5575724 
## Iteration 1 lambda =  0.5682923 
## Iteration 2 lambda =  0.5251215 
## Iteration 3 lambda =  0.5208044 
## Iteration 4 lambda =  0.5203727 
## Iteration 5 lambda =  0.5203296 
## Iteration 6 lambda =  0.5203253 
## Iteration 7 lambda =  0.5203248 
## Iteration 8 lambda =  0.5203248 
## Iteration 1 lambda =  0.5298616 
## Iteration 2 lambda =  0.4828478 
## Iteration 3 lambda =  0.4781464 
## Iteration 4 lambda =  0.4776763 
## Iteration 5 lambda =  0.4776293 
## Iteration 6 lambda =  0.4776246 
## Iteration 7 lambda =  0.4776241 
## Iteration 8 lambda =  0.477624 
## Iteration 1 lambda =  0.6284877 
## Iteration 2 lambda =  0.5913365 
## Iteration 3 lambda =  0.5876214 
## Iteration 4 lambda =  0.5872499 
## Iteration 5 lambda =  0.5872127 
## Iteration 6 lambda =  0.587209 
## Iteration 7 lambda =  0.5872086 
## Iteration 8 lambda =  0.5872086 
## Iteration 1 lambda =  0.5102361 
## Iteration 2 lambda =  0.4612598 
## Iteration 3 lambda =  0.4563621 
## Iteration 4 lambda =  0.4558724 
## Iteration 5 lambda =  0.4558234 
## Iteration 6 lambda =  0.4558185 
## Iteration 7 lambda =  0.455818 
## Iteration 8 lambda =  0.4558179 
## Iteration 1 lambda =  0.4220537 
## Iteration 2 lambda =  0.3642591 
## Iteration 3 lambda =  0.3584796 
## Iteration 4 lambda =  0.3579016 
## Iteration 5 lambda =  0.3578438 
## Iteration 6 lambda =  0.3578381 
## Iteration 7 lambda =  0.3578375 
## Iteration 8 lambda =  0.3578374 
## Iteration 1 lambda =  0.571166 
## Iteration 2 lambda =  0.5282826 
## Iteration 3 lambda =  0.5239942 
## Iteration 4 lambda =  0.5235654 
## Iteration 5 lambda =  0.5235225 
## Iteration 6 lambda =  0.5235182 
## Iteration 7 lambda =  0.5235178 
## Iteration 8 lambda =  0.5235177 
## Iteration 1 lambda =  0.6830926 
## Iteration 2 lambda =  0.6514019 
## Iteration 3 lambda =  0.6482328 
## Iteration 4 lambda =  0.6479159 
## Iteration 5 lambda =  0.6478842 
## Iteration 6 lambda =  0.6478811 
## Iteration 7 lambda =  0.6478807 
## Iteration 8 lambda =  0.6478807 
## Iteration 1 lambda =  0.5818645 
## Iteration 2 lambda =  0.5400509 
## Iteration 3 lambda =  0.5358696 
## Iteration 4 lambda =  0.5354514 
## Iteration 5 lambda =  0.5354096 
## Iteration 6 lambda =  0.5354054 
## Iteration 7 lambda =  0.535405 
## Iteration 8 lambda =  0.535405 
## Iteration 1 lambda =  0.5620405 
## Iteration 2 lambda =  0.5182446 
## Iteration 3 lambda =  0.513865 
## Iteration 4 lambda =  0.513427 
## Iteration 5 lambda =  0.5133832 
## Iteration 6 lambda =  0.5133789 
## Iteration 7 lambda =  0.5133784 
## Iteration 8 lambda =  0.5133784 
## Iteration 1 lambda =  0.4302421 
## Iteration 2 lambda =  0.3732663 
## Iteration 3 lambda =  0.3675687 
## Iteration 4 lambda =  0.3669989 
## Iteration 5 lambda =  0.366942 
## Iteration 6 lambda =  0.3669363 
## Iteration 7 lambda =  0.3669357 
## Iteration 8 lambda =  0.3669356 
## Iteration 1 lambda =  0.5009967 
## Iteration 2 lambda =  0.4510963 
## Iteration 3 lambda =  0.4461063 
## Iteration 4 lambda =  0.4456073 
## Iteration 5 lambda =  0.4455574 
## Iteration 6 lambda =  0.4455524 
## Iteration 7 lambda =  0.4455519 
## Iteration 8 lambda =  0.4455518 
## Iteration 1 lambda =  0.5424981 
## Iteration 2 lambda =  0.496748 
## Iteration 3 lambda =  0.4921729 
## Iteration 4 lambda =  0.4917154 
## Iteration 5 lambda =  0.4916697 
## Iteration 6 lambda =  0.4916651 
## Iteration 7 lambda =  0.4916647 
## Iteration 8 lambda =  0.4916646 
## Iteration 1 lambda =  0.5151693 
## Iteration 2 lambda =  0.4666862 
## Iteration 3 lambda =  0.4618379 
## Iteration 4 lambda =  0.461353 
## Iteration 5 lambda =  0.4613046 
## Iteration 6 lambda =  0.4612997 
## Iteration 7 lambda =  0.4612992 
## Iteration 8 lambda =  0.4612992 
## Iteration 1 lambda =  0.5718668 
## Iteration 2 lambda =  0.5290535 
## Iteration 3 lambda =  0.5247722 
## Iteration 4 lambda =  0.5243441 
## Iteration 5 lambda =  0.5243012 
## Iteration 6 lambda =  0.524297 
## Iteration 7 lambda =  0.5242965 
## Iteration 8 lambda =  0.5242965 
## Iteration 1 lambda =  0.4740933 
## Iteration 2 lambda =  0.4215026 
## Iteration 3 lambda =  0.4162435 
## Iteration 4 lambda =  0.4157176 
## Iteration 5 lambda =  0.415665 
## Iteration 6 lambda =  0.4156598 
## Iteration 7 lambda =  0.4156592 
## Iteration 8 lambda =  0.4156592 
## Iteration 1 lambda =  0.6326152 
## Iteration 2 lambda =  0.5958768 
## Iteration 3 lambda =  0.5922029 
## Iteration 4 lambda =  0.5918355 
## Iteration 5 lambda =  0.5917988 
## Iteration 6 lambda =  0.5917951 
## Iteration 7 lambda =  0.5917948 
## Iteration 8 lambda =  0.5917947 
## Iteration 1 lambda =  0.4507975 
## Iteration 2 lambda =  0.3958773 
## Iteration 3 lambda =  0.3903853 
## Iteration 4 lambda =  0.3898361 
## Iteration 5 lambda =  0.3897812 
## Iteration 6 lambda =  0.3897757 
## Iteration 7 lambda =  0.3897751 
## Iteration 8 lambda =  0.3897751 
## Iteration 1 lambda =  0.5282788 
## Iteration 2 lambda =  0.4811067 
## Iteration 3 lambda =  0.4763895 
## Iteration 4 lambda =  0.4759177 
## Iteration 5 lambda =  0.4758706 
## Iteration 6 lambda =  0.4758659 
## Iteration 7 lambda =  0.4758654 
## Iteration 8 lambda =  0.4758653 
## Iteration 1 lambda =  0.5585836 
## Iteration 2 lambda =  0.514442 
## Iteration 3 lambda =  0.5100278 
## Iteration 4 lambda =  0.5095864 
## Iteration 5 lambda =  0.5095423 
## Iteration 6 lambda =  0.5095379 
## Iteration 7 lambda =  0.5095374 
## Iteration 8 lambda =  0.5095374 
## Iteration 1 lambda =  0.4424544 
## Iteration 2 lambda =  0.3866998 
## Iteration 3 lambda =  0.3811244 
## Iteration 4 lambda =  0.3805668 
## Iteration 5 lambda =  0.3805111 
## Iteration 6 lambda =  0.3805055 
## Iteration 7 lambda =  0.3805049 
## Iteration 8 lambda =  0.3805049 
## Iteration 1 lambda =  0.5714925 
## Iteration 2 lambda =  0.5286417 
## Iteration 3 lambda =  0.5243567 
## Iteration 4 lambda =  0.5239282 
## Iteration 5 lambda =  0.5238853 
## Iteration 6 lambda =  0.523881 
## Iteration 7 lambda =  0.5238806 
## Iteration 8 lambda =  0.5238806 
## Iteration 1 lambda =  0.5705706 
## Iteration 2 lambda =  0.5276276 
## Iteration 3 lambda =  0.5233333 
## Iteration 4 lambda =  0.5229039 
## Iteration 5 lambda =  0.5228609 
## Iteration 6 lambda =  0.5228567 
## Iteration 7 lambda =  0.5228562 
## Iteration 8 lambda =  0.5228562 
## Iteration 1 lambda =  0.675254 
## Iteration 2 lambda =  0.6427794 
## Iteration 3 lambda =  0.6395319 
## Iteration 4 lambda =  0.6392072 
## Iteration 5 lambda =  0.6391747 
## Iteration 6 lambda =  0.6391714 
## Iteration 7 lambda =  0.6391711 
## Iteration 8 lambda =  0.6391711 
## Iteration 1 lambda =  0.3969277 
## Iteration 2 lambda =  0.3366205 
## Iteration 3 lambda =  0.3305898 
## Iteration 4 lambda =  0.3299867 
## Iteration 5 lambda =  0.3299264 
## Iteration 6 lambda =  0.3299203 
## Iteration 7 lambda =  0.3299197 
## Iteration 8 lambda =  0.3299197 
## Iteration 1 lambda =  0.5901056 
## Iteration 2 lambda =  0.5491161 
## Iteration 3 lambda =  0.5450172 
## Iteration 4 lambda =  0.5446073 
## Iteration 5 lambda =  0.5445663 
## Iteration 6 lambda =  0.5445622 
## Iteration 7 lambda =  0.5445618 
## Iteration 8 lambda =  0.5445617 
## Iteration 1 lambda =  0.556679 
## Iteration 2 lambda =  0.5123469 
## Iteration 3 lambda =  0.5079137 
## Iteration 4 lambda =  0.5074703 
## Iteration 5 lambda =  0.507426 
## Iteration 6 lambda =  0.5074216 
## Iteration 7 lambda =  0.5074211 
## Iteration 8 lambda =  0.5074211 
## Iteration 1 lambda =  0.6026413 
## Iteration 2 lambda =  0.5629054 
## Iteration 3 lambda =  0.5589318 
## Iteration 4 lambda =  0.5585345 
## Iteration 5 lambda =  0.5584947 
## Iteration 6 lambda =  0.5584908 
## Iteration 7 lambda =  0.5584904 
## Iteration 8 lambda =  0.5584903 
## Iteration 1 lambda =  0.5327797 
## Iteration 2 lambda =  0.4860576 
## Iteration 3 lambda =  0.4813854 
## Iteration 4 lambda =  0.4809182 
## Iteration 5 lambda =  0.4808715 
## Iteration 6 lambda =  0.4808668 
## Iteration 7 lambda =  0.4808663 
## Iteration 8 lambda =  0.4808663 
## Iteration 1 lambda =  0.5124823 
## Iteration 2 lambda =  0.4637305 
## Iteration 3 lambda =  0.4588553 
## Iteration 4 lambda =  0.4583678 
## Iteration 5 lambda =  0.4583191 
## Iteration 6 lambda =  0.4583142 
## Iteration 7 lambda =  0.4583137 
## Iteration 8 lambda =  0.4583137 
## Iteration 1 lambda =  0.4535176 
## Iteration 2 lambda =  0.3988694 
## Iteration 3 lambda =  0.3934046 
## Iteration 4 lambda =  0.3928581 
## Iteration 5 lambda =  0.3928034 
## Iteration 6 lambda =  0.392798 
## Iteration 7 lambda =  0.3927974 
## Iteration 8 lambda =  0.3927974 
## Iteration 1 lambda =  0.7186815 
## Iteration 2 lambda =  0.6905497 
## Iteration 3 lambda =  0.6877365 
## Iteration 4 lambda =  0.6874552 
## Iteration 5 lambda =  0.687427 
## Iteration 6 lambda =  0.6874242 
## Iteration 7 lambda =  0.6874239 
## Iteration 8 lambda =  0.6874239 
## Iteration 1 lambda =  0.5348885 
## Iteration 2 lambda =  0.4883773 
## Iteration 3 lambda =  0.4837262 
## Iteration 4 lambda =  0.4832611 
## Iteration 5 lambda =  0.4832146 
## Iteration 6 lambda =  0.4832099 
## Iteration 7 lambda =  0.4832095 
## Iteration 8 lambda =  0.4832094 
## Iteration 1 lambda =  0.6035142 
## Iteration 2 lambda =  0.5638656 
## Iteration 3 lambda =  0.5599008 
## Iteration 4 lambda =  0.5595043 
## Iteration 5 lambda =  0.5594646 
## Iteration 6 lambda =  0.5594607 
## Iteration 7 lambda =  0.5594603 
## Iteration 8 lambda =  0.5594602 
## Iteration 1 lambda =  0.6652131 
## Iteration 2 lambda =  0.6317344 
## Iteration 3 lambda =  0.6283865 
## Iteration 4 lambda =  0.6280517 
## Iteration 5 lambda =  0.6280182 
## Iteration 6 lambda =  0.6280149 
## Iteration 7 lambda =  0.6280146 
## Iteration 8 lambda =  0.6280145 
## Iteration 1 lambda =  0.3990707 
## Iteration 2 lambda =  0.3389778 
## Iteration 3 lambda =  0.3329685 
## Iteration 4 lambda =  0.3323675 
## Iteration 5 lambda =  0.3323074 
## Iteration 6 lambda =  0.3323014 
## Iteration 7 lambda =  0.3323008 
## Iteration 8 lambda =  0.3323008 
## Iteration 1 lambda =  0.4954201 
## Iteration 2 lambda =  0.4449621 
## Iteration 3 lambda =  0.4399163 
## Iteration 4 lambda =  0.4394117 
## Iteration 5 lambda =  0.4393613 
## Iteration 6 lambda =  0.4393562 
## Iteration 7 lambda =  0.4393557 
## Iteration 8 lambda =  0.4393557 
## Iteration 1 lambda =  0.4999343 
## Iteration 2 lambda =  0.4499277 
## Iteration 3 lambda =  0.444927 
## Iteration 4 lambda =  0.444427 
## Iteration 5 lambda =  0.4443769 
## Iteration 6 lambda =  0.4443719 
## Iteration 7 lambda =  0.4443714 
## Iteration 8 lambda =  0.4443714 
## Iteration 1 lambda =  0.5636689 
## Iteration 2 lambda =  0.5200358 
## Iteration 3 lambda =  0.5156725 
## Iteration 4 lambda =  0.5152361 
## Iteration 5 lambda =  0.5151925 
## Iteration 6 lambda =  0.5151881 
## Iteration 7 lambda =  0.5151877 
## Iteration 8 lambda =  0.5151877 
## Iteration 1 lambda =  0.5992407 
## Iteration 2 lambda =  0.5591647 
## Iteration 3 lambda =  0.5551572 
## Iteration 4 lambda =  0.5547564 
## Iteration 5 lambda =  0.5547163 
## Iteration 6 lambda =  0.5547123 
## Iteration 7 lambda =  0.5547119 
## Iteration 8 lambda =  0.5547119 
## Iteration 1 lambda =  0.5176859 
## Iteration 2 lambda =  0.4694545 
## Iteration 3 lambda =  0.4646314 
## Iteration 4 lambda =  0.464149 
## Iteration 5 lambda =  0.4641008 
## Iteration 6 lambda =  0.464096 
## Iteration 7 lambda =  0.4640955 
## Iteration 8 lambda =  0.4640955 
## Iteration 1 lambda =  0.4707445 
## Iteration 2 lambda =  0.417819 
## Iteration 3 lambda =  0.4125264 
## Iteration 4 lambda =  0.4119972 
## Iteration 5 lambda =  0.4119443 
## Iteration 6 lambda =  0.411939 
## Iteration 7 lambda =  0.4119384 
## Iteration 8 lambda =  0.4119384 
## Iteration 1 lambda =  0.6317662 
## Iteration 2 lambda =  0.5949428 
## Iteration 3 lambda =  0.5912604 
## Iteration 4 lambda =  0.5908922 
## Iteration 5 lambda =  0.5908554 
## Iteration 6 lambda =  0.5908517 
## Iteration 7 lambda =  0.5908513 
## Iteration 8 lambda =  0.5908513 
## Iteration 1 lambda =  0.5376144 
## Iteration 2 lambda =  0.4913759 
## Iteration 3 lambda =  0.486752 
## Iteration 4 lambda =  0.4862896 
## Iteration 5 lambda =  0.4862434 
## Iteration 6 lambda =  0.4862388 
## Iteration 7 lambda =  0.4862383 
## Iteration 8 lambda =  0.4862383 
## Iteration 1 lambda =  0.5036477 
## Iteration 2 lambda =  0.4540124 
## Iteration 3 lambda =  0.4490489 
## Iteration 4 lambda =  0.4485526 
## Iteration 5 lambda =  0.4485029 
## Iteration 6 lambda =  0.448498 
## Iteration 7 lambda =  0.4484975 
## Iteration 8 lambda =  0.4484974 
## Iteration 1 lambda =  0.4679957 
## Iteration 2 lambda =  0.4147953 
## Iteration 3 lambda =  0.4094752 
## Iteration 4 lambda =  0.4089432 
## Iteration 5 lambda =  0.40889 
## Iteration 6 lambda =  0.4088847 
## Iteration 7 lambda =  0.4088842 
## Iteration 8 lambda =  0.4088841 
## Iteration 1 lambda =  0.6425418 
## Iteration 2 lambda =  0.606796 
## Iteration 3 lambda =  0.6032214 
## Iteration 4 lambda =  0.602864 
## Iteration 5 lambda =  0.6028282 
## Iteration 6 lambda =  0.6028246 
## Iteration 7 lambda =  0.6028243 
## Iteration 8 lambda =  0.6028242 
## Iteration 1 lambda =  0.4417015 
## Iteration 2 lambda =  0.3858717 
## Iteration 3 lambda =  0.3802887 
## Iteration 4 lambda =  0.3797304 
## Iteration 5 lambda =  0.3796746 
## Iteration 6 lambda =  0.379669 
## Iteration 7 lambda =  0.3796684 
## Iteration 8 lambda =  0.3796684 
## Iteration 1 lambda =  0.5091614 
## Iteration 2 lambda =  0.4600775 
## Iteration 3 lambda =  0.4551691 
## Iteration 4 lambda =  0.4546783 
## Iteration 5 lambda =  0.4546292 
## Iteration 6 lambda =  0.4546243 
## Iteration 7 lambda =  0.4546238 
## Iteration 8 lambda =  0.4546237 
## Iteration 1 lambda =  0.4207808 
## Iteration 2 lambda =  0.3628589 
## Iteration 3 lambda =  0.3570667 
## Iteration 4 lambda =  0.3564874 
## Iteration 5 lambda =  0.3564295 
## Iteration 6 lambda =  0.3564237 
## Iteration 7 lambda =  0.3564232 
## Iteration 8 lambda =  0.3564231 
## Iteration 1 lambda =  0.5674606 
## Iteration 2 lambda =  0.5242067 
## Iteration 3 lambda =  0.5198813 
## Iteration 4 lambda =  0.5194487 
## Iteration 5 lambda =  0.5194055 
## Iteration 6 lambda =  0.5194012 
## Iteration 7 lambda =  0.5194007 
## Iteration 8 lambda =  0.5194007 
## Iteration 1 lambda =  0.5826947 
## Iteration 2 lambda =  0.5409642 
## Iteration 3 lambda =  0.5367912 
## Iteration 4 lambda =  0.5363739 
## Iteration 5 lambda =  0.5363321 
## Iteration 6 lambda =  0.536328 
## Iteration 7 lambda =  0.5363275 
## Iteration 8 lambda =  0.5363275 
## Iteration 1 lambda =  0.6463802 
## Iteration 2 lambda =  0.6110183 
## Iteration 3 lambda =  0.6074821 
## Iteration 4 lambda =  0.6071285 
## Iteration 5 lambda =  0.6070931 
## Iteration 6 lambda =  0.6070896 
## Iteration 7 lambda =  0.6070892 
## Iteration 8 lambda =  0.6070892 
## Iteration 1 lambda =  0.5374249 
## Iteration 2 lambda =  0.4911674 
## Iteration 3 lambda =  0.4865417 
## Iteration 4 lambda =  0.4860791 
## Iteration 5 lambda =  0.4860328 
## Iteration 6 lambda =  0.4860282 
## Iteration 7 lambda =  0.4860277 
## Iteration 8 lambda =  0.4860277 
## Iteration 1 lambda =  0.5728282 
## Iteration 2 lambda =  0.530111 
## Iteration 3 lambda =  0.5258393 
## Iteration 4 lambda =  0.5254121 
## Iteration 5 lambda =  0.5253694 
## Iteration 6 lambda =  0.5253651 
## Iteration 7 lambda =  0.5253647 
## Iteration 8 lambda =  0.5253647 
## Iteration 1 lambda =  0.5784969 
## Iteration 2 lambda =  0.5363466 
## Iteration 3 lambda =  0.5321316 
## Iteration 4 lambda =  0.5317101 
## Iteration 5 lambda =  0.5316679 
## Iteration 6 lambda =  0.5316637 
## Iteration 7 lambda =  0.5316633 
## Iteration 8 lambda =  0.5316632 
## Iteration 1 lambda =  0.5750711 
## Iteration 2 lambda =  0.5325782 
## Iteration 3 lambda =  0.5283289 
## Iteration 4 lambda =  0.527904 
## Iteration 5 lambda =  0.5278615 
## Iteration 6 lambda =  0.5278572 
## Iteration 7 lambda =  0.5278568 
## Iteration 8 lambda =  0.5278567 
## Iteration 1 lambda =  0.7614165 
## Iteration 2 lambda =  0.7375581 
## Iteration 3 lambda =  0.7351723 
## Iteration 4 lambda =  0.7349337 
## Iteration 5 lambda =  0.7349098 
## Iteration 6 lambda =  0.7349075 
## Iteration 7 lambda =  0.7349072 
## Iteration 8 lambda =  0.7349072 
## Iteration 1 lambda =  0.4743813 
## Iteration 2 lambda =  0.4218194 
## Iteration 3 lambda =  0.4165632 
## Iteration 4 lambda =  0.4160376 
## Iteration 5 lambda =  0.415985 
## Iteration 6 lambda =  0.4159798 
## Iteration 7 lambda =  0.4159793 
## Iteration 8 lambda =  0.4159792 
## Iteration 1 lambda =  0.5934884 
## Iteration 2 lambda =  0.5528373 
## Iteration 3 lambda =  0.5487722 
## Iteration 4 lambda =  0.5483656 
## Iteration 5 lambda =  0.548325 
## Iteration 6 lambda =  0.5483209 
## Iteration 7 lambda =  0.5483205 
## Iteration 8 lambda =  0.5483205 
## Iteration 1 lambda =  0.7172295 
## Iteration 2 lambda =  0.6889525 
## Iteration 3 lambda =  0.6861248 
## Iteration 4 lambda =  0.685842 
## Iteration 5 lambda =  0.6858137 
## Iteration 6 lambda =  0.6858109 
## Iteration 7 lambda =  0.6858106 
## Iteration 8 lambda =  0.6858106 
## Iteration 1 lambda =  0.6200226 
## Iteration 2 lambda =  0.5820248 
## Iteration 3 lambda =  0.5782251 
## Iteration 4 lambda =  0.5778451 
## Iteration 5 lambda =  0.5778071 
## Iteration 6 lambda =  0.5778033 
## Iteration 7 lambda =  0.5778029 
## Iteration 8 lambda =  0.5778029 
## Iteration 1 lambda =  0.5417453 
## Iteration 2 lambda =  0.4959199 
## Iteration 3 lambda =  0.4913373 
## Iteration 4 lambda =  0.4908791 
## Iteration 5 lambda =  0.4908332 
## Iteration 6 lambda =  0.4908287 
## Iteration 7 lambda =  0.4908282 
## Iteration 8 lambda =  0.4908282 
## Iteration 1 lambda =  0.7572344 
## Iteration 2 lambda =  0.7329579 
## Iteration 3 lambda =  0.7305302 
## Iteration 4 lambda =  0.7302874 
## Iteration 5 lambda =  0.7302632 
## Iteration 6 lambda =  0.7302607 
## Iteration 7 lambda =  0.7302605 
## Iteration 8 lambda =  0.7302605 
## Iteration 1 lambda =  0.6759244 
## Iteration 2 lambda =  0.6435169 
## Iteration 3 lambda =  0.6402761 
## Iteration 4 lambda =  0.639952 
## Iteration 5 lambda =  0.6399196 
## Iteration 6 lambda =  0.6399164 
## Iteration 7 lambda =  0.6399161 
## Iteration 8 lambda =  0.639916 
## Iteration 1 lambda =  0.6073752 
## Iteration 2 lambda =  0.5681127 
## Iteration 3 lambda =  0.5641865 
## Iteration 4 lambda =  0.5637938 
## Iteration 5 lambda =  0.5637546 
## Iteration 6 lambda =  0.5637507 
## Iteration 7 lambda =  0.5637503 
## Iteration 8 lambda =  0.5637502 
## Iteration 1 lambda =  0.6289435 
## Iteration 2 lambda =  0.5918378 
## Iteration 3 lambda =  0.5881273 
## Iteration 4 lambda =  0.5877562 
## Iteration 5 lambda =  0.5877191 
## Iteration 6 lambda =  0.5877154 
## Iteration 7 lambda =  0.587715 
## Iteration 8 lambda =  0.587715 
## Iteration 1 lambda =  0.6023359 
## Iteration 2 lambda =  0.5625695 
## Iteration 3 lambda =  0.5585928 
## Iteration 4 lambda =  0.5581952 
## Iteration 5 lambda =  0.5581554 
## Iteration 6 lambda =  0.5581514 
## Iteration 7 lambda =  0.558151 
## Iteration 8 lambda =  0.558151 
## Iteration 1 lambda =  0.5744466 
## Iteration 2 lambda =  0.5318913 
## Iteration 3 lambda =  0.5276357 
## Iteration 4 lambda =  0.5272102 
## Iteration 5 lambda =  0.5271676 
## Iteration 6 lambda =  0.5271634 
## Iteration 7 lambda =  0.5271629 
## Iteration 8 lambda =  0.5271629 
## Iteration 1 lambda =  0.5347739 
## Iteration 2 lambda =  0.4882513 
## Iteration 3 lambda =  0.4835991 
## Iteration 4 lambda =  0.4831338 
## Iteration 5 lambda =  0.4830873 
## Iteration 6 lambda =  0.4830827 
## Iteration 7 lambda =  0.4830822 
## Iteration 8 lambda =  0.4830822 
## Iteration 1 lambda =  0.5628403 
## Iteration 2 lambda =  0.5191244 
## Iteration 3 lambda =  0.5147528 
## Iteration 4 lambda =  0.5143156 
## Iteration 5 lambda =  0.5142719 
## Iteration 6 lambda =  0.5142675 
## Iteration 7 lambda =  0.5142671 
## Iteration 8 lambda =  0.5142671 
## Iteration 1 lambda =  0.6131016 
## Iteration 2 lambda =  0.5744117 
## Iteration 3 lambda =  0.5705427 
## Iteration 4 lambda =  0.5701558 
## Iteration 5 lambda =  0.5701171 
## Iteration 6 lambda =  0.5701133 
## Iteration 7 lambda =  0.5701129 
## Iteration 8 lambda =  0.5701128 
## Iteration 1 lambda =  0.5253475 
## Iteration 2 lambda =  0.4778823 
## Iteration 3 lambda =  0.4731358 
## Iteration 4 lambda =  0.4726611 
## Iteration 5 lambda =  0.4726136 
## Iteration 6 lambda =  0.4726089 
## Iteration 7 lambda =  0.4726084 
## Iteration 8 lambda =  0.4726084 
## Iteration 1 lambda =  0.560456 
## Iteration 2 lambda =  0.5165016 
## Iteration 3 lambda =  0.5121062 
## Iteration 4 lambda =  0.5116667 
## Iteration 5 lambda =  0.5116227 
## Iteration 6 lambda =  0.5116183 
## Iteration 7 lambda =  0.5116179 
## Iteration 8 lambda =  0.5116178 
## Iteration 1 lambda =  0.4732498 
## Iteration 2 lambda =  0.4205748 
## Iteration 3 lambda =  0.4153073 
## Iteration 4 lambda =  0.4147806 
## Iteration 5 lambda =  0.4147279 
## Iteration 6 lambda =  0.4147226 
## Iteration 7 lambda =  0.4147221 
## Iteration 8 lambda =  0.414722 
## Iteration 1 lambda =  0.5296735 
## Iteration 2 lambda =  0.4826409 
## Iteration 3 lambda =  0.4779376 
## Iteration 4 lambda =  0.4774673 
## Iteration 5 lambda =  0.4774203 
## Iteration 6 lambda =  0.4774156 
## Iteration 7 lambda =  0.4774151 
## Iteration 8 lambda =  0.477415 
## Iteration 1 lambda =  0.6426598 
## Iteration 2 lambda =  0.6069258 
## Iteration 3 lambda =  0.6033524 
## Iteration 4 lambda =  0.6029951 
## Iteration 5 lambda =  0.6029593 
## Iteration 6 lambda =  0.6029557 
## Iteration 7 lambda =  0.6029554 
## Iteration 8 lambda =  0.6029554 
## Iteration 1 lambda =  0.6691289 
## Iteration 2 lambda =  0.6360418 
## Iteration 3 lambda =  0.6327331 
## Iteration 4 lambda =  0.6324022 
## Iteration 5 lambda =  0.6323691 
## Iteration 6 lambda =  0.6323658 
## Iteration 7 lambda =  0.6323655 
## Iteration 8 lambda =  0.6323654 
## Iteration 1 lambda =  0.5930734 
## Iteration 2 lambda =  0.5523808 
## Iteration 3 lambda =  0.5483115 
## Iteration 4 lambda =  0.5479046 
## Iteration 5 lambda =  0.5478639 
## Iteration 6 lambda =  0.5478598 
## Iteration 7 lambda =  0.5478594 
## Iteration 8 lambda =  0.5478594 
## Iteration 1 lambda =  0.482739 
## Iteration 2 lambda =  0.4310129 
## Iteration 3 lambda =  0.4258403 
## Iteration 4 lambda =  0.425323 
## Iteration 5 lambda =  0.4252713 
## Iteration 6 lambda =  0.4252661 
## Iteration 7 lambda =  0.4252656 
## Iteration 8 lambda =  0.4252655 
## Iteration 1 lambda =  0.7335916 
## Iteration 2 lambda =  0.7069508 
## Iteration 3 lambda =  0.7042867 
## Iteration 4 lambda =  0.7040203 
## Iteration 5 lambda =  0.7039936 
## Iteration 6 lambda =  0.703991 
## Iteration 7 lambda =  0.7039907 
## Iteration 8 lambda =  0.7039907 
## Iteration 1 lambda =  0.6296787 
## Iteration 2 lambda =  0.5926466 
## Iteration 3 lambda =  0.5889434 
## Iteration 4 lambda =  0.588573 
## Iteration 5 lambda =  0.588536 
## Iteration 6 lambda =  0.5885323 
## Iteration 7 lambda =  0.5885319 
## Iteration 8 lambda =  0.5885319 
## Iteration 1 lambda =  0.6469888 
## Iteration 2 lambda =  0.6116877 
## Iteration 3 lambda =  0.6081576 
## Iteration 4 lambda =  0.6078046 
## Iteration 5 lambda =  0.6077693 
## Iteration 6 lambda =  0.6077657 
## Iteration 7 lambda =  0.6077654 
## Iteration 8 lambda =  0.6077653 
## Iteration 1 lambda =  0.6539627 
## Iteration 2 lambda =  0.6193589 
## Iteration 3 lambda =  0.6158986 
## Iteration 4 lambda =  0.6155525 
## Iteration 5 lambda =  0.6155179 
## Iteration 6 lambda =  0.6155145 
## Iteration 7 lambda =  0.6155141 
## Iteration 8 lambda =  0.6155141 
## Iteration 1 lambda =  0.4904019 
## Iteration 2 lambda =  0.4394421 
## Iteration 3 lambda =  0.4343461 
## Iteration 4 lambda =  0.4338365 
## Iteration 5 lambda =  0.4337856 
## Iteration 6 lambda =  0.4337805 
## Iteration 7 lambda =  0.43378 
## Iteration 8 lambda =  0.4337799 
## Iteration 1 lambda =  0.6711249 
## Iteration 2 lambda =  0.6382373 
## Iteration 3 lambda =  0.6349486 
## Iteration 4 lambda =  0.6346197 
## Iteration 5 lambda =  0.6345868 
## Iteration 6 lambda =  0.6345835 
## Iteration 7 lambda =  0.6345832 
## Iteration 8 lambda =  0.6345832 
## Iteration 1 lambda =  0.4469429 
## Iteration 2 lambda =  0.3916372 
## Iteration 3 lambda =  0.3861066 
## Iteration 4 lambda =  0.3855536 
## Iteration 5 lambda =  0.3854983 
## Iteration 6 lambda =  0.3854927 
## Iteration 7 lambda =  0.3854922 
## Iteration 8 lambda =  0.3854921 
## Iteration 1 lambda =  0.5083264 
## Iteration 2 lambda =  0.459159 
## Iteration 3 lambda =  0.4542423 
## Iteration 4 lambda =  0.4537506 
## Iteration 5 lambda =  0.4537014 
## Iteration 6 lambda =  0.4536965 
## Iteration 7 lambda =  0.453696 
## Iteration 8 lambda =  0.453696 
## Iteration 1 lambda =  0.6025582 
## Iteration 2 lambda =  0.562814 
## Iteration 3 lambda =  0.5588396 
## Iteration 4 lambda =  0.5584422 
## Iteration 5 lambda =  0.5584024 
## Iteration 6 lambda =  0.5583984 
## Iteration 7 lambda =  0.558398 
## Iteration 8 lambda =  0.558398 
## Iteration 1 lambda =  0.4943409 
## Iteration 2 lambda =  0.443775 
## Iteration 3 lambda =  0.4387184 
## Iteration 4 lambda =  0.4382128 
## Iteration 5 lambda =  0.4381622 
## Iteration 6 lambda =  0.4381571 
## Iteration 7 lambda =  0.4381566 
## Iteration 8 lambda =  0.4381566 
## Iteration 1 lambda =  0.6219065 
## Iteration 2 lambda =  0.5840971 
## Iteration 3 lambda =  0.5803162 
## Iteration 4 lambda =  0.5799381 
## Iteration 5 lambda =  0.5799003 
## Iteration 6 lambda =  0.5798965 
## Iteration 7 lambda =  0.5798961 
## Iteration 8 lambda =  0.5798961 
## Iteration 1 lambda =  0.5635416 
## Iteration 2 lambda =  0.5198958 
## Iteration 3 lambda =  0.5155312 
## Iteration 4 lambda =  0.5150947 
## Iteration 5 lambda =  0.5150511 
## Iteration 6 lambda =  0.5150467 
## Iteration 7 lambda =  0.5150463 
## Iteration 8 lambda =  0.5150462 
## Iteration 1 lambda =  0.4274187 
## Iteration 2 lambda =  0.3701605 
## Iteration 3 lambda =  0.3644347 
## Iteration 4 lambda =  0.3638621 
## Iteration 5 lambda =  0.3638049 
## Iteration 6 lambda =  0.3637991 
## Iteration 7 lambda =  0.3637986 
## Iteration 8 lambda =  0.3637985 
## Iteration 1 lambda =  0.576919 
## Iteration 2 lambda =  0.5346109 
## Iteration 3 lambda =  0.5303801 
## Iteration 4 lambda =  0.529957 
## Iteration 5 lambda =  0.5299147 
## Iteration 6 lambda =  0.5299105 
## Iteration 7 lambda =  0.5299101 
## Iteration 8 lambda =  0.52991 
## Iteration 1 lambda =  0.5311477 
## Iteration 2 lambda =  0.4842625 
## Iteration 3 lambda =  0.4795739 
## Iteration 4 lambda =  0.4791051 
## Iteration 5 lambda =  0.4790582 
## Iteration 6 lambda =  0.4790535 
## Iteration 7 lambda =  0.479053 
## Iteration 8 lambda =  0.479053 
## Iteration 1 lambda =  0.6052892 
## Iteration 2 lambda =  0.5658181 
## Iteration 3 lambda =  0.561871 
## Iteration 4 lambda =  0.5614763 
## Iteration 5 lambda =  0.5614368 
## Iteration 6 lambda =  0.5614329 
## Iteration 7 lambda =  0.5614325 
## Iteration 8 lambda =  0.5614324 
## Iteration 1 lambda =  0.5740286 
## Iteration 2 lambda =  0.5314314 
## Iteration 3 lambda =  0.5271717 
## Iteration 4 lambda =  0.5267458 
## Iteration 5 lambda =  0.5267032 
## Iteration 6 lambda =  0.5266989 
## Iteration 7 lambda =  0.5266985 
## Iteration 8 lambda =  0.5266984 
## Iteration 1 lambda =  0.7133468 
## Iteration 2 lambda =  0.6846814 
## Iteration 3 lambda =  0.6818149 
## Iteration 4 lambda =  0.6815282 
## Iteration 5 lambda =  0.6814996 
## Iteration 6 lambda =  0.6814967 
## Iteration 7 lambda =  0.6814964 
## Iteration 8 lambda =  0.6814964 
## Iteration 1 lambda =  0.557252 
## Iteration 2 lambda =  0.5129772 
## Iteration 3 lambda =  0.5085497 
## Iteration 4 lambda =  0.508107 
## Iteration 5 lambda =  0.5080627 
## Iteration 6 lambda =  0.5080583 
## Iteration 7 lambda =  0.5080579 
## Iteration 8 lambda =  0.5080578 
## Iteration 1 lambda =  0.4926754 
## Iteration 2 lambda =  0.4419429 
## Iteration 3 lambda =  0.4368697 
## Iteration 4 lambda =  0.4363624 
## Iteration 5 lambda =  0.4363116 
## Iteration 6 lambda =  0.4363066 
## Iteration 7 lambda =  0.436306 
## Iteration 8 lambda =  0.436306 
## Iteration 1 lambda =  0.5916208 
## Iteration 2 lambda =  0.5507829 
## Iteration 3 lambda =  0.5466991 
## Iteration 4 lambda =  0.5462908 
## Iteration 5 lambda =  0.5462499 
## Iteration 6 lambda =  0.5462458 
## Iteration 7 lambda =  0.5462454 
## Iteration 8 lambda =  0.5462454 
## Iteration 1 lambda =  0.7754317 
## Iteration 2 lambda =  0.7529748 
## Iteration 3 lambda =  0.7507292 
## Iteration 4 lambda =  0.7505046 
## Iteration 5 lambda =  0.7504821 
## Iteration 6 lambda =  0.7504799 
## Iteration 7 lambda =  0.7504797 
## Iteration 8 lambda =  0.7504796 
## Iteration 1 lambda =  0.571789 
## Iteration 2 lambda =  0.5289679 
## Iteration 3 lambda =  0.5246857 
## Iteration 4 lambda =  0.5242575 
## Iteration 5 lambda =  0.5242147 
## Iteration 6 lambda =  0.5242104 
## Iteration 7 lambda =  0.52421 
## Iteration 8 lambda =  0.52421 
## Iteration 1 lambda =  0.4589625 
## Iteration 2 lambda =  0.4048587 
## Iteration 3 lambda =  0.3994484 
## Iteration 4 lambda =  0.3989073 
## Iteration 5 lambda =  0.3988532 
## Iteration 6 lambda =  0.3988478 
## Iteration 7 lambda =  0.3988473 
## Iteration 8 lambda =  0.3988472 
## Iteration 1 lambda =  0.5432833 
## Iteration 2 lambda =  0.4976116 
## Iteration 3 lambda =  0.4930445 
## Iteration 4 lambda =  0.4925877 
## Iteration 5 lambda =  0.4925421 
## Iteration 6 lambda =  0.4925375 
## Iteration 7 lambda =  0.492537 
## Iteration 8 lambda =  0.492537 
## Iteration 1 lambda =  0.5128286 
## Iteration 2 lambda =  0.4641115 
## Iteration 3 lambda =  0.4592398 
## Iteration 4 lambda =  0.4587526 
## Iteration 5 lambda =  0.4587039 
## Iteration 6 lambda =  0.458699 
## Iteration 7 lambda =  0.4586985 
## Iteration 8 lambda =  0.4586985 
## Iteration 1 lambda =  0.6543248 
## Iteration 2 lambda =  0.6197573 
## Iteration 3 lambda =  0.6163005 
## Iteration 4 lambda =  0.6159548 
## Iteration 5 lambda =  0.6159203 
## Iteration 6 lambda =  0.6159168 
## Iteration 7 lambda =  0.6159165 
## Iteration 8 lambda =  0.6159164 
## Iteration 1 lambda =  0.6563253 
## Iteration 2 lambda =  0.6219578 
## Iteration 3 lambda =  0.6185211 
## Iteration 4 lambda =  0.6181774 
## Iteration 5 lambda =  0.618143 
## Iteration 6 lambda =  0.6181396 
## Iteration 7 lambda =  0.6181392 
## Iteration 8 lambda =  0.6181392 
## Iteration 1 lambda =  0.3140355 
## Iteration 2 lambda =  0.245439 
## Iteration 3 lambda =  0.2385794 
## Iteration 4 lambda =  0.2378934 
## Iteration 5 lambda =  0.2378248 
## Iteration 6 lambda =  0.237818 
## Iteration 7 lambda =  0.2378173 
## Iteration 8 lambda =  0.2378172 
## Iteration 1 lambda =  0.6168679 
## Iteration 2 lambda =  0.5785546 
## Iteration 3 lambda =  0.5747233 
## Iteration 4 lambda =  0.5743402 
## Iteration 5 lambda =  0.5743019 
## Iteration 6 lambda =  0.5742981 
## Iteration 7 lambda =  0.5742977 
## Iteration 8 lambda =  0.5742976 
## Iteration 1 lambda =  0.5552342 
## Iteration 2 lambda =  0.5107576 
## Iteration 3 lambda =  0.5063099 
## Iteration 4 lambda =  0.5058652 
## Iteration 5 lambda =  0.5058207 
## Iteration 6 lambda =  0.5058163 
## Iteration 7 lambda =  0.5058158 
## Iteration 8 lambda =  0.5058158 
## Iteration 1 lambda =  0.5770418 
## Iteration 2 lambda =  0.534746 
## Iteration 3 lambda =  0.5305164 
## Iteration 4 lambda =  0.5300934 
## Iteration 5 lambda =  0.5300511 
## Iteration 6 lambda =  0.5300469 
## Iteration 7 lambda =  0.5300465 
## Iteration 8 lambda =  0.5300464 
## Iteration 1 lambda =  0.4422859 
## Iteration 2 lambda =  0.3865145 
## Iteration 3 lambda =  0.3809373 
## Iteration 4 lambda =  0.3803796 
## Iteration 5 lambda =  0.3803238 
## Iteration 6 lambda =  0.3803183 
## Iteration 7 lambda =  0.3803177 
## Iteration 8 lambda =  0.3803176 
## Iteration 1 lambda =  0.5816047 
## Iteration 2 lambda =  0.5397652 
## Iteration 3 lambda =  0.5355813 
## Iteration 4 lambda =  0.5351629 
## Iteration 5 lambda =  0.535121 
## Iteration 6 lambda =  0.5351168 
## Iteration 7 lambda =  0.5351164 
## Iteration 8 lambda =  0.5351164 
## Iteration 1 lambda =  0.6038352 
## Iteration 2 lambda =  0.5642187 
## Iteration 3 lambda =  0.5602571 
## Iteration 4 lambda =  0.5598609 
## Iteration 5 lambda =  0.5598213 
## Iteration 6 lambda =  0.5598173 
## Iteration 7 lambda =  0.5598169 
## Iteration 8 lambda =  0.5598169 
## Iteration 1 lambda =  0.6041464 
## Iteration 2 lambda =  0.564561 
## Iteration 3 lambda =  0.5606025 
## Iteration 4 lambda =  0.5602066 
## Iteration 5 lambda =  0.560167 
## Iteration 6 lambda =  0.5601631 
## Iteration 7 lambda =  0.5601627 
## Iteration 8 lambda =  0.5601626 
## Iteration 1 lambda =  0.5729446 
## Iteration 2 lambda =  0.530239 
## Iteration 3 lambda =  0.5259685 
## Iteration 4 lambda =  0.5255414 
## Iteration 5 lambda =  0.5254987 
## Iteration 6 lambda =  0.5254944 
## Iteration 7 lambda =  0.525494 
## Iteration 8 lambda =  0.525494 
## Iteration 1 lambda =  0.5477684 
## Iteration 2 lambda =  0.5025452 
## Iteration 3 lambda =  0.4980229 
## Iteration 4 lambda =  0.4975707 
## Iteration 5 lambda =  0.4975255 
## Iteration 6 lambda =  0.4975209 
## Iteration 7 lambda =  0.4975205 
## Iteration 8 lambda =  0.4975204 
## Iteration 1 lambda =  0.4140882 
## Iteration 2 lambda =  0.355497 
## Iteration 3 lambda =  0.3496379 
## Iteration 4 lambda =  0.349052 
## Iteration 5 lambda =  0.3489934 
## Iteration 6 lambda =  0.3489875 
## Iteration 7 lambda =  0.3489869 
## Iteration 8 lambda =  0.3489869 
## Iteration 1 lambda =  0.5956651 
## Iteration 2 lambda =  0.5552317 
## Iteration 3 lambda =  0.5511883 
## Iteration 4 lambda =  0.550784 
## Iteration 5 lambda =  0.5507435 
## Iteration 6 lambda =  0.5507395 
## Iteration 7 lambda =  0.5507391 
## Iteration 8 lambda =  0.5507391 
## Iteration 1 lambda =  0.5270202 
## Iteration 2 lambda =  0.4797222 
## Iteration 3 lambda =  0.4749924 
## Iteration 4 lambda =  0.4745194 
## Iteration 5 lambda =  0.4744721 
## Iteration 6 lambda =  0.4744674 
## Iteration 7 lambda =  0.4744669 
## Iteration 8 lambda =  0.4744669 
## Iteration 1 lambda =  0.5617918 
## Iteration 2 lambda =  0.517971 
## Iteration 3 lambda =  0.5135889 
## Iteration 4 lambda =  0.5131507 
## Iteration 5 lambda =  0.5131069 
## Iteration 6 lambda =  0.5131025 
## Iteration 7 lambda =  0.5131021 
## Iteration 8 lambda =  0.5131021 
## Iteration 1 lambda =  0.5509055 
## Iteration 2 lambda =  0.5059961 
## Iteration 3 lambda =  0.5015051 
## Iteration 4 lambda =  0.5010561 
## Iteration 5 lambda =  0.5010111 
## Iteration 6 lambda =  0.5010067 
## Iteration 7 lambda =  0.5010062 
## Iteration 8 lambda =  0.5010062 
## Iteration 1 lambda =  0.6444124 
## Iteration 2 lambda =  0.6088536 
## Iteration 3 lambda =  0.6052977 
## Iteration 4 lambda =  0.6049422 
## Iteration 5 lambda =  0.6049066 
## Iteration 6 lambda =  0.604903 
## Iteration 7 lambda =  0.6049027 
## Iteration 8 lambda =  0.6049027 
## Iteration 1 lambda =  0.5341507 
## Iteration 2 lambda =  0.4875658 
## Iteration 3 lambda =  0.4829073 
## Iteration 4 lambda =  0.4824415 
## Iteration 5 lambda =  0.4823949 
## Iteration 6 lambda =  0.4823902 
## Iteration 7 lambda =  0.4823898 
## Iteration 8 lambda =  0.4823897 
## Iteration 1 lambda =  0.51537 
## Iteration 2 lambda =  0.466907 
## Iteration 3 lambda =  0.4620607 
## Iteration 4 lambda =  0.4615761 
## Iteration 5 lambda =  0.4615276 
## Iteration 6 lambda =  0.4615228 
## Iteration 7 lambda =  0.4615223 
## Iteration 8 lambda =  0.4615222 
## Iteration 1 lambda =  0.4993196 
## Iteration 2 lambda =  0.4492515 
## Iteration 3 lambda =  0.4442447 
## Iteration 4 lambda =  0.443744 
## Iteration 5 lambda =  0.443694 
## Iteration 6 lambda =  0.443689 
## Iteration 7 lambda =  0.4436884 
## Iteration 8 lambda =  0.4436884 
## Iteration 1 lambda =  0.5481182 
## Iteration 2 lambda =  0.50293 
## Iteration 3 lambda =  0.4984112 
## Iteration 4 lambda =  0.4979593 
## Iteration 5 lambda =  0.4979142 
## Iteration 6 lambda =  0.4979096 
## Iteration 7 lambda =  0.4979092 
## Iteration 8 lambda =  0.4979091 
## Iteration 1 lambda =  0.6115193 
## Iteration 2 lambda =  0.5726713 
## Iteration 3 lambda =  0.5687865 
## Iteration 4 lambda =  0.568398 
## Iteration 5 lambda =  0.5683591 
## Iteration 6 lambda =  0.5683553 
## Iteration 7 lambda =  0.5683549 
## Iteration 8 lambda =  0.5683548 
## Iteration 1 lambda =  0.5288253 
## Iteration 2 lambda =  0.4817078 
## Iteration 3 lambda =  0.4769961 
## Iteration 4 lambda =  0.4765249 
## Iteration 5 lambda =  0.4764778 
## Iteration 6 lambda =  0.4764731 
## Iteration 7 lambda =  0.4764726 
## Iteration 8 lambda =  0.4764726 
## Iteration 1 lambda =  0.6818209 
## Iteration 2 lambda =  0.650003 
## Iteration 3 lambda =  0.6468212 
## Iteration 4 lambda =  0.6465031 
## Iteration 5 lambda =  0.6464712 
## Iteration 6 lambda =  0.6464681 
## Iteration 7 lambda =  0.6464677 
## Iteration 8 lambda =  0.6464677 
## Iteration 1 lambda =  0.6187859 
## Iteration 2 lambda =  0.5806645 
## Iteration 3 lambda =  0.5768524 
## Iteration 4 lambda =  0.5764712 
## Iteration 5 lambda =  0.576433 
## Iteration 6 lambda =  0.5764292 
## Iteration 7 lambda =  0.5764289 
## Iteration 8 lambda =  0.5764288 
## Iteration 1 lambda =  0.595734 
## Iteration 2 lambda =  0.5553073 
## Iteration 3 lambda =  0.5512647 
## Iteration 4 lambda =  0.5508604 
## Iteration 5 lambda =  0.55082 
## Iteration 6 lambda =  0.550816 
## Iteration 7 lambda =  0.5508155 
## Iteration 8 lambda =  0.5508155 
## Iteration 1 lambda =  0.4830257 
## Iteration 2 lambda =  0.4313282 
## Iteration 3 lambda =  0.4261585 
## Iteration 4 lambda =  0.4256415 
## Iteration 5 lambda =  0.4255898 
## Iteration 6 lambda =  0.4255846 
## Iteration 7 lambda =  0.4255841 
## Iteration 8 lambda =  0.4255841 
## Iteration 1 lambda =  0.7105334 
## Iteration 2 lambda =  0.6815868 
## Iteration 3 lambda =  0.6786921 
## Iteration 4 lambda =  0.6784027 
## Iteration 5 lambda =  0.6783737 
## Iteration 6 lambda =  0.6783708 
## Iteration 7 lambda =  0.6783705 
## Iteration 8 lambda =  0.6783705 
## Iteration 1 lambda =  0.4281699 
## Iteration 2 lambda =  0.3709869 
## Iteration 3 lambda =  0.3652686 
## Iteration 4 lambda =  0.3646968 
## Iteration 5 lambda =  0.3646396 
## Iteration 6 lambda =  0.3646339 
## Iteration 7 lambda =  0.3646333 
## Iteration 8 lambda =  0.3646333 
## Iteration 1 lambda =  0.4176064 
## Iteration 2 lambda =  0.3593671 
## Iteration 3 lambda =  0.3535432 
## Iteration 4 lambda =  0.3529608 
## Iteration 5 lambda =  0.3529025 
## Iteration 6 lambda =  0.3528967 
## Iteration 7 lambda =  0.3528961 
## Iteration 8 lambda =  0.3528961 
## Iteration 1 lambda =  0.7355929 
## Iteration 2 lambda =  0.7091522 
## Iteration 3 lambda =  0.7065081 
## Iteration 4 lambda =  0.7062437 
## Iteration 5 lambda =  0.7062172 
## Iteration 6 lambda =  0.7062146 
## Iteration 7 lambda =  0.7062143 
## Iteration 8 lambda =  0.7062143 
## Iteration 1 lambda =  0.473715 
## Iteration 2 lambda =  0.4210866 
## Iteration 3 lambda =  0.4158237 
## Iteration 4 lambda =  0.4152974 
## Iteration 5 lambda =  0.4152448 
## Iteration 6 lambda =  0.4152395 
## Iteration 7 lambda =  0.415239 
## Iteration 8 lambda =  0.4152389 
## Iteration 1 lambda =  0.4745341 
## Iteration 2 lambda =  0.4219875 
## Iteration 3 lambda =  0.4167328 
## Iteration 4 lambda =  0.4162074 
## Iteration 5 lambda =  0.4161548 
## Iteration 6 lambda =  0.4161496 
## Iteration 7 lambda =  0.416149 
## Iteration 8 lambda =  0.416149 
## Iteration 1 lambda =  0.6931102 
## Iteration 2 lambda =  0.6624212 
## Iteration 3 lambda =  0.6593523 
## Iteration 4 lambda =  0.6590454 
## Iteration 5 lambda =  0.6590147 
## Iteration 6 lambda =  0.6590116 
## Iteration 7 lambda =  0.6590113 
## Iteration 8 lambda =  0.6590113 
## Iteration 1 lambda =  0.4842017 
## Iteration 2 lambda =  0.4326219 
## Iteration 3 lambda =  0.4274639 
## Iteration 4 lambda =  0.4269481 
## Iteration 5 lambda =  0.4268965 
## Iteration 6 lambda =  0.4268913 
## Iteration 7 lambda =  0.4268908 
## Iteration 8 lambda =  0.4268908 
## Iteration 1 lambda =  0.5822648 
## Iteration 2 lambda =  0.5404913 
## Iteration 3 lambda =  0.5363139 
## Iteration 4 lambda =  0.5358962 
## Iteration 5 lambda =  0.5358544 
## Iteration 6 lambda =  0.5358502 
## Iteration 7 lambda =  0.5358498 
## Iteration 8 lambda =  0.5358498 
## Iteration 1 lambda =  0.5895353 
## Iteration 2 lambda =  0.5484888 
## Iteration 3 lambda =  0.5443841 
## Iteration 4 lambda =  0.5439737 
## Iteration 5 lambda =  0.5439326 
## Iteration 6 lambda =  0.5439285 
## Iteration 7 lambda =  0.5439281 
## Iteration 8 lambda =  0.5439281 
## Iteration 1 lambda =  0.5686394 
## Iteration 2 lambda =  0.5255034 
## Iteration 3 lambda =  0.5211898 
## Iteration 4 lambda =  0.5207584 
## Iteration 5 lambda =  0.5207153 
## Iteration 6 lambda =  0.520711 
## Iteration 7 lambda =  0.5207105 
## Iteration 8 lambda =  0.5207105 
## Iteration 1 lambda =  0.436727 
## Iteration 2 lambda =  0.3803997 
## Iteration 3 lambda =  0.3747669 
## Iteration 4 lambda =  0.3742037 
## Iteration 5 lambda =  0.3741473 
## Iteration 6 lambda =  0.3741417 
## Iteration 7 lambda =  0.3741412 
## Iteration 8 lambda =  0.3741411 
## Iteration 1 lambda =  0.5919361 
## Iteration 2 lambda =  0.5511297 
## Iteration 3 lambda =  0.5470491 
## Iteration 4 lambda =  0.546641 
## Iteration 5 lambda =  0.5466002 
## Iteration 6 lambda =  0.5465961 
## Iteration 7 lambda =  0.5465957 
## Iteration 8 lambda =  0.5465957 
## Iteration 1 lambda =  0.6265854 
## Iteration 2 lambda =  0.5892439 
## Iteration 3 lambda =  0.5855098 
## Iteration 4 lambda =  0.5851364 
## Iteration 5 lambda =  0.585099 
## Iteration 6 lambda =  0.5850953 
## Iteration 7 lambda =  0.5850949 
## Iteration 8 lambda =  0.5850949 
## Iteration 1 lambda =  0.5428382 
## Iteration 2 lambda =  0.497122 
## Iteration 3 lambda =  0.4925504 
## Iteration 4 lambda =  0.4920932 
## Iteration 5 lambda =  0.4920475 
## Iteration 6 lambda =  0.4920429 
## Iteration 7 lambda =  0.4920425 
## Iteration 8 lambda =  0.4920424 
## Iteration 1 lambda =  0.5217452 
## Iteration 2 lambda =  0.4739197 
## Iteration 3 lambda =  0.4691371 
## Iteration 4 lambda =  0.4686589 
## Iteration 5 lambda =  0.468611 
## Iteration 6 lambda =  0.4686063 
## Iteration 7 lambda =  0.4686058 
## Iteration 8 lambda =  0.4686057 
## Iteration 1 lambda =  0.4948491 
## Iteration 2 lambda =  0.444334 
## Iteration 3 lambda =  0.4392825 
## Iteration 4 lambda =  0.4387773 
## Iteration 5 lambda =  0.4387268 
## Iteration 6 lambda =  0.4387217 
## Iteration 7 lambda =  0.4387212 
## Iteration 8 lambda =  0.4387212 
## Iteration 1 lambda =  0.6543645 
## Iteration 2 lambda =  0.619801 
## Iteration 3 lambda =  0.6163446 
## Iteration 4 lambda =  0.615999 
## Iteration 5 lambda =  0.6159644 
## Iteration 6 lambda =  0.615961 
## Iteration 7 lambda =  0.6159606 
## Iteration 8 lambda =  0.6159606 
## Iteration 1 lambda =  0.5861316 
## Iteration 2 lambda =  0.5447448 
## Iteration 3 lambda =  0.5406061 
## Iteration 4 lambda =  0.5401922 
## Iteration 5 lambda =  0.5401508 
## Iteration 6 lambda =  0.5401467 
## Iteration 7 lambda =  0.5401463 
## Iteration 8 lambda =  0.5401462 
## Iteration 1 lambda =  0.3892327 
## Iteration 2 lambda =  0.328156 
## Iteration 3 lambda =  0.3220483 
## Iteration 4 lambda =  0.3214375 
## Iteration 5 lambda =  0.3213764 
## Iteration 6 lambda =  0.3213703 
## Iteration 7 lambda =  0.3213697 
## Iteration 8 lambda =  0.3213697 
## Iteration 1 lambda =  0.6336128 
## Iteration 2 lambda =  0.596974 
## Iteration 3 lambda =  0.5933102 
## Iteration 4 lambda =  0.5929438 
## Iteration 5 lambda =  0.5929072 
## Iteration 6 lambda =  0.5929035 
## Iteration 7 lambda =  0.5929031 
## Iteration 8 lambda =  0.5929031 
## Iteration 1 lambda =  0.4862896 
## Iteration 2 lambda =  0.4349186 
## Iteration 3 lambda =  0.4297815 
## Iteration 4 lambda =  0.4292677 
## Iteration 5 lambda =  0.4292164 
## Iteration 6 lambda =  0.4292112 
## Iteration 7 lambda =  0.4292107 
## Iteration 8 lambda =  0.4292107 
## Iteration 1 lambda =  0.4944019 
## Iteration 2 lambda =  0.4438421 
## Iteration 3 lambda =  0.4387861 
## Iteration 4 lambda =  0.4382805 
## Iteration 5 lambda =  0.4382299 
## Iteration 6 lambda =  0.4382249 
## Iteration 7 lambda =  0.4382244 
## Iteration 8 lambda =  0.4382243 
## Iteration 1 lambda =  0.5389953 
## Iteration 2 lambda =  0.4928948 
## Iteration 3 lambda =  0.4882848 
## Iteration 4 lambda =  0.4878238 
## Iteration 5 lambda =  0.4877777 
## Iteration 6 lambda =  0.4877731 
## Iteration 7 lambda =  0.4877726 
## Iteration 8 lambda =  0.4877726 
## Iteration 1 lambda =  0.4836018 
## Iteration 2 lambda =  0.431962 
## Iteration 3 lambda =  0.426798 
## Iteration 4 lambda =  0.4262816 
## Iteration 5 lambda =  0.42623 
## Iteration 6 lambda =  0.4262248 
## Iteration 7 lambda =  0.4262243 
## Iteration 8 lambda =  0.4262242 
## Iteration 1 lambda =  0.5950263 
## Iteration 2 lambda =  0.5545289 
## Iteration 3 lambda =  0.5504792 
## Iteration 4 lambda =  0.5500742 
## Iteration 5 lambda =  0.5500337 
## Iteration 6 lambda =  0.5500297 
## Iteration 7 lambda =  0.5500293 
## Iteration 8 lambda =  0.5500292 
## Iteration 1 lambda =  0.557013 
## Iteration 2 lambda =  0.5127143 
## Iteration 3 lambda =  0.5082844 
## Iteration 4 lambda =  0.5078414 
## Iteration 5 lambda =  0.5077971 
## Iteration 6 lambda =  0.5077927 
## Iteration 7 lambda =  0.5077922 
## Iteration 8 lambda =  0.5077922 
## Iteration 1 lambda =  0.5321229 
## Iteration 2 lambda =  0.4853352 
## Iteration 3 lambda =  0.4806564 
## Iteration 4 lambda =  0.4801886 
## Iteration 5 lambda =  0.4801418 
## Iteration 6 lambda =  0.4801371 
## Iteration 7 lambda =  0.4801366 
## Iteration 8 lambda =  0.4801366 
## Iteration 1 lambda =  0.6427252 
## Iteration 2 lambda =  0.6069977 
## Iteration 3 lambda =  0.6034249 
## Iteration 4 lambda =  0.6030677 
## Iteration 5 lambda =  0.6030319 
## Iteration 6 lambda =  0.6030284 
## Iteration 7 lambda =  0.603028 
## Iteration 8 lambda =  0.603028 
## Iteration 1 lambda =  0.5172128 
## Iteration 2 lambda =  0.4689341 
## Iteration 3 lambda =  0.4641062 
## Iteration 4 lambda =  0.4636234 
## Iteration 5 lambda =  0.4635751 
## Iteration 6 lambda =  0.4635703 
## Iteration 7 lambda =  0.4635698 
## Iteration 8 lambda =  0.4635698 
## Iteration 1 lambda =  0.4477762 
## Iteration 2 lambda =  0.3925538 
## Iteration 3 lambda =  0.3870315 
## Iteration 4 lambda =  0.3864793 
## Iteration 5 lambda =  0.3864241 
## Iteration 6 lambda =  0.3864186 
## Iteration 7 lambda =  0.386418 
## Iteration 8 lambda =  0.386418 
## Iteration 1 lambda =  0.6245684 
## Iteration 2 lambda =  0.5870252 
## Iteration 3 lambda =  0.5832709 
## Iteration 4 lambda =  0.5828954 
## Iteration 5 lambda =  0.5828579 
## Iteration 6 lambda =  0.5828541 
## Iteration 7 lambda =  0.5828538 
## Iteration 8 lambda =  0.5828537 
## Iteration 1 lambda =  0.5839884 
## Iteration 2 lambda =  0.5423873 
## Iteration 3 lambda =  0.5382272 
## Iteration 4 lambda =  0.5378112 
## Iteration 5 lambda =  0.5377695 
## Iteration 6 lambda =  0.5377654 
## Iteration 7 lambda =  0.537765 
## Iteration 8 lambda =  0.5377649 
## Iteration 1 lambda =  0.5146801 
## Iteration 2 lambda =  0.4661481 
## Iteration 3 lambda =  0.4612949 
## Iteration 4 lambda =  0.4608095 
## Iteration 5 lambda =  0.460761 
## Iteration 6 lambda =  0.4607562 
## Iteration 7 lambda =  0.4607557 
## Iteration 8 lambda =  0.4607556 
## Iteration 1 lambda =  0.6322508 
## Iteration 2 lambda =  0.5954759 
## Iteration 3 lambda =  0.5917984 
## Iteration 4 lambda =  0.5914307 
## Iteration 5 lambda =  0.5913939 
## Iteration 6 lambda =  0.5913902 
## Iteration 7 lambda =  0.5913898 
## Iteration 8 lambda =  0.5913898 
## Iteration 1 lambda =  0.4953767 
## Iteration 2 lambda =  0.4449143 
## Iteration 3 lambda =  0.4398681 
## Iteration 4 lambda =  0.4393635 
## Iteration 5 lambda =  0.439313 
## Iteration 6 lambda =  0.439308 
## Iteration 7 lambda =  0.4393075 
## Iteration 8 lambda =  0.4393074 
## Iteration 1 lambda =  0.581989 
## Iteration 2 lambda =  0.5401879 
## Iteration 3 lambda =  0.5360077 
## Iteration 4 lambda =  0.5355897 
## Iteration 5 lambda =  0.5355479 
## Iteration 6 lambda =  0.5355437 
## Iteration 7 lambda =  0.5355433 
## Iteration 8 lambda =  0.5355433 
## Iteration 1 lambda =  0.5170249 
## Iteration 2 lambda =  0.4687274 
## Iteration 3 lambda =  0.4638977 
## Iteration 4 lambda =  0.4634147 
## Iteration 5 lambda =  0.4633664 
## Iteration 6 lambda =  0.4633616 
## Iteration 7 lambda =  0.4633611 
## Iteration 8 lambda =  0.4633611 
## Iteration 1 lambda =  0.6032896 
## Iteration 2 lambda =  0.5636186 
## Iteration 3 lambda =  0.5596515 
## Iteration 4 lambda =  0.5592548 
## Iteration 5 lambda =  0.5592151 
## Iteration 6 lambda =  0.5592111 
## Iteration 7 lambda =  0.5592107 
## Iteration 8 lambda =  0.5592107 
## Iteration 1 lambda =  0.6772164 
## Iteration 2 lambda =  0.644938 
## Iteration 3 lambda =  0.6417102 
## Iteration 4 lambda =  0.6413874 
## Iteration 5 lambda =  0.6413551 
## Iteration 6 lambda =  0.6413519 
## Iteration 7 lambda =  0.6413516 
## Iteration 8 lambda =  0.6413515 
## Iteration 1 lambda =  0.5338945 
## Iteration 2 lambda =  0.4872839 
## Iteration 3 lambda =  0.4826228 
## Iteration 4 lambda =  0.4821567 
## Iteration 5 lambda =  0.4821101 
## Iteration 6 lambda =  0.4821055 
## Iteration 7 lambda =  0.482105 
## Iteration 8 lambda =  0.482105 
## Iteration 1 lambda =  0.5914101 
## Iteration 2 lambda =  0.5505511 
## Iteration 3 lambda =  0.5464652 
## Iteration 4 lambda =  0.5460566 
## Iteration 5 lambda =  0.5460157 
## Iteration 6 lambda =  0.5460117 
## Iteration 7 lambda =  0.5460112 
## Iteration 8 lambda =  0.5460112 
## Iteration 1 lambda =  0.4662488 
## Iteration 2 lambda =  0.4128737 
## Iteration 3 lambda =  0.4075361 
## Iteration 4 lambda =  0.4070024 
## Iteration 5 lambda =  0.406949 
## Iteration 6 lambda =  0.4069437 
## Iteration 7 lambda =  0.4069432 
## Iteration 8 lambda =  0.4069431 
## Iteration 1 lambda =  0.5022119 
## Iteration 2 lambda =  0.4524331 
## Iteration 3 lambda =  0.4474553 
## Iteration 4 lambda =  0.4469575 
## Iteration 5 lambda =  0.4469077 
## Iteration 6 lambda =  0.4469027 
## Iteration 7 lambda =  0.4469022 
## Iteration 8 lambda =  0.4469022 
## Iteration 1 lambda =  0.4361397 
## Iteration 2 lambda =  0.3797537 
## Iteration 3 lambda =  0.3741151 
## Iteration 4 lambda =  0.3735512 
## Iteration 5 lambda =  0.3734949 
## Iteration 6 lambda =  0.3734892 
## Iteration 7 lambda =  0.3734887 
## Iteration 8 lambda =  0.3734886 
## Iteration 1 lambda =  0.6215494 
## Iteration 2 lambda =  0.5837043 
## Iteration 3 lambda =  0.5799198 
## Iteration 4 lambda =  0.5795413 
## Iteration 5 lambda =  0.5795035 
## Iteration 6 lambda =  0.5794997 
## Iteration 7 lambda =  0.5794993 
## Iteration 8 lambda =  0.5794993 
## Iteration 1 lambda =  0.494286 
## Iteration 2 lambda =  0.4437146 
## Iteration 3 lambda =  0.4386574 
## Iteration 4 lambda =  0.4381517 
## Iteration 5 lambda =  0.4381012 
## Iteration 6 lambda =  0.4380961 
## Iteration 7 lambda =  0.4380956 
## Iteration 8 lambda =  0.4380955 
## Iteration 1 lambda =  0.5382834 
## Iteration 2 lambda =  0.4921118 
## Iteration 3 lambda =  0.4874946 
## Iteration 4 lambda =  0.4870329 
## Iteration 5 lambda =  0.4869867 
## Iteration 6 lambda =  0.4869821 
## Iteration 7 lambda =  0.4869816 
## Iteration 8 lambda =  0.4869816 
## Iteration 1 lambda =  0.4644778 
## Iteration 2 lambda =  0.4109256 
## Iteration 3 lambda =  0.4055704 
## Iteration 4 lambda =  0.4050348 
## Iteration 5 lambda =  0.4049813 
## Iteration 6 lambda =  0.4049759 
## Iteration 7 lambda =  0.4049754 
## Iteration 8 lambda =  0.4049753 
## Iteration 1 lambda =  0.4675924 
## Iteration 2 lambda =  0.4143516 
## Iteration 3 lambda =  0.4090276 
## Iteration 4 lambda =  0.4084951 
## Iteration 5 lambda =  0.4084419 
## Iteration 6 lambda =  0.4084366 
## Iteration 7 lambda =  0.4084361 
## Iteration 8 lambda =  0.408436 
## Iteration 1 lambda =  0.5854419 
## Iteration 2 lambda =  0.5439861 
## Iteration 3 lambda =  0.5398405 
## Iteration 4 lambda =  0.5394259 
## Iteration 5 lambda =  0.5393845 
## Iteration 6 lambda =  0.5393803 
## Iteration 7 lambda =  0.5393799 
## Iteration 8 lambda =  0.5393799 
## Iteration 1 lambda =  0.4305958 
## Iteration 2 lambda =  0.3736554 
## Iteration 3 lambda =  0.3679613 
## Iteration 4 lambda =  0.3673919 
## Iteration 5 lambda =  0.367335 
## Iteration 6 lambda =  0.3673293 
## Iteration 7 lambda =  0.3673287 
## Iteration 8 lambda =  0.3673287 
## Iteration 1 lambda =  0.6064867 
## Iteration 2 lambda =  0.5671353 
## Iteration 3 lambda =  0.5632002 
## Iteration 4 lambda =  0.5628067 
## Iteration 5 lambda =  0.5627673 
## Iteration 6 lambda =  0.5627634 
## Iteration 7 lambda =  0.562763 
## Iteration 8 lambda =  0.562763 
## Iteration 1 lambda =  0.5001921 
## Iteration 2 lambda =  0.4502113 
## Iteration 3 lambda =  0.4452132 
## Iteration 4 lambda =  0.4447134 
## Iteration 5 lambda =  0.4446634 
## Iteration 6 lambda =  0.4446584 
## Iteration 7 lambda =  0.4446579 
## Iteration 8 lambda =  0.4446579 
## Iteration 1 lambda =  0.5317631 
## Iteration 2 lambda =  0.4849394 
## Iteration 3 lambda =  0.480257 
## Iteration 4 lambda =  0.4797888 
## Iteration 5 lambda =  0.479742 
## Iteration 6 lambda =  0.4797373 
## Iteration 7 lambda =  0.4797368 
## Iteration 8 lambda =  0.4797368 
## Iteration 1 lambda =  0.6165206 
## Iteration 2 lambda =  0.5781726 
## Iteration 3 lambda =  0.5743379 
## Iteration 4 lambda =  0.5739544 
## Iteration 5 lambda =  0.573916 
## Iteration 6 lambda =  0.5739122 
## Iteration 7 lambda =  0.5739118 
## Iteration 8 lambda =  0.5739118 
## Iteration 1 lambda =  0.4664999 
## Iteration 2 lambda =  0.4131499 
## Iteration 3 lambda =  0.4078149 
## Iteration 4 lambda =  0.4072814 
## Iteration 5 lambda =  0.4072281 
## Iteration 6 lambda =  0.4072228 
## Iteration 7 lambda =  0.4072222 
## Iteration 8 lambda =  0.4072222 
## Iteration 1 lambda =  0.663087 
## Iteration 2 lambda =  0.6293957 
## Iteration 3 lambda =  0.6260265 
## Iteration 4 lambda =  0.6256896 
## Iteration 5 lambda =  0.6256559 
## Iteration 6 lambda =  0.6256526 
## Iteration 7 lambda =  0.6256522 
## Iteration 8 lambda =  0.6256522 
## Iteration 1 lambda =  0.489521 
## Iteration 2 lambda =  0.4384731 
## Iteration 3 lambda =  0.4333683 
## Iteration 4 lambda =  0.4328578 
## Iteration 5 lambda =  0.4328068 
## Iteration 6 lambda =  0.4328017 
## Iteration 7 lambda =  0.4328012 
## Iteration 8 lambda =  0.4328011 
## Iteration 1 lambda =  0.5719716 
## Iteration 2 lambda =  0.5291688 
## Iteration 3 lambda =  0.5248885 
## Iteration 4 lambda =  0.5244605 
## Iteration 5 lambda =  0.5244177 
## Iteration 6 lambda =  0.5244134 
## Iteration 7 lambda =  0.524413 
## Iteration 8 lambda =  0.5244129 
## Iteration 1 lambda =  0.5282424 
## Iteration 2 lambda =  0.4810666 
## Iteration 3 lambda =  0.476349 
## Iteration 4 lambda =  0.4758773 
## Iteration 5 lambda =  0.4758301 
## Iteration 6 lambda =  0.4758254 
## Iteration 7 lambda =  0.4758249 
## Iteration 8 lambda =  0.4758249 
## Iteration 1 lambda =  0.584642 
## Iteration 2 lambda =  0.5431062 
## Iteration 3 lambda =  0.5389526 
## Iteration 4 lambda =  0.5385373 
## Iteration 5 lambda =  0.5384957 
## Iteration 6 lambda =  0.5384916 
## Iteration 7 lambda =  0.5384912 
## Iteration 8 lambda =  0.5384911 
## Iteration 1 lambda =  0.5709989 
## Iteration 2 lambda =  0.5280988 
## Iteration 3 lambda =  0.5238088 
## Iteration 4 lambda =  0.5233798 
## Iteration 5 lambda =  0.5233369 
## Iteration 6 lambda =  0.5233326 
## Iteration 7 lambda =  0.5233321 
## Iteration 8 lambda =  0.5233321 
## Iteration 1 lambda =  0.6932555 
## Iteration 2 lambda =  0.6625811 
## Iteration 3 lambda =  0.6595136 
## Iteration 4 lambda =  0.6592069 
## Iteration 5 lambda =  0.6591762 
## Iteration 6 lambda =  0.6591731 
## Iteration 7 lambda =  0.6591728 
## Iteration 8 lambda =  0.6591728 
## Iteration 1 lambda =  0.5922384 
## Iteration 2 lambda =  0.5514622 
## Iteration 3 lambda =  0.5473846 
## Iteration 4 lambda =  0.5469768 
## Iteration 5 lambda =  0.5469361 
## Iteration 6 lambda =  0.546932 
## Iteration 7 lambda =  0.5469316 
## Iteration 8 lambda =  0.5469315 
## Iteration 1 lambda =  0.5317798 
## Iteration 2 lambda =  0.4849577 
## Iteration 3 lambda =  0.4802755 
## Iteration 4 lambda =  0.4798073 
## Iteration 5 lambda =  0.4797605 
## Iteration 6 lambda =  0.4797558 
## Iteration 7 lambda =  0.4797554 
## Iteration 8 lambda =  0.4797553 
## Iteration 1 lambda =  0.5432806 
## Iteration 2 lambda =  0.4976087 
## Iteration 3 lambda =  0.4930415 
## Iteration 4 lambda =  0.4925848 
## Iteration 5 lambda =  0.4925391 
## Iteration 6 lambda =  0.4925345 
## Iteration 7 lambda =  0.4925341 
## Iteration 8 lambda =  0.492534 
## Iteration 1 lambda =  0.7000271 
## Iteration 2 lambda =  0.6700298 
## Iteration 3 lambda =  0.6670301 
## Iteration 4 lambda =  0.6667301 
## Iteration 5 lambda =  0.6667001 
## Iteration 6 lambda =  0.6666971 
## Iteration 7 lambda =  0.6666968 
## Iteration 8 lambda =  0.6666968 
## Iteration 1 lambda =  0.7558428 
## Iteration 2 lambda =  0.7314271 
## Iteration 3 lambda =  0.7289855 
## Iteration 4 lambda =  0.7287413 
## Iteration 5 lambda =  0.7287169 
## Iteration 6 lambda =  0.7287145 
## Iteration 7 lambda =  0.7287142 
## Iteration 8 lambda =  0.7287142 
## Iteration 1 lambda =  0.6555208 
## Iteration 2 lambda =  0.6210729 
## Iteration 3 lambda =  0.6176281 
## Iteration 4 lambda =  0.6172836 
## Iteration 5 lambda =  0.6172492 
## Iteration 6 lambda =  0.6172457 
## Iteration 7 lambda =  0.6172454 
## Iteration 8 lambda =  0.6172454 
## Iteration 1 lambda =  0.5248437 
## Iteration 2 lambda =  0.477328 
## Iteration 3 lambda =  0.4725765 
## Iteration 4 lambda =  0.4721013 
## Iteration 5 lambda =  0.4720538 
## Iteration 6 lambda =  0.472049 
## Iteration 7 lambda =  0.4720486 
## Iteration 8 lambda =  0.4720485 
## Iteration 1 lambda =  0.5555776 
## Iteration 2 lambda =  0.5111354 
## Iteration 3 lambda =  0.5066912 
## Iteration 4 lambda =  0.5062467 
## Iteration 5 lambda =  0.5062023 
## Iteration 6 lambda =  0.5061978 
## Iteration 7 lambda =  0.5061974 
## Iteration 8 lambda =  0.5061974 
## Iteration 1 lambda =  0.5378835 
## Iteration 2 lambda =  0.4916718 
## Iteration 3 lambda =  0.4870507 
## Iteration 4 lambda =  0.4865886 
## Iteration 5 lambda =  0.4865424 
## Iteration 6 lambda =  0.4865377 
## Iteration 7 lambda =  0.4865373 
## Iteration 8 lambda =  0.4865372 
## Iteration 1 lambda =  0.4692875 
## Iteration 2 lambda =  0.4162162 
## Iteration 3 lambda =  0.4109091 
## Iteration 4 lambda =  0.4103784 
## Iteration 5 lambda =  0.4103253 
## Iteration 6 lambda =  0.41032 
## Iteration 7 lambda =  0.4103195 
## Iteration 8 lambda =  0.4103194 
## Iteration 1 lambda =  0.5191948 
## Iteration 2 lambda =  0.4711142 
## Iteration 3 lambda =  0.4663062 
## Iteration 4 lambda =  0.4658254 
## Iteration 5 lambda =  0.4657773 
## Iteration 6 lambda =  0.4657725 
## Iteration 7 lambda =  0.465772 
## Iteration 8 lambda =  0.465772 
## Iteration 1 lambda =  0.5120629 
## Iteration 2 lambda =  0.4632691 
## Iteration 3 lambda =  0.4583898 
## Iteration 4 lambda =  0.4579018 
## Iteration 5 lambda =  0.457853 
## Iteration 6 lambda =  0.4578482 
## Iteration 7 lambda =  0.4578477 
## Iteration 8 lambda =  0.4578476 
## Iteration 1 lambda =  0.5184145 
## Iteration 2 lambda =  0.4702559 
## Iteration 3 lambda =  0.46544 
## Iteration 4 lambda =  0.4649585 
## Iteration 5 lambda =  0.4649103 
## Iteration 6 lambda =  0.4649055 
## Iteration 7 lambda =  0.464905 
## Iteration 8 lambda =  0.464905 
## Iteration 1 lambda =  0.6297443 
## Iteration 2 lambda =  0.5927187 
## Iteration 3 lambda =  0.5890162 
## Iteration 4 lambda =  0.5886459 
## Iteration 5 lambda =  0.5886089 
## Iteration 6 lambda =  0.5886052 
## Iteration 7 lambda =  0.5886048 
## Iteration 8 lambda =  0.5886048 
## Iteration 1 lambda =  0.5352337 
## Iteration 2 lambda =  0.488757 
## Iteration 3 lambda =  0.4841094 
## Iteration 4 lambda =  0.4836446 
## Iteration 5 lambda =  0.4835981 
## Iteration 6 lambda =  0.4835935 
## Iteration 7 lambda =  0.483593 
## Iteration 8 lambda =  0.483593 
## Iteration 1 lambda =  0.4956443 
## Iteration 2 lambda =  0.4452087 
## Iteration 3 lambda =  0.4401652 
## Iteration 4 lambda =  0.4396608 
## Iteration 5 lambda =  0.4396104 
## Iteration 6 lambda =  0.4396053 
## Iteration 7 lambda =  0.4396048 
## Iteration 8 lambda =  0.4396048 
## Iteration 1 lambda =  0.5999935 
## Iteration 2 lambda =  0.5599929 
## Iteration 3 lambda =  0.5559928 
## Iteration 4 lambda =  0.5555928 
## Iteration 5 lambda =  0.5555528 
## Iteration 6 lambda =  0.5555488 
## Iteration 7 lambda =  0.5555484 
## Iteration 8 lambda =  0.5555483 
## Iteration 1 lambda =  0.5086573 
## Iteration 2 lambda =  0.459523 
## Iteration 3 lambda =  0.4546096 
## Iteration 4 lambda =  0.4541182 
## Iteration 5 lambda =  0.4540691 
## Iteration 6 lambda =  0.4540642 
## Iteration 7 lambda =  0.4540637 
## Iteration 8 lambda =  0.4540637 
## Iteration 1 lambda =  0.6253053 
## Iteration 2 lambda =  0.5878359 
## Iteration 3 lambda =  0.5840889 
## Iteration 4 lambda =  0.5837142 
## Iteration 5 lambda =  0.5836767 
## Iteration 6 lambda =  0.583673 
## Iteration 7 lambda =  0.5836726 
## Iteration 8 lambda =  0.5836726 
## Iteration 1 lambda =  0.4684695 
## Iteration 2 lambda =  0.4153165 
## Iteration 3 lambda =  0.4100012 
## Iteration 4 lambda =  0.4094696 
## Iteration 5 lambda =  0.4094165 
## Iteration 6 lambda =  0.4094112 
## Iteration 7 lambda =  0.4094106 
## Iteration 8 lambda =  0.4094106 
## Iteration 1 lambda =  0.4759475 
## Iteration 2 lambda =  0.4235423 
## Iteration 3 lambda =  0.4183018 
## Iteration 4 lambda =  0.4177777 
## Iteration 5 lambda =  0.4177253 
## Iteration 6 lambda =  0.4177201 
## Iteration 7 lambda =  0.4177195 
## Iteration 8 lambda =  0.4177195 
## Iteration 1 lambda =  0.6187376 
## Iteration 2 lambda =  0.5806114 
## Iteration 3 lambda =  0.5767987 
## Iteration 4 lambda =  0.5764175 
## Iteration 5 lambda =  0.5763794 
## Iteration 6 lambda =  0.5763755 
## Iteration 7 lambda =  0.5763752 
## Iteration 8 lambda =  0.5763751 
## Iteration 1 lambda =  0.542851 
## Iteration 2 lambda =  0.4971361 
## Iteration 3 lambda =  0.4925646 
## Iteration 4 lambda =  0.4921074 
## Iteration 5 lambda =  0.4920617 
## Iteration 6 lambda =  0.4920571 
## Iteration 7 lambda =  0.4920567 
## Iteration 8 lambda =  0.4920566 
## Iteration 1 lambda =  0.653493 
## Iteration 2 lambda =  0.6188423 
## Iteration 3 lambda =  0.6153772 
## Iteration 4 lambda =  0.6150307 
## Iteration 5 lambda =  0.6149961 
## Iteration 6 lambda =  0.6149926 
## Iteration 7 lambda =  0.6149923 
## Iteration 8 lambda =  0.6149922 
## Iteration 1 lambda =  0.6249643 
## Iteration 2 lambda =  0.5874607 
## Iteration 3 lambda =  0.5837103 
## Iteration 4 lambda =  0.5833353 
## Iteration 5 lambda =  0.5832978 
## Iteration 6 lambda =  0.5832941 
## Iteration 7 lambda =  0.5832937 
## Iteration 8 lambda =  0.5832936 
## Iteration 1 lambda =  0.5376548 
## Iteration 2 lambda =  0.4914203 
## Iteration 3 lambda =  0.4867968 
## Iteration 4 lambda =  0.4863345 
## Iteration 5 lambda =  0.4862883 
## Iteration 6 lambda =  0.4862836 
## Iteration 7 lambda =  0.4862832 
## Iteration 8 lambda =  0.4862831 
## Iteration 1 lambda =  0.6508017 
## Iteration 2 lambda =  0.6158819 
## Iteration 3 lambda =  0.6123899 
## Iteration 4 lambda =  0.6120407 
## Iteration 5 lambda =  0.6120058 
## Iteration 6 lambda =  0.6120023 
## Iteration 7 lambda =  0.6120019 
## Iteration 8 lambda =  0.6120019 
## Iteration 1 lambda =  0.4547787 
## Iteration 2 lambda =  0.4002566 
## Iteration 3 lambda =  0.3948044 
## Iteration 4 lambda =  0.3942592 
## Iteration 5 lambda =  0.3942047 
## Iteration 6 lambda =  0.3941992 
## Iteration 7 lambda =  0.3941987 
## Iteration 8 lambda =  0.3941986 
## Iteration 1 lambda =  0.5043952 
## Iteration 2 lambda =  0.4548347 
## Iteration 3 lambda =  0.4498787 
## Iteration 4 lambda =  0.4493831 
## Iteration 5 lambda =  0.4493335 
## Iteration 6 lambda =  0.4493286 
## Iteration 7 lambda =  0.4493281 
## Iteration 8 lambda =  0.449328 
## Iteration 1 lambda =  0.5989416 
## Iteration 2 lambda =  0.5588358 
## Iteration 3 lambda =  0.5548252 
## Iteration 4 lambda =  0.5544241 
## Iteration 5 lambda =  0.554384 
## Iteration 6 lambda =  0.55438 
## Iteration 7 lambda =  0.5543796 
## Iteration 8 lambda =  0.5543796 
## Iteration 1 lambda =  0.5277411 
## Iteration 2 lambda =  0.4805152 
## Iteration 3 lambda =  0.4757926 
## Iteration 4 lambda =  0.4753204 
## Iteration 5 lambda =  0.4752731 
## Iteration 6 lambda =  0.4752684 
## Iteration 7 lambda =  0.4752679 
## Iteration 8 lambda =  0.4752679 
## Iteration 1 lambda =  0.7331271 
## Iteration 2 lambda =  0.7064398 
## Iteration 3 lambda =  0.7037711 
## Iteration 4 lambda =  0.7035042 
## Iteration 5 lambda =  0.7034775 
## Iteration 6 lambda =  0.7034749 
## Iteration 7 lambda =  0.7034746 
## Iteration 8 lambda =  0.7034746 
## Iteration 1 lambda =  0.7457309 
## Iteration 2 lambda =  0.720304 
## Iteration 3 lambda =  0.7177613 
## Iteration 4 lambda =  0.717507 
## Iteration 5 lambda =  0.7174816 
## Iteration 6 lambda =  0.7174791 
## Iteration 7 lambda =  0.7174788 
## Iteration 8 lambda =  0.7174788 
## Iteration 1 lambda =  0.6461437 
## Iteration 2 lambda =  0.610758 
## Iteration 3 lambda =  0.6072195 
## Iteration 4 lambda =  0.6068656 
## Iteration 5 lambda =  0.6068302 
## Iteration 6 lambda =  0.6068267 
## Iteration 7 lambda =  0.6068263 
## Iteration 8 lambda =  0.6068263 
## Iteration 1 lambda =  0.6033366 
## Iteration 2 lambda =  0.5636703 
## Iteration 3 lambda =  0.5597036 
## Iteration 4 lambda =  0.559307 
## Iteration 5 lambda =  0.5592673 
## Iteration 6 lambda =  0.5592633 
## Iteration 7 lambda =  0.559263 
## Iteration 8 lambda =  0.5592629 
## Iteration 1 lambda =  0.6367234 
## Iteration 2 lambda =  0.6003957 
## Iteration 3 lambda =  0.5967629 
## Iteration 4 lambda =  0.5963996 
## Iteration 5 lambda =  0.5963633 
## Iteration 6 lambda =  0.5963597 
## Iteration 7 lambda =  0.5963593 
## Iteration 8 lambda =  0.5963593 
## Iteration 1 lambda =  0.6215184 
## Iteration 2 lambda =  0.5836702 
## Iteration 3 lambda =  0.5798854 
## Iteration 4 lambda =  0.5795069 
## Iteration 5 lambda =  0.579469 
## Iteration 6 lambda =  0.5794653 
## Iteration 7 lambda =  0.5794649 
## Iteration 8 lambda =  0.5794648 
## Iteration 1 lambda =  0.7307973 
## Iteration 2 lambda =  0.7038771 
## Iteration 3 lambda =  0.7011851 
## Iteration 4 lambda =  0.7009158 
## Iteration 5 lambda =  0.7008889 
## Iteration 6 lambda =  0.7008862 
## Iteration 7 lambda =  0.700886 
## Iteration 8 lambda =  0.7008859 
## Iteration 1 lambda =  0.5656007 
## Iteration 2 lambda =  0.5221608 
## Iteration 3 lambda =  0.5178168 
## Iteration 4 lambda =  0.5173824 
## Iteration 5 lambda =  0.5173389 
## Iteration 6 lambda =  0.5173346 
## Iteration 7 lambda =  0.5173341 
## Iteration 8 lambda =  0.5173341 
## Iteration 1 lambda =  0.4506386 
## Iteration 2 lambda =  0.3957025 
## Iteration 3 lambda =  0.3902089 
## Iteration 4 lambda =  0.3896595 
## Iteration 5 lambda =  0.3896046 
## Iteration 6 lambda =  0.3895991 
## Iteration 7 lambda =  0.3895986 
## Iteration 8 lambda =  0.3895985 
## Iteration 1 lambda =  0.4897125 
## Iteration 2 lambda =  0.4386838 
## Iteration 3 lambda =  0.4335809 
## Iteration 4 lambda =  0.4330706 
## Iteration 5 lambda =  0.4330196 
## Iteration 6 lambda =  0.4330145 
## Iteration 7 lambda =  0.433014 
## Iteration 8 lambda =  0.4330139 
## Iteration 1 lambda =  0.5330344 
## Iteration 2 lambda =  0.4863378 
## Iteration 3 lambda =  0.4816681 
## Iteration 4 lambda =  0.4812012 
## Iteration 5 lambda =  0.4811545 
## Iteration 6 lambda =  0.4811498 
## Iteration 7 lambda =  0.4811493 
## Iteration 8 lambda =  0.4811493 
## Iteration 1 lambda =  0.4389143 
## Iteration 2 lambda =  0.3828058 
## Iteration 3 lambda =  0.3771949 
## Iteration 4 lambda =  0.3766338 
## Iteration 5 lambda =  0.3765777 
## Iteration 6 lambda =  0.3765721 
## Iteration 7 lambda =  0.3765715 
## Iteration 8 lambda =  0.3765715 
## Iteration 1 lambda =  0.567517 
## Iteration 2 lambda =  0.5242687 
## Iteration 3 lambda =  0.5199439 
## Iteration 4 lambda =  0.5195114 
## Iteration 5 lambda =  0.5194682 
## Iteration 6 lambda =  0.5194639 
## Iteration 7 lambda =  0.5194634 
## Iteration 8 lambda =  0.5194634 
## Iteration 1 lambda =  0.5211853 
## Iteration 2 lambda =  0.4733038 
## Iteration 3 lambda =  0.4685157 
## Iteration 4 lambda =  0.4680369 
## Iteration 5 lambda =  0.467989 
## Iteration 6 lambda =  0.4679842 
## Iteration 7 lambda =  0.4679837 
## Iteration 8 lambda =  0.4679837 
## Iteration 1 lambda =  0.5636592 
## Iteration 2 lambda =  0.5200251 
## Iteration 3 lambda =  0.5156617 
## Iteration 4 lambda =  0.5152254 
## Iteration 5 lambda =  0.5151817 
## Iteration 6 lambda =  0.5151774 
## Iteration 7 lambda =  0.5151769 
## Iteration 8 lambda =  0.5151769 
## Iteration 1 lambda =  0.6547506 
## Iteration 2 lambda =  0.6202257 
## Iteration 3 lambda =  0.6167732 
## Iteration 4 lambda =  0.6164279 
## Iteration 5 lambda =  0.6163934 
## Iteration 6 lambda =  0.61639 
## Iteration 7 lambda =  0.6163896 
## Iteration 8 lambda =  0.6163896 
## Iteration 1 lambda =  0.6364956 
## Iteration 2 lambda =  0.6001452 
## Iteration 3 lambda =  0.5965101 
## Iteration 4 lambda =  0.5961466 
## Iteration 5 lambda =  0.5961103 
## Iteration 6 lambda =  0.5961066 
## Iteration 7 lambda =  0.5961063 
## Iteration 8 lambda =  0.5961062 
## Iteration 1 lambda =  0.5330169 
## Iteration 2 lambda =  0.4863186 
## Iteration 3 lambda =  0.4816487 
## Iteration 4 lambda =  0.4811818 
## Iteration 5 lambda =  0.4811351 
## Iteration 6 lambda =  0.4811304 
## Iteration 7 lambda =  0.4811299 
## Iteration 8 lambda =  0.4811299 
## Iteration 1 lambda =  0.6859201 
## Iteration 2 lambda =  0.6545121 
## Iteration 3 lambda =  0.6513713 
## Iteration 4 lambda =  0.6510572 
## Iteration 5 lambda =  0.6510258 
## Iteration 6 lambda =  0.6510227 
## Iteration 7 lambda =  0.6510223 
## Iteration 8 lambda =  0.6510223 
## Iteration 1 lambda =  0.4551954 
## Iteration 2 lambda =  0.4007149 
## Iteration 3 lambda =  0.3952669 
## Iteration 4 lambda =  0.3947221 
## Iteration 5 lambda =  0.3946676 
## Iteration 6 lambda =  0.3946622 
## Iteration 7 lambda =  0.3946616 
## Iteration 8 lambda =  0.3946616 
## Iteration 1 lambda =  0.5263029 
## Iteration 2 lambda =  0.4789332 
## Iteration 3 lambda =  0.4741962 
## Iteration 4 lambda =  0.4737225 
## Iteration 5 lambda =  0.4736752 
## Iteration 6 lambda =  0.4736704 
## Iteration 7 lambda =  0.4736699 
## Iteration 8 lambda =  0.4736699 
## Iteration 1 lambda =  0.6852729 
## Iteration 2 lambda =  0.6538002 
## Iteration 3 lambda =  0.6506529 
## Iteration 4 lambda =  0.6503382 
## Iteration 5 lambda =  0.6503067 
## Iteration 6 lambda =  0.6503036 
## Iteration 7 lambda =  0.6503033 
## Iteration 8 lambda =  0.6503032 
## Iteration 1 lambda =  0.6426639 
## Iteration 2 lambda =  0.6069303 
## Iteration 3 lambda =  0.6033569 
## Iteration 4 lambda =  0.6029996 
## Iteration 5 lambda =  0.6029638 
## Iteration 6 lambda =  0.6029603 
## Iteration 7 lambda =  0.6029599 
## Iteration 8 lambda =  0.6029599 
## Iteration 1 lambda =  0.7310969 
## Iteration 2 lambda =  0.7042066 
## Iteration 3 lambda =  0.7015176 
## Iteration 4 lambda =  0.7012487 
## Iteration 5 lambda =  0.7012218 
## Iteration 6 lambda =  0.7012191 
## Iteration 7 lambda =  0.7012189 
## Iteration 8 lambda =  0.7012188 
## Iteration 1 lambda =  0.4927568 
## Iteration 2 lambda =  0.4420325 
## Iteration 3 lambda =  0.4369601 
## Iteration 4 lambda =  0.4364528 
## Iteration 5 lambda =  0.4364021 
## Iteration 6 lambda =  0.436397 
## Iteration 7 lambda =  0.4363965 
## Iteration 8 lambda =  0.4363965 
## Iteration 1 lambda =  0.6266245 
## Iteration 2 lambda =  0.589287 
## Iteration 3 lambda =  0.5855532 
## Iteration 4 lambda =  0.5851799 
## Iteration 5 lambda =  0.5851425 
## Iteration 6 lambda =  0.5851388 
## Iteration 7 lambda =  0.5851384 
## Iteration 8 lambda =  0.5851384 
## Iteration 1 lambda =  0.5255779 
## Iteration 2 lambda =  0.4781357 
## Iteration 3 lambda =  0.4733915 
## Iteration 4 lambda =  0.472917 
## Iteration 5 lambda =  0.4728696 
## Iteration 6 lambda =  0.4728649 
## Iteration 7 lambda =  0.4728644 
## Iteration 8 lambda =  0.4728643 
## Iteration 1 lambda =  0.4082807 
## Iteration 2 lambda =  0.3491088 
## Iteration 3 lambda =  0.3431916 
## Iteration 4 lambda =  0.3425999 
## Iteration 5 lambda =  0.3425407 
## Iteration 6 lambda =  0.3425348 
## Iteration 7 lambda =  0.3425342 
## Iteration 8 lambda =  0.3425342 
## Iteration 1 lambda =  0.5144965 
## Iteration 2 lambda =  0.4659462 
## Iteration 3 lambda =  0.4610911 
## Iteration 4 lambda =  0.4606056 
## Iteration 5 lambda =  0.4605571 
## Iteration 6 lambda =  0.4605522 
## Iteration 7 lambda =  0.4605517 
## Iteration 8 lambda =  0.4605517 
## Iteration 1 lambda =  0.5810782 
## Iteration 2 lambda =  0.539186 
## Iteration 3 lambda =  0.5349968 
## Iteration 4 lambda =  0.5345778 
## Iteration 5 lambda =  0.5345359 
## Iteration 6 lambda =  0.5345318 
## Iteration 7 lambda =  0.5345313 
## Iteration 8 lambda =  0.5345313 
## Iteration 1 lambda =  0.5268568 
## Iteration 2 lambda =  0.4795424 
## Iteration 3 lambda =  0.474811 
## Iteration 4 lambda =  0.4743379 
## Iteration 5 lambda =  0.4742905 
## Iteration 6 lambda =  0.4742858 
## Iteration 7 lambda =  0.4742853 
## Iteration 8 lambda =  0.4742853 
## Iteration 1 lambda =  0.5017958 
## Iteration 2 lambda =  0.4519754 
## Iteration 3 lambda =  0.4469933 
## Iteration 4 lambda =  0.4464951 
## Iteration 5 lambda =  0.4464453 
## Iteration 6 lambda =  0.4464403 
## Iteration 7 lambda =  0.4464398 
## Iteration 8 lambda =  0.4464398 
## Iteration 1 lambda =  0.4579536 
## Iteration 2 lambda =  0.4037489 
## Iteration 3 lambda =  0.3983284 
## Iteration 4 lambda =  0.3977864 
## Iteration 5 lambda =  0.3977322 
## Iteration 6 lambda =  0.3977268 
## Iteration 7 lambda =  0.3977262 
## Iteration 8 lambda =  0.3977262 
## Iteration 1 lambda =  0.5694604 
## Iteration 2 lambda =  0.5264064 
## Iteration 3 lambda =  0.522101 
## Iteration 4 lambda =  0.5216705 
## Iteration 5 lambda =  0.5216275 
## Iteration 6 lambda =  0.5216231 
## Iteration 7 lambda =  0.5216227 
## Iteration 8 lambda =  0.5216227 
## Iteration 1 lambda =  0.5019722 
## Iteration 2 lambda =  0.4521694 
## Iteration 3 lambda =  0.4471891 
## Iteration 4 lambda =  0.4466911 
## Iteration 5 lambda =  0.4466413 
## Iteration 6 lambda =  0.4466363 
## Iteration 7 lambda =  0.4466358 
## Iteration 8 lambda =  0.4466358 
## Iteration 1 lambda =  0.4823486 
## Iteration 2 lambda =  0.4305834 
## Iteration 3 lambda =  0.4254069 
## Iteration 4 lambda =  0.4248893 
## Iteration 5 lambda =  0.4248375 
## Iteration 6 lambda =  0.4248323 
## Iteration 7 lambda =  0.4248318 
## Iteration 8 lambda =  0.4248318 
## Iteration 1 lambda =  0.6133796 
## Iteration 2 lambda =  0.5747176 
## Iteration 3 lambda =  0.5708514 
## Iteration 4 lambda =  0.5704648 
## Iteration 5 lambda =  0.5704261 
## Iteration 6 lambda =  0.5704222 
## Iteration 7 lambda =  0.5704218 
## Iteration 8 lambda =  0.5704218 
## Iteration 1 lambda =  0.4723157 
## Iteration 2 lambda =  0.4195472 
## Iteration 3 lambda =  0.4142704 
## Iteration 4 lambda =  0.4137427 
## Iteration 5 lambda =  0.4136899 
## Iteration 6 lambda =  0.4136847 
## Iteration 7 lambda =  0.4136841 
## Iteration 8 lambda =  0.4136841 
## Iteration 1 lambda =  0.5035243 
## Iteration 2 lambda =  0.4538768 
## Iteration 3 lambda =  0.448912 
## Iteration 4 lambda =  0.4484155 
## Iteration 5 lambda =  0.4483659 
## Iteration 6 lambda =  0.4483609 
## Iteration 7 lambda =  0.4483604 
## Iteration 8 lambda =  0.4483604 
## Iteration 1 lambda =  0.5071431 
## Iteration 2 lambda =  0.4578574 
## Iteration 3 lambda =  0.4529288 
## Iteration 4 lambda =  0.452436 
## Iteration 5 lambda =  0.4523867 
## Iteration 6 lambda =  0.4523818 
## Iteration 7 lambda =  0.4523813 
## Iteration 8 lambda =  0.4523812 
## Iteration 1 lambda =  0.6240998 
## Iteration 2 lambda =  0.5865098 
## Iteration 3 lambda =  0.5827508 
## Iteration 4 lambda =  0.5823749 
## Iteration 5 lambda =  0.5823373 
## Iteration 6 lambda =  0.5823336 
## Iteration 7 lambda =  0.5823332 
## Iteration 8 lambda =  0.5823331 
## Iteration 1 lambda =  0.4997644 
## Iteration 2 lambda =  0.4497408 
## Iteration 3 lambda =  0.4447385 
## Iteration 4 lambda =  0.4442382 
## Iteration 5 lambda =  0.4441882 
## Iteration 6 lambda =  0.4441832 
## Iteration 7 lambda =  0.4441827 
## Iteration 8 lambda =  0.4441827 
## Iteration 1 lambda =  0.5637805 
## Iteration 2 lambda =  0.5201585 
## Iteration 3 lambda =  0.5157964 
## Iteration 4 lambda =  0.5153601 
## Iteration 5 lambda =  0.5153165 
## Iteration 6 lambda =  0.5153121 
## Iteration 7 lambda =  0.5153117 
## Iteration 8 lambda =  0.5153117 
## Iteration 1 lambda =  0.5507832 
## Iteration 2 lambda =  0.5058615 
## Iteration 3 lambda =  0.5013693 
## Iteration 4 lambda =  0.5009201 
## Iteration 5 lambda =  0.5008752 
## Iteration 6 lambda =  0.5008707 
## Iteration 7 lambda =  0.5008702 
## Iteration 8 lambda =  0.5008702 
## Iteration 1 lambda =  0.5563848 
## Iteration 2 lambda =  0.5120233 
## Iteration 3 lambda =  0.5075871 
## Iteration 4 lambda =  0.5071435 
## Iteration 5 lambda =  0.5070991 
## Iteration 6 lambda =  0.5070947 
## Iteration 7 lambda =  0.5070942 
## Iteration 8 lambda =  0.5070942 
## Iteration 1 lambda =  0.50592 
## Iteration 2 lambda =  0.456512 
## Iteration 3 lambda =  0.4515712 
## Iteration 4 lambda =  0.4510771 
## Iteration 5 lambda =  0.4510277 
## Iteration 6 lambda =  0.4510227 
## Iteration 7 lambda =  0.4510222 
## Iteration 8 lambda =  0.4510222 
## Iteration 1 lambda =  0.5614809 
## Iteration 2 lambda =  0.517629 
## Iteration 3 lambda =  0.5132438 
## Iteration 4 lambda =  0.5128053 
## Iteration 5 lambda =  0.5127615 
## Iteration 6 lambda =  0.5127571 
## Iteration 7 lambda =  0.5127566 
## Iteration 8 lambda =  0.5127566 
## Iteration 1 lambda =  0.4571359 
## Iteration 2 lambda =  0.4028495 
## Iteration 3 lambda =  0.3974209 
## Iteration 4 lambda =  0.396878 
## Iteration 5 lambda =  0.3968237 
## Iteration 6 lambda =  0.3968183 
## Iteration 7 lambda =  0.3968178 
## Iteration 8 lambda =  0.3968177 
## Iteration 1 lambda =  0.6730453 
## Iteration 2 lambda =  0.6403498 
## Iteration 3 lambda =  0.6370802 
## Iteration 4 lambda =  0.6367533 
## Iteration 5 lambda =  0.6367206 
## Iteration 6 lambda =  0.6367173 
## Iteration 7 lambda =  0.636717 
## Iteration 8 lambda =  0.636717 
## Iteration 1 lambda =  0.4758912 
## Iteration 2 lambda =  0.4234803 
## Iteration 3 lambda =  0.4182392 
## Iteration 4 lambda =  0.4177151 
## Iteration 5 lambda =  0.4176627 
## Iteration 6 lambda =  0.4176575 
## Iteration 7 lambda =  0.417657 
## Iteration 8 lambda =  0.4176569 
## Iteration 1 lambda =  0.7130533 
## Iteration 2 lambda =  0.6843586 
## Iteration 3 lambda =  0.6814892 
## Iteration 4 lambda =  0.6812022 
## Iteration 5 lambda =  0.6811735 
## Iteration 6 lambda =  0.6811706 
## Iteration 7 lambda =  0.6811704 
## Iteration 8 lambda =  0.6811703 
## Iteration 1 lambda =  0.4641883 
## Iteration 2 lambda =  0.4106072 
## Iteration 3 lambda =  0.405249 
## Iteration 4 lambda =  0.4047132 
## Iteration 5 lambda =  0.4046597 
## Iteration 6 lambda =  0.4046543 
## Iteration 7 lambda =  0.4046538 
## Iteration 8 lambda =  0.4046537 
## Iteration 1 lambda =  0.5883278 
## Iteration 2 lambda =  0.5471606 
## Iteration 3 lambda =  0.5430439 
## Iteration 4 lambda =  0.5426322 
## Iteration 5 lambda =  0.5425911 
## Iteration 6 lambda =  0.5425869 
## Iteration 7 lambda =  0.5425865 
## Iteration 8 lambda =  0.5425865 
## Iteration 1 lambda =  0.7658638 
## Iteration 2 lambda =  0.7424502 
## Iteration 3 lambda =  0.7401089 
## Iteration 4 lambda =  0.7398747 
## Iteration 5 lambda =  0.7398513 
## Iteration 6 lambda =  0.739849 
## Iteration 7 lambda =  0.7398487 
## Iteration 8 lambda =  0.7398487 
## Iteration 1 lambda =  0.530225 
## Iteration 2 lambda =  0.4832474 
## Iteration 3 lambda =  0.4785497 
## Iteration 4 lambda =  0.4780799 
## Iteration 5 lambda =  0.4780329 
## Iteration 6 lambda =  0.4780282 
## Iteration 7 lambda =  0.4780278 
## Iteration 8 lambda =  0.4780277 
## Iteration 1 lambda =  0.6079026 
## Iteration 2 lambda =  0.5686928 
## Iteration 3 lambda =  0.5647718 
## Iteration 4 lambda =  0.5643797 
## Iteration 5 lambda =  0.5643405 
## Iteration 6 lambda =  0.5643366 
## Iteration 7 lambda =  0.5643362 
## Iteration 8 lambda =  0.5643362 
## Iteration 1 lambda =  0.7317143 
## Iteration 2 lambda =  0.7048857 
## Iteration 3 lambda =  0.7022028 
## Iteration 4 lambda =  0.7019345 
## Iteration 5 lambda =  0.7019077 
## Iteration 6 lambda =  0.701905 
## Iteration 7 lambda =  0.7019048 
## Iteration 8 lambda =  0.7019047 
## Iteration 1 lambda =  0.6146173 
## Iteration 2 lambda =  0.5760791 
## Iteration 3 lambda =  0.5722252 
## Iteration 4 lambda =  0.5718399 
## Iteration 5 lambda =  0.5718013 
## Iteration 6 lambda =  0.5717975 
## Iteration 7 lambda =  0.5717971 
## Iteration 8 lambda =  0.571797 
## Iteration 1 lambda =  0.6290085 
## Iteration 2 lambda =  0.5919094 
## Iteration 3 lambda =  0.5881994 
## Iteration 4 lambda =  0.5878285 
## Iteration 5 lambda =  0.5877914 
## Iteration 6 lambda =  0.5877876 
## Iteration 7 lambda =  0.5877873 
## Iteration 8 lambda =  0.5877872 
## Iteration 1 lambda =  0.4559625 
## Iteration 2 lambda =  0.4015587 
## Iteration 3 lambda =  0.3961184 
## Iteration 4 lambda =  0.3955743 
## Iteration 5 lambda =  0.3955199 
## Iteration 6 lambda =  0.3955145 
## Iteration 7 lambda =  0.3955139 
## Iteration 8 lambda =  0.3955139 
## Iteration 1 lambda =  0.7085735 
## Iteration 2 lambda =  0.6794309 
## Iteration 3 lambda =  0.6765166 
## Iteration 4 lambda =  0.6762252 
## Iteration 5 lambda =  0.676196 
## Iteration 6 lambda =  0.6761931 
## Iteration 7 lambda =  0.6761928 
## Iteration 8 lambda =  0.6761928 
## Iteration 1 lambda =  0.514938 
## Iteration 2 lambda =  0.4664318 
## Iteration 3 lambda =  0.4615812 
## Iteration 4 lambda =  0.4610961 
## Iteration 5 lambda =  0.4610476 
## Iteration 6 lambda =  0.4610427 
## Iteration 7 lambda =  0.4610423 
## Iteration 8 lambda =  0.4610422 
## Iteration 1 lambda =  0.4478875 
## Iteration 2 lambda =  0.3926763 
## Iteration 3 lambda =  0.3871551 
## Iteration 4 lambda =  0.386603 
## Iteration 5 lambda =  0.3865478 
## Iteration 6 lambda =  0.3865423 
## Iteration 7 lambda =  0.3865417 
## Iteration 8 lambda =  0.3865417 
## Iteration 1 lambda =  0.6473133 
## Iteration 2 lambda =  0.6120447 
## Iteration 3 lambda =  0.6085178 
## Iteration 4 lambda =  0.6081651 
## Iteration 5 lambda =  0.6081298 
## Iteration 6 lambda =  0.6081263 
## Iteration 7 lambda =  0.608126 
## Iteration 8 lambda =  0.6081259 
## Iteration 1 lambda =  0.5815723 
## Iteration 2 lambda =  0.5397296 
## Iteration 3 lambda =  0.5355453 
## Iteration 4 lambda =  0.5351269 
## Iteration 5 lambda =  0.535085 
## Iteration 6 lambda =  0.5350808 
## Iteration 7 lambda =  0.5350804 
## Iteration 8 lambda =  0.5350804 
## Iteration 1 lambda =  0.5498166 
## Iteration 2 lambda =  0.5047983 
## Iteration 3 lambda =  0.5002964 
## Iteration 4 lambda =  0.4998462 
## Iteration 5 lambda =  0.4998012 
## Iteration 6 lambda =  0.4997967 
## Iteration 7 lambda =  0.4997963 
## Iteration 8 lambda =  0.4997962 
## Iteration 1 lambda =  0.6308182 
## Iteration 2 lambda =  0.5939 
## Iteration 3 lambda =  0.5902082 
## Iteration 4 lambda =  0.589839 
## Iteration 5 lambda =  0.5898021 
## Iteration 6 lambda =  0.5897984 
## Iteration 7 lambda =  0.589798 
## Iteration 8 lambda =  0.589798 
## Iteration 1 lambda =  0.4965027 
## Iteration 2 lambda =  0.4461529 
## Iteration 3 lambda =  0.441118 
## Iteration 4 lambda =  0.4406145 
## Iteration 5 lambda =  0.4405641 
## Iteration 6 lambda =  0.4405591 
## Iteration 7 lambda =  0.4405586 
## Iteration 8 lambda =  0.4405585 
## Iteration 1 lambda =  0.6394825 
## Iteration 2 lambda =  0.6034308 
## Iteration 3 lambda =  0.5998256 
## Iteration 4 lambda =  0.5994651 
## Iteration 5 lambda =  0.599429 
## Iteration 6 lambda =  0.5994254 
## Iteration 7 lambda =  0.5994251 
## Iteration 8 lambda =  0.599425 
## Iteration 1 lambda =  0.4801815 
## Iteration 2 lambda =  0.4281996 
## Iteration 3 lambda =  0.4230014 
## Iteration 4 lambda =  0.4224816 
## Iteration 5 lambda =  0.4224296 
## Iteration 6 lambda =  0.4224244 
## Iteration 7 lambda =  0.4224239 
## Iteration 8 lambda =  0.4224239 
## Iteration 1 lambda =  0.7033443 
## Iteration 2 lambda =  0.6736787 
## Iteration 3 lambda =  0.6707122 
## Iteration 4 lambda =  0.6704155 
## Iteration 5 lambda =  0.6703859 
## Iteration 6 lambda =  0.6703829 
## Iteration 7 lambda =  0.6703826 
## Iteration 8 lambda =  0.6703826 
## Iteration 1 lambda =  0.627952 
## Iteration 2 lambda =  0.5907472 
## Iteration 3 lambda =  0.5870267 
## Iteration 4 lambda =  0.5866547 
## Iteration 5 lambda =  0.5866175 
## Iteration 6 lambda =  0.5866137 
## Iteration 7 lambda =  0.5866134 
## Iteration 8 lambda =  0.5866133 
## Iteration 1 lambda =  0.5438871 
## Iteration 2 lambda =  0.4982758 
## Iteration 3 lambda =  0.4937147 
## Iteration 4 lambda =  0.4932586 
## Iteration 5 lambda =  0.4932129 
## Iteration 6 lambda =  0.4932084 
## Iteration 7 lambda =  0.4932079 
## Iteration 8 lambda =  0.4932079 
## Iteration 1 lambda =  0.5272604 
## Iteration 2 lambda =  0.4799864 
## Iteration 3 lambda =  0.475259 
## Iteration 4 lambda =  0.4747863 
## Iteration 5 lambda =  0.474739 
## Iteration 6 lambda =  0.4747343 
## Iteration 7 lambda =  0.4747338 
## Iteration 8 lambda =  0.4747337 
## Iteration 1 lambda =  0.5039145 
## Iteration 2 lambda =  0.454306 
## Iteration 3 lambda =  0.4493451 
## Iteration 4 lambda =  0.4488491 
## Iteration 5 lambda =  0.4487994 
## Iteration 6 lambda =  0.4487945 
## Iteration 7 lambda =  0.448794 
## Iteration 8 lambda =  0.4487939 
## Iteration 1 lambda =  0.6681806 
## Iteration 2 lambda =  0.6349987 
## Iteration 3 lambda =  0.6316805 
## Iteration 4 lambda =  0.6313487 
## Iteration 5 lambda =  0.6313155 
## Iteration 6 lambda =  0.6313122 
## Iteration 7 lambda =  0.6313119 
## Iteration 8 lambda =  0.6313118 
## Iteration 1 lambda =  0.6895946 
## Iteration 2 lambda =  0.6585541 
## Iteration 3 lambda =  0.6554501 
## Iteration 4 lambda =  0.6551397 
## Iteration 5 lambda =  0.6551086 
## Iteration 6 lambda =  0.6551055 
## Iteration 7 lambda =  0.6551052 
## Iteration 8 lambda =  0.6551052 
## Iteration 1 lambda =  0.4229418 
## Iteration 2 lambda =  0.3652359 
## Iteration 3 lambda =  0.3594654 
## Iteration 4 lambda =  0.3588883 
## Iteration 5 lambda =  0.3588306 
## Iteration 6 lambda =  0.3588248 
## Iteration 7 lambda =  0.3588243 
## Iteration 8 lambda =  0.3588242 
## Iteration 1 lambda =  0.5605861 
## Iteration 2 lambda =  0.5166447 
## Iteration 3 lambda =  0.5122506 
## Iteration 4 lambda =  0.5118112 
## Iteration 5 lambda =  0.5117672 
## Iteration 6 lambda =  0.5117628 
## Iteration 7 lambda =  0.5117624 
## Iteration 8 lambda =  0.5117624 
## Iteration 1 lambda =  0.5351947 
## Iteration 2 lambda =  0.4887142 
## Iteration 3 lambda =  0.4840662 
## Iteration 4 lambda =  0.4836014 
## Iteration 5 lambda =  0.4835549 
## Iteration 6 lambda =  0.4835502 
## Iteration 7 lambda =  0.4835498 
## Iteration 8 lambda =  0.4835497 
## Iteration 1 lambda =  0.6086779 
## Iteration 2 lambda =  0.5695457 
## Iteration 3 lambda =  0.5656325 
## Iteration 4 lambda =  0.5652412 
## Iteration 5 lambda =  0.565202 
## Iteration 6 lambda =  0.5651981 
## Iteration 7 lambda =  0.5651977 
## Iteration 8 lambda =  0.5651977 
## Iteration 1 lambda =  0.4806885 
## Iteration 2 lambda =  0.4287573 
## Iteration 3 lambda =  0.4235642 
## Iteration 4 lambda =  0.4230449 
## Iteration 5 lambda =  0.422993 
## Iteration 6 lambda =  0.4229878 
## Iteration 7 lambda =  0.4229873 
## Iteration 8 lambda =  0.4229872 
## Iteration 1 lambda =  0.6087815 
## Iteration 2 lambda =  0.5696597 
## Iteration 3 lambda =  0.5657475 
## Iteration 4 lambda =  0.5653563 
## Iteration 5 lambda =  0.5653172 
## Iteration 6 lambda =  0.5653132 
## Iteration 7 lambda =  0.5653129 
## Iteration 8 lambda =  0.5653128 
## Iteration 1 lambda =  0.542938 
## Iteration 2 lambda =  0.4972319 
## Iteration 3 lambda =  0.4926612 
## Iteration 4 lambda =  0.4922042 
## Iteration 5 lambda =  0.4921585 
## Iteration 6 lambda =  0.4921539 
## Iteration 7 lambda =  0.4921534 
## Iteration 8 lambda =  0.4921534 
## Iteration 1 lambda =  0.6478104 
## Iteration 2 lambda =  0.6125915 
## Iteration 3 lambda =  0.6090696 
## Iteration 4 lambda =  0.6087174 
## Iteration 5 lambda =  0.6086822 
## Iteration 6 lambda =  0.6086787 
## Iteration 7 lambda =  0.6086783 
## Iteration 8 lambda =  0.6086783 
## Iteration 1 lambda =  0.4966946 
## Iteration 2 lambda =  0.446364 
## Iteration 3 lambda =  0.441331 
## Iteration 4 lambda =  0.4408277 
## Iteration 5 lambda =  0.4407773 
## Iteration 6 lambda =  0.4407723 
## Iteration 7 lambda =  0.4407718 
## Iteration 8 lambda =  0.4407718 
## Iteration 1 lambda =  0.5216077 
## Iteration 2 lambda =  0.4737684 
## Iteration 3 lambda =  0.4689845 
## Iteration 4 lambda =  0.4685061 
## Iteration 5 lambda =  0.4684583 
## Iteration 6 lambda =  0.4684535 
## Iteration 7 lambda =  0.468453 
## Iteration 8 lambda =  0.468453 
## Iteration 1 lambda =  0.5987333 
## Iteration 2 lambda =  0.5586067 
## Iteration 3 lambda =  0.554594 
## Iteration 4 lambda =  0.5541927 
## Iteration 5 lambda =  0.5541526 
## Iteration 6 lambda =  0.5541486 
## Iteration 7 lambda =  0.5541482 
## Iteration 8 lambda =  0.5541482 
## Iteration 1 lambda =  0.4731302 
## Iteration 2 lambda =  0.4204433 
## Iteration 3 lambda =  0.4151746 
## Iteration 4 lambda =  0.4146477 
## Iteration 5 lambda =  0.414595 
## Iteration 6 lambda =  0.4145897 
## Iteration 7 lambda =  0.4145892 
## Iteration 8 lambda =  0.4145892 
## Iteration 1 lambda =  0.5189597 
## Iteration 2 lambda =  0.4708556 
## Iteration 3 lambda =  0.4660452 
## Iteration 4 lambda =  0.4655642 
## Iteration 5 lambda =  0.4655161 
## Iteration 6 lambda =  0.4655113 
## Iteration 7 lambda =  0.4655108 
## Iteration 8 lambda =  0.4655107 
## Iteration 1 lambda =  0.6541487 
## Iteration 2 lambda =  0.6195636 
## Iteration 3 lambda =  0.616105 
## Iteration 4 lambda =  0.6157592 
## Iteration 5 lambda =  0.6157246 
## Iteration 6 lambda =  0.6157211 
## Iteration 7 lambda =  0.6157208 
## Iteration 8 lambda =  0.6157208 
## Iteration 1 lambda =  0.5036722 
## Iteration 2 lambda =  0.4540394 
## Iteration 3 lambda =  0.4490762 
## Iteration 4 lambda =  0.4485798 
## Iteration 5 lambda =  0.4485302 
## Iteration 6 lambda =  0.4485252 
## Iteration 7 lambda =  0.4485247 
## Iteration 8 lambda =  0.4485247 
## Iteration 1 lambda =  0.5516724 
## Iteration 2 lambda =  0.5068397 
## Iteration 3 lambda =  0.5023564 
## Iteration 4 lambda =  0.5019081 
## Iteration 5 lambda =  0.5018633 
## Iteration 6 lambda =  0.5018588 
## Iteration 7 lambda =  0.5018583 
## Iteration 8 lambda =  0.5018583 
## Iteration 1 lambda =  0.4098787 
## Iteration 2 lambda =  0.3508665 
## Iteration 3 lambda =  0.3449653 
## Iteration 4 lambda =  0.3443752 
## Iteration 5 lambda =  0.3443162 
## Iteration 6 lambda =  0.3443103 
## Iteration 7 lambda =  0.3443097 
## Iteration 8 lambda =  0.3443096 
## Iteration 1 lambda =  0.563801 
## Iteration 2 lambda =  0.5201811 
## Iteration 3 lambda =  0.5158191 
## Iteration 4 lambda =  0.5153829 
## Iteration 5 lambda =  0.5153393 
## Iteration 6 lambda =  0.515335 
## Iteration 7 lambda =  0.5153345 
## Iteration 8 lambda =  0.5153345 
## Iteration 1 lambda =  0.5142804 
## Iteration 2 lambda =  0.4657084 
## Iteration 3 lambda =  0.4608512 
## Iteration 4 lambda =  0.4603655 
## Iteration 5 lambda =  0.4603169 
## Iteration 6 lambda =  0.4603121 
## Iteration 7 lambda =  0.4603116 
## Iteration 8 lambda =  0.4603115 
## Iteration 1 lambda =  0.6664609 
## Iteration 2 lambda =  0.6331069 
## Iteration 3 lambda =  0.6297716 
## Iteration 4 lambda =  0.629438 
## Iteration 5 lambda =  0.6294047 
## Iteration 6 lambda =  0.6294013 
## Iteration 7 lambda =  0.629401 
## Iteration 8 lambda =  0.629401 
## Iteration 1 lambda =  0.622984 
## Iteration 2 lambda =  0.5852824 
## Iteration 3 lambda =  0.5815123 
## Iteration 4 lambda =  0.5811353 
## Iteration 5 lambda =  0.5810976 
## Iteration 6 lambda =  0.5810938 
## Iteration 7 lambda =  0.5810934 
## Iteration 8 lambda =  0.5810934 
## Iteration 1 lambda =  0.5775259 
## Iteration 2 lambda =  0.5352785 
## Iteration 3 lambda =  0.5310538 
## Iteration 4 lambda =  0.5306313 
## Iteration 5 lambda =  0.5305891 
## Iteration 6 lambda =  0.5305848 
## Iteration 7 lambda =  0.5305844 
## Iteration 8 lambda =  0.5305844 
## Iteration 1 lambda =  0.5187082 
## Iteration 2 lambda =  0.470579 
## Iteration 3 lambda =  0.4657661 
## Iteration 4 lambda =  0.4652848 
## Iteration 5 lambda =  0.4652367 
## Iteration 6 lambda =  0.4652319 
## Iteration 7 lambda =  0.4652314 
## Iteration 8 lambda =  0.4652314 
## Iteration 1 lambda =  0.6073726 
## Iteration 2 lambda =  0.5681099 
## Iteration 3 lambda =  0.5641836 
## Iteration 4 lambda =  0.563791 
## Iteration 5 lambda =  0.5637517 
## Iteration 6 lambda =  0.5637478 
## Iteration 7 lambda =  0.5637474 
## Iteration 8 lambda =  0.5637473 
## Iteration 1 lambda =  0.4914745 
## Iteration 2 lambda =  0.4406219 
## Iteration 3 lambda =  0.4355367 
## Iteration 4 lambda =  0.4350281 
## Iteration 5 lambda =  0.4349773 
## Iteration 6 lambda =  0.4349722 
## Iteration 7 lambda =  0.4349717 
## Iteration 8 lambda =  0.4349716 
## Iteration 1 lambda =  0.5805284 
## Iteration 2 lambda =  0.5385813 
## Iteration 3 lambda =  0.5343866 
## Iteration 4 lambda =  0.5339671 
## Iteration 5 lambda =  0.5339251 
## Iteration 6 lambda =  0.533921 
## Iteration 7 lambda =  0.5339205 
## Iteration 8 lambda =  0.5339205 
## Iteration 1 lambda =  0.6014326 
## Iteration 2 lambda =  0.5615759 
## Iteration 3 lambda =  0.5575902 
## Iteration 4 lambda =  0.5571917 
## Iteration 5 lambda =  0.5571518 
## Iteration 6 lambda =  0.5571478 
## Iteration 7 lambda =  0.5571474 
## Iteration 8 lambda =  0.5571474 
## Iteration 1 lambda =  0.6494719 
## Iteration 2 lambda =  0.6144191 
## Iteration 3 lambda =  0.6109138 
## Iteration 4 lambda =  0.6105633 
## Iteration 5 lambda =  0.6105282 
## Iteration 6 lambda =  0.6105247 
## Iteration 7 lambda =  0.6105244 
## Iteration 8 lambda =  0.6105243 
## Iteration 1 lambda =  0.507011 
## Iteration 2 lambda =  0.4577121 
## Iteration 3 lambda =  0.4527822 
## Iteration 4 lambda =  0.4522893 
## Iteration 5 lambda =  0.45224 
## Iteration 6 lambda =  0.452235 
## Iteration 7 lambda =  0.4522345 
## Iteration 8 lambda =  0.4522345 
## Iteration 1 lambda =  0.4857446 
## Iteration 2 lambda =  0.4343191 
## Iteration 3 lambda =  0.4291765 
## Iteration 4 lambda =  0.4286623 
## Iteration 5 lambda =  0.4286108 
## Iteration 6 lambda =  0.4286057 
## Iteration 7 lambda =  0.4286052 
## Iteration 8 lambda =  0.4286051 
## Iteration 1 lambda =  0.5427164 
## Iteration 2 lambda =  0.496988 
## Iteration 3 lambda =  0.4924152 
## Iteration 4 lambda =  0.4919579 
## Iteration 5 lambda =  0.4919122 
## Iteration 6 lambda =  0.4919076 
## Iteration 7 lambda =  0.4919071 
## Iteration 8 lambda =  0.4919071 
## Iteration 1 lambda =  0.3816107 
## Iteration 2 lambda =  0.3197717 
## Iteration 3 lambda =  0.3135878 
## Iteration 4 lambda =  0.3129695 
## Iteration 5 lambda =  0.3129076 
## Iteration 6 lambda =  0.3129014 
## Iteration 7 lambda =  0.3129008 
## Iteration 8 lambda =  0.3129008 
## Iteration 1 lambda =  0.5295649 
## Iteration 2 lambda =  0.4825214 
## Iteration 3 lambda =  0.4778171 
## Iteration 4 lambda =  0.4773466 
## Iteration 5 lambda =  0.4772996 
## Iteration 6 lambda =  0.4772949 
## Iteration 7 lambda =  0.4772944 
## Iteration 8 lambda =  0.4772944 
## Iteration 1 lambda =  0.4597137 
## Iteration 2 lambda =  0.405685 
## Iteration 3 lambda =  0.4002822 
## Iteration 4 lambda =  0.3997419 
## Iteration 5 lambda =  0.3996878 
## Iteration 6 lambda =  0.3996824 
## Iteration 7 lambda =  0.3996819 
## Iteration 8 lambda =  0.3996819 
## Iteration 1 lambda =  0.6083179 
## Iteration 2 lambda =  0.5691497 
## Iteration 3 lambda =  0.5652329 
## Iteration 4 lambda =  0.5648412 
## Iteration 5 lambda =  0.564802 
## Iteration 6 lambda =  0.5647981 
## Iteration 7 lambda =  0.5647977 
## Iteration 8 lambda =  0.5647977 
## Iteration 1 lambda =  0.4582249 
## Iteration 2 lambda =  0.4040474 
## Iteration 3 lambda =  0.3986296 
## Iteration 4 lambda =  0.3980879 
## Iteration 5 lambda =  0.3980337 
## Iteration 6 lambda =  0.3980283 
## Iteration 7 lambda =  0.3980277 
## Iteration 8 lambda =  0.3980277 
## Iteration 1 lambda =  0.6349775 
## Iteration 2 lambda =  0.5984752 
## Iteration 3 lambda =  0.594825 
## Iteration 4 lambda =  0.59446 
## Iteration 5 lambda =  0.5944235 
## Iteration 6 lambda =  0.5944198 
## Iteration 7 lambda =  0.5944195 
## Iteration 8 lambda =  0.5944194 
## Iteration 1 lambda =  0.6237505 
## Iteration 2 lambda =  0.5861255 
## Iteration 3 lambda =  0.582363 
## Iteration 4 lambda =  0.5819868 
## Iteration 5 lambda =  0.5819492 
## Iteration 6 lambda =  0.5819454 
## Iteration 7 lambda =  0.581945 
## Iteration 8 lambda =  0.581945 
## Iteration 1 lambda =  0.5061879 
## Iteration 2 lambda =  0.4568067 
## Iteration 3 lambda =  0.4518685 
## Iteration 4 lambda =  0.4513747 
## Iteration 5 lambda =  0.4513253 
## Iteration 6 lambda =  0.4513204 
## Iteration 7 lambda =  0.4513199 
## Iteration 8 lambda =  0.4513199 
## Iteration 1 lambda =  0.5125323 
## Iteration 2 lambda =  0.4637855 
## Iteration 3 lambda =  0.4589109 
## Iteration 4 lambda =  0.4584234 
## Iteration 5 lambda =  0.4583747 
## Iteration 6 lambda =  0.4583698 
## Iteration 7 lambda =  0.4583693 
## Iteration 8 lambda =  0.4583692 
## Iteration 1 lambda =  0.4602181 
## Iteration 2 lambda =  0.4062399 
## Iteration 3 lambda =  0.4008421 
## Iteration 4 lambda =  0.4003023 
## Iteration 5 lambda =  0.4002484 
## Iteration 6 lambda =  0.400243 
## Iteration 7 lambda =  0.4002424 
## Iteration 8 lambda =  0.4002424 
## Iteration 1 lambda =  0.4843334 
## Iteration 2 lambda =  0.4327668 
## Iteration 3 lambda =  0.4276101 
## Iteration 4 lambda =  0.4270944 
## Iteration 5 lambda =  0.4270429 
## Iteration 6 lambda =  0.4270377 
## Iteration 7 lambda =  0.4270372 
## Iteration 8 lambda =  0.4270371 
## Iteration 1 lambda =  0.6135513 
## Iteration 2 lambda =  0.5749065 
## Iteration 3 lambda =  0.571042 
## Iteration 4 lambda =  0.5706555 
## Iteration 5 lambda =  0.5706169 
## Iteration 6 lambda =  0.570613 
## Iteration 7 lambda =  0.5706126 
## Iteration 8 lambda =  0.5706126 
## Iteration 1 lambda =  0.5966023 
## Iteration 2 lambda =  0.5562626 
## Iteration 3 lambda =  0.5522286 
## Iteration 4 lambda =  0.5518252 
## Iteration 5 lambda =  0.5517848 
## Iteration 6 lambda =  0.5517808 
## Iteration 7 lambda =  0.5517804 
## Iteration 8 lambda =  0.5517804 
## Iteration 1 lambda =  0.5091467 
## Iteration 2 lambda =  0.4600614 
## Iteration 3 lambda =  0.4551528 
## Iteration 4 lambda =  0.454662 
## Iteration 5 lambda =  0.4546129 
## Iteration 6 lambda =  0.454608 
## Iteration 7 lambda =  0.4546075 
## Iteration 8 lambda =  0.4546074 
## Iteration 1 lambda =  0.5495016 
## Iteration 2 lambda =  0.5044517 
## Iteration 3 lambda =  0.4999467 
## Iteration 4 lambda =  0.4994962 
## Iteration 5 lambda =  0.4994512 
## Iteration 6 lambda =  0.4994467 
## Iteration 7 lambda =  0.4994462 
## Iteration 8 lambda =  0.4994462 
## Iteration 1 lambda =  0.4926947 
## Iteration 2 lambda =  0.4419642 
## Iteration 3 lambda =  0.4368911 
## Iteration 4 lambda =  0.4363838 
## Iteration 5 lambda =  0.4363331 
## Iteration 6 lambda =  0.436328 
## Iteration 7 lambda =  0.4363275 
## Iteration 8 lambda =  0.4363275 
## Iteration 1 lambda =  0.7139135 
## Iteration 2 lambda =  0.6853049 
## Iteration 3 lambda =  0.682444 
## Iteration 4 lambda =  0.6821579 
## Iteration 5 lambda =  0.6821293 
## Iteration 6 lambda =  0.6821264 
## Iteration 7 lambda =  0.6821261 
## Iteration 8 lambda =  0.6821261 
## Iteration 1 lambda =  0.5123978 
## Iteration 2 lambda =  0.4636376 
## Iteration 3 lambda =  0.4587615 
## Iteration 4 lambda =  0.4582739 
## Iteration 5 lambda =  0.4582252 
## Iteration 6 lambda =  0.4582203 
## Iteration 7 lambda =  0.4582198 
## Iteration 8 lambda =  0.4582198 
## Iteration 1 lambda =  0.5671737 
## Iteration 2 lambda =  0.523891 
## Iteration 3 lambda =  0.5195628 
## Iteration 4 lambda =  0.51913 
## Iteration 5 lambda =  0.5190867 
## Iteration 6 lambda =  0.5190823 
## Iteration 7 lambda =  0.5190819 
## Iteration 8 lambda =  0.5190819 
## Iteration 1 lambda =  0.8980311 
## Iteration 2 lambda =  0.8878342 
## Iteration 3 lambda =  0.8868145 
## Iteration 4 lambda =  0.8867125 
## Iteration 5 lambda =  0.8867023 
## Iteration 6 lambda =  0.8867013 
## Iteration 7 lambda =  0.8867012 
## Iteration 8 lambda =  0.8867012 
## Iteration 1 lambda =  0.4678216 
## Iteration 2 lambda =  0.4146038 
## Iteration 3 lambda =  0.409282 
## Iteration 4 lambda =  0.4087498 
## Iteration 5 lambda =  0.4086966 
## Iteration 6 lambda =  0.4086913 
## Iteration 7 lambda =  0.4086907 
## Iteration 8 lambda =  0.4086907 
## Iteration 1 lambda =  0.4896792 
## Iteration 2 lambda =  0.4386471 
## Iteration 3 lambda =  0.4335439 
## Iteration 4 lambda =  0.4330335 
## Iteration 5 lambda =  0.4329825 
## Iteration 6 lambda =  0.4329774 
## Iteration 7 lambda =  0.4329769 
## Iteration 8 lambda =  0.4329769 
## Iteration 1 lambda =  0.6410718 
## Iteration 2 lambda =  0.605179 
## Iteration 3 lambda =  0.6015897 
## Iteration 4 lambda =  0.6012308 
## Iteration 5 lambda =  0.6011949 
## Iteration 6 lambda =  0.6011913 
## Iteration 7 lambda =  0.6011909 
## Iteration 8 lambda =  0.6011909 
## Iteration 1 lambda =  0.5193488 
## Iteration 2 lambda =  0.4712837 
## Iteration 3 lambda =  0.4664772 
## Iteration 4 lambda =  0.4659965 
## Iteration 5 lambda =  0.4659485 
## Iteration 6 lambda =  0.4659437 
## Iteration 7 lambda =  0.4659432 
## Iteration 8 lambda =  0.4659431 
## Iteration 1 lambda =  0.5435213 
## Iteration 2 lambda =  0.4978735 
## Iteration 3 lambda =  0.4933087 
## Iteration 4 lambda =  0.4928522 
## Iteration 5 lambda =  0.4928065 
## Iteration 6 lambda =  0.492802 
## Iteration 7 lambda =  0.4928015 
## Iteration 8 lambda =  0.4928015 
## Iteration 1 lambda =  0.6227675 
## Iteration 2 lambda =  0.5850443 
## Iteration 3 lambda =  0.5812719 
## Iteration 4 lambda =  0.5808947 
## Iteration 5 lambda =  0.580857 
## Iteration 6 lambda =  0.5808532 
## Iteration 7 lambda =  0.5808528 
## Iteration 8 lambda =  0.5808528 
## Iteration 1 lambda =  0.6218714 
## Iteration 2 lambda =  0.5840586 
## Iteration 3 lambda =  0.5802773 
## Iteration 4 lambda =  0.5798992 
## Iteration 5 lambda =  0.5798614 
## Iteration 6 lambda =  0.5798576 
## Iteration 7 lambda =  0.5798572 
## Iteration 8 lambda =  0.5798572 
## Iteration 1 lambda =  0.5115483 
## Iteration 2 lambda =  0.4627032 
## Iteration 3 lambda =  0.4578186 
## Iteration 4 lambda =  0.4573302 
## Iteration 5 lambda =  0.4572813 
## Iteration 6 lambda =  0.4572765 
## Iteration 7 lambda =  0.457276 
## Iteration 8 lambda =  0.4572759 
## Iteration 1 lambda =  0.5202533 
## Iteration 2 lambda =  0.4722786 
## Iteration 3 lambda =  0.4674811 
## Iteration 4 lambda =  0.4670014 
## Iteration 5 lambda =  0.4669534 
## Iteration 6 lambda =  0.4669486 
## Iteration 7 lambda =  0.4669481 
## Iteration 8 lambda =  0.4669481 
## Iteration 1 lambda =  0.55494 
## Iteration 2 lambda =  0.510434 
## Iteration 3 lambda =  0.5059834 
## Iteration 4 lambda =  0.5055383 
## Iteration 5 lambda =  0.5054938 
## Iteration 6 lambda =  0.5054894 
## Iteration 7 lambda =  0.5054889 
## Iteration 8 lambda =  0.5054889 
## Iteration 1 lambda =  0.6478439 
## Iteration 2 lambda =  0.6126282 
## Iteration 3 lambda =  0.6091067 
## Iteration 4 lambda =  0.6087545 
## Iteration 5 lambda =  0.6087193 
## Iteration 6 lambda =  0.6087158 
## Iteration 7 lambda =  0.6087154 
## Iteration 8 lambda =  0.6087154 
## Iteration 1 lambda =  0.6052143 
## Iteration 2 lambda =  0.5657357 
## Iteration 3 lambda =  0.5617879 
## Iteration 4 lambda =  0.5613931 
## Iteration 5 lambda =  0.5613536 
## Iteration 6 lambda =  0.5613497 
## Iteration 7 lambda =  0.5613493 
## Iteration 8 lambda =  0.5613492 
## Iteration 1 lambda =  0.5119105 
## Iteration 2 lambda =  0.4631015 
## Iteration 3 lambda =  0.4582206 
## Iteration 4 lambda =  0.4577325 
## Iteration 5 lambda =  0.4576837 
## Iteration 6 lambda =  0.4576788 
## Iteration 7 lambda =  0.4576784 
## Iteration 8 lambda =  0.4576783 
## Iteration 1 lambda =  0.6093915 
## Iteration 2 lambda =  0.5703306 
## Iteration 3 lambda =  0.5664245 
## Iteration 4 lambda =  0.5660339 
## Iteration 5 lambda =  0.5659948 
## Iteration 6 lambda =  0.5659909 
## Iteration 7 lambda =  0.5659905 
## Iteration 8 lambda =  0.5659905 
## Iteration 1 lambda =  0.6199846 
## Iteration 2 lambda =  0.5819831 
## Iteration 3 lambda =  0.5781829 
## Iteration 4 lambda =  0.5778029 
## Iteration 5 lambda =  0.5777649 
## Iteration 6 lambda =  0.5777611 
## Iteration 7 lambda =  0.5777607 
## Iteration 8 lambda =  0.5777607 
## Iteration 1 lambda =  0.542627 
## Iteration 2 lambda =  0.4968897 
## Iteration 3 lambda =  0.492316 
## Iteration 4 lambda =  0.4918586 
## Iteration 5 lambda =  0.4918129 
## Iteration 6 lambda =  0.4918083 
## Iteration 7 lambda =  0.4918078 
## Iteration 8 lambda =  0.4918078 
## Iteration 1 lambda =  0.5881828 
## Iteration 2 lambda =  0.5470011 
## Iteration 3 lambda =  0.542883 
## Iteration 4 lambda =  0.5424711 
## Iteration 5 lambda =  0.54243 
## Iteration 6 lambda =  0.5424258 
## Iteration 7 lambda =  0.5424254 
## Iteration 8 lambda =  0.5424254 
## Iteration 1 lambda =  0.4827267 
## Iteration 2 lambda =  0.4309993 
## Iteration 3 lambda =  0.4258266 
## Iteration 4 lambda =  0.4253093 
## Iteration 5 lambda =  0.4252576 
## Iteration 6 lambda =  0.4252524 
## Iteration 7 lambda =  0.4252519 
## Iteration 8 lambda =  0.4252518 
## Iteration 1 lambda =  0.5374742 
## Iteration 2 lambda =  0.4912217 
## Iteration 3 lambda =  0.4865964 
## Iteration 4 lambda =  0.4861339 
## Iteration 5 lambda =  0.4860876 
## Iteration 6 lambda =  0.486083 
## Iteration 7 lambda =  0.4860825 
## Iteration 8 lambda =  0.4860825 
## Iteration 1 lambda =  0.4761862 
## Iteration 2 lambda =  0.4238048 
## Iteration 3 lambda =  0.4185666 
## Iteration 4 lambda =  0.4180428 
## Iteration 5 lambda =  0.4179905 
## Iteration 6 lambda =  0.4179852 
## Iteration 7 lambda =  0.4179847 
## Iteration 8 lambda =  0.4179846 
## Iteration 1 lambda =  0.5983701 
## Iteration 2 lambda =  0.5582071 
## Iteration 3 lambda =  0.5541908 
## Iteration 4 lambda =  0.5537891 
## Iteration 5 lambda =  0.553749 
## Iteration 6 lambda =  0.553745 
## Iteration 7 lambda =  0.5537446 
## Iteration 8 lambda =  0.5537445 
## Iteration 1 lambda =  0.5960163 
## Iteration 2 lambda =  0.555618 
## Iteration 3 lambda =  0.5515781 
## Iteration 4 lambda =  0.5511742 
## Iteration 5 lambda =  0.5511338 
## Iteration 6 lambda =  0.5511297 
## Iteration 7 lambda =  0.5511293 
## Iteration 8 lambda =  0.5511293 
## Iteration 1 lambda =  0.5007672 
## Iteration 2 lambda =  0.450844 
## Iteration 3 lambda =  0.4458516 
## Iteration 4 lambda =  0.4453524 
## Iteration 5 lambda =  0.4453025 
## Iteration 6 lambda =  0.4452975 
## Iteration 7 lambda =  0.445297 
## Iteration 8 lambda =  0.4452969 
## Iteration 1 lambda =  0.667345 
## Iteration 2 lambda =  0.6340795 
## Iteration 3 lambda =  0.630753 
## Iteration 4 lambda =  0.6304203 
## Iteration 5 lambda =  0.6303871 
## Iteration 6 lambda =  0.6303837 
## Iteration 7 lambda =  0.6303834 
## Iteration 8 lambda =  0.6303834 
## Iteration 1 lambda =  0.4820711 
## Iteration 2 lambda =  0.4302782 
## Iteration 3 lambda =  0.425099 
## Iteration 4 lambda =  0.424581 
## Iteration 5 lambda =  0.4245292 
## Iteration 6 lambda =  0.4245241 
## Iteration 7 lambda =  0.4245235 
## Iteration 8 lambda =  0.4245235 
## Iteration 1 lambda =  0.6461997 
## Iteration 2 lambda =  0.6108196 
## Iteration 3 lambda =  0.6072816 
## Iteration 4 lambda =  0.6069278 
## Iteration 5 lambda =  0.6068925 
## Iteration 6 lambda =  0.6068889 
## Iteration 7 lambda =  0.6068886 
## Iteration 8 lambda =  0.6068885 
## Iteration 1 lambda =  0.4975014 
## Iteration 2 lambda =  0.4472516 
## Iteration 3 lambda =  0.4422266 
## Iteration 4 lambda =  0.4417241 
## Iteration 5 lambda =  0.4416738 
## Iteration 6 lambda =  0.4416688 
## Iteration 7 lambda =  0.4416683 
## Iteration 8 lambda =  0.4416683 
## Iteration 1 lambda =  0.5906734 
## Iteration 2 lambda =  0.5497408 
## Iteration 3 lambda =  0.5456475 
## Iteration 4 lambda =  0.5452382 
## Iteration 5 lambda =  0.5451972 
## Iteration 6 lambda =  0.5451931 
## Iteration 7 lambda =  0.5451927 
## Iteration 8 lambda =  0.5451927 
## Iteration 1 lambda =  0.5653466 
## Iteration 2 lambda =  0.5218813 
## Iteration 3 lambda =  0.5175347 
## Iteration 4 lambda =  0.5171001 
## Iteration 5 lambda =  0.5170566 
## Iteration 6 lambda =  0.5170523 
## Iteration 7 lambda =  0.5170518 
## Iteration 8 lambda =  0.5170518 
## Iteration 1 lambda =  0.5665435 
## Iteration 2 lambda =  0.5231978 
## Iteration 3 lambda =  0.5188633 
## Iteration 4 lambda =  0.5184298 
## Iteration 5 lambda =  0.5183865 
## Iteration 6 lambda =  0.5183821 
## Iteration 7 lambda =  0.5183817 
## Iteration 8 lambda =  0.5183816 
## Iteration 1 lambda =  0.5142802 
## Iteration 2 lambda =  0.4657082 
## Iteration 3 lambda =  0.460851 
## Iteration 4 lambda =  0.4603653 
## Iteration 5 lambda =  0.4603167 
## Iteration 6 lambda =  0.4603118 
## Iteration 7 lambda =  0.4603113 
## Iteration 8 lambda =  0.4603113 
## Iteration 1 lambda =  0.4987435 
## Iteration 2 lambda =  0.4486178 
## Iteration 3 lambda =  0.4436053 
## Iteration 4 lambda =  0.443104 
## Iteration 5 lambda =  0.4430539 
## Iteration 6 lambda =  0.4430489 
## Iteration 7 lambda =  0.4430484 
## Iteration 8 lambda =  0.4430483 
## Iteration 1 lambda =  0.536516 
## Iteration 2 lambda =  0.4901676 
## Iteration 3 lambda =  0.4855328 
## Iteration 4 lambda =  0.4850693 
## Iteration 5 lambda =  0.485023 
## Iteration 6 lambda =  0.4850183 
## Iteration 7 lambda =  0.4850179 
## Iteration 8 lambda =  0.4850178 
## Iteration 1 lambda =  0.3680935 
## Iteration 2 lambda =  0.3049029 
## Iteration 3 lambda =  0.2985838 
## Iteration 4 lambda =  0.2979519 
## Iteration 5 lambda =  0.2978887 
## Iteration 6 lambda =  0.2978824 
## Iteration 7 lambda =  0.2978817 
## Iteration 8 lambda =  0.2978817 
## Iteration 1 lambda =  0.5026778 
## Iteration 2 lambda =  0.4529455 
## Iteration 3 lambda =  0.4479723 
## Iteration 4 lambda =  0.447475 
## Iteration 5 lambda =  0.4474253 
## Iteration 6 lambda =  0.4474203 
## Iteration 7 lambda =  0.4474198 
## Iteration 8 lambda =  0.4474197 
## Iteration 1 lambda =  0.6573203 
## Iteration 2 lambda =  0.6230524 
## Iteration 3 lambda =  0.6196256 
## Iteration 4 lambda =  0.6192829 
## Iteration 5 lambda =  0.6192486 
## Iteration 6 lambda =  0.6192452 
## Iteration 7 lambda =  0.6192448 
## Iteration 8 lambda =  0.6192448 
## Iteration 1 lambda =  0.4831951 
## Iteration 2 lambda =  0.4315146 
## Iteration 3 lambda =  0.4263466 
## Iteration 4 lambda =  0.4258298 
## Iteration 5 lambda =  0.4257781 
## Iteration 6 lambda =  0.4257729 
## Iteration 7 lambda =  0.4257724 
## Iteration 8 lambda =  0.4257724 
## Iteration 1 lambda =  0.6798946 
## Iteration 2 lambda =  0.647884 
## Iteration 3 lambda =  0.644683 
## Iteration 4 lambda =  0.6443629 
## Iteration 5 lambda =  0.6443309 
## Iteration 6 lambda =  0.6443277 
## Iteration 7 lambda =  0.6443274 
## Iteration 8 lambda =  0.6443273 
## Iteration 1 lambda =  0.4100722 
## Iteration 2 lambda =  0.3510795 
## Iteration 3 lambda =  0.3451802 
## Iteration 4 lambda =  0.3445903 
## Iteration 5 lambda =  0.3445313 
## Iteration 6 lambda =  0.3445254 
## Iteration 7 lambda =  0.3445248 
## Iteration 8 lambda =  0.3445247 
## Iteration 1 lambda =  0.6015831 
## Iteration 2 lambda =  0.5617414 
## Iteration 3 lambda =  0.5577572 
## Iteration 4 lambda =  0.5573588 
## Iteration 5 lambda =  0.5573189 
## Iteration 6 lambda =  0.557315 
## Iteration 7 lambda =  0.5573146 
## Iteration 8 lambda =  0.5573145 
## Iteration 1 lambda =  0.4251346 
## Iteration 2 lambda =  0.3676481 
## Iteration 3 lambda =  0.3618995 
## Iteration 4 lambda =  0.3613246 
## Iteration 5 lambda =  0.3612671 
## Iteration 6 lambda =  0.3612614 
## Iteration 7 lambda =  0.3612608 
## Iteration 8 lambda =  0.3612607 
## Iteration 1 lambda =  0.4038567 
## Iteration 2 lambda =  0.3442424 
## Iteration 3 lambda =  0.338281 
## Iteration 4 lambda =  0.3376848 
## Iteration 5 lambda =  0.3376252 
## Iteration 6 lambda =  0.3376192 
## Iteration 7 lambda =  0.3376186 
## Iteration 8 lambda =  0.3376186 
## Iteration 1 lambda =  0.5415126 
## Iteration 2 lambda =  0.4956638 
## Iteration 3 lambda =  0.491079 
## Iteration 4 lambda =  0.4906205 
## Iteration 5 lambda =  0.4905746 
## Iteration 6 lambda =  0.49057 
## Iteration 7 lambda =  0.4905696 
## Iteration 8 lambda =  0.4905695 
## Iteration 1 lambda =  0.5614735 
## Iteration 2 lambda =  0.5176209 
## Iteration 3 lambda =  0.5132356 
## Iteration 4 lambda =  0.5127971 
## Iteration 5 lambda =  0.5127532 
## Iteration 6 lambda =  0.5127488 
## Iteration 7 lambda =  0.5127484 
## Iteration 8 lambda =  0.5127483 
## Iteration 1 lambda =  0.7155661 
## Iteration 2 lambda =  0.6871227 
## Iteration 3 lambda =  0.6842784 
## Iteration 4 lambda =  0.6839939 
## Iteration 5 lambda =  0.6839655 
## Iteration 6 lambda =  0.6839627 
## Iteration 7 lambda =  0.6839624 
## Iteration 8 lambda =  0.6839623 
## Iteration 1 lambda =  0.6605687 
## Iteration 2 lambda =  0.6266255 
## Iteration 3 lambda =  0.6232312 
## Iteration 4 lambda =  0.6228918 
## Iteration 5 lambda =  0.6228579 
## Iteration 6 lambda =  0.6228545 
## Iteration 7 lambda =  0.6228541 
## Iteration 8 lambda =  0.6228541 
## Iteration 1 lambda =  0.5185436 
## Iteration 2 lambda =  0.4703979 
## Iteration 3 lambda =  0.4655834 
## Iteration 4 lambda =  0.4651019 
## Iteration 5 lambda =  0.4650538 
## Iteration 6 lambda =  0.4650489 
## Iteration 7 lambda =  0.4650485 
## Iteration 8 lambda =  0.4650484 
## Iteration 1 lambda =  0.6075726 
## Iteration 2 lambda =  0.5683299 
## Iteration 3 lambda =  0.5644056 
## Iteration 4 lambda =  0.5640132 
## Iteration 5 lambda =  0.5639739 
## Iteration 6 lambda =  0.56397 
## Iteration 7 lambda =  0.5639696 
## Iteration 8 lambda =  0.5639696 
## Iteration 1 lambda =  0.5367345 
## Iteration 2 lambda =  0.4904079 
## Iteration 3 lambda =  0.4857753 
## Iteration 4 lambda =  0.485312 
## Iteration 5 lambda =  0.4852657 
## Iteration 6 lambda =  0.485261 
## Iteration 7 lambda =  0.4852606 
## Iteration 8 lambda =  0.4852605 
## Iteration 1 lambda =  0.6605297 
## Iteration 2 lambda =  0.6265827 
## Iteration 3 lambda =  0.623188 
## Iteration 4 lambda =  0.6228485 
## Iteration 5 lambda =  0.6228146 
## Iteration 6 lambda =  0.6228112 
## Iteration 7 lambda =  0.6228108 
## Iteration 8 lambda =  0.6228108 
## Iteration 1 lambda =  0.6213559 
## Iteration 2 lambda =  0.5834915 
## Iteration 3 lambda =  0.5797051 
## Iteration 4 lambda =  0.5793264 
## Iteration 5 lambda =  0.5792886 
## Iteration 6 lambda =  0.5792848 
## Iteration 7 lambda =  0.5792844 
## Iteration 8 lambda =  0.5792844 
## Iteration 1 lambda =  0.5029653 
## Iteration 2 lambda =  0.4532618 
## Iteration 3 lambda =  0.4482914 
## Iteration 4 lambda =  0.4477944 
## Iteration 5 lambda =  0.4477447 
## Iteration 6 lambda =  0.4477397 
## Iteration 7 lambda =  0.4477392 
## Iteration 8 lambda =  0.4477392 
## Iteration 1 lambda =  0.6758993 
## Iteration 2 lambda =  0.6434892 
## Iteration 3 lambda =  0.6402482 
## Iteration 4 lambda =  0.6399241 
## Iteration 5 lambda =  0.6398917 
## Iteration 6 lambda =  0.6398885 
## Iteration 7 lambda =  0.6398881 
## Iteration 8 lambda =  0.6398881 
## Iteration 1 lambda =  0.4604903 
## Iteration 2 lambda =  0.4065393 
## Iteration 3 lambda =  0.4011442 
## Iteration 4 lambda =  0.4006047 
## Iteration 5 lambda =  0.4005508 
## Iteration 6 lambda =  0.4005454 
## Iteration 7 lambda =  0.4005448 
## Iteration 8 lambda =  0.4005448 
## Iteration 1 lambda =  0.5561031 
## Iteration 2 lambda =  0.5117134 
## Iteration 3 lambda =  0.5072744 
## Iteration 4 lambda =  0.5068305 
## Iteration 5 lambda =  0.5067861 
## Iteration 6 lambda =  0.5067817 
## Iteration 7 lambda =  0.5067813 
## Iteration 8 lambda =  0.5067812 
## Iteration 1 lambda =  0.5449659 
## Iteration 2 lambda =  0.4994625 
## Iteration 3 lambda =  0.4949122 
## Iteration 4 lambda =  0.4944571 
## Iteration 5 lambda =  0.4944116 
## Iteration 6 lambda =  0.4944071 
## Iteration 7 lambda =  0.4944066 
## Iteration 8 lambda =  0.4944066 
## Iteration 1 lambda =  0.5174022 
## Iteration 2 lambda =  0.4691424 
## Iteration 3 lambda =  0.4643164 
## Iteration 4 lambda =  0.4638338 
## Iteration 5 lambda =  0.4637855 
## Iteration 6 lambda =  0.4637807 
## Iteration 7 lambda =  0.4637802 
## Iteration 8 lambda =  0.4637802 
## Iteration 1 lambda =  0.6480885 
## Iteration 2 lambda =  0.6128974 
## Iteration 3 lambda =  0.6093783 
## Iteration 4 lambda =  0.6090264 
## Iteration 5 lambda =  0.6089912 
## Iteration 6 lambda =  0.6089877 
## Iteration 7 lambda =  0.6089873 
## Iteration 8 lambda =  0.6089873 
## Iteration 1 lambda =  0.5675376 
## Iteration 2 lambda =  0.5242913 
## Iteration 3 lambda =  0.5199667 
## Iteration 4 lambda =  0.5195342 
## Iteration 5 lambda =  0.519491 
## Iteration 6 lambda =  0.5194867 
## Iteration 7 lambda =  0.5194862 
## Iteration 8 lambda =  0.5194862 
## Iteration 1 lambda =  0.6783835 
## Iteration 2 lambda =  0.6462218 
## Iteration 3 lambda =  0.6430056 
## Iteration 4 lambda =  0.642684 
## Iteration 5 lambda =  0.6426519 
## Iteration 6 lambda =  0.6426487 
## Iteration 7 lambda =  0.6426483 
## Iteration 8 lambda =  0.6426483 
## Iteration 1 lambda =  0.411219 
## Iteration 2 lambda =  0.3523409 
## Iteration 3 lambda =  0.3464531 
## Iteration 4 lambda =  0.3458643 
## Iteration 5 lambda =  0.3458055 
## Iteration 6 lambda =  0.3457996 
## Iteration 7 lambda =  0.345799 
## Iteration 8 lambda =  0.3457989 
## Iteration 1 lambda =  0.5527869 
## Iteration 2 lambda =  0.5080656 
## Iteration 3 lambda =  0.5035935 
## Iteration 4 lambda =  0.5031462 
## Iteration 5 lambda =  0.5031015 
## Iteration 6 lambda =  0.5030971 
## Iteration 7 lambda =  0.5030966 
## Iteration 8 lambda =  0.5030966 
## Iteration 1 lambda =  0.456562 
## Iteration 2 lambda =  0.4022182 
## Iteration 3 lambda =  0.3967838 
## Iteration 4 lambda =  0.3962404 
## Iteration 5 lambda =  0.396186 
## Iteration 6 lambda =  0.3961806 
## Iteration 7 lambda =  0.3961801 
## Iteration 8 lambda =  0.39618 
## Iteration 1 lambda =  0.5258607 
## Iteration 2 lambda =  0.4784467 
## Iteration 3 lambda =  0.4737053 
## Iteration 4 lambda =  0.4732312 
## Iteration 5 lambda =  0.4731838 
## Iteration 6 lambda =  0.4731791 
## Iteration 7 lambda =  0.4731786 
## Iteration 8 lambda =  0.4731785 
## Iteration 1 lambda =  0.4179843 
## Iteration 2 lambda =  0.3597827 
## Iteration 3 lambda =  0.3539626 
## Iteration 4 lambda =  0.3533805 
## Iteration 5 lambda =  0.3533223 
## Iteration 6 lambda =  0.3533165 
## Iteration 7 lambda =  0.3533159 
## Iteration 8 lambda =  0.3533159 
## Iteration 1 lambda =  0.5965183 
## Iteration 2 lambda =  0.5561701 
## Iteration 3 lambda =  0.5521353 
## Iteration 4 lambda =  0.5517318 
## Iteration 5 lambda =  0.5516915 
## Iteration 6 lambda =  0.5516875 
## Iteration 7 lambda =  0.5516871 
## Iteration 8 lambda =  0.551687 
## Iteration 1 lambda =  0.5203169 
## Iteration 2 lambda =  0.4723486 
## Iteration 3 lambda =  0.4675518 
## Iteration 4 lambda =  0.4670721 
## Iteration 5 lambda =  0.4670241 
## Iteration 6 lambda =  0.4670193 
## Iteration 7 lambda =  0.4670188 
## Iteration 8 lambda =  0.4670188 
## Iteration 1 lambda =  0.6027083 
## Iteration 2 lambda =  0.5629791 
## Iteration 3 lambda =  0.5590062 
## Iteration 4 lambda =  0.5586089 
## Iteration 5 lambda =  0.5585692 
## Iteration 6 lambda =  0.5585652 
## Iteration 7 lambda =  0.5585648 
## Iteration 8 lambda =  0.5585648 
## Iteration 1 lambda =  0.4834693 
## Iteration 2 lambda =  0.4318162 
## Iteration 3 lambda =  0.4266509 
## Iteration 4 lambda =  0.4261344 
## Iteration 5 lambda =  0.4260827 
## Iteration 6 lambda =  0.4260776 
## Iteration 7 lambda =  0.426077 
## Iteration 8 lambda =  0.426077 
## Iteration 1 lambda =  0.7183463 
## Iteration 2 lambda =  0.690181 
## Iteration 3 lambda =  0.6873644 
## Iteration 4 lambda =  0.6870828 
## Iteration 5 lambda =  0.6870546 
## Iteration 6 lambda =  0.6870518 
## Iteration 7 lambda =  0.6870515 
## Iteration 8 lambda =  0.6870515 
## Iteration 1 lambda =  0.6121719 
## Iteration 2 lambda =  0.5733891 
## Iteration 3 lambda =  0.5695108 
## Iteration 4 lambda =  0.569123 
## Iteration 5 lambda =  0.5690842 
## Iteration 6 lambda =  0.5690803 
## Iteration 7 lambda =  0.5690799 
## Iteration 8 lambda =  0.5690799 
## Iteration 1 lambda =  0.4797106 
## Iteration 2 lambda =  0.4276817 
## Iteration 3 lambda =  0.4224788 
## Iteration 4 lambda =  0.4219585 
## Iteration 5 lambda =  0.4219064 
## Iteration 6 lambda =  0.4219012 
## Iteration 7 lambda =  0.4219007 
## Iteration 8 lambda =  0.4219007 
## Iteration 1 lambda =  0.5196102 
## Iteration 2 lambda =  0.4715712 
## Iteration 3 lambda =  0.4667673 
## Iteration 4 lambda =  0.4662869 
## Iteration 5 lambda =  0.4662389 
## Iteration 6 lambda =  0.4662341 
## Iteration 7 lambda =  0.4662336 
## Iteration 8 lambda =  0.4662335 
## Iteration 1 lambda =  0.4802433 
## Iteration 2 lambda =  0.4282676 
## Iteration 3 lambda =  0.42307 
## Iteration 4 lambda =  0.4225503 
## Iteration 5 lambda =  0.4224983 
## Iteration 6 lambda =  0.4224931 
## Iteration 7 lambda =  0.4224926 
## Iteration 8 lambda =  0.4224925 
## Iteration 1 lambda =  0.6283846 
## Iteration 2 lambda =  0.5912231 
## Iteration 3 lambda =  0.5875069 
## Iteration 4 lambda =  0.5871353 
## Iteration 5 lambda =  0.5870982 
## Iteration 6 lambda =  0.5870945 
## Iteration 7 lambda =  0.5870941 
## Iteration 8 lambda =  0.587094 
## Iteration 1 lambda =  0.5738843 
## Iteration 2 lambda =  0.5312728 
## Iteration 3 lambda =  0.5270116 
## Iteration 4 lambda =  0.5265855 
## Iteration 5 lambda =  0.5265429 
## Iteration 6 lambda =  0.5265386 
## Iteration 7 lambda =  0.5265382 
## Iteration 8 lambda =  0.5265382 
## Iteration 1 lambda =  0.6235018 
## Iteration 2 lambda =  0.585852 
## Iteration 3 lambda =  0.582087 
## Iteration 4 lambda =  0.5817105 
## Iteration 5 lambda =  0.5816729 
## Iteration 6 lambda =  0.5816691 
## Iteration 7 lambda =  0.5816687 
## Iteration 8 lambda =  0.5816687 
## Iteration 1 lambda =  0.5517709 
## Iteration 2 lambda =  0.506948 
## Iteration 3 lambda =  0.5024657 
## Iteration 4 lambda =  0.5020174 
## Iteration 5 lambda =  0.5019726 
## Iteration 6 lambda =  0.5019681 
## Iteration 7 lambda =  0.5019677 
## Iteration 8 lambda =  0.5019676 
## Iteration 1 lambda =  0.6361475 
## Iteration 2 lambda =  0.5997622 
## Iteration 3 lambda =  0.5961237 
## Iteration 4 lambda =  0.5957598 
## Iteration 5 lambda =  0.5957235 
## Iteration 6 lambda =  0.5957198 
## Iteration 7 lambda =  0.5957195 
## Iteration 8 lambda =  0.5957194 
## Iteration 1 lambda =  0.4976882 
## Iteration 2 lambda =  0.447457 
## Iteration 3 lambda =  0.4424339 
## Iteration 4 lambda =  0.4419315 
## Iteration 5 lambda =  0.4418813 
## Iteration 6 lambda =  0.4418763 
## Iteration 7 lambda =  0.4418758 
## Iteration 8 lambda =  0.4418757 
## Iteration 1 lambda =  0.4616716 
## Iteration 2 lambda =  0.4078388 
## Iteration 3 lambda =  0.4024555 
## Iteration 4 lambda =  0.4019171 
## Iteration 5 lambda =  0.4018633 
## Iteration 6 lambda =  0.4018579 
## Iteration 7 lambda =  0.4018574 
## Iteration 8 lambda =  0.4018573 
## Iteration 1 lambda =  0.6644886 
## Iteration 2 lambda =  0.6309375 
## Iteration 3 lambda =  0.6275823 
## Iteration 4 lambda =  0.6272468 
## Iteration 5 lambda =  0.6272133 
## Iteration 6 lambda =  0.6272099 
## Iteration 7 lambda =  0.6272096 
## Iteration 8 lambda =  0.6272096 
## Iteration 1 lambda =  0.4673881 
## Iteration 2 lambda =  0.4141269 
## Iteration 3 lambda =  0.4088007 
## Iteration 4 lambda =  0.4082681 
## Iteration 5 lambda =  0.4082149 
## Iteration 6 lambda =  0.4082095 
## Iteration 7 lambda =  0.408209 
## Iteration 8 lambda =  0.408209 
## Iteration 1 lambda =  0.5771348 
## Iteration 2 lambda =  0.5348483 
## Iteration 3 lambda =  0.5306197 
## Iteration 4 lambda =  0.5301968 
## Iteration 5 lambda =  0.5301545 
## Iteration 6 lambda =  0.5301503 
## Iteration 7 lambda =  0.5301499 
## Iteration 8 lambda =  0.5301498 
## Iteration 1 lambda =  0.6401571 
## Iteration 2 lambda =  0.6041728 
## Iteration 3 lambda =  0.6005743 
## Iteration 4 lambda =  0.6002145 
## Iteration 5 lambda =  0.6001785 
## Iteration 6 lambda =  0.6001749 
## Iteration 7 lambda =  0.6001746 
## Iteration 8 lambda =  0.6001745 
## Iteration 1 lambda =  0.5487026 
## Iteration 2 lambda =  0.5035729 
## Iteration 3 lambda =  0.4990599 
## Iteration 4 lambda =  0.4986086 
## Iteration 5 lambda =  0.4985635 
## Iteration 6 lambda =  0.498559 
## Iteration 7 lambda =  0.4985585 
## Iteration 8 lambda =  0.4985585 
## Iteration 1 lambda =  0.4823744 
## Iteration 2 lambda =  0.4306118 
## Iteration 3 lambda =  0.4254356 
## Iteration 4 lambda =  0.4249179 
## Iteration 5 lambda =  0.4248662 
## Iteration 6 lambda =  0.424861 
## Iteration 7 lambda =  0.4248605 
## Iteration 8 lambda =  0.4248604 
## Iteration 1 lambda =  0.5902589 
## Iteration 2 lambda =  0.5492848 
## Iteration 3 lambda =  0.5451873 
## Iteration 4 lambda =  0.5447776 
## Iteration 5 lambda =  0.5447366 
## Iteration 6 lambda =  0.5447325 
## Iteration 7 lambda =  0.5447321 
## Iteration 8 lambda =  0.5447321 
## Iteration 1 lambda =  0.6368823 
## Iteration 2 lambda =  0.6005705 
## Iteration 3 lambda =  0.5969394 
## Iteration 4 lambda =  0.5965763 
## Iteration 5 lambda =  0.5965399 
## Iteration 6 lambda =  0.5965363 
## Iteration 7 lambda =  0.5965359 
## Iteration 8 lambda =  0.5965359 
## Iteration 1 lambda =  0.5161527 
## Iteration 2 lambda =  0.4677679 
## Iteration 3 lambda =  0.4629295 
## Iteration 4 lambda =  0.4624456 
## Iteration 5 lambda =  0.4623972 
## Iteration 6 lambda =  0.4623924 
## Iteration 7 lambda =  0.4623919 
## Iteration 8 lambda =  0.4623918 
## Iteration 1 lambda =  0.5086115 
## Iteration 2 lambda =  0.4594726 
## Iteration 3 lambda =  0.4545587 
## Iteration 4 lambda =  0.4540673 
## Iteration 5 lambda =  0.4540182 
## Iteration 6 lambda =  0.4540133 
## Iteration 7 lambda =  0.4540128 
## Iteration 8 lambda =  0.4540127 
## Iteration 1 lambda =  0.5190253 
## Iteration 2 lambda =  0.4709278 
## Iteration 3 lambda =  0.4661181 
## Iteration 4 lambda =  0.4656371 
## Iteration 5 lambda =  0.465589 
## Iteration 6 lambda =  0.4655842 
## Iteration 7 lambda =  0.4655837 
## Iteration 8 lambda =  0.4655837 
## Iteration 1 lambda =  0.4854773 
## Iteration 2 lambda =  0.434025 
## Iteration 3 lambda =  0.4288798 
## Iteration 4 lambda =  0.4283653 
## Iteration 5 lambda =  0.4283138 
## Iteration 6 lambda =  0.4283087 
## Iteration 7 lambda =  0.4283081 
## Iteration 8 lambda =  0.4283081 
## Iteration 1 lambda =  0.5657939 
## Iteration 2 lambda =  0.5223733 
## Iteration 3 lambda =  0.5180313 
## Iteration 4 lambda =  0.5175971 
## Iteration 5 lambda =  0.5175536 
## Iteration 6 lambda =  0.5175493 
## Iteration 7 lambda =  0.5175489 
## Iteration 8 lambda =  0.5175488 
## Iteration 1 lambda =  0.4504044 
## Iteration 2 lambda =  0.3954448 
## Iteration 3 lambda =  0.3899489 
## Iteration 4 lambda =  0.3893993 
## Iteration 5 lambda =  0.3893443 
## Iteration 6 lambda =  0.3893388 
## Iteration 7 lambda =  0.3893383 
## Iteration 8 lambda =  0.3893382 
## Iteration 1 lambda =  0.6100411 
## Iteration 2 lambda =  0.5710452 
## Iteration 3 lambda =  0.5671456 
## Iteration 4 lambda =  0.5667556 
## Iteration 5 lambda =  0.5667166 
## Iteration 6 lambda =  0.5667127 
## Iteration 7 lambda =  0.5667123 
## Iteration 8 lambda =  0.5667123 
## Iteration 1 lambda =  0.5717859 
## Iteration 2 lambda =  0.5289644 
## Iteration 3 lambda =  0.5246823 
## Iteration 4 lambda =  0.5242541 
## Iteration 5 lambda =  0.5242113 
## Iteration 6 lambda =  0.524207 
## Iteration 7 lambda =  0.5242066 
## Iteration 8 lambda =  0.5242065 
## Iteration 1 lambda =  0.6198483 
## Iteration 2 lambda =  0.5818331 
## Iteration 3 lambda =  0.5780316 
## Iteration 4 lambda =  0.5776514 
## Iteration 5 lambda =  0.5776134 
## Iteration 6 lambda =  0.5776096 
## Iteration 7 lambda =  0.5776092 
## Iteration 8 lambda =  0.5776092 
## Iteration 1 lambda =  0.4517902 
## Iteration 2 lambda =  0.3969692 
## Iteration 3 lambda =  0.3914871 
## Iteration 4 lambda =  0.3909389 
## Iteration 5 lambda =  0.390884 
## Iteration 6 lambda =  0.3908786 
## Iteration 7 lambda =  0.390878 
## Iteration 8 lambda =  0.390878 
## Iteration 1 lambda =  0.6786965 
## Iteration 2 lambda =  0.6465661 
## Iteration 3 lambda =  0.6433531 
## Iteration 4 lambda =  0.6430318 
## Iteration 5 lambda =  0.6429996 
## Iteration 6 lambda =  0.6429964 
## Iteration 7 lambda =  0.6429961 
## Iteration 8 lambda =  0.6429961 
## Iteration 1 lambda =  0.5702606 
## Iteration 2 lambda =  0.5272867 
## Iteration 3 lambda =  0.5229893 
## Iteration 4 lambda =  0.5225596 
## Iteration 5 lambda =  0.5225166 
## Iteration 6 lambda =  0.5225123 
## Iteration 7 lambda =  0.5225119 
## Iteration 8 lambda =  0.5225118 
## Iteration 1 lambda =  0.6786039 
## Iteration 2 lambda =  0.6464642 
## Iteration 3 lambda =  0.6432503 
## Iteration 4 lambda =  0.6429289 
## Iteration 5 lambda =  0.6428967 
## Iteration 6 lambda =  0.6428935 
## Iteration 7 lambda =  0.6428932 
## Iteration 8 lambda =  0.6428932 
## Iteration 1 lambda =  0.5259571 
## Iteration 2 lambda =  0.4785528 
## Iteration 3 lambda =  0.4738124 
## Iteration 4 lambda =  0.4733383 
## Iteration 5 lambda =  0.4732909 
## Iteration 6 lambda =  0.4732862 
## Iteration 7 lambda =  0.4732857 
## Iteration 8 lambda =  0.4732856 
## Iteration 1 lambda =  0.5623329 
## Iteration 2 lambda =  0.5185662 
## Iteration 3 lambda =  0.5141896 
## Iteration 4 lambda =  0.5137519 
## Iteration 5 lambda =  0.5137081 
## Iteration 6 lambda =  0.5137038 
## Iteration 7 lambda =  0.5137033 
## Iteration 8 lambda =  0.5137033 
## Iteration 1 lambda =  0.5700319 
## Iteration 2 lambda =  0.5270351 
## Iteration 3 lambda =  0.5227354 
## Iteration 4 lambda =  0.5223055 
## Iteration 5 lambda =  0.5222625 
## Iteration 6 lambda =  0.5222582 
## Iteration 7 lambda =  0.5222577 
## Iteration 8 lambda =  0.5222577 
## Iteration 1 lambda =  0.4789764 
## Iteration 2 lambda =  0.4268741 
## Iteration 3 lambda =  0.4216638 
## Iteration 4 lambda =  0.4211428 
## Iteration 5 lambda =  0.4210907 
## Iteration 6 lambda =  0.4210855 
## Iteration 7 lambda =  0.421085 
## Iteration 8 lambda =  0.4210849 
## Iteration 1 lambda =  0.7639218 
## Iteration 2 lambda =  0.740314 
## Iteration 3 lambda =  0.7379532 
## Iteration 4 lambda =  0.7377171 
## Iteration 5 lambda =  0.7376935 
## Iteration 6 lambda =  0.7376912 
## Iteration 7 lambda =  0.7376909 
## Iteration 8 lambda =  0.7376909 
## Iteration 1 lambda =  0.6001847 
## Iteration 2 lambda =  0.5602031 
## Iteration 3 lambda =  0.556205 
## Iteration 4 lambda =  0.5558052 
## Iteration 5 lambda =  0.5557652 
## Iteration 6 lambda =  0.5557612 
## Iteration 7 lambda =  0.5557608 
## Iteration 8 lambda =  0.5557607 
## Iteration 1 lambda =  0.3878704 
## Iteration 2 lambda =  0.3266575 
## Iteration 3 lambda =  0.3205362 
## Iteration 4 lambda =  0.3199241 
## Iteration 5 lambda =  0.3198628 
## Iteration 6 lambda =  0.3198567 
## Iteration 7 lambda =  0.3198561 
## Iteration 8 lambda =  0.319856 
## Iteration 1 lambda =  0.4473813 
## Iteration 2 lambda =  0.3921195 
## Iteration 3 lambda =  0.3865933 
## Iteration 4 lambda =  0.3860407 
## Iteration 5 lambda =  0.3859854 
## Iteration 6 lambda =  0.3859799 
## Iteration 7 lambda =  0.3859793 
## Iteration 8 lambda =  0.3859793 
## Iteration 1 lambda =  0.6842302 
## Iteration 2 lambda =  0.6526533 
## Iteration 3 lambda =  0.6494956 
## Iteration 4 lambda =  0.6491798 
## Iteration 5 lambda =  0.6491482 
## Iteration 6 lambda =  0.6491451 
## Iteration 7 lambda =  0.6491447 
## Iteration 8 lambda =  0.6491447 
## Iteration 1 lambda =  0.5496811 
## Iteration 2 lambda =  0.5046492 
## Iteration 3 lambda =  0.500146 
## Iteration 4 lambda =  0.4996957 
## Iteration 5 lambda =  0.4996507 
## Iteration 6 lambda =  0.4996462 
## Iteration 7 lambda =  0.4996457 
## Iteration 8 lambda =  0.4996457 
## Iteration 1 lambda =  0.5260416 
## Iteration 2 lambda =  0.4786457 
## Iteration 3 lambda =  0.4739061 
## Iteration 4 lambda =  0.4734322 
## Iteration 5 lambda =  0.4733848 
## Iteration 6 lambda =  0.47338 
## Iteration 7 lambda =  0.4733796 
## Iteration 8 lambda =  0.4733795 
## Iteration 1 lambda =  0.5920752 
## Iteration 2 lambda =  0.5512827 
## Iteration 3 lambda =  0.5472034 
## Iteration 4 lambda =  0.5467955 
## Iteration 5 lambda =  0.5467547 
## Iteration 6 lambda =  0.5467506 
## Iteration 7 lambda =  0.5467502 
## Iteration 8 lambda =  0.5467502 
## Iteration 1 lambda =  0.6218532 
## Iteration 2 lambda =  0.5840385 
## Iteration 3 lambda =  0.580257 
## Iteration 4 lambda =  0.5798789 
## Iteration 5 lambda =  0.5798411 
## Iteration 6 lambda =  0.5798373 
## Iteration 7 lambda =  0.5798369 
## Iteration 8 lambda =  0.5798369 
## Iteration 1 lambda =  0.580946 
## Iteration 2 lambda =  0.5390407 
## Iteration 3 lambda =  0.5348501 
## Iteration 4 lambda =  0.5344311 
## Iteration 5 lambda =  0.5343892 
## Iteration 6 lambda =  0.534385 
## Iteration 7 lambda =  0.5343845 
## Iteration 8 lambda =  0.5343845 
## Iteration 1 lambda =  0.421586 
## Iteration 2 lambda =  0.3637446 
## Iteration 3 lambda =  0.3579604 
## Iteration 4 lambda =  0.357382 
## Iteration 5 lambda =  0.3573242 
## Iteration 6 lambda =  0.3573184 
## Iteration 7 lambda =  0.3573178 
## Iteration 8 lambda =  0.3573178 
## Iteration 1 lambda =  0.5641423 
## Iteration 2 lambda =  0.5205565 
## Iteration 3 lambda =  0.516198 
## Iteration 4 lambda =  0.5157621 
## Iteration 5 lambda =  0.5157185 
## Iteration 6 lambda =  0.5157142 
## Iteration 7 lambda =  0.5157137 
## Iteration 8 lambda =  0.5157137 
## Iteration 1 lambda =  0.5017092 
## Iteration 2 lambda =  0.4518801 
## Iteration 3 lambda =  0.4468972 
## Iteration 4 lambda =  0.4463989 
## Iteration 5 lambda =  0.4463491 
## Iteration 6 lambda =  0.4463441 
## Iteration 7 lambda =  0.4463436 
## Iteration 8 lambda =  0.4463436 
## Iteration 1 lambda =  0.5777121 
## Iteration 2 lambda =  0.5354833 
## Iteration 3 lambda =  0.5312604 
## Iteration 4 lambda =  0.5308381 
## Iteration 5 lambda =  0.5307959 
## Iteration 6 lambda =  0.5307917 
## Iteration 7 lambda =  0.5307913 
## Iteration 8 lambda =  0.5307912 
## Iteration 1 lambda =  0.4656759 
## Iteration 2 lambda =  0.4122435 
## Iteration 3 lambda =  0.4069002 
## Iteration 4 lambda =  0.4063659 
## Iteration 5 lambda =  0.4063125 
## Iteration 6 lambda =  0.4063071 
## Iteration 7 lambda =  0.4063066 
## Iteration 8 lambda =  0.4063065 
## Iteration 1 lambda =  0.469224 
## Iteration 2 lambda =  0.4161464 
## Iteration 3 lambda =  0.4108386 
## Iteration 4 lambda =  0.4103079 
## Iteration 5 lambda =  0.4102548 
## Iteration 6 lambda =  0.4102495 
## Iteration 7 lambda =  0.410249 
## Iteration 8 lambda =  0.4102489 
## Iteration 1 lambda =  0.4023395 
## Iteration 2 lambda =  0.2828074 
## Iteration 3 lambda =  0.258901 
## Iteration 4 lambda =  0.2541197 
## Iteration 5 lambda =  0.2531634 
## Iteration 6 lambda =  0.2529722 
## Iteration 7 lambda =  0.2529339 
## Iteration 8 lambda =  0.2529263 
## Iteration 9 lambda =  0.2529247 
## Iteration 10 lambda =  0.2529244 
## Iteration 11 lambda =  0.2529244 
## Iteration 1 lambda =  0.3851512 
## Iteration 2 lambda =  0.2621815 
## Iteration 3 lambda =  0.2375875 
## Iteration 4 lambda =  0.2326687 
## Iteration 5 lambda =  0.231685 
## Iteration 6 lambda =  0.2314882 
## Iteration 7 lambda =  0.2314488 
## Iteration 8 lambda =  0.231441 
## Iteration 9 lambda =  0.2314394 
## Iteration 10 lambda =  0.2314391 
## Iteration 11 lambda =  0.231439 
## Iteration 1 lambda =  0.4169696 
## Iteration 2 lambda =  0.3003635 
## Iteration 3 lambda =  0.2770423 
## Iteration 4 lambda =  0.2723781 
## Iteration 5 lambda =  0.2714452 
## Iteration 6 lambda =  0.2712587 
## Iteration 7 lambda =  0.2712214 
## Iteration 8 lambda =  0.2712139 
## Iteration 9 lambda =  0.2712124 
## Iteration 10 lambda =  0.2712121 
## Iteration 11 lambda =  0.271212 
## Iteration 1 lambda =  0.3096872 
## Iteration 2 lambda =  0.1716247 
## Iteration 3 lambda =  0.1440121 
## Iteration 4 lambda =  0.1384896 
## Iteration 5 lambda =  0.1373851 
## Iteration 6 lambda =  0.1371642 
## Iteration 7 lambda =  0.1371201 
## Iteration 8 lambda =  0.1371112 
## Iteration 9 lambda =  0.1371095 
## Iteration 10 lambda =  0.1371091 
## Iteration 11 lambda =  0.137109 
## Iteration 1 lambda =  0.3202986 
## Iteration 2 lambda =  0.1843583 
## Iteration 3 lambda =  0.1571702 
## Iteration 4 lambda =  0.1517326 
## Iteration 5 lambda =  0.1506451 
## Iteration 6 lambda =  0.1504276 
## Iteration 7 lambda =  0.1503841 
## Iteration 8 lambda =  0.1503754 
## Iteration 9 lambda =  0.1503736 
## Iteration 10 lambda =  0.1503733 
## Iteration 11 lambda =  0.1503732 
## Iteration 1 lambda =  0.2935257 
## Iteration 2 lambda =  0.1522308 
## Iteration 3 lambda =  0.1239718 
## Iteration 4 lambda =  0.11832 
## Iteration 5 lambda =  0.1171897 
## Iteration 6 lambda =  0.1169636 
## Iteration 7 lambda =  0.1169184 
## Iteration 8 lambda =  0.1169094 
## Iteration 9 lambda =  0.1169075 
## Iteration 10 lambda =  0.1169072 
## Iteration 11 lambda =  0.1169071 
## Iteration 1 lambda =  0.255466 
## Iteration 2 lambda =  0.1065592 
## Iteration 3 lambda =  0.07677787 
## Iteration 4 lambda =  0.0708216 
## Iteration 5 lambda =  0.06963035 
## Iteration 6 lambda =  0.0693921 
## Iteration 7 lambda =  0.06934445 
## Iteration 8 lambda =  0.06933492 
## Iteration 9 lambda =  0.06933301 
## Iteration 10 lambda =  0.06933263 
## Iteration 11 lambda =  0.06933255 
## Iteration 1 lambda =  0.4355385 
## Iteration 2 lambda =  0.3226462 
## Iteration 3 lambda =  0.3000678 
## Iteration 4 lambda =  0.2955521 
## Iteration 5 lambda =  0.2946489 
## Iteration 6 lambda =  0.2944683 
## Iteration 7 lambda =  0.2944322 
## Iteration 8 lambda =  0.294425 
## Iteration 9 lambda =  0.2944235 
## Iteration 10 lambda =  0.2944232 
## Iteration 11 lambda =  0.2944232 
## Iteration 1 lambda =  0.4839563 
## Iteration 2 lambda =  0.3807475 
## Iteration 3 lambda =  0.3601058 
## Iteration 4 lambda =  0.3559774 
## Iteration 5 lambda =  0.3551518 
## Iteration 6 lambda =  0.3549866 
## Iteration 7 lambda =  0.3549536 
## Iteration 8 lambda =  0.354947 
## Iteration 9 lambda =  0.3549457 
## Iteration 10 lambda =  0.3549454 
## Iteration 11 lambda =  0.3549454 
## Iteration 1 lambda =  0.4391614 
## Iteration 2 lambda =  0.3269937 
## Iteration 3 lambda =  0.3045602 
## Iteration 4 lambda =  0.3000735 
## Iteration 5 lambda =  0.2991761 
## Iteration 6 lambda =  0.2989967 
## Iteration 7 lambda =  0.2989608 
## Iteration 8 lambda =  0.2989536 
## Iteration 9 lambda =  0.2989522 
## Iteration 10 lambda =  0.2989519 
## Iteration 11 lambda =  0.2989518 
## Iteration 1 lambda =  0.3105565 
## Iteration 2 lambda =  0.1726678 
## Iteration 3 lambda =  0.14509 
## Iteration 4 lambda =  0.1395745 
## Iteration 5 lambda =  0.1384714 
## Iteration 6 lambda =  0.1382508 
## Iteration 7 lambda =  0.1382066 
## Iteration 8 lambda =  0.1381978 
## Iteration 9 lambda =  0.138196 
## Iteration 10 lambda =  0.1381957 
## Iteration 11 lambda =  0.1381956 
## Iteration 1 lambda =  0.365628 
## Iteration 2 lambda =  0.2387537 
## Iteration 3 lambda =  0.2133788 
## Iteration 4 lambda =  0.2083038 
## Iteration 5 lambda =  0.2072888 
## Iteration 6 lambda =  0.2070858 
## Iteration 7 lambda =  0.2070452 
## Iteration 8 lambda =  0.2070371 
## Iteration 9 lambda =  0.2070355 
## Iteration 10 lambda =  0.2070351 
## Iteration 11 lambda =  0.2070351 
## Iteration 1 lambda =  0.3789213 
## Iteration 2 lambda =  0.2547055 
## Iteration 3 lambda =  0.2298624 
## Iteration 4 lambda =  0.2248938 
## Iteration 5 lambda =  0.2239 
## Iteration 6 lambda =  0.2237013 
## Iteration 7 lambda =  0.2236615 
## Iteration 8 lambda =  0.2236536 
## Iteration 9 lambda =  0.223652 
## Iteration 10 lambda =  0.2236517 
## Iteration 11 lambda =  0.2236516 
## Iteration 1 lambda =  0.4162711 
## Iteration 2 lambda =  0.2995253 
## Iteration 3 lambda =  0.2761761 
## Iteration 4 lambda =  0.2715063 
## Iteration 5 lambda =  0.2705723 
## Iteration 6 lambda =  0.2703855 
## Iteration 7 lambda =  0.2703482 
## Iteration 8 lambda =  0.2703407 
## Iteration 9 lambda =  0.2703392 
## Iteration 10 lambda =  0.2703389 
## Iteration 11 lambda =  0.2703389 
## Iteration 1 lambda =  0.4024382 
## Iteration 2 lambda =  0.2829258 
## Iteration 3 lambda =  0.2590233 
## Iteration 4 lambda =  0.2542428 
## Iteration 5 lambda =  0.2532867 
## Iteration 6 lambda =  0.2530955 
## Iteration 7 lambda =  0.2530573 
## Iteration 8 lambda =  0.2530496 
## Iteration 9 lambda =  0.2530481 
## Iteration 10 lambda =  0.2530478 
## Iteration 11 lambda =  0.2530477 
## Iteration 1 lambda =  0.3194364 
## Iteration 2 lambda =  0.1833236 
## Iteration 3 lambda =  0.1561011 
## Iteration 4 lambda =  0.1506566 
## Iteration 5 lambda =  0.1495677 
## Iteration 6 lambda =  0.1493499 
## Iteration 7 lambda =  0.1493063 
## Iteration 8 lambda =  0.1492976 
## Iteration 9 lambda =  0.1492959 
## Iteration 10 lambda =  0.1492955 
## Iteration 11 lambda =  0.1492955 
## Iteration 1 lambda =  0.3517184 
## Iteration 2 lambda =  0.222062 
## Iteration 3 lambda =  0.1961308 
## Iteration 4 lambda =  0.1909445 
## Iteration 5 lambda =  0.1899073 
## Iteration 6 lambda =  0.1896998 
## Iteration 7 lambda =  0.1896583 
## Iteration 8 lambda =  0.18965 
## Iteration 9 lambda =  0.1896484 
## Iteration 10 lambda =  0.189648 
## Iteration 11 lambda =  0.189648 
## Iteration 1 lambda =  0.3401629 
## Iteration 2 lambda =  0.2081954 
## Iteration 3 lambda =  0.181802 
## Iteration 4 lambda =  0.1765233 
## Iteration 5 lambda =  0.1754675 
## Iteration 6 lambda =  0.1752564 
## Iteration 7 lambda =  0.1752142 
## Iteration 8 lambda =  0.1752057 
## Iteration 9 lambda =  0.175204 
## Iteration 10 lambda =  0.1752037 
## Iteration 11 lambda =  0.1752036 
## Iteration 1 lambda =  0.3628036 
## Iteration 2 lambda =  0.2353643 
## Iteration 3 lambda =  0.2098764 
## Iteration 4 lambda =  0.2047788 
## Iteration 5 lambda =  0.2037593 
## Iteration 6 lambda =  0.2035554 
## Iteration 7 lambda =  0.2035146 
## Iteration 8 lambda =  0.2035065 
## Iteration 9 lambda =  0.2035049 
## Iteration 10 lambda =  0.2035045 
## Iteration 11 lambda =  0.2035045 
## Iteration 1 lambda =  0.5312439 
## Iteration 2 lambda =  0.4374927 
## Iteration 3 lambda =  0.4187424 
## Iteration 4 lambda =  0.4149924 
## Iteration 5 lambda =  0.4142424 
## Iteration 6 lambda =  0.4140924 
## Iteration 7 lambda =  0.4140624 
## Iteration 8 lambda =  0.4140564 
## Iteration 9 lambda =  0.4140552 
## Iteration 10 lambda =  0.4140549 
## Iteration 11 lambda =  0.4140549 
## Iteration 1 lambda =  0.2993553 
## Iteration 2 lambda =  0.1592263 
## Iteration 3 lambda =  0.1312005 
## Iteration 4 lambda =  0.1255954 
## Iteration 5 lambda =  0.1244743 
## Iteration 6 lambda =  0.1242501 
## Iteration 7 lambda =  0.1242053 
## Iteration 8 lambda =  0.1241963 
## Iteration 9 lambda =  0.1241945 
## Iteration 10 lambda =  0.1241942 
## Iteration 11 lambda =  0.1241941 
## Iteration 1 lambda =  0.3752845 
## Iteration 2 lambda =  0.2503414 
## Iteration 3 lambda =  0.2253528 
## Iteration 4 lambda =  0.2203551 
## Iteration 5 lambda =  0.2193555 
## Iteration 6 lambda =  0.2191556 
## Iteration 7 lambda =  0.2191156 
## Iteration 8 lambda =  0.2191076 
## Iteration 9 lambda =  0.219106 
## Iteration 10 lambda =  0.2191057 
## Iteration 11 lambda =  0.2191056 
## Iteration 1 lambda =  0.3847045 
## Iteration 2 lambda =  0.2616454 
## Iteration 3 lambda =  0.2370335 
## Iteration 4 lambda =  0.2321112 
## Iteration 5 lambda =  0.2311267 
## Iteration 6 lambda =  0.2309298 
## Iteration 7 lambda =  0.2308904 
## Iteration 8 lambda =  0.2308826 
## Iteration 9 lambda =  0.230881 
## Iteration 10 lambda =  0.2308807 
## Iteration 11 lambda =  0.2308806 
## Iteration 1 lambda =  0.3454837 
## Iteration 2 lambda =  0.2145804 
## Iteration 3 lambda =  0.1883998 
## Iteration 4 lambda =  0.1831637 
## Iteration 5 lambda =  0.1821164 
## Iteration 6 lambda =  0.181907 
## Iteration 7 lambda =  0.1818651 
## Iteration 8 lambda =  0.1818567 
## Iteration 9 lambda =  0.181855 
## Iteration 10 lambda =  0.1818547 
## Iteration 11 lambda =  0.1818546 
## Iteration 1 lambda =  0.4039998 
## Iteration 2 lambda =  0.2847998 
## Iteration 3 lambda =  0.2609598 
## Iteration 4 lambda =  0.2561918 
## Iteration 5 lambda =  0.2552382 
## Iteration 6 lambda =  0.2550475 
## Iteration 7 lambda =  0.2550093 
## Iteration 8 lambda =  0.2550017 
## Iteration 9 lambda =  0.2550002 
## Iteration 10 lambda =  0.2549999 
## Iteration 11 lambda =  0.2549998 
## Iteration 1 lambda =  0.2792872 
## Iteration 2 lambda =  0.1351447 
## Iteration 3 lambda =  0.1063162 
## Iteration 4 lambda =  0.1005505 
## Iteration 5 lambda =  0.09939733 
## Iteration 6 lambda =  0.09916671 
## Iteration 7 lambda =  0.09912058 
## Iteration 8 lambda =  0.09911136 
## Iteration 9 lambda =  0.09910951 
## Iteration 10 lambda =  0.09910914 
## Iteration 11 lambda =  0.09910907 
## Iteration 1 lambda =  0.3963009 
## Iteration 2 lambda =  0.275561 
## Iteration 3 lambda =  0.2514131 
## Iteration 4 lambda =  0.2465835 
## Iteration 5 lambda =  0.2456175 
## Iteration 6 lambda =  0.2454244 
## Iteration 7 lambda =  0.2453857 
## Iteration 8 lambda =  0.245378 
## Iteration 9 lambda =  0.2453765 
## Iteration 10 lambda =  0.2453761 
## Iteration 11 lambda =  0.2453761 
## Iteration 1 lambda =  0.3588921 
## Iteration 2 lambda =  0.2306705 
## Iteration 3 lambda =  0.2050262 
## Iteration 4 lambda =  0.1998973 
## Iteration 5 lambda =  0.1988716 
## Iteration 6 lambda =  0.1986664 
## Iteration 7 lambda =  0.1986254 
## Iteration 8 lambda =  0.1986172 
## Iteration 9 lambda =  0.1986155 
## Iteration 10 lambda =  0.1986152 
## Iteration 11 lambda =  0.1986151 
## Iteration 1 lambda =  0.3379153 
## Iteration 2 lambda =  0.2054983 
## Iteration 3 lambda =  0.1790149 
## Iteration 4 lambda =  0.1737183 
## Iteration 5 lambda =  0.1726589 
## Iteration 6 lambda =  0.1724471 
## Iteration 7 lambda =  0.1724047 
## Iteration 8 lambda =  0.1723962 
## Iteration 9 lambda =  0.1723945 
## Iteration 10 lambda =  0.1723942 
## Iteration 11 lambda =  0.1723941 
## Iteration 1 lambda =  0.3942309 
## Iteration 2 lambda =  0.2730771 
## Iteration 3 lambda =  0.2488464 
## Iteration 4 lambda =  0.2440002 
## Iteration 5 lambda =  0.243031 
## Iteration 6 lambda =  0.2428371 
## Iteration 7 lambda =  0.2427984 
## Iteration 8 lambda =  0.2427906 
## Iteration 9 lambda =  0.2427891 
## Iteration 10 lambda =  0.2427888 
## Iteration 11 lambda =  0.2427887 
## Iteration 1 lambda =  0.3122324 
## Iteration 2 lambda =  0.1746789 
## Iteration 3 lambda =  0.1471682 
## Iteration 4 lambda =  0.1416661 
## Iteration 5 lambda =  0.1405657 
## Iteration 6 lambda =  0.1403456 
## Iteration 7 lambda =  0.1403015 
## Iteration 8 lambda =  0.1402927 
## Iteration 9 lambda =  0.140291 
## Iteration 10 lambda =  0.1402906 
## Iteration 11 lambda =  0.1402906 
## Iteration 1 lambda =  0.3469417 
## Iteration 2 lambda =  0.21633 
## Iteration 3 lambda =  0.1902077 
## Iteration 4 lambda =  0.1849832 
## Iteration 5 lambda =  0.1839383 
## Iteration 6 lambda =  0.1837294 
## Iteration 7 lambda =  0.1836876 
## Iteration 8 lambda =  0.1836792 
## Iteration 9 lambda =  0.1836775 
## Iteration 10 lambda =  0.1836772 
## Iteration 11 lambda =  0.1836771 
## Iteration 1 lambda =  0.2841252 
## Iteration 2 lambda =  0.1409502 
## Iteration 3 lambda =  0.1123152 
## Iteration 4 lambda =  0.1065882 
## Iteration 5 lambda =  0.1054428 
## Iteration 6 lambda =  0.1052137 
## Iteration 7 lambda =  0.1051679 
## Iteration 8 lambda =  0.1051588 
## Iteration 9 lambda =  0.1051569 
## Iteration 10 lambda =  0.1051566 
## Iteration 11 lambda =  0.1051565 
## Iteration 1 lambda =  0.3379042 
## Iteration 2 lambda =  0.205485 
## Iteration 3 lambda =  0.1790012 
## Iteration 4 lambda =  0.1737044 
## Iteration 5 lambda =  0.172645 
## Iteration 6 lambda =  0.1724332 
## Iteration 7 lambda =  0.1723908 
## Iteration 8 lambda =  0.1723823 
## Iteration 9 lambda =  0.1723806 
## Iteration 10 lambda =  0.1723803 
## Iteration 11 lambda =  0.1723802 
## Iteration 1 lambda =  0.4557059 
## Iteration 2 lambda =  0.3468471 
## Iteration 3 lambda =  0.3250754 
## Iteration 4 lambda =  0.320721 
## Iteration 5 lambda =  0.3198501 
## Iteration 6 lambda =  0.319676 
## Iteration 7 lambda =  0.3196411 
## Iteration 8 lambda =  0.3196342 
## Iteration 9 lambda =  0.3196328 
## Iteration 10 lambda =  0.3196325 
## Iteration 11 lambda =  0.3196324 
## Iteration 1 lambda =  0.3845151 
## Iteration 2 lambda =  0.2614181 
## Iteration 3 lambda =  0.2367987 
## Iteration 4 lambda =  0.2318748 
## Iteration 5 lambda =  0.2308901 
## Iteration 6 lambda =  0.2306931 
## Iteration 7 lambda =  0.2306537 
## Iteration 8 lambda =  0.2306458 
## Iteration 9 lambda =  0.2306443 
## Iteration 10 lambda =  0.230644 
## Iteration 11 lambda =  0.2306439 
## Iteration 1 lambda =  0.3482021 
## Iteration 2 lambda =  0.2178426 
## Iteration 3 lambda =  0.1917707 
## Iteration 4 lambda =  0.1865563 
## Iteration 5 lambda =  0.1855134 
## Iteration 6 lambda =  0.1853048 
## Iteration 7 lambda =  0.1852631 
## Iteration 8 lambda =  0.1852548 
## Iteration 9 lambda =  0.1852531 
## Iteration 10 lambda =  0.1852528 
## Iteration 11 lambda =  0.1852527 
## Iteration 1 lambda =  0.3288048 
## Iteration 2 lambda =  0.1945658 
## Iteration 3 lambda =  0.167718 
## Iteration 4 lambda =  0.1623485 
## Iteration 5 lambda =  0.1612745 
## Iteration 6 lambda =  0.1610598 
## Iteration 7 lambda =  0.1610168 
## Iteration 8 lambda =  0.1610082 
## Iteration 9 lambda =  0.1610065 
## Iteration 10 lambda =  0.1610061 
## Iteration 11 lambda =  0.1610061 
## Iteration 1 lambda =  0.3477987 
## Iteration 2 lambda =  0.2173585 
## Iteration 3 lambda =  0.1912704 
## Iteration 4 lambda =  0.1860528 
## Iteration 5 lambda =  0.1850093 
## Iteration 6 lambda =  0.1848006 
## Iteration 7 lambda =  0.1847588 
## Iteration 8 lambda =  0.1847505 
## Iteration 9 lambda =  0.1847488 
## Iteration 10 lambda =  0.1847485 
## Iteration 11 lambda =  0.1847484 
## Iteration 1 lambda =  0.4093916 
## Iteration 2 lambda =  0.2912699 
## Iteration 3 lambda =  0.2676456 
## Iteration 4 lambda =  0.2629207 
## Iteration 5 lambda =  0.2619757 
## Iteration 6 lambda =  0.2617868 
## Iteration 7 lambda =  0.261749 
## Iteration 8 lambda =  0.2617414 
## Iteration 9 lambda =  0.2617399 
## Iteration 10 lambda =  0.2617396 
## Iteration 11 lambda =  0.2617395 
## Iteration 1 lambda =  0.2391822 
## Iteration 2 lambda =  0.08701861 
## Iteration 3 lambda =  0.05658589 
## Iteration 4 lambda =  0.05049935 
## Iteration 5 lambda =  0.04928204 
## Iteration 6 lambda =  0.04903858 
## Iteration 7 lambda =  0.04898989 
## Iteration 8 lambda =  0.04898015 
## Iteration 9 lambda =  0.0489782 
## Iteration 10 lambda =  0.04897781 
## Iteration 11 lambda =  0.04897774 
## Iteration 1 lambda =  0.2771636 
## Iteration 2 lambda =  0.1325964 
## Iteration 3 lambda =  0.1036829 
## Iteration 4 lambda =  0.09790021 
## Iteration 5 lambda =  0.09674368 
## Iteration 6 lambda =  0.09651237 
## Iteration 7 lambda =  0.09646611 
## Iteration 8 lambda =  0.09645685 
## Iteration 9 lambda =  0.096455 
## Iteration 10 lambda =  0.09645463 
## Iteration 11 lambda =  0.09645456 
## Iteration 1 lambda =  0.4172435 
## Iteration 2 lambda =  0.3006923 
## Iteration 3 lambda =  0.277382 
## Iteration 4 lambda =  0.2727199 
## Iteration 5 lambda =  0.2717875 
## Iteration 6 lambda =  0.271601 
## Iteration 7 lambda =  0.2715638 
## Iteration 8 lambda =  0.2715563 
## Iteration 9 lambda =  0.2715548 
## Iteration 10 lambda =  0.2715545 
## Iteration 11 lambda =  0.2715544 
## Iteration 1 lambda =  0.3941521 
## Iteration 2 lambda =  0.2729825 
## Iteration 3 lambda =  0.2487485 
## Iteration 4 lambda =  0.2439018 
## Iteration 5 lambda =  0.2429324 
## Iteration 6 lambda =  0.2427385 
## Iteration 7 lambda =  0.2426998 
## Iteration 8 lambda =  0.242692 
## Iteration 9 lambda =  0.2426905 
## Iteration 10 lambda =  0.2426901 
## Iteration 11 lambda =  0.2426901 
## Iteration 1 lambda =  0.3159545 
## Iteration 2 lambda =  0.1791454 
## Iteration 3 lambda =  0.1517836 
## Iteration 4 lambda =  0.1463113 
## Iteration 5 lambda =  0.1452168 
## Iteration 6 lambda =  0.1449979 
## Iteration 7 lambda =  0.1449541 
## Iteration 8 lambda =  0.1449454 
## Iteration 9 lambda =  0.1449436 
## Iteration 10 lambda =  0.1449433 
## Iteration 11 lambda =  0.1449432 
## Iteration 1 lambda =  0.3610191 
## Iteration 2 lambda =  0.2332229 
## Iteration 3 lambda =  0.2076637 
## Iteration 4 lambda =  0.2025518 
## Iteration 5 lambda =  0.2015294 
## Iteration 6 lambda =  0.201325 
## Iteration 7 lambda =  0.2012841 
## Iteration 8 lambda =  0.2012759 
## Iteration 9 lambda =  0.2012743 
## Iteration 10 lambda =  0.2012739 
## Iteration 11 lambda =  0.2012739 
## Iteration 1 lambda =  0.4037996 
## Iteration 2 lambda =  0.2845595 
## Iteration 3 lambda =  0.2607115 
## Iteration 4 lambda =  0.2559419 
## Iteration 5 lambda =  0.2549879 
## Iteration 6 lambda =  0.2547972 
## Iteration 7 lambda =  0.254759 
## Iteration 8 lambda =  0.2547514 
## Iteration 9 lambda =  0.2547498 
## Iteration 10 lambda =  0.2547495 
## Iteration 11 lambda =  0.2547495 
## Iteration 1 lambda =  0.418232 
## Iteration 2 lambda =  0.3018784 
## Iteration 3 lambda =  0.2786077 
## Iteration 4 lambda =  0.2739535 
## Iteration 5 lambda =  0.2730227 
## Iteration 6 lambda =  0.2728365 
## Iteration 7 lambda =  0.2727993 
## Iteration 8 lambda =  0.2727918 
## Iteration 9 lambda =  0.2727903 
## Iteration 10 lambda =  0.27279 
## Iteration 11 lambda =  0.27279 
## Iteration 1 lambda =  0.3163613 
## Iteration 2 lambda =  0.1796335 
## Iteration 3 lambda =  0.152288 
## Iteration 4 lambda =  0.1468189 
## Iteration 5 lambda =  0.1457251 
## Iteration 6 lambda =  0.1455063 
## Iteration 7 lambda =  0.1454625 
## Iteration 8 lambda =  0.1454538 
## Iteration 9 lambda =  0.145452 
## Iteration 10 lambda =  0.1454517 
## Iteration 11 lambda =  0.1454516 
## Iteration 1 lambda =  0.4345937 
## Iteration 2 lambda =  0.3215124 
## Iteration 3 lambda =  0.2988961 
## Iteration 4 lambda =  0.2943729 
## Iteration 5 lambda =  0.2934682 
## Iteration 6 lambda =  0.2932873 
## Iteration 7 lambda =  0.2932511 
## Iteration 8 lambda =  0.2932439 
## Iteration 9 lambda =  0.2932424 
## Iteration 10 lambda =  0.2932422 
## Iteration 11 lambda =  0.2932421 
## Iteration 1 lambda =  0.3422914 
## Iteration 2 lambda =  0.2107497 
## Iteration 3 lambda =  0.1844414 
## Iteration 4 lambda =  0.1791797 
## Iteration 5 lambda =  0.1781274 
## Iteration 6 lambda =  0.1779169 
## Iteration 7 lambda =  0.1778748 
## Iteration 8 lambda =  0.1778664 
## Iteration 9 lambda =  0.1778647 
## Iteration 10 lambda =  0.1778644 
## Iteration 11 lambda =  0.1778643 
## Iteration 1 lambda =  0.4225439 
## Iteration 2 lambda =  0.3070527 
## Iteration 3 lambda =  0.2839544 
## Iteration 4 lambda =  0.2793348 
## Iteration 5 lambda =  0.2784109 
## Iteration 6 lambda =  0.2782261 
## Iteration 7 lambda =  0.2781891 
## Iteration 8 lambda =  0.2781817 
## Iteration 9 lambda =  0.2781802 
## Iteration 10 lambda =  0.27818 
## Iteration 11 lambda =  0.2781799 
## Iteration 1 lambda =  0.3577629 
## Iteration 2 lambda =  0.2293155 
## Iteration 3 lambda =  0.203626 
## Iteration 4 lambda =  0.1984881 
## Iteration 5 lambda =  0.1974606 
## Iteration 6 lambda =  0.197255 
## Iteration 7 lambda =  0.1972139 
## Iteration 8 lambda =  0.1972057 
## Iteration 9 lambda =  0.1972041 
## Iteration 10 lambda =  0.1972038 
## Iteration 11 lambda =  0.1972037 
## Iteration 1 lambda =  0.3506049 
## Iteration 2 lambda =  0.2207259 
## Iteration 3 lambda =  0.1947501 
## Iteration 4 lambda =  0.1895549 
## Iteration 5 lambda =  0.1885159 
## Iteration 6 lambda =  0.1883081 
## Iteration 7 lambda =  0.1882665 
## Iteration 8 lambda =  0.1882582 
## Iteration 9 lambda =  0.1882565 
## Iteration 10 lambda =  0.1882562 
## Iteration 11 lambda =  0.1882561 
## Iteration 1 lambda =  0.3608663 
## Iteration 2 lambda =  0.2330395 
## Iteration 3 lambda =  0.2074742 
## Iteration 4 lambda =  0.2023611 
## Iteration 5 lambda =  0.2013385 
## Iteration 6 lambda =  0.201134 
## Iteration 7 lambda =  0.2010931 
## Iteration 8 lambda =  0.2010849 
## Iteration 9 lambda =  0.2010833 
## Iteration 10 lambda =  0.2010829 
## Iteration 11 lambda =  0.2010829 
## Iteration 1 lambda =  0.3805662 
## Iteration 2 lambda =  0.2566795 
## Iteration 3 lambda =  0.2319021 
## Iteration 4 lambda =  0.2269467 
## Iteration 5 lambda =  0.2259556 
## Iteration 6 lambda =  0.2257573 
## Iteration 7 lambda =  0.2257177 
## Iteration 8 lambda =  0.2257098 
## Iteration 9 lambda =  0.2257082 
## Iteration 10 lambda =  0.2257079 
## Iteration 11 lambda =  0.2257078 
## Iteration 1 lambda =  0.4189178 
## Iteration 2 lambda =  0.3027014 
## Iteration 3 lambda =  0.2794581 
## Iteration 4 lambda =  0.2748094 
## Iteration 5 lambda =  0.2738797 
## Iteration 6 lambda =  0.2736938 
## Iteration 7 lambda =  0.2736566 
## Iteration 8 lambda =  0.2736491 
## Iteration 9 lambda =  0.2736476 
## Iteration 10 lambda =  0.2736473 
## Iteration 11 lambda =  0.2736473 
## Iteration 1 lambda =  0.3889739 
## Iteration 2 lambda =  0.2667687 
## Iteration 3 lambda =  0.2423276 
## Iteration 4 lambda =  0.2374394 
## Iteration 5 lambda =  0.2364618 
## Iteration 6 lambda =  0.2362663 
## Iteration 7 lambda =  0.2362272 
## Iteration 8 lambda =  0.2362193 
## Iteration 9 lambda =  0.2362178 
## Iteration 10 lambda =  0.2362175 
## Iteration 11 lambda =  0.2362174 
## Iteration 1 lambda =  0.3853951 
## Iteration 2 lambda =  0.2624741 
## Iteration 3 lambda =  0.2378899 
## Iteration 4 lambda =  0.232973 
## Iteration 5 lambda =  0.2319897 
## Iteration 6 lambda =  0.231793 
## Iteration 7 lambda =  0.2317537 
## Iteration 8 lambda =  0.2317458 
## Iteration 9 lambda =  0.2317442 
## Iteration 10 lambda =  0.2317439 
## Iteration 11 lambda =  0.2317438 
## Iteration 1 lambda =  0.4170299 
## Iteration 2 lambda =  0.3004359 
## Iteration 3 lambda =  0.2771171 
## Iteration 4 lambda =  0.2724533 
## Iteration 5 lambda =  0.2715206 
## Iteration 6 lambda =  0.271334 
## Iteration 7 lambda =  0.2712967 
## Iteration 8 lambda =  0.2712893 
## Iteration 9 lambda =  0.2712878 
## Iteration 10 lambda =  0.2712875 
## Iteration 11 lambda =  0.2712874 
## Iteration 1 lambda =  0.3552523 
## Iteration 2 lambda =  0.2263027 
## Iteration 3 lambda =  0.2005128 
## Iteration 4 lambda =  0.1953548 
## Iteration 5 lambda =  0.1943232 
## Iteration 6 lambda =  0.1941169 
## Iteration 7 lambda =  0.1940756 
## Iteration 8 lambda =  0.1940674 
## Iteration 9 lambda =  0.1940657 
## Iteration 10 lambda =  0.1940654 
## Iteration 11 lambda =  0.1940653 
## Iteration 1 lambda =  0.510849 
## Iteration 2 lambda =  0.4130188 
## Iteration 3 lambda =  0.3934527 
## Iteration 4 lambda =  0.3895395 
## Iteration 5 lambda =  0.3887569 
## Iteration 6 lambda =  0.3886003 
## Iteration 7 lambda =  0.388569 
## Iteration 8 lambda =  0.3885628 
## Iteration 9 lambda =  0.3885615 
## Iteration 10 lambda =  0.3885613 
## Iteration 11 lambda =  0.3885612 
## Iteration 1 lambda =  0.411928 
## Iteration 2 lambda =  0.2943136 
## Iteration 3 lambda =  0.2707907 
## Iteration 4 lambda =  0.2660862 
## Iteration 5 lambda =  0.2651453 
## Iteration 6 lambda =  0.2649571 
## Iteration 7 lambda =  0.2649194 
## Iteration 8 lambda =  0.2649119 
## Iteration 9 lambda =  0.2649104 
## Iteration 10 lambda =  0.2649101 
## Iteration 11 lambda =  0.26491 
## Iteration 1 lambda =  0.3820897 
## Iteration 2 lambda =  0.2585077 
## Iteration 3 lambda =  0.2337913 
## Iteration 4 lambda =  0.228848 
## Iteration 5 lambda =  0.2278593 
## Iteration 6 lambda =  0.2276616 
## Iteration 7 lambda =  0.2276221 
## Iteration 8 lambda =  0.2276142 
## Iteration 9 lambda =  0.2276126 
## Iteration 10 lambda =  0.2276123 
## Iteration 11 lambda =  0.2276122 
## Iteration 1 lambda =  0.3801945 
## Iteration 2 lambda =  0.2562334 
## Iteration 3 lambda =  0.2314412 
## Iteration 4 lambda =  0.2264828 
## Iteration 5 lambda =  0.2254911 
## Iteration 6 lambda =  0.2252927 
## Iteration 7 lambda =  0.2252531 
## Iteration 8 lambda =  0.2252451 
## Iteration 9 lambda =  0.2252436 
## Iteration 10 lambda =  0.2252432 
## Iteration 11 lambda =  0.2252432 
## Iteration 1 lambda =  0.3683353 
## Iteration 2 lambda =  0.2420023 
## Iteration 3 lambda =  0.2167357 
## Iteration 4 lambda =  0.2116824 
## Iteration 5 lambda =  0.2106717 
## Iteration 6 lambda =  0.2104696 
## Iteration 7 lambda =  0.2104292 
## Iteration 8 lambda =  0.2104211 
## Iteration 9 lambda =  0.2104195 
## Iteration 10 lambda =  0.2104191 
## Iteration 11 lambda =  0.2104191 
## Iteration 1 lambda =  0.4605579 
## Iteration 2 lambda =  0.3526695 
## Iteration 3 lambda =  0.3310918 
## Iteration 4 lambda =  0.3267762 
## Iteration 5 lambda =  0.3259131 
## Iteration 6 lambda =  0.3257405 
## Iteration 7 lambda =  0.325706 
## Iteration 8 lambda =  0.3256991 
## Iteration 9 lambda =  0.3256977 
## Iteration 10 lambda =  0.3256974 
## Iteration 11 lambda =  0.3256974 
## Iteration 1 lambda =  0.3541775 
## Iteration 2 lambda =  0.225013 
## Iteration 3 lambda =  0.1991801 
## Iteration 4 lambda =  0.1940135 
## Iteration 5 lambda =  0.1929802 
## Iteration 6 lambda =  0.1927735 
## Iteration 7 lambda =  0.1927322 
## Iteration 8 lambda =  0.192724 
## Iteration 9 lambda =  0.1927223 
## Iteration 10 lambda =  0.192722 
## Iteration 11 lambda =  0.1927219 
## Iteration 1 lambda =  0.2935989 
## Iteration 2 lambda =  0.1523187 
## Iteration 3 lambda =  0.1240626 
## Iteration 4 lambda =  0.1184114 
## Iteration 5 lambda =  0.1172812 
## Iteration 6 lambda =  0.1170551 
## Iteration 7 lambda =  0.1170099 
## Iteration 8 lambda =  0.1170009 
## Iteration 9 lambda =  0.1169991 
## Iteration 10 lambda =  0.1169987 
## Iteration 11 lambda =  0.1169986 
## Iteration 1 lambda =  0.2789298 
## Iteration 2 lambda =  0.1347157 
## Iteration 3 lambda =  0.1058729 
## Iteration 4 lambda =  0.1001044 
## Iteration 5 lambda =  0.09895064 
## Iteration 6 lambda =  0.0987199 
## Iteration 7 lambda =  0.09867375 
## Iteration 8 lambda =  0.09866452 
## Iteration 9 lambda =  0.09866267 
## Iteration 10 lambda =  0.0986623 
## Iteration 11 lambda =  0.09866223 
## Iteration 1 lambda =  0.3890118 
## Iteration 2 lambda =  0.2668142 
## Iteration 3 lambda =  0.2423747 
## Iteration 4 lambda =  0.2374868 
## Iteration 5 lambda =  0.2365092 
## Iteration 6 lambda =  0.2363137 
## Iteration 7 lambda =  0.2362746 
## Iteration 8 lambda =  0.2362668 
## Iteration 9 lambda =  0.2362652 
## Iteration 10 lambda =  0.2362649 
## Iteration 11 lambda =  0.2362648 
## Iteration 1 lambda =  0.4271111 
## Iteration 2 lambda =  0.3125333 
## Iteration 3 lambda =  0.2896178 
## Iteration 4 lambda =  0.2850346 
## Iteration 5 lambda =  0.284118 
## Iteration 6 lambda =  0.2839347 
## Iteration 7 lambda =  0.283898 
## Iteration 8 lambda =  0.2838907 
## Iteration 9 lambda =  0.2838892 
## Iteration 10 lambda =  0.2838889 
## Iteration 11 lambda =  0.2838889 
## Iteration 1 lambda =  0.2521898 
## Iteration 2 lambda =  0.1026278 
## Iteration 3 lambda =  0.0727154 
## Iteration 4 lambda =  0.06673292 
## Iteration 5 lambda =  0.06553643 
## Iteration 6 lambda =  0.06529713 
## Iteration 7 lambda =  0.06524927 
## Iteration 8 lambda =  0.0652397 
## Iteration 9 lambda =  0.06523778 
## Iteration 10 lambda =  0.0652374 
## Iteration 11 lambda =  0.06523732 
## Iteration 1 lambda =  0.3877215 
## Iteration 2 lambda =  0.2652658 
## Iteration 3 lambda =  0.2407746 
## Iteration 4 lambda =  0.2358764 
## Iteration 5 lambda =  0.2348967 
## Iteration 6 lambda =  0.2347008 
## Iteration 7 lambda =  0.2346616 
## Iteration 8 lambda =  0.2346538 
## Iteration 9 lambda =  0.2346522 
## Iteration 10 lambda =  0.2346519 
## Iteration 11 lambda =  0.2346518 
## Iteration 1 lambda =  0.4237369 
## Iteration 2 lambda =  0.3084843 
## Iteration 3 lambda =  0.2854338 
## Iteration 4 lambda =  0.2808237 
## Iteration 5 lambda =  0.2799017 
## Iteration 6 lambda =  0.2797173 
## Iteration 7 lambda =  0.2796804 
## Iteration 8 lambda =  0.279673 
## Iteration 9 lambda =  0.2796715 
## Iteration 10 lambda =  0.2796712 
## Iteration 11 lambda =  0.2796712 
## Iteration 1 lambda =  0.3438438 
## Iteration 2 lambda =  0.2126126 
## Iteration 3 lambda =  0.1863663 
## Iteration 4 lambda =  0.1811171 
## Iteration 5 lambda =  0.1800672 
## Iteration 6 lambda =  0.1798573 
## Iteration 7 lambda =  0.1798153 
## Iteration 8 lambda =  0.1798069 
## Iteration 9 lambda =  0.1798052 
## Iteration 10 lambda =  0.1798049 
## Iteration 11 lambda =  0.1798048 
## Iteration 1 lambda =  0.4300707 
## Iteration 2 lambda =  0.3160849 
## Iteration 3 lambda =  0.2932877 
## Iteration 4 lambda =  0.2887283 
## Iteration 5 lambda =  0.2878164 
## Iteration 6 lambda =  0.287634 
## Iteration 7 lambda =  0.2875975 
## Iteration 8 lambda =  0.2875902 
## Iteration 9 lambda =  0.2875888 
## Iteration 10 lambda =  0.2875885 
## Iteration 11 lambda =  0.2875884 
## Iteration 1 lambda =  0.2928895 
## Iteration 2 lambda =  0.1514674 
## Iteration 3 lambda =  0.123183 
## Iteration 4 lambda =  0.1175261 
## Iteration 5 lambda =  0.1163948 
## Iteration 6 lambda =  0.1161685 
## Iteration 7 lambda =  0.1161232 
## Iteration 8 lambda =  0.1161142 
## Iteration 9 lambda =  0.1161124 
## Iteration 10 lambda =  0.116112 
## Iteration 11 lambda =  0.1161119 
## Iteration 1 lambda =  0.4685719 
## Iteration 2 lambda =  0.3622862 
## Iteration 3 lambda =  0.3410291 
## Iteration 4 lambda =  0.3367777 
## Iteration 5 lambda =  0.3359274 
## Iteration 6 lambda =  0.3357574 
## Iteration 7 lambda =  0.3357233 
## Iteration 8 lambda =  0.3357165 
## Iteration 9 lambda =  0.3357152 
## Iteration 10 lambda =  0.3357149 
## Iteration 11 lambda =  0.3357149 
## Iteration 1 lambda =  0.3669799 
## Iteration 2 lambda =  0.2403759 
## Iteration 3 lambda =  0.2150551 
## Iteration 4 lambda =  0.209991 
## Iteration 5 lambda =  0.2089781 
## Iteration 6 lambda =  0.2087756 
## Iteration 7 lambda =  0.2087351 
## Iteration 8 lambda =  0.208727 
## Iteration 9 lambda =  0.2087253 
## Iteration 10 lambda =  0.208725 
## Iteration 11 lambda =  0.208725 
## Iteration 1 lambda =  0.2497919 
## Iteration 2 lambda =  0.0997503 
## Iteration 3 lambda =  0.06974198 
## Iteration 4 lambda =  0.06374032 
## Iteration 5 lambda =  0.06253998 
## Iteration 6 lambda =  0.06229992 
## Iteration 7 lambda =  0.0622519 
## Iteration 8 lambda =  0.0622423 
## Iteration 9 lambda =  0.06224038 
## Iteration 10 lambda =  0.06224 
## Iteration 11 lambda =  0.06223992 
## Iteration 1 lambda =  0.342948 
## Iteration 2 lambda =  0.2115376 
## Iteration 3 lambda =  0.1852555 
## Iteration 4 lambda =  0.1799991 
## Iteration 5 lambda =  0.1789478 
## Iteration 6 lambda =  0.1787376 
## Iteration 7 lambda =  0.1786955 
## Iteration 8 lambda =  0.1786871 
## Iteration 9 lambda =  0.1786854 
## Iteration 10 lambda =  0.1786851 
## Iteration 11 lambda =  0.178685 
## Iteration 1 lambda =  0.3780221 
## Iteration 2 lambda =  0.2536265 
## Iteration 3 lambda =  0.2287474 
## Iteration 4 lambda =  0.2237716 
## Iteration 5 lambda =  0.2227764 
## Iteration 6 lambda =  0.2225774 
## Iteration 7 lambda =  0.2225376 
## Iteration 8 lambda =  0.2225296 
## Iteration 9 lambda =  0.222528 
## Iteration 10 lambda =  0.2225277 
## Iteration 11 lambda =  0.2225276 
## Iteration 1 lambda =  0.453734 
## Iteration 2 lambda =  0.3444809 
## Iteration 3 lambda =  0.3226302 
## Iteration 4 lambda =  0.3182601 
## Iteration 5 lambda =  0.3173861 
## Iteration 6 lambda =  0.3172113 
## Iteration 7 lambda =  0.3171763 
## Iteration 8 lambda =  0.3171693 
## Iteration 9 lambda =  0.3171679 
## Iteration 10 lambda =  0.3171676 
## Iteration 11 lambda =  0.3171676 
## Iteration 1 lambda =  0.3658512 
## Iteration 2 lambda =  0.2390215 
## Iteration 3 lambda =  0.2136555 
## Iteration 4 lambda =  0.2085823 
## Iteration 5 lambda =  0.2075677 
## Iteration 6 lambda =  0.2073648 
## Iteration 7 lambda =  0.2073242 
## Iteration 8 lambda =  0.2073161 
## Iteration 9 lambda =  0.2073144 
## Iteration 10 lambda =  0.2073141 
## Iteration 11 lambda =  0.207314 
## Iteration 1 lambda =  0.3482593 
## Iteration 2 lambda =  0.2179112 
## Iteration 3 lambda =  0.1918416 
## Iteration 4 lambda =  0.1866276 
## Iteration 5 lambda =  0.1855849 
## Iteration 6 lambda =  0.1853763 
## Iteration 7 lambda =  0.1853346 
## Iteration 8 lambda =  0.1853263 
## Iteration 9 lambda =  0.1853246 
## Iteration 10 lambda =  0.1853242 
## Iteration 11 lambda =  0.1853242 
## Iteration 1 lambda =  0.4302198 
## Iteration 2 lambda =  0.3162638 
## Iteration 3 lambda =  0.2934726 
## Iteration 4 lambda =  0.2889143 
## Iteration 5 lambda =  0.2880027 
## Iteration 6 lambda =  0.2878203 
## Iteration 7 lambda =  0.2877839 
## Iteration 8 lambda =  0.2877766 
## Iteration 9 lambda =  0.2877751 
## Iteration 10 lambda =  0.2877748 
## Iteration 11 lambda =  0.2877748 
## Iteration 1 lambda =  0.370418 
## Iteration 2 lambda =  0.2445017 
## Iteration 3 lambda =  0.2193184 
## Iteration 4 lambda =  0.2142817 
## Iteration 5 lambda =  0.2132744 
## Iteration 6 lambda =  0.2130729 
## Iteration 7 lambda =  0.2130326 
## Iteration 8 lambda =  0.2130246 
## Iteration 9 lambda =  0.213023 
## Iteration 10 lambda =  0.2130226 
## Iteration 11 lambda =  0.2130226 
## Iteration 1 lambda =  0.3696955 
## Iteration 2 lambda =  0.2436346 
## Iteration 3 lambda =  0.2184224 
## Iteration 4 lambda =  0.2133799 
## Iteration 5 lambda =  0.2123715 
## Iteration 6 lambda =  0.2121698 
## Iteration 7 lambda =  0.2121294 
## Iteration 8 lambda =  0.2121213 
## Iteration 9 lambda =  0.2121197 
## Iteration 10 lambda =  0.2121194 
## Iteration 11 lambda =  0.2121193 
## Iteration 1 lambda =  0.4265302 
## Iteration 2 lambda =  0.3118362 
## Iteration 3 lambda =  0.2888974 
## Iteration 4 lambda =  0.2843097 
## Iteration 5 lambda =  0.2833921 
## Iteration 6 lambda =  0.2832086 
## Iteration 7 lambda =  0.2831719 
## Iteration 8 lambda =  0.2831646 
## Iteration 9 lambda =  0.2831631 
## Iteration 10 lambda =  0.2831628 
## Iteration 11 lambda =  0.2831627 
## Iteration 1 lambda =  0.464062 
## Iteration 2 lambda =  0.3568744 
## Iteration 3 lambda =  0.3354369 
## Iteration 4 lambda =  0.3311494 
## Iteration 5 lambda =  0.3302919 
## Iteration 6 lambda =  0.3301204 
## Iteration 7 lambda =  0.3300861 
## Iteration 8 lambda =  0.3300792 
## Iteration 9 lambda =  0.3300778 
## Iteration 10 lambda =  0.3300775 
## Iteration 11 lambda =  0.3300775 
## Iteration 1 lambda =  0.3008494 
## Iteration 2 lambda =  0.1610193 
## Iteration 3 lambda =  0.1330533 
## Iteration 4 lambda =  0.1274601 
## Iteration 5 lambda =  0.1263414 
## Iteration 6 lambda =  0.1261177 
## Iteration 7 lambda =  0.1260729 
## Iteration 8 lambda =  0.126064 
## Iteration 9 lambda =  0.1260622 
## Iteration 10 lambda =  0.1260618 
## Iteration 11 lambda =  0.1260618 
## Iteration 1 lambda =  0.4470542 
## Iteration 2 lambda =  0.3364651 
## Iteration 3 lambda =  0.3143472 
## Iteration 4 lambda =  0.3099237 
## Iteration 5 lambda =  0.309039 
## Iteration 6 lambda =  0.308862 
## Iteration 7 lambda =  0.3088266 
## Iteration 8 lambda =  0.3088195 
## Iteration 9 lambda =  0.3088181 
## Iteration 10 lambda =  0.3088178 
## Iteration 11 lambda =  0.3088178 
## Iteration 1 lambda =  0.4000906 
## Iteration 2 lambda =  0.2801088 
## Iteration 3 lambda =  0.2561124 
## Iteration 4 lambda =  0.2513131 
## Iteration 5 lambda =  0.2503533 
## Iteration 6 lambda =  0.2501613 
## Iteration 7 lambda =  0.2501229 
## Iteration 8 lambda =  0.2501152 
## Iteration 9 lambda =  0.2501137 
## Iteration 10 lambda =  0.2501134 
## Iteration 11 lambda =  0.2501133 
## Iteration 1 lambda =  0.3597689 
## Iteration 2 lambda =  0.2317226 
## Iteration 3 lambda =  0.2061134 
## Iteration 4 lambda =  0.2009915 
## Iteration 5 lambda =  0.1999672 
## Iteration 6 lambda =  0.1997623 
## Iteration 7 lambda =  0.1997213 
## Iteration 8 lambda =  0.1997131 
## Iteration 9 lambda =  0.1997115 
## Iteration 10 lambda =  0.1997112 
## Iteration 11 lambda =  0.1997111 
## Iteration 1 lambda =  0.3498388 
## Iteration 2 lambda =  0.2198066 
## Iteration 3 lambda =  0.1938002 
## Iteration 4 lambda =  0.1885989 
## Iteration 5 lambda =  0.1875586 
## Iteration 6 lambda =  0.1873506 
## Iteration 7 lambda =  0.187309 
## Iteration 8 lambda =  0.1873006 
## Iteration 9 lambda =  0.187299 
## Iteration 10 lambda =  0.1872986 
## Iteration 11 lambda =  0.1872986 
## Iteration 1 lambda =  0.3625095 
## Iteration 2 lambda =  0.2350114 
## Iteration 3 lambda =  0.2095118 
## Iteration 4 lambda =  0.2044118 
## Iteration 5 lambda =  0.2033918 
## Iteration 6 lambda =  0.2031879 
## Iteration 7 lambda =  0.2031471 
## Iteration 8 lambda =  0.2031389 
## Iteration 9 lambda =  0.2031373 
## Iteration 10 lambda =  0.2031369 
## Iteration 11 lambda =  0.2031369 
## Iteration 1 lambda =  0.3842894 
## Iteration 2 lambda =  0.2611473 
## Iteration 3 lambda =  0.2365188 
## Iteration 4 lambda =  0.2315932 
## Iteration 5 lambda =  0.230608 
## Iteration 6 lambda =  0.230411 
## Iteration 7 lambda =  0.2303716 
## Iteration 8 lambda =  0.2303637 
## Iteration 9 lambda =  0.2303621 
## Iteration 10 lambda =  0.2303618 
## Iteration 11 lambda =  0.2303618 
## Iteration 1 lambda =  0.4345954 
## Iteration 2 lambda =  0.3215145 
## Iteration 3 lambda =  0.2988983 
## Iteration 4 lambda =  0.2943751 
## Iteration 5 lambda =  0.2934704 
## Iteration 6 lambda =  0.2932895 
## Iteration 7 lambda =  0.2932533 
## Iteration 8 lambda =  0.2932461 
## Iteration 9 lambda =  0.2932446 
## Iteration 10 lambda =  0.2932443 
## Iteration 11 lambda =  0.2932443 
## Iteration 1 lambda =  0.3884612 
## Iteration 2 lambda =  0.2661535 
## Iteration 3 lambda =  0.2416919 
## Iteration 4 lambda =  0.2367996 
## Iteration 5 lambda =  0.2358212 
## Iteration 6 lambda =  0.2356255 
## Iteration 7 lambda =  0.2355863 
## Iteration 8 lambda =  0.2355785 
## Iteration 9 lambda =  0.2355769 
## Iteration 10 lambda =  0.2355766 
## Iteration 11 lambda =  0.2355766 
## Iteration 1 lambda =  0.3395649 
## Iteration 2 lambda =  0.2074779 
## Iteration 3 lambda =  0.1810605 
## Iteration 4 lambda =  0.175777 
## Iteration 5 lambda =  0.1747203 
## Iteration 6 lambda =  0.1745089 
## Iteration 7 lambda =  0.1744667 
## Iteration 8 lambda =  0.1744582 
## Iteration 9 lambda =  0.1744565 
## Iteration 10 lambda =  0.1744562 
## Iteration 11 lambda =  0.1744561 
## Iteration 1 lambda =  0.326853 
## Iteration 2 lambda =  0.1922236 
## Iteration 3 lambda =  0.1652977 
## Iteration 4 lambda =  0.1599125 
## Iteration 5 lambda =  0.1588355 
## Iteration 6 lambda =  0.1586201 
## Iteration 7 lambda =  0.158577 
## Iteration 8 lambda =  0.1585684 
## Iteration 9 lambda =  0.1585667 
## Iteration 10 lambda =  0.1585663 
## Iteration 11 lambda =  0.1585662 
## Iteration 1 lambda =  0.3330245 
## Iteration 2 lambda =  0.1996294 
## Iteration 3 lambda =  0.1729504 
## Iteration 4 lambda =  0.1676146 
## Iteration 5 lambda =  0.1665474 
## Iteration 6 lambda =  0.166334 
## Iteration 7 lambda =  0.1662913 
## Iteration 8 lambda =  0.1662828 
## Iteration 9 lambda =  0.166281 
## Iteration 10 lambda =  0.1662807 
## Iteration 11 lambda =  0.1662806 
## Iteration 1 lambda =  0.3381151 
## Iteration 2 lambda =  0.2057381 
## Iteration 3 lambda =  0.1792627 
## Iteration 4 lambda =  0.1739677 
## Iteration 5 lambda =  0.1729086 
## Iteration 6 lambda =  0.1726968 
## Iteration 7 lambda =  0.1726545 
## Iteration 8 lambda =  0.172646 
## Iteration 9 lambda =  0.1726443 
## Iteration 10 lambda =  0.172644 
## Iteration 11 lambda =  0.1726439 
## Iteration 1 lambda =  0.4029911 
## Iteration 2 lambda =  0.2835893 
## Iteration 3 lambda =  0.2597089 
## Iteration 4 lambda =  0.2549329 
## Iteration 5 lambda =  0.2539777 
## Iteration 6 lambda =  0.2537866 
## Iteration 7 lambda =  0.2537484 
## Iteration 8 lambda =  0.2537408 
## Iteration 9 lambda =  0.2537392 
## Iteration 10 lambda =  0.2537389 
## Iteration 11 lambda =  0.2537389 
## Iteration 1 lambda =  0.353219 
## Iteration 2 lambda =  0.2238628 
## Iteration 3 lambda =  0.1979916 
## Iteration 4 lambda =  0.1928173 
## Iteration 5 lambda =  0.1917825 
## Iteration 6 lambda =  0.1915755 
## Iteration 7 lambda =  0.1915341 
## Iteration 8 lambda =  0.1915258 
## Iteration 9 lambda =  0.1915242 
## Iteration 10 lambda =  0.1915238 
## Iteration 11 lambda =  0.1915238 
## Iteration 1 lambda =  0.4706105 
## Iteration 2 lambda =  0.3647326 
## Iteration 3 lambda =  0.343557 
## Iteration 4 lambda =  0.3393219 
## Iteration 5 lambda =  0.3384749 
## Iteration 6 lambda =  0.3383055 
## Iteration 7 lambda =  0.3382716 
## Iteration 8 lambda =  0.3382648 
## Iteration 9 lambda =  0.3382635 
## Iteration 10 lambda =  0.3382632 
## Iteration 11 lambda =  0.3382631 
## Iteration 1 lambda =  0.3497617 
## Iteration 2 lambda =  0.219714 
## Iteration 3 lambda =  0.1937045 
## Iteration 4 lambda =  0.1885026 
## Iteration 5 lambda =  0.1874622 
## Iteration 6 lambda =  0.1872541 
## Iteration 7 lambda =  0.1872125 
## Iteration 8 lambda =  0.1872042 
## Iteration 9 lambda =  0.1872025 
## Iteration 10 lambda =  0.1872022 
## Iteration 11 lambda =  0.1872021 
## Iteration 1 lambda =  0.4064136 
## Iteration 2 lambda =  0.2876964 
## Iteration 3 lambda =  0.2639529 
## Iteration 4 lambda =  0.2592042 
## Iteration 5 lambda =  0.2582545 
## Iteration 6 lambda =  0.2580645 
## Iteration 7 lambda =  0.2580265 
## Iteration 8 lambda =  0.2580189 
## Iteration 9 lambda =  0.2580174 
## Iteration 10 lambda =  0.2580171 
## Iteration 11 lambda =  0.258017 
## Iteration 1 lambda =  0.3205986 
## Iteration 2 lambda =  0.1847183 
## Iteration 3 lambda =  0.1575422 
## Iteration 4 lambda =  0.152107 
## Iteration 5 lambda =  0.15102 
## Iteration 6 lambda =  0.1508025 
## Iteration 7 lambda =  0.1507591 
## Iteration 8 lambda =  0.1507504 
## Iteration 9 lambda =  0.1507486 
## Iteration 10 lambda =  0.1507483 
## Iteration 11 lambda =  0.1507482 
## Iteration 1 lambda =  0.4554352 
## Iteration 2 lambda =  0.3465222 
## Iteration 3 lambda =  0.3247396 
## Iteration 4 lambda =  0.3203831 
## Iteration 5 lambda =  0.3195118 
## Iteration 6 lambda =  0.3193375 
## Iteration 7 lambda =  0.3193027 
## Iteration 8 lambda =  0.3192957 
## Iteration 9 lambda =  0.3192943 
## Iteration 10 lambda =  0.319294 
## Iteration 11 lambda =  0.319294 
## Iteration 1 lambda =  0.2851257 
## Iteration 2 lambda =  0.1421508 
## Iteration 3 lambda =  0.1135558 
## Iteration 4 lambda =  0.1078368 
## Iteration 5 lambda =  0.106693 
## Iteration 6 lambda =  0.1064643 
## Iteration 7 lambda =  0.1064185 
## Iteration 8 lambda =  0.1064094 
## Iteration 9 lambda =  0.1064075 
## Iteration 10 lambda =  0.1064072 
## Iteration 11 lambda =  0.1064071 
## Iteration 1 lambda =  0.3099191 
## Iteration 2 lambda =  0.171903 
## Iteration 3 lambda =  0.1442997 
## Iteration 4 lambda =  0.1387791 
## Iteration 5 lambda =  0.137675 
## Iteration 6 lambda =  0.1374541 
## Iteration 7 lambda =  0.13741 
## Iteration 8 lambda =  0.1374011 
## Iteration 9 lambda =  0.1373994 
## Iteration 10 lambda =  0.137399 
## Iteration 11 lambda =  0.137399 
## Iteration 1 lambda =  0.332639 
## Iteration 2 lambda =  0.1991668 
## Iteration 3 lambda =  0.1724723 
## Iteration 4 lambda =  0.1671334 
## Iteration 5 lambda =  0.1660656 
## Iteration 6 lambda =  0.1658521 
## Iteration 7 lambda =  0.1658094 
## Iteration 8 lambda =  0.1658008 
## Iteration 9 lambda =  0.1657991 
## Iteration 10 lambda =  0.1657988 
## Iteration 11 lambda =  0.1657987 
## Iteration 1 lambda =  0.3394848 
## Iteration 2 lambda =  0.2073817 
## Iteration 3 lambda =  0.1809611 
## Iteration 4 lambda =  0.175677 
## Iteration 5 lambda =  0.1746202 
## Iteration 6 lambda =  0.1744088 
## Iteration 7 lambda =  0.1743665 
## Iteration 8 lambda =  0.1743581 
## Iteration 9 lambda =  0.1743564 
## Iteration 10 lambda =  0.1743561 
## Iteration 11 lambda =  0.174356 
## Iteration 1 lambda =  0.3413912 
## Iteration 2 lambda =  0.2096694 
## Iteration 3 lambda =  0.1833251 
## Iteration 4 lambda =  0.1780562 
## Iteration 5 lambda =  0.1770024 
## Iteration 6 lambda =  0.1767917 
## Iteration 7 lambda =  0.1767495 
## Iteration 8 lambda =  0.1767411 
## Iteration 9 lambda =  0.1767394 
## Iteration 10 lambda =  0.1767391 
## Iteration 11 lambda =  0.176739 
## Iteration 1 lambda =  0.3884283 
## Iteration 2 lambda =  0.266114 
## Iteration 3 lambda =  0.2416511 
## Iteration 4 lambda =  0.2367585 
## Iteration 5 lambda =  0.23578 
## Iteration 6 lambda =  0.2355843 
## Iteration 7 lambda =  0.2355452 
## Iteration 8 lambda =  0.2355373 
## Iteration 9 lambda =  0.2355358 
## Iteration 10 lambda =  0.2355355 
## Iteration 11 lambda =  0.2355354 
## Iteration 1 lambda =  0.4161369 
## Iteration 2 lambda =  0.2993643 
## Iteration 3 lambda =  0.2760097 
## Iteration 4 lambda =  0.2713388 
## Iteration 5 lambda =  0.2704047 
## Iteration 6 lambda =  0.2702178 
## Iteration 7 lambda =  0.2701805 
## Iteration 8 lambda =  0.270173 
## Iteration 9 lambda =  0.2701715 
## Iteration 10 lambda =  0.2701712 
## Iteration 11 lambda =  0.2701711 
## Iteration 1 lambda =  0.4089651 
## Iteration 2 lambda =  0.2907581 
## Iteration 3 lambda =  0.2671167 
## Iteration 4 lambda =  0.2623884 
## Iteration 5 lambda =  0.2614427 
## Iteration 6 lambda =  0.2612536 
## Iteration 7 lambda =  0.2612158 
## Iteration 8 lambda =  0.2612082 
## Iteration 9 lambda =  0.2612067 
## Iteration 10 lambda =  0.2612064 
## Iteration 11 lambda =  0.2612063 
## Iteration 1 lambda =  0.3899992 
## Iteration 2 lambda =  0.267999 
## Iteration 3 lambda =  0.243599 
## Iteration 4 lambda =  0.238719 
## Iteration 5 lambda =  0.237743 
## Iteration 6 lambda =  0.2375478 
## Iteration 7 lambda =  0.2375087 
## Iteration 8 lambda =  0.2375009 
## Iteration 9 lambda =  0.2374994 
## Iteration 10 lambda =  0.2374991 
## Iteration 11 lambda =  0.237499 
## Iteration 1 lambda =  0.3745075 
## Iteration 2 lambda =  0.2494089 
## Iteration 3 lambda =  0.2243892 
## Iteration 4 lambda =  0.2193853 
## Iteration 5 lambda =  0.2183845 
## Iteration 6 lambda =  0.2181844 
## Iteration 7 lambda =  0.2181443 
## Iteration 8 lambda =  0.2181363 
## Iteration 9 lambda =  0.2181347 
## Iteration 10 lambda =  0.2181344 
## Iteration 11 lambda =  0.2181343 
## Iteration 1 lambda =  0.3642741 
## Iteration 2 lambda =  0.237129 
## Iteration 3 lambda =  0.2116999 
## Iteration 4 lambda =  0.2066141 
## Iteration 5 lambda =  0.205597 
## Iteration 6 lambda =  0.2053935 
## Iteration 7 lambda =  0.2053528 
## Iteration 8 lambda =  0.2053447 
## Iteration 9 lambda =  0.2053431 
## Iteration 10 lambda =  0.2053428 
## Iteration 11 lambda =  0.2053427 
## Iteration 1 lambda =  0.3258223 
## Iteration 2 lambda =  0.1909868 
## Iteration 3 lambda =  0.1640197 
## Iteration 4 lambda =  0.1586263 
## Iteration 5 lambda =  0.1575476 
## Iteration 6 lambda =  0.1573318 
## Iteration 7 lambda =  0.1572887 
## Iteration 8 lambda =  0.1572801 
## Iteration 9 lambda =  0.1572783 
## Iteration 10 lambda =  0.157278 
## Iteration 11 lambda =  0.1572779 
## Iteration 1 lambda =  0.4739657 
## Iteration 2 lambda =  0.3687588 
## Iteration 3 lambda =  0.3477175 
## Iteration 4 lambda =  0.3435092 
## Iteration 5 lambda =  0.3426675 
## Iteration 6 lambda =  0.3424992 
## Iteration 7 lambda =  0.3424655 
## Iteration 8 lambda =  0.3424588 
## Iteration 9 lambda =  0.3424575 
## Iteration 10 lambda =  0.3424572 
## Iteration 11 lambda =  0.3424571 
## Iteration 1 lambda =  0.4244764 
## Iteration 2 lambda =  0.3093716 
## Iteration 3 lambda =  0.2863507 
## Iteration 4 lambda =  0.2817465 
## Iteration 5 lambda =  0.2808256 
## Iteration 6 lambda =  0.2806415 
## Iteration 7 lambda =  0.2806046 
## Iteration 8 lambda =  0.2805973 
## Iteration 9 lambda =  0.2805958 
## Iteration 10 lambda =  0.2805955 
## Iteration 11 lambda =  0.2805955 
## Iteration 1 lambda =  0.3639497 
## Iteration 2 lambda =  0.2367396 
## Iteration 3 lambda =  0.2112976 
## Iteration 4 lambda =  0.2062092 
## Iteration 5 lambda =  0.2051915 
## Iteration 6 lambda =  0.204988 
## Iteration 7 lambda =  0.2049473 
## Iteration 8 lambda =  0.2049391 
## Iteration 9 lambda =  0.2049375 
## Iteration 10 lambda =  0.2049372 
## Iteration 11 lambda =  0.2049371 
## Iteration 1 lambda =  0.4181257 
## Iteration 2 lambda =  0.3017509 
## Iteration 3 lambda =  0.2784759 
## Iteration 4 lambda =  0.2738209 
## Iteration 5 lambda =  0.2728899 
## Iteration 6 lambda =  0.2727037 
## Iteration 7 lambda =  0.2726665 
## Iteration 8 lambda =  0.272659 
## Iteration 9 lambda =  0.2726575 
## Iteration 10 lambda =  0.2726572 
## Iteration 11 lambda =  0.2726572 
## Iteration 1 lambda =  0.4888361 
## Iteration 2 lambda =  0.3866033 
## Iteration 3 lambda =  0.3661568 
## Iteration 4 lambda =  0.3620675 
## Iteration 5 lambda =  0.3612496 
## Iteration 6 lambda =  0.361086 
## Iteration 7 lambda =  0.3610533 
## Iteration 8 lambda =  0.3610468 
## Iteration 9 lambda =  0.3610455 
## Iteration 10 lambda =  0.3610452 
## Iteration 11 lambda =  0.3610452 
## Iteration 1 lambda =  0.4575739 
## Iteration 2 lambda =  0.3490887 
## Iteration 3 lambda =  0.3273916 
## Iteration 4 lambda =  0.3230522 
## Iteration 5 lambda =  0.3221843 
## Iteration 6 lambda =  0.3220108 
## Iteration 7 lambda =  0.321976 
## Iteration 8 lambda =  0.3219691 
## Iteration 9 lambda =  0.3219677 
## Iteration 10 lambda =  0.3219674 
## Iteration 11 lambda =  0.3219674 
## Iteration 1 lambda =  0.3924816 
## Iteration 2 lambda =  0.2709779 
## Iteration 3 lambda =  0.2466771 
## Iteration 4 lambda =  0.241817 
## Iteration 5 lambda =  0.2408449 
## Iteration 6 lambda =  0.2406505 
## Iteration 7 lambda =  0.2406117 
## Iteration 8 lambda =  0.2406039 
## Iteration 9 lambda =  0.2406023 
## Iteration 10 lambda =  0.240602 
## Iteration 11 lambda =  0.240602 
## Iteration 1 lambda =  0.2945469 
## Iteration 2 lambda =  0.1534562 
## Iteration 3 lambda =  0.1252381 
## Iteration 4 lambda =  0.1195945 
## Iteration 5 lambda =  0.1184658 
## Iteration 6 lambda =  0.11824 
## Iteration 7 lambda =  0.1181949 
## Iteration 8 lambda =  0.1181858 
## Iteration 9 lambda =  0.118184 
## Iteration 10 lambda =  0.1181837 
## Iteration 11 lambda =  0.1181836 
## Iteration 1 lambda =  0.338884 
## Iteration 2 lambda =  0.2066608 
## Iteration 3 lambda =  0.1802162 
## Iteration 4 lambda =  0.1749272 
## Iteration 5 lambda =  0.1738694 
## Iteration 6 lambda =  0.1736579 
## Iteration 7 lambda =  0.1736156 
## Iteration 8 lambda =  0.1736071 
## Iteration 9 lambda =  0.1736054 
## Iteration 10 lambda =  0.1736051 
## Iteration 11 lambda =  0.173605 
## Iteration 1 lambda =  0.5501571 
## Iteration 2 lambda =  0.4601885 
## Iteration 3 lambda =  0.4421948 
## Iteration 4 lambda =  0.438596 
## Iteration 5 lambda =  0.4378763 
## Iteration 6 lambda =  0.4377323 
## Iteration 7 lambda =  0.4377036 
## Iteration 8 lambda =  0.4376978 
## Iteration 9 lambda =  0.4376966 
## Iteration 10 lambda =  0.4376964 
## Iteration 11 lambda =  0.4376964 
## Iteration 1 lambda =  0.3923404 
## Iteration 2 lambda =  0.2708085 
## Iteration 3 lambda =  0.2465021 
## Iteration 4 lambda =  0.2416408 
## Iteration 5 lambda =  0.2406685 
## Iteration 6 lambda =  0.2404741 
## Iteration 7 lambda =  0.2404352 
## Iteration 8 lambda =  0.2404274 
## Iteration 9 lambda =  0.2404259 
## Iteration 10 lambda =  0.2404256 
## Iteration 11 lambda =  0.2404255 
## Iteration 1 lambda =  0.3596934 
## Iteration 2 lambda =  0.231632 
## Iteration 3 lambda =  0.2060198 
## Iteration 4 lambda =  0.2008973 
## Iteration 5 lambda =  0.1998728 
## Iteration 6 lambda =  0.1996679 
## Iteration 7 lambda =  0.1996269 
## Iteration 8 lambda =  0.1996187 
## Iteration 9 lambda =  0.1996171 
## Iteration 10 lambda =  0.1996168 
## Iteration 11 lambda =  0.1996167 
## Iteration 1 lambda =  0.3133952 
## Iteration 2 lambda =  0.1760743 
## Iteration 3 lambda =  0.1486101 
## Iteration 4 lambda =  0.1431173 
## Iteration 5 lambda =  0.1420187 
## Iteration 6 lambda =  0.141799 
## Iteration 7 lambda =  0.141755 
## Iteration 8 lambda =  0.1417463 
## Iteration 9 lambda =  0.1417445 
## Iteration 10 lambda =  0.1417441 
## Iteration 11 lambda =  0.1417441 
## Iteration 1 lambda =  0.303085 
## Iteration 2 lambda =  0.163702 
## Iteration 3 lambda =  0.1358254 
## Iteration 4 lambda =  0.1302501 
## Iteration 5 lambda =  0.129135 
## Iteration 6 lambda =  0.128912 
## Iteration 7 lambda =  0.1288674 
## Iteration 8 lambda =  0.1288585 
## Iteration 9 lambda =  0.1288567 
## Iteration 10 lambda =  0.1288564 
## Iteration 11 lambda =  0.1288563 
## Iteration 1 lambda =  0.3260315 
## Iteration 2 lambda =  0.1912378 
## Iteration 3 lambda =  0.1642791 
## Iteration 4 lambda =  0.1588873 
## Iteration 5 lambda =  0.157809 
## Iteration 6 lambda =  0.1575933 
## Iteration 7 lambda =  0.1575502 
## Iteration 8 lambda =  0.1575416 
## Iteration 9 lambda =  0.1575398 
## Iteration 10 lambda =  0.1575395 
## Iteration 11 lambda =  0.1575394 
## Iteration 1 lambda =  0.3304369 
## Iteration 2 lambda =  0.1965243 
## Iteration 3 lambda =  0.1697417 
## Iteration 4 lambda =  0.1643852 
## Iteration 5 lambda =  0.1633139 
## Iteration 6 lambda =  0.1630997 
## Iteration 7 lambda =  0.1630568 
## Iteration 8 lambda =  0.1630482 
## Iteration 9 lambda =  0.1630465 
## Iteration 10 lambda =  0.1630462 
## Iteration 11 lambda =  0.1630461 
## Iteration 1 lambda =  0.4363045 
## Iteration 2 lambda =  0.3235654 
## Iteration 3 lambda =  0.3010176 
## Iteration 4 lambda =  0.296508 
## Iteration 5 lambda =  0.2956061 
## Iteration 6 lambda =  0.2954257 
## Iteration 7 lambda =  0.2953897 
## Iteration 8 lambda =  0.2953824 
## Iteration 9 lambda =  0.295381 
## Iteration 10 lambda =  0.2953807 
## Iteration 11 lambda =  0.2953807 
## Iteration 1 lambda =  0.3343817 
## Iteration 2 lambda =  0.2012581 
## Iteration 3 lambda =  0.1746334 
## Iteration 4 lambda =  0.1693084 
## Iteration 5 lambda =  0.1682434 
## Iteration 6 lambda =  0.1680304 
## Iteration 7 lambda =  0.1679878 
## Iteration 8 lambda =  0.1679793 
## Iteration 9 lambda =  0.1679776 
## Iteration 10 lambda =  0.1679773 
## Iteration 11 lambda =  0.1679772 
## Iteration 1 lambda =  0.3374664 
## Iteration 2 lambda =  0.2049597 
## Iteration 3 lambda =  0.1784584 
## Iteration 4 lambda =  0.1731581 
## Iteration 5 lambda =  0.1720981 
## Iteration 6 lambda =  0.1718861 
## Iteration 7 lambda =  0.1718437 
## Iteration 8 lambda =  0.1718352 
## Iteration 9 lambda =  0.1718335 
## Iteration 10 lambda =  0.1718331 
## Iteration 11 lambda =  0.1718331 
## Iteration 1 lambda =  0.2757572 
## Iteration 2 lambda =  0.1309086 
## Iteration 3 lambda =  0.1019389 
## Iteration 4 lambda =  0.09614499 
## Iteration 5 lambda =  0.0949862 
## Iteration 6 lambda =  0.09475444 
## Iteration 7 lambda =  0.09470809 
## Iteration 8 lambda =  0.09469882 
## Iteration 9 lambda =  0.09469697 
## Iteration 10 lambda =  0.0946966 
## Iteration 11 lambda =  0.09469652 
## Iteration 1 lambda =  0.3868518 
## Iteration 2 lambda =  0.2642221 
## Iteration 3 lambda =  0.2396962 
## Iteration 4 lambda =  0.234791 
## Iteration 5 lambda =  0.23381 
## Iteration 6 lambda =  0.2336138 
## Iteration 7 lambda =  0.2335745 
## Iteration 8 lambda =  0.2335667 
## Iteration 9 lambda =  0.2335651 
## Iteration 10 lambda =  0.2335648 
## Iteration 11 lambda =  0.2335648 
## Iteration 1 lambda =  0.3102011 
## Iteration 2 lambda =  0.1722414 
## Iteration 3 lambda =  0.1446494 
## Iteration 4 lambda =  0.139131 
## Iteration 5 lambda =  0.1380274 
## Iteration 6 lambda =  0.1378066 
## Iteration 7 lambda =  0.1377625 
## Iteration 8 lambda =  0.1377536 
## Iteration 9 lambda =  0.1377519 
## Iteration 10 lambda =  0.1377515 
## Iteration 11 lambda =  0.1377515 
## Iteration 1 lambda =  0.3352491 
## Iteration 2 lambda =  0.2022989 
## Iteration 3 lambda =  0.1757089 
## Iteration 4 lambda =  0.1703909 
## Iteration 5 lambda =  0.1693273 
## Iteration 6 lambda =  0.1691146 
## Iteration 7 lambda =  0.169072 
## Iteration 8 lambda =  0.1690635 
## Iteration 9 lambda =  0.1690618 
## Iteration 10 lambda =  0.1690615 
## Iteration 11 lambda =  0.1690614 
## Iteration 1 lambda =  0.4175535 
## Iteration 2 lambda =  0.3010642 
## Iteration 3 lambda =  0.2777663 
## Iteration 4 lambda =  0.2731068 
## Iteration 5 lambda =  0.2721748 
## Iteration 6 lambda =  0.2719885 
## Iteration 7 lambda =  0.2719512 
## Iteration 8 lambda =  0.2719437 
## Iteration 9 lambda =  0.2719422 
## Iteration 10 lambda =  0.2719419 
## Iteration 11 lambda =  0.2719419 
## Iteration 1 lambda =  0.3627875 
## Iteration 2 lambda =  0.235345 
## Iteration 3 lambda =  0.2098565 
## Iteration 4 lambda =  0.2047588 
## Iteration 5 lambda =  0.2037393 
## Iteration 6 lambda =  0.2035354 
## Iteration 7 lambda =  0.2034946 
## Iteration 8 lambda =  0.2034865 
## Iteration 9 lambda =  0.2034848 
## Iteration 10 lambda =  0.2034845 
## Iteration 11 lambda =  0.2034844 
## Iteration 1 lambda =  0.2970103 
## Iteration 2 lambda =  0.1564123 
## Iteration 3 lambda =  0.1282927 
## Iteration 4 lambda =  0.1226688 
## Iteration 5 lambda =  0.121544 
## Iteration 6 lambda =  0.1213191 
## Iteration 7 lambda =  0.1212741 
## Iteration 8 lambda =  0.1212651 
## Iteration 9 lambda =  0.1212633 
## Iteration 10 lambda =  0.1212629 
## Iteration 11 lambda =  0.1212628 
## Iteration 1 lambda =  0.4834599 
## Iteration 2 lambda =  0.3801519 
## Iteration 3 lambda =  0.3594903 
## Iteration 4 lambda =  0.355358 
## Iteration 5 lambda =  0.3545315 
## Iteration 6 lambda =  0.3543662 
## Iteration 7 lambda =  0.3543332 
## Iteration 8 lambda =  0.3543266 
## Iteration 9 lambda =  0.3543252 
## Iteration 10 lambda =  0.354325 
## Iteration 11 lambda =  0.3543249 
## Iteration 1 lambda =  0.3475771 
## Iteration 2 lambda =  0.2170925 
## Iteration 3 lambda =  0.1909956 
## Iteration 4 lambda =  0.1857762 
## Iteration 5 lambda =  0.1847323 
## Iteration 6 lambda =  0.1845236 
## Iteration 7 lambda =  0.1844818 
## Iteration 8 lambda =  0.1844734 
## Iteration 9 lambda =  0.1844718 
## Iteration 10 lambda =  0.1844714 
## Iteration 11 lambda =  0.1844714 
## Iteration 1 lambda =  0.4313949 
## Iteration 2 lambda =  0.3176738 
## Iteration 3 lambda =  0.2949296 
## Iteration 4 lambda =  0.2903808 
## Iteration 5 lambda =  0.289471 
## Iteration 6 lambda =  0.2892891 
## Iteration 7 lambda =  0.2892527 
## Iteration 8 lambda =  0.2892454 
## Iteration 9 lambda =  0.289244 
## Iteration 10 lambda =  0.2892437 
## Iteration 11 lambda =  0.2892436 
## Iteration 1 lambda =  0.4172863 
## Iteration 2 lambda =  0.3007436 
## Iteration 3 lambda =  0.277435 
## Iteration 4 lambda =  0.2727733 
## Iteration 5 lambda =  0.271841 
## Iteration 6 lambda =  0.2716545 
## Iteration 7 lambda =  0.2716172 
## Iteration 8 lambda =  0.2716098 
## Iteration 9 lambda =  0.2716083 
## Iteration 10 lambda =  0.271608 
## Iteration 11 lambda =  0.2716079 
## Iteration 1 lambda =  0.3320439 
## Iteration 2 lambda =  0.1984526 
## Iteration 3 lambda =  0.1717344 
## Iteration 4 lambda =  0.1663907 
## Iteration 5 lambda =  0.165322 
## Iteration 6 lambda =  0.1651083 
## Iteration 7 lambda =  0.1650655 
## Iteration 8 lambda =  0.165057 
## Iteration 9 lambda =  0.1650552 
## Iteration 10 lambda =  0.1650549 
## Iteration 11 lambda =  0.1650548 
## Iteration 1 lambda =  0.3611575 
## Iteration 2 lambda =  0.233389 
## Iteration 3 lambda =  0.2078353 
## Iteration 4 lambda =  0.2027245 
## Iteration 5 lambda =  0.2017024 
## Iteration 6 lambda =  0.201498 
## Iteration 7 lambda =  0.2014571 
## Iteration 8 lambda =  0.2014489 
## Iteration 9 lambda =  0.2014473 
## Iteration 10 lambda =  0.2014469 
## Iteration 11 lambda =  0.2014469 
## Iteration 1 lambda =  0.4019584 
## Iteration 2 lambda =  0.2823501 
## Iteration 3 lambda =  0.2584284 
## Iteration 4 lambda =  0.2536441 
## Iteration 5 lambda =  0.2526872 
## Iteration 6 lambda =  0.2524958 
## Iteration 7 lambda =  0.2524576 
## Iteration 8 lambda =  0.2524499 
## Iteration 9 lambda =  0.2524484 
## Iteration 10 lambda =  0.2524481 
## Iteration 11 lambda =  0.252448 
## Iteration 1 lambda =  0.3168886 
## Iteration 2 lambda =  0.1802663 
## Iteration 3 lambda =  0.1529419 
## Iteration 4 lambda =  0.147477 
## Iteration 5 lambda =  0.146384 
## Iteration 6 lambda =  0.1461654 
## Iteration 7 lambda =  0.1461217 
## Iteration 8 lambda =  0.1461129 
## Iteration 9 lambda =  0.1461112 
## Iteration 10 lambda =  0.1461108 
## Iteration 11 lambda =  0.1461108 
## Iteration 1 lambda =  0.3954756 
## Iteration 2 lambda =  0.2745707 
## Iteration 3 lambda =  0.2503897 
## Iteration 4 lambda =  0.2455535 
## Iteration 5 lambda =  0.2445863 
## Iteration 6 lambda =  0.2443928 
## Iteration 7 lambda =  0.2443541 
## Iteration 8 lambda =  0.2443464 
## Iteration 9 lambda =  0.2443448 
## Iteration 10 lambda =  0.2443445 
## Iteration 11 lambda =  0.2443445 
## Iteration 1 lambda =  0.3594399 
## Iteration 2 lambda =  0.2313278 
## Iteration 3 lambda =  0.2057054 
## Iteration 4 lambda =  0.2005809 
## Iteration 5 lambda =  0.199556 
## Iteration 6 lambda =  0.1993511 
## Iteration 7 lambda =  0.1993101 
## Iteration 8 lambda =  0.1993019 
## Iteration 9 lambda =  0.1993002 
## Iteration 10 lambda =  0.1992999 
## Iteration 11 lambda =  0.1992998 
## Iteration 1 lambda =  0.3453344 
## Iteration 2 lambda =  0.2144013 
## Iteration 3 lambda =  0.1882147 
## Iteration 4 lambda =  0.1829774 
## Iteration 5 lambda =  0.1819299 
## Iteration 6 lambda =  0.1817204 
## Iteration 7 lambda =  0.1816785 
## Iteration 8 lambda =  0.1816701 
## Iteration 9 lambda =  0.1816685 
## Iteration 10 lambda =  0.1816681 
## Iteration 11 lambda =  0.1816681 
## Iteration 1 lambda =  0.3481769 
## Iteration 2 lambda =  0.2178122 
## Iteration 3 lambda =  0.1917393 
## Iteration 4 lambda =  0.1865247 
## Iteration 5 lambda =  0.1854818 
## Iteration 6 lambda =  0.1852732 
## Iteration 7 lambda =  0.1852315 
## Iteration 8 lambda =  0.1852231 
## Iteration 9 lambda =  0.1852215 
## Iteration 10 lambda =  0.1852211 
## Iteration 11 lambda =  0.1852211 
## Iteration 1 lambda =  0.3476754 
## Iteration 2 lambda =  0.2172105 
## Iteration 3 lambda =  0.1911175 
## Iteration 4 lambda =  0.1858989 
## Iteration 5 lambda =  0.1848552 
## Iteration 6 lambda =  0.1846464 
## Iteration 7 lambda =  0.1846047 
## Iteration 8 lambda =  0.1845963 
## Iteration 9 lambda =  0.1845946 
## Iteration 10 lambda =  0.1845943 
## Iteration 11 lambda =  0.1845942 
## Iteration 1 lambda =  0.3567462 
## Iteration 2 lambda =  0.2280954 
## Iteration 3 lambda =  0.2023652 
## Iteration 4 lambda =  0.1972192 
## Iteration 5 lambda =  0.19619 
## Iteration 6 lambda =  0.1959842 
## Iteration 7 lambda =  0.195943 
## Iteration 8 lambda =  0.1959348 
## Iteration 9 lambda =  0.1959331 
## Iteration 10 lambda =  0.1959328 
## Iteration 11 lambda =  0.1959327 
## Iteration 1 lambda =  0.4331342 
## Iteration 2 lambda =  0.319761 
## Iteration 3 lambda =  0.2970864 
## Iteration 4 lambda =  0.2925515 
## Iteration 5 lambda =  0.2916445 
## Iteration 6 lambda =  0.2914631 
## Iteration 7 lambda =  0.2914268 
## Iteration 8 lambda =  0.2914196 
## Iteration 9 lambda =  0.2914181 
## Iteration 10 lambda =  0.2914178 
## Iteration 11 lambda =  0.2914178 
## Iteration 1 lambda =  0.3644306 
## Iteration 2 lambda =  0.2373167 
## Iteration 3 lambda =  0.211894 
## Iteration 4 lambda =  0.2068094 
## Iteration 5 lambda =  0.2057925 
## Iteration 6 lambda =  0.2055891 
## Iteration 7 lambda =  0.2055484 
## Iteration 8 lambda =  0.2055403 
## Iteration 9 lambda =  0.2055387 
## Iteration 10 lambda =  0.2055383 
## Iteration 11 lambda =  0.2055383 
## Iteration 1 lambda =  0.4100874 
## Iteration 2 lambda =  0.2921049 
## Iteration 3 lambda =  0.2685084 
## Iteration 4 lambda =  0.2637891 
## Iteration 5 lambda =  0.2628453 
## Iteration 6 lambda =  0.2626565 
## Iteration 7 lambda =  0.2626187 
## Iteration 8 lambda =  0.2626112 
## Iteration 9 lambda =  0.2626097 
## Iteration 10 lambda =  0.2626094 
## Iteration 11 lambda =  0.2626093 
## Iteration 1 lambda =  0.3513164 
## Iteration 2 lambda =  0.2215797 
## Iteration 3 lambda =  0.1956323 
## Iteration 4 lambda =  0.1904429 
## Iteration 5 lambda =  0.189405 
## Iteration 6 lambda =  0.1891974 
## Iteration 7 lambda =  0.1891559 
## Iteration 8 lambda =  0.1891476 
## Iteration 9 lambda =  0.1891459 
## Iteration 10 lambda =  0.1891456 
## Iteration 11 lambda =  0.1891455 
## Iteration 1 lambda =  0.3203453 
## Iteration 2 lambda =  0.1844144 
## Iteration 3 lambda =  0.1572282 
## Iteration 4 lambda =  0.151791 
## Iteration 5 lambda =  0.1507035 
## Iteration 6 lambda =  0.150486 
## Iteration 7 lambda =  0.1504425 
## Iteration 8 lambda =  0.1504338 
## Iteration 9 lambda =  0.1504321 
## Iteration 10 lambda =  0.1504318 
## Iteration 11 lambda =  0.1504317 
## Iteration 1 lambda =  0.3703186 
## Iteration 2 lambda =  0.2443823 
## Iteration 3 lambda =  0.2191951 
## Iteration 4 lambda =  0.2141576 
## Iteration 5 lambda =  0.2131501 
## Iteration 6 lambda =  0.2129486 
## Iteration 7 lambda =  0.2129083 
## Iteration 8 lambda =  0.2129003 
## Iteration 9 lambda =  0.2128987 
## Iteration 10 lambda =  0.2128983 
## Iteration 11 lambda =  0.2128983 
## Iteration 1 lambda =  0.4298429 
## Iteration 2 lambda =  0.3158115 
## Iteration 3 lambda =  0.2930053 
## Iteration 4 lambda =  0.288444 
## Iteration 5 lambda =  0.2875317 
## Iteration 6 lambda =  0.2873493 
## Iteration 7 lambda =  0.2873128 
## Iteration 8 lambda =  0.2873055 
## Iteration 9 lambda =  0.287304 
## Iteration 10 lambda =  0.2873038 
## Iteration 11 lambda =  0.2873037 
## Iteration 1 lambda =  0.4041427 
## Iteration 2 lambda =  0.2849713 
## Iteration 3 lambda =  0.261137 
## Iteration 4 lambda =  0.2563701 
## Iteration 5 lambda =  0.2554168 
## Iteration 6 lambda =  0.2552261 
## Iteration 7 lambda =  0.255188 
## Iteration 8 lambda =  0.2551803 
## Iteration 9 lambda =  0.2551788 
## Iteration 10 lambda =  0.2551785 
## Iteration 11 lambda =  0.2551784 
## Iteration 1 lambda =  0.3311167 
## Iteration 2 lambda =  0.19734 
## Iteration 3 lambda =  0.1705847 
## Iteration 4 lambda =  0.1652336 
## Iteration 5 lambda =  0.1641634 
## Iteration 6 lambda =  0.1639494 
## Iteration 7 lambda =  0.1639065 
## Iteration 8 lambda =  0.163898 
## Iteration 9 lambda =  0.1638963 
## Iteration 10 lambda =  0.1638959 
## Iteration 11 lambda =  0.1638959 
## Iteration 1 lambda =  0.4021049 
## Iteration 2 lambda =  0.2825258 
## Iteration 3 lambda =  0.25861 
## Iteration 4 lambda =  0.2538269 
## Iteration 5 lambda =  0.2528702 
## Iteration 6 lambda =  0.2526789 
## Iteration 7 lambda =  0.2526407 
## Iteration 8 lambda =  0.252633 
## Iteration 9 lambda =  0.2526315 
## Iteration 10 lambda =  0.2526312 
## Iteration 11 lambda =  0.2526311 
## Iteration 1 lambda =  0.3534588 
## Iteration 2 lambda =  0.2241506 
## Iteration 3 lambda =  0.198289 
## Iteration 4 lambda =  0.1931166 
## Iteration 5 lambda =  0.1920822 
## Iteration 6 lambda =  0.1918753 
## Iteration 7 lambda =  0.1918339 
## Iteration 8 lambda =  0.1918256 
## Iteration 9 lambda =  0.191824 
## Iteration 10 lambda =  0.1918236 
## Iteration 11 lambda =  0.1918236 
## Iteration 1 lambda =  0.4641632 
## Iteration 2 lambda =  0.3569958 
## Iteration 3 lambda =  0.3355623 
## Iteration 4 lambda =  0.3312756 
## Iteration 5 lambda =  0.3304183 
## Iteration 6 lambda =  0.3302468 
## Iteration 7 lambda =  0.3302125 
## Iteration 8 lambda =  0.3302057 
## Iteration 9 lambda =  0.3302043 
## Iteration 10 lambda =  0.330204 
## Iteration 11 lambda =  0.330204 
## Iteration 1 lambda =  0.3939124 
## Iteration 2 lambda =  0.2726948 
## Iteration 3 lambda =  0.2484513 
## Iteration 4 lambda =  0.2436026 
## Iteration 5 lambda =  0.2426329 
## Iteration 6 lambda =  0.2424389 
## Iteration 7 lambda =  0.2424001 
## Iteration 8 lambda =  0.2423924 
## Iteration 9 lambda =  0.2423908 
## Iteration 10 lambda =  0.2423905 
## Iteration 11 lambda =  0.2423905 
## Iteration 1 lambda =  0.3513576 
## Iteration 2 lambda =  0.2216291 
## Iteration 3 lambda =  0.1956834 
## Iteration 4 lambda =  0.1904943 
## Iteration 5 lambda =  0.1894565 
## Iteration 6 lambda =  0.1892489 
## Iteration 7 lambda =  0.1892074 
## Iteration 8 lambda =  0.1891991 
## Iteration 9 lambda =  0.1891974 
## Iteration 10 lambda =  0.1891971 
## Iteration 11 lambda =  0.189197 
## Iteration 1 lambda =  0.3150827 
## Iteration 2 lambda =  0.1780993 
## Iteration 3 lambda =  0.1507026 
## Iteration 4 lambda =  0.1452233 
## Iteration 5 lambda =  0.1441274 
## Iteration 6 lambda =  0.1439082 
## Iteration 7 lambda =  0.1438644 
## Iteration 8 lambda =  0.1438556 
## Iteration 9 lambda =  0.1438539 
## Iteration 10 lambda =  0.1438535 
## Iteration 11 lambda =  0.1438534 
## Iteration 1 lambda =  0.3273637 
## Iteration 2 lambda =  0.1928364 
## Iteration 3 lambda =  0.165931 
## Iteration 4 lambda =  0.1605499 
## Iteration 5 lambda =  0.1594737 
## Iteration 6 lambda =  0.1592584 
## Iteration 7 lambda =  0.1592154 
## Iteration 8 lambda =  0.1592068 
## Iteration 9 lambda =  0.1592051 
## Iteration 10 lambda =  0.1592047 
## Iteration 11 lambda =  0.1592046 
## Iteration 1 lambda =  0.3418347 
## Iteration 2 lambda =  0.2102016 
## Iteration 3 lambda =  0.183875 
## Iteration 4 lambda =  0.1786097 
## Iteration 5 lambda =  0.1775567 
## Iteration 6 lambda =  0.177346 
## Iteration 7 lambda =  0.1773039 
## Iteration 8 lambda =  0.1772955 
## Iteration 9 lambda =  0.1772938 
## Iteration 10 lambda =  0.1772935 
## Iteration 11 lambda =  0.1772934 
## Iteration 1 lambda =  0.37022 
## Iteration 2 lambda =  0.2442641 
## Iteration 3 lambda =  0.2190729 
## Iteration 4 lambda =  0.2140346 
## Iteration 5 lambda =  0.213027 
## Iteration 6 lambda =  0.2128254 
## Iteration 7 lambda =  0.2127851 
## Iteration 8 lambda =  0.2127771 
## Iteration 9 lambda =  0.2127755 
## Iteration 10 lambda =  0.2127751 
## Iteration 11 lambda =  0.2127751 
## Iteration 1 lambda =  0.3008464 
## Iteration 2 lambda =  0.1610157 
## Iteration 3 lambda =  0.1330495 
## Iteration 4 lambda =  0.1274563 
## Iteration 5 lambda =  0.1263377 
## Iteration 6 lambda =  0.1261139 
## Iteration 7 lambda =  0.1260692 
## Iteration 8 lambda =  0.1260602 
## Iteration 9 lambda =  0.1260585 
## Iteration 10 lambda =  0.1260581 
## Iteration 11 lambda =  0.126058 
## Iteration 1 lambda =  0.4650501 
## Iteration 2 lambda =  0.3580602 
## Iteration 3 lambda =  0.3366622 
## Iteration 4 lambda =  0.3323826 
## Iteration 5 lambda =  0.3315266 
## Iteration 6 lambda =  0.3313555 
## Iteration 7 lambda =  0.3313212 
## Iteration 8 lambda =  0.3313144 
## Iteration 9 lambda =  0.331313 
## Iteration 10 lambda =  0.3313127 
## Iteration 11 lambda =  0.3313127 
## Iteration 1 lambda =  0.4222328 
## Iteration 2 lambda =  0.3066794 
## Iteration 3 lambda =  0.2835687 
## Iteration 4 lambda =  0.2789465 
## Iteration 5 lambda =  0.2780221 
## Iteration 6 lambda =  0.2778372 
## Iteration 7 lambda =  0.2778003 
## Iteration 8 lambda =  0.2777929 
## Iteration 9 lambda =  0.2777914 
## Iteration 10 lambda =  0.2777911 
## Iteration 11 lambda =  0.277791 
## Iteration 1 lambda =  0.4646594 
## Iteration 2 lambda =  0.3575913 
## Iteration 3 lambda =  0.3361777 
## Iteration 4 lambda =  0.3318949 
## Iteration 5 lambda =  0.3310384 
## Iteration 6 lambda =  0.3308671 
## Iteration 7 lambda =  0.3308328 
## Iteration 8 lambda =  0.330826 
## Iteration 9 lambda =  0.3308246 
## Iteration 10 lambda =  0.3308243 
## Iteration 11 lambda =  0.3308243 
## Iteration 1 lambda =  0.3663318 
## Iteration 2 lambda =  0.2395981 
## Iteration 3 lambda =  0.2142514 
## Iteration 4 lambda =  0.209182 
## Iteration 5 lambda =  0.2081682 
## Iteration 6 lambda =  0.2079654 
## Iteration 7 lambda =  0.2079248 
## Iteration 8 lambda =  0.2079167 
## Iteration 9 lambda =  0.2079151 
## Iteration 10 lambda =  0.2079148 
## Iteration 11 lambda =  0.2079147 
## Iteration 1 lambda =  0.3211928 
## Iteration 2 lambda =  0.1854314 
## Iteration 3 lambda =  0.1582791 
## Iteration 4 lambda =  0.1528486 
## Iteration 5 lambda =  0.1517625 
## Iteration 6 lambda =  0.1515453 
## Iteration 7 lambda =  0.1515019 
## Iteration 8 lambda =  0.1514932 
## Iteration 9 lambda =  0.1514915 
## Iteration 10 lambda =  0.1514911 
## Iteration 11 lambda =  0.151491 
## Iteration 1 lambda =  0.3740591 
## Iteration 2 lambda =  0.248871 
## Iteration 3 lambda =  0.2238333 
## Iteration 4 lambda =  0.2188258 
## Iteration 5 lambda =  0.2178243 
## Iteration 6 lambda =  0.217624 
## Iteration 7 lambda =  0.2175839 
## Iteration 8 lambda =  0.2175759 
## Iteration 9 lambda =  0.2175743 
## Iteration 10 lambda =  0.217574 
## Iteration 11 lambda =  0.2175739 
## Iteration 1 lambda =  0.387787 
## Iteration 2 lambda =  0.2653445 
## Iteration 3 lambda =  0.2408559 
## Iteration 4 lambda =  0.2359582 
## Iteration 5 lambda =  0.2349787 
## Iteration 6 lambda =  0.2347828 
## Iteration 7 lambda =  0.2347436 
## Iteration 8 lambda =  0.2347358 
## Iteration 9 lambda =  0.2347342 
## Iteration 10 lambda =  0.2347339 
## Iteration 11 lambda =  0.2347338 
## Iteration 1 lambda =  0.3516097 
## Iteration 2 lambda =  0.2219317 
## Iteration 3 lambda =  0.1959961 
## Iteration 4 lambda =  0.1908089 
## Iteration 5 lambda =  0.1897715 
## Iteration 6 lambda =  0.189564 
## Iteration 7 lambda =  0.1895225 
## Iteration 8 lambda =  0.1895142 
## Iteration 9 lambda =  0.1895126 
## Iteration 10 lambda =  0.1895122 
## Iteration 11 lambda =  0.1895122 
## Iteration 1 lambda =  0.3649753 
## Iteration 2 lambda =  0.2379704 
## Iteration 3 lambda =  0.2125694 
## Iteration 4 lambda =  0.2074892 
## Iteration 5 lambda =  0.2064732 
## Iteration 6 lambda =  0.20627 
## Iteration 7 lambda =  0.2062293 
## Iteration 8 lambda =  0.2062212 
## Iteration 9 lambda =  0.2062196 
## Iteration 10 lambda =  0.2062192 
## Iteration 11 lambda =  0.2062192 
## Iteration 1 lambda =  0.3791017 
## Iteration 2 lambda =  0.2549221 
## Iteration 3 lambda =  0.2300862 
## Iteration 4 lambda =  0.225119 
## Iteration 5 lambda =  0.2241255 
## Iteration 6 lambda =  0.2239269 
## Iteration 7 lambda =  0.2238871 
## Iteration 8 lambda =  0.2238792 
## Iteration 9 lambda =  0.2238776 
## Iteration 10 lambda =  0.2238773 
## Iteration 11 lambda =  0.2238772 
## Iteration 1 lambda =  0.3091119 
## Iteration 2 lambda =  0.1709343 
## Iteration 3 lambda =  0.1432988 
## Iteration 4 lambda =  0.1377717 
## Iteration 5 lambda =  0.1366662 
## Iteration 6 lambda =  0.1364452 
## Iteration 7 lambda =  0.1364009 
## Iteration 8 lambda =  0.1363921 
## Iteration 9 lambda =  0.1363903 
## Iteration 10 lambda =  0.13639 
## Iteration 11 lambda =  0.1363899 
## Iteration 1 lambda =  0.373207 
## Iteration 2 lambda =  0.2478484 
## Iteration 3 lambda =  0.2227767 
## Iteration 4 lambda =  0.2177623 
## Iteration 5 lambda =  0.2167594 
## Iteration 6 lambda =  0.2165589 
## Iteration 7 lambda =  0.2165188 
## Iteration 8 lambda =  0.2165107 
## Iteration 9 lambda =  0.2165091 
## Iteration 10 lambda =  0.2165088 
## Iteration 11 lambda =  0.2165087 
## Iteration 1 lambda =  0.327931 
## Iteration 2 lambda =  0.1935172 
## Iteration 3 lambda =  0.1666345 
## Iteration 4 lambda =  0.1612579 
## Iteration 5 lambda =  0.1601826 
## Iteration 6 lambda =  0.1599675 
## Iteration 7 lambda =  0.1599245 
## Iteration 8 lambda =  0.1599159 
## Iteration 9 lambda =  0.1599142 
## Iteration 10 lambda =  0.1599139 
## Iteration 11 lambda =  0.1599138 
## Iteration 1 lambda =  0.3684978 
## Iteration 2 lambda =  0.2421974 
## Iteration 3 lambda =  0.2169373 
## Iteration 4 lambda =  0.2118853 
## Iteration 5 lambda =  0.2108749 
## Iteration 6 lambda =  0.2106728 
## Iteration 7 lambda =  0.2106324 
## Iteration 8 lambda =  0.2106243 
## Iteration 9 lambda =  0.2106227 
## Iteration 10 lambda =  0.2106223 
## Iteration 11 lambda =  0.2106223 
## Iteration 1 lambda =  0.4105233 
## Iteration 2 lambda =  0.292628 
## Iteration 3 lambda =  0.2690489 
## Iteration 4 lambda =  0.2643331 
## Iteration 5 lambda =  0.2633899 
## Iteration 6 lambda =  0.2632013 
## Iteration 7 lambda =  0.2631636 
## Iteration 8 lambda =  0.263156 
## Iteration 9 lambda =  0.2631545 
## Iteration 10 lambda =  0.2631542 
## Iteration 11 lambda =  0.2631542 
## Iteration 1 lambda =  0.4005593 
## Iteration 2 lambda =  0.2806711 
## Iteration 3 lambda =  0.2566935 
## Iteration 4 lambda =  0.2518979 
## Iteration 5 lambda =  0.2509388 
## Iteration 6 lambda =  0.250747 
## Iteration 7 lambda =  0.2507087 
## Iteration 8 lambda =  0.250701 
## Iteration 9 lambda =  0.2506994 
## Iteration 10 lambda =  0.2506991 
## Iteration 11 lambda =  0.2506991 
## Iteration 1 lambda =  0.2760952 
## Iteration 2 lambda =  0.1313142 
## Iteration 3 lambda =  0.102358 
## Iteration 4 lambda =  0.09656681 
## Iteration 5 lambda =  0.09540856 
## Iteration 6 lambda =  0.09517691 
## Iteration 7 lambda =  0.09513058 
## Iteration 8 lambda =  0.09512132 
## Iteration 9 lambda =  0.09511946 
## Iteration 10 lambda =  0.09511909 
## Iteration 11 lambda =  0.09511902 
## Iteration 1 lambda =  0.4443615 
## Iteration 2 lambda =  0.3332337 
## Iteration 3 lambda =  0.3110082 
## Iteration 4 lambda =  0.3065631 
## Iteration 5 lambda =  0.3056741 
## Iteration 6 lambda =  0.3054963 
## Iteration 7 lambda =  0.3054607 
## Iteration 8 lambda =  0.3054536 
## Iteration 9 lambda =  0.3054522 
## Iteration 10 lambda =  0.3054519 
## Iteration 11 lambda =  0.3054518 
## Iteration 1 lambda =  0.3277276 
## Iteration 2 lambda =  0.1932731 
## Iteration 3 lambda =  0.1663822 
## Iteration 4 lambda =  0.161004 
## Iteration 5 lambda =  0.1599284 
## Iteration 6 lambda =  0.1597132 
## Iteration 7 lambda =  0.1596702 
## Iteration 8 lambda =  0.1596616 
## Iteration 9 lambda =  0.1596599 
## Iteration 10 lambda =  0.1596595 
## Iteration 11 lambda =  0.1596595 
## Iteration 1 lambda =  0.3502438 
## Iteration 2 lambda =  0.2202925 
## Iteration 3 lambda =  0.1943023 
## Iteration 4 lambda =  0.1891042 
## Iteration 5 lambda =  0.1880646 
## Iteration 6 lambda =  0.1878567 
## Iteration 7 lambda =  0.1878151 
## Iteration 8 lambda =  0.1878068 
## Iteration 9 lambda =  0.1878051 
## Iteration 10 lambda =  0.1878048 
## Iteration 11 lambda =  0.1878048 
## Iteration 1 lambda =  0.3895638 
## Iteration 2 lambda =  0.2674766 
## Iteration 3 lambda =  0.2430591 
## Iteration 4 lambda =  0.2381756 
## Iteration 5 lambda =  0.237199 
## Iteration 6 lambda =  0.2370036 
## Iteration 7 lambda =  0.2369645 
## Iteration 8 lambda =  0.2369567 
## Iteration 9 lambda =  0.2369552 
## Iteration 10 lambda =  0.2369549 
## Iteration 11 lambda =  0.2369548 
## Iteration 1 lambda =  0.3873332 
## Iteration 2 lambda =  0.2647998 
## Iteration 3 lambda =  0.2402932 
## Iteration 4 lambda =  0.2353918 
## Iteration 5 lambda =  0.2344116 
## Iteration 6 lambda =  0.2342155 
## Iteration 7 lambda =  0.2341763 
## Iteration 8 lambda =  0.2341685 
## Iteration 9 lambda =  0.2341669 
## Iteration 10 lambda =  0.2341666 
## Iteration 11 lambda =  0.2341665 
## Iteration 1 lambda =  0.2849659 
## Iteration 2 lambda =  0.1419591 
## Iteration 3 lambda =  0.1133578 
## Iteration 4 lambda =  0.1076375 
## Iteration 5 lambda =  0.1064934 
## Iteration 6 lambda =  0.1062646 
## Iteration 7 lambda =  0.1062189 
## Iteration 8 lambda =  0.1062097 
## Iteration 9 lambda =  0.1062079 
## Iteration 10 lambda =  0.1062075 
## Iteration 11 lambda =  0.1062074 
## Iteration 1 lambda =  0.4559121 
## Iteration 2 lambda =  0.3470945 
## Iteration 3 lambda =  0.325331 
## Iteration 4 lambda =  0.3209783 
## Iteration 5 lambda =  0.3201077 
## Iteration 6 lambda =  0.3199336 
## Iteration 7 lambda =  0.3198988 
## Iteration 8 lambda =  0.3198918 
## Iteration 9 lambda =  0.3198904 
## Iteration 10 lambda =  0.3198902 
## Iteration 11 lambda =  0.3198901 
## Iteration 1 lambda =  0.3793368 
## Iteration 2 lambda =  0.2552042 
## Iteration 3 lambda =  0.2303777 
## Iteration 4 lambda =  0.2254124 
## Iteration 5 lambda =  0.2244193 
## Iteration 6 lambda =  0.2242207 
## Iteration 7 lambda =  0.224181 
## Iteration 8 lambda =  0.224173 
## Iteration 9 lambda =  0.2241715 
## Iteration 10 lambda =  0.2241711 
## Iteration 11 lambda =  0.2241711 
## Iteration 1 lambda =  0.4393051 
## Iteration 2 lambda =  0.3271661 
## Iteration 3 lambda =  0.3047383 
## Iteration 4 lambda =  0.3002528 
## Iteration 5 lambda =  0.2993557 
## Iteration 6 lambda =  0.2991762 
## Iteration 7 lambda =  0.2991404 
## Iteration 8 lambda =  0.2991332 
## Iteration 9 lambda =  0.2991318 
## Iteration 10 lambda =  0.2991315 
## Iteration 11 lambda =  0.2991314 
## Iteration 1 lambda =  0.4260865 
## Iteration 2 lambda =  0.3113039 
## Iteration 3 lambda =  0.2883473 
## Iteration 4 lambda =  0.283756 
## Iteration 5 lambda =  0.2828378 
## Iteration 6 lambda =  0.2826541 
## Iteration 7 lambda =  0.2826174 
## Iteration 8 lambda =  0.28261 
## Iteration 9 lambda =  0.2826086 
## Iteration 10 lambda =  0.2826083 
## Iteration 11 lambda =  0.2826082 
## Iteration 1 lambda =  0.4600936 
## Iteration 2 lambda =  0.3521123 
## Iteration 3 lambda =  0.3305161 
## Iteration 4 lambda =  0.3261968 
## Iteration 5 lambda =  0.325333 
## Iteration 6 lambda =  0.3251602 
## Iteration 7 lambda =  0.3251257 
## Iteration 8 lambda =  0.3251187 
## Iteration 9 lambda =  0.3251174 
## Iteration 10 lambda =  0.3251171 
## Iteration 11 lambda =  0.325117 
## Iteration 1 lambda =  0.296835 
## Iteration 2 lambda =  0.156202 
## Iteration 3 lambda =  0.1280754 
## Iteration 4 lambda =  0.1224501 
## Iteration 5 lambda =  0.121325 
## Iteration 6 lambda =  0.1211 
## Iteration 7 lambda =  0.121055 
## Iteration 8 lambda =  0.121046 
## Iteration 9 lambda =  0.1210442 
## Iteration 10 lambda =  0.1210439 
## Iteration 11 lambda =  0.1210438 
## Iteration 1 lambda =  0.3607719 
## Iteration 2 lambda =  0.2329263 
## Iteration 3 lambda =  0.2073571 
## Iteration 4 lambda =  0.2022433 
## Iteration 5 lambda =  0.2012205 
## Iteration 6 lambda =  0.201016 
## Iteration 7 lambda =  0.2009751 
## Iteration 8 lambda =  0.2009669 
## Iteration 9 lambda =  0.2009653 
## Iteration 10 lambda =  0.2009649 
## Iteration 11 lambda =  0.2009649 
## Iteration 1 lambda =  0.3354523 
## Iteration 2 lambda =  0.2025427 
## Iteration 3 lambda =  0.1759608 
## Iteration 4 lambda =  0.1706445 
## Iteration 5 lambda =  0.1695812 
## Iteration 6 lambda =  0.1693685 
## Iteration 7 lambda =  0.169326 
## Iteration 8 lambda =  0.1693175 
## Iteration 9 lambda =  0.1693158 
## Iteration 10 lambda =  0.1693154 
## Iteration 11 lambda =  0.1693154 
## Iteration 1 lambda =  0.3628983 
## Iteration 2 lambda =  0.235478 
## Iteration 3 lambda =  0.2099939 
## Iteration 4 lambda =  0.2048971 
## Iteration 5 lambda =  0.2038777 
## Iteration 6 lambda =  0.2036739 
## Iteration 7 lambda =  0.2036331 
## Iteration 8 lambda =  0.2036249 
## Iteration 9 lambda =  0.2036233 
## Iteration 10 lambda =  0.203623 
## Iteration 11 lambda =  0.2036229 
## Iteration 1 lambda =  0.3722573 
## Iteration 2 lambda =  0.2467088 
## Iteration 3 lambda =  0.2215991 
## Iteration 4 lambda =  0.2165772 
## Iteration 5 lambda =  0.2155728 
## Iteration 6 lambda =  0.2153719 
## Iteration 7 lambda =  0.2153317 
## Iteration 8 lambda =  0.2153237 
## Iteration 9 lambda =  0.2153221 
## Iteration 10 lambda =  0.2153217 
## Iteration 11 lambda =  0.2153217 
## Iteration 1 lambda =  0.3238715 
## Iteration 2 lambda =  0.1886458 
## Iteration 3 lambda =  0.1616006 
## Iteration 4 lambda =  0.1561916 
## Iteration 5 lambda =  0.1551098 
## Iteration 6 lambda =  0.1548934 
## Iteration 7 lambda =  0.1548502 
## Iteration 8 lambda =  0.1548415 
## Iteration 9 lambda =  0.1548398 
## Iteration 10 lambda =  0.1548394 
## Iteration 11 lambda =  0.1548394 
## Iteration 1 lambda =  0.306107 
## Iteration 2 lambda =  0.1673284 
## Iteration 3 lambda =  0.1395726 
## Iteration 4 lambda =  0.1340215 
## Iteration 5 lambda =  0.1329113 
## Iteration 6 lambda =  0.1326892 
## Iteration 7 lambda =  0.1326448 
## Iteration 8 lambda =  0.1326359 
## Iteration 9 lambda =  0.1326341 
## Iteration 10 lambda =  0.1326338 
## Iteration 11 lambda =  0.1326337 
## Iteration 1 lambda =  0.2772287 
## Iteration 2 lambda =  0.1326744 
## Iteration 3 lambda =  0.1037636 
## Iteration 4 lambda =  0.09798139 
## Iteration 5 lambda =  0.09682495 
## Iteration 6 lambda =  0.09659367 
## Iteration 7 lambda =  0.09654741 
## Iteration 8 lambda =  0.09653816 
## Iteration 9 lambda =  0.09653631 
## Iteration 10 lambda =  0.09653594 
## Iteration 11 lambda =  0.09653586 
## Iteration 1 lambda =  0.3243526 
## Iteration 2 lambda =  0.1892231 
## Iteration 3 lambda =  0.1621972 
## Iteration 4 lambda =  0.1567921 
## Iteration 5 lambda =  0.155711 
## Iteration 6 lambda =  0.1554948 
## Iteration 7 lambda =  0.1554516 
## Iteration 8 lambda =  0.1554429 
## Iteration 9 lambda =  0.1554412 
## Iteration 10 lambda =  0.1554408 
## Iteration 11 lambda =  0.1554408 
## Iteration 1 lambda =  0.4199091 
## Iteration 2 lambda =  0.303891 
## Iteration 3 lambda =  0.2806873 
## Iteration 4 lambda =  0.2760466 
## Iteration 5 lambda =  0.2751185 
## Iteration 6 lambda =  0.2749328 
## Iteration 7 lambda =  0.2748957 
## Iteration 8 lambda =  0.2748883 
## Iteration 9 lambda =  0.2748868 
## Iteration 10 lambda =  0.2748865 
## Iteration 11 lambda =  0.2748864 
## Iteration 1 lambda =  0.3518585 
## Iteration 2 lambda =  0.2222302 
## Iteration 3 lambda =  0.1963046 
## Iteration 4 lambda =  0.1911194 
## Iteration 5 lambda =  0.1900824 
## Iteration 6 lambda =  0.189875 
## Iteration 7 lambda =  0.1898335 
## Iteration 8 lambda =  0.1898252 
## Iteration 9 lambda =  0.1898236 
## Iteration 10 lambda =  0.1898232 
## Iteration 11 lambda =  0.1898232 
## Iteration 1 lambda =  0.3980159 
## Iteration 2 lambda =  0.2776191 
## Iteration 3 lambda =  0.2535398 
## Iteration 4 lambda =  0.2487239 
## Iteration 5 lambda =  0.2477607 
## Iteration 6 lambda =  0.2475681 
## Iteration 7 lambda =  0.2475296 
## Iteration 8 lambda =  0.2475219 
## Iteration 9 lambda =  0.2475203 
## Iteration 10 lambda =  0.24752 
## Iteration 11 lambda =  0.2475199 
## Iteration 1 lambda =  0.3528752 
## Iteration 2 lambda =  0.2234503 
## Iteration 3 lambda =  0.1975653 
## Iteration 4 lambda =  0.1923883 
## Iteration 5 lambda =  0.1913529 
## Iteration 6 lambda =  0.1911458 
## Iteration 7 lambda =  0.1911044 
## Iteration 8 lambda =  0.1910961 
## Iteration 9 lambda =  0.1910945 
## Iteration 10 lambda =  0.1910941 
## Iteration 11 lambda =  0.1910941 
## Iteration 1 lambda =  0.3809636 
## Iteration 2 lambda =  0.2571564 
## Iteration 3 lambda =  0.2323949 
## Iteration 4 lambda =  0.2274426 
## Iteration 5 lambda =  0.2264522 
## Iteration 6 lambda =  0.2262541 
## Iteration 7 lambda =  0.2262145 
## Iteration 8 lambda =  0.2262065 
## Iteration 9 lambda =  0.226205 
## Iteration 10 lambda =  0.2262046 
## Iteration 11 lambda =  0.2262046 
## Iteration 1 lambda =  0.3549332 
## Iteration 2 lambda =  0.2259198 
## Iteration 3 lambda =  0.2001172 
## Iteration 4 lambda =  0.1949566 
## Iteration 5 lambda =  0.1939245 
## Iteration 6 lambda =  0.1937181 
## Iteration 7 lambda =  0.1936768 
## Iteration 8 lambda =  0.1936685 
## Iteration 9 lambda =  0.1936669 
## Iteration 10 lambda =  0.1936666 
## Iteration 11 lambda =  0.1936665 
## Iteration 1 lambda =  0.4492964 
## Iteration 2 lambda =  0.3391557 
## Iteration 3 lambda =  0.3171276 
## Iteration 4 lambda =  0.312722 
## Iteration 5 lambda =  0.3118408 
## Iteration 6 lambda =  0.3116646 
## Iteration 7 lambda =  0.3116294 
## Iteration 8 lambda =  0.3116223 
## Iteration 9 lambda =  0.3116209 
## Iteration 10 lambda =  0.3116206 
## Iteration 11 lambda =  0.3116206 
## Iteration 1 lambda =  0.3345364 
## Iteration 2 lambda =  0.2014437 
## Iteration 3 lambda =  0.1748251 
## Iteration 4 lambda =  0.1695014 
## Iteration 5 lambda =  0.1684367 
## Iteration 6 lambda =  0.1682237 
## Iteration 7 lambda =  0.1681811 
## Iteration 8 lambda =  0.1681726 
## Iteration 9 lambda =  0.1681709 
## Iteration 10 lambda =  0.1681706 
## Iteration 11 lambda =  0.1681705 
## Iteration 1 lambda =  0.4132748 
## Iteration 2 lambda =  0.2959298 
## Iteration 3 lambda =  0.2724607 
## Iteration 4 lambda =  0.2677669 
## Iteration 5 lambda =  0.2668282 
## Iteration 6 lambda =  0.2666404 
## Iteration 7 lambda =  0.2666029 
## Iteration 8 lambda =  0.2665954 
## Iteration 9 lambda =  0.2665939 
## Iteration 10 lambda =  0.2665936 
## Iteration 11 lambda =  0.2665935 
## Iteration 1 lambda =  0.3670499 
## Iteration 2 lambda =  0.2404599 
## Iteration 3 lambda =  0.2151419 
## Iteration 4 lambda =  0.2100783 
## Iteration 5 lambda =  0.2090656 
## Iteration 6 lambda =  0.208863 
## Iteration 7 lambda =  0.2088225 
## Iteration 8 lambda =  0.2088144 
## Iteration 9 lambda =  0.2088128 
## Iteration 10 lambda =  0.2088125 
## Iteration 11 lambda =  0.2088124 
## Iteration 1 lambda =  0.3074151 
## Iteration 2 lambda =  0.1688981 
## Iteration 3 lambda =  0.1411948 
## Iteration 4 lambda =  0.1356541 
## Iteration 5 lambda =  0.1345459 
## Iteration 6 lambda =  0.1343243 
## Iteration 7 lambda =  0.13428 
## Iteration 8 lambda =  0.1342711 
## Iteration 9 lambda =  0.1342693 
## Iteration 10 lambda =  0.134269 
## Iteration 11 lambda =  0.1342689 
## Iteration 1 lambda =  0.4689842 
## Iteration 2 lambda =  0.3627811 
## Iteration 3 lambda =  0.3415404 
## Iteration 4 lambda =  0.3372923 
## Iteration 5 lambda =  0.3364427 
## Iteration 6 lambda =  0.3362727 
## Iteration 7 lambda =  0.3362388 
## Iteration 8 lambda =  0.336232 
## Iteration 9 lambda =  0.3362306 
## Iteration 10 lambda =  0.3362303 
## Iteration 11 lambda =  0.3362303 
## Iteration 1 lambda =  0.3209894 
## Iteration 2 lambda =  0.1851873 
## Iteration 3 lambda =  0.1580269 
## Iteration 4 lambda =  0.1525948 
## Iteration 5 lambda =  0.1515084 
## Iteration 6 lambda =  0.1512911 
## Iteration 7 lambda =  0.1512477 
## Iteration 8 lambda =  0.151239 
## Iteration 9 lambda =  0.1512372 
## Iteration 10 lambda =  0.1512369 
## Iteration 11 lambda =  0.1512368 
## Iteration 1 lambda =  0.4091418 
## Iteration 2 lambda =  0.2909702 
## Iteration 3 lambda =  0.2673359 
## Iteration 4 lambda =  0.262609 
## Iteration 5 lambda =  0.2616636 
## Iteration 6 lambda =  0.2614746 
## Iteration 7 lambda =  0.2614368 
## Iteration 8 lambda =  0.2614292 
## Iteration 9 lambda =  0.2614277 
## Iteration 10 lambda =  0.2614274 
## Iteration 11 lambda =  0.2614273 
## Iteration 1 lambda =  0.3773311 
## Iteration 2 lambda =  0.2527973 
## Iteration 3 lambda =  0.2278906 
## Iteration 4 lambda =  0.2229092 
## Iteration 5 lambda =  0.221913 
## Iteration 6 lambda =  0.2217137 
## Iteration 7 lambda =  0.2216739 
## Iteration 8 lambda =  0.2216659 
## Iteration 9 lambda =  0.2216643 
## Iteration 10 lambda =  0.221664 
## Iteration 11 lambda =  0.2216639 
## Iteration 1 lambda =  0.3724024 
## Iteration 2 lambda =  0.2468829 
## Iteration 3 lambda =  0.221779 
## Iteration 4 lambda =  0.2167582 
## Iteration 5 lambda =  0.215754 
## Iteration 6 lambda =  0.2155532 
## Iteration 7 lambda =  0.215513 
## Iteration 8 lambda =  0.215505 
## Iteration 9 lambda =  0.2155034 
## Iteration 10 lambda =  0.2155031 
## Iteration 11 lambda =  0.215503 
## Iteration 1 lambda =  0.4724998 
## Iteration 2 lambda =  0.3669997 
## Iteration 3 lambda =  0.3458997 
## Iteration 4 lambda =  0.3416797 
## Iteration 5 lambda =  0.3408357 
## Iteration 6 lambda =  0.3406669 
## Iteration 7 lambda =  0.3406331 
## Iteration 8 lambda =  0.3406264 
## Iteration 9 lambda =  0.340625 
## Iteration 10 lambda =  0.3406248 
## Iteration 11 lambda =  0.3406247 
## Iteration 1 lambda =  0.2928086 
## Iteration 2 lambda =  0.1513704 
## Iteration 3 lambda =  0.1230827 
## Iteration 4 lambda =  0.1174252 
## Iteration 5 lambda =  0.1162937 
## Iteration 6 lambda =  0.1160674 
## Iteration 7 lambda =  0.1160221 
## Iteration 8 lambda =  0.1160131 
## Iteration 9 lambda =  0.1160112 
## Iteration 10 lambda =  0.1160109 
## Iteration 11 lambda =  0.1160108 
## Iteration 1 lambda =  0.4263263 
## Iteration 2 lambda =  0.3115916 
## Iteration 3 lambda =  0.2886446 
## Iteration 4 lambda =  0.2840552 
## Iteration 5 lambda =  0.2831373 
## Iteration 6 lambda =  0.2829538 
## Iteration 7 lambda =  0.2829171 
## Iteration 8 lambda =  0.2829097 
## Iteration 9 lambda =  0.2829082 
## Iteration 10 lambda =  0.2829079 
## Iteration 11 lambda =  0.2829079 
## Iteration 1 lambda =  0.2910137 
## Iteration 2 lambda =  0.1492164 
## Iteration 3 lambda =  0.120857 
## Iteration 4 lambda =  0.1151851 
## Iteration 5 lambda =  0.1140507 
## Iteration 6 lambda =  0.1138238 
## Iteration 7 lambda =  0.1137785 
## Iteration 8 lambda =  0.1137694 
## Iteration 9 lambda =  0.1137676 
## Iteration 10 lambda =  0.1137672 
## Iteration 11 lambda =  0.1137671 
## Iteration 1 lambda =  0.3015231 
## Iteration 2 lambda =  0.1618278 
## Iteration 3 lambda =  0.1338887 
## Iteration 4 lambda =  0.1283009 
## Iteration 5 lambda =  0.1271833 
## Iteration 6 lambda =  0.1269598 
## Iteration 7 lambda =  0.1269151 
## Iteration 8 lambda =  0.1269062 
## Iteration 9 lambda =  0.1269044 
## Iteration 10 lambda =  0.126904 
## Iteration 11 lambda =  0.126904 
## Iteration 1 lambda =  0.3053488 
## Iteration 2 lambda =  0.1664186 
## Iteration 3 lambda =  0.1386325 
## Iteration 4 lambda =  0.1330753 
## Iteration 5 lambda =  0.1319639 
## Iteration 6 lambda =  0.1317416 
## Iteration 7 lambda =  0.1316971 
## Iteration 8 lambda =  0.1316882 
## Iteration 9 lambda =  0.1316864 
## Iteration 10 lambda =  0.1316861 
## Iteration 11 lambda =  0.131686 
## Iteration 1 lambda =  0.3586266 
## Iteration 2 lambda =  0.2303519 
## Iteration 3 lambda =  0.2046969 
## Iteration 4 lambda =  0.1995659 
## Iteration 5 lambda =  0.1985397 
## Iteration 6 lambda =  0.1983345 
## Iteration 7 lambda =  0.1982935 
## Iteration 8 lambda =  0.1982853 
## Iteration 9 lambda =  0.1982836 
## Iteration 10 lambda =  0.1982833 
## Iteration 11 lambda =  0.1982832 
## Iteration 1 lambda =  0.3825671 
## Iteration 2 lambda =  0.2590806 
## Iteration 3 lambda =  0.2343832 
## Iteration 4 lambda =  0.2294438 
## Iteration 5 lambda =  0.2284559 
## Iteration 6 lambda =  0.2282583 
## Iteration 7 lambda =  0.2282188 
## Iteration 8 lambda =  0.2282109 
## Iteration 9 lambda =  0.2282093 
## Iteration 10 lambda =  0.228209 
## Iteration 11 lambda =  0.2282089 
## Iteration 1 lambda =  0.3442463 
## Iteration 2 lambda =  0.2130956 
## Iteration 3 lambda =  0.1868654 
## Iteration 4 lambda =  0.1816194 
## Iteration 5 lambda =  0.1805702 
## Iteration 6 lambda =  0.1803604 
## Iteration 7 lambda =  0.1803184 
## Iteration 8 lambda =  0.18031 
## Iteration 9 lambda =  0.1803083 
## Iteration 10 lambda =  0.180308 
## Iteration 11 lambda =  0.1803079 
## Iteration 1 lambda =  0.3634026 
## Iteration 2 lambda =  0.2360831 
## Iteration 3 lambda =  0.2106192 
## Iteration 4 lambda =  0.2055264 
## Iteration 5 lambda =  0.2045079 
## Iteration 6 lambda =  0.2043042 
## Iteration 7 lambda =  0.2042634 
## Iteration 8 lambda =  0.2042553 
## Iteration 9 lambda =  0.2042536 
## Iteration 10 lambda =  0.2042533 
## Iteration 11 lambda =  0.2042532 
## Iteration 1 lambda =  0.3959134 
## Iteration 2 lambda =  0.2750961 
## Iteration 3 lambda =  0.2509326 
## Iteration 4 lambda =  0.2460999 
## Iteration 5 lambda =  0.2451334 
## Iteration 6 lambda =  0.2449401 
## Iteration 7 lambda =  0.2449014 
## Iteration 8 lambda =  0.2448937 
## Iteration 9 lambda =  0.2448921 
## Iteration 10 lambda =  0.2448918 
## Iteration 11 lambda =  0.2448918 
## Iteration 1 lambda =  0.4069336 
## Iteration 2 lambda =  0.2883203 
## Iteration 3 lambda =  0.2645977 
## Iteration 4 lambda =  0.2598531 
## Iteration 5 lambda =  0.2589042 
## Iteration 6 lambda =  0.2587144 
## Iteration 7 lambda =  0.2586765 
## Iteration 8 lambda =  0.2586689 
## Iteration 9 lambda =  0.2586674 
## Iteration 10 lambda =  0.2586671 
## Iteration 11 lambda =  0.258667 
## Iteration 1 lambda =  0.4354378 
## Iteration 2 lambda =  0.3225253 
## Iteration 3 lambda =  0.2999428 
## Iteration 4 lambda =  0.2954263 
## Iteration 5 lambda =  0.294523 
## Iteration 6 lambda =  0.2943424 
## Iteration 7 lambda =  0.2943062 
## Iteration 8 lambda =  0.294299 
## Iteration 9 lambda =  0.2942976 
## Iteration 10 lambda =  0.2942973 
## Iteration 11 lambda =  0.2942972 
## Iteration 1 lambda =  0.3237053 
## Iteration 2 lambda =  0.1884464 
## Iteration 3 lambda =  0.1613946 
## Iteration 4 lambda =  0.1559843 
## Iteration 5 lambda =  0.1549022 
## Iteration 6 lambda =  0.1546858 
## Iteration 7 lambda =  0.1546425 
## Iteration 8 lambda =  0.1546338 
## Iteration 9 lambda =  0.1546321 
## Iteration 10 lambda =  0.1546318 
## Iteration 11 lambda =  0.1546317 
## Iteration 1 lambda =  0.3443234 
## Iteration 2 lambda =  0.213188 
## Iteration 3 lambda =  0.186961 
## Iteration 4 lambda =  0.1817155 
## Iteration 5 lambda =  0.1806665 
## Iteration 6 lambda =  0.1804566 
## Iteration 7 lambda =  0.1804147 
## Iteration 8 lambda =  0.1804063 
## Iteration 9 lambda =  0.1804046 
## Iteration 10 lambda =  0.1804043 
## Iteration 11 lambda =  0.1804042 
## Iteration 1 lambda =  0.5330711 
## Iteration 2 lambda =  0.4396853 
## Iteration 3 lambda =  0.4210082 
## Iteration 4 lambda =  0.4172727 
## Iteration 5 lambda =  0.4165257 
## Iteration 6 lambda =  0.4163762 
## Iteration 7 lambda =  0.4163464 
## Iteration 8 lambda =  0.4163404 
## Iteration 9 lambda =  0.4163392 
## Iteration 10 lambda =  0.4163389 
## Iteration 11 lambda =  0.4163389 
## Iteration 1 lambda =  0.2836783 
## Iteration 2 lambda =  0.140414 
## Iteration 3 lambda =  0.1117611 
## Iteration 4 lambda =  0.1060305 
## Iteration 5 lambda =  0.1048844 
## Iteration 6 lambda =  0.1046552 
## Iteration 7 lambda =  0.1046093 
## Iteration 8 lambda =  0.1046002 
## Iteration 9 lambda =  0.1045983 
## Iteration 10 lambda =  0.104598 
## Iteration 11 lambda =  0.1045979 
## Iteration 1 lambda =  0.4827999 
## Iteration 2 lambda =  0.3793599 
## Iteration 3 lambda =  0.3586719 
## Iteration 4 lambda =  0.3545343 
## Iteration 5 lambda =  0.3537068 
## Iteration 6 lambda =  0.3535413 
## Iteration 7 lambda =  0.3535082 
## Iteration 8 lambda =  0.3535015 
## Iteration 9 lambda =  0.3535002 
## Iteration 10 lambda =  0.3534999 
## Iteration 11 lambda =  0.3534999 
## Iteration 1 lambda =  0.3569718 
## Iteration 2 lambda =  0.2283662 
## Iteration 3 lambda =  0.202645 
## Iteration 4 lambda =  0.1975008 
## Iteration 5 lambda =  0.196472 
## Iteration 6 lambda =  0.1962662 
## Iteration 7 lambda =  0.196225 
## Iteration 8 lambda =  0.1962168 
## Iteration 9 lambda =  0.1962152 
## Iteration 10 lambda =  0.1962148 
## Iteration 11 lambda =  0.1962148 
## Iteration 1 lambda =  0.3605903 
## Iteration 2 lambda =  0.2327084 
## Iteration 3 lambda =  0.207132 
## Iteration 4 lambda =  0.2020167 
## Iteration 5 lambda =  0.2009937 
## Iteration 6 lambda =  0.2007891 
## Iteration 7 lambda =  0.2007481 
## Iteration 8 lambda =  0.20074 
## Iteration 9 lambda =  0.2007383 
## Iteration 10 lambda =  0.200738 
## Iteration 11 lambda =  0.2007379 
## Iteration 1 lambda =  0.3291084 
## Iteration 2 lambda =  0.1949301 
## Iteration 3 lambda =  0.1680944 
## Iteration 4 lambda =  0.1627273 
## Iteration 5 lambda =  0.1616539 
## Iteration 6 lambda =  0.1614392 
## Iteration 7 lambda =  0.1613962 
## Iteration 8 lambda =  0.1613877 
## Iteration 9 lambda =  0.1613859 
## Iteration 10 lambda =  0.1613856 
## Iteration 11 lambda =  0.1613855 
## Iteration 1 lambda =  0.3895258 
## Iteration 2 lambda =  0.2674309 
## Iteration 3 lambda =  0.243012 
## Iteration 4 lambda =  0.2381282 
## Iteration 5 lambda =  0.2371514 
## Iteration 6 lambda =  0.2369561 
## Iteration 7 lambda =  0.236917 
## Iteration 8 lambda =  0.2369092 
## Iteration 9 lambda =  0.2369076 
## Iteration 10 lambda =  0.2369073 
## Iteration 11 lambda =  0.2369072 
## Iteration 1 lambda =  0.3257845 
## Iteration 2 lambda =  0.1909414 
## Iteration 3 lambda =  0.1639728 
## Iteration 4 lambda =  0.1585791 
## Iteration 5 lambda =  0.1575003 
## Iteration 6 lambda =  0.1572846 
## Iteration 7 lambda =  0.1572414 
## Iteration 8 lambda =  0.1572328 
## Iteration 9 lambda =  0.1572311 
## Iteration 10 lambda =  0.1572307 
## Iteration 11 lambda =  0.1572307 
## Iteration 1 lambda =  0.3990861 
## Iteration 2 lambda =  0.2789033 
## Iteration 3 lambda =  0.2548667 
## Iteration 4 lambda =  0.2500594 
## Iteration 5 lambda =  0.2490979 
## Iteration 6 lambda =  0.2489056 
## Iteration 7 lambda =  0.2488672 
## Iteration 8 lambda =  0.2488595 
## Iteration 9 lambda =  0.248858 
## Iteration 10 lambda =  0.2488576 
## Iteration 11 lambda =  0.2488576 
## Iteration 1 lambda =  0.3390245 
## Iteration 2 lambda =  0.2068294 
## Iteration 3 lambda =  0.1803904 
## Iteration 4 lambda =  0.1751025 
## Iteration 5 lambda =  0.174045 
## Iteration 6 lambda =  0.1738335 
## Iteration 7 lambda =  0.1737912 
## Iteration 8 lambda =  0.1737827 
## Iteration 9 lambda =  0.173781 
## Iteration 10 lambda =  0.1737807 
## Iteration 11 lambda =  0.1737806 
## Iteration 1 lambda =  0.3909194 
## Iteration 2 lambda =  0.2691032 
## Iteration 3 lambda =  0.24474 
## Iteration 4 lambda =  0.2398674 
## Iteration 5 lambda =  0.2388928 
## Iteration 6 lambda =  0.2386979 
## Iteration 7 lambda =  0.238659 
## Iteration 8 lambda =  0.2386512 
## Iteration 9 lambda =  0.2386496 
## Iteration 10 lambda =  0.2386493 
## Iteration 11 lambda =  0.2386492 
## Iteration 1 lambda =  0.4137112 
## Iteration 2 lambda =  0.2964534 
## Iteration 3 lambda =  0.2730019 
## Iteration 4 lambda =  0.2683115 
## Iteration 5 lambda =  0.2673735 
## Iteration 6 lambda =  0.2671859 
## Iteration 7 lambda =  0.2671483 
## Iteration 8 lambda =  0.2671408 
## Iteration 9 lambda =  0.2671393 
## Iteration 10 lambda =  0.267139 
## Iteration 11 lambda =  0.267139 
## Iteration 1 lambda =  0.3475003 
## Iteration 2 lambda =  0.2170004 
## Iteration 3 lambda =  0.1909004 
## Iteration 4 lambda =  0.1856804 
## Iteration 5 lambda =  0.1846364 
## Iteration 6 lambda =  0.1844276 
## Iteration 7 lambda =  0.1843858 
## Iteration 8 lambda =  0.1843775 
## Iteration 9 lambda =  0.1843758 
## Iteration 10 lambda =  0.1843754 
## Iteration 11 lambda =  0.1843754 
## Iteration 1 lambda =  0.3849148 
## Iteration 2 lambda =  0.2618977 
## Iteration 3 lambda =  0.2372943 
## Iteration 4 lambda =  0.2323736 
## Iteration 5 lambda =  0.2313895 
## Iteration 6 lambda =  0.2311927 
## Iteration 7 lambda =  0.2311533 
## Iteration 8 lambda =  0.2311454 
## Iteration 9 lambda =  0.2311439 
## Iteration 10 lambda =  0.2311436 
## Iteration 11 lambda =  0.2311435 
## Iteration 1 lambda =  0.4478756 
## Iteration 2 lambda =  0.3374507 
## Iteration 3 lambda =  0.3153657 
## Iteration 4 lambda =  0.3109488 
## Iteration 5 lambda =  0.3100654 
## Iteration 6 lambda =  0.3098887 
## Iteration 7 lambda =  0.3098533 
## Iteration 8 lambda =  0.3098463 
## Iteration 9 lambda =  0.3098449 
## Iteration 10 lambda =  0.3098446 
## Iteration 11 lambda =  0.3098445 
## Iteration 1 lambda =  0.3640196 
## Iteration 2 lambda =  0.2368235 
## Iteration 3 lambda =  0.2113843 
## Iteration 4 lambda =  0.2062964 
## Iteration 5 lambda =  0.2052789 
## Iteration 6 lambda =  0.2050754 
## Iteration 7 lambda =  0.2050346 
## Iteration 8 lambda =  0.2050265 
## Iteration 9 lambda =  0.2050249 
## Iteration 10 lambda =  0.2050246 
## Iteration 11 lambda =  0.2050245 
## Iteration 1 lambda =  0.2900267 
## Iteration 2 lambda =  0.1480321 
## Iteration 3 lambda =  0.1196331 
## Iteration 4 lambda =  0.1139534 
## Iteration 5 lambda =  0.1128174 
## Iteration 6 lambda =  0.1125902 
## Iteration 7 lambda =  0.1125448 
## Iteration 8 lambda =  0.1125357 
## Iteration 9 lambda =  0.1125339 
## Iteration 10 lambda =  0.1125335 
## Iteration 11 lambda =  0.1125334 
## Iteration 1 lambda =  0.3727342 
## Iteration 2 lambda =  0.2472811 
## Iteration 3 lambda =  0.2221905 
## Iteration 4 lambda =  0.2171723 
## Iteration 5 lambda =  0.2161687 
## Iteration 6 lambda =  0.215968 
## Iteration 7 lambda =  0.2159278 
## Iteration 8 lambda =  0.2159198 
## Iteration 9 lambda =  0.2159182 
## Iteration 10 lambda =  0.2159179 
## Iteration 11 lambda =  0.2159178 
## Iteration 1 lambda =  0.4512652 
## Iteration 2 lambda =  0.3415183 
## Iteration 3 lambda =  0.3195689 
## Iteration 4 lambda =  0.315179 
## Iteration 5 lambda =  0.314301 
## Iteration 6 lambda =  0.3141254 
## Iteration 7 lambda =  0.3140903 
## Iteration 8 lambda =  0.3140833 
## Iteration 9 lambda =  0.3140819 
## Iteration 10 lambda =  0.3140816 
## Iteration 11 lambda =  0.3140816 
## Iteration 1 lambda =  0.4379659 
## Iteration 2 lambda =  0.3255591 
## Iteration 3 lambda =  0.3030778 
## Iteration 4 lambda =  0.2985815 
## Iteration 5 lambda =  0.2976822 
## Iteration 6 lambda =  0.2975024 
## Iteration 7 lambda =  0.2974664 
## Iteration 8 lambda =  0.2974592 
## Iteration 9 lambda =  0.2974578 
## Iteration 10 lambda =  0.2974575 
## Iteration 11 lambda =  0.2974574 
## Iteration 1 lambda =  0.5293559 
## Iteration 2 lambda =  0.4352271 
## Iteration 3 lambda =  0.4164013 
## Iteration 4 lambda =  0.4126362 
## Iteration 5 lambda =  0.4118831 
## Iteration 6 lambda =  0.4117325 
## Iteration 7 lambda =  0.4117024 
## Iteration 8 lambda =  0.4116964 
## Iteration 9 lambda =  0.4116952 
## Iteration 10 lambda =  0.4116949 
## Iteration 11 lambda =  0.4116949 
## Iteration 1 lambda =  0.3792964 
## Iteration 2 lambda =  0.2551557 
## Iteration 3 lambda =  0.2303276 
## Iteration 4 lambda =  0.225362 
## Iteration 5 lambda =  0.2243688 
## Iteration 6 lambda =  0.2241702 
## Iteration 7 lambda =  0.2241305 
## Iteration 8 lambda =  0.2241225 
## Iteration 9 lambda =  0.2241209 
## Iteration 10 lambda =  0.2241206 
## Iteration 11 lambda =  0.2241206 
## Iteration 1 lambda =  0.3750245 
## Iteration 2 lambda =  0.2500294 
## Iteration 3 lambda =  0.2250304 
## Iteration 4 lambda =  0.2200306 
## Iteration 5 lambda =  0.2190306 
## Iteration 6 lambda =  0.2188307 
## Iteration 7 lambda =  0.2187907 
## Iteration 8 lambda =  0.2187827 
## Iteration 9 lambda =  0.2187811 
## Iteration 10 lambda =  0.2187807 
## Iteration 11 lambda =  0.2187807 
## Iteration 1 lambda =  0.3447501 
## Iteration 2 lambda =  0.2137001 
## Iteration 3 lambda =  0.1874901 
## Iteration 4 lambda =  0.1822481 
## Iteration 5 lambda =  0.1811997 
## Iteration 6 lambda =  0.1809901 
## Iteration 7 lambda =  0.1809481 
## Iteration 8 lambda =  0.1809397 
## Iteration 9 lambda =  0.1809381 
## Iteration 10 lambda =  0.1809377 
## Iteration 11 lambda =  0.1809377 
## Iteration 1 lambda =  0.3662364 
## Iteration 2 lambda =  0.2394837 
## Iteration 3 lambda =  0.2141332 
## Iteration 4 lambda =  0.209063 
## Iteration 5 lambda =  0.208049 
## Iteration 6 lambda =  0.2078462 
## Iteration 7 lambda =  0.2078057 
## Iteration 8 lambda =  0.2077975 
## Iteration 9 lambda =  0.2077959 
## Iteration 10 lambda =  0.2077956 
## Iteration 11 lambda =  0.2077955 
## Iteration 1 lambda =  0.2966511 
## Iteration 2 lambda =  0.1559814 
## Iteration 3 lambda =  0.1278474 
## Iteration 4 lambda =  0.1222206 
## Iteration 5 lambda =  0.1210953 
## Iteration 6 lambda =  0.1208702 
## Iteration 7 lambda =  0.1208252 
## Iteration 8 lambda =  0.1208162 
## Iteration 9 lambda =  0.1208144 
## Iteration 10 lambda =  0.120814 
## Iteration 11 lambda =  0.120814 
## Iteration 1 lambda =  0.362209 
## Iteration 2 lambda =  0.2346508 
## Iteration 3 lambda =  0.2091392 
## Iteration 4 lambda =  0.2040368 
## Iteration 5 lambda =  0.2030164 
## Iteration 6 lambda =  0.2028123 
## Iteration 7 lambda =  0.2027715 
## Iteration 8 lambda =  0.2027633 
## Iteration 9 lambda =  0.2027617 
## Iteration 10 lambda =  0.2027613 
## Iteration 11 lambda =  0.2027613 
## Iteration 1 lambda =  0.3991581 
## Iteration 2 lambda =  0.2789897 
## Iteration 3 lambda =  0.254956 
## Iteration 4 lambda =  0.2501493 
## Iteration 5 lambda =  0.2491879 
## Iteration 6 lambda =  0.2489957 
## Iteration 7 lambda =  0.2489572 
## Iteration 8 lambda =  0.2489495 
## Iteration 9 lambda =  0.248948 
## Iteration 10 lambda =  0.2489477 
## Iteration 11 lambda =  0.2489476 
## Iteration 1 lambda =  0.4529161 
## Iteration 2 lambda =  0.3434994 
## Iteration 3 lambda =  0.321616 
## Iteration 4 lambda =  0.3172393 
## Iteration 5 lambda =  0.316364 
## Iteration 6 lambda =  0.3161889 
## Iteration 7 lambda =  0.3161539 
## Iteration 8 lambda =  0.3161469 
## Iteration 9 lambda =  0.3161455 
## Iteration 10 lambda =  0.3161452 
## Iteration 11 lambda =  0.3161452 
## Iteration 1 lambda =  0.3973614 
## Iteration 2 lambda =  0.2768337 
## Iteration 3 lambda =  0.2527281 
## Iteration 4 lambda =  0.247907 
## Iteration 5 lambda =  0.2469428 
## Iteration 6 lambda =  0.2467499 
## Iteration 7 lambda =  0.2467114 
## Iteration 8 lambda =  0.2467037 
## Iteration 9 lambda =  0.2467021 
## Iteration 10 lambda =  0.2467018 
## Iteration 11 lambda =  0.2467017 
## Iteration 1 lambda =  0.3332175 
## Iteration 2 lambda =  0.199861 
## Iteration 3 lambda =  0.1731897 
## Iteration 4 lambda =  0.1678554 
## Iteration 5 lambda =  0.1667885 
## Iteration 6 lambda =  0.1665752 
## Iteration 7 lambda =  0.1665325 
## Iteration 8 lambda =  0.166524 
## Iteration 9 lambda =  0.1665223 
## Iteration 10 lambda =  0.1665219 
## Iteration 11 lambda =  0.1665218 
## Iteration 1 lambda =  0.3580731 
## Iteration 2 lambda =  0.2296877 
## Iteration 3 lambda =  0.2040106 
## Iteration 4 lambda =  0.1988752 
## Iteration 5 lambda =  0.1978481 
## Iteration 6 lambda =  0.1976427 
## Iteration 7 lambda =  0.1976016 
## Iteration 8 lambda =  0.1975934 
## Iteration 9 lambda =  0.1975917 
## Iteration 10 lambda =  0.1975914 
## Iteration 11 lambda =  0.1975913 
## Iteration 1 lambda =  0.407772 
## Iteration 2 lambda =  0.2893264 
## Iteration 3 lambda =  0.2656373 
## Iteration 4 lambda =  0.2608995 
## Iteration 5 lambda =  0.2599519 
## Iteration 6 lambda =  0.2597624 
## Iteration 7 lambda =  0.2597245 
## Iteration 8 lambda =  0.2597169 
## Iteration 9 lambda =  0.2597154 
## Iteration 10 lambda =  0.2597151 
## Iteration 11 lambda =  0.259715 
## Iteration 1 lambda =  0.4504207 
## Iteration 2 lambda =  0.3405049 
## Iteration 3 lambda =  0.3185217 
## Iteration 4 lambda =  0.3141251 
## Iteration 5 lambda =  0.3132457 
## Iteration 6 lambda =  0.3130699 
## Iteration 7 lambda =  0.3130347 
## Iteration 8 lambda =  0.3130277 
## Iteration 9 lambda =  0.3130263 
## Iteration 10 lambda =  0.313026 
## Iteration 11 lambda =  0.3130259 
## Iteration 1 lambda =  0.4608166 
## Iteration 2 lambda =  0.3529799 
## Iteration 3 lambda =  0.3314125 
## Iteration 4 lambda =  0.3270991 
## Iteration 5 lambda =  0.3262364 
## Iteration 6 lambda =  0.3260638 
## Iteration 7 lambda =  0.3260293 
## Iteration 8 lambda =  0.3260224 
## Iteration 9 lambda =  0.3260211 
## Iteration 10 lambda =  0.3260208 
## Iteration 11 lambda =  0.3260207 
## Iteration 1 lambda =  0.3415192 
## Iteration 2 lambda =  0.209823 
## Iteration 3 lambda =  0.1834838 
## Iteration 4 lambda =  0.1782159 
## Iteration 5 lambda =  0.1771624 
## Iteration 6 lambda =  0.1769516 
## Iteration 7 lambda =  0.1769095 
## Iteration 8 lambda =  0.1769011 
## Iteration 9 lambda =  0.1768994 
## Iteration 10 lambda =  0.176899 
## Iteration 11 lambda =  0.176899 
## Iteration 1 lambda =  0.4804075 
## Iteration 2 lambda =  0.376489 
## Iteration 3 lambda =  0.3557053 
## Iteration 4 lambda =  0.3515486 
## Iteration 5 lambda =  0.3507172 
## Iteration 6 lambda =  0.350551 
## Iteration 7 lambda =  0.3505177 
## Iteration 8 lambda =  0.3505111 
## Iteration 9 lambda =  0.3505097 
## Iteration 10 lambda =  0.3505095 
## Iteration 11 lambda =  0.3505094 
## Iteration 1 lambda =  0.3622505 
## Iteration 2 lambda =  0.2347006 
## Iteration 3 lambda =  0.2091906 
## Iteration 4 lambda =  0.2040886 
## Iteration 5 lambda =  0.2030682 
## Iteration 6 lambda =  0.2028641 
## Iteration 7 lambda =  0.2028233 
## Iteration 8 lambda =  0.2028151 
## Iteration 9 lambda =  0.2028135 
## Iteration 10 lambda =  0.2028132 
## Iteration 11 lambda =  0.2028131 
## Iteration 1 lambda =  0.347688 
## Iteration 2 lambda =  0.2172256 
## Iteration 3 lambda =  0.1911331 
## Iteration 4 lambda =  0.1859146 
## Iteration 5 lambda =  0.1848709 
## Iteration 6 lambda =  0.1846621 
## Iteration 7 lambda =  0.1846204 
## Iteration 8 lambda =  0.1846121 
## Iteration 9 lambda =  0.1846104 
## Iteration 10 lambda =  0.18461 
## Iteration 11 lambda =  0.18461 
## Iteration 1 lambda =  0.3217256 
## Iteration 2 lambda =  0.1860707 
## Iteration 3 lambda =  0.1589398 
## Iteration 4 lambda =  0.1535136 
## Iteration 5 lambda =  0.1524283 
## Iteration 6 lambda =  0.1522113 
## Iteration 7 lambda =  0.1521679 
## Iteration 8 lambda =  0.1521592 
## Iteration 9 lambda =  0.1521574 
## Iteration 10 lambda =  0.1521571 
## Iteration 11 lambda =  0.152157 
## Iteration 1 lambda =  0.324445 
## Iteration 2 lambda =  0.1893339 
## Iteration 3 lambda =  0.1623117 
## Iteration 4 lambda =  0.1569073 
## Iteration 5 lambda =  0.1558264 
## Iteration 6 lambda =  0.1556102 
## Iteration 7 lambda =  0.155567 
## Iteration 8 lambda =  0.1555584 
## Iteration 9 lambda =  0.1555566 
## Iteration 10 lambda =  0.1555563 
## Iteration 11 lambda =  0.1555562 
## Iteration 1 lambda =  0.2898957 
## Iteration 2 lambda =  0.1478748 
## Iteration 3 lambda =  0.1194706 
## Iteration 4 lambda =  0.1137898 
## Iteration 5 lambda =  0.1126536 
## Iteration 6 lambda =  0.1124264 
## Iteration 7 lambda =  0.1123809 
## Iteration 8 lambda =  0.1123719 
## Iteration 9 lambda =  0.11237 
## Iteration 10 lambda =  0.1123697 
## Iteration 11 lambda =  0.1123696 
## Iteration 1 lambda =  0.3390753 
## Iteration 2 lambda =  0.2068903 
## Iteration 3 lambda =  0.1804534 
## Iteration 4 lambda =  0.175166 
## Iteration 5 lambda =  0.1741085 
## Iteration 6 lambda =  0.173897 
## Iteration 7 lambda =  0.1738547 
## Iteration 8 lambda =  0.1738462 
## Iteration 9 lambda =  0.1738445 
## Iteration 10 lambda =  0.1738442 
## Iteration 11 lambda =  0.1738441 
## Iteration 1 lambda =  0.2984527 
## Iteration 2 lambda =  0.1581433 
## Iteration 3 lambda =  0.1300814 
## Iteration 4 lambda =  0.124469 
## Iteration 5 lambda =  0.1233465 
## Iteration 6 lambda =  0.123122 
## Iteration 7 lambda =  0.1230771 
## Iteration 8 lambda =  0.1230681 
## Iteration 9 lambda =  0.1230663 
## Iteration 10 lambda =  0.123066 
## Iteration 11 lambda =  0.1230659 
## Iteration 1 lambda =  0.3705085 
## Iteration 2 lambda =  0.2446102 
## Iteration 3 lambda =  0.2194306 
## Iteration 4 lambda =  0.2143947 
## Iteration 5 lambda =  0.2133875 
## Iteration 6 lambda =  0.213186 
## Iteration 7 lambda =  0.2131457 
## Iteration 8 lambda =  0.2131377 
## Iteration 9 lambda =  0.2131361 
## Iteration 10 lambda =  0.2131358 
## Iteration 11 lambda =  0.2131357 
## Iteration 1 lambda =  0.3590219 
## Iteration 2 lambda =  0.2308263 
## Iteration 3 lambda =  0.2051871 
## Iteration 4 lambda =  0.2000593 
## Iteration 5 lambda =  0.1990337 
## Iteration 6 lambda =  0.1988286 
## Iteration 7 lambda =  0.1987876 
## Iteration 8 lambda =  0.1987794 
## Iteration 9 lambda =  0.1987778 
## Iteration 10 lambda =  0.1987774 
## Iteration 11 lambda =  0.1987774 
## Iteration 1 lambda =  0.3997226 
## Iteration 2 lambda =  0.2796671 
## Iteration 3 lambda =  0.255656 
## Iteration 4 lambda =  0.2508538 
## Iteration 5 lambda =  0.2498934 
## Iteration 6 lambda =  0.2497013 
## Iteration 7 lambda =  0.2496629 
## Iteration 8 lambda =  0.2496552 
## Iteration 9 lambda =  0.2496536 
## Iteration 10 lambda =  0.2496533 
## Iteration 11 lambda =  0.2496533 
## Iteration 1 lambda =  0.4207678 
## Iteration 2 lambda =  0.3049213 
## Iteration 3 lambda =  0.281752 
## Iteration 4 lambda =  0.2771182 
## Iteration 5 lambda =  0.2761914 
## Iteration 6 lambda =  0.276006 
## Iteration 7 lambda =  0.275969 
## Iteration 8 lambda =  0.2759616 
## Iteration 9 lambda =  0.2759601 
## Iteration 10 lambda =  0.2759598 
## Iteration 11 lambda =  0.2759597 
## Iteration 1 lambda =  0.4623732 
## Iteration 2 lambda =  0.3548479 
## Iteration 3 lambda =  0.3333428 
## Iteration 4 lambda =  0.3290418 
## Iteration 5 lambda =  0.3281816 
## Iteration 6 lambda =  0.3280095 
## Iteration 7 lambda =  0.3279751 
## Iteration 8 lambda =  0.3279682 
## Iteration 9 lambda =  0.3279669 
## Iteration 10 lambda =  0.3279666 
## Iteration 11 lambda =  0.3279665 
## Iteration 1 lambda =  0.4082967 
## Iteration 2 lambda =  0.2899561 
## Iteration 3 lambda =  0.2662879 
## Iteration 4 lambda =  0.2615543 
## Iteration 5 lambda =  0.2606076 
## Iteration 6 lambda =  0.2604182 
## Iteration 7 lambda =  0.2603804 
## Iteration 8 lambda =  0.2603728 
## Iteration 9 lambda =  0.2603713 
## Iteration 10 lambda =  0.260371 
## Iteration 11 lambda =  0.2603709 
## Iteration 1 lambda =  0.3577163 
## Iteration 2 lambda =  0.2292595 
## Iteration 3 lambda =  0.2035682 
## Iteration 4 lambda =  0.1984299 
## Iteration 5 lambda =  0.1974022 
## Iteration 6 lambda =  0.1971967 
## Iteration 7 lambda =  0.1971556 
## Iteration 8 lambda =  0.1971474 
## Iteration 9 lambda =  0.1971457 
## Iteration 10 lambda =  0.1971454 
## Iteration 11 lambda =  0.1971453 
## Iteration 1 lambda =  0.3299624 
## Iteration 2 lambda =  0.1959548 
## Iteration 3 lambda =  0.1691533 
## Iteration 4 lambda =  0.163793 
## Iteration 5 lambda =  0.162721 
## Iteration 6 lambda =  0.1625065 
## Iteration 7 lambda =  0.1624637 
## Iteration 8 lambda =  0.1624551 
## Iteration 9 lambda =  0.1624534 
## Iteration 10 lambda =  0.162453 
## Iteration 11 lambda =  0.162453 
## Iteration 1 lambda =  0.4825716 
## Iteration 2 lambda =  0.3790859 
## Iteration 3 lambda =  0.3583888 
## Iteration 4 lambda =  0.3542494 
## Iteration 5 lambda =  0.3534215 
## Iteration 6 lambda =  0.3532559 
## Iteration 7 lambda =  0.3532228 
## Iteration 8 lambda =  0.3532162 
## Iteration 9 lambda =  0.3532148 
## Iteration 10 lambda =  0.3532146 
## Iteration 11 lambda =  0.3532145 
## Iteration 1 lambda =  0.3107465 
## Iteration 2 lambda =  0.1728958 
## Iteration 3 lambda =  0.1453256 
## Iteration 4 lambda =  0.1398116 
## Iteration 5 lambda =  0.1387088 
## Iteration 6 lambda =  0.1384883 
## Iteration 7 lambda =  0.1384441 
## Iteration 8 lambda =  0.1384353 
## Iteration 9 lambda =  0.1384336 
## Iteration 10 lambda =  0.1384332 
## Iteration 11 lambda =  0.1384331 
## Iteration 1 lambda =  0.3322741 
## Iteration 2 lambda =  0.1987289 
## Iteration 3 lambda =  0.1720199 
## Iteration 4 lambda =  0.1666781 
## Iteration 5 lambda =  0.1656097 
## Iteration 6 lambda =  0.1653961 
## Iteration 7 lambda =  0.1653533 
## Iteration 8 lambda =  0.1653448 
## Iteration 9 lambda =  0.1653431 
## Iteration 10 lambda =  0.1653427 
## Iteration 11 lambda =  0.1653427 
## Iteration 1 lambda =  0.3929678 
## Iteration 2 lambda =  0.2715614 
## Iteration 3 lambda =  0.2472801 
## Iteration 4 lambda =  0.2424238 
## Iteration 5 lambda =  0.2414526 
## Iteration 6 lambda =  0.2412583 
## Iteration 7 lambda =  0.2412195 
## Iteration 8 lambda =  0.2412117 
## Iteration 9 lambda =  0.2412101 
## Iteration 10 lambda =  0.2412098 
## Iteration 11 lambda =  0.2412098 
## Iteration 1 lambda =  0.4281366 
## Iteration 2 lambda =  0.3137639 
## Iteration 3 lambda =  0.2908894 
## Iteration 4 lambda =  0.2863145 
## Iteration 5 lambda =  0.2853995 
## Iteration 6 lambda =  0.2852165 
## Iteration 7 lambda =  0.2851799 
## Iteration 8 lambda =  0.2851726 
## Iteration 9 lambda =  0.2851711 
## Iteration 10 lambda =  0.2851708 
## Iteration 11 lambda =  0.2851708 
## Iteration 1 lambda =  0.3193226 
## Iteration 2 lambda =  0.1831872 
## Iteration 3 lambda =  0.1559601 
## Iteration 4 lambda =  0.1505147 
## Iteration 5 lambda =  0.1494256 
## Iteration 6 lambda =  0.1492078 
## Iteration 7 lambda =  0.1491642 
## Iteration 8 lambda =  0.1491555 
## Iteration 9 lambda =  0.1491537 
## Iteration 10 lambda =  0.1491534 
## Iteration 11 lambda =  0.1491533 
## Iteration 1 lambda =  0.3664539 
## Iteration 2 lambda =  0.2397446 
## Iteration 3 lambda =  0.2144028 
## Iteration 4 lambda =  0.2093344 
## Iteration 5 lambda =  0.2083208 
## Iteration 6 lambda =  0.208118 
## Iteration 7 lambda =  0.2080775 
## Iteration 8 lambda =  0.2080694 
## Iteration 9 lambda =  0.2080677 
## Iteration 10 lambda =  0.2080674 
## Iteration 11 lambda =  0.2080674 
## Iteration 1 lambda =  0.3322794 
## Iteration 2 lambda =  0.1987352 
## Iteration 3 lambda =  0.1720264 
## Iteration 4 lambda =  0.1666846 
## Iteration 5 lambda =  0.1656163 
## Iteration 6 lambda =  0.1654026 
## Iteration 7 lambda =  0.1653599 
## Iteration 8 lambda =  0.1653513 
## Iteration 9 lambda =  0.1653496 
## Iteration 10 lambda =  0.1653493 
## Iteration 11 lambda =  0.1653492 
## Iteration 1 lambda =  0.4370916 
## Iteration 2 lambda =  0.32451 
## Iteration 3 lambda =  0.3019936 
## Iteration 4 lambda =  0.2974904 
## Iteration 5 lambda =  0.2965897 
## Iteration 6 lambda =  0.2964096 
## Iteration 7 lambda =  0.2963736 
## Iteration 8 lambda =  0.2963664 
## Iteration 9 lambda =  0.2963649 
## Iteration 10 lambda =  0.2963646 
## Iteration 11 lambda =  0.2963646 
## Iteration 1 lambda =  0.3835303 
## Iteration 2 lambda =  0.2602363 
## Iteration 3 lambda =  0.2355775 
## Iteration 4 lambda =  0.2306458 
## Iteration 5 lambda =  0.2296594 
## Iteration 6 lambda =  0.2294622 
## Iteration 7 lambda =  0.2294227 
## Iteration 8 lambda =  0.2294148 
## Iteration 9 lambda =  0.2294132 
## Iteration 10 lambda =  0.2294129 
## Iteration 11 lambda =  0.2294129 
## Iteration 1 lambda =  0.2879656 
## Iteration 2 lambda =  0.1455587 
## Iteration 3 lambda =  0.1170773 
## Iteration 4 lambda =  0.111381 
## Iteration 5 lambda =  0.1102418 
## Iteration 6 lambda =  0.1100139 
## Iteration 7 lambda =  0.1099684 
## Iteration 8 lambda =  0.1099592 
## Iteration 9 lambda =  0.1099574 
## Iteration 10 lambda =  0.109957 
## Iteration 11 lambda =  0.109957 
## Iteration 1 lambda =  0.3232296 
## Iteration 2 lambda =  0.1878755 
## Iteration 3 lambda =  0.1608047 
## Iteration 4 lambda =  0.1553905 
## Iteration 5 lambda =  0.1543077 
## Iteration 6 lambda =  0.1540911 
## Iteration 7 lambda =  0.1540478 
## Iteration 8 lambda =  0.1540391 
## Iteration 9 lambda =  0.1540374 
## Iteration 10 lambda =  0.1540371 
## Iteration 11 lambda =  0.154037 
## Iteration 1 lambda =  0.3894103 
## Iteration 2 lambda =  0.2672923 
## Iteration 3 lambda =  0.2428688 
## Iteration 4 lambda =  0.237984 
## Iteration 5 lambda =  0.2370071 
## Iteration 6 lambda =  0.2368117 
## Iteration 7 lambda =  0.2367726 
## Iteration 8 lambda =  0.2367648 
## Iteration 9 lambda =  0.2367632 
## Iteration 10 lambda =  0.2367629 
## Iteration 11 lambda =  0.2367629 
## Iteration 1 lambda =  0.4227387 
## Iteration 2 lambda =  0.3072865 
## Iteration 3 lambda =  0.284196 
## Iteration 4 lambda =  0.279578 
## Iteration 5 lambda =  0.2786543 
## Iteration 6 lambda =  0.2784696 
## Iteration 7 lambda =  0.2784327 
## Iteration 8 lambda =  0.2784253 
## Iteration 9 lambda =  0.2784238 
## Iteration 10 lambda =  0.2784235 
## Iteration 11 lambda =  0.2784234 
## Iteration 1 lambda =  0.3883065 
## Iteration 2 lambda =  0.2659678 
## Iteration 3 lambda =  0.2415001 
## Iteration 4 lambda =  0.2366066 
## Iteration 5 lambda =  0.2356278 
## Iteration 6 lambda =  0.2354321 
## Iteration 7 lambda =  0.235393 
## Iteration 8 lambda =  0.2353851 
## Iteration 9 lambda =  0.2353836 
## Iteration 10 lambda =  0.2353832 
## Iteration 11 lambda =  0.2353832 
## Iteration 1 lambda =  0.3778087 
## Iteration 2 lambda =  0.2533705 
## Iteration 3 lambda =  0.2284828 
## Iteration 4 lambda =  0.2235053 
## Iteration 5 lambda =  0.2225098 
## Iteration 6 lambda =  0.2223107 
## Iteration 7 lambda =  0.2222709 
## Iteration 8 lambda =  0.2222629 
## Iteration 9 lambda =  0.2222613 
## Iteration 10 lambda =  0.222261 
## Iteration 11 lambda =  0.2222609 
## Iteration 1 lambda =  0.3422194 
## Iteration 2 lambda =  0.2106633 
## Iteration 3 lambda =  0.1843521 
## Iteration 4 lambda =  0.1790898 
## Iteration 5 lambda =  0.1780374 
## Iteration 6 lambda =  0.1778269 
## Iteration 7 lambda =  0.1777848 
## Iteration 8 lambda =  0.1777764 
## Iteration 9 lambda =  0.1777747 
## Iteration 10 lambda =  0.1777744 
## Iteration 11 lambda =  0.1777743 
## Iteration 1 lambda =  0.3873869 
## Iteration 2 lambda =  0.2648643 
## Iteration 3 lambda =  0.2403597 
## Iteration 4 lambda =  0.2354588 
## Iteration 5 lambda =  0.2344786 
## Iteration 6 lambda =  0.2342826 
## Iteration 7 lambda =  0.2342434 
## Iteration 8 lambda =  0.2342356 
## Iteration 9 lambda =  0.234234 
## Iteration 10 lambda =  0.2342337 
## Iteration 11 lambda =  0.2342336 
## Iteration 1 lambda =  0.3269456 
## Iteration 2 lambda =  0.1923348 
## Iteration 3 lambda =  0.1654126 
## Iteration 4 lambda =  0.1600281 
## Iteration 5 lambda =  0.1589513 
## Iteration 6 lambda =  0.1587359 
## Iteration 7 lambda =  0.1586928 
## Iteration 8 lambda =  0.1586842 
## Iteration 9 lambda =  0.1586825 
## Iteration 10 lambda =  0.1586821 
## Iteration 11 lambda =  0.1586821 
## Iteration 1 lambda =  0.3395433 
## Iteration 2 lambda =  0.207452 
## Iteration 3 lambda =  0.1810337 
## Iteration 4 lambda =  0.1757501 
## Iteration 5 lambda =  0.1746933 
## Iteration 6 lambda =  0.174482 
## Iteration 7 lambda =  0.1744397 
## Iteration 8 lambda =  0.1744313 
## Iteration 9 lambda =  0.1744296 
## Iteration 10 lambda =  0.1744292 
## Iteration 11 lambda =  0.1744292 
## Iteration 1 lambda =  0.3688474 
## Iteration 2 lambda =  0.2426169 
## Iteration 3 lambda =  0.2173708 
## Iteration 4 lambda =  0.2123216 
## Iteration 5 lambda =  0.2113117 
## Iteration 6 lambda =  0.2111098 
## Iteration 7 lambda =  0.2110694 
## Iteration 8 lambda =  0.2110613 
## Iteration 9 lambda =  0.2110597 
## Iteration 10 lambda =  0.2110594 
## Iteration 11 lambda =  0.2110593 
## Iteration 1 lambda =  0.3153994 
## Iteration 2 lambda =  0.1784793 
## Iteration 3 lambda =  0.1510953 
## Iteration 4 lambda =  0.1456185 
## Iteration 5 lambda =  0.1445231 
## Iteration 6 lambda =  0.144304 
## Iteration 7 lambda =  0.1442602 
## Iteration 8 lambda =  0.1442515 
## Iteration 9 lambda =  0.1442497 
## Iteration 10 lambda =  0.1442494 
## Iteration 11 lambda =  0.1442493 
## Iteration 1 lambda =  0.3505461 
## Iteration 2 lambda =  0.2206553 
## Iteration 3 lambda =  0.1946772 
## Iteration 4 lambda =  0.1894815 
## Iteration 5 lambda =  0.1884424 
## Iteration 6 lambda =  0.1882346 
## Iteration 7 lambda =  0.188193 
## Iteration 8 lambda =  0.1881847 
## Iteration 9 lambda =  0.188183 
## Iteration 10 lambda =  0.1881827 
## Iteration 11 lambda =  0.1881826 
## Iteration 1 lambda =  0.4996408 
## Iteration 2 lambda =  0.399569 
## Iteration 3 lambda =  0.3795546 
## Iteration 4 lambda =  0.3755517 
## Iteration 5 lambda =  0.3747511 
## Iteration 6 lambda =  0.374591 
## Iteration 7 lambda =  0.374559 
## Iteration 8 lambda =  0.3745526 
## Iteration 9 lambda =  0.3745513 
## Iteration 10 lambda =  0.3745511 
## Iteration 11 lambda =  0.374551 
## Iteration 1 lambda =  0.4246038 
## Iteration 2 lambda =  0.3095246 
## Iteration 3 lambda =  0.2865087 
## Iteration 4 lambda =  0.2819055 
## Iteration 5 lambda =  0.2809849 
## Iteration 6 lambda =  0.2808008 
## Iteration 7 lambda =  0.280764 
## Iteration 8 lambda =  0.2807566 
## Iteration 9 lambda =  0.2807551 
## Iteration 10 lambda =  0.2807548 
## Iteration 11 lambda =  0.2807548 
## Iteration 1 lambda =  0.3361925 
## Iteration 2 lambda =  0.203431 
## Iteration 3 lambda =  0.1768787 
## Iteration 4 lambda =  0.1715683 
## Iteration 5 lambda =  0.1705062 
## Iteration 6 lambda =  0.1702938 
## Iteration 7 lambda =  0.1702513 
## Iteration 8 lambda =  0.1702428 
## Iteration 9 lambda =  0.1702411 
## Iteration 10 lambda =  0.1702407 
## Iteration 11 lambda =  0.1702407 
## Iteration 1 lambda =  0.3555607 
## Iteration 2 lambda =  0.2266729 
## Iteration 3 lambda =  0.2008953 
## Iteration 4 lambda =  0.1957398 
## Iteration 5 lambda =  0.1947087 
## Iteration 6 lambda =  0.1945025 
## Iteration 7 lambda =  0.1944612 
## Iteration 8 lambda =  0.194453 
## Iteration 9 lambda =  0.1944513 
## Iteration 10 lambda =  0.194451 
## Iteration 11 lambda =  0.1944509 
## Iteration 1 lambda =  0.2933243 
## Iteration 2 lambda =  0.1519891 
## Iteration 3 lambda =  0.1237221 
## Iteration 4 lambda =  0.1180687 
## Iteration 5 lambda =  0.116938 
## Iteration 6 lambda =  0.1167119 
## Iteration 7 lambda =  0.1166666 
## Iteration 8 lambda =  0.1166576 
## Iteration 9 lambda =  0.1166558 
## Iteration 10 lambda =  0.1166554 
## Iteration 11 lambda =  0.1166554 
## Iteration 1 lambda =  0.3557958 
## Iteration 2 lambda =  0.226955 
## Iteration 3 lambda =  0.2011868 
## Iteration 4 lambda =  0.1960332 
## Iteration 5 lambda =  0.1950024 
## Iteration 6 lambda =  0.1947963 
## Iteration 7 lambda =  0.1947551 
## Iteration 8 lambda =  0.1947468 
## Iteration 9 lambda =  0.1947452 
## Iteration 10 lambda =  0.1947448 
## Iteration 11 lambda =  0.1947448 
## Iteration 1 lambda =  0.4094883 
## Iteration 2 lambda =  0.291386 
## Iteration 3 lambda =  0.2677655 
## Iteration 4 lambda =  0.2630414 
## Iteration 5 lambda =  0.2620966 
## Iteration 6 lambda =  0.2619076 
## Iteration 7 lambda =  0.2618698 
## Iteration 8 lambda =  0.2618623 
## Iteration 9 lambda =  0.2618608 
## Iteration 10 lambda =  0.2618605 
## Iteration 11 lambda =  0.2618604 
## Iteration 1 lambda =  0.4593987 
## Iteration 2 lambda =  0.3512784 
## Iteration 3 lambda =  0.3296544 
## Iteration 4 lambda =  0.3253296 
## Iteration 5 lambda =  0.3244646 
## Iteration 6 lambda =  0.3242916 
## Iteration 7 lambda =  0.324257 
## Iteration 8 lambda =  0.3242501 
## Iteration 9 lambda =  0.3242487 
## Iteration 10 lambda =  0.3242484 
## Iteration 11 lambda =  0.3242484 
## Iteration 1 lambda =  0.3804706 
## Iteration 2 lambda =  0.2565647 
## Iteration 3 lambda =  0.2317836 
## Iteration 4 lambda =  0.2268273 
## Iteration 5 lambda =  0.2258361 
## Iteration 6 lambda =  0.2256378 
## Iteration 7 lambda =  0.2255982 
## Iteration 8 lambda =  0.2255903 
## Iteration 9 lambda =  0.2255887 
## Iteration 10 lambda =  0.2255884 
## Iteration 11 lambda =  0.2255883 
## Iteration 1 lambda =  0.357718 
## Iteration 2 lambda =  0.2292616 
## Iteration 3 lambda =  0.2035703 
## Iteration 4 lambda =  0.198432 
## Iteration 5 lambda =  0.1974044 
## Iteration 6 lambda =  0.1971989 
## Iteration 7 lambda =  0.1971578 
## Iteration 8 lambda =  0.1971495 
## Iteration 9 lambda =  0.1971479 
## Iteration 10 lambda =  0.1971476 
## Iteration 11 lambda =  0.1971475 
## Iteration 1 lambda =  0.2853746 
## Iteration 2 lambda =  0.1424495 
## Iteration 3 lambda =  0.1138645 
## Iteration 4 lambda =  0.1081474 
## Iteration 5 lambda =  0.107004 
## Iteration 6 lambda =  0.1067754 
## Iteration 7 lambda =  0.1067296 
## Iteration 8 lambda =  0.1067205 
## Iteration 9 lambda =  0.1067187 
## Iteration 10 lambda =  0.1067183 
## Iteration 11 lambda =  0.1067182 
## Iteration 1 lambda =  0.3197779 
## Iteration 2 lambda =  0.1837334 
## Iteration 3 lambda =  0.1565245 
## Iteration 4 lambda =  0.1510828 
## Iteration 5 lambda =  0.1499944 
## Iteration 6 lambda =  0.1497767 
## Iteration 7 lambda =  0.1497332 
## Iteration 8 lambda =  0.1497245 
## Iteration 9 lambda =  0.1497228 
## Iteration 10 lambda =  0.1497224 
## Iteration 11 lambda =  0.1497223 
## Iteration 1 lambda =  0.247743 
## Iteration 2 lambda =  0.09729163 
## Iteration 3 lambda =  0.06720135 
## Iteration 4 lambda =  0.06118329 
## Iteration 5 lambda =  0.05997968 
## Iteration 6 lambda =  0.05973896 
## Iteration 7 lambda =  0.05969082 
## Iteration 8 lambda =  0.05968119 
## Iteration 9 lambda =  0.05967926 
## Iteration 10 lambda =  0.05967888 
## Iteration 11 lambda =  0.0596788 
## Iteration 1 lambda =  0.4061232 
## Iteration 2 lambda =  0.2873479 
## Iteration 3 lambda =  0.2635928 
## Iteration 4 lambda =  0.2588418 
## Iteration 5 lambda =  0.2578916 
## Iteration 6 lambda =  0.2577016 
## Iteration 7 lambda =  0.2576635 
## Iteration 8 lambda =  0.2576559 
## Iteration 9 lambda =  0.2576544 
## Iteration 10 lambda =  0.2576541 
## Iteration 11 lambda =  0.2576541 
## Iteration 1 lambda =  0.3317338 
## Iteration 2 lambda =  0.1980805 
## Iteration 3 lambda =  0.1713499 
## Iteration 4 lambda =  0.1660037 
## Iteration 5 lambda =  0.1649345 
## Iteration 6 lambda =  0.1647206 
## Iteration 7 lambda =  0.1646779 
## Iteration 8 lambda =  0.1646693 
## Iteration 9 lambda =  0.1646676 
## Iteration 10 lambda =  0.1646673 
## Iteration 11 lambda =  0.1646672 
## Iteration 1 lambda =  0.4070158 
## Iteration 2 lambda =  0.2884189 
## Iteration 3 lambda =  0.2646996 
## Iteration 4 lambda =  0.2599557 
## Iteration 5 lambda =  0.2590069 
## Iteration 6 lambda =  0.2588172 
## Iteration 7 lambda =  0.2587792 
## Iteration 8 lambda =  0.2587716 
## Iteration 9 lambda =  0.2587701 
## Iteration 10 lambda =  0.2587698 
## Iteration 11 lambda =  0.2587697 
## Iteration 1 lambda =  0.2978435 
## Iteration 2 lambda =  0.1574123 
## Iteration 3 lambda =  0.129326 
## Iteration 4 lambda =  0.1237087 
## Iteration 5 lambda =  0.1225853 
## Iteration 6 lambda =  0.1223606 
## Iteration 7 lambda =  0.1223157 
## Iteration 8 lambda =  0.1223067 
## Iteration 9 lambda =  0.1223049 
## Iteration 10 lambda =  0.1223045 
## Iteration 11 lambda =  0.1223045 
## Iteration 1 lambda =  0.3833916 
## Iteration 2 lambda =  0.26007 
## Iteration 3 lambda =  0.2354056 
## Iteration 4 lambda =  0.2304728 
## Iteration 5 lambda =  0.2294862 
## Iteration 6 lambda =  0.2292889 
## Iteration 7 lambda =  0.2292494 
## Iteration 8 lambda =  0.2292415 
## Iteration 9 lambda =  0.2292399 
## Iteration 10 lambda =  0.2292396 
## Iteration 11 lambda =  0.2292396 
## Iteration 1 lambda =  0.5007985 
## Iteration 2 lambda =  0.4009583 
## Iteration 3 lambda =  0.3809902 
## Iteration 4 lambda =  0.3769966 
## Iteration 5 lambda =  0.3761979 
## Iteration 6 lambda =  0.3760381 
## Iteration 7 lambda =  0.3760062 
## Iteration 8 lambda =  0.3759998 
## Iteration 9 lambda =  0.3759985 
## Iteration 10 lambda =  0.3759982 
## Iteration 11 lambda =  0.3759982 
## Iteration 1 lambda =  0.4392792 
## Iteration 2 lambda =  0.3271351 
## Iteration 3 lambda =  0.3047062 
## Iteration 4 lambda =  0.3002205 
## Iteration 5 lambda =  0.2993233 
## Iteration 6 lambda =  0.2991439 
## Iteration 7 lambda =  0.299108 
## Iteration 8 lambda =  0.2991008 
## Iteration 9 lambda =  0.2990994 
## Iteration 10 lambda =  0.2990991 
## Iteration 11 lambda =  0.2990991 
## Iteration 1 lambda =  0.4276188 
## Iteration 2 lambda =  0.3131425 
## Iteration 3 lambda =  0.2902473 
## Iteration 4 lambda =  0.2856682 
## Iteration 5 lambda =  0.2847524 
## Iteration 6 lambda =  0.2845692 
## Iteration 7 lambda =  0.2845326 
## Iteration 8 lambda =  0.2845253 
## Iteration 9 lambda =  0.2845238 
## Iteration 10 lambda =  0.2845235 
## Iteration 11 lambda =  0.2845235 
## Iteration 1 lambda =  0.388936 
## Iteration 2 lambda =  0.2667232 
## Iteration 3 lambda =  0.2422806 
## Iteration 4 lambda =  0.2373921 
## Iteration 5 lambda =  0.2364144 
## Iteration 6 lambda =  0.2362189 
## Iteration 7 lambda =  0.2361798 
## Iteration 8 lambda =  0.236172 
## Iteration 9 lambda =  0.2361704 
## Iteration 10 lambda =  0.2361701 
## Iteration 11 lambda =  0.23617 
## Iteration 1 lambda =  0.4155376 
## Iteration 2 lambda =  0.2986451 
## Iteration 3 lambda =  0.2752666 
## Iteration 4 lambda =  0.2705909 
## Iteration 5 lambda =  0.2696558 
## Iteration 6 lambda =  0.2694688 
## Iteration 7 lambda =  0.2694314 
## Iteration 8 lambda =  0.2694239 
## Iteration 9 lambda =  0.2694224 
## Iteration 10 lambda =  0.2694221 
## Iteration 11 lambda =  0.269422 
## Iteration 1 lambda =  0.3684854 
## Iteration 2 lambda =  0.2421824 
## Iteration 3 lambda =  0.2169218 
## Iteration 4 lambda =  0.2118697 
## Iteration 5 lambda =  0.2108593 
## Iteration 6 lambda =  0.2106572 
## Iteration 7 lambda =  0.2106168 
## Iteration 8 lambda =  0.2106087 
## Iteration 9 lambda =  0.2106071 
## Iteration 10 lambda =  0.2106068 
## Iteration 11 lambda =  0.2106067 
## Iteration 1 lambda =  0.3315717 
## Iteration 2 lambda =  0.1978861 
## Iteration 3 lambda =  0.171149 
## Iteration 4 lambda =  0.1658015 
## Iteration 5 lambda =  0.164732 
## Iteration 6 lambda =  0.1645181 
## Iteration 7 lambda =  0.1644754 
## Iteration 8 lambda =  0.1644668 
## Iteration 9 lambda =  0.1644651 
## Iteration 10 lambda =  0.1644648 
## Iteration 11 lambda =  0.1644647 
## Iteration 1 lambda =  0.4490893 
## Iteration 2 lambda =  0.3389071 
## Iteration 3 lambda =  0.3168707 
## Iteration 4 lambda =  0.3124634 
## Iteration 5 lambda =  0.311582 
## Iteration 6 lambda =  0.3114057 
## Iteration 7 lambda =  0.3113704 
## Iteration 8 lambda =  0.3113634 
## Iteration 9 lambda =  0.311362 
## Iteration 10 lambda =  0.3113617 
## Iteration 11 lambda =  0.3113616 
## Iteration 1 lambda =  0.5205925 
## Iteration 2 lambda =  0.424711 
## Iteration 3 lambda =  0.4055346 
## Iteration 4 lambda =  0.4016994 
## Iteration 5 lambda =  0.4009323 
## Iteration 6 lambda =  0.4007789 
## Iteration 7 lambda =  0.4007482 
## Iteration 8 lambda =  0.4007421 
## Iteration 9 lambda =  0.4007409 
## Iteration 10 lambda =  0.4007406 
## Iteration 11 lambda =  0.4007406 
## Iteration 1 lambda =  0.4515339 
## Iteration 2 lambda =  0.3418407 
## Iteration 3 lambda =  0.3199021 
## Iteration 4 lambda =  0.3155144 
## Iteration 5 lambda =  0.3146368 
## Iteration 6 lambda =  0.3144613 
## Iteration 7 lambda =  0.3144262 
## Iteration 8 lambda =  0.3144192 
## Iteration 9 lambda =  0.3144178 
## Iteration 10 lambda =  0.3144175 
## Iteration 11 lambda =  0.3144174 
## Iteration 1 lambda =  0.3321481 
## Iteration 2 lambda =  0.1985778 
## Iteration 3 lambda =  0.1718637 
## Iteration 4 lambda =  0.1665209 
## Iteration 5 lambda =  0.1654523 
## Iteration 6 lambda =  0.1652386 
## Iteration 7 lambda =  0.1651958 
## Iteration 8 lambda =  0.1651873 
## Iteration 9 lambda =  0.1651856 
## Iteration 10 lambda =  0.1651852 
## Iteration 11 lambda =  0.1651852 
## Iteration 1 lambda =  0.3737286 
## Iteration 2 lambda =  0.2484743 
## Iteration 3 lambda =  0.2234234 
## Iteration 4 lambda =  0.2184132 
## Iteration 5 lambda =  0.2174112 
## Iteration 6 lambda =  0.2172108 
## Iteration 7 lambda =  0.2171707 
## Iteration 8 lambda =  0.2171627 
## Iteration 9 lambda =  0.2171611 
## Iteration 10 lambda =  0.2171608 
## Iteration 11 lambda =  0.2171607 
## Iteration 1 lambda =  0.3342922 
## Iteration 2 lambda =  0.2011506 
## Iteration 3 lambda =  0.1745223 
## Iteration 4 lambda =  0.1691966 
## Iteration 5 lambda =  0.1681315 
## Iteration 6 lambda =  0.1679185 
## Iteration 7 lambda =  0.1678759 
## Iteration 8 lambda =  0.1678673 
## Iteration 9 lambda =  0.1678656 
## Iteration 10 lambda =  0.1678653 
## Iteration 11 lambda =  0.1678652 
## Iteration 1 lambda =  0.3630151 
## Iteration 2 lambda =  0.2356181 
## Iteration 3 lambda =  0.2101387 
## Iteration 4 lambda =  0.2050428 
## Iteration 5 lambda =  0.2040236 
## Iteration 6 lambda =  0.2038198 
## Iteration 7 lambda =  0.203779 
## Iteration 8 lambda =  0.2037709 
## Iteration 9 lambda =  0.2037693 
## Iteration 10 lambda =  0.2037689 
## Iteration 11 lambda =  0.2037689 
## Iteration 1 lambda =  0.4201109 
## Iteration 2 lambda =  0.304133 
## Iteration 3 lambda =  0.2809375 
## Iteration 4 lambda =  0.2762984 
## Iteration 5 lambda =  0.2753705 
## Iteration 6 lambda =  0.275185 
## Iteration 7 lambda =  0.2751479 
## Iteration 8 lambda =  0.2751404 
## Iteration 9 lambda =  0.2751389 
## Iteration 10 lambda =  0.2751387 
## Iteration 11 lambda =  0.2751386 
## Iteration 1 lambda =  0.3527119 
## Iteration 2 lambda =  0.2232543 
## Iteration 3 lambda =  0.1973628 
## Iteration 4 lambda =  0.1921845 
## Iteration 5 lambda =  0.1911488 
## Iteration 6 lambda =  0.1909417 
## Iteration 7 lambda =  0.1909002 
## Iteration 8 lambda =  0.190892 
## Iteration 9 lambda =  0.1908903 
## Iteration 10 lambda =  0.19089 
## Iteration 11 lambda =  0.1908899 
## Iteration 1 lambda =  0.3734356 
## Iteration 2 lambda =  0.2481227 
## Iteration 3 lambda =  0.2230601 
## Iteration 4 lambda =  0.2180476 
## Iteration 5 lambda =  0.2170451 
## Iteration 6 lambda =  0.2168446 
## Iteration 7 lambda =  0.2168045 
## Iteration 8 lambda =  0.2167965 
## Iteration 9 lambda =  0.2167949 
## Iteration 10 lambda =  0.2167945 
## Iteration 11 lambda =  0.2167945 
## Iteration 1 lambda =  0.3778123 
## Iteration 2 lambda =  0.2533748 
## Iteration 3 lambda =  0.2284873 
## Iteration 4 lambda =  0.2235098 
## Iteration 5 lambda =  0.2225143 
## Iteration 6 lambda =  0.2223152 
## Iteration 7 lambda =  0.2222754 
## Iteration 8 lambda =  0.2222674 
## Iteration 9 lambda =  0.2222658 
## Iteration 10 lambda =  0.2222655 
## Iteration 11 lambda =  0.2222654 
## Iteration 1 lambda =  0.3420462 
## Iteration 2 lambda =  0.2104554 
## Iteration 3 lambda =  0.1841373 
## Iteration 4 lambda =  0.1788736 
## Iteration 5 lambda =  0.1778209 
## Iteration 6 lambda =  0.1776104 
## Iteration 7 lambda =  0.1775683 
## Iteration 8 lambda =  0.1775598 
## Iteration 9 lambda =  0.1775582 
## Iteration 10 lambda =  0.1775578 
## Iteration 11 lambda =  0.1775578 
## Iteration 1 lambda =  0.4351033 
## Iteration 2 lambda =  0.3221239 
## Iteration 3 lambda =  0.299528 
## Iteration 4 lambda =  0.2950089 
## Iteration 5 lambda =  0.294105 
## Iteration 6 lambda =  0.2939243 
## Iteration 7 lambda =  0.2938881 
## Iteration 8 lambda =  0.2938809 
## Iteration 9 lambda =  0.2938794 
## Iteration 10 lambda =  0.2938791 
## Iteration 11 lambda =  0.2938791 
## Iteration 1 lambda =  0.400511 
## Iteration 2 lambda =  0.2806132 
## Iteration 3 lambda =  0.2566336 
## Iteration 4 lambda =  0.2518377 
## Iteration 5 lambda =  0.2508785 
## Iteration 6 lambda =  0.2506867 
## Iteration 7 lambda =  0.2506483 
## Iteration 8 lambda =  0.2506406 
## Iteration 9 lambda =  0.2506391 
## Iteration 10 lambda =  0.2506388 
## Iteration 11 lambda =  0.2506387 
## Iteration 1 lambda =  0.381139 
## Iteration 2 lambda =  0.2573668 
## Iteration 3 lambda =  0.2326123 
## Iteration 4 lambda =  0.2276614 
## Iteration 5 lambda =  0.2266713 
## Iteration 6 lambda =  0.2264732 
## Iteration 7 lambda =  0.2264336 
## Iteration 8 lambda =  0.2264257 
## Iteration 9 lambda =  0.2264241 
## Iteration 10 lambda =  0.2264238 
## Iteration 11 lambda =  0.2264237 
## Iteration 1 lambda =  0.2548309 
## Iteration 2 lambda =  0.1057971 
## Iteration 3 lambda =  0.07599035 
## Iteration 4 lambda =  0.07002899 
## Iteration 5 lambda =  0.06883672 
## Iteration 6 lambda =  0.06859827 
## Iteration 7 lambda =  0.06855058 
## Iteration 8 lambda =  0.06854104 
## Iteration 9 lambda =  0.06853913 
## Iteration 10 lambda =  0.06853875 
## Iteration 11 lambda =  0.06853868 
## Iteration 1 lambda =  0.3262505 
## Iteration 2 lambda =  0.1915006 
## Iteration 3 lambda =  0.1645506 
## Iteration 4 lambda =  0.1591607 
## Iteration 5 lambda =  0.1580827 
## Iteration 6 lambda =  0.1578671 
## Iteration 7 lambda =  0.1578239 
## Iteration 8 lambda =  0.1578153 
## Iteration 9 lambda =  0.1578136 
## Iteration 10 lambda =  0.1578132 
## Iteration 11 lambda =  0.1578132 
## Iteration 1 lambda =  0.3362263 
## Iteration 2 lambda =  0.2034715 
## Iteration 3 lambda =  0.1769206 
## Iteration 4 lambda =  0.1716104 
## Iteration 5 lambda =  0.1705483 
## Iteration 6 lambda =  0.1703359 
## Iteration 7 lambda =  0.1702934 
## Iteration 8 lambda =  0.1702849 
## Iteration 9 lambda =  0.1702832 
## Iteration 10 lambda =  0.1702829 
## Iteration 11 lambda =  0.1702828 
## Iteration 1 lambda =  0.382049 
## Iteration 2 lambda =  0.2584588 
## Iteration 3 lambda =  0.2337408 
## Iteration 4 lambda =  0.2287971 
## Iteration 5 lambda =  0.2278084 
## Iteration 6 lambda =  0.2276107 
## Iteration 7 lambda =  0.2275711 
## Iteration 8 lambda =  0.2275632 
## Iteration 9 lambda =  0.2275616 
## Iteration 10 lambda =  0.2275613 
## Iteration 11 lambda =  0.2275613 
## Iteration 1 lambda =  0.2892186 
## Iteration 2 lambda =  0.1470623 
## Iteration 3 lambda =  0.118631 
## Iteration 4 lambda =  0.1129448 
## Iteration 5 lambda =  0.1118075 
## Iteration 6 lambda =  0.1115801 
## Iteration 7 lambda =  0.1115346 
## Iteration 8 lambda =  0.1115255 
## Iteration 9 lambda =  0.1115237 
## Iteration 10 lambda =  0.1115233 
## Iteration 11 lambda =  0.1115232 
## Iteration 1 lambda =  0.343369 
## Iteration 2 lambda =  0.2120428 
## Iteration 3 lambda =  0.1857775 
## Iteration 4 lambda =  0.1805245 
## Iteration 5 lambda =  0.1794739 
## Iteration 6 lambda =  0.1792637 
## Iteration 7 lambda =  0.1792217 
## Iteration 8 lambda =  0.1792133 
## Iteration 9 lambda =  0.1792116 
## Iteration 10 lambda =  0.1792113 
## Iteration 11 lambda =  0.1792112 
## Iteration 1 lambda =  0.3296993 
## Iteration 2 lambda =  0.1956392 
## Iteration 3 lambda =  0.1688272 
## Iteration 4 lambda =  0.1634648 
## Iteration 5 lambda =  0.1623923 
## Iteration 6 lambda =  0.1621778 
## Iteration 7 lambda =  0.1621349 
## Iteration 8 lambda =  0.1621263 
## Iteration 9 lambda =  0.1621246 
## Iteration 10 lambda =  0.1621243 
## Iteration 11 lambda =  0.1621242 
## Iteration 1 lambda =  0.3809228 
## Iteration 2 lambda =  0.2571073 
## Iteration 3 lambda =  0.2323442 
## Iteration 4 lambda =  0.2273916 
## Iteration 5 lambda =  0.2264011 
## Iteration 6 lambda =  0.226203 
## Iteration 7 lambda =  0.2261634 
## Iteration 8 lambda =  0.2261554 
## Iteration 9 lambda =  0.2261539 
## Iteration 10 lambda =  0.2261535 
## Iteration 11 lambda =  0.2261535 
## Iteration 1 lambda =  0.44156 
## Iteration 2 lambda =  0.329872 
## Iteration 3 lambda =  0.3075344 
## Iteration 4 lambda =  0.3030669 
## Iteration 5 lambda =  0.3021734 
## Iteration 6 lambda =  0.3019947 
## Iteration 7 lambda =  0.301959 
## Iteration 8 lambda =  0.3019518 
## Iteration 9 lambda =  0.3019504 
## Iteration 10 lambda =  0.3019501 
## Iteration 11 lambda =  0.3019501 
## Iteration 1 lambda =  0.3522376 
## Iteration 2 lambda =  0.2226851 
## Iteration 3 lambda =  0.1967746 
## Iteration 4 lambda =  0.1915925 
## Iteration 5 lambda =  0.1905561 
## Iteration 6 lambda =  0.1903488 
## Iteration 7 lambda =  0.1903073 
## Iteration 8 lambda =  0.190299 
## Iteration 9 lambda =  0.1902974 
## Iteration 10 lambda =  0.1902971 
## Iteration 11 lambda =  0.190297 
## Iteration 1 lambda =  0.3802912 
## Iteration 2 lambda =  0.2563494 
## Iteration 3 lambda =  0.2315611 
## Iteration 4 lambda =  0.2266034 
## Iteration 5 lambda =  0.2256119 
## Iteration 6 lambda =  0.2254136 
## Iteration 7 lambda =  0.2253739 
## Iteration 8 lambda =  0.225366 
## Iteration 9 lambda =  0.2253644 
## Iteration 10 lambda =  0.2253641 
## Iteration 11 lambda =  0.225364 
## Iteration 1 lambda =  0.3293159 
## Iteration 2 lambda =  0.195179 
## Iteration 3 lambda =  0.1683517 
## Iteration 4 lambda =  0.1629862 
## Iteration 5 lambda =  0.1619131 
## Iteration 6 lambda =  0.1616985 
## Iteration 7 lambda =  0.1616556 
## Iteration 8 lambda =  0.161647 
## Iteration 9 lambda =  0.1616453 
## Iteration 10 lambda =  0.1616449 
## Iteration 11 lambda =  0.1616449 
## Iteration 1 lambda =  0.4666814 
## Iteration 2 lambda =  0.3600177 
## Iteration 3 lambda =  0.3386849 
## Iteration 4 lambda =  0.3344184 
## Iteration 5 lambda =  0.3335651 
## Iteration 6 lambda =  0.3333944 
## Iteration 7 lambda =  0.3333603 
## Iteration 8 lambda =  0.3333535 
## Iteration 9 lambda =  0.3333521 
## Iteration 10 lambda =  0.3333518 
## Iteration 11 lambda =  0.3333518 
## Iteration 1 lambda =  0.4185225 
## Iteration 2 lambda =  0.3022269 
## Iteration 3 lambda =  0.2789678 
## Iteration 4 lambda =  0.274316 
## Iteration 5 lambda =  0.2733857 
## Iteration 6 lambda =  0.2731996 
## Iteration 7 lambda =  0.2731624 
## Iteration 8 lambda =  0.2731549 
## Iteration 9 lambda =  0.2731534 
## Iteration 10 lambda =  0.2731531 
## Iteration 11 lambda =  0.2731531 
## Iteration 1 lambda =  0.4214911 
## Iteration 2 lambda =  0.3057893 
## Iteration 3 lambda =  0.2826489 
## Iteration 4 lambda =  0.2780208 
## Iteration 5 lambda =  0.2770952 
## Iteration 6 lambda =  0.2769101 
## Iteration 7 lambda =  0.2768731 
## Iteration 8 lambda =  0.2768657 
## Iteration 9 lambda =  0.2768642 
## Iteration 10 lambda =  0.2768639 
## Iteration 11 lambda =  0.2768638 
## Iteration 1 lambda =  0.4043404 
## Iteration 2 lambda =  0.2852085 
## Iteration 3 lambda =  0.2613822 
## Iteration 4 lambda =  0.2566169 
## Iteration 5 lambda =  0.2556638 
## Iteration 6 lambda =  0.2554732 
## Iteration 7 lambda =  0.2554351 
## Iteration 8 lambda =  0.2554275 
## Iteration 9 lambda =  0.2554259 
## Iteration 10 lambda =  0.2554256 
## Iteration 11 lambda =  0.2554256 
## Iteration 1 lambda =  0.3482621 
## Iteration 2 lambda =  0.2179146 
## Iteration 3 lambda =  0.1918451 
## Iteration 4 lambda =  0.1866312 
## Iteration 5 lambda =  0.1855884 
## Iteration 6 lambda =  0.1853798 
## Iteration 7 lambda =  0.1853381 
## Iteration 8 lambda =  0.1853298 
## Iteration 9 lambda =  0.1853281 
## Iteration 10 lambda =  0.1853278 
## Iteration 11 lambda =  0.1853277 
## Iteration 1 lambda =  0.3667264 
## Iteration 2 lambda =  0.2400717 
## Iteration 3 lambda =  0.2147407 
## Iteration 4 lambda =  0.2096746 
## Iteration 5 lambda =  0.2086613 
## Iteration 6 lambda =  0.2084587 
## Iteration 7 lambda =  0.2084181 
## Iteration 8 lambda =  0.20841 
## Iteration 9 lambda =  0.2084084 
## Iteration 10 lambda =  0.2084081 
## Iteration 11 lambda =  0.208408 
## Iteration 1 lambda =  0.3450279 
## Iteration 2 lambda =  0.2140335 
## Iteration 3 lambda =  0.1878346 
## Iteration 4 lambda =  0.1825949 
## Iteration 5 lambda =  0.1815469 
## Iteration 6 lambda =  0.1813373 
## Iteration 7 lambda =  0.1812954 
## Iteration 8 lambda =  0.181287 
## Iteration 9 lambda =  0.1812853 
## Iteration 10 lambda =  0.181285 
## Iteration 11 lambda =  0.1812849 
## Iteration 1 lambda =  0.3196883 
## Iteration 2 lambda =  0.183626 
## Iteration 3 lambda =  0.1564135 
## Iteration 4 lambda =  0.150971 
## Iteration 5 lambda =  0.1498825 
## Iteration 6 lambda =  0.1496648 
## Iteration 7 lambda =  0.1496213 
## Iteration 8 lambda =  0.1496126 
## Iteration 9 lambda =  0.1496108 
## Iteration 10 lambda =  0.1496105 
## Iteration 11 lambda =  0.1496104 
## Iteration 1 lambda =  0.3007712 
## Iteration 2 lambda =  0.1609254 
## Iteration 3 lambda =  0.1329563 
## Iteration 4 lambda =  0.1273624 
## Iteration 5 lambda =  0.1262437 
## Iteration 6 lambda =  0.1260199 
## Iteration 7 lambda =  0.1259752 
## Iteration 8 lambda =  0.1259662 
## Iteration 9 lambda =  0.1259644 
## Iteration 10 lambda =  0.1259641 
## Iteration 11 lambda =  0.125964 
## Iteration 1 lambda =  0.3291578 
## Iteration 2 lambda =  0.1949894 
## Iteration 3 lambda =  0.1681557 
## Iteration 4 lambda =  0.162789 
## Iteration 5 lambda =  0.1617156 
## Iteration 6 lambda =  0.161501 
## Iteration 7 lambda =  0.161458 
## Iteration 8 lambda =  0.1614494 
## Iteration 9 lambda =  0.1614477 
## Iteration 10 lambda =  0.1614474 
## Iteration 11 lambda =  0.1614473 
## Iteration 1 lambda =  0.2781539 
## Iteration 2 lambda =  0.1337847 
## Iteration 3 lambda =  0.1049108 
## Iteration 4 lambda =  0.09913607 
## Iteration 5 lambda =  0.09798112 
## Iteration 6 lambda =  0.09775013 
## Iteration 7 lambda =  0.09770393 
## Iteration 8 lambda =  0.09769469 
## Iteration 9 lambda =  0.09769284 
## Iteration 10 lambda =  0.09769247 
## Iteration 11 lambda =  0.0976924 
## Iteration 1 lambda =  0.3523336 
## Iteration 2 lambda =  0.2228003 
## Iteration 3 lambda =  0.1968936 
## Iteration 4 lambda =  0.1917123 
## Iteration 5 lambda =  0.190676 
## Iteration 6 lambda =  0.1904688 
## Iteration 7 lambda =  0.1904273 
## Iteration 8 lambda =  0.190419 
## Iteration 9 lambda =  0.1904174 
## Iteration 10 lambda =  0.190417 
## Iteration 11 lambda =  0.190417 
## Iteration 1 lambda =  0.3393868 
## Iteration 2 lambda =  0.2072642 
## Iteration 3 lambda =  0.1808396 
## Iteration 4 lambda =  0.1755547 
## Iteration 5 lambda =  0.1744978 
## Iteration 6 lambda =  0.1742864 
## Iteration 7 lambda =  0.1742441 
## Iteration 8 lambda =  0.1742356 
## Iteration 9 lambda =  0.1742339 
## Iteration 10 lambda =  0.1742336 
## Iteration 11 lambda =  0.1742335 
## Iteration 1 lambda =  0.3270899 
## Iteration 2 lambda =  0.1925079 
## Iteration 3 lambda =  0.1655915 
## Iteration 4 lambda =  0.1602082 
## Iteration 5 lambda =  0.1591316 
## Iteration 6 lambda =  0.1589162 
## Iteration 7 lambda =  0.1588732 
## Iteration 8 lambda =  0.1588646 
## Iteration 9 lambda =  0.1588628 
## Iteration 10 lambda =  0.1588625 
## Iteration 11 lambda =  0.1588624 
## Iteration 1 lambda =  0.5040211 
## Iteration 2 lambda =  0.4048253 
## Iteration 3 lambda =  0.3849862 
## Iteration 4 lambda =  0.3810183 
## Iteration 5 lambda =  0.3802248 
## Iteration 6 lambda =  0.3800661 
## Iteration 7 lambda =  0.3800343 
## Iteration 8 lambda =  0.380028 
## Iteration 9 lambda =  0.3800267 
## Iteration 10 lambda =  0.3800264 
## Iteration 11 lambda =  0.3800264 
## Iteration 1 lambda =  0.3302635 
## Iteration 2 lambda =  0.1963162 
## Iteration 3 lambda =  0.1695267 
## Iteration 4 lambda =  0.1641688 
## Iteration 5 lambda =  0.1630972 
## Iteration 6 lambda =  0.1628829 
## Iteration 7 lambda =  0.1628401 
## Iteration 8 lambda =  0.1628315 
## Iteration 9 lambda =  0.1628298 
## Iteration 10 lambda =  0.1628294 
## Iteration 11 lambda =  0.1628294 
## Iteration 1 lambda =  0.415138 
## Iteration 2 lambda =  0.2981656 
## Iteration 3 lambda =  0.2747712 
## Iteration 4 lambda =  0.2700923 
## Iteration 5 lambda =  0.2691565 
## Iteration 6 lambda =  0.2689693 
## Iteration 7 lambda =  0.2689319 
## Iteration 8 lambda =  0.2689244 
## Iteration 9 lambda =  0.2689229 
## Iteration 10 lambda =  0.2689226 
## Iteration 11 lambda =  0.2689226 
## Iteration 1 lambda =  0.3736046 
## Iteration 2 lambda =  0.2483255 
## Iteration 3 lambda =  0.2232697 
## Iteration 4 lambda =  0.2182585 
## Iteration 5 lambda =  0.2172563 
## Iteration 6 lambda =  0.2170558 
## Iteration 7 lambda =  0.2170157 
## Iteration 8 lambda =  0.2170077 
## Iteration 9 lambda =  0.2170061 
## Iteration 10 lambda =  0.2170058 
## Iteration 11 lambda =  0.2170057 
## Iteration 1 lambda =  0.427115 
## Iteration 2 lambda =  0.312538 
## Iteration 3 lambda =  0.2896226 
## Iteration 4 lambda =  0.2850395 
## Iteration 5 lambda =  0.2841229 
## Iteration 6 lambda =  0.2839395 
## Iteration 7 lambda =  0.2839029 
## Iteration 8 lambda =  0.2838955 
## Iteration 9 lambda =  0.2838941 
## Iteration 10 lambda =  0.2838938 
## Iteration 11 lambda =  0.2838937 
## Iteration 1 lambda =  0.3711001 
## Iteration 2 lambda =  0.2453201 
## Iteration 3 lambda =  0.2201641 
## Iteration 4 lambda =  0.2151329 
## Iteration 5 lambda =  0.2141266 
## Iteration 6 lambda =  0.2139254 
## Iteration 7 lambda =  0.2138851 
## Iteration 8 lambda =  0.2138771 
## Iteration 9 lambda =  0.2138755 
## Iteration 10 lambda =  0.2138751 
## Iteration 11 lambda =  0.2138751 
## Iteration 1 lambda =  0.3835613 
## Iteration 2 lambda =  0.2602736 
## Iteration 3 lambda =  0.2356161 
## Iteration 4 lambda =  0.2306846 
## Iteration 5 lambda =  0.2296983 
## Iteration 6 lambda =  0.229501 
## Iteration 7 lambda =  0.2294615 
## Iteration 8 lambda =  0.2294537 
## Iteration 9 lambda =  0.2294521 
## Iteration 10 lambda =  0.2294518 
## Iteration 11 lambda =  0.2294517 
## Iteration 1 lambda =  0.4151338 
## Iteration 2 lambda =  0.2981606 
## Iteration 3 lambda =  0.2747659 
## Iteration 4 lambda =  0.270087 
## Iteration 5 lambda =  0.2691512 
## Iteration 6 lambda =  0.2689641 
## Iteration 7 lambda =  0.2689266 
## Iteration 8 lambda =  0.2689191 
## Iteration 9 lambda =  0.2689176 
## Iteration 10 lambda =  0.2689173 
## Iteration 11 lambda =  0.2689173 
## Iteration 1 lambda =  0.3723872 
## Iteration 2 lambda =  0.2468646 
## Iteration 3 lambda =  0.2217601 
## Iteration 4 lambda =  0.2167392 
## Iteration 5 lambda =  0.215735 
## Iteration 6 lambda =  0.2155342 
## Iteration 7 lambda =  0.215494 
## Iteration 8 lambda =  0.215486 
## Iteration 9 lambda =  0.2154844 
## Iteration 10 lambda =  0.2154841 
## Iteration 11 lambda =  0.215484 
## Iteration 1 lambda =  0.4662593 
## Iteration 2 lambda =  0.3595112 
## Iteration 3 lambda =  0.3381616 
## Iteration 4 lambda =  0.3338917 
## Iteration 5 lambda =  0.3330377 
## Iteration 6 lambda =  0.3328669 
## Iteration 7 lambda =  0.3328327 
## Iteration 8 lambda =  0.3328259 
## Iteration 9 lambda =  0.3328245 
## Iteration 10 lambda =  0.3328242 
## Iteration 11 lambda =  0.3328242 
## Iteration 1 lambda =  0.3132108 
## Iteration 2 lambda =  0.1758529 
## Iteration 3 lambda =  0.1483813 
## Iteration 4 lambda =  0.142887 
## Iteration 5 lambda =  0.1417882 
## Iteration 6 lambda =  0.1415684 
## Iteration 7 lambda =  0.1415244 
## Iteration 8 lambda =  0.1415156 
## Iteration 9 lambda =  0.1415139 
## Iteration 10 lambda =  0.1415135 
## Iteration 11 lambda =  0.1415135 
## Iteration 1 lambda =  0.32881 
## Iteration 2 lambda =  0.194572 
## Iteration 3 lambda =  0.1677244 
## Iteration 4 lambda =  0.1623548 
## Iteration 5 lambda =  0.1612809 
## Iteration 6 lambda =  0.1610662 
## Iteration 7 lambda =  0.1610232 
## Iteration 8 lambda =  0.1610146 
## Iteration 9 lambda =  0.1610129 
## Iteration 10 lambda =  0.1610126 
## Iteration 11 lambda =  0.1610125 
## Iteration 1 lambda =  0.399462 
## Iteration 2 lambda =  0.2793544 
## Iteration 3 lambda =  0.2553329 
## Iteration 4 lambda =  0.2505286 
## Iteration 5 lambda =  0.2495677 
## Iteration 6 lambda =  0.2493755 
## Iteration 7 lambda =  0.2493371 
## Iteration 8 lambda =  0.2493294 
## Iteration 9 lambda =  0.2493279 
## Iteration 10 lambda =  0.2493276 
## Iteration 11 lambda =  0.2493275 
## Iteration 1 lambda =  0.3503453 
## Iteration 2 lambda =  0.2204144 
## Iteration 3 lambda =  0.1944282 
## Iteration 4 lambda =  0.189231 
## Iteration 5 lambda =  0.1881915 
## Iteration 6 lambda =  0.1879836 
## Iteration 7 lambda =  0.187942 
## Iteration 8 lambda =  0.1879337 
## Iteration 9 lambda =  0.1879321 
## Iteration 10 lambda =  0.1879317 
## Iteration 11 lambda =  0.1879317 
## Iteration 1 lambda =  0.363527 
## Iteration 2 lambda =  0.2362324 
## Iteration 3 lambda =  0.2107735 
## Iteration 4 lambda =  0.2056817 
## Iteration 5 lambda =  0.2046633 
## Iteration 6 lambda =  0.2044597 
## Iteration 7 lambda =  0.2044189 
## Iteration 8 lambda =  0.2044108 
## Iteration 9 lambda =  0.2044091 
## Iteration 10 lambda =  0.2044088 
## Iteration 11 lambda =  0.2044087 
## Iteration 1 lambda =  0.3453467 
## Iteration 2 lambda =  0.214416 
## Iteration 3 lambda =  0.1882298 
## Iteration 4 lambda =  0.1829926 
## Iteration 5 lambda =  0.1819452 
## Iteration 6 lambda =  0.1817357 
## Iteration 7 lambda =  0.1816938 
## Iteration 8 lambda =  0.1816854 
## Iteration 9 lambda =  0.1816837 
## Iteration 10 lambda =  0.1816834 
## Iteration 11 lambda =  0.1816833 
## Iteration 1 lambda =  0.3820103 
## Iteration 2 lambda =  0.2584123 
## Iteration 3 lambda =  0.2336927 
## Iteration 4 lambda =  0.2287488 
## Iteration 5 lambda =  0.22776 
## Iteration 6 lambda =  0.2275623 
## Iteration 7 lambda =  0.2275227 
## Iteration 8 lambda =  0.2275148 
## Iteration 9 lambda =  0.2275132 
## Iteration 10 lambda =  0.2275129 
## Iteration 11 lambda =  0.2275128 
## Iteration 1 lambda =  0.4155958 
## Iteration 2 lambda =  0.2987149 
## Iteration 3 lambda =  0.2753388 
## Iteration 4 lambda =  0.2706635 
## Iteration 5 lambda =  0.2697285 
## Iteration 6 lambda =  0.2695415 
## Iteration 7 lambda =  0.2695041 
## Iteration 8 lambda =  0.2694966 
## Iteration 9 lambda =  0.2694951 
## Iteration 10 lambda =  0.2694948 
## Iteration 11 lambda =  0.2694947 
## Iteration 1 lambda =  0.3816708 
## Iteration 2 lambda =  0.2580049 
## Iteration 3 lambda =  0.2332717 
## Iteration 4 lambda =  0.2283251 
## Iteration 5 lambda =  0.2273358 
## Iteration 6 lambda =  0.2271379 
## Iteration 7 lambda =  0.2270983 
## Iteration 8 lambda =  0.2270904 
## Iteration 9 lambda =  0.2270888 
## Iteration 10 lambda =  0.2270885 
## Iteration 11 lambda =  0.2270885 
## Iteration 1 lambda =  0.3859269 
## Iteration 2 lambda =  0.2631123 
## Iteration 3 lambda =  0.2385494 
## Iteration 4 lambda =  0.2336368 
## Iteration 5 lambda =  0.2326543 
## Iteration 6 lambda =  0.2324578 
## Iteration 7 lambda =  0.2324185 
## Iteration 8 lambda =  0.2324106 
## Iteration 9 lambda =  0.232409 
## Iteration 10 lambda =  0.2324087 
## Iteration 11 lambda =  0.2324087 
## Iteration 1 lambda =  0.3301668 
## Iteration 2 lambda =  0.1962001 
## Iteration 3 lambda =  0.1694068 
## Iteration 4 lambda =  0.1640481 
## Iteration 5 lambda =  0.1629764 
## Iteration 6 lambda =  0.1627621 
## Iteration 7 lambda =  0.1627192 
## Iteration 8 lambda =  0.1627106 
## Iteration 9 lambda =  0.1627089 
## Iteration 10 lambda =  0.1627086 
## Iteration 11 lambda =  0.1627085 
## Iteration 1 lambda =  0.3205689 
## Iteration 2 lambda =  0.1846827 
## Iteration 3 lambda =  0.1575054 
## Iteration 4 lambda =  0.15207 
## Iteration 5 lambda =  0.1509829 
## Iteration 6 lambda =  0.1507655 
## Iteration 7 lambda =  0.150722 
## Iteration 8 lambda =  0.1507133 
## Iteration 9 lambda =  0.1507116 
## Iteration 10 lambda =  0.1507112 
## Iteration 11 lambda =  0.1507112 
## Iteration 1 lambda =  0.2897733 
## Iteration 2 lambda =  0.147728 
## Iteration 3 lambda =  0.1193189 
## Iteration 4 lambda =  0.1136371 
## Iteration 5 lambda =  0.1125007 
## Iteration 6 lambda =  0.1122734 
## Iteration 7 lambda =  0.112228 
## Iteration 8 lambda =  0.1122189 
## Iteration 9 lambda =  0.1122171 
## Iteration 10 lambda =  0.1122167 
## Iteration 11 lambda =  0.1122166 
## Iteration 1 lambda =  0.328316 
## Iteration 2 lambda =  0.1939792 
## Iteration 3 lambda =  0.1671118 
## Iteration 4 lambda =  0.1617384 
## Iteration 5 lambda =  0.1606637 
## Iteration 6 lambda =  0.1604487 
## Iteration 7 lambda =  0.1604057 
## Iteration 8 lambda =  0.1603971 
## Iteration 9 lambda =  0.1603954 
## Iteration 10 lambda =  0.1603951 
## Iteration 11 lambda =  0.160395 
## Iteration 1 lambda =  0.2991264 
## Iteration 2 lambda =  0.1589516 
## Iteration 3 lambda =  0.1309167 
## Iteration 4 lambda =  0.1253097 
## Iteration 5 lambda =  0.1241883 
## Iteration 6 lambda =  0.123964 
## Iteration 7 lambda =  0.1239192 
## Iteration 8 lambda =  0.1239102 
## Iteration 9 lambda =  0.1239084 
## Iteration 10 lambda =  0.1239081 
## Iteration 11 lambda =  0.123908 
## Iteration 1 lambda =  0.387399 
## Iteration 2 lambda =  0.2648788 
## Iteration 3 lambda =  0.2403748 
## Iteration 4 lambda =  0.235474 
## Iteration 5 lambda =  0.2344938 
## Iteration 6 lambda =  0.2342978 
## Iteration 7 lambda =  0.2342586 
## Iteration 8 lambda =  0.2342507 
## Iteration 9 lambda =  0.2342492 
## Iteration 10 lambda =  0.2342489 
## Iteration 11 lambda =  0.2342488 
## Iteration 1 lambda =  0.4108775 
## Iteration 2 lambda =  0.293053 
## Iteration 3 lambda =  0.2694881 
## Iteration 4 lambda =  0.2647751 
## Iteration 5 lambda =  0.2638325 
## Iteration 6 lambda =  0.263644 
## Iteration 7 lambda =  0.2636063 
## Iteration 8 lambda =  0.2635988 
## Iteration 9 lambda =  0.2635972 
## Iteration 10 lambda =  0.2635969 
## Iteration 11 lambda =  0.2635969 
## Iteration 1 lambda =  0.3646603 
## Iteration 2 lambda =  0.2375923 
## Iteration 3 lambda =  0.2121787 
## Iteration 4 lambda =  0.207096 
## Iteration 5 lambda =  0.2060795 
## Iteration 6 lambda =  0.2058762 
## Iteration 7 lambda =  0.2058355 
## Iteration 8 lambda =  0.2058274 
## Iteration 9 lambda =  0.2058257 
## Iteration 10 lambda =  0.2058254 
## Iteration 11 lambda =  0.2058253 
## Iteration 1 lambda =  0.3301483 
## Iteration 2 lambda =  0.196178 
## Iteration 3 lambda =  0.1693839 
## Iteration 4 lambda =  0.1640251 
## Iteration 5 lambda =  0.1629533 
## Iteration 6 lambda =  0.162739 
## Iteration 7 lambda =  0.1626961 
## Iteration 8 lambda =  0.1626876 
## Iteration 9 lambda =  0.1626858 
## Iteration 10 lambda =  0.1626855 
## Iteration 11 lambda =  0.1626854 
## Iteration 1 lambda =  0.3176399 
## Iteration 2 lambda =  0.1811679 
## Iteration 3 lambda =  0.1538735 
## Iteration 4 lambda =  0.1484146 
## Iteration 5 lambda =  0.1473229 
## Iteration 6 lambda =  0.1471045 
## Iteration 7 lambda =  0.1470608 
## Iteration 8 lambda =  0.1470521 
## Iteration 9 lambda =  0.1470503 
## Iteration 10 lambda =  0.14705 
## Iteration 11 lambda =  0.1470499 
## Iteration 1 lambda =  0.4527935 
## Iteration 2 lambda =  0.3433522 
## Iteration 3 lambda =  0.3214639 
## Iteration 4 lambda =  0.3170863 
## Iteration 5 lambda =  0.3162107 
## Iteration 6 lambda =  0.3160356 
## Iteration 7 lambda =  0.3160006 
## Iteration 8 lambda =  0.3159936 
## Iteration 9 lambda =  0.3159922 
## Iteration 10 lambda =  0.3159919 
## Iteration 11 lambda =  0.3159919 
## Iteration 1 lambda =  0.3851552 
## Iteration 2 lambda =  0.2621863 
## Iteration 3 lambda =  0.2375925 
## Iteration 4 lambda =  0.2326737 
## Iteration 5 lambda =  0.23169 
## Iteration 6 lambda =  0.2314932 
## Iteration 7 lambda =  0.2314539 
## Iteration 8 lambda =  0.231446 
## Iteration 9 lambda =  0.2314445 
## Iteration 10 lambda =  0.2314441 
## Iteration 11 lambda =  0.2314441 
## Iteration 1 lambda =  0.3502142 
## Iteration 2 lambda =  0.220257 
## Iteration 3 lambda =  0.1942656 
## Iteration 4 lambda =  0.1890673 
## Iteration 5 lambda =  0.1880276 
## Iteration 6 lambda =  0.1878197 
## Iteration 7 lambda =  0.1877781 
## Iteration 8 lambda =  0.1877698 
## Iteration 9 lambda =  0.1877681 
## Iteration 10 lambda =  0.1877678 
## Iteration 11 lambda =  0.1877677 
## Iteration 1 lambda =  0.3353707 
## Iteration 2 lambda =  0.2024448 
## Iteration 3 lambda =  0.1758596 
## Iteration 4 lambda =  0.1705426 
## Iteration 5 lambda =  0.1694792 
## Iteration 6 lambda =  0.1692665 
## Iteration 7 lambda =  0.169224 
## Iteration 8 lambda =  0.1692155 
## Iteration 9 lambda =  0.1692138 
## Iteration 10 lambda =  0.1692134 
## Iteration 11 lambda =  0.1692134 
## Iteration 1 lambda =  0.3745401 
## Iteration 2 lambda =  0.2494482 
## Iteration 3 lambda =  0.2244298 
## Iteration 4 lambda =  0.2194261 
## Iteration 5 lambda =  0.2184254 
## Iteration 6 lambda =  0.2182252 
## Iteration 7 lambda =  0.2181852 
## Iteration 8 lambda =  0.2181772 
## Iteration 9 lambda =  0.2181756 
## Iteration 10 lambda =  0.2181752 
## Iteration 11 lambda =  0.2181752 
## Iteration 1 lambda =  0.3558385 
## Iteration 2 lambda =  0.2270062 
## Iteration 3 lambda =  0.2012398 
## Iteration 4 lambda =  0.1960865 
## Iteration 5 lambda =  0.1950558 
## Iteration 6 lambda =  0.1948497 
## Iteration 7 lambda =  0.1948085 
## Iteration 8 lambda =  0.1948002 
## Iteration 9 lambda =  0.1947986 
## Iteration 10 lambda =  0.1947982 
## Iteration 11 lambda =  0.1947982 
## Iteration 1 lambda =  0.3997753 
## Iteration 2 lambda =  0.2797304 
## Iteration 3 lambda =  0.2557214 
## Iteration 4 lambda =  0.2509196 
## Iteration 5 lambda =  0.2499593 
## Iteration 6 lambda =  0.2497672 
## Iteration 7 lambda =  0.2497288 
## Iteration 8 lambda =  0.2497211 
## Iteration 9 lambda =  0.2497196 
## Iteration 10 lambda =  0.2497193 
## Iteration 11 lambda =  0.2497192 
## Iteration 1 lambda =  0.4655417 
## Iteration 2 lambda =  0.35865 
## Iteration 3 lambda =  0.3372717 
## Iteration 4 lambda =  0.332996 
## Iteration 5 lambda =  0.3321409 
## Iteration 6 lambda =  0.3319699 
## Iteration 7 lambda =  0.3319357 
## Iteration 8 lambda =  0.3319288 
## Iteration 9 lambda =  0.3319275 
## Iteration 10 lambda =  0.3319272 
## Iteration 11 lambda =  0.3319271 
## Iteration 1 lambda =  0.5034617 
## Iteration 2 lambda =  0.4041541 
## Iteration 3 lambda =  0.3842925 
## Iteration 4 lambda =  0.3803202 
## Iteration 5 lambda =  0.3795258 
## Iteration 6 lambda =  0.3793669 
## Iteration 7 lambda =  0.3793351 
## Iteration 8 lambda =  0.3793287 
## Iteration 9 lambda =  0.3793275 
## Iteration 10 lambda =  0.3793272 
## Iteration 11 lambda =  0.3793272 
## Iteration 1 lambda =  0.3782839 
## Iteration 2 lambda =  0.2539407 
## Iteration 3 lambda =  0.229072 
## Iteration 4 lambda =  0.2240983 
## Iteration 5 lambda =  0.2231036 
## Iteration 6 lambda =  0.2229046 
## Iteration 7 lambda =  0.2228648 
## Iteration 8 lambda =  0.2228569 
## Iteration 9 lambda =  0.2228553 
## Iteration 10 lambda =  0.222855 
## Iteration 11 lambda =  0.2228549 
## Iteration 1 lambda =  0.3657211 
## Iteration 2 lambda =  0.2388653 
## Iteration 3 lambda =  0.2134941 
## Iteration 4 lambda =  0.2084199 
## Iteration 5 lambda =  0.207405 
## Iteration 6 lambda =  0.2072021 
## Iteration 7 lambda =  0.2071615 
## Iteration 8 lambda =  0.2071533 
## Iteration 9 lambda =  0.2071517 
## Iteration 10 lambda =  0.2071514 
## Iteration 11 lambda =  0.2071513 
## Iteration 1 lambda =  0.3979196 
## Iteration 2 lambda =  0.2775035 
## Iteration 3 lambda =  0.2534203 
## Iteration 4 lambda =  0.2486036 
## Iteration 5 lambda =  0.2476403 
## Iteration 6 lambda =  0.2474476 
## Iteration 7 lambda =  0.2474091 
## Iteration 8 lambda =  0.2474014 
## Iteration 9 lambda =  0.2473999 
## Iteration 10 lambda =  0.2473995 
## Iteration 11 lambda =  0.2473995 
## Iteration 1 lambda =  0.3917252 
## Iteration 2 lambda =  0.2700703 
## Iteration 3 lambda =  0.2457393 
## Iteration 4 lambda =  0.2408731 
## Iteration 5 lambda =  0.2398998 
## Iteration 6 lambda =  0.2397052 
## Iteration 7 lambda =  0.2396662 
## Iteration 8 lambda =  0.2396585 
## Iteration 9 lambda =  0.2396569 
## Iteration 10 lambda =  0.2396566 
## Iteration 11 lambda =  0.2396565 
## Iteration 1 lambda =  0.3119769 
## Iteration 2 lambda =  0.1743723 
## Iteration 3 lambda =  0.1468513 
## Iteration 4 lambda =  0.1413472 
## Iteration 5 lambda =  0.1402463 
## Iteration 6 lambda =  0.1400261 
## Iteration 7 lambda =  0.1399821 
## Iteration 8 lambda =  0.1399733 
## Iteration 9 lambda =  0.1399715 
## Iteration 10 lambda =  0.1399712 
## Iteration 11 lambda =  0.1399711 
## Iteration 1 lambda =  0.4293739 
## Iteration 2 lambda =  0.3152487 
## Iteration 3 lambda =  0.2924236 
## Iteration 4 lambda =  0.2878586 
## Iteration 5 lambda =  0.2869456 
## Iteration 6 lambda =  0.286763 
## Iteration 7 lambda =  0.2867265 
## Iteration 8 lambda =  0.2867192 
## Iteration 9 lambda =  0.2867177 
## Iteration 10 lambda =  0.2867174 
## Iteration 11 lambda =  0.2867174 
## Iteration 1 lambda =  0.3850384 
## Iteration 2 lambda =  0.2620461 
## Iteration 3 lambda =  0.2374477 
## Iteration 4 lambda =  0.232528 
## Iteration 5 lambda =  0.231544 
## Iteration 6 lambda =  0.2313473 
## Iteration 7 lambda =  0.2313079 
## Iteration 8 lambda =  0.2313 
## Iteration 9 lambda =  0.2312985 
## Iteration 10 lambda =  0.2312981 
## Iteration 11 lambda =  0.2312981 
## Iteration 1 lambda =  0.387837 
## Iteration 2 lambda =  0.2654044 
## Iteration 3 lambda =  0.2409179 
## Iteration 4 lambda =  0.2360205 
## Iteration 5 lambda =  0.2350411 
## Iteration 6 lambda =  0.2348452 
## Iteration 7 lambda =  0.234806 
## Iteration 8 lambda =  0.2347982 
## Iteration 9 lambda =  0.2347966 
## Iteration 10 lambda =  0.2347963 
## Iteration 11 lambda =  0.2347962 
## Iteration 1 lambda =  0.3195578 
## Iteration 2 lambda =  0.1834694 
## Iteration 3 lambda =  0.1562517 
## Iteration 4 lambda =  0.1508082 
## Iteration 5 lambda =  0.1497195 
## Iteration 6 lambda =  0.1495017 
## Iteration 7 lambda =  0.1494582 
## Iteration 8 lambda =  0.1494495 
## Iteration 9 lambda =  0.1494477 
## Iteration 10 lambda =  0.1494474 
## Iteration 11 lambda =  0.1494473 
## Iteration 1 lambda =  0.2807288 
## Iteration 2 lambda =  0.1368745 
## Iteration 3 lambda =  0.1081037 
## Iteration 4 lambda =  0.1023495 
## Iteration 5 lambda =  0.1011987 
## Iteration 6 lambda =  0.1009685 
## Iteration 7 lambda =  0.1009225 
## Iteration 8 lambda =  0.1009132 
## Iteration 9 lambda =  0.1009114 
## Iteration 10 lambda =  0.100911 
## Iteration 11 lambda =  0.100911 
## Iteration 1 lambda =  0.3540443 
## Iteration 2 lambda =  0.2248532 
## Iteration 3 lambda =  0.199015 
## Iteration 4 lambda =  0.1938473 
## Iteration 5 lambda =  0.1928138 
## Iteration 6 lambda =  0.1926071 
## Iteration 7 lambda =  0.1925658 
## Iteration 8 lambda =  0.1925575 
## Iteration 9 lambda =  0.1925558 
## Iteration 10 lambda =  0.1925555 
## Iteration 11 lambda =  0.1925554 
## Iteration 1 lambda =  0.4346482 
## Iteration 2 lambda =  0.3215778 
## Iteration 3 lambda =  0.2989638 
## Iteration 4 lambda =  0.294441 
## Iteration 5 lambda =  0.2935364 
## Iteration 6 lambda =  0.2933555 
## Iteration 7 lambda =  0.2933193 
## Iteration 8 lambda =  0.2933121 
## Iteration 9 lambda =  0.2933106 
## Iteration 10 lambda =  0.2933103 
## Iteration 11 lambda =  0.2933103 
## Iteration 1 lambda =  0.3783418 
## Iteration 2 lambda =  0.2540102 
## Iteration 3 lambda =  0.2291438 
## Iteration 4 lambda =  0.2241706 
## Iteration 5 lambda =  0.2231759 
## Iteration 6 lambda =  0.222977 
## Iteration 7 lambda =  0.2229372 
## Iteration 8 lambda =  0.2229292 
## Iteration 9 lambda =  0.2229277 
## Iteration 10 lambda =  0.2229273 
## Iteration 11 lambda =  0.2229273 
## Iteration 1 lambda =  0.3239955 
## Iteration 2 lambda =  0.1887946 
## Iteration 3 lambda =  0.1617545 
## Iteration 4 lambda =  0.1563464 
## Iteration 5 lambda =  0.1552648 
## Iteration 6 lambda =  0.1550485 
## Iteration 7 lambda =  0.1550052 
## Iteration 8 lambda =  0.1549966 
## Iteration 9 lambda =  0.1549949 
## Iteration 10 lambda =  0.1549945 
## Iteration 11 lambda =  0.1549944 
## Iteration 1 lambda =  0.2967464 
## Iteration 2 lambda =  0.1560956 
## Iteration 3 lambda =  0.1279655 
## Iteration 4 lambda =  0.1223395 
## Iteration 5 lambda =  0.1212143 
## Iteration 6 lambda =  0.1209892 
## Iteration 7 lambda =  0.1209442 
## Iteration 8 lambda =  0.1209352 
## Iteration 9 lambda =  0.1209334 
## Iteration 10 lambda =  0.120933 
## Iteration 11 lambda =  0.120933 
## Iteration 1 lambda =  0.3537883 
## Iteration 2 lambda =  0.224546 
## Iteration 3 lambda =  0.1986975 
## Iteration 4 lambda =  0.1935278 
## Iteration 5 lambda =  0.1924939 
## Iteration 6 lambda =  0.1922871 
## Iteration 7 lambda =  0.1922457 
## Iteration 8 lambda =  0.1922374 
## Iteration 9 lambda =  0.1922358 
## Iteration 10 lambda =  0.1922355 
## Iteration 11 lambda =  0.1922354 
## Iteration 1 lambda =  0.2899942 
## Iteration 2 lambda =  0.147993 
## Iteration 3 lambda =  0.1195928 
## Iteration 4 lambda =  0.1139127 
## Iteration 5 lambda =  0.1127767 
## Iteration 6 lambda =  0.1125495 
## Iteration 7 lambda =  0.1125041 
## Iteration 8 lambda =  0.112495 
## Iteration 9 lambda =  0.1124932 
## Iteration 10 lambda =  0.1124928 
## Iteration 11 lambda =  0.1124927 
## Iteration 1 lambda =  0.401453 
## Iteration 2 lambda =  0.2817436 
## Iteration 3 lambda =  0.2578018 
## Iteration 4 lambda =  0.2530134 
## Iteration 5 lambda =  0.2520557 
## Iteration 6 lambda =  0.2518642 
## Iteration 7 lambda =  0.2518259 
## Iteration 8 lambda =  0.2518182 
## Iteration 9 lambda =  0.2518167 
## Iteration 10 lambda =  0.2518164 
## Iteration 11 lambda =  0.2518163 
## Iteration 1 lambda =  0.3128112 
## Iteration 2 lambda =  0.1753734 
## Iteration 3 lambda =  0.1478858 
## Iteration 4 lambda =  0.1423883 
## Iteration 5 lambda =  0.1412888 
## Iteration 6 lambda =  0.1410689 
## Iteration 7 lambda =  0.1410249 
## Iteration 8 lambda =  0.1410161 
## Iteration 9 lambda =  0.1410144 
## Iteration 10 lambda =  0.141014 
## Iteration 11 lambda =  0.141014 
## Iteration 1 lambda =  0.3753164 
## Iteration 2 lambda =  0.2503796 
## Iteration 3 lambda =  0.2253923 
## Iteration 4 lambda =  0.2203948 
## Iteration 5 lambda =  0.2193953 
## Iteration 6 lambda =  0.2191954 
## Iteration 7 lambda =  0.2191555 
## Iteration 8 lambda =  0.2191475 
## Iteration 9 lambda =  0.2191459 
## Iteration 10 lambda =  0.2191455 
## Iteration 11 lambda =  0.2191455 
## Iteration 1 lambda =  0.3359825 
## Iteration 2 lambda =  0.203179 
## Iteration 3 lambda =  0.1766183 
## Iteration 4 lambda =  0.1713061 
## Iteration 5 lambda =  0.1702437 
## Iteration 6 lambda =  0.1700312 
## Iteration 7 lambda =  0.1699887 
## Iteration 8 lambda =  0.1699802 
## Iteration 9 lambda =  0.1699785 
## Iteration 10 lambda =  0.1699782 
## Iteration 11 lambda =  0.1699781 
## Iteration 1 lambda =  0.3217081 
## Iteration 2 lambda =  0.1860498 
## Iteration 3 lambda =  0.1589181 
## Iteration 4 lambda =  0.1534917 
## Iteration 5 lambda =  0.1524065 
## Iteration 6 lambda =  0.1521894 
## Iteration 7 lambda =  0.152146 
## Iteration 8 lambda =  0.1521373 
## Iteration 9 lambda =  0.1521356 
## Iteration 10 lambda =  0.1521352 
## Iteration 11 lambda =  0.1521352 
## Iteration 1 lambda =  0.2844063 
## Iteration 2 lambda =  0.1412875 
## Iteration 3 lambda =  0.1126638 
## Iteration 4 lambda =  0.106939 
## Iteration 5 lambda =  0.1057941 
## Iteration 6 lambda =  0.1055651 
## Iteration 7 lambda =  0.1055193 
## Iteration 8 lambda =  0.1055101 
## Iteration 9 lambda =  0.1055083 
## Iteration 10 lambda =  0.1055079 
## Iteration 11 lambda =  0.1055078 
## Iteration 1 lambda =  0.3691064 
## Iteration 2 lambda =  0.2429277 
## Iteration 3 lambda =  0.217692 
## Iteration 4 lambda =  0.2126448 
## Iteration 5 lambda =  0.2116354 
## Iteration 6 lambda =  0.2114335 
## Iteration 7 lambda =  0.2113931 
## Iteration 8 lambda =  0.211385 
## Iteration 9 lambda =  0.2113834 
## Iteration 10 lambda =  0.2113831 
## Iteration 11 lambda =  0.211383 
## Iteration 1 lambda =  0.390095 
## Iteration 2 lambda =  0.2681139 
## Iteration 3 lambda =  0.2437177 
## Iteration 4 lambda =  0.2388385 
## Iteration 5 lambda =  0.2378627 
## Iteration 6 lambda =  0.2376675 
## Iteration 7 lambda =  0.2376285 
## Iteration 8 lambda =  0.2376206 
## Iteration 9 lambda =  0.2376191 
## Iteration 10 lambda =  0.2376188 
## Iteration 11 lambda =  0.2376187 
## Iteration 1 lambda =  0.3617052 
## Iteration 2 lambda =  0.2340463 
## Iteration 3 lambda =  0.2085145 
## Iteration 4 lambda =  0.2034081 
## Iteration 5 lambda =  0.2023869 
## Iteration 6 lambda =  0.2021826 
## Iteration 7 lambda =  0.2021417 
## Iteration 8 lambda =  0.2021336 
## Iteration 9 lambda =  0.2021319 
## Iteration 10 lambda =  0.2021316 
## Iteration 11 lambda =  0.2021316 
## Iteration 1 lambda =  0.3625138 
## Iteration 2 lambda =  0.2350165 
## Iteration 3 lambda =  0.2095171 
## Iteration 4 lambda =  0.2044172 
## Iteration 5 lambda =  0.2033972 
## Iteration 6 lambda =  0.2031932 
## Iteration 7 lambda =  0.2031524 
## Iteration 8 lambda =  0.2031442 
## Iteration 9 lambda =  0.2031426 
## Iteration 10 lambda =  0.2031423 
## Iteration 11 lambda =  0.2031422 
## Iteration 1 lambda =  0.3859471 
## Iteration 2 lambda =  0.2631365 
## Iteration 3 lambda =  0.2385744 
## Iteration 4 lambda =  0.2336619 
## Iteration 5 lambda =  0.2326795 
## Iteration 6 lambda =  0.232483 
## Iteration 7 lambda =  0.2324437 
## Iteration 8 lambda =  0.2324358 
## Iteration 9 lambda =  0.2324342 
## Iteration 10 lambda =  0.2324339 
## Iteration 11 lambda =  0.2324339 
## Iteration 1 lambda =  0.3545293 
## Iteration 2 lambda =  0.2254351 
## Iteration 3 lambda =  0.1996163 
## Iteration 4 lambda =  0.1944525 
## Iteration 5 lambda =  0.1934198 
## Iteration 6 lambda =  0.1932132 
## Iteration 7 lambda =  0.1931719 
## Iteration 8 lambda =  0.1931637 
## Iteration 9 lambda =  0.193162 
## Iteration 10 lambda =  0.1931617 
## Iteration 11 lambda =  0.1931616 
## Iteration 1 lambda =  0.4507188 
## Iteration 2 lambda =  0.3408625 
## Iteration 3 lambda =  0.3188913 
## Iteration 4 lambda =  0.314497 
## Iteration 5 lambda =  0.3136182 
## Iteration 6 lambda =  0.3134424 
## Iteration 7 lambda =  0.3134073 
## Iteration 8 lambda =  0.3134002 
## Iteration 9 lambda =  0.3133988 
## Iteration 10 lambda =  0.3133985 
## Iteration 11 lambda =  0.3133985 
## Iteration 1 lambda =  0.3453133 
## Iteration 2 lambda =  0.2143759 
## Iteration 3 lambda =  0.1881884 
## Iteration 4 lambda =  0.1829509 
## Iteration 5 lambda =  0.1819034 
## Iteration 6 lambda =  0.1816939 
## Iteration 7 lambda =  0.181652 
## Iteration 8 lambda =  0.1816437 
## Iteration 9 lambda =  0.181642 
## Iteration 10 lambda =  0.1816417 
## Iteration 11 lambda =  0.1816416 
## Iteration 1 lambda =  0.3750279 
## Iteration 2 lambda =  0.2500335 
## Iteration 3 lambda =  0.2250346 
## Iteration 4 lambda =  0.2200348 
## Iteration 5 lambda =  0.2190349 
## Iteration 6 lambda =  0.2188349 
## Iteration 7 lambda =  0.2187949 
## Iteration 8 lambda =  0.2187869 
## Iteration 9 lambda =  0.2187853 
## Iteration 10 lambda =  0.2187849 
## Iteration 11 lambda =  0.2187849 
## Iteration 1 lambda =  0.4042044 
## Iteration 2 lambda =  0.2850453 
## Iteration 3 lambda =  0.2612135 
## Iteration 4 lambda =  0.2564471 
## Iteration 5 lambda =  0.2554939 
## Iteration 6 lambda =  0.2553032 
## Iteration 7 lambda =  0.2552651 
## Iteration 8 lambda =  0.2552574 
## Iteration 9 lambda =  0.2552559 
## Iteration 10 lambda =  0.2552556 
## Iteration 11 lambda =  0.2552556 
## Iteration 1 lambda =  0.4194529 
## Iteration 2 lambda =  0.3033435 
## Iteration 3 lambda =  0.2801216 
## Iteration 4 lambda =  0.2754772 
## Iteration 5 lambda =  0.2745483 
## Iteration 6 lambda =  0.2743626 
## Iteration 7 lambda =  0.2743254 
## Iteration 8 lambda =  0.274318 
## Iteration 9 lambda =  0.2743165 
## Iteration 10 lambda =  0.2743162 
## Iteration 11 lambda =  0.2743161 
## Iteration 1 lambda =  0.360869 
## Iteration 2 lambda =  0.2330428 
## Iteration 3 lambda =  0.2074776 
## Iteration 4 lambda =  0.2023645 
## Iteration 5 lambda =  0.2013419 
## Iteration 6 lambda =  0.2011374 
## Iteration 7 lambda =  0.2010965 
## Iteration 8 lambda =  0.2010883 
## Iteration 9 lambda =  0.2010867 
## Iteration 10 lambda =  0.2010863 
## Iteration 11 lambda =  0.2010863 
## Iteration 1 lambda =  0.2790985 
## Iteration 2 lambda =  0.1349182 
## Iteration 3 lambda =  0.1060822 
## Iteration 4 lambda =  0.100315 
## Iteration 5 lambda =  0.09916152 
## Iteration 6 lambda =  0.09893084 
## Iteration 7 lambda =  0.0988847 
## Iteration 8 lambda =  0.09887547 
## Iteration 9 lambda =  0.09887362 
## Iteration 10 lambda =  0.09887326 
## Iteration 11 lambda =  0.09887318 
## Iteration 1 lambda =  0.3687122 
## Iteration 2 lambda =  0.2424546 
## Iteration 3 lambda =  0.2172031 
## Iteration 4 lambda =  0.2121528 
## Iteration 5 lambda =  0.2111427 
## Iteration 6 lambda =  0.2109407 
## Iteration 7 lambda =  0.2109003 
## Iteration 8 lambda =  0.2108922 
## Iteration 9 lambda =  0.2108906 
## Iteration 10 lambda =  0.2108903 
## Iteration 11 lambda =  0.2108902 
## Iteration 1 lambda =  0.3733287 
## Iteration 2 lambda =  0.2479945 
## Iteration 3 lambda =  0.2229276 
## Iteration 4 lambda =  0.2179142 
## Iteration 5 lambda =  0.2169116 
## Iteration 6 lambda =  0.216711 
## Iteration 7 lambda =  0.2166709 
## Iteration 8 lambda =  0.2166629 
## Iteration 9 lambda =  0.2166613 
## Iteration 10 lambda =  0.216661 
## Iteration 11 lambda =  0.2166609 
## Iteration 1 lambda =  0.3620649 
## Iteration 2 lambda =  0.2344779 
## Iteration 3 lambda =  0.2089605 
## Iteration 4 lambda =  0.203857 
## Iteration 5 lambda =  0.2028363 
## Iteration 6 lambda =  0.2026322 
## Iteration 7 lambda =  0.2025914 
## Iteration 8 lambda =  0.2025832 
## Iteration 9 lambda =  0.2025816 
## Iteration 10 lambda =  0.2025813 
## Iteration 11 lambda =  0.2025812 
## Iteration 1 lambda =  0.4000914 
## Iteration 2 lambda =  0.2801097 
## Iteration 3 lambda =  0.2561133 
## Iteration 4 lambda =  0.2513141 
## Iteration 5 lambda =  0.2503542 
## Iteration 6 lambda =  0.2501622 
## Iteration 7 lambda =  0.2501238 
## Iteration 8 lambda =  0.2501162 
## Iteration 9 lambda =  0.2501146 
## Iteration 10 lambda =  0.2501143 
## Iteration 11 lambda =  0.2501142 
## Iteration 1 lambda =  0.3951213 
## Iteration 2 lambda =  0.2741455 
## Iteration 3 lambda =  0.2499504 
## Iteration 4 lambda =  0.2451114 
## Iteration 5 lambda =  0.2441436 
## Iteration 6 lambda =  0.24395 
## Iteration 7 lambda =  0.2439113 
## Iteration 8 lambda =  0.2439035 
## Iteration 9 lambda =  0.243902 
## Iteration 10 lambda =  0.2439017 
## Iteration 11 lambda =  0.2439016 
## Iteration 1 lambda =  0.3153333 
## Iteration 2 lambda =  0.1784 
## Iteration 3 lambda =  0.1510133 
## Iteration 4 lambda =  0.145536 
## Iteration 5 lambda =  0.1444405 
## Iteration 6 lambda =  0.1442214 
## Iteration 7 lambda =  0.1441776 
## Iteration 8 lambda =  0.1441689 
## Iteration 9 lambda =  0.1441671 
## Iteration 10 lambda =  0.1441668 
## Iteration 11 lambda =  0.1441667 
## Iteration 1 lambda =  0.3346715 
## Iteration 2 lambda =  0.2016058 
## Iteration 3 lambda =  0.1749927 
## Iteration 4 lambda =  0.16967 
## Iteration 5 lambda =  0.1686055 
## Iteration 6 lambda =  0.1683926 
## Iteration 7 lambda =  0.16835 
## Iteration 8 lambda =  0.1683415 
## Iteration 9 lambda =  0.1683398 
## Iteration 10 lambda =  0.1683395 
## Iteration 11 lambda =  0.1683394 
## Iteration 1 lambda =  0.3289476 
## Iteration 2 lambda =  0.1947371 
## Iteration 3 lambda =  0.167895 
## Iteration 4 lambda =  0.1625266 
## Iteration 5 lambda =  0.1614529 
## Iteration 6 lambda =  0.1612382 
## Iteration 7 lambda =  0.1611952 
## Iteration 8 lambda =  0.1611866 
## Iteration 9 lambda =  0.1611849 
## Iteration 10 lambda =  0.1611846 
## Iteration 11 lambda =  0.1611845 
## Iteration 1 lambda =  0.2904112 
## Iteration 2 lambda =  0.1484934 
## Iteration 3 lambda =  0.1201098 
## Iteration 4 lambda =  0.1144331 
## Iteration 5 lambda =  0.1132978 
## Iteration 6 lambda =  0.1130707 
## Iteration 7 lambda =  0.1130253 
## Iteration 8 lambda =  0.1130162 
## Iteration 9 lambda =  0.1130144 
## Iteration 10 lambda =  0.113014 
## Iteration 11 lambda =  0.113014 
## Iteration 1 lambda =  0.3037683 
## Iteration 2 lambda =  0.164522 
## Iteration 3 lambda =  0.1366727 
## Iteration 4 lambda =  0.1311029 
## Iteration 5 lambda =  0.1299889 
## Iteration 6 lambda =  0.1297661 
## Iteration 7 lambda =  0.1297216 
## Iteration 8 lambda =  0.1297126 
## Iteration 9 lambda =  0.1297109 
## Iteration 10 lambda =  0.1297105 
## Iteration 11 lambda =  0.1297104 
## Iteration 1 lambda =  0.2908744 
## Iteration 2 lambda =  0.1490493 
## Iteration 3 lambda =  0.1206843 
## Iteration 4 lambda =  0.1150113 
## Iteration 5 lambda =  0.1138767 
## Iteration 6 lambda =  0.1136498 
## Iteration 7 lambda =  0.1136044 
## Iteration 8 lambda =  0.1135953 
## Iteration 9 lambda =  0.1135935 
## Iteration 10 lambda =  0.1135931 
## Iteration 11 lambda =  0.113593 
## Iteration 1 lambda =  0.3556016 
## Iteration 2 lambda =  0.226722 
## Iteration 3 lambda =  0.200946 
## Iteration 4 lambda =  0.1957908 
## Iteration 5 lambda =  0.1947598 
## Iteration 6 lambda =  0.1945536 
## Iteration 7 lambda =  0.1945123 
## Iteration 8 lambda =  0.1945041 
## Iteration 9 lambda =  0.1945024 
## Iteration 10 lambda =  0.1945021 
## Iteration 11 lambda =  0.194502 
## Iteration 1 lambda =  0.3127303 
## Iteration 2 lambda =  0.1752763 
## Iteration 3 lambda =  0.1477856 
## Iteration 4 lambda =  0.1422874 
## Iteration 5 lambda =  0.1411878 
## Iteration 6 lambda =  0.1409678 
## Iteration 7 lambda =  0.1409239 
## Iteration 8 lambda =  0.1409151 
## Iteration 9 lambda =  0.1409133 
## Iteration 10 lambda =  0.1409129 
## Iteration 11 lambda =  0.1409129 
## Iteration 1 lambda =  0.3406239 
## Iteration 2 lambda =  0.2087487 
## Iteration 3 lambda =  0.1823736 
## Iteration 4 lambda =  0.1770986 
## Iteration 5 lambda =  0.1760436 
## Iteration 6 lambda =  0.1758326 
## Iteration 7 lambda =  0.1757904 
## Iteration 8 lambda =  0.175782 
## Iteration 9 lambda =  0.1757803 
## Iteration 10 lambda =  0.17578 
## Iteration 11 lambda =  0.1757799 
## Iteration 1 lambda =  0.2800218 
## Iteration 2 lambda =  0.1360261 
## Iteration 3 lambda =  0.107227 
## Iteration 4 lambda =  0.1014672 
## Iteration 5 lambda =  0.1003152 
## Iteration 6 lambda =  0.1000848 
## Iteration 7 lambda =  0.1000387 
## Iteration 8 lambda =  0.1000295 
## Iteration 9 lambda =  0.1000277 
## Iteration 10 lambda =  0.1000273 
## Iteration 11 lambda =  0.1000272 
## Iteration 1 lambda =  0.391404 
## Iteration 2 lambda =  0.2696849 
## Iteration 3 lambda =  0.245341 
## Iteration 4 lambda =  0.2404722 
## Iteration 5 lambda =  0.2394985 
## Iteration 6 lambda =  0.2393037 
## Iteration 7 lambda =  0.2392648 
## Iteration 8 lambda =  0.239257 
## Iteration 9 lambda =  0.2392554 
## Iteration 10 lambda =  0.2392551 
## Iteration 11 lambda =  0.2392551 
## Iteration 1 lambda =  0.387311 
## Iteration 2 lambda =  0.2647733 
## Iteration 3 lambda =  0.2402657 
## Iteration 4 lambda =  0.2353642 
## Iteration 5 lambda =  0.2343839 
## Iteration 6 lambda =  0.2341878 
## Iteration 7 lambda =  0.2341486 
## Iteration 8 lambda =  0.2341408 
## Iteration 9 lambda =  0.2341392 
## Iteration 10 lambda =  0.2341389 
## Iteration 11 lambda =  0.2341388 
## Iteration 1 lambda =  0.3324308 
## Iteration 2 lambda =  0.198917 
## Iteration 3 lambda =  0.1722142 
## Iteration 4 lambda =  0.1668737 
## Iteration 5 lambda =  0.1658056 
## Iteration 6 lambda =  0.165592 
## Iteration 7 lambda =  0.1655492 
## Iteration 8 lambda =  0.1655407 
## Iteration 9 lambda =  0.165539 
## Iteration 10 lambda =  0.1655386 
## Iteration 11 lambda =  0.1655386 
## Iteration 1 lambda =  0.4457323 
## Iteration 2 lambda =  0.3348787 
## Iteration 3 lambda =  0.312708 
## Iteration 4 lambda =  0.3082738 
## Iteration 5 lambda =  0.307387 
## Iteration 6 lambda =  0.3072097 
## Iteration 7 lambda =  0.3071742 
## Iteration 8 lambda =  0.3071671 
## Iteration 9 lambda =  0.3071657 
## Iteration 10 lambda =  0.3071654 
## Iteration 11 lambda =  0.3071653 
## Iteration 1 lambda =  0.3741194 
## Iteration 2 lambda =  0.2489433 
## Iteration 3 lambda =  0.2239081 
## Iteration 4 lambda =  0.218901 
## Iteration 5 lambda =  0.2178996 
## Iteration 6 lambda =  0.2176993 
## Iteration 7 lambda =  0.2176593 
## Iteration 8 lambda =  0.2176513 
## Iteration 9 lambda =  0.2176497 
## Iteration 10 lambda =  0.2176493 
## Iteration 11 lambda =  0.2176493 
## Iteration 1 lambda =  0.3465002 
## Iteration 2 lambda =  0.2158002 
## Iteration 3 lambda =  0.1896602 
## Iteration 4 lambda =  0.1844322 
## Iteration 5 lambda =  0.1833866 
## Iteration 6 lambda =  0.1831775 
## Iteration 7 lambda =  0.1831357 
## Iteration 8 lambda =  0.1831273 
## Iteration 9 lambda =  0.1831256 
## Iteration 10 lambda =  0.1831253 
## Iteration 11 lambda =  0.1831252 
## Iteration 1 lambda =  0.3991479 
## Iteration 2 lambda =  0.2789775 
## Iteration 3 lambda =  0.2549434 
## Iteration 4 lambda =  0.2501366 
## Iteration 5 lambda =  0.2491752 
## Iteration 6 lambda =  0.2489829 
## Iteration 7 lambda =  0.2489445 
## Iteration 8 lambda =  0.2489368 
## Iteration 9 lambda =  0.2489352 
## Iteration 10 lambda =  0.2489349 
## Iteration 11 lambda =  0.2489349 
## Iteration 1 lambda =  0.4431106 
## Iteration 2 lambda =  0.3317327 
## Iteration 3 lambda =  0.3094572 
## Iteration 4 lambda =  0.3050021 
## Iteration 5 lambda =  0.304111 
## Iteration 6 lambda =  0.3039328 
## Iteration 7 lambda =  0.3038972 
## Iteration 8 lambda =  0.3038901 
## Iteration 9 lambda =  0.3038886 
## Iteration 10 lambda =  0.3038884 
## Iteration 11 lambda =  0.3038883 
## Iteration 1 lambda =  0.3851615 
## Iteration 2 lambda =  0.2621938 
## Iteration 3 lambda =  0.2376003 
## Iteration 4 lambda =  0.2326815 
## Iteration 5 lambda =  0.2316978 
## Iteration 6 lambda =  0.2315011 
## Iteration 7 lambda =  0.2314617 
## Iteration 8 lambda =  0.2314538 
## Iteration 9 lambda =  0.2314523 
## Iteration 10 lambda =  0.2314519 
## Iteration 11 lambda =  0.2314519 
## Iteration 1 lambda =  0.3624716 
## Iteration 2 lambda =  0.2349659 
## Iteration 3 lambda =  0.2094648 
## Iteration 4 lambda =  0.2043645 
## Iteration 5 lambda =  0.2033445 
## Iteration 6 lambda =  0.2031405 
## Iteration 7 lambda =  0.2030997 
## Iteration 8 lambda =  0.2030915 
## Iteration 9 lambda =  0.2030899 
## Iteration 10 lambda =  0.2030896 
## Iteration 11 lambda =  0.2030895 
## Iteration 1 lambda =  0.3163663 
## Iteration 2 lambda =  0.1796396 
## Iteration 3 lambda =  0.1522942 
## Iteration 4 lambda =  0.1468252 
## Iteration 5 lambda =  0.1457314 
## Iteration 6 lambda =  0.1455126 
## Iteration 7 lambda =  0.1454688 
## Iteration 8 lambda =  0.1454601 
## Iteration 9 lambda =  0.1454583 
## Iteration 10 lambda =  0.145458 
## Iteration 11 lambda =  0.1454579 
## Iteration 1 lambda =  0.4601652 
## Iteration 2 lambda =  0.3521983 
## Iteration 3 lambda =  0.3306049 
## Iteration 4 lambda =  0.3262862 
## Iteration 5 lambda =  0.3254224 
## Iteration 6 lambda =  0.3252497 
## Iteration 7 lambda =  0.3252151 
## Iteration 8 lambda =  0.3252082 
## Iteration 9 lambda =  0.3252069 
## Iteration 10 lambda =  0.3252066 
## Iteration 11 lambda =  0.3252065 
## Iteration 1 lambda =  0.430115 
## Iteration 2 lambda =  0.316138 
## Iteration 3 lambda =  0.2933426 
## Iteration 4 lambda =  0.2887836 
## Iteration 5 lambda =  0.2878717 
## Iteration 6 lambda =  0.2876894 
## Iteration 7 lambda =  0.2876529 
## Iteration 8 lambda =  0.2876456 
## Iteration 9 lambda =  0.2876441 
## Iteration 10 lambda =  0.2876439 
## Iteration 11 lambda =  0.2876438 
## Iteration 1 lambda =  0.2919929 
## Iteration 2 lambda =  0.1503914 
## Iteration 3 lambda =  0.1220712 
## Iteration 4 lambda =  0.1164071 
## Iteration 5 lambda =  0.1152743 
## Iteration 6 lambda =  0.1150477 
## Iteration 7 lambda =  0.1150024 
## Iteration 8 lambda =  0.1149934 
## Iteration 9 lambda =  0.1149915 
## Iteration 10 lambda =  0.1149912 
## Iteration 11 lambda =  0.1149911 
## Iteration 1 lambda =  0.3832283 
## Iteration 2 lambda =  0.2598739 
## Iteration 3 lambda =  0.235203 
## Iteration 4 lambda =  0.2302689 
## Iteration 5 lambda =  0.229282 
## Iteration 6 lambda =  0.2290847 
## Iteration 7 lambda =  0.2290452 
## Iteration 8 lambda =  0.2290373 
## Iteration 9 lambda =  0.2290357 
## Iteration 10 lambda =  0.2290354 
## Iteration 11 lambda =  0.2290353 
## Iteration 1 lambda =  0.4342809 
## Iteration 2 lambda =  0.3211371 
## Iteration 3 lambda =  0.2985083 
## Iteration 4 lambda =  0.2939826 
## Iteration 5 lambda =  0.2930774 
## Iteration 6 lambda =  0.2928964 
## Iteration 7 lambda =  0.2928602 
## Iteration 8 lambda =  0.292853 
## Iteration 9 lambda =  0.2928515 
## Iteration 10 lambda =  0.2928512 
## Iteration 11 lambda =  0.2928512 
## Iteration 1 lambda =  0.3924223 
## Iteration 2 lambda =  0.2709067 
## Iteration 3 lambda =  0.2466036 
## Iteration 4 lambda =  0.241743 
## Iteration 5 lambda =  0.2407709 
## Iteration 6 lambda =  0.2405764 
## Iteration 7 lambda =  0.2405375 
## Iteration 8 lambda =  0.2405298 
## Iteration 9 lambda =  0.2405282 
## Iteration 10 lambda =  0.2405279 
## Iteration 11 lambda =  0.2405278 
## Iteration 1 lambda =  0.4450582 
## Iteration 2 lambda =  0.3340698 
## Iteration 3 lambda =  0.3118721 
## Iteration 4 lambda =  0.3074326 
## Iteration 5 lambda =  0.3065447 
## Iteration 6 lambda =  0.3063671 
## Iteration 7 lambda =  0.3063316 
## Iteration 8 lambda =  0.3063245 
## Iteration 9 lambda =  0.3063231 
## Iteration 10 lambda =  0.3063228 
## Iteration 11 lambda =  0.3063227 
## Iteration 1 lambda =  0.3111789 
## Iteration 2 lambda =  0.1734147 
## Iteration 3 lambda =  0.1458618 
## Iteration 4 lambda =  0.1403512 
## Iteration 5 lambda =  0.1392491 
## Iteration 6 lambda =  0.1390287 
## Iteration 7 lambda =  0.1389846 
## Iteration 8 lambda =  0.1389758 
## Iteration 9 lambda =  0.138974 
## Iteration 10 lambda =  0.1389737 
## Iteration 11 lambda =  0.1389736 
## Iteration 1 lambda =  0.3738118 
## Iteration 2 lambda =  0.2485741 
## Iteration 3 lambda =  0.2235266 
## Iteration 4 lambda =  0.2185171 
## Iteration 5 lambda =  0.2175152 
## Iteration 6 lambda =  0.2173148 
## Iteration 7 lambda =  0.2172748 
## Iteration 8 lambda =  0.2172667 
## Iteration 9 lambda =  0.2172651 
## Iteration 10 lambda =  0.2172648 
## Iteration 11 lambda =  0.2172648 
## Iteration 1 lambda =  0.2805991 
## Iteration 2 lambda =  0.1367189 
## Iteration 3 lambda =  0.1079428 
## Iteration 4 lambda =  0.1021876 
## Iteration 5 lambda =  0.1010366 
## Iteration 6 lambda =  0.1008064 
## Iteration 7 lambda =  0.1007603 
## Iteration 8 lambda =  0.1007511 
## Iteration 9 lambda =  0.1007493 
## Iteration 10 lambda =  0.1007489 
## Iteration 11 lambda =  0.1007489 
## Iteration 1 lambda =  0.3508126 
## Iteration 2 lambda =  0.2209751 
## Iteration 3 lambda =  0.1950076 
## Iteration 4 lambda =  0.1898141 
## Iteration 5 lambda =  0.1887754 
## Iteration 6 lambda =  0.1885677 
## Iteration 7 lambda =  0.1885261 
## Iteration 8 lambda =  0.1885178 
## Iteration 9 lambda =  0.1885161 
## Iteration 10 lambda =  0.1885158 
## Iteration 11 lambda =  0.1885157 
## Iteration 1 lambda =  0.3844011 
## Iteration 2 lambda =  0.2612813 
## Iteration 3 lambda =  0.2366574 
## Iteration 4 lambda =  0.2317326 
## Iteration 5 lambda =  0.2307476 
## Iteration 6 lambda =  0.2305506 
## Iteration 7 lambda =  0.2305112 
## Iteration 8 lambda =  0.2305033 
## Iteration 9 lambda =  0.2305018 
## Iteration 10 lambda =  0.2305014 
## Iteration 11 lambda =  0.2305014 
## Iteration 1 lambda =  0.3009246 
## Iteration 2 lambda =  0.1611096 
## Iteration 3 lambda =  0.1331466 
## Iteration 4 lambda =  0.127554 
## Iteration 5 lambda =  0.1264354 
## Iteration 6 lambda =  0.1262117 
## Iteration 7 lambda =  0.126167 
## Iteration 8 lambda =  0.126158 
## Iteration 9 lambda =  0.1261563 
## Iteration 10 lambda =  0.1261559 
## Iteration 11 lambda =  0.1261558 
## Iteration 1 lambda =  0.4669455 
## Iteration 2 lambda =  0.3603346 
## Iteration 3 lambda =  0.3390125 
## Iteration 4 lambda =  0.334748 
## Iteration 5 lambda =  0.3338951 
## Iteration 6 lambda =  0.3337246 
## Iteration 7 lambda =  0.3336904 
## Iteration 8 lambda =  0.3336836 
## Iteration 9 lambda =  0.3336823 
## Iteration 10 lambda =  0.333682 
## Iteration 11 lambda =  0.3336819 
## Iteration 1 lambda =  0.3143387 
## Iteration 2 lambda =  0.1772065 
## Iteration 3 lambda =  0.14978 
## Iteration 4 lambda =  0.1442948 
## Iteration 5 lambda =  0.1431977 
## Iteration 6 lambda =  0.1429783 
## Iteration 7 lambda =  0.1429344 
## Iteration 8 lambda =  0.1429256 
## Iteration 9 lambda =  0.1429239 
## Iteration 10 lambda =  0.1429235 
## Iteration 11 lambda =  0.1429234 
## Iteration 1 lambda =  0.4042231 
## Iteration 2 lambda =  0.2850677 
## Iteration 3 lambda =  0.2612366 
## Iteration 4 lambda =  0.2564704 
## Iteration 5 lambda =  0.2555172 
## Iteration 6 lambda =  0.2553265 
## Iteration 7 lambda =  0.2552884 
## Iteration 8 lambda =  0.2552808 
## Iteration 9 lambda =  0.2552792 
## Iteration 10 lambda =  0.2552789 
## Iteration 11 lambda =  0.2552789 
## Iteration 1 lambda =  0.4543458 
## Iteration 2 lambda =  0.3452149 
## Iteration 3 lambda =  0.3233888 
## Iteration 4 lambda =  0.3190235 
## Iteration 5 lambda =  0.3181505 
## Iteration 6 lambda =  0.3179759 
## Iteration 7 lambda =  0.3179409 
## Iteration 8 lambda =  0.317934 
## Iteration 9 lambda =  0.3179326 
## Iteration 10 lambda =  0.3179323 
## Iteration 11 lambda =  0.3179322 
## Iteration 1 lambda =  0.2889791 
## Iteration 2 lambda =  0.1467749 
## Iteration 3 lambda =  0.1183341 
## Iteration 4 lambda =  0.1126459 
## Iteration 5 lambda =  0.1115083 
## Iteration 6 lambda =  0.1112808 
## Iteration 7 lambda =  0.1112353 
## Iteration 8 lambda =  0.1112262 
## Iteration 9 lambda =  0.1112244 
## Iteration 10 lambda =  0.111224 
## Iteration 11 lambda =  0.1112239 
## Iteration 1 lambda =  0.3284397 
## Iteration 2 lambda =  0.1941277 
## Iteration 3 lambda =  0.1672653 
## Iteration 4 lambda =  0.1618928 
## Iteration 5 lambda =  0.1608183 
## Iteration 6 lambda =  0.1606034 
## Iteration 7 lambda =  0.1605604 
## Iteration 8 lambda =  0.1605518 
## Iteration 9 lambda =  0.1605501 
## Iteration 10 lambda =  0.1605498 
## Iteration 11 lambda =  0.1605497 
## Iteration 1 lambda =  0.4050732 
## Iteration 2 lambda =  0.2860879 
## Iteration 3 lambda =  0.2622908 
## Iteration 4 lambda =  0.2575314 
## Iteration 5 lambda =  0.2565795 
## Iteration 6 lambda =  0.2563891 
## Iteration 7 lambda =  0.2563511 
## Iteration 8 lambda =  0.2563435 
## Iteration 9 lambda =  0.2563419 
## Iteration 10 lambda =  0.2563416 
## Iteration 11 lambda =  0.2563416 
## Iteration 1 lambda =  0.3870286 
## Iteration 2 lambda =  0.2644343 
## Iteration 3 lambda =  0.2399154 
## Iteration 4 lambda =  0.2350116 
## Iteration 5 lambda =  0.2340309 
## Iteration 6 lambda =  0.2338347 
## Iteration 7 lambda =  0.2337955 
## Iteration 8 lambda =  0.2337877 
## Iteration 9 lambda =  0.2337861 
## Iteration 10 lambda =  0.2337858 
## Iteration 11 lambda =  0.2337857 
## Iteration 1 lambda =  0.3323828 
## Iteration 2 lambda =  0.1988594 
## Iteration 3 lambda =  0.1721547 
## Iteration 4 lambda =  0.1668138 
## Iteration 5 lambda =  0.1657456 
## Iteration 6 lambda =  0.1655319 
## Iteration 7 lambda =  0.1654892 
## Iteration 8 lambda =  0.1654807 
## Iteration 9 lambda =  0.165479 
## Iteration 10 lambda =  0.1654786 
## Iteration 11 lambda =  0.1654786 
## Iteration 1 lambda =  0.4361335 
## Iteration 2 lambda =  0.3233602 
## Iteration 3 lambda =  0.3008056 
## Iteration 4 lambda =  0.2962947 
## Iteration 5 lambda =  0.2953925 
## Iteration 6 lambda =  0.295212 
## Iteration 7 lambda =  0.2951759 
## Iteration 8 lambda =  0.2951687 
## Iteration 9 lambda =  0.2951673 
## Iteration 10 lambda =  0.295167 
## Iteration 11 lambda =  0.2951669 
## Iteration 1 lambda =  0.3231696 
## Iteration 2 lambda =  0.1878035 
## Iteration 3 lambda =  0.1607303 
## Iteration 4 lambda =  0.1553157 
## Iteration 5 lambda =  0.1542327 
## Iteration 6 lambda =  0.1540162 
## Iteration 7 lambda =  0.1539728 
## Iteration 8 lambda =  0.1539642 
## Iteration 9 lambda =  0.1539624 
## Iteration 10 lambda =  0.1539621 
## Iteration 11 lambda =  0.153962 
## Iteration 1 lambda =  0.3751593 
## Iteration 2 lambda =  0.2501911 
## Iteration 3 lambda =  0.2251975 
## Iteration 4 lambda =  0.2201988 
## Iteration 5 lambda =  0.219199 
## Iteration 6 lambda =  0.2189991 
## Iteration 7 lambda =  0.2189591 
## Iteration 8 lambda =  0.2189511 
## Iteration 9 lambda =  0.2189495 
## Iteration 10 lambda =  0.2189492 
## Iteration 11 lambda =  0.2189491 
## Iteration 1 lambda =  0.3474333 
## Iteration 2 lambda =  0.2169199 
## Iteration 3 lambda =  0.1908173 
## Iteration 4 lambda =  0.1855967 
## Iteration 5 lambda =  0.1845526 
## Iteration 6 lambda =  0.1843438 
## Iteration 7 lambda =  0.184302 
## Iteration 8 lambda =  0.1842937 
## Iteration 9 lambda =  0.184292 
## Iteration 10 lambda =  0.1842917 
## Iteration 11 lambda =  0.1842916 
## Iteration 1 lambda =  0.3663144 
## Iteration 2 lambda =  0.2395773 
## Iteration 3 lambda =  0.2142299 
## Iteration 4 lambda =  0.2091604 
## Iteration 5 lambda =  0.2081465 
## Iteration 6 lambda =  0.2079437 
## Iteration 7 lambda =  0.2079032 
## Iteration 8 lambda =  0.2078951 
## Iteration 9 lambda =  0.2078935 
## Iteration 10 lambda =  0.2078931 
## Iteration 11 lambda =  0.2078931 
## Iteration 1 lambda =  0.3416665 
## Iteration 2 lambda =  0.2099997 
## Iteration 3 lambda =  0.1836664 
## Iteration 4 lambda =  0.1783997 
## Iteration 5 lambda =  0.1773464 
## Iteration 6 lambda =  0.1771357 
## Iteration 7 lambda =  0.1770936 
## Iteration 8 lambda =  0.1770852 
## Iteration 9 lambda =  0.1770835 
## Iteration 10 lambda =  0.1770832 
## Iteration 11 lambda =  0.1770831 
## Iteration 1 lambda =  0.3595066 
## Iteration 2 lambda =  0.2314079 
## Iteration 3 lambda =  0.2057882 
## Iteration 4 lambda =  0.2006642 
## Iteration 5 lambda =  0.1996394 
## Iteration 6 lambda =  0.1994345 
## Iteration 7 lambda =  0.1993935 
## Iteration 8 lambda =  0.1993853 
## Iteration 9 lambda =  0.1993837 
## Iteration 10 lambda =  0.1993833 
## Iteration 11 lambda =  0.1993833 
## Iteration 1 lambda =  0.3215906 
## Iteration 2 lambda =  0.1859087 
## Iteration 3 lambda =  0.1587723 
## Iteration 4 lambda =  0.1533451 
## Iteration 5 lambda =  0.1522596 
## Iteration 6 lambda =  0.1520425 
## Iteration 7 lambda =  0.1519991 
## Iteration 8 lambda =  0.1519904 
## Iteration 9 lambda =  0.1519887 
## Iteration 10 lambda =  0.1519883 
## Iteration 11 lambda =  0.1519883 
## Iteration 1 lambda =  0.4428642 
## Iteration 2 lambda =  0.3314371 
## Iteration 3 lambda =  0.3091516 
## Iteration 4 lambda =  0.3046946 
## Iteration 5 lambda =  0.3038031 
## Iteration 6 lambda =  0.3036249 
## Iteration 7 lambda =  0.3035892 
## Iteration 8 lambda =  0.3035821 
## Iteration 9 lambda =  0.3035806 
## Iteration 10 lambda =  0.3035804 
## Iteration 11 lambda =  0.3035803 
## Iteration 1 lambda =  0.2967744 
## Iteration 2 lambda =  0.1561293 
## Iteration 3 lambda =  0.1280003 
## Iteration 4 lambda =  0.1223745 
## Iteration 5 lambda =  0.1212493 
## Iteration 6 lambda =  0.1210243 
## Iteration 7 lambda =  0.1209793 
## Iteration 8 lambda =  0.1209703 
## Iteration 9 lambda =  0.1209685 
## Iteration 10 lambda =  0.1209681 
## Iteration 11 lambda =  0.1209681 
## Iteration 1 lambda =  0.38173 
## Iteration 2 lambda =  0.258076 
## Iteration 3 lambda =  0.2333452 
## Iteration 4 lambda =  0.2283991 
## Iteration 5 lambda =  0.2274098 
## Iteration 6 lambda =  0.227212 
## Iteration 7 lambda =  0.2271724 
## Iteration 8 lambda =  0.2271645 
## Iteration 9 lambda =  0.2271629 
## Iteration 10 lambda =  0.2271626 
## Iteration 11 lambda =  0.2271626 
## Iteration 1 lambda =  0.3206893 
## Iteration 2 lambda =  0.1848272 
## Iteration 3 lambda =  0.1576548 
## Iteration 4 lambda =  0.1522203 
## Iteration 5 lambda =  0.1511334 
## Iteration 6 lambda =  0.150916 
## Iteration 7 lambda =  0.1508726 
## Iteration 8 lambda =  0.1508639 
## Iteration 9 lambda =  0.1508621 
## Iteration 10 lambda =  0.1508618 
## Iteration 11 lambda =  0.1508617 
## Iteration 1 lambda =  0.3259496 
## Iteration 2 lambda =  0.1911395 
## Iteration 3 lambda =  0.1641775 
## Iteration 4 lambda =  0.1587851 
## Iteration 5 lambda =  0.1577066 
## Iteration 6 lambda =  0.1574909 
## Iteration 7 lambda =  0.1574478 
## Iteration 8 lambda =  0.1574391 
## Iteration 9 lambda =  0.1574374 
## Iteration 10 lambda =  0.1574371 
## Iteration 11 lambda =  0.157437 
## Iteration 1 lambda =  0.3701137 
## Iteration 2 lambda =  0.2441365 
## Iteration 3 lambda =  0.218941 
## Iteration 4 lambda =  0.2139019 
## Iteration 5 lambda =  0.2128941 
## Iteration 6 lambda =  0.2126926 
## Iteration 7 lambda =  0.2126522 
## Iteration 8 lambda =  0.2126442 
## Iteration 9 lambda =  0.2126426 
## Iteration 10 lambda =  0.2126422 
## Iteration 11 lambda =  0.2126422 
## Iteration 1 lambda =  0.3399546 
## Iteration 2 lambda =  0.2079455 
## Iteration 3 lambda =  0.1815437 
## Iteration 4 lambda =  0.1762633 
## Iteration 5 lambda =  0.1752073 
## Iteration 6 lambda =  0.174996 
## Iteration 7 lambda =  0.1749538 
## Iteration 8 lambda =  0.1749453 
## Iteration 9 lambda =  0.1749437 
## Iteration 10 lambda =  0.1749433 
## Iteration 11 lambda =  0.1749433 
## Iteration 1 lambda =  0.4020943 
## Iteration 2 lambda =  0.2825131 
## Iteration 3 lambda =  0.2585969 
## Iteration 4 lambda =  0.2538136 
## Iteration 5 lambda =  0.252857 
## Iteration 6 lambda =  0.2526656 
## Iteration 7 lambda =  0.2526274 
## Iteration 8 lambda =  0.2526197 
## Iteration 9 lambda =  0.2526182 
## Iteration 10 lambda =  0.2526179 
## Iteration 11 lambda =  0.2526178 
## Iteration 1 lambda =  0.4190489 
## Iteration 2 lambda =  0.3028586 
## Iteration 3 lambda =  0.2796206 
## Iteration 4 lambda =  0.274973 
## Iteration 5 lambda =  0.2740435 
## Iteration 6 lambda =  0.2738575 
## Iteration 7 lambda =  0.2738204 
## Iteration 8 lambda =  0.2738129 
## Iteration 9 lambda =  0.2738114 
## Iteration 10 lambda =  0.2738111 
## Iteration 11 lambda =  0.2738111 
## Iteration 1 lambda =  0.2901291 
## Iteration 2 lambda =  0.148155 
## Iteration 3 lambda =  0.1197601 
## Iteration 4 lambda =  0.1140812 
## Iteration 5 lambda =  0.1129454 
## Iteration 6 lambda =  0.1127182 
## Iteration 7 lambda =  0.1126728 
## Iteration 8 lambda =  0.1126637 
## Iteration 9 lambda =  0.1126619 
## Iteration 10 lambda =  0.1126615 
## Iteration 11 lambda =  0.1126614 
## Iteration 1 lambda =  0.3704127 
## Iteration 2 lambda =  0.2444952 
## Iteration 3 lambda =  0.2193117 
## Iteration 4 lambda =  0.214275 
## Iteration 5 lambda =  0.2132677 
## Iteration 6 lambda =  0.2130662 
## Iteration 7 lambda =  0.2130259 
## Iteration 8 lambda =  0.2130179 
## Iteration 9 lambda =  0.2130163 
## Iteration 10 lambda =  0.2130159 
## Iteration 11 lambda =  0.2130159 
## Iteration 1 lambda =  0.3919399 
## Iteration 2 lambda =  0.2703278 
## Iteration 3 lambda =  0.2460054 
## Iteration 4 lambda =  0.241141 
## Iteration 5 lambda =  0.2401681 
## Iteration 6 lambda =  0.2399735 
## Iteration 7 lambda =  0.2399346 
## Iteration 8 lambda =  0.2399268 
## Iteration 9 lambda =  0.2399252 
## Iteration 10 lambda =  0.2399249 
## Iteration 11 lambda =  0.2399249 
## Iteration 1 lambda =  0.4231355 
## Iteration 2 lambda =  0.3077626 
## Iteration 3 lambda =  0.2846881 
## Iteration 4 lambda =  0.2800731 
## Iteration 5 lambda =  0.2791502 
## Iteration 6 lambda =  0.2789656 
## Iteration 7 lambda =  0.2789286 
## Iteration 8 lambda =  0.2789213 
## Iteration 9 lambda =  0.2789198 
## Iteration 10 lambda =  0.2789195 
## Iteration 11 lambda =  0.2789194 
## Iteration 1 lambda =  0.3193624 
## Iteration 2 lambda =  0.1832348 
## Iteration 3 lambda =  0.1560093 
## Iteration 4 lambda =  0.1505642 
## Iteration 5 lambda =  0.1494752 
## Iteration 6 lambda =  0.1492574 
## Iteration 7 lambda =  0.1492138 
## Iteration 8 lambda =  0.1492051 
## Iteration 9 lambda =  0.1492034 
## Iteration 10 lambda =  0.149203 
## Iteration 11 lambda =  0.149203 
## Iteration 1 lambda =  0.3503772 
## Iteration 2 lambda =  0.2204526 
## Iteration 3 lambda =  0.1944677 
## Iteration 4 lambda =  0.1892707 
## Iteration 5 lambda =  0.1882313 
## Iteration 6 lambda =  0.1880234 
## Iteration 7 lambda =  0.1879819 
## Iteration 8 lambda =  0.1879736 
## Iteration 9 lambda =  0.1879719 
## Iteration 10 lambda =  0.1879716 
## Iteration 11 lambda =  0.1879715 
## Iteration 1 lambda =  0.4100362 
## Iteration 2 lambda =  0.2920435 
## Iteration 3 lambda =  0.2684449 
## Iteration 4 lambda =  0.2637252 
## Iteration 5 lambda =  0.2627813 
## Iteration 6 lambda =  0.2625925 
## Iteration 7 lambda =  0.2625547 
## Iteration 8 lambda =  0.2625472 
## Iteration 9 lambda =  0.2625457 
## Iteration 10 lambda =  0.2625454 
## Iteration 11 lambda =  0.2625453 
## Iteration 1 lambda =  0.384315 
## Iteration 2 lambda =  0.2611779 
## Iteration 3 lambda =  0.2365505 
## Iteration 4 lambda =  0.2316251 
## Iteration 5 lambda =  0.23064 
## Iteration 6 lambda =  0.2304429 
## Iteration 7 lambda =  0.2304035 
## Iteration 8 lambda =  0.2303957 
## Iteration 9 lambda =  0.2303941 
## Iteration 10 lambda =  0.2303938 
## Iteration 11 lambda =  0.2303937 
## Iteration 1 lambda =  0.365881 
## Iteration 2 lambda =  0.2390572 
## Iteration 3 lambda =  0.2136924 
## Iteration 4 lambda =  0.2086194 
## Iteration 5 lambda =  0.2076048 
## Iteration 6 lambda =  0.2074019 
## Iteration 7 lambda =  0.2073613 
## Iteration 8 lambda =  0.2073532 
## Iteration 9 lambda =  0.2073516 
## Iteration 10 lambda =  0.2073513 
## Iteration 11 lambda =  0.2073512 
## Iteration 1 lambda =  0.3698969 
## Iteration 2 lambda =  0.2438763 
## Iteration 3 lambda =  0.2186722 
## Iteration 4 lambda =  0.2136314 
## Iteration 5 lambda =  0.2126232 
## Iteration 6 lambda =  0.2124216 
## Iteration 7 lambda =  0.2123812 
## Iteration 8 lambda =  0.2123732 
## Iteration 9 lambda =  0.2123716 
## Iteration 10 lambda =  0.2123712 
## Iteration 11 lambda =  0.2123712 
## Iteration 1 lambda =  0.3511971 
## Iteration 2 lambda =  0.2214366 
## Iteration 3 lambda =  0.1954844 
## Iteration 4 lambda =  0.190294 
## Iteration 5 lambda =  0.1892559 
## Iteration 6 lambda =  0.1890483 
## Iteration 7 lambda =  0.1890068 
## Iteration 8 lambda =  0.1889985 
## Iteration 9 lambda =  0.1889968 
## Iteration 10 lambda =  0.1889965 
## Iteration 11 lambda =  0.1889964 
## Iteration 1 lambda =  0.4363591 
## Iteration 2 lambda =  0.323631 
## Iteration 3 lambda =  0.3010853 
## Iteration 4 lambda =  0.2965762 
## Iteration 5 lambda =  0.2956744 
## Iteration 6 lambda =  0.295494 
## Iteration 7 lambda =  0.295458 
## Iteration 8 lambda =  0.2954507 
## Iteration 9 lambda =  0.2954493 
## Iteration 10 lambda =  0.295449 
## Iteration 11 lambda =  0.295449 
## Iteration 1 lambda =  0.3243188 
## Iteration 2 lambda =  0.1891826 
## Iteration 3 lambda =  0.1621553 
## Iteration 4 lambda =  0.1567499 
## Iteration 5 lambda =  0.1556688 
## Iteration 6 lambda =  0.1554526 
## Iteration 7 lambda =  0.1554093 
## Iteration 8 lambda =  0.1554007 
## Iteration 9 lambda =  0.155399 
## Iteration 10 lambda =  0.1553986 
## Iteration 11 lambda =  0.1553985 
## Iteration 1 lambda =  0.2981367 
## Iteration 2 lambda =  0.157764 
## Iteration 3 lambda =  0.1296895 
## Iteration 4 lambda =  0.1240746 
## Iteration 5 lambda =  0.1229516 
## Iteration 6 lambda =  0.122727 
## Iteration 7 lambda =  0.1226821 
## Iteration 8 lambda =  0.1226731 
## Iteration 9 lambda =  0.1226713 
## Iteration 10 lambda =  0.122671 
## Iteration 11 lambda =  0.1226709 
## Iteration 1 lambda =  0.3914894 
## Iteration 2 lambda =  0.2697873 
## Iteration 3 lambda =  0.2454469 
## Iteration 4 lambda =  0.2405788 
## Iteration 5 lambda =  0.2396052 
## Iteration 6 lambda =  0.2394104 
## Iteration 7 lambda =  0.2393715 
## Iteration 8 lambda =  0.2393637 
## Iteration 9 lambda =  0.2393621 
## Iteration 10 lambda =  0.2393618 
## Iteration 11 lambda =  0.2393618 
## Iteration 1 lambda =  0.3643765 
## Iteration 2 lambda =  0.2372518 
## Iteration 3 lambda =  0.2118269 
## Iteration 4 lambda =  0.2067419 
## Iteration 5 lambda =  0.2057249 
## Iteration 6 lambda =  0.2055215 
## Iteration 7 lambda =  0.2054808 
## Iteration 8 lambda =  0.2054727 
## Iteration 9 lambda =  0.2054711 
## Iteration 10 lambda =  0.2054708 
## Iteration 11 lambda =  0.2054707 
## Iteration 1 lambda =  0.2676666 
## Iteration 2 lambda =  0.1211999 
## Iteration 3 lambda =  0.09190654 
## Iteration 4 lambda =  0.08604787 
## Iteration 5 lambda =  0.08487614 
## Iteration 6 lambda =  0.08464179 
## Iteration 7 lambda =  0.08459492 
## Iteration 8 lambda =  0.08458555 
## Iteration 9 lambda =  0.08458367 
## Iteration 10 lambda =  0.0845833 
## Iteration 11 lambda =  0.08458322 
## Iteration 1 lambda =  0.4231124 
## Iteration 2 lambda =  0.3077349 
## Iteration 3 lambda =  0.2846594 
## Iteration 4 lambda =  0.2800443 
## Iteration 5 lambda =  0.2791212 
## Iteration 6 lambda =  0.2789366 
## Iteration 7 lambda =  0.2788997 
## Iteration 8 lambda =  0.2788923 
## Iteration 9 lambda =  0.2788909 
## Iteration 10 lambda =  0.2788906 
## Iteration 11 lambda =  0.2788905 
## Iteration 1 lambda =  0.3998869 
## Iteration 2 lambda =  0.2798643 
## Iteration 3 lambda =  0.2558598 
## Iteration 4 lambda =  0.2510588 
## Iteration 5 lambda =  0.2500987 
## Iteration 6 lambda =  0.2499066 
## Iteration 7 lambda =  0.2498682 
## Iteration 8 lambda =  0.2498605 
## Iteration 9 lambda =  0.249859 
## Iteration 10 lambda =  0.2498587 
## Iteration 11 lambda =  0.2498586 
## Iteration 1 lambda =  0.3540666 
## Iteration 2 lambda =  0.22488 
## Iteration 3 lambda =  0.1990426 
## Iteration 4 lambda =  0.1938752 
## Iteration 5 lambda =  0.1928417 
## Iteration 6 lambda =  0.192635 
## Iteration 7 lambda =  0.1925936 
## Iteration 8 lambda =  0.1925854 
## Iteration 9 lambda =  0.1925837 
## Iteration 10 lambda =  0.1925834 
## Iteration 11 lambda =  0.1925833 
## Iteration 1 lambda =  0.3722219 
## Iteration 2 lambda =  0.2466663 
## Iteration 3 lambda =  0.2215552 
## Iteration 4 lambda =  0.216533 
## Iteration 5 lambda =  0.2155285 
## Iteration 6 lambda =  0.2153276 
## Iteration 7 lambda =  0.2152875 
## Iteration 8 lambda =  0.2152794 
## Iteration 9 lambda =  0.2152778 
## Iteration 10 lambda =  0.2152775 
## Iteration 11 lambda =  0.2152774 
## Iteration 1 lambda =  0.4005713 
## Iteration 2 lambda =  0.2806856 
## Iteration 3 lambda =  0.2567084 
## Iteration 4 lambda =  0.251913 
## Iteration 5 lambda =  0.2509539 
## Iteration 6 lambda =  0.2507621 
## Iteration 7 lambda =  0.2507237 
## Iteration 8 lambda =  0.2507161 
## Iteration 9 lambda =  0.2507145 
## Iteration 10 lambda =  0.2507142 
## Iteration 11 lambda =  0.2507142 
## Iteration 1 lambda =  0.3746058 
## Iteration 2 lambda =  0.249527 
## Iteration 3 lambda =  0.2245112 
## Iteration 4 lambda =  0.2195081 
## Iteration 5 lambda =  0.2185074 
## Iteration 6 lambda =  0.2183073 
## Iteration 7 lambda =  0.2182673 
## Iteration 8 lambda =  0.2182593 
## Iteration 9 lambda =  0.2182577 
## Iteration 10 lambda =  0.2182574 
## Iteration 11 lambda =  0.2182573 
## Iteration 1 lambda =  0.4024291 
## Iteration 2 lambda =  0.282915 
## Iteration 3 lambda =  0.2590121 
## Iteration 4 lambda =  0.2542316 
## Iteration 5 lambda =  0.2532755 
## Iteration 6 lambda =  0.2530842 
## Iteration 7 lambda =  0.253046 
## Iteration 8 lambda =  0.2530383 
## Iteration 9 lambda =  0.2530368 
## Iteration 10 lambda =  0.2530365 
## Iteration 11 lambda =  0.2530364 
## Iteration 1 lambda =  0.410096 
## Iteration 2 lambda =  0.2921152 
## Iteration 3 lambda =  0.268519 
## Iteration 4 lambda =  0.2637998 
## Iteration 5 lambda =  0.2628559 
## Iteration 6 lambda =  0.2626672 
## Iteration 7 lambda =  0.2626294 
## Iteration 8 lambda =  0.2626219 
## Iteration 9 lambda =  0.2626203 
## Iteration 10 lambda =  0.26262 
## Iteration 11 lambda =  0.26262 
## Iteration 1 lambda =  0.3932387 
## Iteration 2 lambda =  0.2718865 
## Iteration 3 lambda =  0.247616 
## Iteration 4 lambda =  0.2427619 
## Iteration 5 lambda =  0.2417911 
## Iteration 6 lambda =  0.2415969 
## Iteration 7 lambda =  0.2415581 
## Iteration 8 lambda =  0.2415503 
## Iteration 9 lambda =  0.2415488 
## Iteration 10 lambda =  0.2415485 
## Iteration 11 lambda =  0.2415484 
## Iteration 1 lambda =  0.3830593 
## Iteration 2 lambda =  0.2596712 
## Iteration 3 lambda =  0.2349936 
## Iteration 4 lambda =  0.230058 
## Iteration 5 lambda =  0.2290709 
## Iteration 6 lambda =  0.2288735 
## Iteration 7 lambda =  0.228834 
## Iteration 8 lambda =  0.2288261 
## Iteration 9 lambda =  0.2288246 
## Iteration 10 lambda =  0.2288242 
## Iteration 11 lambda =  0.2288242 
## Iteration 1 lambda =  0.3055288 
## Iteration 2 lambda =  0.1666346 
## Iteration 3 lambda =  0.1388558 
## Iteration 4 lambda =  0.1333 
## Iteration 5 lambda =  0.1321888 
## Iteration 6 lambda =  0.1319666 
## Iteration 7 lambda =  0.1319222 
## Iteration 8 lambda =  0.1319133 
## Iteration 9 lambda =  0.1319115 
## Iteration 10 lambda =  0.1319111 
## Iteration 11 lambda =  0.1319111 
## Iteration 1 lambda =  0.3629601 
## Iteration 2 lambda =  0.2355522 
## Iteration 3 lambda =  0.2100706 
## Iteration 4 lambda =  0.2049743 
## Iteration 5 lambda =  0.203955 
## Iteration 6 lambda =  0.2037511 
## Iteration 7 lambda =  0.2037104 
## Iteration 8 lambda =  0.2037022 
## Iteration 9 lambda =  0.2037006 
## Iteration 10 lambda =  0.2037003 
## Iteration 11 lambda =  0.2037002 
## Iteration 1 lambda =  0.3642242 
## Iteration 2 lambda =  0.2370691 
## Iteration 3 lambda =  0.211638 
## Iteration 4 lambda =  0.2065518 
## Iteration 5 lambda =  0.2055346 
## Iteration 6 lambda =  0.2053311 
## Iteration 7 lambda =  0.2052905 
## Iteration 8 lambda =  0.2052823 
## Iteration 9 lambda =  0.2052807 
## Iteration 10 lambda =  0.2052804 
## Iteration 11 lambda =  0.2052803 
## Iteration 1 lambda =  0.3752584 
## Iteration 2 lambda =  0.2503101 
## Iteration 3 lambda =  0.2253204 
## Iteration 4 lambda =  0.2203225 
## Iteration 5 lambda =  0.2193229 
## Iteration 6 lambda =  0.2191229 
## Iteration 7 lambda =  0.219083 
## Iteration 8 lambda =  0.219075 
## Iteration 9 lambda =  0.2190734 
## Iteration 10 lambda =  0.219073 
## Iteration 11 lambda =  0.219073 
## Iteration 1 lambda =  0.4816106 
## Iteration 2 lambda =  0.3779328 
## Iteration 3 lambda =  0.3571972 
## Iteration 4 lambda =  0.3530501 
## Iteration 5 lambda =  0.3522207 
## Iteration 6 lambda =  0.3520548 
## Iteration 7 lambda =  0.3520216 
## Iteration 8 lambda =  0.352015 
## Iteration 9 lambda =  0.3520136 
## Iteration 10 lambda =  0.3520134 
## Iteration 11 lambda =  0.3520133 
## Iteration 1 lambda =  0.4436415 
## Iteration 2 lambda =  0.3323698 
## Iteration 3 lambda =  0.3101155 
## Iteration 4 lambda =  0.3056646 
## Iteration 5 lambda =  0.3047744 
## Iteration 6 lambda =  0.3045964 
## Iteration 7 lambda =  0.3045608 
## Iteration 8 lambda =  0.3045537 
## Iteration 9 lambda =  0.3045523 
## Iteration 10 lambda =  0.304552 
## Iteration 11 lambda =  0.3045519 
## Iteration 1 lambda =  0.3270104 
## Iteration 2 lambda =  0.1924125 
## Iteration 3 lambda =  0.1654929 
## Iteration 4 lambda =  0.160109 
## Iteration 5 lambda =  0.1590322 
## Iteration 6 lambda =  0.1588168 
## Iteration 7 lambda =  0.1587738 
## Iteration 8 lambda =  0.1587651 
## Iteration 9 lambda =  0.1587634 
## Iteration 10 lambda =  0.1587631 
## Iteration 11 lambda =  0.158763 
## Iteration 1 lambda =  0.3758439 
## Iteration 2 lambda =  0.2510126 
## Iteration 3 lambda =  0.2260464 
## Iteration 4 lambda =  0.2210531 
## Iteration 5 lambda =  0.2200545 
## Iteration 6 lambda =  0.2198548 
## Iteration 7 lambda =  0.2198148 
## Iteration 8 lambda =  0.2198068 
## Iteration 9 lambda =  0.2198052 
## Iteration 10 lambda =  0.2198049 
## Iteration 11 lambda =  0.2198048 
## Iteration 1 lambda =  0.3133318 
## Iteration 2 lambda =  0.1759982 
## Iteration 3 lambda =  0.1485315 
## Iteration 4 lambda =  0.1430381 
## Iteration 5 lambda =  0.1419394 
## Iteration 6 lambda =  0.1417197 
## Iteration 7 lambda =  0.1416758 
## Iteration 8 lambda =  0.141667 
## Iteration 9 lambda =  0.1416652 
## Iteration 10 lambda =  0.1416649 
## Iteration 11 lambda =  0.1416648 
## Iteration 1 lambda =  0.2979146 
## Iteration 2 lambda =  0.1574975 
## Iteration 3 lambda =  0.1294141 
## Iteration 4 lambda =  0.1237974 
## Iteration 5 lambda =  0.1226741 
## Iteration 6 lambda =  0.1224494 
## Iteration 7 lambda =  0.1224045 
## Iteration 8 lambda =  0.1223955 
## Iteration 9 lambda =  0.1223937 
## Iteration 10 lambda =  0.1223933 
## Iteration 11 lambda =  0.1223933 
## Iteration 1 lambda =  0.375782 
## Iteration 2 lambda =  0.2509384 
## Iteration 3 lambda =  0.2259697 
## Iteration 4 lambda =  0.2209759 
## Iteration 5 lambda =  0.2199772 
## Iteration 6 lambda =  0.2197774 
## Iteration 7 lambda =  0.2197375 
## Iteration 8 lambda =  0.2197295 
## Iteration 9 lambda =  0.2197279 
## Iteration 10 lambda =  0.2197276 
## Iteration 11 lambda =  0.2197275 
## Iteration 1 lambda =  0.3516142 
## Iteration 2 lambda =  0.2219371 
## Iteration 3 lambda =  0.1960016 
## Iteration 4 lambda =  0.1908145 
## Iteration 5 lambda =  0.1897771 
## Iteration 6 lambda =  0.1895696 
## Iteration 7 lambda =  0.1895281 
## Iteration 8 lambda =  0.1895198 
## Iteration 9 lambda =  0.1895182 
## Iteration 10 lambda =  0.1895178 
## Iteration 11 lambda =  0.1895178 
## Iteration 1 lambda =  0.3217812 
## Iteration 2 lambda =  0.1861374 
## Iteration 3 lambda =  0.1590087 
## Iteration 4 lambda =  0.1535829 
## Iteration 5 lambda =  0.1524978 
## Iteration 6 lambda =  0.1522808 
## Iteration 7 lambda =  0.1522374 
## Iteration 8 lambda =  0.1522287 
## Iteration 9 lambda =  0.1522269 
## Iteration 10 lambda =  0.1522266 
## Iteration 11 lambda =  0.1522265 
## Iteration 1 lambda =  0.5088638 
## Iteration 2 lambda =  0.4106366 
## Iteration 3 lambda =  0.3909911 
## Iteration 4 lambda =  0.387062 
## Iteration 5 lambda =  0.3862762 
## Iteration 6 lambda =  0.3861191 
## Iteration 7 lambda =  0.3860876 
## Iteration 8 lambda =  0.3860813 
## Iteration 9 lambda =  0.3860801 
## Iteration 10 lambda =  0.3860798 
## Iteration 11 lambda =  0.3860798 
## Iteration 1 lambda =  0.437559 
## Iteration 2 lambda =  0.3250708 
## Iteration 3 lambda =  0.3025732 
## Iteration 4 lambda =  0.2980737 
## Iteration 5 lambda =  0.2971738 
## Iteration 6 lambda =  0.2969938 
## Iteration 7 lambda =  0.2969578 
## Iteration 8 lambda =  0.2969506 
## Iteration 9 lambda =  0.2969492 
## Iteration 10 lambda =  0.2969489 
## Iteration 11 lambda =  0.2969488 
## Iteration 1 lambda =  0.3122685 
## Iteration 2 lambda =  0.1747222 
## Iteration 3 lambda =  0.1472129 
## Iteration 4 lambda =  0.1417111 
## Iteration 5 lambda =  0.1406107 
## Iteration 6 lambda =  0.1403906 
## Iteration 7 lambda =  0.1403466 
## Iteration 8 lambda =  0.1403378 
## Iteration 9 lambda =  0.140336 
## Iteration 10 lambda =  0.1403357 
## Iteration 11 lambda =  0.1403356 
## Iteration 1 lambda =  0.362063 
## Iteration 2 lambda =  0.2344757 
## Iteration 3 lambda =  0.2089582 
## Iteration 4 lambda =  0.2038547 
## Iteration 5 lambda =  0.202834 
## Iteration 6 lambda =  0.2026298 
## Iteration 7 lambda =  0.202589 
## Iteration 8 lambda =  0.2025808 
## Iteration 9 lambda =  0.2025792 
## Iteration 10 lambda =  0.2025789 
## Iteration 11 lambda =  0.2025788 
## Iteration 1 lambda =  0.4457499 
## Iteration 2 lambda =  0.3348999 
## Iteration 3 lambda =  0.3127299 
## Iteration 4 lambda =  0.3082959 
## Iteration 5 lambda =  0.3074091 
## Iteration 6 lambda =  0.3072317 
## Iteration 7 lambda =  0.3071962 
## Iteration 8 lambda =  0.3071891 
## Iteration 9 lambda =  0.3071877 
## Iteration 10 lambda =  0.3071874 
## Iteration 11 lambda =  0.3071874 
## Iteration 1 lambda =  0.409671 
## Iteration 2 lambda =  0.2916052 
## Iteration 3 lambda =  0.2679921 
## Iteration 4 lambda =  0.2632694 
## Iteration 5 lambda =  0.2623249 
## Iteration 6 lambda =  0.262136 
## Iteration 7 lambda =  0.2620982 
## Iteration 8 lambda =  0.2620907 
## Iteration 9 lambda =  0.2620892 
## Iteration 10 lambda =  0.2620889 
## Iteration 11 lambda =  0.2620888 
## Iteration 1 lambda =  0.2690519 
## Iteration 2 lambda =  0.1228623 
## Iteration 3 lambda =  0.09362439 
## Iteration 4 lambda =  0.08777681 
## Iteration 5 lambda =  0.08660729 
## Iteration 6 lambda =  0.08637338 
## Iteration 7 lambda =  0.0863266 
## Iteration 8 lambda =  0.08631725 
## Iteration 9 lambda =  0.08631538 
## Iteration 10 lambda =  0.086315 
## Iteration 11 lambda =  0.08631493 
## Iteration 1 lambda =  0.2839989 
## Iteration 2 lambda =  0.1407987 
## Iteration 3 lambda =  0.1121586 
## Iteration 4 lambda =  0.1064306 
## Iteration 5 lambda =  0.105285 
## Iteration 6 lambda =  0.1050559 
## Iteration 7 lambda =  0.1050101 
## Iteration 8 lambda =  0.1050009 
## Iteration 9 lambda =  0.1049991 
## Iteration 10 lambda =  0.1049987 
## Iteration 11 lambda =  0.1049987 
## Iteration 1 lambda =  0.3589972 
## Iteration 2 lambda =  0.2307967 
## Iteration 3 lambda =  0.2051566 
## Iteration 4 lambda =  0.2000285 
## Iteration 5 lambda =  0.1990029 
## Iteration 6 lambda =  0.1987978 
## Iteration 7 lambda =  0.1987568 
## Iteration 8 lambda =  0.1987486 
## Iteration 9 lambda =  0.1987469 
## Iteration 10 lambda =  0.1987466 
## Iteration 11 lambda =  0.1987466 
## Iteration 1 lambda =  0.4614312 
## Iteration 2 lambda =  0.3537174 
## Iteration 3 lambda =  0.3321747 
## Iteration 4 lambda =  0.3278661 
## Iteration 5 lambda =  0.3270044 
## Iteration 6 lambda =  0.3268321 
## Iteration 7 lambda =  0.3267976 
## Iteration 8 lambda =  0.3267907 
## Iteration 9 lambda =  0.3267893 
## Iteration 10 lambda =  0.326789 
## Iteration 11 lambda =  0.326789 
## Iteration 1 lambda =  0.4340007 
## Iteration 2 lambda =  0.3208008 
## Iteration 3 lambda =  0.2981608 
## Iteration 4 lambda =  0.2936328 
## Iteration 5 lambda =  0.2927272 
## Iteration 6 lambda =  0.2925461 
## Iteration 7 lambda =  0.2925099 
## Iteration 8 lambda =  0.2925026 
## Iteration 9 lambda =  0.2925012 
## Iteration 10 lambda =  0.2925009 
## Iteration 11 lambda =  0.2925008 
## Iteration 1 lambda =  0.4342511 
## Iteration 2 lambda =  0.3211013 
## Iteration 3 lambda =  0.2984714 
## Iteration 4 lambda =  0.2939454 
## Iteration 5 lambda =  0.2930402 
## Iteration 6 lambda =  0.2928591 
## Iteration 7 lambda =  0.2928229 
## Iteration 8 lambda =  0.2928157 
## Iteration 9 lambda =  0.2928142 
## Iteration 10 lambda =  0.2928139 
## Iteration 11 lambda =  0.2928139 
## Iteration 1 lambda =  0.2913634 
## Iteration 2 lambda =  0.1496361 
## Iteration 3 lambda =  0.1212906 
## Iteration 4 lambda =  0.1156215 
## Iteration 5 lambda =  0.1144877 
## Iteration 6 lambda =  0.1142609 
## Iteration 7 lambda =  0.1142156 
## Iteration 8 lambda =  0.1142065 
## Iteration 9 lambda =  0.1142047 
## Iteration 10 lambda =  0.1142043 
## Iteration 11 lambda =  0.1142042 
## Iteration 1 lambda =  0.404154 
## Iteration 2 lambda =  0.2849848 
## Iteration 3 lambda =  0.261151 
## Iteration 4 lambda =  0.2563842 
## Iteration 5 lambda =  0.2554309 
## Iteration 6 lambda =  0.2552402 
## Iteration 7 lambda =  0.2552021 
## Iteration 8 lambda =  0.2551944 
## Iteration 9 lambda =  0.2551929 
## Iteration 10 lambda =  0.2551926 
## Iteration 11 lambda =  0.2551925 
## Iteration 1 lambda =  0.448148 
## Iteration 2 lambda =  0.3377776 
## Iteration 3 lambda =  0.3157035 
## Iteration 4 lambda =  0.3112887 
## Iteration 5 lambda =  0.3104057 
## Iteration 6 lambda =  0.3102291 
## Iteration 7 lambda =  0.3101938 
## Iteration 8 lambda =  0.3101868 
## Iteration 9 lambda =  0.3101854 
## Iteration 10 lambda =  0.3101851 
## Iteration 11 lambda =  0.310185 
## Iteration 1 lambda =  0.3673764 
## Iteration 2 lambda =  0.2408517 
## Iteration 3 lambda =  0.2155467 
## Iteration 4 lambda =  0.2104857 
## Iteration 5 lambda =  0.2094735 
## Iteration 6 lambda =  0.2092711 
## Iteration 7 lambda =  0.2092306 
## Iteration 8 lambda =  0.2092225 
## Iteration 9 lambda =  0.2092209 
## Iteration 10 lambda =  0.2092206 
## Iteration 11 lambda =  0.2092205 
## Iteration 1 lambda =  0.4214768 
## Iteration 2 lambda =  0.3057721 
## Iteration 3 lambda =  0.2826312 
## Iteration 4 lambda =  0.278003 
## Iteration 5 lambda =  0.2770774 
## Iteration 6 lambda =  0.2768923 
## Iteration 7 lambda =  0.2768552 
## Iteration 8 lambda =  0.2768478 
## Iteration 9 lambda =  0.2768464 
## Iteration 10 lambda =  0.2768461 
## Iteration 11 lambda =  0.276846 
## Iteration 1 lambda =  0.379418 
## Iteration 2 lambda =  0.2553015 
## Iteration 3 lambda =  0.2304783 
## Iteration 4 lambda =  0.2255136 
## Iteration 5 lambda =  0.2245207 
## Iteration 6 lambda =  0.2243221 
## Iteration 7 lambda =  0.2242824 
## Iteration 8 lambda =  0.2242744 
## Iteration 9 lambda =  0.2242728 
## Iteration 10 lambda =  0.2242725 
## Iteration 11 lambda =  0.2242725 
## Iteration 1 lambda =  0.4083037 
## Iteration 2 lambda =  0.2899644 
## Iteration 3 lambda =  0.2662965 
## Iteration 4 lambda =  0.261563 
## Iteration 5 lambda =  0.2606162 
## Iteration 6 lambda =  0.2604269 
## Iteration 7 lambda =  0.260389 
## Iteration 8 lambda =  0.2603815 
## Iteration 9 lambda =  0.2603799 
## Iteration 10 lambda =  0.2603796 
## Iteration 11 lambda =  0.2603796 
## Iteration 1 lambda =  0.3208537 
## Iteration 2 lambda =  0.1850245 
## Iteration 3 lambda =  0.1578586 
## Iteration 4 lambda =  0.1524254 
## Iteration 5 lambda =  0.1513388 
## Iteration 6 lambda =  0.1511215 
## Iteration 7 lambda =  0.151078 
## Iteration 8 lambda =  0.1510693 
## Iteration 9 lambda =  0.1510676 
## Iteration 10 lambda =  0.1510672 
## Iteration 11 lambda =  0.1510672 
## Iteration 1 lambda =  0.372866 
## Iteration 2 lambda =  0.2474392 
## Iteration 3 lambda =  0.2223538 
## Iteration 4 lambda =  0.2173367 
## Iteration 5 lambda =  0.2163333 
## Iteration 6 lambda =  0.2161327 
## Iteration 7 lambda =  0.2160925 
## Iteration 8 lambda =  0.2160845 
## Iteration 9 lambda =  0.2160829 
## Iteration 10 lambda =  0.2160826 
## Iteration 11 lambda =  0.2160825 
## Iteration 1 lambda =  0.4044952 
## Iteration 2 lambda =  0.2853943 
## Iteration 3 lambda =  0.2615741 
## Iteration 4 lambda =  0.2568101 
## Iteration 5 lambda =  0.2558573 
## Iteration 6 lambda =  0.2556667 
## Iteration 7 lambda =  0.2556286 
## Iteration 8 lambda =  0.255621 
## Iteration 9 lambda =  0.2556194 
## Iteration 10 lambda =  0.2556191 
## Iteration 11 lambda =  0.2556191 
## Iteration 1 lambda =  0.3423716 
## Iteration 2 lambda =  0.210846 
## Iteration 3 lambda =  0.1845408 
## Iteration 4 lambda =  0.1792798 
## Iteration 5 lambda =  0.1782276 
## Iteration 6 lambda =  0.1780172 
## Iteration 7 lambda =  0.1779751 
## Iteration 8 lambda =  0.1779667 
## Iteration 9 lambda =  0.177965 
## Iteration 10 lambda =  0.1779646 
## Iteration 11 lambda =  0.1779646 
## Iteration 1 lambda =  0.3787852 
## Iteration 2 lambda =  0.2545423 
## Iteration 3 lambda =  0.2296937 
## Iteration 4 lambda =  0.224724 
## Iteration 5 lambda =  0.22373 
## Iteration 6 lambda =  0.2235312 
## Iteration 7 lambda =  0.2234915 
## Iteration 8 lambda =  0.2234835 
## Iteration 9 lambda =  0.2234819 
## Iteration 10 lambda =  0.2234816 
## Iteration 11 lambda =  0.2234816 
## Iteration 1 lambda =  0.404265 
## Iteration 2 lambda =  0.285118 
## Iteration 3 lambda =  0.2612886 
## Iteration 4 lambda =  0.2565228 
## Iteration 5 lambda =  0.2555696 
## Iteration 6 lambda =  0.255379 
## Iteration 7 lambda =  0.2553408 
## Iteration 8 lambda =  0.2553332 
## Iteration 9 lambda =  0.2553317 
## Iteration 10 lambda =  0.2553314 
## Iteration 11 lambda =  0.2553313 
## Iteration 1 lambda =  0.3620044 
## Iteration 2 lambda =  0.2344053 
## Iteration 3 lambda =  0.2088854 
## Iteration 4 lambda =  0.2037815 
## Iteration 5 lambda =  0.2027607 
## Iteration 6 lambda =  0.2025565 
## Iteration 7 lambda =  0.2025157 
## Iteration 8 lambda =  0.2025075 
## Iteration 9 lambda =  0.2025059 
## Iteration 10 lambda =  0.2025056 
## Iteration 11 lambda =  0.2025055 
## Iteration 1 lambda =  0.3031253 
## Iteration 2 lambda =  0.1637503 
## Iteration 3 lambda =  0.1358753 
## Iteration 4 lambda =  0.1303003 
## Iteration 5 lambda =  0.1291853 
## Iteration 6 lambda =  0.1289623 
## Iteration 7 lambda =  0.1289177 
## Iteration 8 lambda =  0.1289088 
## Iteration 9 lambda =  0.128907 
## Iteration 10 lambda =  0.1289067 
## Iteration 11 lambda =  0.1289066 
## Iteration 1 lambda =  0.4497973 
## Iteration 2 lambda =  0.3397568 
## Iteration 3 lambda =  0.3177487 
## Iteration 4 lambda =  0.313347 
## Iteration 5 lambda =  0.3124667 
## Iteration 6 lambda =  0.3122907 
## Iteration 7 lambda =  0.3122554 
## Iteration 8 lambda =  0.3122484 
## Iteration 9 lambda =  0.312247 
## Iteration 10 lambda =  0.3122467 
## Iteration 11 lambda =  0.3122467 
## Iteration 1 lambda =  0.3867433 
## Iteration 2 lambda =  0.264092 
## Iteration 3 lambda =  0.2395617 
## Iteration 4 lambda =  0.2346557 
## Iteration 5 lambda =  0.2336744 
## Iteration 6 lambda =  0.2334782 
## Iteration 7 lambda =  0.233439 
## Iteration 8 lambda =  0.2334311 
## Iteration 9 lambda =  0.2334295 
## Iteration 10 lambda =  0.2334292 
## Iteration 11 lambda =  0.2334292 
## Iteration 1 lambda =  0.4086467 
## Iteration 2 lambda =  0.2903761 
## Iteration 3 lambda =  0.2667219 
## Iteration 4 lambda =  0.2619911 
## Iteration 5 lambda =  0.2610449 
## Iteration 6 lambda =  0.2608557 
## Iteration 7 lambda =  0.2608179 
## Iteration 8 lambda =  0.2608103 
## Iteration 9 lambda =  0.2608088 
## Iteration 10 lambda =  0.2608085 
## Iteration 11 lambda =  0.2608084 
## Iteration 1 lambda =  0.3239377 
## Iteration 2 lambda =  0.1887253 
## Iteration 3 lambda =  0.1616828 
## Iteration 4 lambda =  0.1562743 
## Iteration 5 lambda =  0.1551926 
## Iteration 6 lambda =  0.1549762 
## Iteration 7 lambda =  0.154933 
## Iteration 8 lambda =  0.1549243 
## Iteration 9 lambda =  0.1549226 
## Iteration 10 lambda =  0.1549222 
## Iteration 11 lambda =  0.1549222 
## Iteration 1 lambda =  0.4603746 
## Iteration 2 lambda =  0.3524496 
## Iteration 3 lambda =  0.3308646 
## Iteration 4 lambda =  0.3265476 
## Iteration 5 lambda =  0.3256842 
## Iteration 6 lambda =  0.3255115 
## Iteration 7 lambda =  0.3254769 
## Iteration 8 lambda =  0.32547 
## Iteration 9 lambda =  0.3254686 
## Iteration 10 lambda =  0.3254684 
## Iteration 11 lambda =  0.3254683 
## Iteration 1 lambda =  0.4593505 
## Iteration 2 lambda =  0.3512206 
## Iteration 3 lambda =  0.3295946 
## Iteration 4 lambda =  0.3252694 
## Iteration 5 lambda =  0.3244043 
## Iteration 6 lambda =  0.3242313 
## Iteration 7 lambda =  0.3241967 
## Iteration 8 lambda =  0.3241898 
## Iteration 9 lambda =  0.3241884 
## Iteration 10 lambda =  0.3241881 
## Iteration 11 lambda =  0.3241881 
## Iteration 1 lambda =  0.3928868 
## Iteration 2 lambda =  0.2714642 
## Iteration 3 lambda =  0.2471797 
## Iteration 4 lambda =  0.2423228 
## Iteration 5 lambda =  0.2413514 
## Iteration 6 lambda =  0.2411571 
## Iteration 7 lambda =  0.2411182 
## Iteration 8 lambda =  0.2411105 
## Iteration 9 lambda =  0.2411089 
## Iteration 10 lambda =  0.2411086 
## Iteration 11 lambda =  0.2411085 
## Iteration 1 lambda =  0.430215 
## Iteration 2 lambda =  0.316258 
## Iteration 3 lambda =  0.2934666 
## Iteration 4 lambda =  0.2889083 
## Iteration 5 lambda =  0.2879966 
## Iteration 6 lambda =  0.2878143 
## Iteration 7 lambda =  0.2877778 
## Iteration 8 lambda =  0.2877705 
## Iteration 9 lambda =  0.2877691 
## Iteration 10 lambda =  0.2877688 
## Iteration 11 lambda =  0.2877687 
## Iteration 1 lambda =  0.3770039 
## Iteration 2 lambda =  0.2524046 
## Iteration 3 lambda =  0.2274848 
## Iteration 4 lambda =  0.2225008 
## Iteration 5 lambda =  0.221504 
## Iteration 6 lambda =  0.2213047 
## Iteration 7 lambda =  0.2212648 
## Iteration 8 lambda =  0.2212568 
## Iteration 9 lambda =  0.2212552 
## Iteration 10 lambda =  0.2212549 
## Iteration 11 lambda =  0.2212549 
## Iteration 1 lambda =  0.2677181 
## Iteration 2 lambda =  0.1212617 
## Iteration 3 lambda =  0.09197046 
## Iteration 4 lambda =  0.08611221 
## Iteration 5 lambda =  0.08494056 
## Iteration 6 lambda =  0.08470623 
## Iteration 7 lambda =  0.08465936 
## Iteration 8 lambda =  0.08464999 
## Iteration 9 lambda =  0.08464811 
## Iteration 10 lambda =  0.08464774 
## Iteration 11 lambda =  0.08464766 
## Iteration 1 lambda =  0.3723073 
## Iteration 2 lambda =  0.2467687 
## Iteration 3 lambda =  0.221661 
## Iteration 4 lambda =  0.2166395 
## Iteration 5 lambda =  0.2156352 
## Iteration 6 lambda =  0.2154343 
## Iteration 7 lambda =  0.2153941 
## Iteration 8 lambda =  0.2153861 
## Iteration 9 lambda =  0.2153845 
## Iteration 10 lambda =  0.2153842 
## Iteration 11 lambda =  0.2153841 
## Iteration 1 lambda =  0.427021 
## Iteration 2 lambda =  0.3124252 
## Iteration 3 lambda =  0.289506 
## Iteration 4 lambda =  0.2849222 
## Iteration 5 lambda =  0.2840054 
## Iteration 6 lambda =  0.2838221 
## Iteration 7 lambda =  0.2837854 
## Iteration 8 lambda =  0.2837781 
## Iteration 9 lambda =  0.2837766 
## Iteration 10 lambda =  0.2837763 
## Iteration 11 lambda =  0.2837762 
## Iteration 1 lambda =  0.368978 
## Iteration 2 lambda =  0.2427736 
## Iteration 3 lambda =  0.2175327 
## Iteration 4 lambda =  0.2124846 
## Iteration 5 lambda =  0.2114749 
## Iteration 6 lambda =  0.211273 
## Iteration 7 lambda =  0.2112326 
## Iteration 8 lambda =  0.2112245 
## Iteration 9 lambda =  0.2112229 
## Iteration 10 lambda =  0.2112226 
## Iteration 11 lambda =  0.2112225 
## Iteration 1 lambda =  0.307655 
## Iteration 2 lambda =  0.169186 
## Iteration 3 lambda =  0.1414922 
## Iteration 4 lambda =  0.1359534 
## Iteration 5 lambda =  0.1348456 
## Iteration 6 lambda =  0.1346241 
## Iteration 7 lambda =  0.1345798 
## Iteration 8 lambda =  0.1345709 
## Iteration 9 lambda =  0.1345691 
## Iteration 10 lambda =  0.1345688 
## Iteration 11 lambda =  0.1345687 
## Iteration 1 lambda =  0.262122 
## Iteration 2 lambda =  0.1145465 
## Iteration 3 lambda =  0.08503134 
## Iteration 4 lambda =  0.07912832 
## Iteration 5 lambda =  0.07794771 
## Iteration 6 lambda =  0.07771159 
## Iteration 7 lambda =  0.07766437 
## Iteration 8 lambda =  0.07765492 
## Iteration 9 lambda =  0.07765303 
## Iteration 10 lambda =  0.07765266 
## Iteration 11 lambda =  0.07765258 
## Iteration 1 lambda =  0.3421033 
## Iteration 2 lambda =  0.210524 
## Iteration 3 lambda =  0.1842081 
## Iteration 4 lambda =  0.1789449 
## Iteration 5 lambda =  0.1778923 
## Iteration 6 lambda =  0.1776818 
## Iteration 7 lambda =  0.1776397 
## Iteration 8 lambda =  0.1776313 
## Iteration 9 lambda =  0.1776296 
## Iteration 10 lambda =  0.1776292 
## Iteration 11 lambda =  0.1776292 
## Iteration 1 lambda =  0.4264518 
## Iteration 2 lambda =  0.3117422 
## Iteration 3 lambda =  0.2888002 
## Iteration 4 lambda =  0.2842118 
## Iteration 5 lambda =  0.2832942 
## Iteration 6 lambda =  0.2831106 
## Iteration 7 lambda =  0.2830739 
## Iteration 8 lambda =  0.2830666 
## Iteration 9 lambda =  0.2830651 
## Iteration 10 lambda =  0.2830648 
## Iteration 11 lambda =  0.2830648 
## Iteration 1 lambda =  0.2814061 
## Iteration 2 lambda =  0.1376873 
## Iteration 3 lambda =  0.1089435 
## Iteration 4 lambda =  0.1031948 
## Iteration 5 lambda =  0.102045 
## Iteration 6 lambda =  0.1018151 
## Iteration 7 lambda =  0.1017691 
## Iteration 8 lambda =  0.1017599 
## Iteration 9 lambda =  0.101758 
## Iteration 10 lambda =  0.1017577 
## Iteration 11 lambda =  0.1017576 
## Iteration 1 lambda =  0.482541 
## Iteration 2 lambda =  0.3790492 
## Iteration 3 lambda =  0.3583508 
## Iteration 4 lambda =  0.3542111 
## Iteration 5 lambda =  0.3533832 
## Iteration 6 lambda =  0.3532176 
## Iteration 7 lambda =  0.3531845 
## Iteration 8 lambda =  0.3531779 
## Iteration 9 lambda =  0.3531766 
## Iteration 10 lambda =  0.3531763 
## Iteration 11 lambda =  0.3531762 
## Iteration 1 lambda =  0.3927393 
## Iteration 2 lambda =  0.2712871 
## Iteration 3 lambda =  0.2469967 
## Iteration 4 lambda =  0.2421386 
## Iteration 5 lambda =  0.241167 
## Iteration 6 lambda =  0.2409727 
## Iteration 7 lambda =  0.2409338 
## Iteration 8 lambda =  0.240926 
## Iteration 9 lambda =  0.2409245 
## Iteration 10 lambda =  0.2409242 
## Iteration 11 lambda =  0.2409241 
## Iteration 1 lambda =  0.2976523 
## Iteration 2 lambda =  0.1571827 
## Iteration 3 lambda =  0.1290888 
## Iteration 4 lambda =  0.12347 
## Iteration 5 lambda =  0.1223463 
## Iteration 6 lambda =  0.1221215 
## Iteration 7 lambda =  0.1220766 
## Iteration 8 lambda =  0.1220676 
## Iteration 9 lambda =  0.1220658 
## Iteration 10 lambda =  0.1220654 
## Iteration 11 lambda =  0.1220653 
## Iteration 1 lambda =  0.322763 
## Iteration 2 lambda =  0.1873156 
## Iteration 3 lambda =  0.1602262 
## Iteration 4 lambda =  0.1548083 
## Iteration 5 lambda =  0.1537247 
## Iteration 6 lambda =  0.153508 
## Iteration 7 lambda =  0.1534646 
## Iteration 8 lambda =  0.153456 
## Iteration 9 lambda =  0.1534542 
## Iteration 10 lambda =  0.1534539 
## Iteration 11 lambda =  0.1534538 
## Iteration 1 lambda =  0.3434272 
## Iteration 2 lambda =  0.2121126 
## Iteration 3 lambda =  0.1858497 
## Iteration 4 lambda =  0.1805971 
## Iteration 5 lambda =  0.1795466 
## Iteration 6 lambda =  0.1793365 
## Iteration 7 lambda =  0.1792945 
## Iteration 8 lambda =  0.1792861 
## Iteration 9 lambda =  0.1792844 
## Iteration 10 lambda =  0.1792841 
## Iteration 11 lambda =  0.179284 
## Iteration 1 lambda =  0.3262294 
## Iteration 2 lambda =  0.1914752 
## Iteration 3 lambda =  0.1645244 
## Iteration 4 lambda =  0.1591343 
## Iteration 5 lambda =  0.1580562 
## Iteration 6 lambda =  0.1578406 
## Iteration 7 lambda =  0.1577975 
## Iteration 8 lambda =  0.1577889 
## Iteration 9 lambda =  0.1577871 
## Iteration 10 lambda =  0.1577868 
## Iteration 11 lambda =  0.1577867 
## Iteration 1 lambda =  0.4101023 
## Iteration 2 lambda =  0.2921228 
## Iteration 3 lambda =  0.2685269 
## Iteration 4 lambda =  0.2638077 
## Iteration 5 lambda =  0.2628639 
## Iteration 6 lambda =  0.2626751 
## Iteration 7 lambda =  0.2626373 
## Iteration 8 lambda =  0.2626298 
## Iteration 9 lambda =  0.2626283 
## Iteration 10 lambda =  0.262628 
## Iteration 11 lambda =  0.2626279 
## Iteration 1 lambda =  0.3770624 
## Iteration 2 lambda =  0.2524748 
## Iteration 3 lambda =  0.2275573 
## Iteration 4 lambda =  0.2225738 
## Iteration 5 lambda =  0.2215771 
## Iteration 6 lambda =  0.2213778 
## Iteration 7 lambda =  0.2213379 
## Iteration 8 lambda =  0.2213299 
## Iteration 9 lambda =  0.2213284 
## Iteration 10 lambda =  0.221328 
## Iteration 11 lambda =  0.221328 
## Iteration 1 lambda =  0.3116805 
## Iteration 2 lambda =  0.1740165 
## Iteration 3 lambda =  0.1464838 
## Iteration 4 lambda =  0.1409772 
## Iteration 5 lambda =  0.1398759 
## Iteration 6 lambda =  0.1396556 
## Iteration 7 lambda =  0.1396116 
## Iteration 8 lambda =  0.1396028 
## Iteration 9 lambda =  0.139601 
## Iteration 10 lambda =  0.1396007 
## Iteration 11 lambda =  0.1396006 
## Iteration 1 lambda =  0.3832606 
## Iteration 2 lambda =  0.2599127 
## Iteration 3 lambda =  0.2352432 
## Iteration 4 lambda =  0.2303092 
## Iteration 5 lambda =  0.2293225 
## Iteration 6 lambda =  0.2291251 
## Iteration 7 lambda =  0.2290856 
## Iteration 8 lambda =  0.2290777 
## Iteration 9 lambda =  0.2290762 
## Iteration 10 lambda =  0.2290758 
## Iteration 11 lambda =  0.2290758 
## Iteration 1 lambda =  0.4296296 
## Iteration 2 lambda =  0.3155555 
## Iteration 3 lambda =  0.2927407 
## Iteration 4 lambda =  0.2881777 
## Iteration 5 lambda =  0.2872651 
## Iteration 6 lambda =  0.2870826 
## Iteration 7 lambda =  0.2870461 
## Iteration 8 lambda =  0.2870388 
## Iteration 9 lambda =  0.2870374 
## Iteration 10 lambda =  0.2870371 
## Iteration 11 lambda =  0.287037 
## Iteration 1 lambda =  0.3717835 
## Iteration 2 lambda =  0.2461402 
## Iteration 3 lambda =  0.2210115 
## Iteration 4 lambda =  0.2159858 
## Iteration 5 lambda =  0.2149806 
## Iteration 6 lambda =  0.2147796 
## Iteration 7 lambda =  0.2147394 
## Iteration 8 lambda =  0.2147313 
## Iteration 9 lambda =  0.2147297 
## Iteration 10 lambda =  0.2147294 
## Iteration 11 lambda =  0.2147293 
## Iteration 1 lambda =  0.4094476 
## Iteration 2 lambda =  0.2913371 
## Iteration 3 lambda =  0.267715 
## Iteration 4 lambda =  0.2629906 
## Iteration 5 lambda =  0.2620457 
## Iteration 6 lambda =  0.2618567 
## Iteration 7 lambda =  0.2618189 
## Iteration 8 lambda =  0.2618114 
## Iteration 9 lambda =  0.2618099 
## Iteration 10 lambda =  0.2618095 
## Iteration 11 lambda =  0.2618095 
## Iteration 1 lambda =  0.3887587 
## Iteration 2 lambda =  0.2665105 
## Iteration 3 lambda =  0.2420608 
## Iteration 4 lambda =  0.2371709 
## Iteration 5 lambda =  0.2361929 
## Iteration 6 lambda =  0.2359973 
## Iteration 7 lambda =  0.2359582 
## Iteration 8 lambda =  0.2359504 
## Iteration 9 lambda =  0.2359488 
## Iteration 10 lambda =  0.2359485 
## Iteration 11 lambda =  0.2359484 
## Iteration 1 lambda =  0.2409966 
## Iteration 2 lambda =  0.08919594 
## Iteration 3 lambda =  0.05883581 
## Iteration 4 lambda =  0.05276378 
## Iteration 5 lambda =  0.05154937 
## Iteration 6 lambda =  0.05130649 
## Iteration 7 lambda =  0.05125792 
## Iteration 8 lambda =  0.0512482 
## Iteration 9 lambda =  0.05124626 
## Iteration 10 lambda =  0.05124587 
## Iteration 11 lambda =  0.05124579 
## Iteration 1 lambda =  0.4416525 
## Iteration 2 lambda =  0.329983 
## Iteration 3 lambda =  0.3076491 
## Iteration 4 lambda =  0.3031824 
## Iteration 5 lambda =  0.302289 
## Iteration 6 lambda =  0.3021103 
## Iteration 7 lambda =  0.3020746 
## Iteration 8 lambda =  0.3020675 
## Iteration 9 lambda =  0.302066 
## Iteration 10 lambda =  0.3020657 
## Iteration 11 lambda =  0.3020657 
## Iteration 1 lambda =  0.3935275 
## Iteration 2 lambda =  0.272233 
## Iteration 3 lambda =  0.2479741 
## Iteration 4 lambda =  0.2431223 
## Iteration 5 lambda =  0.2421519 
## Iteration 6 lambda =  0.2419579 
## Iteration 7 lambda =  0.2419191 
## Iteration 8 lambda =  0.2419113 
## Iteration 9 lambda =  0.2419097 
## Iteration 10 lambda =  0.2419094 
## Iteration 11 lambda =  0.2419094 
## Iteration 1 lambda =  0.4292773 
## Iteration 2 lambda =  0.3151328 
## Iteration 3 lambda =  0.2923039 
## Iteration 4 lambda =  0.2877381 
## Iteration 5 lambda =  0.2868249 
## Iteration 6 lambda =  0.2866423 
## Iteration 7 lambda =  0.2866058 
## Iteration 8 lambda =  0.2865985 
## Iteration 9 lambda =  0.286597 
## Iteration 10 lambda =  0.2865967 
## Iteration 11 lambda =  0.2865967 
## Iteration 1 lambda =  0.3869617 
## Iteration 2 lambda =  0.2643541 
## Iteration 3 lambda =  0.2398325 
## Iteration 4 lambda =  0.2349282 
## Iteration 5 lambda =  0.2339474 
## Iteration 6 lambda =  0.2337512 
## Iteration 7 lambda =  0.2337119 
## Iteration 8 lambda =  0.2337041 
## Iteration 9 lambda =  0.2337025 
## Iteration 10 lambda =  0.2337022 
## Iteration 11 lambda =  0.2337022 
## Iteration 1 lambda =  0.3369676 
## Iteration 2 lambda =  0.2043611 
## Iteration 3 lambda =  0.1778398 
## Iteration 4 lambda =  0.1725356 
## Iteration 5 lambda =  0.1714747 
## Iteration 6 lambda =  0.1712625 
## Iteration 7 lambda =  0.1712201 
## Iteration 8 lambda =  0.1712116 
## Iteration 9 lambda =  0.1712099 
## Iteration 10 lambda =  0.1712096 
## Iteration 11 lambda =  0.1712095 
## Iteration 1 lambda =  0.4105072 
## Iteration 2 lambda =  0.2926086 
## Iteration 3 lambda =  0.2690289 
## Iteration 4 lambda =  0.2643129 
## Iteration 5 lambda =  0.2633698 
## Iteration 6 lambda =  0.2631811 
## Iteration 7 lambda =  0.2631434 
## Iteration 8 lambda =  0.2631358 
## Iteration 9 lambda =  0.2631343 
## Iteration 10 lambda =  0.263134 
## Iteration 11 lambda =  0.263134 
## Iteration 1 lambda =  0.4161763 
## Iteration 2 lambda =  0.2994115 
## Iteration 3 lambda =  0.2760586 
## Iteration 4 lambda =  0.271388 
## Iteration 5 lambda =  0.2704539 
## Iteration 6 lambda =  0.270267 
## Iteration 7 lambda =  0.2702297 
## Iteration 8 lambda =  0.2702222 
## Iteration 9 lambda =  0.2702207 
## Iteration 10 lambda =  0.2702204 
## Iteration 11 lambda =  0.2702204 
## Iteration 1 lambda =  0.324966 
## Iteration 2 lambda =  0.1899592 
## Iteration 3 lambda =  0.1629578 
## Iteration 4 lambda =  0.1575576 
## Iteration 5 lambda =  0.1564775 
## Iteration 6 lambda =  0.1562615 
## Iteration 7 lambda =  0.1562183 
## Iteration 8 lambda =  0.1562097 
## Iteration 9 lambda =  0.1562079 
## Iteration 10 lambda =  0.1562076 
## Iteration 11 lambda =  0.1562075 
## Iteration 1 lambda =  0.3083686 
## Iteration 2 lambda =  0.1700424 
## Iteration 3 lambda =  0.1423771 
## Iteration 4 lambda =  0.1368441 
## Iteration 5 lambda =  0.1357375 
## Iteration 6 lambda =  0.1355161 
## Iteration 7 lambda =  0.1354719 
## Iteration 8 lambda =  0.135463 
## Iteration 9 lambda =  0.1354612 
## Iteration 10 lambda =  0.1354609 
## Iteration 11 lambda =  0.1354608 
## Iteration 1 lambda =  0.484014 
## Iteration 2 lambda =  0.3808169 
## Iteration 3 lambda =  0.3601774 
## Iteration 4 lambda =  0.3560495 
## Iteration 5 lambda =  0.355224 
## Iteration 6 lambda =  0.3550588 
## Iteration 7 lambda =  0.3550258 
## Iteration 8 lambda =  0.3550192 
## Iteration 9 lambda =  0.3550179 
## Iteration 10 lambda =  0.3550176 
## Iteration 11 lambda =  0.3550176 
## Iteration 1 lambda =  0.3664575 
## Iteration 2 lambda =  0.239749 
## Iteration 3 lambda =  0.2144073 
## Iteration 4 lambda =  0.209339 
## Iteration 5 lambda =  0.2083253 
## Iteration 6 lambda =  0.2081226 
## Iteration 7 lambda =  0.2080821 
## Iteration 8 lambda =  0.208074 
## Iteration 9 lambda =  0.2080723 
## Iteration 10 lambda =  0.208072 
## Iteration 11 lambda =  0.2080719 
## Iteration 1 lambda =  0.3576045 
## Iteration 2 lambda =  0.2291254 
## Iteration 3 lambda =  0.2034296 
## Iteration 4 lambda =  0.1982905 
## Iteration 5 lambda =  0.1972626 
## Iteration 6 lambda =  0.1970571 
## Iteration 7 lambda =  0.1970159 
## Iteration 8 lambda =  0.1970077 
## Iteration 9 lambda =  0.1970061 
## Iteration 10 lambda =  0.1970057 
## Iteration 11 lambda =  0.1970057 
## Iteration 1 lambda =  0.3971993 
## Iteration 2 lambda =  0.2766392 
## Iteration 3 lambda =  0.2525272 
## Iteration 4 lambda =  0.2477048 
## Iteration 5 lambda =  0.2467403 
## Iteration 6 lambda =  0.2465474 
## Iteration 7 lambda =  0.2465088 
## Iteration 8 lambda =  0.2465011 
## Iteration 9 lambda =  0.2464996 
## Iteration 10 lambda =  0.2464993 
## Iteration 11 lambda =  0.2464992 
## Iteration 1 lambda =  0.4205429 
## Iteration 2 lambda =  0.3046515 
## Iteration 3 lambda =  0.2814732 
## Iteration 4 lambda =  0.2768376 
## Iteration 5 lambda =  0.2759105 
## Iteration 6 lambda =  0.275725 
## Iteration 7 lambda =  0.2756879 
## Iteration 8 lambda =  0.2756805 
## Iteration 9 lambda =  0.275679 
## Iteration 10 lambda =  0.2756787 
## Iteration 11 lambda =  0.2756787 
## Iteration 1 lambda =  0.3213045 
## Iteration 2 lambda =  0.1855654 
## Iteration 3 lambda =  0.1584176 
## Iteration 4 lambda =  0.1529881 
## Iteration 5 lambda =  0.1519021 
## Iteration 6 lambda =  0.151685 
## Iteration 7 lambda =  0.1516415 
## Iteration 8 lambda =  0.1516328 
## Iteration 9 lambda =  0.1516311 
## Iteration 10 lambda =  0.1516307 
## Iteration 11 lambda =  0.1516307 
## Iteration 1 lambda =  0.3695328 
## Iteration 2 lambda =  0.2434394 
## Iteration 3 lambda =  0.2182207 
## Iteration 4 lambda =  0.213177 
## Iteration 5 lambda =  0.2121682 
## Iteration 6 lambda =  0.2119665 
## Iteration 7 lambda =  0.2119261 
## Iteration 8 lambda =  0.2119181 
## Iteration 9 lambda =  0.2119164 
## Iteration 10 lambda =  0.2119161 
## Iteration 11 lambda =  0.2119161 
## Iteration 1 lambda =  0.4121611 
## Iteration 2 lambda =  0.2945933 
## Iteration 3 lambda =  0.2710797 
## Iteration 4 lambda =  0.266377 
## Iteration 5 lambda =  0.2654365 
## Iteration 6 lambda =  0.2652483 
## Iteration 7 lambda =  0.2652107 
## Iteration 8 lambda =  0.2652032 
## Iteration 9 lambda =  0.2652017 
## Iteration 10 lambda =  0.2652014 
## Iteration 11 lambda =  0.2652013 
## Iteration 1 lambda =  0.3592897 
## Iteration 2 lambda =  0.2311476 
## Iteration 3 lambda =  0.2055192 
## Iteration 4 lambda =  0.2003935 
## Iteration 5 lambda =  0.1993684 
## Iteration 6 lambda =  0.1991633 
## Iteration 7 lambda =  0.1991223 
## Iteration 8 lambda =  0.1991141 
## Iteration 9 lambda =  0.1991125 
## Iteration 10 lambda =  0.1991122 
## Iteration 11 lambda =  0.1991121 
## Iteration 1 lambda =  0.3817341 
## Iteration 2 lambda =  0.2580809 
## Iteration 3 lambda =  0.2333502 
## Iteration 4 lambda =  0.2284041 
## Iteration 5 lambda =  0.2274149 
## Iteration 6 lambda =  0.227217 
## Iteration 7 lambda =  0.2271775 
## Iteration 8 lambda =  0.2271696 
## Iteration 9 lambda =  0.227168 
## Iteration 10 lambda =  0.2271677 
## Iteration 11 lambda =  0.2271676 
## Iteration 1 lambda =  0.3701714 
## Iteration 2 lambda =  0.2442057 
## Iteration 3 lambda =  0.2190126 
## Iteration 4 lambda =  0.213974 
## Iteration 5 lambda =  0.2129662 
## Iteration 6 lambda =  0.2127647 
## Iteration 7 lambda =  0.2127244 
## Iteration 8 lambda =  0.2127163 
## Iteration 9 lambda =  0.2127147 
## Iteration 10 lambda =  0.2127144 
## Iteration 11 lambda =  0.2127143 
## Iteration 1 lambda =  0.3999678 
## Iteration 2 lambda =  0.2799614 
## Iteration 3 lambda =  0.2559601 
## Iteration 4 lambda =  0.2511598 
## Iteration 5 lambda =  0.2501998 
## Iteration 6 lambda =  0.2500077 
## Iteration 7 lambda =  0.2499693 
## Iteration 8 lambda =  0.2499617 
## Iteration 9 lambda =  0.2499601 
## Iteration 10 lambda =  0.2499598 
## Iteration 11 lambda =  0.2499598 
## Iteration 1 lambda =  0.2941347 
## Iteration 2 lambda =  0.1529617 
## Iteration 3 lambda =  0.1247271 
## Iteration 4 lambda =  0.1190802 
## Iteration 5 lambda =  0.1179508 
## Iteration 6 lambda =  0.1177249 
## Iteration 7 lambda =  0.1176797 
## Iteration 8 lambda =  0.1176707 
## Iteration 9 lambda =  0.1176689 
## Iteration 10 lambda =  0.1176685 
## Iteration 11 lambda =  0.1176684 
## Iteration 1 lambda =  0.3101426 
## Iteration 2 lambda =  0.1721711 
## Iteration 3 lambda =  0.1445768 
## Iteration 4 lambda =  0.139058 
## Iteration 5 lambda =  0.1379542 
## Iteration 6 lambda =  0.1377334 
## Iteration 7 lambda =  0.1376893 
## Iteration 8 lambda =  0.1376805 
## Iteration 9 lambda =  0.1376787 
## Iteration 10 lambda =  0.1376783 
## Iteration 11 lambda =  0.1376783 
## Iteration 1 lambda =  0.4282299 
## Iteration 2 lambda =  0.3138758 
## Iteration 3 lambda =  0.291005 
## Iteration 4 lambda =  0.2864309 
## Iteration 5 lambda =  0.285516 
## Iteration 6 lambda =  0.2853331 
## Iteration 7 lambda =  0.2852965 
## Iteration 8 lambda =  0.2852891 
## Iteration 9 lambda =  0.2852877 
## Iteration 10 lambda =  0.2852874 
## Iteration 11 lambda =  0.2852873 
## Iteration 1 lambda =  0.4450825 
## Iteration 2 lambda =  0.334099 
## Iteration 3 lambda =  0.3119023 
## Iteration 4 lambda =  0.307463 
## Iteration 5 lambda =  0.3065751 
## Iteration 6 lambda =  0.3063975 
## Iteration 7 lambda =  0.306362 
## Iteration 8 lambda =  0.3063549 
## Iteration 9 lambda =  0.3063535 
## Iteration 10 lambda =  0.3063532 
## Iteration 11 lambda =  0.3063532 
## Iteration 1 lambda =  0.3552393 
## Iteration 2 lambda =  0.2262871 
## Iteration 3 lambda =  0.2004967 
## Iteration 4 lambda =  0.1953386 
## Iteration 5 lambda =  0.194307 
## Iteration 6 lambda =  0.1941007 
## Iteration 7 lambda =  0.1940594 
## Iteration 8 lambda =  0.1940511 
## Iteration 9 lambda =  0.1940495 
## Iteration 10 lambda =  0.1940492 
## Iteration 11 lambda =  0.1940491 
## Iteration 1 lambda =  0.3701472 
## Iteration 2 lambda =  0.2441767 
## Iteration 3 lambda =  0.2189826 
## Iteration 4 lambda =  0.2139437 
## Iteration 5 lambda =  0.212936 
## Iteration 6 lambda =  0.2127344 
## Iteration 7 lambda =  0.2126941 
## Iteration 8 lambda =  0.212686 
## Iteration 9 lambda =  0.2126844 
## Iteration 10 lambda =  0.2126841 
## Iteration 11 lambda =  0.212684 
## Iteration 1 lambda =  0.4172101 
## Iteration 2 lambda =  0.3006521 
## Iteration 3 lambda =  0.2773405 
## Iteration 4 lambda =  0.2726782 
## Iteration 5 lambda =  0.2717457 
## Iteration 6 lambda =  0.2715592 
## Iteration 7 lambda =  0.2715219 
## Iteration 8 lambda =  0.2715145 
## Iteration 9 lambda =  0.271513 
## Iteration 10 lambda =  0.2715127 
## Iteration 11 lambda =  0.2715126 
## Iteration 1 lambda =  0.3545223 
## Iteration 2 lambda =  0.2254267 
## Iteration 3 lambda =  0.1996076 
## Iteration 4 lambda =  0.1944438 
## Iteration 5 lambda =  0.193411 
## Iteration 6 lambda =  0.1932045 
## Iteration 7 lambda =  0.1931632 
## Iteration 8 lambda =  0.1931549 
## Iteration 9 lambda =  0.1931532 
## Iteration 10 lambda =  0.1931529 
## Iteration 11 lambda =  0.1931529 
## Iteration 1 lambda =  0.4152736 
## Iteration 2 lambda =  0.2983283 
## Iteration 3 lambda =  0.2749392 
## Iteration 4 lambda =  0.2702614 
## Iteration 5 lambda =  0.2693259 
## Iteration 6 lambda =  0.2691387 
## Iteration 7 lambda =  0.2691013 
## Iteration 8 lambda =  0.2690938 
## Iteration 9 lambda =  0.2690923 
## Iteration 10 lambda =  0.269092 
## Iteration 11 lambda =  0.269092 
## Iteration 1 lambda =  0.3741334 
## Iteration 2 lambda =  0.2489601 
## Iteration 3 lambda =  0.2239254 
## Iteration 4 lambda =  0.2189185 
## Iteration 5 lambda =  0.2179171 
## Iteration 6 lambda =  0.2177168 
## Iteration 7 lambda =  0.2176768 
## Iteration 8 lambda =  0.2176688 
## Iteration 9 lambda =  0.2176672 
## Iteration 10 lambda =  0.2176669 
## Iteration 11 lambda =  0.2176668 
## Iteration 1 lambda =  0.3698926 
## Iteration 2 lambda =  0.2438711 
## Iteration 3 lambda =  0.2186668 
## Iteration 4 lambda =  0.2136259 
## Iteration 5 lambda =  0.2126178 
## Iteration 6 lambda =  0.2124161 
## Iteration 7 lambda =  0.2123758 
## Iteration 8 lambda =  0.2123677 
## Iteration 9 lambda =  0.2123661 
## Iteration 10 lambda =  0.2123658 
## Iteration 11 lambda =  0.2123657 
## Iteration 1 lambda =  0.3976974 
## Iteration 2 lambda =  0.2772368 
## Iteration 3 lambda =  0.2531447 
## Iteration 4 lambda =  0.2483263 
## Iteration 5 lambda =  0.2473626 
## Iteration 6 lambda =  0.2471699 
## Iteration 7 lambda =  0.2471313 
## Iteration 8 lambda =  0.2471236 
## Iteration 9 lambda =  0.2471221 
## Iteration 10 lambda =  0.2471218 
## Iteration 11 lambda =  0.2471217 
## Iteration 1 lambda =  0.3548684 
## Iteration 2 lambda =  0.2258421 
## Iteration 3 lambda =  0.2000368 
## Iteration 4 lambda =  0.1948758 
## Iteration 5 lambda =  0.1938436 
## Iteration 6 lambda =  0.1936371 
## Iteration 7 lambda =  0.1935959 
## Iteration 8 lambda =  0.1935876 
## Iteration 9 lambda =  0.1935859 
## Iteration 10 lambda =  0.1935856 
## Iteration 11 lambda =  0.1935855 
## Iteration 1 lambda =  0.3135149 
## Iteration 2 lambda =  0.1762179 
## Iteration 3 lambda =  0.1487585 
## Iteration 4 lambda =  0.1432666 
## Iteration 5 lambda =  0.1421682 
## Iteration 6 lambda =  0.1419486 
## Iteration 7 lambda =  0.1419046 
## Iteration 8 lambda =  0.1418958 
## Iteration 9 lambda =  0.1418941 
## Iteration 10 lambda =  0.1418937 
## Iteration 11 lambda =  0.1418937 
## Iteration 1 lambda =  0.2933898 
## Iteration 2 lambda =  0.1520677 
## Iteration 3 lambda =  0.1238033 
## Iteration 4 lambda =  0.1181504 
## Iteration 5 lambda =  0.1170198 
## Iteration 6 lambda =  0.1167937 
## Iteration 7 lambda =  0.1167485 
## Iteration 8 lambda =  0.1167395 
## Iteration 9 lambda =  0.1167376 
## Iteration 10 lambda =  0.1167373 
## Iteration 11 lambda =  0.1167372 
## Iteration 1 lambda =  0.3709048 
## Iteration 2 lambda =  0.2450857 
## Iteration 3 lambda =  0.2199219 
## Iteration 4 lambda =  0.2148892 
## Iteration 5 lambda =  0.2138826 
## Iteration 6 lambda =  0.2136813 
## Iteration 7 lambda =  0.2136411 
## Iteration 8 lambda =  0.213633 
## Iteration 9 lambda =  0.2136314 
## Iteration 10 lambda =  0.2136311 
## Iteration 11 lambda =  0.213631 
## Iteration 1 lambda =  0.393011 
## Iteration 2 lambda =  0.2716132 
## Iteration 3 lambda =  0.2473336 
## Iteration 4 lambda =  0.2424777 
## Iteration 5 lambda =  0.2415065 
## Iteration 6 lambda =  0.2413123 
## Iteration 7 lambda =  0.2412735 
## Iteration 8 lambda =  0.2412657 
## Iteration 9 lambda =  0.2412641 
## Iteration 10 lambda =  0.2412638 
## Iteration 11 lambda =  0.2412638 
## Iteration 1 lambda =  0.3417673 
## Iteration 2 lambda =  0.2101207 
## Iteration 3 lambda =  0.1837914 
## Iteration 4 lambda =  0.1785255 
## Iteration 5 lambda =  0.1774724 
## Iteration 6 lambda =  0.1772617 
## Iteration 7 lambda =  0.1772196 
## Iteration 8 lambda =  0.1772112 
## Iteration 9 lambda =  0.1772095 
## Iteration 10 lambda =  0.1772092 
## Iteration 11 lambda =  0.1772091 
## Iteration 1 lambda =  0.3622829 
## Iteration 2 lambda =  0.2347395 
## Iteration 3 lambda =  0.2092308 
## Iteration 4 lambda =  0.2041291 
## Iteration 5 lambda =  0.2031087 
## Iteration 6 lambda =  0.2029047 
## Iteration 7 lambda =  0.2028638 
## Iteration 8 lambda =  0.2028557 
## Iteration 9 lambda =  0.202854 
## Iteration 10 lambda =  0.2028537 
## Iteration 11 lambda =  0.2028537 
## Iteration 1 lambda =  0.3935311 
## Iteration 2 lambda =  0.2722373 
## Iteration 3 lambda =  0.2479786 
## Iteration 4 lambda =  0.2431268 
## Iteration 5 lambda =  0.2421565 
## Iteration 6 lambda =  0.2419624 
## Iteration 7 lambda =  0.2419236 
## Iteration 8 lambda =  0.2419158 
## Iteration 9 lambda =  0.2419143 
## Iteration 10 lambda =  0.241914 
## Iteration 11 lambda =  0.2419139 
## Iteration 1 lambda =  0.3452821 
## Iteration 2 lambda =  0.2143385 
## Iteration 3 lambda =  0.1881498 
## Iteration 4 lambda =  0.1829121 
## Iteration 5 lambda =  0.1818645 
## Iteration 6 lambda =  0.181655 
## Iteration 7 lambda =  0.1816131 
## Iteration 8 lambda =  0.1816047 
## Iteration 9 lambda =  0.181603 
## Iteration 10 lambda =  0.1816027 
## Iteration 11 lambda =  0.1816026 
## Iteration 1 lambda =  0.3342556 
## Iteration 2 lambda =  0.2011068 
## Iteration 3 lambda =  0.174477 
## Iteration 4 lambda =  0.169151 
## Iteration 5 lambda =  0.1680859 
## Iteration 6 lambda =  0.1678728 
## Iteration 7 lambda =  0.1678302 
## Iteration 8 lambda =  0.1678217 
## Iteration 9 lambda =  0.16782 
## Iteration 10 lambda =  0.1678196 
## Iteration 11 lambda =  0.1678196 
## Iteration 1 lambda =  0.4978954 
## Iteration 2 lambda =  0.3974745 
## Iteration 3 lambda =  0.3773903 
## Iteration 4 lambda =  0.3733734 
## Iteration 5 lambda =  0.3725701 
## Iteration 6 lambda =  0.3724094 
## Iteration 7 lambda =  0.3723773 
## Iteration 8 lambda =  0.3723708 
## Iteration 9 lambda =  0.3723696 
## Iteration 10 lambda =  0.3723693 
## Iteration 11 lambda =  0.3723693 
## Iteration 1 lambda =  0.4052618 
## Iteration 2 lambda =  0.2863142 
## Iteration 3 lambda =  0.2625247 
## Iteration 4 lambda =  0.2577668 
## Iteration 5 lambda =  0.2568152 
## Iteration 6 lambda =  0.2566249 
## Iteration 7 lambda =  0.2565868 
## Iteration 8 lambda =  0.2565792 
## Iteration 9 lambda =  0.2565777 
## Iteration 10 lambda =  0.2565774 
## Iteration 11 lambda =  0.2565773 
## Iteration 1 lambda =  0.407605 
## Iteration 2 lambda =  0.289126 
## Iteration 3 lambda =  0.2654302 
## Iteration 4 lambda =  0.2606911 
## Iteration 5 lambda =  0.2597432 
## Iteration 6 lambda =  0.2595537 
## Iteration 7 lambda =  0.2595158 
## Iteration 8 lambda =  0.2595082 
## Iteration 9 lambda =  0.2595067 
## Iteration 10 lambda =  0.2595063 
## Iteration 11 lambda =  0.2595063 
## Iteration 1 lambda =  0.4601325 
## Iteration 2 lambda =  0.352159 
## Iteration 3 lambda =  0.3305643 
## Iteration 4 lambda =  0.3262453 
## Iteration 5 lambda =  0.3253815 
## Iteration 6 lambda =  0.3252088 
## Iteration 7 lambda =  0.3251742 
## Iteration 8 lambda =  0.3251673 
## Iteration 9 lambda =  0.3251659 
## Iteration 10 lambda =  0.3251657 
## Iteration 11 lambda =  0.3251656 
## Iteration 1 lambda =  0.30124 
## Iteration 2 lambda =  0.161488 
## Iteration 3 lambda =  0.1335376 
## Iteration 4 lambda =  0.1279475 
## Iteration 5 lambda =  0.1268295 
## Iteration 6 lambda =  0.1266059 
## Iteration 7 lambda =  0.1265612 
## Iteration 8 lambda =  0.1265522 
## Iteration 9 lambda =  0.1265504 
## Iteration 10 lambda =  0.1265501 
## Iteration 11 lambda =  0.12655 
## Iteration 1 lambda =  0.3577377 
## Iteration 2 lambda =  0.2292852 
## Iteration 3 lambda =  0.2035947 
## Iteration 4 lambda =  0.1984567 
## Iteration 5 lambda =  0.197429 
## Iteration 6 lambda =  0.1972235 
## Iteration 7 lambda =  0.1971824 
## Iteration 8 lambda =  0.1971742 
## Iteration 9 lambda =  0.1971725 
## Iteration 10 lambda =  0.1971722 
## Iteration 11 lambda =  0.1971721 
## Iteration 1 lambda =  0.3889185 
## Iteration 2 lambda =  0.2667022 
## Iteration 3 lambda =  0.2422589 
## Iteration 4 lambda =  0.2373703 
## Iteration 5 lambda =  0.2363926 
## Iteration 6 lambda =  0.236197 
## Iteration 7 lambda =  0.2361579 
## Iteration 8 lambda =  0.2361501 
## Iteration 9 lambda =  0.2361485 
## Iteration 10 lambda =  0.2361482 
## Iteration 11 lambda =  0.2361481 
## Iteration 1 lambda =  0.4309126 
## Iteration 2 lambda =  0.3170951 
## Iteration 3 lambda =  0.2943316 
## Iteration 4 lambda =  0.2897789 
## Iteration 5 lambda =  0.2888684 
## Iteration 6 lambda =  0.2886863 
## Iteration 7 lambda =  0.2886498 
## Iteration 8 lambda =  0.2886426 
## Iteration 9 lambda =  0.2886411 
## Iteration 10 lambda =  0.2886408 
## Iteration 11 lambda =  0.2886408 
## Iteration 1 lambda =  0.4190153 
## Iteration 2 lambda =  0.3028183 
## Iteration 3 lambda =  0.2795789 
## Iteration 4 lambda =  0.274931 
## Iteration 5 lambda =  0.2740015 
## Iteration 6 lambda =  0.2738156 
## Iteration 7 lambda =  0.2737784 
## Iteration 8 lambda =  0.2737709 
## Iteration 9 lambda =  0.2737695 
## Iteration 10 lambda =  0.2737692 
## Iteration 11 lambda =  0.2737691 
## Iteration 1 lambda =  0.2977607 
## Iteration 2 lambda =  0.1573129 
## Iteration 3 lambda =  0.1292233 
## Iteration 4 lambda =  0.1236054 
## Iteration 5 lambda =  0.1224818 
## Iteration 6 lambda =  0.1222571 
## Iteration 7 lambda =  0.1222121 
## Iteration 8 lambda =  0.1222031 
## Iteration 9 lambda =  0.1222014 
## Iteration 10 lambda =  0.122201 
## Iteration 11 lambda =  0.1222009 
## Iteration 1 lambda =  0.3915256 
## Iteration 2 lambda =  0.2698307 
## Iteration 3 lambda =  0.2454918 
## Iteration 4 lambda =  0.240624 
## Iteration 5 lambda =  0.2396504 
## Iteration 6 lambda =  0.2394557 
## Iteration 7 lambda =  0.2394168 
## Iteration 8 lambda =  0.239409 
## Iteration 9 lambda =  0.2394074 
## Iteration 10 lambda =  0.2394071 
## Iteration 11 lambda =  0.239407 
## Iteration 1 lambda =  0.2706949 
## Iteration 2 lambda =  0.1248339 
## Iteration 3 lambda =  0.09566171 
## Iteration 4 lambda =  0.08982727 
## Iteration 5 lambda =  0.08866038 
## Iteration 6 lambda =  0.088427 
## Iteration 7 lambda =  0.08838033 
## Iteration 8 lambda =  0.08837099 
## Iteration 9 lambda =  0.08836912 
## Iteration 10 lambda =  0.08836875 
## Iteration 11 lambda =  0.08836868 
## Iteration 1 lambda =  0.4754607 
## Iteration 2 lambda =  0.3705528 
## Iteration 3 lambda =  0.3495712 
## Iteration 4 lambda =  0.3453749 
## Iteration 5 lambda =  0.3445356 
## Iteration 6 lambda =  0.3443678 
## Iteration 7 lambda =  0.3443342 
## Iteration 8 lambda =  0.3443275 
## Iteration 9 lambda =  0.3443262 
## Iteration 10 lambda =  0.3443259 
## Iteration 11 lambda =  0.3443258 
## Iteration 1 lambda =  0.4040586 
## Iteration 2 lambda =  0.2848703 
## Iteration 3 lambda =  0.2610326 
## Iteration 4 lambda =  0.2562651 
## Iteration 5 lambda =  0.2553116 
## Iteration 6 lambda =  0.2551209 
## Iteration 7 lambda =  0.2550828 
## Iteration 8 lambda =  0.2550751 
## Iteration 9 lambda =  0.2550736 
## Iteration 10 lambda =  0.2550733 
## Iteration 11 lambda =  0.2550732 
## Iteration 1 lambda =  0.308784 
## Iteration 2 lambda =  0.1705408 
## Iteration 3 lambda =  0.1428922 
## Iteration 4 lambda =  0.1373625 
## Iteration 5 lambda =  0.1362565 
## Iteration 6 lambda =  0.1360353 
## Iteration 7 lambda =  0.1359911 
## Iteration 8 lambda =  0.1359822 
## Iteration 9 lambda =  0.1359805 
## Iteration 10 lambda =  0.1359801 
## Iteration 11 lambda =  0.13598 
## Iteration 1 lambda =  0.3343685 
## Iteration 2 lambda =  0.2012422 
## Iteration 3 lambda =  0.174617 
## Iteration 4 lambda =  0.1692919 
## Iteration 5 lambda =  0.1682269 
## Iteration 6 lambda =  0.1680139 
## Iteration 7 lambda =  0.1679713 
## Iteration 8 lambda =  0.1679628 
## Iteration 9 lambda =  0.1679611 
## Iteration 10 lambda =  0.1679608 
## Iteration 11 lambda =  0.1679607 
## Iteration 1 lambda =  0.3567877 
## Iteration 2 lambda =  0.2281452 
## Iteration 3 lambda =  0.2024167 
## Iteration 4 lambda =  0.197271 
## Iteration 5 lambda =  0.1962419 
## Iteration 6 lambda =  0.1960361 
## Iteration 7 lambda =  0.1959949 
## Iteration 8 lambda =  0.1959867 
## Iteration 9 lambda =  0.195985 
## Iteration 10 lambda =  0.1959847 
## Iteration 11 lambda =  0.1959846 
## Iteration 1 lambda =  0.253672 
## Iteration 2 lambda =  0.1044064 
## Iteration 3 lambda =  0.07455324 
## Iteration 4 lambda =  0.06858261 
## Iteration 5 lambda =  0.06738849 
## Iteration 6 lambda =  0.06714966 
## Iteration 7 lambda =  0.0671019 
## Iteration 8 lambda =  0.06709234 
## Iteration 9 lambda =  0.06709043 
## Iteration 10 lambda =  0.06709005 
## Iteration 11 lambda =  0.06708997 
## Iteration 1 lambda =  0.4146144 
## Iteration 2 lambda =  0.2975373 
## Iteration 3 lambda =  0.2741219 
## Iteration 4 lambda =  0.2694388 
## Iteration 5 lambda =  0.2685022 
## Iteration 6 lambda =  0.2683149 
## Iteration 7 lambda =  0.2682774 
## Iteration 8 lambda =  0.2682699 
## Iteration 9 lambda =  0.2682684 
## Iteration 10 lambda =  0.2682681 
## Iteration 11 lambda =  0.2682681 
## Iteration 1 lambda =  0.3831727 
## Iteration 2 lambda =  0.2598072 
## Iteration 3 lambda =  0.2351341 
## Iteration 4 lambda =  0.2301995 
## Iteration 5 lambda =  0.2292126 
## Iteration 6 lambda =  0.2290152 
## Iteration 7 lambda =  0.2289757 
## Iteration 8 lambda =  0.2289678 
## Iteration 9 lambda =  0.2289663 
## Iteration 10 lambda =  0.228966 
## Iteration 11 lambda =  0.2289659 
## Iteration 1 lambda =  0.3702596 
## Iteration 2 lambda =  0.2443115 
## Iteration 3 lambda =  0.2191219 
## Iteration 4 lambda =  0.214084 
## Iteration 5 lambda =  0.2130764 
## Iteration 6 lambda =  0.2128749 
## Iteration 7 lambda =  0.2128346 
## Iteration 8 lambda =  0.2128265 
## Iteration 9 lambda =  0.2128249 
## Iteration 10 lambda =  0.2128246 
## Iteration 11 lambda =  0.2128245 
## Iteration 1 lambda =  0.3558808 
## Iteration 2 lambda =  0.2270569 
## Iteration 3 lambda =  0.2012922 
## Iteration 4 lambda =  0.1961392 
## Iteration 5 lambda =  0.1951086 
## Iteration 6 lambda =  0.1949025 
## Iteration 7 lambda =  0.1948613 
## Iteration 8 lambda =  0.194853 
## Iteration 9 lambda =  0.1948514 
## Iteration 10 lambda =  0.1948511 
## Iteration 11 lambda =  0.194851 
## Iteration 1 lambda =  0.2357479 
## Iteration 2 lambda =  0.08289744 
## Iteration 3 lambda =  0.05232735 
## Iteration 4 lambda =  0.04621334 
## Iteration 5 lambda =  0.04499053 
## Iteration 6 lambda =  0.04474597 
## Iteration 7 lambda =  0.04469706 
## Iteration 8 lambda =  0.04468728 
## Iteration 9 lambda =  0.04468532 
## Iteration 10 lambda =  0.04468493 
## Iteration 11 lambda =  0.04468485 
## Iteration 1 lambda =  0.3657895 
## Iteration 2 lambda =  0.2389474 
## Iteration 3 lambda =  0.2135789 
## Iteration 4 lambda =  0.2085053 
## Iteration 5 lambda =  0.2074905 
## Iteration 6 lambda =  0.2072876 
## Iteration 7 lambda =  0.207247 
## Iteration 8 lambda =  0.2072389 
## Iteration 9 lambda =  0.2072372 
## Iteration 10 lambda =  0.2072369 
## Iteration 11 lambda =  0.2072369 
## Iteration 1 lambda =  0.335959 
## Iteration 2 lambda =  0.2031508 
## Iteration 3 lambda =  0.1765891 
## Iteration 4 lambda =  0.1712768 
## Iteration 5 lambda =  0.1702143 
## Iteration 6 lambda =  0.1700018 
## Iteration 7 lambda =  0.1699593 
## Iteration 8 lambda =  0.1699508 
## Iteration 9 lambda =  0.1699491 
## Iteration 10 lambda =  0.1699488 
## Iteration 11 lambda =  0.1699487 
## Iteration 1 lambda =  0.2025753 
## Iteration 2 lambda =  0.04309034 
## Iteration 3 lambda =  0.01119336 
## Iteration 4 lambda =  0.004813958 
## Iteration 5 lambda =  0.003538079 
## Iteration 6 lambda =  0.003282903 
## Iteration 7 lambda =  0.003231868 
## Iteration 8 lambda =  0.003221661 
## Iteration 9 lambda =  0.003219619 
## Iteration 10 lambda =  0.003219211 
## Iteration 11 lambda =  0.003219129 
## Iteration 1 lambda =  0.334933 
## Iteration 2 lambda =  0.2019195 
## Iteration 3 lambda =  0.1753169 
## Iteration 4 lambda =  0.1699963 
## Iteration 5 lambda =  0.1689322 
## Iteration 6 lambda =  0.1687194 
## Iteration 7 lambda =  0.1686768 
## Iteration 8 lambda =  0.1686683 
## Iteration 9 lambda =  0.1686666 
## Iteration 10 lambda =  0.1686663 
## Iteration 11 lambda =  0.1686662 
## Iteration 1 lambda =  0.309453 
## Iteration 2 lambda =  0.1713436 
## Iteration 3 lambda =  0.1437217 
## Iteration 4 lambda =  0.1381973 
## Iteration 5 lambda =  0.1370924 
## Iteration 6 lambda =  0.1368715 
## Iteration 7 lambda =  0.1368273 
## Iteration 8 lambda =  0.1368184 
## Iteration 9 lambda =  0.1368167 
## Iteration 10 lambda =  0.1368163 
## Iteration 11 lambda =  0.1368162 
## Iteration 1 lambda =  0.332366 
## Iteration 2 lambda =  0.1988392 
## Iteration 3 lambda =  0.1721338 
## Iteration 4 lambda =  0.1667927 
## Iteration 5 lambda =  0.1657245 
## Iteration 6 lambda =  0.1655109 
## Iteration 7 lambda =  0.1654681 
## Iteration 8 lambda =  0.1654596 
## Iteration 9 lambda =  0.1654579 
## Iteration 10 lambda =  0.1654575 
## Iteration 11 lambda =  0.1654575 
## Iteration 1 lambda =  0.3110003 
## Iteration 2 lambda =  0.1732004 
## Iteration 3 lambda =  0.1456404 
## Iteration 4 lambda =  0.1401284 
## Iteration 5 lambda =  0.139026 
## Iteration 6 lambda =  0.1388055 
## Iteration 7 lambda =  0.1387614 
## Iteration 8 lambda =  0.1387526 
## Iteration 9 lambda =  0.1387509 
## Iteration 10 lambda =  0.1387505 
## Iteration 11 lambda =  0.1387504 
## Iteration 1 lambda =  0.3469888 
## Iteration 2 lambda =  0.2163866 
## Iteration 3 lambda =  0.1902662 
## Iteration 4 lambda =  0.1850421 
## Iteration 5 lambda =  0.1839972 
## Iteration 6 lambda =  0.1837883 
## Iteration 7 lambda =  0.1837465 
## Iteration 8 lambda =  0.1837381 
## Iteration 9 lambda =  0.1837365 
## Iteration 10 lambda =  0.1837361 
## Iteration 11 lambda =  0.1837361 
## Iteration 1 lambda =  0.3854613 
## Iteration 2 lambda =  0.2625535 
## Iteration 3 lambda =  0.237972 
## Iteration 4 lambda =  0.2330557 
## Iteration 5 lambda =  0.2320724 
## Iteration 6 lambda =  0.2318758 
## Iteration 7 lambda =  0.2318364 
## Iteration 8 lambda =  0.2318286 
## Iteration 9 lambda =  0.231827 
## Iteration 10 lambda =  0.2318267 
## Iteration 11 lambda =  0.2318266 
## Iteration 1 lambda =  0.3432486 
## Iteration 2 lambda =  0.2118984 
## Iteration 3 lambda =  0.1856283 
## Iteration 4 lambda =  0.1803743 
## Iteration 5 lambda =  0.1793235 
## Iteration 6 lambda =  0.1791133 
## Iteration 7 lambda =  0.1790713 
## Iteration 8 lambda =  0.1790629 
## Iteration 9 lambda =  0.1790612 
## Iteration 10 lambda =  0.1790609 
## Iteration 11 lambda =  0.1790608 
## Iteration 1 lambda =  0.3320851 
## Iteration 2 lambda =  0.1985022 
## Iteration 3 lambda =  0.1717856 
## Iteration 4 lambda =  0.1664422 
## Iteration 5 lambda =  0.1653736 
## Iteration 6 lambda =  0.1651598 
## Iteration 7 lambda =  0.1651171 
## Iteration 8 lambda =  0.1651085 
## Iteration 9 lambda =  0.1651068 
## Iteration 10 lambda =  0.1651065 
## Iteration 11 lambda =  0.1651064 
## Iteration 1 lambda =  0.3389722 
## Iteration 2 lambda =  0.2067667 
## Iteration 3 lambda =  0.1803256 
## Iteration 4 lambda =  0.1750373 
## Iteration 5 lambda =  0.1739797 
## Iteration 6 lambda =  0.1737682 
## Iteration 7 lambda =  0.1737259 
## Iteration 8 lambda =  0.1737174 
## Iteration 9 lambda =  0.1737157 
## Iteration 10 lambda =  0.1737154 
## Iteration 11 lambda =  0.1737153 
## Iteration 1 lambda =  0.3565353 
## Iteration 2 lambda =  0.2278423 
## Iteration 3 lambda =  0.2021037 
## Iteration 4 lambda =  0.196956 
## Iteration 5 lambda =  0.1959265 
## Iteration 6 lambda =  0.1957205 
## Iteration 7 lambda =  0.1956794 
## Iteration 8 lambda =  0.1956711 
## Iteration 9 lambda =  0.1956695 
## Iteration 10 lambda =  0.1956692 
## Iteration 11 lambda =  0.1956691 
## Iteration 1 lambda =  0.4005689 
## Iteration 2 lambda =  0.2806827 
## Iteration 3 lambda =  0.2567054 
## Iteration 4 lambda =  0.25191 
## Iteration 5 lambda =  0.2509509 
## Iteration 6 lambda =  0.2507591 
## Iteration 7 lambda =  0.2507207 
## Iteration 8 lambda =  0.250713 
## Iteration 9 lambda =  0.2507115 
## Iteration 10 lambda =  0.2507112 
## Iteration 11 lambda =  0.2507111 
## Iteration 1 lambda =  0.4258559 
## Iteration 2 lambda =  0.3110271 
## Iteration 3 lambda =  0.2880613 
## Iteration 4 lambda =  0.2834682 
## Iteration 5 lambda =  0.2825495 
## Iteration 6 lambda =  0.2823658 
## Iteration 7 lambda =  0.2823291 
## Iteration 8 lambda =  0.2823217 
## Iteration 9 lambda =  0.2823203 
## Iteration 10 lambda =  0.28232 
## Iteration 11 lambda =  0.2823199 
## Iteration 1 lambda =  0.3544264 
## Iteration 2 lambda =  0.2253117 
## Iteration 3 lambda =  0.1994887 
## Iteration 4 lambda =  0.1943241 
## Iteration 5 lambda =  0.1932912 
## Iteration 6 lambda =  0.1930846 
## Iteration 7 lambda =  0.1930433 
## Iteration 8 lambda =  0.193035 
## Iteration 9 lambda =  0.1930334 
## Iteration 10 lambda =  0.1930331 
## Iteration 11 lambda =  0.193033 
## Iteration 1 lambda =  0.3985154 
## Iteration 2 lambda =  0.2782185 
## Iteration 3 lambda =  0.2541591 
## Iteration 4 lambda =  0.2493472 
## Iteration 5 lambda =  0.2483848 
## Iteration 6 lambda =  0.2481923 
## Iteration 7 lambda =  0.2481539 
## Iteration 8 lambda =  0.2481462 
## Iteration 9 lambda =  0.2481446 
## Iteration 10 lambda =  0.2481443 
## Iteration 11 lambda =  0.2481442 
## Iteration 1 lambda =  0.4127484 
## Iteration 2 lambda =  0.2952981 
## Iteration 3 lambda =  0.2718081 
## Iteration 4 lambda =  0.2671101 
## Iteration 5 lambda =  0.2661705 
## Iteration 6 lambda =  0.2659825 
## Iteration 7 lambda =  0.265945 
## Iteration 8 lambda =  0.2659374 
## Iteration 9 lambda =  0.2659359 
## Iteration 10 lambda =  0.2659356 
## Iteration 11 lambda =  0.2659356 
## Iteration 1 lambda =  0.4250885 
## Iteration 2 lambda =  0.3101062 
## Iteration 3 lambda =  0.2871098 
## Iteration 4 lambda =  0.2825105 
## Iteration 5 lambda =  0.2815906 
## Iteration 6 lambda =  0.2814066 
## Iteration 7 lambda =  0.2813699 
## Iteration 8 lambda =  0.2813625 
## Iteration 9 lambda =  0.281361 
## Iteration 10 lambda =  0.2813607 
## Iteration 11 lambda =  0.2813607 
## Iteration 1 lambda =  0.4577543 
## Iteration 2 lambda =  0.3493052 
## Iteration 3 lambda =  0.3276154 
## Iteration 4 lambda =  0.3232774 
## Iteration 5 lambda =  0.3224098 
## Iteration 6 lambda =  0.3222363 
## Iteration 7 lambda =  0.3222016 
## Iteration 8 lambda =  0.3221946 
## Iteration 9 lambda =  0.3221932 
## Iteration 10 lambda =  0.322193 
## Iteration 11 lambda =  0.3221929 
## Iteration 1 lambda =  0.318996 
## Iteration 2 lambda =  0.1827952 
## Iteration 3 lambda =  0.1555551 
## Iteration 4 lambda =  0.150107 
## Iteration 5 lambda =  0.1490174 
## Iteration 6 lambda =  0.1487995 
## Iteration 7 lambda =  0.1487559 
## Iteration 8 lambda =  0.1487472 
## Iteration 9 lambda =  0.1487455 
## Iteration 10 lambda =  0.1487451 
## Iteration 11 lambda =  0.148745 
## Iteration 1 lambda =  0.307224 
## Iteration 2 lambda =  0.1686688 
## Iteration 3 lambda =  0.1409578 
## Iteration 4 lambda =  0.1354156 
## Iteration 5 lambda =  0.1343071 
## Iteration 6 lambda =  0.1340854 
## Iteration 7 lambda =  0.1340411 
## Iteration 8 lambda =  0.1340322 
## Iteration 9 lambda =  0.1340305 
## Iteration 10 lambda =  0.1340301 
## Iteration 11 lambda =  0.13403 
## Iteration 1 lambda =  0.4386652 
## Iteration 2 lambda =  0.3263983 
## Iteration 3 lambda =  0.3039449 
## Iteration 4 lambda =  0.2994542 
## Iteration 5 lambda =  0.2985561 
## Iteration 6 lambda =  0.2983764 
## Iteration 7 lambda =  0.2983405 
## Iteration 8 lambda =  0.2983333 
## Iteration 9 lambda =  0.2983319 
## Iteration 10 lambda =  0.2983316 
## Iteration 11 lambda =  0.2983315 
## Iteration 1 lambda =  0.4044742 
## Iteration 2 lambda =  0.285369 
## Iteration 3 lambda =  0.261548 
## Iteration 4 lambda =  0.2567838 
## Iteration 5 lambda =  0.2558309 
## Iteration 6 lambda =  0.2556404 
## Iteration 7 lambda =  0.2556023 
## Iteration 8 lambda =  0.2555946 
## Iteration 9 lambda =  0.2555931 
## Iteration 10 lambda =  0.2555928 
## Iteration 11 lambda =  0.2555927 
## Iteration 1 lambda =  0.3355422 
## Iteration 2 lambda =  0.2026507 
## Iteration 3 lambda =  0.1760724 
## Iteration 4 lambda =  0.1707567 
## Iteration 5 lambda =  0.1696936 
## Iteration 6 lambda =  0.169481 
## Iteration 7 lambda =  0.1694384 
## Iteration 8 lambda =  0.1694299 
## Iteration 9 lambda =  0.1694282 
## Iteration 10 lambda =  0.1694279 
## Iteration 11 lambda =  0.1694278 
## Iteration 1 lambda =  0.4131753 
## Iteration 2 lambda =  0.2958104 
## Iteration 3 lambda =  0.2723374 
## Iteration 4 lambda =  0.2676428 
## Iteration 5 lambda =  0.2667039 
## Iteration 6 lambda =  0.2665161 
## Iteration 7 lambda =  0.2664786 
## Iteration 8 lambda =  0.2664711 
## Iteration 9 lambda =  0.2664696 
## Iteration 10 lambda =  0.2664693 
## Iteration 11 lambda =  0.2664692 
## Iteration 1 lambda =  0.3355047 
## Iteration 2 lambda =  0.2026056 
## Iteration 3 lambda =  0.1760258 
## Iteration 4 lambda =  0.1707098 
## Iteration 5 lambda =  0.1696466 
## Iteration 6 lambda =  0.169434 
## Iteration 7 lambda =  0.1693915 
## Iteration 8 lambda =  0.169383 
## Iteration 9 lambda =  0.1693813 
## Iteration 10 lambda =  0.1693809 
## Iteration 11 lambda =  0.1693809 
## Iteration 1 lambda =  0.3692067 
## Iteration 2 lambda =  0.243048 
## Iteration 3 lambda =  0.2178163 
## Iteration 4 lambda =  0.2127699 
## Iteration 5 lambda =  0.2117606 
## Iteration 6 lambda =  0.2115588 
## Iteration 7 lambda =  0.2115184 
## Iteration 8 lambda =  0.2115103 
## Iteration 9 lambda =  0.2115087 
## Iteration 10 lambda =  0.2115084 
## Iteration 11 lambda =  0.2115083 
## Iteration 1 lambda =  0.4363214 
## Iteration 2 lambda =  0.3235856 
## Iteration 3 lambda =  0.3010385 
## Iteration 4 lambda =  0.2965291 
## Iteration 5 lambda =  0.2956272 
## Iteration 6 lambda =  0.2954468 
## Iteration 7 lambda =  0.2954107 
## Iteration 8 lambda =  0.2954035 
## Iteration 9 lambda =  0.2954021 
## Iteration 10 lambda =  0.2954018 
## Iteration 11 lambda =  0.2954017 
## Iteration 1 lambda =  0.3740539 
## Iteration 2 lambda =  0.2488647 
## Iteration 3 lambda =  0.2238269 
## Iteration 4 lambda =  0.2188193 
## Iteration 5 lambda =  0.2178178 
## Iteration 6 lambda =  0.2176175 
## Iteration 7 lambda =  0.2175774 
## Iteration 8 lambda =  0.2175694 
## Iteration 9 lambda =  0.2175678 
## Iteration 10 lambda =  0.2175675 
## Iteration 11 lambda =  0.2175674 
## Iteration 1 lambda =  0.4171283 
## Iteration 2 lambda =  0.300554 
## Iteration 3 lambda =  0.2772391 
## Iteration 4 lambda =  0.2725762 
## Iteration 5 lambda =  0.2716436 
## Iteration 6 lambda =  0.2714571 
## Iteration 7 lambda =  0.2714197 
## Iteration 8 lambda =  0.2714123 
## Iteration 9 lambda =  0.2714108 
## Iteration 10 lambda =  0.2714105 
## Iteration 11 lambda =  0.2714104 
## Iteration 1 lambda =  0.3328003 
## Iteration 2 lambda =  0.1993603 
## Iteration 3 lambda =  0.1726724 
## Iteration 4 lambda =  0.1673348 
## Iteration 5 lambda =  0.1662672 
## Iteration 6 lambda =  0.1660537 
## Iteration 7 lambda =  0.166011 
## Iteration 8 lambda =  0.1660025 
## Iteration 9 lambda =  0.1660008 
## Iteration 10 lambda =  0.1660004 
## Iteration 11 lambda =  0.1660004 
## Iteration 1 lambda =  0.357846 
## Iteration 2 lambda =  0.2294152 
## Iteration 3 lambda =  0.2037291 
## Iteration 4 lambda =  0.1985919 
## Iteration 5 lambda =  0.1975644 
## Iteration 6 lambda =  0.1973589 
## Iteration 7 lambda =  0.1973178 
## Iteration 8 lambda =  0.1973096 
## Iteration 9 lambda =  0.197308 
## Iteration 10 lambda =  0.1973076 
## Iteration 11 lambda =  0.1973076 
## Iteration 1 lambda =  0.3969256 
## Iteration 2 lambda =  0.2763107 
## Iteration 3 lambda =  0.2521878 
## Iteration 4 lambda =  0.2473632 
## Iteration 5 lambda =  0.2463982 
## Iteration 6 lambda =  0.2462053 
## Iteration 7 lambda =  0.2461667 
## Iteration 8 lambda =  0.2461589 
## Iteration 9 lambda =  0.2461574 
## Iteration 10 lambda =  0.2461571 
## Iteration 11 lambda =  0.246157 
## Iteration 1 lambda =  0.3188049 
## Iteration 2 lambda =  0.1825659 
## Iteration 3 lambda =  0.1553181 
## Iteration 4 lambda =  0.1498685 
## Iteration 5 lambda =  0.1487786 
## Iteration 6 lambda =  0.1485606 
## Iteration 7 lambda =  0.148517 
## Iteration 8 lambda =  0.1485083 
## Iteration 9 lambda =  0.1485065 
## Iteration 10 lambda =  0.1485062 
## Iteration 11 lambda =  0.1485061 
## Iteration 1 lambda =  0.3578497 
## Iteration 2 lambda =  0.2294197 
## Iteration 3 lambda =  0.2037337 
## Iteration 4 lambda =  0.1985965 
## Iteration 5 lambda =  0.197569 
## Iteration 6 lambda =  0.1973635 
## Iteration 7 lambda =  0.1973224 
## Iteration 8 lambda =  0.1973142 
## Iteration 9 lambda =  0.1973126 
## Iteration 10 lambda =  0.1973122 
## Iteration 11 lambda =  0.1973122 
## Iteration 1 lambda =  0.4053179 
## Iteration 2 lambda =  0.2863815 
## Iteration 3 lambda =  0.2625942 
## Iteration 4 lambda =  0.2578368 
## Iteration 5 lambda =  0.2568853 
## Iteration 6 lambda =  0.256695 
## Iteration 7 lambda =  0.2566569 
## Iteration 8 lambda =  0.2566493 
## Iteration 9 lambda =  0.2566478 
## Iteration 10 lambda =  0.2566475 
## Iteration 11 lambda =  0.2566474 
## Iteration 1 lambda =  0.3709523 
## Iteration 2 lambda =  0.2451428 
## Iteration 3 lambda =  0.2199809 
## Iteration 4 lambda =  0.2149485 
## Iteration 5 lambda =  0.213942 
## Iteration 6 lambda =  0.2137407 
## Iteration 7 lambda =  0.2137005 
## Iteration 8 lambda =  0.2136924 
## Iteration 9 lambda =  0.2136908 
## Iteration 10 lambda =  0.2136905 
## Iteration 11 lambda =  0.2136904 
## Iteration 1 lambda =  0.3335651 
## Iteration 2 lambda =  0.2002781 
## Iteration 3 lambda =  0.1736207 
## Iteration 4 lambda =  0.1682892 
## Iteration 5 lambda =  0.1672229 
## Iteration 6 lambda =  0.1670097 
## Iteration 7 lambda =  0.166967 
## Iteration 8 lambda =  0.1669585 
## Iteration 9 lambda =  0.1669568 
## Iteration 10 lambda =  0.1669564 
## Iteration 11 lambda =  0.1669564 
## Iteration 1 lambda =  0.3461235 
## Iteration 2 lambda =  0.2153482 
## Iteration 3 lambda =  0.1891931 
## Iteration 4 lambda =  0.1839621 
## Iteration 5 lambda =  0.1829159 
## Iteration 6 lambda =  0.1827067 
## Iteration 7 lambda =  0.1826648 
## Iteration 8 lambda =  0.1826564 
## Iteration 9 lambda =  0.1826548 
## Iteration 10 lambda =  0.1826544 
## Iteration 11 lambda =  0.1826544 
## Iteration 1 lambda =  0.3859193 
## Iteration 2 lambda =  0.2631031 
## Iteration 3 lambda =  0.2385399 
## Iteration 4 lambda =  0.2336273 
## Iteration 5 lambda =  0.2326447 
## Iteration 6 lambda =  0.2324482 
## Iteration 7 lambda =  0.2324089 
## Iteration 8 lambda =  0.2324011 
## Iteration 9 lambda =  0.2323995 
## Iteration 10 lambda =  0.2323992 
## Iteration 11 lambda =  0.2323991 
## Iteration 1 lambda =  0.3304083 
## Iteration 2 lambda =  0.19649 
## Iteration 3 lambda =  0.1697063 
## Iteration 4 lambda =  0.1643496 
## Iteration 5 lambda =  0.1632782 
## Iteration 6 lambda =  0.1630639 
## Iteration 7 lambda =  0.1630211 
## Iteration 8 lambda =  0.1630125 
## Iteration 9 lambda =  0.1630108 
## Iteration 10 lambda =  0.1630105 
## Iteration 11 lambda =  0.1630104 
## Iteration 1 lambda =  0.3977281 
## Iteration 2 lambda =  0.2772737 
## Iteration 3 lambda =  0.2531828 
## Iteration 4 lambda =  0.2483647 
## Iteration 5 lambda =  0.247401 
## Iteration 6 lambda =  0.2472083 
## Iteration 7 lambda =  0.2471697 
## Iteration 8 lambda =  0.247162 
## Iteration 9 lambda =  0.2471605 
## Iteration 10 lambda =  0.2471602 
## Iteration 11 lambda =  0.2471601 
## Iteration 1 lambda =  0.4073083 
## Iteration 2 lambda =  0.2887699 
## Iteration 3 lambda =  0.2650622 
## Iteration 4 lambda =  0.2603207 
## Iteration 5 lambda =  0.2593724 
## Iteration 6 lambda =  0.2591827 
## Iteration 7 lambda =  0.2591448 
## Iteration 8 lambda =  0.2591372 
## Iteration 9 lambda =  0.2591357 
## Iteration 10 lambda =  0.2591354 
## Iteration 11 lambda =  0.2591353 
## Iteration 1 lambda =  0.3224957 
## Iteration 2 lambda =  0.1869949 
## Iteration 3 lambda =  0.1598947 
## Iteration 4 lambda =  0.1544746 
## Iteration 5 lambda =  0.1533906 
## Iteration 6 lambda =  0.1531738 
## Iteration 7 lambda =  0.1531305 
## Iteration 8 lambda =  0.1531218 
## Iteration 9 lambda =  0.1531201 
## Iteration 10 lambda =  0.1531197 
## Iteration 11 lambda =  0.1531197 
## Iteration 1 lambda =  0.3536312 
## Iteration 2 lambda =  0.2243575 
## Iteration 3 lambda =  0.1985027 
## Iteration 4 lambda =  0.1933318 
## Iteration 5 lambda =  0.1922976 
## Iteration 6 lambda =  0.1920908 
## Iteration 7 lambda =  0.1920494 
## Iteration 8 lambda =  0.1920411 
## Iteration 9 lambda =  0.1920395 
## Iteration 10 lambda =  0.1920391 
## Iteration 11 lambda =  0.1920391 
## Iteration 1 lambda =  0.3346722 
## Iteration 2 lambda =  0.2016066 
## Iteration 3 lambda =  0.1749935 
## Iteration 4 lambda =  0.1696709 
## Iteration 5 lambda =  0.1686064 
## Iteration 6 lambda =  0.1683935 
## Iteration 7 lambda =  0.1683509 
## Iteration 8 lambda =  0.1683424 
## Iteration 9 lambda =  0.1683407 
## Iteration 10 lambda =  0.1683403 
## Iteration 11 lambda =  0.1683403 
## Iteration 1 lambda =  0.3176352 
## Iteration 2 lambda =  0.1811623 
## Iteration 3 lambda =  0.1538677 
## Iteration 4 lambda =  0.1484088 
## Iteration 5 lambda =  0.147317 
## Iteration 6 lambda =  0.1470986 
## Iteration 7 lambda =  0.147055 
## Iteration 8 lambda =  0.1470462 
## Iteration 9 lambda =  0.1470445 
## Iteration 10 lambda =  0.1470441 
## Iteration 11 lambda =  0.1470441 
## Iteration 1 lambda =  0.3928296 
## Iteration 2 lambda =  0.2713955 
## Iteration 3 lambda =  0.2471087 
## Iteration 4 lambda =  0.2422514 
## Iteration 5 lambda =  0.2412799 
## Iteration 6 lambda =  0.2410856 
## Iteration 7 lambda =  0.2410467 
## Iteration 8 lambda =  0.241039 
## Iteration 9 lambda =  0.2410374 
## Iteration 10 lambda =  0.2410371 
## Iteration 11 lambda =  0.241037 
## Iteration 1 lambda =  0.1940668 
## Iteration 2 lambda =  0.0328802 
## Iteration 3 lambda =  0.0006428742 
## Iteration 4 lambda =  -0.005804591 
## Iteration 5 lambda =  -0.007094084 
## Iteration 6 lambda =  -0.007351983 
## Iteration 7 lambda =  -0.007403563 
## Iteration 8 lambda =  -0.007413878 
## Iteration 9 lambda =  -0.007415942 
## Iteration 10 lambda =  -0.007416354 
## Iteration 11 lambda =  -0.007416437 
## Iteration 1 lambda =  0.2601493 
## Iteration 2 lambda =  0.1121792 
## Iteration 3 lambda =  0.08258515 
## Iteration 4 lambda =  0.07666635 
## Iteration 5 lambda =  0.07548259 
## Iteration 6 lambda =  0.07524583 
## Iteration 7 lambda =  0.07519848 
## Iteration 8 lambda =  0.07518901 
## Iteration 9 lambda =  0.07518712 
## Iteration 10 lambda =  0.07518674 
## Iteration 11 lambda =  0.07518666 
## Iteration 1 lambda =  0.3112892 
## Iteration 2 lambda =  0.1735471 
## Iteration 3 lambda =  0.1459986 
## Iteration 4 lambda =  0.1404889 
## Iteration 5 lambda =  0.139387 
## Iteration 6 lambda =  0.1391666 
## Iteration 7 lambda =  0.1391225 
## Iteration 8 lambda =  0.1391137 
## Iteration 9 lambda =  0.139112 
## Iteration 10 lambda =  0.1391116 
## Iteration 11 lambda =  0.1391115 
## Iteration 1 lambda =  0.3210834 
## Iteration 2 lambda =  0.1853001 
## Iteration 3 lambda =  0.1581434 
## Iteration 4 lambda =  0.1527121 
## Iteration 5 lambda =  0.1516258 
## Iteration 6 lambda =  0.1514085 
## Iteration 7 lambda =  0.1513651 
## Iteration 8 lambda =  0.1513564 
## Iteration 9 lambda =  0.1513547 
## Iteration 10 lambda =  0.1513543 
## Iteration 11 lambda =  0.1513542 
## Iteration 1 lambda =  0.4551608 
## Iteration 2 lambda =  0.346193 
## Iteration 3 lambda =  0.3243994 
## Iteration 4 lambda =  0.3200407 
## Iteration 5 lambda =  0.319169 
## Iteration 6 lambda =  0.3189946 
## Iteration 7 lambda =  0.3189597 
## Iteration 8 lambda =  0.3189528 
## Iteration 9 lambda =  0.3189514 
## Iteration 10 lambda =  0.3189511 
## Iteration 11 lambda =  0.318951 
## Iteration 1 lambda =  0.3057863 
## Iteration 2 lambda =  0.1669436 
## Iteration 3 lambda =  0.139175 
## Iteration 4 lambda =  0.1336213 
## Iteration 5 lambda =  0.1325106 
## Iteration 6 lambda =  0.1322884 
## Iteration 7 lambda =  0.132244 
## Iteration 8 lambda =  0.1322351 
## Iteration 9 lambda =  0.1322333 
## Iteration 10 lambda =  0.132233 
## Iteration 11 lambda =  0.1322329 
## Iteration 1 lambda =  0.3165061 
## Iteration 2 lambda =  0.1798073 
## Iteration 3 lambda =  0.1524675 
## Iteration 4 lambda =  0.1469996 
## Iteration 5 lambda =  0.145906 
## Iteration 6 lambda =  0.1456873 
## Iteration 7 lambda =  0.1456435 
## Iteration 8 lambda =  0.1456348 
## Iteration 9 lambda =  0.145633 
## Iteration 10 lambda =  0.1456327 
## Iteration 11 lambda =  0.1456326 
## Iteration 1 lambda =  0.3931205 
## Iteration 2 lambda =  0.2717446 
## Iteration 3 lambda =  0.2474694 
## Iteration 4 lambda =  0.2426143 
## Iteration 5 lambda =  0.2416433 
## Iteration 6 lambda =  0.2414491 
## Iteration 7 lambda =  0.2414103 
## Iteration 8 lambda =  0.2414025 
## Iteration 9 lambda =  0.241401 
## Iteration 10 lambda =  0.2414007 
## Iteration 11 lambda =  0.2414006 
## Iteration 1 lambda =  0.3476193 
## Iteration 2 lambda =  0.2171432 
## Iteration 3 lambda =  0.1910479 
## Iteration 4 lambda =  0.1858289 
## Iteration 5 lambda =  0.1847851 
## Iteration 6 lambda =  0.1845763 
## Iteration 7 lambda =  0.1845346 
## Iteration 8 lambda =  0.1845262 
## Iteration 9 lambda =  0.1845246 
## Iteration 10 lambda =  0.1845242 
## Iteration 11 lambda =  0.1845242 
## Iteration 1 lambda =  0.3594656 
## Iteration 2 lambda =  0.2313588 
## Iteration 3 lambda =  0.2057374 
## Iteration 4 lambda =  0.2006131 
## Iteration 5 lambda =  0.1995883 
## Iteration 6 lambda =  0.1993833 
## Iteration 7 lambda =  0.1993423 
## Iteration 8 lambda =  0.1993341 
## Iteration 9 lambda =  0.1993325 
## Iteration 10 lambda =  0.1993321 
## Iteration 11 lambda =  0.1993321 
## Iteration 1 lambda =  0.2956374 
## Iteration 2 lambda =  0.1547648 
## Iteration 3 lambda =  0.1265903 
## Iteration 4 lambda =  0.1209554 
## Iteration 5 lambda =  0.1198284 
## Iteration 6 lambda =  0.119603 
## Iteration 7 lambda =  0.119558 
## Iteration 8 lambda =  0.119549 
## Iteration 9 lambda =  0.1195471 
## Iteration 10 lambda =  0.1195468 
## Iteration 11 lambda =  0.1195467 
## Iteration 1 lambda =  0.3624653 
## Iteration 2 lambda =  0.2349584 
## Iteration 3 lambda =  0.209457 
## Iteration 4 lambda =  0.2043567 
## Iteration 5 lambda =  0.2033367 
## Iteration 6 lambda =  0.2031326 
## Iteration 7 lambda =  0.2030918 
## Iteration 8 lambda =  0.2030837 
## Iteration 9 lambda =  0.2030821 
## Iteration 10 lambda =  0.2030817 
## Iteration 11 lambda =  0.2030817 
## Iteration 1 lambda =  0.3043616 
## Iteration 2 lambda =  0.1652339 
## Iteration 3 lambda =  0.1374084 
## Iteration 4 lambda =  0.1318433 
## Iteration 5 lambda =  0.1307303 
## Iteration 6 lambda =  0.1305077 
## Iteration 7 lambda =  0.1304631 
## Iteration 8 lambda =  0.1304542 
## Iteration 9 lambda =  0.1304525 
## Iteration 10 lambda =  0.1304521 
## Iteration 11 lambda =  0.130452 
## Iteration 1 lambda =  0.5225276 
## Iteration 2 lambda =  0.4270331 
## Iteration 3 lambda =  0.4079342 
## Iteration 4 lambda =  0.4041144 
## Iteration 5 lambda =  0.4033505 
## Iteration 6 lambda =  0.4031977 
## Iteration 7 lambda =  0.4031671 
## Iteration 8 lambda =  0.403161 
## Iteration 9 lambda =  0.4031598 
## Iteration 10 lambda =  0.4031596 
## Iteration 11 lambda =  0.4031595 
## Iteration 1 lambda =  0.3562234 
## Iteration 2 lambda =  0.2274681 
## Iteration 3 lambda =  0.2017171 
## Iteration 4 lambda =  0.1965669 
## Iteration 5 lambda =  0.1955368 
## Iteration 6 lambda =  0.1953308 
## Iteration 7 lambda =  0.1952896 
## Iteration 8 lambda =  0.1952814 
## Iteration 9 lambda =  0.1952797 
## Iteration 10 lambda =  0.1952794 
## Iteration 11 lambda =  0.1952793 
## Iteration 1 lambda =  0.3541598 
## Iteration 2 lambda =  0.2249918 
## Iteration 3 lambda =  0.1991582 
## Iteration 4 lambda =  0.1939914 
## Iteration 5 lambda =  0.1929581 
## Iteration 6 lambda =  0.1927514 
## Iteration 7 lambda =  0.1927101 
## Iteration 8 lambda =  0.1927018 
## Iteration 9 lambda =  0.1927002 
## Iteration 10 lambda =  0.1926998 
## Iteration 11 lambda =  0.1926998 
## Iteration 1 lambda =  0.3906554 
## Iteration 2 lambda =  0.2687864 
## Iteration 3 lambda =  0.2444127 
## Iteration 4 lambda =  0.2395379 
## Iteration 5 lambda =  0.2385629 
## Iteration 6 lambda =  0.238368 
## Iteration 7 lambda =  0.238329 
## Iteration 8 lambda =  0.2383212 
## Iteration 9 lambda =  0.2383196 
## Iteration 10 lambda =  0.2383193 
## Iteration 11 lambda =  0.2383192 
## Iteration 1 lambda =  0.4144368 
## Iteration 2 lambda =  0.2973242 
## Iteration 3 lambda =  0.2739016 
## Iteration 4 lambda =  0.2692171 
## Iteration 5 lambda =  0.2682802 
## Iteration 6 lambda =  0.2680928 
## Iteration 7 lambda =  0.2680554 
## Iteration 8 lambda =  0.2680479 
## Iteration 9 lambda =  0.2680464 
## Iteration 10 lambda =  0.2680461 
## Iteration 11 lambda =  0.268046 
## Iteration 1 lambda =  0.3633489 
## Iteration 2 lambda =  0.2360187 
## Iteration 3 lambda =  0.2105526 
## Iteration 4 lambda =  0.2054594 
## Iteration 5 lambda =  0.2044408 
## Iteration 6 lambda =  0.204237 
## Iteration 7 lambda =  0.2041963 
## Iteration 8 lambda =  0.2041881 
## Iteration 9 lambda =  0.2041865 
## Iteration 10 lambda =  0.2041862 
## Iteration 11 lambda =  0.2041861 
## Iteration 1 lambda =  0.3417233 
## Iteration 2 lambda =  0.2100679 
## Iteration 3 lambda =  0.1837369 
## Iteration 4 lambda =  0.1784707 
## Iteration 5 lambda =  0.1774174 
## Iteration 6 lambda =  0.1772068 
## Iteration 7 lambda =  0.1771646 
## Iteration 8 lambda =  0.1771562 
## Iteration 9 lambda =  0.1771545 
## Iteration 10 lambda =  0.1771542 
## Iteration 11 lambda =  0.1771541 
## Iteration 1 lambda =  0.3675452 
## Iteration 2 lambda =  0.2410542 
## Iteration 3 lambda =  0.215756 
## Iteration 4 lambda =  0.2106964 
## Iteration 5 lambda =  0.2096844 
## Iteration 6 lambda =  0.209482 
## Iteration 7 lambda =  0.2094416 
## Iteration 8 lambda =  0.2094335 
## Iteration 9 lambda =  0.2094318 
## Iteration 10 lambda =  0.2094315 
## Iteration 11 lambda =  0.2094315 
## Iteration 1 lambda =  0.3952385 
## Iteration 2 lambda =  0.2742862 
## Iteration 3 lambda =  0.2500957 
## Iteration 4 lambda =  0.2452576 
## Iteration 5 lambda =  0.24429 
## Iteration 6 lambda =  0.2440965 
## Iteration 7 lambda =  0.2440578 
## Iteration 8 lambda =  0.24405 
## Iteration 9 lambda =  0.2440485 
## Iteration 10 lambda =  0.2440482 
## Iteration 11 lambda =  0.2440481 
## Iteration 1 lambda =  0.3323724 
## Iteration 2 lambda =  0.1988468 
## Iteration 3 lambda =  0.1721417 
## Iteration 4 lambda =  0.1668007 
## Iteration 5 lambda =  0.1657325 
## Iteration 6 lambda =  0.1655189 
## Iteration 7 lambda =  0.1654761 
## Iteration 8 lambda =  0.1654676 
## Iteration 9 lambda =  0.1654659 
## Iteration 10 lambda =  0.1654655 
## Iteration 11 lambda =  0.1654655 
## Iteration 1 lambda =  0.354087 
## Iteration 2 lambda =  0.2249044 
## Iteration 3 lambda =  0.1990679 
## Iteration 4 lambda =  0.1939006 
## Iteration 5 lambda =  0.1928671 
## Iteration 6 lambda =  0.1926604 
## Iteration 7 lambda =  0.1926191 
## Iteration 8 lambda =  0.1926108 
## Iteration 9 lambda =  0.1926092 
## Iteration 10 lambda =  0.1926088 
## Iteration 11 lambda =  0.1926088 
## Iteration 1 lambda =  0.3939335 
## Iteration 2 lambda =  0.2727202 
## Iteration 3 lambda =  0.2484776 
## Iteration 4 lambda =  0.243629 
## Iteration 5 lambda =  0.2426593 
## Iteration 6 lambda =  0.2424654 
## Iteration 7 lambda =  0.2424266 
## Iteration 8 lambda =  0.2424188 
## Iteration 9 lambda =  0.2424173 
## Iteration 10 lambda =  0.242417 
## Iteration 11 lambda =  0.2424169 
## Iteration 1 lambda =  0.3965936 
## Iteration 2 lambda =  0.2759124 
## Iteration 3 lambda =  0.2517761 
## Iteration 4 lambda =  0.2469488 
## Iteration 5 lambda =  0.2459834 
## Iteration 6 lambda =  0.2457903 
## Iteration 7 lambda =  0.2457517 
## Iteration 8 lambda =  0.245744 
## Iteration 9 lambda =  0.2457424 
## Iteration 10 lambda =  0.2457421 
## Iteration 11 lambda =  0.2457421 
## Iteration 1 lambda =  0.3868991 
## Iteration 2 lambda =  0.2642789 
## Iteration 3 lambda =  0.2397548 
## Iteration 4 lambda =  0.23485 
## Iteration 5 lambda =  0.2338691 
## Iteration 6 lambda =  0.2336729 
## Iteration 7 lambda =  0.2336336 
## Iteration 8 lambda =  0.2336258 
## Iteration 9 lambda =  0.2336242 
## Iteration 10 lambda =  0.2336239 
## Iteration 11 lambda =  0.2336239 
## Iteration 1 lambda =  0.43735 
## Iteration 2 lambda =  0.3248199 
## Iteration 3 lambda =  0.3023139 
## Iteration 4 lambda =  0.2978127 
## Iteration 5 lambda =  0.2969125 
## Iteration 6 lambda =  0.2967325 
## Iteration 7 lambda =  0.2966964 
## Iteration 8 lambda =  0.2966892 
## Iteration 9 lambda =  0.2966878 
## Iteration 10 lambda =  0.2966875 
## Iteration 11 lambda =  0.2966875 
## Iteration 1 lambda =  0.3256676 
## Iteration 2 lambda =  0.1908012 
## Iteration 3 lambda =  0.1638279 
## Iteration 4 lambda =  0.1584332 
## Iteration 5 lambda =  0.1573543 
## Iteration 6 lambda =  0.1571385 
## Iteration 7 lambda =  0.1570953 
## Iteration 8 lambda =  0.1570867 
## Iteration 9 lambda =  0.157085 
## Iteration 10 lambda =  0.1570846 
## Iteration 11 lambda =  0.1570846 
## Iteration 1 lambda =  0.4267217 
## Iteration 2 lambda =  0.312066 
## Iteration 3 lambda =  0.2891349 
## Iteration 4 lambda =  0.2845487 
## Iteration 5 lambda =  0.2836314 
## Iteration 6 lambda =  0.283448 
## Iteration 7 lambda =  0.2834113 
## Iteration 8 lambda =  0.2834039 
## Iteration 9 lambda =  0.2834025 
## Iteration 10 lambda =  0.2834022 
## Iteration 11 lambda =  0.2834021 
## Iteration 1 lambda =  0.3150891 
## Iteration 2 lambda =  0.1781069 
## Iteration 3 lambda =  0.1507104 
## Iteration 4 lambda =  0.1452312 
## Iteration 5 lambda =  0.1441353 
## Iteration 6 lambda =  0.1439161 
## Iteration 7 lambda =  0.1438723 
## Iteration 8 lambda =  0.1438635 
## Iteration 9 lambda =  0.1438618 
## Iteration 10 lambda =  0.1438614 
## Iteration 11 lambda =  0.1438613 
## Iteration 1 lambda =  0.3180796 
## Iteration 2 lambda =  0.1816955 
## Iteration 3 lambda =  0.1544187 
## Iteration 4 lambda =  0.1489633 
## Iteration 5 lambda =  0.1478722 
## Iteration 6 lambda =  0.147654 
## Iteration 7 lambda =  0.1476104 
## Iteration 8 lambda =  0.1476016 
## Iteration 9 lambda =  0.1475999 
## Iteration 10 lambda =  0.1475995 
## Iteration 11 lambda =  0.1475995 
## Iteration 1 lambda =  0.4026569 
## Iteration 2 lambda =  0.2831882 
## Iteration 3 lambda =  0.2592945 
## Iteration 4 lambda =  0.2545158 
## Iteration 5 lambda =  0.25356 
## Iteration 6 lambda =  0.2533689 
## Iteration 7 lambda =  0.2533306 
## Iteration 8 lambda =  0.253323 
## Iteration 9 lambda =  0.2533215 
## Iteration 10 lambda =  0.2533211 
## Iteration 11 lambda =  0.2533211 
## Iteration 1 lambda =  0.4428284 
## Iteration 2 lambda =  0.3313941 
## Iteration 3 lambda =  0.3091072 
## Iteration 4 lambda =  0.3046498 
## Iteration 5 lambda =  0.3037584 
## Iteration 6 lambda =  0.3035801 
## Iteration 7 lambda =  0.3035444 
## Iteration 8 lambda =  0.3035373 
## Iteration 9 lambda =  0.3035359 
## Iteration 10 lambda =  0.3035356 
## Iteration 11 lambda =  0.3035355 
## Iteration 1 lambda =  0.3635264 
## Iteration 2 lambda =  0.2362317 
## Iteration 3 lambda =  0.2107728 
## Iteration 4 lambda =  0.205681 
## Iteration 5 lambda =  0.2046626 
## Iteration 6 lambda =  0.204459 
## Iteration 7 lambda =  0.2044182 
## Iteration 8 lambda =  0.2044101 
## Iteration 9 lambda =  0.2044084 
## Iteration 10 lambda =  0.2044081 
## Iteration 11 lambda =  0.2044081 
## Iteration 1 lambda =  0.3837707 
## Iteration 2 lambda =  0.2605249 
## Iteration 3 lambda =  0.2358757 
## Iteration 4 lambda =  0.2309459 
## Iteration 5 lambda =  0.2299599 
## Iteration 6 lambda =  0.2297627 
## Iteration 7 lambda =  0.2297233 
## Iteration 8 lambda =  0.2297154 
## Iteration 9 lambda =  0.2297138 
## Iteration 10 lambda =  0.2297135 
## Iteration 11 lambda =  0.2297134 
## Iteration 1 lambda =  0.3516446 
## Iteration 2 lambda =  0.2219735 
## Iteration 3 lambda =  0.1960393 
## Iteration 4 lambda =  0.1908524 
## Iteration 5 lambda =  0.1898151 
## Iteration 6 lambda =  0.1896076 
## Iteration 7 lambda =  0.1895661 
## Iteration 8 lambda =  0.1895578 
## Iteration 9 lambda =  0.1895561 
## Iteration 10 lambda =  0.1895558 
## Iteration 11 lambda =  0.1895557 
## Iteration 1 lambda =  0.3570641 
## Iteration 2 lambda =  0.2284769 
## Iteration 3 lambda =  0.2027594 
## Iteration 4 lambda =  0.1976159 
## Iteration 5 lambda =  0.1965872 
## Iteration 6 lambda =  0.1963815 
## Iteration 7 lambda =  0.1963404 
## Iteration 8 lambda =  0.1963321 
## Iteration 9 lambda =  0.1963305 
## Iteration 10 lambda =  0.1963302 
## Iteration 11 lambda =  0.1963301 
## Iteration 1 lambda =  0.3473528 
## Iteration 2 lambda =  0.2168234 
## Iteration 3 lambda =  0.1907175 
## Iteration 4 lambda =  0.1854963 
## Iteration 5 lambda =  0.1844521 
## Iteration 6 lambda =  0.1842432 
## Iteration 7 lambda =  0.1842015 
## Iteration 8 lambda =  0.1841931 
## Iteration 9 lambda =  0.1841915 
## Iteration 10 lambda =  0.1841911 
## Iteration 11 lambda =  0.1841911 
## Iteration 1 lambda =  0.3405171 
## Iteration 2 lambda =  0.2086205 
## Iteration 3 lambda =  0.1822412 
## Iteration 4 lambda =  0.1769653 
## Iteration 5 lambda =  0.1759102 
## Iteration 6 lambda =  0.1756991 
## Iteration 7 lambda =  0.1756569 
## Iteration 8 lambda =  0.1756485 
## Iteration 9 lambda =  0.1756468 
## Iteration 10 lambda =  0.1756465 
## Iteration 11 lambda =  0.1756464 
## Iteration 1 lambda =  0.4459596 
## Iteration 2 lambda =  0.3351515 
## Iteration 3 lambda =  0.3129899 
## Iteration 4 lambda =  0.3085575 
## Iteration 5 lambda =  0.3076711 
## Iteration 6 lambda =  0.3074938 
## Iteration 7 lambda =  0.3074583 
## Iteration 8 lambda =  0.3074512 
## Iteration 9 lambda =  0.3074498 
## Iteration 10 lambda =  0.3074495 
## Iteration 11 lambda =  0.3074495 
## Iteration 1 lambda =  0.386623 
## Iteration 2 lambda =  0.2639477 
## Iteration 3 lambda =  0.2394126 
## Iteration 4 lambda =  0.2345056 
## Iteration 5 lambda =  0.2335242 
## Iteration 6 lambda =  0.2333279 
## Iteration 7 lambda =  0.2332886 
## Iteration 8 lambda =  0.2332808 
## Iteration 9 lambda =  0.2332792 
## Iteration 10 lambda =  0.2332789 
## Iteration 11 lambda =  0.2332788 
## Iteration 1 lambda =  0.3890034 
## Iteration 2 lambda =  0.2668041 
## Iteration 3 lambda =  0.2423643 
## Iteration 4 lambda =  0.2374763 
## Iteration 5 lambda =  0.2364987 
## Iteration 6 lambda =  0.2363032 
## Iteration 7 lambda =  0.2362641 
## Iteration 8 lambda =  0.2362563 
## Iteration 9 lambda =  0.2362547 
## Iteration 10 lambda =  0.2362544 
## Iteration 11 lambda =  0.2362543 
## Iteration 1 lambda =  0.3573338 
## Iteration 2 lambda =  0.2288005 
## Iteration 3 lambda =  0.2030939 
## Iteration 4 lambda =  0.1979526 
## Iteration 5 lambda =  0.1969243 
## Iteration 6 lambda =  0.1967187 
## Iteration 7 lambda =  0.1966775 
## Iteration 8 lambda =  0.1966693 
## Iteration 9 lambda =  0.1966676 
## Iteration 10 lambda =  0.1966673 
## Iteration 11 lambda =  0.1966673 
## Iteration 1 lambda =  0.4497481 
## Iteration 2 lambda =  0.3396977 
## Iteration 3 lambda =  0.3176876 
## Iteration 4 lambda =  0.3132856 
## Iteration 5 lambda =  0.3124052 
## Iteration 6 lambda =  0.3122291 
## Iteration 7 lambda =  0.3121939 
## Iteration 8 lambda =  0.3121868 
## Iteration 9 lambda =  0.3121854 
## Iteration 10 lambda =  0.3121852 
## Iteration 11 lambda =  0.3121851 
## Iteration 1 lambda =  0.4147317 
## Iteration 2 lambda =  0.2976781 
## Iteration 3 lambda =  0.2742674 
## Iteration 4 lambda =  0.2695852 
## Iteration 5 lambda =  0.2686488 
## Iteration 6 lambda =  0.2684615 
## Iteration 7 lambda =  0.268424 
## Iteration 8 lambda =  0.2684166 
## Iteration 9 lambda =  0.2684151 
## Iteration 10 lambda =  0.2684148 
## Iteration 11 lambda =  0.2684147 
## Iteration 1 lambda =  0.3644307 
## Iteration 2 lambda =  0.2373169 
## Iteration 3 lambda =  0.2118941 
## Iteration 4 lambda =  0.2068095 
## Iteration 5 lambda =  0.2057926 
## Iteration 6 lambda =  0.2055893 
## Iteration 7 lambda =  0.2055486 
## Iteration 8 lambda =  0.2055404 
## Iteration 9 lambda =  0.2055388 
## Iteration 10 lambda =  0.2055385 
## Iteration 11 lambda =  0.2055384 
## Iteration 1 lambda =  0.3769707 
## Iteration 2 lambda =  0.2523648 
## Iteration 3 lambda =  0.2274436 
## Iteration 4 lambda =  0.2224594 
## Iteration 5 lambda =  0.2214625 
## Iteration 6 lambda =  0.2212632 
## Iteration 7 lambda =  0.2212233 
## Iteration 8 lambda =  0.2212153 
## Iteration 9 lambda =  0.2212137 
## Iteration 10 lambda =  0.2212134 
## Iteration 11 lambda =  0.2212133 
## Iteration 1 lambda =  0.4114813 
## Iteration 2 lambda =  0.2937776 
## Iteration 3 lambda =  0.2702368 
## Iteration 4 lambda =  0.2655287 
## Iteration 5 lambda =  0.2645871 
## Iteration 6 lambda =  0.2643987 
## Iteration 7 lambda =  0.2643611 
## Iteration 8 lambda =  0.2643535 
## Iteration 9 lambda =  0.264352 
## Iteration 10 lambda =  0.2643517 
## Iteration 11 lambda =  0.2643517 
## Iteration 1 lambda =  0.2777416 
## Iteration 2 lambda =  0.1332899 
## Iteration 3 lambda =  0.1043996 
## Iteration 4 lambda =  0.09862153 
## Iteration 5 lambda =  0.09746592 
## Iteration 6 lambda =  0.09723479 
## Iteration 7 lambda =  0.09718857 
## Iteration 8 lambda =  0.09717933 
## Iteration 9 lambda =  0.09717748 
## Iteration 10 lambda =  0.09717711 
## Iteration 11 lambda =  0.09717703 
## Iteration 1 lambda =  0.2702315 
## Iteration 2 lambda =  0.1242778 
## Iteration 3 lambda =  0.09508708 
## Iteration 4 lambda =  0.08924893 
## Iteration 5 lambda =  0.08808131 
## Iteration 6 lambda =  0.08784778 
## Iteration 7 lambda =  0.08780107 
## Iteration 8 lambda =  0.08779173 
## Iteration 9 lambda =  0.08778986 
## Iteration 10 lambda =  0.08778949 
## Iteration 11 lambda =  0.08778942 
## Iteration 1 lambda =  0.2894445 
## Iteration 2 lambda =  0.1473334 
## Iteration 3 lambda =  0.1189112 
## Iteration 4 lambda =  0.1132267 
## Iteration 5 lambda =  0.1120899 
## Iteration 6 lambda =  0.1118625 
## Iteration 7 lambda =  0.111817 
## Iteration 8 lambda =  0.1118079 
## Iteration 9 lambda =  0.1118061 
## Iteration 10 lambda =  0.1118057 
## Iteration 11 lambda =  0.1118056 
## Iteration 1 lambda =  0.2959364 
## Iteration 2 lambda =  0.1551236 
## Iteration 3 lambda =  0.1269611 
## Iteration 4 lambda =  0.1213286 
## Iteration 5 lambda =  0.1202021 
## Iteration 6 lambda =  0.1199768 
## Iteration 7 lambda =  0.1199317 
## Iteration 8 lambda =  0.1199227 
## Iteration 9 lambda =  0.1199209 
## Iteration 10 lambda =  0.1199205 
## Iteration 11 lambda =  0.1199205 
## Iteration 1 lambda =  0.4161393 
## Iteration 2 lambda =  0.2993672 
## Iteration 3 lambda =  0.2760128 
## Iteration 4 lambda =  0.2713419 
## Iteration 5 lambda =  0.2704077 
## Iteration 6 lambda =  0.2702209 
## Iteration 7 lambda =  0.2701835 
## Iteration 8 lambda =  0.2701761 
## Iteration 9 lambda =  0.2701746 
## Iteration 10 lambda =  0.2701743 
## Iteration 11 lambda =  0.2701742 
## Iteration 1 lambda =  0.3751454 
## Iteration 2 lambda =  0.2501745 
## Iteration 3 lambda =  0.2251803 
## Iteration 4 lambda =  0.2201815 
## Iteration 5 lambda =  0.2191817 
## Iteration 6 lambda =  0.2189818 
## Iteration 7 lambda =  0.2189418 
## Iteration 8 lambda =  0.2189338 
## Iteration 9 lambda =  0.2189322 
## Iteration 10 lambda =  0.2189319 
## Iteration 11 lambda =  0.2189318 
## Iteration 1 lambda =  0.328316 
## Iteration 2 lambda =  0.1939792 
## Iteration 3 lambda =  0.1671118 
## Iteration 4 lambda =  0.1617384 
## Iteration 5 lambda =  0.1606637 
## Iteration 6 lambda =  0.1604487 
## Iteration 7 lambda =  0.1604057 
## Iteration 8 lambda =  0.1603971 
## Iteration 9 lambda =  0.1603954 
## Iteration 10 lambda =  0.1603951 
## Iteration 11 lambda =  0.160395 
## Iteration 1 lambda =  0.3886119 
## Iteration 2 lambda =  0.2663343 
## Iteration 3 lambda =  0.2418788 
## Iteration 4 lambda =  0.2369877 
## Iteration 5 lambda =  0.2360095 
## Iteration 6 lambda =  0.2358138 
## Iteration 7 lambda =  0.2357747 
## Iteration 8 lambda =  0.2357669 
## Iteration 9 lambda =  0.2357653 
## Iteration 10 lambda =  0.235765 
## Iteration 11 lambda =  0.2357649 
## Iteration 1 lambda =  0.4357241 
## Iteration 2 lambda =  0.3228689 
## Iteration 3 lambda =  0.3002979 
## Iteration 4 lambda =  0.2957837 
## Iteration 5 lambda =  0.2948808 
## Iteration 6 lambda =  0.2947003 
## Iteration 7 lambda =  0.2946641 
## Iteration 8 lambda =  0.2946569 
## Iteration 9 lambda =  0.2946555 
## Iteration 10 lambda =  0.2946552 
## Iteration 11 lambda =  0.2946551 
## Iteration 1 lambda =  0.4338959 
## Iteration 2 lambda =  0.3206751 
## Iteration 3 lambda =  0.2980309 
## Iteration 4 lambda =  0.2935021 
## Iteration 5 lambda =  0.2925963 
## Iteration 6 lambda =  0.2924152 
## Iteration 7 lambda =  0.292379 
## Iteration 8 lambda =  0.2923717 
## Iteration 9 lambda =  0.2923703 
## Iteration 10 lambda =  0.29237 
## Iteration 11 lambda =  0.2923699 
## Iteration 1 lambda =  0.404997 
## Iteration 2 lambda =  0.2859964 
## Iteration 3 lambda =  0.2621963 
## Iteration 4 lambda =  0.2574362 
## Iteration 5 lambda =  0.2564842 
## Iteration 6 lambda =  0.2562938 
## Iteration 7 lambda =  0.2562558 
## Iteration 8 lambda =  0.2562481 
## Iteration 9 lambda =  0.2562466 
## Iteration 10 lambda =  0.2562463 
## Iteration 11 lambda =  0.2562463 
## Iteration 1 lambda =  0.378116 
## Iteration 2 lambda =  0.2537392 
## Iteration 3 lambda =  0.2288638 
## Iteration 4 lambda =  0.2238887 
## Iteration 5 lambda =  0.2228937 
## Iteration 6 lambda =  0.2226947 
## Iteration 7 lambda =  0.2226549 
## Iteration 8 lambda =  0.222647 
## Iteration 9 lambda =  0.2226454 
## Iteration 10 lambda =  0.2226451 
## Iteration 11 lambda =  0.222645 
## Iteration 1 lambda =  0.3690373 
## Iteration 2 lambda =  0.2428448 
## Iteration 3 lambda =  0.2176063 
## Iteration 4 lambda =  0.2125586 
## Iteration 5 lambda =  0.2115491 
## Iteration 6 lambda =  0.2113472 
## Iteration 7 lambda =  0.2113068 
## Iteration 8 lambda =  0.2112987 
## Iteration 9 lambda =  0.2112971 
## Iteration 10 lambda =  0.2112968 
## Iteration 11 lambda =  0.2112967 
## Iteration 1 lambda =  0.3625476 
## Iteration 2 lambda =  0.2350571 
## Iteration 3 lambda =  0.209559 
## Iteration 4 lambda =  0.2044594 
## Iteration 5 lambda =  0.2034395 
## Iteration 6 lambda =  0.2032355 
## Iteration 7 lambda =  0.2031947 
## Iteration 8 lambda =  0.2031865 
## Iteration 9 lambda =  0.2031849 
## Iteration 10 lambda =  0.2031846 
## Iteration 11 lambda =  0.2031845 
## Iteration 1 lambda =  0.4341385 
## Iteration 2 lambda =  0.3209662 
## Iteration 3 lambda =  0.2983318 
## Iteration 4 lambda =  0.2938049 
## Iteration 5 lambda =  0.2928995 
## Iteration 6 lambda =  0.2927184 
## Iteration 7 lambda =  0.2926822 
## Iteration 8 lambda =  0.292675 
## Iteration 9 lambda =  0.2926735 
## Iteration 10 lambda =  0.2926732 
## Iteration 11 lambda =  0.2926732 
## Iteration 1 lambda =  0.3293274 
## Iteration 2 lambda =  0.1951928 
## Iteration 3 lambda =  0.1683659 
## Iteration 4 lambda =  0.1630005 
## Iteration 5 lambda =  0.1619275 
## Iteration 6 lambda =  0.1617129 
## Iteration 7 lambda =  0.1616699 
## Iteration 8 lambda =  0.1616613 
## Iteration 9 lambda =  0.1616596 
## Iteration 10 lambda =  0.1616593 
## Iteration 11 lambda =  0.1616592 
## Iteration 1 lambda =  0.4065428 
## Iteration 2 lambda =  0.2878513 
## Iteration 3 lambda =  0.264113 
## Iteration 4 lambda =  0.2593654 
## Iteration 5 lambda =  0.2584158 
## Iteration 6 lambda =  0.2582259 
## Iteration 7 lambda =  0.2581879 
## Iteration 8 lambda =  0.2581803 
## Iteration 9 lambda =  0.2581788 
## Iteration 10 lambda =  0.2581785 
## Iteration 11 lambda =  0.2581785 
## Iteration 1 lambda =  0.2961877 
## Iteration 2 lambda =  0.1554253 
## Iteration 3 lambda =  0.1272728 
## Iteration 4 lambda =  0.1216423 
## Iteration 5 lambda =  0.1205162 
## Iteration 6 lambda =  0.120291 
## Iteration 7 lambda =  0.1202459 
## Iteration 8 lambda =  0.1202369 
## Iteration 9 lambda =  0.1202351 
## Iteration 10 lambda =  0.1202348 
## Iteration 11 lambda =  0.1202347 
## Iteration 1 lambda =  0.4715845 
## Iteration 2 lambda =  0.3659014 
## Iteration 3 lambda =  0.3447648 
## Iteration 4 lambda =  0.3405375 
## Iteration 5 lambda =  0.339692 
## Iteration 6 lambda =  0.3395229 
## Iteration 7 lambda =  0.3394891 
## Iteration 8 lambda =  0.3394824 
## Iteration 9 lambda =  0.339481 
## Iteration 10 lambda =  0.3394807 
## Iteration 11 lambda =  0.3394807 
## Iteration 1 lambda =  0.3778106 
## Iteration 2 lambda =  0.2533727 
## Iteration 3 lambda =  0.2284851 
## Iteration 4 lambda =  0.2235076 
## Iteration 5 lambda =  0.2225121 
## Iteration 6 lambda =  0.222313 
## Iteration 7 lambda =  0.2222732 
## Iteration 8 lambda =  0.2222652 
## Iteration 9 lambda =  0.2222636 
## Iteration 10 lambda =  0.2222633 
## Iteration 11 lambda =  0.2222632 
## Iteration 1 lambda =  0.4068442 
## Iteration 2 lambda =  0.288213 
## Iteration 3 lambda =  0.2644867 
## Iteration 4 lambda =  0.2597415 
## Iteration 5 lambda =  0.2587925 
## Iteration 6 lambda =  0.2586026 
## Iteration 7 lambda =  0.2585647 
## Iteration 8 lambda =  0.2585571 
## Iteration 9 lambda =  0.2585556 
## Iteration 10 lambda =  0.2585553 
## Iteration 11 lambda =  0.2585552 
## Iteration 1 lambda =  0.3903308 
## Iteration 2 lambda =  0.2683969 
## Iteration 3 lambda =  0.2440101 
## Iteration 4 lambda =  0.2391328 
## Iteration 5 lambda =  0.2381573 
## Iteration 6 lambda =  0.2379622 
## Iteration 7 lambda =  0.2379232 
## Iteration 8 lambda =  0.2379154 
## Iteration 9 lambda =  0.2379138 
## Iteration 10 lambda =  0.2379135 
## Iteration 11 lambda =  0.2379135 
## Iteration 1 lambda =  0.3855637 
## Iteration 2 lambda =  0.2626764 
## Iteration 3 lambda =  0.238099 
## Iteration 4 lambda =  0.2331835 
## Iteration 5 lambda =  0.2322004 
## Iteration 6 lambda =  0.2320038 
## Iteration 7 lambda =  0.2319645 
## Iteration 8 lambda =  0.2319566 
## Iteration 9 lambda =  0.231955 
## Iteration 10 lambda =  0.2319547 
## Iteration 11 lambda =  0.2319546 
## Iteration 1 lambda =  0.4986857 
## Iteration 2 lambda =  0.3984228 
## Iteration 3 lambda =  0.3783703 
## Iteration 4 lambda =  0.3743598 
## Iteration 5 lambda =  0.3735577 
## Iteration 6 lambda =  0.3733972 
## Iteration 7 lambda =  0.3733651 
## Iteration 8 lambda =  0.3733587 
## Iteration 9 lambda =  0.3733574 
## Iteration 10 lambda =  0.3733572 
## Iteration 11 lambda =  0.3733571 
## Iteration 1 lambda =  0.3212273 
## Iteration 2 lambda =  0.1854728 
## Iteration 3 lambda =  0.1583219 
## Iteration 4 lambda =  0.1528917 
## Iteration 5 lambda =  0.1518057 
## Iteration 6 lambda =  0.1515884 
## Iteration 7 lambda =  0.151545 
## Iteration 8 lambda =  0.1515363 
## Iteration 9 lambda =  0.1515346 
## Iteration 10 lambda =  0.1515342 
## Iteration 11 lambda =  0.1515342 
## Iteration 1 lambda =  0.3649257 
## Iteration 2 lambda =  0.2379108 
## Iteration 3 lambda =  0.2125078 
## Iteration 4 lambda =  0.2074273 
## Iteration 5 lambda =  0.2064111 
## Iteration 6 lambda =  0.2062079 
## Iteration 7 lambda =  0.2061673 
## Iteration 8 lambda =  0.2061591 
## Iteration 9 lambda =  0.2061575 
## Iteration 10 lambda =  0.2061572 
## Iteration 11 lambda =  0.2061571 
## Iteration 1 lambda =  0.3687803 
## Iteration 2 lambda =  0.2425364 
## Iteration 3 lambda =  0.2172876 
## Iteration 4 lambda =  0.2122378 
## Iteration 5 lambda =  0.2112279 
## Iteration 6 lambda =  0.2110259 
## Iteration 7 lambda =  0.2109855 
## Iteration 8 lambda =  0.2109774 
## Iteration 9 lambda =  0.2109758 
## Iteration 10 lambda =  0.2109755 
## Iteration 11 lambda =  0.2109754 
## Iteration 1 lambda =  0.3733282 
## Iteration 2 lambda =  0.2479938 
## Iteration 3 lambda =  0.2229269 
## Iteration 4 lambda =  0.2179135 
## Iteration 5 lambda =  0.2169109 
## Iteration 6 lambda =  0.2167103 
## Iteration 7 lambda =  0.2166702 
## Iteration 8 lambda =  0.2166622 
## Iteration 9 lambda =  0.2166606 
## Iteration 10 lambda =  0.2166603 
## Iteration 11 lambda =  0.2166602 
## Iteration 1 lambda =  0.4115824 
## Iteration 2 lambda =  0.2938989 
## Iteration 3 lambda =  0.2703622 
## Iteration 4 lambda =  0.2656548 
## Iteration 5 lambda =  0.2647134 
## Iteration 6 lambda =  0.2645251 
## Iteration 7 lambda =  0.2644874 
## Iteration 8 lambda =  0.2644799 
## Iteration 9 lambda =  0.2644784 
## Iteration 10 lambda =  0.2644781 
## Iteration 11 lambda =  0.264478 
## Iteration 1 lambda =  0.3050227 
## Iteration 2 lambda =  0.1660272 
## Iteration 3 lambda =  0.1382281 
## Iteration 4 lambda =  0.1326683 
## Iteration 5 lambda =  0.1315563 
## Iteration 6 lambda =  0.1313339 
## Iteration 7 lambda =  0.1312894 
## Iteration 8 lambda =  0.1312806 
## Iteration 9 lambda =  0.1312788 
## Iteration 10 lambda =  0.1312784 
## Iteration 11 lambda =  0.1312783 
## Iteration 1 lambda =  0.4104098 
## Iteration 2 lambda =  0.2924917 
## Iteration 3 lambda =  0.2689081 
## Iteration 4 lambda =  0.2641914 
## Iteration 5 lambda =  0.2632481 
## Iteration 6 lambda =  0.2630594 
## Iteration 7 lambda =  0.2630217 
## Iteration 8 lambda =  0.2630141 
## Iteration 9 lambda =  0.2630126 
## Iteration 10 lambda =  0.2630123 
## Iteration 11 lambda =  0.2630123 
## Iteration 1 lambda =  0.3603939 
## Iteration 2 lambda =  0.2324727 
## Iteration 3 lambda =  0.2068885 
## Iteration 4 lambda =  0.2017716 
## Iteration 5 lambda =  0.2007483 
## Iteration 6 lambda =  0.2005436 
## Iteration 7 lambda =  0.2005027 
## Iteration 8 lambda =  0.2004945 
## Iteration 9 lambda =  0.2004928 
## Iteration 10 lambda =  0.2004925 
## Iteration 11 lambda =  0.2004924 
## Iteration 1 lambda =  0.4316425 
## Iteration 2 lambda =  0.317971 
## Iteration 3 lambda =  0.2952367 
## Iteration 4 lambda =  0.2906898 
## Iteration 5 lambda =  0.2897805 
## Iteration 6 lambda =  0.2895986 
## Iteration 7 lambda =  0.2895622 
## Iteration 8 lambda =  0.2895549 
## Iteration 9 lambda =  0.2895535 
## Iteration 10 lambda =  0.2895532 
## Iteration 11 lambda =  0.2895531 
## Iteration 1 lambda =  0.3542665 
## Iteration 2 lambda =  0.2251198 
## Iteration 3 lambda =  0.1992905 
## Iteration 4 lambda =  0.1941246 
## Iteration 5 lambda =  0.1930914 
## Iteration 6 lambda =  0.1928848 
## Iteration 7 lambda =  0.1928435 
## Iteration 8 lambda =  0.1928352 
## Iteration 9 lambda =  0.1928336 
## Iteration 10 lambda =  0.1928332 
## Iteration 11 lambda =  0.1928332 
## Iteration 1 lambda =  0.3730334 
## Iteration 2 lambda =  0.2476401 
## Iteration 3 lambda =  0.2225615 
## Iteration 4 lambda =  0.2175457 
## Iteration 5 lambda =  0.2165426 
## Iteration 6 lambda =  0.216342 
## Iteration 7 lambda =  0.2163018 
## Iteration 8 lambda =  0.2162938 
## Iteration 9 lambda =  0.2162922 
## Iteration 10 lambda =  0.2162919 
## Iteration 11 lambda =  0.2162918 
## Iteration 1 lambda =  0.4970197 
## Iteration 2 lambda =  0.3964237 
## Iteration 3 lambda =  0.3763045 
## Iteration 4 lambda =  0.3722806 
## Iteration 5 lambda =  0.3714759 
## Iteration 6 lambda =  0.3713149 
## Iteration 7 lambda =  0.3712827 
## Iteration 8 lambda =  0.3712763 
## Iteration 9 lambda =  0.371275 
## Iteration 10 lambda =  0.3712747 
## Iteration 11 lambda =  0.3712747 
## Iteration 1 lambda =  0.3751266 
## Iteration 2 lambda =  0.2501519 
## Iteration 3 lambda =  0.225157 
## Iteration 4 lambda =  0.220158 
## Iteration 5 lambda =  0.2191582 
## Iteration 6 lambda =  0.2189582 
## Iteration 7 lambda =  0.2189182 
## Iteration 8 lambda =  0.2189102 
## Iteration 9 lambda =  0.2189086 
## Iteration 10 lambda =  0.2189083 
## Iteration 11 lambda =  0.2189082 
## Iteration 1 lambda =  0.4040766 
## Iteration 2 lambda =  0.2848919 
## Iteration 3 lambda =  0.2610549 
## Iteration 4 lambda =  0.2562876 
## Iteration 5 lambda =  0.2553341 
## Iteration 6 lambda =  0.2551434 
## Iteration 7 lambda =  0.2551052 
## Iteration 8 lambda =  0.2550976 
## Iteration 9 lambda =  0.2550961 
## Iteration 10 lambda =  0.2550958 
## Iteration 11 lambda =  0.2550957 
## Iteration 1 lambda =  0.4031746 
## Iteration 2 lambda =  0.2838095 
## Iteration 3 lambda =  0.2599365 
## Iteration 4 lambda =  0.2551619 
## Iteration 5 lambda =  0.254207 
## Iteration 6 lambda =  0.254016 
## Iteration 7 lambda =  0.2539778 
## Iteration 8 lambda =  0.2539702 
## Iteration 9 lambda =  0.2539686 
## Iteration 10 lambda =  0.2539683 
## Iteration 11 lambda =  0.2539683 
## Iteration 1 lambda =  0.3330837 
## Iteration 2 lambda =  0.1997005 
## Iteration 3 lambda =  0.1730238 
## Iteration 4 lambda =  0.1676885 
## Iteration 5 lambda =  0.1666214 
## Iteration 6 lambda =  0.166408 
## Iteration 7 lambda =  0.1663653 
## Iteration 8 lambda =  0.1663568 
## Iteration 9 lambda =  0.1663551 
## Iteration 10 lambda =  0.1663547 
## Iteration 11 lambda =  0.1663547 
## Iteration 1 lambda =  0.3379907 
## Iteration 2 lambda =  0.2055888 
## Iteration 3 lambda =  0.1791085 
## Iteration 4 lambda =  0.1738124 
## Iteration 5 lambda =  0.1727532 
## Iteration 6 lambda =  0.1725413 
## Iteration 7 lambda =  0.172499 
## Iteration 8 lambda =  0.1724905 
## Iteration 9 lambda =  0.1724888 
## Iteration 10 lambda =  0.1724885 
## Iteration 11 lambda =  0.1724884 
## Iteration 1 lambda =  0.3435614 
## Iteration 2 lambda =  0.2122737 
## Iteration 3 lambda =  0.1860161 
## Iteration 4 lambda =  0.1807646 
## Iteration 5 lambda =  0.1797143 
## Iteration 6 lambda =  0.1795042 
## Iteration 7 lambda =  0.1794622 
## Iteration 8 lambda =  0.1794538 
## Iteration 9 lambda =  0.1794521 
## Iteration 10 lambda =  0.1794518 
## Iteration 11 lambda =  0.1794517 
## Iteration 1 lambda =  0.2997043 
## Iteration 2 lambda =  0.1596452 
## Iteration 3 lambda =  0.1316333 
## Iteration 4 lambda =  0.126031 
## Iteration 5 lambda =  0.1249105 
## Iteration 6 lambda =  0.1246864 
## Iteration 7 lambda =  0.1246416 
## Iteration 8 lambda =  0.1246326 
## Iteration 9 lambda =  0.1246308 
## Iteration 10 lambda =  0.1246305 
## Iteration 11 lambda =  0.1246304 
## Iteration 1 lambda =  0.344238 
## Iteration 2 lambda =  0.2130857 
## Iteration 3 lambda =  0.1868552 
## Iteration 4 lambda =  0.1816091 
## Iteration 5 lambda =  0.1805599 
## Iteration 6 lambda =  0.18035 
## Iteration 7 lambda =  0.180308 
## Iteration 8 lambda =  0.1802997 
## Iteration 9 lambda =  0.180298 
## Iteration 10 lambda =  0.1802976 
## Iteration 11 lambda =  0.1802976 
## Iteration 1 lambda =  0.3755278 
## Iteration 2 lambda =  0.2506334 
## Iteration 3 lambda =  0.2256545 
## Iteration 4 lambda =  0.2206587 
## Iteration 5 lambda =  0.2196596 
## Iteration 6 lambda =  0.2194597 
## Iteration 7 lambda =  0.2194198 
## Iteration 8 lambda =  0.2194118 
## Iteration 9 lambda =  0.2194102 
## Iteration 10 lambda =  0.2194099 
## Iteration 11 lambda =  0.2194098 
## Iteration 1 lambda =  0.2448732 
## Iteration 2 lambda =  0.09384785 
## Iteration 3 lambda =  0.06364277 
## Iteration 4 lambda =  0.05760176 
## Iteration 5 lambda =  0.05639356 
## Iteration 6 lambda =  0.05615192 
## Iteration 7 lambda =  0.05610359 
## Iteration 8 lambda =  0.05609392 
## Iteration 9 lambda =  0.05609199 
## Iteration 10 lambda =  0.0560916 
## Iteration 11 lambda =  0.05609153 
## Iteration 1 lambda =  0.3804528 
## Iteration 2 lambda =  0.2565433 
## Iteration 3 lambda =  0.2317614 
## Iteration 4 lambda =  0.2268051 
## Iteration 5 lambda =  0.2258138 
## Iteration 6 lambda =  0.2256155 
## Iteration 7 lambda =  0.2255759 
## Iteration 8 lambda =  0.2255679 
## Iteration 9 lambda =  0.2255664 
## Iteration 10 lambda =  0.225566 
## Iteration 11 lambda =  0.225566 
## Iteration 1 lambda =  0.3703469 
## Iteration 2 lambda =  0.2444163 
## Iteration 3 lambda =  0.2192302 
## Iteration 4 lambda =  0.214193 
## Iteration 5 lambda =  0.2131855 
## Iteration 6 lambda =  0.212984 
## Iteration 7 lambda =  0.2129437 
## Iteration 8 lambda =  0.2129357 
## Iteration 9 lambda =  0.2129341 
## Iteration 10 lambda =  0.2129338 
## Iteration 11 lambda =  0.2129337 
## Iteration 1 lambda =  0.3515341 
## Iteration 2 lambda =  0.2218409 
## Iteration 3 lambda =  0.1959022 
## Iteration 4 lambda =  0.1907145 
## Iteration 5 lambda =  0.189677 
## Iteration 6 lambda =  0.1894694 
## Iteration 7 lambda =  0.1894279 
## Iteration 8 lambda =  0.1894196 
## Iteration 9 lambda =  0.189418 
## Iteration 10 lambda =  0.1894176 
## Iteration 11 lambda =  0.1894176 
## Iteration 1 lambda =  0.3579784 
## Iteration 2 lambda =  0.2295741 
## Iteration 3 lambda =  0.2038933 
## Iteration 4 lambda =  0.1987571 
## Iteration 5 lambda =  0.1977299 
## Iteration 6 lambda =  0.1975244 
## Iteration 7 lambda =  0.1974833 
## Iteration 8 lambda =  0.1974751 
## Iteration 9 lambda =  0.1974735 
## Iteration 10 lambda =  0.1974731 
## Iteration 11 lambda =  0.1974731 
## Iteration 1 lambda =  0.337677 
## Iteration 2 lambda =  0.2052124 
## Iteration 3 lambda =  0.1787195 
## Iteration 4 lambda =  0.1734209 
## Iteration 5 lambda =  0.1723612 
## Iteration 6 lambda =  0.1721492 
## Iteration 7 lambda =  0.1721068 
## Iteration 8 lambda =  0.1720983 
## Iteration 9 lambda =  0.1720966 
## Iteration 10 lambda =  0.1720963 
## Iteration 11 lambda =  0.1720962 
## Iteration 1 lambda =  0.2960709 
## Iteration 2 lambda =  0.1552851 
## Iteration 3 lambda =  0.1271279 
## Iteration 4 lambda =  0.1214965 
## Iteration 5 lambda =  0.1203702 
## Iteration 6 lambda =  0.120145 
## Iteration 7 lambda =  0.1200999 
## Iteration 8 lambda =  0.1200909 
## Iteration 9 lambda =  0.1200891 
## Iteration 10 lambda =  0.1200887 
## Iteration 11 lambda =  0.1200887 
## Iteration 1 lambda =  0.364005 
## Iteration 2 lambda =  0.236806 
## Iteration 3 lambda =  0.2113662 
## Iteration 4 lambda =  0.2062783 
## Iteration 5 lambda =  0.2052607 
## Iteration 6 lambda =  0.2050571 
## Iteration 7 lambda =  0.2050164 
## Iteration 8 lambda =  0.2050083 
## Iteration 9 lambda =  0.2050067 
## Iteration 10 lambda =  0.2050063 
## Iteration 11 lambda =  0.2050063 
## Iteration 1 lambda =  0.3342151 
## Iteration 2 lambda =  0.2010581 
## Iteration 3 lambda =  0.1744267 
## Iteration 4 lambda =  0.1691004 
## Iteration 5 lambda =  0.1680352 
## Iteration 6 lambda =  0.1678221 
## Iteration 7 lambda =  0.1677795 
## Iteration 8 lambda =  0.167771 
## Iteration 9 lambda =  0.1677693 
## Iteration 10 lambda =  0.1677689 
## Iteration 11 lambda =  0.1677689 
## Iteration 1 lambda =  0.3180312 
## Iteration 2 lambda =  0.1816374 
## Iteration 3 lambda =  0.1543586 
## Iteration 4 lambda =  0.1489029 
## Iteration 5 lambda =  0.1478117 
## Iteration 6 lambda =  0.1475935 
## Iteration 7 lambda =  0.1475499 
## Iteration 8 lambda =  0.1475411 
## Iteration 9 lambda =  0.1475394 
## Iteration 10 lambda =  0.147539 
## Iteration 11 lambda =  0.147539 
## Iteration 1 lambda =  0.3444704 
## Iteration 2 lambda =  0.2133645 
## Iteration 3 lambda =  0.1871433 
## Iteration 4 lambda =  0.1818991 
## Iteration 5 lambda =  0.1808502 
## Iteration 6 lambda =  0.1806405 
## Iteration 7 lambda =  0.1805985 
## Iteration 8 lambda =  0.1805901 
## Iteration 9 lambda =  0.1805885 
## Iteration 10 lambda =  0.1805881 
## Iteration 11 lambda =  0.1805881 
## Iteration 1 lambda =  0.4027389 
## Iteration 2 lambda =  0.2832866 
## Iteration 3 lambda =  0.2593962 
## Iteration 4 lambda =  0.2546181 
## Iteration 5 lambda =  0.2536625 
## Iteration 6 lambda =  0.2534714 
## Iteration 7 lambda =  0.2534331 
## Iteration 8 lambda =  0.2534255 
## Iteration 9 lambda =  0.253424 
## Iteration 10 lambda =  0.2534237 
## Iteration 11 lambda =  0.2534236 
## Iteration 1 lambda =  0.4793113 
## Iteration 2 lambda =  0.3751736 
## Iteration 3 lambda =  0.354346 
## Iteration 4 lambda =  0.3501805 
## Iteration 5 lambda =  0.3493474 
## Iteration 6 lambda =  0.3491808 
## Iteration 7 lambda =  0.3491474 
## Iteration 8 lambda =  0.3491408 
## Iteration 9 lambda =  0.3491395 
## Iteration 10 lambda =  0.3491392 
## Iteration 11 lambda =  0.3491391 
## Iteration 1 lambda =  0.3722858 
## Iteration 2 lambda =  0.246743 
## Iteration 3 lambda =  0.2216344 
## Iteration 4 lambda =  0.2166127 
## Iteration 5 lambda =  0.2156083 
## Iteration 6 lambda =  0.2154075 
## Iteration 7 lambda =  0.2153673 
## Iteration 8 lambda =  0.2153593 
## Iteration 9 lambda =  0.2153577 
## Iteration 10 lambda =  0.2153573 
## Iteration 11 lambda =  0.2153573 
## Iteration 1 lambda =  0.3658017 
## Iteration 2 lambda =  0.238962 
## Iteration 3 lambda =  0.2135941 
## Iteration 4 lambda =  0.2085205 
## Iteration 5 lambda =  0.2075058 
## Iteration 6 lambda =  0.2073028 
## Iteration 7 lambda =  0.2072623 
## Iteration 8 lambda =  0.2072541 
## Iteration 9 lambda =  0.2072525 
## Iteration 10 lambda =  0.2072522 
## Iteration 11 lambda =  0.2072521 
## Iteration 1 lambda =  0.2928222 
## Iteration 2 lambda =  0.1513866 
## Iteration 3 lambda =  0.1230995 
## Iteration 4 lambda =  0.1174421 
## Iteration 5 lambda =  0.1163106 
## Iteration 6 lambda =  0.1160843 
## Iteration 7 lambda =  0.116039 
## Iteration 8 lambda =  0.11603 
## Iteration 9 lambda =  0.1160282 
## Iteration 10 lambda =  0.1160278 
## Iteration 11 lambda =  0.1160278 
## Iteration 1 lambda =  0.3771312 
## Iteration 2 lambda =  0.2525575 
## Iteration 3 lambda =  0.2276427 
## Iteration 4 lambda =  0.2226598 
## Iteration 5 lambda =  0.2216632 
## Iteration 6 lambda =  0.2214639 
## Iteration 7 lambda =  0.221424 
## Iteration 8 lambda =  0.221416 
## Iteration 9 lambda =  0.2214144 
## Iteration 10 lambda =  0.2214141 
## Iteration 11 lambda =  0.221414 
## Iteration 1 lambda =  0.3530528 
## Iteration 2 lambda =  0.2236633 
## Iteration 3 lambda =  0.1977854 
## Iteration 4 lambda =  0.1926098 
## Iteration 5 lambda =  0.1915747 
## Iteration 6 lambda =  0.1913677 
## Iteration 7 lambda =  0.1913263 
## Iteration 8 lambda =  0.191318 
## Iteration 9 lambda =  0.1913164 
## Iteration 10 lambda =  0.191316 
## Iteration 11 lambda =  0.191316 
## Iteration 1 lambda =  0.4245311 
## Iteration 2 lambda =  0.3094373 
## Iteration 3 lambda =  0.2864186 
## Iteration 4 lambda =  0.2818148 
## Iteration 5 lambda =  0.2808941 
## Iteration 6 lambda =  0.2807099 
## Iteration 7 lambda =  0.2806731 
## Iteration 8 lambda =  0.2806657 
## Iteration 9 lambda =  0.2806643 
## Iteration 10 lambda =  0.280664 
## Iteration 11 lambda =  0.2806639 
## Iteration 1 lambda =  0.3597585 
## Iteration 2 lambda =  0.2317102 
## Iteration 3 lambda =  0.2061006 
## Iteration 4 lambda =  0.2009786 
## Iteration 5 lambda =  0.1999543 
## Iteration 6 lambda =  0.1997494 
## Iteration 7 lambda =  0.1997084 
## Iteration 8 lambda =  0.1997002 
## Iteration 9 lambda =  0.1996986 
## Iteration 10 lambda =  0.1996982 
## Iteration 11 lambda =  0.1996982 
## Iteration 1 lambda =  0.3882168 
## Iteration 2 lambda =  0.2658601 
## Iteration 3 lambda =  0.2413888 
## Iteration 4 lambda =  0.2364945 
## Iteration 5 lambda =  0.2355157 
## Iteration 6 lambda =  0.2353199 
## Iteration 7 lambda =  0.2352807 
## Iteration 8 lambda =  0.2352729 
## Iteration 9 lambda =  0.2352713 
## Iteration 10 lambda =  0.235271 
## Iteration 11 lambda =  0.235271 
## Iteration 1 lambda =  0.3551717 
## Iteration 2 lambda =  0.2262061 
## Iteration 3 lambda =  0.200413 
## Iteration 4 lambda =  0.1952543 
## Iteration 5 lambda =  0.1942226 
## Iteration 6 lambda =  0.1940163 
## Iteration 7 lambda =  0.193975 
## Iteration 8 lambda =  0.1939667 
## Iteration 9 lambda =  0.1939651 
## Iteration 10 lambda =  0.1939648 
## Iteration 11 lambda =  0.1939647 
## Iteration 1 lambda =  0.2964502 
## Iteration 2 lambda =  0.1557402 
## Iteration 3 lambda =  0.1275982 
## Iteration 4 lambda =  0.1219698 
## Iteration 5 lambda =  0.1208442 
## Iteration 6 lambda =  0.120619 
## Iteration 7 lambda =  0.120574 
## Iteration 8 lambda =  0.120565 
## Iteration 9 lambda =  0.1205632 
## Iteration 10 lambda =  0.1205628 
## Iteration 11 lambda =  0.1205628 
## Iteration 1 lambda =  0.437848 
## Iteration 2 lambda =  0.3254176 
## Iteration 3 lambda =  0.3029316 
## Iteration 4 lambda =  0.2984343 
## Iteration 5 lambda =  0.2975349 
## Iteration 6 lambda =  0.297355 
## Iteration 7 lambda =  0.297319 
## Iteration 8 lambda =  0.2973118 
## Iteration 9 lambda =  0.2973104 
## Iteration 10 lambda =  0.2973101 
## Iteration 11 lambda =  0.2973101 
## Iteration 1 lambda =  0.3103755 
## Iteration 2 lambda =  0.1724506 
## Iteration 3 lambda =  0.1448656 
## Iteration 4 lambda =  0.1393486 
## Iteration 5 lambda =  0.1382452 
## Iteration 6 lambda =  0.1380245 
## Iteration 7 lambda =  0.1379804 
## Iteration 8 lambda =  0.1379715 
## Iteration 9 lambda =  0.1379698 
## Iteration 10 lambda =  0.1379694 
## Iteration 11 lambda =  0.1379694 
## Iteration 1 lambda =  0.4630869 
## Iteration 2 lambda =  0.3557043 
## Iteration 3 lambda =  0.3342277 
## Iteration 4 lambda =  0.3299324 
## Iteration 5 lambda =  0.3290734 
## Iteration 6 lambda =  0.3289015 
## Iteration 7 lambda =  0.3288672 
## Iteration 8 lambda =  0.3288603 
## Iteration 9 lambda =  0.3288589 
## Iteration 10 lambda =  0.3288587 
## Iteration 11 lambda =  0.3288586 
## Iteration 1 lambda =  0.4014683 
## Iteration 2 lambda =  0.281762 
## Iteration 3 lambda =  0.2578207 
## Iteration 4 lambda =  0.2530325 
## Iteration 5 lambda =  0.2520748 
## Iteration 6 lambda =  0.2518833 
## Iteration 7 lambda =  0.251845 
## Iteration 8 lambda =  0.2518373 
## Iteration 9 lambda =  0.2518358 
## Iteration 10 lambda =  0.2518355 
## Iteration 11 lambda =  0.2518354 
## Iteration 1 lambda =  0.322255 
## Iteration 2 lambda =  0.186706 
## Iteration 3 lambda =  0.1595962 
## Iteration 4 lambda =  0.1541743 
## Iteration 5 lambda =  0.1530899 
## Iteration 6 lambda =  0.152873 
## Iteration 7 lambda =  0.1528296 
## Iteration 8 lambda =  0.1528209 
## Iteration 9 lambda =  0.1528192 
## Iteration 10 lambda =  0.1528189 
## Iteration 11 lambda =  0.1528188 
## Iteration 1 lambda =  0.4362261 
## Iteration 2 lambda =  0.3234713 
## Iteration 3 lambda =  0.3009203 
## Iteration 4 lambda =  0.2964101 
## Iteration 5 lambda =  0.2955081 
## Iteration 6 lambda =  0.2953277 
## Iteration 7 lambda =  0.2952916 
## Iteration 8 lambda =  0.2952844 
## Iteration 9 lambda =  0.2952829 
## Iteration 10 lambda =  0.2952827 
## Iteration 11 lambda =  0.2952826 
## Iteration 1 lambda =  0.3985809 
## Iteration 2 lambda =  0.2782971 
## Iteration 3 lambda =  0.2542403 
## Iteration 4 lambda =  0.249429 
## Iteration 5 lambda =  0.2484667 
## Iteration 6 lambda =  0.2482743 
## Iteration 7 lambda =  0.2482358 
## Iteration 8 lambda =  0.2482281 
## Iteration 9 lambda =  0.2482265 
## Iteration 10 lambda =  0.2482262 
## Iteration 11 lambda =  0.2482262 
## Iteration 1 lambda =  0.437135 
## Iteration 2 lambda =  0.324562 
## Iteration 3 lambda =  0.3020474 
## Iteration 4 lambda =  0.2975445 
## Iteration 5 lambda =  0.2966439 
## Iteration 6 lambda =  0.2964638 
## Iteration 7 lambda =  0.2964278 
## Iteration 8 lambda =  0.2964205 
## Iteration 9 lambda =  0.2964191 
## Iteration 10 lambda =  0.2964188 
## Iteration 11 lambda =  0.2964188 
## Iteration 1 lambda =  0.3124279 
## Iteration 2 lambda =  0.1749134 
## Iteration 3 lambda =  0.1474106 
## Iteration 4 lambda =  0.14191 
## Iteration 5 lambda =  0.1408099 
## Iteration 6 lambda =  0.1405898 
## Iteration 7 lambda =  0.1405458 
## Iteration 8 lambda =  0.140537 
## Iteration 9 lambda =  0.1405353 
## Iteration 10 lambda =  0.1405349 
## Iteration 11 lambda =  0.1405349 
## Iteration 1 lambda =  0.2802845 
## Iteration 2 lambda =  0.1363414 
## Iteration 3 lambda =  0.1075527 
## Iteration 4 lambda =  0.101795 
## Iteration 5 lambda =  0.1006435 
## Iteration 6 lambda =  0.1004132 
## Iteration 7 lambda =  0.1003671 
## Iteration 8 lambda =  0.1003579 
## Iteration 9 lambda =  0.100356 
## Iteration 10 lambda =  0.1003557 
## Iteration 11 lambda =  0.1003556 
## Iteration 1 lambda =  0.3935085 
## Iteration 2 lambda =  0.2722103 
## Iteration 3 lambda =  0.2479506 
## Iteration 4 lambda =  0.2430987 
## Iteration 5 lambda =  0.2421283 
## Iteration 6 lambda =  0.2419342 
## Iteration 7 lambda =  0.2418954 
## Iteration 8 lambda =  0.2418876 
## Iteration 9 lambda =  0.2418861 
## Iteration 10 lambda =  0.2418858 
## Iteration 11 lambda =  0.2418857 
## Iteration 1 lambda =  0.3835827 
## Iteration 2 lambda =  0.2602993 
## Iteration 3 lambda =  0.2356426 
## Iteration 4 lambda =  0.2307113 
## Iteration 5 lambda =  0.229725 
## Iteration 6 lambda =  0.2295277 
## Iteration 7 lambda =  0.2294883 
## Iteration 8 lambda =  0.2294804 
## Iteration 9 lambda =  0.2294788 
## Iteration 10 lambda =  0.2294785 
## Iteration 11 lambda =  0.2294784 
## Iteration 1 lambda =  0.3881762 
## Iteration 2 lambda =  0.2658114 
## Iteration 3 lambda =  0.2413385 
## Iteration 4 lambda =  0.2364439 
## Iteration 5 lambda =  0.235465 
## Iteration 6 lambda =  0.2352692 
## Iteration 7 lambda =  0.23523 
## Iteration 8 lambda =  0.2352222 
## Iteration 9 lambda =  0.2352206 
## Iteration 10 lambda =  0.2352203 
## Iteration 11 lambda =  0.2352203 
## Iteration 1 lambda =  0.3843776 
## Iteration 2 lambda =  0.2612531 
## Iteration 3 lambda =  0.2366282 
## Iteration 4 lambda =  0.2317032 
## Iteration 5 lambda =  0.2307182 
## Iteration 6 lambda =  0.2305212 
## Iteration 7 lambda =  0.2304818 
## Iteration 8 lambda =  0.2304739 
## Iteration 9 lambda =  0.2304723 
## Iteration 10 lambda =  0.230472 
## Iteration 11 lambda =  0.230472 
## Iteration 1 lambda =  0.3535735 
## Iteration 2 lambda =  0.2242882 
## Iteration 3 lambda =  0.1984312 
## Iteration 4 lambda =  0.1932597 
## Iteration 5 lambda =  0.1922255 
## Iteration 6 lambda =  0.1920186 
## Iteration 7 lambda =  0.1919772 
## Iteration 8 lambda =  0.191969 
## Iteration 9 lambda =  0.1919673 
## Iteration 10 lambda =  0.191967 
## Iteration 11 lambda =  0.1919669 
## Iteration 1 lambda =  0.3571798 
## Iteration 2 lambda =  0.2286158 
## Iteration 3 lambda =  0.202903 
## Iteration 4 lambda =  0.1977604 
## Iteration 5 lambda =  0.1967319 
## Iteration 6 lambda =  0.1965262 
## Iteration 7 lambda =  0.196485 
## Iteration 8 lambda =  0.1964768 
## Iteration 9 lambda =  0.1964752 
## Iteration 10 lambda =  0.1964748 
## Iteration 11 lambda =  0.1964748 
## Iteration 1 lambda =  0.3301598 
## Iteration 2 lambda =  0.1961917 
## Iteration 3 lambda =  0.1693981 
## Iteration 4 lambda =  0.1640394 
## Iteration 5 lambda =  0.1629676 
## Iteration 6 lambda =  0.1627533 
## Iteration 7 lambda =  0.1627104 
## Iteration 8 lambda =  0.1627018 
## Iteration 9 lambda =  0.1627001 
## Iteration 10 lambda =  0.1626998 
## Iteration 11 lambda =  0.1626997 
## Iteration 1 lambda =  0.3958548 
## Iteration 2 lambda =  0.2750257 
## Iteration 3 lambda =  0.2508599 
## Iteration 4 lambda =  0.2460268 
## Iteration 5 lambda =  0.2450601 
## Iteration 6 lambda =  0.2448668 
## Iteration 7 lambda =  0.2448281 
## Iteration 8 lambda =  0.2448204 
## Iteration 9 lambda =  0.2448189 
## Iteration 10 lambda =  0.2448186 
## Iteration 11 lambda =  0.2448185 
## Iteration 1 lambda =  0.3320996 
## Iteration 2 lambda =  0.1985195 
## Iteration 3 lambda =  0.1718035 
## Iteration 4 lambda =  0.1664603 
## Iteration 5 lambda =  0.1653917 
## Iteration 6 lambda =  0.1651779 
## Iteration 7 lambda =  0.1651352 
## Iteration 8 lambda =  0.1651266 
## Iteration 9 lambda =  0.1651249 
## Iteration 10 lambda =  0.1651246 
## Iteration 11 lambda =  0.1651245 
## Iteration 1 lambda =  0.2455125 
## Iteration 2 lambda =  0.09461501 
## Iteration 3 lambda =  0.06443551 
## Iteration 4 lambda =  0.05839961 
## Iteration 5 lambda =  0.05719243 
## Iteration 6 lambda =  0.056951 
## Iteration 7 lambda =  0.05690271 
## Iteration 8 lambda =  0.05689305 
## Iteration 9 lambda =  0.05689112 
## Iteration 10 lambda =  0.05689074 
## Iteration 11 lambda =  0.05689066 
## Iteration 1 lambda =  0.322939 
## Iteration 2 lambda =  0.1875268 
## Iteration 3 lambda =  0.1604443 
## Iteration 4 lambda =  0.1550278 
## Iteration 5 lambda =  0.1539445 
## Iteration 6 lambda =  0.1537279 
## Iteration 7 lambda =  0.1536845 
## Iteration 8 lambda =  0.1536759 
## Iteration 9 lambda =  0.1536741 
## Iteration 10 lambda =  0.1536738 
## Iteration 11 lambda =  0.1536737 
## Iteration 1 lambda =  0.3923996 
## Iteration 2 lambda =  0.2708796 
## Iteration 3 lambda =  0.2465756 
## Iteration 4 lambda =  0.2417148 
## Iteration 5 lambda =  0.2407426 
## Iteration 6 lambda =  0.2405482 
## Iteration 7 lambda =  0.2405093 
## Iteration 8 lambda =  0.2405015 
## Iteration 9 lambda =  0.2404999 
## Iteration 10 lambda =  0.2404996 
## Iteration 11 lambda =  0.2404996 
## Iteration 1 lambda =  0.4423315 
## Iteration 2 lambda =  0.3307978 
## Iteration 3 lambda =  0.3084911 
## Iteration 4 lambda =  0.3040297 
## Iteration 5 lambda =  0.3031375 
## Iteration 6 lambda =  0.302959 
## Iteration 7 lambda =  0.3029233 
## Iteration 8 lambda =  0.3029162 
## Iteration 9 lambda =  0.3029147 
## Iteration 10 lambda =  0.3029145 
## Iteration 11 lambda =  0.3029144 
## Iteration 1 lambda =  0.3287787 
## Iteration 2 lambda =  0.1945345 
## Iteration 3 lambda =  0.1676856 
## Iteration 4 lambda =  0.1623158 
## Iteration 5 lambda =  0.1612419 
## Iteration 6 lambda =  0.1610271 
## Iteration 7 lambda =  0.1609841 
## Iteration 8 lambda =  0.1609756 
## Iteration 9 lambda =  0.1609738 
## Iteration 10 lambda =  0.1609735 
## Iteration 11 lambda =  0.1609734 
## Iteration 1 lambda =  0.4869934 
## Iteration 2 lambda =  0.384392 
## Iteration 3 lambda =  0.3638718 
## Iteration 4 lambda =  0.3597677 
## Iteration 5 lambda =  0.3589469 
## Iteration 6 lambda =  0.3587827 
## Iteration 7 lambda =  0.3587499 
## Iteration 8 lambda =  0.3587433 
## Iteration 9 lambda =  0.358742 
## Iteration 10 lambda =  0.3587418 
## Iteration 11 lambda =  0.3587417 
## Iteration 1 lambda =  0.4444297 
## Iteration 2 lambda =  0.3333156 
## Iteration 3 lambda =  0.3110928 
## Iteration 4 lambda =  0.3066483 
## Iteration 5 lambda =  0.3057593 
## Iteration 6 lambda =  0.3055816 
## Iteration 7 lambda =  0.305546 
## Iteration 8 lambda =  0.3055389 
## Iteration 9 lambda =  0.3055375 
## Iteration 10 lambda =  0.3055372 
## Iteration 11 lambda =  0.3055371 
## Iteration 1 lambda =  0.358641 
## Iteration 2 lambda =  0.2303692 
## Iteration 3 lambda =  0.2047149 
## Iteration 4 lambda =  0.199584 
## Iteration 5 lambda =  0.1985578 
## Iteration 6 lambda =  0.1983526 
## Iteration 7 lambda =  0.1983116 
## Iteration 8 lambda =  0.1983033 
## Iteration 9 lambda =  0.1983017 
## Iteration 10 lambda =  0.1983014 
## Iteration 11 lambda =  0.1983013 
## Iteration 1 lambda =  0.3295562 
## Iteration 2 lambda =  0.1954675 
## Iteration 3 lambda =  0.1686497 
## Iteration 4 lambda =  0.1632862 
## Iteration 5 lambda =  0.1622134 
## Iteration 6 lambda =  0.1619989 
## Iteration 7 lambda =  0.161956 
## Iteration 8 lambda =  0.1619474 
## Iteration 9 lambda =  0.1619457 
## Iteration 10 lambda =  0.1619454 
## Iteration 11 lambda =  0.1619453 
## Iteration 1 lambda =  0.3737932 
## Iteration 2 lambda =  0.2485519 
## Iteration 3 lambda =  0.2235036 
## Iteration 4 lambda =  0.2184939 
## Iteration 5 lambda =  0.217492 
## Iteration 6 lambda =  0.2172916 
## Iteration 7 lambda =  0.2172515 
## Iteration 8 lambda =  0.2172435 
## Iteration 9 lambda =  0.2172419 
## Iteration 10 lambda =  0.2172416 
## Iteration 11 lambda =  0.2172415 
## Iteration 1 lambda =  0.4898783 
## Iteration 2 lambda =  0.387854 
## Iteration 3 lambda =  0.3674491 
## Iteration 4 lambda =  0.3633681 
## Iteration 5 lambda =  0.362552 
## Iteration 6 lambda =  0.3623887 
## Iteration 7 lambda =  0.3623561 
## Iteration 8 lambda =  0.3623495 
## Iteration 9 lambda =  0.3623482 
## Iteration 10 lambda =  0.362348 
## Iteration 11 lambda =  0.3623479 
## Iteration 1 lambda =  0.3668856 
## Iteration 2 lambda =  0.2402627 
## Iteration 3 lambda =  0.2149381 
## Iteration 4 lambda =  0.2098732 
## Iteration 5 lambda =  0.2088602 
## Iteration 6 lambda =  0.2086576 
## Iteration 7 lambda =  0.2086171 
## Iteration 8 lambda =  0.208609 
## Iteration 9 lambda =  0.2086074 
## Iteration 10 lambda =  0.208607 
## Iteration 11 lambda =  0.208607 
## Iteration 1 lambda =  0.4373896 
## Iteration 2 lambda =  0.3248676 
## Iteration 3 lambda =  0.3023632 
## Iteration 4 lambda =  0.2978623 
## Iteration 5 lambda =  0.2969621 
## Iteration 6 lambda =  0.2967821 
## Iteration 7 lambda =  0.2967461 
## Iteration 8 lambda =  0.2967389 
## Iteration 9 lambda =  0.2967374 
## Iteration 10 lambda =  0.2967371 
## Iteration 11 lambda =  0.2967371 
## Iteration 1 lambda =  0.4435919 
## Iteration 2 lambda =  0.3323102 
## Iteration 3 lambda =  0.3100539 
## Iteration 4 lambda =  0.3056027 
## Iteration 5 lambda =  0.3047124 
## Iteration 6 lambda =  0.3045343 
## Iteration 7 lambda =  0.3044987 
## Iteration 8 lambda =  0.3044916 
## Iteration 9 lambda =  0.3044902 
## Iteration 10 lambda =  0.3044899 
## Iteration 11 lambda =  0.3044899 
## Iteration 1 lambda =  0.3325233 
## Iteration 2 lambda =  0.1990279 
## Iteration 3 lambda =  0.1723288 
## Iteration 4 lambda =  0.166989 
## Iteration 5 lambda =  0.1659211 
## Iteration 6 lambda =  0.1657075 
## Iteration 7 lambda =  0.1656647 
## Iteration 8 lambda =  0.1656562 
## Iteration 9 lambda =  0.1656545 
## Iteration 10 lambda =  0.1656542 
## Iteration 11 lambda =  0.1656541 
## Iteration 1 lambda =  0.4071408 
## Iteration 2 lambda =  0.288569 
## Iteration 3 lambda =  0.2648546 
## Iteration 4 lambda =  0.2601117 
## Iteration 5 lambda =  0.2591632 
## Iteration 6 lambda =  0.2589734 
## Iteration 7 lambda =  0.2589355 
## Iteration 8 lambda =  0.2589279 
## Iteration 9 lambda =  0.2589264 
## Iteration 10 lambda =  0.2589261 
## Iteration 11 lambda =  0.258926 
## Iteration 1 lambda =  0.3935467 
## Iteration 2 lambda =  0.2722561 
## Iteration 3 lambda =  0.2479979 
## Iteration 4 lambda =  0.2431463 
## Iteration 5 lambda =  0.242176 
## Iteration 6 lambda =  0.2419819 
## Iteration 7 lambda =  0.2419431 
## Iteration 8 lambda =  0.2419354 
## Iteration 9 lambda =  0.2419338 
## Iteration 10 lambda =  0.2419335 
## Iteration 11 lambda =  0.2419334 
## Iteration 1 lambda =  0.3413554 
## Iteration 2 lambda =  0.2096265 
## Iteration 3 lambda =  0.1832807 
## Iteration 4 lambda =  0.1780116 
## Iteration 5 lambda =  0.1769578 
## Iteration 6 lambda =  0.176747 
## Iteration 7 lambda =  0.1767048 
## Iteration 8 lambda =  0.1766964 
## Iteration 9 lambda =  0.1766947 
## Iteration 10 lambda =  0.1766944 
## Iteration 11 lambda =  0.1766943 
## Iteration 1 lambda =  0.2931199 
## Iteration 2 lambda =  0.1517439 
## Iteration 3 lambda =  0.1234687 
## Iteration 4 lambda =  0.1178136 
## Iteration 5 lambda =  0.1166826 
## Iteration 6 lambda =  0.1164564 
## Iteration 7 lambda =  0.1164112 
## Iteration 8 lambda =  0.1164021 
## Iteration 9 lambda =  0.1164003 
## Iteration 10 lambda =  0.1164 
## Iteration 11 lambda =  0.1163999 
## Iteration 1 lambda =  0.4620963 
## Iteration 2 lambda =  0.3545155 
## Iteration 3 lambda =  0.3329994 
## Iteration 4 lambda =  0.3286961 
## Iteration 5 lambda =  0.3278355 
## Iteration 6 lambda =  0.3276634 
## Iteration 7 lambda =  0.3276289 
## Iteration 8 lambda =  0.3276221 
## Iteration 9 lambda =  0.3276207 
## Iteration 10 lambda =  0.3276204 
## Iteration 11 lambda =  0.3276203 
## Iteration 1 lambda =  0.3216497 
## Iteration 2 lambda =  0.1859796 
## Iteration 3 lambda =  0.1588456 
## Iteration 4 lambda =  0.1534188 
## Iteration 5 lambda =  0.1523334 
## Iteration 6 lambda =  0.1521163 
## Iteration 7 lambda =  0.1520729 
## Iteration 8 lambda =  0.1520642 
## Iteration 9 lambda =  0.1520625 
## Iteration 10 lambda =  0.1520622 
## Iteration 11 lambda =  0.1520621 
## Iteration 1 lambda =  0.3490794 
## Iteration 2 lambda =  0.2188953 
## Iteration 3 lambda =  0.1928585 
## Iteration 4 lambda =  0.1876511 
## Iteration 5 lambda =  0.1866097 
## Iteration 6 lambda =  0.1864014 
## Iteration 7 lambda =  0.1863597 
## Iteration 8 lambda =  0.1863514 
## Iteration 9 lambda =  0.1863497 
## Iteration 10 lambda =  0.1863494 
## Iteration 11 lambda =  0.1863493 
## Iteration 1 lambda =  0.4104136 
## Iteration 2 lambda =  0.2924963 
## Iteration 3 lambda =  0.2689129 
## Iteration 4 lambda =  0.2641962 
## Iteration 5 lambda =  0.2632529 
## Iteration 6 lambda =  0.2630642 
## Iteration 7 lambda =  0.2630265 
## Iteration 8 lambda =  0.2630189 
## Iteration 9 lambda =  0.2630174 
## Iteration 10 lambda =  0.2630171 
## Iteration 11 lambda =  0.263017 
## Iteration 1 lambda =  0.3601915 
## Iteration 2 lambda =  0.2322299 
## Iteration 3 lambda =  0.2066375 
## Iteration 4 lambda =  0.2015191 
## Iteration 5 lambda =  0.2004954 
## Iteration 6 lambda =  0.2002906 
## Iteration 7 lambda =  0.2002497 
## Iteration 8 lambda =  0.2002415 
## Iteration 9 lambda =  0.2002398 
## Iteration 10 lambda =  0.2002395 
## Iteration 11 lambda =  0.2002395 
## Iteration 1 lambda =  0.3830595 
## Iteration 2 lambda =  0.2596714 
## Iteration 3 lambda =  0.2349937 
## Iteration 4 lambda =  0.2300582 
## Iteration 5 lambda =  0.2290711 
## Iteration 6 lambda =  0.2288737 
## Iteration 7 lambda =  0.2288342 
## Iteration 8 lambda =  0.2288263 
## Iteration 9 lambda =  0.2288247 
## Iteration 10 lambda =  0.2288244 
## Iteration 11 lambda =  0.2288244 
## Iteration 1 lambda =  0.380063 
## Iteration 2 lambda =  0.2560756 
## Iteration 3 lambda =  0.2312781 
## Iteration 4 lambda =  0.2263186 
## Iteration 5 lambda =  0.2253267 
## Iteration 6 lambda =  0.2251283 
## Iteration 7 lambda =  0.2250887 
## Iteration 8 lambda =  0.2250807 
## Iteration 9 lambda =  0.2250791 
## Iteration 10 lambda =  0.2250788 
## Iteration 11 lambda =  0.2250788 
## Iteration 1 lambda =  0.3430622 
## Iteration 2 lambda =  0.2116747 
## Iteration 3 lambda =  0.1853972 
## Iteration 4 lambda =  0.1801417 
## Iteration 5 lambda =  0.1790906 
## Iteration 6 lambda =  0.1788803 
## Iteration 7 lambda =  0.1788383 
## Iteration 8 lambda =  0.1788299 
## Iteration 9 lambda =  0.1788282 
## Iteration 10 lambda =  0.1788279 
## Iteration 11 lambda =  0.1788278 
## Iteration 1 lambda =  0.4012167 
## Iteration 2 lambda =  0.28146 
## Iteration 3 lambda =  0.2575087 
## Iteration 4 lambda =  0.2527184 
## Iteration 5 lambda =  0.2517604 
## Iteration 6 lambda =  0.2515688 
## Iteration 7 lambda =  0.2515304 
## Iteration 8 lambda =  0.2515228 
## Iteration 9 lambda =  0.2515212 
## Iteration 10 lambda =  0.2515209 
## Iteration 11 lambda =  0.2515209 
## Iteration 1 lambda =  0.4128697 
## Iteration 2 lambda =  0.2954437 
## Iteration 3 lambda =  0.2719585 
## Iteration 4 lambda =  0.2672614 
## Iteration 5 lambda =  0.266322 
## Iteration 6 lambda =  0.2661341 
## Iteration 7 lambda =  0.2660966 
## Iteration 8 lambda =  0.266089 
## Iteration 9 lambda =  0.2660875 
## Iteration 10 lambda =  0.2660872 
## Iteration 11 lambda =  0.2660872 
## Iteration 1 lambda =  0.380838 
## Iteration 2 lambda =  0.2570057 
## Iteration 3 lambda =  0.2322392 
## Iteration 4 lambda =  0.2272859 
## Iteration 5 lambda =  0.2262952 
## Iteration 6 lambda =  0.2260971 
## Iteration 7 lambda =  0.2260575 
## Iteration 8 lambda =  0.2260495 
## Iteration 9 lambda =  0.226048 
## Iteration 10 lambda =  0.2260476 
## Iteration 11 lambda =  0.2260476 
## Iteration 1 lambda =  0.3118582 
## Iteration 2 lambda =  0.1742298 
## Iteration 3 lambda =  0.1467042 
## Iteration 4 lambda =  0.141199 
## Iteration 5 lambda =  0.140098 
## Iteration 6 lambda =  0.1398778 
## Iteration 7 lambda =  0.1398337 
## Iteration 8 lambda =  0.1398249 
## Iteration 9 lambda =  0.1398232 
## Iteration 10 lambda =  0.1398228 
## Iteration 11 lambda =  0.1398228 
## Iteration 1 lambda =  0.3857552 
## Iteration 2 lambda =  0.2629063 
## Iteration 3 lambda =  0.2383365 
## Iteration 4 lambda =  0.2334225 
## Iteration 5 lambda =  0.2324397 
## Iteration 6 lambda =  0.2322432 
## Iteration 7 lambda =  0.2322038 
## Iteration 8 lambda =  0.232196 
## Iteration 9 lambda =  0.2321944 
## Iteration 10 lambda =  0.2321941 
## Iteration 11 lambda =  0.232194 
## Iteration 1 lambda =  0.3643949 
## Iteration 2 lambda =  0.2372739 
## Iteration 3 lambda =  0.2118497 
## Iteration 4 lambda =  0.2067648 
## Iteration 5 lambda =  0.2057479 
## Iteration 6 lambda =  0.2055445 
## Iteration 7 lambda =  0.2055038 
## Iteration 8 lambda =  0.2054957 
## Iteration 9 lambda =  0.205494 
## Iteration 10 lambda =  0.2054937 
## Iteration 11 lambda =  0.2054937 
## Iteration 1 lambda =  0.4177042 
## Iteration 2 lambda =  0.301245 
## Iteration 3 lambda =  0.2779532 
## Iteration 4 lambda =  0.2732948 
## Iteration 5 lambda =  0.2723631 
## Iteration 6 lambda =  0.2721768 
## Iteration 7 lambda =  0.2721395 
## Iteration 8 lambda =  0.2721321 
## Iteration 9 lambda =  0.2721306 
## Iteration 10 lambda =  0.2721303 
## Iteration 11 lambda =  0.2721302 
## Iteration 1 lambda =  0.2890865 
## Iteration 2 lambda =  0.1469038 
## Iteration 3 lambda =  0.1184673 
## Iteration 4 lambda =  0.11278 
## Iteration 5 lambda =  0.1116425 
## Iteration 6 lambda =  0.111415 
## Iteration 7 lambda =  0.1113695 
## Iteration 8 lambda =  0.1113604 
## Iteration 9 lambda =  0.1113586 
## Iteration 10 lambda =  0.1113583 
## Iteration 11 lambda =  0.1113582 
## Iteration 1 lambda =  0.4607055 
## Iteration 2 lambda =  0.3528466 
## Iteration 3 lambda =  0.3312748 
## Iteration 4 lambda =  0.3269604 
## Iteration 5 lambda =  0.3260976 
## Iteration 6 lambda =  0.325925 
## Iteration 7 lambda =  0.3258905 
## Iteration 8 lambda =  0.3258836 
## Iteration 9 lambda =  0.3258822 
## Iteration 10 lambda =  0.3258819 
## Iteration 11 lambda =  0.3258819 
## Iteration 1 lambda =  0.2914153 
## Iteration 2 lambda =  0.1496983 
## Iteration 3 lambda =  0.1213549 
## Iteration 4 lambda =  0.1156863 
## Iteration 5 lambda =  0.1145525 
## Iteration 6 lambda =  0.1143258 
## Iteration 7 lambda =  0.1142804 
## Iteration 8 lambda =  0.1142713 
## Iteration 9 lambda =  0.1142695 
## Iteration 10 lambda =  0.1142692 
## Iteration 11 lambda =  0.1142691 
## Iteration 1 lambda =  0.3494288 
## Iteration 2 lambda =  0.2193146 
## Iteration 3 lambda =  0.1932917 
## Iteration 4 lambda =  0.1880871 
## Iteration 5 lambda =  0.1870462 
## Iteration 6 lambda =  0.186838 
## Iteration 7 lambda =  0.1867964 
## Iteration 8 lambda =  0.1867881 
## Iteration 9 lambda =  0.1867864 
## Iteration 10 lambda =  0.1867861 
## Iteration 11 lambda =  0.186786 
## Iteration 1 lambda =  0.3681741 
## Iteration 2 lambda =  0.2418089 
## Iteration 3 lambda =  0.2165359 
## Iteration 4 lambda =  0.2114812 
## Iteration 5 lambda =  0.2104703 
## Iteration 6 lambda =  0.2102681 
## Iteration 7 lambda =  0.2102277 
## Iteration 8 lambda =  0.2102196 
## Iteration 9 lambda =  0.210218 
## Iteration 10 lambda =  0.2102177 
## Iteration 11 lambda =  0.2102176 
## Iteration 1 lambda =  0.3559318 
## Iteration 2 lambda =  0.2271182 
## Iteration 3 lambda =  0.2013555 
## Iteration 4 lambda =  0.1962029 
## Iteration 5 lambda =  0.1951724 
## Iteration 6 lambda =  0.1949663 
## Iteration 7 lambda =  0.1949251 
## Iteration 8 lambda =  0.1949168 
## Iteration 9 lambda =  0.1949152 
## Iteration 10 lambda =  0.1949149 
## Iteration 11 lambda =  0.1949148 
## Iteration 1 lambda =  0.282399 
## Iteration 2 lambda =  0.1388787 
## Iteration 3 lambda =  0.1101747 
## Iteration 4 lambda =  0.1044339 
## Iteration 5 lambda =  0.1032857 
## Iteration 6 lambda =  0.1030561 
## Iteration 7 lambda =  0.1030102 
## Iteration 8 lambda =  0.103001 
## Iteration 9 lambda =  0.1029992 
## Iteration 10 lambda =  0.1029988 
## Iteration 11 lambda =  0.1029987 
## Iteration 1 lambda =  0.3305471 
## Iteration 2 lambda =  0.1966565 
## Iteration 3 lambda =  0.1698784 
## Iteration 4 lambda =  0.1645228 
## Iteration 5 lambda =  0.1634517 
## Iteration 6 lambda =  0.1632374 
## Iteration 7 lambda =  0.1631946 
## Iteration 8 lambda =  0.163186 
## Iteration 9 lambda =  0.1631843 
## Iteration 10 lambda =  0.163184 
## Iteration 11 lambda =  0.1631839 
## Iteration 1 lambda =  0.4145525 
## Iteration 2 lambda =  0.297463 
## Iteration 3 lambda =  0.2740451 
## Iteration 4 lambda =  0.2693615 
## Iteration 5 lambda =  0.2684248 
## Iteration 6 lambda =  0.2682374 
## Iteration 7 lambda =  0.2682 
## Iteration 8 lambda =  0.2681925 
## Iteration 9 lambda =  0.268191 
## Iteration 10 lambda =  0.2681907 
## Iteration 11 lambda =  0.2681906 
## Iteration 1 lambda =  0.3380224 
## Iteration 2 lambda =  0.2056269 
## Iteration 3 lambda =  0.1791478 
## Iteration 4 lambda =  0.173852 
## Iteration 5 lambda =  0.1727929 
## Iteration 6 lambda =  0.172581 
## Iteration 7 lambda =  0.1725387 
## Iteration 8 lambda =  0.1725302 
## Iteration 9 lambda =  0.1725285 
## Iteration 10 lambda =  0.1725281 
## Iteration 11 lambda =  0.1725281 
## Iteration 1 lambda =  0.3279417 
## Iteration 2 lambda =  0.1935301 
## Iteration 3 lambda =  0.1666477 
## Iteration 4 lambda =  0.1612713 
## Iteration 5 lambda =  0.160196 
## Iteration 6 lambda =  0.1599809 
## Iteration 7 lambda =  0.1599379 
## Iteration 8 lambda =  0.1599293 
## Iteration 9 lambda =  0.1599276 
## Iteration 10 lambda =  0.1599272 
## Iteration 11 lambda =  0.1599272 
## Iteration 1 lambda =  0.4141275 
## Iteration 2 lambda =  0.296953 
## Iteration 3 lambda =  0.2735181 
## Iteration 4 lambda =  0.2688311 
## Iteration 5 lambda =  0.2678938 
## Iteration 6 lambda =  0.2677063 
## Iteration 7 lambda =  0.2676688 
## Iteration 8 lambda =  0.2676613 
## Iteration 9 lambda =  0.2676598 
## Iteration 10 lambda =  0.2676595 
## Iteration 11 lambda =  0.2676594 
## Iteration 1 lambda =  0.3360851 
## Iteration 2 lambda =  0.2033022 
## Iteration 3 lambda =  0.1767456 
## Iteration 4 lambda =  0.1714342 
## Iteration 5 lambda =  0.170372 
## Iteration 6 lambda =  0.1701595 
## Iteration 7 lambda =  0.170117 
## Iteration 8 lambda =  0.1701085 
## Iteration 9 lambda =  0.1701068 
## Iteration 10 lambda =  0.1701065 
## Iteration 11 lambda =  0.1701064 
## Iteration 1 lambda =  0.3664373 
## Iteration 2 lambda =  0.2397248 
## Iteration 3 lambda =  0.2143822 
## Iteration 4 lambda =  0.2093137 
## Iteration 5 lambda =  0.2083 
## Iteration 6 lambda =  0.2080973 
## Iteration 7 lambda =  0.2080568 
## Iteration 8 lambda =  0.2080486 
## Iteration 9 lambda =  0.208047 
## Iteration 10 lambda =  0.2080467 
## Iteration 11 lambda =  0.2080466 
## Iteration 1 lambda =  0.3034425 
## Iteration 2 lambda =  0.164131 
## Iteration 3 lambda =  0.1362687 
## Iteration 4 lambda =  0.1306962 
## Iteration 5 lambda =  0.1295817 
## Iteration 6 lambda =  0.1293588 
## Iteration 7 lambda =  0.1293142 
## Iteration 8 lambda =  0.1293053 
## Iteration 9 lambda =  0.1293035 
## Iteration 10 lambda =  0.1293032 
## Iteration 11 lambda =  0.1293031 
## Iteration 1 lambda =  0.4522624 
## Iteration 2 lambda =  0.3427149 
## Iteration 3 lambda =  0.3208054 
## Iteration 4 lambda =  0.3164235 
## Iteration 5 lambda =  0.3155471 
## Iteration 6 lambda =  0.3153719 
## Iteration 7 lambda =  0.3153368 
## Iteration 8 lambda =  0.3153298 
## Iteration 9 lambda =  0.3153284 
## Iteration 10 lambda =  0.3153281 
## Iteration 11 lambda =  0.3153281 
## Iteration 1 lambda =  0.3532321 
## Iteration 2 lambda =  0.2238786 
## Iteration 3 lambda =  0.1980079 
## Iteration 4 lambda =  0.1928337 
## Iteration 5 lambda =  0.1917989 
## Iteration 6 lambda =  0.1915919 
## Iteration 7 lambda =  0.1915505 
## Iteration 8 lambda =  0.1915422 
## Iteration 9 lambda =  0.1915406 
## Iteration 10 lambda =  0.1915403 
## Iteration 11 lambda =  0.1915402 
## Iteration 1 lambda =  0.4040671 
## Iteration 2 lambda =  0.2848805 
## Iteration 3 lambda =  0.2610432 
## Iteration 4 lambda =  0.2562758 
## Iteration 5 lambda =  0.2553223 
## Iteration 6 lambda =  0.2551316 
## Iteration 7 lambda =  0.2550934 
## Iteration 8 lambda =  0.2550858 
## Iteration 9 lambda =  0.2550843 
## Iteration 10 lambda =  0.255084 
## Iteration 11 lambda =  0.2550839 
## Iteration 1 lambda =  0.2630301 
## Iteration 2 lambda =  0.1156361 
## Iteration 3 lambda =  0.08615732 
## Iteration 4 lambda =  0.08026156 
## Iteration 5 lambda =  0.07908241 
## Iteration 6 lambda =  0.07884657 
## Iteration 7 lambda =  0.07879941 
## Iteration 8 lambda =  0.07878998 
## Iteration 9 lambda =  0.07878809 
## Iteration 10 lambda =  0.07878771 
## Iteration 11 lambda =  0.07878764 
## Iteration 1 lambda =  0.4021553 
## Iteration 2 lambda =  0.2825863 
## Iteration 3 lambda =  0.2586725 
## Iteration 4 lambda =  0.2538898 
## Iteration 5 lambda =  0.2529332 
## Iteration 6 lambda =  0.2527419 
## Iteration 7 lambda =  0.2527036 
## Iteration 8 lambda =  0.252696 
## Iteration 9 lambda =  0.2526945 
## Iteration 10 lambda =  0.2526942 
## Iteration 11 lambda =  0.2526941 
## Iteration 1 lambda =  0.4700699 
## Iteration 2 lambda =  0.3640839 
## Iteration 3 lambda =  0.3428867 
## Iteration 4 lambda =  0.3386473 
## Iteration 5 lambda =  0.3377994 
## Iteration 6 lambda =  0.3376298 
## Iteration 7 lambda =  0.3375959 
## Iteration 8 lambda =  0.3375891 
## Iteration 9 lambda =  0.3375878 
## Iteration 10 lambda =  0.3375875 
## Iteration 11 lambda =  0.3375874 
## Iteration 1 lambda =  0.2949128 
## Iteration 2 lambda =  0.1538954 
## Iteration 3 lambda =  0.1256919 
## Iteration 4 lambda =  0.1200512 
## Iteration 5 lambda =  0.1189231 
## Iteration 6 lambda =  0.1186975 
## Iteration 7 lambda =  0.1186523 
## Iteration 8 lambda =  0.1186433 
## Iteration 9 lambda =  0.1186415 
## Iteration 10 lambda =  0.1186411 
## Iteration 11 lambda =  0.1186411 
## Iteration 1 lambda =  0.3646307 
## Iteration 2 lambda =  0.2375568 
## Iteration 3 lambda =  0.212142 
## Iteration 4 lambda =  0.2070591 
## Iteration 5 lambda =  0.2060425 
## Iteration 6 lambda =  0.2058392 
## Iteration 7 lambda =  0.2057985 
## Iteration 8 lambda =  0.2057904 
## Iteration 9 lambda =  0.2057887 
## Iteration 10 lambda =  0.2057884 
## Iteration 11 lambda =  0.2057883 
## Iteration 1 lambda =  0.2591949 
## Iteration 2 lambda =  0.1110339 
## Iteration 3 lambda =  0.0814017 
## Iteration 4 lambda =  0.07547526 
## Iteration 5 lambda =  0.07428997 
## Iteration 6 lambda =  0.07405292 
## Iteration 7 lambda =  0.07400551 
## Iteration 8 lambda =  0.07399602 
## Iteration 9 lambda =  0.07399413 
## Iteration 10 lambda =  0.07399375 
## Iteration 11 lambda =  0.07399367 
## Iteration 1 lambda =  0.4188568 
## Iteration 2 lambda =  0.3026281 
## Iteration 3 lambda =  0.2793824 
## Iteration 4 lambda =  0.2747333 
## Iteration 5 lambda =  0.2738034 
## Iteration 6 lambda =  0.2736175 
## Iteration 7 lambda =  0.2735803 
## Iteration 8 lambda =  0.2735728 
## Iteration 9 lambda =  0.2735713 
## Iteration 10 lambda =  0.273571 
## Iteration 11 lambda =  0.273571 
## Iteration 1 lambda =  0.3850839 
## Iteration 2 lambda =  0.2621007 
## Iteration 3 lambda =  0.237504 
## Iteration 4 lambda =  0.2325847 
## Iteration 5 lambda =  0.2316008 
## Iteration 6 lambda =  0.231404 
## Iteration 7 lambda =  0.2313647 
## Iteration 8 lambda =  0.2313568 
## Iteration 9 lambda =  0.2313552 
## Iteration 10 lambda =  0.2313549 
## Iteration 11 lambda =  0.2313549 
## Iteration 1 lambda =  0.2464397 
## Iteration 2 lambda =  0.09572764 
## Iteration 3 lambda =  0.06558523 
## Iteration 4 lambda =  0.05955675 
## Iteration 5 lambda =  0.05835105 
## Iteration 6 lambda =  0.05810991 
## Iteration 7 lambda =  0.05806169 
## Iteration 8 lambda =  0.05805204 
## Iteration 9 lambda =  0.05805011 
## Iteration 10 lambda =  0.05804972 
## Iteration 11 lambda =  0.05804965 
## Iteration 1 lambda =  0.3623347 
## Iteration 2 lambda =  0.2348016 
## Iteration 3 lambda =  0.209295 
## Iteration 4 lambda =  0.2041937 
## Iteration 5 lambda =  0.2031734 
## Iteration 6 lambda =  0.2029694 
## Iteration 7 lambda =  0.2029285 
## Iteration 8 lambda =  0.2029204 
## Iteration 9 lambda =  0.2029187 
## Iteration 10 lambda =  0.2029184 
## Iteration 11 lambda =  0.2029184 
## Iteration 1 lambda =  0.4538148 
## Iteration 2 lambda =  0.3445777 
## Iteration 3 lambda =  0.3227303 
## Iteration 4 lambda =  0.3183608 
## Iteration 5 lambda =  0.317487 
## Iteration 6 lambda =  0.3173122 
## Iteration 7 lambda =  0.3172772 
## Iteration 8 lambda =  0.3172702 
## Iteration 9 lambda =  0.3172688 
## Iteration 10 lambda =  0.3172685 
## Iteration 11 lambda =  0.3172685 
## Iteration 1 lambda =  0.4220651 
## Iteration 2 lambda =  0.3064782 
## Iteration 3 lambda =  0.2833608 
## Iteration 4 lambda =  0.2787373 
## Iteration 5 lambda =  0.2778126 
## Iteration 6 lambda =  0.2776277 
## Iteration 7 lambda =  0.2775907 
## Iteration 8 lambda =  0.2775833 
## Iteration 9 lambda =  0.2775818 
## Iteration 10 lambda =  0.2775815 
## Iteration 11 lambda =  0.2775815 
## Iteration 1 lambda =  0.4590995 
## Iteration 2 lambda =  0.3509194 
## Iteration 3 lambda =  0.3292834 
## Iteration 4 lambda =  0.3249562 
## Iteration 5 lambda =  0.3240908 
## Iteration 6 lambda =  0.3239177 
## Iteration 7 lambda =  0.3238831 
## Iteration 8 lambda =  0.3238761 
## Iteration 9 lambda =  0.3238747 
## Iteration 10 lambda =  0.3238745 
## Iteration 11 lambda =  0.3238744 
## Iteration 1 lambda =  0.2757228 
## Iteration 2 lambda =  0.1308674 
## Iteration 3 lambda =  0.1018963 
## Iteration 4 lambda =  0.09610206 
## Iteration 5 lambda =  0.09494322 
## Iteration 6 lambda =  0.09471145 
## Iteration 7 lambda =  0.09466509 
## Iteration 8 lambda =  0.09465582 
## Iteration 9 lambda =  0.09465397 
## Iteration 10 lambda =  0.0946536 
## Iteration 11 lambda =  0.09465353 
## Iteration 1 lambda =  0.4059869 
## Iteration 2 lambda =  0.2871842 
## Iteration 3 lambda =  0.2634237 
## Iteration 4 lambda =  0.2586716 
## Iteration 5 lambda =  0.2577212 
## Iteration 6 lambda =  0.2575311 
## Iteration 7 lambda =  0.2574931 
## Iteration 8 lambda =  0.2574855 
## Iteration 9 lambda =  0.2574839 
## Iteration 10 lambda =  0.2574836 
## Iteration 11 lambda =  0.2574836 
## Iteration 1 lambda =  0.3456021 
## Iteration 2 lambda =  0.2147226 
## Iteration 3 lambda =  0.1885466 
## Iteration 4 lambda =  0.1833115 
## Iteration 5 lambda =  0.1822644 
## Iteration 6 lambda =  0.182055 
## Iteration 7 lambda =  0.1820131 
## Iteration 8 lambda =  0.1820048 
## Iteration 9 lambda =  0.1820031 
## Iteration 10 lambda =  0.1820028 
## Iteration 11 lambda =  0.1820027 
## Iteration 1 lambda =  0.3652462 
## Iteration 2 lambda =  0.2382955 
## Iteration 3 lambda =  0.2129053 
## Iteration 4 lambda =  0.2078273 
## Iteration 5 lambda =  0.2068117 
## Iteration 6 lambda =  0.2066086 
## Iteration 7 lambda =  0.206568 
## Iteration 8 lambda =  0.2065598 
## Iteration 9 lambda =  0.2065582 
## Iteration 10 lambda =  0.2065579 
## Iteration 11 lambda =  0.2065578 
## Iteration 1 lambda =  0.3481884 
## Iteration 2 lambda =  0.2178261 
## Iteration 3 lambda =  0.1917537 
## Iteration 4 lambda =  0.1865392 
## Iteration 5 lambda =  0.1854963 
## Iteration 6 lambda =  0.1852877 
## Iteration 7 lambda =  0.185246 
## Iteration 8 lambda =  0.1852376 
## Iteration 9 lambda =  0.185236 
## Iteration 10 lambda =  0.1852356 
## Iteration 11 lambda =  0.1852356 
## Iteration 1 lambda =  0.4149142 
## Iteration 2 lambda =  0.2978971 
## Iteration 3 lambda =  0.2744937 
## Iteration 4 lambda =  0.269813 
## Iteration 5 lambda =  0.2688768 
## Iteration 6 lambda =  0.2686896 
## Iteration 7 lambda =  0.2686522 
## Iteration 8 lambda =  0.2686447 
## Iteration 9 lambda =  0.2686432 
## Iteration 10 lambda =  0.2686429 
## Iteration 11 lambda =  0.2686428 
## Iteration 1 lambda =  0.4033148 
## Iteration 2 lambda =  0.2839777 
## Iteration 3 lambda =  0.2601103 
## Iteration 4 lambda =  0.2553368 
## Iteration 5 lambda =  0.2543821 
## Iteration 6 lambda =  0.2541912 
## Iteration 7 lambda =  0.254153 
## Iteration 8 lambda =  0.2541454 
## Iteration 9 lambda =  0.2541438 
## Iteration 10 lambda =  0.2541435 
## Iteration 11 lambda =  0.2541435 
## Iteration 1 lambda =  0.4457702 
## Iteration 2 lambda =  0.3349242 
## Iteration 3 lambda =  0.312755 
## Iteration 4 lambda =  0.3083212 
## Iteration 5 lambda =  0.3074344 
## Iteration 6 lambda =  0.3072571 
## Iteration 7 lambda =  0.3072216 
## Iteration 8 lambda =  0.3072145 
## Iteration 9 lambda =  0.3072131 
## Iteration 10 lambda =  0.3072128 
## Iteration 11 lambda =  0.3072128 
## Iteration 1 lambda =  0.3892855 
## Iteration 2 lambda =  0.2671426 
## Iteration 3 lambda =  0.242714 
## Iteration 4 lambda =  0.2378283 
## Iteration 5 lambda =  0.2368512 
## Iteration 6 lambda =  0.2366558 
## Iteration 7 lambda =  0.2366167 
## Iteration 8 lambda =  0.2366089 
## Iteration 9 lambda =  0.2366073 
## Iteration 10 lambda =  0.236607 
## Iteration 11 lambda =  0.2366069 
## Iteration 1 lambda =  0.3764124 
## Iteration 2 lambda =  0.2516949 
## Iteration 3 lambda =  0.2267514 
## Iteration 4 lambda =  0.2217627 
## Iteration 5 lambda =  0.2207649 
## Iteration 6 lambda =  0.2205654 
## Iteration 7 lambda =  0.2205255 
## Iteration 8 lambda =  0.2205175 
## Iteration 9 lambda =  0.2205159 
## Iteration 10 lambda =  0.2205156 
## Iteration 11 lambda =  0.2205155 
## Iteration 1 lambda =  0.349192 
## Iteration 2 lambda =  0.2190304 
## Iteration 3 lambda =  0.1929981 
## Iteration 4 lambda =  0.1877917 
## Iteration 5 lambda =  0.1867504 
## Iteration 6 lambda =  0.1865421 
## Iteration 7 lambda =  0.1865005 
## Iteration 8 lambda =  0.1864921 
## Iteration 9 lambda =  0.1864905 
## Iteration 10 lambda =  0.1864901 
## Iteration 11 lambda =  0.1864901 
## Iteration 1 lambda =  0.425874 
## Iteration 2 lambda =  0.3110487 
## Iteration 3 lambda =  0.2880837 
## Iteration 4 lambda =  0.2834907 
## Iteration 5 lambda =  0.2825721 
## Iteration 6 lambda =  0.2823884 
## Iteration 7 lambda =  0.2823516 
## Iteration 8 lambda =  0.2823443 
## Iteration 9 lambda =  0.2823428 
## Iteration 10 lambda =  0.2823425 
## Iteration 11 lambda =  0.2823425 
## Iteration 1 lambda =  0.2638904 
## Iteration 2 lambda =  0.1166685 
## Iteration 3 lambda =  0.08722409 
## Iteration 4 lambda =  0.08133522 
## Iteration 5 lambda =  0.08015744 
## Iteration 6 lambda =  0.07992189 
## Iteration 7 lambda =  0.07987477 
## Iteration 8 lambda =  0.07986535 
## Iteration 9 lambda =  0.07986347 
## Iteration 10 lambda =  0.07986309 
## Iteration 11 lambda =  0.07986302 
## Iteration 1 lambda =  0.4043884 
## Iteration 2 lambda =  0.2852661 
## Iteration 3 lambda =  0.2614417 
## Iteration 4 lambda =  0.2566768 
## Iteration 5 lambda =  0.2557238 
## Iteration 6 lambda =  0.2555332 
## Iteration 7 lambda =  0.2554951 
## Iteration 8 lambda =  0.2554875 
## Iteration 9 lambda =  0.2554859 
## Iteration 10 lambda =  0.2554856 
## Iteration 11 lambda =  0.2554856 
## Iteration 1 lambda =  0.4029817 
## Iteration 2 lambda =  0.2835781 
## Iteration 3 lambda =  0.2596973 
## Iteration 4 lambda =  0.2549212 
## Iteration 5 lambda =  0.253966 
## Iteration 6 lambda =  0.2537749 
## Iteration 7 lambda =  0.2537367 
## Iteration 8 lambda =  0.2537291 
## Iteration 9 lambda =  0.2537275 
## Iteration 10 lambda =  0.2537272 
## Iteration 11 lambda =  0.2537272 
## Iteration 1 lambda =  0.4384567 
## Iteration 2 lambda =  0.3261481 
## Iteration 3 lambda =  0.3036863 
## Iteration 4 lambda =  0.299194 
## Iteration 5 lambda =  0.2982955 
## Iteration 6 lambda =  0.2981158 
## Iteration 7 lambda =  0.2980799 
## Iteration 8 lambda =  0.2980727 
## Iteration 9 lambda =  0.2980713 
## Iteration 10 lambda =  0.298071 
## Iteration 11 lambda =  0.2980709 
## Iteration 1 lambda =  0.4037374 
## Iteration 2 lambda =  0.2844849 
## Iteration 3 lambda =  0.2606344 
## Iteration 4 lambda =  0.2558643 
## Iteration 5 lambda =  0.2549102 
## Iteration 6 lambda =  0.2547194 
## Iteration 7 lambda =  0.2546813 
## Iteration 8 lambda =  0.2546736 
## Iteration 9 lambda =  0.2546721 
## Iteration 10 lambda =  0.2546718 
## Iteration 11 lambda =  0.2546717 
## Iteration 1 lambda =  0.2834997 
## Iteration 2 lambda =  0.1401996 
## Iteration 3 lambda =  0.1115396 
## Iteration 4 lambda =  0.1058076 
## Iteration 5 lambda =  0.1046612 
## Iteration 6 lambda =  0.1044319 
## Iteration 7 lambda =  0.1043861 
## Iteration 8 lambda =  0.1043769 
## Iteration 9 lambda =  0.104375 
## Iteration 10 lambda =  0.1043747 
## Iteration 11 lambda =  0.1043746 
## Iteration 1 lambda =  0.4291131 
## Iteration 2 lambda =  0.3149357 
## Iteration 3 lambda =  0.2921002 
## Iteration 4 lambda =  0.2875331 
## Iteration 5 lambda =  0.2866197 
## Iteration 6 lambda =  0.286437 
## Iteration 7 lambda =  0.2864005 
## Iteration 8 lambda =  0.2863931 
## Iteration 9 lambda =  0.2863917 
## Iteration 10 lambda =  0.2863914 
## Iteration 11 lambda =  0.2863913 
## Iteration 1 lambda =  0.4078395 
## Iteration 2 lambda =  0.2894073 
## Iteration 3 lambda =  0.2657209 
## Iteration 4 lambda =  0.2609836 
## Iteration 5 lambda =  0.2600362 
## Iteration 6 lambda =  0.2598467 
## Iteration 7 lambda =  0.2598088 
## Iteration 8 lambda =  0.2598012 
## Iteration 9 lambda =  0.2597997 
## Iteration 10 lambda =  0.2597994 
## Iteration 11 lambda =  0.2597993 
## Iteration 1 lambda =  0.4632643 
## Iteration 2 lambda =  0.3559171 
## Iteration 3 lambda =  0.3344477 
## Iteration 4 lambda =  0.3301538 
## Iteration 5 lambda =  0.329295 
## Iteration 6 lambda =  0.3291233 
## Iteration 7 lambda =  0.3290889 
## Iteration 8 lambda =  0.329082 
## Iteration 9 lambda =  0.3290807 
## Iteration 10 lambda =  0.3290804 
## Iteration 11 lambda =  0.3290803 
## Iteration 1 lambda =  0.3448788 
## Iteration 2 lambda =  0.2138545 
## Iteration 3 lambda =  0.1876497 
## Iteration 4 lambda =  0.1824087 
## Iteration 5 lambda =  0.1813605 
## Iteration 6 lambda =  0.1811509 
## Iteration 7 lambda =  0.181109 
## Iteration 8 lambda =  0.1811006 
## Iteration 9 lambda =  0.1810989 
## Iteration 10 lambda =  0.1810986 
## Iteration 11 lambda =  0.1810985 
## Iteration 1 lambda =  0.3932909 
## Iteration 2 lambda =  0.2719491 
## Iteration 3 lambda =  0.2476807 
## Iteration 4 lambda =  0.242827 
## Iteration 5 lambda =  0.2418563 
## Iteration 6 lambda =  0.2416622 
## Iteration 7 lambda =  0.2416233 
## Iteration 8 lambda =  0.2416156 
## Iteration 9 lambda =  0.241614 
## Iteration 10 lambda =  0.2416137 
## Iteration 11 lambda =  0.2416136 
## Iteration 1 lambda =  0.4764008 
## Iteration 2 lambda =  0.371681 
## Iteration 3 lambda =  0.350737 
## Iteration 4 lambda =  0.3465482 
## Iteration 5 lambda =  0.3457104 
## Iteration 6 lambda =  0.3455429 
## Iteration 7 lambda =  0.3455094 
## Iteration 8 lambda =  0.3455027 
## Iteration 9 lambda =  0.3455013 
## Iteration 10 lambda =  0.3455011 
## Iteration 11 lambda =  0.345501 
## Iteration 1 lambda =  0.3988282 
## Iteration 2 lambda =  0.2785939 
## Iteration 3 lambda =  0.254547 
## Iteration 4 lambda =  0.2497376 
## Iteration 5 lambda =  0.2487758 
## Iteration 6 lambda =  0.2485834 
## Iteration 7 lambda =  0.2485449 
## Iteration 8 lambda =  0.2485372 
## Iteration 9 lambda =  0.2485357 
## Iteration 10 lambda =  0.2485354 
## Iteration 11 lambda =  0.2485353 
## Iteration 1 lambda =  0.3663642 
## Iteration 2 lambda =  0.239637 
## Iteration 3 lambda =  0.2142916 
## Iteration 4 lambda =  0.2092225 
## Iteration 5 lambda =  0.2082087 
## Iteration 6 lambda =  0.2080059 
## Iteration 7 lambda =  0.2079653 
## Iteration 8 lambda =  0.2079572 
## Iteration 9 lambda =  0.2079556 
## Iteration 10 lambda =  0.2079553 
## Iteration 11 lambda =  0.2079552 
## Iteration 1 lambda =  0.3110399 
## Iteration 2 lambda =  0.1732479 
## Iteration 3 lambda =  0.1456895 
## Iteration 4 lambda =  0.1401778 
## Iteration 5 lambda =  0.1390755 
## Iteration 6 lambda =  0.138855 
## Iteration 7 lambda =  0.138811 
## Iteration 8 lambda =  0.1388021 
## Iteration 9 lambda =  0.1388004 
## Iteration 10 lambda =  0.1388 
## Iteration 11 lambda =  0.1387999 
## Iteration 1 lambda =  0.3896575 
## Iteration 2 lambda =  0.267589 
## Iteration 3 lambda =  0.2431753 
## Iteration 4 lambda =  0.2382926 
## Iteration 5 lambda =  0.237316 
## Iteration 6 lambda =  0.2371207 
## Iteration 7 lambda =  0.2370817 
## Iteration 8 lambda =  0.2370739 
## Iteration 9 lambda =  0.2370723 
## Iteration 10 lambda =  0.237072 
## Iteration 11 lambda =  0.2370719 
## Iteration 1 lambda =  0.4259441 
## Iteration 2 lambda =  0.3111329 
## Iteration 3 lambda =  0.2881707 
## Iteration 4 lambda =  0.2835782 
## Iteration 5 lambda =  0.2826597 
## Iteration 6 lambda =  0.282476 
## Iteration 7 lambda =  0.2824393 
## Iteration 8 lambda =  0.2824319 
## Iteration 9 lambda =  0.2824305 
## Iteration 10 lambda =  0.2824302 
## Iteration 11 lambda =  0.2824301 
## Iteration 1 lambda =  0.3839189 
## Iteration 2 lambda =  0.2607026 
## Iteration 3 lambda =  0.2360594 
## Iteration 4 lambda =  0.2311307 
## Iteration 5 lambda =  0.230145 
## Iteration 6 lambda =  0.2299479 
## Iteration 7 lambda =  0.2299084 
## Iteration 8 lambda =  0.2299006 
## Iteration 9 lambda =  0.229899 
## Iteration 10 lambda =  0.2298987 
## Iteration 11 lambda =  0.2298986 
## Iteration 1 lambda =  0.4019629 
## Iteration 2 lambda =  0.2823555 
## Iteration 3 lambda =  0.258434 
## Iteration 4 lambda =  0.2536497 
## Iteration 5 lambda =  0.2526928 
## Iteration 6 lambda =  0.2525014 
## Iteration 7 lambda =  0.2524632 
## Iteration 8 lambda =  0.2524555 
## Iteration 9 lambda =  0.252454 
## Iteration 10 lambda =  0.2524537 
## Iteration 11 lambda =  0.2524536 
## Iteration 1 lambda =  0.3160386 
## Iteration 2 lambda =  0.1792463 
## Iteration 3 lambda =  0.1518879 
## Iteration 4 lambda =  0.1464162 
## Iteration 5 lambda =  0.1453219 
## Iteration 6 lambda =  0.145103 
## Iteration 7 lambda =  0.1450592 
## Iteration 8 lambda =  0.1450505 
## Iteration 9 lambda =  0.1450487 
## Iteration 10 lambda =  0.1450484 
## Iteration 11 lambda =  0.1450483 
## Iteration 1 lambda =  0.3479052 
## Iteration 2 lambda =  0.2174862 
## Iteration 3 lambda =  0.1914024 
## Iteration 4 lambda =  0.1861857 
## Iteration 5 lambda =  0.1851423 
## Iteration 6 lambda =  0.1849337 
## Iteration 7 lambda =  0.1848919 
## Iteration 8 lambda =  0.1848836 
## Iteration 9 lambda =  0.1848819 
## Iteration 10 lambda =  0.1848816 
## Iteration 11 lambda =  0.1848815 
## Iteration 1 lambda =  0.3206125 
## Iteration 2 lambda =  0.1847349 
## Iteration 3 lambda =  0.1575594 
## Iteration 4 lambda =  0.1521243 
## Iteration 5 lambda =  0.1510373 
## Iteration 6 lambda =  0.1508199 
## Iteration 7 lambda =  0.1507764 
## Iteration 8 lambda =  0.1507677 
## Iteration 9 lambda =  0.150766 
## Iteration 10 lambda =  0.1507657 
## Iteration 11 lambda =  0.1507656 
## Iteration 1 lambda =  0.401325 
## Iteration 2 lambda =  0.28159 
## Iteration 3 lambda =  0.257643 
## Iteration 4 lambda =  0.2528536 
## Iteration 5 lambda =  0.2518957 
## Iteration 6 lambda =  0.2517041 
## Iteration 7 lambda =  0.2516658 
## Iteration 8 lambda =  0.2516582 
## Iteration 9 lambda =  0.2516566 
## Iteration 10 lambda =  0.2516563 
## Iteration 11 lambda =  0.2516563 
## Iteration 1 lambda =  0.3889314 
## Iteration 2 lambda =  0.2667176 
## Iteration 3 lambda =  0.2422749 
## Iteration 4 lambda =  0.2373863 
## Iteration 5 lambda =  0.2364086 
## Iteration 6 lambda =  0.2362131 
## Iteration 7 lambda =  0.236174 
## Iteration 8 lambda =  0.2361662 
## Iteration 9 lambda =  0.2361646 
## Iteration 10 lambda =  0.2361643 
## Iteration 11 lambda =  0.2361642 
## Iteration 1 lambda =  0.3267773 
## Iteration 2 lambda =  0.1921327 
## Iteration 3 lambda =  0.1652038 
## Iteration 4 lambda =  0.1598181 
## Iteration 5 lambda =  0.1587409 
## Iteration 6 lambda =  0.1585255 
## Iteration 7 lambda =  0.1584824 
## Iteration 8 lambda =  0.1584738 
## Iteration 9 lambda =  0.158472 
## Iteration 10 lambda =  0.1584717 
## Iteration 11 lambda =  0.1584716 
## Iteration 1 lambda =  0.3891718 
## Iteration 2 lambda =  0.2670061 
## Iteration 3 lambda =  0.242573 
## Iteration 4 lambda =  0.2376864 
## Iteration 5 lambda =  0.2367091 
## Iteration 6 lambda =  0.2365136 
## Iteration 7 lambda =  0.2364745 
## Iteration 8 lambda =  0.2364667 
## Iteration 9 lambda =  0.2364651 
## Iteration 10 lambda =  0.2364648 
## Iteration 11 lambda =  0.2364647 
## Iteration 1 lambda =  0.4649344 
## Iteration 2 lambda =  0.3579213 
## Iteration 3 lambda =  0.3365187 
## Iteration 4 lambda =  0.3322382 
## Iteration 5 lambda =  0.3313821 
## Iteration 6 lambda =  0.3312108 
## Iteration 7 lambda =  0.3311766 
## Iteration 8 lambda =  0.3311697 
## Iteration 9 lambda =  0.3311684 
## Iteration 10 lambda =  0.3311681 
## Iteration 11 lambda =  0.3311681 
## Iteration 1 lambda =  0.3084926 
## Iteration 2 lambda =  0.1701911 
## Iteration 3 lambda =  0.1425308 
## Iteration 4 lambda =  0.1369987 
## Iteration 5 lambda =  0.1358923 
## Iteration 6 lambda =  0.135671 
## Iteration 7 lambda =  0.1356268 
## Iteration 8 lambda =  0.1356179 
## Iteration 9 lambda =  0.1356161 
## Iteration 10 lambda =  0.1356158 
## Iteration 11 lambda =  0.1356157 
## Iteration 1 lambda =  0.4135167 
## Iteration 2 lambda =  0.29622 
## Iteration 3 lambda =  0.2727607 
## Iteration 4 lambda =  0.2680688 
## Iteration 5 lambda =  0.2671305 
## Iteration 6 lambda =  0.2669428 
## Iteration 7 lambda =  0.2669052 
## Iteration 8 lambda =  0.2668977 
## Iteration 9 lambda =  0.2668962 
## Iteration 10 lambda =  0.2668959 
## Iteration 11 lambda =  0.2668959 
## Iteration 1 lambda =  0.4195197 
## Iteration 2 lambda =  0.3034237 
## Iteration 3 lambda =  0.2802045 
## Iteration 4 lambda =  0.2755606 
## Iteration 5 lambda =  0.2746319 
## Iteration 6 lambda =  0.2744461 
## Iteration 7 lambda =  0.2744089 
## Iteration 8 lambda =  0.2744015 
## Iteration 9 lambda =  0.2744 
## Iteration 10 lambda =  0.2743997 
## Iteration 11 lambda =  0.2743997 
## Iteration 1 lambda =  0.4075539 
## Iteration 2 lambda =  0.2890646 
## Iteration 3 lambda =  0.2653668 
## Iteration 4 lambda =  0.2606272 
## Iteration 5 lambda =  0.2596793 
## Iteration 6 lambda =  0.2594897 
## Iteration 7 lambda =  0.2594518 
## Iteration 8 lambda =  0.2594442 
## Iteration 9 lambda =  0.2594427 
## Iteration 10 lambda =  0.2594424 
## Iteration 11 lambda =  0.2594423 
## Iteration 1 lambda =  0.3653953 
## Iteration 2 lambda =  0.2384744 
## Iteration 3 lambda =  0.2130902 
## Iteration 4 lambda =  0.2080133 
## Iteration 5 lambda =  0.206998 
## Iteration 6 lambda =  0.2067949 
## Iteration 7 lambda =  0.2067543 
## Iteration 8 lambda =  0.2067461 
## Iteration 9 lambda =  0.2067445 
## Iteration 10 lambda =  0.2067442 
## Iteration 11 lambda =  0.2067441 
## Iteration 1 lambda =  0.351806 
## Iteration 2 lambda =  0.2221672 
## Iteration 3 lambda =  0.1962394 
## Iteration 4 lambda =  0.1910539 
## Iteration 5 lambda =  0.1900168 
## Iteration 6 lambda =  0.1898094 
## Iteration 7 lambda =  0.1897679 
## Iteration 8 lambda =  0.1897596 
## Iteration 9 lambda =  0.1897579 
## Iteration 10 lambda =  0.1897576 
## Iteration 11 lambda =  0.1897575 
## Iteration 1 lambda =  0.3453414 
## Iteration 2 lambda =  0.2144097 
## Iteration 3 lambda =  0.1882234 
## Iteration 4 lambda =  0.1829861 
## Iteration 5 lambda =  0.1819387 
## Iteration 6 lambda =  0.1817292 
## Iteration 7 lambda =  0.1816873 
## Iteration 8 lambda =  0.1816789 
## Iteration 9 lambda =  0.1816772 
## Iteration 10 lambda =  0.1816769 
## Iteration 11 lambda =  0.1816768 
## Iteration 1 lambda =  0.440524 
## Iteration 2 lambda =  0.3286288 
## Iteration 3 lambda =  0.3062498 
## Iteration 4 lambda =  0.301774 
## Iteration 5 lambda =  0.3008788 
## Iteration 6 lambda =  0.3006998 
## Iteration 7 lambda =  0.300664 
## Iteration 8 lambda =  0.3006568 
## Iteration 9 lambda =  0.3006554 
## Iteration 10 lambda =  0.3006551 
## Iteration 11 lambda =  0.300655 
## Iteration 1 lambda =  0.3589502 
## Iteration 2 lambda =  0.2307402 
## Iteration 3 lambda =  0.2050982 
## Iteration 4 lambda =  0.1999698 
## Iteration 5 lambda =  0.1989442 
## Iteration 6 lambda =  0.198739 
## Iteration 7 lambda =  0.198698 
## Iteration 8 lambda =  0.1986898 
## Iteration 9 lambda =  0.1986882 
## Iteration 10 lambda =  0.1986878 
## Iteration 11 lambda =  0.1986878 
## Iteration 1 lambda =  0.4003916 
## Iteration 2 lambda =  0.2804699 
## Iteration 3 lambda =  0.2564856 
## Iteration 4 lambda =  0.2516887 
## Iteration 5 lambda =  0.2507294 
## Iteration 6 lambda =  0.2505375 
## Iteration 7 lambda =  0.2504991 
## Iteration 8 lambda =  0.2504914 
## Iteration 9 lambda =  0.2504899 
## Iteration 10 lambda =  0.2504896 
## Iteration 11 lambda =  0.2504895 
## Iteration 1 lambda =  0.4526718 
## Iteration 2 lambda =  0.3432061 
## Iteration 3 lambda =  0.321313 
## Iteration 4 lambda =  0.3169344 
## Iteration 5 lambda =  0.3160586 
## Iteration 6 lambda =  0.3158835 
## Iteration 7 lambda =  0.3158485 
## Iteration 8 lambda =  0.3158415 
## Iteration 9 lambda =  0.3158401 
## Iteration 10 lambda =  0.3158398 
## Iteration 11 lambda =  0.3158397 
## Iteration 1 lambda =  0.3476819 
## Iteration 2 lambda =  0.2172183 
## Iteration 3 lambda =  0.1911256 
## Iteration 4 lambda =  0.185907 
## Iteration 5 lambda =  0.1848633 
## Iteration 6 lambda =  0.1846546 
## Iteration 7 lambda =  0.1846128 
## Iteration 8 lambda =  0.1846045 
## Iteration 9 lambda =  0.1846028 
## Iteration 10 lambda =  0.1846025 
## Iteration 11 lambda =  0.1846024 
## Iteration 1 lambda =  0.4909396 
## Iteration 2 lambda =  0.3891276 
## Iteration 3 lambda =  0.3687652 
## Iteration 4 lambda =  0.3646927 
## Iteration 5 lambda =  0.3638782 
## Iteration 6 lambda =  0.3637153 
## Iteration 7 lambda =  0.3636827 
## Iteration 8 lambda =  0.3636762 
## Iteration 9 lambda =  0.3636749 
## Iteration 10 lambda =  0.3636746 
## Iteration 11 lambda =  0.3636746 
## Iteration 1 lambda =  0.3829428 
## Iteration 2 lambda =  0.2595313 
## Iteration 3 lambda =  0.234849 
## Iteration 4 lambda =  0.2299126 
## Iteration 5 lambda =  0.2289253 
## Iteration 6 lambda =  0.2287278 
## Iteration 7 lambda =  0.2286883 
## Iteration 8 lambda =  0.2286804 
## Iteration 9 lambda =  0.2286789 
## Iteration 10 lambda =  0.2286785 
## Iteration 11 lambda =  0.2286785 
## Iteration 1 lambda =  0.3529124 
## Iteration 2 lambda =  0.02936854 
## Iteration 3 lambda =  -0.1324034 
## Iteration 4 lambda =  -0.2132893 
## Iteration 5 lambda =  -0.2537323 
## Iteration 6 lambda =  -0.2739538 
## Iteration 7 lambda =  -0.2840645 
## Iteration 8 lambda =  -0.2891199 
## Iteration 9 lambda =  -0.2916476 
## Iteration 10 lambda =  -0.2929114 
## Iteration 11 lambda =  -0.2935434 
## Iteration 12 lambda =  -0.2938593 
## Iteration 13 lambda =  -0.2940173 
## Iteration 14 lambda =  -0.2940963 
## Iteration 15 lambda =  -0.2941358 
## Iteration 16 lambda =  -0.2941555 
## Iteration 17 lambda =  -0.2941654 
## Iteration 18 lambda =  -0.2941703 
## Iteration 19 lambda =  -0.2941728 
## Iteration 20 lambda =  -0.294174 
## Iteration 21 lambda =  -0.2941747 
## Iteration 22 lambda =  -0.294175 
## Iteration 23 lambda =  -0.2941751 
## Iteration 24 lambda =  -0.2941752 
## Iteration 1 lambda =  0.330289 
## Iteration 2 lambda =  -0.004566456 
## Iteration 3 lambda =  -0.1719942 
## Iteration 4 lambda =  -0.2557081 
## Iteration 5 lambda =  -0.297565 
## Iteration 6 lambda =  -0.3184935 
## Iteration 7 lambda =  -0.3289577 
## Iteration 8 lambda =  -0.3341898 
## Iteration 9 lambda =  -0.3368059 
## Iteration 10 lambda =  -0.3381139 
## Iteration 11 lambda =  -0.3387679 
## Iteration 12 lambda =  -0.3390949 
## Iteration 13 lambda =  -0.3392584 
## Iteration 14 lambda =  -0.3393402 
## Iteration 15 lambda =  -0.3393811 
## Iteration 16 lambda =  -0.3394015 
## Iteration 17 lambda =  -0.3394117 
## Iteration 18 lambda =  -0.3394168 
## Iteration 19 lambda =  -0.3394194 
## Iteration 20 lambda =  -0.3394207 
## Iteration 21 lambda =  -0.3394213 
## Iteration 22 lambda =  -0.3394216 
## Iteration 23 lambda =  -0.3394218 
## Iteration 24 lambda =  -0.3394219 
## Iteration 1 lambda =  0.2926289 
## Iteration 2 lambda =  -0.06105661 
## Iteration 3 lambda =  -0.2378994 
## Iteration 4 lambda =  -0.3263208 
## Iteration 5 lambda =  -0.3705315 
## Iteration 6 lambda =  -0.3926368 
## Iteration 7 lambda =  -0.4036895 
## Iteration 8 lambda =  -0.4092158 
## Iteration 9 lambda =  -0.411979 
## Iteration 10 lambda =  -0.4133606 
## Iteration 11 lambda =  -0.4140514 
## Iteration 12 lambda =  -0.4143968 
## Iteration 13 lambda =  -0.4145695 
## Iteration 14 lambda =  -0.4146558 
## Iteration 15 lambda =  -0.414699 
## Iteration 16 lambda =  -0.4147206 
## Iteration 17 lambda =  -0.4147314 
## Iteration 18 lambda =  -0.4147368 
## Iteration 19 lambda =  -0.4147395 
## Iteration 20 lambda =  -0.4147408 
## Iteration 21 lambda =  -0.4147415 
## Iteration 22 lambda =  -0.4147418 
## Iteration 23 lambda =  -0.414742 
## Iteration 24 lambda =  -0.4147421 
## Iteration 1 lambda =  0.3321285 
## Iteration 2 lambda =  -0.001807201 
## Iteration 3 lambda =  -0.1687751 
## Iteration 4 lambda =  -0.252259 
## Iteration 5 lambda =  -0.294001 
## Iteration 6 lambda =  -0.314872 
## Iteration 7 lambda =  -0.3253074 
## Iteration 8 lambda =  -0.3305252 
## Iteration 9 lambda =  -0.3331341 
## Iteration 10 lambda =  -0.3344385 
## Iteration 11 lambda =  -0.3350907 
## Iteration 12 lambda =  -0.3354168 
## Iteration 13 lambda =  -0.3355799 
## Iteration 14 lambda =  -0.3356614 
## Iteration 15 lambda =  -0.3357022 
## Iteration 16 lambda =  -0.3357226 
## Iteration 17 lambda =  -0.3357327 
## Iteration 18 lambda =  -0.3357378 
## Iteration 19 lambda =  -0.3357404 
## Iteration 20 lambda =  -0.3357417 
## Iteration 21 lambda =  -0.3357423 
## Iteration 22 lambda =  -0.3357426 
## Iteration 23 lambda =  -0.3357428 
## Iteration 24 lambda =  -0.3357429 
## Iteration 1 lambda =  0.2784125 
## Iteration 2 lambda =  -0.08238123 
## Iteration 3 lambda =  -0.2627781 
## Iteration 4 lambda =  -0.3529765 
## Iteration 5 lambda =  -0.3980758 
## Iteration 6 lambda =  -0.4206254 
## Iteration 7 lambda =  -0.4319002 
## Iteration 8 lambda =  -0.4375376 
## Iteration 9 lambda =  -0.4403563 
## Iteration 10 lambda =  -0.4417656 
## Iteration 11 lambda =  -0.4424703 
## Iteration 12 lambda =  -0.4428226 
## Iteration 13 lambda =  -0.4429988 
## Iteration 14 lambda =  -0.4430869 
## Iteration 15 lambda =  -0.4431309 
## Iteration 16 lambda =  -0.443153 
## Iteration 17 lambda =  -0.443164 
## Iteration 18 lambda =  -0.4431695 
## Iteration 19 lambda =  -0.4431722 
## Iteration 20 lambda =  -0.4431736 
## Iteration 21 lambda =  -0.4431743 
## Iteration 22 lambda =  -0.4431746 
## Iteration 23 lambda =  -0.4431748 
## Iteration 24 lambda =  -0.4431749 
## Iteration 1 lambda =  0.3411962 
## Iteration 2 lambda =  0.01179424 
## Iteration 3 lambda =  -0.1529067 
## Iteration 4 lambda =  -0.2352572 
## Iteration 5 lambda =  -0.2764324 
## Iteration 6 lambda =  -0.2970201 
## Iteration 7 lambda =  -0.3073139 
## Iteration 8 lambda =  -0.3124608 
## Iteration 9 lambda =  -0.3150342 
## Iteration 10 lambda =  -0.316321 
## Iteration 11 lambda =  -0.3169643 
## Iteration 12 lambda =  -0.317286 
## Iteration 13 lambda =  -0.3174468 
## Iteration 14 lambda =  -0.3175273 
## Iteration 15 lambda =  -0.3175675 
## Iteration 16 lambda =  -0.3175876 
## Iteration 17 lambda =  -0.3175976 
## Iteration 18 lambda =  -0.3176027 
## Iteration 19 lambda =  -0.3176052 
## Iteration 20 lambda =  -0.3176064 
## Iteration 21 lambda =  -0.317607 
## Iteration 22 lambda =  -0.3176074 
## Iteration 23 lambda =  -0.3176075 
## Iteration 24 lambda =  -0.3176076 
## Iteration 1 lambda =  0.2837784 
## Iteration 2 lambda =  -0.07433236 
## Iteration 3 lambda =  -0.2533878 
## Iteration 4 lambda =  -0.3429155 
## Iteration 5 lambda =  -0.3876793 
## Iteration 6 lambda =  -0.4100612 
## Iteration 7 lambda =  -0.4212522 
## Iteration 8 lambda =  -0.4268477 
## Iteration 9 lambda =  -0.4296454 
## Iteration 10 lambda =  -0.4310443 
## Iteration 11 lambda =  -0.4317437 
## Iteration 12 lambda =  -0.4320934 
## Iteration 13 lambda =  -0.4322683 
## Iteration 14 lambda =  -0.4323557 
## Iteration 15 lambda =  -0.4323994 
## Iteration 16 lambda =  -0.4324213 
## Iteration 17 lambda =  -0.4324322 
## Iteration 18 lambda =  -0.4324377 
## Iteration 19 lambda =  -0.4324404 
## Iteration 20 lambda =  -0.4324418 
## Iteration 21 lambda =  -0.4324425 
## Iteration 22 lambda =  -0.4324428 
## Iteration 23 lambda =  -0.432443 
## Iteration 24 lambda =  -0.4324431 
## Iteration 1 lambda =  0.2876683 
## Iteration 2 lambda =  -0.06849756 
## Iteration 3 lambda =  -0.2465805 
## Iteration 4 lambda =  -0.3356219 
## Iteration 5 lambda =  -0.3801427 
## Iteration 6 lambda =  -0.402403 
## Iteration 7 lambda =  -0.4135332 
## Iteration 8 lambda =  -0.4190983 
## Iteration 9 lambda =  -0.4218809 
## Iteration 10 lambda =  -0.4232721 
## Iteration 11 lambda =  -0.4239678 
## Iteration 12 lambda =  -0.4243156 
## Iteration 13 lambda =  -0.4244895 
## Iteration 14 lambda =  -0.4245765 
## Iteration 15 lambda =  -0.4246199 
## Iteration 16 lambda =  -0.4246417 
## Iteration 17 lambda =  -0.4246525 
## Iteration 18 lambda =  -0.424658 
## Iteration 19 lambda =  -0.4246607 
## Iteration 20 lambda =  -0.4246621 
## Iteration 21 lambda =  -0.4246627 
## Iteration 22 lambda =  -0.4246631 
## Iteration 23 lambda =  -0.4246632 
## Iteration 24 lambda =  -0.4246633 
## Iteration 1 lambda =  0.3951532 
## Iteration 2 lambda =  0.09272978 
## Iteration 3 lambda =  -0.05848192 
## Iteration 4 lambda =  -0.1340878 
## Iteration 5 lambda =  -0.1718907 
## Iteration 6 lambda =  -0.1907922 
## Iteration 7 lambda =  -0.2002429 
## Iteration 8 lambda =  -0.2049683 
## Iteration 9 lambda =  -0.2073309 
## Iteration 10 lambda =  -0.2085123 
## Iteration 11 lambda =  -0.209103 
## Iteration 12 lambda =  -0.2093983 
## Iteration 13 lambda =  -0.209546 
## Iteration 14 lambda =  -0.2096198 
## Iteration 15 lambda =  -0.2096567 
## Iteration 16 lambda =  -0.2096752 
## Iteration 17 lambda =  -0.2096844 
## Iteration 18 lambda =  -0.209689 
## Iteration 19 lambda =  -0.2096913 
## Iteration 20 lambda =  -0.2096925 
## Iteration 21 lambda =  -0.209693 
## Iteration 22 lambda =  -0.2096933 
## Iteration 23 lambda =  -0.2096935 
## Iteration 24 lambda =  -0.2096936 
## Iteration 1 lambda =  0.3458164 
## Iteration 2 lambda =  0.01872458 
## Iteration 3 lambda =  -0.1448213 
## Iteration 4 lambda =  -0.2265943 
## Iteration 5 lambda =  -0.2674807 
## Iteration 6 lambda =  -0.287924 
## Iteration 7 lambda =  -0.2981456 
## Iteration 8 lambda =  -0.3032564 
## Iteration 9 lambda =  -0.3058118 
## Iteration 10 lambda =  -0.3070895 
## Iteration 11 lambda =  -0.3077284 
## Iteration 12 lambda =  -0.3080478 
## Iteration 13 lambda =  -0.3082075 
## Iteration 14 lambda =  -0.3082874 
## Iteration 15 lambda =  -0.3083273 
## Iteration 16 lambda =  -0.3083473 
## Iteration 17 lambda =  -0.3083572 
## Iteration 18 lambda =  -0.3083622 
## Iteration 19 lambda =  -0.3083647 
## Iteration 20 lambda =  -0.308366 
## Iteration 21 lambda =  -0.3083666 
## Iteration 22 lambda =  -0.3083669 
## Iteration 23 lambda =  -0.3083671 
## Iteration 24 lambda =  -0.3083671 
## Iteration 1 lambda =  0.3196486 
## Iteration 2 lambda =  -0.02052704 
## Iteration 3 lambda =  -0.1906149 
## Iteration 4 lambda =  -0.2756588 
## Iteration 5 lambda =  -0.3181808 
## Iteration 6 lambda =  -0.3394417 
## Iteration 7 lambda =  -0.3500722 
## Iteration 8 lambda =  -0.3553875 
## Iteration 9 lambda =  -0.3580451 
## Iteration 10 lambda =  -0.3593739 
## Iteration 11 lambda =  -0.3600383 
## Iteration 12 lambda =  -0.3603705 
## Iteration 13 lambda =  -0.3605366 
## Iteration 14 lambda =  -0.3606197 
## Iteration 15 lambda =  -0.3606612 
## Iteration 16 lambda =  -0.360682 
## Iteration 17 lambda =  -0.3606923 
## Iteration 18 lambda =  -0.3606975 
## Iteration 19 lambda =  -0.3607001 
## Iteration 20 lambda =  -0.3607014 
## Iteration 21 lambda =  -0.3607021 
## Iteration 22 lambda =  -0.3607024 
## Iteration 23 lambda =  -0.3607026 
## Iteration 24 lambda =  -0.3607026 
## Iteration 1 lambda =  0.2467509 
## Iteration 2 lambda =  -0.1298737 
## Iteration 3 lambda =  -0.318186 
## Iteration 4 lambda =  -0.4123421 
## Iteration 5 lambda =  -0.4594202 
## Iteration 6 lambda =  -0.4829592 
## Iteration 7 lambda =  -0.4947288 
## Iteration 8 lambda =  -0.5006135 
## Iteration 9 lambda =  -0.5035559 
## Iteration 10 lambda =  -0.5050271 
## Iteration 11 lambda =  -0.5057627 
## Iteration 12 lambda =  -0.5061305 
## Iteration 13 lambda =  -0.5063144 
## Iteration 14 lambda =  -0.5064063 
## Iteration 15 lambda =  -0.5064523 
## Iteration 16 lambda =  -0.5064753 
## Iteration 17 lambda =  -0.5064868 
## Iteration 18 lambda =  -0.5064925 
## Iteration 19 lambda =  -0.5064954 
## Iteration 20 lambda =  -0.5064968 
## Iteration 21 lambda =  -0.5064976 
## Iteration 22 lambda =  -0.5064979 
## Iteration 23 lambda =  -0.5064981 
## Iteration 24 lambda =  -0.5064982 
## Iteration 1 lambda =  0.2284078 
## Iteration 2 lambda =  -0.1573882 
## Iteration 3 lambda =  -0.3502863 
## Iteration 4 lambda =  -0.4467353 
## Iteration 5 lambda =  -0.4949598 
## Iteration 6 lambda =  -0.5190721 
## Iteration 7 lambda =  -0.5311282 
## Iteration 8 lambda =  -0.5371563 
## Iteration 9 lambda =  -0.5401703 
## Iteration 10 lambda =  -0.5416773 
## Iteration 11 lambda =  -0.5424308 
## Iteration 12 lambda =  -0.5428076 
## Iteration 13 lambda =  -0.5429959 
## Iteration 14 lambda =  -0.5430901 
## Iteration 15 lambda =  -0.5431372 
## Iteration 16 lambda =  -0.5431608 
## Iteration 17 lambda =  -0.5431725 
## Iteration 18 lambda =  -0.5431784 
## Iteration 19 lambda =  -0.5431814 
## Iteration 20 lambda =  -0.5431828 
## Iteration 21 lambda =  -0.5431836 
## Iteration 22 lambda =  -0.5431839 
## Iteration 23 lambda =  -0.5431841 
## Iteration 24 lambda =  -0.5431842 
## Iteration 1 lambda =  0.310766 
## Iteration 2 lambda =  -0.03385096 
## Iteration 3 lambda =  -0.2061595 
## Iteration 4 lambda =  -0.2923137 
## Iteration 5 lambda =  -0.3353908 
## Iteration 6 lambda =  -0.3569294 
## Iteration 7 lambda =  -0.3676987 
## Iteration 8 lambda =  -0.3730833 
## Iteration 9 lambda =  -0.3757756 
## Iteration 10 lambda =  -0.3771218 
## Iteration 11 lambda =  -0.3777949 
## Iteration 12 lambda =  -0.3781314 
## Iteration 13 lambda =  -0.3782997 
## Iteration 14 lambda =  -0.3783838 
## Iteration 15 lambda =  -0.3784259 
## Iteration 16 lambda =  -0.3784469 
## Iteration 17 lambda =  -0.3784574 
## Iteration 18 lambda =  -0.3784627 
## Iteration 19 lambda =  -0.3784653 
## Iteration 20 lambda =  -0.3784666 
## Iteration 21 lambda =  -0.3784673 
## Iteration 22 lambda =  -0.3784676 
## Iteration 23 lambda =  -0.3784678 
## Iteration 24 lambda =  -0.3784679 
## Iteration 1 lambda =  0.3692258 
## Iteration 2 lambda =  0.05383871 
## Iteration 3 lambda =  -0.1038548 
## Iteration 4 lambda =  -0.1827016 
## Iteration 5 lambda =  -0.222125 
## Iteration 6 lambda =  -0.2418367 
## Iteration 7 lambda =  -0.2516925 
## Iteration 8 lambda =  -0.2566205 
## Iteration 9 lambda =  -0.2590844 
## Iteration 10 lambda =  -0.2603164 
## Iteration 11 lambda =  -0.2609324 
## Iteration 12 lambda =  -0.2612404 
## Iteration 13 lambda =  -0.2613944 
## Iteration 14 lambda =  -0.2614714 
## Iteration 15 lambda =  -0.2615099 
## Iteration 16 lambda =  -0.2615291 
## Iteration 17 lambda =  -0.2615388 
## Iteration 18 lambda =  -0.2615436 
## Iteration 19 lambda =  -0.261546 
## Iteration 20 lambda =  -0.2615472 
## Iteration 21 lambda =  -0.2615478 
## Iteration 22 lambda =  -0.2615481 
## Iteration 23 lambda =  -0.2615482 
## Iteration 24 lambda =  -0.2615483 
## Iteration 1 lambda =  0.3214362 
## Iteration 2 lambda =  -0.01784572 
## Iteration 3 lambda =  -0.1874867 
## Iteration 4 lambda =  -0.2723071 
## Iteration 5 lambda =  -0.3147174 
## Iteration 6 lambda =  -0.3359225 
## Iteration 7 lambda =  -0.3465251 
## Iteration 8 lambda =  -0.3518263 
## Iteration 9 lambda =  -0.354477 
## Iteration 10 lambda =  -0.3558023 
## Iteration 11 lambda =  -0.356465 
## Iteration 12 lambda =  -0.3567963 
## Iteration 13 lambda =  -0.356962 
## Iteration 14 lambda =  -0.3570448 
## Iteration 15 lambda =  -0.3570862 
## Iteration 16 lambda =  -0.3571069 
## Iteration 17 lambda =  -0.3571173 
## Iteration 18 lambda =  -0.3571224 
## Iteration 19 lambda =  -0.357125 
## Iteration 20 lambda =  -0.3571263 
## Iteration 21 lambda =  -0.357127 
## Iteration 22 lambda =  -0.3571273 
## Iteration 23 lambda =  -0.3571275 
## Iteration 24 lambda =  -0.3571275 
## Iteration 1 lambda =  0.3088303 
## Iteration 2 lambda =  -0.0367545 
## Iteration 3 lambda =  -0.2095469 
## Iteration 4 lambda =  -0.2959431 
## Iteration 5 lambda =  -0.3391412 
## Iteration 6 lambda =  -0.3607403 
## Iteration 7 lambda =  -0.3715398 
## Iteration 8 lambda =  -0.3769396 
## Iteration 9 lambda =  -0.3796395 
## Iteration 10 lambda =  -0.3809894 
## Iteration 11 lambda =  -0.3816644 
## Iteration 12 lambda =  -0.3820019 
## Iteration 13 lambda =  -0.3821706 
## Iteration 14 lambda =  -0.382255 
## Iteration 15 lambda =  -0.3822972 
## Iteration 16 lambda =  -0.3823182 
## Iteration 17 lambda =  -0.3823288 
## Iteration 18 lambda =  -0.3823341 
## Iteration 19 lambda =  -0.3823367 
## Iteration 20 lambda =  -0.382338 
## Iteration 21 lambda =  -0.3823387 
## Iteration 22 lambda =  -0.382339 
## Iteration 23 lambda =  -0.3823392 
## Iteration 24 lambda =  -0.3823393 
## Iteration 1 lambda =  0.3583684 
## Iteration 2 lambda =  0.03755258 
## Iteration 3 lambda =  -0.1228553 
## Iteration 4 lambda =  -0.2030593 
## Iteration 5 lambda =  -0.2431613 
## Iteration 6 lambda =  -0.2632122 
## Iteration 7 lambda =  -0.2732377 
## Iteration 8 lambda =  -0.2782505 
## Iteration 9 lambda =  -0.2807569 
## Iteration 10 lambda =  -0.28201 
## Iteration 11 lambda =  -0.2826366 
## Iteration 12 lambda =  -0.2829499 
## Iteration 13 lambda =  -0.2831066 
## Iteration 14 lambda =  -0.2831849 
## Iteration 15 lambda =  -0.2832241 
## Iteration 16 lambda =  -0.2832436 
## Iteration 17 lambda =  -0.2832534 
## Iteration 18 lambda =  -0.2832583 
## Iteration 19 lambda =  -0.2832608 
## Iteration 20 lambda =  -0.283262 
## Iteration 21 lambda =  -0.2832626 
## Iteration 22 lambda =  -0.2832629 
## Iteration 23 lambda =  -0.2832631 
## Iteration 24 lambda =  -0.2832632 
## Iteration 1 lambda =  0.3223639 
## Iteration 2 lambda =  -0.0164542 
## Iteration 3 lambda =  -0.1858632 
## Iteration 4 lambda =  -0.2705677 
## Iteration 5 lambda =  -0.31292 
## Iteration 6 lambda =  -0.3340961 
## Iteration 7 lambda =  -0.3446842 
## Iteration 8 lambda =  -0.3499782 
## Iteration 9 lambda =  -0.3526252 
## Iteration 10 lambda =  -0.3539488 
## Iteration 11 lambda =  -0.3546105 
## Iteration 12 lambda =  -0.3549414 
## Iteration 13 lambda =  -0.3551068 
## Iteration 14 lambda =  -0.3551895 
## Iteration 15 lambda =  -0.3552309 
## Iteration 16 lambda =  -0.3552516 
## Iteration 17 lambda =  -0.3552619 
## Iteration 18 lambda =  -0.3552671 
## Iteration 19 lambda =  -0.3552697 
## Iteration 20 lambda =  -0.355271 
## Iteration 21 lambda =  -0.3552716 
## Iteration 22 lambda =  -0.3552719 
## Iteration 23 lambda =  -0.3552721 
## Iteration 24 lambda =  -0.3552722 
## Iteration 1 lambda =  0.2818872 
## Iteration 2 lambda =  -0.07716923 
## Iteration 3 lambda =  -0.2566974 
## Iteration 4 lambda =  -0.3464615 
## Iteration 5 lambda =  -0.3913436 
## Iteration 6 lambda =  -0.4137846 
## Iteration 7 lambda =  -0.4250051 
## Iteration 8 lambda =  -0.4306154 
## Iteration 9 lambda =  -0.4334205 
## Iteration 10 lambda =  -0.4348231 
## Iteration 11 lambda =  -0.4355244 
## Iteration 12 lambda =  -0.435875 
## Iteration 13 lambda =  -0.4360503 
## Iteration 14 lambda =  -0.436138 
## Iteration 15 lambda =  -0.4361818 
## Iteration 16 lambda =  -0.4362037 
## Iteration 17 lambda =  -0.4362147 
## Iteration 18 lambda =  -0.4362202 
## Iteration 19 lambda =  -0.4362229 
## Iteration 20 lambda =  -0.4362243 
## Iteration 21 lambda =  -0.436225 
## Iteration 22 lambda =  -0.4362253 
## Iteration 23 lambda =  -0.4362255 
## Iteration 24 lambda =  -0.4362256 
## Iteration 1 lambda =  0.2610582 
## Iteration 2 lambda =  -0.1084127 
## Iteration 3 lambda =  -0.2931482 
## Iteration 4 lambda =  -0.3855159 
## Iteration 5 lambda =  -0.4316998 
## Iteration 6 lambda =  -0.4547917 
## Iteration 7 lambda =  -0.4663377 
## Iteration 8 lambda =  -0.4721106 
## Iteration 9 lambda =  -0.4749971 
## Iteration 10 lambda =  -0.4764404 
## Iteration 11 lambda =  -0.477162 
## Iteration 12 lambda =  -0.4775228 
## Iteration 13 lambda =  -0.4777032 
## Iteration 14 lambda =  -0.4777934 
## Iteration 15 lambda =  -0.4778385 
## Iteration 16 lambda =  -0.4778611 
## Iteration 17 lambda =  -0.4778724 
## Iteration 18 lambda =  -0.477878 
## Iteration 19 lambda =  -0.4778808 
## Iteration 20 lambda =  -0.4778822 
## Iteration 21 lambda =  -0.4778829 
## Iteration 22 lambda =  -0.4778833 
## Iteration 23 lambda =  -0.4778835 
## Iteration 24 lambda =  -0.4778835 
## Iteration 1 lambda =  0.3012767 
## Iteration 2 lambda =  -0.04808489 
## Iteration 3 lambda =  -0.2227657 
## Iteration 4 lambda =  -0.3101061 
## Iteration 5 lambda =  -0.3537763 
## Iteration 6 lambda =  -0.3756114 
## Iteration 7 lambda =  -0.386529 
## Iteration 8 lambda =  -0.3919877 
## Iteration 9 lambda =  -0.3947171 
## Iteration 10 lambda =  -0.3960818 
## Iteration 11 lambda =  -0.3967642 
## Iteration 12 lambda =  -0.3971053 
## Iteration 13 lambda =  -0.3972759 
## Iteration 14 lambda =  -0.3973612 
## Iteration 15 lambda =  -0.3974039 
## Iteration 16 lambda =  -0.3974252 
## Iteration 17 lambda =  -0.3974359 
## Iteration 18 lambda =  -0.3974412 
## Iteration 19 lambda =  -0.3974439 
## Iteration 20 lambda =  -0.3974452 
## Iteration 21 lambda =  -0.3974459 
## Iteration 22 lambda =  -0.3974462 
## Iteration 23 lambda =  -0.3974464 
## Iteration 24 lambda =  -0.3974464 
## Iteration 1 lambda =  0.3234543 
## Iteration 2 lambda =  -0.01481862 
## Iteration 3 lambda =  -0.1839551 
## Iteration 4 lambda =  -0.2685233 
## Iteration 5 lambda =  -0.3108074 
## Iteration 6 lambda =  -0.3319494 
## Iteration 7 lambda =  -0.3425205 
## Iteration 8 lambda =  -0.347806 
## Iteration 9 lambda =  -0.3504487 
## Iteration 10 lambda =  -0.3517701 
## Iteration 11 lambda =  -0.3524308 
## Iteration 12 lambda =  -0.3527612 
## Iteration 13 lambda =  -0.3529263 
## Iteration 14 lambda =  -0.3530089 
## Iteration 15 lambda =  -0.3530502 
## Iteration 16 lambda =  -0.3530709 
## Iteration 17 lambda =  -0.3530812 
## Iteration 18 lambda =  -0.3530863 
## Iteration 19 lambda =  -0.3530889 
## Iteration 20 lambda =  -0.3530902 
## Iteration 21 lambda =  -0.3530909 
## Iteration 22 lambda =  -0.3530912 
## Iteration 23 lambda =  -0.3530913 
## Iteration 24 lambda =  -0.3530914 
## Iteration 1 lambda =  0.3560967 
## Iteration 2 lambda =  0.03414503 
## Iteration 3 lambda =  -0.1268308 
## Iteration 4 lambda =  -0.2073187 
## Iteration 5 lambda =  -0.2475627 
## Iteration 6 lambda =  -0.2676846 
## Iteration 7 lambda =  -0.2777456 
## Iteration 8 lambda =  -0.2827761 
## Iteration 9 lambda =  -0.2852914 
## Iteration 10 lambda =  -0.286549 
## Iteration 11 lambda =  -0.2871778 
## Iteration 12 lambda =  -0.2874922 
## Iteration 13 lambda =  -0.2876494 
## Iteration 14 lambda =  -0.287728 
## Iteration 15 lambda =  -0.2877673 
## Iteration 16 lambda =  -0.287787 
## Iteration 17 lambda =  -0.2877968 
## Iteration 18 lambda =  -0.2878017 
## Iteration 19 lambda =  -0.2878042 
## Iteration 20 lambda =  -0.2878054 
## Iteration 21 lambda =  -0.287806 
## Iteration 22 lambda =  -0.2878063 
## Iteration 23 lambda =  -0.2878065 
## Iteration 24 lambda =  -0.2878065 
## Iteration 1 lambda =  0.359423 
## Iteration 2 lambda =  0.03913455 
## Iteration 3 lambda =  -0.1210097 
## Iteration 4 lambda =  -0.2010818 
## Iteration 5 lambda =  -0.2411179 
## Iteration 6 lambda =  -0.2611359 
## Iteration 7 lambda =  -0.2711449 
## Iteration 8 lambda =  -0.2761494 
## Iteration 9 lambda =  -0.2786517 
## Iteration 10 lambda =  -0.2799028 
## Iteration 11 lambda =  -0.2805284 
## Iteration 12 lambda =  -0.2808411 
## Iteration 13 lambda =  -0.2809975 
## Iteration 14 lambda =  -0.2810757 
## Iteration 15 lambda =  -0.2811148 
## Iteration 16 lambda =  -0.2811344 
## Iteration 17 lambda =  -0.2811442 
## Iteration 18 lambda =  -0.281149 
## Iteration 19 lambda =  -0.2811515 
## Iteration 20 lambda =  -0.2811527 
## Iteration 21 lambda =  -0.2811533 
## Iteration 22 lambda =  -0.2811536 
## Iteration 23 lambda =  -0.2811538 
## Iteration 24 lambda =  -0.2811539 
## Iteration 1 lambda =  0.3379084 
## Iteration 2 lambda =  0.006862578 
## Iteration 3 lambda =  -0.1586603 
## Iteration 4 lambda =  -0.2414218 
## Iteration 5 lambda =  -0.2828025 
## Iteration 6 lambda =  -0.3034929 
## Iteration 7 lambda =  -0.313838 
## Iteration 8 lambda =  -0.3190106 
## Iteration 9 lambda =  -0.3215969 
## Iteration 10 lambda =  -0.3228901 
## Iteration 11 lambda =  -0.3235367 
## Iteration 12 lambda =  -0.3238599 
## Iteration 13 lambda =  -0.3240216 
## Iteration 14 lambda =  -0.3241024 
## Iteration 15 lambda =  -0.3241428 
## Iteration 16 lambda =  -0.324163 
## Iteration 17 lambda =  -0.3241731 
## Iteration 18 lambda =  -0.3241782 
## Iteration 19 lambda =  -0.3241807 
## Iteration 20 lambda =  -0.324182 
## Iteration 21 lambda =  -0.3241826 
## Iteration 22 lambda =  -0.3241829 
## Iteration 23 lambda =  -0.3241831 
## Iteration 24 lambda =  -0.3241831 
## Iteration 1 lambda =  0.3609363 
## Iteration 2 lambda =  0.0414045 
## Iteration 3 lambda =  -0.1183614 
## Iteration 4 lambda =  -0.1982444 
## Iteration 5 lambda =  -0.2381859 
## Iteration 6 lambda =  -0.2581566 
## Iteration 7 lambda =  -0.268142 
## Iteration 8 lambda =  -0.2731347 
## Iteration 9 lambda =  -0.275631 
## Iteration 10 lambda =  -0.2768792 
## Iteration 11 lambda =  -0.2775032 
## Iteration 12 lambda =  -0.2778153 
## Iteration 13 lambda =  -0.2779713 
## Iteration 14 lambda =  -0.2780493 
## Iteration 15 lambda =  -0.2780883 
## Iteration 16 lambda =  -0.2781078 
## Iteration 17 lambda =  -0.2781176 
## Iteration 18 lambda =  -0.2781225 
## Iteration 19 lambda =  -0.2781249 
## Iteration 20 lambda =  -0.2781261 
## Iteration 21 lambda =  -0.2781267 
## Iteration 22 lambda =  -0.278127 
## Iteration 23 lambda =  -0.2781272 
## Iteration 24 lambda =  -0.2781273 
## Iteration 1 lambda =  0.3576113 
## Iteration 2 lambda =  0.03641696 
## Iteration 3 lambda =  -0.1241802 
## Iteration 4 lambda =  -0.2044788 
## Iteration 5 lambda =  -0.2446281 
## Iteration 6 lambda =  -0.2647027 
## Iteration 7 lambda =  -0.2747401 
## Iteration 8 lambda =  -0.2797587 
## Iteration 9 lambda =  -0.2822681 
## Iteration 10 lambda =  -0.2835227 
## Iteration 11 lambda =  -0.2841501 
## Iteration 12 lambda =  -0.2844637 
## Iteration 13 lambda =  -0.2846206 
## Iteration 14 lambda =  -0.284699 
## Iteration 15 lambda =  -0.2847382 
## Iteration 16 lambda =  -0.2847578 
## Iteration 17 lambda =  -0.2847676 
## Iteration 18 lambda =  -0.2847725 
## Iteration 19 lambda =  -0.2847749 
## Iteration 20 lambda =  -0.2847762 
## Iteration 21 lambda =  -0.2847768 
## Iteration 22 lambda =  -0.2847771 
## Iteration 23 lambda =  -0.2847772 
## Iteration 24 lambda =  -0.2847773 
## Iteration 1 lambda =  0.3373137 
## Iteration 2 lambda =  0.005970506 
## Iteration 3 lambda =  -0.1597011 
## Iteration 4 lambda =  -0.2425369 
## Iteration 5 lambda =  -0.2839548 
## Iteration 6 lambda =  -0.3046637 
## Iteration 7 lambda =  -0.3150182 
## Iteration 8 lambda =  -0.3201954 
## Iteration 9 lambda =  -0.322784 
## Iteration 10 lambda =  -0.3240783 
## Iteration 11 lambda =  -0.3247255 
## Iteration 12 lambda =  -0.3250491 
## Iteration 13 lambda =  -0.3252109 
## Iteration 14 lambda =  -0.3252918 
## Iteration 15 lambda =  -0.3253322 
## Iteration 16 lambda =  -0.3253524 
## Iteration 17 lambda =  -0.3253625 
## Iteration 18 lambda =  -0.3253676 
## Iteration 19 lambda =  -0.3253701 
## Iteration 20 lambda =  -0.3253714 
## Iteration 21 lambda =  -0.325372 
## Iteration 22 lambda =  -0.3253723 
## Iteration 23 lambda =  -0.3253725 
## Iteration 24 lambda =  -0.3253726 
## Iteration 1 lambda =  0.3401612 
## Iteration 2 lambda =  0.01024183 
## Iteration 3 lambda =  -0.1547179 
## Iteration 4 lambda =  -0.2371977 
## Iteration 5 lambda =  -0.2784376 
## Iteration 6 lambda =  -0.2990576 
## Iteration 7 lambda =  -0.3093676 
## Iteration 8 lambda =  -0.3145226 
## Iteration 9 lambda =  -0.3171001 
## Iteration 10 lambda =  -0.3183888 
## Iteration 11 lambda =  -0.3190332 
## Iteration 12 lambda =  -0.3193554 
## Iteration 13 lambda =  -0.3195165 
## Iteration 14 lambda =  -0.319597 
## Iteration 15 lambda =  -0.3196373 
## Iteration 16 lambda =  -0.3196574 
## Iteration 17 lambda =  -0.3196675 
## Iteration 18 lambda =  -0.3196725 
## Iteration 19 lambda =  -0.319675 
## Iteration 20 lambda =  -0.3196763 
## Iteration 21 lambda =  -0.3196769 
## Iteration 22 lambda =  -0.3196772 
## Iteration 23 lambda =  -0.3196774 
## Iteration 24 lambda =  -0.3196775 
## Iteration 1 lambda =  0.2887141 
## Iteration 2 lambda =  -0.06692884 
## Iteration 3 lambda =  -0.2447503 
## Iteration 4 lambda =  -0.3336611 
## Iteration 5 lambda =  -0.3781164 
## Iteration 6 lambda =  -0.4003441 
## Iteration 7 lambda =  -0.4114579 
## Iteration 8 lambda =  -0.4170149 
## Iteration 9 lambda =  -0.4197933 
## Iteration 10 lambda =  -0.4211826 
## Iteration 11 lambda =  -0.4218772 
## Iteration 12 lambda =  -0.4222245 
## Iteration 13 lambda =  -0.4223981 
## Iteration 14 lambda =  -0.422485 
## Iteration 15 lambda =  -0.4225284 
## Iteration 16 lambda =  -0.4225501 
## Iteration 17 lambda =  -0.4225609 
## Iteration 18 lambda =  -0.4225664 
## Iteration 19 lambda =  -0.4225691 
## Iteration 20 lambda =  -0.4225704 
## Iteration 21 lambda =  -0.4225711 
## Iteration 22 lambda =  -0.4225714 
## Iteration 23 lambda =  -0.4225716 
## Iteration 24 lambda =  -0.4225717 
## Iteration 1 lambda =  0.3190435 
## Iteration 2 lambda =  -0.02143468 
## Iteration 3 lambda =  -0.1916738 
## Iteration 4 lambda =  -0.2767933 
## Iteration 5 lambda =  -0.3193531 
## Iteration 6 lambda =  -0.340633 
## Iteration 7 lambda =  -0.351273 
## Iteration 8 lambda =  -0.3565929 
## Iteration 9 lambda =  -0.3592529 
## Iteration 10 lambda =  -0.3605829 
## Iteration 11 lambda =  -0.3612479 
## Iteration 12 lambda =  -0.3615804 
## Iteration 13 lambda =  -0.3617467 
## Iteration 14 lambda =  -0.3618298 
## Iteration 15 lambda =  -0.3618713 
## Iteration 16 lambda =  -0.3618921 
## Iteration 17 lambda =  -0.3619025 
## Iteration 18 lambda =  -0.3619077 
## Iteration 19 lambda =  -0.3619103 
## Iteration 20 lambda =  -0.3619116 
## Iteration 21 lambda =  -0.3619123 
## Iteration 22 lambda =  -0.3619126 
## Iteration 23 lambda =  -0.3619127 
## Iteration 24 lambda =  -0.3619128 
## Iteration 1 lambda =  0.3637453 
## Iteration 2 lambda =  0.04561793 
## Iteration 3 lambda =  -0.1134458 
## Iteration 4 lambda =  -0.1929776 
## Iteration 5 lambda =  -0.2327435 
## Iteration 6 lambda =  -0.2526265 
## Iteration 7 lambda =  -0.2625679 
## Iteration 8 lambda =  -0.2675387 
## Iteration 9 lambda =  -0.2700241 
## Iteration 10 lambda =  -0.2712667 
## Iteration 11 lambda =  -0.2718881 
## Iteration 12 lambda =  -0.2721988 
## Iteration 13 lambda =  -0.2723541 
## Iteration 14 lambda =  -0.2724318 
## Iteration 15 lambda =  -0.2724706 
## Iteration 16 lambda =  -0.27249 
## Iteration 17 lambda =  -0.2724997 
## Iteration 18 lambda =  -0.2725046 
## Iteration 19 lambda =  -0.272507 
## Iteration 20 lambda =  -0.2725082 
## Iteration 21 lambda =  -0.2725088 
## Iteration 22 lambda =  -0.2725091 
## Iteration 23 lambda =  -0.2725093 
## Iteration 24 lambda =  -0.2725094 
## Iteration 1 lambda =  0.3110852 
## Iteration 2 lambda =  -0.03337222 
## Iteration 3 lambda =  -0.2056009 
## Iteration 4 lambda =  -0.2917153 
## Iteration 5 lambda =  -0.3347724 
## Iteration 6 lambda =  -0.356301 
## Iteration 7 lambda =  -0.3670653 
## Iteration 8 lambda =  -0.3724475 
## Iteration 9 lambda =  -0.3751386 
## Iteration 10 lambda =  -0.3764841 
## Iteration 11 lambda =  -0.3771569 
## Iteration 12 lambda =  -0.3774932 
## Iteration 13 lambda =  -0.3776614 
## Iteration 14 lambda =  -0.3777455 
## Iteration 15 lambda =  -0.3777876 
## Iteration 16 lambda =  -0.3778086 
## Iteration 17 lambda =  -0.3778191 
## Iteration 18 lambda =  -0.3778244 
## Iteration 19 lambda =  -0.377827 
## Iteration 20 lambda =  -0.3778283 
## Iteration 21 lambda =  -0.377829 
## Iteration 22 lambda =  -0.3778293 
## Iteration 23 lambda =  -0.3778295 
## Iteration 24 lambda =  -0.3778295 
## Iteration 1 lambda =  0.2985787 
## Iteration 2 lambda =  -0.05213196 
## Iteration 3 lambda =  -0.2274873 
## Iteration 4 lambda =  -0.315165 
## Iteration 5 lambda =  -0.3590038 
## Iteration 6 lambda =  -0.3809232 
## Iteration 7 lambda =  -0.3918829 
## Iteration 8 lambda =  -0.3973628 
## Iteration 9 lambda =  -0.4001027 
## Iteration 10 lambda =  -0.4014727 
## Iteration 11 lambda =  -0.4021576 
## Iteration 12 lambda =  -0.4025001 
## Iteration 13 lambda =  -0.4026714 
## Iteration 14 lambda =  -0.402757 
## Iteration 15 lambda =  -0.4027998 
## Iteration 16 lambda =  -0.4028212 
## Iteration 17 lambda =  -0.4028319 
## Iteration 18 lambda =  -0.4028373 
## Iteration 19 lambda =  -0.4028399 
## Iteration 20 lambda =  -0.4028413 
## Iteration 21 lambda =  -0.4028419 
## Iteration 22 lambda =  -0.4028423 
## Iteration 23 lambda =  -0.4028425 
## Iteration 24 lambda =  -0.4028425 
## Iteration 1 lambda =  0.3043819 
## Iteration 2 lambda =  -0.04342713 
## Iteration 3 lambda =  -0.2173317 
## Iteration 4 lambda =  -0.3042839 
## Iteration 5 lambda =  -0.34776 
## Iteration 6 lambda =  -0.3694981 
## Iteration 7 lambda =  -0.3803671 
## Iteration 8 lambda =  -0.3858017 
## Iteration 9 lambda =  -0.3885189 
## Iteration 10 lambda =  -0.3898775 
## Iteration 11 lambda =  -0.3905569 
## Iteration 12 lambda =  -0.3908965 
## Iteration 13 lambda =  -0.3910663 
## Iteration 14 lambda =  -0.3911513 
## Iteration 15 lambda =  -0.3911937 
## Iteration 16 lambda =  -0.3912149 
## Iteration 17 lambda =  -0.3912256 
## Iteration 18 lambda =  -0.3912309 
## Iteration 19 lambda =  -0.3912335 
## Iteration 20 lambda =  -0.3912348 
## Iteration 21 lambda =  -0.3912355 
## Iteration 22 lambda =  -0.3912358 
## Iteration 23 lambda =  -0.391236 
## Iteration 24 lambda =  -0.3912361 
## Iteration 1 lambda =  0.3786823 
## Iteration 2 lambda =  0.06802342 
## Iteration 3 lambda =  -0.08730601 
## Iteration 4 lambda =  -0.1649707 
## Iteration 5 lambda =  -0.2038031 
## Iteration 6 lambda =  -0.2232193 
## Iteration 7 lambda =  -0.2329274 
## Iteration 8 lambda =  -0.2377814 
## Iteration 9 lambda =  -0.2402084 
## Iteration 10 lambda =  -0.2414219 
## Iteration 11 lambda =  -0.2420287 
## Iteration 12 lambda =  -0.2423321 
## Iteration 13 lambda =  -0.2424838 
## Iteration 14 lambda =  -0.2425596 
## Iteration 15 lambda =  -0.2425975 
## Iteration 16 lambda =  -0.2426165 
## Iteration 17 lambda =  -0.242626 
## Iteration 18 lambda =  -0.2426307 
## Iteration 19 lambda =  -0.2426331 
## Iteration 20 lambda =  -0.2426343 
## Iteration 21 lambda =  -0.2426348 
## Iteration 22 lambda =  -0.2426351 
## Iteration 23 lambda =  -0.2426353 
## Iteration 24 lambda =  -0.2426354 
## Iteration 1 lambda =  0.3535073 
## Iteration 2 lambda =  0.03026099 
## Iteration 3 lambda =  -0.1313622 
## Iteration 4 lambda =  -0.2121738 
## Iteration 5 lambda =  -0.2525796 
## Iteration 6 lambda =  -0.2727825 
## Iteration 7 lambda =  -0.2828839 
## Iteration 8 lambda =  -0.2879346 
## Iteration 9 lambda =  -0.29046 
## Iteration 10 lambda =  -0.2917227 
## Iteration 11 lambda =  -0.292354 
## Iteration 12 lambda =  -0.2926697 
## Iteration 13 lambda =  -0.2928275 
## Iteration 14 lambda =  -0.2929064 
## Iteration 15 lambda =  -0.2929459 
## Iteration 16 lambda =  -0.2929656 
## Iteration 17 lambda =  -0.2929755 
## Iteration 18 lambda =  -0.2929804 
## Iteration 19 lambda =  -0.2929829 
## Iteration 20 lambda =  -0.2929841 
## Iteration 21 lambda =  -0.2929847 
## Iteration 22 lambda =  -0.292985 
## Iteration 23 lambda =  -0.2929852 
## Iteration 24 lambda =  -0.2929853 
## Iteration 1 lambda =  0.3629211 
## Iteration 2 lambda =  0.04438158 
## Iteration 3 lambda =  -0.1148882 
## Iteration 4 lambda =  -0.194523 
## Iteration 5 lambda =  -0.2343405 
## Iteration 6 lambda =  -0.2542492 
## Iteration 7 lambda =  -0.2642035 
## Iteration 8 lambda =  -0.2691807 
## Iteration 9 lambda =  -0.2716693 
## Iteration 10 lambda =  -0.2729136 
## Iteration 11 lambda =  -0.2735357 
## Iteration 12 lambda =  -0.2738468 
## Iteration 13 lambda =  -0.2740024 
## Iteration 14 lambda =  -0.2740801 
## Iteration 15 lambda =  -0.274119 
## Iteration 16 lambda =  -0.2741384 
## Iteration 17 lambda =  -0.2741482 
## Iteration 18 lambda =  -0.274153 
## Iteration 19 lambda =  -0.2741555 
## Iteration 20 lambda =  -0.2741567 
## Iteration 21 lambda =  -0.2741573 
## Iteration 22 lambda =  -0.2741576 
## Iteration 23 lambda =  -0.2741577 
## Iteration 24 lambda =  -0.2741578 
## Iteration 1 lambda =  0.2869843 
## Iteration 2 lambda =  -0.06952351 
## Iteration 3 lambda =  -0.2477774 
## Iteration 4 lambda =  -0.3369044 
## Iteration 5 lambda =  -0.3814679 
## Iteration 6 lambda =  -0.4037496 
## Iteration 7 lambda =  -0.4148905 
## Iteration 8 lambda =  -0.4204609 
## Iteration 9 lambda =  -0.4232461 
## Iteration 10 lambda =  -0.4246387 
## Iteration 11 lambda =  -0.425335 
## Iteration 12 lambda =  -0.4256832 
## Iteration 13 lambda =  -0.4258573 
## Iteration 14 lambda =  -0.4259443 
## Iteration 15 lambda =  -0.4259878 
## Iteration 16 lambda =  -0.4260096 
## Iteration 17 lambda =  -0.4260205 
## Iteration 18 lambda =  -0.4260259 
## Iteration 19 lambda =  -0.4260286 
## Iteration 20 lambda =  -0.42603 
## Iteration 21 lambda =  -0.4260307 
## Iteration 22 lambda =  -0.426031 
## Iteration 23 lambda =  -0.4260312 
## Iteration 24 lambda =  -0.4260313 
## Iteration 1 lambda =  0.3402522 
## Iteration 2 lambda =  0.01037826 
## Iteration 3 lambda =  -0.1545587 
## Iteration 4 lambda =  -0.2370272 
## Iteration 5 lambda =  -0.2782614 
## Iteration 6 lambda =  -0.2988785 
## Iteration 7 lambda =  -0.3091871 
## Iteration 8 lambda =  -0.3143414 
## Iteration 9 lambda =  -0.3169185 
## Iteration 10 lambda =  -0.3182071 
## Iteration 11 lambda =  -0.3188514 
## Iteration 12 lambda =  -0.3191735 
## Iteration 13 lambda =  -0.3193346 
## Iteration 14 lambda =  -0.3194151 
## Iteration 15 lambda =  -0.3194554 
## Iteration 16 lambda =  -0.3194755 
## Iteration 17 lambda =  -0.3194856 
## Iteration 18 lambda =  -0.3194906 
## Iteration 19 lambda =  -0.3194931 
## Iteration 20 lambda =  -0.3194944 
## Iteration 21 lambda =  -0.319495 
## Iteration 22 lambda =  -0.3194953 
## Iteration 23 lambda =  -0.3194955 
## Iteration 24 lambda =  -0.3194956 
## Iteration 1 lambda =  0.3850969 
## Iteration 2 lambda =  0.07764538 
## Iteration 3 lambda =  -0.0760804 
## Iteration 4 lambda =  -0.1529433 
## Iteration 5 lambda =  -0.1913747 
## Iteration 6 lambda =  -0.2105904 
## Iteration 7 lambda =  -0.2201983 
## Iteration 8 lambda =  -0.2250022 
## Iteration 9 lambda =  -0.2274042 
## Iteration 10 lambda =  -0.2286052 
## Iteration 11 lambda =  -0.2292057 
## Iteration 12 lambda =  -0.2295059 
## Iteration 13 lambda =  -0.229656 
## Iteration 14 lambda =  -0.2297311 
## Iteration 15 lambda =  -0.2297686 
## Iteration 16 lambda =  -0.2297874 
## Iteration 17 lambda =  -0.2297968 
## Iteration 18 lambda =  -0.2298015 
## Iteration 19 lambda =  -0.2298038 
## Iteration 20 lambda =  -0.229805 
## Iteration 21 lambda =  -0.2298056 
## Iteration 22 lambda =  -0.2298059 
## Iteration 23 lambda =  -0.229806 
## Iteration 24 lambda =  -0.2298061 
## Iteration 1 lambda =  0.243465 
## Iteration 2 lambda =  -0.1348024 
## Iteration 3 lambda =  -0.3239362 
## Iteration 4 lambda =  -0.418503 
## Iteration 5 lambda =  -0.4657865 
## Iteration 6 lambda =  -0.4894282 
## Iteration 7 lambda =  -0.501249 
## Iteration 8 lambda =  -0.5071595 
## Iteration 9 lambda =  -0.5101147 
## Iteration 10 lambda =  -0.5115923 
## Iteration 11 lambda =  -0.5123311 
## Iteration 12 lambda =  -0.5127005 
## Iteration 13 lambda =  -0.5128852 
## Iteration 14 lambda =  -0.5129776 
## Iteration 15 lambda =  -0.5130237 
## Iteration 16 lambda =  -0.5130468 
## Iteration 17 lambda =  -0.5130584 
## Iteration 18 lambda =  -0.5130641 
## Iteration 19 lambda =  -0.513067 
## Iteration 20 lambda =  -0.5130685 
## Iteration 21 lambda =  -0.5130692 
## Iteration 22 lambda =  -0.5130695 
## Iteration 23 lambda =  -0.5130697 
## Iteration 24 lambda =  -0.5130698 
## Iteration 1 lambda =  0.3203524 
## Iteration 2 lambda =  -0.01947144 
## Iteration 3 lambda =  -0.1893833 
## Iteration 4 lambda =  -0.2743393 
## Iteration 5 lambda =  -0.3168173 
## Iteration 6 lambda =  -0.3380563 
## Iteration 7 lambda =  -0.3486758 
## Iteration 8 lambda =  -0.3539855 
## Iteration 9 lambda =  -0.3566404 
## Iteration 10 lambda =  -0.3579678 
## Iteration 11 lambda =  -0.3586315 
## Iteration 12 lambda =  -0.3589634 
## Iteration 13 lambda =  -0.3591293 
## Iteration 14 lambda =  -0.3592123 
## Iteration 15 lambda =  -0.3592538 
## Iteration 16 lambda =  -0.3592745 
## Iteration 17 lambda =  -0.3592849 
## Iteration 18 lambda =  -0.3592901 
## Iteration 19 lambda =  -0.3592927 
## Iteration 20 lambda =  -0.359294 
## Iteration 21 lambda =  -0.3592946 
## Iteration 22 lambda =  -0.3592949 
## Iteration 23 lambda =  -0.3592951 
## Iteration 24 lambda =  -0.3592952 
## Iteration 1 lambda =  0.325739 
## Iteration 2 lambda =  -0.01139157 
## Iteration 3 lambda =  -0.1799568 
## Iteration 4 lambda =  -0.2642395 
## Iteration 5 lambda =  -0.3063808 
## Iteration 6 lambda =  -0.3274514 
## Iteration 7 lambda =  -0.3379868 
## Iteration 8 lambda =  -0.3432544 
## Iteration 9 lambda =  -0.3458883 
## Iteration 10 lambda =  -0.3472052 
## Iteration 11 lambda =  -0.3478636 
## Iteration 12 lambda =  -0.3481929 
## Iteration 13 lambda =  -0.3483575 
## Iteration 14 lambda =  -0.3484398 
## Iteration 15 lambda =  -0.3484809 
## Iteration 16 lambda =  -0.3485015 
## Iteration 17 lambda =  -0.3485118 
## Iteration 18 lambda =  -0.3485169 
## Iteration 19 lambda =  -0.3485195 
## Iteration 20 lambda =  -0.3485208 
## Iteration 21 lambda =  -0.3485214 
## Iteration 22 lambda =  -0.3485218 
## Iteration 23 lambda =  -0.3485219 
## Iteration 24 lambda =  -0.348522 
## Iteration 1 lambda =  0.3442698 
## Iteration 2 lambda =  0.01640476 
## Iteration 3 lambda =  -0.1475278 
## Iteration 4 lambda =  -0.2294941 
## Iteration 5 lambda =  -0.2704772 
## Iteration 6 lambda =  -0.2909688 
## Iteration 7 lambda =  -0.3012145 
## Iteration 8 lambda =  -0.3063374 
## Iteration 9 lambda =  -0.3088989 
## Iteration 10 lambda =  -0.3101796 
## Iteration 11 lambda =  -0.31082 
## Iteration 12 lambda =  -0.3111401 
## Iteration 13 lambda =  -0.3113002 
## Iteration 14 lambda =  -0.3113803 
## Iteration 15 lambda =  -0.3114203 
## Iteration 16 lambda =  -0.3114403 
## Iteration 17 lambda =  -0.3114503 
## Iteration 18 lambda =  -0.3114553 
## Iteration 19 lambda =  -0.3114578 
## Iteration 20 lambda =  -0.3114591 
## Iteration 21 lambda =  -0.3114597 
## Iteration 22 lambda =  -0.31146 
## Iteration 23 lambda =  -0.3114602 
## Iteration 24 lambda =  -0.3114602 
## Iteration 1 lambda =  0.2982057 
## Iteration 2 lambda =  -0.05269141 
## Iteration 3 lambda =  -0.22814 
## Iteration 4 lambda =  -0.3158643 
## Iteration 5 lambda =  -0.3597264 
## Iteration 6 lambda =  -0.3816575 
## Iteration 7 lambda =  -0.392623 
## Iteration 8 lambda =  -0.3981058 
## Iteration 9 lambda =  -0.4008472 
## Iteration 10 lambda =  -0.4022179 
## Iteration 11 lambda =  -0.4029032 
## Iteration 12 lambda =  -0.4032459 
## Iteration 13 lambda =  -0.4034172 
## Iteration 14 lambda =  -0.4035029 
## Iteration 15 lambda =  -0.4035457 
## Iteration 16 lambda =  -0.4035671 
## Iteration 17 lambda =  -0.4035778 
## Iteration 18 lambda =  -0.4035832 
## Iteration 19 lambda =  -0.4035859 
## Iteration 20 lambda =  -0.4035872 
## Iteration 21 lambda =  -0.4035879 
## Iteration 22 lambda =  -0.4035882 
## Iteration 23 lambda =  -0.4035884 
## Iteration 24 lambda =  -0.4035885 
## Iteration 1 lambda =  0.3663829 
## Iteration 2 lambda =  0.04957435 
## Iteration 3 lambda =  -0.1088299 
## Iteration 4 lambda =  -0.1880321 
## Iteration 5 lambda =  -0.2276331 
## Iteration 6 lambda =  -0.2474337 
## Iteration 7 lambda =  -0.2573339 
## Iteration 8 lambda =  -0.2622841 
## Iteration 9 lambda =  -0.2647591 
## Iteration 10 lambda =  -0.2659967 
## Iteration 11 lambda =  -0.2666154 
## Iteration 12 lambda =  -0.2669248 
## Iteration 13 lambda =  -0.2670795 
## Iteration 14 lambda =  -0.2671569 
## Iteration 15 lambda =  -0.2671955 
## Iteration 16 lambda =  -0.2672149 
## Iteration 17 lambda =  -0.2672245 
## Iteration 18 lambda =  -0.2672294 
## Iteration 19 lambda =  -0.2672318 
## Iteration 20 lambda =  -0.267233 
## Iteration 21 lambda =  -0.2672336 
## Iteration 22 lambda =  -0.2672339 
## Iteration 23 lambda =  -0.267234 
## Iteration 24 lambda =  -0.2672341 
## Iteration 1 lambda =  0.38519 
## Iteration 2 lambda =  0.07778494 
## Iteration 3 lambda =  -0.07591757 
## Iteration 4 lambda =  -0.1527688 
## Iteration 5 lambda =  -0.1911944 
## Iteration 6 lambda =  -0.2104073 
## Iteration 7 lambda =  -0.2200137 
## Iteration 8 lambda =  -0.2248169 
## Iteration 9 lambda =  -0.2272185 
## Iteration 10 lambda =  -0.2284193 
## Iteration 11 lambda =  -0.2290197 
## Iteration 12 lambda =  -0.2293199 
## Iteration 13 lambda =  -0.22947 
## Iteration 14 lambda =  -0.229545 
## Iteration 15 lambda =  -0.2295826 
## Iteration 16 lambda =  -0.2296013 
## Iteration 17 lambda =  -0.2296107 
## Iteration 18 lambda =  -0.2296154 
## Iteration 19 lambda =  -0.2296177 
## Iteration 20 lambda =  -0.2296189 
## Iteration 21 lambda =  -0.2296195 
## Iteration 22 lambda =  -0.2296198 
## Iteration 23 lambda =  -0.2296199 
## Iteration 24 lambda =  -0.22962 
## Iteration 1 lambda =  0.3573172 
## Iteration 2 lambda =  0.03597583 
## Iteration 3 lambda =  -0.1246949 
## Iteration 4 lambda =  -0.2050302 
## Iteration 5 lambda =  -0.2451979 
## Iteration 6 lambda =  -0.2652817 
## Iteration 7 lambda =  -0.2753236 
## Iteration 8 lambda =  -0.2803446 
## Iteration 9 lambda =  -0.2828551 
## Iteration 10 lambda =  -0.2841103 
## Iteration 11 lambda =  -0.2847379 
## Iteration 12 lambda =  -0.2850517 
## Iteration 13 lambda =  -0.2852087 
## Iteration 14 lambda =  -0.2852871 
## Iteration 15 lambda =  -0.2853263 
## Iteration 16 lambda =  -0.2853459 
## Iteration 17 lambda =  -0.2853558 
## Iteration 18 lambda =  -0.2853607 
## Iteration 19 lambda =  -0.2853631 
## Iteration 20 lambda =  -0.2853643 
## Iteration 21 lambda =  -0.2853649 
## Iteration 22 lambda =  -0.2853653 
## Iteration 23 lambda =  -0.2853654 
## Iteration 24 lambda =  -0.2853655 
## Iteration 1 lambda =  0.2941235 
## Iteration 2 lambda =  -0.05881475 
## Iteration 3 lambda =  -0.2352839 
## Iteration 4 lambda =  -0.3235184 
## Iteration 5 lambda =  -0.3676357 
## Iteration 6 lambda =  -0.3896944 
## Iteration 7 lambda =  -0.4007237 
## Iteration 8 lambda =  -0.4062383 
## Iteration 9 lambda =  -0.4089957 
## Iteration 10 lambda =  -0.4103743 
## Iteration 11 lambda =  -0.4110637 
## Iteration 12 lambda =  -0.4114083 
## Iteration 13 lambda =  -0.4115807 
## Iteration 14 lambda =  -0.4116668 
## Iteration 15 lambda =  -0.4117099 
## Iteration 16 lambda =  -0.4117315 
## Iteration 17 lambda =  -0.4117422 
## Iteration 18 lambda =  -0.4117476 
## Iteration 19 lambda =  -0.4117503 
## Iteration 20 lambda =  -0.4117517 
## Iteration 21 lambda =  -0.4117523 
## Iteration 22 lambda =  -0.4117527 
## Iteration 23 lambda =  -0.4117528 
## Iteration 24 lambda =  -0.4117529 
## Iteration 1 lambda =  0.3799604 
## Iteration 2 lambda =  0.06994065 
## Iteration 3 lambda =  -0.08506924 
## Iteration 4 lambda =  -0.1625742 
## Iteration 5 lambda =  -0.2013267 
## Iteration 6 lambda =  -0.2207029 
## Iteration 7 lambda =  -0.230391 
## Iteration 8 lambda =  -0.2352351 
## Iteration 9 lambda =  -0.2376571 
## Iteration 10 lambda =  -0.2388681 
## Iteration 11 lambda =  -0.2394736 
## Iteration 12 lambda =  -0.2397764 
## Iteration 13 lambda =  -0.2399278 
## Iteration 14 lambda =  -0.2400034 
## Iteration 15 lambda =  -0.2400413 
## Iteration 16 lambda =  -0.2400602 
## Iteration 17 lambda =  -0.2400697 
## Iteration 18 lambda =  -0.2400744 
## Iteration 19 lambda =  -0.2400768 
## Iteration 20 lambda =  -0.2400779 
## Iteration 21 lambda =  -0.2400785 
## Iteration 22 lambda =  -0.2400788 
## Iteration 23 lambda =  -0.240079 
## Iteration 24 lambda =  -0.2400791 
## Iteration 1 lambda =  0.3015117 
## Iteration 2 lambda =  -0.04773249 
## Iteration 3 lambda =  -0.2223546 
## Iteration 4 lambda =  -0.3096656 
## Iteration 5 lambda =  -0.3533211 
## Iteration 6 lambda =  -0.3751489 
## Iteration 7 lambda =  -0.3860628 
## Iteration 8 lambda =  -0.3915197 
## Iteration 9 lambda =  -0.3942482 
## Iteration 10 lambda =  -0.3956124 
## Iteration 11 lambda =  -0.3962945 
## Iteration 12 lambda =  -0.3966356 
## Iteration 13 lambda =  -0.3968061 
## Iteration 14 lambda =  -0.3968914 
## Iteration 15 lambda =  -0.396934 
## Iteration 16 lambda =  -0.3969553 
## Iteration 17 lambda =  -0.396966 
## Iteration 18 lambda =  -0.3969713 
## Iteration 19 lambda =  -0.396974 
## Iteration 20 lambda =  -0.3969753 
## Iteration 21 lambda =  -0.396976 
## Iteration 22 lambda =  -0.3969763 
## Iteration 23 lambda =  -0.3969765 
## Iteration 24 lambda =  -0.3969766 
## Iteration 1 lambda =  0.3797957 
## Iteration 2 lambda =  0.06969353 
## Iteration 3 lambda =  -0.08535755 
## Iteration 4 lambda =  -0.1628831 
## Iteration 5 lambda =  -0.2016459 
## Iteration 6 lambda =  -0.2210272 
## Iteration 7 lambda =  -0.2307179 
## Iteration 8 lambda =  -0.2355633 
## Iteration 9 lambda =  -0.237986 
## Iteration 10 lambda =  -0.2391973 
## Iteration 11 lambda =  -0.239803 
## Iteration 12 lambda =  -0.2401058 
## Iteration 13 lambda =  -0.2402572 
## Iteration 14 lambda =  -0.2403329 
## Iteration 15 lambda =  -0.2403708 
## Iteration 16 lambda =  -0.2403897 
## Iteration 17 lambda =  -0.2403992 
## Iteration 18 lambda =  -0.2404039 
## Iteration 19 lambda =  -0.2404063 
## Iteration 20 lambda =  -0.2404074 
## Iteration 21 lambda =  -0.240408 
## Iteration 22 lambda =  -0.2404083 
## Iteration 23 lambda =  -0.2404085 
## Iteration 24 lambda =  -0.2404086 
## Iteration 1 lambda =  0.2992995 
## Iteration 2 lambda =  -0.0510507 
## Iteration 3 lambda =  -0.2262258 
## Iteration 4 lambda =  -0.3138134 
## Iteration 5 lambda =  -0.3576072 
## Iteration 6 lambda =  -0.379504 
## Iteration 7 lambda =  -0.3904525 
## Iteration 8 lambda =  -0.3959267 
## Iteration 9 lambda =  -0.3986638 
## Iteration 10 lambda =  -0.4000324 
## Iteration 11 lambda =  -0.4007167 
## Iteration 12 lambda =  -0.4010588 
## Iteration 13 lambda =  -0.4012299 
## Iteration 14 lambda =  -0.4013154 
## Iteration 15 lambda =  -0.4013582 
## Iteration 16 lambda =  -0.4013795 
## Iteration 17 lambda =  -0.4013902 
## Iteration 18 lambda =  -0.4013956 
## Iteration 19 lambda =  -0.4013983 
## Iteration 20 lambda =  -0.4013996 
## Iteration 21 lambda =  -0.4014003 
## Iteration 22 lambda =  -0.4014006 
## Iteration 23 lambda =  -0.4014008 
## Iteration 24 lambda =  -0.4014008 
## Iteration 1 lambda =  0.2854089 
## Iteration 2 lambda =  -0.07188672 
## Iteration 3 lambda =  -0.2505345 
## Iteration 4 lambda =  -0.3398584 
## Iteration 5 lambda =  -0.3845204 
## Iteration 6 lambda =  -0.4068513 
## Iteration 7 lambda =  -0.4180168 
## Iteration 8 lambda =  -0.4235996 
## Iteration 9 lambda =  -0.4263909 
## Iteration 10 lambda =  -0.4277866 
## Iteration 11 lambda =  -0.4284845 
## Iteration 12 lambda =  -0.4288334 
## Iteration 13 lambda =  -0.4290078 
## Iteration 14 lambda =  -0.4290951 
## Iteration 15 lambda =  -0.4291387 
## Iteration 16 lambda =  -0.4291605 
## Iteration 17 lambda =  -0.4291714 
## Iteration 18 lambda =  -0.4291768 
## Iteration 19 lambda =  -0.4291796 
## Iteration 20 lambda =  -0.4291809 
## Iteration 21 lambda =  -0.4291816 
## Iteration 22 lambda =  -0.429182 
## Iteration 23 lambda =  -0.4291821 
## Iteration 24 lambda =  -0.4291822 
## Iteration 1 lambda =  0.2740985 
## Iteration 2 lambda =  -0.08885232 
## Iteration 3 lambda =  -0.2703277 
## Iteration 4 lambda =  -0.3610654 
## Iteration 5 lambda =  -0.4064343 
## Iteration 6 lambda =  -0.4291187 
## Iteration 7 lambda =  -0.4404609 
## Iteration 8 lambda =  -0.446132 
## Iteration 9 lambda =  -0.4489675 
## Iteration 10 lambda =  -0.4503853 
## Iteration 11 lambda =  -0.4510942 
## Iteration 12 lambda =  -0.4514487 
## Iteration 13 lambda =  -0.4516259 
## Iteration 14 lambda =  -0.4517145 
## Iteration 15 lambda =  -0.4517588 
## Iteration 16 lambda =  -0.4517809 
## Iteration 17 lambda =  -0.451792 
## Iteration 18 lambda =  -0.4517976 
## Iteration 19 lambda =  -0.4518003 
## Iteration 20 lambda =  -0.4518017 
## Iteration 21 lambda =  -0.4518024 
## Iteration 22 lambda =  -0.4518028 
## Iteration 23 lambda =  -0.4518029 
## Iteration 24 lambda =  -0.451803 
## Iteration 1 lambda =  0.3807218 
## Iteration 2 lambda =  0.07108275 
## Iteration 3 lambda =  -0.08373679 
## Iteration 4 lambda =  -0.1611466 
## Iteration 5 lambda =  -0.1998514 
## Iteration 6 lambda =  -0.2192039 
## Iteration 7 lambda =  -0.2288801 
## Iteration 8 lambda =  -0.2337182 
## Iteration 9 lambda =  -0.2361373 
## Iteration 10 lambda =  -0.2373468 
## Iteration 11 lambda =  -0.2379516 
## Iteration 12 lambda =  -0.2382539 
## Iteration 13 lambda =  -0.2384051 
## Iteration 14 lambda =  -0.2384807 
## Iteration 15 lambda =  -0.2385185 
## Iteration 16 lambda =  -0.2385374 
## Iteration 17 lambda =  -0.2385469 
## Iteration 18 lambda =  -0.2385516 
## Iteration 19 lambda =  -0.238554 
## Iteration 20 lambda =  -0.2385551 
## Iteration 21 lambda =  -0.2385557 
## Iteration 22 lambda =  -0.238556 
## Iteration 23 lambda =  -0.2385562 
## Iteration 24 lambda =  -0.2385563 
## Iteration 1 lambda =  0.3142579 
## Iteration 2 lambda =  -0.02861318 
## Iteration 3 lambda =  -0.2000487 
## Iteration 4 lambda =  -0.2857665 
## Iteration 5 lambda =  -0.3286254 
## Iteration 6 lambda =  -0.3500548 
## Iteration 7 lambda =  -0.3607695 
## Iteration 8 lambda =  -0.3661269 
## Iteration 9 lambda =  -0.3688056 
## Iteration 10 lambda =  -0.3701449 
## Iteration 11 lambda =  -0.3708146 
## Iteration 12 lambda =  -0.3711494 
## Iteration 13 lambda =  -0.3713168 
## Iteration 14 lambda =  -0.3714005 
## Iteration 15 lambda =  -0.3714424 
## Iteration 16 lambda =  -0.3714633 
## Iteration 17 lambda =  -0.3714738 
## Iteration 18 lambda =  -0.371479 
## Iteration 19 lambda =  -0.3714816 
## Iteration 20 lambda =  -0.3714829 
## Iteration 21 lambda =  -0.3714836 
## Iteration 22 lambda =  -0.3714839 
## Iteration 23 lambda =  -0.3714841 
## Iteration 24 lambda =  -0.3714842 
## Iteration 1 lambda =  0.3517313 
## Iteration 2 lambda =  0.02759692 
## Iteration 3 lambda =  -0.1344703 
## Iteration 4 lambda =  -0.2155038 
## Iteration 5 lambda =  -0.2560206 
## Iteration 6 lambda =  -0.276279 
## Iteration 7 lambda =  -0.2864082 
## Iteration 8 lambda =  -0.2914728 
## Iteration 9 lambda =  -0.2940051 
## Iteration 10 lambda =  -0.2952713 
## Iteration 11 lambda =  -0.2959044 
## Iteration 12 lambda =  -0.2962209 
## Iteration 13 lambda =  -0.2963792 
## Iteration 14 lambda =  -0.2964583 
## Iteration 15 lambda =  -0.2964979 
## Iteration 16 lambda =  -0.2965177 
## Iteration 17 lambda =  -0.2965275 
## Iteration 18 lambda =  -0.2965325 
## Iteration 19 lambda =  -0.296535 
## Iteration 20 lambda =  -0.2965362 
## Iteration 21 lambda =  -0.2965368 
## Iteration 22 lambda =  -0.2965371 
## Iteration 23 lambda =  -0.2965373 
## Iteration 24 lambda =  -0.2965374 
## Iteration 1 lambda =  0.3336522 
## Iteration 2 lambda =  0.0004783643 
## Iteration 3 lambda =  -0.1661086 
## Iteration 4 lambda =  -0.249402 
## Iteration 5 lambda =  -0.2910488 
## Iteration 6 lambda =  -0.3118721 
## Iteration 7 lambda =  -0.3222838 
## Iteration 8 lambda =  -0.3274897 
## Iteration 9 lambda =  -0.3300926 
## Iteration 10 lambda =  -0.3313941 
## Iteration 11 lambda =  -0.3320448 
## Iteration 12 lambda =  -0.3323701 
## Iteration 13 lambda =  -0.3325328 
## Iteration 14 lambda =  -0.3326142 
## Iteration 15 lambda =  -0.3326548 
## Iteration 16 lambda =  -0.3326752 
## Iteration 17 lambda =  -0.3326853 
## Iteration 18 lambda =  -0.3326904 
## Iteration 19 lambda =  -0.332693 
## Iteration 20 lambda =  -0.3326942 
## Iteration 21 lambda =  -0.3326949 
## Iteration 22 lambda =  -0.3326952 
## Iteration 23 lambda =  -0.3326954 
## Iteration 24 lambda =  -0.3326954 
## Iteration 1 lambda =  0.3178724 
## Iteration 2 lambda =  -0.02319143 
## Iteration 3 lambda =  -0.1937233 
## Iteration 4 lambda =  -0.2789893 
## Iteration 5 lambda =  -0.3216223 
## Iteration 6 lambda =  -0.3429388 
## Iteration 7 lambda =  -0.353597 
## Iteration 8 lambda =  -0.3589261 
## Iteration 9 lambda =  -0.3615907 
## Iteration 10 lambda =  -0.362923 
## Iteration 11 lambda =  -0.3635891 
## Iteration 12 lambda =  -0.3639222 
## Iteration 13 lambda =  -0.3640887 
## Iteration 14 lambda =  -0.364172 
## Iteration 15 lambda =  -0.3642136 
## Iteration 16 lambda =  -0.3642344 
## Iteration 17 lambda =  -0.3642448 
## Iteration 18 lambda =  -0.36425 
## Iteration 19 lambda =  -0.3642526 
## Iteration 20 lambda =  -0.3642539 
## Iteration 21 lambda =  -0.3642546 
## Iteration 22 lambda =  -0.3642549 
## Iteration 23 lambda =  -0.3642551 
## Iteration 24 lambda =  -0.3642552 
## Iteration 1 lambda =  0.3043513 
## Iteration 2 lambda =  -0.04347302 
## Iteration 3 lambda =  -0.2173852 
## Iteration 4 lambda =  -0.3043413 
## Iteration 5 lambda =  -0.3478193 
## Iteration 6 lambda =  -0.3695583 
## Iteration 7 lambda =  -0.3804278 
## Iteration 8 lambda =  -0.3858626 
## Iteration 9 lambda =  -0.38858 
## Iteration 10 lambda =  -0.3899387 
## Iteration 11 lambda =  -0.390618 
## Iteration 12 lambda =  -0.3909577 
## Iteration 13 lambda =  -0.3911275 
## Iteration 14 lambda =  -0.3912124 
## Iteration 15 lambda =  -0.3912549 
## Iteration 16 lambda =  -0.3912761 
## Iteration 17 lambda =  -0.3912867 
## Iteration 18 lambda =  -0.391292 
## Iteration 19 lambda =  -0.3912947 
## Iteration 20 lambda =  -0.391296 
## Iteration 21 lambda =  -0.3912967 
## Iteration 22 lambda =  -0.391297 
## Iteration 23 lambda =  -0.3912972 
## Iteration 24 lambda =  -0.3912973 
## Iteration 1 lambda =  0.3327157 
## Iteration 2 lambda =  -0.0009263901 
## Iteration 3 lambda =  -0.1677475 
## Iteration 4 lambda =  -0.251158 
## Iteration 5 lambda =  -0.2928633 
## Iteration 6 lambda =  -0.3137159 
## Iteration 7 lambda =  -0.3241422 
## Iteration 8 lambda =  -0.3293554 
## Iteration 9 lambda =  -0.3319619 
## Iteration 10 lambda =  -0.3332652 
## Iteration 11 lambda =  -0.3339169 
## Iteration 12 lambda =  -0.3342427 
## Iteration 13 lambda =  -0.3344056 
## Iteration 14 lambda =  -0.3344871 
## Iteration 15 lambda =  -0.3345278 
## Iteration 16 lambda =  -0.3345482 
## Iteration 17 lambda =  -0.3345583 
## Iteration 18 lambda =  -0.3345634 
## Iteration 19 lambda =  -0.334566 
## Iteration 20 lambda =  -0.3345672 
## Iteration 21 lambda =  -0.3345679 
## Iteration 22 lambda =  -0.3345682 
## Iteration 23 lambda =  -0.3345684 
## Iteration 24 lambda =  -0.3345684 
## Iteration 1 lambda =  0.3218965 
## Iteration 2 lambda =  -0.01715523 
## Iteration 3 lambda =  -0.1866811 
## Iteration 4 lambda =  -0.271444 
## Iteration 5 lambda =  -0.3138255 
## Iteration 6 lambda =  -0.3350162 
## Iteration 7 lambda =  -0.3456116 
## Iteration 8 lambda =  -0.3509093 
## Iteration 9 lambda =  -0.3535581 
## Iteration 10 lambda =  -0.3548826 
## Iteration 11 lambda =  -0.3555448 
## Iteration 12 lambda =  -0.3558759 
## Iteration 13 lambda =  -0.3560414 
## Iteration 14 lambda =  -0.3561242 
## Iteration 15 lambda =  -0.3561656 
## Iteration 16 lambda =  -0.3561863 
## Iteration 17 lambda =  -0.3561966 
## Iteration 18 lambda =  -0.3562018 
## Iteration 19 lambda =  -0.3562044 
## Iteration 20 lambda =  -0.3562057 
## Iteration 21 lambda =  -0.3562063 
## Iteration 22 lambda =  -0.3562067 
## Iteration 23 lambda =  -0.3562068 
## Iteration 24 lambda =  -0.3562069 
## Iteration 1 lambda =  0.3818777 
## Iteration 2 lambda =  0.07281651 
## Iteration 3 lambda =  -0.08171408 
## Iteration 4 lambda =  -0.1589794 
## Iteration 5 lambda =  -0.197612 
## Iteration 6 lambda =  -0.2169283 
## Iteration 7 lambda =  -0.2265865 
## Iteration 8 lambda =  -0.2314156 
## Iteration 9 lambda =  -0.2338301 
## Iteration 10 lambda =  -0.2350374 
## Iteration 11 lambda =  -0.235641 
## Iteration 12 lambda =  -0.2359428 
## Iteration 13 lambda =  -0.2360937 
## Iteration 14 lambda =  -0.2361692 
## Iteration 15 lambda =  -0.2362069 
## Iteration 16 lambda =  -0.2362258 
## Iteration 17 lambda =  -0.2362352 
## Iteration 18 lambda =  -0.2362399 
## Iteration 19 lambda =  -0.2362423 
## Iteration 20 lambda =  -0.2362435 
## Iteration 21 lambda =  -0.2362441 
## Iteration 22 lambda =  -0.2362444 
## Iteration 23 lambda =  -0.2362445 
## Iteration 24 lambda =  -0.2362446 
## Iteration 1 lambda =  0.3137045 
## Iteration 2 lambda =  -0.02944321 
## Iteration 3 lambda =  -0.2010171 
## Iteration 4 lambda =  -0.286804 
## Iteration 5 lambda =  -0.3296975 
## Iteration 6 lambda =  -0.3511442 
## Iteration 7 lambda =  -0.3618676 
## Iteration 8 lambda =  -0.3672293 
## Iteration 9 lambda =  -0.3699101 
## Iteration 10 lambda =  -0.3712505 
## Iteration 11 lambda =  -0.3719207 
## Iteration 12 lambda =  -0.3722558 
## Iteration 13 lambda =  -0.3724234 
## Iteration 14 lambda =  -0.3725072 
## Iteration 15 lambda =  -0.3725491 
## Iteration 16 lambda =  -0.37257 
## Iteration 17 lambda =  -0.3725805 
## Iteration 18 lambda =  -0.3725857 
## Iteration 19 lambda =  -0.3725883 
## Iteration 20 lambda =  -0.3725896 
## Iteration 21 lambda =  -0.3725903 
## Iteration 22 lambda =  -0.3725906 
## Iteration 23 lambda =  -0.3725908 
## Iteration 24 lambda =  -0.3725909 
## Iteration 1 lambda =  0.304311 
## Iteration 2 lambda =  -0.04353354 
## Iteration 3 lambda =  -0.2174558 
## Iteration 4 lambda =  -0.3044169 
## Iteration 5 lambda =  -0.3478975 
## Iteration 6 lambda =  -0.3696378 
## Iteration 7 lambda =  -0.3805079 
## Iteration 8 lambda =  -0.385943 
## Iteration 9 lambda =  -0.3886605 
## Iteration 10 lambda =  -0.3900193 
## Iteration 11 lambda =  -0.3906987 
## Iteration 12 lambda =  -0.3910384 
## Iteration 13 lambda =  -0.3912082 
## Iteration 14 lambda =  -0.3912931 
## Iteration 15 lambda =  -0.3913356 
## Iteration 16 lambda =  -0.3913568 
## Iteration 17 lambda =  -0.3913674 
## Iteration 18 lambda =  -0.3913727 
## Iteration 19 lambda =  -0.3913754 
## Iteration 20 lambda =  -0.3913767 
## Iteration 21 lambda =  -0.3913774 
## Iteration 22 lambda =  -0.3913777 
## Iteration 23 lambda =  -0.3913779 
## Iteration 24 lambda =  -0.391378 
## Iteration 1 lambda =  0.3568239 
## Iteration 2 lambda =  0.03523579 
## Iteration 3 lambda =  -0.1255582 
## Iteration 4 lambda =  -0.2059553 
## Iteration 5 lambda =  -0.2461538 
## Iteration 6 lambda =  -0.266253 
## Iteration 7 lambda =  -0.2763027 
## Iteration 8 lambda =  -0.2813275 
## Iteration 9 lambda =  -0.2838399 
## Iteration 10 lambda =  -0.2850961 
## Iteration 11 lambda =  -0.2857242 
## Iteration 12 lambda =  -0.2860382 
## Iteration 13 lambda =  -0.2861953 
## Iteration 14 lambda =  -0.2862738 
## Iteration 15 lambda =  -0.286313 
## Iteration 16 lambda =  -0.2863327 
## Iteration 17 lambda =  -0.2863425 
## Iteration 18 lambda =  -0.2863474 
## Iteration 19 lambda =  -0.2863498 
## Iteration 20 lambda =  -0.2863511 
## Iteration 21 lambda =  -0.2863517 
## Iteration 22 lambda =  -0.286352 
## Iteration 23 lambda =  -0.2863521 
## Iteration 24 lambda =  -0.2863522 
## Iteration 1 lambda =  0.2936363 
## Iteration 2 lambda =  -0.05954553 
## Iteration 3 lambda =  -0.2361365 
## Iteration 4 lambda =  -0.3244319 
## Iteration 5 lambda =  -0.3685796 
## Iteration 6 lambda =  -0.3906535 
## Iteration 7 lambda =  -0.4016904 
## Iteration 8 lambda =  -0.4072089 
## Iteration 9 lambda =  -0.4099681 
## Iteration 10 lambda =  -0.4113478 
## Iteration 11 lambda =  -0.4120376 
## Iteration 12 lambda =  -0.4123825 
## Iteration 13 lambda =  -0.4125549 
## Iteration 14 lambda =  -0.4126412 
## Iteration 15 lambda =  -0.4126843 
## Iteration 16 lambda =  -0.4127058 
## Iteration 17 lambda =  -0.4127166 
## Iteration 18 lambda =  -0.412722 
## Iteration 19 lambda =  -0.4127247 
## Iteration 20 lambda =  -0.412726 
## Iteration 21 lambda =  -0.4127267 
## Iteration 22 lambda =  -0.412727 
## Iteration 23 lambda =  -0.4127272 
## Iteration 24 lambda =  -0.4127273 
## Iteration 1 lambda =  0.3769861 
## Iteration 2 lambda =  0.06547914 
## Iteration 3 lambda =  -0.09027434 
## Iteration 4 lambda =  -0.1681511 
## Iteration 5 lambda =  -0.2070894 
## Iteration 6 lambda =  -0.2265586 
## Iteration 7 lambda =  -0.2362932 
## Iteration 8 lambda =  -0.2411605 
## Iteration 9 lambda =  -0.2435942 
## Iteration 10 lambda =  -0.244811 
## Iteration 11 lambda =  -0.2454194 
## Iteration 12 lambda =  -0.2457236 
## Iteration 13 lambda =  -0.2458757 
## Iteration 14 lambda =  -0.2459518 
## Iteration 15 lambda =  -0.2459898 
## Iteration 16 lambda =  -0.2460088 
## Iteration 17 lambda =  -0.2460183 
## Iteration 18 lambda =  -0.2460231 
## Iteration 19 lambda =  -0.2460254 
## Iteration 20 lambda =  -0.2460266 
## Iteration 21 lambda =  -0.2460272 
## Iteration 22 lambda =  -0.2460275 
## Iteration 23 lambda =  -0.2460277 
## Iteration 24 lambda =  -0.2460277 
## Iteration 1 lambda =  0.3296307 
## Iteration 2 lambda =  -0.005553995 
## Iteration 3 lambda =  -0.1731463 
## Iteration 4 lambda =  -0.2569425 
## Iteration 5 lambda =  -0.2988406 
## Iteration 6 lambda =  -0.3197896 
## Iteration 7 lambda =  -0.3302641 
## Iteration 8 lambda =  -0.3355014 
## Iteration 9 lambda =  -0.33812 
## Iteration 10 lambda =  -0.3394293 
## Iteration 11 lambda =  -0.340084 
## Iteration 12 lambda =  -0.3404113 
## Iteration 13 lambda =  -0.340575 
## Iteration 14 lambda =  -0.3406568 
## Iteration 15 lambda =  -0.3406977 
## Iteration 16 lambda =  -0.3407182 
## Iteration 17 lambda =  -0.3407284 
## Iteration 18 lambda =  -0.3407335 
## Iteration 19 lambda =  -0.3407361 
## Iteration 20 lambda =  -0.3407374 
## Iteration 21 lambda =  -0.340738 
## Iteration 22 lambda =  -0.3407383 
## Iteration 23 lambda =  -0.3407385 
## Iteration 24 lambda =  -0.3407386 
## Iteration 1 lambda =  0.3098901 
## Iteration 2 lambda =  -0.03516488 
## Iteration 3 lambda =  -0.2076924 
## Iteration 4 lambda =  -0.2939561 
## Iteration 5 lambda =  -0.337088 
## Iteration 6 lambda =  -0.3586539 
## Iteration 7 lambda =  -0.3694369 
## Iteration 8 lambda =  -0.3748284 
## Iteration 9 lambda =  -0.3775241 
## Iteration 10 lambda =  -0.378872 
## Iteration 11 lambda =  -0.3795459 
## Iteration 12 lambda =  -0.3798829 
## Iteration 13 lambda =  -0.3800514 
## Iteration 14 lambda =  -0.3801356 
## Iteration 15 lambda =  -0.3801777 
## Iteration 16 lambda =  -0.3801988 
## Iteration 17 lambda =  -0.3802093 
## Iteration 18 lambda =  -0.3802146 
## Iteration 19 lambda =  -0.3802172 
## Iteration 20 lambda =  -0.3802185 
## Iteration 21 lambda =  -0.3802192 
## Iteration 22 lambda =  -0.3802195 
## Iteration 23 lambda =  -0.3802197 
## Iteration 24 lambda =  -0.3802198 
## Iteration 1 lambda =  0.312501 
## Iteration 2 lambda =  -0.03124848 
## Iteration 3 lambda =  -0.2031232 
## Iteration 4 lambda =  -0.2890606 
## Iteration 5 lambda =  -0.3320293 
## Iteration 6 lambda =  -0.3535136 
## Iteration 7 lambda =  -0.3642558 
## Iteration 8 lambda =  -0.3696269 
## Iteration 9 lambda =  -0.3723124 
## Iteration 10 lambda =  -0.3736552 
## Iteration 11 lambda =  -0.3743266 
## Iteration 12 lambda =  -0.3746623 
## Iteration 13 lambda =  -0.3748301 
## Iteration 14 lambda =  -0.374914 
## Iteration 15 lambda =  -0.374956 
## Iteration 16 lambda =  -0.374977 
## Iteration 17 lambda =  -0.3749875 
## Iteration 18 lambda =  -0.3749927 
## Iteration 19 lambda =  -0.3749953 
## Iteration 20 lambda =  -0.3749967 
## Iteration 21 lambda =  -0.3749973 
## Iteration 22 lambda =  -0.3749976 
## Iteration 23 lambda =  -0.3749978 
## Iteration 24 lambda =  -0.3749979 
## Iteration 1 lambda =  0.3449228 
## Iteration 2 lambda =  0.01738416 
## Iteration 3 lambda =  -0.1463851 
## Iteration 4 lambda =  -0.2282698 
## Iteration 5 lambda =  -0.2692121 
## Iteration 6 lambda =  -0.2896833 
## Iteration 7 lambda =  -0.2999189 
## Iteration 8 lambda =  -0.3050367 
## Iteration 9 lambda =  -0.3075956 
## Iteration 10 lambda =  -0.308875 
## Iteration 11 lambda =  -0.3095147 
## Iteration 12 lambda =  -0.3098346 
## Iteration 13 lambda =  -0.3099945 
## Iteration 14 lambda =  -0.3100745 
## Iteration 15 lambda =  -0.3101145 
## Iteration 16 lambda =  -0.3101345 
## Iteration 17 lambda =  -0.3101445 
## Iteration 18 lambda =  -0.3101495 
## Iteration 19 lambda =  -0.310152 
## Iteration 20 lambda =  -0.3101532 
## Iteration 21 lambda =  -0.3101538 
## Iteration 22 lambda =  -0.3101541 
## Iteration 23 lambda =  -0.3101543 
## Iteration 24 lambda =  -0.3101544 
## Iteration 1 lambda =  0.3404556 
## Iteration 2 lambda =  0.01068345 
## Iteration 3 lambda =  -0.1542026 
## Iteration 4 lambda =  -0.2366457 
## Iteration 5 lambda =  -0.2778672 
## Iteration 6 lambda =  -0.298478 
## Iteration 7 lambda =  -0.3087834 
## Iteration 8 lambda =  -0.313936 
## Iteration 9 lambda =  -0.3165124 
## Iteration 10 lambda =  -0.3178006 
## Iteration 11 lambda =  -0.3184446 
## Iteration 12 lambda =  -0.3187667 
## Iteration 13 lambda =  -0.3189277 
## Iteration 14 lambda =  -0.3190082 
## Iteration 15 lambda =  -0.3190485 
## Iteration 16 lambda =  -0.3190686 
## Iteration 17 lambda =  -0.3190787 
## Iteration 18 lambda =  -0.3190837 
## Iteration 19 lambda =  -0.3190862 
## Iteration 20 lambda =  -0.3190875 
## Iteration 21 lambda =  -0.3190881 
## Iteration 22 lambda =  -0.3190884 
## Iteration 23 lambda =  -0.3190886 
## Iteration 24 lambda =  -0.3190887 
## Iteration 1 lambda =  0.3579928 
## Iteration 2 lambda =  0.03698914 
## Iteration 3 lambda =  -0.1235127 
## Iteration 4 lambda =  -0.2037636 
## Iteration 5 lambda =  -0.243889 
## Iteration 6 lambda =  -0.2639518 
## Iteration 7 lambda =  -0.2739831 
## Iteration 8 lambda =  -0.2789988 
## Iteration 9 lambda =  -0.2815066 
## Iteration 10 lambda =  -0.2827606 
## Iteration 11 lambda =  -0.2833875 
## Iteration 12 lambda =  -0.283701 
## Iteration 13 lambda =  -0.2838577 
## Iteration 14 lambda =  -0.2839361 
## Iteration 15 lambda =  -0.2839753 
## Iteration 16 lambda =  -0.2839949 
## Iteration 17 lambda =  -0.2840047 
## Iteration 18 lambda =  -0.2840096 
## Iteration 19 lambda =  -0.284012 
## Iteration 20 lambda =  -0.2840133 
## Iteration 21 lambda =  -0.2840139 
## Iteration 22 lambda =  -0.2840142 
## Iteration 23 lambda =  -0.2840143 
## Iteration 24 lambda =  -0.2840144 
## Iteration 1 lambda =  0.295426 
## Iteration 2 lambda =  -0.05686097 
## Iteration 3 lambda =  -0.2330045 
## Iteration 4 lambda =  -0.3210762 
## Iteration 5 lambda =  -0.3651121 
## Iteration 6 lambda =  -0.38713 
## Iteration 7 lambda =  -0.398139 
## Iteration 8 lambda =  -0.4036435 
## Iteration 9 lambda =  -0.4063957 
## Iteration 10 lambda =  -0.4077718 
## Iteration 11 lambda =  -0.4084599 
## Iteration 12 lambda =  -0.4088039 
## Iteration 13 lambda =  -0.4089759 
## Iteration 14 lambda =  -0.409062 
## Iteration 15 lambda =  -0.409105 
## Iteration 16 lambda =  -0.4091265 
## Iteration 17 lambda =  -0.4091372 
## Iteration 18 lambda =  -0.4091426 
## Iteration 19 lambda =  -0.4091453 
## Iteration 20 lambda =  -0.4091466 
## Iteration 21 lambda =  -0.4091473 
## Iteration 22 lambda =  -0.4091476 
## Iteration 23 lambda =  -0.4091478 
## Iteration 24 lambda =  -0.4091479 
## Iteration 1 lambda =  0.3068021 
## Iteration 2 lambda =  -0.03979684 
## Iteration 3 lambda =  -0.2130963 
## Iteration 4 lambda =  -0.299746 
## Iteration 5 lambda =  -0.3430709 
## Iteration 6 lambda =  -0.3647333 
## Iteration 7 lambda =  -0.3755646 
## Iteration 8 lambda =  -0.3809802 
## Iteration 9 lambda =  -0.383688 
## Iteration 10 lambda =  -0.3850419 
## Iteration 11 lambda =  -0.3857188 
## Iteration 12 lambda =  -0.3860573 
## Iteration 13 lambda =  -0.3862265 
## Iteration 14 lambda =  -0.3863112 
## Iteration 15 lambda =  -0.3863535 
## Iteration 16 lambda =  -0.3863746 
## Iteration 17 lambda =  -0.3863852 
## Iteration 18 lambda =  -0.3863905 
## Iteration 19 lambda =  -0.3863931 
## Iteration 20 lambda =  -0.3863945 
## Iteration 21 lambda =  -0.3863951 
## Iteration 22 lambda =  -0.3863955 
## Iteration 23 lambda =  -0.3863956 
## Iteration 24 lambda =  -0.3863957 
## Iteration 1 lambda =  0.2463656 
## Iteration 2 lambda =  -0.1304516 
## Iteration 3 lambda =  -0.3188602 
## Iteration 4 lambda =  -0.4130645 
## Iteration 5 lambda =  -0.4601666 
## Iteration 6 lambda =  -0.4837177 
## Iteration 7 lambda =  -0.4954932 
## Iteration 8 lambda =  -0.501381 
## Iteration 9 lambda =  -0.5043249 
## Iteration 10 lambda =  -0.5057968 
## Iteration 11 lambda =  -0.5065328 
## Iteration 12 lambda =  -0.5069008 
## Iteration 13 lambda =  -0.5070848 
## Iteration 14 lambda =  -0.5071768 
## Iteration 15 lambda =  -0.5072228 
## Iteration 16 lambda =  -0.5072458 
## Iteration 17 lambda =  -0.5072573 
## Iteration 18 lambda =  -0.507263 
## Iteration 19 lambda =  -0.5072659 
## Iteration 20 lambda =  -0.5072673 
## Iteration 21 lambda =  -0.507268 
## Iteration 22 lambda =  -0.5072684 
## Iteration 23 lambda =  -0.5072686 
## Iteration 24 lambda =  -0.5072687 
## Iteration 1 lambda =  0.3427314 
## Iteration 2 lambda =  0.01409714 
## Iteration 3 lambda =  -0.15022 
## Iteration 4 lambda =  -0.2323786 
## Iteration 5 lambda =  -0.2734579 
## Iteration 6 lambda =  -0.2939975 
## Iteration 7 lambda =  -0.3042673 
## Iteration 8 lambda =  -0.3094022 
## Iteration 9 lambda =  -0.3119697 
## Iteration 10 lambda =  -0.3132534 
## Iteration 11 lambda =  -0.3138953 
## Iteration 12 lambda =  -0.3142162 
## Iteration 13 lambda =  -0.3143767 
## Iteration 14 lambda =  -0.3144569 
## Iteration 15 lambda =  -0.314497 
## Iteration 16 lambda =  -0.3145171 
## Iteration 17 lambda =  -0.3145271 
## Iteration 18 lambda =  -0.3145321 
## Iteration 19 lambda =  -0.3145346 
## Iteration 20 lambda =  -0.3145359 
## Iteration 21 lambda =  -0.3145365 
## Iteration 22 lambda =  -0.3145368 
## Iteration 23 lambda =  -0.314537 
## Iteration 24 lambda =  -0.3145371 
## Iteration 1 lambda =  0.2836354 
## Iteration 2 lambda =  -0.07454695 
## Iteration 3 lambda =  -0.2536381 
## Iteration 4 lambda =  -0.3431837 
## Iteration 5 lambda =  -0.3879565 
## Iteration 6 lambda =  -0.4103429 
## Iteration 7 lambda =  -0.4215361 
## Iteration 8 lambda =  -0.4271327 
## Iteration 9 lambda =  -0.429931 
## Iteration 10 lambda =  -0.4313301 
## Iteration 11 lambda =  -0.4320297 
## Iteration 12 lambda =  -0.4323795 
## Iteration 13 lambda =  -0.4325544 
## Iteration 14 lambda =  -0.4326418 
## Iteration 15 lambda =  -0.4326855 
## Iteration 16 lambda =  -0.4327074 
## Iteration 17 lambda =  -0.4327183 
## Iteration 18 lambda =  -0.4327238 
## Iteration 19 lambda =  -0.4327265 
## Iteration 20 lambda =  -0.4327279 
## Iteration 21 lambda =  -0.4327286 
## Iteration 22 lambda =  -0.4327289 
## Iteration 23 lambda =  -0.4327291 
## Iteration 24 lambda =  -0.4327292 
## Iteration 1 lambda =  0.3005565 
## Iteration 2 lambda =  -0.04916524 
## Iteration 3 lambda =  -0.2240261 
## Iteration 4 lambda =  -0.3114565 
## Iteration 5 lambda =  -0.3551718 
## Iteration 6 lambda =  -0.3770294 
## Iteration 7 lambda =  -0.3879582 
## Iteration 8 lambda =  -0.3934226 
## Iteration 9 lambda =  -0.3961548 
## Iteration 10 lambda =  -0.3975209 
## Iteration 11 lambda =  -0.3982039 
## Iteration 12 lambda =  -0.3985455 
## Iteration 13 lambda =  -0.3987162 
## Iteration 14 lambda =  -0.3988016 
## Iteration 15 lambda =  -0.3988443 
## Iteration 16 lambda =  -0.3988656 
## Iteration 17 lambda =  -0.3988763 
## Iteration 18 lambda =  -0.3988816 
## Iteration 19 lambda =  -0.3988843 
## Iteration 20 lambda =  -0.3988856 
## Iteration 21 lambda =  -0.3988863 
## Iteration 22 lambda =  -0.3988866 
## Iteration 23 lambda =  -0.3988868 
## Iteration 24 lambda =  -0.3988869 
## Iteration 1 lambda =  0.2244532 
## Iteration 2 lambda =  -0.1633202 
## Iteration 3 lambda =  -0.3572069 
## Iteration 4 lambda =  -0.4541503 
## Iteration 5 lambda =  -0.5026219 
## Iteration 6 lambda =  -0.5268578 
## Iteration 7 lambda =  -0.5389757 
## Iteration 8 lambda =  -0.5450347 
## Iteration 9 lambda =  -0.5480641 
## Iteration 10 lambda =  -0.5495789 
## Iteration 11 lambda =  -0.5503362 
## Iteration 12 lambda =  -0.5507149 
## Iteration 13 lambda =  -0.5509043 
## Iteration 14 lambda =  -0.5509989 
## Iteration 15 lambda =  -0.5510463 
## Iteration 16 lambda =  -0.5510699 
## Iteration 17 lambda =  -0.5510818 
## Iteration 18 lambda =  -0.5510877 
## Iteration 19 lambda =  -0.5510907 
## Iteration 20 lambda =  -0.5510921 
## Iteration 21 lambda =  -0.5510929 
## Iteration 22 lambda =  -0.5510932 
## Iteration 23 lambda =  -0.5510934 
## Iteration 24 lambda =  -0.5510935 
## Iteration 1 lambda =  0.3825736 
## Iteration 2 lambda =  0.07386047 
## Iteration 3 lambda =  -0.08049612 
## Iteration 4 lambda =  -0.1576744 
## Iteration 5 lambda =  -0.1962636 
## Iteration 6 lambda =  -0.2155581 
## Iteration 7 lambda =  -0.2252054 
## Iteration 8 lambda =  -0.2300291 
## Iteration 9 lambda =  -0.2324409 
## Iteration 10 lambda =  -0.2336468 
## Iteration 11 lambda =  -0.2342498 
## Iteration 12 lambda =  -0.2345512 
## Iteration 13 lambda =  -0.234702 
## Iteration 14 lambda =  -0.2347773 
## Iteration 15 lambda =  -0.234815 
## Iteration 16 lambda =  -0.2348339 
## Iteration 17 lambda =  -0.2348433 
## Iteration 18 lambda =  -0.234848 
## Iteration 19 lambda =  -0.2348504 
## Iteration 20 lambda =  -0.2348515 
## Iteration 21 lambda =  -0.2348521 
## Iteration 22 lambda =  -0.2348524 
## Iteration 23 lambda =  -0.2348526 
## Iteration 24 lambda =  -0.2348526 
## Iteration 1 lambda =  0.3247782 
## Iteration 2 lambda =  -0.01283277 
## Iteration 3 lambda =  -0.1816382 
## Iteration 4 lambda =  -0.266041 
## Iteration 5 lambda =  -0.3082423 
## Iteration 6 lambda =  -0.329343 
## Iteration 7 lambda =  -0.3398934 
## Iteration 8 lambda =  -0.3451685 
## Iteration 9 lambda =  -0.3478061 
## Iteration 10 lambda =  -0.3491249 
## Iteration 11 lambda =  -0.3497843 
## Iteration 12 lambda =  -0.350114 
## Iteration 13 lambda =  -0.3502788 
## Iteration 14 lambda =  -0.3503613 
## Iteration 15 lambda =  -0.3504025 
## Iteration 16 lambda =  -0.3504231 
## Iteration 17 lambda =  -0.3504334 
## Iteration 18 lambda =  -0.3504385 
## Iteration 19 lambda =  -0.3504411 
## Iteration 20 lambda =  -0.3504424 
## Iteration 21 lambda =  -0.3504431 
## Iteration 22 lambda =  -0.3504434 
## Iteration 23 lambda =  -0.3504435 
## Iteration 24 lambda =  -0.3504436 
## Iteration 1 lambda =  0.308918 
## Iteration 2 lambda =  -0.03662302 
## Iteration 3 lambda =  -0.2093935 
## Iteration 4 lambda =  -0.2957788 
## Iteration 5 lambda =  -0.3389714 
## Iteration 6 lambda =  -0.3605677 
## Iteration 7 lambda =  -0.3713659 
## Iteration 8 lambda =  -0.376765 
## Iteration 9 lambda =  -0.3794645 
## Iteration 10 lambda =  -0.3808143 
## Iteration 11 lambda =  -0.3814891 
## Iteration 12 lambda =  -0.3818266 
## Iteration 13 lambda =  -0.3819953 
## Iteration 14 lambda =  -0.3820797 
## Iteration 15 lambda =  -0.3821219 
## Iteration 16 lambda =  -0.3821429 
## Iteration 17 lambda =  -0.3821535 
## Iteration 18 lambda =  -0.3821588 
## Iteration 19 lambda =  -0.3821614 
## Iteration 20 lambda =  -0.3821627 
## Iteration 21 lambda =  -0.3821634 
## Iteration 22 lambda =  -0.3821637 
## Iteration 23 lambda =  -0.3821639 
## Iteration 24 lambda =  -0.382164 
## Iteration 1 lambda =  0.3765927 
## Iteration 2 lambda =  0.064889 
## Iteration 3 lambda =  -0.09096283 
## Iteration 4 lambda =  -0.1688887 
## Iteration 5 lambda =  -0.2078517 
## Iteration 6 lambda =  -0.2273332 
## Iteration 7 lambda =  -0.2370739 
## Iteration 8 lambda =  -0.2419443 
## Iteration 9 lambda =  -0.2443795 
## Iteration 10 lambda =  -0.2455971 
## Iteration 11 lambda =  -0.2462059 
## Iteration 12 lambda =  -0.2465103 
## Iteration 13 lambda =  -0.2466625 
## Iteration 14 lambda =  -0.2467386 
## Iteration 15 lambda =  -0.2467766 
## Iteration 16 lambda =  -0.2467956 
## Iteration 17 lambda =  -0.2468051 
## Iteration 18 lambda =  -0.2468099 
## Iteration 19 lambda =  -0.2468123 
## Iteration 20 lambda =  -0.2468135 
## Iteration 21 lambda =  -0.2468141 
## Iteration 22 lambda =  -0.2468144 
## Iteration 23 lambda =  -0.2468145 
## Iteration 24 lambda =  -0.2468146 
## Iteration 1 lambda =  0.2529514 
## Iteration 2 lambda =  -0.1205729 
## Iteration 3 lambda =  -0.307335 
## Iteration 4 lambda =  -0.4007161 
## Iteration 5 lambda =  -0.4474066 
## Iteration 6 lambda =  -0.4707519 
## Iteration 7 lambda =  -0.4824245 
## Iteration 8 lambda =  -0.4882609 
## Iteration 9 lambda =  -0.491179 
## Iteration 10 lambda =  -0.4926381 
## Iteration 11 lambda =  -0.4933676 
## Iteration 12 lambda =  -0.4937324 
## Iteration 13 lambda =  -0.4939148 
## Iteration 14 lambda =  -0.494006 
## Iteration 15 lambda =  -0.4940516 
## Iteration 16 lambda =  -0.4940744 
## Iteration 17 lambda =  -0.4940858 
## Iteration 18 lambda =  -0.4940915 
## Iteration 19 lambda =  -0.4940943 
## Iteration 20 lambda =  -0.4940958 
## Iteration 21 lambda =  -0.4940965 
## Iteration 22 lambda =  -0.4940968 
## Iteration 23 lambda =  -0.494097 
## Iteration 24 lambda =  -0.4940971 
## Iteration 1 lambda =  0.2850937 
## Iteration 2 lambda =  -0.07235943 
## Iteration 3 lambda =  -0.251086 
## Iteration 4 lambda =  -0.3404493 
## Iteration 5 lambda =  -0.3851309 
## Iteration 6 lambda =  -0.4074718 
## Iteration 7 lambda =  -0.4186422 
## Iteration 8 lambda =  -0.4242274 
## Iteration 9 lambda =  -0.42702 
## Iteration 10 lambda =  -0.4284163 
## Iteration 11 lambda =  -0.4291144 
## Iteration 12 lambda =  -0.4294635 
## Iteration 13 lambda =  -0.429638 
## Iteration 14 lambda =  -0.4297253 
## Iteration 15 lambda =  -0.4297689 
## Iteration 16 lambda =  -0.4297908 
## Iteration 17 lambda =  -0.4298017 
## Iteration 18 lambda =  -0.4298071 
## Iteration 19 lambda =  -0.4298099 
## Iteration 20 lambda =  -0.4298112 
## Iteration 21 lambda =  -0.4298119 
## Iteration 22 lambda =  -0.4298122 
## Iteration 23 lambda =  -0.4298124 
## Iteration 24 lambda =  -0.4298125 
## Iteration 1 lambda =  0.2242271 
## Iteration 2 lambda =  -0.1636593 
## Iteration 3 lambda =  -0.3576026 
## Iteration 4 lambda =  -0.4545742 
## Iteration 5 lambda =  -0.50306 
## Iteration 6 lambda =  -0.5273029 
## Iteration 7 lambda =  -0.5394243 
## Iteration 8 lambda =  -0.5454851 
## Iteration 9 lambda =  -0.5485154 
## Iteration 10 lambda =  -0.5500306 
## Iteration 11 lambda =  -0.5507882 
## Iteration 12 lambda =  -0.551167 
## Iteration 13 lambda =  -0.5513564 
## Iteration 14 lambda =  -0.5514511 
## Iteration 15 lambda =  -0.5514984 
## Iteration 16 lambda =  -0.5515221 
## Iteration 17 lambda =  -0.5515339 
## Iteration 18 lambda =  -0.5515399 
## Iteration 19 lambda =  -0.5515428 
## Iteration 20 lambda =  -0.5515443 
## Iteration 21 lambda =  -0.551545 
## Iteration 22 lambda =  -0.5515454 
## Iteration 23 lambda =  -0.5515456 
## Iteration 24 lambda =  -0.5515457 
## Iteration 1 lambda =  0.2998598 
## Iteration 2 lambda =  -0.0502103 
## Iteration 3 lambda =  -0.2252453 
## Iteration 4 lambda =  -0.3127629 
## Iteration 5 lambda =  -0.3565216 
## Iteration 6 lambda =  -0.378401 
## Iteration 7 lambda =  -0.3893407 
## Iteration 8 lambda =  -0.3948106 
## Iteration 9 lambda =  -0.3975455 
## Iteration 10 lambda =  -0.3989129 
## Iteration 11 lambda =  -0.3995967 
## Iteration 12 lambda =  -0.3999385 
## Iteration 13 lambda =  -0.4001095 
## Iteration 14 lambda =  -0.4001949 
## Iteration 15 lambda =  -0.4002377 
## Iteration 16 lambda =  -0.400259 
## Iteration 17 lambda =  -0.4002697 
## Iteration 18 lambda =  -0.4002751 
## Iteration 19 lambda =  -0.4002777 
## Iteration 20 lambda =  -0.4002791 
## Iteration 21 lambda =  -0.4002797 
## Iteration 22 lambda =  -0.4002801 
## Iteration 23 lambda =  -0.4002802 
## Iteration 24 lambda =  -0.4002803 
## Iteration 1 lambda =  0.3050342 
## Iteration 2 lambda =  -0.04244868 
## Iteration 3 lambda =  -0.2161901 
## Iteration 4 lambda =  -0.3030608 
## Iteration 5 lambda =  -0.3464962 
## Iteration 6 lambda =  -0.3682139 
## Iteration 7 lambda =  -0.3790727 
## Iteration 8 lambda =  -0.3845021 
## Iteration 9 lambda =  -0.3872169 
## Iteration 10 lambda =  -0.3885742 
## Iteration 11 lambda =  -0.3892529 
## Iteration 12 lambda =  -0.3895922 
## Iteration 13 lambda =  -0.3897619 
## Iteration 14 lambda =  -0.3898467 
## Iteration 15 lambda =  -0.3898892 
## Iteration 16 lambda =  -0.3899104 
## Iteration 17 lambda =  -0.389921 
## Iteration 18 lambda =  -0.3899263 
## Iteration 19 lambda =  -0.3899289 
## Iteration 20 lambda =  -0.3899302 
## Iteration 21 lambda =  -0.3899309 
## Iteration 22 lambda =  -0.3899312 
## Iteration 23 lambda =  -0.3899314 
## Iteration 24 lambda =  -0.3899315 
## Iteration 1 lambda =  0.2515206 
## Iteration 2 lambda =  -0.122719 
## Iteration 3 lambda =  -0.3098389 
## Iteration 4 lambda =  -0.4033988 
## Iteration 5 lambda =  -0.4501787 
## Iteration 6 lambda =  -0.4735687 
## Iteration 7 lambda =  -0.4852637 
## Iteration 8 lambda =  -0.4911112 
## Iteration 9 lambda =  -0.494035 
## Iteration 10 lambda =  -0.4954968 
## Iteration 11 lambda =  -0.4962278 
## Iteration 12 lambda =  -0.4965932 
## Iteration 13 lambda =  -0.496776 
## Iteration 14 lambda =  -0.4968673 
## Iteration 15 lambda =  -0.496913 
## Iteration 16 lambda =  -0.4969359 
## Iteration 17 lambda =  -0.4969473 
## Iteration 18 lambda =  -0.496953 
## Iteration 19 lambda =  -0.4969559 
## Iteration 20 lambda =  -0.4969573 
## Iteration 21 lambda =  -0.496958 
## Iteration 22 lambda =  -0.4969584 
## Iteration 23 lambda =  -0.4969585 
## Iteration 24 lambda =  -0.4969586 
## Iteration 1 lambda =  0.2590438 
## Iteration 2 lambda =  -0.1114344 
## Iteration 3 lambda =  -0.2966734 
## Iteration 4 lambda =  -0.389293 
## Iteration 5 lambda =  -0.4356027 
## Iteration 6 lambda =  -0.4587576 
## Iteration 7 lambda =  -0.4703351 
## Iteration 8 lambda =  -0.4761238 
## Iteration 9 lambda =  -0.4790181 
## Iteration 10 lambda =  -0.4804653 
## Iteration 11 lambda =  -0.4811889 
## Iteration 12 lambda =  -0.4815507 
## Iteration 13 lambda =  -0.4817316 
## Iteration 14 lambda =  -0.4818221 
## Iteration 15 lambda =  -0.4818673 
## Iteration 16 lambda =  -0.4818899 
## Iteration 17 lambda =  -0.4819012 
## Iteration 18 lambda =  -0.4819068 
## Iteration 19 lambda =  -0.4819097 
## Iteration 20 lambda =  -0.4819111 
## Iteration 21 lambda =  -0.4819118 
## Iteration 22 lambda =  -0.4819121 
## Iteration 23 lambda =  -0.4819123 
## Iteration 24 lambda =  -0.4819124 
## Iteration 1 lambda =  0.3606518 
## Iteration 2 lambda =  0.04097763 
## Iteration 3 lambda =  -0.1188594 
## Iteration 4 lambda =  -0.198778 
## Iteration 5 lambda =  -0.2387372 
## Iteration 6 lambda =  -0.2587169 
## Iteration 7 lambda =  -0.2687067 
## Iteration 8 lambda =  -0.2737016 
## Iteration 9 lambda =  -0.276199 
## Iteration 10 lambda =  -0.2774478 
## Iteration 11 lambda =  -0.2780721 
## Iteration 12 lambda =  -0.2783843 
## Iteration 13 lambda =  -0.2785404 
## Iteration 14 lambda =  -0.2786184 
## Iteration 15 lambda =  -0.2786575 
## Iteration 16 lambda =  -0.278677 
## Iteration 17 lambda =  -0.2786867 
## Iteration 18 lambda =  -0.2786916 
## Iteration 19 lambda =  -0.2786941 
## Iteration 20 lambda =  -0.2786953 
## Iteration 21 lambda =  -0.2786959 
## Iteration 22 lambda =  -0.2786962 
## Iteration 23 lambda =  -0.2786963 
## Iteration 24 lambda =  -0.2786964 
## Iteration 1 lambda =  0.3396567 
## Iteration 2 lambda =  0.009485092 
## Iteration 3 lambda =  -0.1556007 
## Iteration 4 lambda =  -0.2381436 
## Iteration 5 lambda =  -0.2794151 
## Iteration 6 lambda =  -0.3000508 
## Iteration 7 lambda =  -0.3103687 
## Iteration 8 lambda =  -0.3155276 
## Iteration 9 lambda =  -0.3181071 
## Iteration 10 lambda =  -0.3193968 
## Iteration 11 lambda =  -0.3200417 
## Iteration 12 lambda =  -0.3203641 
## Iteration 13 lambda =  -0.3205253 
## Iteration 14 lambda =  -0.3206059 
## Iteration 15 lambda =  -0.3206462 
## Iteration 16 lambda =  -0.3206664 
## Iteration 17 lambda =  -0.3206765 
## Iteration 18 lambda =  -0.3206815 
## Iteration 19 lambda =  -0.320684 
## Iteration 20 lambda =  -0.3206853 
## Iteration 21 lambda =  -0.3206859 
## Iteration 22 lambda =  -0.3206862 
## Iteration 23 lambda =  -0.3206864 
## Iteration 24 lambda =  -0.3206865 
## Iteration 1 lambda =  0.2544221 
## Iteration 2 lambda =  -0.1183668 
## Iteration 3 lambda =  -0.3047613 
## Iteration 4 lambda =  -0.3979586 
## Iteration 5 lambda =  -0.4445572 
## Iteration 6 lambda =  -0.4678565 
## Iteration 7 lambda =  -0.4795061 
## Iteration 8 lambda =  -0.485331 
## Iteration 9 lambda =  -0.4882434 
## Iteration 10 lambda =  -0.4896996 
## Iteration 11 lambda =  -0.4904277 
## Iteration 12 lambda =  -0.4907917 
## Iteration 13 lambda =  -0.4909738 
## Iteration 14 lambda =  -0.4910648 
## Iteration 15 lambda =  -0.4911103 
## Iteration 16 lambda =  -0.491133 
## Iteration 17 lambda =  -0.4911444 
## Iteration 18 lambda =  -0.4911501 
## Iteration 19 lambda =  -0.491153 
## Iteration 20 lambda =  -0.4911544 
## Iteration 21 lambda =  -0.4911551 
## Iteration 22 lambda =  -0.4911554 
## Iteration 23 lambda =  -0.4911556 
## Iteration 24 lambda =  -0.4911557 
## Iteration 1 lambda =  0.3210279 
## Iteration 2 lambda =  -0.0184582 
## Iteration 3 lambda =  -0.1882012 
## Iteration 4 lambda =  -0.2730727 
## Iteration 5 lambda =  -0.3155085 
## Iteration 6 lambda =  -0.3367264 
## Iteration 7 lambda =  -0.3473353 
## Iteration 8 lambda =  -0.3526398 
## Iteration 9 lambda =  -0.355292 
## Iteration 10 lambda =  -0.3566181 
## Iteration 11 lambda =  -0.3572812 
## Iteration 12 lambda =  -0.3576127 
## Iteration 13 lambda =  -0.3577785 
## Iteration 14 lambda =  -0.3578614 
## Iteration 15 lambda =  -0.3579028 
## Iteration 16 lambda =  -0.3579235 
## Iteration 17 lambda =  -0.3579339 
## Iteration 18 lambda =  -0.3579391 
## Iteration 19 lambda =  -0.3579417 
## Iteration 20 lambda =  -0.357943 
## Iteration 21 lambda =  -0.3579436 
## Iteration 22 lambda =  -0.3579439 
## Iteration 23 lambda =  -0.3579441 
## Iteration 24 lambda =  -0.3579442 
## Iteration 1 lambda =  0.2610025 
## Iteration 2 lambda =  -0.1084963 
## Iteration 3 lambda =  -0.2932457 
## Iteration 4 lambda =  -0.3856204 
## Iteration 5 lambda =  -0.4318077 
## Iteration 6 lambda =  -0.4549014 
## Iteration 7 lambda =  -0.4664482 
## Iteration 8 lambda =  -0.4722216 
## Iteration 9 lambda =  -0.4751084 
## Iteration 10 lambda =  -0.4765517 
## Iteration 11 lambda =  -0.4772734 
## Iteration 12 lambda =  -0.4776342 
## Iteration 13 lambda =  -0.4778146 
## Iteration 14 lambda =  -0.4779049 
## Iteration 15 lambda =  -0.47795 
## Iteration 16 lambda =  -0.4779725 
## Iteration 17 lambda =  -0.4779838 
## Iteration 18 lambda =  -0.4779894 
## Iteration 19 lambda =  -0.4779922 
## Iteration 20 lambda =  -0.4779937 
## Iteration 21 lambda =  -0.4779944 
## Iteration 22 lambda =  -0.4779947 
## Iteration 23 lambda =  -0.4779949 
## Iteration 24 lambda =  -0.477995 
## Iteration 1 lambda =  0.3353774 
## Iteration 2 lambda =  0.003066028 
## Iteration 3 lambda =  -0.1630896 
## Iteration 4 lambda =  -0.2461675 
## Iteration 5 lambda =  -0.2877064 
## Iteration 6 lambda =  -0.3084758 
## Iteration 7 lambda =  -0.3188606 
## Iteration 8 lambda =  -0.3240529 
## Iteration 9 lambda =  -0.3266491 
## Iteration 10 lambda =  -0.3279472 
## Iteration 11 lambda =  -0.3285963 
## Iteration 12 lambda =  -0.3289208 
## Iteration 13 lambda =  -0.329083 
## Iteration 14 lambda =  -0.3291642 
## Iteration 15 lambda =  -0.3292047 
## Iteration 16 lambda =  -0.329225 
## Iteration 17 lambda =  -0.3292352 
## Iteration 18 lambda =  -0.3292402 
## Iteration 19 lambda =  -0.3292428 
## Iteration 20 lambda =  -0.329244 
## Iteration 21 lambda =  -0.3292447 
## Iteration 22 lambda =  -0.329245 
## Iteration 23 lambda =  -0.3292451 
## Iteration 24 lambda =  -0.3292452 
## Iteration 1 lambda =  0.2935588 
## Iteration 2 lambda =  -0.05966177 
## Iteration 3 lambda =  -0.2362721 
## Iteration 4 lambda =  -0.3245772 
## Iteration 5 lambda =  -0.3687298 
## Iteration 6 lambda =  -0.3908061 
## Iteration 7 lambda =  -0.4018442 
## Iteration 8 lambda =  -0.4073633 
## Iteration 9 lambda =  -0.4101228 
## Iteration 10 lambda =  -0.4115026 
## Iteration 11 lambda =  -0.4121925 
## Iteration 12 lambda =  -0.4125374 
## Iteration 13 lambda =  -0.4127099 
## Iteration 14 lambda =  -0.4127961 
## Iteration 15 lambda =  -0.4128392 
## Iteration 16 lambda =  -0.4128608 
## Iteration 17 lambda =  -0.4128716 
## Iteration 18 lambda =  -0.412877 
## Iteration 19 lambda =  -0.4128797 
## Iteration 20 lambda =  -0.412881 
## Iteration 21 lambda =  -0.4128817 
## Iteration 22 lambda =  -0.412882 
## Iteration 23 lambda =  -0.4128822 
## Iteration 24 lambda =  -0.4128823 
## Iteration 1 lambda =  0.302514 
## Iteration 2 lambda =  -0.04622904 
## Iteration 3 lambda =  -0.2206005 
## Iteration 4 lambda =  -0.3077863 
## Iteration 5 lambda =  -0.3513792 
## Iteration 6 lambda =  -0.3731756 
## Iteration 7 lambda =  -0.3840738 
## Iteration 8 lambda =  -0.3895229 
## Iteration 9 lambda =  -0.3922475 
## Iteration 10 lambda =  -0.3936098 
## Iteration 11 lambda =  -0.3942909 
## Iteration 12 lambda =  -0.3946315 
## Iteration 13 lambda =  -0.3948018 
## Iteration 14 lambda =  -0.3948869 
## Iteration 15 lambda =  -0.3949295 
## Iteration 16 lambda =  -0.3949508 
## Iteration 17 lambda =  -0.3949614 
## Iteration 18 lambda =  -0.3949667 
## Iteration 19 lambda =  -0.3949694 
## Iteration 20 lambda =  -0.3949707 
## Iteration 21 lambda =  -0.3949714 
## Iteration 22 lambda =  -0.3949717 
## Iteration 23 lambda =  -0.3949719 
## Iteration 24 lambda =  -0.394972 
## Iteration 1 lambda =  0.2679978 
## Iteration 2 lambda =  -0.09800334 
## Iteration 3 lambda =  -0.2810039 
## Iteration 4 lambda =  -0.3725042 
## Iteration 5 lambda =  -0.4182543 
## Iteration 6 lambda =  -0.4411294 
## Iteration 7 lambda =  -0.4525669 
## Iteration 8 lambda =  -0.4582857 
## Iteration 9 lambda =  -0.4611451 
## Iteration 10 lambda =  -0.4625748 
## Iteration 11 lambda =  -0.4632896 
## Iteration 12 lambda =  -0.463647 
## Iteration 13 lambda =  -0.4638257 
## Iteration 14 lambda =  -0.4639151 
## Iteration 15 lambda =  -0.4639598 
## Iteration 16 lambda =  -0.4639821 
## Iteration 17 lambda =  -0.4639933 
## Iteration 18 lambda =  -0.4639989 
## Iteration 19 lambda =  -0.4640017 
## Iteration 20 lambda =  -0.4640031 
## Iteration 21 lambda =  -0.4640038 
## Iteration 22 lambda =  -0.4640041 
## Iteration 23 lambda =  -0.4640043 
## Iteration 24 lambda =  -0.4640044 
## Iteration 1 lambda =  0.2968455 
## Iteration 2 lambda =  -0.05473172 
## Iteration 3 lambda =  -0.2305203 
## Iteration 4 lambda =  -0.3184146 
## Iteration 5 lambda =  -0.3623618 
## Iteration 6 lambda =  -0.3843354 
## Iteration 7 lambda =  -0.3953222 
## Iteration 8 lambda =  -0.4008156 
## Iteration 9 lambda =  -0.4035623 
## Iteration 10 lambda =  -0.4049356 
## Iteration 11 lambda =  -0.4056223 
## Iteration 12 lambda =  -0.4059656 
## Iteration 13 lambda =  -0.4061373 
## Iteration 14 lambda =  -0.4062231 
## Iteration 15 lambda =  -0.406266 
## Iteration 16 lambda =  -0.4062875 
## Iteration 17 lambda =  -0.4062982 
## Iteration 18 lambda =  -0.4063036 
## Iteration 19 lambda =  -0.4063063 
## Iteration 20 lambda =  -0.4063076 
## Iteration 21 lambda =  -0.4063083 
## Iteration 22 lambda =  -0.4063086 
## Iteration 23 lambda =  -0.4063088 
## Iteration 24 lambda =  -0.4063089 
## Iteration 1 lambda =  0.3808001 
## Iteration 2 lambda =  0.07120009 
## Iteration 3 lambda =  -0.0835999 
## Iteration 4 lambda =  -0.1609999 
## Iteration 5 lambda =  -0.1996999 
## Iteration 6 lambda =  -0.2190499 
## Iteration 7 lambda =  -0.2287249 
## Iteration 8 lambda =  -0.2335624 
## Iteration 9 lambda =  -0.2359811 
## Iteration 10 lambda =  -0.2371905 
## Iteration 11 lambda =  -0.2377952 
## Iteration 12 lambda =  -0.2380975 
## Iteration 13 lambda =  -0.2382487 
## Iteration 14 lambda =  -0.2383243 
## Iteration 15 lambda =  -0.2383621 
## Iteration 16 lambda =  -0.238381 
## Iteration 17 lambda =  -0.2383904 
## Iteration 18 lambda =  -0.2383952 
## Iteration 19 lambda =  -0.2383975 
## Iteration 20 lambda =  -0.2383987 
## Iteration 21 lambda =  -0.2383993 
## Iteration 22 lambda =  -0.2383996 
## Iteration 23 lambda =  -0.2383997 
## Iteration 24 lambda =  -0.2383998 
## Iteration 1 lambda =  0.3562699 
## Iteration 2 lambda =  0.0344048 
## Iteration 3 lambda =  -0.1265277 
## Iteration 4 lambda =  -0.206994 
## Iteration 5 lambda =  -0.2472271 
## Iteration 6 lambda =  -0.2673437 
## Iteration 7 lambda =  -0.277402 
## Iteration 8 lambda =  -0.2824311 
## Iteration 9 lambda =  -0.2849457 
## Iteration 10 lambda =  -0.286203 
## Iteration 11 lambda =  -0.2868316 
## Iteration 12 lambda =  -0.2871459 
## Iteration 13 lambda =  -0.2873031 
## Iteration 14 lambda =  -0.2873817 
## Iteration 15 lambda =  -0.287421 
## Iteration 16 lambda =  -0.2874406 
## Iteration 17 lambda =  -0.2874504 
## Iteration 18 lambda =  -0.2874554 
## Iteration 19 lambda =  -0.2874578 
## Iteration 20 lambda =  -0.287459 
## Iteration 21 lambda =  -0.2874597 
## Iteration 22 lambda =  -0.28746 
## Iteration 23 lambda =  -0.2874601 
## Iteration 24 lambda =  -0.2874602 
## Iteration 1 lambda =  0.2645503 
## Iteration 2 lambda =  -0.1031745 
## Iteration 3 lambda =  -0.2870369 
## Iteration 4 lambda =  -0.3789681 
## Iteration 5 lambda =  -0.4249337 
## Iteration 6 lambda =  -0.4479165 
## Iteration 7 lambda =  -0.4594079 
## Iteration 8 lambda =  -0.4651536 
## Iteration 9 lambda =  -0.4680265 
## Iteration 10 lambda =  -0.4694629 
## Iteration 11 lambda =  -0.4701811 
## Iteration 12 lambda =  -0.4705402 
## Iteration 13 lambda =  -0.4707198 
## Iteration 14 lambda =  -0.4708096 
## Iteration 15 lambda =  -0.4708545 
## Iteration 16 lambda =  -0.4708769 
## Iteration 17 lambda =  -0.4708881 
## Iteration 18 lambda =  -0.4708937 
## Iteration 19 lambda =  -0.4708965 
## Iteration 20 lambda =  -0.4708979 
## Iteration 21 lambda =  -0.4708986 
## Iteration 22 lambda =  -0.470899 
## Iteration 23 lambda =  -0.4708992 
## Iteration 24 lambda =  -0.4708993 
## Iteration 1 lambda =  0.3219353 
## Iteration 2 lambda =  -0.01709704 
## Iteration 3 lambda =  -0.1866132 
## Iteration 4 lambda =  -0.2713713 
## Iteration 5 lambda =  -0.3137503 
## Iteration 6 lambda =  -0.3349399 
## Iteration 7 lambda =  -0.3455346 
## Iteration 8 lambda =  -0.350832 
## Iteration 9 lambda =  -0.3534807 
## Iteration 10 lambda =  -0.354805 
## Iteration 11 lambda =  -0.3554672 
## Iteration 12 lambda =  -0.3557983 
## Iteration 13 lambda =  -0.3559638 
## Iteration 14 lambda =  -0.3560466 
## Iteration 15 lambda =  -0.356088 
## Iteration 16 lambda =  -0.3561087 
## Iteration 17 lambda =  -0.356119 
## Iteration 18 lambda =  -0.3561242 
## Iteration 19 lambda =  -0.3561268 
## Iteration 20 lambda =  -0.3561281 
## Iteration 21 lambda =  -0.3561287 
## Iteration 22 lambda =  -0.3561291 
## Iteration 23 lambda =  -0.3561292 
## Iteration 24 lambda =  -0.3561293 
## Iteration 1 lambda =  0.3107901 
## Iteration 2 lambda =  -0.0338148 
## Iteration 3 lambda =  -0.2061173 
## Iteration 4 lambda =  -0.2922685 
## Iteration 5 lambda =  -0.3353441 
## Iteration 6 lambda =  -0.3568819 
## Iteration 7 lambda =  -0.3676508 
## Iteration 8 lambda =  -0.3730353 
## Iteration 9 lambda =  -0.3757275 
## Iteration 10 lambda =  -0.3770736 
## Iteration 11 lambda =  -0.3777467 
## Iteration 12 lambda =  -0.3780832 
## Iteration 13 lambda =  -0.3782515 
## Iteration 14 lambda =  -0.3783356 
## Iteration 15 lambda =  -0.3783777 
## Iteration 16 lambda =  -0.3783987 
## Iteration 17 lambda =  -0.3784092 
## Iteration 18 lambda =  -0.3784145 
## Iteration 19 lambda =  -0.3784171 
## Iteration 20 lambda =  -0.3784184 
## Iteration 21 lambda =  -0.3784191 
## Iteration 22 lambda =  -0.3784194 
## Iteration 23 lambda =  -0.3784196 
## Iteration 24 lambda =  -0.3784196 
## Iteration 1 lambda =  0.2639813 
## Iteration 2 lambda =  -0.1040281 
## Iteration 3 lambda =  -0.2880327 
## Iteration 4 lambda =  -0.3800351 
## Iteration 5 lambda =  -0.4260363 
## Iteration 6 lambda =  -0.4490368 
## Iteration 7 lambda =  -0.4605371 
## Iteration 8 lambda =  -0.4662873 
## Iteration 9 lambda =  -0.4691624 
## Iteration 10 lambda =  -0.4705999 
## Iteration 11 lambda =  -0.4713187 
## Iteration 12 lambda =  -0.471678 
## Iteration 13 lambda =  -0.4718577 
## Iteration 14 lambda =  -0.4719476 
## Iteration 15 lambda =  -0.4719925 
## Iteration 16 lambda =  -0.472015 
## Iteration 17 lambda =  -0.4720262 
## Iteration 18 lambda =  -0.4720318 
## Iteration 19 lambda =  -0.4720346 
## Iteration 20 lambda =  -0.472036 
## Iteration 21 lambda =  -0.4720367 
## Iteration 22 lambda =  -0.4720371 
## Iteration 23 lambda =  -0.4720372 
## Iteration 24 lambda =  -0.4720373 
## Iteration 1 lambda =  0.1135136 
## Iteration 2 lambda =  -0.3297296 
## Iteration 3 lambda =  -0.5513512 
## Iteration 4 lambda =  -0.662162 
## Iteration 5 lambda =  -0.7175674 
## Iteration 6 lambda =  -0.7452701 
## Iteration 7 lambda =  -0.7591214 
## Iteration 8 lambda =  -0.7660471 
## Iteration 9 lambda =  -0.7695099 
## Iteration 10 lambda =  -0.7712413 
## Iteration 11 lambda =  -0.772107 
## Iteration 12 lambda =  -0.7725399 
## Iteration 13 lambda =  -0.7727563 
## Iteration 14 lambda =  -0.7728645 
## Iteration 15 lambda =  -0.7729186 
## Iteration 16 lambda =  -0.7729457 
## Iteration 17 lambda =  -0.7729592 
## Iteration 18 lambda =  -0.772966 
## Iteration 19 lambda =  -0.7729694 
## Iteration 20 lambda =  -0.7729711 
## Iteration 21 lambda =  -0.7729719 
## Iteration 22 lambda =  -0.7729723 
## Iteration 23 lambda =  -0.7729725 
## Iteration 24 lambda =  -0.7729726 
## Iteration 25 lambda =  -0.7729727 
## Iteration 1 lambda =  0.3220014 
## Iteration 2 lambda =  -0.01699789 
## Iteration 3 lambda =  -0.1864975 
## Iteration 4 lambda =  -0.2712474 
## Iteration 5 lambda =  -0.3136223 
## Iteration 6 lambda =  -0.3348097 
## Iteration 7 lambda =  -0.3454035 
## Iteration 8 lambda =  -0.3507003 
## Iteration 9 lambda =  -0.3533487 
## Iteration 10 lambda =  -0.354673 
## Iteration 11 lambda =  -0.3553351 
## Iteration 12 lambda =  -0.3556661 
## Iteration 13 lambda =  -0.3558317 
## Iteration 14 lambda =  -0.3559144 
## Iteration 15 lambda =  -0.3559558 
## Iteration 16 lambda =  -0.3559765 
## Iteration 17 lambda =  -0.3559868 
## Iteration 18 lambda =  -0.355992 
## Iteration 19 lambda =  -0.3559946 
## Iteration 20 lambda =  -0.3559959 
## Iteration 21 lambda =  -0.3559965 
## Iteration 22 lambda =  -0.3559969 
## Iteration 23 lambda =  -0.355997 
## Iteration 24 lambda =  -0.3559971 
## Iteration 1 lambda =  0.309765 
## Iteration 2 lambda =  -0.03535244 
## Iteration 3 lambda =  -0.2079112 
## Iteration 4 lambda =  -0.2941905 
## Iteration 5 lambda =  -0.3373302 
## Iteration 6 lambda =  -0.3589001 
## Iteration 7 lambda =  -0.369685 
## Iteration 8 lambda =  -0.3750775 
## Iteration 9 lambda =  -0.3777737 
## Iteration 10 lambda =  -0.3791218 
## Iteration 11 lambda =  -0.3797959 
## Iteration 12 lambda =  -0.3801329 
## Iteration 13 lambda =  -0.3803014 
## Iteration 14 lambda =  -0.3803857 
## Iteration 15 lambda =  -0.3804278 
## Iteration 16 lambda =  -0.3804489 
## Iteration 17 lambda =  -0.3804594 
## Iteration 18 lambda =  -0.3804647 
## Iteration 19 lambda =  -0.3804673 
## Iteration 20 lambda =  -0.3804686 
## Iteration 21 lambda =  -0.3804693 
## Iteration 22 lambda =  -0.3804696 
## Iteration 23 lambda =  -0.3804698 
## Iteration 24 lambda =  -0.3804698 
## Iteration 1 lambda =  0.2510018 
## Iteration 2 lambda =  -0.1234973 
## Iteration 3 lambda =  -0.3107468 
## Iteration 4 lambda =  -0.4043716 
## Iteration 5 lambda =  -0.4511839 
## Iteration 6 lambda =  -0.4745901 
## Iteration 7 lambda =  -0.4862932 
## Iteration 8 lambda =  -0.4921448 
## Iteration 9 lambda =  -0.4950706 
## Iteration 10 lambda =  -0.4965334 
## Iteration 11 lambda =  -0.4972649 
## Iteration 12 lambda =  -0.4976306 
## Iteration 13 lambda =  -0.4978135 
## Iteration 14 lambda =  -0.4979049 
## Iteration 15 lambda =  -0.4979506 
## Iteration 16 lambda =  -0.4979735 
## Iteration 17 lambda =  -0.4979849 
## Iteration 18 lambda =  -0.4979906 
## Iteration 19 lambda =  -0.4979935 
## Iteration 20 lambda =  -0.4979949 
## Iteration 21 lambda =  -0.4979956 
## Iteration 22 lambda =  -0.497996 
## Iteration 23 lambda =  -0.4979962 
## Iteration 24 lambda =  -0.4979962 
## Iteration 1 lambda =  0.3520413 
## Iteration 2 lambda =  0.028062 
## Iteration 3 lambda =  -0.1339277 
## Iteration 4 lambda =  -0.2149225 
## Iteration 5 lambda =  -0.2554199 
## Iteration 6 lambda =  -0.2756686 
## Iteration 7 lambda =  -0.285793 
## Iteration 8 lambda =  -0.2908552 
## Iteration 9 lambda =  -0.2933863 
## Iteration 10 lambda =  -0.2946518 
## Iteration 11 lambda =  -0.2952846 
## Iteration 12 lambda =  -0.295601 
## Iteration 13 lambda =  -0.2957591 
## Iteration 14 lambda =  -0.2958382 
## Iteration 15 lambda =  -0.2958778 
## Iteration 16 lambda =  -0.2958976 
## Iteration 17 lambda =  -0.2959075 
## Iteration 18 lambda =  -0.2959124 
## Iteration 19 lambda =  -0.2959149 
## Iteration 20 lambda =  -0.2959161 
## Iteration 21 lambda =  -0.2959167 
## Iteration 22 lambda =  -0.295917 
## Iteration 23 lambda =  -0.2959172 
## Iteration 24 lambda =  -0.2959173 
## Iteration 1 lambda =  0.3238158 
## Iteration 2 lambda =  -0.01427637 
## Iteration 3 lambda =  -0.1833224 
## Iteration 4 lambda =  -0.2678455 
## Iteration 5 lambda =  -0.310107 
## Iteration 6 lambda =  -0.3312377 
## Iteration 7 lambda =  -0.3418031 
## Iteration 8 lambda =  -0.3470858 
## Iteration 9 lambda =  -0.3497271 
## Iteration 10 lambda =  -0.3510478 
## Iteration 11 lambda =  -0.3517082 
## Iteration 12 lambda =  -0.3520383 
## Iteration 13 lambda =  -0.3522034 
## Iteration 14 lambda =  -0.352286 
## Iteration 15 lambda =  -0.3523272 
## Iteration 16 lambda =  -0.3523479 
## Iteration 17 lambda =  -0.3523582 
## Iteration 18 lambda =  -0.3523633 
## Iteration 19 lambda =  -0.3523659 
## Iteration 20 lambda =  -0.3523672 
## Iteration 21 lambda =  -0.3523678 
## Iteration 22 lambda =  -0.3523682 
## Iteration 23 lambda =  -0.3523683 
## Iteration 24 lambda =  -0.3523684 
## Iteration 1 lambda =  0.3065093 
## Iteration 2 lambda =  -0.04023598 
## Iteration 3 lambda =  -0.2136086 
## Iteration 4 lambda =  -0.300295 
## Iteration 5 lambda =  -0.3436381 
## Iteration 6 lambda =  -0.3653097 
## Iteration 7 lambda =  -0.3761455 
## Iteration 8 lambda =  -0.3815634 
## Iteration 9 lambda =  -0.3842724 
## Iteration 10 lambda =  -0.3856268 
## Iteration 11 lambda =  -0.3863041 
## Iteration 12 lambda =  -0.3866427 
## Iteration 13 lambda =  -0.386812 
## Iteration 14 lambda =  -0.3868967 
## Iteration 15 lambda =  -0.386939 
## Iteration 16 lambda =  -0.3869601 
## Iteration 17 lambda =  -0.3869707 
## Iteration 18 lambda =  -0.386976 
## Iteration 19 lambda =  -0.3869787 
## Iteration 20 lambda =  -0.38698 
## Iteration 21 lambda =  -0.3869806 
## Iteration 22 lambda =  -0.386981 
## Iteration 23 lambda =  -0.3869811 
## Iteration 24 lambda =  -0.3869812 
## Iteration 1 lambda =  0.2151494 
## Iteration 2 lambda =  -0.1772759 
## Iteration 3 lambda =  -0.3734885 
## Iteration 4 lambda =  -0.4715948 
## Iteration 5 lambda =  -0.520648 
## Iteration 6 lambda =  -0.5451746 
## Iteration 7 lambda =  -0.5574379 
## Iteration 8 lambda =  -0.5635695 
## Iteration 9 lambda =  -0.5666353 
## Iteration 10 lambda =  -0.5681683 
## Iteration 11 lambda =  -0.5689347 
## Iteration 12 lambda =  -0.5693179 
## Iteration 13 lambda =  -0.5695096 
## Iteration 14 lambda =  -0.5696054 
## Iteration 15 lambda =  -0.5696533 
## Iteration 16 lambda =  -0.5696772 
## Iteration 17 lambda =  -0.5696892 
## Iteration 18 lambda =  -0.5696952 
## Iteration 19 lambda =  -0.5696982 
## Iteration 20 lambda =  -0.5696997 
## Iteration 21 lambda =  -0.5697004 
## Iteration 22 lambda =  -0.5697008 
## Iteration 23 lambda =  -0.569701 
## Iteration 24 lambda =  -0.5697011 
## Iteration 1 lambda =  0.3892846 
## Iteration 2 lambda =  0.08392693 
## Iteration 3 lambda =  -0.06875192 
## Iteration 4 lambda =  -0.1450913 
## Iteration 5 lambda =  -0.183261 
## Iteration 6 lambda =  -0.2023459 
## Iteration 7 lambda =  -0.2118883 
## Iteration 8 lambda =  -0.2166595 
## Iteration 9 lambda =  -0.2190452 
## Iteration 10 lambda =  -0.220238 
## Iteration 11 lambda =  -0.2208344 
## Iteration 12 lambda =  -0.2211326 
## Iteration 13 lambda =  -0.2212817 
## Iteration 14 lambda =  -0.2213562 
## Iteration 15 lambda =  -0.2213935 
## Iteration 16 lambda =  -0.2214121 
## Iteration 17 lambda =  -0.2214214 
## Iteration 18 lambda =  -0.2214261 
## Iteration 19 lambda =  -0.2214284 
## Iteration 20 lambda =  -0.2214296 
## Iteration 21 lambda =  -0.2214302 
## Iteration 22 lambda =  -0.2214305 
## Iteration 23 lambda =  -0.2214306 
## Iteration 24 lambda =  -0.2214307 
## Iteration 1 lambda =  0.341389 
## Iteration 2 lambda =  0.01208343 
## Iteration 3 lambda =  -0.1525693 
## Iteration 4 lambda =  -0.2348957 
## Iteration 5 lambda =  -0.2760589 
## Iteration 6 lambda =  -0.2966405 
## Iteration 7 lambda =  -0.3069313 
## Iteration 8 lambda =  -0.3120767 
## Iteration 9 lambda =  -0.3146494 
## Iteration 10 lambda =  -0.3159357 
## Iteration 11 lambda =  -0.3165789 
## Iteration 12 lambda =  -0.3169005 
## Iteration 13 lambda =  -0.3170613 
## Iteration 14 lambda =  -0.3171417 
## Iteration 15 lambda =  -0.3171819 
## Iteration 16 lambda =  -0.317202 
## Iteration 17 lambda =  -0.317212 
## Iteration 18 lambda =  -0.3172171 
## Iteration 19 lambda =  -0.3172196 
## Iteration 20 lambda =  -0.3172208 
## Iteration 21 lambda =  -0.3172215 
## Iteration 22 lambda =  -0.3172218 
## Iteration 23 lambda =  -0.3172219 
## Iteration 24 lambda =  -0.317222 
## Iteration 1 lambda =  0.3141952 
## Iteration 2 lambda =  -0.02870718 
## Iteration 3 lambda =  -0.2001584 
## Iteration 4 lambda =  -0.285884 
## Iteration 5 lambda =  -0.3287468 
## Iteration 6 lambda =  -0.3501782 
## Iteration 7 lambda =  -0.3608939 
## Iteration 8 lambda =  -0.3662517 
## Iteration 9 lambda =  -0.3689307 
## Iteration 10 lambda =  -0.3702701 
## Iteration 11 lambda =  -0.3709398 
## Iteration 12 lambda =  -0.3712747 
## Iteration 13 lambda =  -0.3714421 
## Iteration 14 lambda =  -0.3715259 
## Iteration 15 lambda =  -0.3715677 
## Iteration 16 lambda =  -0.3715886 
## Iteration 17 lambda =  -0.3715991 
## Iteration 18 lambda =  -0.3716043 
## Iteration 19 lambda =  -0.371607 
## Iteration 20 lambda =  -0.3716083 
## Iteration 21 lambda =  -0.3716089 
## Iteration 22 lambda =  -0.3716092 
## Iteration 23 lambda =  -0.3716094 
## Iteration 24 lambda =  -0.3716095 
## Iteration 1 lambda =  0.2458648 
## Iteration 2 lambda =  -0.1312028 
## Iteration 3 lambda =  -0.3197366 
## Iteration 4 lambda =  -0.4140035 
## Iteration 5 lambda =  -0.4611369 
## Iteration 6 lambda =  -0.4847036 
## Iteration 7 lambda =  -0.496487 
## Iteration 8 lambda =  -0.5023787 
## Iteration 9 lambda =  -0.5053245 
## Iteration 10 lambda =  -0.5067974 
## Iteration 11 lambda =  -0.5075339 
## Iteration 12 lambda =  -0.5079021 
## Iteration 13 lambda =  -0.5080862 
## Iteration 14 lambda =  -0.5081783 
## Iteration 15 lambda =  -0.5082243 
## Iteration 16 lambda =  -0.5082473 
## Iteration 17 lambda =  -0.5082589 
## Iteration 18 lambda =  -0.5082646 
## Iteration 19 lambda =  -0.5082675 
## Iteration 20 lambda =  -0.5082689 
## Iteration 21 lambda =  -0.5082696 
## Iteration 22 lambda =  -0.50827 
## Iteration 23 lambda =  -0.5082702 
## Iteration 24 lambda =  -0.5082703 
## Iteration 1 lambda =  0.2930389 
## Iteration 2 lambda =  -0.06044164 
## Iteration 3 lambda =  -0.2371819 
## Iteration 4 lambda =  -0.3255521 
## Iteration 5 lambda =  -0.3697371 
## Iteration 6 lambda =  -0.3918297 
## Iteration 7 lambda =  -0.4028759 
## Iteration 8 lambda =  -0.4083991 
## Iteration 9 lambda =  -0.4111606 
## Iteration 10 lambda =  -0.4125414 
## Iteration 11 lambda =  -0.4132318 
## Iteration 12 lambda =  -0.413577 
## Iteration 13 lambda =  -0.4137496 
## Iteration 14 lambda =  -0.4138359 
## Iteration 15 lambda =  -0.413879 
## Iteration 16 lambda =  -0.4139006 
## Iteration 17 lambda =  -0.4139114 
## Iteration 18 lambda =  -0.4139168 
## Iteration 19 lambda =  -0.4139195 
## Iteration 20 lambda =  -0.4139208 
## Iteration 21 lambda =  -0.4139215 
## Iteration 22 lambda =  -0.4139219 
## Iteration 23 lambda =  -0.413922 
## Iteration 24 lambda =  -0.4139221 
## Iteration 1 lambda =  0.3115079 
## Iteration 2 lambda =  -0.03273809 
## Iteration 3 lambda =  -0.2048611 
## Iteration 4 lambda =  -0.2909226 
## Iteration 5 lambda =  -0.3339534 
## Iteration 6 lambda =  -0.3554687 
## Iteration 7 lambda =  -0.3662264 
## Iteration 8 lambda =  -0.3716053 
## Iteration 9 lambda =  -0.3742947 
## Iteration 10 lambda =  -0.3756394 
## Iteration 11 lambda =  -0.3763118 
## Iteration 12 lambda =  -0.3766479 
## Iteration 13 lambda =  -0.376816 
## Iteration 14 lambda =  -0.3769001 
## Iteration 15 lambda =  -0.3769421 
## Iteration 16 lambda =  -0.3769631 
## Iteration 17 lambda =  -0.3769736 
## Iteration 18 lambda =  -0.3769789 
## Iteration 19 lambda =  -0.3769815 
## Iteration 20 lambda =  -0.3769828 
## Iteration 21 lambda =  -0.3769835 
## Iteration 22 lambda =  -0.3769838 
## Iteration 23 lambda =  -0.376984 
## Iteration 24 lambda =  -0.376984 
## Iteration 1 lambda =  0.3165494 
## Iteration 2 lambda =  -0.02517592 
## Iteration 3 lambda =  -0.1960386 
## Iteration 4 lambda =  -0.2814699 
## Iteration 5 lambda =  -0.3241856 
## Iteration 6 lambda =  -0.3455434 
## Iteration 7 lambda =  -0.3562223 
## Iteration 8 lambda =  -0.3615618 
## Iteration 9 lambda =  -0.3642315 
## Iteration 10 lambda =  -0.3655664 
## Iteration 11 lambda =  -0.3662338 
## Iteration 12 lambda =  -0.3665675 
## Iteration 13 lambda =  -0.3667344 
## Iteration 14 lambda =  -0.3668178 
## Iteration 15 lambda =  -0.3668595 
## Iteration 16 lambda =  -0.3668804 
## Iteration 17 lambda =  -0.3668908 
## Iteration 18 lambda =  -0.366896 
## Iteration 19 lambda =  -0.3668986 
## Iteration 20 lambda =  -0.3668999 
## Iteration 21 lambda =  -0.3669006 
## Iteration 22 lambda =  -0.3669009 
## Iteration 23 lambda =  -0.3669011 
## Iteration 24 lambda =  -0.3669011 
## Iteration 1 lambda =  0.3441063 
## Iteration 2 lambda =  0.01615948 
## Iteration 3 lambda =  -0.1478139 
## Iteration 4 lambda =  -0.2298006 
## Iteration 5 lambda =  -0.270794 
## Iteration 6 lambda =  -0.2912907 
## Iteration 7 lambda =  -0.301539 
## Iteration 8 lambda =  -0.3066632 
## Iteration 9 lambda =  -0.3092253 
## Iteration 10 lambda =  -0.3105063 
## Iteration 11 lambda =  -0.3111468 
## Iteration 12 lambda =  -0.3114671 
## Iteration 13 lambda =  -0.3116272 
## Iteration 14 lambda =  -0.3117073 
## Iteration 15 lambda =  -0.3117473 
## Iteration 16 lambda =  -0.3117673 
## Iteration 17 lambda =  -0.3117773 
## Iteration 18 lambda =  -0.3117824 
## Iteration 19 lambda =  -0.3117849 
## Iteration 20 lambda =  -0.3117861 
## Iteration 21 lambda =  -0.3117867 
## Iteration 22 lambda =  -0.311787 
## Iteration 23 lambda =  -0.3117872 
## Iteration 24 lambda =  -0.3117873 
## Iteration 1 lambda =  0.3575279 
## Iteration 2 lambda =  0.03629186 
## Iteration 3 lambda =  -0.1243262 
## Iteration 4 lambda =  -0.2046352 
## Iteration 5 lambda =  -0.2447897 
## Iteration 6 lambda =  -0.2648669 
## Iteration 7 lambda =  -0.2749056 
## Iteration 8 lambda =  -0.2799249 
## Iteration 9 lambda =  -0.2824345 
## Iteration 10 lambda =  -0.2836894 
## Iteration 11 lambda =  -0.2843168 
## Iteration 12 lambda =  -0.2846305 
## Iteration 13 lambda =  -0.2847873 
## Iteration 14 lambda =  -0.2848658 
## Iteration 15 lambda =  -0.284905 
## Iteration 16 lambda =  -0.2849246 
## Iteration 17 lambda =  -0.2849344 
## Iteration 18 lambda =  -0.2849393 
## Iteration 19 lambda =  -0.2849417 
## Iteration 20 lambda =  -0.284943 
## Iteration 21 lambda =  -0.2849436 
## Iteration 22 lambda =  -0.2849439 
## Iteration 23 lambda =  -0.284944 
## Iteration 24 lambda =  -0.2849441 
## Iteration 1 lambda =  0.3423055 
## Iteration 2 lambda =  0.01345825 
## Iteration 3 lambda =  -0.1509654 
## Iteration 4 lambda =  -0.2331772 
## Iteration 5 lambda =  -0.2742831 
## Iteration 6 lambda =  -0.294836 
## Iteration 7 lambda =  -0.3051125 
## Iteration 8 lambda =  -0.3102508 
## Iteration 9 lambda =  -0.3128199 
## Iteration 10 lambda =  -0.3141044 
## Iteration 11 lambda =  -0.3147467 
## Iteration 12 lambda =  -0.3150679 
## Iteration 13 lambda =  -0.3152284 
## Iteration 14 lambda =  -0.3153087 
## Iteration 15 lambda =  -0.3153489 
## Iteration 16 lambda =  -0.3153689 
## Iteration 17 lambda =  -0.315379 
## Iteration 18 lambda =  -0.315384 
## Iteration 19 lambda =  -0.3153865 
## Iteration 20 lambda =  -0.3153877 
## Iteration 21 lambda =  -0.3153884 
## Iteration 22 lambda =  -0.3153887 
## Iteration 23 lambda =  -0.3153888 
## Iteration 24 lambda =  -0.3153889 
## Iteration 1 lambda =  0.2900763 
## Iteration 2 lambda =  -0.06488552 
## Iteration 3 lambda =  -0.2423664 
## Iteration 4 lambda =  -0.3311069 
## Iteration 5 lambda =  -0.3754771 
## Iteration 6 lambda =  -0.3976622 
## Iteration 7 lambda =  -0.4087548 
## Iteration 8 lambda =  -0.4143011 
## Iteration 9 lambda =  -0.4170742 
## Iteration 10 lambda =  -0.4184608 
## Iteration 11 lambda =  -0.4191541 
## Iteration 12 lambda =  -0.4195007 
## Iteration 13 lambda =  -0.419674 
## Iteration 14 lambda =  -0.4197607 
## Iteration 15 lambda =  -0.419804 
## Iteration 16 lambda =  -0.4198257 
## Iteration 17 lambda =  -0.4198365 
## Iteration 18 lambda =  -0.4198419 
## Iteration 19 lambda =  -0.4198447 
## Iteration 20 lambda =  -0.419846 
## Iteration 21 lambda =  -0.4198467 
## Iteration 22 lambda =  -0.419847 
## Iteration 23 lambda =  -0.4198472 
## Iteration 24 lambda =  -0.4198473 
## Iteration 1 lambda =  0.3481915 
## Iteration 2 lambda =  0.02228724 
## Iteration 3 lambda =  -0.1406649 
## Iteration 4 lambda =  -0.2221409 
## Iteration 5 lambda =  -0.262879 
## Iteration 6 lambda =  -0.283248 
## Iteration 7 lambda =  -0.2934325 
## Iteration 8 lambda =  -0.2985248 
## Iteration 9 lambda =  -0.3010709 
## Iteration 10 lambda =  -0.3023439 
## Iteration 11 lambda =  -0.3029805 
## Iteration 12 lambda =  -0.3032987 
## Iteration 13 lambda =  -0.3034579 
## Iteration 14 lambda =  -0.3035374 
## Iteration 15 lambda =  -0.3035772 
## Iteration 16 lambda =  -0.3035971 
## Iteration 17 lambda =  -0.3036071 
## Iteration 18 lambda =  -0.303612 
## Iteration 19 lambda =  -0.3036145 
## Iteration 20 lambda =  -0.3036158 
## Iteration 21 lambda =  -0.3036164 
## Iteration 22 lambda =  -0.3036167 
## Iteration 23 lambda =  -0.3036169 
## Iteration 24 lambda =  -0.3036169 
## Iteration 1 lambda =  0.3597153 
## Iteration 2 lambda =  0.03957288 
## Iteration 3 lambda =  -0.1204983 
## Iteration 4 lambda =  -0.2005339 
## Iteration 5 lambda =  -0.2405517 
## Iteration 6 lambda =  -0.2605606 
## Iteration 7 lambda =  -0.270565 
## Iteration 8 lambda =  -0.2755673 
## Iteration 9 lambda =  -0.2780684 
## Iteration 10 lambda =  -0.2793189 
## Iteration 11 lambda =  -0.2799442 
## Iteration 12 lambda =  -0.2802569 
## Iteration 13 lambda =  -0.2804132 
## Iteration 14 lambda =  -0.2804913 
## Iteration 15 lambda =  -0.2805304 
## Iteration 16 lambda =  -0.28055 
## Iteration 17 lambda =  -0.2805597 
## Iteration 18 lambda =  -0.2805646 
## Iteration 19 lambda =  -0.2805671 
## Iteration 20 lambda =  -0.2805683 
## Iteration 21 lambda =  -0.2805689 
## Iteration 22 lambda =  -0.2805692 
## Iteration 23 lambda =  -0.2805693 
## Iteration 24 lambda =  -0.2805694 
## Iteration 1 lambda =  0.3177122 
## Iteration 2 lambda =  -0.02343175 
## Iteration 3 lambda =  -0.1940037 
## Iteration 4 lambda =  -0.2792897 
## Iteration 5 lambda =  -0.3219327 
## Iteration 6 lambda =  -0.3432542 
## Iteration 7 lambda =  -0.3539149 
## Iteration 8 lambda =  -0.3592453 
## Iteration 9 lambda =  -0.3619105 
## Iteration 10 lambda =  -0.3632431 
## Iteration 11 lambda =  -0.3639094 
## Iteration 12 lambda =  -0.3642425 
## Iteration 13 lambda =  -0.3644091 
## Iteration 14 lambda =  -0.3644924 
## Iteration 15 lambda =  -0.364534 
## Iteration 16 lambda =  -0.3645548 
## Iteration 17 lambda =  -0.3645653 
## Iteration 18 lambda =  -0.3645705 
## Iteration 19 lambda =  -0.3645731 
## Iteration 20 lambda =  -0.3645744 
## Iteration 21 lambda =  -0.364575 
## Iteration 22 lambda =  -0.3645753 
## Iteration 23 lambda =  -0.3645755 
## Iteration 24 lambda =  -0.3645756 
## Iteration 1 lambda =  0.2579039 
## Iteration 2 lambda =  -0.1131441 
## Iteration 3 lambda =  -0.2986682 
## Iteration 4 lambda =  -0.3914302 
## Iteration 5 lambda =  -0.4378112 
## Iteration 6 lambda =  -0.4610017 
## Iteration 7 lambda =  -0.4725969 
## Iteration 8 lambda =  -0.4783945 
## Iteration 9 lambda =  -0.4812934 
## Iteration 10 lambda =  -0.4827428 
## Iteration 11 lambda =  -0.4834675 
## Iteration 12 lambda =  -0.4838298 
## Iteration 13 lambda =  -0.484011 
## Iteration 14 lambda =  -0.4841016 
## Iteration 15 lambda =  -0.4841469 
## Iteration 16 lambda =  -0.4841695 
## Iteration 17 lambda =  -0.4841808 
## Iteration 18 lambda =  -0.4841865 
## Iteration 19 lambda =  -0.4841893 
## Iteration 20 lambda =  -0.4841908 
## Iteration 21 lambda =  -0.4841915 
## Iteration 22 lambda =  -0.4841918 
## Iteration 23 lambda =  -0.484192 
## Iteration 24 lambda =  -0.4841921 
## Iteration 1 lambda =  0.2860809 
## Iteration 2 lambda =  -0.07087871 
## Iteration 3 lambda =  -0.2493585 
## Iteration 4 lambda =  -0.3385984 
## Iteration 5 lambda =  -0.3832183 
## Iteration 6 lambda =  -0.4055283 
## Iteration 7 lambda =  -0.4166833 
## Iteration 8 lambda =  -0.4222608 
## Iteration 9 lambda =  -0.4250495 
## Iteration 10 lambda =  -0.4264439 
## Iteration 11 lambda =  -0.4271411 
## Iteration 12 lambda =  -0.4274897 
## Iteration 13 lambda =  -0.427664 
## Iteration 14 lambda =  -0.4277511 
## Iteration 15 lambda =  -0.4277947 
## Iteration 16 lambda =  -0.4278165 
## Iteration 17 lambda =  -0.4278274 
## Iteration 18 lambda =  -0.4278328 
## Iteration 19 lambda =  -0.4278356 
## Iteration 20 lambda =  -0.4278369 
## Iteration 21 lambda =  -0.4278376 
## Iteration 22 lambda =  -0.4278379 
## Iteration 23 lambda =  -0.4278381 
## Iteration 24 lambda =  -0.4278382 
## Iteration 1 lambda =  0.3034569 
## Iteration 2 lambda =  -0.04481463 
## Iteration 3 lambda =  -0.2189504 
## Iteration 4 lambda =  -0.3060183 
## Iteration 5 lambda =  -0.3495522 
## Iteration 6 lambda =  -0.3713192 
## Iteration 7 lambda =  -0.3822027 
## Iteration 8 lambda =  -0.3876444 
## Iteration 9 lambda =  -0.3903653 
## Iteration 10 lambda =  -0.3917257 
## Iteration 11 lambda =  -0.392406 
## Iteration 12 lambda =  -0.3927461 
## Iteration 13 lambda =  -0.3929161 
## Iteration 14 lambda =  -0.3930011 
## Iteration 15 lambda =  -0.3930437 
## Iteration 16 lambda =  -0.3930649 
## Iteration 17 lambda =  -0.3930755 
## Iteration 18 lambda =  -0.3930809 
## Iteration 19 lambda =  -0.3930835 
## Iteration 20 lambda =  -0.3930848 
## Iteration 21 lambda =  -0.3930855 
## Iteration 22 lambda =  -0.3930858 
## Iteration 23 lambda =  -0.393086 
## Iteration 24 lambda =  -0.3930861 
## Iteration 1 lambda =  0.314895 
## Iteration 2 lambda =  -0.02765752 
## Iteration 3 lambda =  -0.1989338 
## Iteration 4 lambda =  -0.2845719 
## Iteration 5 lambda =  -0.327391 
## Iteration 6 lambda =  -0.3488005 
## Iteration 7 lambda =  -0.3595053 
## Iteration 8 lambda =  -0.3648576 
## Iteration 9 lambda =  -0.3675338 
## Iteration 10 lambda =  -0.3688719 
## Iteration 11 lambda =  -0.369541 
## Iteration 12 lambda =  -0.3698755 
## Iteration 13 lambda =  -0.3700428 
## Iteration 14 lambda =  -0.3701264 
## Iteration 15 lambda =  -0.3701682 
## Iteration 16 lambda =  -0.3701891 
## Iteration 17 lambda =  -0.3701996 
## Iteration 18 lambda =  -0.3702048 
## Iteration 19 lambda =  -0.3702074 
## Iteration 20 lambda =  -0.3702087 
## Iteration 21 lambda =  -0.3702094 
## Iteration 22 lambda =  -0.3702097 
## Iteration 23 lambda =  -0.3702099 
## Iteration 24 lambda =  -0.3702099 
## Iteration 1 lambda =  0.256523 
## Iteration 2 lambda =  -0.1152154 
## Iteration 3 lambda =  -0.3010847 
## Iteration 4 lambda =  -0.3940193 
## Iteration 5 lambda =  -0.4404866 
## Iteration 6 lambda =  -0.4637203 
## Iteration 7 lambda =  -0.4753371 
## Iteration 8 lambda =  -0.4811455 
## Iteration 9 lambda =  -0.4840497 
## Iteration 10 lambda =  -0.4855018 
## Iteration 11 lambda =  -0.4862279 
## Iteration 12 lambda =  -0.4865909 
## Iteration 13 lambda =  -0.4867724 
## Iteration 14 lambda =  -0.4868632 
## Iteration 15 lambda =  -0.4869085 
## Iteration 16 lambda =  -0.4869312 
## Iteration 17 lambda =  -0.4869426 
## Iteration 18 lambda =  -0.4869482 
## Iteration 19 lambda =  -0.4869511 
## Iteration 20 lambda =  -0.4869525 
## Iteration 21 lambda =  -0.4869532 
## Iteration 22 lambda =  -0.4869536 
## Iteration 23 lambda =  -0.4869537 
## Iteration 24 lambda =  -0.4869538 
## Iteration 1 lambda =  0.2706101 
## Iteration 2 lambda =  -0.09408487 
## Iteration 3 lambda =  -0.2764323 
## Iteration 4 lambda =  -0.3676061 
## Iteration 5 lambda =  -0.413193 
## Iteration 6 lambda =  -0.4359864 
## Iteration 7 lambda =  -0.4473831 
## Iteration 8 lambda =  -0.4530815 
## Iteration 9 lambda =  -0.4559306 
## Iteration 10 lambda =  -0.4573552 
## Iteration 11 lambda =  -0.4580675 
## Iteration 12 lambda =  -0.4584237 
## Iteration 13 lambda =  -0.4586018 
## Iteration 14 lambda =  -0.4586908 
## Iteration 15 lambda =  -0.4587353 
## Iteration 16 lambda =  -0.4587576 
## Iteration 17 lambda =  -0.4587687 
## Iteration 18 lambda =  -0.4587743 
## Iteration 19 lambda =  -0.458777 
## Iteration 20 lambda =  -0.4587784 
## Iteration 21 lambda =  -0.4587791 
## Iteration 22 lambda =  -0.4587795 
## Iteration 23 lambda =  -0.4587797 
## Iteration 24 lambda =  -0.4587797 
## Iteration 1 lambda =  0.3399938 
## Iteration 2 lambda =  0.009990743 
## Iteration 3 lambda =  -0.1550108 
## Iteration 4 lambda =  -0.2375116 
## Iteration 5 lambda =  -0.278762 
## Iteration 6 lambda =  -0.2993872 
## Iteration 7 lambda =  -0.3096997 
## Iteration 8 lambda =  -0.314856 
## Iteration 9 lambda =  -0.3174342 
## Iteration 10 lambda =  -0.3187233 
## Iteration 11 lambda =  -0.3193678 
## Iteration 12 lambda =  -0.3196901 
## Iteration 13 lambda =  -0.3198512 
## Iteration 14 lambda =  -0.3199318 
## Iteration 15 lambda =  -0.3199721 
## Iteration 16 lambda =  -0.3199922 
## Iteration 17 lambda =  -0.3200023 
## Iteration 18 lambda =  -0.3200073 
## Iteration 19 lambda =  -0.3200098 
## Iteration 20 lambda =  -0.3200111 
## Iteration 21 lambda =  -0.3200117 
## Iteration 22 lambda =  -0.320012 
## Iteration 23 lambda =  -0.3200122 
## Iteration 24 lambda =  -0.3200123 
## Iteration 1 lambda =  0.3519231 
## Iteration 2 lambda =  0.0278847 
## Iteration 3 lambda =  -0.1341345 
## Iteration 4 lambda =  -0.2151441 
## Iteration 5 lambda =  -0.2556489 
## Iteration 6 lambda =  -0.2759013 
## Iteration 7 lambda =  -0.2860275 
## Iteration 8 lambda =  -0.2910906 
## Iteration 9 lambda =  -0.2936222 
## Iteration 10 lambda =  -0.294888 
## Iteration 11 lambda =  -0.2955209 
## Iteration 12 lambda =  -0.2958373 
## Iteration 13 lambda =  -0.2959955 
## Iteration 14 lambda =  -0.2960746 
## Iteration 15 lambda =  -0.2961142 
## Iteration 16 lambda =  -0.296134 
## Iteration 17 lambda =  -0.2961439 
## Iteration 18 lambda =  -0.2961488 
## Iteration 19 lambda =  -0.2961513 
## Iteration 20 lambda =  -0.2961525 
## Iteration 21 lambda =  -0.2961531 
## Iteration 22 lambda =  -0.2961534 
## Iteration 23 lambda =  -0.2961536 
## Iteration 24 lambda =  -0.2961537 
## Iteration 1 lambda =  0.3181097 
## Iteration 2 lambda =  -0.02283541 
## Iteration 3 lambda =  -0.193308 
## Iteration 4 lambda =  -0.2785443 
## Iteration 5 lambda =  -0.3211624 
## Iteration 6 lambda =  -0.3424715 
## Iteration 7 lambda =  -0.353126 
## Iteration 8 lambda =  -0.3584533 
## Iteration 9 lambda =  -0.3611169 
## Iteration 10 lambda =  -0.3624487 
## Iteration 11 lambda =  -0.3631146 
## Iteration 12 lambda =  -0.3634476 
## Iteration 13 lambda =  -0.3636141 
## Iteration 14 lambda =  -0.3636973 
## Iteration 15 lambda =  -0.3637389 
## Iteration 16 lambda =  -0.3637597 
## Iteration 17 lambda =  -0.3637701 
## Iteration 18 lambda =  -0.3637753 
## Iteration 19 lambda =  -0.3637779 
## Iteration 20 lambda =  -0.3637792 
## Iteration 21 lambda =  -0.3637799 
## Iteration 22 lambda =  -0.3637802 
## Iteration 23 lambda =  -0.3637804 
## Iteration 24 lambda =  -0.3637805 
## Iteration 1 lambda =  0.3061893 
## Iteration 2 lambda =  -0.04071604 
## Iteration 3 lambda =  -0.2141687 
## Iteration 4 lambda =  -0.300895 
## Iteration 5 lambda =  -0.3442582 
## Iteration 6 lambda =  -0.3659398 
## Iteration 7 lambda =  -0.3767806 
## Iteration 8 lambda =  -0.382201 
## Iteration 9 lambda =  -0.3849112 
## Iteration 10 lambda =  -0.3862663 
## Iteration 11 lambda =  -0.3869438 
## Iteration 12 lambda =  -0.3872826 
## Iteration 13 lambda =  -0.387452 
## Iteration 14 lambda =  -0.3875367 
## Iteration 15 lambda =  -0.387579 
## Iteration 16 lambda =  -0.3876002 
## Iteration 17 lambda =  -0.3876108 
## Iteration 18 lambda =  -0.3876161 
## Iteration 19 lambda =  -0.3876187 
## Iteration 20 lambda =  -0.3876201 
## Iteration 21 lambda =  -0.3876207 
## Iteration 22 lambda =  -0.3876211 
## Iteration 23 lambda =  -0.3876212 
## Iteration 24 lambda =  -0.3876213 
## Iteration 1 lambda =  0.3383158 
## Iteration 2 lambda =  0.007473717 
## Iteration 3 lambda =  -0.1579473 
## Iteration 4 lambda =  -0.2406579 
## Iteration 5 lambda =  -0.2820131 
## Iteration 6 lambda =  -0.3026907 
## Iteration 7 lambda =  -0.3130296 
## Iteration 8 lambda =  -0.318199 
## Iteration 9 lambda =  -0.3207837 
## Iteration 10 lambda =  -0.322076 
## Iteration 11 lambda =  -0.3227222 
## Iteration 12 lambda =  -0.3230453 
## Iteration 13 lambda =  -0.3232068 
## Iteration 14 lambda =  -0.3232876 
## Iteration 15 lambda =  -0.323328 
## Iteration 16 lambda =  -0.3233482 
## Iteration 17 lambda =  -0.3233583 
## Iteration 18 lambda =  -0.3233633 
## Iteration 19 lambda =  -0.3233659 
## Iteration 20 lambda =  -0.3233671 
## Iteration 21 lambda =  -0.3233677 
## Iteration 22 lambda =  -0.3233681 
## Iteration 23 lambda =  -0.3233682 
## Iteration 24 lambda =  -0.3233683 
## Iteration 1 lambda =  0.3363473 
## Iteration 2 lambda =  0.004520964 
## Iteration 3 lambda =  -0.1613922 
## Iteration 4 lambda =  -0.2443488 
## Iteration 5 lambda =  -0.2858271 
## Iteration 6 lambda =  -0.3065662 
## Iteration 7 lambda =  -0.3169358 
## Iteration 8 lambda =  -0.3221206 
## Iteration 9 lambda =  -0.324713 
## Iteration 10 lambda =  -0.3260092 
## Iteration 11 lambda =  -0.3266573 
## Iteration 12 lambda =  -0.3269813 
## Iteration 13 lambda =  -0.3271434 
## Iteration 14 lambda =  -0.3272244 
## Iteration 15 lambda =  -0.3272649 
## Iteration 16 lambda =  -0.3272851 
## Iteration 17 lambda =  -0.3272953 
## Iteration 18 lambda =  -0.3273003 
## Iteration 19 lambda =  -0.3273028 
## Iteration 20 lambda =  -0.3273041 
## Iteration 21 lambda =  -0.3273047 
## Iteration 22 lambda =  -0.3273051 
## Iteration 23 lambda =  -0.3273052 
## Iteration 24 lambda =  -0.3273053 
## Iteration 1 lambda =  0.3593196 
## Iteration 2 lambda =  0.0389794 
## Iteration 3 lambda =  -0.1211907 
## Iteration 4 lambda =  -0.2012757 
## Iteration 5 lambda =  -0.2413183 
## Iteration 6 lambda =  -0.2613395 
## Iteration 7 lambda =  -0.2713502 
## Iteration 8 lambda =  -0.2763555 
## Iteration 9 lambda =  -0.2788581 
## Iteration 10 lambda =  -0.2801095 
## Iteration 11 lambda =  -0.2807351 
## Iteration 12 lambda =  -0.281048 
## Iteration 13 lambda =  -0.2812044 
## Iteration 14 lambda =  -0.2812826 
## Iteration 15 lambda =  -0.2813217 
## Iteration 16 lambda =  -0.2813412 
## Iteration 17 lambda =  -0.281351 
## Iteration 18 lambda =  -0.2813559 
## Iteration 19 lambda =  -0.2813584 
## Iteration 20 lambda =  -0.2813596 
## Iteration 21 lambda =  -0.2813602 
## Iteration 22 lambda =  -0.2813605 
## Iteration 23 lambda =  -0.2813606 
## Iteration 24 lambda =  -0.2813607 
## Iteration 1 lambda =  0.3021396 
## Iteration 2 lambda =  -0.04679061 
## Iteration 3 lambda =  -0.2212557 
## Iteration 4 lambda =  -0.3084883 
## Iteration 5 lambda =  -0.3521045 
## Iteration 6 lambda =  -0.3739127 
## Iteration 7 lambda =  -0.3848167 
## Iteration 8 lambda =  -0.3902688 
## Iteration 9 lambda =  -0.3929948 
## Iteration 10 lambda =  -0.3943578 
## Iteration 11 lambda =  -0.3950393 
## Iteration 12 lambda =  -0.3953801 
## Iteration 13 lambda =  -0.3955504 
## Iteration 14 lambda =  -0.3956356 
## Iteration 15 lambda =  -0.3956782 
## Iteration 16 lambda =  -0.3956995 
## Iteration 17 lambda =  -0.3957102 
## Iteration 18 lambda =  -0.3957155 
## Iteration 19 lambda =  -0.3957181 
## Iteration 20 lambda =  -0.3957195 
## Iteration 21 lambda =  -0.3957201 
## Iteration 22 lambda =  -0.3957205 
## Iteration 23 lambda =  -0.3957206 
## Iteration 24 lambda =  -0.3957207 
## Iteration 1 lambda =  0.2952731 
## Iteration 2 lambda =  -0.05709033 
## Iteration 3 lambda =  -0.233272 
## Iteration 4 lambda =  -0.3213629 
## Iteration 5 lambda =  -0.3654083 
## Iteration 6 lambda =  -0.3874311 
## Iteration 7 lambda =  -0.3984424 
## Iteration 8 lambda =  -0.4039481 
## Iteration 9 lambda =  -0.4067009 
## Iteration 10 lambda =  -0.4080774 
## Iteration 11 lambda =  -0.4087656 
## Iteration 12 lambda =  -0.4091097 
## Iteration 13 lambda =  -0.4092817 
## Iteration 14 lambda =  -0.4093677 
## Iteration 15 lambda =  -0.4094108 
## Iteration 16 lambda =  -0.4094323 
## Iteration 17 lambda =  -0.409443 
## Iteration 18 lambda =  -0.4094484 
## Iteration 19 lambda =  -0.4094511 
## Iteration 20 lambda =  -0.4094524 
## Iteration 21 lambda =  -0.4094531 
## Iteration 22 lambda =  -0.4094534 
## Iteration 23 lambda =  -0.4094536 
## Iteration 24 lambda =  -0.4094537 
## Iteration 1 lambda =  0.2918975 
## Iteration 2 lambda =  -0.06215371 
## Iteration 3 lambda =  -0.2391793 
## Iteration 4 lambda =  -0.3276921 
## Iteration 5 lambda =  -0.3719485 
## Iteration 6 lambda =  -0.3940767 
## Iteration 7 lambda =  -0.4051408 
## Iteration 8 lambda =  -0.4106729 
## Iteration 9 lambda =  -0.4134389 
## Iteration 10 lambda =  -0.4148219 
## Iteration 11 lambda =  -0.4155134 
## Iteration 12 lambda =  -0.4158592 
## Iteration 13 lambda =  -0.4160321 
## Iteration 14 lambda =  -0.4161185 
## Iteration 15 lambda =  -0.4161617 
## Iteration 16 lambda =  -0.4161833 
## Iteration 17 lambda =  -0.4161941 
## Iteration 18 lambda =  -0.4161995 
## Iteration 19 lambda =  -0.4162022 
## Iteration 20 lambda =  -0.4162036 
## Iteration 21 lambda =  -0.4162043 
## Iteration 22 lambda =  -0.4162046 
## Iteration 23 lambda =  -0.4162048 
## Iteration 24 lambda =  -0.4162049 
## Iteration 1 lambda =  0.2061 
## Iteration 2 lambda =  -0.19085 
## Iteration 3 lambda =  -0.389325 
## Iteration 4 lambda =  -0.4885625 
## Iteration 5 lambda =  -0.5381813 
## Iteration 6 lambda =  -0.5629907 
## Iteration 7 lambda =  -0.5753954 
## Iteration 8 lambda =  -0.5815977 
## Iteration 9 lambda =  -0.5846989 
## Iteration 10 lambda =  -0.5862495 
## Iteration 11 lambda =  -0.5870248 
## Iteration 12 lambda =  -0.5874124 
## Iteration 13 lambda =  -0.5876062 
## Iteration 14 lambda =  -0.5877031 
## Iteration 15 lambda =  -0.5877516 
## Iteration 16 lambda =  -0.5877758 
## Iteration 17 lambda =  -0.5877879 
## Iteration 18 lambda =  -0.587794 
## Iteration 19 lambda =  -0.587797 
## Iteration 20 lambda =  -0.5877985 
## Iteration 21 lambda =  -0.5877993 
## Iteration 22 lambda =  -0.5877997 
## Iteration 23 lambda =  -0.5877999 
## Iteration 24 lambda =  -0.5877999 
## Iteration 1 lambda =  0.2332206 
## Iteration 2 lambda =  -0.1501691 
## Iteration 3 lambda =  -0.3418639 
## Iteration 4 lambda =  -0.4377113 
## Iteration 5 lambda =  -0.485635 
## Iteration 6 lambda =  -0.5095969 
## Iteration 7 lambda =  -0.5215778 
## Iteration 8 lambda =  -0.5275683 
## Iteration 9 lambda =  -0.5305635 
## Iteration 10 lambda =  -0.5320611 
## Iteration 11 lambda =  -0.5328099 
## Iteration 12 lambda =  -0.5331844 
## Iteration 13 lambda =  -0.5333716 
## Iteration 14 lambda =  -0.5334652 
## Iteration 15 lambda =  -0.533512 
## Iteration 16 lambda =  -0.5335354 
## Iteration 17 lambda =  -0.5335471 
## Iteration 18 lambda =  -0.5335529 
## Iteration 19 lambda =  -0.5335558 
## Iteration 20 lambda =  -0.5335573 
## Iteration 21 lambda =  -0.533558 
## Iteration 22 lambda =  -0.5335584 
## Iteration 23 lambda =  -0.5335586 
## Iteration 24 lambda =  -0.5335587 
## Iteration 1 lambda =  0.2739296 
## Iteration 2 lambda =  -0.08910559 
## Iteration 3 lambda =  -0.2706232 
## Iteration 4 lambda =  -0.361382 
## Iteration 5 lambda =  -0.4067614 
## Iteration 6 lambda =  -0.4294511 
## Iteration 7 lambda =  -0.4407959 
## Iteration 8 lambda =  -0.4464684 
## Iteration 9 lambda =  -0.4493046 
## Iteration 10 lambda =  -0.4507227 
## Iteration 11 lambda =  -0.4514317 
## Iteration 12 lambda =  -0.4517863 
## Iteration 13 lambda =  -0.4519635 
## Iteration 14 lambda =  -0.4520522 
## Iteration 15 lambda =  -0.4520965 
## Iteration 16 lambda =  -0.4521186 
## Iteration 17 lambda =  -0.4521297 
## Iteration 18 lambda =  -0.4521353 
## Iteration 19 lambda =  -0.452138 
## Iteration 20 lambda =  -0.4521394 
## Iteration 21 lambda =  -0.4521401 
## Iteration 22 lambda =  -0.4521404 
## Iteration 23 lambda =  -0.4521406 
## Iteration 24 lambda =  -0.4521407 
## Iteration 1 lambda =  0.303921 
## Iteration 2 lambda =  -0.04411844 
## Iteration 3 lambda =  -0.2181382 
## Iteration 4 lambda =  -0.3051481 
## Iteration 5 lambda =  -0.348653 
## Iteration 6 lambda =  -0.3704055 
## Iteration 7 lambda =  -0.3812817 
## Iteration 8 lambda =  -0.3867198 
## Iteration 9 lambda =  -0.3894389 
## Iteration 10 lambda =  -0.3907984 
## Iteration 11 lambda =  -0.3914782 
## Iteration 12 lambda =  -0.391818 
## Iteration 13 lambda =  -0.391988 
## Iteration 14 lambda =  -0.392073 
## Iteration 15 lambda =  -0.3921154 
## Iteration 16 lambda =  -0.3921367 
## Iteration 17 lambda =  -0.3921473 
## Iteration 18 lambda =  -0.3921526 
## Iteration 19 lambda =  -0.3921553 
## Iteration 20 lambda =  -0.3921566 
## Iteration 21 lambda =  -0.3921573 
## Iteration 22 lambda =  -0.3921576 
## Iteration 23 lambda =  -0.3921578 
## Iteration 24 lambda =  -0.3921578 
## Iteration 1 lambda =  0.2506301 
## Iteration 2 lambda =  -0.1240548 
## Iteration 3 lambda =  -0.3113973 
## Iteration 4 lambda =  -0.4050685 
## Iteration 5 lambda =  -0.4519041 
## Iteration 6 lambda =  -0.4753219 
## Iteration 7 lambda =  -0.4870309 
## Iteration 8 lambda =  -0.4928853 
## Iteration 9 lambda =  -0.4958125 
## Iteration 10 lambda =  -0.4972761 
## Iteration 11 lambda =  -0.4980079 
## Iteration 12 lambda =  -0.4983739 
## Iteration 13 lambda =  -0.4985568 
## Iteration 14 lambda =  -0.4986483 
## Iteration 15 lambda =  -0.498694 
## Iteration 16 lambda =  -0.4987169 
## Iteration 17 lambda =  -0.4987283 
## Iteration 18 lambda =  -0.498734 
## Iteration 19 lambda =  -0.4987369 
## Iteration 20 lambda =  -0.4987383 
## Iteration 21 lambda =  -0.498739 
## Iteration 22 lambda =  -0.4987394 
## Iteration 23 lambda =  -0.4987396 
## Iteration 24 lambda =  -0.4987397 
## Iteration 1 lambda =  0.3923969 
## Iteration 2 lambda =  0.08859541 
## Iteration 3 lambda =  -0.06330536 
## Iteration 4 lambda =  -0.1392557 
## Iteration 5 lambda =  -0.1772309 
## Iteration 6 lambda =  -0.1962185 
## Iteration 7 lambda =  -0.2057123 
## Iteration 8 lambda =  -0.2104592 
## Iteration 9 lambda =  -0.2128327 
## Iteration 10 lambda =  -0.2140194 
## Iteration 11 lambda =  -0.2146128 
## Iteration 12 lambda =  -0.2149094 
## Iteration 13 lambda =  -0.2150578 
## Iteration 14 lambda =  -0.215132 
## Iteration 15 lambda =  -0.215169 
## Iteration 16 lambda =  -0.2151876 
## Iteration 17 lambda =  -0.2151969 
## Iteration 18 lambda =  -0.2152015 
## Iteration 19 lambda =  -0.2152038 
## Iteration 20 lambda =  -0.215205 
## Iteration 21 lambda =  -0.2152055 
## Iteration 22 lambda =  -0.2152058 
## Iteration 23 lambda =  -0.215206 
## Iteration 24 lambda =  -0.2152061 
## Iteration 1 lambda =  0.2995453 
## Iteration 2 lambda =  -0.05068208 
## Iteration 3 lambda =  -0.2257958 
## Iteration 4 lambda =  -0.3133526 
## Iteration 5 lambda =  -0.357131 
## Iteration 6 lambda =  -0.3790202 
## Iteration 7 lambda =  -0.3899648 
## Iteration 8 lambda =  -0.3954371 
## Iteration 9 lambda =  -0.3981733 
## Iteration 10 lambda =  -0.3995414 
## Iteration 11 lambda =  -0.4002254 
## Iteration 12 lambda =  -0.4005674 
## Iteration 13 lambda =  -0.4007384 
## Iteration 14 lambda =  -0.4008239 
## Iteration 15 lambda =  -0.4008667 
## Iteration 16 lambda =  -0.4008881 
## Iteration 17 lambda =  -0.4008988 
## Iteration 18 lambda =  -0.4009041 
## Iteration 19 lambda =  -0.4009068 
## Iteration 20 lambda =  -0.4009081 
## Iteration 21 lambda =  -0.4009088 
## Iteration 22 lambda =  -0.4009091 
## Iteration 23 lambda =  -0.4009093 
## Iteration 24 lambda =  -0.4009094 
## Iteration 1 lambda =  0.3225597 
## Iteration 2 lambda =  -0.01616046 
## Iteration 3 lambda =  -0.1855205 
## Iteration 4 lambda =  -0.2702006 
## Iteration 5 lambda =  -0.3125406 
## Iteration 6 lambda =  -0.3337106 
## Iteration 7 lambda =  -0.3442956 
## Iteration 8 lambda =  -0.3495881 
## Iteration 9 lambda =  -0.3522344 
## Iteration 10 lambda =  -0.3535575 
## Iteration 11 lambda =  -0.354219 
## Iteration 12 lambda =  -0.3545498 
## Iteration 13 lambda =  -0.3547152 
## Iteration 14 lambda =  -0.3547979 
## Iteration 15 lambda =  -0.3548393 
## Iteration 16 lambda =  -0.3548599 
## Iteration 17 lambda =  -0.3548703 
## Iteration 18 lambda =  -0.3548754 
## Iteration 19 lambda =  -0.354878 
## Iteration 20 lambda =  -0.3548793 
## Iteration 21 lambda =  -0.35488 
## Iteration 22 lambda =  -0.3548803 
## Iteration 23 lambda =  -0.3548804 
## Iteration 24 lambda =  -0.3548805 
## Iteration 1 lambda =  0.2668444 
## Iteration 2 lambda =  -0.0997334 
## Iteration 3 lambda =  -0.2830223 
## Iteration 4 lambda =  -0.3746668 
## Iteration 5 lambda =  -0.420489 
## Iteration 6 lambda =  -0.4434001 
## Iteration 7 lambda =  -0.4548556 
## Iteration 8 lambda =  -0.4605834 
## Iteration 9 lambda =  -0.4634473 
## Iteration 10 lambda =  -0.4648793 
## Iteration 11 lambda =  -0.4655952 
## Iteration 12 lambda =  -0.4659532 
## Iteration 13 lambda =  -0.4661322 
## Iteration 14 lambda =  -0.4662217 
## Iteration 15 lambda =  -0.4662665 
## Iteration 16 lambda =  -0.4662888 
## Iteration 17 lambda =  -0.4663 
## Iteration 18 lambda =  -0.4663056 
## Iteration 19 lambda =  -0.4663084 
## Iteration 20 lambda =  -0.4663098 
## Iteration 21 lambda =  -0.4663105 
## Iteration 22 lambda =  -0.4663109 
## Iteration 23 lambda =  -0.466311 
## Iteration 24 lambda =  -0.4663111 
## Iteration 1 lambda =  0.3487313 
## Iteration 2 lambda =  0.02309698 
## Iteration 3 lambda =  -0.1397202 
## Iteration 4 lambda =  -0.2211288 
## Iteration 5 lambda =  -0.2618331 
## Iteration 6 lambda =  -0.2821852 
## Iteration 7 lambda =  -0.2923613 
## Iteration 8 lambda =  -0.2974493 
## Iteration 9 lambda =  -0.2999933 
## Iteration 10 lambda =  -0.3012654 
## Iteration 11 lambda =  -0.3019014 
## Iteration 12 lambda =  -0.3022194 
## Iteration 13 lambda =  -0.3023784 
## Iteration 14 lambda =  -0.3024579 
## Iteration 15 lambda =  -0.3024976 
## Iteration 16 lambda =  -0.3025175 
## Iteration 17 lambda =  -0.3025274 
## Iteration 18 lambda =  -0.3025324 
## Iteration 19 lambda =  -0.3025349 
## Iteration 20 lambda =  -0.3025361 
## Iteration 21 lambda =  -0.3025367 
## Iteration 22 lambda =  -0.3025371 
## Iteration 23 lambda =  -0.3025372 
## Iteration 24 lambda =  -0.3025373 
## Iteration 1 lambda =  0.3261525 
## Iteration 2 lambda =  -0.01077124 
## Iteration 3 lambda =  -0.1792331 
## Iteration 4 lambda =  -0.263464 
## Iteration 5 lambda =  -0.3055795 
## Iteration 6 lambda =  -0.3266373 
## Iteration 7 lambda =  -0.3371661 
## Iteration 8 lambda =  -0.3424306 
## Iteration 9 lambda =  -0.3450628 
## Iteration 10 lambda =  -0.3463789 
## Iteration 11 lambda =  -0.3470369 
## Iteration 12 lambda =  -0.347366 
## Iteration 13 lambda =  -0.3475305 
## Iteration 14 lambda =  -0.3476127 
## Iteration 15 lambda =  -0.3476539 
## Iteration 16 lambda =  -0.3476744 
## Iteration 17 lambda =  -0.3476847 
## Iteration 18 lambda =  -0.3476898 
## Iteration 19 lambda =  -0.3476924 
## Iteration 20 lambda =  -0.3476937 
## Iteration 21 lambda =  -0.3476943 
## Iteration 22 lambda =  -0.3476947 
## Iteration 23 lambda =  -0.3476948 
## Iteration 24 lambda =  -0.3476949 
## Iteration 1 lambda =  0.3141776 
## Iteration 2 lambda =  -0.02873353 
## Iteration 3 lambda =  -0.2001891 
## Iteration 4 lambda =  -0.2859169 
## Iteration 5 lambda =  -0.3287808 
## Iteration 6 lambda =  -0.3502128 
## Iteration 7 lambda =  -0.3609287 
## Iteration 8 lambda =  -0.3662867 
## Iteration 9 lambda =  -0.3689657 
## Iteration 10 lambda =  -0.3703052 
## Iteration 11 lambda =  -0.370975 
## Iteration 12 lambda =  -0.3713098 
## Iteration 13 lambda =  -0.3714773 
## Iteration 14 lambda =  -0.371561 
## Iteration 15 lambda =  -0.3716028 
## Iteration 16 lambda =  -0.3716238 
## Iteration 17 lambda =  -0.3716342 
## Iteration 18 lambda =  -0.3716395 
## Iteration 19 lambda =  -0.3716421 
## Iteration 20 lambda =  -0.3716434 
## Iteration 21 lambda =  -0.3716441 
## Iteration 22 lambda =  -0.3716444 
## Iteration 23 lambda =  -0.3716445 
## Iteration 24 lambda =  -0.3716446 
## Iteration 1 lambda =  0.3533382 
## Iteration 2 lambda =  0.03000732 
## Iteration 3 lambda =  -0.1316581 
## Iteration 4 lambda =  -0.2124909 
## Iteration 5 lambda =  -0.2529072 
## Iteration 6 lambda =  -0.2731154 
## Iteration 7 lambda =  -0.2832195 
## Iteration 8 lambda =  -0.2882715 
## Iteration 9 lambda =  -0.2907976 
## Iteration 10 lambda =  -0.2920606 
## Iteration 11 lambda =  -0.2926921 
## Iteration 12 lambda =  -0.2930078 
## Iteration 13 lambda =  -0.2931657 
## Iteration 14 lambda =  -0.2932446 
## Iteration 15 lambda =  -0.2932841 
## Iteration 16 lambda =  -0.2933038 
## Iteration 17 lambda =  -0.2933137 
## Iteration 18 lambda =  -0.2933186 
## Iteration 19 lambda =  -0.2933211 
## Iteration 20 lambda =  -0.2933223 
## Iteration 21 lambda =  -0.293323 
## Iteration 22 lambda =  -0.2933233 
## Iteration 23 lambda =  -0.2933234 
## Iteration 24 lambda =  -0.2933235 
## Iteration 1 lambda =  0.3996734 
## Iteration 2 lambda =  0.09951012 
## Iteration 3 lambda =  -0.05057152 
## Iteration 4 lambda =  -0.1256123 
## Iteration 5 lambda =  -0.1631328 
## Iteration 6 lambda =  -0.181893 
## Iteration 7 lambda =  -0.1912731 
## Iteration 8 lambda =  -0.1959631 
## Iteration 9 lambda =  -0.1983081 
## Iteration 10 lambda =  -0.1994807 
## Iteration 11 lambda =  -0.2000669 
## Iteration 12 lambda =  -0.20036 
## Iteration 13 lambda =  -0.2005066 
## Iteration 14 lambda =  -0.2005799 
## Iteration 15 lambda =  -0.2006165 
## Iteration 16 lambda =  -0.2006348 
## Iteration 17 lambda =  -0.200644 
## Iteration 18 lambda =  -0.2006486 
## Iteration 19 lambda =  -0.2006509 
## Iteration 20 lambda =  -0.200652 
## Iteration 21 lambda =  -0.2006526 
## Iteration 22 lambda =  -0.2006529 
## Iteration 23 lambda =  -0.200653 
## Iteration 24 lambda =  -0.2006531 
## Iteration 1 lambda =  0.2615566 
## Iteration 2 lambda =  -0.107665 
## Iteration 3 lambda =  -0.2922759 
## Iteration 4 lambda =  -0.3845813 
## Iteration 5 lambda =  -0.430734 
## Iteration 6 lambda =  -0.4538104 
## Iteration 7 lambda =  -0.4653485 
## Iteration 8 lambda =  -0.4711176 
## Iteration 9 lambda =  -0.4740022 
## Iteration 10 lambda =  -0.4754444 
## Iteration 11 lambda =  -0.4761656 
## Iteration 12 lambda =  -0.4765262 
## Iteration 13 lambda =  -0.4767064 
## Iteration 14 lambda =  -0.4767966 
## Iteration 15 lambda =  -0.4768416 
## Iteration 16 lambda =  -0.4768642 
## Iteration 17 lambda =  -0.4768755 
## Iteration 18 lambda =  -0.4768811 
## Iteration 19 lambda =  -0.4768839 
## Iteration 20 lambda =  -0.4768853 
## Iteration 21 lambda =  -0.476886 
## Iteration 22 lambda =  -0.4768864 
## Iteration 23 lambda =  -0.4768865 
## Iteration 24 lambda =  -0.4768866 
## Iteration 1 lambda =  0.2922797 
## Iteration 2 lambda =  -0.0615804 
## Iteration 3 lambda =  -0.2385105 
## Iteration 4 lambda =  -0.3269755 
## Iteration 5 lambda =  -0.371208 
## Iteration 6 lambda =  -0.3933243 
## Iteration 7 lambda =  -0.4043824 
## Iteration 8 lambda =  -0.4099115 
## Iteration 9 lambda =  -0.412676 
## Iteration 10 lambda =  -0.4140583 
## Iteration 11 lambda =  -0.4147494 
## Iteration 12 lambda =  -0.415095 
## Iteration 13 lambda =  -0.4152677 
## Iteration 14 lambda =  -0.4153541 
## Iteration 15 lambda =  -0.4153973 
## Iteration 16 lambda =  -0.4154189 
## Iteration 17 lambda =  -0.4154297 
## Iteration 18 lambda =  -0.4154351 
## Iteration 19 lambda =  -0.4154378 
## Iteration 20 lambda =  -0.4154392 
## Iteration 21 lambda =  -0.4154399 
## Iteration 22 lambda =  -0.4154402 
## Iteration 23 lambda =  -0.4154404 
## Iteration 24 lambda =  -0.4154404 
## Iteration 1 lambda =  0.2688139 
## Iteration 2 lambda =  -0.09677916 
## Iteration 3 lambda =  -0.2795757 
## Iteration 4 lambda =  -0.370974 
## Iteration 5 lambda =  -0.4166731 
## Iteration 6 lambda =  -0.4395227 
## Iteration 7 lambda =  -0.4509474 
## Iteration 8 lambda =  -0.4566598 
## Iteration 9 lambda =  -0.459516 
## Iteration 10 lambda =  -0.4609441 
## Iteration 11 lambda =  -0.4616582 
## Iteration 12 lambda =  -0.4620152 
## Iteration 13 lambda =  -0.4621937 
## Iteration 14 lambda =  -0.462283 
## Iteration 15 lambda =  -0.4623276 
## Iteration 16 lambda =  -0.4623499 
## Iteration 17 lambda =  -0.4623611 
## Iteration 18 lambda =  -0.4623666 
## Iteration 19 lambda =  -0.4623694 
## Iteration 20 lambda =  -0.4623708 
## Iteration 21 lambda =  -0.4623715 
## Iteration 22 lambda =  -0.4623719 
## Iteration 23 lambda =  -0.462372 
## Iteration 24 lambda =  -0.4623721 
## Iteration 1 lambda =  0.3066669 
## Iteration 2 lambda =  -0.03999964 
## Iteration 3 lambda =  -0.2133329 
## Iteration 4 lambda =  -0.2999996 
## Iteration 5 lambda =  -0.3433329 
## Iteration 6 lambda =  -0.3649995 
## Iteration 7 lambda =  -0.3758329 
## Iteration 8 lambda =  -0.3812495 
## Iteration 9 lambda =  -0.3839579 
## Iteration 10 lambda =  -0.385312 
## Iteration 11 lambda =  -0.3859891 
## Iteration 12 lambda =  -0.3863276 
## Iteration 13 lambda =  -0.3864969 
## Iteration 14 lambda =  -0.3865816 
## Iteration 15 lambda =  -0.3866239 
## Iteration 16 lambda =  -0.386645 
## Iteration 17 lambda =  -0.3866556 
## Iteration 18 lambda =  -0.3866609 
## Iteration 19 lambda =  -0.3866635 
## Iteration 20 lambda =  -0.3866649 
## Iteration 21 lambda =  -0.3866655 
## Iteration 22 lambda =  -0.3866659 
## Iteration 23 lambda =  -0.386666 
## Iteration 24 lambda =  -0.3866661 
## Iteration 1 lambda =  0.3483988 
## Iteration 2 lambda =  0.02259818 
## Iteration 3 lambda =  -0.1403021 
## Iteration 4 lambda =  -0.2217523 
## Iteration 5 lambda =  -0.2624774 
## Iteration 6 lambda =  -0.2828399 
## Iteration 7 lambda =  -0.2930212 
## Iteration 8 lambda =  -0.2981118 
## Iteration 9 lambda =  -0.3006571 
## Iteration 10 lambda =  -0.3019298 
## Iteration 11 lambda =  -0.3025661 
## Iteration 12 lambda =  -0.3028843 
## Iteration 13 lambda =  -0.3030433 
## Iteration 14 lambda =  -0.3031229 
## Iteration 15 lambda =  -0.3031627 
## Iteration 16 lambda =  -0.3031825 
## Iteration 17 lambda =  -0.3031925 
## Iteration 18 lambda =  -0.3031975 
## Iteration 19 lambda =  -0.3031999 
## Iteration 20 lambda =  -0.3032012 
## Iteration 21 lambda =  -0.3032018 
## Iteration 22 lambda =  -0.3032021 
## Iteration 23 lambda =  -0.3032023 
## Iteration 24 lambda =  -0.3032024 
## Iteration 1 lambda =  0.3518634 
## Iteration 2 lambda =  0.02779515 
## Iteration 3 lambda =  -0.134239 
## Iteration 4 lambda =  -0.2152561 
## Iteration 5 lambda =  -0.2557646 
## Iteration 6 lambda =  -0.2760189 
## Iteration 7 lambda =  -0.286146 
## Iteration 8 lambda =  -0.2912096 
## Iteration 9 lambda =  -0.2937413 
## Iteration 10 lambda =  -0.2950072 
## Iteration 11 lambda =  -0.2956402 
## Iteration 12 lambda =  -0.2959567 
## Iteration 13 lambda =  -0.2961149 
## Iteration 14 lambda =  -0.296194 
## Iteration 15 lambda =  -0.2962336 
## Iteration 16 lambda =  -0.2962534 
## Iteration 17 lambda =  -0.2962632 
## Iteration 18 lambda =  -0.2962682 
## Iteration 19 lambda =  -0.2962707 
## Iteration 20 lambda =  -0.2962719 
## Iteration 21 lambda =  -0.2962725 
## Iteration 22 lambda =  -0.2962728 
## Iteration 23 lambda =  -0.296273 
## Iteration 24 lambda =  -0.2962731 
## Iteration 1 lambda =  0.366245 
## Iteration 2 lambda =  0.04936745 
## Iteration 3 lambda =  -0.1090713 
## Iteration 4 lambda =  -0.1882907 
## Iteration 5 lambda =  -0.2279004 
## Iteration 6 lambda =  -0.2477052 
## Iteration 7 lambda =  -0.2576076 
## Iteration 8 lambda =  -0.2625589 
## Iteration 9 lambda =  -0.2650345 
## Iteration 10 lambda =  -0.2662723 
## Iteration 11 lambda =  -0.2668912 
## Iteration 12 lambda =  -0.2672006 
## Iteration 13 lambda =  -0.2673553 
## Iteration 14 lambda =  -0.2674327 
## Iteration 15 lambda =  -0.2674714 
## Iteration 16 lambda =  -0.2674907 
## Iteration 17 lambda =  -0.2675004 
## Iteration 18 lambda =  -0.2675052 
## Iteration 19 lambda =  -0.2675077 
## Iteration 20 lambda =  -0.2675089 
## Iteration 21 lambda =  -0.2675095 
## Iteration 22 lambda =  -0.2675098 
## Iteration 23 lambda =  -0.2675099 
## Iteration 24 lambda =  -0.26751 
## Iteration 1 lambda =  0.2281201 
## Iteration 2 lambda =  -0.1578198 
## Iteration 3 lambda =  -0.3507898 
## Iteration 4 lambda =  -0.4472748 
## Iteration 5 lambda =  -0.4955173 
## Iteration 6 lambda =  -0.5196385 
## Iteration 7 lambda =  -0.5316991 
## Iteration 8 lambda =  -0.5377295 
## Iteration 9 lambda =  -0.5407446 
## Iteration 10 lambda =  -0.5422522 
## Iteration 11 lambda =  -0.543006 
## Iteration 12 lambda =  -0.5433829 
## Iteration 13 lambda =  -0.5435713 
## Iteration 14 lambda =  -0.5436655 
## Iteration 15 lambda =  -0.5437127 
## Iteration 16 lambda =  -0.5437362 
## Iteration 17 lambda =  -0.543748 
## Iteration 18 lambda =  -0.5437539 
## Iteration 19 lambda =  -0.5437568 
## Iteration 20 lambda =  -0.5437583 
## Iteration 21 lambda =  -0.543759 
## Iteration 22 lambda =  -0.5437594 
## Iteration 23 lambda =  -0.5437596 
## Iteration 24 lambda =  -0.5437597 
## Iteration 1 lambda =  0.2824869 
## Iteration 2 lambda =  -0.0762697 
## Iteration 3 lambda =  -0.255648 
## Iteration 4 lambda =  -0.3453371 
## Iteration 5 lambda =  -0.3901817 
## Iteration 6 lambda =  -0.412604 
## Iteration 7 lambda =  -0.4238151 
## Iteration 8 lambda =  -0.4294207 
## Iteration 9 lambda =  -0.4322235 
## Iteration 10 lambda =  -0.4336249 
## Iteration 11 lambda =  -0.4343256 
## Iteration 12 lambda =  -0.4346759 
## Iteration 13 lambda =  -0.4348511 
## Iteration 14 lambda =  -0.4349387 
## Iteration 15 lambda =  -0.4349825 
## Iteration 16 lambda =  -0.4350044 
## Iteration 17 lambda =  -0.4350153 
## Iteration 18 lambda =  -0.4350208 
## Iteration 19 lambda =  -0.4350235 
## Iteration 20 lambda =  -0.4350249 
## Iteration 21 lambda =  -0.4350256 
## Iteration 22 lambda =  -0.4350259 
## Iteration 23 lambda =  -0.4350261 
## Iteration 24 lambda =  -0.4350262 
## Iteration 1 lambda =  0.2872974 
## Iteration 2 lambda =  -0.0690539 
## Iteration 3 lambda =  -0.2472296 
## Iteration 4 lambda =  -0.3363174 
## Iteration 5 lambda =  -0.3808613 
## Iteration 6 lambda =  -0.4031332 
## Iteration 7 lambda =  -0.4142692 
## Iteration 8 lambda =  -0.4198372 
## Iteration 9 lambda =  -0.4226212 
## Iteration 10 lambda =  -0.4240132 
## Iteration 11 lambda =  -0.4247092 
## Iteration 12 lambda =  -0.4250572 
## Iteration 13 lambda =  -0.4252312 
## Iteration 14 lambda =  -0.4253182 
## Iteration 15 lambda =  -0.4253617 
## Iteration 16 lambda =  -0.4253835 
## Iteration 17 lambda =  -0.4253943 
## Iteration 18 lambda =  -0.4253998 
## Iteration 19 lambda =  -0.4254025 
## Iteration 20 lambda =  -0.4254038 
## Iteration 21 lambda =  -0.4254045 
## Iteration 22 lambda =  -0.4254049 
## Iteration 23 lambda =  -0.425405 
## Iteration 24 lambda =  -0.4254051 
## Iteration 1 lambda =  0.3121161 
## Iteration 2 lambda =  -0.03182589 
## Iteration 3 lambda =  -0.2037969 
## Iteration 4 lambda =  -0.2897824 
## Iteration 5 lambda =  -0.3327751 
## Iteration 6 lambda =  -0.3542715 
## Iteration 7 lambda =  -0.3650197 
## Iteration 8 lambda =  -0.3703938 
## Iteration 9 lambda =  -0.3730808 
## Iteration 10 lambda =  -0.3744243 
## Iteration 11 lambda =  -0.3750961 
## Iteration 12 lambda =  -0.375432 
## Iteration 13 lambda =  -0.3755999 
## Iteration 14 lambda =  -0.3756839 
## Iteration 15 lambda =  -0.3757259 
## Iteration 16 lambda =  -0.3757469 
## Iteration 17 lambda =  -0.3757574 
## Iteration 18 lambda =  -0.3757626 
## Iteration 19 lambda =  -0.3757652 
## Iteration 20 lambda =  -0.3757665 
## Iteration 21 lambda =  -0.3757672 
## Iteration 22 lambda =  -0.3757675 
## Iteration 23 lambda =  -0.3757677 
## Iteration 24 lambda =  -0.3757678 
## Iteration 1 lambda =  0.2552752 
## Iteration 2 lambda =  -0.1170872 
## Iteration 3 lambda =  -0.3032684 
## Iteration 4 lambda =  -0.396359 
## Iteration 5 lambda =  -0.4429043 
## Iteration 6 lambda =  -0.4661769 
## Iteration 7 lambda =  -0.4778132 
## Iteration 8 lambda =  -0.4836314 
## Iteration 9 lambda =  -0.4865405 
## Iteration 10 lambda =  -0.487995 
## Iteration 11 lambda =  -0.4887223 
## Iteration 12 lambda =  -0.4890859 
## Iteration 13 lambda =  -0.4892677 
## Iteration 14 lambda =  -0.4893586 
## Iteration 15 lambda =  -0.4894041 
## Iteration 16 lambda =  -0.4894268 
## Iteration 17 lambda =  -0.4894382 
## Iteration 18 lambda =  -0.4894439 
## Iteration 19 lambda =  -0.4894467 
## Iteration 20 lambda =  -0.4894481 
## Iteration 21 lambda =  -0.4894488 
## Iteration 22 lambda =  -0.4894492 
## Iteration 23 lambda =  -0.4894494 
## Iteration 24 lambda =  -0.4894495 
## Iteration 1 lambda =  0.3654779 
## Iteration 2 lambda =  0.04821683 
## Iteration 3 lambda =  -0.1104137 
## Iteration 4 lambda =  -0.189729 
## Iteration 5 lambda =  -0.2293866 
## Iteration 6 lambda =  -0.2492154 
## Iteration 7 lambda =  -0.2591298 
## Iteration 8 lambda =  -0.264087 
## Iteration 9 lambda =  -0.2665656 
## Iteration 10 lambda =  -0.2678049 
## Iteration 11 lambda =  -0.2684246 
## Iteration 12 lambda =  -0.2687344 
## Iteration 13 lambda =  -0.2688893 
## Iteration 14 lambda =  -0.2689668 
## Iteration 15 lambda =  -0.2690055 
## Iteration 16 lambda =  -0.2690249 
## Iteration 17 lambda =  -0.2690345 
## Iteration 18 lambda =  -0.2690394 
## Iteration 19 lambda =  -0.2690418 
## Iteration 20 lambda =  -0.269043 
## Iteration 21 lambda =  -0.2690436 
## Iteration 22 lambda =  -0.2690439 
## Iteration 23 lambda =  -0.2690441 
## Iteration 24 lambda =  -0.2690442 
## Iteration 1 lambda =  0.3244715 
## Iteration 2 lambda =  -0.01329278 
## Iteration 3 lambda =  -0.1821749 
## Iteration 4 lambda =  -0.266616 
## Iteration 5 lambda =  -0.3088365 
## Iteration 6 lambda =  -0.3299468 
## Iteration 7 lambda =  -0.3405019 
## Iteration 8 lambda =  -0.3457795 
## Iteration 9 lambda =  -0.3484183 
## Iteration 10 lambda =  -0.3497376 
## Iteration 11 lambda =  -0.3503973 
## Iteration 12 lambda =  -0.3507272 
## Iteration 13 lambda =  -0.3508921 
## Iteration 14 lambda =  -0.3509746 
## Iteration 15 lambda =  -0.3510158 
## Iteration 16 lambda =  -0.3510364 
## Iteration 17 lambda =  -0.3510467 
## Iteration 18 lambda =  -0.3510519 
## Iteration 19 lambda =  -0.3510545 
## Iteration 20 lambda =  -0.3510558 
## Iteration 21 lambda =  -0.3510564 
## Iteration 22 lambda =  -0.3510567 
## Iteration 23 lambda =  -0.3510569 
## Iteration 24 lambda =  -0.351057 
## Iteration 1 lambda =  0.323285 
## Iteration 2 lambda =  -0.01507245 
## Iteration 3 lambda =  -0.1842512 
## Iteration 4 lambda =  -0.2688406 
## Iteration 5 lambda =  -0.3111352 
## Iteration 6 lambda =  -0.3322826 
## Iteration 7 lambda =  -0.3428563 
## Iteration 8 lambda =  -0.3481431 
## Iteration 9 lambda =  -0.3507865 
## Iteration 10 lambda =  -0.3521082 
## Iteration 11 lambda =  -0.3527691 
## Iteration 12 lambda =  -0.3530995 
## Iteration 13 lambda =  -0.3532647 
## Iteration 14 lambda =  -0.3533473 
## Iteration 15 lambda =  -0.3533886 
## Iteration 16 lambda =  -0.3534093 
## Iteration 17 lambda =  -0.3534196 
## Iteration 18 lambda =  -0.3534248 
## Iteration 19 lambda =  -0.3534273 
## Iteration 20 lambda =  -0.3534286 
## Iteration 21 lambda =  -0.3534293 
## Iteration 22 lambda =  -0.3534296 
## Iteration 23 lambda =  -0.3534298 
## Iteration 24 lambda =  -0.3534299 
## Iteration 1 lambda =  0.3476582 
## Iteration 2 lambda =  0.02148733 
## Iteration 3 lambda =  -0.1415981 
## Iteration 4 lambda =  -0.2231408 
## Iteration 5 lambda =  -0.2639122 
## Iteration 6 lambda =  -0.2842979 
## Iteration 7 lambda =  -0.2944907 
## Iteration 8 lambda =  -0.2995871 
## Iteration 9 lambda =  -0.3021354 
## Iteration 10 lambda =  -0.3034095 
## Iteration 11 lambda =  -0.3040465 
## Iteration 12 lambda =  -0.304365 
## Iteration 13 lambda =  -0.3045243 
## Iteration 14 lambda =  -0.3046039 
## Iteration 15 lambda =  -0.3046437 
## Iteration 16 lambda =  -0.3046637 
## Iteration 17 lambda =  -0.3046736 
## Iteration 18 lambda =  -0.3046786 
## Iteration 19 lambda =  -0.3046811 
## Iteration 20 lambda =  -0.3046823 
## Iteration 21 lambda =  -0.3046829 
## Iteration 22 lambda =  -0.3046833 
## Iteration 23 lambda =  -0.3046834 
## Iteration 24 lambda =  -0.3046835 
## Iteration 1 lambda =  0.3532613 
## Iteration 2 lambda =  0.02989202 
## Iteration 3 lambda =  -0.1317926 
## Iteration 4 lambda =  -0.212635 
## Iteration 5 lambda =  -0.2530561 
## Iteration 6 lambda =  -0.2732667 
## Iteration 7 lambda =  -0.283372 
## Iteration 8 lambda =  -0.2884247 
## Iteration 9 lambda =  -0.290951 
## Iteration 10 lambda =  -0.2922141 
## Iteration 11 lambda =  -0.2928457 
## Iteration 12 lambda =  -0.2931615 
## Iteration 13 lambda =  -0.2933194 
## Iteration 14 lambda =  -0.2933984 
## Iteration 15 lambda =  -0.2934378 
## Iteration 16 lambda =  -0.2934576 
## Iteration 17 lambda =  -0.2934674 
## Iteration 18 lambda =  -0.2934724 
## Iteration 19 lambda =  -0.2934748 
## Iteration 20 lambda =  -0.2934761 
## Iteration 21 lambda =  -0.2934767 
## Iteration 22 lambda =  -0.293477 
## Iteration 23 lambda =  -0.2934772 
## Iteration 24 lambda =  -0.2934772 
## Iteration 1 lambda =  0.3968618 
## Iteration 2 lambda =  0.09529266 
## Iteration 3 lambda =  -0.05549189 
## Iteration 4 lambda =  -0.1308842 
## Iteration 5 lambda =  -0.1685803 
## Iteration 6 lambda =  -0.1874284 
## Iteration 7 lambda =  -0.1968524 
## Iteration 8 lambda =  -0.2015644 
## Iteration 9 lambda =  -0.2039204 
## Iteration 10 lambda =  -0.2050984 
## Iteration 11 lambda =  -0.2056874 
## Iteration 12 lambda =  -0.2059819 
## Iteration 13 lambda =  -0.2061292 
## Iteration 14 lambda =  -0.2062028 
## Iteration 15 lambda =  -0.2062396 
## Iteration 16 lambda =  -0.206258 
## Iteration 17 lambda =  -0.2062672 
## Iteration 18 lambda =  -0.2062718 
## Iteration 19 lambda =  -0.2062741 
## Iteration 20 lambda =  -0.2062753 
## Iteration 21 lambda =  -0.2062759 
## Iteration 22 lambda =  -0.2062762 
## Iteration 23 lambda =  -0.2062763 
## Iteration 24 lambda =  -0.2062764 
## Iteration 1 lambda =  0.2599082 
## Iteration 2 lambda =  -0.1101377 
## Iteration 3 lambda =  -0.2951607 
## Iteration 4 lambda =  -0.3876721 
## Iteration 5 lambda =  -0.4339279 
## Iteration 6 lambda =  -0.4570558 
## Iteration 7 lambda =  -0.4686197 
## Iteration 8 lambda =  -0.4744017 
## Iteration 9 lambda =  -0.4772926 
## Iteration 10 lambda =  -0.4787381 
## Iteration 11 lambda =  -0.4794609 
## Iteration 12 lambda =  -0.4798223 
## Iteration 13 lambda =  -0.4800029 
## Iteration 14 lambda =  -0.4800933 
## Iteration 15 lambda =  -0.4801385 
## Iteration 16 lambda =  -0.480161 
## Iteration 17 lambda =  -0.4801723 
## Iteration 18 lambda =  -0.480178 
## Iteration 19 lambda =  -0.4801808 
## Iteration 20 lambda =  -0.4801822 
## Iteration 21 lambda =  -0.4801829 
## Iteration 22 lambda =  -0.4801833 
## Iteration 23 lambda =  -0.4801834 
## Iteration 24 lambda =  -0.4801835 
## Iteration 1 lambda =  0.3529691 
## Iteration 2 lambda =  0.02945361 
## Iteration 3 lambda =  -0.1323041 
## Iteration 4 lambda =  -0.213183 
## Iteration 5 lambda =  -0.2536224 
## Iteration 6 lambda =  -0.2738421 
## Iteration 7 lambda =  -0.283952 
## Iteration 8 lambda =  -0.2890069 
## Iteration 9 lambda =  -0.2915344 
## Iteration 10 lambda =  -0.2927981 
## Iteration 11 lambda =  -0.29343 
## Iteration 12 lambda =  -0.2937459 
## Iteration 13 lambda =  -0.2939039 
## Iteration 14 lambda =  -0.2939829 
## Iteration 15 lambda =  -0.2940224 
## Iteration 16 lambda =  -0.2940421 
## Iteration 17 lambda =  -0.294052 
## Iteration 18 lambda =  -0.2940569 
## Iteration 19 lambda =  -0.2940594 
## Iteration 20 lambda =  -0.2940606 
## Iteration 21 lambda =  -0.2940612 
## Iteration 22 lambda =  -0.2940615 
## Iteration 23 lambda =  -0.2940617 
## Iteration 24 lambda =  -0.2940618 
## Iteration 1 lambda =  0.382494 
## Iteration 2 lambda =  0.07374106 
## Iteration 3 lambda =  -0.08063542 
## Iteration 4 lambda =  -0.1578237 
## Iteration 5 lambda =  -0.1964178 
## Iteration 6 lambda =  -0.2157149 
## Iteration 7 lambda =  -0.2253634 
## Iteration 8 lambda =  -0.2301876 
## Iteration 9 lambda =  -0.2325998 
## Iteration 10 lambda =  -0.2338058 
## Iteration 11 lambda =  -0.2344089 
## Iteration 12 lambda =  -0.2347104 
## Iteration 13 lambda =  -0.2348612 
## Iteration 14 lambda =  -0.2349365 
## Iteration 15 lambda =  -0.2349742 
## Iteration 16 lambda =  -0.2349931 
## Iteration 17 lambda =  -0.2350025 
## Iteration 18 lambda =  -0.2350072 
## Iteration 19 lambda =  -0.2350096 
## Iteration 20 lambda =  -0.2350107 
## Iteration 21 lambda =  -0.2350113 
## Iteration 22 lambda =  -0.2350116 
## Iteration 23 lambda =  -0.2350118 
## Iteration 24 lambda =  -0.2350118 
## Iteration 1 lambda =  0.3108452 
## Iteration 2 lambda =  -0.03373214 
## Iteration 3 lambda =  -0.2060208 
## Iteration 4 lambda =  -0.2921652 
## Iteration 5 lambda =  -0.3352373 
## Iteration 6 lambda =  -0.3567734 
## Iteration 7 lambda =  -0.3675415 
## Iteration 8 lambda =  -0.3729255 
## Iteration 9 lambda =  -0.3756175 
## Iteration 10 lambda =  -0.3769635 
## Iteration 11 lambda =  -0.3776365 
## Iteration 12 lambda =  -0.377973 
## Iteration 13 lambda =  -0.3781413 
## Iteration 14 lambda =  -0.3782254 
## Iteration 15 lambda =  -0.3782675 
## Iteration 16 lambda =  -0.3782885 
## Iteration 17 lambda =  -0.378299 
## Iteration 18 lambda =  -0.3783043 
## Iteration 19 lambda =  -0.3783069 
## Iteration 20 lambda =  -0.3783082 
## Iteration 21 lambda =  -0.3783089 
## Iteration 22 lambda =  -0.3783092 
## Iteration 23 lambda =  -0.3783093 
## Iteration 24 lambda =  -0.3783094 
## Iteration 1 lambda =  0.3915707 
## Iteration 2 lambda =  0.08735598 
## Iteration 3 lambda =  -0.06475136 
## Iteration 4 lambda =  -0.140805 
## Iteration 5 lambda =  -0.1788319 
## Iteration 6 lambda =  -0.1978453 
## Iteration 7 lambda =  -0.207352 
## Iteration 8 lambda =  -0.2121053 
## Iteration 9 lambda =  -0.214482 
## Iteration 10 lambda =  -0.2156704 
## Iteration 11 lambda =  -0.2162645 
## Iteration 12 lambda =  -0.2165616 
## Iteration 13 lambda =  -0.2167102 
## Iteration 14 lambda =  -0.2167844 
## Iteration 15 lambda =  -0.2168216 
## Iteration 16 lambda =  -0.2168401 
## Iteration 17 lambda =  -0.2168494 
## Iteration 18 lambda =  -0.2168541 
## Iteration 19 lambda =  -0.2168564 
## Iteration 20 lambda =  -0.2168575 
## Iteration 21 lambda =  -0.2168581 
## Iteration 22 lambda =  -0.2168584 
## Iteration 23 lambda =  -0.2168586 
## Iteration 24 lambda =  -0.2168586 
## Iteration 1 lambda =  0.409543 
## Iteration 2 lambda =  0.1143145 
## Iteration 3 lambda =  -0.03329972 
## Iteration 4 lambda =  -0.1071068 
## Iteration 5 lambda =  -0.1440104 
## Iteration 6 lambda =  -0.1624622 
## Iteration 7 lambda =  -0.1716881 
## Iteration 8 lambda =  -0.176301 
## Iteration 9 lambda =  -0.1786075 
## Iteration 10 lambda =  -0.1797607 
## Iteration 11 lambda =  -0.1803374 
## Iteration 12 lambda =  -0.1806257 
## Iteration 13 lambda =  -0.1807698 
## Iteration 14 lambda =  -0.1808419 
## Iteration 15 lambda =  -0.1808779 
## Iteration 16 lambda =  -0.180896 
## Iteration 17 lambda =  -0.180905 
## Iteration 18 lambda =  -0.1809095 
## Iteration 19 lambda =  -0.1809117 
## Iteration 20 lambda =  -0.1809128 
## Iteration 21 lambda =  -0.1809134 
## Iteration 22 lambda =  -0.1809137 
## Iteration 23 lambda =  -0.1809138 
## Iteration 24 lambda =  -0.1809139 
## Iteration 1 lambda =  0.3183086 
## Iteration 2 lambda =  -0.02253709 
## Iteration 3 lambda =  -0.1929599 
## Iteration 4 lambda =  -0.2781714 
## Iteration 5 lambda =  -0.3207771 
## Iteration 6 lambda =  -0.3420799 
## Iteration 7 lambda =  -0.3527314 
## Iteration 8 lambda =  -0.3580571 
## Iteration 9 lambda =  -0.3607199 
## Iteration 10 lambda =  -0.3620514 
## Iteration 11 lambda =  -0.3627171 
## Iteration 12 lambda =  -0.3630499 
## Iteration 13 lambda =  -0.3632164 
## Iteration 14 lambda =  -0.3632996 
## Iteration 15 lambda =  -0.3633412 
## Iteration 16 lambda =  -0.363362 
## Iteration 17 lambda =  -0.3633724 
## Iteration 18 lambda =  -0.3633776 
## Iteration 19 lambda =  -0.3633802 
## Iteration 20 lambda =  -0.3633815 
## Iteration 21 lambda =  -0.3633821 
## Iteration 22 lambda =  -0.3633825 
## Iteration 23 lambda =  -0.3633826 
## Iteration 24 lambda =  -0.3633827 
## Iteration 1 lambda =  0.2849936 
## Iteration 2 lambda =  -0.07250957 
## Iteration 3 lambda =  -0.2512612 
## Iteration 4 lambda =  -0.340637 
## Iteration 5 lambda =  -0.3853249 
## Iteration 6 lambda =  -0.4076688 
## Iteration 7 lambda =  -0.4188408 
## Iteration 8 lambda =  -0.4244268 
## Iteration 9 lambda =  -0.4272198 
## Iteration 10 lambda =  -0.4286163 
## Iteration 11 lambda =  -0.4293145 
## Iteration 12 lambda =  -0.4296636 
## Iteration 13 lambda =  -0.4298382 
## Iteration 14 lambda =  -0.4299255 
## Iteration 15 lambda =  -0.4299691 
## Iteration 16 lambda =  -0.4299909 
## Iteration 17 lambda =  -0.4300019 
## Iteration 18 lambda =  -0.4300073 
## Iteration 19 lambda =  -0.43001 
## Iteration 20 lambda =  -0.4300114 
## Iteration 21 lambda =  -0.4300121 
## Iteration 22 lambda =  -0.4300124 
## Iteration 23 lambda =  -0.4300126 
## Iteration 24 lambda =  -0.4300127 
## Iteration 1 lambda =  0.3096415 
## Iteration 2 lambda =  -0.0355378 
## Iteration 3 lambda =  -0.2081274 
## Iteration 4 lambda =  -0.2944223 
## Iteration 5 lambda =  -0.3375697 
## Iteration 6 lambda =  -0.3591434 
## Iteration 7 lambda =  -0.3699302 
## Iteration 8 lambda =  -0.3753236 
## Iteration 9 lambda =  -0.3780204 
## Iteration 10 lambda =  -0.3793687 
## Iteration 11 lambda =  -0.3800429 
## Iteration 12 lambda =  -0.38038 
## Iteration 13 lambda =  -0.3805485 
## Iteration 14 lambda =  -0.3806328 
## Iteration 15 lambda =  -0.3806749 
## Iteration 16 lambda =  -0.380696 
## Iteration 17 lambda =  -0.3807065 
## Iteration 18 lambda =  -0.3807118 
## Iteration 19 lambda =  -0.3807144 
## Iteration 20 lambda =  -0.3807158 
## Iteration 21 lambda =  -0.3807164 
## Iteration 22 lambda =  -0.3807167 
## Iteration 23 lambda =  -0.3807169 
## Iteration 24 lambda =  -0.380717 
## Iteration 1 lambda =  0.305809 
## Iteration 2 lambda =  -0.04128648 
## Iteration 3 lambda =  -0.2148342 
## Iteration 4 lambda =  -0.3016081 
## Iteration 5 lambda =  -0.344995 
## Iteration 6 lambda =  -0.3666885 
## Iteration 7 lambda =  -0.3775352 
## Iteration 8 lambda =  -0.3829586 
## Iteration 9 lambda =  -0.3856703 
## Iteration 10 lambda =  -0.3870261 
## Iteration 11 lambda =  -0.3877041 
## Iteration 12 lambda =  -0.388043 
## Iteration 13 lambda =  -0.3882125 
## Iteration 14 lambda =  -0.3882972 
## Iteration 15 lambda =  -0.3883396 
## Iteration 16 lambda =  -0.3883608 
## Iteration 17 lambda =  -0.3883714 
## Iteration 18 lambda =  -0.3883767 
## Iteration 19 lambda =  -0.3883793 
## Iteration 20 lambda =  -0.3883806 
## Iteration 21 lambda =  -0.3883813 
## Iteration 22 lambda =  -0.3883816 
## Iteration 23 lambda =  -0.3883818 
## Iteration 24 lambda =  -0.3883819 
## Iteration 1 lambda =  0.3296204 
## Iteration 2 lambda =  -0.005569352 
## Iteration 3 lambda =  -0.1731642 
## Iteration 4 lambda =  -0.2569617 
## Iteration 5 lambda =  -0.2988604 
## Iteration 6 lambda =  -0.3198098 
## Iteration 7 lambda =  -0.3302845 
## Iteration 8 lambda =  -0.3355218 
## Iteration 9 lambda =  -0.3381405 
## Iteration 10 lambda =  -0.3394498 
## Iteration 11 lambda =  -0.3401045 
## Iteration 12 lambda =  -0.3404318 
## Iteration 13 lambda =  -0.3405955 
## Iteration 14 lambda =  -0.3406773 
## Iteration 15 lambda =  -0.3407182 
## Iteration 16 lambda =  -0.3407387 
## Iteration 17 lambda =  -0.3407489 
## Iteration 18 lambda =  -0.340754 
## Iteration 19 lambda =  -0.3407566 
## Iteration 20 lambda =  -0.3407579 
## Iteration 21 lambda =  -0.3407585 
## Iteration 22 lambda =  -0.3407588 
## Iteration 23 lambda =  -0.340759 
## Iteration 24 lambda =  -0.3407591 
## Iteration 1 lambda =  0.4078942 
## Iteration 2 lambda =  0.1118413 
## Iteration 3 lambda =  -0.03618517 
## Iteration 4 lambda =  -0.1101984 
## Iteration 5 lambda =  -0.147205 
## Iteration 6 lambda =  -0.1657083 
## Iteration 7 lambda =  -0.17496 
## Iteration 8 lambda =  -0.1795858 
## Iteration 9 lambda =  -0.1818987 
## Iteration 10 lambda =  -0.1830552 
## Iteration 11 lambda =  -0.1836334 
## Iteration 12 lambda =  -0.1839225 
## Iteration 13 lambda =  -0.1840671 
## Iteration 14 lambda =  -0.1841393 
## Iteration 15 lambda =  -0.1841755 
## Iteration 16 lambda =  -0.1841936 
## Iteration 17 lambda =  -0.1842026 
## Iteration 18 lambda =  -0.1842071 
## Iteration 19 lambda =  -0.1842094 
## Iteration 20 lambda =  -0.1842105 
## Iteration 21 lambda =  -0.1842111 
## Iteration 22 lambda =  -0.1842113 
## Iteration 23 lambda =  -0.1842115 
## Iteration 24 lambda =  -0.1842116 
## Iteration 1 lambda =  0.323035 
## Iteration 2 lambda =  -0.01544743 
## Iteration 3 lambda =  -0.1846887 
## Iteration 4 lambda =  -0.2693093 
## Iteration 5 lambda =  -0.3116196 
## Iteration 6 lambda =  -0.3327748 
## Iteration 7 lambda =  -0.3433523 
## Iteration 8 lambda =  -0.3486411 
## Iteration 9 lambda =  -0.3512855 
## Iteration 10 lambda =  -0.3526077 
## Iteration 11 lambda =  -0.3532688 
## Iteration 12 lambda =  -0.3535994 
## Iteration 13 lambda =  -0.3537646 
## Iteration 14 lambda =  -0.3538473 
## Iteration 15 lambda =  -0.3538886 
## Iteration 16 lambda =  -0.3539093 
## Iteration 17 lambda =  -0.3539196 
## Iteration 18 lambda =  -0.3539247 
## Iteration 19 lambda =  -0.3539273 
## Iteration 20 lambda =  -0.3539286 
## Iteration 21 lambda =  -0.3539293 
## Iteration 22 lambda =  -0.3539296 
## Iteration 23 lambda =  -0.3539298 
## Iteration 24 lambda =  -0.3539298 
## Iteration 1 lambda =  0.3558995 
## Iteration 2 lambda =  0.03384923 
## Iteration 3 lambda =  -0.1271759 
## Iteration 4 lambda =  -0.2076885 
## Iteration 5 lambda =  -0.2479447 
## Iteration 6 lambda =  -0.2680729 
## Iteration 7 lambda =  -0.278137 
## Iteration 8 lambda =  -0.283169 
## Iteration 9 lambda =  -0.285685 
## Iteration 10 lambda =  -0.286943 
## Iteration 11 lambda =  -0.287572 
## Iteration 12 lambda =  -0.2878865 
## Iteration 13 lambda =  -0.2880438 
## Iteration 14 lambda =  -0.2881224 
## Iteration 15 lambda =  -0.2881617 
## Iteration 16 lambda =  -0.2881814 
## Iteration 17 lambda =  -0.2881912 
## Iteration 18 lambda =  -0.2881961 
## Iteration 19 lambda =  -0.2881986 
## Iteration 20 lambda =  -0.2881998 
## Iteration 21 lambda =  -0.2882004 
## Iteration 22 lambda =  -0.2882007 
## Iteration 23 lambda =  -0.2882009 
## Iteration 24 lambda =  -0.2882009 
## Iteration 1 lambda =  0.2612096 
## Iteration 2 lambda =  -0.1081856 
## Iteration 3 lambda =  -0.2928831 
## Iteration 4 lambda =  -0.3852319 
## Iteration 5 lambda =  -0.4314063 
## Iteration 6 lambda =  -0.4544935 
## Iteration 7 lambda =  -0.4660371 
## Iteration 8 lambda =  -0.4718089 
## Iteration 9 lambda =  -0.4746948 
## Iteration 10 lambda =  -0.4761378 
## Iteration 11 lambda =  -0.4768593 
## Iteration 12 lambda =  -0.47722 
## Iteration 13 lambda =  -0.4774004 
## Iteration 14 lambda =  -0.4774906 
## Iteration 15 lambda =  -0.4775356 
## Iteration 16 lambda =  -0.4775582 
## Iteration 17 lambda =  -0.4775695 
## Iteration 18 lambda =  -0.4775751 
## Iteration 19 lambda =  -0.4775779 
## Iteration 20 lambda =  -0.4775793 
## Iteration 21 lambda =  -0.47758 
## Iteration 22 lambda =  -0.4775804 
## Iteration 23 lambda =  -0.4775806 
## Iteration 24 lambda =  -0.4775807 
## Iteration 1 lambda =  0.3999923 
## Iteration 2 lambda =  0.09998838 
## Iteration 3 lambda =  -0.05001355 
## Iteration 4 lambda =  -0.1250145 
## Iteration 5 lambda =  -0.162515 
## Iteration 6 lambda =  -0.1812652 
## Iteration 7 lambda =  -0.1906404 
## Iteration 8 lambda =  -0.1953279 
## Iteration 9 lambda =  -0.1976717 
## Iteration 10 lambda =  -0.1988436 
## Iteration 11 lambda =  -0.1994295 
## Iteration 12 lambda =  -0.1997225 
## Iteration 13 lambda =  -0.199869 
## Iteration 14 lambda =  -0.1999422 
## Iteration 15 lambda =  -0.1999789 
## Iteration 16 lambda =  -0.1999972 
## Iteration 17 lambda =  -0.2000063 
## Iteration 18 lambda =  -0.2000109 
## Iteration 19 lambda =  -0.2000132 
## Iteration 20 lambda =  -0.2000143 
## Iteration 21 lambda =  -0.2000149 
## Iteration 22 lambda =  -0.2000152 
## Iteration 23 lambda =  -0.2000153 
## Iteration 24 lambda =  -0.2000154 
## Iteration 1 lambda =  0.3294105 
## Iteration 2 lambda =  -0.005884179 
## Iteration 3 lambda =  -0.1735315 
## Iteration 4 lambda =  -0.2573552 
## Iteration 5 lambda =  -0.2992671 
## Iteration 6 lambda =  -0.320223 
## Iteration 7 lambda =  -0.3307009 
## Iteration 8 lambda =  -0.3359399 
## Iteration 9 lambda =  -0.3385594 
## Iteration 10 lambda =  -0.3398692 
## Iteration 11 lambda =  -0.340524 
## Iteration 12 lambda =  -0.3408515 
## Iteration 13 lambda =  -0.3410152 
## Iteration 14 lambda =  -0.341097 
## Iteration 15 lambda =  -0.341138 
## Iteration 16 lambda =  -0.3411584 
## Iteration 17 lambda =  -0.3411687 
## Iteration 18 lambda =  -0.3411738 
## Iteration 19 lambda =  -0.3411763 
## Iteration 20 lambda =  -0.3411776 
## Iteration 21 lambda =  -0.3411783 
## Iteration 22 lambda =  -0.3411786 
## Iteration 23 lambda =  -0.3411787 
## Iteration 24 lambda =  -0.3411788 
## Iteration 1 lambda =  0.3610222 
## Iteration 2 lambda =  0.04153326 
## Iteration 3 lambda =  -0.1182112 
## Iteration 4 lambda =  -0.1980834 
## Iteration 5 lambda =  -0.2380195 
## Iteration 6 lambda =  -0.2579876 
## Iteration 7 lambda =  -0.2679716 
## Iteration 8 lambda =  -0.2729636 
## Iteration 9 lambda =  -0.2754596 
## Iteration 10 lambda =  -0.2767077 
## Iteration 11 lambda =  -0.2773317 
## Iteration 12 lambda =  -0.2776437 
## Iteration 13 lambda =  -0.2777997 
## Iteration 14 lambda =  -0.2778777 
## Iteration 15 lambda =  -0.2779167 
## Iteration 16 lambda =  -0.2779362 
## Iteration 17 lambda =  -0.2779459 
## Iteration 18 lambda =  -0.2779508 
## Iteration 19 lambda =  -0.2779532 
## Iteration 20 lambda =  -0.2779544 
## Iteration 21 lambda =  -0.277955 
## Iteration 22 lambda =  -0.2779553 
## Iteration 23 lambda =  -0.2779555 
## Iteration 24 lambda =  -0.2779556 
## Iteration 1 lambda =  0.3735161 
## Iteration 2 lambda =  0.06027414 
## Iteration 3 lambda =  -0.09634684 
## Iteration 4 lambda =  -0.1746573 
## Iteration 5 lambda =  -0.2138126 
## Iteration 6 lambda =  -0.2333902 
## Iteration 7 lambda =  -0.243179 
## Iteration 8 lambda =  -0.2480734 
## Iteration 9 lambda =  -0.2505206 
## Iteration 10 lambda =  -0.2517442 
## Iteration 11 lambda =  -0.252356 
## Iteration 12 lambda =  -0.2526619 
## Iteration 13 lambda =  -0.2528149 
## Iteration 14 lambda =  -0.2528913 
## Iteration 15 lambda =  -0.2529296 
## Iteration 16 lambda =  -0.2529487 
## Iteration 17 lambda =  -0.2529583 
## Iteration 18 lambda =  -0.252963 
## Iteration 19 lambda =  -0.2529654 
## Iteration 20 lambda =  -0.2529666 
## Iteration 21 lambda =  -0.2529672 
## Iteration 22 lambda =  -0.2529675 
## Iteration 23 lambda =  -0.2529677 
## Iteration 24 lambda =  -0.2529677 
## Iteration 1 lambda =  0.3548325 
## Iteration 2 lambda =  0.03224882 
## Iteration 3 lambda =  -0.129043 
## Iteration 4 lambda =  -0.209689 
## Iteration 5 lambda =  -0.2500119 
## Iteration 6 lambda =  -0.2701734 
## Iteration 7 lambda =  -0.2802542 
## Iteration 8 lambda =  -0.2852945 
## Iteration 9 lambda =  -0.2878147 
## Iteration 10 lambda =  -0.2890748 
## Iteration 11 lambda =  -0.2897049 
## Iteration 12 lambda =  -0.2900199 
## Iteration 13 lambda =  -0.2901774 
## Iteration 14 lambda =  -0.2902561 
## Iteration 15 lambda =  -0.2902955 
## Iteration 16 lambda =  -0.2903152 
## Iteration 17 lambda =  -0.2903251 
## Iteration 18 lambda =  -0.29033 
## Iteration 19 lambda =  -0.2903324 
## Iteration 20 lambda =  -0.2903337 
## Iteration 21 lambda =  -0.2903343 
## Iteration 22 lambda =  -0.2903346 
## Iteration 23 lambda =  -0.2903347 
## Iteration 24 lambda =  -0.2903348 
## Iteration 1 lambda =  0.3385155 
## Iteration 2 lambda =  0.007773315 
## Iteration 3 lambda =  -0.1575978 
## Iteration 4 lambda =  -0.2402834 
## Iteration 5 lambda =  -0.2816261 
## Iteration 6 lambda =  -0.3022975 
## Iteration 7 lambda =  -0.3126332 
## Iteration 8 lambda =  -0.3178011 
## Iteration 9 lambda =  -0.320385 
## Iteration 10 lambda =  -0.321677 
## Iteration 11 lambda =  -0.3223229 
## Iteration 12 lambda =  -0.3226459 
## Iteration 13 lambda =  -0.3228074 
## Iteration 14 lambda =  -0.3228882 
## Iteration 15 lambda =  -0.3229285 
## Iteration 16 lambda =  -0.3229487 
## Iteration 17 lambda =  -0.3229588 
## Iteration 18 lambda =  -0.3229639 
## Iteration 19 lambda =  -0.3229664 
## Iteration 20 lambda =  -0.3229677 
## Iteration 21 lambda =  -0.3229683 
## Iteration 22 lambda =  -0.3229686 
## Iteration 23 lambda =  -0.3229688 
## Iteration 24 lambda =  -0.3229688 
## Iteration 1 lambda =  0.2679522 
## Iteration 2 lambda =  -0.09807176 
## Iteration 3 lambda =  -0.2810837 
## Iteration 4 lambda =  -0.3725897 
## Iteration 5 lambda =  -0.4183427 
## Iteration 6 lambda =  -0.4412192 
## Iteration 7 lambda =  -0.4526574 
## Iteration 8 lambda =  -0.4583766 
## Iteration 9 lambda =  -0.4612361 
## Iteration 10 lambda =  -0.4626659 
## Iteration 11 lambda =  -0.4633808 
## Iteration 12 lambda =  -0.4637382 
## Iteration 13 lambda =  -0.463917 
## Iteration 14 lambda =  -0.4640063 
## Iteration 15 lambda =  -0.464051 
## Iteration 16 lambda =  -0.4640733 
## Iteration 17 lambda =  -0.4640845 
## Iteration 18 lambda =  -0.4640901 
## Iteration 19 lambda =  -0.4640929 
## Iteration 20 lambda =  -0.4640943 
## Iteration 21 lambda =  -0.464095 
## Iteration 22 lambda =  -0.4640953 
## Iteration 23 lambda =  -0.4640955 
## Iteration 24 lambda =  -0.4640956 
## Iteration 1 lambda =  0.2095076 
## Iteration 2 lambda =  -0.1857386 
## Iteration 3 lambda =  -0.3833617 
## Iteration 4 lambda =  -0.4821733 
## Iteration 5 lambda =  -0.5315791 
## Iteration 6 lambda =  -0.5562819 
## Iteration 7 lambda =  -0.5686334 
## Iteration 8 lambda =  -0.5748091 
## Iteration 9 lambda =  -0.577897 
## Iteration 10 lambda =  -0.5794409 
## Iteration 11 lambda =  -0.5802129 
## Iteration 12 lambda =  -0.5805988 
## Iteration 13 lambda =  -0.5807918 
## Iteration 14 lambda =  -0.5808883 
## Iteration 15 lambda =  -0.5809366 
## Iteration 16 lambda =  -0.5809607 
## Iteration 17 lambda =  -0.5809728 
## Iteration 18 lambda =  -0.5809788 
## Iteration 19 lambda =  -0.5809818 
## Iteration 20 lambda =  -0.5809833 
## Iteration 21 lambda =  -0.5809841 
## Iteration 22 lambda =  -0.5809845 
## Iteration 23 lambda =  -0.5809846 
## Iteration 24 lambda =  -0.5809847 
## Iteration 1 lambda =  0.2605679 
## Iteration 2 lambda =  -0.1091481 
## Iteration 3 lambda =  -0.2940061 
## Iteration 4 lambda =  -0.3864351 
## Iteration 5 lambda =  -0.4326496 
## Iteration 6 lambda =  -0.4557569 
## Iteration 7 lambda =  -0.4673105 
## Iteration 8 lambda =  -0.4730873 
## Iteration 9 lambda =  -0.4759757 
## Iteration 10 lambda =  -0.4774199 
## Iteration 11 lambda =  -0.478142 
## Iteration 12 lambda =  -0.4785031 
## Iteration 13 lambda =  -0.4786836 
## Iteration 14 lambda =  -0.4787739 
## Iteration 15 lambda =  -0.478819 
## Iteration 16 lambda =  -0.4788415 
## Iteration 17 lambda =  -0.4788528 
## Iteration 18 lambda =  -0.4788585 
## Iteration 19 lambda =  -0.4788613 
## Iteration 20 lambda =  -0.4788627 
## Iteration 21 lambda =  -0.4788634 
## Iteration 22 lambda =  -0.4788638 
## Iteration 23 lambda =  -0.4788639 
## Iteration 24 lambda =  -0.478864 
## Iteration 1 lambda =  0.3574113 
## Iteration 2 lambda =  0.03611689 
## Iteration 3 lambda =  -0.1245303 
## Iteration 4 lambda =  -0.2048539 
## Iteration 5 lambda =  -0.2450157 
## Iteration 6 lambda =  -0.2650966 
## Iteration 7 lambda =  -0.275137 
## Iteration 8 lambda =  -0.2801573 
## Iteration 9 lambda =  -0.2826674 
## Iteration 10 lambda =  -0.2839224 
## Iteration 11 lambda =  -0.28455 
## Iteration 12 lambda =  -0.2848637 
## Iteration 13 lambda =  -0.2850206 
## Iteration 14 lambda =  -0.285099 
## Iteration 15 lambda =  -0.2851383 
## Iteration 16 lambda =  -0.2851579 
## Iteration 17 lambda =  -0.2851677 
## Iteration 18 lambda =  -0.2851726 
## Iteration 19 lambda =  -0.285175 
## Iteration 20 lambda =  -0.2851763 
## Iteration 21 lambda =  -0.2851769 
## Iteration 22 lambda =  -0.2851772 
## Iteration 23 lambda =  -0.2851773 
## Iteration 24 lambda =  -0.2851774 
## Iteration 1 lambda =  0.387082 
## Iteration 2 lambda =  0.08062295 
## Iteration 3 lambda =  -0.07260656 
## Iteration 4 lambda =  -0.1492213 
## Iteration 5 lambda =  -0.1875287 
## Iteration 6 lambda =  -0.2066824 
## Iteration 7 lambda =  -0.2162592 
## Iteration 8 lambda =  -0.2210476 
## Iteration 9 lambda =  -0.2234419 
## Iteration 10 lambda =  -0.224639 
## Iteration 11 lambda =  -0.2252375 
## Iteration 12 lambda =  -0.2255368 
## Iteration 13 lambda =  -0.2256864 
## Iteration 14 lambda =  -0.2257612 
## Iteration 15 lambda =  -0.2257987 
## Iteration 16 lambda =  -0.2258174 
## Iteration 17 lambda =  -0.2258267 
## Iteration 18 lambda =  -0.2258314 
## Iteration 19 lambda =  -0.2258337 
## Iteration 20 lambda =  -0.2258349 
## Iteration 21 lambda =  -0.2258355 
## Iteration 22 lambda =  -0.2258358 
## Iteration 23 lambda =  -0.2258359 
## Iteration 24 lambda =  -0.225836 
## Iteration 1 lambda =  0.3128017 
## Iteration 2 lambda =  -0.03079738 
## Iteration 3 lambda =  -0.2025969 
## Iteration 4 lambda =  -0.2884967 
## Iteration 5 lambda =  -0.3314466 
## Iteration 6 lambda =  -0.3529216 
## Iteration 7 lambda =  -0.363659 
## Iteration 8 lambda =  -0.3690278 
## Iteration 9 lambda =  -0.3717121 
## Iteration 10 lambda =  -0.3730543 
## Iteration 11 lambda =  -0.3737254 
## Iteration 12 lambda =  -0.374061 
## Iteration 13 lambda =  -0.3742287 
## Iteration 14 lambda =  -0.3743126 
## Iteration 15 lambda =  -0.3743546 
## Iteration 16 lambda =  -0.3743755 
## Iteration 17 lambda =  -0.374386 
## Iteration 18 lambda =  -0.3743913 
## Iteration 19 lambda =  -0.3743939 
## Iteration 20 lambda =  -0.3743952 
## Iteration 21 lambda =  -0.3743959 
## Iteration 22 lambda =  -0.3743962 
## Iteration 23 lambda =  -0.3743963 
## Iteration 24 lambda =  -0.3743964 
## Iteration 1 lambda =  0.3139172 
## Iteration 2 lambda =  -0.02912415 
## Iteration 3 lambda =  -0.2006448 
## Iteration 4 lambda =  -0.2864052 
## Iteration 5 lambda =  -0.3292854 
## Iteration 6 lambda =  -0.3507255 
## Iteration 7 lambda =  -0.3614455 
## Iteration 8 lambda =  -0.3668055 
## Iteration 9 lambda =  -0.3694855 
## Iteration 10 lambda =  -0.3708255 
## Iteration 11 lambda =  -0.3714955 
## Iteration 12 lambda =  -0.3718305 
## Iteration 13 lambda =  -0.371998 
## Iteration 14 lambda =  -0.3720818 
## Iteration 15 lambda =  -0.3721237 
## Iteration 16 lambda =  -0.3721446 
## Iteration 17 lambda =  -0.3721551 
## Iteration 18 lambda =  -0.3721603 
## Iteration 19 lambda =  -0.3721629 
## Iteration 20 lambda =  -0.3721642 
## Iteration 21 lambda =  -0.3721649 
## Iteration 22 lambda =  -0.3721652 
## Iteration 23 lambda =  -0.3721654 
## Iteration 24 lambda =  -0.3721655 
## Iteration 1 lambda =  0.3287967 
## Iteration 2 lambda =  -0.006804894 
## Iteration 3 lambda =  -0.1746057 
## Iteration 4 lambda =  -0.2585061 
## Iteration 5 lambda =  -0.3004563 
## Iteration 6 lambda =  -0.3214314 
## Iteration 7 lambda =  -0.331919 
## Iteration 8 lambda =  -0.3371628 
## Iteration 9 lambda =  -0.3397846 
## Iteration 10 lambda =  -0.3410956 
## Iteration 11 lambda =  -0.3417511 
## Iteration 12 lambda =  -0.3420788 
## Iteration 13 lambda =  -0.3422427 
## Iteration 14 lambda =  -0.3423246 
## Iteration 15 lambda =  -0.3423656 
## Iteration 16 lambda =  -0.342386 
## Iteration 17 lambda =  -0.3423963 
## Iteration 18 lambda =  -0.3424014 
## Iteration 19 lambda =  -0.342404 
## Iteration 20 lambda =  -0.3424052 
## Iteration 21 lambda =  -0.3424059 
## Iteration 22 lambda =  -0.3424062 
## Iteration 23 lambda =  -0.3424064 
## Iteration 24 lambda =  -0.3424064 
## Iteration 1 lambda =  0.3184378 
## Iteration 2 lambda =  -0.02234335 
## Iteration 3 lambda =  -0.1927339 
## Iteration 4 lambda =  -0.2779292 
## Iteration 5 lambda =  -0.3205268 
## Iteration 6 lambda =  -0.3418256 
## Iteration 7 lambda =  -0.3524751 
## Iteration 8 lambda =  -0.3577998 
## Iteration 9 lambda =  -0.3604621 
## Iteration 10 lambda =  -0.3617933 
## Iteration 11 lambda =  -0.3624589 
## Iteration 12 lambda =  -0.3627917 
## Iteration 13 lambda =  -0.3629581 
## Iteration 14 lambda =  -0.3630413 
## Iteration 15 lambda =  -0.3630829 
## Iteration 16 lambda =  -0.3631037 
## Iteration 17 lambda =  -0.3631141 
## Iteration 18 lambda =  -0.3631193 
## Iteration 19 lambda =  -0.3631219 
## Iteration 20 lambda =  -0.3631232 
## Iteration 21 lambda =  -0.3631238 
## Iteration 22 lambda =  -0.3631241 
## Iteration 23 lambda =  -0.3631243 
## Iteration 24 lambda =  -0.3631244 
## Iteration 1 lambda =  0.2882127 
## Iteration 2 lambda =  -0.06768089 
## Iteration 3 lambda =  -0.2456277 
## Iteration 4 lambda =  -0.3346011 
## Iteration 5 lambda =  -0.3790878 
## Iteration 6 lambda =  -0.4013312 
## Iteration 7 lambda =  -0.4124528 
## Iteration 8 lambda =  -0.4180137 
## Iteration 9 lambda =  -0.4207941 
## Iteration 10 lambda =  -0.4221843 
## Iteration 11 lambda =  -0.4228794 
## Iteration 12 lambda =  -0.423227 
## Iteration 13 lambda =  -0.4234007 
## Iteration 14 lambda =  -0.4234876 
## Iteration 15 lambda =  -0.4235311 
## Iteration 16 lambda =  -0.4235528 
## Iteration 17 lambda =  -0.4235637 
## Iteration 18 lambda =  -0.4235691 
## Iteration 19 lambda =  -0.4235718 
## Iteration 20 lambda =  -0.4235732 
## Iteration 21 lambda =  -0.4235738 
## Iteration 22 lambda =  -0.4235742 
## Iteration 23 lambda =  -0.4235744 
## Iteration 24 lambda =  -0.4235744 
## Iteration 1 lambda =  0.3505313 
## Iteration 2 lambda =  0.02579695 
## Iteration 3 lambda =  -0.1365702 
## Iteration 4 lambda =  -0.2177538 
## Iteration 5 lambda =  -0.2583456 
## Iteration 6 lambda =  -0.2786415 
## Iteration 7 lambda =  -0.2887895 
## Iteration 8 lambda =  -0.2938634 
## Iteration 9 lambda =  -0.2964004 
## Iteration 10 lambda =  -0.2976689 
## Iteration 11 lambda =  -0.2983032 
## Iteration 12 lambda =  -0.2986203 
## Iteration 13 lambda =  -0.2987788 
## Iteration 14 lambda =  -0.2988581 
## Iteration 15 lambda =  -0.2988978 
## Iteration 16 lambda =  -0.2989176 
## Iteration 17 lambda =  -0.2989275 
## Iteration 18 lambda =  -0.2989324 
## Iteration 19 lambda =  -0.2989349 
## Iteration 20 lambda =  -0.2989362 
## Iteration 21 lambda =  -0.2989368 
## Iteration 22 lambda =  -0.2989371 
## Iteration 23 lambda =  -0.2989372 
## Iteration 24 lambda =  -0.2989373 
## Iteration 1 lambda =  0.3918491 
## Iteration 2 lambda =  0.08777369 
## Iteration 3 lambda =  -0.06426402 
## Iteration 4 lambda =  -0.1402829 
## Iteration 5 lambda =  -0.1782923 
## Iteration 6 lambda =  -0.197297 
## Iteration 7 lambda =  -0.2067994 
## Iteration 8 lambda =  -0.2115506 
## Iteration 9 lambda =  -0.2139262 
## Iteration 10 lambda =  -0.2151139 
## Iteration 11 lambda =  -0.2157078 
## Iteration 12 lambda =  -0.2160048 
## Iteration 13 lambda =  -0.2161533 
## Iteration 14 lambda =  -0.2162275 
## Iteration 15 lambda =  -0.2162646 
## Iteration 16 lambda =  -0.2162832 
## Iteration 17 lambda =  -0.2162925 
## Iteration 18 lambda =  -0.2162971 
## Iteration 19 lambda =  -0.2162994 
## Iteration 20 lambda =  -0.2163006 
## Iteration 21 lambda =  -0.2163012 
## Iteration 22 lambda =  -0.2163015 
## Iteration 23 lambda =  -0.2163016 
## Iteration 24 lambda =  -0.2163017 
## Iteration 1 lambda =  0.336038 
## Iteration 2 lambda =  0.004057039 
## Iteration 3 lambda =  -0.1619335 
## Iteration 4 lambda =  -0.2449287 
## Iteration 5 lambda =  -0.2864263 
## Iteration 6 lambda =  -0.3071751 
## Iteration 7 lambda =  -0.3175495 
## Iteration 8 lambda =  -0.3227367 
## Iteration 9 lambda =  -0.3253303 
## Iteration 10 lambda =  -0.3266271 
## Iteration 11 lambda =  -0.3272755 
## Iteration 12 lambda =  -0.3275997 
## Iteration 13 lambda =  -0.3277618 
## Iteration 14 lambda =  -0.3278429 
## Iteration 15 lambda =  -0.3278834 
## Iteration 16 lambda =  -0.3279037 
## Iteration 17 lambda =  -0.3279138 
## Iteration 18 lambda =  -0.3279189 
## Iteration 19 lambda =  -0.3279214 
## Iteration 20 lambda =  -0.3279227 
## Iteration 21 lambda =  -0.3279233 
## Iteration 22 lambda =  -0.3279236 
## Iteration 23 lambda =  -0.3279238 
## Iteration 24 lambda =  -0.3279239 
## Iteration 1 lambda =  0.3694902 
## Iteration 2 lambda =  0.05423537 
## Iteration 3 lambda =  -0.1033921 
## Iteration 4 lambda =  -0.1822058 
## Iteration 5 lambda =  -0.2216126 
## Iteration 6 lambda =  -0.2413161 
## Iteration 7 lambda =  -0.2511678 
## Iteration 8 lambda =  -0.2560937 
## Iteration 9 lambda =  -0.2585566 
## Iteration 10 lambda =  -0.259788 
## Iteration 11 lambda =  -0.2604038 
## Iteration 12 lambda =  -0.2607116 
## Iteration 13 lambda =  -0.2608656 
## Iteration 14 lambda =  -0.2609425 
## Iteration 15 lambda =  -0.260981 
## Iteration 16 lambda =  -0.2610003 
## Iteration 17 lambda =  -0.2610099 
## Iteration 18 lambda =  -0.2610147 
## Iteration 19 lambda =  -0.2610171 
## Iteration 20 lambda =  -0.2610183 
## Iteration 21 lambda =  -0.2610189 
## Iteration 22 lambda =  -0.2610192 
## Iteration 23 lambda =  -0.2610194 
## Iteration 24 lambda =  -0.2610194 
## Iteration 1 lambda =  0.2577121 
## Iteration 2 lambda =  -0.1134318 
## Iteration 3 lambda =  -0.2990038 
## Iteration 4 lambda =  -0.3917898 
## Iteration 5 lambda =  -0.4381828 
## Iteration 6 lambda =  -0.4613793 
## Iteration 7 lambda =  -0.4729775 
## Iteration 8 lambda =  -0.4787766 
## Iteration 9 lambda =  -0.4816762 
## Iteration 10 lambda =  -0.483126 
## Iteration 11 lambda =  -0.4838509 
## Iteration 12 lambda =  -0.4842133 
## Iteration 13 lambda =  -0.4843945 
## Iteration 14 lambda =  -0.4844852 
## Iteration 15 lambda =  -0.4845305 
## Iteration 16 lambda =  -0.4845531 
## Iteration 17 lambda =  -0.4845644 
## Iteration 18 lambda =  -0.4845701 
## Iteration 19 lambda =  -0.4845729 
## Iteration 20 lambda =  -0.4845743 
## Iteration 21 lambda =  -0.4845751 
## Iteration 22 lambda =  -0.4845754 
## Iteration 23 lambda =  -0.4845756 
## Iteration 24 lambda =  -0.4845757 
## Iteration 1 lambda =  0.3284797 
## Iteration 2 lambda =  -0.007280524 
## Iteration 3 lambda =  -0.1751606 
## Iteration 4 lambda =  -0.2591007 
## Iteration 5 lambda =  -0.3010707 
## Iteration 6 lambda =  -0.3220557 
## Iteration 7 lambda =  -0.3325482 
## Iteration 8 lambda =  -0.3377944 
## Iteration 9 lambda =  -0.3404176 
## Iteration 10 lambda =  -0.3417291 
## Iteration 11 lambda =  -0.3423849 
## Iteration 12 lambda =  -0.3427128 
## Iteration 13 lambda =  -0.3428768 
## Iteration 14 lambda =  -0.3429587 
## Iteration 15 lambda =  -0.3429997 
## Iteration 16 lambda =  -0.3430202 
## Iteration 17 lambda =  -0.3430305 
## Iteration 18 lambda =  -0.3430356 
## Iteration 19 lambda =  -0.3430381 
## Iteration 20 lambda =  -0.3430394 
## Iteration 21 lambda =  -0.3430401 
## Iteration 22 lambda =  -0.3430404 
## Iteration 23 lambda =  -0.3430405 
## Iteration 24 lambda =  -0.3430406 
## Iteration 1 lambda =  0.2714558 
## Iteration 2 lambda =  -0.09281631 
## Iteration 3 lambda =  -0.2749524 
## Iteration 4 lambda =  -0.3660204 
## Iteration 5 lambda =  -0.4115544 
## Iteration 6 lambda =  -0.4343214 
## Iteration 7 lambda =  -0.4457049 
## Iteration 8 lambda =  -0.4513967 
## Iteration 9 lambda =  -0.4542425 
## Iteration 10 lambda =  -0.4556655 
## Iteration 11 lambda =  -0.4563769 
## Iteration 12 lambda =  -0.4567327 
## Iteration 13 lambda =  -0.4569105 
## Iteration 14 lambda =  -0.4569995 
## Iteration 15 lambda =  -0.4570439 
## Iteration 16 lambda =  -0.4570662 
## Iteration 17 lambda =  -0.4570773 
## Iteration 18 lambda =  -0.4570829 
## Iteration 19 lambda =  -0.4570856 
## Iteration 20 lambda =  -0.457087 
## Iteration 21 lambda =  -0.4570877 
## Iteration 22 lambda =  -0.4570881 
## Iteration 23 lambda =  -0.4570882 
## Iteration 24 lambda =  -0.4570883 
## Iteration 1 lambda =  0.3734931 
## Iteration 2 lambda =  0.06023966 
## Iteration 3 lambda =  -0.09638706 
## Iteration 4 lambda =  -0.1747004 
## Iteration 5 lambda =  -0.2138571 
## Iteration 6 lambda =  -0.2334354 
## Iteration 7 lambda =  -0.2432246 
## Iteration 8 lambda =  -0.2481192 
## Iteration 9 lambda =  -0.2505665 
## Iteration 10 lambda =  -0.2517901 
## Iteration 11 lambda =  -0.252402 
## Iteration 12 lambda =  -0.2527079 
## Iteration 13 lambda =  -0.2528608 
## Iteration 14 lambda =  -0.2529373 
## Iteration 15 lambda =  -0.2529755 
## Iteration 16 lambda =  -0.2529947 
## Iteration 17 lambda =  -0.2530042 
## Iteration 18 lambda =  -0.253009 
## Iteration 19 lambda =  -0.2530114 
## Iteration 20 lambda =  -0.2530126 
## Iteration 21 lambda =  -0.2530132 
## Iteration 22 lambda =  -0.2530135 
## Iteration 23 lambda =  -0.2530136 
## Iteration 24 lambda =  -0.2530137 
## Iteration 1 lambda =  0.3213239 
## Iteration 2 lambda =  -0.01801419 
## Iteration 3 lambda =  -0.1876832 
## Iteration 4 lambda =  -0.2725177 
## Iteration 5 lambda =  -0.314935 
## Iteration 6 lambda =  -0.3361436 
## Iteration 7 lambda =  -0.3467479 
## Iteration 8 lambda =  -0.3520501 
## Iteration 9 lambda =  -0.3547012 
## Iteration 10 lambda =  -0.3560267 
## Iteration 11 lambda =  -0.3566895 
## Iteration 12 lambda =  -0.3570209 
## Iteration 13 lambda =  -0.3571866 
## Iteration 14 lambda =  -0.3572694 
## Iteration 15 lambda =  -0.3573108 
## Iteration 16 lambda =  -0.3573315 
## Iteration 17 lambda =  -0.3573419 
## Iteration 18 lambda =  -0.3573471 
## Iteration 19 lambda =  -0.3573497 
## Iteration 20 lambda =  -0.357351 
## Iteration 21 lambda =  -0.3573516 
## Iteration 22 lambda =  -0.3573519 
## Iteration 23 lambda =  -0.3573521 
## Iteration 24 lambda =  -0.3573522 
## Iteration 1 lambda =  0.346854 
## Iteration 2 lambda =  0.02028098 
## Iteration 3 lambda =  -0.1430055 
## Iteration 4 lambda =  -0.2246488 
## Iteration 5 lambda =  -0.2654704 
## Iteration 6 lambda =  -0.2858812 
## Iteration 7 lambda =  -0.2960866 
## Iteration 8 lambda =  -0.3011893 
## Iteration 9 lambda =  -0.3037407 
## Iteration 10 lambda =  -0.3050164 
## Iteration 11 lambda =  -0.3056542 
## Iteration 12 lambda =  -0.3059731 
## Iteration 13 lambda =  -0.3061326 
## Iteration 14 lambda =  -0.3062123 
## Iteration 15 lambda =  -0.3062522 
## Iteration 16 lambda =  -0.3062721 
## Iteration 17 lambda =  -0.3062821 
## Iteration 18 lambda =  -0.306287 
## Iteration 19 lambda =  -0.3062895 
## Iteration 20 lambda =  -0.3062908 
## Iteration 21 lambda =  -0.3062914 
## Iteration 22 lambda =  -0.3062917 
## Iteration 23 lambda =  -0.3062919 
## Iteration 24 lambda =  -0.306292 
## Iteration 1 lambda =  0.2906043 
## Iteration 2 lambda =  -0.06409354 
## Iteration 3 lambda =  -0.2414425 
## Iteration 4 lambda =  -0.3301169 
## Iteration 5 lambda =  -0.3744542 
## Iteration 6 lambda =  -0.3966228 
## Iteration 7 lambda =  -0.4077071 
## Iteration 8 lambda =  -0.4132492 
## Iteration 9 lambda =  -0.4160203 
## Iteration 10 lambda =  -0.4174058 
## Iteration 11 lambda =  -0.4180986 
## Iteration 12 lambda =  -0.418445 
## Iteration 13 lambda =  -0.4186182 
## Iteration 14 lambda =  -0.4187048 
## Iteration 15 lambda =  -0.4187481 
## Iteration 16 lambda =  -0.4187697 
## Iteration 17 lambda =  -0.4187806 
## Iteration 18 lambda =  -0.418786 
## Iteration 19 lambda =  -0.4187887 
## Iteration 20 lambda =  -0.41879 
## Iteration 21 lambda =  -0.4187907 
## Iteration 22 lambda =  -0.418791 
## Iteration 23 lambda =  -0.4187912 
## Iteration 24 lambda =  -0.4187913 
## Iteration 1 lambda =  0.3836266 
## Iteration 2 lambda =  0.07543989 
## Iteration 3 lambda =  -0.07865346 
## Iteration 4 lambda =  -0.1557001 
## Iteration 5 lambda =  -0.1942235 
## Iteration 6 lambda =  -0.2134851 
## Iteration 7 lambda =  -0.223116 
## Iteration 8 lambda =  -0.2279314 
## Iteration 9 lambda =  -0.2303391 
## Iteration 10 lambda =  -0.231543 
## Iteration 11 lambda =  -0.2321449 
## Iteration 12 lambda =  -0.2324458 
## Iteration 13 lambda =  -0.2325963 
## Iteration 14 lambda =  -0.2326716 
## Iteration 15 lambda =  -0.2327092 
## Iteration 16 lambda =  -0.232728 
## Iteration 17 lambda =  -0.2327374 
## Iteration 18 lambda =  -0.2327421 
## Iteration 19 lambda =  -0.2327445 
## Iteration 20 lambda =  -0.2327456 
## Iteration 21 lambda =  -0.2327462 
## Iteration 22 lambda =  -0.2327465 
## Iteration 23 lambda =  -0.2327467 
## Iteration 24 lambda =  -0.2327467 
## Iteration 1 lambda =  0.2826191 
## Iteration 2 lambda =  -0.0760714 
## Iteration 3 lambda =  -0.2554166 
## Iteration 4 lambda =  -0.3450893 
## Iteration 5 lambda =  -0.3899256 
## Iteration 6 lambda =  -0.4123437 
## Iteration 7 lambda =  -0.4235528 
## Iteration 8 lambda =  -0.4291573 
## Iteration 9 lambda =  -0.4319596 
## Iteration 10 lambda =  -0.4333607 
## Iteration 11 lambda =  -0.4340613 
## Iteration 12 lambda =  -0.4344116 
## Iteration 13 lambda =  -0.4345867 
## Iteration 14 lambda =  -0.4346743 
## Iteration 15 lambda =  -0.4347181 
## Iteration 16 lambda =  -0.43474 
## Iteration 17 lambda =  -0.4347509 
## Iteration 18 lambda =  -0.4347564 
## Iteration 19 lambda =  -0.4347591 
## Iteration 20 lambda =  -0.4347605 
## Iteration 21 lambda =  -0.4347612 
## Iteration 22 lambda =  -0.4347615 
## Iteration 23 lambda =  -0.4347617 
## Iteration 24 lambda =  -0.4347618 
## Iteration 1 lambda =  0.2597202 
## Iteration 2 lambda =  -0.1104198 
## Iteration 3 lambda =  -0.2954897 
## Iteration 4 lambda =  -0.3880247 
## Iteration 5 lambda =  -0.4342922 
## Iteration 6 lambda =  -0.4574259 
## Iteration 7 lambda =  -0.4689928 
## Iteration 8 lambda =  -0.4747762 
## Iteration 9 lambda =  -0.477668 
## Iteration 10 lambda =  -0.4791138 
## Iteration 11 lambda =  -0.4798367 
## Iteration 12 lambda =  -0.4801982 
## Iteration 13 lambda =  -0.4803789 
## Iteration 14 lambda =  -0.4804693 
## Iteration 15 lambda =  -0.4805145 
## Iteration 16 lambda =  -0.4805371 
## Iteration 17 lambda =  -0.4805484 
## Iteration 18 lambda =  -0.480554 
## Iteration 19 lambda =  -0.4805568 
## Iteration 20 lambda =  -0.4805583 
## Iteration 21 lambda =  -0.480559 
## Iteration 22 lambda =  -0.4805593 
## Iteration 23 lambda =  -0.4805595 
## Iteration 24 lambda =  -0.4805596 
## Iteration 1 lambda =  0.3357874 
## Iteration 2 lambda =  0.003681143 
## Iteration 3 lambda =  -0.162372 
## Iteration 4 lambda =  -0.2453986 
## Iteration 5 lambda =  -0.2869119 
## Iteration 6 lambda =  -0.3076685 
## Iteration 7 lambda =  -0.3180468 
## Iteration 8 lambda =  -0.323236 
## Iteration 9 lambda =  -0.3258306 
## Iteration 10 lambda =  -0.3271279 
## Iteration 11 lambda =  -0.3277765 
## Iteration 12 lambda =  -0.3281008 
## Iteration 13 lambda =  -0.328263 
## Iteration 14 lambda =  -0.3283441 
## Iteration 15 lambda =  -0.3283846 
## Iteration 16 lambda =  -0.3284049 
## Iteration 17 lambda =  -0.328415 
## Iteration 18 lambda =  -0.3284201 
## Iteration 19 lambda =  -0.3284226 
## Iteration 20 lambda =  -0.3284239 
## Iteration 21 lambda =  -0.3284245 
## Iteration 22 lambda =  -0.3284248 
## Iteration 23 lambda =  -0.328425 
## Iteration 24 lambda =  -0.3284251 
## Iteration 1 lambda =  0.2943131 
## Iteration 2 lambda =  -0.05853031 
## Iteration 3 lambda =  -0.234952 
## Iteration 4 lambda =  -0.3231629 
## Iteration 5 lambda =  -0.3672683 
## Iteration 6 lambda =  -0.389321 
## Iteration 7 lambda =  -0.4003474 
## Iteration 8 lambda =  -0.4058606 
## Iteration 9 lambda =  -0.4086172 
## Iteration 10 lambda =  -0.4099955 
## Iteration 11 lambda =  -0.4106846 
## Iteration 12 lambda =  -0.4110292 
## Iteration 13 lambda =  -0.4112015 
## Iteration 14 lambda =  -0.4112876 
## Iteration 15 lambda =  -0.4113307 
## Iteration 16 lambda =  -0.4113522 
## Iteration 17 lambda =  -0.411363 
## Iteration 18 lambda =  -0.4113684 
## Iteration 19 lambda =  -0.4113711 
## Iteration 20 lambda =  -0.4113724 
## Iteration 21 lambda =  -0.4113731 
## Iteration 22 lambda =  -0.4113734 
## Iteration 23 lambda =  -0.4113736 
## Iteration 24 lambda =  -0.4113737 
## Iteration 1 lambda =  0.2990252 
## Iteration 2 lambda =  -0.05146217 
## Iteration 3 lambda =  -0.2267059 
## Iteration 4 lambda =  -0.3143277 
## Iteration 5 lambda =  -0.3581386 
## Iteration 6 lambda =  -0.3800441 
## Iteration 7 lambda =  -0.3909968 
## Iteration 8 lambda =  -0.3964732 
## Iteration 9 lambda =  -0.3992114 
## Iteration 10 lambda =  -0.4005805 
## Iteration 11 lambda =  -0.401265 
## Iteration 12 lambda =  -0.4016073 
## Iteration 13 lambda =  -0.4017784 
## Iteration 14 lambda =  -0.401864 
## Iteration 15 lambda =  -0.4019068 
## Iteration 16 lambda =  -0.4019282 
## Iteration 17 lambda =  -0.4019389 
## Iteration 18 lambda =  -0.4019442 
## Iteration 19 lambda =  -0.4019469 
## Iteration 20 lambda =  -0.4019482 
## Iteration 21 lambda =  -0.4019489 
## Iteration 22 lambda =  -0.4019492 
## Iteration 23 lambda =  -0.4019494 
## Iteration 24 lambda =  -0.4019495 
## Iteration 1 lambda =  0.3001771 
## Iteration 2 lambda =  -0.04973436 
## Iteration 3 lambda =  -0.2246901 
## Iteration 4 lambda =  -0.312168 
## Iteration 5 lambda =  -0.3559069 
## Iteration 6 lambda =  -0.3777763 
## Iteration 7 lambda =  -0.3887111 
## Iteration 8 lambda =  -0.3941784 
## Iteration 9 lambda =  -0.3969121 
## Iteration 10 lambda =  -0.398279 
## Iteration 11 lambda =  -0.3989624 
## Iteration 12 lambda =  -0.3993041 
## Iteration 13 lambda =  -0.399475 
## Iteration 14 lambda =  -0.3995604 
## Iteration 15 lambda =  -0.3996031 
## Iteration 16 lambda =  -0.3996245 
## Iteration 17 lambda =  -0.3996351 
## Iteration 18 lambda =  -0.3996405 
## Iteration 19 lambda =  -0.3996431 
## Iteration 20 lambda =  -0.3996445 
## Iteration 21 lambda =  -0.3996451 
## Iteration 22 lambda =  -0.3996455 
## Iteration 23 lambda =  -0.3996456 
## Iteration 24 lambda =  -0.3996457 
## Iteration 1 lambda =  0.2676836 
## Iteration 2 lambda =  -0.09847466 
## Iteration 3 lambda =  -0.2815538 
## Iteration 4 lambda =  -0.3730933 
## Iteration 5 lambda =  -0.4188631 
## Iteration 6 lambda =  -0.441748 
## Iteration 7 lambda =  -0.4531904 
## Iteration 8 lambda =  -0.4589117 
## Iteration 9 lambda =  -0.4617723 
## Iteration 10 lambda =  -0.4632026 
## Iteration 11 lambda =  -0.4639177 
## Iteration 12 lambda =  -0.4642753 
## Iteration 13 lambda =  -0.4644541 
## Iteration 14 lambda =  -0.4645435 
## Iteration 15 lambda =  -0.4645882 
## Iteration 16 lambda =  -0.4646105 
## Iteration 17 lambda =  -0.4646217 
## Iteration 18 lambda =  -0.4646273 
## Iteration 19 lambda =  -0.4646301 
## Iteration 20 lambda =  -0.4646315 
## Iteration 21 lambda =  -0.4646322 
## Iteration 22 lambda =  -0.4646325 
## Iteration 23 lambda =  -0.4646327 
## Iteration 24 lambda =  -0.4646328 
## Iteration 1 lambda =  0.3785203 
## Iteration 2 lambda =  0.06778043 
## Iteration 3 lambda =  -0.0875895 
## Iteration 4 lambda =  -0.1652745 
## Iteration 5 lambda =  -0.2041169 
## Iteration 6 lambda =  -0.2235382 
## Iteration 7 lambda =  -0.2332488 
## Iteration 8 lambda =  -0.2381041 
## Iteration 9 lambda =  -0.2405318 
## Iteration 10 lambda =  -0.2417456 
## Iteration 11 lambda =  -0.2423525 
## Iteration 12 lambda =  -0.242656 
## Iteration 13 lambda =  -0.2428077 
## Iteration 14 lambda =  -0.2428836 
## Iteration 15 lambda =  -0.2429215 
## Iteration 16 lambda =  -0.2429405 
## Iteration 17 lambda =  -0.2429499 
## Iteration 18 lambda =  -0.2429547 
## Iteration 19 lambda =  -0.2429571 
## Iteration 20 lambda =  -0.2429582 
## Iteration 21 lambda =  -0.2429588 
## Iteration 22 lambda =  -0.2429591 
## Iteration 23 lambda =  -0.2429593 
## Iteration 24 lambda =  -0.2429594 
## Iteration 1 lambda =  0.2790996 
## Iteration 2 lambda =  -0.08135066 
## Iteration 3 lambda =  -0.2615758 
## Iteration 4 lambda =  -0.3516883 
## Iteration 5 lambda =  -0.3967446 
## Iteration 6 lambda =  -0.4192727 
## Iteration 7 lambda =  -0.4305368 
## Iteration 8 lambda =  -0.4361688 
## Iteration 9 lambda =  -0.4389849 
## Iteration 10 lambda =  -0.4403929 
## Iteration 11 lambda =  -0.4410969 
## Iteration 12 lambda =  -0.4414489 
## Iteration 13 lambda =  -0.4416249 
## Iteration 14 lambda =  -0.4417129 
## Iteration 15 lambda =  -0.4417569 
## Iteration 16 lambda =  -0.4417789 
## Iteration 17 lambda =  -0.4417899 
## Iteration 18 lambda =  -0.4417954 
## Iteration 19 lambda =  -0.4417981 
## Iteration 20 lambda =  -0.4417995 
## Iteration 21 lambda =  -0.4418002 
## Iteration 22 lambda =  -0.4418005 
## Iteration 23 lambda =  -0.4418007 
## Iteration 24 lambda =  -0.4418008 
## Iteration 1 lambda =  0.358334 
## Iteration 2 lambda =  0.03750106 
## Iteration 3 lambda =  -0.1229154 
## Iteration 4 lambda =  -0.2031237 
## Iteration 5 lambda =  -0.2432278 
## Iteration 6 lambda =  -0.2632799 
## Iteration 7 lambda =  -0.2733059 
## Iteration 8 lambda =  -0.2783189 
## Iteration 9 lambda =  -0.2808254 
## Iteration 10 lambda =  -0.2820787 
## Iteration 11 lambda =  -0.2827053 
## Iteration 12 lambda =  -0.2830186 
## Iteration 13 lambda =  -0.2831753 
## Iteration 14 lambda =  -0.2832536 
## Iteration 15 lambda =  -0.2832928 
## Iteration 16 lambda =  -0.2833123 
## Iteration 17 lambda =  -0.2833221 
## Iteration 18 lambda =  -0.283327 
## Iteration 19 lambda =  -0.2833295 
## Iteration 20 lambda =  -0.2833307 
## Iteration 21 lambda =  -0.2833313 
## Iteration 22 lambda =  -0.2833316 
## Iteration 23 lambda =  -0.2833318 
## Iteration 24 lambda =  -0.2833318 
## Iteration 1 lambda =  0.3307212 
## Iteration 2 lambda =  -0.003918139 
## Iteration 3 lambda =  -0.1712378 
## Iteration 4 lambda =  -0.2548977 
## Iteration 5 lambda =  -0.2967276 
## Iteration 6 lambda =  -0.3176426 
## Iteration 7 lambda =  -0.3281 
## Iteration 8 lambda =  -0.3333288 
## Iteration 9 lambda =  -0.3359431 
## Iteration 10 lambda =  -0.3372503 
## Iteration 11 lambda =  -0.3379039 
## Iteration 12 lambda =  -0.3382307 
## Iteration 13 lambda =  -0.3383941 
## Iteration 14 lambda =  -0.3384758 
## Iteration 15 lambda =  -0.3385167 
## Iteration 16 lambda =  -0.3385371 
## Iteration 17 lambda =  -0.3385473 
## Iteration 18 lambda =  -0.3385524 
## Iteration 19 lambda =  -0.338555 
## Iteration 20 lambda =  -0.3385562 
## Iteration 21 lambda =  -0.3385569 
## Iteration 22 lambda =  -0.3385572 
## Iteration 23 lambda =  -0.3385574 
## Iteration 24 lambda =  -0.3385574 
## Iteration 1 lambda =  0.3023156 
## Iteration 2 lambda =  -0.04652657 
## Iteration 3 lambda =  -0.2209477 
## Iteration 4 lambda =  -0.3081582 
## Iteration 5 lambda =  -0.3517635 
## Iteration 6 lambda =  -0.3735661 
## Iteration 7 lambda =  -0.3844674 
## Iteration 8 lambda =  -0.3899181 
## Iteration 9 lambda =  -0.3926434 
## Iteration 10 lambda =  -0.3940061 
## Iteration 11 lambda =  -0.3946874 
## Iteration 12 lambda =  -0.3950281 
## Iteration 13 lambda =  -0.3951984 
## Iteration 14 lambda =  -0.3952836 
## Iteration 15 lambda =  -0.3953262 
## Iteration 16 lambda =  -0.3953475 
## Iteration 17 lambda =  -0.3953581 
## Iteration 18 lambda =  -0.3953634 
## Iteration 19 lambda =  -0.3953661 
## Iteration 20 lambda =  -0.3953674 
## Iteration 21 lambda =  -0.3953681 
## Iteration 22 lambda =  -0.3953684 
## Iteration 23 lambda =  -0.3953686 
## Iteration 24 lambda =  -0.3953687 
## Iteration 1 lambda =  0.3667539 
## Iteration 2 lambda =  0.05013087 
## Iteration 3 lambda =  -0.1081806 
## Iteration 4 lambda =  -0.1873364 
## Iteration 5 lambda =  -0.2269143 
## Iteration 6 lambda =  -0.2467032 
## Iteration 7 lambda =  -0.2565977 
## Iteration 8 lambda =  -0.2615449 
## Iteration 9 lambda =  -0.2640186 
## Iteration 10 lambda =  -0.2652554 
## Iteration 11 lambda =  -0.2658738 
## Iteration 12 lambda =  -0.266183 
## Iteration 13 lambda =  -0.2663376 
## Iteration 14 lambda =  -0.2664149 
## Iteration 15 lambda =  -0.2664535 
## Iteration 16 lambda =  -0.2664728 
## Iteration 17 lambda =  -0.2664825 
## Iteration 18 lambda =  -0.2664873 
## Iteration 19 lambda =  -0.2664898 
## Iteration 20 lambda =  -0.266491 
## Iteration 21 lambda =  -0.2664916 
## Iteration 22 lambda =  -0.2664919 
## Iteration 23 lambda =  -0.266492 
## Iteration 24 lambda =  -0.2664921 
## Iteration 1 lambda =  0.2725715 
## Iteration 2 lambda =  -0.09114276 
## Iteration 3 lambda =  -0.2729999 
## Iteration 4 lambda =  -0.3639284 
## Iteration 5 lambda =  -0.4093927 
## Iteration 6 lambda =  -0.4321249 
## Iteration 7 lambda =  -0.4434909 
## Iteration 8 lambda =  -0.449174 
## Iteration 9 lambda =  -0.4520155 
## Iteration 10 lambda =  -0.4534363 
## Iteration 11 lambda =  -0.4541466 
## Iteration 12 lambda =  -0.4545018 
## Iteration 13 lambda =  -0.4546794 
## Iteration 14 lambda =  -0.4547682 
## Iteration 15 lambda =  -0.4548126 
## Iteration 16 lambda =  -0.4548348 
## Iteration 17 lambda =  -0.4548459 
## Iteration 18 lambda =  -0.4548515 
## Iteration 19 lambda =  -0.4548542 
## Iteration 20 lambda =  -0.4548556 
## Iteration 21 lambda =  -0.4548563 
## Iteration 22 lambda =  -0.4548567 
## Iteration 23 lambda =  -0.4548568 
## Iteration 24 lambda =  -0.4548569 
## Iteration 1 lambda =  0.3362756 
## Iteration 2 lambda =  0.004413473 
## Iteration 3 lambda =  -0.1615176 
## Iteration 4 lambda =  -0.2444832 
## Iteration 5 lambda =  -0.2859659 
## Iteration 6 lambda =  -0.3067073 
## Iteration 7 lambda =  -0.317078 
## Iteration 8 lambda =  -0.3222634 
## Iteration 9 lambda =  -0.324856 
## Iteration 10 lambda =  -0.3261524 
## Iteration 11 lambda =  -0.3268005 
## Iteration 12 lambda =  -0.3271246 
## Iteration 13 lambda =  -0.3272867 
## Iteration 14 lambda =  -0.3273677 
## Iteration 15 lambda =  -0.3274082 
## Iteration 16 lambda =  -0.3274284 
## Iteration 17 lambda =  -0.3274386 
## Iteration 18 lambda =  -0.3274436 
## Iteration 19 lambda =  -0.3274462 
## Iteration 20 lambda =  -0.3274474 
## Iteration 21 lambda =  -0.3274481 
## Iteration 22 lambda =  -0.3274484 
## Iteration 23 lambda =  -0.3274485 
## Iteration 24 lambda =  -0.3274486 
## Iteration 1 lambda =  0.3303003 
## Iteration 2 lambda =  -0.004549584 
## Iteration 3 lambda =  -0.1719745 
## Iteration 4 lambda =  -0.255687 
## Iteration 5 lambda =  -0.2975432 
## Iteration 6 lambda =  -0.3184713 
## Iteration 7 lambda =  -0.3289354 
## Iteration 8 lambda =  -0.3341674 
## Iteration 9 lambda =  -0.3367834 
## Iteration 10 lambda =  -0.3380914 
## Iteration 11 lambda =  -0.3387454 
## Iteration 12 lambda =  -0.3390724 
## Iteration 13 lambda =  -0.3392359 
## Iteration 14 lambda =  -0.3393177 
## Iteration 15 lambda =  -0.3393586 
## Iteration 16 lambda =  -0.339379 
## Iteration 17 lambda =  -0.3393892 
## Iteration 18 lambda =  -0.3393943 
## Iteration 19 lambda =  -0.3393969 
## Iteration 20 lambda =  -0.3393982 
## Iteration 21 lambda =  -0.3393988 
## Iteration 22 lambda =  -0.3393991 
## Iteration 23 lambda =  -0.3393993 
## Iteration 24 lambda =  -0.3393994 
## Iteration 1 lambda =  0.3472582 
## Iteration 2 lambda =  0.02088729 
## Iteration 3 lambda =  -0.1422982 
## Iteration 4 lambda =  -0.2238909 
## Iteration 5 lambda =  -0.2646873 
## Iteration 6 lambda =  -0.2850854 
## Iteration 7 lambda =  -0.2952845 
## Iteration 8 lambda =  -0.3003841 
## Iteration 9 lambda =  -0.3029338 
## Iteration 10 lambda =  -0.3042087 
## Iteration 11 lambda =  -0.3048462 
## Iteration 12 lambda =  -0.3051649 
## Iteration 13 lambda =  -0.3053243 
## Iteration 14 lambda =  -0.3054039 
## Iteration 15 lambda =  -0.3054438 
## Iteration 16 lambda =  -0.3054637 
## Iteration 17 lambda =  -0.3054737 
## Iteration 18 lambda =  -0.3054786 
## Iteration 19 lambda =  -0.3054811 
## Iteration 20 lambda =  -0.3054824 
## Iteration 21 lambda =  -0.305483 
## Iteration 22 lambda =  -0.3054833 
## Iteration 23 lambda =  -0.3054835 
## Iteration 24 lambda =  -0.3054835 
## Iteration 1 lambda =  0.244487 
## Iteration 2 lambda =  -0.1332696 
## Iteration 3 lambda =  -0.3221478 
## Iteration 4 lambda =  -0.416587 
## Iteration 5 lambda =  -0.4638065 
## Iteration 6 lambda =  -0.4874163 
## Iteration 7 lambda =  -0.4992212 
## Iteration 8 lambda =  -0.5051236 
## Iteration 9 lambda =  -0.5080749 
## Iteration 10 lambda =  -0.5095505 
## Iteration 11 lambda =  -0.5102883 
## Iteration 12 lambda =  -0.5106572 
## Iteration 13 lambda =  -0.5108416 
## Iteration 14 lambda =  -0.5109339 
## Iteration 15 lambda =  -0.51098 
## Iteration 16 lambda =  -0.511003 
## Iteration 17 lambda =  -0.5110146 
## Iteration 18 lambda =  -0.5110203 
## Iteration 19 lambda =  -0.5110232 
## Iteration 20 lambda =  -0.5110246 
## Iteration 21 lambda =  -0.5110254 
## Iteration 22 lambda =  -0.5110257 
## Iteration 23 lambda =  -0.5110259 
## Iteration 24 lambda =  -0.511026 
## Iteration 1 lambda =  0.3185906 
## Iteration 2 lambda =  -0.02211404 
## Iteration 3 lambda =  -0.1924664 
## Iteration 4 lambda =  -0.2776426 
## Iteration 5 lambda =  -0.3202306 
## Iteration 6 lambda =  -0.3415247 
## Iteration 7 lambda =  -0.3521717 
## Iteration 8 lambda =  -0.3574952 
## Iteration 9 lambda =  -0.360157 
## Iteration 10 lambda =  -0.3614878 
## Iteration 11 lambda =  -0.3621533 
## Iteration 12 lambda =  -0.362486 
## Iteration 13 lambda =  -0.3626524 
## Iteration 14 lambda =  -0.3627355 
## Iteration 15 lambda =  -0.3627771 
## Iteration 16 lambda =  -0.3627979 
## Iteration 17 lambda =  -0.3628083 
## Iteration 18 lambda =  -0.3628135 
## Iteration 19 lambda =  -0.3628161 
## Iteration 20 lambda =  -0.3628174 
## Iteration 21 lambda =  -0.3628181 
## Iteration 22 lambda =  -0.3628184 
## Iteration 23 lambda =  -0.3628186 
## Iteration 24 lambda =  -0.3628186 
## Iteration 1 lambda =  0.2475357 
## Iteration 2 lambda =  -0.1286964 
## Iteration 3 lambda =  -0.3168125 
## Iteration 4 lambda =  -0.4108705 
## Iteration 5 lambda =  -0.4578995 
## Iteration 6 lambda =  -0.4814141 
## Iteration 7 lambda =  -0.4931713 
## Iteration 8 lambda =  -0.4990499 
## Iteration 9 lambda =  -0.5019892 
## Iteration 10 lambda =  -0.5034589 
## Iteration 11 lambda =  -0.5041937 
## Iteration 12 lambda =  -0.5045611 
## Iteration 13 lambda =  -0.5047449 
## Iteration 14 lambda =  -0.5048367 
## Iteration 15 lambda =  -0.5048826 
## Iteration 16 lambda =  -0.5049056 
## Iteration 17 lambda =  -0.5049171 
## Iteration 18 lambda =  -0.5049228 
## Iteration 19 lambda =  -0.5049257 
## Iteration 20 lambda =  -0.5049271 
## Iteration 21 lambda =  -0.5049278 
## Iteration 22 lambda =  -0.5049282 
## Iteration 23 lambda =  -0.5049284 
## Iteration 24 lambda =  -0.5049285 
## Iteration 1 lambda =  0.3573163 
## Iteration 2 lambda =  0.03597444 
## Iteration 3 lambda =  -0.1246965 
## Iteration 4 lambda =  -0.2050319 
## Iteration 5 lambda =  -0.2451997 
## Iteration 6 lambda =  -0.2652835 
## Iteration 7 lambda =  -0.2753255 
## Iteration 8 lambda =  -0.2803464 
## Iteration 9 lambda =  -0.2828569 
## Iteration 10 lambda =  -0.2841122 
## Iteration 11 lambda =  -0.2847398 
## Iteration 12 lambda =  -0.2850536 
## Iteration 13 lambda =  -0.2852105 
## Iteration 14 lambda =  -0.285289 
## Iteration 15 lambda =  -0.2853282 
## Iteration 16 lambda =  -0.2853478 
## Iteration 17 lambda =  -0.2853576 
## Iteration 18 lambda =  -0.2853625 
## Iteration 19 lambda =  -0.285365 
## Iteration 20 lambda =  -0.2853662 
## Iteration 21 lambda =  -0.2853668 
## Iteration 22 lambda =  -0.2853671 
## Iteration 23 lambda =  -0.2853673 
## Iteration 24 lambda =  -0.2853673 
## Iteration 1 lambda =  0.3482493 
## Iteration 2 lambda =  0.02237389 
## Iteration 3 lambda =  -0.1405638 
## Iteration 4 lambda =  -0.2220326 
## Iteration 5 lambda =  -0.2627671 
## Iteration 6 lambda =  -0.2831343 
## Iteration 7 lambda =  -0.2933179 
## Iteration 8 lambda =  -0.2984097 
## Iteration 9 lambda =  -0.3009556 
## Iteration 10 lambda =  -0.3022285 
## Iteration 11 lambda =  -0.302865 
## Iteration 12 lambda =  -0.3031832 
## Iteration 13 lambda =  -0.3033424 
## Iteration 14 lambda =  -0.3034219 
## Iteration 15 lambda =  -0.3034617 
## Iteration 16 lambda =  -0.3034816 
## Iteration 17 lambda =  -0.3034915 
## Iteration 18 lambda =  -0.3034965 
## Iteration 19 lambda =  -0.303499 
## Iteration 20 lambda =  -0.3035002 
## Iteration 21 lambda =  -0.3035009 
## Iteration 22 lambda =  -0.3035012 
## Iteration 23 lambda =  -0.3035013 
## Iteration 24 lambda =  -0.3035014 
## Iteration 1 lambda =  0.3353275 
## Iteration 2 lambda =  0.002991314 
## Iteration 3 lambda =  -0.1631768 
## Iteration 4 lambda =  -0.2462609 
## Iteration 5 lambda =  -0.2878029 
## Iteration 6 lambda =  -0.3085739 
## Iteration 7 lambda =  -0.3189594 
## Iteration 8 lambda =  -0.3241522 
## Iteration 9 lambda =  -0.3267485 
## Iteration 10 lambda =  -0.3280467 
## Iteration 11 lambda =  -0.3286958 
## Iteration 12 lambda =  -0.3290204 
## Iteration 13 lambda =  -0.3291826 
## Iteration 14 lambda =  -0.3292638 
## Iteration 15 lambda =  -0.3293043 
## Iteration 16 lambda =  -0.3293246 
## Iteration 17 lambda =  -0.3293348 
## Iteration 18 lambda =  -0.3293398 
## Iteration 19 lambda =  -0.3293424 
## Iteration 20 lambda =  -0.3293436 
## Iteration 21 lambda =  -0.3293443 
## Iteration 22 lambda =  -0.3293446 
## Iteration 23 lambda =  -0.3293448 
## Iteration 24 lambda =  -0.3293448 
## Iteration 1 lambda =  0.3781338 
## Iteration 2 lambda =  0.06720075 
## Iteration 3 lambda =  -0.08826579 
## Iteration 4 lambda =  -0.1659991 
## Iteration 5 lambda =  -0.2048657 
## Iteration 6 lambda =  -0.224299 
## Iteration 7 lambda =  -0.2340157 
## Iteration 8 lambda =  -0.238874 
## Iteration 9 lambda =  -0.2413032 
## Iteration 10 lambda =  -0.2425177 
## Iteration 11 lambda =  -0.243125 
## Iteration 12 lambda =  -0.2434287 
## Iteration 13 lambda =  -0.2435805 
## Iteration 14 lambda =  -0.2436564 
## Iteration 15 lambda =  -0.2436944 
## Iteration 16 lambda =  -0.2437134 
## Iteration 17 lambda =  -0.2437228 
## Iteration 18 lambda =  -0.2437276 
## Iteration 19 lambda =  -0.24373 
## Iteration 20 lambda =  -0.2437311 
## Iteration 21 lambda =  -0.2437317 
## Iteration 22 lambda =  -0.243732 
## Iteration 23 lambda =  -0.2437322 
## Iteration 24 lambda =  -0.2437323 
## Iteration 1 lambda =  0.3038809 
## Iteration 2 lambda =  -0.04417863 
## Iteration 3 lambda =  -0.2182084 
## Iteration 4 lambda =  -0.3052233 
## Iteration 5 lambda =  -0.3487307 
## Iteration 6 lambda =  -0.3704845 
## Iteration 7 lambda =  -0.3813613 
## Iteration 8 lambda =  -0.3867997 
## Iteration 9 lambda =  -0.389519 
## Iteration 10 lambda =  -0.3908786 
## Iteration 11 lambda =  -0.3915584 
## Iteration 12 lambda =  -0.3918983 
## Iteration 13 lambda =  -0.3920682 
## Iteration 14 lambda =  -0.3921532 
## Iteration 15 lambda =  -0.3921957 
## Iteration 16 lambda =  -0.3922169 
## Iteration 17 lambda =  -0.3922276 
## Iteration 18 lambda =  -0.3922329 
## Iteration 19 lambda =  -0.3922355 
## Iteration 20 lambda =  -0.3922369 
## Iteration 21 lambda =  -0.3922375 
## Iteration 22 lambda =  -0.3922378 
## Iteration 23 lambda =  -0.392238 
## Iteration 24 lambda =  -0.3922381 
## Iteration 1 lambda =  0.2584574 
## Iteration 2 lambda =  -0.112314 
## Iteration 3 lambda =  -0.2976996 
## Iteration 4 lambda =  -0.3903924 
## Iteration 5 lambda =  -0.4367389 
## Iteration 6 lambda =  -0.4599121 
## Iteration 7 lambda =  -0.4714987 
## Iteration 8 lambda =  -0.477292 
## Iteration 9 lambda =  -0.4801886 
## Iteration 10 lambda =  -0.4816369 
## Iteration 11 lambda =  -0.4823611 
## Iteration 12 lambda =  -0.4827232 
## Iteration 13 lambda =  -0.4829042 
## Iteration 14 lambda =  -0.4829948 
## Iteration 15 lambda =  -0.48304 
## Iteration 16 lambda =  -0.4830626 
## Iteration 17 lambda =  -0.483074 
## Iteration 18 lambda =  -0.4830796 
## Iteration 19 lambda =  -0.4830824 
## Iteration 20 lambda =  -0.4830839 
## Iteration 21 lambda =  -0.4830846 
## Iteration 22 lambda =  -0.4830849 
## Iteration 23 lambda =  -0.4830851 
## Iteration 24 lambda =  -0.4830852 
## Iteration 1 lambda =  0.2217557 
## Iteration 2 lambda =  -0.1673664 
## Iteration 3 lambda =  -0.3619274 
## Iteration 4 lambda =  -0.459208 
## Iteration 5 lambda =  -0.5078482 
## Iteration 6 lambda =  -0.5321684 
## Iteration 7 lambda =  -0.5443284 
## Iteration 8 lambda =  -0.5504085 
## Iteration 9 lambda =  -0.5534485 
## Iteration 10 lambda =  -0.5549685 
## Iteration 11 lambda =  -0.5557285 
## Iteration 12 lambda =  -0.5561085 
## Iteration 13 lambda =  -0.5562985 
## Iteration 14 lambda =  -0.5563935 
## Iteration 15 lambda =  -0.556441 
## Iteration 16 lambda =  -0.5564648 
## Iteration 17 lambda =  -0.5564766 
## Iteration 18 lambda =  -0.5564826 
## Iteration 19 lambda =  -0.5564855 
## Iteration 20 lambda =  -0.556487 
## Iteration 21 lambda =  -0.5564878 
## Iteration 22 lambda =  -0.5564881 
## Iteration 23 lambda =  -0.5564883 
## Iteration 24 lambda =  -0.5564884 
## Iteration 1 lambda =  0.2526349 
## Iteration 2 lambda =  -0.1210476 
## Iteration 3 lambda =  -0.3078889 
## Iteration 4 lambda =  -0.4013095 
## Iteration 5 lambda =  -0.4480198 
## Iteration 6 lambda =  -0.471375 
## Iteration 7 lambda =  -0.4830526 
## Iteration 8 lambda =  -0.4888914 
## Iteration 9 lambda =  -0.4918108 
## Iteration 10 lambda =  -0.4932705 
## Iteration 11 lambda =  -0.4940003 
## Iteration 12 lambda =  -0.4943652 
## Iteration 13 lambda =  -0.4945477 
## Iteration 14 lambda =  -0.4946389 
## Iteration 15 lambda =  -0.4946845 
## Iteration 16 lambda =  -0.4947074 
## Iteration 17 lambda =  -0.4947188 
## Iteration 18 lambda =  -0.4947245 
## Iteration 19 lambda =  -0.4947273 
## Iteration 20 lambda =  -0.4947287 
## Iteration 21 lambda =  -0.4947295 
## Iteration 22 lambda =  -0.4947298 
## Iteration 23 lambda =  -0.49473 
## Iteration 24 lambda =  -0.4947301 
## Iteration 1 lambda =  0.3806739 
## Iteration 2 lambda =  0.07101085 
## Iteration 3 lambda =  -0.08382067 
## Iteration 4 lambda =  -0.1612364 
## Iteration 5 lambda =  -0.1999443 
## Iteration 6 lambda =  -0.2192983 
## Iteration 7 lambda =  -0.2289752 
## Iteration 8 lambda =  -0.2338137 
## Iteration 9 lambda =  -0.236233 
## Iteration 10 lambda =  -0.2374426 
## Iteration 11 lambda =  -0.2380474 
## Iteration 12 lambda =  -0.2383498 
## Iteration 13 lambda =  -0.238501 
## Iteration 14 lambda =  -0.2385766 
## Iteration 15 lambda =  -0.2386144 
## Iteration 16 lambda =  -0.2386333 
## Iteration 17 lambda =  -0.2386427 
## Iteration 18 lambda =  -0.2386475 
## Iteration 19 lambda =  -0.2386498 
## Iteration 20 lambda =  -0.238651 
## Iteration 21 lambda =  -0.2386516 
## Iteration 22 lambda =  -0.2386519 
## Iteration 23 lambda =  -0.2386521 
## Iteration 24 lambda =  -0.2386521 
## Iteration 1 lambda =  0.3667777 
## Iteration 2 lambda =  0.05016662 
## Iteration 3 lambda =  -0.1081389 
## Iteration 4 lambda =  -0.1872917 
## Iteration 5 lambda =  -0.2268681 
## Iteration 6 lambda =  -0.2466563 
## Iteration 7 lambda =  -0.2565504 
## Iteration 8 lambda =  -0.2614975 
## Iteration 9 lambda =  -0.263971 
## Iteration 10 lambda =  -0.2652077 
## Iteration 11 lambda =  -0.2658261 
## Iteration 12 lambda =  -0.2661353 
## Iteration 13 lambda =  -0.2662899 
## Iteration 14 lambda =  -0.2663672 
## Iteration 15 lambda =  -0.2664059 
## Iteration 16 lambda =  -0.2664252 
## Iteration 17 lambda =  -0.2664348 
## Iteration 18 lambda =  -0.2664397 
## Iteration 19 lambda =  -0.2664421 
## Iteration 20 lambda =  -0.2664433 
## Iteration 21 lambda =  -0.2664439 
## Iteration 22 lambda =  -0.2664442 
## Iteration 23 lambda =  -0.2664444 
## Iteration 24 lambda =  -0.2664444 
## Iteration 1 lambda =  0.3273685 
## Iteration 2 lambda =  -0.008947286 
## Iteration 3 lambda =  -0.1771052 
## Iteration 4 lambda =  -0.2611841 
## Iteration 5 lambda =  -0.3032236 
## Iteration 6 lambda =  -0.3242433 
## Iteration 7 lambda =  -0.3347532 
## Iteration 8 lambda =  -0.3400081 
## Iteration 9 lambda =  -0.3426356 
## Iteration 10 lambda =  -0.3439493 
## Iteration 11 lambda =  -0.3446062 
## Iteration 12 lambda =  -0.3449346 
## Iteration 13 lambda =  -0.3450988 
## Iteration 14 lambda =  -0.3451809 
## Iteration 15 lambda =  -0.345222 
## Iteration 16 lambda =  -0.3452425 
## Iteration 17 lambda =  -0.3452528 
## Iteration 18 lambda =  -0.3452579 
## Iteration 19 lambda =  -0.3452605 
## Iteration 20 lambda =  -0.3452618 
## Iteration 21 lambda =  -0.3452624 
## Iteration 22 lambda =  -0.3452627 
## Iteration 23 lambda =  -0.3452629 
## Iteration 24 lambda =  -0.345263 
## Iteration 1 lambda =  0.3218082 
## Iteration 2 lambda =  -0.01728768 
## Iteration 3 lambda =  -0.1868356 
## Iteration 4 lambda =  -0.2716096 
## Iteration 5 lambda =  -0.3139966 
## Iteration 6 lambda =  -0.3351901 
## Iteration 7 lambda =  -0.3457868 
## Iteration 8 lambda =  -0.3510852 
## Iteration 9 lambda =  -0.3537344 
## Iteration 10 lambda =  -0.355059 
## Iteration 11 lambda =  -0.3557213 
## Iteration 12 lambda =  -0.3560524 
## Iteration 13 lambda =  -0.356218 
## Iteration 14 lambda =  -0.3563008 
## Iteration 15 lambda =  -0.3563422 
## Iteration 16 lambda =  -0.3563629 
## Iteration 17 lambda =  -0.3563732 
## Iteration 18 lambda =  -0.3563784 
## Iteration 19 lambda =  -0.356381 
## Iteration 20 lambda =  -0.3563823 
## Iteration 21 lambda =  -0.3563829 
## Iteration 22 lambda =  -0.3563832 
## Iteration 23 lambda =  -0.3563834 
## Iteration 24 lambda =  -0.3563835 
## Iteration 1 lambda =  0.3715595 
## Iteration 2 lambda =  0.05733922 
## Iteration 3 lambda =  -0.09977091 
## Iteration 4 lambda =  -0.178326 
## Iteration 5 lambda =  -0.2176035 
## Iteration 6 lambda =  -0.2372423 
## Iteration 7 lambda =  -0.2470617 
## Iteration 8 lambda =  -0.2519713 
## Iteration 9 lambda =  -0.2544262 
## Iteration 10 lambda =  -0.2556536 
## Iteration 11 lambda =  -0.2562673 
## Iteration 12 lambda =  -0.2565742 
## Iteration 13 lambda =  -0.2567276 
## Iteration 14 lambda =  -0.2568043 
## Iteration 15 lambda =  -0.2568427 
## Iteration 16 lambda =  -0.2568619 
## Iteration 17 lambda =  -0.2568714 
## Iteration 18 lambda =  -0.2568762 
## Iteration 19 lambda =  -0.2568786 
## Iteration 20 lambda =  -0.2568798 
## Iteration 21 lambda =  -0.2568804 
## Iteration 22 lambda =  -0.2568807 
## Iteration 23 lambda =  -0.2568809 
## Iteration 24 lambda =  -0.256881 
## Iteration 1 lambda =  0.3325566 
## Iteration 2 lambda =  -0.001165095 
## Iteration 3 lambda =  -0.1680259 
## Iteration 4 lambda =  -0.2514564 
## Iteration 5 lambda =  -0.2931716 
## Iteration 6 lambda =  -0.3140292 
## Iteration 7 lambda =  -0.324458 
## Iteration 8 lambda =  -0.3296724 
## Iteration 9 lambda =  -0.3322796 
## Iteration 10 lambda =  -0.3335832 
## Iteration 11 lambda =  -0.334235 
## Iteration 12 lambda =  -0.3345609 
## Iteration 13 lambda =  -0.3347238 
## Iteration 14 lambda =  -0.3348053 
## Iteration 15 lambda =  -0.3348461 
## Iteration 16 lambda =  -0.3348664 
## Iteration 17 lambda =  -0.3348766 
## Iteration 18 lambda =  -0.3348817 
## Iteration 19 lambda =  -0.3348842 
## Iteration 20 lambda =  -0.3348855 
## Iteration 21 lambda =  -0.3348862 
## Iteration 22 lambda =  -0.3348865 
## Iteration 23 lambda =  -0.3348866 
## Iteration 24 lambda =  -0.3348867 
## Iteration 1 lambda =  0.2802045 
## Iteration 2 lambda =  -0.07969331 
## Iteration 3 lambda =  -0.2596422 
## Iteration 4 lambda =  -0.3496166 
## Iteration 5 lambda =  -0.3946039 
## Iteration 6 lambda =  -0.4170975 
## Iteration 7 lambda =  -0.4283443 
## Iteration 8 lambda =  -0.4339677 
## Iteration 9 lambda =  -0.4367794 
## Iteration 10 lambda =  -0.4381852 
## Iteration 11 lambda =  -0.4388882 
## Iteration 12 lambda =  -0.4392396 
## Iteration 13 lambda =  -0.4394154 
## Iteration 14 lambda =  -0.4395032 
## Iteration 15 lambda =  -0.4395472 
## Iteration 16 lambda =  -0.4395691 
## Iteration 17 lambda =  -0.4395801 
## Iteration 18 lambda =  -0.4395856 
## Iteration 19 lambda =  -0.4395883 
## Iteration 20 lambda =  -0.4395897 
## Iteration 21 lambda =  -0.4395904 
## Iteration 22 lambda =  -0.4395907 
## Iteration 23 lambda =  -0.4395909 
## Iteration 24 lambda =  -0.439591 
## Iteration 1 lambda =  0.3568684 
## Iteration 2 lambda =  0.03530256 
## Iteration 3 lambda =  -0.1254803 
## Iteration 4 lambda =  -0.2058718 
## Iteration 5 lambda =  -0.2460675 
## Iteration 6 lambda =  -0.2661654 
## Iteration 7 lambda =  -0.2762143 
## Iteration 8 lambda =  -0.2812388 
## Iteration 9 lambda =  -0.283751 
## Iteration 10 lambda =  -0.2850071 
## Iteration 11 lambda =  -0.2856352 
## Iteration 12 lambda =  -0.2859492 
## Iteration 13 lambda =  -0.2861062 
## Iteration 14 lambda =  -0.2861847 
## Iteration 15 lambda =  -0.286224 
## Iteration 16 lambda =  -0.2862436 
## Iteration 17 lambda =  -0.2862534 
## Iteration 18 lambda =  -0.2862583 
## Iteration 19 lambda =  -0.2862608 
## Iteration 20 lambda =  -0.286262 
## Iteration 21 lambda =  -0.2862626 
## Iteration 22 lambda =  -0.2862629 
## Iteration 23 lambda =  -0.2862631 
## Iteration 24 lambda =  -0.2862632 
## Iteration 1 lambda =  0.3281087 
## Iteration 2 lambda =  -0.007836948 
## Iteration 3 lambda =  -0.1758098 
## Iteration 4 lambda =  -0.2597962 
## Iteration 5 lambda =  -0.3017894 
## Iteration 6 lambda =  -0.322786 
## Iteration 7 lambda =  -0.3332843 
## Iteration 8 lambda =  -0.3385334 
## Iteration 9 lambda =  -0.341158 
## Iteration 10 lambda =  -0.3424703 
## Iteration 11 lambda =  -0.3431265 
## Iteration 12 lambda =  -0.3434545 
## Iteration 13 lambda =  -0.3436186 
## Iteration 14 lambda =  -0.3437006 
## Iteration 15 lambda =  -0.3437416 
## Iteration 16 lambda =  -0.3437621 
## Iteration 17 lambda =  -0.3437723 
## Iteration 18 lambda =  -0.3437775 
## Iteration 19 lambda =  -0.34378 
## Iteration 20 lambda =  -0.3437813 
## Iteration 21 lambda =  -0.343782 
## Iteration 22 lambda =  -0.3437823 
## Iteration 23 lambda =  -0.3437824 
## Iteration 24 lambda =  -0.3437825 
## Iteration 1 lambda =  0.3436582 
## Iteration 2 lambda =  0.01548723 
## Iteration 3 lambda =  -0.1485982 
## Iteration 4 lambda =  -0.230641 
## Iteration 5 lambda =  -0.2716623 
## Iteration 6 lambda =  -0.292173 
## Iteration 7 lambda =  -0.3024283 
## Iteration 8 lambda =  -0.307556 
## Iteration 9 lambda =  -0.3101199 
## Iteration 10 lambda =  -0.3114018 
## Iteration 11 lambda =  -0.3120427 
## Iteration 12 lambda =  -0.3123632 
## Iteration 13 lambda =  -0.3125234 
## Iteration 14 lambda =  -0.3126036 
## Iteration 15 lambda =  -0.3126436 
## Iteration 16 lambda =  -0.3126637 
## Iteration 17 lambda =  -0.3126737 
## Iteration 18 lambda =  -0.3126787 
## Iteration 19 lambda =  -0.3126812 
## Iteration 20 lambda =  -0.3126824 
## Iteration 21 lambda =  -0.3126831 
## Iteration 22 lambda =  -0.3126834 
## Iteration 23 lambda =  -0.3126835 
## Iteration 24 lambda =  -0.3126836 
## Iteration 1 lambda =  0.343268 
## Iteration 2 lambda =  0.01490202 
## Iteration 3 lambda =  -0.149281 
## Iteration 4 lambda =  -0.2313725 
## Iteration 5 lambda =  -0.2724182 
## Iteration 6 lambda =  -0.2929411 
## Iteration 7 lambda =  -0.3032025 
## Iteration 8 lambda =  -0.3083333 
## Iteration 9 lambda =  -0.3108986 
## Iteration 10 lambda =  -0.3121813 
## Iteration 11 lambda =  -0.3128226 
## Iteration 12 lambda =  -0.3131433 
## Iteration 13 lambda =  -0.3133036 
## Iteration 14 lambda =  -0.3133838 
## Iteration 15 lambda =  -0.3134239 
## Iteration 16 lambda =  -0.3134439 
## Iteration 17 lambda =  -0.313454 
## Iteration 18 lambda =  -0.313459 
## Iteration 19 lambda =  -0.3134615 
## Iteration 20 lambda =  -0.3134627 
## Iteration 21 lambda =  -0.3134633 
## Iteration 22 lambda =  -0.3134637 
## Iteration 23 lambda =  -0.3134638 
## Iteration 24 lambda =  -0.3134639 
## Iteration 1 lambda =  0.2675197 
## Iteration 2 lambda =  -0.09872043 
## Iteration 3 lambda =  -0.2818405 
## Iteration 4 lambda =  -0.3734005 
## Iteration 5 lambda =  -0.4191806 
## Iteration 6 lambda =  -0.4420706 
## Iteration 7 lambda =  -0.4535156 
## Iteration 8 lambda =  -0.4592381 
## Iteration 9 lambda =  -0.4620993 
## Iteration 10 lambda =  -0.46353 
## Iteration 11 lambda =  -0.4642453 
## Iteration 12 lambda =  -0.4646029 
## Iteration 13 lambda =  -0.4647818 
## Iteration 14 lambda =  -0.4648712 
## Iteration 15 lambda =  -0.4649159 
## Iteration 16 lambda =  -0.4649382 
## Iteration 17 lambda =  -0.4649494 
## Iteration 18 lambda =  -0.464955 
## Iteration 19 lambda =  -0.4649578 
## Iteration 20 lambda =  -0.4649592 
## Iteration 21 lambda =  -0.4649599 
## Iteration 22 lambda =  -0.4649602 
## Iteration 23 lambda =  -0.4649604 
## Iteration 24 lambda =  -0.4649605 
## Iteration 1 lambda =  0.3586595 
## Iteration 2 lambda =  0.03798929 
## Iteration 3 lambda =  -0.1223458 
## Iteration 4 lambda =  -0.2025134 
## Iteration 5 lambda =  -0.2425972 
## Iteration 6 lambda =  -0.2626391 
## Iteration 7 lambda =  -0.27266 
## Iteration 8 lambda =  -0.2776705 
## Iteration 9 lambda =  -0.2801757 
## Iteration 10 lambda =  -0.2814283 
## Iteration 11 lambda =  -0.2820546 
## Iteration 12 lambda =  -0.2823678 
## Iteration 13 lambda =  -0.2825244 
## Iteration 14 lambda =  -0.2826027 
## Iteration 15 lambda =  -0.2826418 
## Iteration 16 lambda =  -0.2826614 
## Iteration 17 lambda =  -0.2826712 
## Iteration 18 lambda =  -0.2826761 
## Iteration 19 lambda =  -0.2826785 
## Iteration 20 lambda =  -0.2826797 
## Iteration 21 lambda =  -0.2826803 
## Iteration 22 lambda =  -0.2826806 
## Iteration 23 lambda =  -0.2826808 
## Iteration 24 lambda =  -0.2826809 
## Iteration 1 lambda =  0.2677192 
## Iteration 2 lambda =  -0.09842117 
## Iteration 3 lambda =  -0.2814914 
## Iteration 4 lambda =  -0.3730265 
## Iteration 5 lambda =  -0.418794 
## Iteration 6 lambda =  -0.4416778 
## Iteration 7 lambda =  -0.4531197 
## Iteration 8 lambda =  -0.4588406 
## Iteration 9 lambda =  -0.4617011 
## Iteration 10 lambda =  -0.4631313 
## Iteration 11 lambda =  -0.4638464 
## Iteration 12 lambda =  -0.464204 
## Iteration 13 lambda =  -0.4643828 
## Iteration 14 lambda =  -0.4644722 
## Iteration 15 lambda =  -0.4645169 
## Iteration 16 lambda =  -0.4645392 
## Iteration 17 lambda =  -0.4645504 
## Iteration 18 lambda =  -0.464556 
## Iteration 19 lambda =  -0.4645588 
## Iteration 20 lambda =  -0.4645602 
## Iteration 21 lambda =  -0.4645609 
## Iteration 22 lambda =  -0.4645612 
## Iteration 23 lambda =  -0.4645614 
## Iteration 24 lambda =  -0.4645615 
## Iteration 1 lambda =  0.3617973 
## Iteration 2 lambda =  0.04269593 
## Iteration 3 lambda =  -0.1168548 
## Iteration 4 lambda =  -0.1966301 
## Iteration 5 lambda =  -0.2365178 
## Iteration 6 lambda =  -0.2564616 
## Iteration 7 lambda =  -0.2664335 
## Iteration 8 lambda =  -0.2714195 
## Iteration 9 lambda =  -0.2739125 
## Iteration 10 lambda =  -0.2751589 
## Iteration 11 lambda =  -0.2757822 
## Iteration 12 lambda =  -0.2760938 
## Iteration 13 lambda =  -0.2762496 
## Iteration 14 lambda =  -0.2763275 
## Iteration 15 lambda =  -0.2763665 
## Iteration 16 lambda =  -0.276386 
## Iteration 17 lambda =  -0.2763957 
## Iteration 18 lambda =  -0.2764006 
## Iteration 19 lambda =  -0.276403 
## Iteration 20 lambda =  -0.2764042 
## Iteration 21 lambda =  -0.2764048 
## Iteration 22 lambda =  -0.2764051 
## Iteration 23 lambda =  -0.2764053 
## Iteration 24 lambda =  -0.2764054 
## Iteration 1 lambda =  0.2362232 
## Iteration 2 lambda =  -0.1456652 
## Iteration 3 lambda =  -0.3366095 
## Iteration 4 lambda =  -0.4320816 
## Iteration 5 lambda =  -0.4798176 
## Iteration 6 lambda =  -0.5036856 
## Iteration 7 lambda =  -0.5156196 
## Iteration 8 lambda =  -0.5215867 
## Iteration 9 lambda =  -0.5245702 
## Iteration 10 lambda =  -0.5260619 
## Iteration 11 lambda =  -0.5268078 
## Iteration 12 lambda =  -0.5271807 
## Iteration 13 lambda =  -0.5273672 
## Iteration 14 lambda =  -0.5274604 
## Iteration 15 lambda =  -0.527507 
## Iteration 16 lambda =  -0.5275304 
## Iteration 17 lambda =  -0.527542 
## Iteration 18 lambda =  -0.5275478 
## Iteration 19 lambda =  -0.5275507 
## Iteration 20 lambda =  -0.5275522 
## Iteration 21 lambda =  -0.5275529 
## Iteration 22 lambda =  -0.5275533 
## Iteration 23 lambda =  -0.5275535 
## Iteration 24 lambda =  -0.5275536 
## Iteration 1 lambda =  0.3221614 
## Iteration 2 lambda =  -0.01675783 
## Iteration 3 lambda =  -0.1862175 
## Iteration 4 lambda =  -0.2709473 
## Iteration 5 lambda =  -0.3133122 
## Iteration 6 lambda =  -0.3344947 
## Iteration 7 lambda =  -0.3450859 
## Iteration 8 lambda =  -0.3503815 
## Iteration 9 lambda =  -0.3530293 
## Iteration 10 lambda =  -0.3543532 
## Iteration 11 lambda =  -0.3550152 
## Iteration 12 lambda =  -0.3553461 
## Iteration 13 lambda =  -0.3555116 
## Iteration 14 lambda =  -0.3555944 
## Iteration 15 lambda =  -0.3556357 
## Iteration 16 lambda =  -0.3556564 
## Iteration 17 lambda =  -0.3556668 
## Iteration 18 lambda =  -0.3556719 
## Iteration 19 lambda =  -0.3556745 
## Iteration 20 lambda =  -0.3556758 
## Iteration 21 lambda =  -0.3556765 
## Iteration 22 lambda =  -0.3556768 
## Iteration 23 lambda =  -0.3556769 
## Iteration 24 lambda =  -0.355677 
## Iteration 1 lambda =  0.3469092 
## Iteration 2 lambda =  0.02036373 
## Iteration 3 lambda =  -0.142909 
## Iteration 4 lambda =  -0.2245453 
## Iteration 5 lambda =  -0.2653635 
## Iteration 6 lambda =  -0.2857726 
## Iteration 7 lambda =  -0.2959771 
## Iteration 8 lambda =  -0.3010794 
## Iteration 9 lambda =  -0.3036306 
## Iteration 10 lambda =  -0.3049061 
## Iteration 11 lambda =  -0.3055439 
## Iteration 12 lambda =  -0.3058628 
## Iteration 13 lambda =  -0.3060222 
## Iteration 14 lambda =  -0.306102 
## Iteration 15 lambda =  -0.3061418 
## Iteration 16 lambda =  -0.3061618 
## Iteration 17 lambda =  -0.3061717 
## Iteration 18 lambda =  -0.3061767 
## Iteration 19 lambda =  -0.3061792 
## Iteration 20 lambda =  -0.3061804 
## Iteration 21 lambda =  -0.3061811 
## Iteration 22 lambda =  -0.3061814 
## Iteration 23 lambda =  -0.3061815 
## Iteration 24 lambda =  -0.3061816 
## Iteration 1 lambda =  0.2448597 
## Iteration 2 lambda =  -0.1327105 
## Iteration 3 lambda =  -0.3214955 
## Iteration 4 lambda =  -0.4158881 
## Iteration 5 lambda =  -0.4630844 
## Iteration 6 lambda =  -0.4866825 
## Iteration 7 lambda =  -0.4984816 
## Iteration 8 lambda =  -0.5043811 
## Iteration 9 lambda =  -0.5073309 
## Iteration 10 lambda =  -0.5088057 
## Iteration 11 lambda =  -0.5095432 
## Iteration 12 lambda =  -0.5099119 
## Iteration 13 lambda =  -0.5100963 
## Iteration 14 lambda =  -0.5101884 
## Iteration 15 lambda =  -0.5102345 
## Iteration 16 lambda =  -0.5102576 
## Iteration 17 lambda =  -0.5102691 
## Iteration 18 lambda =  -0.5102749 
## Iteration 19 lambda =  -0.5102777 
## Iteration 20 lambda =  -0.5102792 
## Iteration 21 lambda =  -0.5102799 
## Iteration 22 lambda =  -0.5102803 
## Iteration 23 lambda =  -0.5102804 
## Iteration 24 lambda =  -0.5102805 
## Iteration 1 lambda =  0.2716376 
## Iteration 2 lambda =  -0.09254354 
## Iteration 3 lambda =  -0.2746341 
## Iteration 4 lambda =  -0.3656794 
## Iteration 5 lambda =  -0.4112021 
## Iteration 6 lambda =  -0.4339634 
## Iteration 7 lambda =  -0.4453441 
## Iteration 8 lambda =  -0.4510344 
## Iteration 9 lambda =  -0.4538796 
## Iteration 10 lambda =  -0.4553021 
## Iteration 11 lambda =  -0.4560134 
## Iteration 12 lambda =  -0.4563691 
## Iteration 13 lambda =  -0.4565469 
## Iteration 14 lambda =  -0.4566358 
## Iteration 15 lambda =  -0.4566803 
## Iteration 16 lambda =  -0.4567025 
## Iteration 17 lambda =  -0.4567136 
## Iteration 18 lambda =  -0.4567192 
## Iteration 19 lambda =  -0.4567219 
## Iteration 20 lambda =  -0.4567233 
## Iteration 21 lambda =  -0.456724 
## Iteration 22 lambda =  -0.4567244 
## Iteration 23 lambda =  -0.4567246 
## Iteration 24 lambda =  -0.4567246 
## Iteration 1 lambda =  0.3450315 
## Iteration 2 lambda =  0.0175472 
## Iteration 3 lambda =  -0.1461949 
## Iteration 4 lambda =  -0.228066 
## Iteration 5 lambda =  -0.2690015 
## Iteration 6 lambda =  -0.2894693 
## Iteration 7 lambda =  -0.2997032 
## Iteration 8 lambda =  -0.3048201 
## Iteration 9 lambda =  -0.3073786 
## Iteration 10 lambda =  -0.3086578 
## Iteration 11 lambda =  -0.3092975 
## Iteration 12 lambda =  -0.3096173 
## Iteration 13 lambda =  -0.3097772 
## Iteration 14 lambda =  -0.3098571 
## Iteration 15 lambda =  -0.3098971 
## Iteration 16 lambda =  -0.3099171 
## Iteration 17 lambda =  -0.3099271 
## Iteration 18 lambda =  -0.3099321 
## Iteration 19 lambda =  -0.3099346 
## Iteration 20 lambda =  -0.3099358 
## Iteration 21 lambda =  -0.3099364 
## Iteration 22 lambda =  -0.3099368 
## Iteration 23 lambda =  -0.3099369 
## Iteration 24 lambda =  -0.309937 
## Iteration 1 lambda =  0.342093 
## Iteration 2 lambda =  0.01313947 
## Iteration 3 lambda =  -0.1513373 
## Iteration 4 lambda =  -0.2335757 
## Iteration 5 lambda =  -0.2746949 
## Iteration 6 lambda =  -0.2952544 
## Iteration 7 lambda =  -0.3055342 
## Iteration 8 lambda =  -0.3106741 
## Iteration 9 lambda =  -0.3132441 
## Iteration 10 lambda =  -0.3145291 
## Iteration 11 lambda =  -0.3151716 
## Iteration 12 lambda =  -0.3154928 
## Iteration 13 lambda =  -0.3156534 
## Iteration 14 lambda =  -0.3157337 
## Iteration 15 lambda =  -0.3157739 
## Iteration 16 lambda =  -0.315794 
## Iteration 17 lambda =  -0.315804 
## Iteration 18 lambda =  -0.315809 
## Iteration 19 lambda =  -0.3158115 
## Iteration 20 lambda =  -0.3158128 
## Iteration 21 lambda =  -0.3158134 
## Iteration 22 lambda =  -0.3158137 
## Iteration 23 lambda =  -0.3158139 
## Iteration 24 lambda =  -0.315814 
## Iteration 1 lambda =  0.3198758 
## Iteration 2 lambda =  -0.02018626 
## Iteration 3 lambda =  -0.1902173 
## Iteration 4 lambda =  -0.2752328 
## Iteration 5 lambda =  -0.3177406 
## Iteration 6 lambda =  -0.3389945 
## Iteration 7 lambda =  -0.3496214 
## Iteration 8 lambda =  -0.3549349 
## Iteration 9 lambda =  -0.3575916 
## Iteration 10 lambda =  -0.35892 
## Iteration 11 lambda =  -0.3595842 
## Iteration 12 lambda =  -0.3599162 
## Iteration 13 lambda =  -0.3600823 
## Iteration 14 lambda =  -0.3601653 
## Iteration 15 lambda =  -0.3602068 
## Iteration 16 lambda =  -0.3602276 
## Iteration 17 lambda =  -0.360238 
## Iteration 18 lambda =  -0.3602432 
## Iteration 19 lambda =  -0.3602457 
## Iteration 20 lambda =  -0.360247 
## Iteration 21 lambda =  -0.3602477 
## Iteration 22 lambda =  -0.360248 
## Iteration 23 lambda =  -0.3602482 
## Iteration 24 lambda =  -0.3602483 
## Iteration 1 lambda =  0.3341825 
## Iteration 2 lambda =  0.001273799 
## Iteration 3 lambda =  -0.1651806 
## Iteration 4 lambda =  -0.2484078 
## Iteration 5 lambda =  -0.2900213 
## Iteration 6 lambda =  -0.3108281 
## Iteration 7 lambda =  -0.3212315 
## Iteration 8 lambda =  -0.3264332 
## Iteration 9 lambda =  -0.3290341 
## Iteration 10 lambda =  -0.3303345 
## Iteration 11 lambda =  -0.3309847 
## Iteration 12 lambda =  -0.3313098 
## Iteration 13 lambda =  -0.3314724 
## Iteration 14 lambda =  -0.3315537 
## Iteration 15 lambda =  -0.3315943 
## Iteration 16 lambda =  -0.3316146 
## Iteration 17 lambda =  -0.3316248 
## Iteration 18 lambda =  -0.3316299 
## Iteration 19 lambda =  -0.3316324 
## Iteration 20 lambda =  -0.3316337 
## Iteration 21 lambda =  -0.3316343 
## Iteration 22 lambda =  -0.3316346 
## Iteration 23 lambda =  -0.3316348 
## Iteration 24 lambda =  -0.3316349 
## Iteration 1 lambda =  0.2378817 
## Iteration 2 lambda =  -0.1431775 
## Iteration 3 lambda =  -0.3337071 
## Iteration 4 lambda =  -0.4289719 
## Iteration 5 lambda =  -0.4766043 
## Iteration 6 lambda =  -0.5004205 
## Iteration 7 lambda =  -0.5123286 
## Iteration 8 lambda =  -0.5182826 
## Iteration 9 lambda =  -0.5212597 
## Iteration 10 lambda =  -0.5227482 
## Iteration 11 lambda =  -0.5234924 
## Iteration 12 lambda =  -0.5238645 
## Iteration 13 lambda =  -0.5240506 
## Iteration 14 lambda =  -0.5241436 
## Iteration 15 lambda =  -0.5241902 
## Iteration 16 lambda =  -0.5242134 
## Iteration 17 lambda =  -0.524225 
## Iteration 18 lambda =  -0.5242309 
## Iteration 19 lambda =  -0.5242338 
## Iteration 20 lambda =  -0.5242352 
## Iteration 21 lambda =  -0.524236 
## Iteration 22 lambda =  -0.5242363 
## Iteration 23 lambda =  -0.5242365 
## Iteration 24 lambda =  -0.5242366 
## Iteration 1 lambda =  0.1318815 
## Iteration 2 lambda =  -0.3021777 
## Iteration 3 lambda =  -0.5192074 
## Iteration 4 lambda =  -0.6277222 
## Iteration 5 lambda =  -0.6819796 
## Iteration 6 lambda =  -0.7091083 
## Iteration 7 lambda =  -0.7226726 
## Iteration 8 lambda =  -0.7294548 
## Iteration 9 lambda =  -0.7328459 
## Iteration 10 lambda =  -0.7345414 
## Iteration 11 lambda =  -0.7353892 
## Iteration 12 lambda =  -0.7358131 
## Iteration 13 lambda =  -0.736025 
## Iteration 14 lambda =  -0.736131 
## Iteration 15 lambda =  -0.736184 
## Iteration 16 lambda =  -0.7362105 
## Iteration 17 lambda =  -0.7362237 
## Iteration 18 lambda =  -0.7362304 
## Iteration 19 lambda =  -0.7362337 
## Iteration 20 lambda =  -0.7362353 
## Iteration 21 lambda =  -0.7362362 
## Iteration 22 lambda =  -0.7362366 
## Iteration 23 lambda =  -0.7362368 
## Iteration 24 lambda =  -0.7362369 
## Iteration 25 lambda =  -0.7362369 
## Iteration 1 lambda =  0.3728049 
## Iteration 2 lambda =  0.05920731 
## Iteration 3 lambda =  -0.09759148 
## Iteration 4 lambda =  -0.1759909 
## Iteration 5 lambda =  -0.2151906 
## Iteration 6 lambda =  -0.2347904 
## Iteration 7 lambda =  -0.2445903 
## Iteration 8 lambda =  -0.2494903 
## Iteration 9 lambda =  -0.2519403 
## Iteration 10 lambda =  -0.2531653 
## Iteration 11 lambda =  -0.2537778 
## Iteration 12 lambda =  -0.254084 
## Iteration 13 lambda =  -0.2542371 
## Iteration 14 lambda =  -0.2543137 
## Iteration 15 lambda =  -0.254352 
## Iteration 16 lambda =  -0.2543711 
## Iteration 17 lambda =  -0.2543807 
## Iteration 18 lambda =  -0.2543855 
## Iteration 19 lambda =  -0.2543879 
## Iteration 20 lambda =  -0.2543891 
## Iteration 21 lambda =  -0.2543897 
## Iteration 22 lambda =  -0.25439 
## Iteration 23 lambda =  -0.2543901 
## Iteration 24 lambda =  -0.2543902 
## Iteration 1 lambda =  0.3096187 
## Iteration 2 lambda =  -0.03557199 
## Iteration 3 lambda =  -0.2081673 
## Iteration 4 lambda =  -0.294465 
## Iteration 5 lambda =  -0.3376138 
## Iteration 6 lambda =  -0.3591882 
## Iteration 7 lambda =  -0.3699755 
## Iteration 8 lambda =  -0.3753691 
## Iteration 9 lambda =  -0.3780659 
## Iteration 10 lambda =  -0.3794143 
## Iteration 11 lambda =  -0.3800885 
## Iteration 12 lambda =  -0.3804256 
## Iteration 13 lambda =  -0.3805941 
## Iteration 14 lambda =  -0.3806784 
## Iteration 15 lambda =  -0.3807205 
## Iteration 16 lambda =  -0.3807416 
## Iteration 17 lambda =  -0.3807521 
## Iteration 18 lambda =  -0.3807574 
## Iteration 19 lambda =  -0.38076 
## Iteration 20 lambda =  -0.3807613 
## Iteration 21 lambda =  -0.380762 
## Iteration 22 lambda =  -0.3807623 
## Iteration 23 lambda =  -0.3807625 
## Iteration 24 lambda =  -0.3807626 
## Iteration 1 lambda =  0.2558629 
## Iteration 2 lambda =  -0.1162057 
## Iteration 3 lambda =  -0.30224 
## Iteration 4 lambda =  -0.3952571 
## Iteration 5 lambda =  -0.4417657 
## Iteration 6 lambda =  -0.46502 
## Iteration 7 lambda =  -0.4766471 
## Iteration 8 lambda =  -0.4824607 
## Iteration 9 lambda =  -0.4853675 
## Iteration 10 lambda =  -0.4868208 
## Iteration 11 lambda =  -0.4875475 
## Iteration 12 lambda =  -0.4879109 
## Iteration 13 lambda =  -0.4880926 
## Iteration 14 lambda =  -0.4881834 
## Iteration 15 lambda =  -0.4882288 
## Iteration 16 lambda =  -0.4882515 
## Iteration 17 lambda =  -0.4882629 
## Iteration 18 lambda =  -0.4882686 
## Iteration 19 lambda =  -0.4882714 
## Iteration 20 lambda =  -0.4882728 
## Iteration 21 lambda =  -0.4882735 
## Iteration 22 lambda =  -0.4882739 
## Iteration 23 lambda =  -0.4882741 
## Iteration 24 lambda =  -0.4882742 
## Iteration 1 lambda =  0.2817075 
## Iteration 2 lambda =  -0.07743882 
## Iteration 3 lambda =  -0.257012 
## Iteration 4 lambda =  -0.3467985 
## Iteration 5 lambda =  -0.3916918 
## Iteration 6 lambda =  -0.4141385 
## Iteration 7 lambda =  -0.4253618 
## Iteration 8 lambda =  -0.4309734 
## Iteration 9 lambda =  -0.4337793 
## Iteration 10 lambda =  -0.4351822 
## Iteration 11 lambda =  -0.4358836 
## Iteration 12 lambda =  -0.4362344 
## Iteration 13 lambda =  -0.4364097 
## Iteration 14 lambda =  -0.4364974 
## Iteration 15 lambda =  -0.4365413 
## Iteration 16 lambda =  -0.4365632 
## Iteration 17 lambda =  -0.4365741 
## Iteration 18 lambda =  -0.4365796 
## Iteration 19 lambda =  -0.4365824 
## Iteration 20 lambda =  -0.4365837 
## Iteration 21 lambda =  -0.4365844 
## Iteration 22 lambda =  -0.4365848 
## Iteration 23 lambda =  -0.4365849 
## Iteration 24 lambda =  -0.436585 
## Iteration 1 lambda =  0.28002 
## Iteration 2 lambda =  -0.07997005 
## Iteration 3 lambda =  -0.2599651 
## Iteration 4 lambda =  -0.3499626 
## Iteration 5 lambda =  -0.3949613 
## Iteration 6 lambda =  -0.4174607 
## Iteration 7 lambda =  -0.4287104 
## Iteration 8 lambda =  -0.4343352 
## Iteration 9 lambda =  -0.4371476 
## Iteration 10 lambda =  -0.4385539 
## Iteration 11 lambda =  -0.439257 
## Iteration 12 lambda =  -0.4396085 
## Iteration 13 lambda =  -0.4397843 
## Iteration 14 lambda =  -0.4398722 
## Iteration 15 lambda =  -0.4399161 
## Iteration 16 lambda =  -0.4399381 
## Iteration 17 lambda =  -0.4399491 
## Iteration 18 lambda =  -0.4399546 
## Iteration 19 lambda =  -0.4399573 
## Iteration 20 lambda =  -0.4399587 
## Iteration 21 lambda =  -0.4399594 
## Iteration 22 lambda =  -0.4399597 
## Iteration 23 lambda =  -0.4399599 
## Iteration 24 lambda =  -0.43996 
## Iteration 1 lambda =  0.3227892 
## Iteration 2 lambda =  -0.01581624 
## Iteration 3 lambda =  -0.185119 
## Iteration 4 lambda =  -0.2697703 
## Iteration 5 lambda =  -0.312096 
## Iteration 6 lambda =  -0.3332588 
## Iteration 7 lambda =  -0.3438402 
## Iteration 8 lambda =  -0.3491309 
## Iteration 9 lambda =  -0.3517763 
## Iteration 10 lambda =  -0.353099 
## Iteration 11 lambda =  -0.3537603 
## Iteration 12 lambda =  -0.354091 
## Iteration 13 lambda =  -0.3542563 
## Iteration 14 lambda =  -0.354339 
## Iteration 15 lambda =  -0.3543803 
## Iteration 16 lambda =  -0.354401 
## Iteration 17 lambda =  -0.3544113 
## Iteration 18 lambda =  -0.3544165 
## Iteration 19 lambda =  -0.3544191 
## Iteration 20 lambda =  -0.3544204 
## Iteration 21 lambda =  -0.354421 
## Iteration 22 lambda =  -0.3544213 
## Iteration 23 lambda =  -0.3544215 
## Iteration 24 lambda =  -0.3544216 
## Iteration 1 lambda =  0.3061985 
## Iteration 2 lambda =  -0.04070229 
## Iteration 3 lambda =  -0.2141527 
## Iteration 4 lambda =  -0.3008779 
## Iteration 5 lambda =  -0.3442405 
## Iteration 6 lambda =  -0.3659218 
## Iteration 7 lambda =  -0.3767624 
## Iteration 8 lambda =  -0.3821827 
## Iteration 9 lambda =  -0.3848929 
## Iteration 10 lambda =  -0.386248 
## Iteration 11 lambda =  -0.3869255 
## Iteration 12 lambda =  -0.3872643 
## Iteration 13 lambda =  -0.3874337 
## Iteration 14 lambda =  -0.3875184 
## Iteration 15 lambda =  -0.3875607 
## Iteration 16 lambda =  -0.3875819 
## Iteration 17 lambda =  -0.3875925 
## Iteration 18 lambda =  -0.3875978 
## Iteration 19 lambda =  -0.3876004 
## Iteration 20 lambda =  -0.3876017 
## Iteration 21 lambda =  -0.3876024 
## Iteration 22 lambda =  -0.3876027 
## Iteration 23 lambda =  -0.3876029 
## Iteration 24 lambda =  -0.387603 
## Iteration 1 lambda =  0.3611584 
## Iteration 2 lambda =  0.04173754 
## Iteration 3 lambda =  -0.1179729 
## Iteration 4 lambda =  -0.1978281 
## Iteration 5 lambda =  -0.2377557 
## Iteration 6 lambda =  -0.2577195 
## Iteration 7 lambda =  -0.2677014 
## Iteration 8 lambda =  -0.2726923 
## Iteration 9 lambda =  -0.2751878 
## Iteration 10 lambda =  -0.2764355 
## Iteration 11 lambda =  -0.2770594 
## Iteration 12 lambda =  -0.2773713 
## Iteration 13 lambda =  -0.2775273 
## Iteration 14 lambda =  -0.2776053 
## Iteration 15 lambda =  -0.2776443 
## Iteration 16 lambda =  -0.2776638 
## Iteration 17 lambda =  -0.2776735 
## Iteration 18 lambda =  -0.2776784 
## Iteration 19 lambda =  -0.2776808 
## Iteration 20 lambda =  -0.2776821 
## Iteration 21 lambda =  -0.2776827 
## Iteration 22 lambda =  -0.277683 
## Iteration 23 lambda =  -0.2776831 
## Iteration 24 lambda =  -0.2776832 
## Iteration 1 lambda =  0.3351445 
## Iteration 2 lambda =  0.002716824 
## Iteration 3 lambda =  -0.163497 
## Iteration 4 lambda =  -0.246604 
## Iteration 5 lambda =  -0.2881574 
## Iteration 6 lambda =  -0.3089342 
## Iteration 7 lambda =  -0.3193225 
## Iteration 8 lambda =  -0.3245167 
## Iteration 9 lambda =  -0.3271138 
## Iteration 10 lambda =  -0.3284124 
## Iteration 11 lambda =  -0.3290616 
## Iteration 12 lambda =  -0.3293863 
## Iteration 13 lambda =  -0.3295486 
## Iteration 14 lambda =  -0.3296297 
## Iteration 15 lambda =  -0.3296703 
## Iteration 16 lambda =  -0.3296906 
## Iteration 17 lambda =  -0.3297008 
## Iteration 18 lambda =  -0.3297058 
## Iteration 19 lambda =  -0.3297084 
## Iteration 20 lambda =  -0.3297096 
## Iteration 21 lambda =  -0.3297103 
## Iteration 22 lambda =  -0.3297106 
## Iteration 23 lambda =  -0.3297107 
## Iteration 24 lambda =  -0.3297108 
## Iteration 1 lambda =  0.2032487 
## Iteration 2 lambda =  -0.195127 
## Iteration 3 lambda =  -0.3943148 
## Iteration 4 lambda =  -0.4939087 
## Iteration 5 lambda =  -0.5437057 
## Iteration 6 lambda =  -0.5686041 
## Iteration 7 lambda =  -0.5810534 
## Iteration 8 lambda =  -0.587278 
## Iteration 9 lambda =  -0.5903903 
## Iteration 10 lambda =  -0.5919465 
## Iteration 11 lambda =  -0.5927245 
## Iteration 12 lambda =  -0.5931136 
## Iteration 13 lambda =  -0.5933081 
## Iteration 14 lambda =  -0.5934054 
## Iteration 15 lambda =  -0.593454 
## Iteration 16 lambda =  -0.5934783 
## Iteration 17 lambda =  -0.5934905 
## Iteration 18 lambda =  -0.5934965 
## Iteration 19 lambda =  -0.5934996 
## Iteration 20 lambda =  -0.5935011 
## Iteration 21 lambda =  -0.5935019 
## Iteration 22 lambda =  -0.5935022 
## Iteration 23 lambda =  -0.5935024 
## Iteration 24 lambda =  -0.5935025 
## Iteration 1 lambda =  0.2924476 
## Iteration 2 lambda =  -0.06132866 
## Iteration 3 lambda =  -0.2382168 
## Iteration 4 lambda =  -0.3266608 
## Iteration 5 lambda =  -0.3708828 
## Iteration 6 lambda =  -0.3929939 
## Iteration 7 lambda =  -0.4040494 
## Iteration 8 lambda =  -0.4095771 
## Iteration 9 lambda =  -0.412341 
## Iteration 10 lambda =  -0.4137229 
## Iteration 11 lambda =  -0.4144139 
## Iteration 12 lambda =  -0.4147594 
## Iteration 13 lambda =  -0.4149321 
## Iteration 14 lambda =  -0.4150185 
## Iteration 15 lambda =  -0.4150617 
## Iteration 16 lambda =  -0.4150833 
## Iteration 17 lambda =  -0.4150941 
## Iteration 18 lambda =  -0.4150995 
## Iteration 19 lambda =  -0.4151022 
## Iteration 20 lambda =  -0.4151035 
## Iteration 21 lambda =  -0.4151042 
## Iteration 22 lambda =  -0.4151045 
## Iteration 23 lambda =  -0.4151047 
## Iteration 24 lambda =  -0.4151048 
## Iteration 1 lambda =  0.2592292 
## Iteration 2 lambda =  -0.1111561 
## Iteration 3 lambda =  -0.2963488 
## Iteration 4 lambda =  -0.3889452 
## Iteration 5 lambda =  -0.4352434 
## Iteration 6 lambda =  -0.4583924 
## Iteration 7 lambda =  -0.469967 
## Iteration 8 lambda =  -0.4757543 
## Iteration 9 lambda =  -0.4786479 
## Iteration 10 lambda =  -0.4800947 
## Iteration 11 lambda =  -0.4808181 
## Iteration 12 lambda =  -0.4811798 
## Iteration 13 lambda =  -0.4813607 
## Iteration 14 lambda =  -0.4814511 
## Iteration 15 lambda =  -0.4814963 
## Iteration 16 lambda =  -0.4815189 
## Iteration 17 lambda =  -0.4815302 
## Iteration 18 lambda =  -0.4815359 
## Iteration 19 lambda =  -0.4815387 
## Iteration 20 lambda =  -0.4815401 
## Iteration 21 lambda =  -0.4815408 
## Iteration 22 lambda =  -0.4815412 
## Iteration 23 lambda =  -0.4815414 
## Iteration 24 lambda =  -0.4815414 
## Iteration 1 lambda =  0.2784705 
## Iteration 2 lambda =  -0.08229431 
## Iteration 3 lambda =  -0.2626767 
## Iteration 4 lambda =  -0.3528679 
## Iteration 5 lambda =  -0.3979635 
## Iteration 6 lambda =  -0.4205113 
## Iteration 7 lambda =  -0.4317852 
## Iteration 8 lambda =  -0.4374221 
## Iteration 9 lambda =  -0.4402406 
## Iteration 10 lambda =  -0.4416498 
## Iteration 11 lambda =  -0.4423545 
## Iteration 12 lambda =  -0.4427068 
## Iteration 13 lambda =  -0.4428829 
## Iteration 14 lambda =  -0.442971 
## Iteration 15 lambda =  -0.443015 
## Iteration 16 lambda =  -0.4430371 
## Iteration 17 lambda =  -0.4430481 
## Iteration 18 lambda =  -0.4430536 
## Iteration 19 lambda =  -0.4430563 
## Iteration 20 lambda =  -0.4430577 
## Iteration 21 lambda =  -0.4430584 
## Iteration 22 lambda =  -0.4430587 
## Iteration 23 lambda =  -0.4430589 
## Iteration 24 lambda =  -0.443059 
## Iteration 1 lambda =  0.2303197 
## Iteration 2 lambda =  -0.1545204 
## Iteration 3 lambda =  -0.3469405 
## Iteration 4 lambda =  -0.4431505 
## Iteration 5 lambda =  -0.4912556 
## Iteration 6 lambda =  -0.5153081 
## Iteration 7 lambda =  -0.5273343 
## Iteration 8 lambda =  -0.5333474 
## Iteration 9 lambda =  -0.536354 
## Iteration 10 lambda =  -0.5378573 
## Iteration 11 lambda =  -0.5386089 
## Iteration 12 lambda =  -0.5389848 
## Iteration 13 lambda =  -0.5391727 
## Iteration 14 lambda =  -0.5392666 
## Iteration 15 lambda =  -0.5393136 
## Iteration 16 lambda =  -0.5393371 
## Iteration 17 lambda =  -0.5393488 
## Iteration 18 lambda =  -0.5393547 
## Iteration 19 lambda =  -0.5393576 
## Iteration 20 lambda =  -0.5393591 
## Iteration 21 lambda =  -0.5393598 
## Iteration 22 lambda =  -0.5393602 
## Iteration 23 lambda =  -0.5393604 
## Iteration 24 lambda =  -0.5393605 
## Iteration 1 lambda =  0.325847 
## Iteration 2 lambda =  -0.01122953 
## Iteration 3 lambda =  -0.1797678 
## Iteration 4 lambda =  -0.2640369 
## Iteration 5 lambda =  -0.3061715 
## Iteration 6 lambda =  -0.3272388 
## Iteration 7 lambda =  -0.3377724 
## Iteration 8 lambda =  -0.3430392 
## Iteration 9 lambda =  -0.3456726 
## Iteration 10 lambda =  -0.3469893 
## Iteration 11 lambda =  -0.3476477 
## Iteration 12 lambda =  -0.3479769 
## Iteration 13 lambda =  -0.3481414 
## Iteration 14 lambda =  -0.3482237 
## Iteration 15 lambda =  -0.3482649 
## Iteration 16 lambda =  -0.3482855 
## Iteration 17 lambda =  -0.3482957 
## Iteration 18 lambda =  -0.3483009 
## Iteration 19 lambda =  -0.3483035 
## Iteration 20 lambda =  -0.3483048 
## Iteration 21 lambda =  -0.3483054 
## Iteration 22 lambda =  -0.3483057 
## Iteration 23 lambda =  -0.3483059 
## Iteration 24 lambda =  -0.348306 
## Iteration 1 lambda =  0.203969 
## Iteration 2 lambda =  -0.1940466 
## Iteration 3 lambda =  -0.3930543 
## Iteration 4 lambda =  -0.4925582 
## Iteration 5 lambda =  -0.5423102 
## Iteration 6 lambda =  -0.5671861 
## Iteration 7 lambda =  -0.5796241 
## Iteration 8 lambda =  -0.5858431 
## Iteration 9 lambda =  -0.5889526 
## Iteration 10 lambda =  -0.5905073 
## Iteration 11 lambda =  -0.5912847 
## Iteration 12 lambda =  -0.5916734 
## Iteration 13 lambda =  -0.5918678 
## Iteration 14 lambda =  -0.5919649 
## Iteration 15 lambda =  -0.5920135 
## Iteration 16 lambda =  -0.5920378 
## Iteration 17 lambda =  -0.5920499 
## Iteration 18 lambda =  -0.592056 
## Iteration 19 lambda =  -0.5920591 
## Iteration 20 lambda =  -0.5920606 
## Iteration 21 lambda =  -0.5920613 
## Iteration 22 lambda =  -0.5920617 
## Iteration 23 lambda =  -0.5920619 
## Iteration 24 lambda =  -0.592062 
## Iteration 1 lambda =  0.2888398 
## Iteration 2 lambda =  -0.06674025 
## Iteration 3 lambda =  -0.2445303 
## Iteration 4 lambda =  -0.3334253 
## Iteration 5 lambda =  -0.3778728 
## Iteration 6 lambda =  -0.4000966 
## Iteration 7 lambda =  -0.4112085 
## Iteration 8 lambda =  -0.4167644 
## Iteration 9 lambda =  -0.4195424 
## Iteration 10 lambda =  -0.4209314 
## Iteration 11 lambda =  -0.4216258 
## Iteration 12 lambda =  -0.4219731 
## Iteration 13 lambda =  -0.4221467 
## Iteration 14 lambda =  -0.4222335 
## Iteration 15 lambda =  -0.4222769 
## Iteration 16 lambda =  -0.4222986 
## Iteration 17 lambda =  -0.4223095 
## Iteration 18 lambda =  -0.4223149 
## Iteration 19 lambda =  -0.4223176 
## Iteration 20 lambda =  -0.422319 
## Iteration 21 lambda =  -0.4223197 
## Iteration 22 lambda =  -0.42232 
## Iteration 23 lambda =  -0.4223202 
## Iteration 24 lambda =  -0.4223203 
## Iteration 1 lambda =  0.2118601 
## Iteration 2 lambda =  -0.1822099 
## Iteration 3 lambda =  -0.3792449 
## Iteration 4 lambda =  -0.4777624 
## Iteration 5 lambda =  -0.5270211 
## Iteration 6 lambda =  -0.5516505 
## Iteration 7 lambda =  -0.5639652 
## Iteration 8 lambda =  -0.5701225 
## Iteration 9 lambda =  -0.5732012 
## Iteration 10 lambda =  -0.5747405 
## Iteration 11 lambda =  -0.5755102 
## Iteration 12 lambda =  -0.575895 
## Iteration 13 lambda =  -0.5760874 
## Iteration 14 lambda =  -0.5761837 
## Iteration 15 lambda =  -0.5762318 
## Iteration 16 lambda =  -0.5762558 
## Iteration 17 lambda =  -0.5762678 
## Iteration 18 lambda =  -0.5762739 
## Iteration 19 lambda =  -0.5762769 
## Iteration 20 lambda =  -0.5762784 
## Iteration 21 lambda =  -0.5762791 
## Iteration 22 lambda =  -0.5762795 
## Iteration 23 lambda =  -0.5762797 
## Iteration 24 lambda =  -0.5762798 
## Iteration 1 lambda =  0.1974844 
## Iteration 2 lambda =  -0.2037734 
## Iteration 3 lambda =  -0.4044023 
## Iteration 4 lambda =  -0.5047168 
## Iteration 5 lambda =  -0.554874 
## Iteration 6 lambda =  -0.5799526 
## Iteration 7 lambda =  -0.5924919 
## Iteration 8 lambda =  -0.5987616 
## Iteration 9 lambda =  -0.6018964 
## Iteration 10 lambda =  -0.6034638 
## Iteration 11 lambda =  -0.6042475 
## Iteration 12 lambda =  -0.6046394 
## Iteration 13 lambda =  -0.6048353 
## Iteration 14 lambda =  -0.6049333 
## Iteration 15 lambda =  -0.6049823 
## Iteration 16 lambda =  -0.6050067 
## Iteration 17 lambda =  -0.605019 
## Iteration 18 lambda =  -0.6050251 
## Iteration 19 lambda =  -0.6050282 
## Iteration 20 lambda =  -0.6050297 
## Iteration 21 lambda =  -0.6050305 
## Iteration 22 lambda =  -0.6050309 
## Iteration 23 lambda =  -0.605031 
## Iteration 24 lambda =  -0.6050311 
## Iteration 1 lambda =  0.29088 
## Iteration 2 lambda =  -0.06367998 
## Iteration 3 lambda =  -0.24096 
## Iteration 4 lambda =  -0.3296 
## Iteration 5 lambda =  -0.37392 
## Iteration 6 lambda =  -0.39608 
## Iteration 7 lambda =  -0.40716 
## Iteration 8 lambda =  -0.4127 
## Iteration 9 lambda =  -0.41547 
## Iteration 10 lambda =  -0.416855 
## Iteration 11 lambda =  -0.4175475 
## Iteration 12 lambda =  -0.4178937 
## Iteration 13 lambda =  -0.4180668 
## Iteration 14 lambda =  -0.4181534 
## Iteration 15 lambda =  -0.4181967 
## Iteration 16 lambda =  -0.4182183 
## Iteration 17 lambda =  -0.4182292 
## Iteration 18 lambda =  -0.4182346 
## Iteration 19 lambda =  -0.4182373 
## Iteration 20 lambda =  -0.4182386 
## Iteration 21 lambda =  -0.4182393 
## Iteration 22 lambda =  -0.4182396 
## Iteration 23 lambda =  -0.4182398 
## Iteration 24 lambda =  -0.4182399 
## Iteration 1 lambda =  0.3116638 
## Iteration 2 lambda =  -0.03250428 
## Iteration 3 lambda =  -0.2045883 
## Iteration 4 lambda =  -0.2906303 
## Iteration 5 lambda =  -0.3336514 
## Iteration 6 lambda =  -0.3551619 
## Iteration 7 lambda =  -0.3659171 
## Iteration 8 lambda =  -0.3712947 
## Iteration 9 lambda =  -0.3739836 
## Iteration 10 lambda =  -0.375328 
## Iteration 11 lambda =  -0.3760002 
## Iteration 12 lambda =  -0.3763363 
## Iteration 13 lambda =  -0.3765043 
## Iteration 14 lambda =  -0.3765883 
## Iteration 15 lambda =  -0.3766304 
## Iteration 16 lambda =  -0.3766514 
## Iteration 17 lambda =  -0.3766619 
## Iteration 18 lambda =  -0.3766671 
## Iteration 19 lambda =  -0.3766697 
## Iteration 20 lambda =  -0.3766711 
## Iteration 21 lambda =  -0.3766717 
## Iteration 22 lambda =  -0.376672 
## Iteration 23 lambda =  -0.3766722 
## Iteration 24 lambda =  -0.3766723 
## Iteration 1 lambda =  0.3563751 
## Iteration 2 lambda =  0.0345626 
## Iteration 3 lambda =  -0.1263436 
## Iteration 4 lambda =  -0.2067967 
## Iteration 5 lambda =  -0.2470233 
## Iteration 6 lambda =  -0.2671366 
## Iteration 7 lambda =  -0.2771932 
## Iteration 8 lambda =  -0.2822215 
## Iteration 9 lambda =  -0.2847357 
## Iteration 10 lambda =  -0.2859928 
## Iteration 11 lambda =  -0.2866213 
## Iteration 12 lambda =  -0.2869356 
## Iteration 13 lambda =  -0.2870927 
## Iteration 14 lambda =  -0.2871713 
## Iteration 15 lambda =  -0.2872106 
## Iteration 16 lambda =  -0.2872302 
## Iteration 17 lambda =  -0.28724 
## Iteration 18 lambda =  -0.287245 
## Iteration 19 lambda =  -0.2872474 
## Iteration 20 lambda =  -0.2872486 
## Iteration 21 lambda =  -0.2872492 
## Iteration 22 lambda =  -0.2872496 
## Iteration 23 lambda =  -0.2872497 
## Iteration 24 lambda =  -0.2872498 
## Iteration 1 lambda =  0.3114922 
## Iteration 2 lambda =  -0.0327617 
## Iteration 3 lambda =  -0.2048886 
## Iteration 4 lambda =  -0.2909521 
## Iteration 5 lambda =  -0.3339839 
## Iteration 6 lambda =  -0.3554997 
## Iteration 7 lambda =  -0.3662577 
## Iteration 8 lambda =  -0.3716366 
## Iteration 9 lambda =  -0.3743261 
## Iteration 10 lambda =  -0.3756709 
## Iteration 11 lambda =  -0.3763432 
## Iteration 12 lambda =  -0.3766794 
## Iteration 13 lambda =  -0.3768475 
## Iteration 14 lambda =  -0.3769316 
## Iteration 15 lambda =  -0.3769736 
## Iteration 16 lambda =  -0.3769946 
## Iteration 17 lambda =  -0.3770051 
## Iteration 18 lambda =  -0.3770103 
## Iteration 19 lambda =  -0.377013 
## Iteration 20 lambda =  -0.3770143 
## Iteration 21 lambda =  -0.3770149 
## Iteration 22 lambda =  -0.3770153 
## Iteration 23 lambda =  -0.3770154 
## Iteration 24 lambda =  -0.3770155 
## Iteration 1 lambda =  0.3413502 
## Iteration 2 lambda =  0.01202526 
## Iteration 3 lambda =  -0.1526372 
## Iteration 4 lambda =  -0.2349684 
## Iteration 5 lambda =  -0.276134 
## Iteration 6 lambda =  -0.2967168 
## Iteration 7 lambda =  -0.3070083 
## Iteration 8 lambda =  -0.312154 
## Iteration 9 lambda =  -0.3147268 
## Iteration 10 lambda =  -0.3160132 
## Iteration 11 lambda =  -0.3166564 
## Iteration 12 lambda =  -0.316978 
## Iteration 13 lambda =  -0.3171389 
## Iteration 14 lambda =  -0.3172193 
## Iteration 15 lambda =  -0.3172595 
## Iteration 16 lambda =  -0.3172796 
## Iteration 17 lambda =  -0.3172896 
## Iteration 18 lambda =  -0.3172946 
## Iteration 19 lambda =  -0.3172971 
## Iteration 20 lambda =  -0.3172984 
## Iteration 21 lambda =  -0.317299 
## Iteration 22 lambda =  -0.3172993 
## Iteration 23 lambda =  -0.3172995 
## Iteration 24 lambda =  -0.3172996 
## Iteration 1 lambda =  0.358583 
## Iteration 2 lambda =  0.03787443 
## Iteration 3 lambda =  -0.1224798 
## Iteration 4 lambda =  -0.202657 
## Iteration 5 lambda =  -0.2427455 
## Iteration 6 lambda =  -0.2627898 
## Iteration 7 lambda =  -0.2728119 
## Iteration 8 lambda =  -0.277823 
## Iteration 9 lambda =  -0.2803286 
## Iteration 10 lambda =  -0.2815813 
## Iteration 11 lambda =  -0.2822077 
## Iteration 12 lambda =  -0.2825209 
## Iteration 13 lambda =  -0.2826775 
## Iteration 14 lambda =  -0.2827558 
## Iteration 15 lambda =  -0.2827949 
## Iteration 16 lambda =  -0.2828145 
## Iteration 17 lambda =  -0.2828243 
## Iteration 18 lambda =  -0.2828292 
## Iteration 19 lambda =  -0.2828316 
## Iteration 20 lambda =  -0.2828329 
## Iteration 21 lambda =  -0.2828335 
## Iteration 22 lambda =  -0.2828338 
## Iteration 23 lambda =  -0.2828339 
## Iteration 24 lambda =  -0.282834 
## Iteration 1 lambda =  0.2830234 
## Iteration 2 lambda =  -0.07546493 
## Iteration 3 lambda =  -0.2547091 
## Iteration 4 lambda =  -0.3443312 
## Iteration 5 lambda =  -0.3891422 
## Iteration 6 lambda =  -0.4115477 
## Iteration 7 lambda =  -0.4227505 
## Iteration 8 lambda =  -0.4283519 
## Iteration 9 lambda =  -0.4311526 
## Iteration 10 lambda =  -0.4325529 
## Iteration 11 lambda =  -0.4332531 
## Iteration 12 lambda =  -0.4336032 
## Iteration 13 lambda =  -0.4337782 
## Iteration 14 lambda =  -0.4338657 
## Iteration 15 lambda =  -0.4339095 
## Iteration 16 lambda =  -0.4339314 
## Iteration 17 lambda =  -0.4339423 
## Iteration 18 lambda =  -0.4339478 
## Iteration 19 lambda =  -0.4339505 
## Iteration 20 lambda =  -0.4339519 
## Iteration 21 lambda =  -0.4339526 
## Iteration 22 lambda =  -0.4339529 
## Iteration 23 lambda =  -0.4339531 
## Iteration 24 lambda =  -0.4339532 
## Iteration 1 lambda =  0.3186549 
## Iteration 2 lambda =  -0.02201764 
## Iteration 3 lambda =  -0.1923539 
## Iteration 4 lambda =  -0.277522 
## Iteration 5 lambda =  -0.3201061 
## Iteration 6 lambda =  -0.3413982 
## Iteration 7 lambda =  -0.3520442 
## Iteration 8 lambda =  -0.3573672 
## Iteration 9 lambda =  -0.3600287 
## Iteration 10 lambda =  -0.3613594 
## Iteration 11 lambda =  -0.3620248 
## Iteration 12 lambda =  -0.3623575 
## Iteration 13 lambda =  -0.3625238 
## Iteration 14 lambda =  -0.362607 
## Iteration 15 lambda =  -0.3626486 
## Iteration 16 lambda =  -0.3626694 
## Iteration 17 lambda =  -0.3626798 
## Iteration 18 lambda =  -0.362685 
## Iteration 19 lambda =  -0.3626876 
## Iteration 20 lambda =  -0.3626889 
## Iteration 21 lambda =  -0.3626895 
## Iteration 22 lambda =  -0.3626899 
## Iteration 23 lambda =  -0.36269 
## Iteration 24 lambda =  -0.3626901 
## Iteration 1 lambda =  0.2301233 
## Iteration 2 lambda =  -0.1548151 
## Iteration 3 lambda =  -0.3472843 
## Iteration 4 lambda =  -0.4435189 
## Iteration 5 lambda =  -0.4916362 
## Iteration 6 lambda =  -0.5156948 
## Iteration 7 lambda =  -0.5277242 
## Iteration 8 lambda =  -0.5337388 
## Iteration 9 lambda =  -0.5367461 
## Iteration 10 lambda =  -0.5382498 
## Iteration 11 lambda =  -0.5390016 
## Iteration 12 lambda =  -0.5393776 
## Iteration 13 lambda =  -0.5395655 
## Iteration 14 lambda =  -0.5396595 
## Iteration 15 lambda =  -0.5397065 
## Iteration 16 lambda =  -0.53973 
## Iteration 17 lambda =  -0.5397417 
## Iteration 18 lambda =  -0.5397476 
## Iteration 19 lambda =  -0.5397505 
## Iteration 20 lambda =  -0.539752 
## Iteration 21 lambda =  -0.5397527 
## Iteration 22 lambda =  -0.5397531 
## Iteration 23 lambda =  -0.5397533 
## Iteration 24 lambda =  -0.5397534 
## Iteration 1 lambda =  0.386406 
## Iteration 2 lambda =  0.07960906 
## Iteration 3 lambda =  -0.07378943 
## Iteration 4 lambda =  -0.1504887 
## Iteration 5 lambda =  -0.1888383 
## Iteration 6 lambda =  -0.2080131 
## Iteration 7 lambda =  -0.2176005 
## Iteration 8 lambda =  -0.2223942 
## Iteration 9 lambda =  -0.2247911 
## Iteration 10 lambda =  -0.2259895 
## Iteration 11 lambda =  -0.2265887 
## Iteration 12 lambda =  -0.2268883 
## Iteration 13 lambda =  -0.2270381 
## Iteration 14 lambda =  -0.227113 
## Iteration 15 lambda =  -0.2271505 
## Iteration 16 lambda =  -0.2271692 
## Iteration 17 lambda =  -0.2271786 
## Iteration 18 lambda =  -0.2271832 
## Iteration 19 lambda =  -0.2271856 
## Iteration 20 lambda =  -0.2271867 
## Iteration 21 lambda =  -0.2271873 
## Iteration 22 lambda =  -0.2271876 
## Iteration 23 lambda =  -0.2271878 
## Iteration 24 lambda =  -0.2271878 
## Iteration 1 lambda =  0.3230855 
## Iteration 2 lambda =  -0.01537173 
## Iteration 3 lambda =  -0.1846004 
## Iteration 4 lambda =  -0.2692147 
## Iteration 5 lambda =  -0.3115218 
## Iteration 6 lambda =  -0.3326754 
## Iteration 7 lambda =  -0.3432522 
## Iteration 8 lambda =  -0.3485406 
## Iteration 9 lambda =  -0.3511848 
## Iteration 10 lambda =  -0.3525069 
## Iteration 11 lambda =  -0.3531679 
## Iteration 12 lambda =  -0.3534985 
## Iteration 13 lambda =  -0.3536637 
## Iteration 14 lambda =  -0.3537463 
## Iteration 15 lambda =  -0.3537877 
## Iteration 16 lambda =  -0.3538083 
## Iteration 17 lambda =  -0.3538186 
## Iteration 18 lambda =  -0.3538238 
## Iteration 19 lambda =  -0.3538264 
## Iteration 20 lambda =  -0.3538277 
## Iteration 21 lambda =  -0.3538283 
## Iteration 22 lambda =  -0.3538287 
## Iteration 23 lambda =  -0.3538288 
## Iteration 24 lambda =  -0.3538289 
## Iteration 1 lambda =  0.3802051 
## Iteration 2 lambda =  0.07030759 
## Iteration 3 lambda =  -0.08464114 
## Iteration 4 lambda =  -0.1621155 
## Iteration 5 lambda =  -0.2008527 
## Iteration 6 lambda =  -0.2202213 
## Iteration 7 lambda =  -0.2299056 
## Iteration 8 lambda =  -0.2347477 
## Iteration 9 lambda =  -0.2371688 
## Iteration 10 lambda =  -0.2383793 
## Iteration 11 lambda =  -0.2389846 
## Iteration 12 lambda =  -0.2392872 
## Iteration 13 lambda =  -0.2394386 
## Iteration 14 lambda =  -0.2395142 
## Iteration 15 lambda =  -0.239552 
## Iteration 16 lambda =  -0.239571 
## Iteration 17 lambda =  -0.2395804 
## Iteration 18 lambda =  -0.2395851 
## Iteration 19 lambda =  -0.2395875 
## Iteration 20 lambda =  -0.2395887 
## Iteration 21 lambda =  -0.2395893 
## Iteration 22 lambda =  -0.2395896 
## Iteration 23 lambda =  -0.2395897 
## Iteration 24 lambda =  -0.2395898 
## Iteration 1 lambda =  0.2889441 
## Iteration 2 lambda =  -0.06658392 
## Iteration 3 lambda =  -0.2443479 
## Iteration 4 lambda =  -0.3332299 
## Iteration 5 lambda =  -0.3776709 
## Iteration 6 lambda =  -0.3998914 
## Iteration 7 lambda =  -0.4110016 
## Iteration 8 lambda =  -0.4165568 
## Iteration 9 lambda =  -0.4193343 
## Iteration 10 lambda =  -0.4207231 
## Iteration 11 lambda =  -0.4214175 
## Iteration 12 lambda =  -0.4217647 
## Iteration 13 lambda =  -0.4219383 
## Iteration 14 lambda =  -0.4220251 
## Iteration 15 lambda =  -0.4220685 
## Iteration 16 lambda =  -0.4220902 
## Iteration 17 lambda =  -0.422101 
## Iteration 18 lambda =  -0.4221065 
## Iteration 19 lambda =  -0.4221092 
## Iteration 20 lambda =  -0.4221105 
## Iteration 21 lambda =  -0.4221112 
## Iteration 22 lambda =  -0.4221116 
## Iteration 23 lambda =  -0.4221117 
## Iteration 24 lambda =  -0.4221118 
## Iteration 1 lambda =  0.3096831 
## Iteration 2 lambda =  -0.0354753 
## Iteration 3 lambda =  -0.2080545 
## Iteration 4 lambda =  -0.2943441 
## Iteration 5 lambda =  -0.3374889 
## Iteration 6 lambda =  -0.3590613 
## Iteration 7 lambda =  -0.3698475 
## Iteration 8 lambda =  -0.3752406 
## Iteration 9 lambda =  -0.3779372 
## Iteration 10 lambda =  -0.3792855 
## Iteration 11 lambda =  -0.3799596 
## Iteration 12 lambda =  -0.3802967 
## Iteration 13 lambda =  -0.3804652 
## Iteration 14 lambda =  -0.3805495 
## Iteration 15 lambda =  -0.3805916 
## Iteration 16 lambda =  -0.3806127 
## Iteration 17 lambda =  -0.3806232 
## Iteration 18 lambda =  -0.3806285 
## Iteration 19 lambda =  -0.3806311 
## Iteration 20 lambda =  -0.3806324 
## Iteration 21 lambda =  -0.3806331 
## Iteration 22 lambda =  -0.3806334 
## Iteration 23 lambda =  -0.3806336 
## Iteration 24 lambda =  -0.3806336 
## Iteration 1 lambda =  0.3142428 
## Iteration 2 lambda =  -0.02863577 
## Iteration 3 lambda =  -0.2000751 
## Iteration 4 lambda =  -0.2857947 
## Iteration 5 lambda =  -0.3286545 
## Iteration 6 lambda =  -0.3500844 
## Iteration 7 lambda =  -0.3607994 
## Iteration 8 lambda =  -0.3661569 
## Iteration 9 lambda =  -0.3688356 
## Iteration 10 lambda =  -0.370175 
## Iteration 11 lambda =  -0.3708447 
## Iteration 12 lambda =  -0.3711795 
## Iteration 13 lambda =  -0.3713469 
## Iteration 14 lambda =  -0.3714306 
## Iteration 15 lambda =  -0.3714725 
## Iteration 16 lambda =  -0.3714934 
## Iteration 17 lambda =  -0.3715039 
## Iteration 18 lambda =  -0.3715091 
## Iteration 19 lambda =  -0.3715117 
## Iteration 20 lambda =  -0.371513 
## Iteration 21 lambda =  -0.3715137 
## Iteration 22 lambda =  -0.371514 
## Iteration 23 lambda =  -0.3715142 
## Iteration 24 lambda =  -0.3715143 
## Iteration 1 lambda =  0.2596669 
## Iteration 2 lambda =  -0.1104997 
## Iteration 3 lambda =  -0.2955829 
## Iteration 4 lambda =  -0.3881246 
## Iteration 5 lambda =  -0.4343954 
## Iteration 6 lambda =  -0.4575308 
## Iteration 7 lambda =  -0.4690985 
## Iteration 8 lambda =  -0.4748824 
## Iteration 9 lambda =  -0.4777743 
## Iteration 10 lambda =  -0.4792203 
## Iteration 11 lambda =  -0.4799432 
## Iteration 12 lambda =  -0.4803047 
## Iteration 13 lambda =  -0.4804855 
## Iteration 14 lambda =  -0.4805758 
## Iteration 15 lambda =  -0.480621 
## Iteration 16 lambda =  -0.4806436 
## Iteration 17 lambda =  -0.4806549 
## Iteration 18 lambda =  -0.4806606 
## Iteration 19 lambda =  -0.4806634 
## Iteration 20 lambda =  -0.4806648 
## Iteration 21 lambda =  -0.4806655 
## Iteration 22 lambda =  -0.4806659 
## Iteration 23 lambda =  -0.480666 
## Iteration 24 lambda =  -0.4806661 
## Iteration 1 lambda =  0.3457679 
## Iteration 2 lambda =  0.01865192 
## Iteration 3 lambda =  -0.1449061 
## Iteration 4 lambda =  -0.2266851 
## Iteration 5 lambda =  -0.2675746 
## Iteration 6 lambda =  -0.2880194 
## Iteration 7 lambda =  -0.2982417 
## Iteration 8 lambda =  -0.3033529 
## Iteration 9 lambda =  -0.3059085 
## Iteration 10 lambda =  -0.3071863 
## Iteration 11 lambda =  -0.3078252 
## Iteration 12 lambda =  -0.3081447 
## Iteration 13 lambda =  -0.3083044 
## Iteration 14 lambda =  -0.3083842 
## Iteration 15 lambda =  -0.3084242 
## Iteration 16 lambda =  -0.3084441 
## Iteration 17 lambda =  -0.3084541 
## Iteration 18 lambda =  -0.3084591 
## Iteration 19 lambda =  -0.3084616 
## Iteration 20 lambda =  -0.3084629 
## Iteration 21 lambda =  -0.3084635 
## Iteration 22 lambda =  -0.3084638 
## Iteration 23 lambda =  -0.3084639 
## Iteration 24 lambda =  -0.308464 
## Iteration 1 lambda =  0.3396685 
## Iteration 2 lambda =  0.009502751 
## Iteration 3 lambda =  -0.1555801 
## Iteration 4 lambda =  -0.2381216 
## Iteration 5 lambda =  -0.2793923 
## Iteration 6 lambda =  -0.3000276 
## Iteration 7 lambda =  -0.3103453 
## Iteration 8 lambda =  -0.3155042 
## Iteration 9 lambda =  -0.3180836 
## Iteration 10 lambda =  -0.3193733 
## Iteration 11 lambda =  -0.3200181 
## Iteration 12 lambda =  -0.3203406 
## Iteration 13 lambda =  -0.3205018 
## Iteration 14 lambda =  -0.3205824 
## Iteration 15 lambda =  -0.3206227 
## Iteration 16 lambda =  -0.3206428 
## Iteration 17 lambda =  -0.3206529 
## Iteration 18 lambda =  -0.320658 
## Iteration 19 lambda =  -0.3206605 
## Iteration 20 lambda =  -0.3206617 
## Iteration 21 lambda =  -0.3206624 
## Iteration 22 lambda =  -0.3206627 
## Iteration 23 lambda =  -0.3206628 
## Iteration 24 lambda =  -0.3206629 
## Iteration 1 lambda =  0.3069698 
## Iteration 2 lambda =  -0.03954532 
## Iteration 3 lambda =  -0.2128029 
## Iteration 4 lambda =  -0.2994317 
## Iteration 5 lambda =  -0.342746 
## Iteration 6 lambda =  -0.3644032 
## Iteration 7 lambda =  -0.3752318 
## Iteration 8 lambda =  -0.3806461 
## Iteration 9 lambda =  -0.3833533 
## Iteration 10 lambda =  -0.3847069 
## Iteration 11 lambda =  -0.3853836 
## Iteration 12 lambda =  -0.385722 
## Iteration 13 lambda =  -0.3858912 
## Iteration 14 lambda =  -0.3859758 
## Iteration 15 lambda =  -0.3860181 
## Iteration 16 lambda =  -0.3860393 
## Iteration 17 lambda =  -0.3860499 
## Iteration 18 lambda =  -0.3860551 
## Iteration 19 lambda =  -0.3860578 
## Iteration 20 lambda =  -0.3860591 
## Iteration 21 lambda =  -0.3860598 
## Iteration 22 lambda =  -0.3860601 
## Iteration 23 lambda =  -0.3860603 
## Iteration 24 lambda =  -0.3860603 
## Iteration 1 lambda =  0.3037246 
## Iteration 2 lambda =  -0.04441303 
## Iteration 3 lambda =  -0.2184819 
## Iteration 4 lambda =  -0.3055163 
## Iteration 5 lambda =  -0.3490335 
## Iteration 6 lambda =  -0.3707921 
## Iteration 7 lambda =  -0.3816714 
## Iteration 8 lambda =  -0.3871111 
## Iteration 9 lambda =  -0.3898309 
## Iteration 10 lambda =  -0.3911908 
## Iteration 11 lambda =  -0.3918707 
## Iteration 12 lambda =  -0.3922107 
## Iteration 13 lambda =  -0.3923807 
## Iteration 14 lambda =  -0.3924657 
## Iteration 15 lambda =  -0.3925082 
## Iteration 16 lambda =  -0.3925295 
## Iteration 17 lambda =  -0.3925401 
## Iteration 18 lambda =  -0.3925454 
## Iteration 19 lambda =  -0.392548 
## Iteration 20 lambda =  -0.3925494 
## Iteration 21 lambda =  -0.39255 
## Iteration 22 lambda =  -0.3925504 
## Iteration 23 lambda =  -0.3925505 
## Iteration 24 lambda =  -0.3925506 
## Iteration 1 lambda =  0.3423061 
## Iteration 2 lambda =  0.01345908 
## Iteration 3 lambda =  -0.1509644 
## Iteration 4 lambda =  -0.2331761 
## Iteration 5 lambda =  -0.274282 
## Iteration 6 lambda =  -0.294835 
## Iteration 7 lambda =  -0.3051114 
## Iteration 8 lambda =  -0.3102497 
## Iteration 9 lambda =  -0.3128188 
## Iteration 10 lambda =  -0.3141033 
## Iteration 11 lambda =  -0.3147456 
## Iteration 12 lambda =  -0.3150668 
## Iteration 13 lambda =  -0.3152273 
## Iteration 14 lambda =  -0.3153076 
## Iteration 15 lambda =  -0.3153477 
## Iteration 16 lambda =  -0.3153678 
## Iteration 17 lambda =  -0.3153779 
## Iteration 18 lambda =  -0.3153829 
## Iteration 19 lambda =  -0.3153854 
## Iteration 20 lambda =  -0.3153866 
## Iteration 21 lambda =  -0.3153873 
## Iteration 22 lambda =  -0.3153876 
## Iteration 23 lambda =  -0.3153877 
## Iteration 24 lambda =  -0.3153878 
## Iteration 1 lambda =  0.2702817 
## Iteration 2 lambda =  -0.09457747 
## Iteration 3 lambda =  -0.277007 
## Iteration 4 lambda =  -0.3682218 
## Iteration 5 lambda =  -0.4138292 
## Iteration 6 lambda =  -0.4366329 
## Iteration 7 lambda =  -0.4480348 
## Iteration 8 lambda =  -0.4537357 
## Iteration 9 lambda =  -0.4565862 
## Iteration 10 lambda =  -0.4580114 
## Iteration 11 lambda =  -0.458724 
## Iteration 12 lambda =  -0.4590803 
## Iteration 13 lambda =  -0.4592585 
## Iteration 14 lambda =  -0.4593475 
## Iteration 15 lambda =  -0.4593921 
## Iteration 16 lambda =  -0.4594144 
## Iteration 17 lambda =  -0.4594255 
## Iteration 18 lambda =  -0.4594311 
## Iteration 19 lambda =  -0.4594338 
## Iteration 20 lambda =  -0.4594352 
## Iteration 21 lambda =  -0.4594359 
## Iteration 22 lambda =  -0.4594363 
## Iteration 23 lambda =  -0.4594365 
## Iteration 24 lambda =  -0.4594365 
## Iteration 1 lambda =  0.3917547 
## Iteration 2 lambda =  0.0876321 
## Iteration 3 lambda =  -0.06442922 
## Iteration 4 lambda =  -0.1404599 
## Iteration 5 lambda =  -0.1784752 
## Iteration 6 lambda =  -0.1974829 
## Iteration 7 lambda =  -0.2069867 
## Iteration 8 lambda =  -0.2117386 
## Iteration 9 lambda =  -0.2141146 
## Iteration 10 lambda =  -0.2153026 
## Iteration 11 lambda =  -0.2158965 
## Iteration 12 lambda =  -0.2161935 
## Iteration 13 lambda =  -0.216342 
## Iteration 14 lambda =  -0.2164163 
## Iteration 15 lambda =  -0.2164534 
## Iteration 16 lambda =  -0.216472 
## Iteration 17 lambda =  -0.2164813 
## Iteration 18 lambda =  -0.2164859 
## Iteration 19 lambda =  -0.2164882 
## Iteration 20 lambda =  -0.2164894 
## Iteration 21 lambda =  -0.21649 
## Iteration 22 lambda =  -0.2164902 
## Iteration 23 lambda =  -0.2164904 
## Iteration 24 lambda =  -0.2164905 
## Iteration 1 lambda =  0.419681 
## Iteration 2 lambda =  0.1295215 
## Iteration 3 lambda =  -0.01555829 
## Iteration 4 lambda =  -0.08809817 
## Iteration 5 lambda =  -0.1243681 
## Iteration 6 lambda =  -0.1425031 
## Iteration 7 lambda =  -0.1515706 
## Iteration 8 lambda =  -0.1561043 
## Iteration 9 lambda =  -0.1583712 
## Iteration 10 lambda =  -0.1595046 
## Iteration 11 lambda =  -0.1600713 
## Iteration 12 lambda =  -0.1603547 
## Iteration 13 lambda =  -0.1604964 
## Iteration 14 lambda =  -0.1605672 
## Iteration 15 lambda =  -0.1606026 
## Iteration 16 lambda =  -0.1606203 
## Iteration 17 lambda =  -0.1606292 
## Iteration 18 lambda =  -0.1606336 
## Iteration 19 lambda =  -0.1606358 
## Iteration 20 lambda =  -0.1606369 
## Iteration 21 lambda =  -0.1606375 
## Iteration 22 lambda =  -0.1606378 
## Iteration 23 lambda =  -0.1606379 
## Iteration 24 lambda =  -0.160638 
## Iteration 1 lambda =  0.2843492 
## Iteration 2 lambda =  -0.07347624 
## Iteration 3 lambda =  -0.2523889 
## Iteration 4 lambda =  -0.3418453 
## Iteration 5 lambda =  -0.3865735 
## Iteration 6 lambda =  -0.4089376 
## Iteration 7 lambda =  -0.4201196 
## Iteration 8 lambda =  -0.4257106 
## Iteration 9 lambda =  -0.4285061 
## Iteration 10 lambda =  -0.4299039 
## Iteration 11 lambda =  -0.4306028 
## Iteration 12 lambda =  -0.4309522 
## Iteration 13 lambda =  -0.4311269 
## Iteration 14 lambda =  -0.4312143 
## Iteration 15 lambda =  -0.431258 
## Iteration 16 lambda =  -0.4312798 
## Iteration 17 lambda =  -0.4312907 
## Iteration 18 lambda =  -0.4312962 
## Iteration 19 lambda =  -0.4312989 
## Iteration 20 lambda =  -0.4313003 
## Iteration 21 lambda =  -0.431301 
## Iteration 22 lambda =  -0.4313013 
## Iteration 23 lambda =  -0.4313015 
## Iteration 24 lambda =  -0.4313016 
## Iteration 1 lambda =  0.3350453 
## Iteration 2 lambda =  0.002567974 
## Iteration 3 lambda =  -0.1636707 
## Iteration 4 lambda =  -0.24679 
## Iteration 5 lambda =  -0.2883497 
## Iteration 6 lambda =  -0.3091295 
## Iteration 7 lambda =  -0.3195195 
## Iteration 8 lambda =  -0.3247144 
## Iteration 9 lambda =  -0.3273119 
## Iteration 10 lambda =  -0.3286106 
## Iteration 11 lambda =  -0.32926 
## Iteration 12 lambda =  -0.3295847 
## Iteration 13 lambda =  -0.329747 
## Iteration 14 lambda =  -0.3298282 
## Iteration 15 lambda =  -0.3298688 
## Iteration 16 lambda =  -0.3298891 
## Iteration 17 lambda =  -0.3298992 
## Iteration 18 lambda =  -0.3299043 
## Iteration 19 lambda =  -0.3299068 
## Iteration 20 lambda =  -0.3299081 
## Iteration 21 lambda =  -0.3299087 
## Iteration 22 lambda =  -0.3299091 
## Iteration 23 lambda =  -0.3299092 
## Iteration 24 lambda =  -0.3299093 
## Iteration 1 lambda =  0.3570199 
## Iteration 2 lambda =  0.03552978 
## Iteration 3 lambda =  -0.1252153 
## Iteration 4 lambda =  -0.2055878 
## Iteration 5 lambda =  -0.245774 
## Iteration 6 lambda =  -0.2658672 
## Iteration 7 lambda =  -0.2759137 
## Iteration 8 lambda =  -0.280937 
## Iteration 9 lambda =  -0.2834486 
## Iteration 10 lambda =  -0.2847045 
## Iteration 11 lambda =  -0.2853324 
## Iteration 12 lambda =  -0.2856463 
## Iteration 13 lambda =  -0.2858033 
## Iteration 14 lambda =  -0.2858818 
## Iteration 15 lambda =  -0.285921 
## Iteration 16 lambda =  -0.2859407 
## Iteration 17 lambda =  -0.2859505 
## Iteration 18 lambda =  -0.2859554 
## Iteration 19 lambda =  -0.2859578 
## Iteration 20 lambda =  -0.2859591 
## Iteration 21 lambda =  -0.2859597 
## Iteration 22 lambda =  -0.28596 
## Iteration 23 lambda =  -0.2859601 
## Iteration 24 lambda =  -0.2859602 
## Iteration 1 lambda =  0.374082 
## Iteration 2 lambda =  0.061123 
## Iteration 3 lambda =  -0.0953565 
## Iteration 4 lambda =  -0.1735963 
## Iteration 5 lambda =  -0.2127161 
## Iteration 6 lambda =  -0.2322761 
## Iteration 7 lambda =  -0.242056 
## Iteration 8 lambda =  -0.246946 
## Iteration 9 lambda =  -0.249391 
## Iteration 10 lambda =  -0.2506135 
## Iteration 11 lambda =  -0.2512248 
## Iteration 12 lambda =  -0.2515304 
## Iteration 13 lambda =  -0.2516832 
## Iteration 14 lambda =  -0.2517596 
## Iteration 15 lambda =  -0.2517978 
## Iteration 16 lambda =  -0.2518169 
## Iteration 17 lambda =  -0.2518265 
## Iteration 18 lambda =  -0.2518312 
## Iteration 19 lambda =  -0.2518336 
## Iteration 20 lambda =  -0.2518348 
## Iteration 21 lambda =  -0.2518354 
## Iteration 22 lambda =  -0.2518357 
## Iteration 23 lambda =  -0.2518359 
## Iteration 24 lambda =  -0.2518359 
## Iteration 1 lambda =  0.3107723 
## Iteration 2 lambda =  -0.03384157 
## Iteration 3 lambda =  -0.2061485 
## Iteration 4 lambda =  -0.292302 
## Iteration 5 lambda =  -0.3353787 
## Iteration 6 lambda =  -0.3569171 
## Iteration 7 lambda =  -0.3676862 
## Iteration 8 lambda =  -0.3730708 
## Iteration 9 lambda =  -0.3757631 
## Iteration 10 lambda =  -0.3771093 
## Iteration 11 lambda =  -0.3777824 
## Iteration 12 lambda =  -0.3781189 
## Iteration 13 lambda =  -0.3782872 
## Iteration 14 lambda =  -0.3783713 
## Iteration 15 lambda =  -0.3784134 
## Iteration 16 lambda =  -0.3784344 
## Iteration 17 lambda =  -0.3784449 
## Iteration 18 lambda =  -0.3784502 
## Iteration 19 lambda =  -0.3784528 
## Iteration 20 lambda =  -0.3784541 
## Iteration 21 lambda =  -0.3784548 
## Iteration 22 lambda =  -0.3784551 
## Iteration 23 lambda =  -0.3784553 
## Iteration 24 lambda =  -0.3784554 
## Iteration 1 lambda =  0.2425746 
## Iteration 2 lambda =  -0.136138 
## Iteration 3 lambda =  -0.3254944 
## Iteration 4 lambda =  -0.4201726 
## Iteration 5 lambda =  -0.4675116 
## Iteration 6 lambda =  -0.4911812 
## Iteration 7 lambda =  -0.5030159 
## Iteration 8 lambda =  -0.5089333 
## Iteration 9 lambda =  -0.511892 
## Iteration 10 lambda =  -0.5133714 
## Iteration 11 lambda =  -0.514111 
## Iteration 12 lambda =  -0.5144809 
## Iteration 13 lambda =  -0.5146658 
## Iteration 14 lambda =  -0.5147583 
## Iteration 15 lambda =  -0.5148045 
## Iteration 16 lambda =  -0.5148276 
## Iteration 17 lambda =  -0.5148392 
## Iteration 18 lambda =  -0.5148449 
## Iteration 19 lambda =  -0.5148478 
## Iteration 20 lambda =  -0.5148493 
## Iteration 21 lambda =  -0.51485 
## Iteration 22 lambda =  -0.5148504 
## Iteration 23 lambda =  -0.5148505 
## Iteration 24 lambda =  -0.5148506 
## Iteration 1 lambda =  0.3620765 
## Iteration 2 lambda =  0.04311468 
## Iteration 3 lambda =  -0.1163662 
## Iteration 4 lambda =  -0.1961066 
## Iteration 5 lambda =  -0.2359769 
## Iteration 6 lambda =  -0.255912 
## Iteration 7 lambda =  -0.2658795 
## Iteration 8 lambda =  -0.2708633 
## Iteration 9 lambda =  -0.2733552 
## Iteration 10 lambda =  -0.2746011 
## Iteration 11 lambda =  -0.2752241 
## Iteration 12 lambda =  -0.2755356 
## Iteration 13 lambda =  -0.2756913 
## Iteration 14 lambda =  -0.2757692 
## Iteration 15 lambda =  -0.2758082 
## Iteration 16 lambda =  -0.2758276 
## Iteration 17 lambda =  -0.2758374 
## Iteration 18 lambda =  -0.2758422 
## Iteration 19 lambda =  -0.2758447 
## Iteration 20 lambda =  -0.2758459 
## Iteration 21 lambda =  -0.2758465 
## Iteration 22 lambda =  -0.2758468 
## Iteration 23 lambda =  -0.2758469 
## Iteration 24 lambda =  -0.275847 
## Iteration 1 lambda =  0.377716 
## Iteration 2 lambda =  0.06657403 
## Iteration 3 lambda =  -0.08899697 
## Iteration 4 lambda =  -0.1667825 
## Iteration 5 lambda =  -0.2056752 
## Iteration 6 lambda =  -0.2251216 
## Iteration 7 lambda =  -0.2348448 
## Iteration 8 lambda =  -0.2397064 
## Iteration 9 lambda =  -0.2421372 
## Iteration 10 lambda =  -0.2433526 
## Iteration 11 lambda =  -0.2439603 
## Iteration 12 lambda =  -0.2442641 
## Iteration 13 lambda =  -0.244416 
## Iteration 14 lambda =  -0.244492 
## Iteration 15 lambda =  -0.24453 
## Iteration 16 lambda =  -0.244549 
## Iteration 17 lambda =  -0.2445585 
## Iteration 18 lambda =  -0.2445632 
## Iteration 19 lambda =  -0.2445656 
## Iteration 20 lambda =  -0.2445668 
## Iteration 21 lambda =  -0.2445674 
## Iteration 22 lambda =  -0.2445677 
## Iteration 23 lambda =  -0.2445678 
## Iteration 24 lambda =  -0.2445679 
## Iteration 1 lambda =  0.2458483 
## Iteration 2 lambda =  -0.1312275 
## Iteration 3 lambda =  -0.3197655 
## Iteration 4 lambda =  -0.4140344 
## Iteration 5 lambda =  -0.4611689 
## Iteration 6 lambda =  -0.4847361 
## Iteration 7 lambda =  -0.4965198 
## Iteration 8 lambda =  -0.5024116 
## Iteration 9 lambda =  -0.5053575 
## Iteration 10 lambda =  -0.5068304 
## Iteration 11 lambda =  -0.5075669 
## Iteration 12 lambda =  -0.5079351 
## Iteration 13 lambda =  -0.5081193 
## Iteration 14 lambda =  -0.5082113 
## Iteration 15 lambda =  -0.5082573 
## Iteration 16 lambda =  -0.5082804 
## Iteration 17 lambda =  -0.5082919 
## Iteration 18 lambda =  -0.5082976 
## Iteration 19 lambda =  -0.5083005 
## Iteration 20 lambda =  -0.5083019 
## Iteration 21 lambda =  -0.5083027 
## Iteration 22 lambda =  -0.508303 
## Iteration 23 lambda =  -0.5083032 
## Iteration 24 lambda =  -0.5083033 
## Iteration 1 lambda =  0.335363 
## Iteration 2 lambda =  0.003044486 
## Iteration 3 lambda =  -0.1631148 
## Iteration 4 lambda =  -0.2461944 
## Iteration 5 lambda =  -0.2877342 
## Iteration 6 lambda =  -0.3085041 
## Iteration 7 lambda =  -0.3188891 
## Iteration 8 lambda =  -0.3240815 
## Iteration 9 lambda =  -0.3266778 
## Iteration 10 lambda =  -0.3279759 
## Iteration 11 lambda =  -0.328625 
## Iteration 12 lambda =  -0.3289495 
## Iteration 13 lambda =  -0.3291118 
## Iteration 14 lambda =  -0.3291929 
## Iteration 15 lambda =  -0.3292335 
## Iteration 16 lambda =  -0.3292537 
## Iteration 17 lambda =  -0.3292639 
## Iteration 18 lambda =  -0.3292689 
## Iteration 19 lambda =  -0.3292715 
## Iteration 20 lambda =  -0.3292728 
## Iteration 21 lambda =  -0.3292734 
## Iteration 22 lambda =  -0.3292737 
## Iteration 23 lambda =  -0.3292739 
## Iteration 24 lambda =  -0.3292739 
## Iteration 1 lambda =  0.1917823 
## Iteration 2 lambda =  -0.2123266 
## Iteration 3 lambda =  -0.414381 
## Iteration 4 lambda =  -0.5154082 
## Iteration 5 lambda =  -0.5659218 
## Iteration 6 lambda =  -0.5911786 
## Iteration 7 lambda =  -0.603807 
## Iteration 8 lambda =  -0.6101212 
## Iteration 9 lambda =  -0.6132783 
## Iteration 10 lambda =  -0.6148569 
## Iteration 11 lambda =  -0.6156461 
## Iteration 12 lambda =  -0.6160408 
## Iteration 13 lambda =  -0.6162381 
## Iteration 14 lambda =  -0.6163368 
## Iteration 15 lambda =  -0.6163861 
## Iteration 16 lambda =  -0.6164108 
## Iteration 17 lambda =  -0.6164231 
## Iteration 18 lambda =  -0.6164293 
## Iteration 19 lambda =  -0.6164323 
## Iteration 20 lambda =  -0.6164339 
## Iteration 21 lambda =  -0.6164347 
## Iteration 22 lambda =  -0.616435 
## Iteration 23 lambda =  -0.6164352 
## Iteration 24 lambda =  -0.6164353 
## Iteration 1 lambda =  0.3547281 
## Iteration 2 lambda =  0.03209215 
## Iteration 3 lambda =  -0.1292258 
## Iteration 4 lambda =  -0.2098848 
## Iteration 5 lambda =  -0.2502143 
## Iteration 6 lambda =  -0.270379 
## Iteration 7 lambda =  -0.2804614 
## Iteration 8 lambda =  -0.2855026 
## Iteration 9 lambda =  -0.2880232 
## Iteration 10 lambda =  -0.2892835 
## Iteration 11 lambda =  -0.2899136 
## Iteration 12 lambda =  -0.2902287 
## Iteration 13 lambda =  -0.2903863 
## Iteration 14 lambda =  -0.290465 
## Iteration 15 lambda =  -0.2905044 
## Iteration 16 lambda =  -0.2905241 
## Iteration 17 lambda =  -0.2905339 
## Iteration 18 lambda =  -0.2905389 
## Iteration 19 lambda =  -0.2905413 
## Iteration 20 lambda =  -0.2905426 
## Iteration 21 lambda =  -0.2905432 
## Iteration 22 lambda =  -0.2905435 
## Iteration 23 lambda =  -0.2905436 
## Iteration 24 lambda =  -0.2905437 
## Iteration 1 lambda =  0.3180142 
## Iteration 2 lambda =  -0.02297865 
## Iteration 3 lambda =  -0.1934751 
## Iteration 4 lambda =  -0.2787233 
## Iteration 5 lambda =  -0.3213474 
## Iteration 6 lambda =  -0.3426595 
## Iteration 7 lambda =  -0.3533155 
## Iteration 8 lambda =  -0.3586435 
## Iteration 9 lambda =  -0.3613075 
## Iteration 10 lambda =  -0.3626395 
## Iteration 11 lambda =  -0.3633055 
## Iteration 12 lambda =  -0.3636385 
## Iteration 13 lambda =  -0.363805 
## Iteration 14 lambda =  -0.3638883 
## Iteration 15 lambda =  -0.3639299 
## Iteration 16 lambda =  -0.3639507 
## Iteration 17 lambda =  -0.3639611 
## Iteration 18 lambda =  -0.3639663 
## Iteration 19 lambda =  -0.3639689 
## Iteration 20 lambda =  -0.3639702 
## Iteration 21 lambda =  -0.3639709 
## Iteration 22 lambda =  -0.3639712 
## Iteration 23 lambda =  -0.3639714 
## Iteration 24 lambda =  -0.3639714 
## Iteration 1 lambda =  0.2813031 
## Iteration 2 lambda =  -0.07804536 
## Iteration 3 lambda =  -0.2577196 
## Iteration 4 lambda =  -0.3475567 
## Iteration 5 lambda =  -0.3924753 
## Iteration 6 lambda =  -0.4149345 
## Iteration 7 lambda =  -0.4261642 
## Iteration 8 lambda =  -0.431779 
## Iteration 9 lambda =  -0.4345864 
## Iteration 10 lambda =  -0.4359901 
## Iteration 11 lambda =  -0.436692 
## Iteration 12 lambda =  -0.4370429 
## Iteration 13 lambda =  -0.4372184 
## Iteration 14 lambda =  -0.4373061 
## Iteration 15 lambda =  -0.43735 
## Iteration 16 lambda =  -0.4373719 
## Iteration 17 lambda =  -0.4373829 
## Iteration 18 lambda =  -0.4373883 
## Iteration 19 lambda =  -0.4373911 
## Iteration 20 lambda =  -0.4373924 
## Iteration 21 lambda =  -0.4373931 
## Iteration 22 lambda =  -0.4373935 
## Iteration 23 lambda =  -0.4373936 
## Iteration 24 lambda =  -0.4373937 
## Iteration 1 lambda =  0.3296018 
## Iteration 2 lambda =  -0.005597329 
## Iteration 3 lambda =  -0.1731969 
## Iteration 4 lambda =  -0.2569967 
## Iteration 5 lambda =  -0.2988965 
## Iteration 6 lambda =  -0.3198465 
## Iteration 7 lambda =  -0.3303215 
## Iteration 8 lambda =  -0.335559 
## Iteration 9 lambda =  -0.3381777 
## Iteration 10 lambda =  -0.3394871 
## Iteration 11 lambda =  -0.3401418 
## Iteration 12 lambda =  -0.3404691 
## Iteration 13 lambda =  -0.3406328 
## Iteration 14 lambda =  -0.3407146 
## Iteration 15 lambda =  -0.3407555 
## Iteration 16 lambda =  -0.340776 
## Iteration 17 lambda =  -0.3407862 
## Iteration 18 lambda =  -0.3407913 
## Iteration 19 lambda =  -0.3407939 
## Iteration 20 lambda =  -0.3407952 
## Iteration 21 lambda =  -0.3407958 
## Iteration 22 lambda =  -0.3407961 
## Iteration 23 lambda =  -0.3407963 
## Iteration 24 lambda =  -0.3407964 
## Iteration 1 lambda =  0.2783895 
## Iteration 2 lambda =  -0.0824157 
## Iteration 3 lambda =  -0.2628183 
## Iteration 4 lambda =  -0.3530196 
## Iteration 5 lambda =  -0.3981203 
## Iteration 6 lambda =  -0.4206706 
## Iteration 7 lambda =  -0.4319458 
## Iteration 8 lambda =  -0.4375834 
## Iteration 9 lambda =  -0.4404021 
## Iteration 10 lambda =  -0.4418115 
## Iteration 11 lambda =  -0.4425162 
## Iteration 12 lambda =  -0.4428686 
## Iteration 13 lambda =  -0.4430448 
## Iteration 14 lambda =  -0.4431329 
## Iteration 15 lambda =  -0.4431769 
## Iteration 16 lambda =  -0.4431989 
## Iteration 17 lambda =  -0.4432099 
## Iteration 18 lambda =  -0.4432154 
## Iteration 19 lambda =  -0.4432182 
## Iteration 20 lambda =  -0.4432196 
## Iteration 21 lambda =  -0.4432203 
## Iteration 22 lambda =  -0.4432206 
## Iteration 23 lambda =  -0.4432208 
## Iteration 24 lambda =  -0.4432209 
## Iteration 1 lambda =  0.2258783 
## Iteration 2 lambda =  -0.1611825 
## Iteration 3 lambda =  -0.3547129 
## Iteration 4 lambda =  -0.4514781 
## Iteration 5 lambda =  -0.4998607 
## Iteration 6 lambda =  -0.524052 
## Iteration 7 lambda =  -0.5361477 
## Iteration 8 lambda =  -0.5421955 
## Iteration 9 lambda =  -0.5452194 
## Iteration 10 lambda =  -0.5467313 
## Iteration 11 lambda =  -0.5474873 
## Iteration 12 lambda =  -0.5478653 
## Iteration 13 lambda =  -0.5480543 
## Iteration 14 lambda =  -0.5481488 
## Iteration 15 lambda =  -0.5481961 
## Iteration 16 lambda =  -0.5482197 
## Iteration 17 lambda =  -0.5482315 
## Iteration 18 lambda =  -0.5482374 
## Iteration 19 lambda =  -0.5482404 
## Iteration 20 lambda =  -0.5482418 
## Iteration 21 lambda =  -0.5482426 
## Iteration 22 lambda =  -0.5482429 
## Iteration 23 lambda =  -0.5482431 
## Iteration 24 lambda =  -0.5482432 
## Iteration 1 lambda =  0.3705814 
## Iteration 2 lambda =  0.0558721 
## Iteration 3 lambda =  -0.1014826 
## Iteration 4 lambda =  -0.1801599 
## Iteration 5 lambda =  -0.2194985 
## Iteration 6 lambda =  -0.2391679 
## Iteration 7 lambda =  -0.2490025 
## Iteration 8 lambda =  -0.2539199 
## Iteration 9 lambda =  -0.2563785 
## Iteration 10 lambda =  -0.2576079 
## Iteration 11 lambda =  -0.2582225 
## Iteration 12 lambda =  -0.2585299 
## Iteration 13 lambda =  -0.2586835 
## Iteration 14 lambda =  -0.2587604 
## Iteration 15 lambda =  -0.2587988 
## Iteration 16 lambda =  -0.258818 
## Iteration 17 lambda =  -0.2588276 
## Iteration 18 lambda =  -0.2588324 
## Iteration 19 lambda =  -0.2588348 
## Iteration 20 lambda =  -0.258836 
## Iteration 21 lambda =  -0.2588366 
## Iteration 22 lambda =  -0.2588369 
## Iteration 23 lambda =  -0.2588371 
## Iteration 24 lambda =  -0.2588371 
## Iteration 1 lambda =  0.3396981 
## Iteration 2 lambda =  0.009547173 
## Iteration 3 lambda =  -0.1555283 
## Iteration 4 lambda =  -0.238066 
## Iteration 5 lambda =  -0.2793349 
## Iteration 6 lambda =  -0.2999693 
## Iteration 7 lambda =  -0.3102866 
## Iteration 8 lambda =  -0.3154452 
## Iteration 9 lambda =  -0.3180245 
## Iteration 10 lambda =  -0.3193141 
## Iteration 11 lambda =  -0.3199589 
## Iteration 12 lambda =  -0.3202814 
## Iteration 13 lambda =  -0.3204426 
## Iteration 14 lambda =  -0.3205232 
## Iteration 15 lambda =  -0.3205635 
## Iteration 16 lambda =  -0.3205836 
## Iteration 17 lambda =  -0.3205937 
## Iteration 18 lambda =  -0.3205987 
## Iteration 19 lambda =  -0.3206013 
## Iteration 20 lambda =  -0.3206025 
## Iteration 21 lambda =  -0.3206031 
## Iteration 22 lambda =  -0.3206035 
## Iteration 23 lambda =  -0.3206036 
## Iteration 24 lambda =  -0.3206037 
## Iteration 1 lambda =  0.3804246 
## Iteration 2 lambda =  0.07063695 
## Iteration 3 lambda =  -0.08425689 
## Iteration 4 lambda =  -0.1617038 
## Iteration 5 lambda =  -0.2004273 
## Iteration 6 lambda =  -0.219789 
## Iteration 7 lambda =  -0.2294699 
## Iteration 8 lambda =  -0.2343103 
## Iteration 9 lambda =  -0.2367305 
## Iteration 10 lambda =  -0.2379406 
## Iteration 11 lambda =  -0.2385457 
## Iteration 12 lambda =  -0.2388482 
## Iteration 13 lambda =  -0.2389995 
## Iteration 14 lambda =  -0.2390751 
## Iteration 15 lambda =  -0.2391129 
## Iteration 16 lambda =  -0.2391318 
## Iteration 17 lambda =  -0.2391413 
## Iteration 18 lambda =  -0.239146 
## Iteration 19 lambda =  -0.2391484 
## Iteration 20 lambda =  -0.2391496 
## Iteration 21 lambda =  -0.2391501 
## Iteration 22 lambda =  -0.2391504 
## Iteration 23 lambda =  -0.2391506 
## Iteration 24 lambda =  -0.2391507 
## Iteration 1 lambda =  0.3581797 
## Iteration 2 lambda =  0.03726951 
## Iteration 3 lambda =  -0.1231856 
## Iteration 4 lambda =  -0.2034131 
## Iteration 5 lambda =  -0.2435269 
## Iteration 6 lambda =  -0.2635838 
## Iteration 7 lambda =  -0.2736122 
## Iteration 8 lambda =  -0.2786264 
## Iteration 9 lambda =  -0.2811335 
## Iteration 10 lambda =  -0.2823871 
## Iteration 11 lambda =  -0.2830139 
## Iteration 12 lambda =  -0.2833273 
## Iteration 13 lambda =  -0.283484 
## Iteration 14 lambda =  -0.2835623 
## Iteration 15 lambda =  -0.2836015 
## Iteration 16 lambda =  -0.2836211 
## Iteration 17 lambda =  -0.2836309 
## Iteration 18 lambda =  -0.2836358 
## Iteration 19 lambda =  -0.2836382 
## Iteration 20 lambda =  -0.2836394 
## Iteration 21 lambda =  -0.28364 
## Iteration 22 lambda =  -0.2836404 
## Iteration 23 lambda =  -0.2836405 
## Iteration 24 lambda =  -0.2836406 
## Iteration 1 lambda =  0.2736185 
## Iteration 2 lambda =  -0.08957227 
## Iteration 3 lambda =  -0.2711676 
## Iteration 4 lambda =  -0.3619653 
## Iteration 5 lambda =  -0.4073642 
## Iteration 6 lambda =  -0.4300636 
## Iteration 7 lambda =  -0.4414133 
## Iteration 8 lambda =  -0.4470882 
## Iteration 9 lambda =  -0.4499256 
## Iteration 10 lambda =  -0.4513443 
## Iteration 11 lambda =  -0.4520537 
## Iteration 12 lambda =  -0.4524083 
## Iteration 13 lambda =  -0.4525857 
## Iteration 14 lambda =  -0.4526744 
## Iteration 15 lambda =  -0.4527187 
## Iteration 16 lambda =  -0.4527409 
## Iteration 17 lambda =  -0.4527519 
## Iteration 18 lambda =  -0.4527575 
## Iteration 19 lambda =  -0.4527603 
## Iteration 20 lambda =  -0.4527616 
## Iteration 21 lambda =  -0.4527623 
## Iteration 22 lambda =  -0.4527627 
## Iteration 23 lambda =  -0.4527628 
## Iteration 24 lambda =  -0.4527629 
## Iteration 1 lambda =  0.3724986 
## Iteration 2 lambda =  0.05874792 
## Iteration 3 lambda =  -0.09812742 
## Iteration 4 lambda =  -0.1765651 
## Iteration 5 lambda =  -0.2157839 
## Iteration 6 lambda =  -0.2353934 
## Iteration 7 lambda =  -0.2451981 
## Iteration 8 lambda =  -0.2501004 
## Iteration 9 lambda =  -0.2525516 
## Iteration 10 lambda =  -0.2537772 
## Iteration 11 lambda =  -0.25439 
## Iteration 12 lambda =  -0.2546964 
## Iteration 13 lambda =  -0.2548496 
## Iteration 14 lambda =  -0.2549262 
## Iteration 15 lambda =  -0.2549645 
## Iteration 16 lambda =  -0.2549836 
## Iteration 17 lambda =  -0.2549932 
## Iteration 18 lambda =  -0.254998 
## Iteration 19 lambda =  -0.2550004 
## Iteration 20 lambda =  -0.2550016 
## Iteration 21 lambda =  -0.2550022 
## Iteration 22 lambda =  -0.2550025 
## Iteration 23 lambda =  -0.2550026 
## Iteration 24 lambda =  -0.2550027 
## Iteration 1 lambda =  0.3159027 
## Iteration 2 lambda =  -0.02614589 
## Iteration 3 lambda =  -0.1971702 
## Iteration 4 lambda =  -0.2826824 
## Iteration 5 lambda =  -0.3254384 
## Iteration 6 lambda =  -0.3468165 
## Iteration 7 lambda =  -0.3575055 
## Iteration 8 lambda =  -0.36285 
## Iteration 9 lambda =  -0.3655223 
## Iteration 10 lambda =  -0.3668584 
## Iteration 11 lambda =  -0.3675265 
## Iteration 12 lambda =  -0.3678605 
## Iteration 13 lambda =  -0.3680275 
## Iteration 14 lambda =  -0.368111 
## Iteration 15 lambda =  -0.3681528 
## Iteration 16 lambda =  -0.3681736 
## Iteration 17 lambda =  -0.3681841 
## Iteration 18 lambda =  -0.3681893 
## Iteration 19 lambda =  -0.3681919 
## Iteration 20 lambda =  -0.3681932 
## Iteration 21 lambda =  -0.3681939 
## Iteration 22 lambda =  -0.3681942 
## Iteration 23 lambda =  -0.3681944 
## Iteration 24 lambda =  -0.3681944 
## Iteration 1 lambda =  0.3366871 
## Iteration 2 lambda =  0.005030639 
## Iteration 3 lambda =  -0.1607976 
## Iteration 4 lambda =  -0.2437117 
## Iteration 5 lambda =  -0.2851688 
## Iteration 6 lambda =  -0.3058973 
## Iteration 7 lambda =  -0.3162616 
## Iteration 8 lambda =  -0.3214437 
## Iteration 9 lambda =  -0.3240347 
## Iteration 10 lambda =  -0.3253303 
## Iteration 11 lambda =  -0.325978 
## Iteration 12 lambda =  -0.3263019 
## Iteration 13 lambda =  -0.3264639 
## Iteration 14 lambda =  -0.3265448 
## Iteration 15 lambda =  -0.3265853 
## Iteration 16 lambda =  -0.3266056 
## Iteration 17 lambda =  -0.3266157 
## Iteration 18 lambda =  -0.3266208 
## Iteration 19 lambda =  -0.3266233 
## Iteration 20 lambda =  -0.3266245 
## Iteration 21 lambda =  -0.3266252 
## Iteration 22 lambda =  -0.3266255 
## Iteration 23 lambda =  -0.3266257 
## Iteration 24 lambda =  -0.3266257 
## Iteration 1 lambda =  0.3349376 
## Iteration 2 lambda =  0.002406378 
## Iteration 3 lambda =  -0.1638592 
## Iteration 4 lambda =  -0.246992 
## Iteration 5 lambda =  -0.2885584 
## Iteration 6 lambda =  -0.3093416 
## Iteration 7 lambda =  -0.3197332 
## Iteration 8 lambda =  -0.324929 
## Iteration 9 lambda =  -0.3275269 
## Iteration 10 lambda =  -0.3288259 
## Iteration 11 lambda =  -0.3294754 
## Iteration 12 lambda =  -0.3298001 
## Iteration 13 lambda =  -0.3299625 
## Iteration 14 lambda =  -0.3300436 
## Iteration 15 lambda =  -0.3300842 
## Iteration 16 lambda =  -0.3301045 
## Iteration 17 lambda =  -0.3301147 
## Iteration 18 lambda =  -0.3301198 
## Iteration 19 lambda =  -0.3301223 
## Iteration 20 lambda =  -0.3301236 
## Iteration 21 lambda =  -0.3301242 
## Iteration 22 lambda =  -0.3301245 
## Iteration 23 lambda =  -0.3301247 
## Iteration 24 lambda =  -0.3301247 
## Iteration 1 lambda =  0.2540384 
## Iteration 2 lambda =  -0.1189424 
## Iteration 3 lambda =  -0.3054328 
## Iteration 4 lambda =  -0.398678 
## Iteration 5 lambda =  -0.4453006 
## Iteration 6 lambda =  -0.4686119 
## Iteration 7 lambda =  -0.4802676 
## Iteration 8 lambda =  -0.4860954 
## Iteration 9 lambda =  -0.4890093 
## Iteration 10 lambda =  -0.4904663 
## Iteration 11 lambda =  -0.4911947 
## Iteration 12 lambda =  -0.491559 
## Iteration 13 lambda =  -0.4917411 
## Iteration 14 lambda =  -0.4918322 
## Iteration 15 lambda =  -0.4918777 
## Iteration 16 lambda =  -0.4919005 
## Iteration 17 lambda =  -0.4919118 
## Iteration 18 lambda =  -0.4919175 
## Iteration 19 lambda =  -0.4919204 
## Iteration 20 lambda =  -0.4919218 
## Iteration 21 lambda =  -0.4919225 
## Iteration 22 lambda =  -0.4919229 
## Iteration 23 lambda =  -0.491923 
## Iteration 24 lambda =  -0.4919231 
## Iteration 1 lambda =  0.3293593 
## Iteration 2 lambda =  -0.005961037 
## Iteration 3 lambda =  -0.1736212 
## Iteration 4 lambda =  -0.2574513 
## Iteration 5 lambda =  -0.2993663 
## Iteration 6 lambda =  -0.3203239 
## Iteration 7 lambda =  -0.3308026 
## Iteration 8 lambda =  -0.336042 
## Iteration 9 lambda =  -0.3386617 
## Iteration 10 lambda =  -0.3399715 
## Iteration 11 lambda =  -0.3406265 
## Iteration 12 lambda =  -0.3409539 
## Iteration 13 lambda =  -0.3411177 
## Iteration 14 lambda =  -0.3411995 
## Iteration 15 lambda =  -0.3412404 
## Iteration 16 lambda =  -0.3412609 
## Iteration 17 lambda =  -0.3412711 
## Iteration 18 lambda =  -0.3412763 
## Iteration 19 lambda =  -0.3412788 
## Iteration 20 lambda =  -0.3412801 
## Iteration 21 lambda =  -0.3412807 
## Iteration 22 lambda =  -0.3412811 
## Iteration 23 lambda =  -0.3412812 
## Iteration 24 lambda =  -0.3412813 
## Iteration 1 lambda =  0.2740034 
## Iteration 2 lambda =  -0.08899491 
## Iteration 3 lambda =  -0.2704941 
## Iteration 4 lambda =  -0.3612436 
## Iteration 5 lambda =  -0.4066184 
## Iteration 6 lambda =  -0.4293058 
## Iteration 7 lambda =  -0.4406495 
## Iteration 8 lambda =  -0.4463214 
## Iteration 9 lambda =  -0.4491573 
## Iteration 10 lambda =  -0.4505753 
## Iteration 11 lambda =  -0.4512842 
## Iteration 12 lambda =  -0.4516387 
## Iteration 13 lambda =  -0.451816 
## Iteration 14 lambda =  -0.4519046 
## Iteration 15 lambda =  -0.4519489 
## Iteration 16 lambda =  -0.4519711 
## Iteration 17 lambda =  -0.4519821 
## Iteration 18 lambda =  -0.4519877 
## Iteration 19 lambda =  -0.4519905 
## Iteration 20 lambda =  -0.4519918 
## Iteration 21 lambda =  -0.4519925 
## Iteration 22 lambda =  -0.4519929 
## Iteration 23 lambda =  -0.451993 
## Iteration 24 lambda =  -0.4519931 
## Iteration 1 lambda =  0.3132273 
## Iteration 2 lambda =  -0.03015912 
## Iteration 3 lambda =  -0.2018523 
## Iteration 4 lambda =  -0.2876989 
## Iteration 5 lambda =  -0.3306222 
## Iteration 6 lambda =  -0.3520839 
## Iteration 7 lambda =  -0.3628147 
## Iteration 8 lambda =  -0.3681801 
## Iteration 9 lambda =  -0.3708628 
## Iteration 10 lambda =  -0.3722041 
## Iteration 11 lambda =  -0.3728748 
## Iteration 12 lambda =  -0.3732102 
## Iteration 13 lambda =  -0.3733778 
## Iteration 14 lambda =  -0.3734617 
## Iteration 15 lambda =  -0.3735036 
## Iteration 16 lambda =  -0.3735245 
## Iteration 17 lambda =  -0.373535 
## Iteration 18 lambda =  -0.3735403 
## Iteration 19 lambda =  -0.3735429 
## Iteration 20 lambda =  -0.3735442 
## Iteration 21 lambda =  -0.3735448 
## Iteration 22 lambda =  -0.3735452 
## Iteration 23 lambda =  -0.3735453 
## Iteration 24 lambda =  -0.3735454 
## Iteration 1 lambda =  0.3403216 
## Iteration 2 lambda =  0.01048233 
## Iteration 3 lambda =  -0.1544373 
## Iteration 4 lambda =  -0.2368971 
## Iteration 5 lambda =  -0.278127 
## Iteration 6 lambda =  -0.2987419 
## Iteration 7 lambda =  -0.3090494 
## Iteration 8 lambda =  -0.3142032 
## Iteration 9 lambda =  -0.31678 
## Iteration 10 lambda =  -0.3180685 
## Iteration 11 lambda =  -0.3187127 
## Iteration 12 lambda =  -0.3190348 
## Iteration 13 lambda =  -0.3191958 
## Iteration 14 lambda =  -0.3192764 
## Iteration 15 lambda =  -0.3193166 
## Iteration 16 lambda =  -0.3193368 
## Iteration 17 lambda =  -0.3193468 
## Iteration 18 lambda =  -0.3193519 
## Iteration 19 lambda =  -0.3193544 
## Iteration 20 lambda =  -0.3193556 
## Iteration 21 lambda =  -0.3193563 
## Iteration 22 lambda =  -0.3193566 
## Iteration 23 lambda =  -0.3193567 
## Iteration 24 lambda =  -0.3193568 
## Iteration 1 lambda =  0.3627834 
## Iteration 2 lambda =  0.04417515 
## Iteration 3 lambda =  -0.115129 
## Iteration 4 lambda =  -0.1947811 
## Iteration 5 lambda =  -0.2346071 
## Iteration 6 lambda =  -0.2545201 
## Iteration 7 lambda =  -0.2644766 
## Iteration 8 lambda =  -0.2694549 
## Iteration 9 lambda =  -0.271944 
## Iteration 10 lambda =  -0.2731886 
## Iteration 11 lambda =  -0.2738108 
## Iteration 12 lambda =  -0.274122 
## Iteration 13 lambda =  -0.2742776 
## Iteration 14 lambda =  -0.2743553 
## Iteration 15 lambda =  -0.2743942 
## Iteration 16 lambda =  -0.2744137 
## Iteration 17 lambda =  -0.2744234 
## Iteration 18 lambda =  -0.2744283 
## Iteration 19 lambda =  -0.2744307 
## Iteration 20 lambda =  -0.2744319 
## Iteration 21 lambda =  -0.2744325 
## Iteration 22 lambda =  -0.2744328 
## Iteration 23 lambda =  -0.274433 
## Iteration 24 lambda =  -0.2744331 
## Iteration 1 lambda =  0.2580391 
## Iteration 2 lambda =  -0.1129413 
## Iteration 3 lambda =  -0.2984315 
## Iteration 4 lambda =  -0.3911766 
## Iteration 5 lambda =  -0.4375492 
## Iteration 6 lambda =  -0.4607355 
## Iteration 7 lambda =  -0.4723286 
## Iteration 8 lambda =  -0.4781252 
## Iteration 9 lambda =  -0.4810234 
## Iteration 10 lambda =  -0.4824726 
## Iteration 11 lambda =  -0.4831972 
## Iteration 12 lambda =  -0.4835594 
## Iteration 13 lambda =  -0.4837406 
## Iteration 14 lambda =  -0.4838312 
## Iteration 15 lambda =  -0.4838764 
## Iteration 16 lambda =  -0.4838991 
## Iteration 17 lambda =  -0.4839104 
## Iteration 18 lambda =  -0.4839161 
## Iteration 19 lambda =  -0.4839189 
## Iteration 20 lambda =  -0.4839203 
## Iteration 21 lambda =  -0.483921 
## Iteration 22 lambda =  -0.4839214 
## Iteration 23 lambda =  -0.4839216 
## Iteration 24 lambda =  -0.4839216 
## Iteration 1 lambda =  0.2694462 
## Iteration 2 lambda =  -0.09583075 
## Iteration 3 lambda =  -0.2784692 
## Iteration 4 lambda =  -0.3697884 
## Iteration 5 lambda =  -0.4154481 
## Iteration 6 lambda =  -0.4382779 
## Iteration 7 lambda =  -0.4496928 
## Iteration 8 lambda =  -0.4554002 
## Iteration 9 lambda =  -0.4582539 
## Iteration 10 lambda =  -0.4596808 
## Iteration 11 lambda =  -0.4603942 
## Iteration 12 lambda =  -0.460751 
## Iteration 13 lambda =  -0.4609293 
## Iteration 14 lambda =  -0.4610185 
## Iteration 15 lambda =  -0.4610631 
## Iteration 16 lambda =  -0.4610854 
## Iteration 17 lambda =  -0.4610965 
## Iteration 18 lambda =  -0.4611021 
## Iteration 19 lambda =  -0.4611049 
## Iteration 20 lambda =  -0.4611063 
## Iteration 21 lambda =  -0.461107 
## Iteration 22 lambda =  -0.4611073 
## Iteration 23 lambda =  -0.4611075 
## Iteration 24 lambda =  -0.4611076 
## Iteration 1 lambda =  0.3133467 
## Iteration 2 lambda =  -0.02997989 
## Iteration 3 lambda =  -0.2016432 
## Iteration 4 lambda =  -0.2874749 
## Iteration 5 lambda =  -0.3303907 
## Iteration 6 lambda =  -0.3518486 
## Iteration 7 lambda =  -0.3625776 
## Iteration 8 lambda =  -0.367942 
## Iteration 9 lambda =  -0.3706243 
## Iteration 10 lambda =  -0.3719654 
## Iteration 11 lambda =  -0.372636 
## Iteration 12 lambda =  -0.3729712 
## Iteration 13 lambda =  -0.3731389 
## Iteration 14 lambda =  -0.3732227 
## Iteration 15 lambda =  -0.3732646 
## Iteration 16 lambda =  -0.3732856 
## Iteration 17 lambda =  -0.373296 
## Iteration 18 lambda =  -0.3733013 
## Iteration 19 lambda =  -0.3733039 
## Iteration 20 lambda =  -0.3733052 
## Iteration 21 lambda =  -0.3733059 
## Iteration 22 lambda =  -0.3733062 
## Iteration 23 lambda =  -0.3733064 
## Iteration 24 lambda =  -0.3733064 
## Iteration 1 lambda =  0.3190763 
## Iteration 2 lambda =  -0.02138551 
## Iteration 3 lambda =  -0.1916164 
## Iteration 4 lambda =  -0.2767319 
## Iteration 5 lambda =  -0.3192896 
## Iteration 6 lambda =  -0.3405685 
## Iteration 7 lambda =  -0.3512079 
## Iteration 8 lambda =  -0.3565276 
## Iteration 9 lambda =  -0.3591875 
## Iteration 10 lambda =  -0.3605174 
## Iteration 11 lambda =  -0.3611824 
## Iteration 12 lambda =  -0.3615149 
## Iteration 13 lambda =  -0.3616811 
## Iteration 14 lambda =  -0.3617642 
## Iteration 15 lambda =  -0.3618058 
## Iteration 16 lambda =  -0.3618266 
## Iteration 17 lambda =  -0.361837 
## Iteration 18 lambda =  -0.3618422 
## Iteration 19 lambda =  -0.3618448 
## Iteration 20 lambda =  -0.361846 
## Iteration 21 lambda =  -0.3618467 
## Iteration 22 lambda =  -0.361847 
## Iteration 23 lambda =  -0.3618472 
## Iteration 24 lambda =  -0.3618473 
## Iteration 1 lambda =  0.3860288 
## Iteration 2 lambda =  0.07904327 
## Iteration 3 lambda =  -0.07444952 
## Iteration 4 lambda =  -0.1511959 
## Iteration 5 lambda =  -0.1895691 
## Iteration 6 lambda =  -0.2087557 
## Iteration 7 lambda =  -0.218349 
## Iteration 8 lambda =  -0.2231457 
## Iteration 9 lambda =  -0.225544 
## Iteration 10 lambda =  -0.2267431 
## Iteration 11 lambda =  -0.2273427 
## Iteration 12 lambda =  -0.2276425 
## Iteration 13 lambda =  -0.2277924 
## Iteration 14 lambda =  -0.2278674 
## Iteration 15 lambda =  -0.2279048 
## Iteration 16 lambda =  -0.2279236 
## Iteration 17 lambda =  -0.2279329 
## Iteration 18 lambda =  -0.2279376 
## Iteration 19 lambda =  -0.22794 
## Iteration 20 lambda =  -0.2279411 
## Iteration 21 lambda =  -0.2279417 
## Iteration 22 lambda =  -0.227942 
## Iteration 23 lambda =  -0.2279422 
## Iteration 24 lambda =  -0.2279422 
## Iteration 1 lambda =  0.2727912 
## Iteration 2 lambda =  -0.09081315 
## Iteration 3 lambda =  -0.2726153 
## Iteration 4 lambda =  -0.3635164 
## Iteration 5 lambda =  -0.408967 
## Iteration 6 lambda =  -0.4316923 
## Iteration 7 lambda =  -0.4430549 
## Iteration 8 lambda =  -0.4487362 
## Iteration 9 lambda =  -0.4515769 
## Iteration 10 lambda =  -0.4529972 
## Iteration 11 lambda =  -0.4537074 
## Iteration 12 lambda =  -0.4540625 
## Iteration 13 lambda =  -0.45424 
## Iteration 14 lambda =  -0.4543288 
## Iteration 15 lambda =  -0.4543732 
## Iteration 16 lambda =  -0.4543953 
## Iteration 17 lambda =  -0.4544064 
## Iteration 18 lambda =  -0.454412 
## Iteration 19 lambda =  -0.4544148 
## Iteration 20 lambda =  -0.4544162 
## Iteration 21 lambda =  -0.4544168 
## Iteration 22 lambda =  -0.4544172 
## Iteration 23 lambda =  -0.4544174 
## Iteration 24 lambda =  -0.4544175 
## Iteration 1 lambda =  0.3531249 
## Iteration 2 lambda =  0.02968729 
## Iteration 3 lambda =  -0.1320315 
## Iteration 4 lambda =  -0.2128909 
## Iteration 5 lambda =  -0.2533206 
## Iteration 6 lambda =  -0.2735354 
## Iteration 7 lambda =  -0.2836429 
## Iteration 8 lambda =  -0.2886966 
## Iteration 9 lambda =  -0.2912234 
## Iteration 10 lambda =  -0.2924869 
## Iteration 11 lambda =  -0.2931186 
## Iteration 12 lambda =  -0.2934344 
## Iteration 13 lambda =  -0.2935924 
## Iteration 14 lambda =  -0.2936713 
## Iteration 15 lambda =  -0.2937108 
## Iteration 16 lambda =  -0.2937305 
## Iteration 17 lambda =  -0.2937404 
## Iteration 18 lambda =  -0.2937453 
## Iteration 19 lambda =  -0.2937478 
## Iteration 20 lambda =  -0.293749 
## Iteration 21 lambda =  -0.2937497 
## Iteration 22 lambda =  -0.29375 
## Iteration 23 lambda =  -0.2937501 
## Iteration 24 lambda =  -0.2937502 
## Iteration 1 lambda =  0.2426514 
## Iteration 2 lambda =  -0.1360229 
## Iteration 3 lambda =  -0.3253601 
## Iteration 4 lambda =  -0.4200286 
## Iteration 5 lambda =  -0.4673629 
## Iteration 6 lambda =  -0.4910301 
## Iteration 7 lambda =  -0.5028636 
## Iteration 8 lambda =  -0.5087804 
## Iteration 9 lambda =  -0.5117388 
## Iteration 10 lambda =  -0.513218 
## Iteration 11 lambda =  -0.5139576 
## Iteration 12 lambda =  -0.5143274 
## Iteration 13 lambda =  -0.5145123 
## Iteration 14 lambda =  -0.5146048 
## Iteration 15 lambda =  -0.514651 
## Iteration 16 lambda =  -0.5146741 
## Iteration 17 lambda =  -0.5146857 
## Iteration 18 lambda =  -0.5146914 
## Iteration 19 lambda =  -0.5146943 
## Iteration 20 lambda =  -0.5146958 
## Iteration 21 lambda =  -0.5146965 
## Iteration 22 lambda =  -0.5146969 
## Iteration 23 lambda =  -0.514697 
## Iteration 24 lambda =  -0.5146971 
## Iteration 1 lambda =  0.3812174 
## Iteration 2 lambda =  0.07182603 
## Iteration 3 lambda =  -0.08286963 
## Iteration 4 lambda =  -0.1602175 
## Iteration 5 lambda =  -0.1988914 
## Iteration 6 lambda =  -0.2182283 
## Iteration 7 lambda =  -0.2278968 
## Iteration 8 lambda =  -0.2327311 
## Iteration 9 lambda =  -0.2351482 
## Iteration 10 lambda =  -0.2363567 
## Iteration 11 lambda =  -0.236961 
## Iteration 12 lambda =  -0.2372632 
## Iteration 13 lambda =  -0.2374142 
## Iteration 14 lambda =  -0.2374898 
## Iteration 15 lambda =  -0.2375275 
## Iteration 16 lambda =  -0.2375464 
## Iteration 17 lambda =  -0.2375559 
## Iteration 18 lambda =  -0.2375606 
## Iteration 19 lambda =  -0.2375629 
## Iteration 20 lambda =  -0.2375641 
## Iteration 21 lambda =  -0.2375647 
## Iteration 22 lambda =  -0.237565 
## Iteration 23 lambda =  -0.2375651 
## Iteration 24 lambda =  -0.2375652 
## Iteration 1 lambda =  0.3999127 
## Iteration 2 lambda =  0.09986902 
## Iteration 3 lambda =  -0.05015281 
## Iteration 4 lambda =  -0.1251637 
## Iteration 5 lambda =  -0.1626692 
## Iteration 6 lambda =  -0.1814219 
## Iteration 7 lambda =  -0.1907983 
## Iteration 8 lambda =  -0.1954865 
## Iteration 9 lambda =  -0.1978305 
## Iteration 10 lambda =  -0.1990026 
## Iteration 11 lambda =  -0.1995886 
## Iteration 12 lambda =  -0.1998816 
## Iteration 13 lambda =  -0.2000281 
## Iteration 14 lambda =  -0.2001014 
## Iteration 15 lambda =  -0.200138 
## Iteration 16 lambda =  -0.2001563 
## Iteration 17 lambda =  -0.2001655 
## Iteration 18 lambda =  -0.2001701 
## Iteration 19 lambda =  -0.2001723 
## Iteration 20 lambda =  -0.2001735 
## Iteration 21 lambda =  -0.2001741 
## Iteration 22 lambda =  -0.2001744 
## Iteration 23 lambda =  -0.2001745 
## Iteration 24 lambda =  -0.2001746 
## Iteration 1 lambda =  0.3177152 
## Iteration 2 lambda =  -0.02342717 
## Iteration 3 lambda =  -0.1939984 
## Iteration 4 lambda =  -0.279284 
## Iteration 5 lambda =  -0.3219268 
## Iteration 6 lambda =  -0.3432482 
## Iteration 7 lambda =  -0.3539089 
## Iteration 8 lambda =  -0.3592392 
## Iteration 9 lambda =  -0.3619044 
## Iteration 10 lambda =  -0.363237 
## Iteration 11 lambda =  -0.3639033 
## Iteration 12 lambda =  -0.3642364 
## Iteration 13 lambda =  -0.364403 
## Iteration 14 lambda =  -0.3644863 
## Iteration 15 lambda =  -0.3645279 
## Iteration 16 lambda =  -0.3645487 
## Iteration 17 lambda =  -0.3645592 
## Iteration 18 lambda =  -0.3645644 
## Iteration 19 lambda =  -0.364567 
## Iteration 20 lambda =  -0.3645683 
## Iteration 21 lambda =  -0.3645689 
## Iteration 22 lambda =  -0.3645692 
## Iteration 23 lambda =  -0.3645694 
## Iteration 24 lambda =  -0.3645695 
## Iteration 1 lambda =  0.3788687 
## Iteration 2 lambda =  0.06830299 
## Iteration 3 lambda =  -0.08697985 
## Iteration 4 lambda =  -0.1646213 
## Iteration 5 lambda =  -0.203442 
## Iteration 6 lambda =  -0.2228523 
## Iteration 7 lambda =  -0.2325575 
## Iteration 8 lambda =  -0.2374101 
## Iteration 9 lambda =  -0.2398364 
## Iteration 10 lambda =  -0.2410495 
## Iteration 11 lambda =  -0.2416561 
## Iteration 12 lambda =  -0.2419594 
## Iteration 13 lambda =  -0.242111 
## Iteration 14 lambda =  -0.2421869 
## Iteration 15 lambda =  -0.2422248 
## Iteration 16 lambda =  -0.2422437 
## Iteration 17 lambda =  -0.2422532 
## Iteration 18 lambda =  -0.2422579 
## Iteration 19 lambda =  -0.2422603 
## Iteration 20 lambda =  -0.2422615 
## Iteration 21 lambda =  -0.2422621 
## Iteration 22 lambda =  -0.2422624 
## Iteration 23 lambda =  -0.2422625 
## Iteration 24 lambda =  -0.2422626 
## Iteration 1 lambda =  0.3208436 
## Iteration 2 lambda =  -0.0187346 
## Iteration 3 lambda =  -0.1885237 
## Iteration 4 lambda =  -0.2734183 
## Iteration 5 lambda =  -0.3158655 
## Iteration 6 lambda =  -0.3370892 
## Iteration 7 lambda =  -0.347701 
## Iteration 8 lambda =  -0.3530069 
## Iteration 9 lambda =  -0.3556598 
## Iteration 10 lambda =  -0.3569863 
## Iteration 11 lambda =  -0.3576496 
## Iteration 12 lambda =  -0.3579812 
## Iteration 13 lambda =  -0.358147 
## Iteration 14 lambda =  -0.3582299 
## Iteration 15 lambda =  -0.3582713 
## Iteration 16 lambda =  -0.3582921 
## Iteration 17 lambda =  -0.3583024 
## Iteration 18 lambda =  -0.3583076 
## Iteration 19 lambda =  -0.3583102 
## Iteration 20 lambda =  -0.3583115 
## Iteration 21 lambda =  -0.3583122 
## Iteration 22 lambda =  -0.3583125 
## Iteration 23 lambda =  -0.3583126 
## Iteration 24 lambda =  -0.3583127 
## Iteration 1 lambda =  0.3056591 
## Iteration 2 lambda =  -0.0415114 
## Iteration 3 lambda =  -0.2150966 
## Iteration 4 lambda =  -0.3018893 
## Iteration 5 lambda =  -0.3452856 
## Iteration 6 lambda =  -0.3669837 
## Iteration 7 lambda =  -0.3778328 
## Iteration 8 lambda =  -0.3832573 
## Iteration 9 lambda =  -0.3859696 
## Iteration 10 lambda =  -0.3873257 
## Iteration 11 lambda =  -0.3880038 
## Iteration 12 lambda =  -0.3883428 
## Iteration 13 lambda =  -0.3885124 
## Iteration 14 lambda =  -0.3885971 
## Iteration 15 lambda =  -0.3886395 
## Iteration 16 lambda =  -0.3886607 
## Iteration 17 lambda =  -0.3886713 
## Iteration 18 lambda =  -0.3886766 
## Iteration 19 lambda =  -0.3886792 
## Iteration 20 lambda =  -0.3886805 
## Iteration 21 lambda =  -0.3886812 
## Iteration 22 lambda =  -0.3886815 
## Iteration 23 lambda =  -0.3886817 
## Iteration 24 lambda =  -0.3886818 
## Iteration 1 lambda =  0.3156217 
## Iteration 2 lambda =  -0.02656744 
## Iteration 3 lambda =  -0.197662 
## Iteration 4 lambda =  -0.2832093 
## Iteration 5 lambda =  -0.3259829 
## Iteration 6 lambda =  -0.3473698 
## Iteration 7 lambda =  -0.3580632 
## Iteration 8 lambda =  -0.3634099 
## Iteration 9 lambda =  -0.3660832 
## Iteration 10 lambda =  -0.3674199 
## Iteration 11 lambda =  -0.3680882 
## Iteration 12 lambda =  -0.3684224 
## Iteration 13 lambda =  -0.3685895 
## Iteration 14 lambda =  -0.368673 
## Iteration 15 lambda =  -0.3687148 
## Iteration 16 lambda =  -0.3687357 
## Iteration 17 lambda =  -0.3687461 
## Iteration 18 lambda =  -0.3687514 
## Iteration 19 lambda =  -0.368754 
## Iteration 20 lambda =  -0.3687553 
## Iteration 21 lambda =  -0.3687559 
## Iteration 22 lambda =  -0.3687563 
## Iteration 23 lambda =  -0.3687564 
## Iteration 24 lambda =  -0.3687565 
## Iteration 1 lambda =  0.3139141 
## Iteration 2 lambda =  -0.0291288 
## Iteration 3 lambda =  -0.2006503 
## Iteration 4 lambda =  -0.286411 
## Iteration 5 lambda =  -0.3292914 
## Iteration 6 lambda =  -0.3507315 
## Iteration 7 lambda =  -0.3614516 
## Iteration 8 lambda =  -0.3668117 
## Iteration 9 lambda =  -0.3694917 
## Iteration 10 lambda =  -0.3708317 
## Iteration 11 lambda =  -0.3715017 
## Iteration 12 lambda =  -0.3718367 
## Iteration 13 lambda =  -0.3720042 
## Iteration 14 lambda =  -0.372088 
## Iteration 15 lambda =  -0.3721299 
## Iteration 16 lambda =  -0.3721508 
## Iteration 17 lambda =  -0.3721613 
## Iteration 18 lambda =  -0.3721665 
## Iteration 19 lambda =  -0.3721691 
## Iteration 20 lambda =  -0.3721704 
## Iteration 21 lambda =  -0.3721711 
## Iteration 22 lambda =  -0.3721714 
## Iteration 23 lambda =  -0.3721716 
## Iteration 24 lambda =  -0.3721717 
## Iteration 1 lambda =  0.3230999 
## Iteration 2 lambda =  -0.01535012 
## Iteration 3 lambda =  -0.1845751 
## Iteration 4 lambda =  -0.2691876 
## Iteration 5 lambda =  -0.3114939 
## Iteration 6 lambda =  -0.332647 
## Iteration 7 lambda =  -0.3432236 
## Iteration 8 lambda =  -0.3485119 
## Iteration 9 lambda =  -0.351156 
## Iteration 10 lambda =  -0.3524781 
## Iteration 11 lambda =  -0.3531391 
## Iteration 12 lambda =  -0.3534696 
## Iteration 13 lambda =  -0.3536349 
## Iteration 14 lambda =  -0.3537175 
## Iteration 15 lambda =  -0.3537588 
## Iteration 16 lambda =  -0.3537795 
## Iteration 17 lambda =  -0.3537898 
## Iteration 18 lambda =  -0.353795 
## Iteration 19 lambda =  -0.3537976 
## Iteration 20 lambda =  -0.3537989 
## Iteration 21 lambda =  -0.3537995 
## Iteration 22 lambda =  -0.3537998 
## Iteration 23 lambda =  -0.3538 
## Iteration 24 lambda =  -0.3538001 
## Iteration 1 lambda =  0.2969326 
## Iteration 2 lambda =  -0.05460115 
## Iteration 3 lambda =  -0.230368 
## Iteration 4 lambda =  -0.3182514 
## Iteration 5 lambda =  -0.3621932 
## Iteration 6 lambda =  -0.384164 
## Iteration 7 lambda =  -0.3951494 
## Iteration 8 lambda =  -0.4006422 
## Iteration 9 lambda =  -0.4033885 
## Iteration 10 lambda =  -0.4047617 
## Iteration 11 lambda =  -0.4054483 
## Iteration 12 lambda =  -0.4057916 
## Iteration 13 lambda =  -0.4059632 
## Iteration 14 lambda =  -0.406049 
## Iteration 15 lambda =  -0.406092 
## Iteration 16 lambda =  -0.4061134 
## Iteration 17 lambda =  -0.4061241 
## Iteration 18 lambda =  -0.4061295 
## Iteration 19 lambda =  -0.4061322 
## Iteration 20 lambda =  -0.4061335 
## Iteration 21 lambda =  -0.4061342 
## Iteration 22 lambda =  -0.4061345 
## Iteration 23 lambda =  -0.4061347 
## Iteration 24 lambda =  -0.4061348 
## Iteration 1 lambda =  0.3205284 
## Iteration 2 lambda =  -0.01920745 
## Iteration 3 lambda =  -0.1890754 
## Iteration 4 lambda =  -0.2740093 
## Iteration 5 lambda =  -0.3164763 
## Iteration 6 lambda =  -0.3377098 
## Iteration 7 lambda =  -0.3483265 
## Iteration 8 lambda =  -0.3536349 
## Iteration 9 lambda =  -0.3562891 
## Iteration 10 lambda =  -0.3576162 
## Iteration 11 lambda =  -0.3582797 
## Iteration 12 lambda =  -0.3586115 
## Iteration 13 lambda =  -0.3587774 
## Iteration 14 lambda =  -0.3588603 
## Iteration 15 lambda =  -0.3589018 
## Iteration 16 lambda =  -0.3589225 
## Iteration 17 lambda =  -0.3589329 
## Iteration 18 lambda =  -0.3589381 
## Iteration 19 lambda =  -0.3589407 
## Iteration 20 lambda =  -0.358942 
## Iteration 21 lambda =  -0.3589426 
## Iteration 22 lambda =  -0.3589429 
## Iteration 23 lambda =  -0.3589431 
## Iteration 24 lambda =  -0.3589432 
## Iteration 1 lambda =  0.3716487 
## Iteration 2 lambda =  0.05747305 
## Iteration 3 lambda =  -0.09961478 
## Iteration 4 lambda =  -0.1781587 
## Iteration 5 lambda =  -0.2174306 
## Iteration 6 lambda =  -0.2370666 
## Iteration 7 lambda =  -0.2468846 
## Iteration 8 lambda =  -0.2517936 
## Iteration 9 lambda =  -0.2542481 
## Iteration 10 lambda =  -0.2554754 
## Iteration 11 lambda =  -0.256089 
## Iteration 12 lambda =  -0.2563958 
## Iteration 13 lambda =  -0.2565492 
## Iteration 14 lambda =  -0.2566259 
## Iteration 15 lambda =  -0.2566643 
## Iteration 16 lambda =  -0.2566834 
## Iteration 17 lambda =  -0.256693 
## Iteration 18 lambda =  -0.2566978 
## Iteration 19 lambda =  -0.2567002 
## Iteration 20 lambda =  -0.2567014 
## Iteration 21 lambda =  -0.256702 
## Iteration 22 lambda =  -0.2567023 
## Iteration 23 lambda =  -0.2567025 
## Iteration 24 lambda =  -0.2567025 
## Iteration 1 lambda =  0.3486776 
## Iteration 2 lambda =  0.0230164 
## Iteration 3 lambda =  -0.1398142 
## Iteration 4 lambda =  -0.2212295 
## Iteration 5 lambda =  -0.2619372 
## Iteration 6 lambda =  -0.282291 
## Iteration 7 lambda =  -0.2924679 
## Iteration 8 lambda =  -0.2975563 
## Iteration 9 lambda =  -0.3001006 
## Iteration 10 lambda =  -0.3013727 
## Iteration 11 lambda =  -0.3020087 
## Iteration 12 lambda =  -0.3023268 
## Iteration 13 lambda =  -0.3024858 
## Iteration 14 lambda =  -0.3025653 
## Iteration 15 lambda =  -0.302605 
## Iteration 16 lambda =  -0.3026249 
## Iteration 17 lambda =  -0.3026349 
## Iteration 18 lambda =  -0.3026398 
## Iteration 19 lambda =  -0.3026423 
## Iteration 20 lambda =  -0.3026436 
## Iteration 21 lambda =  -0.3026442 
## Iteration 22 lambda =  -0.3026445 
## Iteration 23 lambda =  -0.3026446 
## Iteration 24 lambda =  -0.3026447 
## Iteration 1 lambda =  0.3416709 
## Iteration 2 lambda =  0.01250628 
## Iteration 3 lambda =  -0.152076 
## Iteration 4 lambda =  -0.2343671 
## Iteration 5 lambda =  -0.2755127 
## Iteration 6 lambda =  -0.2960855 
## Iteration 7 lambda =  -0.3063719 
## Iteration 8 lambda =  -0.3115151 
## Iteration 9 lambda =  -0.3140867 
## Iteration 10 lambda =  -0.3153725 
## Iteration 11 lambda =  -0.3160154 
## Iteration 12 lambda =  -0.3163368 
## Iteration 13 lambda =  -0.3164976 
## Iteration 14 lambda =  -0.3165779 
## Iteration 15 lambda =  -0.3166181 
## Iteration 16 lambda =  -0.3166382 
## Iteration 17 lambda =  -0.3166482 
## Iteration 18 lambda =  -0.3166533 
## Iteration 19 lambda =  -0.3166558 
## Iteration 20 lambda =  -0.316657 
## Iteration 21 lambda =  -0.3166577 
## Iteration 22 lambda =  -0.316658 
## Iteration 23 lambda =  -0.3166581 
## Iteration 24 lambda =  -0.3166582 
## Iteration 1 lambda =  0.3709855 
## Iteration 2 lambda =  0.05647821 
## Iteration 3 lambda =  -0.1007754 
## Iteration 4 lambda =  -0.1794022 
## Iteration 5 lambda =  -0.2187156 
## Iteration 6 lambda =  -0.2383724 
## Iteration 7 lambda =  -0.2482007 
## Iteration 8 lambda =  -0.2531149 
## Iteration 9 lambda =  -0.255572 
## Iteration 10 lambda =  -0.2568005 
## Iteration 11 lambda =  -0.2574148 
## Iteration 12 lambda =  -0.2577219 
## Iteration 13 lambda =  -0.2578755 
## Iteration 14 lambda =  -0.2579523 
## Iteration 15 lambda =  -0.2579907 
## Iteration 16 lambda =  -0.2580099 
## Iteration 17 lambda =  -0.2580195 
## Iteration 18 lambda =  -0.2580243 
## Iteration 19 lambda =  -0.2580267 
## Iteration 20 lambda =  -0.2580279 
## Iteration 21 lambda =  -0.2580285 
## Iteration 22 lambda =  -0.2580288 
## Iteration 23 lambda =  -0.2580289 
## Iteration 24 lambda =  -0.258029 
## Iteration 1 lambda =  0.2799942 
## Iteration 2 lambda =  -0.08000874 
## Iteration 3 lambda =  -0.2600102 
## Iteration 4 lambda =  -0.3500109 
## Iteration 5 lambda =  -0.3950113 
## Iteration 6 lambda =  -0.4175115 
## Iteration 7 lambda =  -0.4287616 
## Iteration 8 lambda =  -0.4343866 
## Iteration 9 lambda =  -0.4371991 
## Iteration 10 lambda =  -0.4386054 
## Iteration 11 lambda =  -0.4393085 
## Iteration 12 lambda =  -0.4396601 
## Iteration 13 lambda =  -0.4398359 
## Iteration 14 lambda =  -0.4399238 
## Iteration 15 lambda =  -0.4399677 
## Iteration 16 lambda =  -0.4399897 
## Iteration 17 lambda =  -0.4400007 
## Iteration 18 lambda =  -0.4400062 
## Iteration 19 lambda =  -0.4400089 
## Iteration 20 lambda =  -0.4400103 
## Iteration 21 lambda =  -0.440011 
## Iteration 22 lambda =  -0.4400113 
## Iteration 23 lambda =  -0.4400115 
## Iteration 24 lambda =  -0.4400116 
## Iteration 1 lambda =  0.3280081 
## Iteration 2 lambda =  -0.007987776 
## Iteration 3 lambda =  -0.1759857 
## Iteration 4 lambda =  -0.2599847 
## Iteration 5 lambda =  -0.3019842 
## Iteration 6 lambda =  -0.322984 
## Iteration 7 lambda =  -0.3334838 
## Iteration 8 lambda =  -0.3387338 
## Iteration 9 lambda =  -0.3413587 
## Iteration 10 lambda =  -0.3426712 
## Iteration 11 lambda =  -0.3433275 
## Iteration 12 lambda =  -0.3436556 
## Iteration 13 lambda =  -0.3438196 
## Iteration 14 lambda =  -0.3439017 
## Iteration 15 lambda =  -0.3439427 
## Iteration 16 lambda =  -0.3439632 
## Iteration 17 lambda =  -0.3439734 
## Iteration 18 lambda =  -0.3439786 
## Iteration 19 lambda =  -0.3439811 
## Iteration 20 lambda =  -0.3439824 
## Iteration 21 lambda =  -0.3439831 
## Iteration 22 lambda =  -0.3439834 
## Iteration 23 lambda =  -0.3439835 
## Iteration 24 lambda =  -0.3439836 
## Iteration 1 lambda =  0.3156326 
## Iteration 2 lambda =  -0.02655103 
## Iteration 3 lambda =  -0.1976429 
## Iteration 4 lambda =  -0.2831888 
## Iteration 5 lambda =  -0.3259617 
## Iteration 6 lambda =  -0.3473482 
## Iteration 7 lambda =  -0.3580415 
## Iteration 8 lambda =  -0.3633881 
## Iteration 9 lambda =  -0.3660614 
## Iteration 10 lambda =  -0.367398 
## Iteration 11 lambda =  -0.3680664 
## Iteration 12 lambda =  -0.3684005 
## Iteration 13 lambda =  -0.3685676 
## Iteration 14 lambda =  -0.3686512 
## Iteration 15 lambda =  -0.3686929 
## Iteration 16 lambda =  -0.3687138 
## Iteration 17 lambda =  -0.3687243 
## Iteration 18 lambda =  -0.3687295 
## Iteration 19 lambda =  -0.3687321 
## Iteration 20 lambda =  -0.3687334 
## Iteration 21 lambda =  -0.368734 
## Iteration 22 lambda =  -0.3687344 
## Iteration 23 lambda =  -0.3687345 
## Iteration 24 lambda =  -0.3687346 
## Iteration 1 lambda =  0.3104123 
## Iteration 2 lambda =  -0.0343816 
## Iteration 3 lambda =  -0.2067785 
## Iteration 4 lambda =  -0.292977 
## Iteration 5 lambda =  -0.3360762 
## Iteration 6 lambda =  -0.3576258 
## Iteration 7 lambda =  -0.3684007 
## Iteration 8 lambda =  -0.3737881 
## Iteration 9 lambda =  -0.3764818 
## Iteration 10 lambda =  -0.3778286 
## Iteration 11 lambda =  -0.378502 
## Iteration 12 lambda =  -0.3788388 
## Iteration 13 lambda =  -0.3790071 
## Iteration 14 lambda =  -0.3790913 
## Iteration 15 lambda =  -0.3791334 
## Iteration 16 lambda =  -0.3791544 
## Iteration 17 lambda =  -0.3791649 
## Iteration 18 lambda =  -0.3791702 
## Iteration 19 lambda =  -0.3791728 
## Iteration 20 lambda =  -0.3791741 
## Iteration 21 lambda =  -0.3791748 
## Iteration 22 lambda =  -0.3791751 
## Iteration 23 lambda =  -0.3791753 
## Iteration 24 lambda =  -0.3791754 
## Iteration 1 lambda =  0.3334083 
## Iteration 2 lambda =  0.0001124708 
## Iteration 3 lambda =  -0.1665355 
## Iteration 4 lambda =  -0.2498594 
## Iteration 5 lambda =  -0.2915214 
## Iteration 6 lambda =  -0.3123524 
## Iteration 7 lambda =  -0.3227679 
## Iteration 8 lambda =  -0.3279756 
## Iteration 9 lambda =  -0.3305795 
## Iteration 10 lambda =  -0.3318814 
## Iteration 11 lambda =  -0.3325324 
## Iteration 12 lambda =  -0.3328579 
## Iteration 13 lambda =  -0.3330206 
## Iteration 14 lambda =  -0.333102 
## Iteration 15 lambda =  -0.3331427 
## Iteration 16 lambda =  -0.333163 
## Iteration 17 lambda =  -0.3331732 
## Iteration 18 lambda =  -0.3331783 
## Iteration 19 lambda =  -0.3331808 
## Iteration 20 lambda =  -0.3331821 
## Iteration 21 lambda =  -0.3331827 
## Iteration 22 lambda =  -0.3331831 
## Iteration 23 lambda =  -0.3331832 
## Iteration 24 lambda =  -0.3331833 
## Iteration 1 lambda =  0.2795273 
## Iteration 2 lambda =  -0.08070903 
## Iteration 3 lambda =  -0.2608272 
## Iteration 4 lambda =  -0.3508863 
## Iteration 5 lambda =  -0.3959158 
## Iteration 6 lambda =  -0.4184306 
## Iteration 7 lambda =  -0.429688 
## Iteration 8 lambda =  -0.4353167 
## Iteration 9 lambda =  -0.438131 
## Iteration 10 lambda =  -0.4395382 
## Iteration 11 lambda =  -0.4402418 
## Iteration 12 lambda =  -0.4405936 
## Iteration 13 lambda =  -0.4407695 
## Iteration 14 lambda =  -0.4408574 
## Iteration 15 lambda =  -0.4409014 
## Iteration 16 lambda =  -0.4409234 
## Iteration 17 lambda =  -0.4409344 
## Iteration 18 lambda =  -0.4409399 
## Iteration 19 lambda =  -0.4409426 
## Iteration 20 lambda =  -0.440944 
## Iteration 21 lambda =  -0.4409447 
## Iteration 22 lambda =  -0.440945 
## Iteration 23 lambda =  -0.4409452 
## Iteration 24 lambda =  -0.4409453 
## Iteration 1 lambda =  0.3584887 
## Iteration 2 lambda =  0.037733 
## Iteration 3 lambda =  -0.1226448 
## Iteration 4 lambda =  -0.2028338 
## Iteration 5 lambda =  -0.2429282 
## Iteration 6 lambda =  -0.2629754 
## Iteration 7 lambda =  -0.2729991 
## Iteration 8 lambda =  -0.2780109 
## Iteration 9 lambda =  -0.2805168 
## Iteration 10 lambda =  -0.2817697 
## Iteration 11 lambda =  -0.2823962 
## Iteration 12 lambda =  -0.2827094 
## Iteration 13 lambda =  -0.282866 
## Iteration 14 lambda =  -0.2829444 
## Iteration 15 lambda =  -0.2829835 
## Iteration 16 lambda =  -0.2830031 
## Iteration 17 lambda =  -0.2830129 
## Iteration 18 lambda =  -0.2830178 
## Iteration 19 lambda =  -0.2830202 
## Iteration 20 lambda =  -0.2830214 
## Iteration 21 lambda =  -0.2830221 
## Iteration 22 lambda =  -0.2830224 
## Iteration 23 lambda =  -0.2830225 
## Iteration 24 lambda =  -0.2830226 
## Iteration 1 lambda =  0.3066834 
## Iteration 2 lambda =  -0.03997488 
## Iteration 3 lambda =  -0.213304 
## Iteration 4 lambda =  -0.2999686 
## Iteration 5 lambda =  -0.3433009 
## Iteration 6 lambda =  -0.364967 
## Iteration 7 lambda =  -0.3758001 
## Iteration 8 lambda =  -0.3812166 
## Iteration 9 lambda =  -0.3839249 
## Iteration 10 lambda =  -0.385279 
## Iteration 11 lambda =  -0.3859561 
## Iteration 12 lambda =  -0.3862946 
## Iteration 13 lambda =  -0.3864639 
## Iteration 14 lambda =  -0.3865485 
## Iteration 15 lambda =  -0.3865909 
## Iteration 16 lambda =  -0.386612 
## Iteration 17 lambda =  -0.3866226 
## Iteration 18 lambda =  -0.3866279 
## Iteration 19 lambda =  -0.3866305 
## Iteration 20 lambda =  -0.3866318 
## Iteration 21 lambda =  -0.3866325 
## Iteration 22 lambda =  -0.3866328 
## Iteration 23 lambda =  -0.386633 
## Iteration 24 lambda =  -0.3866331 
## Iteration 1 lambda =  0.3485926 
## Iteration 2 lambda =  0.02288892 
## Iteration 3 lambda =  -0.1399629 
## Iteration 4 lambda =  -0.2213888 
## Iteration 5 lambda =  -0.2621018 
## Iteration 6 lambda =  -0.2824583 
## Iteration 7 lambda =  -0.2926365 
## Iteration 8 lambda =  -0.2977256 
## Iteration 9 lambda =  -0.3002702 
## Iteration 10 lambda =  -0.3015425 
## Iteration 11 lambda =  -0.3021786 
## Iteration 12 lambda =  -0.3024967 
## Iteration 13 lambda =  -0.3026557 
## Iteration 14 lambda =  -0.3027353 
## Iteration 15 lambda =  -0.302775 
## Iteration 16 lambda =  -0.3027949 
## Iteration 17 lambda =  -0.3028048 
## Iteration 18 lambda =  -0.3028098 
## Iteration 19 lambda =  -0.3028123 
## Iteration 20 lambda =  -0.3028135 
## Iteration 21 lambda =  -0.3028141 
## Iteration 22 lambda =  -0.3028145 
## Iteration 23 lambda =  -0.3028146 
## Iteration 24 lambda =  -0.3028147 
## Iteration 1 lambda =  0.3296703 
## Iteration 2 lambda =  -0.005494527 
## Iteration 3 lambda =  -0.1730769 
## Iteration 4 lambda =  -0.2568682 
## Iteration 5 lambda =  -0.2987638 
## Iteration 6 lambda =  -0.3197116 
## Iteration 7 lambda =  -0.3301855 
## Iteration 8 lambda =  -0.3354224 
## Iteration 9 lambda =  -0.3380409 
## Iteration 10 lambda =  -0.3393501 
## Iteration 11 lambda =  -0.3400048 
## Iteration 12 lambda =  -0.3403321 
## Iteration 13 lambda =  -0.3404957 
## Iteration 14 lambda =  -0.3405775 
## Iteration 15 lambda =  -0.3406185 
## Iteration 16 lambda =  -0.3406389 
## Iteration 17 lambda =  -0.3406491 
## Iteration 18 lambda =  -0.3406543 
## Iteration 19 lambda =  -0.3406568 
## Iteration 20 lambda =  -0.3406581 
## Iteration 21 lambda =  -0.3406587 
## Iteration 22 lambda =  -0.3406591 
## Iteration 23 lambda =  -0.3406592 
## Iteration 24 lambda =  -0.3406593 
## Iteration 1 lambda =  0.2965761 
## Iteration 2 lambda =  -0.05513582 
## Iteration 3 lambda =  -0.2309918 
## Iteration 4 lambda =  -0.3189198 
## Iteration 5 lambda =  -0.3628838 
## Iteration 6 lambda =  -0.3848658 
## Iteration 7 lambda =  -0.3958568 
## Iteration 8 lambda =  -0.4013523 
## Iteration 9 lambda =  -0.4041 
## Iteration 10 lambda =  -0.4054739 
## Iteration 11 lambda =  -0.4061608 
## Iteration 12 lambda =  -0.4065043 
## Iteration 13 lambda =  -0.406676 
## Iteration 14 lambda =  -0.4067619 
## Iteration 15 lambda =  -0.4068048 
## Iteration 16 lambda =  -0.4068263 
## Iteration 17 lambda =  -0.406837 
## Iteration 18 lambda =  -0.4068424 
## Iteration 19 lambda =  -0.4068451 
## Iteration 20 lambda =  -0.4068464 
## Iteration 21 lambda =  -0.4068471 
## Iteration 22 lambda =  -0.4068474 
## Iteration 23 lambda =  -0.4068476 
## Iteration 24 lambda =  -0.4068477 
## Iteration 1 lambda =  0.328776 
## Iteration 2 lambda =  -0.006835941 
## Iteration 3 lambda =  -0.1746419 
## Iteration 4 lambda =  -0.2585449 
## Iteration 5 lambda =  -0.3004964 
## Iteration 6 lambda =  -0.3214722 
## Iteration 7 lambda =  -0.33196 
## Iteration 8 lambda =  -0.337204 
## Iteration 9 lambda =  -0.339826 
## Iteration 10 lambda =  -0.3411369 
## Iteration 11 lambda =  -0.3417924 
## Iteration 12 lambda =  -0.3421202 
## Iteration 13 lambda =  -0.342284 
## Iteration 14 lambda =  -0.342366 
## Iteration 15 lambda =  -0.342407 
## Iteration 16 lambda =  -0.3424274 
## Iteration 17 lambda =  -0.3424377 
## Iteration 18 lambda =  -0.3424428 
## Iteration 19 lambda =  -0.3424454 
## Iteration 20 lambda =  -0.3424466 
## Iteration 21 lambda =  -0.3424473 
## Iteration 22 lambda =  -0.3424476 
## Iteration 23 lambda =  -0.3424478 
## Iteration 24 lambda =  -0.3424478 
## Iteration 1 lambda =  0.3434376 
## Iteration 2 lambda =  0.01515647 
## Iteration 3 lambda =  -0.1489841 
## Iteration 4 lambda =  -0.2310544 
## Iteration 5 lambda =  -0.2720896 
## Iteration 6 lambda =  -0.2926071 
## Iteration 7 lambda =  -0.3028659 
## Iteration 8 lambda =  -0.3079953 
## Iteration 9 lambda =  -0.31056 
## Iteration 10 lambda =  -0.3118424 
## Iteration 11 lambda =  -0.3124835 
## Iteration 12 lambda =  -0.3128041 
## Iteration 13 lambda =  -0.3129644 
## Iteration 14 lambda =  -0.3130446 
## Iteration 15 lambda =  -0.3130846 
## Iteration 16 lambda =  -0.3131047 
## Iteration 17 lambda =  -0.3131147 
## Iteration 18 lambda =  -0.3131197 
## Iteration 19 lambda =  -0.3131222 
## Iteration 20 lambda =  -0.3131235 
## Iteration 21 lambda =  -0.3131241 
## Iteration 22 lambda =  -0.3131244 
## Iteration 23 lambda =  -0.3131246 
## Iteration 24 lambda =  -0.3131246 
## Iteration 1 lambda =  0.3158338 
## Iteration 2 lambda =  -0.02624936 
## Iteration 3 lambda =  -0.1972909 
## Iteration 4 lambda =  -0.2828117 
## Iteration 5 lambda =  -0.3255721 
## Iteration 6 lambda =  -0.3469523 
## Iteration 7 lambda =  -0.3576424 
## Iteration 8 lambda =  -0.3629874 
## Iteration 9 lambda =  -0.36566 
## Iteration 10 lambda =  -0.3669962 
## Iteration 11 lambda =  -0.3676644 
## Iteration 12 lambda =  -0.3679984 
## Iteration 13 lambda =  -0.3681655 
## Iteration 14 lambda =  -0.368249 
## Iteration 15 lambda =  -0.3682907 
## Iteration 16 lambda =  -0.3683116 
## Iteration 17 lambda =  -0.368322 
## Iteration 18 lambda =  -0.3683273 
## Iteration 19 lambda =  -0.3683299 
## Iteration 20 lambda =  -0.3683312 
## Iteration 21 lambda =  -0.3683318 
## Iteration 22 lambda =  -0.3683322 
## Iteration 23 lambda =  -0.3683323 
## Iteration 24 lambda =  -0.3683324 
## Iteration 1 lambda =  0.3133105 
## Iteration 2 lambda =  -0.03003419 
## Iteration 3 lambda =  -0.2017066 
## Iteration 4 lambda =  -0.2875427 
## Iteration 5 lambda =  -0.3304608 
## Iteration 6 lambda =  -0.3519199 
## Iteration 7 lambda =  -0.3626494 
## Iteration 8 lambda =  -0.3680142 
## Iteration 9 lambda =  -0.3706965 
## Iteration 10 lambda =  -0.3720377 
## Iteration 11 lambda =  -0.3727083 
## Iteration 12 lambda =  -0.3730436 
## Iteration 13 lambda =  -0.3732113 
## Iteration 14 lambda =  -0.3732951 
## Iteration 15 lambda =  -0.373337 
## Iteration 16 lambda =  -0.373358 
## Iteration 17 lambda =  -0.3733684 
## Iteration 18 lambda =  -0.3733737 
## Iteration 19 lambda =  -0.3733763 
## Iteration 20 lambda =  -0.3733776 
## Iteration 21 lambda =  -0.3733783 
## Iteration 22 lambda =  -0.3733786 
## Iteration 23 lambda =  -0.3733788 
## Iteration 24 lambda =  -0.3733788 
## Iteration 1 lambda =  0.2457346 
## Iteration 2 lambda =  -0.1313981 
## Iteration 3 lambda =  -0.3199644 
## Iteration 4 lambda =  -0.4142476 
## Iteration 5 lambda =  -0.4613892 
## Iteration 6 lambda =  -0.48496 
## Iteration 7 lambda =  -0.4967454 
## Iteration 8 lambda =  -0.502638 
## Iteration 9 lambda =  -0.5055844 
## Iteration 10 lambda =  -0.5070576 
## Iteration 11 lambda =  -0.5077942 
## Iteration 12 lambda =  -0.5081625 
## Iteration 13 lambda =  -0.5083466 
## Iteration 14 lambda =  -0.5084387 
## Iteration 15 lambda =  -0.5084847 
## Iteration 16 lambda =  -0.5085077 
## Iteration 17 lambda =  -0.5085192 
## Iteration 18 lambda =  -0.508525 
## Iteration 19 lambda =  -0.5085279 
## Iteration 20 lambda =  -0.5085293 
## Iteration 21 lambda =  -0.50853 
## Iteration 22 lambda =  -0.5085304 
## Iteration 23 lambda =  -0.5085306 
## Iteration 24 lambda =  -0.5085307 
## Iteration 1 lambda =  0.2974058 
## Iteration 2 lambda =  -0.05389124 
## Iteration 3 lambda =  -0.2295398 
## Iteration 4 lambda =  -0.317364 
## Iteration 5 lambda =  -0.3612762 
## Iteration 6 lambda =  -0.3832322 
## Iteration 7 lambda =  -0.3942103 
## Iteration 8 lambda =  -0.3996993 
## Iteration 9 lambda =  -0.4024438 
## Iteration 10 lambda =  -0.4038161 
## Iteration 11 lambda =  -0.4045022 
## Iteration 12 lambda =  -0.4048453 
## Iteration 13 lambda =  -0.4050168 
## Iteration 14 lambda =  -0.4051026 
## Iteration 15 lambda =  -0.4051454 
## Iteration 16 lambda =  -0.4051669 
## Iteration 17 lambda =  -0.4051776 
## Iteration 18 lambda =  -0.405183 
## Iteration 19 lambda =  -0.4051856 
## Iteration 20 lambda =  -0.405187 
## Iteration 21 lambda =  -0.4051876 
## Iteration 22 lambda =  -0.405188 
## Iteration 23 lambda =  -0.4051881 
## Iteration 24 lambda =  -0.4051882 
## Iteration 1 lambda =  0.3735314 
## Iteration 2 lambda =  0.06029715 
## Iteration 3 lambda =  -0.09631999 
## Iteration 4 lambda =  -0.1746286 
## Iteration 5 lambda =  -0.2137828 
## Iteration 6 lambda =  -0.23336 
## Iteration 7 lambda =  -0.2431486 
## Iteration 8 lambda =  -0.2480428 
## Iteration 9 lambda =  -0.25049 
## Iteration 10 lambda =  -0.2517136 
## Iteration 11 lambda =  -0.2523253 
## Iteration 12 lambda =  -0.2526312 
## Iteration 13 lambda =  -0.2527842 
## Iteration 14 lambda =  -0.2528607 
## Iteration 15 lambda =  -0.2528989 
## Iteration 16 lambda =  -0.252918 
## Iteration 17 lambda =  -0.2529276 
## Iteration 18 lambda =  -0.2529323 
## Iteration 19 lambda =  -0.2529347 
## Iteration 20 lambda =  -0.2529359 
## Iteration 21 lambda =  -0.2529365 
## Iteration 22 lambda =  -0.2529368 
## Iteration 23 lambda =  -0.252937 
## Iteration 24 lambda =  -0.2529371 
## Iteration 1 lambda =  0.2769327 
## Iteration 2 lambda =  -0.08460092 
## Iteration 3 lambda =  -0.2653677 
## Iteration 4 lambda =  -0.3557512 
## Iteration 5 lambda =  -0.4009429 
## Iteration 6 lambda =  -0.4235387 
## Iteration 7 lambda =  -0.4348366 
## Iteration 8 lambda =  -0.4404856 
## Iteration 9 lambda =  -0.4433101 
## Iteration 10 lambda =  -0.4447223 
## Iteration 11 lambda =  -0.4454284 
## Iteration 12 lambda =  -0.4457815 
## Iteration 13 lambda =  -0.445958 
## Iteration 14 lambda =  -0.4460463 
## Iteration 15 lambda =  -0.4460904 
## Iteration 16 lambda =  -0.4461125 
## Iteration 17 lambda =  -0.4461235 
## Iteration 18 lambda =  -0.446129 
## Iteration 19 lambda =  -0.4461318 
## Iteration 20 lambda =  -0.4461332 
## Iteration 21 lambda =  -0.4461339 
## Iteration 22 lambda =  -0.4461342 
## Iteration 23 lambda =  -0.4461344 
## Iteration 24 lambda =  -0.4461345 
## Iteration 1 lambda =  0.32563 
## Iteration 2 lambda =  -0.01155505 
## Iteration 3 lambda =  -0.1801476 
## Iteration 4 lambda =  -0.2644438 
## Iteration 5 lambda =  -0.3065919 
## Iteration 6 lambda =  -0.327666 
## Iteration 7 lambda =  -0.338203 
## Iteration 8 lambda =  -0.3434716 
## Iteration 9 lambda =  -0.3461058 
## Iteration 10 lambda =  -0.3474229 
## Iteration 11 lambda =  -0.3480815 
## Iteration 12 lambda =  -0.3484108 
## Iteration 13 lambda =  -0.3485754 
## Iteration 14 lambda =  -0.3486577 
## Iteration 15 lambda =  -0.3486989 
## Iteration 16 lambda =  -0.3487195 
## Iteration 17 lambda =  -0.3487298 
## Iteration 18 lambda =  -0.3487349 
## Iteration 19 lambda =  -0.3487375 
## Iteration 20 lambda =  -0.3487388 
## Iteration 21 lambda =  -0.3487394 
## Iteration 22 lambda =  -0.3487397 
## Iteration 23 lambda =  -0.3487399 
## Iteration 24 lambda =  -0.34874 
## Iteration 1 lambda =  0.3183461 
## Iteration 2 lambda =  -0.02248084 
## Iteration 3 lambda =  -0.1928943 
## Iteration 4 lambda =  -0.2781011 
## Iteration 5 lambda =  -0.3207044 
## Iteration 6 lambda =  -0.3420061 
## Iteration 7 lambda =  -0.3526569 
## Iteration 8 lambda =  -0.3579824 
## Iteration 9 lambda =  -0.3606451 
## Iteration 10 lambda =  -0.3619764 
## Iteration 11 lambda =  -0.3626421 
## Iteration 12 lambda =  -0.362975 
## Iteration 13 lambda =  -0.3631414 
## Iteration 14 lambda =  -0.3632246 
## Iteration 15 lambda =  -0.3632662 
## Iteration 16 lambda =  -0.363287 
## Iteration 17 lambda =  -0.3632974 
## Iteration 18 lambda =  -0.3633026 
## Iteration 19 lambda =  -0.3633052 
## Iteration 20 lambda =  -0.3633065 
## Iteration 21 lambda =  -0.3633071 
## Iteration 22 lambda =  -0.3633075 
## Iteration 23 lambda =  -0.3633076 
## Iteration 24 lambda =  -0.3633077 
## Iteration 1 lambda =  0.3329229 
## Iteration 2 lambda =  -0.0006155806 
## Iteration 3 lambda =  -0.1673848 
## Iteration 4 lambda =  -0.2507695 
## Iteration 5 lambda =  -0.2924618 
## Iteration 6 lambda =  -0.3133079 
## Iteration 7 lambda =  -0.323731 
## Iteration 8 lambda =  -0.3289426 
## Iteration 9 lambda =  -0.3315483 
## Iteration 10 lambda =  -0.3328512 
## Iteration 11 lambda =  -0.3335027 
## Iteration 12 lambda =  -0.3338284 
## Iteration 13 lambda =  -0.3339912 
## Iteration 14 lambda =  -0.3340727 
## Iteration 15 lambda =  -0.3341134 
## Iteration 16 lambda =  -0.3341337 
## Iteration 17 lambda =  -0.3341439 
## Iteration 18 lambda =  -0.334149 
## Iteration 19 lambda =  -0.3341516 
## Iteration 20 lambda =  -0.3341528 
## Iteration 21 lambda =  -0.3341535 
## Iteration 22 lambda =  -0.3341538 
## Iteration 23 lambda =  -0.3341539 
## Iteration 24 lambda =  -0.334154 
## Iteration 1 lambda =  0.2953135 
## Iteration 2 lambda =  -0.05702978 
## Iteration 3 lambda =  -0.2332014 
## Iteration 4 lambda =  -0.3212872 
## Iteration 5 lambda =  -0.3653301 
## Iteration 6 lambda =  -0.3873516 
## Iteration 7 lambda =  -0.3983623 
## Iteration 8 lambda =  -0.4038677 
## Iteration 9 lambda =  -0.4066204 
## Iteration 10 lambda =  -0.4079967 
## Iteration 11 lambda =  -0.4086849 
## Iteration 12 lambda =  -0.409029 
## Iteration 13 lambda =  -0.409201 
## Iteration 14 lambda =  -0.409287 
## Iteration 15 lambda =  -0.40933 
## Iteration 16 lambda =  -0.4093515 
## Iteration 17 lambda =  -0.4093623 
## Iteration 18 lambda =  -0.4093677 
## Iteration 19 lambda =  -0.4093704 
## Iteration 20 lambda =  -0.4093717 
## Iteration 21 lambda =  -0.4093724 
## Iteration 22 lambda =  -0.4093727 
## Iteration 23 lambda =  -0.4093729 
## Iteration 24 lambda =  -0.409373 
## Iteration 1 lambda =  0.3330461 
## Iteration 2 lambda =  -0.0004308802 
## Iteration 3 lambda =  -0.1671694 
## Iteration 4 lambda =  -0.2505386 
## Iteration 5 lambda =  -0.2922232 
## Iteration 6 lambda =  -0.3130655 
## Iteration 7 lambda =  -0.3234867 
## Iteration 8 lambda =  -0.3286973 
## Iteration 9 lambda =  -0.3313026 
## Iteration 10 lambda =  -0.3326052 
## Iteration 11 lambda =  -0.3332565 
## Iteration 12 lambda =  -0.3335822 
## Iteration 13 lambda =  -0.333745 
## Iteration 14 lambda =  -0.3338264 
## Iteration 15 lambda =  -0.3338671 
## Iteration 16 lambda =  -0.3338875 
## Iteration 17 lambda =  -0.3338977 
## Iteration 18 lambda =  -0.3339028 
## Iteration 19 lambda =  -0.3339053 
## Iteration 20 lambda =  -0.3339066 
## Iteration 21 lambda =  -0.3339072 
## Iteration 22 lambda =  -0.3339075 
## Iteration 23 lambda =  -0.3339077 
## Iteration 24 lambda =  -0.3339078 
## Iteration 1 lambda =  0.3590839 
## Iteration 2 lambda =  0.03862585 
## Iteration 3 lambda =  -0.1216032 
## Iteration 4 lambda =  -0.2017177 
## Iteration 5 lambda =  -0.2417749 
## Iteration 6 lambda =  -0.2618036 
## Iteration 7 lambda =  -0.2718179 
## Iteration 8 lambda =  -0.276825 
## Iteration 9 lambda =  -0.2793286 
## Iteration 10 lambda =  -0.2805804 
## Iteration 11 lambda =  -0.2812063 
## Iteration 12 lambda =  -0.2815192 
## Iteration 13 lambda =  -0.2816757 
## Iteration 14 lambda =  -0.281754 
## Iteration 15 lambda =  -0.2817931 
## Iteration 16 lambda =  -0.2818126 
## Iteration 17 lambda =  -0.2818224 
## Iteration 18 lambda =  -0.2818273 
## Iteration 19 lambda =  -0.2818298 
## Iteration 20 lambda =  -0.281831 
## Iteration 21 lambda =  -0.2818316 
## Iteration 22 lambda =  -0.2818319 
## Iteration 23 lambda =  -0.281832 
## Iteration 24 lambda =  -0.2818321 
## Iteration 1 lambda =  0.2975465 
## Iteration 2 lambda =  -0.05368029 
## Iteration 3 lambda =  -0.2292937 
## Iteration 4 lambda =  -0.3171004 
## Iteration 5 lambda =  -0.3610037 
## Iteration 6 lambda =  -0.3829554 
## Iteration 7 lambda =  -0.3939312 
## Iteration 8 lambda =  -0.3994191 
## Iteration 9 lambda =  -0.4021631 
## Iteration 10 lambda =  -0.4035351 
## Iteration 11 lambda =  -0.4042211 
## Iteration 12 lambda =  -0.4045641 
## Iteration 13 lambda =  -0.4047356 
## Iteration 14 lambda =  -0.4048213 
## Iteration 15 lambda =  -0.4048642 
## Iteration 16 lambda =  -0.4048856 
## Iteration 17 lambda =  -0.4048963 
## Iteration 18 lambda =  -0.4049017 
## Iteration 19 lambda =  -0.4049044 
## Iteration 20 lambda =  -0.4049057 
## Iteration 21 lambda =  -0.4049064 
## Iteration 22 lambda =  -0.4049067 
## Iteration 23 lambda =  -0.4049069 
## Iteration 24 lambda =  -0.404907 
## Iteration 1 lambda =  0.2973269 
## Iteration 2 lambda =  -0.05400959 
## Iteration 3 lambda =  -0.2296779 
## Iteration 4 lambda =  -0.317512 
## Iteration 5 lambda =  -0.3614291 
## Iteration 6 lambda =  -0.3833876 
## Iteration 7 lambda =  -0.3943669 
## Iteration 8 lambda =  -0.3998565 
## Iteration 9 lambda =  -0.4026013 
## Iteration 10 lambda =  -0.4039737 
## Iteration 11 lambda =  -0.4046599 
## Iteration 12 lambda =  -0.405003 
## Iteration 13 lambda =  -0.4051746 
## Iteration 14 lambda =  -0.4052603 
## Iteration 15 lambda =  -0.4053032 
## Iteration 16 lambda =  -0.4053247 
## Iteration 17 lambda =  -0.4053354 
## Iteration 18 lambda =  -0.4053408 
## Iteration 19 lambda =  -0.4053434 
## Iteration 20 lambda =  -0.4053448 
## Iteration 21 lambda =  -0.4053455 
## Iteration 22 lambda =  -0.4053458 
## Iteration 23 lambda =  -0.405346 
## Iteration 24 lambda =  -0.405346 
## Iteration 1 lambda =  0.3774445 
## Iteration 2 lambda =  0.0661667 
## Iteration 3 lambda =  -0.08947218 
## Iteration 4 lambda =  -0.1672916 
## Iteration 5 lambda =  -0.2062013 
## Iteration 6 lambda =  -0.2256562 
## Iteration 7 lambda =  -0.2353836 
## Iteration 8 lambda =  -0.2402473 
## Iteration 9 lambda =  -0.2426792 
## Iteration 10 lambda =  -0.2438951 
## Iteration 11 lambda =  -0.2445031 
## Iteration 12 lambda =  -0.2448071 
## Iteration 13 lambda =  -0.2449591 
## Iteration 14 lambda =  -0.2450351 
## Iteration 15 lambda =  -0.2450731 
## Iteration 16 lambda =  -0.2450921 
## Iteration 17 lambda =  -0.2451016 
## Iteration 18 lambda =  -0.2451063 
## Iteration 19 lambda =  -0.2451087 
## Iteration 20 lambda =  -0.2451099 
## Iteration 21 lambda =  -0.2451105 
## Iteration 22 lambda =  -0.2451108 
## Iteration 23 lambda =  -0.2451109 
## Iteration 24 lambda =  -0.245111 
## Iteration 1 lambda =  0.3539283 
## Iteration 2 lambda =  0.03089239 
## Iteration 3 lambda =  -0.1306255 
## Iteration 4 lambda =  -0.2113845 
## Iteration 5 lambda =  -0.251764 
## Iteration 6 lambda =  -0.2719537 
## Iteration 7 lambda =  -0.2820486 
## Iteration 8 lambda =  -0.287096 
## Iteration 9 lambda =  -0.2896198 
## Iteration 10 lambda =  -0.2908816 
## Iteration 11 lambda =  -0.2915125 
## Iteration 12 lambda =  -0.291828 
## Iteration 13 lambda =  -0.2919857 
## Iteration 14 lambda =  -0.2920646 
## Iteration 15 lambda =  -0.292104 
## Iteration 16 lambda =  -0.2921238 
## Iteration 17 lambda =  -0.2921336 
## Iteration 18 lambda =  -0.2921385 
## Iteration 19 lambda =  -0.292141 
## Iteration 20 lambda =  -0.2921422 
## Iteration 21 lambda =  -0.2921429 
## Iteration 22 lambda =  -0.2921432 
## Iteration 23 lambda =  -0.2921433 
## Iteration 24 lambda =  -0.2921434 
## Iteration 1 lambda =  0.3806687 
## Iteration 2 lambda =  0.0710031 
## Iteration 3 lambda =  -0.08382972 
## Iteration 4 lambda =  -0.1612461 
## Iteration 5 lambda =  -0.1999543 
## Iteration 6 lambda =  -0.2193084 
## Iteration 7 lambda =  -0.2289855 
## Iteration 8 lambda =  -0.233824 
## Iteration 9 lambda =  -0.2362433 
## Iteration 10 lambda =  -0.2374529 
## Iteration 11 lambda =  -0.2380577 
## Iteration 12 lambda =  -0.2383601 
## Iteration 13 lambda =  -0.2385113 
## Iteration 14 lambda =  -0.2385869 
## Iteration 15 lambda =  -0.2386247 
## Iteration 16 lambda =  -0.2386436 
## Iteration 17 lambda =  -0.2386531 
## Iteration 18 lambda =  -0.2386578 
## Iteration 19 lambda =  -0.2386602 
## Iteration 20 lambda =  -0.2386614 
## Iteration 21 lambda =  -0.2386619 
## Iteration 22 lambda =  -0.2386622 
## Iteration 23 lambda =  -0.2386624 
## Iteration 24 lambda =  -0.2386625 
## Iteration 1 lambda =  0.3170366 
## Iteration 2 lambda =  -0.02444516 
## Iteration 3 lambda =  -0.195186 
## Iteration 4 lambda =  -0.2805565 
## Iteration 5 lambda =  -0.3232417 
## Iteration 6 lambda =  -0.3445843 
## Iteration 7 lambda =  -0.3552556 
## Iteration 8 lambda =  -0.3605912 
## Iteration 9 lambda =  -0.3632591 
## Iteration 10 lambda =  -0.364593 
## Iteration 11 lambda =  -0.3652599 
## Iteration 12 lambda =  -0.3655934 
## Iteration 13 lambda =  -0.3657601 
## Iteration 14 lambda =  -0.3658435 
## Iteration 15 lambda =  -0.3658852 
## Iteration 16 lambda =  -0.365906 
## Iteration 17 lambda =  -0.3659165 
## Iteration 18 lambda =  -0.3659217 
## Iteration 19 lambda =  -0.3659243 
## Iteration 20 lambda =  -0.3659256 
## Iteration 21 lambda =  -0.3659262 
## Iteration 22 lambda =  -0.3659266 
## Iteration 23 lambda =  -0.3659267 
## Iteration 24 lambda =  -0.3659268 
## Iteration 1 lambda =  0.2541211 
## Iteration 2 lambda =  -0.1188183 
## Iteration 3 lambda =  -0.305288 
## Iteration 4 lambda =  -0.3985229 
## Iteration 5 lambda =  -0.4451403 
## Iteration 6 lambda =  -0.468449 
## Iteration 7 lambda =  -0.4801034 
## Iteration 8 lambda =  -0.4859306 
## Iteration 9 lambda =  -0.4888441 
## Iteration 10 lambda =  -0.4903009 
## Iteration 11 lambda =  -0.4910293 
## Iteration 12 lambda =  -0.4913935 
## Iteration 13 lambda =  -0.4915756 
## Iteration 14 lambda =  -0.4916667 
## Iteration 15 lambda =  -0.4917122 
## Iteration 16 lambda =  -0.491735 
## Iteration 17 lambda =  -0.4917464 
## Iteration 18 lambda =  -0.491752 
## Iteration 19 lambda =  -0.4917549 
## Iteration 20 lambda =  -0.4917563 
## Iteration 21 lambda =  -0.491757 
## Iteration 22 lambda =  -0.4917574 
## Iteration 23 lambda =  -0.4917576 
## Iteration 24 lambda =  -0.4917576 
## Iteration 1 lambda =  0.2361063 
## Iteration 2 lambda =  -0.1458406 
## Iteration 3 lambda =  -0.336814 
## Iteration 4 lambda =  -0.4323008 
## Iteration 5 lambda =  -0.4800441 
## Iteration 6 lambda =  -0.5039158 
## Iteration 7 lambda =  -0.5158516 
## Iteration 8 lambda =  -0.5218196 
## Iteration 9 lambda =  -0.5248035 
## Iteration 10 lambda =  -0.5262955 
## Iteration 11 lambda =  -0.5270415 
## Iteration 12 lambda =  -0.5274145 
## Iteration 13 lambda =  -0.527601 
## Iteration 14 lambda =  -0.5276942 
## Iteration 15 lambda =  -0.5277409 
## Iteration 16 lambda =  -0.5277642 
## Iteration 17 lambda =  -0.5277758 
## Iteration 18 lambda =  -0.5277817 
## Iteration 19 lambda =  -0.5277846 
## Iteration 20 lambda =  -0.527786 
## Iteration 21 lambda =  -0.5277868 
## Iteration 22 lambda =  -0.5277871 
## Iteration 23 lambda =  -0.5277873 
## Iteration 24 lambda =  -0.5277874 
## Iteration 1 lambda =  0.3753573 
## Iteration 2 lambda =  0.06303594 
## Iteration 3 lambda =  -0.09312474 
## Iteration 4 lambda =  -0.1712051 
## Iteration 5 lambda =  -0.2102452 
## Iteration 6 lambda =  -0.2297653 
## Iteration 7 lambda =  -0.2395254 
## Iteration 8 lambda =  -0.2444054 
## Iteration 9 lambda =  -0.2468454 
## Iteration 10 lambda =  -0.2480654 
## Iteration 11 lambda =  -0.2486754 
## Iteration 12 lambda =  -0.2489804 
## Iteration 13 lambda =  -0.2491329 
## Iteration 14 lambda =  -0.2492092 
## Iteration 15 lambda =  -0.2492473 
## Iteration 16 lambda =  -0.2492664 
## Iteration 17 lambda =  -0.2492759 
## Iteration 18 lambda =  -0.2492806 
## Iteration 19 lambda =  -0.249283 
## Iteration 20 lambda =  -0.2492842 
## Iteration 21 lambda =  -0.2492848 
## Iteration 22 lambda =  -0.2492851 
## Iteration 23 lambda =  -0.2492853 
## Iteration 24 lambda =  -0.2492853 
## Iteration 1 lambda =  0.3530366 
## Iteration 2 lambda =  0.02955489 
## Iteration 3 lambda =  -0.132186 
## Iteration 4 lambda =  -0.2130564 
## Iteration 5 lambda =  -0.2534916 
## Iteration 6 lambda =  -0.2737092 
## Iteration 7 lambda =  -0.283818 
## Iteration 8 lambda =  -0.2888724 
## Iteration 9 lambda =  -0.2913996 
## Iteration 10 lambda =  -0.2926632 
## Iteration 11 lambda =  -0.293295 
## Iteration 12 lambda =  -0.2936109 
## Iteration 13 lambda =  -0.2937689 
## Iteration 14 lambda =  -0.2938478 
## Iteration 15 lambda =  -0.2938873 
## Iteration 16 lambda =  -0.2939071 
## Iteration 17 lambda =  -0.2939169 
## Iteration 18 lambda =  -0.2939219 
## Iteration 19 lambda =  -0.2939244 
## Iteration 20 lambda =  -0.2939256 
## Iteration 21 lambda =  -0.2939262 
## Iteration 22 lambda =  -0.2939265 
## Iteration 23 lambda =  -0.2939267 
## Iteration 24 lambda =  -0.2939267 
## Iteration 1 lambda =  0.316788 
## Iteration 2 lambda =  -0.02481794 
## Iteration 3 lambda =  -0.1956209 
## Iteration 4 lambda =  -0.2810224 
## Iteration 5 lambda =  -0.3237232 
## Iteration 6 lambda =  -0.3450735 
## Iteration 7 lambda =  -0.3557487 
## Iteration 8 lambda =  -0.3610863 
## Iteration 9 lambda =  -0.3637551 
## Iteration 10 lambda =  -0.3650895 
## Iteration 11 lambda =  -0.3657567 
## Iteration 12 lambda =  -0.3660903 
## Iteration 13 lambda =  -0.3662571 
## Iteration 14 lambda =  -0.3663405 
## Iteration 15 lambda =  -0.3663822 
## Iteration 16 lambda =  -0.3664031 
## Iteration 17 lambda =  -0.3664135 
## Iteration 18 lambda =  -0.3664187 
## Iteration 19 lambda =  -0.3664213 
## Iteration 20 lambda =  -0.3664226 
## Iteration 21 lambda =  -0.3664233 
## Iteration 22 lambda =  -0.3664236 
## Iteration 23 lambda =  -0.3664238 
## Iteration 24 lambda =  -0.3664238 
## Iteration 1 lambda =  0.3376122 
## Iteration 2 lambda =  0.006418237 
## Iteration 3 lambda =  -0.1591787 
## Iteration 4 lambda =  -0.2419772 
## Iteration 5 lambda =  -0.2833764 
## Iteration 6 lambda =  -0.3040761 
## Iteration 7 lambda =  -0.3144259 
## Iteration 8 lambda =  -0.3196008 
## Iteration 9 lambda =  -0.3221882 
## Iteration 10 lambda =  -0.323482 
## Iteration 11 lambda =  -0.3241288 
## Iteration 12 lambda =  -0.3244523 
## Iteration 13 lambda =  -0.324614 
## Iteration 14 lambda =  -0.3246948 
## Iteration 15 lambda =  -0.3247353 
## Iteration 16 lambda =  -0.3247555 
## Iteration 17 lambda =  -0.3247656 
## Iteration 18 lambda =  -0.3247706 
## Iteration 19 lambda =  -0.3247732 
## Iteration 20 lambda =  -0.3247744 
## Iteration 21 lambda =  -0.3247751 
## Iteration 22 lambda =  -0.3247754 
## Iteration 23 lambda =  -0.3247755 
## Iteration 24 lambda =  -0.3247756 
## Iteration 1 lambda =  0.3230232 
## Iteration 2 lambda =  -0.01546525 
## Iteration 3 lambda =  -0.1847095 
## Iteration 4 lambda =  -0.2693316 
## Iteration 5 lambda =  -0.3116426 
## Iteration 6 lambda =  -0.3327981 
## Iteration 7 lambda =  -0.3433759 
## Iteration 8 lambda =  -0.3486648 
## Iteration 9 lambda =  -0.3513092 
## Iteration 10 lambda =  -0.3526314 
## Iteration 11 lambda =  -0.3532926 
## Iteration 12 lambda =  -0.3536231 
## Iteration 13 lambda =  -0.3537884 
## Iteration 14 lambda =  -0.353871 
## Iteration 15 lambda =  -0.3539124 
## Iteration 16 lambda =  -0.353933 
## Iteration 17 lambda =  -0.3539433 
## Iteration 18 lambda =  -0.3539485 
## Iteration 19 lambda =  -0.3539511 
## Iteration 20 lambda =  -0.3539524 
## Iteration 21 lambda =  -0.353953 
## Iteration 22 lambda =  -0.3539533 
## Iteration 23 lambda =  -0.3539535 
## Iteration 24 lambda =  -0.3539536 
## Iteration 1 lambda =  0.3342551 
## Iteration 2 lambda =  0.001382703 
## Iteration 3 lambda =  -0.1650535 
## Iteration 4 lambda =  -0.2482716 
## Iteration 5 lambda =  -0.2898807 
## Iteration 6 lambda =  -0.3106852 
## Iteration 7 lambda =  -0.3210875 
## Iteration 8 lambda =  -0.3262886 
## Iteration 9 lambda =  -0.3288892 
## Iteration 10 lambda =  -0.3301894 
## Iteration 11 lambda =  -0.3308396 
## Iteration 12 lambda =  -0.3311647 
## Iteration 13 lambda =  -0.3313272 
## Iteration 14 lambda =  -0.3314085 
## Iteration 15 lambda =  -0.3314491 
## Iteration 16 lambda =  -0.3314694 
## Iteration 17 lambda =  -0.3314796 
## Iteration 18 lambda =  -0.3314847 
## Iteration 19 lambda =  -0.3314872 
## Iteration 20 lambda =  -0.3314885 
## Iteration 21 lambda =  -0.3314891 
## Iteration 22 lambda =  -0.3314894 
## Iteration 23 lambda =  -0.3314896 
## Iteration 24 lambda =  -0.3314897 
## Iteration 1 lambda =  0.3860339 
## Iteration 2 lambda =  0.07905083 
## Iteration 3 lambda =  -0.0744407 
## Iteration 4 lambda =  -0.1511865 
## Iteration 5 lambda =  -0.1895593 
## Iteration 6 lambda =  -0.2087458 
## Iteration 7 lambda =  -0.218339 
## Iteration 8 lambda =  -0.2231356 
## Iteration 9 lambda =  -0.2255339 
## Iteration 10 lambda =  -0.2267331 
## Iteration 11 lambda =  -0.2273326 
## Iteration 12 lambda =  -0.2276324 
## Iteration 13 lambda =  -0.2277823 
## Iteration 14 lambda =  -0.2278573 
## Iteration 15 lambda =  -0.2278948 
## Iteration 16 lambda =  -0.2279135 
## Iteration 17 lambda =  -0.2279229 
## Iteration 18 lambda =  -0.2279275 
## Iteration 19 lambda =  -0.2279299 
## Iteration 20 lambda =  -0.2279311 
## Iteration 21 lambda =  -0.2279316 
## Iteration 22 lambda =  -0.2279319 
## Iteration 23 lambda =  -0.2279321 
## Iteration 24 lambda =  -0.2279322 
## Iteration 1 lambda =  0.3743874 
## Iteration 2 lambda =  0.06158103 
## Iteration 3 lambda =  -0.09482213 
## Iteration 4 lambda =  -0.1730237 
## Iteration 5 lambda =  -0.2121245 
## Iteration 6 lambda =  -0.2316749 
## Iteration 7 lambda =  -0.2414501 
## Iteration 8 lambda =  -0.2463377 
## Iteration 9 lambda =  -0.2487815 
## Iteration 10 lambda =  -0.2500034 
## Iteration 11 lambda =  -0.2506143 
## Iteration 12 lambda =  -0.2509198 
## Iteration 13 lambda =  -0.2510726 
## Iteration 14 lambda =  -0.2511489 
## Iteration 15 lambda =  -0.2511871 
## Iteration 16 lambda =  -0.2512062 
## Iteration 17 lambda =  -0.2512157 
## Iteration 18 lambda =  -0.2512205 
## Iteration 19 lambda =  -0.2512229 
## Iteration 20 lambda =  -0.2512241 
## Iteration 21 lambda =  -0.2512247 
## Iteration 22 lambda =  -0.251225 
## Iteration 23 lambda =  -0.2512251 
## Iteration 24 lambda =  -0.2512252 
## Iteration 1 lambda =  0.2724092 
## Iteration 2 lambda =  -0.0913862 
## Iteration 3 lambda =  -0.2732839 
## Iteration 4 lambda =  -0.3642327 
## Iteration 5 lambda =  -0.4097072 
## Iteration 6 lambda =  -0.4324444 
## Iteration 7 lambda =  -0.443813 
## Iteration 8 lambda =  -0.4494973 
## Iteration 9 lambda =  -0.4523394 
## Iteration 10 lambda =  -0.4537605 
## Iteration 11 lambda =  -0.4544711 
## Iteration 12 lambda =  -0.4548263 
## Iteration 13 lambda =  -0.455004 
## Iteration 14 lambda =  -0.4550928 
## Iteration 15 lambda =  -0.4551372 
## Iteration 16 lambda =  -0.4551594 
## Iteration 17 lambda =  -0.4551705 
## Iteration 18 lambda =  -0.455176 
## Iteration 19 lambda =  -0.4551788 
## Iteration 20 lambda =  -0.4551802 
## Iteration 21 lambda =  -0.4551809 
## Iteration 22 lambda =  -0.4551812 
## Iteration 23 lambda =  -0.4551814 
## Iteration 24 lambda =  -0.4551815 
## Iteration 1 lambda =  0.3738582 
## Iteration 2 lambda =  0.06078728 
## Iteration 3 lambda =  -0.09574817 
## Iteration 4 lambda =  -0.1740159 
## Iteration 5 lambda =  -0.2131498 
## Iteration 6 lambda =  -0.2327167 
## Iteration 7 lambda =  -0.2425002 
## Iteration 8 lambda =  -0.2473919 
## Iteration 9 lambda =  -0.2498378 
## Iteration 10 lambda =  -0.2510607 
## Iteration 11 lambda =  -0.2516722 
## Iteration 12 lambda =  -0.2519779 
## Iteration 13 lambda =  -0.2521308 
## Iteration 14 lambda =  -0.2522072 
## Iteration 15 lambda =  -0.2522454 
## Iteration 16 lambda =  -0.2522645 
## Iteration 17 lambda =  -0.2522741 
## Iteration 18 lambda =  -0.2522788 
## Iteration 19 lambda =  -0.2522812 
## Iteration 20 lambda =  -0.2522824 
## Iteration 21 lambda =  -0.252283 
## Iteration 22 lambda =  -0.2522833 
## Iteration 23 lambda =  -0.2522835 
## Iteration 24 lambda =  -0.2522836 
## Iteration 1 lambda =  0.2811316 
## Iteration 2 lambda =  -0.0783026 
## Iteration 3 lambda =  -0.2580197 
## Iteration 4 lambda =  -0.3478782 
## Iteration 5 lambda =  -0.3928075 
## Iteration 6 lambda =  -0.4152722 
## Iteration 7 lambda =  -0.4265045 
## Iteration 8 lambda =  -0.4321206 
## Iteration 9 lambda =  -0.4349287 
## Iteration 10 lambda =  -0.4363328 
## Iteration 11 lambda =  -0.4370348 
## Iteration 12 lambda =  -0.4373858 
## Iteration 13 lambda =  -0.4375613 
## Iteration 14 lambda =  -0.437649 
## Iteration 15 lambda =  -0.4376929 
## Iteration 16 lambda =  -0.4377149 
## Iteration 17 lambda =  -0.4377258 
## Iteration 18 lambda =  -0.4377313 
## Iteration 19 lambda =  -0.4377341 
## Iteration 20 lambda =  -0.4377354 
## Iteration 21 lambda =  -0.4377361 
## Iteration 22 lambda =  -0.4377365 
## Iteration 23 lambda =  -0.4377366 
## Iteration 24 lambda =  -0.4377367 
## Iteration 1 lambda =  0.230975 
## Iteration 2 lambda =  -0.1535376 
## Iteration 3 lambda =  -0.3457938 
## Iteration 4 lambda =  -0.4419219 
## Iteration 5 lambda =  -0.489986 
## Iteration 6 lambda =  -0.514018 
## Iteration 7 lambda =  -0.5260341 
## Iteration 8 lambda =  -0.5320421 
## Iteration 9 lambda =  -0.5350461 
## Iteration 10 lambda =  -0.5365481 
## Iteration 11 lambda =  -0.5372991 
## Iteration 12 lambda =  -0.5376746 
## Iteration 13 lambda =  -0.5378623 
## Iteration 14 lambda =  -0.5379562 
## Iteration 15 lambda =  -0.5380031 
## Iteration 16 lambda =  -0.5380266 
## Iteration 17 lambda =  -0.5380383 
## Iteration 18 lambda =  -0.5380442 
## Iteration 19 lambda =  -0.5380471 
## Iteration 20 lambda =  -0.5380486 
## Iteration 21 lambda =  -0.5380493 
## Iteration 22 lambda =  -0.5380497 
## Iteration 23 lambda =  -0.5380499 
## Iteration 24 lambda =  -0.53805 
## Iteration 1 lambda =  0.2630682 
## Iteration 2 lambda =  -0.1053977 
## Iteration 3 lambda =  -0.2896306 
## Iteration 4 lambda =  -0.3817471 
## Iteration 5 lambda =  -0.4278053 
## Iteration 6 lambda =  -0.4508345 
## Iteration 7 lambda =  -0.462349 
## Iteration 8 lambda =  -0.4681063 
## Iteration 9 lambda =  -0.4709849 
## Iteration 10 lambda =  -0.4724243 
## Iteration 11 lambda =  -0.4731439 
## Iteration 12 lambda =  -0.4735037 
## Iteration 13 lambda =  -0.4736837 
## Iteration 14 lambda =  -0.4737736 
## Iteration 15 lambda =  -0.4738186 
## Iteration 16 lambda =  -0.4738411 
## Iteration 17 lambda =  -0.4738523 
## Iteration 18 lambda =  -0.473858 
## Iteration 19 lambda =  -0.4738608 
## Iteration 20 lambda =  -0.4738622 
## Iteration 21 lambda =  -0.4738629 
## Iteration 22 lambda =  -0.4738632 
## Iteration 23 lambda =  -0.4738634 
## Iteration 24 lambda =  -0.4738635 
## Iteration 1 lambda =  0.2922051 
## Iteration 2 lambda =  -0.06169228 
## Iteration 3 lambda =  -0.238641 
## Iteration 4 lambda =  -0.3271154 
## Iteration 5 lambda =  -0.3713525 
## Iteration 6 lambda =  -0.3934711 
## Iteration 7 lambda =  -0.4045304 
## Iteration 8 lambda =  -0.4100601 
## Iteration 9 lambda =  -0.4128249 
## Iteration 10 lambda =  -0.4142073 
## Iteration 11 lambda =  -0.4148985 
## Iteration 12 lambda =  -0.4152441 
## Iteration 13 lambda =  -0.4154169 
## Iteration 14 lambda =  -0.4155033 
## Iteration 15 lambda =  -0.4155465 
## Iteration 16 lambda =  -0.4155681 
## Iteration 17 lambda =  -0.4155789 
## Iteration 18 lambda =  -0.4155843 
## Iteration 19 lambda =  -0.415587 
## Iteration 20 lambda =  -0.4155884 
## Iteration 21 lambda =  -0.415589 
## Iteration 22 lambda =  -0.4155894 
## Iteration 23 lambda =  -0.4155895 
## Iteration 24 lambda =  -0.4155896 
## Iteration 1 lambda =  0.3979819 
## Iteration 2 lambda =  0.09697292 
## Iteration 3 lambda =  -0.05353159 
## Iteration 4 lambda =  -0.1287838 
## Iteration 5 lambda =  -0.16641 
## Iteration 6 lambda =  -0.185223 
## Iteration 7 lambda =  -0.1946296 
## Iteration 8 lambda =  -0.1993328 
## Iteration 9 lambda =  -0.2016845 
## Iteration 10 lambda =  -0.2028603 
## Iteration 11 lambda =  -0.2034482 
## Iteration 12 lambda =  -0.2037421 
## Iteration 13 lambda =  -0.2038891 
## Iteration 14 lambda =  -0.2039626 
## Iteration 15 lambda =  -0.2039994 
## Iteration 16 lambda =  -0.2040177 
## Iteration 17 lambda =  -0.2040269 
## Iteration 18 lambda =  -0.2040315 
## Iteration 19 lambda =  -0.2040338 
## Iteration 20 lambda =  -0.204035 
## Iteration 21 lambda =  -0.2040355 
## Iteration 22 lambda =  -0.2040358 
## Iteration 23 lambda =  -0.204036 
## Iteration 24 lambda =  -0.204036 
## Iteration 1 lambda =  0.3088974 
## Iteration 2 lambda =  -0.03665388 
## Iteration 3 lambda =  -0.2094295 
## Iteration 4 lambda =  -0.2958174 
## Iteration 5 lambda =  -0.3390113 
## Iteration 6 lambda =  -0.3606082 
## Iteration 7 lambda =  -0.3714067 
## Iteration 8 lambda =  -0.3768059 
## Iteration 9 lambda =  -0.3795056 
## Iteration 10 lambda =  -0.3808554 
## Iteration 11 lambda =  -0.3815303 
## Iteration 12 lambda =  -0.3818677 
## Iteration 13 lambda =  -0.3820365 
## Iteration 14 lambda =  -0.3821208 
## Iteration 15 lambda =  -0.382163 
## Iteration 16 lambda =  -0.3821841 
## Iteration 17 lambda =  -0.3821946 
## Iteration 18 lambda =  -0.3821999 
## Iteration 19 lambda =  -0.3822025 
## Iteration 20 lambda =  -0.3822039 
## Iteration 21 lambda =  -0.3822045 
## Iteration 22 lambda =  -0.3822048 
## Iteration 23 lambda =  -0.382205 
## Iteration 24 lambda =  -0.3822051 
## Iteration 1 lambda =  0.33123 
## Iteration 2 lambda =  -0.00315497 
## Iteration 3 lambda =  -0.1703475 
## Iteration 4 lambda =  -0.2539437 
## Iteration 5 lambda =  -0.2957418 
## Iteration 6 lambda =  -0.3166409 
## Iteration 7 lambda =  -0.3270904 
## Iteration 8 lambda =  -0.3323152 
## Iteration 9 lambda =  -0.3349276 
## Iteration 10 lambda =  -0.3362338 
## Iteration 11 lambda =  -0.3368869 
## Iteration 12 lambda =  -0.3372134 
## Iteration 13 lambda =  -0.3373767 
## Iteration 14 lambda =  -0.3374583 
## Iteration 15 lambda =  -0.3374991 
## Iteration 16 lambda =  -0.3375196 
## Iteration 17 lambda =  -0.3375298 
## Iteration 18 lambda =  -0.3375349 
## Iteration 19 lambda =  -0.3375374 
## Iteration 20 lambda =  -0.3375387 
## Iteration 21 lambda =  -0.3375393 
## Iteration 22 lambda =  -0.3375396 
## Iteration 23 lambda =  -0.3375398 
## Iteration 24 lambda =  -0.3375399 
## Iteration 1 lambda =  0.2779881 
## Iteration 2 lambda =  -0.08301782 
## Iteration 3 lambda =  -0.2635208 
## Iteration 4 lambda =  -0.3537723 
## Iteration 5 lambda =  -0.398898 
## Iteration 6 lambda =  -0.4214609 
## Iteration 7 lambda =  -0.4327423 
## Iteration 8 lambda =  -0.438383 
## Iteration 9 lambda =  -0.4412034 
## Iteration 10 lambda =  -0.4426136 
## Iteration 11 lambda =  -0.4433187 
## Iteration 12 lambda =  -0.4436712 
## Iteration 13 lambda =  -0.4438475 
## Iteration 14 lambda =  -0.4439356 
## Iteration 15 lambda =  -0.4439797 
## Iteration 16 lambda =  -0.4440017 
## Iteration 17 lambda =  -0.4440127 
## Iteration 18 lambda =  -0.4440183 
## Iteration 19 lambda =  -0.444021 
## Iteration 20 lambda =  -0.4440224 
## Iteration 21 lambda =  -0.4440231 
## Iteration 22 lambda =  -0.4440234 
## Iteration 23 lambda =  -0.4440236 
## Iteration 24 lambda =  -0.4440237 
## Iteration 1 lambda =  0.3609536 
## Iteration 2 lambda =  0.04143033 
## Iteration 3 lambda =  -0.1183313 
## Iteration 4 lambda =  -0.1982121 
## Iteration 5 lambda =  -0.2381525 
## Iteration 6 lambda =  -0.2581227 
## Iteration 7 lambda =  -0.2681078 
## Iteration 8 lambda =  -0.2731003 
## Iteration 9 lambda =  -0.2755966 
## Iteration 10 lambda =  -0.2768448 
## Iteration 11 lambda =  -0.2774688 
## Iteration 12 lambda =  -0.2777809 
## Iteration 13 lambda =  -0.2779369 
## Iteration 14 lambda =  -0.2780149 
## Iteration 15 lambda =  -0.2780539 
## Iteration 16 lambda =  -0.2780734 
## Iteration 17 lambda =  -0.2780831 
## Iteration 18 lambda =  -0.278088 
## Iteration 19 lambda =  -0.2780905 
## Iteration 20 lambda =  -0.2780917 
## Iteration 21 lambda =  -0.2780923 
## Iteration 22 lambda =  -0.2780926 
## Iteration 23 lambda =  -0.2780927 
## Iteration 24 lambda =  -0.2780928 
## Iteration 1 lambda =  0.3387887 
## Iteration 2 lambda =  0.008183036 
## Iteration 3 lambda =  -0.1571198 
## Iteration 4 lambda =  -0.2397712 
## Iteration 5 lambda =  -0.2810969 
## Iteration 6 lambda =  -0.3017598 
## Iteration 7 lambda =  -0.3120912 
## Iteration 8 lambda =  -0.3172569 
## Iteration 9 lambda =  -0.3198398 
## Iteration 10 lambda =  -0.3211312 
## Iteration 11 lambda =  -0.3217769 
## Iteration 12 lambda =  -0.3220998 
## Iteration 13 lambda =  -0.3222612 
## Iteration 14 lambda =  -0.3223419 
## Iteration 15 lambda =  -0.3223823 
## Iteration 16 lambda =  -0.3224024 
## Iteration 17 lambda =  -0.3224125 
## Iteration 18 lambda =  -0.3224176 
## Iteration 19 lambda =  -0.3224201 
## Iteration 20 lambda =  -0.3224214 
## Iteration 21 lambda =  -0.322422 
## Iteration 22 lambda =  -0.3224223 
## Iteration 23 lambda =  -0.3224225 
## Iteration 24 lambda =  -0.3224225 
## Iteration 1 lambda =  0.2946535 
## Iteration 2 lambda =  -0.05801978 
## Iteration 3 lambda =  -0.2343564 
## Iteration 4 lambda =  -0.3225247 
## Iteration 5 lambda =  -0.3666089 
## Iteration 6 lambda =  -0.388651 
## Iteration 7 lambda =  -0.399672 
## Iteration 8 lambda =  -0.4051825 
## Iteration 9 lambda =  -0.4079378 
## Iteration 10 lambda =  -0.4093154 
## Iteration 11 lambda =  -0.4100042 
## Iteration 12 lambda =  -0.4103486 
## Iteration 13 lambda =  -0.4105208 
## Iteration 14 lambda =  -0.4106069 
## Iteration 15 lambda =  -0.41065 
## Iteration 16 lambda =  -0.4106715 
## Iteration 17 lambda =  -0.4106823 
## Iteration 18 lambda =  -0.4106877 
## Iteration 19 lambda =  -0.4106903 
## Iteration 20 lambda =  -0.4106917 
## Iteration 21 lambda =  -0.4106924 
## Iteration 22 lambda =  -0.4106927 
## Iteration 23 lambda =  -0.4106929 
## Iteration 24 lambda =  -0.410693 
## Iteration 1 lambda =  0.328331 
## Iteration 2 lambda =  -0.007503498 
## Iteration 3 lambda =  -0.1754207 
## Iteration 4 lambda =  -0.2593794 
## Iteration 5 lambda =  -0.3013587 
## Iteration 6 lambda =  -0.3223483 
## Iteration 7 lambda =  -0.3328432 
## Iteration 8 lambda =  -0.3380906 
## Iteration 9 lambda =  -0.3407143 
## Iteration 10 lambda =  -0.3420261 
## Iteration 11 lambda =  -0.3426821 
## Iteration 12 lambda =  -0.34301 
## Iteration 13 lambda =  -0.343174 
## Iteration 14 lambda =  -0.343256 
## Iteration 15 lambda =  -0.343297 
## Iteration 16 lambda =  -0.3433175 
## Iteration 17 lambda =  -0.3433277 
## Iteration 18 lambda =  -0.3433329 
## Iteration 19 lambda =  -0.3433354 
## Iteration 20 lambda =  -0.3433367 
## Iteration 21 lambda =  -0.3433374 
## Iteration 22 lambda =  -0.3433377 
## Iteration 23 lambda =  -0.3433378 
## Iteration 24 lambda =  -0.3433379 
## Iteration 1 lambda =  0.2978399 
## Iteration 2 lambda =  -0.05324022 
## Iteration 3 lambda =  -0.2287803 
## Iteration 4 lambda =  -0.3165503 
## Iteration 5 lambda =  -0.3604353 
## Iteration 6 lambda =  -0.3823778 
## Iteration 7 lambda =  -0.393349 
## Iteration 8 lambda =  -0.3988347 
## Iteration 9 lambda =  -0.4015775 
## Iteration 10 lambda =  -0.4029489 
## Iteration 11 lambda =  -0.4036346 
## Iteration 12 lambda =  -0.4039774 
## Iteration 13 lambda =  -0.4041489 
## Iteration 14 lambda =  -0.4042346 
## Iteration 15 lambda =  -0.4042774 
## Iteration 16 lambda =  -0.4042989 
## Iteration 17 lambda =  -0.4043096 
## Iteration 18 lambda =  -0.4043149 
## Iteration 19 lambda =  -0.4043176 
## Iteration 20 lambda =  -0.404319 
## Iteration 21 lambda =  -0.4043196 
## Iteration 22 lambda =  -0.40432 
## Iteration 23 lambda =  -0.4043201 
## Iteration 24 lambda =  -0.4043202 
## Iteration 1 lambda =  0.2986588 
## Iteration 2 lambda =  -0.05201176 
## Iteration 3 lambda =  -0.2273471 
## Iteration 4 lambda =  -0.3150147 
## Iteration 5 lambda =  -0.3588485 
## Iteration 6 lambda =  -0.3807654 
## Iteration 7 lambda =  -0.3917239 
## Iteration 8 lambda =  -0.3972031 
## Iteration 9 lambda =  -0.3999427 
## Iteration 10 lambda =  -0.4013125 
## Iteration 11 lambda =  -0.4019974 
## Iteration 12 lambda =  -0.4023399 
## Iteration 13 lambda =  -0.4025111 
## Iteration 14 lambda =  -0.4025967 
## Iteration 15 lambda =  -0.4026395 
## Iteration 16 lambda =  -0.4026609 
## Iteration 17 lambda =  -0.4026717 
## Iteration 18 lambda =  -0.402677 
## Iteration 19 lambda =  -0.4026797 
## Iteration 20 lambda =  -0.402681 
## Iteration 21 lambda =  -0.4026817 
## Iteration 22 lambda =  -0.402682 
## Iteration 23 lambda =  -0.4026822 
## Iteration 24 lambda =  -0.4026823 
## Iteration 1 lambda =  0.3140078 
## Iteration 2 lambda =  -0.02898831 
## Iteration 3 lambda =  -0.2004864 
## Iteration 4 lambda =  -0.2862354 
## Iteration 5 lambda =  -0.3291099 
## Iteration 6 lambda =  -0.3505472 
## Iteration 7 lambda =  -0.3612658 
## Iteration 8 lambda =  -0.3666251 
## Iteration 9 lambda =  -0.3693048 
## Iteration 10 lambda =  -0.3706446 
## Iteration 11 lambda =  -0.3713145 
## Iteration 12 lambda =  -0.3716495 
## Iteration 13 lambda =  -0.3718169 
## Iteration 14 lambda =  -0.3719007 
## Iteration 15 lambda =  -0.3719425 
## Iteration 16 lambda =  -0.3719635 
## Iteration 17 lambda =  -0.3719739 
## Iteration 18 lambda =  -0.3719792 
## Iteration 19 lambda =  -0.3719818 
## Iteration 20 lambda =  -0.3719831 
## Iteration 21 lambda =  -0.3719838 
## Iteration 22 lambda =  -0.3719841 
## Iteration 23 lambda =  -0.3719843 
## Iteration 24 lambda =  -0.3719843 
## Iteration 1 lambda =  0.2579517 
## Iteration 2 lambda =  -0.1130724 
## Iteration 3 lambda =  -0.2985845 
## Iteration 4 lambda =  -0.3913405 
## Iteration 5 lambda =  -0.4377185 
## Iteration 6 lambda =  -0.4609075 
## Iteration 7 lambda =  -0.4725021 
## Iteration 8 lambda =  -0.4782993 
## Iteration 9 lambda =  -0.4811979 
## Iteration 10 lambda =  -0.4826472 
## Iteration 11 lambda =  -0.4833719 
## Iteration 12 lambda =  -0.4837342 
## Iteration 13 lambda =  -0.4839154 
## Iteration 14 lambda =  -0.484006 
## Iteration 15 lambda =  -0.4840513 
## Iteration 16 lambda =  -0.4840739 
## Iteration 17 lambda =  -0.4840852 
## Iteration 18 lambda =  -0.4840909 
## Iteration 19 lambda =  -0.4840937 
## Iteration 20 lambda =  -0.4840951 
## Iteration 21 lambda =  -0.4840959 
## Iteration 22 lambda =  -0.4840962 
## Iteration 23 lambda =  -0.4840964 
## Iteration 24 lambda =  -0.4840965 
## Iteration 1 lambda =  0.3301141 
## Iteration 2 lambda =  -0.004828813 
## Iteration 3 lambda =  -0.1723003 
## Iteration 4 lambda =  -0.256036 
## Iteration 5 lambda =  -0.2979039 
## Iteration 6 lambda =  -0.3188378 
## Iteration 7 lambda =  -0.3293048 
## Iteration 8 lambda =  -0.3345383 
## Iteration 9 lambda =  -0.337155 
## Iteration 10 lambda =  -0.3384634 
## Iteration 11 lambda =  -0.3391176 
## Iteration 12 lambda =  -0.3394447 
## Iteration 13 lambda =  -0.3396082 
## Iteration 14 lambda =  -0.33969 
## Iteration 15 lambda =  -0.3397309 
## Iteration 16 lambda =  -0.3397513 
## Iteration 17 lambda =  -0.3397615 
## Iteration 18 lambda =  -0.3397666 
## Iteration 19 lambda =  -0.3397692 
## Iteration 20 lambda =  -0.3397705 
## Iteration 21 lambda =  -0.3397711 
## Iteration 22 lambda =  -0.3397714 
## Iteration 23 lambda =  -0.3397716 
## Iteration 24 lambda =  -0.3397717 
## Iteration 1 lambda =  0.2680036 
## Iteration 2 lambda =  -0.09799464 
## Iteration 3 lambda =  -0.2809937 
## Iteration 4 lambda =  -0.3724933 
## Iteration 5 lambda =  -0.4182431 
## Iteration 6 lambda =  -0.441118 
## Iteration 7 lambda =  -0.4525554 
## Iteration 8 lambda =  -0.4582741 
## Iteration 9 lambda =  -0.4611335 
## Iteration 10 lambda =  -0.4625632 
## Iteration 11 lambda =  -0.463278 
## Iteration 12 lambda =  -0.4636354 
## Iteration 13 lambda =  -0.4638141 
## Iteration 14 lambda =  -0.4639035 
## Iteration 15 lambda =  -0.4639482 
## Iteration 16 lambda =  -0.4639705 
## Iteration 17 lambda =  -0.4639817 
## Iteration 18 lambda =  -0.4639873 
## Iteration 19 lambda =  -0.4639901 
## Iteration 20 lambda =  -0.4639915 
## Iteration 21 lambda =  -0.4639922 
## Iteration 22 lambda =  -0.4639925 
## Iteration 23 lambda =  -0.4639927 
## Iteration 24 lambda =  -0.4639928 
## Iteration 1 lambda =  0.3717527 
## Iteration 2 lambda =  0.057629 
## Iteration 3 lambda =  -0.09943283 
## Iteration 4 lambda =  -0.1779637 
## Iteration 5 lambda =  -0.2172292 
## Iteration 6 lambda =  -0.2368619 
## Iteration 7 lambda =  -0.2466783 
## Iteration 8 lambda =  -0.2515865 
## Iteration 9 lambda =  -0.2540406 
## Iteration 10 lambda =  -0.2552676 
## Iteration 11 lambda =  -0.2558811 
## Iteration 12 lambda =  -0.2561879 
## Iteration 13 lambda =  -0.2563413 
## Iteration 14 lambda =  -0.256418 
## Iteration 15 lambda =  -0.2564563 
## Iteration 16 lambda =  -0.2564755 
## Iteration 17 lambda =  -0.2564851 
## Iteration 18 lambda =  -0.2564899 
## Iteration 19 lambda =  -0.2564923 
## Iteration 20 lambda =  -0.2564935 
## Iteration 21 lambda =  -0.2564941 
## Iteration 22 lambda =  -0.2564944 
## Iteration 23 lambda =  -0.2564945 
## Iteration 24 lambda =  -0.2564946 
## Iteration 1 lambda =  0.3323445 
## Iteration 2 lambda =  -0.001483276 
## Iteration 3 lambda =  -0.1683972 
## Iteration 4 lambda =  -0.2518541 
## Iteration 5 lambda =  -0.2935826 
## Iteration 6 lambda =  -0.3144468 
## Iteration 7 lambda =  -0.3248789 
## Iteration 8 lambda =  -0.330095 
## Iteration 9 lambda =  -0.332703 
## Iteration 10 lambda =  -0.334007 
## Iteration 11 lambda =  -0.334659 
## Iteration 12 lambda =  -0.334985 
## Iteration 13 lambda =  -0.335148 
## Iteration 14 lambda =  -0.3352295 
## Iteration 15 lambda =  -0.3352703 
## Iteration 16 lambda =  -0.3352907 
## Iteration 17 lambda =  -0.3353008 
## Iteration 18 lambda =  -0.3353059 
## Iteration 19 lambda =  -0.3353085 
## Iteration 20 lambda =  -0.3353098 
## Iteration 21 lambda =  -0.3353104 
## Iteration 22 lambda =  -0.3353107 
## Iteration 23 lambda =  -0.3353109 
## Iteration 24 lambda =  -0.335311 
## Iteration 1 lambda =  0.2804342 
## Iteration 2 lambda =  -0.0793487 
## Iteration 3 lambda =  -0.2592402 
## Iteration 4 lambda =  -0.3491859 
## Iteration 5 lambda =  -0.3941587 
## Iteration 6 lambda =  -0.4166452 
## Iteration 7 lambda =  -0.4278884 
## Iteration 8 lambda =  -0.43351 
## Iteration 9 lambda =  -0.4363208 
## Iteration 10 lambda =  -0.4377262 
## Iteration 11 lambda =  -0.4384289 
## Iteration 12 lambda =  -0.4387803 
## Iteration 13 lambda =  -0.4389559 
## Iteration 14 lambda =  -0.4390438 
## Iteration 15 lambda =  -0.4390877 
## Iteration 16 lambda =  -0.4391096 
## Iteration 17 lambda =  -0.4391206 
## Iteration 18 lambda =  -0.4391261 
## Iteration 19 lambda =  -0.4391289 
## Iteration 20 lambda =  -0.4391302 
## Iteration 21 lambda =  -0.4391309 
## Iteration 22 lambda =  -0.4391313 
## Iteration 23 lambda =  -0.4391314 
## Iteration 24 lambda =  -0.4391315 
## Iteration 1 lambda =  0.330318 
## Iteration 2 lambda =  -0.004523036 
## Iteration 3 lambda =  -0.1719435 
## Iteration 4 lambda =  -0.2556538 
## Iteration 5 lambda =  -0.2975089 
## Iteration 6 lambda =  -0.3184365 
## Iteration 7 lambda =  -0.3289003 
## Iteration 8 lambda =  -0.3341322 
## Iteration 9 lambda =  -0.3367481 
## Iteration 10 lambda =  -0.3380561 
## Iteration 11 lambda =  -0.3387101 
## Iteration 12 lambda =  -0.3390371 
## Iteration 13 lambda =  -0.3392006 
## Iteration 14 lambda =  -0.3392823 
## Iteration 15 lambda =  -0.3393232 
## Iteration 16 lambda =  -0.3393436 
## Iteration 17 lambda =  -0.3393538 
## Iteration 18 lambda =  -0.3393589 
## Iteration 19 lambda =  -0.3393615 
## Iteration 20 lambda =  -0.3393628 
## Iteration 21 lambda =  -0.3393634 
## Iteration 22 lambda =  -0.3393637 
## Iteration 23 lambda =  -0.3393639 
## Iteration 24 lambda =  -0.339364 
## Iteration 1 lambda =  0.3076925 
## Iteration 2 lambda =  -0.03846128 
## Iteration 3 lambda =  -0.2115382 
## Iteration 4 lambda =  -0.2980766 
## Iteration 5 lambda =  -0.3413458 
## Iteration 6 lambda =  -0.3629804 
## Iteration 7 lambda =  -0.3737977 
## Iteration 8 lambda =  -0.3792064 
## Iteration 9 lambda =  -0.3819107 
## Iteration 10 lambda =  -0.3832629 
## Iteration 11 lambda =  -0.383939 
## Iteration 12 lambda =  -0.384277 
## Iteration 13 lambda =  -0.384446 
## Iteration 14 lambda =  -0.3845305 
## Iteration 15 lambda =  -0.3845728 
## Iteration 16 lambda =  -0.3845939 
## Iteration 17 lambda =  -0.3846045 
## Iteration 18 lambda =  -0.3846098 
## Iteration 19 lambda =  -0.3846124 
## Iteration 20 lambda =  -0.3846137 
## Iteration 21 lambda =  -0.3846144 
## Iteration 22 lambda =  -0.3846147 
## Iteration 23 lambda =  -0.3846149 
## Iteration 24 lambda =  -0.384615 
## Iteration 1 lambda =  0.3888005 
## Iteration 2 lambda =  0.08320075 
## Iteration 3 lambda =  -0.06959913 
## Iteration 4 lambda =  -0.1459991 
## Iteration 5 lambda =  -0.184199 
## Iteration 6 lambda =  -0.203299 
## Iteration 7 lambda =  -0.212849 
## Iteration 8 lambda =  -0.217624 
## Iteration 9 lambda =  -0.2200115 
## Iteration 10 lambda =  -0.2212053 
## Iteration 11 lambda =  -0.2218021 
## Iteration 12 lambda =  -0.2221006 
## Iteration 13 lambda =  -0.2222498 
## Iteration 14 lambda =  -0.2223244 
## Iteration 15 lambda =  -0.2223617 
## Iteration 16 lambda =  -0.2223804 
## Iteration 17 lambda =  -0.2223897 
## Iteration 18 lambda =  -0.2223943 
## Iteration 19 lambda =  -0.2223967 
## Iteration 20 lambda =  -0.2223978 
## Iteration 21 lambda =  -0.2223984 
## Iteration 22 lambda =  -0.2223987 
## Iteration 23 lambda =  -0.2223989 
## Iteration 24 lambda =  -0.2223989 
## Iteration 1 lambda =  0.3973344 
## Iteration 2 lambda =  0.09600157 
## Iteration 3 lambda =  -0.05466484 
## Iteration 4 lambda =  -0.129998 
## Iteration 5 lambda =  -0.1676646 
## Iteration 6 lambda =  -0.1864979 
## Iteration 7 lambda =  -0.1959146 
## Iteration 8 lambda =  -0.2006229 
## Iteration 9 lambda =  -0.2029771 
## Iteration 10 lambda =  -0.2041542 
## Iteration 11 lambda =  -0.2047427 
## Iteration 12 lambda =  -0.205037 
## Iteration 13 lambda =  -0.2051841 
## Iteration 14 lambda =  -0.2052577 
## Iteration 15 lambda =  -0.2052945 
## Iteration 16 lambda =  -0.2053129 
## Iteration 17 lambda =  -0.2053221 
## Iteration 18 lambda =  -0.2053266 
## Iteration 19 lambda =  -0.2053289 
## Iteration 20 lambda =  -0.2053301 
## Iteration 21 lambda =  -0.2053307 
## Iteration 22 lambda =  -0.205331 
## Iteration 23 lambda =  -0.2053311 
## Iteration 24 lambda =  -0.2053312 
## Iteration 1 lambda =  0.3358174 
## Iteration 2 lambda =  0.003726064 
## Iteration 3 lambda =  -0.1623196 
## Iteration 4 lambda =  -0.2453424 
## Iteration 5 lambda =  -0.2868538 
## Iteration 6 lambda =  -0.3076095 
## Iteration 7 lambda =  -0.3179874 
## Iteration 8 lambda =  -0.3231763 
## Iteration 9 lambda =  -0.3257708 
## Iteration 10 lambda =  -0.327068 
## Iteration 11 lambda =  -0.3277166 
## Iteration 12 lambda =  -0.3280409 
## Iteration 13 lambda =  -0.3282031 
## Iteration 14 lambda =  -0.3282842 
## Iteration 15 lambda =  -0.3283247 
## Iteration 16 lambda =  -0.328345 
## Iteration 17 lambda =  -0.3283551 
## Iteration 18 lambda =  -0.3283602 
## Iteration 19 lambda =  -0.3283627 
## Iteration 20 lambda =  -0.328364 
## Iteration 21 lambda =  -0.3283646 
## Iteration 22 lambda =  -0.3283649 
## Iteration 23 lambda =  -0.3283651 
## Iteration 24 lambda =  -0.3283652 
## Iteration 1 lambda =  0.1997633 
## Iteration 2 lambda =  -0.2003551 
## Iteration 3 lambda =  -0.4004143 
## Iteration 4 lambda =  -0.5004439 
## Iteration 5 lambda =  -0.5504587 
## Iteration 6 lambda =  -0.575466 
## Iteration 7 lambda =  -0.5879697 
## Iteration 8 lambda =  -0.5942216 
## Iteration 9 lambda =  -0.5973475 
## Iteration 10 lambda =  -0.5989105 
## Iteration 11 lambda =  -0.599692 
## Iteration 12 lambda =  -0.6000827 
## Iteration 13 lambda =  -0.6002781 
## Iteration 14 lambda =  -0.6003758 
## Iteration 15 lambda =  -0.6004246 
## Iteration 16 lambda =  -0.600449 
## Iteration 17 lambda =  -0.6004612 
## Iteration 18 lambda =  -0.6004673 
## Iteration 19 lambda =  -0.6004704 
## Iteration 20 lambda =  -0.6004719 
## Iteration 21 lambda =  -0.6004727 
## Iteration 22 lambda =  -0.6004731 
## Iteration 23 lambda =  -0.6004733 
## Iteration 24 lambda =  -0.6004734 
## Iteration 1 lambda =  0.2765728 
## Iteration 2 lambda =  -0.08514073 
## Iteration 3 lambda =  -0.2659975 
## Iteration 4 lambda =  -0.3564259 
## Iteration 5 lambda =  -0.4016401 
## Iteration 6 lambda =  -0.4242472 
## Iteration 7 lambda =  -0.4355508 
## Iteration 8 lambda =  -0.4412025 
## Iteration 9 lambda =  -0.4440284 
## Iteration 10 lambda =  -0.4454414 
## Iteration 11 lambda =  -0.4461478 
## Iteration 12 lambda =  -0.4465011 
## Iteration 13 lambda =  -0.4466777 
## Iteration 14 lambda =  -0.446766 
## Iteration 15 lambda =  -0.4468102 
## Iteration 16 lambda =  -0.4468322 
## Iteration 17 lambda =  -0.4468433 
## Iteration 18 lambda =  -0.4468488 
## Iteration 19 lambda =  -0.4468516 
## Iteration 20 lambda =  -0.4468529 
## Iteration 21 lambda =  -0.4468536 
## Iteration 22 lambda =  -0.446854 
## Iteration 23 lambda =  -0.4468541 
## Iteration 24 lambda =  -0.4468542 
## Iteration 1 lambda =  0.246234 
## Iteration 2 lambda =  -0.130649 
## Iteration 3 lambda =  -0.3190905 
## Iteration 4 lambda =  -0.4133113 
## Iteration 5 lambda =  -0.4604217 
## Iteration 6 lambda =  -0.4839769 
## Iteration 7 lambda =  -0.4957545 
## Iteration 8 lambda =  -0.5016433 
## Iteration 9 lambda =  -0.5045877 
## Iteration 10 lambda =  -0.5060598 
## Iteration 11 lambda =  -0.5067959 
## Iteration 12 lambda =  -0.507164 
## Iteration 13 lambda =  -0.507348 
## Iteration 14 lambda =  -0.50744 
## Iteration 15 lambda =  -0.507486 
## Iteration 16 lambda =  -0.507509 
## Iteration 17 lambda =  -0.5075205 
## Iteration 18 lambda =  -0.5075263 
## Iteration 19 lambda =  -0.5075292 
## Iteration 20 lambda =  -0.5075306 
## Iteration 21 lambda =  -0.5075313 
## Iteration 22 lambda =  -0.5075317 
## Iteration 23 lambda =  -0.5075319 
## Iteration 24 lambda =  -0.507532 
## Iteration 1 lambda =  0.3603728 
## Iteration 2 lambda =  0.04055924 
## Iteration 3 lambda =  -0.1193476 
## Iteration 4 lambda =  -0.199301 
## Iteration 5 lambda =  -0.2392777 
## Iteration 6 lambda =  -0.259266 
## Iteration 7 lambda =  -0.2692602 
## Iteration 8 lambda =  -0.2742573 
## Iteration 9 lambda =  -0.2767558 
## Iteration 10 lambda =  -0.2780051 
## Iteration 11 lambda =  -0.2786297 
## Iteration 12 lambda =  -0.278942 
## Iteration 13 lambda =  -0.2790982 
## Iteration 14 lambda =  -0.2791763 
## Iteration 15 lambda =  -0.2792153 
## Iteration 16 lambda =  -0.2792348 
## Iteration 17 lambda =  -0.2792446 
## Iteration 18 lambda =  -0.2792495 
## Iteration 19 lambda =  -0.2792519 
## Iteration 20 lambda =  -0.2792531 
## Iteration 21 lambda =  -0.2792537 
## Iteration 22 lambda =  -0.279254 
## Iteration 23 lambda =  -0.2792542 
## Iteration 24 lambda =  -0.2792543 
## Iteration 1 lambda =  0.2936794 
## Iteration 2 lambda =  -0.05948092 
## Iteration 3 lambda =  -0.2360611 
## Iteration 4 lambda =  -0.3243511 
## Iteration 5 lambda =  -0.3684962 
## Iteration 6 lambda =  -0.3905687 
## Iteration 7 lambda =  -0.401605 
## Iteration 8 lambda =  -0.4071231 
## Iteration 9 lambda =  -0.4098822 
## Iteration 10 lambda =  -0.4112617 
## Iteration 11 lambda =  -0.4119515 
## Iteration 12 lambda =  -0.4122963 
## Iteration 13 lambda =  -0.4124688 
## Iteration 14 lambda =  -0.412555 
## Iteration 15 lambda =  -0.4125981 
## Iteration 16 lambda =  -0.4126197 
## Iteration 17 lambda =  -0.4126304 
## Iteration 18 lambda =  -0.4126358 
## Iteration 19 lambda =  -0.4126385 
## Iteration 20 lambda =  -0.4126399 
## Iteration 21 lambda =  -0.4126405 
## Iteration 22 lambda =  -0.4126409 
## Iteration 23 lambda =  -0.4126411 
## Iteration 24 lambda =  -0.4126411 
## Iteration 1 lambda =  0.2039279 
## Iteration 2 lambda =  -0.1941081 
## Iteration 3 lambda =  -0.3931262 
## Iteration 4 lambda =  -0.4926352 
## Iteration 5 lambda =  -0.5423897 
## Iteration 6 lambda =  -0.5672669 
## Iteration 7 lambda =  -0.5797055 
## Iteration 8 lambda =  -0.5859249 
## Iteration 9 lambda =  -0.5890345 
## Iteration 10 lambda =  -0.5905893 
## Iteration 11 lambda =  -0.5913668 
## Iteration 12 lambda =  -0.5917555 
## Iteration 13 lambda =  -0.5919498 
## Iteration 14 lambda =  -0.592047 
## Iteration 15 lambda =  -0.5920956 
## Iteration 16 lambda =  -0.5921199 
## Iteration 17 lambda =  -0.592132 
## Iteration 18 lambda =  -0.5921381 
## Iteration 19 lambda =  -0.5921411 
## Iteration 20 lambda =  -0.5921427 
## Iteration 21 lambda =  -0.5921434 
## Iteration 22 lambda =  -0.5921438 
## Iteration 23 lambda =  -0.592144 
## Iteration 24 lambda =  -0.5921441 
## Iteration 1 lambda =  0.3563821 
## Iteration 2 lambda =  0.03457309 
## Iteration 3 lambda =  -0.1263314 
## Iteration 4 lambda =  -0.2067836 
## Iteration 5 lambda =  -0.2470098 
## Iteration 6 lambda =  -0.2671228 
## Iteration 7 lambda =  -0.2771794 
## Iteration 8 lambda =  -0.2822076 
## Iteration 9 lambda =  -0.2847218 
## Iteration 10 lambda =  -0.2859788 
## Iteration 11 lambda =  -0.2866074 
## Iteration 12 lambda =  -0.2869216 
## Iteration 13 lambda =  -0.2870788 
## Iteration 14 lambda =  -0.2871573 
## Iteration 15 lambda =  -0.2871966 
## Iteration 16 lambda =  -0.2872162 
## Iteration 17 lambda =  -0.2872261 
## Iteration 18 lambda =  -0.287231 
## Iteration 19 lambda =  -0.2872334 
## Iteration 20 lambda =  -0.2872347 
## Iteration 21 lambda =  -0.2872353 
## Iteration 22 lambda =  -0.2872356 
## Iteration 23 lambda =  -0.2872357 
## Iteration 24 lambda =  -0.2872358 
## Iteration 1 lambda =  0.300803 
## Iteration 2 lambda =  -0.04879557 
## Iteration 3 lambda =  -0.2235948 
## Iteration 4 lambda =  -0.3109945 
## Iteration 5 lambda =  -0.3546943 
## Iteration 6 lambda =  -0.3765442 
## Iteration 7 lambda =  -0.3874691 
## Iteration 8 lambda =  -0.3929316 
## Iteration 9 lambda =  -0.3956628 
## Iteration 10 lambda =  -0.3970285 
## Iteration 11 lambda =  -0.3977113 
## Iteration 12 lambda =  -0.3980527 
## Iteration 13 lambda =  -0.3982234 
## Iteration 14 lambda =  -0.3983087 
## Iteration 15 lambda =  -0.3983514 
## Iteration 16 lambda =  -0.3983727 
## Iteration 17 lambda =  -0.3983834 
## Iteration 18 lambda =  -0.3983888 
## Iteration 19 lambda =  -0.3983914 
## Iteration 20 lambda =  -0.3983928 
## Iteration 21 lambda =  -0.3983934 
## Iteration 22 lambda =  -0.3983938 
## Iteration 23 lambda =  -0.3983939 
## Iteration 24 lambda =  -0.398394 
## Iteration 1 lambda =  0.3654201 
## Iteration 2 lambda =  0.04813022 
## Iteration 3 lambda =  -0.1105147 
## Iteration 4 lambda =  -0.1898372 
## Iteration 5 lambda =  -0.2294985 
## Iteration 6 lambda =  -0.2493291 
## Iteration 7 lambda =  -0.2592444 
## Iteration 8 lambda =  -0.2642021 
## Iteration 9 lambda =  -0.2666809 
## Iteration 10 lambda =  -0.2679203 
## Iteration 11 lambda =  -0.26854 
## Iteration 12 lambda =  -0.2688499 
## Iteration 13 lambda =  -0.2690048 
## Iteration 14 lambda =  -0.2690822 
## Iteration 15 lambda =  -0.269121 
## Iteration 16 lambda =  -0.2691403 
## Iteration 17 lambda =  -0.26915 
## Iteration 18 lambda =  -0.2691549 
## Iteration 19 lambda =  -0.2691573 
## Iteration 20 lambda =  -0.2691585 
## Iteration 21 lambda =  -0.2691591 
## Iteration 22 lambda =  -0.2691594 
## Iteration 23 lambda =  -0.2691596 
## Iteration 24 lambda =  -0.2691596 
## Iteration 1 lambda =  0.3349334 
## Iteration 2 lambda =  0.002400114 
## Iteration 3 lambda =  -0.1638665 
## Iteration 4 lambda =  -0.2469999 
## Iteration 5 lambda =  -0.2885665 
## Iteration 6 lambda =  -0.3093499 
## Iteration 7 lambda =  -0.3197415 
## Iteration 8 lambda =  -0.3249373 
## Iteration 9 lambda =  -0.3275353 
## Iteration 10 lambda =  -0.3288342 
## Iteration 11 lambda =  -0.3294837 
## Iteration 12 lambda =  -0.3298084 
## Iteration 13 lambda =  -0.3299708 
## Iteration 14 lambda =  -0.330052 
## Iteration 15 lambda =  -0.3300926 
## Iteration 16 lambda =  -0.3301129 
## Iteration 17 lambda =  -0.330123 
## Iteration 18 lambda =  -0.3301281 
## Iteration 19 lambda =  -0.3301306 
## Iteration 20 lambda =  -0.3301319 
## Iteration 21 lambda =  -0.3301325 
## Iteration 22 lambda =  -0.3301329 
## Iteration 23 lambda =  -0.330133 
## Iteration 24 lambda =  -0.3301331 
## Iteration 1 lambda =  0.3669673 
## Iteration 2 lambda =  0.0504509 
## Iteration 3 lambda =  -0.1078073 
## Iteration 4 lambda =  -0.1869364 
## Iteration 5 lambda =  -0.2265009 
## Iteration 6 lambda =  -0.2462832 
## Iteration 7 lambda =  -0.2561743 
## Iteration 8 lambda =  -0.2611199 
## Iteration 9 lambda =  -0.2635927 
## Iteration 10 lambda =  -0.2648291 
## Iteration 11 lambda =  -0.2654473 
## Iteration 12 lambda =  -0.2657564 
## Iteration 13 lambda =  -0.2659109 
## Iteration 14 lambda =  -0.2659882 
## Iteration 15 lambda =  -0.2660268 
## Iteration 16 lambda =  -0.2660461 
## Iteration 17 lambda =  -0.2660558 
## Iteration 18 lambda =  -0.2660606 
## Iteration 19 lambda =  -0.2660631 
## Iteration 20 lambda =  -0.2660643 
## Iteration 21 lambda =  -0.2660649 
## Iteration 22 lambda =  -0.2660652 
## Iteration 23 lambda =  -0.2660653 
## Iteration 24 lambda =  -0.2660654 
## Iteration 1 lambda =  0.3352474 
## Iteration 2 lambda =  0.002871139 
## Iteration 3 lambda =  -0.163317 
## Iteration 4 lambda =  -0.2464111 
## Iteration 5 lambda =  -0.2879581 
## Iteration 6 lambda =  -0.3087316 
## Iteration 7 lambda =  -0.3191184 
## Iteration 8 lambda =  -0.3243118 
## Iteration 9 lambda =  -0.3269085 
## Iteration 10 lambda =  -0.3282068 
## Iteration 11 lambda =  -0.328856 
## Iteration 12 lambda =  -0.3291806 
## Iteration 13 lambda =  -0.3293429 
## Iteration 14 lambda =  -0.329424 
## Iteration 15 lambda =  -0.3294646 
## Iteration 16 lambda =  -0.3294849 
## Iteration 17 lambda =  -0.329495 
## Iteration 18 lambda =  -0.3295001 
## Iteration 19 lambda =  -0.3295026 
## Iteration 20 lambda =  -0.3295039 
## Iteration 21 lambda =  -0.3295045 
## Iteration 22 lambda =  -0.3295048 
## Iteration 23 lambda =  -0.329505 
## Iteration 24 lambda =  -0.3295051 
## Iteration 1 lambda =  0.3555137 
## Iteration 2 lambda =  0.03327049 
## Iteration 3 lambda =  -0.1278511 
## Iteration 4 lambda =  -0.2084119 
## Iteration 5 lambda =  -0.2486923 
## Iteration 6 lambda =  -0.2688325 
## Iteration 7 lambda =  -0.2789026 
## Iteration 8 lambda =  -0.2839376 
## Iteration 9 lambda =  -0.2864552 
## Iteration 10 lambda =  -0.2877139 
## Iteration 11 lambda =  -0.2883433 
## Iteration 12 lambda =  -0.288658 
## Iteration 13 lambda =  -0.2888153 
## Iteration 14 lambda =  -0.288894 
## Iteration 15 lambda =  -0.2889333 
## Iteration 16 lambda =  -0.288953 
## Iteration 17 lambda =  -0.2889628 
## Iteration 18 lambda =  -0.2889678 
## Iteration 19 lambda =  -0.2889702 
## Iteration 20 lambda =  -0.2889715 
## Iteration 21 lambda =  -0.2889721 
## Iteration 22 lambda =  -0.2889724 
## Iteration 23 lambda =  -0.2889725 
## Iteration 24 lambda =  -0.2889726 
## Iteration 1 lambda =  0.3716642 
## Iteration 2 lambda =  0.05749637 
## Iteration 3 lambda =  -0.09958757 
## Iteration 4 lambda =  -0.1781295 
## Iteration 5 lambda =  -0.2174005 
## Iteration 6 lambda =  -0.237036 
## Iteration 7 lambda =  -0.2468538 
## Iteration 8 lambda =  -0.2517626 
## Iteration 9 lambda =  -0.2542171 
## Iteration 10 lambda =  -0.2554443 
## Iteration 11 lambda =  -0.2560579 
## Iteration 12 lambda =  -0.2563647 
## Iteration 13 lambda =  -0.2565181 
## Iteration 14 lambda =  -0.2565948 
## Iteration 15 lambda =  -0.2566332 
## Iteration 16 lambda =  -0.2566523 
## Iteration 17 lambda =  -0.2566619 
## Iteration 18 lambda =  -0.2566667 
## Iteration 19 lambda =  -0.2566691 
## Iteration 20 lambda =  -0.2566703 
## Iteration 21 lambda =  -0.2566709 
## Iteration 22 lambda =  -0.2566712 
## Iteration 23 lambda =  -0.2566714 
## Iteration 24 lambda =  -0.2566714 
## Iteration 1 lambda =  0.322619 
## Iteration 2 lambda =  -0.01607152 
## Iteration 3 lambda =  -0.1854168 
## Iteration 4 lambda =  -0.2700894 
## Iteration 5 lambda =  -0.3124257 
## Iteration 6 lambda =  -0.3335939 
## Iteration 7 lambda =  -0.3441779 
## Iteration 8 lambda =  -0.34947 
## Iteration 9 lambda =  -0.352116 
## Iteration 10 lambda =  -0.353439 
## Iteration 11 lambda =  -0.3541005 
## Iteration 12 lambda =  -0.3544313 
## Iteration 13 lambda =  -0.3545966 
## Iteration 14 lambda =  -0.3546793 
## Iteration 15 lambda =  -0.3547207 
## Iteration 16 lambda =  -0.3547413 
## Iteration 17 lambda =  -0.3547517 
## Iteration 18 lambda =  -0.3547569 
## Iteration 19 lambda =  -0.3547594 
## Iteration 20 lambda =  -0.3547607 
## Iteration 21 lambda =  -0.3547614 
## Iteration 22 lambda =  -0.3547617 
## Iteration 23 lambda =  -0.3547619 
## Iteration 24 lambda =  -0.3547619 
## Iteration 1 lambda =  0.3315013 
## Iteration 2 lambda =  -0.002748052 
## Iteration 3 lambda =  -0.1698727 
## Iteration 4 lambda =  -0.2534351 
## Iteration 5 lambda =  -0.2952162 
## Iteration 6 lambda =  -0.3161068 
## Iteration 7 lambda =  -0.3265521 
## Iteration 8 lambda =  -0.3317748 
## Iteration 9 lambda =  -0.3343861 
## Iteration 10 lambda =  -0.3356917 
## Iteration 11 lambda =  -0.3363446 
## Iteration 12 lambda =  -0.336671 
## Iteration 13 lambda =  -0.3368342 
## Iteration 14 lambda =  -0.3369158 
## Iteration 15 lambda =  -0.3369566 
## Iteration 16 lambda =  -0.336977 
## Iteration 17 lambda =  -0.3369872 
## Iteration 18 lambda =  -0.3369923 
## Iteration 19 lambda =  -0.3369949 
## Iteration 20 lambda =  -0.3369961 
## Iteration 21 lambda =  -0.3369968 
## Iteration 22 lambda =  -0.3369971 
## Iteration 23 lambda =  -0.3369972 
## Iteration 24 lambda =  -0.3369973 
## Iteration 1 lambda =  0.3179005 
## Iteration 2 lambda =  -0.02314929 
## Iteration 3 lambda =  -0.1936742 
## Iteration 4 lambda =  -0.2789366 
## Iteration 5 lambda =  -0.3215678 
## Iteration 6 lambda =  -0.3428834 
## Iteration 7 lambda =  -0.3535412 
## Iteration 8 lambda =  -0.3588701 
## Iteration 9 lambda =  -0.3615346 
## Iteration 10 lambda =  -0.3628668 
## Iteration 11 lambda =  -0.3635329 
## Iteration 12 lambda =  -0.363866 
## Iteration 13 lambda =  -0.3640325 
## Iteration 14 lambda =  -0.3641158 
## Iteration 15 lambda =  -0.3641574 
## Iteration 16 lambda =  -0.3641782 
## Iteration 17 lambda =  -0.3641886 
## Iteration 18 lambda =  -0.3641938 
## Iteration 19 lambda =  -0.3641964 
## Iteration 20 lambda =  -0.3641977 
## Iteration 21 lambda =  -0.3641984 
## Iteration 22 lambda =  -0.3641987 
## Iteration 23 lambda =  -0.3641989 
## Iteration 24 lambda =  -0.364199 
## Iteration 1 lambda =  0.3355568 
## Iteration 2 lambda =  0.003335169 
## Iteration 3 lambda =  -0.1627756 
## Iteration 4 lambda =  -0.245831 
## Iteration 5 lambda =  -0.2873587 
## Iteration 6 lambda =  -0.3081226 
## Iteration 7 lambda =  -0.3185045 
## Iteration 8 lambda =  -0.3236955 
## Iteration 9 lambda =  -0.326291 
## Iteration 10 lambda =  -0.3275887 
## Iteration 11 lambda =  -0.3282376 
## Iteration 12 lambda =  -0.328562 
## Iteration 13 lambda =  -0.3287242 
## Iteration 14 lambda =  -0.3288053 
## Iteration 15 lambda =  -0.3288459 
## Iteration 16 lambda =  -0.3288662 
## Iteration 17 lambda =  -0.3288763 
## Iteration 18 lambda =  -0.3288814 
## Iteration 19 lambda =  -0.3288839 
## Iteration 20 lambda =  -0.3288852 
## Iteration 21 lambda =  -0.3288858 
## Iteration 22 lambda =  -0.3288861 
## Iteration 23 lambda =  -0.3288863 
## Iteration 24 lambda =  -0.3288864 
## Iteration 1 lambda =  0.2937671 
## Iteration 2 lambda =  -0.05934942 
## Iteration 3 lambda =  -0.2359077 
## Iteration 4 lambda =  -0.3241868 
## Iteration 5 lambda =  -0.3683263 
## Iteration 6 lambda =  -0.3903961 
## Iteration 7 lambda =  -0.401431 
## Iteration 8 lambda =  -0.4069485 
## Iteration 9 lambda =  -0.4097072 
## Iteration 10 lambda =  -0.4110865 
## Iteration 11 lambda =  -0.4117762 
## Iteration 12 lambda =  -0.4121211 
## Iteration 13 lambda =  -0.4122935 
## Iteration 14 lambda =  -0.4123797 
## Iteration 15 lambda =  -0.4124228 
## Iteration 16 lambda =  -0.4124443 
## Iteration 17 lambda =  -0.4124551 
## Iteration 18 lambda =  -0.4124605 
## Iteration 19 lambda =  -0.4124632 
## Iteration 20 lambda =  -0.4124646 
## Iteration 21 lambda =  -0.4124652 
## Iteration 22 lambda =  -0.4124656 
## Iteration 23 lambda =  -0.4124657 
## Iteration 24 lambda =  -0.4124658 
## Iteration 1 lambda =  0.3440393 
## Iteration 2 lambda =  0.01605898 
## Iteration 3 lambda =  -0.1479312 
## Iteration 4 lambda =  -0.2299263 
## Iteration 5 lambda =  -0.2709238 
## Iteration 6 lambda =  -0.2914226 
## Iteration 7 lambda =  -0.301672 
## Iteration 8 lambda =  -0.3067967 
## Iteration 9 lambda =  -0.309359 
## Iteration 10 lambda =  -0.3106402 
## Iteration 11 lambda =  -0.3112808 
## Iteration 12 lambda =  -0.3116011 
## Iteration 13 lambda =  -0.3117612 
## Iteration 14 lambda =  -0.3118413 
## Iteration 15 lambda =  -0.3118813 
## Iteration 16 lambda =  -0.3119013 
## Iteration 17 lambda =  -0.3119113 
## Iteration 18 lambda =  -0.3119164 
## Iteration 19 lambda =  -0.3119189 
## Iteration 20 lambda =  -0.3119201 
## Iteration 21 lambda =  -0.3119207 
## Iteration 22 lambda =  -0.311921 
## Iteration 23 lambda =  -0.3119212 
## Iteration 24 lambda =  -0.3119213 
## Iteration 1 lambda =  0.3106089 
## Iteration 2 lambda =  -0.03408661 
## Iteration 3 lambda =  -0.2064344 
## Iteration 4 lambda =  -0.2926083 
## Iteration 5 lambda =  -0.3356952 
## Iteration 6 lambda =  -0.3572387 
## Iteration 7 lambda =  -0.3680104 
## Iteration 8 lambda =  -0.3733963 
## Iteration 9 lambda =  -0.3760892 
## Iteration 10 lambda =  -0.3774357 
## Iteration 11 lambda =  -0.3781089 
## Iteration 12 lambda =  -0.3784455 
## Iteration 13 lambda =  -0.3786138 
## Iteration 14 lambda =  -0.378698 
## Iteration 15 lambda =  -0.3787401 
## Iteration 16 lambda =  -0.3787611 
## Iteration 17 lambda =  -0.3787716 
## Iteration 18 lambda =  -0.3787769 
## Iteration 19 lambda =  -0.3787795 
## Iteration 20 lambda =  -0.3787808 
## Iteration 21 lambda =  -0.3787815 
## Iteration 22 lambda =  -0.3787818 
## Iteration 23 lambda =  -0.378782 
## Iteration 24 lambda =  -0.3787821 
## Iteration 1 lambda =  0.3468728 
## Iteration 2 lambda =  0.02030923 
## Iteration 3 lambda =  -0.1429726 
## Iteration 4 lambda =  -0.2246135 
## Iteration 5 lambda =  -0.2654339 
## Iteration 6 lambda =  -0.2858441 
## Iteration 7 lambda =  -0.2960493 
## Iteration 8 lambda =  -0.3011518 
## Iteration 9 lambda =  -0.3037031 
## Iteration 10 lambda =  -0.3049787 
## Iteration 11 lambda =  -0.3056165 
## Iteration 12 lambda =  -0.3059355 
## Iteration 13 lambda =  -0.3060949 
## Iteration 14 lambda =  -0.3061746 
## Iteration 15 lambda =  -0.3062145 
## Iteration 16 lambda =  -0.3062344 
## Iteration 17 lambda =  -0.3062444 
## Iteration 18 lambda =  -0.3062494 
## Iteration 19 lambda =  -0.3062519 
## Iteration 20 lambda =  -0.3062531 
## Iteration 21 lambda =  -0.3062537 
## Iteration 22 lambda =  -0.3062541 
## Iteration 23 lambda =  -0.3062542 
## Iteration 24 lambda =  -0.3062543 
## Iteration 1 lambda =  0.371828 
## Iteration 2 lambda =  0.05774203 
## Iteration 3 lambda =  -0.09930097 
## Iteration 4 lambda =  -0.1778225 
## Iteration 5 lambda =  -0.2170832 
## Iteration 6 lambda =  -0.2367136 
## Iteration 7 lambda =  -0.2465288 
## Iteration 8 lambda =  -0.2514364 
## Iteration 9 lambda =  -0.2538902 
## Iteration 10 lambda =  -0.2551171 
## Iteration 11 lambda =  -0.2557305 
## Iteration 12 lambda =  -0.2560372 
## Iteration 13 lambda =  -0.2561906 
## Iteration 14 lambda =  -0.2562673 
## Iteration 15 lambda =  -0.2563056 
## Iteration 16 lambda =  -0.2563248 
## Iteration 17 lambda =  -0.2563344 
## Iteration 18 lambda =  -0.2563392 
## Iteration 19 lambda =  -0.2563416 
## Iteration 20 lambda =  -0.2563428 
## Iteration 21 lambda =  -0.2563434 
## Iteration 22 lambda =  -0.2563437 
## Iteration 23 lambda =  -0.2563438 
## Iteration 24 lambda =  -0.2563439 
## Iteration 1 lambda =  0.3176439 
## Iteration 2 lambda =  -0.02353413 
## Iteration 3 lambda =  -0.1941231 
## Iteration 4 lambda =  -0.2794177 
## Iteration 5 lambda =  -0.3220649 
## Iteration 6 lambda =  -0.3433885 
## Iteration 7 lambda =  -0.3540504 
## Iteration 8 lambda =  -0.3593813 
## Iteration 9 lambda =  -0.3620467 
## Iteration 10 lambda =  -0.3633794 
## Iteration 11 lambda =  -0.3640458 
## Iteration 12 lambda =  -0.364379 
## Iteration 13 lambda =  -0.3645456 
## Iteration 14 lambda =  -0.3646289 
## Iteration 15 lambda =  -0.3646705 
## Iteration 16 lambda =  -0.3646913 
## Iteration 17 lambda =  -0.3647018 
## Iteration 18 lambda =  -0.364707 
## Iteration 19 lambda =  -0.3647096 
## Iteration 20 lambda =  -0.3647109 
## Iteration 21 lambda =  -0.3647115 
## Iteration 22 lambda =  -0.3647118 
## Iteration 23 lambda =  -0.364712 
## Iteration 24 lambda =  -0.3647121 
## Iteration 1 lambda =  0.3361051 
## Iteration 2 lambda =  0.004157636 
## Iteration 3 lambda =  -0.1618161 
## Iteration 4 lambda =  -0.244803 
## Iteration 5 lambda =  -0.2862964 
## Iteration 6 lambda =  -0.3070431 
## Iteration 7 lambda =  -0.3174165 
## Iteration 8 lambda =  -0.3226031 
## Iteration 9 lambda =  -0.3251965 
## Iteration 10 lambda =  -0.3264931 
## Iteration 11 lambda =  -0.3271415 
## Iteration 12 lambda =  -0.3274657 
## Iteration 13 lambda =  -0.3276277 
## Iteration 14 lambda =  -0.3277088 
## Iteration 15 lambda =  -0.3277493 
## Iteration 16 lambda =  -0.3277696 
## Iteration 17 lambda =  -0.3277797 
## Iteration 18 lambda =  -0.3277848 
## Iteration 19 lambda =  -0.3277873 
## Iteration 20 lambda =  -0.3277886 
## Iteration 21 lambda =  -0.3277892 
## Iteration 22 lambda =  -0.3277895 
## Iteration 23 lambda =  -0.3277897 
## Iteration 24 lambda =  -0.3277897 
## Iteration 1 lambda =  0.2749495 
## Iteration 2 lambda =  -0.08757573 
## Iteration 3 lambda =  -0.2688383 
## Iteration 4 lambda =  -0.3594697 
## Iteration 5 lambda =  -0.4047853 
## Iteration 6 lambda =  -0.4274431 
## Iteration 7 lambda =  -0.4387721 
## Iteration 8 lambda =  -0.4444365 
## Iteration 9 lambda =  -0.4472687 
## Iteration 10 lambda =  -0.4486849 
## Iteration 11 lambda =  -0.4493929 
## Iteration 12 lambda =  -0.4497469 
## Iteration 13 lambda =  -0.449924 
## Iteration 14 lambda =  -0.4500125 
## Iteration 15 lambda =  -0.4500567 
## Iteration 16 lambda =  -0.4500788 
## Iteration 17 lambda =  -0.4500899 
## Iteration 18 lambda =  -0.4500954 
## Iteration 19 lambda =  -0.4500982 
## Iteration 20 lambda =  -0.4500996 
## Iteration 21 lambda =  -0.4501003 
## Iteration 22 lambda =  -0.4501006 
## Iteration 23 lambda =  -0.4501008 
## Iteration 24 lambda =  -0.4501009 
## Iteration 1 lambda =  0.3303427 
## Iteration 2 lambda =  -0.004486002 
## Iteration 3 lambda =  -0.1719003 
## Iteration 4 lambda =  -0.2556075 
## Iteration 5 lambda =  -0.2974611 
## Iteration 6 lambda =  -0.3183879 
## Iteration 7 lambda =  -0.3288513 
## Iteration 8 lambda =  -0.334083 
## Iteration 9 lambda =  -0.3366988 
## Iteration 10 lambda =  -0.3380067 
## Iteration 11 lambda =  -0.3386607 
## Iteration 12 lambda =  -0.3389877 
## Iteration 13 lambda =  -0.3391512 
## Iteration 14 lambda =  -0.3392329 
## Iteration 15 lambda =  -0.3392738 
## Iteration 16 lambda =  -0.3392942 
## Iteration 17 lambda =  -0.3393045 
## Iteration 18 lambda =  -0.3393096 
## Iteration 19 lambda =  -0.3393121 
## Iteration 20 lambda =  -0.3393134 
## Iteration 21 lambda =  -0.339314 
## Iteration 22 lambda =  -0.3393144 
## Iteration 23 lambda =  -0.3393145 
## Iteration 24 lambda =  -0.3393146 
## Iteration 1 lambda =  0.3504483 
## Iteration 2 lambda =  0.02567238 
## Iteration 3 lambda =  -0.1367156 
## Iteration 4 lambda =  -0.2179095 
## Iteration 5 lambda =  -0.2585065 
## Iteration 6 lambda =  -0.278805 
## Iteration 7 lambda =  -0.2889542 
## Iteration 8 lambda =  -0.2940289 
## Iteration 9 lambda =  -0.2965662 
## Iteration 10 lambda =  -0.2978348 
## Iteration 11 lambda =  -0.2984692 
## Iteration 12 lambda =  -0.2987863 
## Iteration 13 lambda =  -0.2989449 
## Iteration 14 lambda =  -0.2990242 
## Iteration 15 lambda =  -0.2990638 
## Iteration 16 lambda =  -0.2990837 
## Iteration 17 lambda =  -0.2990936 
## Iteration 18 lambda =  -0.2990985 
## Iteration 19 lambda =  -0.299101 
## Iteration 20 lambda =  -0.2991023 
## Iteration 21 lambda =  -0.2991029 
## Iteration 22 lambda =  -0.2991032 
## Iteration 23 lambda =  -0.2991033 
## Iteration 24 lambda =  -0.2991034 
## Iteration 1 lambda =  0.3287077 
## Iteration 2 lambda =  -0.006938385 
## Iteration 3 lambda =  -0.1747614 
## Iteration 4 lambda =  -0.258673 
## Iteration 5 lambda =  -0.3006287 
## Iteration 6 lambda =  -0.3216066 
## Iteration 7 lambda =  -0.3320956 
## Iteration 8 lambda =  -0.33734 
## Iteration 9 lambda =  -0.3399623 
## Iteration 10 lambda =  -0.3412734 
## Iteration 11 lambda =  -0.341929 
## Iteration 12 lambda =  -0.3422567 
## Iteration 13 lambda =  -0.3424206 
## Iteration 14 lambda =  -0.3425026 
## Iteration 15 lambda =  -0.3425435 
## Iteration 16 lambda =  -0.342564 
## Iteration 17 lambda =  -0.3425743 
## Iteration 18 lambda =  -0.3425794 
## Iteration 19 lambda =  -0.342582 
## Iteration 20 lambda =  -0.3425832 
## Iteration 21 lambda =  -0.3425839 
## Iteration 22 lambda =  -0.3425842 
## Iteration 23 lambda =  -0.3425844 
## Iteration 24 lambda =  -0.3425844 
## Iteration 1 lambda =  0.3464818 
## Iteration 2 lambda =  0.01972277 
## Iteration 3 lambda =  -0.1436568 
## Iteration 4 lambda =  -0.2253465 
## Iteration 5 lambda =  -0.2661914 
## Iteration 6 lambda =  -0.2866139 
## Iteration 7 lambda =  -0.2968251 
## Iteration 8 lambda =  -0.3019307 
## Iteration 9 lambda =  -0.3044835 
## Iteration 10 lambda =  -0.3057599 
## Iteration 11 lambda =  -0.3063981 
## Iteration 12 lambda =  -0.3067172 
## Iteration 13 lambda =  -0.3068768 
## Iteration 14 lambda =  -0.3069565 
## Iteration 15 lambda =  -0.3069964 
## Iteration 16 lambda =  -0.3070164 
## Iteration 17 lambda =  -0.3070263 
## Iteration 18 lambda =  -0.3070313 
## Iteration 19 lambda =  -0.3070338 
## Iteration 20 lambda =  -0.3070351 
## Iteration 21 lambda =  -0.3070357 
## Iteration 22 lambda =  -0.307036 
## Iteration 23 lambda =  -0.3070361 
## Iteration 24 lambda =  -0.3070362 
## Iteration 1 lambda =  0.1762048 
## Iteration 2 lambda =  -0.2356928 
## Iteration 3 lambda =  -0.4416417 
## Iteration 4 lambda =  -0.5446161 
## Iteration 5 lambda =  -0.5961033 
## Iteration 6 lambda =  -0.6218469 
## Iteration 7 lambda =  -0.6347187 
## Iteration 8 lambda =  -0.6411546 
## Iteration 9 lambda =  -0.6443725 
## Iteration 10 lambda =  -0.6459815 
## Iteration 11 lambda =  -0.646786 
## Iteration 12 lambda =  -0.6471882 
## Iteration 13 lambda =  -0.6473893 
## Iteration 14 lambda =  -0.6474899 
## Iteration 15 lambda =  -0.6475402 
## Iteration 16 lambda =  -0.6475653 
## Iteration 17 lambda =  -0.6475779 
## Iteration 18 lambda =  -0.6475842 
## Iteration 19 lambda =  -0.6475873 
## Iteration 20 lambda =  -0.6475889 
## Iteration 21 lambda =  -0.6475897 
## Iteration 22 lambda =  -0.6475901 
## Iteration 23 lambda =  -0.6475903 
## Iteration 24 lambda =  -0.6475904 
## Iteration 1 lambda =  0.2754037 
## Iteration 2 lambda =  -0.08689445 
## Iteration 3 lambda =  -0.2680435 
## Iteration 4 lambda =  -0.3586181 
## Iteration 5 lambda =  -0.4039053 
## Iteration 6 lambda =  -0.426549 
## Iteration 7 lambda =  -0.4378708 
## Iteration 8 lambda =  -0.4435317 
## Iteration 9 lambda =  -0.4463621 
## Iteration 10 lambda =  -0.4477774 
## Iteration 11 lambda =  -0.448485 
## Iteration 12 lambda =  -0.4488388 
## Iteration 13 lambda =  -0.4490157 
## Iteration 14 lambda =  -0.4491041 
## Iteration 15 lambda =  -0.4491484 
## Iteration 16 lambda =  -0.4491705 
## Iteration 17 lambda =  -0.4491815 
## Iteration 18 lambda =  -0.4491871 
## Iteration 19 lambda =  -0.4491898 
## Iteration 20 lambda =  -0.4491912 
## Iteration 21 lambda =  -0.4491919 
## Iteration 22 lambda =  -0.4491922 
## Iteration 23 lambda =  -0.4491924 
## Iteration 24 lambda =  -0.4491925 
## Iteration 1 lambda =  0.3256335 
## Iteration 2 lambda =  -0.01154978 
## Iteration 3 lambda =  -0.1801414 
## Iteration 4 lambda =  -0.2644372 
## Iteration 5 lambda =  -0.3065851 
## Iteration 6 lambda =  -0.3276591 
## Iteration 7 lambda =  -0.3381961 
## Iteration 8 lambda =  -0.3434646 
## Iteration 9 lambda =  -0.3460988 
## Iteration 10 lambda =  -0.3474159 
## Iteration 11 lambda =  -0.3480745 
## Iteration 12 lambda =  -0.3484038 
## Iteration 13 lambda =  -0.3485684 
## Iteration 14 lambda =  -0.3486507 
## Iteration 15 lambda =  -0.3486919 
## Iteration 16 lambda =  -0.3487125 
## Iteration 17 lambda =  -0.3487228 
## Iteration 18 lambda =  -0.3487279 
## Iteration 19 lambda =  -0.3487305 
## Iteration 20 lambda =  -0.3487318 
## Iteration 21 lambda =  -0.3487324 
## Iteration 22 lambda =  -0.3487327 
## Iteration 23 lambda =  -0.3487329 
## Iteration 24 lambda =  -0.348733 
## Iteration 1 lambda =  0.3506864 
## Iteration 2 lambda =  0.02602955 
## Iteration 3 lambda =  -0.1362989 
## Iteration 4 lambda =  -0.2174631 
## Iteration 5 lambda =  -0.2580452 
## Iteration 6 lambda =  -0.2783362 
## Iteration 7 lambda =  -0.2884817 
## Iteration 8 lambda =  -0.2935545 
## Iteration 9 lambda =  -0.2960909 
## Iteration 10 lambda =  -0.2973591 
## Iteration 11 lambda =  -0.2979932 
## Iteration 12 lambda =  -0.2983102 
## Iteration 13 lambda =  -0.2984687 
## Iteration 14 lambda =  -0.298548 
## Iteration 15 lambda =  -0.2985876 
## Iteration 16 lambda =  -0.2986074 
## Iteration 17 lambda =  -0.2986174 
## Iteration 18 lambda =  -0.2986223 
## Iteration 19 lambda =  -0.2986248 
## Iteration 20 lambda =  -0.298626 
## Iteration 21 lambda =  -0.2986266 
## Iteration 22 lambda =  -0.298627 
## Iteration 23 lambda =  -0.2986271 
## Iteration 24 lambda =  -0.2986272 
## Iteration 1 lambda =  0.3433321 
## Iteration 2 lambda =  0.01499822 
## Iteration 3 lambda =  -0.1491687 
## Iteration 4 lambda =  -0.2312522 
## Iteration 5 lambda =  -0.272294 
## Iteration 6 lambda =  -0.2928148 
## Iteration 7 lambda =  -0.3030753 
## Iteration 8 lambda =  -0.3082055 
## Iteration 9 lambda =  -0.3107706 
## Iteration 10 lambda =  -0.3120532 
## Iteration 11 lambda =  -0.3126944 
## Iteration 12 lambda =  -0.3130151 
## Iteration 13 lambda =  -0.3131754 
## Iteration 14 lambda =  -0.3132556 
## Iteration 15 lambda =  -0.3132956 
## Iteration 16 lambda =  -0.3133157 
## Iteration 17 lambda =  -0.3133257 
## Iteration 18 lambda =  -0.3133307 
## Iteration 19 lambda =  -0.3133332 
## Iteration 20 lambda =  -0.3133345 
## Iteration 21 lambda =  -0.3133351 
## Iteration 22 lambda =  -0.3133354 
## Iteration 23 lambda =  -0.3133356 
## Iteration 24 lambda =  -0.3133356 
## Iteration 1 lambda =  0.3335205 
## Iteration 2 lambda =  0.0002807706 
## Iteration 3 lambda =  -0.1663391 
## Iteration 4 lambda =  -0.249649 
## Iteration 5 lambda =  -0.291304 
## Iteration 6 lambda =  -0.3121315 
## Iteration 7 lambda =  -0.3225452 
## Iteration 8 lambda =  -0.3277521 
## Iteration 9 lambda =  -0.3303555 
## Iteration 10 lambda =  -0.3316573 
## Iteration 11 lambda =  -0.3323081 
## Iteration 12 lambda =  -0.3326335 
## Iteration 13 lambda =  -0.3327963 
## Iteration 14 lambda =  -0.3328776 
## Iteration 15 lambda =  -0.3329183 
## Iteration 16 lambda =  -0.3329386 
## Iteration 17 lambda =  -0.3329488 
## Iteration 18 lambda =  -0.3329539 
## Iteration 19 lambda =  -0.3329564 
## Iteration 20 lambda =  -0.3329577 
## Iteration 21 lambda =  -0.3329583 
## Iteration 22 lambda =  -0.3329587 
## Iteration 23 lambda =  -0.3329588 
## Iteration 24 lambda =  -0.3329589 
## Iteration 1 lambda =  0.3856463 
## Iteration 2 lambda =  0.07846948 
## Iteration 3 lambda =  -0.07511894 
## Iteration 4 lambda =  -0.1519131 
## Iteration 5 lambda =  -0.1903103 
## Iteration 6 lambda =  -0.2095088 
## Iteration 7 lambda =  -0.2191081 
## Iteration 8 lambda =  -0.2239077 
## Iteration 9 lambda =  -0.2263075 
## Iteration 10 lambda =  -0.2275074 
## Iteration 11 lambda =  -0.2281074 
## Iteration 12 lambda =  -0.2284074 
## Iteration 13 lambda =  -0.2285574 
## Iteration 14 lambda =  -0.2286324 
## Iteration 15 lambda =  -0.2286699 
## Iteration 16 lambda =  -0.2286886 
## Iteration 17 lambda =  -0.228698 
## Iteration 18 lambda =  -0.2287027 
## Iteration 19 lambda =  -0.228705 
## Iteration 20 lambda =  -0.2287062 
## Iteration 21 lambda =  -0.2287068 
## Iteration 22 lambda =  -0.2287071 
## Iteration 23 lambda =  -0.2287072 
## Iteration 24 lambda =  -0.2287073 
## Iteration 1 lambda =  0.2814485 
## Iteration 2 lambda =  -0.07782729 
## Iteration 3 lambda =  -0.2574652 
## Iteration 4 lambda =  -0.3472841 
## Iteration 5 lambda =  -0.3921936 
## Iteration 6 lambda =  -0.4146483 
## Iteration 7 lambda =  -0.4258757 
## Iteration 8 lambda =  -0.4314894 
## Iteration 9 lambda =  -0.4342962 
## Iteration 10 lambda =  -0.4356996 
## Iteration 11 lambda =  -0.4364013 
## Iteration 12 lambda =  -0.4367522 
## Iteration 13 lambda =  -0.4369276 
## Iteration 14 lambda =  -0.4370153 
## Iteration 15 lambda =  -0.4370592 
## Iteration 16 lambda =  -0.4370811 
## Iteration 17 lambda =  -0.4370921 
## Iteration 18 lambda =  -0.4370976 
## Iteration 19 lambda =  -0.4371003 
## Iteration 20 lambda =  -0.4371017 
## Iteration 21 lambda =  -0.4371024 
## Iteration 22 lambda =  -0.4371027 
## Iteration 23 lambda =  -0.4371029 
## Iteration 24 lambda =  -0.437103 
## Iteration 1 lambda =  0.2334435 
## Iteration 2 lambda =  -0.1498348 
## Iteration 3 lambda =  -0.3414739 
## Iteration 4 lambda =  -0.4372935 
## Iteration 5 lambda =  -0.4852032 
## Iteration 6 lambda =  -0.5091581 
## Iteration 7 lambda =  -0.5211356 
## Iteration 8 lambda =  -0.5271243 
## Iteration 9 lambda =  -0.5301187 
## Iteration 10 lambda =  -0.5316158 
## Iteration 11 lambda =  -0.5323644 
## Iteration 12 lambda =  -0.5327387 
## Iteration 13 lambda =  -0.5329259 
## Iteration 14 lambda =  -0.5330195 
## Iteration 15 lambda =  -0.5330662 
## Iteration 16 lambda =  -0.5330896 
## Iteration 17 lambda =  -0.5331013 
## Iteration 18 lambda =  -0.5331072 
## Iteration 19 lambda =  -0.5331101 
## Iteration 20 lambda =  -0.5331116 
## Iteration 21 lambda =  -0.5331123 
## Iteration 22 lambda =  -0.5331127 
## Iteration 23 lambda =  -0.5331128 
## Iteration 24 lambda =  -0.5331129 
## Iteration 1 lambda =  0.310842 
## Iteration 2 lambda =  -0.03373699 
## Iteration 3 lambda =  -0.2060265 
## Iteration 4 lambda =  -0.2921712 
## Iteration 5 lambda =  -0.3352436 
## Iteration 6 lambda =  -0.3567798 
## Iteration 7 lambda =  -0.3675479 
## Iteration 8 lambda =  -0.3729319 
## Iteration 9 lambda =  -0.375624 
## Iteration 10 lambda =  -0.37697 
## Iteration 11 lambda =  -0.377643 
## Iteration 12 lambda =  -0.3779795 
## Iteration 13 lambda =  -0.3781477 
## Iteration 14 lambda =  -0.3782319 
## Iteration 15 lambda =  -0.3782739 
## Iteration 16 lambda =  -0.378295 
## Iteration 17 lambda =  -0.3783055 
## Iteration 18 lambda =  -0.3783107 
## Iteration 19 lambda =  -0.3783134 
## Iteration 20 lambda =  -0.3783147 
## Iteration 21 lambda =  -0.3783153 
## Iteration 22 lambda =  -0.3783157 
## Iteration 23 lambda =  -0.3783158 
## Iteration 24 lambda =  -0.3783159 
## Iteration 1 lambda =  0.2018384 
## Iteration 2 lambda =  -0.1972423 
## Iteration 3 lambda =  -0.3967827 
## Iteration 4 lambda =  -0.4965529 
## Iteration 5 lambda =  -0.546438 
## Iteration 6 lambda =  -0.5713806 
## Iteration 7 lambda =  -0.5838519 
## Iteration 8 lambda =  -0.5900875 
## Iteration 9 lambda =  -0.5932053 
## Iteration 10 lambda =  -0.5947642 
## Iteration 11 lambda =  -0.5955437 
## Iteration 12 lambda =  -0.5959334 
## Iteration 13 lambda =  -0.5961283 
## Iteration 14 lambda =  -0.5962257 
## Iteration 15 lambda =  -0.5962744 
## Iteration 16 lambda =  -0.5962988 
## Iteration 17 lambda =  -0.596311 
## Iteration 18 lambda =  -0.596317 
## Iteration 19 lambda =  -0.5963201 
## Iteration 20 lambda =  -0.5963216 
## Iteration 21 lambda =  -0.5963224 
## Iteration 22 lambda =  -0.5963227 
## Iteration 23 lambda =  -0.5963229 
## Iteration 24 lambda =  -0.596323 
## Iteration 1 lambda =  0.3527368 
## Iteration 2 lambda =  0.0291052 
## Iteration 3 lambda =  -0.1327106 
## Iteration 4 lambda =  -0.2136185 
## Iteration 5 lambda =  -0.2540724 
## Iteration 6 lambda =  -0.2742994 
## Iteration 7 lambda =  -0.2844129 
## Iteration 8 lambda =  -0.2894696 
## Iteration 9 lambda =  -0.291998 
## Iteration 10 lambda =  -0.2932622 
## Iteration 11 lambda =  -0.2938943 
## Iteration 12 lambda =  -0.2942103 
## Iteration 13 lambda =  -0.2943684 
## Iteration 14 lambda =  -0.2944474 
## Iteration 15 lambda =  -0.2944869 
## Iteration 16 lambda =  -0.2945066 
## Iteration 17 lambda =  -0.2945165 
## Iteration 18 lambda =  -0.2945215 
## Iteration 19 lambda =  -0.2945239 
## Iteration 20 lambda =  -0.2945252 
## Iteration 21 lambda =  -0.2945258 
## Iteration 22 lambda =  -0.2945261 
## Iteration 23 lambda =  -0.2945262 
## Iteration 24 lambda =  -0.2945263 
## Iteration 1 lambda =  0.3325762 
## Iteration 2 lambda =  -0.001135768 
## Iteration 3 lambda =  -0.1679917 
## Iteration 4 lambda =  -0.2514197 
## Iteration 5 lambda =  -0.2931337 
## Iteration 6 lambda =  -0.3139907 
## Iteration 7 lambda =  -0.3244192 
## Iteration 8 lambda =  -0.3296334 
## Iteration 9 lambda =  -0.3322406 
## Iteration 10 lambda =  -0.3335441 
## Iteration 11 lambda =  -0.3341959 
## Iteration 12 lambda =  -0.3345218 
## Iteration 13 lambda =  -0.3346847 
## Iteration 14 lambda =  -0.3347662 
## Iteration 15 lambda =  -0.334807 
## Iteration 16 lambda =  -0.3348273 
## Iteration 17 lambda =  -0.3348375 
## Iteration 18 lambda =  -0.3348426 
## Iteration 19 lambda =  -0.3348451 
## Iteration 20 lambda =  -0.3348464 
## Iteration 21 lambda =  -0.3348471 
## Iteration 22 lambda =  -0.3348474 
## Iteration 23 lambda =  -0.3348475 
## Iteration 24 lambda =  -0.3348476 
## Iteration 1 lambda =  0.3037406 
## Iteration 2 lambda =  -0.04438913 
## Iteration 3 lambda =  -0.218454 
## Iteration 4 lambda =  -0.3054864 
## Iteration 5 lambda =  -0.3490026 
## Iteration 6 lambda =  -0.3707607 
## Iteration 7 lambda =  -0.3816398 
## Iteration 8 lambda =  -0.3870793 
## Iteration 9 lambda =  -0.3897991 
## Iteration 10 lambda =  -0.391159 
## Iteration 11 lambda =  -0.3918389 
## Iteration 12 lambda =  -0.3921789 
## Iteration 13 lambda =  -0.3923489 
## Iteration 14 lambda =  -0.3924338 
## Iteration 15 lambda =  -0.3924763 
## Iteration 16 lambda =  -0.3924976 
## Iteration 17 lambda =  -0.3925082 
## Iteration 18 lambda =  -0.3925135 
## Iteration 19 lambda =  -0.3925162 
## Iteration 20 lambda =  -0.3925175 
## Iteration 21 lambda =  -0.3925182 
## Iteration 22 lambda =  -0.3925185 
## Iteration 23 lambda =  -0.3925187 
## Iteration 24 lambda =  -0.3925188 
## Iteration 1 lambda =  0.3455923 
## Iteration 2 lambda =  0.01838851 
## Iteration 3 lambda =  -0.1452134 
## Iteration 4 lambda =  -0.2270144 
## Iteration 5 lambda =  -0.2679148 
## Iteration 6 lambda =  -0.2883651 
## Iteration 7 lambda =  -0.2985902 
## Iteration 8 lambda =  -0.3037028 
## Iteration 9 lambda =  -0.306259 
## Iteration 10 lambda =  -0.3075372 
## Iteration 11 lambda =  -0.3081763 
## Iteration 12 lambda =  -0.3084958 
## Iteration 13 lambda =  -0.3086556 
## Iteration 14 lambda =  -0.3087354 
## Iteration 15 lambda =  -0.3087754 
## Iteration 16 lambda =  -0.3087954 
## Iteration 17 lambda =  -0.3088053 
## Iteration 18 lambda =  -0.3088103 
## Iteration 19 lambda =  -0.3088128 
## Iteration 20 lambda =  -0.3088141 
## Iteration 21 lambda =  -0.3088147 
## Iteration 22 lambda =  -0.308815 
## Iteration 23 lambda =  -0.3088152 
## Iteration 24 lambda =  -0.3088152 
## Iteration 1 lambda =  0.374347 
## Iteration 2 lambda =  0.06152053 
## Iteration 3 lambda =  -0.09489271 
## Iteration 4 lambda =  -0.1730993 
## Iteration 5 lambda =  -0.2122026 
## Iteration 6 lambda =  -0.2317543 
## Iteration 7 lambda =  -0.2415301 
## Iteration 8 lambda =  -0.246418 
## Iteration 9 lambda =  -0.248862 
## Iteration 10 lambda =  -0.250084 
## Iteration 11 lambda =  -0.250695 
## Iteration 12 lambda =  -0.2510005 
## Iteration 13 lambda =  -0.2511532 
## Iteration 14 lambda =  -0.2512296 
## Iteration 15 lambda =  -0.2512678 
## Iteration 16 lambda =  -0.2512869 
## Iteration 17 lambda =  -0.2512964 
## Iteration 18 lambda =  -0.2513012 
## Iteration 19 lambda =  -0.2513036 
## Iteration 20 lambda =  -0.2513048 
## Iteration 21 lambda =  -0.2513054 
## Iteration 22 lambda =  -0.2513057 
## Iteration 23 lambda =  -0.2513058 
## Iteration 24 lambda =  -0.2513059 
## Iteration 1 lambda =  0.3291874 
## Iteration 2 lambda =  -0.006218896 
## Iteration 3 lambda =  -0.173922 
## Iteration 4 lambda =  -0.2577736 
## Iteration 5 lambda =  -0.2996994 
## Iteration 6 lambda =  -0.3206623 
## Iteration 7 lambda =  -0.3311437 
## Iteration 8 lambda =  -0.3363845 
## Iteration 9 lambda =  -0.3390048 
## Iteration 10 lambda =  -0.340315 
## Iteration 11 lambda =  -0.3409701 
## Iteration 12 lambda =  -0.3412976 
## Iteration 13 lambda =  -0.3414614 
## Iteration 14 lambda =  -0.3415433 
## Iteration 15 lambda =  -0.3415843 
## Iteration 16 lambda =  -0.3416047 
## Iteration 17 lambda =  -0.341615 
## Iteration 18 lambda =  -0.3416201 
## Iteration 19 lambda =  -0.3416226 
## Iteration 20 lambda =  -0.3416239 
## Iteration 21 lambda =  -0.3416246 
## Iteration 22 lambda =  -0.3416249 
## Iteration 23 lambda =  -0.341625 
## Iteration 24 lambda =  -0.3416251 
## Iteration 1 lambda =  0.3995467 
## Iteration 2 lambda =  0.09932009 
## Iteration 3 lambda =  -0.05079323 
## Iteration 4 lambda =  -0.1258499 
## Iteration 5 lambda =  -0.1633782 
## Iteration 6 lambda =  -0.1821424 
## Iteration 7 lambda =  -0.1915245 
## Iteration 8 lambda =  -0.1962155 
## Iteration 9 lambda =  -0.198561 
## Iteration 10 lambda =  -0.1997338 
## Iteration 11 lambda =  -0.2003202 
## Iteration 12 lambda =  -0.2006134 
## Iteration 13 lambda =  -0.20076 
## Iteration 14 lambda =  -0.2008332 
## Iteration 15 lambda =  -0.2008699 
## Iteration 16 lambda =  -0.2008882 
## Iteration 17 lambda =  -0.2008974 
## Iteration 18 lambda =  -0.200902 
## Iteration 19 lambda =  -0.2009043 
## Iteration 20 lambda =  -0.2009054 
## Iteration 21 lambda =  -0.200906 
## Iteration 22 lambda =  -0.2009063 
## Iteration 23 lambda =  -0.2009064 
## Iteration 24 lambda =  -0.2009065 
## Iteration 1 lambda =  0.2713224 
## Iteration 2 lambda =  -0.09301642 
## Iteration 3 lambda =  -0.2751858 
## Iteration 4 lambda =  -0.3662705 
## Iteration 5 lambda =  -0.4118129 
## Iteration 6 lambda =  -0.4345841 
## Iteration 7 lambda =  -0.4459696 
## Iteration 8 lambda =  -0.4516624 
## Iteration 9 lambda =  -0.4545088 
## Iteration 10 lambda =  -0.455932 
## Iteration 11 lambda =  -0.4566436 
## Iteration 12 lambda =  -0.4569994 
## Iteration 13 lambda =  -0.4571773 
## Iteration 14 lambda =  -0.4572663 
## Iteration 15 lambda =  -0.4573108 
## Iteration 16 lambda =  -0.457333 
## Iteration 17 lambda =  -0.4573441 
## Iteration 18 lambda =  -0.4573497 
## Iteration 19 lambda =  -0.4573524 
## Iteration 20 lambda =  -0.4573538 
## Iteration 21 lambda =  -0.4573545 
## Iteration 22 lambda =  -0.4573549 
## Iteration 23 lambda =  -0.4573551 
## Iteration 24 lambda =  -0.4573551 
## Iteration 1 lambda =  0.3058886 
## Iteration 2 lambda =  -0.04116711 
## Iteration 3 lambda =  -0.214695 
## Iteration 4 lambda =  -0.3014589 
## Iteration 5 lambda =  -0.3448409 
## Iteration 6 lambda =  -0.3665318 
## Iteration 7 lambda =  -0.3773773 
## Iteration 8 lambda =  -0.3828001 
## Iteration 9 lambda =  -0.3855114 
## Iteration 10 lambda =  -0.3868671 
## Iteration 11 lambda =  -0.387545 
## Iteration 12 lambda =  -0.3878839 
## Iteration 13 lambda =  -0.3880534 
## Iteration 14 lambda =  -0.3881381 
## Iteration 15 lambda =  -0.3881805 
## Iteration 16 lambda =  -0.3882016 
## Iteration 17 lambda =  -0.3882122 
## Iteration 18 lambda =  -0.3882175 
## Iteration 19 lambda =  -0.3882202 
## Iteration 20 lambda =  -0.3882215 
## Iteration 21 lambda =  -0.3882222 
## Iteration 22 lambda =  -0.3882225 
## Iteration 23 lambda =  -0.3882227 
## Iteration 24 lambda =  -0.3882227 
## Iteration 1 lambda =  0.3014486 
## Iteration 2 lambda =  -0.04782713 
## Iteration 3 lambda =  -0.222465 
## Iteration 4 lambda =  -0.3097839 
## Iteration 5 lambda =  -0.3534434 
## Iteration 6 lambda =  -0.3752731 
## Iteration 7 lambda =  -0.386188 
## Iteration 8 lambda =  -0.3916454 
## Iteration 9 lambda =  -0.3943741 
## Iteration 10 lambda =  -0.3957385 
## Iteration 11 lambda =  -0.3964207 
## Iteration 12 lambda =  -0.3967618 
## Iteration 13 lambda =  -0.3969323 
## Iteration 14 lambda =  -0.3970176 
## Iteration 15 lambda =  -0.3970602 
## Iteration 16 lambda =  -0.3970815 
## Iteration 17 lambda =  -0.3970922 
## Iteration 18 lambda =  -0.3970975 
## Iteration 19 lambda =  -0.3971002 
## Iteration 20 lambda =  -0.3971015 
## Iteration 21 lambda =  -0.3971022 
## Iteration 22 lambda =  -0.3971025 
## Iteration 23 lambda =  -0.3971027 
## Iteration 24 lambda =  -0.3971028 
## Iteration 1 lambda =  0.3205121 
## Iteration 2 lambda =  -0.01923188 
## Iteration 3 lambda =  -0.1891039 
## Iteration 4 lambda =  -0.2740399 
## Iteration 5 lambda =  -0.3165079 
## Iteration 6 lambda =  -0.3377418 
## Iteration 7 lambda =  -0.3483588 
## Iteration 8 lambda =  -0.3536673 
## Iteration 9 lambda =  -0.3563216 
## Iteration 10 lambda =  -0.3576487 
## Iteration 11 lambda =  -0.3583123 
## Iteration 12 lambda =  -0.3586441 
## Iteration 13 lambda =  -0.35881 
## Iteration 14 lambda =  -0.3588929 
## Iteration 15 lambda =  -0.3589344 
## Iteration 16 lambda =  -0.3589551 
## Iteration 17 lambda =  -0.3589655 
## Iteration 18 lambda =  -0.3589707 
## Iteration 19 lambda =  -0.3589733 
## Iteration 20 lambda =  -0.3589745 
## Iteration 21 lambda =  -0.3589752 
## Iteration 22 lambda =  -0.3589755 
## Iteration 23 lambda =  -0.3589757 
## Iteration 24 lambda =  -0.3589758 
## Iteration 1 lambda =  0.3055229 
## Iteration 2 lambda =  -0.0417157 
## Iteration 3 lambda =  -0.215335 
## Iteration 4 lambda =  -0.3021446 
## Iteration 5 lambda =  -0.3455494 
## Iteration 6 lambda =  -0.3672519 
## Iteration 7 lambda =  -0.3781031 
## Iteration 8 lambda =  -0.3835287 
## Iteration 9 lambda =  -0.3862415 
## Iteration 10 lambda =  -0.3875979 
## Iteration 11 lambda =  -0.3882761 
## Iteration 12 lambda =  -0.3886152 
## Iteration 13 lambda =  -0.3887847 
## Iteration 14 lambda =  -0.3888695 
## Iteration 15 lambda =  -0.3889119 
## Iteration 16 lambda =  -0.3889331 
## Iteration 17 lambda =  -0.3889437 
## Iteration 18 lambda =  -0.388949 
## Iteration 19 lambda =  -0.3889516 
## Iteration 20 lambda =  -0.3889529 
## Iteration 21 lambda =  -0.3889536 
## Iteration 22 lambda =  -0.3889539 
## Iteration 23 lambda =  -0.3889541 
## Iteration 24 lambda =  -0.3889542 
## Iteration 1 lambda =  0.3583939 
## Iteration 2 lambda =  0.03759088 
## Iteration 3 lambda =  -0.1228106 
## Iteration 4 lambda =  -0.2030114 
## Iteration 5 lambda =  -0.2431118 
## Iteration 6 lambda =  -0.263162 
## Iteration 7 lambda =  -0.2731871 
## Iteration 8 lambda =  -0.2781996 
## Iteration 9 lambda =  -0.2807059 
## Iteration 10 lambda =  -0.281959 
## Iteration 11 lambda =  -0.2825856 
## Iteration 12 lambda =  -0.2828989 
## Iteration 13 lambda =  -0.2830555 
## Iteration 14 lambda =  -0.2831338 
## Iteration 15 lambda =  -0.283173 
## Iteration 16 lambda =  -0.2831926 
## Iteration 17 lambda =  -0.2832024 
## Iteration 18 lambda =  -0.2832073 
## Iteration 19 lambda =  -0.2832097 
## Iteration 20 lambda =  -0.2832109 
## Iteration 21 lambda =  -0.2832116 
## Iteration 22 lambda =  -0.2832119 
## Iteration 23 lambda =  -0.283212 
## Iteration 24 lambda =  -0.2832121 
## Iteration 1 lambda =  0.3629377 
## Iteration 2 lambda =  0.04440652 
## Iteration 3 lambda =  -0.1148591 
## Iteration 4 lambda =  -0.1944919 
## Iteration 5 lambda =  -0.2343083 
## Iteration 6 lambda =  -0.2542164 
## Iteration 7 lambda =  -0.2641705 
## Iteration 8 lambda =  -0.2691476 
## Iteration 9 lambda =  -0.2716361 
## Iteration 10 lambda =  -0.2728804 
## Iteration 11 lambda =  -0.2735025 
## Iteration 12 lambda =  -0.2738136 
## Iteration 13 lambda =  -0.2739691 
## Iteration 14 lambda =  -0.2740469 
## Iteration 15 lambda =  -0.2740858 
## Iteration 16 lambda =  -0.2741052 
## Iteration 17 lambda =  -0.2741149 
## Iteration 18 lambda =  -0.2741198 
## Iteration 19 lambda =  -0.2741222 
## Iteration 20 lambda =  -0.2741234 
## Iteration 21 lambda =  -0.274124 
## Iteration 22 lambda =  -0.2741243 
## Iteration 23 lambda =  -0.2741245 
## Iteration 24 lambda =  -0.2741246 
## Iteration 1 lambda =  0.3552588 
## Iteration 2 lambda =  0.03288825 
## Iteration 3 lambda =  -0.128297 
## Iteration 4 lambda =  -0.2088897 
## Iteration 5 lambda =  -0.249186 
## Iteration 6 lambda =  -0.2693342 
## Iteration 7 lambda =  -0.2794082 
## Iteration 8 lambda =  -0.2844453 
## Iteration 9 lambda =  -0.2869638 
## Iteration 10 lambda =  -0.2882231 
## Iteration 11 lambda =  -0.2888527 
## Iteration 12 lambda =  -0.2891675 
## Iteration 13 lambda =  -0.2893249 
## Iteration 14 lambda =  -0.2894036 
## Iteration 15 lambda =  -0.289443 
## Iteration 16 lambda =  -0.2894627 
## Iteration 17 lambda =  -0.2894725 
## Iteration 18 lambda =  -0.2894774 
## Iteration 19 lambda =  -0.2894799 
## Iteration 20 lambda =  -0.2894811 
## Iteration 21 lambda =  -0.2894817 
## Iteration 22 lambda =  -0.289482 
## Iteration 23 lambda =  -0.2894822 
## Iteration 24 lambda =  -0.2894823 
## Iteration 1 lambda =  0.29867 
## Iteration 2 lambda =  -0.05199502 
## Iteration 3 lambda =  -0.2273275 
## Iteration 4 lambda =  -0.3149938 
## Iteration 5 lambda =  -0.3588269 
## Iteration 6 lambda =  -0.3807435 
## Iteration 7 lambda =  -0.3917017 
## Iteration 8 lambda =  -0.3971809 
## Iteration 9 lambda =  -0.3999205 
## Iteration 10 lambda =  -0.4012902 
## Iteration 11 lambda =  -0.4019751 
## Iteration 12 lambda =  -0.4023176 
## Iteration 13 lambda =  -0.4024888 
## Iteration 14 lambda =  -0.4025744 
## Iteration 15 lambda =  -0.4026172 
## Iteration 16 lambda =  -0.4026386 
## Iteration 17 lambda =  -0.4026493 
## Iteration 18 lambda =  -0.4026547 
## Iteration 19 lambda =  -0.4026574 
## Iteration 20 lambda =  -0.4026587 
## Iteration 21 lambda =  -0.4026594 
## Iteration 22 lambda =  -0.4026597 
## Iteration 23 lambda =  -0.4026599 
## Iteration 24 lambda =  -0.4026599 
## Iteration 1 lambda =  0.3637542 
## Iteration 2 lambda =  0.04563128 
## Iteration 3 lambda =  -0.1134302 
## Iteration 4 lambda =  -0.1929609 
## Iteration 5 lambda =  -0.2327263 
## Iteration 6 lambda =  -0.2526089 
## Iteration 7 lambda =  -0.2625503 
## Iteration 8 lambda =  -0.267521 
## Iteration 9 lambda =  -0.2700063 
## Iteration 10 lambda =  -0.271249 
## Iteration 11 lambda =  -0.2718703 
## Iteration 12 lambda =  -0.272181 
## Iteration 13 lambda =  -0.2723363 
## Iteration 14 lambda =  -0.272414 
## Iteration 15 lambda =  -0.2724528 
## Iteration 16 lambda =  -0.2724722 
## Iteration 17 lambda =  -0.2724819 
## Iteration 18 lambda =  -0.2724868 
## Iteration 19 lambda =  -0.2724892 
## Iteration 20 lambda =  -0.2724904 
## Iteration 21 lambda =  -0.272491 
## Iteration 22 lambda =  -0.2724913 
## Iteration 23 lambda =  -0.2724915 
## Iteration 24 lambda =  -0.2724915 
## Iteration 1 lambda =  0.3379187 
## Iteration 2 lambda =  0.006878032 
## Iteration 3 lambda =  -0.1586423 
## Iteration 4 lambda =  -0.2414025 
## Iteration 5 lambda =  -0.2827825 
## Iteration 6 lambda =  -0.3034726 
## Iteration 7 lambda =  -0.3138176 
## Iteration 8 lambda =  -0.3189901 
## Iteration 9 lambda =  -0.3215764 
## Iteration 10 lambda =  -0.3228695 
## Iteration 11 lambda =  -0.3235161 
## Iteration 12 lambda =  -0.3238393 
## Iteration 13 lambda =  -0.324001 
## Iteration 14 lambda =  -0.3240818 
## Iteration 15 lambda =  -0.3241222 
## Iteration 16 lambda =  -0.3241424 
## Iteration 17 lambda =  -0.3241525 
## Iteration 18 lambda =  -0.3241576 
## Iteration 19 lambda =  -0.3241601 
## Iteration 20 lambda =  -0.3241614 
## Iteration 21 lambda =  -0.324162 
## Iteration 22 lambda =  -0.3241623 
## Iteration 23 lambda =  -0.3241625 
## Iteration 24 lambda =  -0.3241625 
## Iteration 1 lambda =  0.3049679 
## Iteration 2 lambda =  -0.04254815 
## Iteration 3 lambda =  -0.2163062 
## Iteration 4 lambda =  -0.3031852 
## Iteration 5 lambda =  -0.3466247 
## Iteration 6 lambda =  -0.3683444 
## Iteration 7 lambda =  -0.3792043 
## Iteration 8 lambda =  -0.3846343 
## Iteration 9 lambda =  -0.3873492 
## Iteration 10 lambda =  -0.3887067 
## Iteration 11 lambda =  -0.3893855 
## Iteration 12 lambda =  -0.3897248 
## Iteration 13 lambda =  -0.3898945 
## Iteration 14 lambda =  -0.3899794 
## Iteration 15 lambda =  -0.3900218 
## Iteration 16 lambda =  -0.390043 
## Iteration 17 lambda =  -0.3900536 
## Iteration 18 lambda =  -0.3900589 
## Iteration 19 lambda =  -0.3900615 
## Iteration 20 lambda =  -0.3900629 
## Iteration 21 lambda =  -0.3900635 
## Iteration 22 lambda =  -0.3900639 
## Iteration 23 lambda =  -0.390064 
## Iteration 24 lambda =  -0.3900641 
## Iteration 1 lambda =  0.2477498 
## Iteration 2 lambda =  -0.1283753 
## Iteration 3 lambda =  -0.3164379 
## Iteration 4 lambda =  -0.4104692 
## Iteration 5 lambda =  -0.4574848 
## Iteration 6 lambda =  -0.4809926 
## Iteration 7 lambda =  -0.4927465 
## Iteration 8 lambda =  -0.4986235 
## Iteration 9 lambda =  -0.501562 
## Iteration 10 lambda =  -0.5030312 
## Iteration 11 lambda =  -0.5037658 
## Iteration 12 lambda =  -0.5041331 
## Iteration 13 lambda =  -0.5043168 
## Iteration 14 lambda =  -0.5044086 
## Iteration 15 lambda =  -0.5044545 
## Iteration 16 lambda =  -0.5044775 
## Iteration 17 lambda =  -0.504489 
## Iteration 18 lambda =  -0.5044947 
## Iteration 19 lambda =  -0.5044976 
## Iteration 20 lambda =  -0.504499 
## Iteration 21 lambda =  -0.5044997 
## Iteration 22 lambda =  -0.5045001 
## Iteration 23 lambda =  -0.5045003 
## Iteration 24 lambda =  -0.5045003 
## Iteration 1 lambda =  0.3110309 
## Iteration 2 lambda =  -0.03345361 
## Iteration 3 lambda =  -0.2056959 
## Iteration 4 lambda =  -0.291817 
## Iteration 5 lambda =  -0.3348776 
## Iteration 6 lambda =  -0.3564079 
## Iteration 7 lambda =  -0.367173 
## Iteration 8 lambda =  -0.3725556 
## Iteration 9 lambda =  -0.3752469 
## Iteration 10 lambda =  -0.3765925 
## Iteration 11 lambda =  -0.3772653 
## Iteration 12 lambda =  -0.3776017 
## Iteration 13 lambda =  -0.3777699 
## Iteration 14 lambda =  -0.3778541 
## Iteration 15 lambda =  -0.3778961 
## Iteration 16 lambda =  -0.3779171 
## Iteration 17 lambda =  -0.3779276 
## Iteration 18 lambda =  -0.3779329 
## Iteration 19 lambda =  -0.3779355 
## Iteration 20 lambda =  -0.3779368 
## Iteration 21 lambda =  -0.3779375 
## Iteration 22 lambda =  -0.3779378 
## Iteration 23 lambda =  -0.377938 
## Iteration 24 lambda =  -0.3779381 
## Iteration 1 lambda =  0.2818982 
## Iteration 2 lambda =  -0.07715276 
## Iteration 3 lambda =  -0.2566782 
## Iteration 4 lambda =  -0.3464409 
## Iteration 5 lambda =  -0.3913223 
## Iteration 6 lambda =  -0.413763 
## Iteration 7 lambda =  -0.4249833 
## Iteration 8 lambda =  -0.4305935 
## Iteration 9 lambda =  -0.4333986 
## Iteration 10 lambda =  -0.4348011 
## Iteration 11 lambda =  -0.4355024 
## Iteration 12 lambda =  -0.435853 
## Iteration 13 lambda =  -0.4360284 
## Iteration 14 lambda =  -0.436116 
## Iteration 15 lambda =  -0.4361598 
## Iteration 16 lambda =  -0.4361818 
## Iteration 17 lambda =  -0.4361927 
## Iteration 18 lambda =  -0.4361982 
## Iteration 19 lambda =  -0.4362009 
## Iteration 20 lambda =  -0.4362023 
## Iteration 21 lambda =  -0.436203 
## Iteration 22 lambda =  -0.4362033 
## Iteration 23 lambda =  -0.4362035 
## Iteration 24 lambda =  -0.4362036 
## Iteration 1 lambda =  0.2810679 
## Iteration 2 lambda =  -0.07839809 
## Iteration 3 lambda =  -0.2581311 
## Iteration 4 lambda =  -0.3479976 
## Iteration 5 lambda =  -0.3929309 
## Iteration 6 lambda =  -0.4153975 
## Iteration 7 lambda =  -0.4266308 
## Iteration 8 lambda =  -0.4322475 
## Iteration 9 lambda =  -0.4350558 
## Iteration 10 lambda =  -0.43646 
## Iteration 11 lambda =  -0.437162 
## Iteration 12 lambda =  -0.4375131 
## Iteration 13 lambda =  -0.4376886 
## Iteration 14 lambda =  -0.4377764 
## Iteration 15 lambda =  -0.4378202 
## Iteration 16 lambda =  -0.4378422 
## Iteration 17 lambda =  -0.4378531 
## Iteration 18 lambda =  -0.4378586 
## Iteration 19 lambda =  -0.4378614 
## Iteration 20 lambda =  -0.4378627 
## Iteration 21 lambda =  -0.4378634 
## Iteration 22 lambda =  -0.4378638 
## Iteration 23 lambda =  -0.4378639 
## Iteration 24 lambda =  -0.437864 
## Iteration 1 lambda =  0.3317703 
## Iteration 2 lambda =  -0.002344557 
## Iteration 3 lambda =  -0.169402 
## Iteration 4 lambda =  -0.2529307 
## Iteration 5 lambda =  -0.2946951 
## Iteration 6 lambda =  -0.3155772 
## Iteration 7 lambda =  -0.3260183 
## Iteration 8 lambda =  -0.3312389 
## Iteration 9 lambda =  -0.3338491 
## Iteration 10 lambda =  -0.3351543 
## Iteration 11 lambda =  -0.3358068 
## Iteration 12 lambda =  -0.3361331 
## Iteration 13 lambda =  -0.3362963 
## Iteration 14 lambda =  -0.3363778 
## Iteration 15 lambda =  -0.3364186 
## Iteration 16 lambda =  -0.336439 
## Iteration 17 lambda =  -0.3364492 
## Iteration 18 lambda =  -0.3364543 
## Iteration 19 lambda =  -0.3364569 
## Iteration 20 lambda =  -0.3364581 
## Iteration 21 lambda =  -0.3364588 
## Iteration 22 lambda =  -0.3364591 
## Iteration 23 lambda =  -0.3364593 
## Iteration 24 lambda =  -0.3364593 
## Iteration 1 lambda =  0.2874178 
## Iteration 2 lambda =  -0.06887329 
## Iteration 3 lambda =  -0.2470188 
## Iteration 4 lambda =  -0.3360916 
## Iteration 5 lambda =  -0.380628 
## Iteration 6 lambda =  -0.4028962 
## Iteration 7 lambda =  -0.4140303 
## Iteration 8 lambda =  -0.4195973 
## Iteration 9 lambda =  -0.4223809 
## Iteration 10 lambda =  -0.4237726 
## Iteration 11 lambda =  -0.4244685 
## Iteration 12 lambda =  -0.4248164 
## Iteration 13 lambda =  -0.4249904 
## Iteration 14 lambda =  -0.4250774 
## Iteration 15 lambda =  -0.4251209 
## Iteration 16 lambda =  -0.4251426 
## Iteration 17 lambda =  -0.4251535 
## Iteration 18 lambda =  -0.4251589 
## Iteration 19 lambda =  -0.4251617 
## Iteration 20 lambda =  -0.425163 
## Iteration 21 lambda =  -0.4251637 
## Iteration 22 lambda =  -0.425164 
## Iteration 23 lambda =  -0.4251642 
## Iteration 24 lambda =  -0.4251643 
## Iteration 1 lambda =  0.2707912 
## Iteration 2 lambda =  -0.09381316 
## Iteration 3 lambda =  -0.2761154 
## Iteration 4 lambda =  -0.3672665 
## Iteration 5 lambda =  -0.412842 
## Iteration 6 lambda =  -0.4356298 
## Iteration 7 lambda =  -0.4470237 
## Iteration 8 lambda =  -0.4527206 
## Iteration 9 lambda =  -0.4555691 
## Iteration 10 lambda =  -0.4569933 
## Iteration 11 lambda =  -0.4577054 
## Iteration 12 lambda =  -0.4580615 
## Iteration 13 lambda =  -0.4582395 
## Iteration 14 lambda =  -0.4583285 
## Iteration 15 lambda =  -0.458373 
## Iteration 16 lambda =  -0.4583953 
## Iteration 17 lambda =  -0.4584064 
## Iteration 18 lambda =  -0.458412 
## Iteration 19 lambda =  -0.4584148 
## Iteration 20 lambda =  -0.4584162 
## Iteration 21 lambda =  -0.4584169 
## Iteration 22 lambda =  -0.4584172 
## Iteration 23 lambda =  -0.4584174 
## Iteration 24 lambda =  -0.4584175 
## Iteration 1 lambda =  0.2994359 
## Iteration 2 lambda =  -0.05084618 
## Iteration 3 lambda =  -0.2259872 
## Iteration 4 lambda =  -0.3135577 
## Iteration 5 lambda =  -0.357343 
## Iteration 6 lambda =  -0.3792356 
## Iteration 7 lambda =  -0.3901819 
## Iteration 8 lambda =  -0.3956551 
## Iteration 9 lambda =  -0.3983917 
## Iteration 10 lambda =  -0.39976 
## Iteration 11 lambda =  -0.4004441 
## Iteration 12 lambda =  -0.4007862 
## Iteration 13 lambda =  -0.4009572 
## Iteration 14 lambda =  -0.4010427 
## Iteration 15 lambda =  -0.4010855 
## Iteration 16 lambda =  -0.4011069 
## Iteration 17 lambda =  -0.4011176 
## Iteration 18 lambda =  -0.4011229 
## Iteration 19 lambda =  -0.4011256 
## Iteration 20 lambda =  -0.4011269 
## Iteration 21 lambda =  -0.4011276 
## Iteration 22 lambda =  -0.4011279 
## Iteration 23 lambda =  -0.4011281 
## Iteration 24 lambda =  -0.4011282 
## Iteration 1 lambda =  0.2807547 
## Iteration 2 lambda =  -0.07886796 
## Iteration 3 lambda =  -0.2586793 
## Iteration 4 lambda =  -0.348585 
## Iteration 5 lambda =  -0.3935378 
## Iteration 6 lambda =  -0.4160142 
## Iteration 7 lambda =  -0.4272524 
## Iteration 8 lambda =  -0.4328715 
## Iteration 9 lambda =  -0.4356811 
## Iteration 10 lambda =  -0.4370858 
## Iteration 11 lambda =  -0.4377882 
## Iteration 12 lambda =  -0.4381394 
## Iteration 13 lambda =  -0.438315 
## Iteration 14 lambda =  -0.4384028 
## Iteration 15 lambda =  -0.4384467 
## Iteration 16 lambda =  -0.4384687 
## Iteration 17 lambda =  -0.4384796 
## Iteration 18 lambda =  -0.4384851 
## Iteration 19 lambda =  -0.4384879 
## Iteration 20 lambda =  -0.4384892 
## Iteration 21 lambda =  -0.4384899 
## Iteration 22 lambda =  -0.4384903 
## Iteration 23 lambda =  -0.4384904 
## Iteration 24 lambda =  -0.4384905 
## Iteration 1 lambda =  0.3126164 
## Iteration 2 lambda =  -0.0310754 
## Iteration 3 lambda =  -0.2029213 
## Iteration 4 lambda =  -0.2888443 
## Iteration 5 lambda =  -0.3318057 
## Iteration 6 lambda =  -0.3532865 
## Iteration 7 lambda =  -0.3640268 
## Iteration 8 lambda =  -0.369397 
## Iteration 9 lambda =  -0.3720821 
## Iteration 10 lambda =  -0.3734247 
## Iteration 11 lambda =  -0.3740959 
## Iteration 12 lambda =  -0.3744316 
## Iteration 13 lambda =  -0.3745994 
## Iteration 14 lambda =  -0.3746833 
## Iteration 15 lambda =  -0.3747252 
## Iteration 16 lambda =  -0.3747462 
## Iteration 17 lambda =  -0.3747567 
## Iteration 18 lambda =  -0.374762 
## Iteration 19 lambda =  -0.3747646 
## Iteration 20 lambda =  -0.3747659 
## Iteration 21 lambda =  -0.3747665 
## Iteration 22 lambda =  -0.3747669 
## Iteration 23 lambda =  -0.374767 
## Iteration 24 lambda =  -0.3747671 
## Iteration 1 lambda =  0.3037546 
## Iteration 2 lambda =  -0.04436806 
## Iteration 3 lambda =  -0.2184294 
## Iteration 4 lambda =  -0.3054601 
## Iteration 5 lambda =  -0.3489754 
## Iteration 6 lambda =  -0.3707331 
## Iteration 7 lambda =  -0.3816119 
## Iteration 8 lambda =  -0.3870513 
## Iteration 9 lambda =  -0.389771 
## Iteration 10 lambda =  -0.3911309 
## Iteration 11 lambda =  -0.3918108 
## Iteration 12 lambda =  -0.3921508 
## Iteration 13 lambda =  -0.3923208 
## Iteration 14 lambda =  -0.3924058 
## Iteration 15 lambda =  -0.3924483 
## Iteration 16 lambda =  -0.3924695 
## Iteration 17 lambda =  -0.3924801 
## Iteration 18 lambda =  -0.3924854 
## Iteration 19 lambda =  -0.3924881 
## Iteration 20 lambda =  -0.3924894 
## Iteration 21 lambda =  -0.3924901 
## Iteration 22 lambda =  -0.3924904 
## Iteration 23 lambda =  -0.3924906 
## Iteration 24 lambda =  -0.3924907 
## Iteration 1 lambda =  0.2472403 
## Iteration 2 lambda =  -0.1291395 
## Iteration 3 lambda =  -0.3173295 
## Iteration 4 lambda =  -0.4114244 
## Iteration 5 lambda =  -0.4584719 
## Iteration 6 lambda =  -0.4819957 
## Iteration 7 lambda =  -0.4937575 
## Iteration 8 lambda =  -0.4996385 
## Iteration 9 lambda =  -0.5025789 
## Iteration 10 lambda =  -0.5040492 
## Iteration 11 lambda =  -0.5047843 
## Iteration 12 lambda =  -0.5051518 
## Iteration 13 lambda =  -0.5053356 
## Iteration 14 lambda =  -0.5054275 
## Iteration 15 lambda =  -0.5054735 
## Iteration 16 lambda =  -0.5054964 
## Iteration 17 lambda =  -0.5055079 
## Iteration 18 lambda =  -0.5055137 
## Iteration 19 lambda =  -0.5055165 
## Iteration 20 lambda =  -0.505518 
## Iteration 21 lambda =  -0.5055187 
## Iteration 22 lambda =  -0.505519 
## Iteration 23 lambda =  -0.5055192 
## Iteration 24 lambda =  -0.5055193 
## Iteration 1 lambda =  0.3109491 
## Iteration 2 lambda =  -0.03357632 
## Iteration 3 lambda =  -0.205839 
## Iteration 4 lambda =  -0.2919704 
## Iteration 5 lambda =  -0.3350361 
## Iteration 6 lambda =  -0.3565689 
## Iteration 7 lambda =  -0.3673353 
## Iteration 8 lambda =  -0.3727185 
## Iteration 9 lambda =  -0.3754101 
## Iteration 10 lambda =  -0.376756 
## Iteration 11 lambda =  -0.3774289 
## Iteration 12 lambda =  -0.3777653 
## Iteration 13 lambda =  -0.3779335 
## Iteration 14 lambda =  -0.3780176 
## Iteration 15 lambda =  -0.3780597 
## Iteration 16 lambda =  -0.3780807 
## Iteration 17 lambda =  -0.3780912 
## Iteration 18 lambda =  -0.3780965 
## Iteration 19 lambda =  -0.3780991 
## Iteration 20 lambda =  -0.3781004 
## Iteration 21 lambda =  -0.3781011 
## Iteration 22 lambda =  -0.3781014 
## Iteration 23 lambda =  -0.3781016 
## Iteration 24 lambda =  -0.3781017 
## Iteration 1 lambda =  0.314107 
## Iteration 2 lambda =  -0.02883947 
## Iteration 3 lambda =  -0.2003127 
## Iteration 4 lambda =  -0.2860493 
## Iteration 5 lambda =  -0.3289177 
## Iteration 6 lambda =  -0.3503518 
## Iteration 7 lambda =  -0.3610689 
## Iteration 8 lambda =  -0.3664274 
## Iteration 9 lambda =  -0.3691067 
## Iteration 10 lambda =  -0.3704463 
## Iteration 11 lambda =  -0.3711161 
## Iteration 12 lambda =  -0.3714511 
## Iteration 13 lambda =  -0.3716185 
## Iteration 14 lambda =  -0.3717022 
## Iteration 15 lambda =  -0.3717441 
## Iteration 16 lambda =  -0.371765 
## Iteration 17 lambda =  -0.3717755 
## Iteration 18 lambda =  -0.3717807 
## Iteration 19 lambda =  -0.3717833 
## Iteration 20 lambda =  -0.3717847 
## Iteration 21 lambda =  -0.3717853 
## Iteration 22 lambda =  -0.3717856 
## Iteration 23 lambda =  -0.3717858 
## Iteration 24 lambda =  -0.3717859 
## Iteration 1 lambda =  0.3648902 
## Iteration 2 lambda =  0.04733525 
## Iteration 3 lambda =  -0.1114422 
## Iteration 4 lambda =  -0.1908309 
## Iteration 5 lambda =  -0.2305253 
## Iteration 6 lambda =  -0.2503725 
## Iteration 7 lambda =  -0.2602961 
## Iteration 8 lambda =  -0.2652579 
## Iteration 9 lambda =  -0.2677388 
## Iteration 10 lambda =  -0.2689792 
## Iteration 11 lambda =  -0.2695994 
## Iteration 12 lambda =  -0.2699096 
## Iteration 13 lambda =  -0.2700646 
## Iteration 14 lambda =  -0.2701421 
## Iteration 15 lambda =  -0.2701809 
## Iteration 16 lambda =  -0.2702003 
## Iteration 17 lambda =  -0.27021 
## Iteration 18 lambda =  -0.2702148 
## Iteration 19 lambda =  -0.2702172 
## Iteration 20 lambda =  -0.2702185 
## Iteration 21 lambda =  -0.2702191 
## Iteration 22 lambda =  -0.2702194 
## Iteration 23 lambda =  -0.2702195 
## Iteration 24 lambda =  -0.2702196 
## Iteration 1 lambda =  0.3274031 
## Iteration 2 lambda =  -0.008895343 
## Iteration 3 lambda =  -0.1770446 
## Iteration 4 lambda =  -0.2611192 
## Iteration 5 lambda =  -0.3031565 
## Iteration 6 lambda =  -0.3241751 
## Iteration 7 lambda =  -0.3346845 
## Iteration 8 lambda =  -0.3399391 
## Iteration 9 lambda =  -0.3425665 
## Iteration 10 lambda =  -0.3438801 
## Iteration 11 lambda =  -0.344537 
## Iteration 12 lambda =  -0.3448654 
## Iteration 13 lambda =  -0.3450296 
## Iteration 14 lambda =  -0.3451117 
## Iteration 15 lambda =  -0.3451527 
## Iteration 16 lambda =  -0.3451733 
## Iteration 17 lambda =  -0.3451835 
## Iteration 18 lambda =  -0.3451887 
## Iteration 19 lambda =  -0.3451912 
## Iteration 20 lambda =  -0.3451925 
## Iteration 21 lambda =  -0.3451931 
## Iteration 22 lambda =  -0.3451935 
## Iteration 23 lambda =  -0.3451936 
## Iteration 24 lambda =  -0.3451937 
## Iteration 1 lambda =  0.3066148 
## Iteration 2 lambda =  -0.04007783 
## Iteration 3 lambda =  -0.2134241 
## Iteration 4 lambda =  -0.3000973 
## Iteration 5 lambda =  -0.3434339 
## Iteration 6 lambda =  -0.3651022 
## Iteration 7 lambda =  -0.3759363 
## Iteration 8 lambda =  -0.3813534 
## Iteration 9 lambda =  -0.3840619 
## Iteration 10 lambda =  -0.3854162 
## Iteration 11 lambda =  -0.3860933 
## Iteration 12 lambda =  -0.3864319 
## Iteration 13 lambda =  -0.3866012 
## Iteration 14 lambda =  -0.3866858 
## Iteration 15 lambda =  -0.3867281 
## Iteration 16 lambda =  -0.3867493 
## Iteration 17 lambda =  -0.3867599 
## Iteration 18 lambda =  -0.3867652 
## Iteration 19 lambda =  -0.3867678 
## Iteration 20 lambda =  -0.3867691 
## Iteration 21 lambda =  -0.3867698 
## Iteration 22 lambda =  -0.3867701 
## Iteration 23 lambda =  -0.3867703 
## Iteration 24 lambda =  -0.3867704 
## Iteration 1 lambda =  0.2921524 
## Iteration 2 lambda =  -0.0617714 
## Iteration 3 lambda =  -0.2387333 
## Iteration 4 lambda =  -0.3272143 
## Iteration 5 lambda =  -0.3714547 
## Iteration 6 lambda =  -0.393575 
## Iteration 7 lambda =  -0.4046351 
## Iteration 8 lambda =  -0.4101651 
## Iteration 9 lambda =  -0.4129302 
## Iteration 10 lambda =  -0.4143127 
## Iteration 11 lambda =  -0.4150039 
## Iteration 12 lambda =  -0.4153496 
## Iteration 13 lambda =  -0.4155224 
## Iteration 14 lambda =  -0.4156088 
## Iteration 15 lambda =  -0.415652 
## Iteration 16 lambda =  -0.4156736 
## Iteration 17 lambda =  -0.4156844 
## Iteration 18 lambda =  -0.4156898 
## Iteration 19 lambda =  -0.4156925 
## Iteration 20 lambda =  -0.4156939 
## Iteration 21 lambda =  -0.4156945 
## Iteration 22 lambda =  -0.4156949 
## Iteration 23 lambda =  -0.415695 
## Iteration 24 lambda =  -0.4156951 
## Iteration 1 lambda =  0.1982759 
## Iteration 2 lambda =  -0.2025861 
## Iteration 3 lambda =  -0.4030171 
## Iteration 4 lambda =  -0.5032326 
## Iteration 5 lambda =  -0.5533404 
## Iteration 6 lambda =  -0.5783942 
## Iteration 7 lambda =  -0.5909212 
## Iteration 8 lambda =  -0.5971846 
## Iteration 9 lambda =  -0.6003164 
## Iteration 10 lambda =  -0.6018822 
## Iteration 11 lambda =  -0.6026652 
## Iteration 12 lambda =  -0.6030566 
## Iteration 13 lambda =  -0.6032524 
## Iteration 14 lambda =  -0.6033503 
## Iteration 15 lambda =  -0.6033992 
## Iteration 16 lambda =  -0.6034237 
## Iteration 17 lambda =  -0.6034359 
## Iteration 18 lambda =  -0.603442 
## Iteration 19 lambda =  -0.6034451 
## Iteration 20 lambda =  -0.6034466 
## Iteration 21 lambda =  -0.6034474 
## Iteration 22 lambda =  -0.6034477 
## Iteration 23 lambda =  -0.6034479 
## Iteration 24 lambda =  -0.603448 
## Iteration 1 lambda =  0.3013591 
## Iteration 2 lambda =  -0.04796132 
## Iteration 3 lambda =  -0.2226215 
## Iteration 4 lambda =  -0.3099516 
## Iteration 5 lambda =  -0.3536167 
## Iteration 6 lambda =  -0.3754492 
## Iteration 7 lambda =  -0.3863655 
## Iteration 8 lambda =  -0.3918236 
## Iteration 9 lambda =  -0.3945527 
## Iteration 10 lambda =  -0.3959172 
## Iteration 11 lambda =  -0.3965995 
## Iteration 12 lambda =  -0.3969406 
## Iteration 13 lambda =  -0.3971112 
## Iteration 14 lambda =  -0.3971965 
## Iteration 15 lambda =  -0.3972391 
## Iteration 16 lambda =  -0.3972604 
## Iteration 17 lambda =  -0.3972711 
## Iteration 18 lambda =  -0.3972764 
## Iteration 19 lambda =  -0.3972791 
## Iteration 20 lambda =  -0.3972804 
## Iteration 21 lambda =  -0.3972811 
## Iteration 22 lambda =  -0.3972814 
## Iteration 23 lambda =  -0.3972816 
## Iteration 24 lambda =  -0.3972817 
## Iteration 1 lambda =  0.3550331 
## Iteration 2 lambda =  0.03254967 
## Iteration 3 lambda =  -0.1286921 
## Iteration 4 lambda =  -0.2093129 
## Iteration 5 lambda =  -0.2496233 
## Iteration 6 lambda =  -0.2697786 
## Iteration 7 lambda =  -0.2798562 
## Iteration 8 lambda =  -0.284895 
## Iteration 9 lambda =  -0.2874144 
## Iteration 10 lambda =  -0.2886741 
## Iteration 11 lambda =  -0.2893039 
## Iteration 12 lambda =  -0.2896189 
## Iteration 13 lambda =  -0.2897763 
## Iteration 14 lambda =  -0.289855 
## Iteration 15 lambda =  -0.2898944 
## Iteration 16 lambda =  -0.2899141 
## Iteration 17 lambda =  -0.2899239 
## Iteration 18 lambda =  -0.2899289 
## Iteration 19 lambda =  -0.2899313 
## Iteration 20 lambda =  -0.2899325 
## Iteration 21 lambda =  -0.2899332 
## Iteration 22 lambda =  -0.2899335 
## Iteration 23 lambda =  -0.2899336 
## Iteration 24 lambda =  -0.2899337 
## Iteration 1 lambda =  0.3507361 
## Iteration 2 lambda =  0.02610409 
## Iteration 3 lambda =  -0.1362119 
## Iteration 4 lambda =  -0.2173699 
## Iteration 5 lambda =  -0.2579489 
## Iteration 6 lambda =  -0.2782384 
## Iteration 7 lambda =  -0.2883831 
## Iteration 8 lambda =  -0.2934555 
## Iteration 9 lambda =  -0.2959917 
## Iteration 10 lambda =  -0.2972598 
## Iteration 11 lambda =  -0.2978938 
## Iteration 12 lambda =  -0.2982109 
## Iteration 13 lambda =  -0.2983694 
## Iteration 14 lambda =  -0.2984486 
## Iteration 15 lambda =  -0.2984883 
## Iteration 16 lambda =  -0.2985081 
## Iteration 17 lambda =  -0.298518 
## Iteration 18 lambda =  -0.2985229 
## Iteration 19 lambda =  -0.2985254 
## Iteration 20 lambda =  -0.2985266 
## Iteration 21 lambda =  -0.2985273 
## Iteration 22 lambda =  -0.2985276 
## Iteration 23 lambda =  -0.2985277 
## Iteration 24 lambda =  -0.2985278 
## Iteration 1 lambda =  0.3129069 
## Iteration 2 lambda =  -0.03063972 
## Iteration 3 lambda =  -0.202413 
## Iteration 4 lambda =  -0.2882996 
## Iteration 5 lambda =  -0.331243 
## Iteration 6 lambda =  -0.3527146 
## Iteration 7 lambda =  -0.3634505 
## Iteration 8 lambda =  -0.3688184 
## Iteration 9 lambda =  -0.3715023 
## Iteration 10 lambda =  -0.3728443 
## Iteration 11 lambda =  -0.3735153 
## Iteration 12 lambda =  -0.3738508 
## Iteration 13 lambda =  -0.3740185 
## Iteration 14 lambda =  -0.3741024 
## Iteration 15 lambda =  -0.3741444 
## Iteration 16 lambda =  -0.3741653 
## Iteration 17 lambda =  -0.3741758 
## Iteration 18 lambda =  -0.374181 
## Iteration 19 lambda =  -0.3741837 
## Iteration 20 lambda =  -0.374185 
## Iteration 21 lambda =  -0.3741856 
## Iteration 22 lambda =  -0.374186 
## Iteration 23 lambda =  -0.3741861 
## Iteration 24 lambda =  -0.3741862 
## Iteration 1 lambda =  0.3425551 
## Iteration 2 lambda =  0.01383266 
## Iteration 3 lambda =  -0.1505286 
## Iteration 4 lambda =  -0.2327092 
## Iteration 5 lambda =  -0.2737995 
## Iteration 6 lambda =  -0.2943446 
## Iteration 7 lambda =  -0.3046172 
## Iteration 8 lambda =  -0.3097535 
## Iteration 9 lambda =  -0.3123216 
## Iteration 10 lambda =  -0.3136057 
## Iteration 11 lambda =  -0.3142477 
## Iteration 12 lambda =  -0.3145688 
## Iteration 13 lambda =  -0.3147293 
## Iteration 14 lambda =  -0.3148095 
## Iteration 15 lambda =  -0.3148497 
## Iteration 16 lambda =  -0.3148697 
## Iteration 17 lambda =  -0.3148798 
## Iteration 18 lambda =  -0.3148848 
## Iteration 19 lambda =  -0.3148873 
## Iteration 20 lambda =  -0.3148885 
## Iteration 21 lambda =  -0.3148892 
## Iteration 22 lambda =  -0.3148895 
## Iteration 23 lambda =  -0.3148896 
## Iteration 24 lambda =  -0.3148897 
## Iteration 1 lambda =  0.3054537 
## Iteration 2 lambda =  -0.04181946 
## Iteration 3 lambda =  -0.215456 
## Iteration 4 lambda =  -0.3022743 
## Iteration 5 lambda =  -0.3456835 
## Iteration 6 lambda =  -0.367388 
## Iteration 7 lambda =  -0.3782403 
## Iteration 8 lambda =  -0.3836665 
## Iteration 9 lambda =  -0.3863795 
## Iteration 10 lambda =  -0.3877361 
## Iteration 11 lambda =  -0.3884143 
## Iteration 12 lambda =  -0.3887535 
## Iteration 13 lambda =  -0.388923 
## Iteration 14 lambda =  -0.3890078 
## Iteration 15 lambda =  -0.3890502 
## Iteration 16 lambda =  -0.3890714 
## Iteration 17 lambda =  -0.389082 
## Iteration 18 lambda =  -0.3890873 
## Iteration 19 lambda =  -0.38909 
## Iteration 20 lambda =  -0.3890913 
## Iteration 21 lambda =  -0.3890919 
## Iteration 22 lambda =  -0.3890923 
## Iteration 23 lambda =  -0.3890924 
## Iteration 24 lambda =  -0.3890925 
## Iteration 1 lambda =  0.3566846 
## Iteration 2 lambda =  0.03502688 
## Iteration 3 lambda =  -0.125802 
## Iteration 4 lambda =  -0.2062164 
## Iteration 5 lambda =  -0.2464236 
## Iteration 6 lambda =  -0.2665272 
## Iteration 7 lambda =  -0.276579 
## Iteration 8 lambda =  -0.2816049 
## Iteration 9 lambda =  -0.2841179 
## Iteration 10 lambda =  -0.2853744 
## Iteration 11 lambda =  -0.2860026 
## Iteration 12 lambda =  -0.2863167 
## Iteration 13 lambda =  -0.2864738 
## Iteration 14 lambda =  -0.2865523 
## Iteration 15 lambda =  -0.2865916 
## Iteration 16 lambda =  -0.2866112 
## Iteration 17 lambda =  -0.286621 
## Iteration 18 lambda =  -0.2866259 
## Iteration 19 lambda =  -0.2866284 
## Iteration 20 lambda =  -0.2866296 
## Iteration 21 lambda =  -0.2866302 
## Iteration 22 lambda =  -0.2866305 
## Iteration 23 lambda =  -0.2866307 
## Iteration 24 lambda =  -0.2866308 
## Iteration 1 lambda =  0.215735 
## Iteration 2 lambda =  -0.1763975 
## Iteration 3 lambda =  -0.3724638 
## Iteration 4 lambda =  -0.4704969 
## Iteration 5 lambda =  -0.5195134 
## Iteration 6 lambda =  -0.5440217 
## Iteration 7 lambda =  -0.5562759 
## Iteration 8 lambda =  -0.5624029 
## Iteration 9 lambda =  -0.5654665 
## Iteration 10 lambda =  -0.5669982 
## Iteration 11 lambda =  -0.5677641 
## Iteration 12 lambda =  -0.5681471 
## Iteration 13 lambda =  -0.5683385 
## Iteration 14 lambda =  -0.5684343 
## Iteration 15 lambda =  -0.5684821 
## Iteration 16 lambda =  -0.5685061 
## Iteration 17 lambda =  -0.568518 
## Iteration 18 lambda =  -0.568524 
## Iteration 19 lambda =  -0.568527 
## Iteration 20 lambda =  -0.5685285 
## Iteration 21 lambda =  -0.5685293 
## Iteration 22 lambda =  -0.5685296 
## Iteration 23 lambda =  -0.5685298 
## Iteration 24 lambda =  -0.5685299 
## Iteration 1 lambda =  0.289262 
## Iteration 2 lambda =  -0.06610703 
## Iteration 3 lambda =  -0.2437915 
## Iteration 4 lambda =  -0.3326338 
## Iteration 5 lambda =  -0.3770549 
## Iteration 6 lambda =  -0.3992655 
## Iteration 7 lambda =  -0.4103708 
## Iteration 8 lambda =  -0.4159234 
## Iteration 9 lambda =  -0.4186997 
## Iteration 10 lambda =  -0.4200879 
## Iteration 11 lambda =  -0.420782 
## Iteration 12 lambda =  -0.421129 
## Iteration 13 lambda =  -0.4213025 
## Iteration 14 lambda =  -0.4213893 
## Iteration 15 lambda =  -0.4214327 
## Iteration 16 lambda =  -0.4214544 
## Iteration 17 lambda =  -0.4214652 
## Iteration 18 lambda =  -0.4214706 
## Iteration 19 lambda =  -0.4214733 
## Iteration 20 lambda =  -0.4214747 
## Iteration 21 lambda =  -0.4214754 
## Iteration 22 lambda =  -0.4214757 
## Iteration 23 lambda =  -0.4214759 
## Iteration 24 lambda =  -0.421476 
## Iteration 1 lambda =  0.3385152 
## Iteration 2 lambda =  0.007772784 
## Iteration 3 lambda =  -0.1575984 
## Iteration 4 lambda =  -0.240284 
## Iteration 5 lambda =  -0.2816268 
## Iteration 6 lambda =  -0.3022982 
## Iteration 7 lambda =  -0.3126339 
## Iteration 8 lambda =  -0.3178018 
## Iteration 9 lambda =  -0.3203857 
## Iteration 10 lambda =  -0.3216777 
## Iteration 11 lambda =  -0.3223236 
## Iteration 12 lambda =  -0.3226466 
## Iteration 13 lambda =  -0.3228081 
## Iteration 14 lambda =  -0.3228889 
## Iteration 15 lambda =  -0.3229292 
## Iteration 16 lambda =  -0.3229494 
## Iteration 17 lambda =  -0.3229595 
## Iteration 18 lambda =  -0.3229646 
## Iteration 19 lambda =  -0.3229671 
## Iteration 20 lambda =  -0.3229684 
## Iteration 21 lambda =  -0.322969 
## Iteration 22 lambda =  -0.3229693 
## Iteration 23 lambda =  -0.3229695 
## Iteration 24 lambda =  -0.3229695 
## Iteration 1 lambda =  0.3581297 
## Iteration 2 lambda =  0.03719449 
## Iteration 3 lambda =  -0.1232731 
## Iteration 4 lambda =  -0.2035069 
## Iteration 5 lambda =  -0.2436238 
## Iteration 6 lambda =  -0.2636822 
## Iteration 7 lambda =  -0.2737115 
## Iteration 8 lambda =  -0.2787261 
## Iteration 9 lambda =  -0.2812334 
## Iteration 10 lambda =  -0.282487 
## Iteration 11 lambda =  -0.2831139 
## Iteration 12 lambda =  -0.2834273 
## Iteration 13 lambda =  -0.283584 
## Iteration 14 lambda =  -0.2836623 
## Iteration 15 lambda =  -0.2837015 
## Iteration 16 lambda =  -0.2837211 
## Iteration 17 lambda =  -0.2837309 
## Iteration 18 lambda =  -0.2837358 
## Iteration 19 lambda =  -0.2837382 
## Iteration 20 lambda =  -0.2837395 
## Iteration 21 lambda =  -0.2837401 
## Iteration 22 lambda =  -0.2837404 
## Iteration 23 lambda =  -0.2837405 
## Iteration 24 lambda =  -0.2837406 
## Iteration 1 lambda =  0.3218088 
## Iteration 2 lambda =  -0.01728679 
## Iteration 3 lambda =  -0.1868346 
## Iteration 4 lambda =  -0.2716085 
## Iteration 5 lambda =  -0.3139954 
## Iteration 6 lambda =  -0.3351889 
## Iteration 7 lambda =  -0.3457857 
## Iteration 8 lambda =  -0.351084 
## Iteration 9 lambda =  -0.3537332 
## Iteration 10 lambda =  -0.3550578 
## Iteration 11 lambda =  -0.3557201 
## Iteration 12 lambda =  -0.3560512 
## Iteration 13 lambda =  -0.3562168 
## Iteration 14 lambda =  -0.3562996 
## Iteration 15 lambda =  -0.356341 
## Iteration 16 lambda =  -0.3563617 
## Iteration 17 lambda =  -0.356372 
## Iteration 18 lambda =  -0.3563772 
## Iteration 19 lambda =  -0.3563798 
## Iteration 20 lambda =  -0.3563811 
## Iteration 21 lambda =  -0.3563817 
## Iteration 22 lambda =  -0.3563821 
## Iteration 23 lambda =  -0.3563822 
## Iteration 24 lambda =  -0.3563823 
## Iteration 1 lambda =  0.3106924 
## Iteration 2 lambda =  -0.03396136 
## Iteration 3 lambda =  -0.2062883 
## Iteration 4 lambda =  -0.2924517 
## Iteration 5 lambda =  -0.3355334 
## Iteration 6 lambda =  -0.3570743 
## Iteration 7 lambda =  -0.3678447 
## Iteration 8 lambda =  -0.3732299 
## Iteration 9 lambda =  -0.3759225 
## Iteration 10 lambda =  -0.3772688 
## Iteration 11 lambda =  -0.377942 
## Iteration 12 lambda =  -0.3782786 
## Iteration 13 lambda =  -0.3784469 
## Iteration 14 lambda =  -0.378531 
## Iteration 15 lambda =  -0.3785731 
## Iteration 16 lambda =  -0.3785941 
## Iteration 17 lambda =  -0.3786046 
## Iteration 18 lambda =  -0.3786099 
## Iteration 19 lambda =  -0.3786125 
## Iteration 20 lambda =  -0.3786138 
## Iteration 21 lambda =  -0.3786145 
## Iteration 22 lambda =  -0.3786148 
## Iteration 23 lambda =  -0.378615 
## Iteration 24 lambda =  -0.3786151 
## Iteration 1 lambda =  0.3297061 
## Iteration 2 lambda =  -0.005440799 
## Iteration 3 lambda =  -0.1730143 
## Iteration 4 lambda =  -0.256801 
## Iteration 5 lambda =  -0.2986944 
## Iteration 6 lambda =  -0.319641 
## Iteration 7 lambda =  -0.3301144 
## Iteration 8 lambda =  -0.3353511 
## Iteration 9 lambda =  -0.3379694 
## Iteration 10 lambda =  -0.3392786 
## Iteration 11 lambda =  -0.3399331 
## Iteration 12 lambda =  -0.3402604 
## Iteration 13 lambda =  -0.3404241 
## Iteration 14 lambda =  -0.3405059 
## Iteration 15 lambda =  -0.3405468 
## Iteration 16 lambda =  -0.3405673 
## Iteration 17 lambda =  -0.3405775 
## Iteration 18 lambda =  -0.3405826 
## Iteration 19 lambda =  -0.3405852 
## Iteration 20 lambda =  -0.3405865 
## Iteration 21 lambda =  -0.3405871 
## Iteration 22 lambda =  -0.3405874 
## Iteration 23 lambda =  -0.3405876 
## Iteration 24 lambda =  -0.3405877 
## Iteration 1 lambda =  0.3206127 
## Iteration 2 lambda =  -0.01908092 
## Iteration 3 lambda =  -0.1889277 
## Iteration 4 lambda =  -0.2738512 
## Iteration 5 lambda =  -0.3163129 
## Iteration 6 lambda =  -0.3375437 
## Iteration 7 lambda =  -0.3481591 
## Iteration 8 lambda =  -0.3534669 
## Iteration 9 lambda =  -0.3561207 
## Iteration 10 lambda =  -0.3574476 
## Iteration 11 lambda =  -0.3581111 
## Iteration 12 lambda =  -0.3584428 
## Iteration 13 lambda =  -0.3586087 
## Iteration 14 lambda =  -0.3586916 
## Iteration 15 lambda =  -0.3587331 
## Iteration 16 lambda =  -0.3587538 
## Iteration 17 lambda =  -0.3587642 
## Iteration 18 lambda =  -0.3587694 
## Iteration 19 lambda =  -0.358772 
## Iteration 20 lambda =  -0.3587733 
## Iteration 21 lambda =  -0.3587739 
## Iteration 22 lambda =  -0.3587742 
## Iteration 23 lambda =  -0.3587744 
## Iteration 24 lambda =  -0.3587745 
## Iteration 1 lambda =  0.3050822 
## Iteration 2 lambda =  -0.04237669 
## Iteration 3 lambda =  -0.2161061 
## Iteration 4 lambda =  -0.3029709 
## Iteration 5 lambda =  -0.3464032 
## Iteration 6 lambda =  -0.3681194 
## Iteration 7 lambda =  -0.3789775 
## Iteration 8 lambda =  -0.3844065 
## Iteration 9 lambda =  -0.3871211 
## Iteration 10 lambda =  -0.3884783 
## Iteration 11 lambda =  -0.389157 
## Iteration 12 lambda =  -0.3894963 
## Iteration 13 lambda =  -0.3896659 
## Iteration 14 lambda =  -0.3897508 
## Iteration 15 lambda =  -0.3897932 
## Iteration 16 lambda =  -0.3898144 
## Iteration 17 lambda =  -0.389825 
## Iteration 18 lambda =  -0.3898303 
## Iteration 19 lambda =  -0.3898329 
## Iteration 20 lambda =  -0.3898343 
## Iteration 21 lambda =  -0.3898349 
## Iteration 22 lambda =  -0.3898353 
## Iteration 23 lambda =  -0.3898354 
## Iteration 24 lambda =  -0.3898355 
## Iteration 1 lambda =  0.3650049 
## Iteration 2 lambda =  0.04750737 
## Iteration 3 lambda =  -0.1112414 
## Iteration 4 lambda =  -0.1906158 
## Iteration 5 lambda =  -0.230303 
## Iteration 6 lambda =  -0.2501466 
## Iteration 7 lambda =  -0.2600684 
## Iteration 8 lambda =  -0.2650293 
## Iteration 9 lambda =  -0.2675097 
## Iteration 10 lambda =  -0.2687499 
## Iteration 11 lambda =  -0.2693701 
## Iteration 12 lambda =  -0.2696801 
## Iteration 13 lambda =  -0.2698351 
## Iteration 14 lambda =  -0.2699127 
## Iteration 15 lambda =  -0.2699514 
## Iteration 16 lambda =  -0.2699708 
## Iteration 17 lambda =  -0.2699805 
## Iteration 18 lambda =  -0.2699853 
## Iteration 19 lambda =  -0.2699877 
## Iteration 20 lambda =  -0.269989 
## Iteration 21 lambda =  -0.2699896 
## Iteration 22 lambda =  -0.2699899 
## Iteration 23 lambda =  -0.26999 
## Iteration 24 lambda =  -0.2699901 
## Iteration 1 lambda =  0.3330173 
## Iteration 2 lambda =  -0.0004739806 
## Iteration 3 lambda =  -0.1672196 
## Iteration 4 lambda =  -0.2505925 
## Iteration 5 lambda =  -0.2922789 
## Iteration 6 lambda =  -0.3131221 
## Iteration 7 lambda =  -0.3235437 
## Iteration 8 lambda =  -0.3287545 
## Iteration 9 lambda =  -0.3313599 
## Iteration 10 lambda =  -0.3326626 
## Iteration 11 lambda =  -0.333314 
## Iteration 12 lambda =  -0.3336396 
## Iteration 13 lambda =  -0.3338025 
## Iteration 14 lambda =  -0.3338839 
## Iteration 15 lambda =  -0.3339246 
## Iteration 16 lambda =  -0.333945 
## Iteration 17 lambda =  -0.3339551 
## Iteration 18 lambda =  -0.3339602 
## Iteration 19 lambda =  -0.3339628 
## Iteration 20 lambda =  -0.333964 
## Iteration 21 lambda =  -0.3339647 
## Iteration 22 lambda =  -0.333965 
## Iteration 23 lambda =  -0.3339651 
## Iteration 24 lambda =  -0.3339652 
## Iteration 1 lambda =  0.3517041 
## Iteration 2 lambda =  0.02755619 
## Iteration 3 lambda =  -0.1345178 
## Iteration 4 lambda =  -0.2155548 
## Iteration 5 lambda =  -0.2560733 
## Iteration 6 lambda =  -0.2763325 
## Iteration 7 lambda =  -0.2864621 
## Iteration 8 lambda =  -0.2915269 
## Iteration 9 lambda =  -0.2940593 
## Iteration 10 lambda =  -0.2953255 
## Iteration 11 lambda =  -0.2959586 
## Iteration 12 lambda =  -0.2962752 
## Iteration 13 lambda =  -0.2964335 
## Iteration 14 lambda =  -0.2965126 
## Iteration 15 lambda =  -0.2965522 
## Iteration 16 lambda =  -0.296572 
## Iteration 17 lambda =  -0.2965819 
## Iteration 18 lambda =  -0.2965868 
## Iteration 19 lambda =  -0.2965893 
## Iteration 20 lambda =  -0.2965905 
## Iteration 21 lambda =  -0.2965911 
## Iteration 22 lambda =  -0.2965914 
## Iteration 23 lambda =  -0.2965916 
## Iteration 24 lambda =  -0.2965917 
## Iteration 1 lambda =  0.3068827 
## Iteration 2 lambda =  -0.03967594 
## Iteration 3 lambda =  -0.2129553 
## Iteration 4 lambda =  -0.2995949 
## Iteration 5 lambda =  -0.3429148 
## Iteration 6 lambda =  -0.3645747 
## Iteration 7 lambda =  -0.3754046 
## Iteration 8 lambda =  -0.3808196 
## Iteration 9 lambda =  -0.3835271 
## Iteration 10 lambda =  -0.3848808 
## Iteration 11 lambda =  -0.3855577 
## Iteration 12 lambda =  -0.3858961 
## Iteration 13 lambda =  -0.3860654 
## Iteration 14 lambda =  -0.38615 
## Iteration 15 lambda =  -0.3861923 
## Iteration 16 lambda =  -0.3862134 
## Iteration 17 lambda =  -0.386224 
## Iteration 18 lambda =  -0.3862293 
## Iteration 19 lambda =  -0.3862319 
## Iteration 20 lambda =  -0.3862333 
## Iteration 21 lambda =  -0.3862339 
## Iteration 22 lambda =  -0.3862343 
## Iteration 23 lambda =  -0.3862344 
## Iteration 24 lambda =  -0.3862345 
## Iteration 1 lambda =  0.3871826 
## Iteration 2 lambda =  0.0807739 
## Iteration 3 lambda =  -0.07243045 
## Iteration 4 lambda =  -0.1490326 
## Iteration 5 lambda =  -0.1873337 
## Iteration 6 lambda =  -0.2064843 
## Iteration 7 lambda =  -0.2160595 
## Iteration 8 lambda =  -0.2208472 
## Iteration 9 lambda =  -0.223241 
## Iteration 10 lambda =  -0.2244379 
## Iteration 11 lambda =  -0.2250363 
## Iteration 12 lambda =  -0.2253356 
## Iteration 13 lambda =  -0.2254852 
## Iteration 14 lambda =  -0.22556 
## Iteration 15 lambda =  -0.2255974 
## Iteration 16 lambda =  -0.2256161 
## Iteration 17 lambda =  -0.2256255 
## Iteration 18 lambda =  -0.2256301 
## Iteration 19 lambda =  -0.2256325 
## Iteration 20 lambda =  -0.2256336 
## Iteration 21 lambda =  -0.2256342 
## Iteration 22 lambda =  -0.2256345 
## Iteration 23 lambda =  -0.2256347 
## Iteration 24 lambda =  -0.2256347 
## Iteration 1 lambda =  0.2986814 
## Iteration 2 lambda =  -0.0519779 
## Iteration 3 lambda =  -0.2273076 
## Iteration 4 lambda =  -0.3149724 
## Iteration 5 lambda =  -0.3588048 
## Iteration 6 lambda =  -0.380721 
## Iteration 7 lambda =  -0.3916791 
## Iteration 8 lambda =  -0.3971581 
## Iteration 9 lambda =  -0.3998977 
## Iteration 10 lambda =  -0.4012674 
## Iteration 11 lambda =  -0.4019523 
## Iteration 12 lambda =  -0.4022948 
## Iteration 13 lambda =  -0.402466 
## Iteration 14 lambda =  -0.4025516 
## Iteration 15 lambda =  -0.4025944 
## Iteration 16 lambda =  -0.4026158 
## Iteration 17 lambda =  -0.4026265 
## Iteration 18 lambda =  -0.4026318 
## Iteration 19 lambda =  -0.4026345 
## Iteration 20 lambda =  -0.4026359 
## Iteration 21 lambda =  -0.4026365 
## Iteration 22 lambda =  -0.4026369 
## Iteration 23 lambda =  -0.402637 
## Iteration 24 lambda =  -0.4026371 
## Iteration 1 lambda =  0.324122 
## Iteration 2 lambda =  -0.01381696 
## Iteration 3 lambda =  -0.1827864 
## Iteration 4 lambda =  -0.2672712 
## Iteration 5 lambda =  -0.3095136 
## Iteration 6 lambda =  -0.3306348 
## Iteration 7 lambda =  -0.3411953 
## Iteration 8 lambda =  -0.3464756 
## Iteration 9 lambda =  -0.3491158 
## Iteration 10 lambda =  -0.3504359 
## Iteration 11 lambda =  -0.3510959 
## Iteration 12 lambda =  -0.3514259 
## Iteration 13 lambda =  -0.3515909 
## Iteration 14 lambda =  -0.3516734 
## Iteration 15 lambda =  -0.3517147 
## Iteration 16 lambda =  -0.3517353 
## Iteration 17 lambda =  -0.3517456 
## Iteration 18 lambda =  -0.3517508 
## Iteration 19 lambda =  -0.3517534 
## Iteration 20 lambda =  -0.3517547 
## Iteration 21 lambda =  -0.3517553 
## Iteration 22 lambda =  -0.3517556 
## Iteration 23 lambda =  -0.3517558 
## Iteration 24 lambda =  -0.3517559 
## Iteration 1 lambda =  0.3178622 
## Iteration 2 lambda =  -0.02320672 
## Iteration 3 lambda =  -0.1937412 
## Iteration 4 lambda =  -0.2790084 
## Iteration 5 lambda =  -0.321642 
## Iteration 6 lambda =  -0.3429588 
## Iteration 7 lambda =  -0.3536172 
## Iteration 8 lambda =  -0.3589464 
## Iteration 9 lambda =  -0.361611 
## Iteration 10 lambda =  -0.3629433 
## Iteration 11 lambda =  -0.3636095 
## Iteration 12 lambda =  -0.3639426 
## Iteration 13 lambda =  -0.3641091 
## Iteration 14 lambda =  -0.3641924 
## Iteration 15 lambda =  -0.364234 
## Iteration 16 lambda =  -0.3642548 
## Iteration 17 lambda =  -0.3642652 
## Iteration 18 lambda =  -0.3642704 
## Iteration 19 lambda =  -0.364273 
## Iteration 20 lambda =  -0.3642743 
## Iteration 21 lambda =  -0.364275 
## Iteration 22 lambda =  -0.3642753 
## Iteration 23 lambda =  -0.3642755 
## Iteration 24 lambda =  -0.3642756 
## Iteration 1 lambda =  0.3745049 
## Iteration 2 lambda =  0.06175737 
## Iteration 3 lambda =  -0.09461641 
## Iteration 4 lambda =  -0.1728033 
## Iteration 5 lambda =  -0.2118967 
## Iteration 6 lambda =  -0.2314435 
## Iteration 7 lambda =  -0.2412168 
## Iteration 8 lambda =  -0.2461035 
## Iteration 9 lambda =  -0.2485468 
## Iteration 10 lambda =  -0.2497685 
## Iteration 11 lambda =  -0.2503793 
## Iteration 12 lambda =  -0.2506848 
## Iteration 13 lambda =  -0.2508375 
## Iteration 14 lambda =  -0.2509138 
## Iteration 15 lambda =  -0.250952 
## Iteration 16 lambda =  -0.2509711 
## Iteration 17 lambda =  -0.2509806 
## Iteration 18 lambda =  -0.2509854 
## Iteration 19 lambda =  -0.2509878 
## Iteration 20 lambda =  -0.250989 
## Iteration 21 lambda =  -0.2509896 
## Iteration 22 lambda =  -0.2509899 
## Iteration 23 lambda =  -0.25099 
## Iteration 24 lambda =  -0.2509901 
## Iteration 1 lambda =  0.2985381 
## Iteration 2 lambda =  -0.05219285 
## Iteration 3 lambda =  -0.2275583 
## Iteration 4 lambda =  -0.3152411 
## Iteration 5 lambda =  -0.3590824 
## Iteration 6 lambda =  -0.3810031 
## Iteration 7 lambda =  -0.3919635 
## Iteration 8 lambda =  -0.3974436 
## Iteration 9 lambda =  -0.4001837 
## Iteration 10 lambda =  -0.4015538 
## Iteration 11 lambda =  -0.4022388 
## Iteration 12 lambda =  -0.4025813 
## Iteration 13 lambda =  -0.4027525 
## Iteration 14 lambda =  -0.4028382 
## Iteration 15 lambda =  -0.402881 
## Iteration 16 lambda =  -0.4029024 
## Iteration 17 lambda =  -0.4029131 
## Iteration 18 lambda =  -0.4029184 
## Iteration 19 lambda =  -0.4029211 
## Iteration 20 lambda =  -0.4029225 
## Iteration 21 lambda =  -0.4029231 
## Iteration 22 lambda =  -0.4029235 
## Iteration 23 lambda =  -0.4029236 
## Iteration 24 lambda =  -0.4029237 
## Iteration 1 lambda =  0.3368408 
## Iteration 2 lambda =  0.005261132 
## Iteration 3 lambda =  -0.1605287 
## Iteration 4 lambda =  -0.2434236 
## Iteration 5 lambda =  -0.284871 
## Iteration 6 lambda =  -0.3055948 
## Iteration 7 lambda =  -0.3159566 
## Iteration 8 lambda =  -0.3211376 
## Iteration 9 lambda =  -0.323728 
## Iteration 10 lambda =  -0.3250233 
## Iteration 11 lambda =  -0.3256709 
## Iteration 12 lambda =  -0.3259947 
## Iteration 13 lambda =  -0.3261566 
## Iteration 14 lambda =  -0.3262375 
## Iteration 15 lambda =  -0.326278 
## Iteration 16 lambda =  -0.3262983 
## Iteration 17 lambda =  -0.3263084 
## Iteration 18 lambda =  -0.3263134 
## Iteration 19 lambda =  -0.326316 
## Iteration 20 lambda =  -0.3263172 
## Iteration 21 lambda =  -0.3263179 
## Iteration 22 lambda =  -0.3263182 
## Iteration 23 lambda =  -0.3263183 
## Iteration 24 lambda =  -0.3263184 
## Iteration 1 lambda =  0.2678277 
## Iteration 2 lambda =  -0.09825839 
## Iteration 3 lambda =  -0.2813015 
## Iteration 4 lambda =  -0.372823 
## Iteration 5 lambda =  -0.4185838 
## Iteration 6 lambda =  -0.4414641 
## Iteration 7 lambda =  -0.4529043 
## Iteration 8 lambda =  -0.4586244 
## Iteration 9 lambda =  -0.4614845 
## Iteration 10 lambda =  -0.4629145 
## Iteration 11 lambda =  -0.4636295 
## Iteration 12 lambda =  -0.463987 
## Iteration 13 lambda =  -0.4641658 
## Iteration 14 lambda =  -0.4642551 
## Iteration 15 lambda =  -0.4642998 
## Iteration 16 lambda =  -0.4643222 
## Iteration 17 lambda =  -0.4643334 
## Iteration 18 lambda =  -0.4643389 
## Iteration 19 lambda =  -0.4643417 
## Iteration 20 lambda =  -0.4643431 
## Iteration 21 lambda =  -0.4643438 
## Iteration 22 lambda =  -0.4643442 
## Iteration 23 lambda =  -0.4643443 
## Iteration 24 lambda =  -0.4643444 
## Iteration 1 lambda =  0.3643134 
## Iteration 2 lambda =  0.04647006 
## Iteration 3 lambda =  -0.1124516 
## Iteration 4 lambda =  -0.1919124 
## Iteration 5 lambda =  -0.2316428 
## Iteration 6 lambda =  -0.251508 
## Iteration 7 lambda =  -0.2614407 
## Iteration 8 lambda =  -0.266407 
## Iteration 9 lambda =  -0.2688901 
## Iteration 10 lambda =  -0.2701317 
## Iteration 11 lambda =  -0.2707525 
## Iteration 12 lambda =  -0.2710629 
## Iteration 13 lambda =  -0.2712181 
## Iteration 14 lambda =  -0.2712957 
## Iteration 15 lambda =  -0.2713345 
## Iteration 16 lambda =  -0.2713539 
## Iteration 17 lambda =  -0.2713636 
## Iteration 18 lambda =  -0.2713684 
## Iteration 19 lambda =  -0.2713708 
## Iteration 20 lambda =  -0.271372 
## Iteration 21 lambda =  -0.2713726 
## Iteration 22 lambda =  -0.271373 
## Iteration 23 lambda =  -0.2713731 
## Iteration 24 lambda =  -0.2713732 
## Iteration 1 lambda =  0.3532124 
## Iteration 2 lambda =  0.02981864 
## Iteration 3 lambda =  -0.1318782 
## Iteration 4 lambda =  -0.2127267 
## Iteration 5 lambda =  -0.2531509 
## Iteration 6 lambda =  -0.273363 
## Iteration 7 lambda =  -0.2834691 
## Iteration 8 lambda =  -0.2885221 
## Iteration 9 lambda =  -0.2910486 
## Iteration 10 lambda =  -0.2923119 
## Iteration 11 lambda =  -0.2929435 
## Iteration 12 lambda =  -0.2932593 
## Iteration 13 lambda =  -0.2934172 
## Iteration 14 lambda =  -0.2934962 
## Iteration 15 lambda =  -0.2935357 
## Iteration 16 lambda =  -0.2935554 
## Iteration 17 lambda =  -0.2935653 
## Iteration 18 lambda =  -0.2935702 
## Iteration 19 lambda =  -0.2935727 
## Iteration 20 lambda =  -0.2935739 
## Iteration 21 lambda =  -0.2935745 
## Iteration 22 lambda =  -0.2935748 
## Iteration 23 lambda =  -0.293575 
## Iteration 24 lambda =  -0.2935751 
## Iteration 1 lambda =  0.327201 
## Iteration 2 lambda =  -0.009198469 
## Iteration 3 lambda =  -0.1773982 
## Iteration 4 lambda =  -0.2614981 
## Iteration 5 lambda =  -0.303548 
## Iteration 6 lambda =  -0.324573 
## Iteration 7 lambda =  -0.3350855 
## Iteration 8 lambda =  -0.3403417 
## Iteration 9 lambda =  -0.3429698 
## Iteration 10 lambda =  -0.3442839 
## Iteration 11 lambda =  -0.3449409 
## Iteration 12 lambda =  -0.3452694 
## Iteration 13 lambda =  -0.3454337 
## Iteration 14 lambda =  -0.3455158 
## Iteration 15 lambda =  -0.3455569 
## Iteration 16 lambda =  -0.3455774 
## Iteration 17 lambda =  -0.3455877 
## Iteration 18 lambda =  -0.3455928 
## Iteration 19 lambda =  -0.3455954 
## Iteration 20 lambda =  -0.3455967 
## Iteration 21 lambda =  -0.3455973 
## Iteration 22 lambda =  -0.3455976 
## Iteration 23 lambda =  -0.3455978 
## Iteration 24 lambda =  -0.3455979 
## Iteration 1 lambda =  0.3922558 
## Iteration 2 lambda =  0.08838365 
## Iteration 3 lambda =  -0.06355241 
## Iteration 4 lambda =  -0.1395204 
## Iteration 5 lambda =  -0.1775045 
## Iteration 6 lambda =  -0.1964965 
## Iteration 7 lambda =  -0.2059925 
## Iteration 8 lambda =  -0.2107405 
## Iteration 9 lambda =  -0.2131145 
## Iteration 10 lambda =  -0.2143015 
## Iteration 11 lambda =  -0.214895 
## Iteration 12 lambda =  -0.2151917 
## Iteration 13 lambda =  -0.2153401 
## Iteration 14 lambda =  -0.2154143 
## Iteration 15 lambda =  -0.2154514 
## Iteration 16 lambda =  -0.2154699 
## Iteration 17 lambda =  -0.2154792 
## Iteration 18 lambda =  -0.2154838 
## Iteration 19 lambda =  -0.2154862 
## Iteration 20 lambda =  -0.2154873 
## Iteration 21 lambda =  -0.2154879 
## Iteration 22 lambda =  -0.2154882 
## Iteration 23 lambda =  -0.2154883 
## Iteration 24 lambda =  -0.2154884 
## Iteration 1 lambda =  0.3559183 
## Iteration 2 lambda =  0.03387741 
## Iteration 3 lambda =  -0.127143 
## Iteration 4 lambda =  -0.2076532 
## Iteration 5 lambda =  -0.2479084 
## Iteration 6 lambda =  -0.2680359 
## Iteration 7 lambda =  -0.2780997 
## Iteration 8 lambda =  -0.2831316 
## Iteration 9 lambda =  -0.2856475 
## Iteration 10 lambda =  -0.2869055 
## Iteration 11 lambda =  -0.2875345 
## Iteration 12 lambda =  -0.287849 
## Iteration 13 lambda =  -0.2880062 
## Iteration 14 lambda =  -0.2880848 
## Iteration 15 lambda =  -0.2881241 
## Iteration 16 lambda =  -0.2881438 
## Iteration 17 lambda =  -0.2881536 
## Iteration 18 lambda =  -0.2881585 
## Iteration 19 lambda =  -0.288161 
## Iteration 20 lambda =  -0.2881622 
## Iteration 21 lambda =  -0.2881628 
## Iteration 22 lambda =  -0.2881632 
## Iteration 23 lambda =  -0.2881633 
## Iteration 24 lambda =  -0.2881634 
## Iteration 1 lambda =  0.3301478 
## Iteration 2 lambda =  -0.004778243 
## Iteration 3 lambda =  -0.1722413 
## Iteration 4 lambda =  -0.2559728 
## Iteration 5 lambda =  -0.2978386 
## Iteration 6 lambda =  -0.3187714 
## Iteration 7 lambda =  -0.3292379 
## Iteration 8 lambda =  -0.3344711 
## Iteration 9 lambda =  -0.3370877 
## Iteration 10 lambda =  -0.338396 
## Iteration 11 lambda =  -0.3390502 
## Iteration 12 lambda =  -0.3393772 
## Iteration 13 lambda =  -0.3395408 
## Iteration 14 lambda =  -0.3396226 
## Iteration 15 lambda =  -0.3396634 
## Iteration 16 lambda =  -0.3396839 
## Iteration 17 lambda =  -0.3396941 
## Iteration 18 lambda =  -0.3396992 
## Iteration 19 lambda =  -0.3397018 
## Iteration 20 lambda =  -0.339703 
## Iteration 21 lambda =  -0.3397037 
## Iteration 22 lambda =  -0.339704 
## Iteration 23 lambda =  -0.3397042 
## Iteration 24 lambda =  -0.3397042 
## Iteration 1 lambda =  0.4224575 
## Iteration 2 lambda =  0.1336862 
## Iteration 3 lambda =  -0.01069946 
## Iteration 4 lambda =  -0.08289228 
## Iteration 5 lambda =  -0.1189887 
## Iteration 6 lambda =  -0.1370369 
## Iteration 7 lambda =  -0.146061 
## Iteration 8 lambda =  -0.150573 
## Iteration 9 lambda =  -0.1528291 
## Iteration 10 lambda =  -0.1539571 
## Iteration 11 lambda =  -0.1545211 
## Iteration 12 lambda =  -0.1548031 
## Iteration 13 lambda =  -0.1549441 
## Iteration 14 lambda =  -0.1550146 
## Iteration 15 lambda =  -0.1550498 
## Iteration 16 lambda =  -0.1550675 
## Iteration 17 lambda =  -0.1550763 
## Iteration 18 lambda =  -0.1550807 
## Iteration 19 lambda =  -0.1550829 
## Iteration 20 lambda =  -0.155084 
## Iteration 21 lambda =  -0.1550845 
## Iteration 22 lambda =  -0.1550848 
## Iteration 23 lambda =  -0.155085 
## Iteration 24 lambda =  -0.155085 
## Iteration 1 lambda =  0.3537641 
## Iteration 2 lambda =  0.03064615 
## Iteration 3 lambda =  -0.1309128 
## Iteration 4 lambda =  -0.2116923 
## Iteration 5 lambda =  -0.2520821 
## Iteration 6 lambda =  -0.2722769 
## Iteration 7 lambda =  -0.2823744 
## Iteration 8 lambda =  -0.2874231 
## Iteration 9 lambda =  -0.2899474 
## Iteration 10 lambda =  -0.2912096 
## Iteration 11 lambda =  -0.2918407 
## Iteration 12 lambda =  -0.2921563 
## Iteration 13 lambda =  -0.292314 
## Iteration 14 lambda =  -0.2923929 
## Iteration 15 lambda =  -0.2924324 
## Iteration 16 lambda =  -0.2924521 
## Iteration 17 lambda =  -0.2924619 
## Iteration 18 lambda =  -0.2924669 
## Iteration 19 lambda =  -0.2924693 
## Iteration 20 lambda =  -0.2924706 
## Iteration 21 lambda =  -0.2924712 
## Iteration 22 lambda =  -0.2924715 
## Iteration 23 lambda =  -0.2924716 
## Iteration 24 lambda =  -0.2924717 
## Iteration 1 lambda =  0.3612505 
## Iteration 2 lambda =  0.0418757 
## Iteration 3 lambda =  -0.1178117 
## Iteration 4 lambda =  -0.1976554 
## Iteration 5 lambda =  -0.2375772 
## Iteration 6 lambda =  -0.2575381 
## Iteration 7 lambda =  -0.2675186 
## Iteration 8 lambda =  -0.2725088 
## Iteration 9 lambda =  -0.275004 
## Iteration 10 lambda =  -0.2762515 
## Iteration 11 lambda =  -0.2768753 
## Iteration 12 lambda =  -0.2771872 
## Iteration 13 lambda =  -0.2773431 
## Iteration 14 lambda =  -0.2774211 
## Iteration 15 lambda =  -0.2774601 
## Iteration 16 lambda =  -0.2774796 
## Iteration 17 lambda =  -0.2774893 
## Iteration 18 lambda =  -0.2774942 
## Iteration 19 lambda =  -0.2774966 
## Iteration 20 lambda =  -0.2774979 
## Iteration 21 lambda =  -0.2774985 
## Iteration 22 lambda =  -0.2774988 
## Iteration 23 lambda =  -0.2774989 
## Iteration 24 lambda =  -0.277499 
## Iteration 1 lambda =  0.3097331 
## Iteration 2 lambda =  -0.03540034 
## Iteration 3 lambda =  -0.2079671 
## Iteration 4 lambda =  -0.2942504 
## Iteration 5 lambda =  -0.3373921 
## Iteration 6 lambda =  -0.3589629 
## Iteration 7 lambda =  -0.3697484 
## Iteration 8 lambda =  -0.3751411 
## Iteration 9 lambda =  -0.3778374 
## Iteration 10 lambda =  -0.3791856 
## Iteration 11 lambda =  -0.3798597 
## Iteration 12 lambda =  -0.3801967 
## Iteration 13 lambda =  -0.3803653 
## Iteration 14 lambda =  -0.3804495 
## Iteration 15 lambda =  -0.3804917 
## Iteration 16 lambda =  -0.3805127 
## Iteration 17 lambda =  -0.3805233 
## Iteration 18 lambda =  -0.3805285 
## Iteration 19 lambda =  -0.3805312 
## Iteration 20 lambda =  -0.3805325 
## Iteration 21 lambda =  -0.3805331 
## Iteration 22 lambda =  -0.3805335 
## Iteration 23 lambda =  -0.3805336 
## Iteration 24 lambda =  -0.3805337 
## Iteration 1 lambda =  0.2525441 
## Iteration 2 lambda =  -0.1211838 
## Iteration 3 lambda =  -0.3080477 
## Iteration 4 lambda =  -0.4014797 
## Iteration 5 lambda =  -0.4481957 
## Iteration 6 lambda =  -0.4715537 
## Iteration 7 lambda =  -0.4832327 
## Iteration 8 lambda =  -0.4890722 
## Iteration 9 lambda =  -0.491992 
## Iteration 10 lambda =  -0.4934518 
## Iteration 11 lambda =  -0.4941818 
## Iteration 12 lambda =  -0.4945467 
## Iteration 13 lambda =  -0.4947292 
## Iteration 14 lambda =  -0.4948205 
## Iteration 15 lambda =  -0.4948661 
## Iteration 16 lambda =  -0.4948889 
## Iteration 17 lambda =  -0.4949003 
## Iteration 18 lambda =  -0.494906 
## Iteration 19 lambda =  -0.4949089 
## Iteration 20 lambda =  -0.4949103 
## Iteration 21 lambda =  -0.494911 
## Iteration 22 lambda =  -0.4949114 
## Iteration 23 lambda =  -0.4949115 
## Iteration 24 lambda =  -0.4949116 
## Iteration 1 lambda =  0.3090611 
## Iteration 2 lambda =  -0.03640832 
## Iteration 3 lambda =  -0.209143 
## Iteration 4 lambda =  -0.2955104 
## Iteration 5 lambda =  -0.3386941 
## Iteration 6 lambda =  -0.3602859 
## Iteration 7 lambda =  -0.3710818 
## Iteration 8 lambda =  -0.3764798 
## Iteration 9 lambda =  -0.3791788 
## Iteration 10 lambda =  -0.3805283 
## Iteration 11 lambda =  -0.381203 
## Iteration 12 lambda =  -0.3815404 
## Iteration 13 lambda =  -0.3817091 
## Iteration 14 lambda =  -0.3817934 
## Iteration 15 lambda =  -0.3818356 
## Iteration 16 lambda =  -0.3818567 
## Iteration 17 lambda =  -0.3818672 
## Iteration 18 lambda =  -0.3818725 
## Iteration 19 lambda =  -0.3818751 
## Iteration 20 lambda =  -0.3818764 
## Iteration 21 lambda =  -0.3818771 
## Iteration 22 lambda =  -0.3818774 
## Iteration 23 lambda =  -0.3818776 
## Iteration 24 lambda =  -0.3818777 
## Iteration 1 lambda =  0.3075015 
## Iteration 2 lambda =  -0.03874769 
## Iteration 3 lambda =  -0.2118723 
## Iteration 4 lambda =  -0.2984346 
## Iteration 5 lambda =  -0.3417158 
## Iteration 6 lambda =  -0.3633563 
## Iteration 7 lambda =  -0.3741766 
## Iteration 8 lambda =  -0.3795868 
## Iteration 9 lambda =  -0.3822918 
## Iteration 10 lambda =  -0.3836444 
## Iteration 11 lambda =  -0.3843206 
## Iteration 12 lambda =  -0.3846588 
## Iteration 13 lambda =  -0.3848278 
## Iteration 14 lambda =  -0.3849124 
## Iteration 15 lambda =  -0.3849546 
## Iteration 16 lambda =  -0.3849758 
## Iteration 17 lambda =  -0.3849863 
## Iteration 18 lambda =  -0.3849916 
## Iteration 19 lambda =  -0.3849943 
## Iteration 20 lambda =  -0.3849956 
## Iteration 21 lambda =  -0.3849963 
## Iteration 22 lambda =  -0.3849966 
## Iteration 23 lambda =  -0.3849968 
## Iteration 24 lambda =  -0.3849968 
## Iteration 1 lambda =  0.3990087 
## Iteration 2 lambda =  0.09851312 
## Iteration 3 lambda =  -0.05173469 
## Iteration 4 lambda =  -0.1268586 
## Iteration 5 lambda =  -0.1644206 
## Iteration 6 lambda =  -0.1832015 
## Iteration 7 lambda =  -0.192592 
## Iteration 8 lambda =  -0.1972873 
## Iteration 9 lambda =  -0.1996349 
## Iteration 10 lambda =  -0.2008087 
## Iteration 11 lambda =  -0.2013956 
## Iteration 12 lambda =  -0.2016891 
## Iteration 13 lambda =  -0.2018358 
## Iteration 14 lambda =  -0.2019091 
## Iteration 15 lambda =  -0.2019458 
## Iteration 16 lambda =  -0.2019642 
## Iteration 17 lambda =  -0.2019733 
## Iteration 18 lambda =  -0.2019779 
## Iteration 19 lambda =  -0.2019802 
## Iteration 20 lambda =  -0.2019814 
## Iteration 21 lambda =  -0.2019819 
## Iteration 22 lambda =  -0.2019822 
## Iteration 23 lambda =  -0.2019824 
## Iteration 24 lambda =  -0.2019824 
## Iteration 1 lambda =  0.334849 
## Iteration 2 lambda =  0.002273472 
## Iteration 3 lambda =  -0.1640143 
## Iteration 4 lambda =  -0.2471582 
## Iteration 5 lambda =  -0.2887301 
## Iteration 6 lambda =  -0.3095161 
## Iteration 7 lambda =  -0.3199091 
## Iteration 8 lambda =  -0.3251055 
## Iteration 9 lambda =  -0.3277038 
## Iteration 10 lambda =  -0.3290029 
## Iteration 11 lambda =  -0.3296525 
## Iteration 12 lambda =  -0.3299773 
## Iteration 13 lambda =  -0.3301396 
## Iteration 14 lambda =  -0.3302208 
## Iteration 15 lambda =  -0.3302614 
## Iteration 16 lambda =  -0.3302817 
## Iteration 17 lambda =  -0.3302919 
## Iteration 18 lambda =  -0.330297 
## Iteration 19 lambda =  -0.3302995 
## Iteration 20 lambda =  -0.3303008 
## Iteration 21 lambda =  -0.3303014 
## Iteration 22 lambda =  -0.3303017 
## Iteration 23 lambda =  -0.3303019 
## Iteration 24 lambda =  -0.330302 
## Iteration 1 lambda =  0.293395 
## Iteration 2 lambda =  -0.05990747 
## Iteration 3 lambda =  -0.2365587 
## Iteration 4 lambda =  -0.3248843 
## Iteration 5 lambda =  -0.3690472 
## Iteration 6 lambda =  -0.3911286 
## Iteration 7 lambda =  -0.4021693 
## Iteration 8 lambda =  -0.4076896 
## Iteration 9 lambda =  -0.4104498 
## Iteration 10 lambda =  -0.4118299 
## Iteration 11 lambda =  -0.4125199 
## Iteration 12 lambda =  -0.4128649 
## Iteration 13 lambda =  -0.4130375 
## Iteration 14 lambda =  -0.4131237 
## Iteration 15 lambda =  -0.4131668 
## Iteration 16 lambda =  -0.4131884 
## Iteration 17 lambda =  -0.4131992 
## Iteration 18 lambda =  -0.4132046 
## Iteration 19 lambda =  -0.4132073 
## Iteration 20 lambda =  -0.4132086 
## Iteration 21 lambda =  -0.4132093 
## Iteration 22 lambda =  -0.4132096 
## Iteration 23 lambda =  -0.4132098 
## Iteration 24 lambda =  -0.4132099 
## Iteration 1 lambda =  0.3163375 
## Iteration 2 lambda =  -0.02549373 
## Iteration 3 lambda =  -0.1964094 
## Iteration 4 lambda =  -0.2818672 
## Iteration 5 lambda =  -0.3245961 
## Iteration 6 lambda =  -0.3459605 
## Iteration 7 lambda =  -0.3566428 
## Iteration 8 lambda =  -0.3619839 
## Iteration 9 lambda =  -0.3646544 
## Iteration 10 lambda =  -0.3659897 
## Iteration 11 lambda =  -0.3666573 
## Iteration 12 lambda =  -0.3669912 
## Iteration 13 lambda =  -0.3671581 
## Iteration 14 lambda =  -0.3672415 
## Iteration 15 lambda =  -0.3672833 
## Iteration 16 lambda =  -0.3673041 
## Iteration 17 lambda =  -0.3673145 
## Iteration 18 lambda =  -0.3673198 
## Iteration 19 lambda =  -0.3673224 
## Iteration 20 lambda =  -0.3673237 
## Iteration 21 lambda =  -0.3673243 
## Iteration 22 lambda =  -0.3673247 
## Iteration 23 lambda =  -0.3673248 
## Iteration 24 lambda =  -0.3673249 
## Iteration 1 lambda =  0.2845306 
## Iteration 2 lambda =  -0.07320414 
## Iteration 3 lambda =  -0.2520715 
## Iteration 4 lambda =  -0.3415052 
## Iteration 5 lambda =  -0.386222 
## Iteration 6 lambda =  -0.4085804 
## Iteration 7 lambda =  -0.4197596 
## Iteration 8 lambda =  -0.4253493 
## Iteration 9 lambda =  -0.4281441 
## Iteration 10 lambda =  -0.4295415 
## Iteration 11 lambda =  -0.4302402 
## Iteration 12 lambda =  -0.4305895 
## Iteration 13 lambda =  -0.4307642 
## Iteration 14 lambda =  -0.4308515 
## Iteration 15 lambda =  -0.4308952 
## Iteration 16 lambda =  -0.430917 
## Iteration 17 lambda =  -0.4309279 
## Iteration 18 lambda =  -0.4309334 
## Iteration 19 lambda =  -0.4309361 
## Iteration 20 lambda =  -0.4309375 
## Iteration 21 lambda =  -0.4309382 
## Iteration 22 lambda =  -0.4309385 
## Iteration 23 lambda =  -0.4309387 
## Iteration 24 lambda =  -0.4309388 
## Iteration 1 lambda =  0.2684645 
## Iteration 2 lambda =  -0.09730324 
## Iteration 3 lambda =  -0.2801871 
## Iteration 4 lambda =  -0.371629 
## Iteration 5 lambda =  -0.41735 
## Iteration 6 lambda =  -0.4402105 
## Iteration 7 lambda =  -0.4516407 
## Iteration 8 lambda =  -0.4573559 
## Iteration 9 lambda =  -0.4602134 
## Iteration 10 lambda =  -0.4616422 
## Iteration 11 lambda =  -0.4623566 
## Iteration 12 lambda =  -0.4627138 
## Iteration 13 lambda =  -0.4628924 
## Iteration 14 lambda =  -0.4629817 
## Iteration 15 lambda =  -0.4630263 
## Iteration 16 lambda =  -0.4630487 
## Iteration 17 lambda =  -0.4630598 
## Iteration 18 lambda =  -0.4630654 
## Iteration 19 lambda =  -0.4630682 
## Iteration 20 lambda =  -0.4630696 
## Iteration 21 lambda =  -0.4630703 
## Iteration 22 lambda =  -0.4630706 
## Iteration 23 lambda =  -0.4630708 
## Iteration 24 lambda =  -0.4630709 
## Iteration 1 lambda =  0.3103358 
## Iteration 2 lambda =  -0.03449627 
## Iteration 3 lambda =  -0.2069123 
## Iteration 4 lambda =  -0.2931203 
## Iteration 5 lambda =  -0.3362243 
## Iteration 6 lambda =  -0.3577763 
## Iteration 7 lambda =  -0.3685524 
## Iteration 8 lambda =  -0.3739404 
## Iteration 9 lambda =  -0.3766344 
## Iteration 10 lambda =  -0.3779814 
## Iteration 11 lambda =  -0.3786549 
## Iteration 12 lambda =  -0.3789916 
## Iteration 13 lambda =  -0.37916 
## Iteration 14 lambda =  -0.3792442 
## Iteration 15 lambda =  -0.3792863 
## Iteration 16 lambda =  -0.3793073 
## Iteration 17 lambda =  -0.3793178 
## Iteration 18 lambda =  -0.3793231 
## Iteration 19 lambda =  -0.3793257 
## Iteration 20 lambda =  -0.379327 
## Iteration 21 lambda =  -0.3793277 
## Iteration 22 lambda =  -0.379328 
## Iteration 23 lambda =  -0.3793282 
## Iteration 24 lambda =  -0.3793283 
## Iteration 1 lambda =  0.3054739 
## Iteration 2 lambda =  -0.04178921 
## Iteration 3 lambda =  -0.2154207 
## Iteration 4 lambda =  -0.3022365 
## Iteration 5 lambda =  -0.3456444 
## Iteration 6 lambda =  -0.3673483 
## Iteration 7 lambda =  -0.3782003 
## Iteration 8 lambda =  -0.3836263 
## Iteration 9 lambda =  -0.3863393 
## Iteration 10 lambda =  -0.3876958 
## Iteration 11 lambda =  -0.388374 
## Iteration 12 lambda =  -0.3887131 
## Iteration 13 lambda =  -0.3888827 
## Iteration 14 lambda =  -0.3889675 
## Iteration 15 lambda =  -0.3890099 
## Iteration 16 lambda =  -0.3890311 
## Iteration 17 lambda =  -0.3890417 
## Iteration 18 lambda =  -0.389047 
## Iteration 19 lambda =  -0.3890496 
## Iteration 20 lambda =  -0.3890509 
## Iteration 21 lambda =  -0.3890516 
## Iteration 22 lambda =  -0.3890519 
## Iteration 23 lambda =  -0.3890521 
## Iteration 24 lambda =  -0.3890522 
## Iteration 1 lambda =  0.3880613 
## Iteration 2 lambda =  0.08209202 
## Iteration 3 lambda =  -0.07089264 
## Iteration 4 lambda =  -0.147385 
## Iteration 5 lambda =  -0.1856311 
## Iteration 6 lambda =  -0.2047542 
## Iteration 7 lambda =  -0.2143158 
## Iteration 8 lambda =  -0.2190965 
## Iteration 9 lambda =  -0.2214869 
## Iteration 10 lambda =  -0.2226821 
## Iteration 11 lambda =  -0.2232797 
## Iteration 12 lambda =  -0.2235785 
## Iteration 13 lambda =  -0.2237279 
## Iteration 14 lambda =  -0.2238026 
## Iteration 15 lambda =  -0.22384 
## Iteration 16 lambda =  -0.2238586 
## Iteration 17 lambda =  -0.223868 
## Iteration 18 lambda =  -0.2238726 
## Iteration 19 lambda =  -0.223875 
## Iteration 20 lambda =  -0.2238761 
## Iteration 21 lambda =  -0.2238767 
## Iteration 22 lambda =  -0.223877 
## Iteration 23 lambda =  -0.2238772 
## Iteration 24 lambda =  -0.2238772 
## Iteration 1 lambda =  0.3859379 
## Iteration 2 lambda =  0.0789068 
## Iteration 3 lambda =  -0.07460874 
## Iteration 4 lambda =  -0.1513665 
## Iteration 5 lambda =  -0.1897454 
## Iteration 6 lambda =  -0.2089348 
## Iteration 7 lambda =  -0.2185296 
## Iteration 8 lambda =  -0.2233269 
## Iteration 9 lambda =  -0.2257256 
## Iteration 10 lambda =  -0.2269249 
## Iteration 11 lambda =  -0.2275246 
## Iteration 12 lambda =  -0.2278244 
## Iteration 13 lambda =  -0.2279744 
## Iteration 14 lambda =  -0.2280493 
## Iteration 15 lambda =  -0.2280868 
## Iteration 16 lambda =  -0.2281055 
## Iteration 17 lambda =  -0.2281149 
## Iteration 18 lambda =  -0.2281196 
## Iteration 19 lambda =  -0.2281219 
## Iteration 20 lambda =  -0.2281231 
## Iteration 21 lambda =  -0.2281237 
## Iteration 22 lambda =  -0.228124 
## Iteration 23 lambda =  -0.2281241 
## Iteration 24 lambda =  -0.2281242 
## Iteration 1 lambda =  0.3403709 
## Iteration 2 lambda =  0.01055632 
## Iteration 3 lambda =  -0.154351 
## Iteration 4 lambda =  -0.2368046 
## Iteration 5 lambda =  -0.2780314 
## Iteration 6 lambda =  -0.2986448 
## Iteration 7 lambda =  -0.3089515 
## Iteration 8 lambda =  -0.3141049 
## Iteration 9 lambda =  -0.3166816 
## Iteration 10 lambda =  -0.3179699 
## Iteration 11 lambda =  -0.3186141 
## Iteration 12 lambda =  -0.3189362 
## Iteration 13 lambda =  -0.3190972 
## Iteration 14 lambda =  -0.3191777 
## Iteration 15 lambda =  -0.319218 
## Iteration 16 lambda =  -0.3192381 
## Iteration 17 lambda =  -0.3192482 
## Iteration 18 lambda =  -0.3192532 
## Iteration 19 lambda =  -0.3192557 
## Iteration 20 lambda =  -0.319257 
## Iteration 21 lambda =  -0.3192576 
## Iteration 22 lambda =  -0.3192579 
## Iteration 23 lambda =  -0.3192581 
## Iteration 24 lambda =  -0.3192582 
## Iteration 1 lambda =  0.2860698 
## Iteration 2 lambda =  -0.07089536 
## Iteration 3 lambda =  -0.2493779 
## Iteration 4 lambda =  -0.3386192 
## Iteration 5 lambda =  -0.3832398 
## Iteration 6 lambda =  -0.4055502 
## Iteration 7 lambda =  -0.4167053 
## Iteration 8 lambda =  -0.4222829 
## Iteration 9 lambda =  -0.4250717 
## Iteration 10 lambda =  -0.4264661 
## Iteration 11 lambda =  -0.4271633 
## Iteration 12 lambda =  -0.4275119 
## Iteration 13 lambda =  -0.4276862 
## Iteration 14 lambda =  -0.4277733 
## Iteration 15 lambda =  -0.4278169 
## Iteration 16 lambda =  -0.4278387 
## Iteration 17 lambda =  -0.4278496 
## Iteration 18 lambda =  -0.427855 
## Iteration 19 lambda =  -0.4278578 
## Iteration 20 lambda =  -0.4278591 
## Iteration 21 lambda =  -0.4278598 
## Iteration 22 lambda =  -0.4278601 
## Iteration 23 lambda =  -0.4278603 
## Iteration 24 lambda =  -0.4278604 
## Iteration 1 lambda =  0.3627886 
## Iteration 2 lambda =  0.04418294 
## Iteration 3 lambda =  -0.1151199 
## Iteration 4 lambda =  -0.1947713 
## Iteration 5 lambda =  -0.234597 
## Iteration 6 lambda =  -0.2545099 
## Iteration 7 lambda =  -0.2644663 
## Iteration 8 lambda =  -0.2694445 
## Iteration 9 lambda =  -0.2719336 
## Iteration 10 lambda =  -0.2731782 
## Iteration 11 lambda =  -0.2738005 
## Iteration 12 lambda =  -0.2741116 
## Iteration 13 lambda =  -0.2742672 
## Iteration 14 lambda =  -0.274345 
## Iteration 15 lambda =  -0.2743838 
## Iteration 16 lambda =  -0.2744033 
## Iteration 17 lambda =  -0.274413 
## Iteration 18 lambda =  -0.2744179 
## Iteration 19 lambda =  -0.2744203 
## Iteration 20 lambda =  -0.2744215 
## Iteration 21 lambda =  -0.2744221 
## Iteration 22 lambda =  -0.2744224 
## Iteration 23 lambda =  -0.2744226 
## Iteration 24 lambda =  -0.2744227 
## Iteration 1 lambda =  0.3088782 
## Iteration 2 lambda =  -0.03668267 
## Iteration 3 lambda =  -0.2094631 
## Iteration 4 lambda =  -0.2958533 
## Iteration 5 lambda =  -0.3390484 
## Iteration 6 lambda =  -0.360646 
## Iteration 7 lambda =  -0.3714448 
## Iteration 8 lambda =  -0.3768442 
## Iteration 9 lambda =  -0.3795439 
## Iteration 10 lambda =  -0.3808937 
## Iteration 11 lambda =  -0.3815686 
## Iteration 12 lambda =  -0.3819061 
## Iteration 13 lambda =  -0.3820748 
## Iteration 14 lambda =  -0.3821592 
## Iteration 15 lambda =  -0.3822014 
## Iteration 16 lambda =  -0.3822225 
## Iteration 17 lambda =  -0.382233 
## Iteration 18 lambda =  -0.3822383 
## Iteration 19 lambda =  -0.3822409 
## Iteration 20 lambda =  -0.3822422 
## Iteration 21 lambda =  -0.3822429 
## Iteration 22 lambda =  -0.3822432 
## Iteration 23 lambda =  -0.3822434 
## Iteration 24 lambda =  -0.3822435 
## Iteration 1 lambda =  0.2782385 
## Iteration 2 lambda =  -0.08264223 
## Iteration 3 lambda =  -0.2630826 
## Iteration 4 lambda =  -0.3533028 
## Iteration 5 lambda =  -0.3984129 
## Iteration 6 lambda =  -0.4209679 
## Iteration 7 lambda =  -0.4322454 
## Iteration 8 lambda =  -0.4378842 
## Iteration 9 lambda =  -0.4407036 
## Iteration 10 lambda =  -0.4421133 
## Iteration 11 lambda =  -0.4428181 
## Iteration 12 lambda =  -0.4431705 
## Iteration 13 lambda =  -0.4433468 
## Iteration 14 lambda =  -0.4434349 
## Iteration 15 lambda =  -0.4434789 
## Iteration 16 lambda =  -0.4435009 
## Iteration 17 lambda =  -0.443512 
## Iteration 18 lambda =  -0.4435175 
## Iteration 19 lambda =  -0.4435202 
## Iteration 20 lambda =  -0.4435216 
## Iteration 21 lambda =  -0.4435223 
## Iteration 22 lambda =  -0.4435226 
## Iteration 23 lambda =  -0.4435228 
## Iteration 24 lambda =  -0.4435229 
## Iteration 1 lambda =  0.3462125 
## Iteration 2 lambda =  0.01931869 
## Iteration 3 lambda =  -0.1441282 
## Iteration 4 lambda =  -0.2258516 
## Iteration 5 lambda =  -0.2667134 
## Iteration 6 lambda =  -0.2871442 
## Iteration 7 lambda =  -0.2973596 
## Iteration 8 lambda =  -0.3024674 
## Iteration 9 lambda =  -0.3050212 
## Iteration 10 lambda =  -0.3062981 
## Iteration 11 lambda =  -0.3069366 
## Iteration 12 lambda =  -0.3072558 
## Iteration 13 lambda =  -0.3074155 
## Iteration 14 lambda =  -0.3074953 
## Iteration 15 lambda =  -0.3075352 
## Iteration 16 lambda =  -0.3075551 
## Iteration 17 lambda =  -0.3075651 
## Iteration 18 lambda =  -0.3075701 
## Iteration 19 lambda =  -0.3075726 
## Iteration 20 lambda =  -0.3075738 
## Iteration 21 lambda =  -0.3075745 
## Iteration 22 lambda =  -0.3075748 
## Iteration 23 lambda =  -0.3075749 
## Iteration 24 lambda =  -0.307575 
## Iteration 1 lambda =  0.3458516 
## Iteration 2 lambda =  0.01877746 
## Iteration 3 lambda =  -0.1447596 
## Iteration 4 lambda =  -0.2265282 
## Iteration 5 lambda =  -0.2674125 
## Iteration 6 lambda =  -0.2878546 
## Iteration 7 lambda =  -0.2980757 
## Iteration 8 lambda =  -0.3031862 
## Iteration 9 lambda =  -0.3057415 
## Iteration 10 lambda =  -0.3070191 
## Iteration 11 lambda =  -0.3076579 
## Iteration 12 lambda =  -0.3079773 
## Iteration 13 lambda =  -0.308137 
## Iteration 14 lambda =  -0.3082169 
## Iteration 15 lambda =  -0.3082568 
## Iteration 16 lambda =  -0.3082768 
## Iteration 17 lambda =  -0.3082867 
## Iteration 18 lambda =  -0.3082917 
## Iteration 19 lambda =  -0.3082942 
## Iteration 20 lambda =  -0.3082955 
## Iteration 21 lambda =  -0.3082961 
## Iteration 22 lambda =  -0.3082964 
## Iteration 23 lambda =  -0.3082966 
## Iteration 24 lambda =  -0.3082966 
## Iteration 1 lambda =  0.3489695 
## Iteration 2 lambda =  0.0234543 
## Iteration 3 lambda =  -0.1393033 
## Iteration 4 lambda =  -0.2206821 
## Iteration 5 lambda =  -0.2613715 
## Iteration 6 lambda =  -0.2817162 
## Iteration 7 lambda =  -0.2918886 
## Iteration 8 lambda =  -0.2969748 
## Iteration 9 lambda =  -0.2995179 
## Iteration 10 lambda =  -0.3007894 
## Iteration 11 lambda =  -0.3014252 
## Iteration 12 lambda =  -0.3017431 
## Iteration 13 lambda =  -0.301902 
## Iteration 14 lambda =  -0.3019815 
## Iteration 15 lambda =  -0.3020212 
## Iteration 16 lambda =  -0.3020411 
## Iteration 17 lambda =  -0.302051 
## Iteration 18 lambda =  -0.302056 
## Iteration 19 lambda =  -0.3020585 
## Iteration 20 lambda =  -0.3020597 
## Iteration 21 lambda =  -0.3020603 
## Iteration 22 lambda =  -0.3020606 
## Iteration 23 lambda =  -0.3020608 
## Iteration 24 lambda =  -0.3020609 
## Iteration 1 lambda =  0.3437631 
## Iteration 2 lambda =  0.01564471 
## Iteration 3 lambda =  -0.1484145 
## Iteration 4 lambda =  -0.2304441 
## Iteration 5 lambda =  -0.2714589 
## Iteration 6 lambda =  -0.2919663 
## Iteration 7 lambda =  -0.30222 
## Iteration 8 lambda =  -0.3073469 
## Iteration 9 lambda =  -0.3099103 
## Iteration 10 lambda =  -0.311192 
## Iteration 11 lambda =  -0.3118329 
## Iteration 12 lambda =  -0.3121533 
## Iteration 13 lambda =  -0.3123135 
## Iteration 14 lambda =  -0.3123936 
## Iteration 15 lambda =  -0.3124337 
## Iteration 16 lambda =  -0.3124537 
## Iteration 17 lambda =  -0.3124637 
## Iteration 18 lambda =  -0.3124687 
## Iteration 19 lambda =  -0.3124712 
## Iteration 20 lambda =  -0.3124725 
## Iteration 21 lambda =  -0.3124731 
## Iteration 22 lambda =  -0.3124734 
## Iteration 23 lambda =  -0.3124736 
## Iteration 24 lambda =  -0.3124736 
## Iteration 1 lambda =  0.2813063 
## Iteration 2 lambda =  -0.07804059 
## Iteration 3 lambda =  -0.257714 
## Iteration 4 lambda =  -0.3475507 
## Iteration 5 lambda =  -0.3924691 
## Iteration 6 lambda =  -0.4149283 
## Iteration 7 lambda =  -0.4261579 
## Iteration 8 lambda =  -0.4317727 
## Iteration 9 lambda =  -0.4345801 
## Iteration 10 lambda =  -0.4359838 
## Iteration 11 lambda =  -0.4366856 
## Iteration 12 lambda =  -0.4370365 
## Iteration 13 lambda =  -0.437212 
## Iteration 14 lambda =  -0.4372997 
## Iteration 15 lambda =  -0.4373436 
## Iteration 16 lambda =  -0.4373655 
## Iteration 17 lambda =  -0.4373765 
## Iteration 18 lambda =  -0.437382 
## Iteration 19 lambda =  -0.4373847 
## Iteration 20 lambda =  -0.4373861 
## Iteration 21 lambda =  -0.4373868 
## Iteration 22 lambda =  -0.4373871 
## Iteration 23 lambda =  -0.4373873 
## Iteration 24 lambda =  -0.4373874 
## Iteration 1 lambda =  0.343131 
## Iteration 2 lambda =  0.01469647 
## Iteration 3 lambda =  -0.1495208 
## Iteration 4 lambda =  -0.2316294 
## Iteration 5 lambda =  -0.2726837 
## Iteration 6 lambda =  -0.2932109 
## Iteration 7 lambda =  -0.3034745 
## Iteration 8 lambda =  -0.3086062 
## Iteration 9 lambda =  -0.3111721 
## Iteration 10 lambda =  -0.3124551 
## Iteration 11 lambda =  -0.3130966 
## Iteration 12 lambda =  -0.3134173 
## Iteration 13 lambda =  -0.3135777 
## Iteration 14 lambda =  -0.3136578 
## Iteration 15 lambda =  -0.3136979 
## Iteration 16 lambda =  -0.313718 
## Iteration 17 lambda =  -0.313728 
## Iteration 18 lambda =  -0.313733 
## Iteration 19 lambda =  -0.3137355 
## Iteration 20 lambda =  -0.3137368 
## Iteration 21 lambda =  -0.3137374 
## Iteration 22 lambda =  -0.3137377 
## Iteration 23 lambda =  -0.3137379 
## Iteration 24 lambda =  -0.313738 
## Iteration 1 lambda =  0.2950571 
## Iteration 2 lambda =  -0.05741435 
## Iteration 3 lambda =  -0.2336501 
## Iteration 4 lambda =  -0.3217679 
## Iteration 5 lambda =  -0.3658269 
## Iteration 6 lambda =  -0.3878563 
## Iteration 7 lambda =  -0.3988711 
## Iteration 8 lambda =  -0.4043784 
## Iteration 9 lambda =  -0.4071321 
## Iteration 10 lambda =  -0.408509 
## Iteration 11 lambda =  -0.4091974 
## Iteration 12 lambda =  -0.4095416 
## Iteration 13 lambda =  -0.4097137 
## Iteration 14 lambda =  -0.4097998 
## Iteration 15 lambda =  -0.4098428 
## Iteration 16 lambda =  -0.4098643 
## Iteration 17 lambda =  -0.409875 
## Iteration 18 lambda =  -0.4098804 
## Iteration 19 lambda =  -0.4098831 
## Iteration 20 lambda =  -0.4098845 
## Iteration 21 lambda =  -0.4098851 
## Iteration 22 lambda =  -0.4098855 
## Iteration 23 lambda =  -0.4098856 
## Iteration 24 lambda =  -0.4098857 
## Iteration 1 lambda =  0.3121156 
## Iteration 2 lambda =  -0.03182665 
## Iteration 3 lambda =  -0.2037978 
## Iteration 4 lambda =  -0.2897833 
## Iteration 5 lambda =  -0.3327761 
## Iteration 6 lambda =  -0.3542725 
## Iteration 7 lambda =  -0.3650207 
## Iteration 8 lambda =  -0.3703948 
## Iteration 9 lambda =  -0.3730818 
## Iteration 10 lambda =  -0.3744253 
## Iteration 11 lambda =  -0.3750971 
## Iteration 12 lambda =  -0.375433 
## Iteration 13 lambda =  -0.3756009 
## Iteration 14 lambda =  -0.3756849 
## Iteration 15 lambda =  -0.3757269 
## Iteration 16 lambda =  -0.3757479 
## Iteration 17 lambda =  -0.3757584 
## Iteration 18 lambda =  -0.3757636 
## Iteration 19 lambda =  -0.3757662 
## Iteration 20 lambda =  -0.3757676 
## Iteration 21 lambda =  -0.3757682 
## Iteration 22 lambda =  -0.3757685 
## Iteration 23 lambda =  -0.3757687 
## Iteration 24 lambda =  -0.3757688 
## Iteration 1 lambda =  0.316153 
## Iteration 2 lambda =  -0.02577057 
## Iteration 3 lambda =  -0.1967323 
## Iteration 4 lambda =  -0.2822132 
## Iteration 5 lambda =  -0.3249537 
## Iteration 6 lambda =  -0.3463239 
## Iteration 7 lambda =  -0.357009 
## Iteration 8 lambda =  -0.3623515 
## Iteration 9 lambda =  -0.3650228 
## Iteration 10 lambda =  -0.3663585 
## Iteration 11 lambda =  -0.3670263 
## Iteration 12 lambda =  -0.3673602 
## Iteration 13 lambda =  -0.3675271 
## Iteration 14 lambda =  -0.3676106 
## Iteration 15 lambda =  -0.3676524 
## Iteration 16 lambda =  -0.3676732 
## Iteration 17 lambda =  -0.3676837 
## Iteration 18 lambda =  -0.3676889 
## Iteration 19 lambda =  -0.3676915 
## Iteration 20 lambda =  -0.3676928 
## Iteration 21 lambda =  -0.3676934 
## Iteration 22 lambda =  -0.3676938 
## Iteration 23 lambda =  -0.3676939 
## Iteration 24 lambda =  -0.367694 
## Iteration 1 lambda =  0.3401757 
## Iteration 2 lambda =  0.01026356 
## Iteration 3 lambda =  -0.1546925 
## Iteration 4 lambda =  -0.2371706 
## Iteration 5 lambda =  -0.2784096 
## Iteration 6 lambda =  -0.2990291 
## Iteration 7 lambda =  -0.3093388 
## Iteration 8 lambda =  -0.3144937 
## Iteration 9 lambda =  -0.3170712 
## Iteration 10 lambda =  -0.3183599 
## Iteration 11 lambda =  -0.3190042 
## Iteration 12 lambda =  -0.3193264 
## Iteration 13 lambda =  -0.3194875 
## Iteration 14 lambda =  -0.319568 
## Iteration 15 lambda =  -0.3196083 
## Iteration 16 lambda =  -0.3196285 
## Iteration 17 lambda =  -0.3196385 
## Iteration 18 lambda =  -0.3196436 
## Iteration 19 lambda =  -0.3196461 
## Iteration 20 lambda =  -0.3196473 
## Iteration 21 lambda =  -0.319648 
## Iteration 22 lambda =  -0.3196483 
## Iteration 23 lambda =  -0.3196484 
## Iteration 24 lambda =  -0.3196485 
## Iteration 1 lambda =  0.370211 
## Iteration 2 lambda =  0.05531653 
## Iteration 3 lambda =  -0.1021307 
## Iteration 4 lambda =  -0.1808543 
## Iteration 5 lambda =  -0.2202162 
## Iteration 6 lambda =  -0.2398971 
## Iteration 7 lambda =  -0.2497375 
## Iteration 8 lambda =  -0.2546577 
## Iteration 9 lambda =  -0.2571179 
## Iteration 10 lambda =  -0.2583479 
## Iteration 11 lambda =  -0.2589629 
## Iteration 12 lambda =  -0.2592705 
## Iteration 13 lambda =  -0.2594242 
## Iteration 14 lambda =  -0.2595011 
## Iteration 15 lambda =  -0.2595395 
## Iteration 16 lambda =  -0.2595587 
## Iteration 17 lambda =  -0.2595684 
## Iteration 18 lambda =  -0.2595732 
## Iteration 19 lambda =  -0.2595756 
## Iteration 20 lambda =  -0.2595768 
## Iteration 21 lambda =  -0.2595774 
## Iteration 22 lambda =  -0.2595777 
## Iteration 23 lambda =  -0.2595778 
## Iteration 24 lambda =  -0.2595779 
## Iteration 1 lambda =  0.3796192 
## Iteration 2 lambda =  0.06942879 
## Iteration 3 lambda =  -0.08566641 
## Iteration 4 lambda =  -0.163214 
## Iteration 5 lambda =  -0.2019878 
## Iteration 6 lambda =  -0.2213747 
## Iteration 7 lambda =  -0.2310682 
## Iteration 8 lambda =  -0.2359149 
## Iteration 9 lambda =  -0.2383382 
## Iteration 10 lambda =  -0.2395499 
## Iteration 11 lambda =  -0.2401558 
## Iteration 12 lambda =  -0.2404587 
## Iteration 13 lambda =  -0.2406101 
## Iteration 14 lambda =  -0.2406859 
## Iteration 15 lambda =  -0.2407237 
## Iteration 16 lambda =  -0.2407427 
## Iteration 17 lambda =  -0.2407521 
## Iteration 18 lambda =  -0.2407569 
## Iteration 19 lambda =  -0.2407592 
## Iteration 20 lambda =  -0.2407604 
## Iteration 21 lambda =  -0.240761 
## Iteration 22 lambda =  -0.2407613 
## Iteration 23 lambda =  -0.2407615 
## Iteration 24 lambda =  -0.2407615 
## Iteration 1 lambda =  0.2999937 
## Iteration 2 lambda =  -0.05000951 
## Iteration 3 lambda =  -0.2250111 
## Iteration 4 lambda =  -0.3125119 
## Iteration 5 lambda =  -0.3562623 
## Iteration 6 lambda =  -0.3781375 
## Iteration 7 lambda =  -0.3890751 
## Iteration 8 lambda =  -0.3945439 
## Iteration 9 lambda =  -0.3972783 
## Iteration 10 lambda =  -0.3986455 
## Iteration 11 lambda =  -0.3993291 
## Iteration 12 lambda =  -0.3996709 
## Iteration 13 lambda =  -0.3998418 
## Iteration 14 lambda =  -0.3999272 
## Iteration 15 lambda =  -0.39997 
## Iteration 16 lambda =  -0.3999913 
## Iteration 17 lambda =  -0.400002 
## Iteration 18 lambda =  -0.4000073 
## Iteration 19 lambda =  -0.40001 
## Iteration 20 lambda =  -0.4000113 
## Iteration 21 lambda =  -0.400012 
## Iteration 22 lambda =  -0.4000123 
## Iteration 23 lambda =  -0.4000125 
## Iteration 24 lambda =  -0.4000126 
## Iteration 1 lambda =  0.2970346 
## Iteration 2 lambda =  -0.05444807 
## Iteration 3 lambda =  -0.2301894 
## Iteration 4 lambda =  -0.3180601 
## Iteration 5 lambda =  -0.3619954 
## Iteration 6 lambda =  -0.3839631 
## Iteration 7 lambda =  -0.3949469 
## Iteration 8 lambda =  -0.4004388 
## Iteration 9 lambda =  -0.4031848 
## Iteration 10 lambda =  -0.4045578 
## Iteration 11 lambda =  -0.4052443 
## Iteration 12 lambda =  -0.4055875 
## Iteration 13 lambda =  -0.4057591 
## Iteration 14 lambda =  -0.4058449 
## Iteration 15 lambda =  -0.4058878 
## Iteration 16 lambda =  -0.4059093 
## Iteration 17 lambda =  -0.40592 
## Iteration 18 lambda =  -0.4059254 
## Iteration 19 lambda =  -0.4059281 
## Iteration 20 lambda =  -0.4059294 
## Iteration 21 lambda =  -0.4059301 
## Iteration 22 lambda =  -0.4059304 
## Iteration 23 lambda =  -0.4059306 
## Iteration 24 lambda =  -0.4059307 
## Iteration 1 lambda =  0.3079892 
## Iteration 2 lambda =  -0.03801614 
## Iteration 3 lambda =  -0.2110188 
## Iteration 4 lambda =  -0.2975202 
## Iteration 5 lambda =  -0.3407708 
## Iteration 6 lambda =  -0.3623962 
## Iteration 7 lambda =  -0.3732089 
## Iteration 8 lambda =  -0.3786152 
## Iteration 9 lambda =  -0.3813184 
## Iteration 10 lambda =  -0.3826699 
## Iteration 11 lambda =  -0.3833457 
## Iteration 12 lambda =  -0.3836836 
## Iteration 13 lambda =  -0.3838526 
## Iteration 14 lambda =  -0.383937 
## Iteration 15 lambda =  -0.3839793 
## Iteration 16 lambda =  -0.3840004 
## Iteration 17 lambda =  -0.384011 
## Iteration 18 lambda =  -0.3840162 
## Iteration 19 lambda =  -0.3840189 
## Iteration 20 lambda =  -0.3840202 
## Iteration 21 lambda =  -0.3840209 
## Iteration 22 lambda =  -0.3840212 
## Iteration 23 lambda =  -0.3840214 
## Iteration 24 lambda =  -0.3840214 
## Iteration 1 lambda =  0.1604798 
## Iteration 2 lambda =  -0.2592803 
## Iteration 3 lambda =  -0.4691603 
## Iteration 4 lambda =  -0.5741003 
## Iteration 5 lambda =  -0.6265704 
## Iteration 6 lambda =  -0.6528054 
## Iteration 7 lambda =  -0.6659229 
## Iteration 8 lambda =  -0.6724816 
## Iteration 9 lambda =  -0.675761 
## Iteration 10 lambda =  -0.6774007 
## Iteration 11 lambda =  -0.6782205 
## Iteration 12 lambda =  -0.6786304 
## Iteration 13 lambda =  -0.6788354 
## Iteration 14 lambda =  -0.6789379 
## Iteration 15 lambda =  -0.6789891 
## Iteration 16 lambda =  -0.6790147 
## Iteration 17 lambda =  -0.6790276 
## Iteration 18 lambda =  -0.679034 
## Iteration 19 lambda =  -0.6790372 
## Iteration 20 lambda =  -0.6790388 
## Iteration 21 lambda =  -0.6790396 
## Iteration 22 lambda =  -0.67904 
## Iteration 23 lambda =  -0.6790402 
## Iteration 24 lambda =  -0.6790403 
## Iteration 25 lambda =  -0.6790403 
## Iteration 1 lambda =  0.3761308 
## Iteration 2 lambda =  0.0641962 
## Iteration 3 lambda =  -0.0917711 
## Iteration 4 lambda =  -0.1697548 
## Iteration 5 lambda =  -0.2087466 
## Iteration 6 lambda =  -0.2282425 
## Iteration 7 lambda =  -0.2379904 
## Iteration 8 lambda =  -0.2428644 
## Iteration 9 lambda =  -0.2453014 
## Iteration 10 lambda =  -0.2465199 
## Iteration 11 lambda =  -0.2471292 
## Iteration 12 lambda =  -0.2474338 
## Iteration 13 lambda =  -0.2475861 
## Iteration 14 lambda =  -0.2476622 
## Iteration 15 lambda =  -0.2477003 
## Iteration 16 lambda =  -0.2477194 
## Iteration 17 lambda =  -0.2477289 
## Iteration 18 lambda =  -0.2477336 
## Iteration 19 lambda =  -0.247736 
## Iteration 20 lambda =  -0.2477372 
## Iteration 21 lambda =  -0.2477378 
## Iteration 22 lambda =  -0.2477381 
## Iteration 23 lambda =  -0.2477383 
## Iteration 24 lambda =  -0.2477383 
## Iteration 1 lambda =  0.2691666 
## Iteration 2 lambda =  -0.09625008 
## Iteration 3 lambda =  -0.2789584 
## Iteration 4 lambda =  -0.3703126 
## Iteration 5 lambda =  -0.4159897 
## Iteration 6 lambda =  -0.4388282 
## Iteration 7 lambda =  -0.4502475 
## Iteration 8 lambda =  -0.4559571 
## Iteration 9 lambda =  -0.458812 
## Iteration 10 lambda =  -0.4602394 
## Iteration 11 lambda =  -0.4609531 
## Iteration 12 lambda =  -0.4613099 
## Iteration 13 lambda =  -0.4614883 
## Iteration 14 lambda =  -0.4615776 
## Iteration 15 lambda =  -0.4616222 
## Iteration 16 lambda =  -0.4616445 
## Iteration 17 lambda =  -0.4616556 
## Iteration 18 lambda =  -0.4616612 
## Iteration 19 lambda =  -0.461664 
## Iteration 20 lambda =  -0.4616654 
## Iteration 21 lambda =  -0.4616661 
## Iteration 22 lambda =  -0.4616664 
## Iteration 23 lambda =  -0.4616666 
## Iteration 24 lambda =  -0.4616667 
## Iteration 1 lambda =  0.3112211 
## Iteration 2 lambda =  -0.0331683 
## Iteration 3 lambda =  -0.205363 
## Iteration 4 lambda =  -0.2914604 
## Iteration 5 lambda =  -0.3345091 
## Iteration 6 lambda =  -0.3560334 
## Iteration 7 lambda =  -0.3667956 
## Iteration 8 lambda =  -0.3721766 
## Iteration 9 lambda =  -0.3748672 
## Iteration 10 lambda =  -0.3762125 
## Iteration 11 lambda =  -0.3768851 
## Iteration 12 lambda =  -0.3772214 
## Iteration 13 lambda =  -0.3773896 
## Iteration 14 lambda =  -0.3774737 
## Iteration 15 lambda =  -0.3775157 
## Iteration 16 lambda =  -0.3775367 
## Iteration 17 lambda =  -0.3775472 
## Iteration 18 lambda =  -0.3775525 
## Iteration 19 lambda =  -0.3775551 
## Iteration 20 lambda =  -0.3775564 
## Iteration 21 lambda =  -0.3775571 
## Iteration 22 lambda =  -0.3775574 
## Iteration 23 lambda =  -0.3775576 
## Iteration 24 lambda =  -0.3775576 
## Iteration 1 lambda =  0.2801441 
## Iteration 2 lambda =  -0.07978389 
## Iteration 3 lambda =  -0.2597479 
## Iteration 4 lambda =  -0.3497299 
## Iteration 5 lambda =  -0.3947209 
## Iteration 6 lambda =  -0.4172164 
## Iteration 7 lambda =  -0.4284641 
## Iteration 8 lambda =  -0.434088 
## Iteration 9 lambda =  -0.4368999 
## Iteration 10 lambda =  -0.4383059 
## Iteration 11 lambda =  -0.4390089 
## Iteration 12 lambda =  -0.4393604 
## Iteration 13 lambda =  -0.4395361 
## Iteration 14 lambda =  -0.439624 
## Iteration 15 lambda =  -0.4396679 
## Iteration 16 lambda =  -0.4396899 
## Iteration 17 lambda =  -0.4397009 
## Iteration 18 lambda =  -0.4397064 
## Iteration 19 lambda =  -0.4397091 
## Iteration 20 lambda =  -0.4397105 
## Iteration 21 lambda =  -0.4397112 
## Iteration 22 lambda =  -0.4397115 
## Iteration 23 lambda =  -0.4397117 
## Iteration 24 lambda =  -0.4397118 
## Iteration 1 lambda =  0.3433157 
## Iteration 2 lambda =  0.01497361 
## Iteration 3 lambda =  -0.1491975 
## Iteration 4 lambda =  -0.231283 
## Iteration 5 lambda =  -0.2723258 
## Iteration 6 lambda =  -0.2928471 
## Iteration 7 lambda =  -0.3031078 
## Iteration 8 lambda =  -0.3082382 
## Iteration 9 lambda =  -0.3108034 
## Iteration 10 lambda =  -0.3120859 
## Iteration 11 lambda =  -0.3127272 
## Iteration 12 lambda =  -0.3130479 
## Iteration 13 lambda =  -0.3132082 
## Iteration 14 lambda =  -0.3132884 
## Iteration 15 lambda =  -0.3133284 
## Iteration 16 lambda =  -0.3133485 
## Iteration 17 lambda =  -0.3133585 
## Iteration 18 lambda =  -0.3133635 
## Iteration 19 lambda =  -0.313366 
## Iteration 20 lambda =  -0.3133673 
## Iteration 21 lambda =  -0.3133679 
## Iteration 22 lambda =  -0.3133682 
## Iteration 23 lambda =  -0.3133684 
## Iteration 24 lambda =  -0.3133684 
## Iteration 1 lambda =  0.2868216 
## Iteration 2 lambda =  -0.06976758 
## Iteration 3 lambda =  -0.2480622 
## Iteration 4 lambda =  -0.3372095 
## Iteration 5 lambda =  -0.3817831 
## Iteration 6 lambda =  -0.4040699 
## Iteration 7 lambda =  -0.4152134 
## Iteration 8 lambda =  -0.4207851 
## Iteration 9 lambda =  -0.4235709 
## Iteration 10 lambda =  -0.4249638 
## Iteration 11 lambda =  -0.4256603 
## Iteration 12 lambda =  -0.4260085 
## Iteration 13 lambda =  -0.4261827 
## Iteration 14 lambda =  -0.4262697 
## Iteration 15 lambda =  -0.4263132 
## Iteration 16 lambda =  -0.426335 
## Iteration 17 lambda =  -0.4263459 
## Iteration 18 lambda =  -0.4263513 
## Iteration 19 lambda =  -0.4263541 
## Iteration 20 lambda =  -0.4263554 
## Iteration 21 lambda =  -0.4263561 
## Iteration 22 lambda =  -0.4263564 
## Iteration 23 lambda =  -0.4263566 
## Iteration 24 lambda =  -0.4263567 
## Iteration 1 lambda =  0.3416762 
## Iteration 2 lambda =  0.01251432 
## Iteration 3 lambda =  -0.1520666 
## Iteration 4 lambda =  -0.2343571 
## Iteration 5 lambda =  -0.2755023 
## Iteration 6 lambda =  -0.296075 
## Iteration 7 lambda =  -0.3063613 
## Iteration 8 lambda =  -0.3115044 
## Iteration 9 lambda =  -0.314076 
## Iteration 10 lambda =  -0.3153618 
## Iteration 11 lambda =  -0.3160047 
## Iteration 12 lambda =  -0.3163261 
## Iteration 13 lambda =  -0.3164868 
## Iteration 14 lambda =  -0.3165672 
## Iteration 15 lambda =  -0.3166074 
## Iteration 16 lambda =  -0.3166275 
## Iteration 17 lambda =  -0.3166375 
## Iteration 18 lambda =  -0.3166426 
## Iteration 19 lambda =  -0.3166451 
## Iteration 20 lambda =  -0.3166463 
## Iteration 21 lambda =  -0.3166469 
## Iteration 22 lambda =  -0.3166473 
## Iteration 23 lambda =  -0.3166474 
## Iteration 24 lambda =  -0.3166475 
## Iteration 1 lambda =  0.317347 
## Iteration 2 lambda =  -0.02397956 
## Iteration 3 lambda =  -0.1946428 
## Iteration 4 lambda =  -0.2799744 
## Iteration 5 lambda =  -0.3226403 
## Iteration 6 lambda =  -0.3439732 
## Iteration 7 lambda =  -0.3546396 
## Iteration 8 lambda =  -0.3599729 
## Iteration 9 lambda =  -0.3626395 
## Iteration 10 lambda =  -0.3639728 
## Iteration 11 lambda =  -0.3646394 
## Iteration 12 lambda =  -0.3649728 
## Iteration 13 lambda =  -0.3651394 
## Iteration 14 lambda =  -0.3652227 
## Iteration 15 lambda =  -0.3652644 
## Iteration 16 lambda =  -0.3652852 
## Iteration 17 lambda =  -0.3652957 
## Iteration 18 lambda =  -0.3653009 
## Iteration 19 lambda =  -0.3653035 
## Iteration 20 lambda =  -0.3653048 
## Iteration 21 lambda =  -0.3653054 
## Iteration 22 lambda =  -0.3653058 
## Iteration 23 lambda =  -0.3653059 
## Iteration 24 lambda =  -0.365306 
## Iteration 1 lambda =  0.3713737 
## Iteration 2 lambda =  0.05706061 
## Iteration 3 lambda =  -0.100096 
## Iteration 4 lambda =  -0.1786742 
## Iteration 5 lambda =  -0.2179634 
## Iteration 6 lambda =  -0.2376079 
## Iteration 7 lambda =  -0.2474302 
## Iteration 8 lambda =  -0.2523414 
## Iteration 9 lambda =  -0.2547969 
## Iteration 10 lambda =  -0.2560247 
## Iteration 11 lambda =  -0.2566386 
## Iteration 12 lambda =  -0.2569456 
## Iteration 13 lambda =  -0.257099 
## Iteration 14 lambda =  -0.2571758 
## Iteration 15 lambda =  -0.2572142 
## Iteration 16 lambda =  -0.2572333 
## Iteration 17 lambda =  -0.2572429 
## Iteration 18 lambda =  -0.2572477 
## Iteration 19 lambda =  -0.2572501 
## Iteration 20 lambda =  -0.2572513 
## Iteration 21 lambda =  -0.2572519 
## Iteration 22 lambda =  -0.2572522 
## Iteration 23 lambda =  -0.2572524 
## Iteration 24 lambda =  -0.2572524 
## Iteration 1 lambda =  0.2478373 
## Iteration 2 lambda =  -0.128244 
## Iteration 3 lambda =  -0.3162846 
## Iteration 4 lambda =  -0.410305 
## Iteration 5 lambda =  -0.4573151 
## Iteration 6 lambda =  -0.4808202 
## Iteration 7 lambda =  -0.4925728 
## Iteration 8 lambda =  -0.498449 
## Iteration 9 lambda =  -0.5013872 
## Iteration 10 lambda =  -0.5028562 
## Iteration 11 lambda =  -0.5035908 
## Iteration 12 lambda =  -0.503958 
## Iteration 13 lambda =  -0.5041417 
## Iteration 14 lambda =  -0.5042335 
## Iteration 15 lambda =  -0.5042794 
## Iteration 16 lambda =  -0.5043024 
## Iteration 17 lambda =  -0.5043138 
## Iteration 18 lambda =  -0.5043196 
## Iteration 19 lambda =  -0.5043224 
## Iteration 20 lambda =  -0.5043239 
## Iteration 21 lambda =  -0.5043246 
## Iteration 22 lambda =  -0.504325 
## Iteration 23 lambda =  -0.5043251 
## Iteration 24 lambda =  -0.5043252 
## Iteration 1 lambda =  0.2667664 
## Iteration 2 lambda =  -0.09985041 
## Iteration 3 lambda =  -0.2831588 
## Iteration 4 lambda =  -0.374813 
## Iteration 5 lambda =  -0.4206401 
## Iteration 6 lambda =  -0.4435537 
## Iteration 7 lambda =  -0.4550104 
## Iteration 8 lambda =  -0.4607388 
## Iteration 9 lambda =  -0.463603 
## Iteration 10 lambda =  -0.4650351 
## Iteration 11 lambda =  -0.4657512 
## Iteration 12 lambda =  -0.4661092 
## Iteration 13 lambda =  -0.4662882 
## Iteration 14 lambda =  -0.4663777 
## Iteration 15 lambda =  -0.4664225 
## Iteration 16 lambda =  -0.4664448 
## Iteration 17 lambda =  -0.466456 
## Iteration 18 lambda =  -0.4664616 
## Iteration 19 lambda =  -0.4664644 
## Iteration 20 lambda =  -0.4664658 
## Iteration 21 lambda =  -0.4664665 
## Iteration 22 lambda =  -0.4664669 
## Iteration 23 lambda =  -0.466467 
## Iteration 24 lambda =  -0.4664671 
## Iteration 1 lambda =  0.3609575 
## Iteration 2 lambda =  0.04143626 
## Iteration 3 lambda =  -0.1183244 
## Iteration 4 lambda =  -0.1982047 
## Iteration 5 lambda =  -0.2381448 
## Iteration 6 lambda =  -0.2581149 
## Iteration 7 lambda =  -0.2681 
## Iteration 8 lambda =  -0.2730925 
## Iteration 9 lambda =  -0.2755887 
## Iteration 10 lambda =  -0.2768369 
## Iteration 11 lambda =  -0.2774609 
## Iteration 12 lambda =  -0.277773 
## Iteration 13 lambda =  -0.277929 
## Iteration 14 lambda =  -0.278007 
## Iteration 15 lambda =  -0.278046 
## Iteration 16 lambda =  -0.2780655 
## Iteration 17 lambda =  -0.2780752 
## Iteration 18 lambda =  -0.2780801 
## Iteration 19 lambda =  -0.2780826 
## Iteration 20 lambda =  -0.2780838 
## Iteration 21 lambda =  -0.2780844 
## Iteration 22 lambda =  -0.2780847 
## Iteration 23 lambda =  -0.2780848 
## Iteration 24 lambda =  -0.2780849 
## Iteration 1 lambda =  0.3184047 
## Iteration 2 lambda =  -0.02239296 
## Iteration 3 lambda =  -0.1927918 
## Iteration 4 lambda =  -0.2779912 
## Iteration 5 lambda =  -0.3205909 
## Iteration 6 lambda =  -0.3418908 
## Iteration 7 lambda =  -0.3525407 
## Iteration 8 lambda =  -0.3578656 
## Iteration 9 lambda =  -0.3605281 
## Iteration 10 lambda =  -0.3618594 
## Iteration 11 lambda =  -0.362525 
## Iteration 12 lambda =  -0.3628578 
## Iteration 13 lambda =  -0.3630242 
## Iteration 14 lambda =  -0.3631074 
## Iteration 15 lambda =  -0.363149 
## Iteration 16 lambda =  -0.3631698 
## Iteration 17 lambda =  -0.3631802 
## Iteration 18 lambda =  -0.3631854 
## Iteration 19 lambda =  -0.363188 
## Iteration 20 lambda =  -0.3631893 
## Iteration 21 lambda =  -0.36319 
## Iteration 22 lambda =  -0.3631903 
## Iteration 23 lambda =  -0.3631904 
## Iteration 24 lambda =  -0.3631905 
## Iteration 1 lambda =  0.3178516 
## Iteration 2 lambda =  -0.02322266 
## Iteration 3 lambda =  -0.1937598 
## Iteration 4 lambda =  -0.2790283 
## Iteration 5 lambda =  -0.3216626 
## Iteration 6 lambda =  -0.3429797 
## Iteration 7 lambda =  -0.3536383 
## Iteration 8 lambda =  -0.3589676 
## Iteration 9 lambda =  -0.3616322 
## Iteration 10 lambda =  -0.3629646 
## Iteration 11 lambda =  -0.3636307 
## Iteration 12 lambda =  -0.3639638 
## Iteration 13 lambda =  -0.3641303 
## Iteration 14 lambda =  -0.3642136 
## Iteration 15 lambda =  -0.3642552 
## Iteration 16 lambda =  -0.3642761 
## Iteration 17 lambda =  -0.3642865 
## Iteration 18 lambda =  -0.3642917 
## Iteration 19 lambda =  -0.3642943 
## Iteration 20 lambda =  -0.3642956 
## Iteration 21 lambda =  -0.3642962 
## Iteration 22 lambda =  -0.3642966 
## Iteration 23 lambda =  -0.3642967 
## Iteration 24 lambda =  -0.3642968 
## Iteration 1 lambda =  0.2396187 
## Iteration 2 lambda =  -0.140572 
## Iteration 3 lambda =  -0.3306673 
## Iteration 4 lambda =  -0.425715 
## Iteration 5 lambda =  -0.4732388 
## Iteration 6 lambda =  -0.4970008 
## Iteration 7 lambda =  -0.5088817 
## Iteration 8 lambda =  -0.5148222 
## Iteration 9 lambda =  -0.5177924 
## Iteration 10 lambda =  -0.5192776 
## Iteration 11 lambda =  -0.5200201 
## Iteration 12 lambda =  -0.5203914 
## Iteration 13 lambda =  -0.520577 
## Iteration 14 lambda =  -0.5206699 
## Iteration 15 lambda =  -0.5207163 
## Iteration 16 lambda =  -0.5207395 
## Iteration 17 lambda =  -0.5207511 
## Iteration 18 lambda =  -0.5207569 
## Iteration 19 lambda =  -0.5207598 
## Iteration 20 lambda =  -0.5207612 
## Iteration 21 lambda =  -0.520762 
## Iteration 22 lambda =  -0.5207623 
## Iteration 23 lambda =  -0.5207625 
## Iteration 24 lambda =  -0.5207626 
## Iteration 1 lambda =  0.2720503 
## Iteration 2 lambda =  -0.0919246 
## Iteration 3 lambda =  -0.273912 
## Iteration 4 lambda =  -0.3649057 
## Iteration 5 lambda =  -0.4104026 
## Iteration 6 lambda =  -0.433151 
## Iteration 7 lambda =  -0.4445253 
## Iteration 8 lambda =  -0.4502124 
## Iteration 9 lambda =  -0.4530559 
## Iteration 10 lambda =  -0.4544777 
## Iteration 11 lambda =  -0.4551886 
## Iteration 12 lambda =  -0.455544 
## Iteration 13 lambda =  -0.4557217 
## Iteration 14 lambda =  -0.4558106 
## Iteration 15 lambda =  -0.455855 
## Iteration 16 lambda =  -0.4558772 
## Iteration 17 lambda =  -0.4558884 
## Iteration 18 lambda =  -0.4558939 
## Iteration 19 lambda =  -0.4558967 
## Iteration 20 lambda =  -0.4558981 
## Iteration 21 lambda =  -0.4558988 
## Iteration 22 lambda =  -0.4558991 
## Iteration 23 lambda =  -0.4558993 
## Iteration 24 lambda =  -0.4558994 
## Iteration 1 lambda =  0.3404326 
## Iteration 2 lambda =  0.01064896 
## Iteration 3 lambda =  -0.1542429 
## Iteration 4 lambda =  -0.2366888 
## Iteration 5 lambda =  -0.2779118 
## Iteration 6 lambda =  -0.2985232 
## Iteration 7 lambda =  -0.308829 
## Iteration 8 lambda =  -0.3139819 
## Iteration 9 lambda =  -0.3165583 
## Iteration 10 lambda =  -0.3178465 
## Iteration 11 lambda =  -0.3184906 
## Iteration 12 lambda =  -0.3188127 
## Iteration 13 lambda =  -0.3189737 
## Iteration 14 lambda =  -0.3190542 
## Iteration 15 lambda =  -0.3190945 
## Iteration 16 lambda =  -0.3191146 
## Iteration 17 lambda =  -0.3191247 
## Iteration 18 lambda =  -0.3191297 
## Iteration 19 lambda =  -0.3191322 
## Iteration 20 lambda =  -0.3191335 
## Iteration 21 lambda =  -0.3191341 
## Iteration 22 lambda =  -0.3191344 
## Iteration 23 lambda =  -0.3191346 
## Iteration 24 lambda =  -0.3191346 
## Iteration 1 lambda =  0.3489778 
## Iteration 2 lambda =  0.02346674 
## Iteration 3 lambda =  -0.1392888 
## Iteration 4 lambda =  -0.2206666 
## Iteration 5 lambda =  -0.2613555 
## Iteration 6 lambda =  -0.2816999 
## Iteration 7 lambda =  -0.2918721 
## Iteration 8 lambda =  -0.2969582 
## Iteration 9 lambda =  -0.2995013 
## Iteration 10 lambda =  -0.3007728 
## Iteration 11 lambda =  -0.3014086 
## Iteration 12 lambda =  -0.3017265 
## Iteration 13 lambda =  -0.3018854 
## Iteration 14 lambda =  -0.3019649 
## Iteration 15 lambda =  -0.3020046 
## Iteration 16 lambda =  -0.3020245 
## Iteration 17 lambda =  -0.3020344 
## Iteration 18 lambda =  -0.3020394 
## Iteration 19 lambda =  -0.3020419 
## Iteration 20 lambda =  -0.3020431 
## Iteration 21 lambda =  -0.3020437 
## Iteration 22 lambda =  -0.302044 
## Iteration 23 lambda =  -0.3020442 
## Iteration 24 lambda =  -0.3020443 
## Iteration 1 lambda =  0.243935 
## Iteration 2 lambda =  -0.1340975 
## Iteration 3 lambda =  -0.3231138 
## Iteration 4 lambda =  -0.4176219 
## Iteration 5 lambda =  -0.464876 
## Iteration 6 lambda =  -0.488503 
## Iteration 7 lambda =  -0.5003165 
## Iteration 8 lambda =  -0.5062233 
## Iteration 9 lambda =  -0.5091767 
## Iteration 10 lambda =  -0.5106534 
## Iteration 11 lambda =  -0.5113917 
## Iteration 12 lambda =  -0.5117609 
## Iteration 13 lambda =  -0.5119455 
## Iteration 14 lambda =  -0.5120378 
## Iteration 15 lambda =  -0.5120839 
## Iteration 16 lambda =  -0.512107 
## Iteration 17 lambda =  -0.5121185 
## Iteration 18 lambda =  -0.5121243 
## Iteration 19 lambda =  -0.5121272 
## Iteration 20 lambda =  -0.5121286 
## Iteration 21 lambda =  -0.5121293 
## Iteration 22 lambda =  -0.5121297 
## Iteration 23 lambda =  -0.5121299 
## Iteration 24 lambda =  -0.51213 
## Iteration 1 lambda =  0.3658559 
## Iteration 2 lambda =  0.04878387 
## Iteration 3 lambda =  -0.1097521 
## Iteration 4 lambda =  -0.1890202 
## Iteration 5 lambda =  -0.2286542 
## Iteration 6 lambda =  -0.2484712 
## Iteration 7 lambda =  -0.2583797 
## Iteration 8 lambda =  -0.2633339 
## Iteration 9 lambda =  -0.265811 
## Iteration 10 lambda =  -0.2670496 
## Iteration 11 lambda =  -0.2676689 
## Iteration 12 lambda =  -0.2679785 
## Iteration 13 lambda =  -0.2681333 
## Iteration 14 lambda =  -0.2682108 
## Iteration 15 lambda =  -0.2682495 
## Iteration 16 lambda =  -0.2682688 
## Iteration 17 lambda =  -0.2682785 
## Iteration 18 lambda =  -0.2682833 
## Iteration 19 lambda =  -0.2682857 
## Iteration 20 lambda =  -0.268287 
## Iteration 21 lambda =  -0.2682876 
## Iteration 22 lambda =  -0.2682879 
## Iteration 23 lambda =  -0.268288 
## Iteration 24 lambda =  -0.2682881 
## Iteration 1 lambda =  0.3094554 
## Iteration 2 lambda =  -0.03581696 
## Iteration 3 lambda =  -0.2084531 
## Iteration 4 lambda =  -0.2947712 
## Iteration 5 lambda =  -0.3379302 
## Iteration 6 lambda =  -0.3595098 
## Iteration 7 lambda =  -0.3702995 
## Iteration 8 lambda =  -0.3756944 
## Iteration 9 lambda =  -0.3783918 
## Iteration 10 lambda =  -0.3797406 
## Iteration 11 lambda =  -0.3804149 
## Iteration 12 lambda =  -0.3807521 
## Iteration 13 lambda =  -0.3809207 
## Iteration 14 lambda =  -0.381005 
## Iteration 15 lambda =  -0.3810471 
## Iteration 16 lambda =  -0.3810682 
## Iteration 17 lambda =  -0.3810787 
## Iteration 18 lambda =  -0.381084 
## Iteration 19 lambda =  -0.3810866 
## Iteration 20 lambda =  -0.381088 
## Iteration 21 lambda =  -0.3810886 
## Iteration 22 lambda =  -0.381089 
## Iteration 23 lambda =  -0.3810891 
## Iteration 24 lambda =  -0.3810892 
## Iteration 1 lambda =  0.3412525 
## Iteration 2 lambda =  0.01187871 
## Iteration 3 lambda =  -0.1528082 
## Iteration 4 lambda =  -0.2351516 
## Iteration 5 lambda =  -0.2763233 
## Iteration 6 lambda =  -0.2969092 
## Iteration 7 lambda =  -0.3072021 
## Iteration 8 lambda =  -0.3123486 
## Iteration 9 lambda =  -0.3149218 
## Iteration 10 lambda =  -0.3162084 
## Iteration 11 lambda =  -0.3168517 
## Iteration 12 lambda =  -0.3171734 
## Iteration 13 lambda =  -0.3173342 
## Iteration 14 lambda =  -0.3174146 
## Iteration 15 lambda =  -0.3174548 
## Iteration 16 lambda =  -0.3174749 
## Iteration 17 lambda =  -0.317485 
## Iteration 18 lambda =  -0.31749 
## Iteration 19 lambda =  -0.3174925 
## Iteration 20 lambda =  -0.3174938 
## Iteration 21 lambda =  -0.3174944 
## Iteration 22 lambda =  -0.3174947 
## Iteration 23 lambda =  -0.3174949 
## Iteration 24 lambda =  -0.317495 
## Iteration 1 lambda =  0.322453 
## Iteration 2 lambda =  -0.01632053 
## Iteration 3 lambda =  -0.1857073 
## Iteration 4 lambda =  -0.2704007 
## Iteration 5 lambda =  -0.3127473 
## Iteration 6 lambda =  -0.3339207 
## Iteration 7 lambda =  -0.3445074 
## Iteration 8 lambda =  -0.3498007 
## Iteration 9 lambda =  -0.3524474 
## Iteration 10 lambda =  -0.3537707 
## Iteration 11 lambda =  -0.3544324 
## Iteration 12 lambda =  -0.3547632 
## Iteration 13 lambda =  -0.3549286 
## Iteration 14 lambda =  -0.3550113 
## Iteration 15 lambda =  -0.3550527 
## Iteration 16 lambda =  -0.3550734 
## Iteration 17 lambda =  -0.3550837 
## Iteration 18 lambda =  -0.3550889 
## Iteration 19 lambda =  -0.3550915 
## Iteration 20 lambda =  -0.3550927 
## Iteration 21 lambda =  -0.3550934 
## Iteration 22 lambda =  -0.3550937 
## Iteration 23 lambda =  -0.3550939 
## Iteration 24 lambda =  -0.355094 
## Iteration 1 lambda =  0.249574 
## Iteration 2 lambda =  -0.125639 
## Iteration 3 lambda =  -0.3132455 
## Iteration 4 lambda =  -0.4070487 
## Iteration 5 lambda =  -0.4539503 
## Iteration 6 lambda =  -0.4774012 
## Iteration 7 lambda =  -0.4891266 
## Iteration 8 lambda =  -0.4949893 
## Iteration 9 lambda =  -0.4979206 
## Iteration 10 lambda =  -0.4993863 
## Iteration 11 lambda =  -0.5001191 
## Iteration 12 lambda =  -0.5004856 
## Iteration 13 lambda =  -0.5006688 
## Iteration 14 lambda =  -0.5007604 
## Iteration 15 lambda =  -0.5008062 
## Iteration 16 lambda =  -0.5008291 
## Iteration 17 lambda =  -0.5008405 
## Iteration 18 lambda =  -0.5008462 
## Iteration 19 lambda =  -0.5008491 
## Iteration 20 lambda =  -0.5008505 
## Iteration 21 lambda =  -0.5008513 
## Iteration 22 lambda =  -0.5008516 
## Iteration 23 lambda =  -0.5008518 
## Iteration 24 lambda =  -0.5008519 
## Iteration 1 lambda =  0.2742335 
## Iteration 2 lambda =  -0.08864979 
## Iteration 3 lambda =  -0.2700914 
## Iteration 4 lambda =  -0.3608122 
## Iteration 5 lambda =  -0.4061726 
## Iteration 6 lambda =  -0.4288528 
## Iteration 7 lambda =  -0.4401929 
## Iteration 8 lambda =  -0.445863 
## Iteration 9 lambda =  -0.448698 
## Iteration 10 lambda =  -0.4501155 
## Iteration 11 lambda =  -0.4508243 
## Iteration 12 lambda =  -0.4511787 
## Iteration 13 lambda =  -0.4513559 
## Iteration 14 lambda =  -0.4514445 
## Iteration 15 lambda =  -0.4514888 
## Iteration 16 lambda =  -0.4515109 
## Iteration 17 lambda =  -0.451522 
## Iteration 18 lambda =  -0.4515275 
## Iteration 19 lambda =  -0.4515303 
## Iteration 20 lambda =  -0.4515317 
## Iteration 21 lambda =  -0.4515324 
## Iteration 22 lambda =  -0.4515327 
## Iteration 23 lambda =  -0.4515329 
## Iteration 24 lambda =  -0.451533 
## Iteration 1 lambda =  0.3311628 
## Iteration 2 lambda =  -0.00325583 
## Iteration 3 lambda =  -0.1704651 
## Iteration 4 lambda =  -0.2540698 
## Iteration 5 lambda =  -0.2958721 
## Iteration 6 lambda =  -0.3167733 
## Iteration 7 lambda =  -0.3272239 
## Iteration 8 lambda =  -0.3324491 
## Iteration 9 lambda =  -0.3350618 
## Iteration 10 lambda =  -0.3363681 
## Iteration 11 lambda =  -0.3370213 
## Iteration 12 lambda =  -0.3373479 
## Iteration 13 lambda =  -0.3375111 
## Iteration 14 lambda =  -0.3375928 
## Iteration 15 lambda =  -0.3376336 
## Iteration 16 lambda =  -0.337654 
## Iteration 17 lambda =  -0.3376642 
## Iteration 18 lambda =  -0.3376693 
## Iteration 19 lambda =  -0.3376719 
## Iteration 20 lambda =  -0.3376732 
## Iteration 21 lambda =  -0.3376738 
## Iteration 22 lambda =  -0.3376741 
## Iteration 23 lambda =  -0.3376743 
## Iteration 24 lambda =  -0.3376744 
## Iteration 1 lambda =  0.3474086 
## Iteration 2 lambda =  0.02111294 
## Iteration 3 lambda =  -0.1420349 
## Iteration 4 lambda =  -0.2236088 
## Iteration 5 lambda =  -0.2643958 
## Iteration 6 lambda =  -0.2847893 
## Iteration 7 lambda =  -0.294986 
## Iteration 8 lambda =  -0.3000844 
## Iteration 9 lambda =  -0.3026336 
## Iteration 10 lambda =  -0.3039082 
## Iteration 11 lambda =  -0.3045454 
## Iteration 12 lambda =  -0.3048641 
## Iteration 13 lambda =  -0.3050234 
## Iteration 14 lambda =  -0.3051031 
## Iteration 15 lambda =  -0.3051429 
## Iteration 16 lambda =  -0.3051628 
## Iteration 17 lambda =  -0.3051728 
## Iteration 18 lambda =  -0.3051778 
## Iteration 19 lambda =  -0.3051803 
## Iteration 20 lambda =  -0.3051815 
## Iteration 21 lambda =  -0.3051821 
## Iteration 22 lambda =  -0.3051824 
## Iteration 23 lambda =  -0.3051826 
## Iteration 24 lambda =  -0.3051827 
## Iteration 1 lambda =  0.3808143 
## Iteration 2 lambda =  0.07122148 
## Iteration 3 lambda =  -0.08357493 
## Iteration 4 lambda =  -0.1609731 
## Iteration 5 lambda =  -0.1996722 
## Iteration 6 lambda =  -0.2190218 
## Iteration 7 lambda =  -0.2286966 
## Iteration 8 lambda =  -0.233534 
## Iteration 9 lambda =  -0.2359527 
## Iteration 10 lambda =  -0.237162 
## Iteration 11 lambda =  -0.2377667 
## Iteration 12 lambda =  -0.238069 
## Iteration 13 lambda =  -0.2382202 
## Iteration 14 lambda =  -0.2382958 
## Iteration 15 lambda =  -0.2383336 
## Iteration 16 lambda =  -0.2383525 
## Iteration 17 lambda =  -0.2383619 
## Iteration 18 lambda =  -0.2383666 
## Iteration 19 lambda =  -0.238369 
## Iteration 20 lambda =  -0.2383702 
## Iteration 21 lambda =  -0.2383708 
## Iteration 22 lambda =  -0.2383711 
## Iteration 23 lambda =  -0.2383712 
## Iteration 24 lambda =  -0.2383713 
## Iteration 1 lambda =  0.3856448 
## Iteration 2 lambda =  0.07846724 
## Iteration 3 lambda =  -0.07512155 
## Iteration 4 lambda =  -0.1519159 
## Iteration 5 lambda =  -0.1903131 
## Iteration 6 lambda =  -0.2095117 
## Iteration 7 lambda =  -0.219111 
## Iteration 8 lambda =  -0.2239107 
## Iteration 9 lambda =  -0.2263105 
## Iteration 10 lambda =  -0.2275104 
## Iteration 11 lambda =  -0.2281104 
## Iteration 12 lambda =  -0.2284104 
## Iteration 13 lambda =  -0.2285604 
## Iteration 14 lambda =  -0.2286354 
## Iteration 15 lambda =  -0.2286728 
## Iteration 16 lambda =  -0.2286916 
## Iteration 17 lambda =  -0.228701 
## Iteration 18 lambda =  -0.2287057 
## Iteration 19 lambda =  -0.228708 
## Iteration 20 lambda =  -0.2287092 
## Iteration 21 lambda =  -0.2287098 
## Iteration 22 lambda =  -0.2287101 
## Iteration 23 lambda =  -0.2287102 
## Iteration 24 lambda =  -0.2287103 
## Iteration 1 lambda =  0.3050583 
## Iteration 2 lambda =  -0.04241262 
## Iteration 3 lambda =  -0.2161481 
## Iteration 4 lambda =  -0.3030158 
## Iteration 5 lambda =  -0.3464496 
## Iteration 6 lambda =  -0.3681666 
## Iteration 7 lambda =  -0.379025 
## Iteration 8 lambda =  -0.3844543 
## Iteration 9 lambda =  -0.3871689 
## Iteration 10 lambda =  -0.3885262 
## Iteration 11 lambda =  -0.3892048 
## Iteration 12 lambda =  -0.3895442 
## Iteration 13 lambda =  -0.3897138 
## Iteration 14 lambda =  -0.3897987 
## Iteration 15 lambda =  -0.3898411 
## Iteration 16 lambda =  -0.3898623 
## Iteration 17 lambda =  -0.3898729 
## Iteration 18 lambda =  -0.3898782 
## Iteration 19 lambda =  -0.3898808 
## Iteration 20 lambda =  -0.3898822 
## Iteration 21 lambda =  -0.3898828 
## Iteration 22 lambda =  -0.3898832 
## Iteration 23 lambda =  -0.3898833 
## Iteration 24 lambda =  -0.3898834 
## Iteration 1 lambda =  0.3679078 
## Iteration 2 lambda =  0.05186165 
## Iteration 3 lambda =  -0.1061614 
## Iteration 4 lambda =  -0.1851729 
## Iteration 5 lambda =  -0.2246787 
## Iteration 6 lambda =  -0.2444316 
## Iteration 7 lambda =  -0.254308 
## Iteration 8 lambda =  -0.2592462 
## Iteration 9 lambda =  -0.2617154 
## Iteration 10 lambda =  -0.2629499 
## Iteration 11 lambda =  -0.2635672 
## Iteration 12 lambda =  -0.2638758 
## Iteration 13 lambda =  -0.2640301 
## Iteration 14 lambda =  -0.2641073 
## Iteration 15 lambda =  -0.2641459 
## Iteration 16 lambda =  -0.2641652 
## Iteration 17 lambda =  -0.2641748 
## Iteration 18 lambda =  -0.2641796 
## Iteration 19 lambda =  -0.2641821 
## Iteration 20 lambda =  -0.2641833 
## Iteration 21 lambda =  -0.2641839 
## Iteration 22 lambda =  -0.2641842 
## Iteration 23 lambda =  -0.2641843 
## Iteration 24 lambda =  -0.2641844 
## Iteration 1 lambda =  0.3318619 
## Iteration 2 lambda =  -0.0022072 
## Iteration 3 lambda =  -0.1692417 
## Iteration 4 lambda =  -0.252759 
## Iteration 5 lambda =  -0.2945176 
## Iteration 6 lambda =  -0.315397 
## Iteration 7 lambda =  -0.3258366 
## Iteration 8 lambda =  -0.3310564 
## Iteration 9 lambda =  -0.3336664 
## Iteration 10 lambda =  -0.3349713 
## Iteration 11 lambda =  -0.3356238 
## Iteration 12 lambda =  -0.33595 
## Iteration 13 lambda =  -0.3361131 
## Iteration 14 lambda =  -0.3361947 
## Iteration 15 lambda =  -0.3362355 
## Iteration 16 lambda =  -0.3362559 
## Iteration 17 lambda =  -0.3362661 
## Iteration 18 lambda =  -0.3362712 
## Iteration 19 lambda =  -0.3362737 
## Iteration 20 lambda =  -0.336275 
## Iteration 21 lambda =  -0.3362756 
## Iteration 22 lambda =  -0.3362759 
## Iteration 23 lambda =  -0.3362761 
## Iteration 24 lambda =  -0.3362762 
## Iteration 1 lambda =  0.3357962 
## Iteration 2 lambda =  0.003694354 
## Iteration 3 lambda =  -0.1623566 
## Iteration 4 lambda =  -0.2453821 
## Iteration 5 lambda =  -0.2868948 
## Iteration 6 lambda =  -0.3076512 
## Iteration 7 lambda =  -0.3180293 
## Iteration 8 lambda =  -0.3232184 
## Iteration 9 lambda =  -0.325813 
## Iteration 10 lambda =  -0.3271103 
## Iteration 11 lambda =  -0.3277589 
## Iteration 12 lambda =  -0.3280832 
## Iteration 13 lambda =  -0.3282454 
## Iteration 14 lambda =  -0.3283264 
## Iteration 15 lambda =  -0.328367 
## Iteration 16 lambda =  -0.3283873 
## Iteration 17 lambda =  -0.3283974 
## Iteration 18 lambda =  -0.3284025 
## Iteration 19 lambda =  -0.328405 
## Iteration 20 lambda =  -0.3284063 
## Iteration 21 lambda =  -0.3284069 
## Iteration 22 lambda =  -0.3284072 
## Iteration 23 lambda =  -0.3284074 
## Iteration 24 lambda =  -0.3284074 
## Iteration 1 lambda =  0.3586008 
## Iteration 2 lambda =  0.03790119 
## Iteration 3 lambda =  -0.1224486 
## Iteration 4 lambda =  -0.2026235 
## Iteration 5 lambda =  -0.242711 
## Iteration 6 lambda =  -0.2627547 
## Iteration 7 lambda =  -0.2727765 
## Iteration 8 lambda =  -0.2777875 
## Iteration 9 lambda =  -0.2802929 
## Iteration 10 lambda =  -0.2815457 
## Iteration 11 lambda =  -0.282172 
## Iteration 12 lambda =  -0.2824852 
## Iteration 13 lambda =  -0.2826418 
## Iteration 14 lambda =  -0.2827201 
## Iteration 15 lambda =  -0.2827593 
## Iteration 16 lambda =  -0.2827788 
## Iteration 17 lambda =  -0.2827886 
## Iteration 18 lambda =  -0.2827935 
## Iteration 19 lambda =  -0.282796 
## Iteration 20 lambda =  -0.2827972 
## Iteration 21 lambda =  -0.2827978 
## Iteration 22 lambda =  -0.2827981 
## Iteration 23 lambda =  -0.2827983 
## Iteration 24 lambda =  -0.2827983 
## Iteration 1 lambda =  0.3437631 
## Iteration 2 lambda =  0.01564467 
## Iteration 3 lambda =  -0.1484145 
## Iteration 4 lambda =  -0.2304442 
## Iteration 5 lambda =  -0.271459 
## Iteration 6 lambda =  -0.2919664 
## Iteration 7 lambda =  -0.3022201 
## Iteration 8 lambda =  -0.3073469 
## Iteration 9 lambda =  -0.3099103 
## Iteration 10 lambda =  -0.3111921 
## Iteration 11 lambda =  -0.3118329 
## Iteration 12 lambda =  -0.3121533 
## Iteration 13 lambda =  -0.3123136 
## Iteration 14 lambda =  -0.3123937 
## Iteration 15 lambda =  -0.3124337 
## Iteration 16 lambda =  -0.3124537 
## Iteration 17 lambda =  -0.3124638 
## Iteration 18 lambda =  -0.3124688 
## Iteration 19 lambda =  -0.3124713 
## Iteration 20 lambda =  -0.3124725 
## Iteration 21 lambda =  -0.3124731 
## Iteration 22 lambda =  -0.3124735 
## Iteration 23 lambda =  -0.3124736 
## Iteration 24 lambda =  -0.3124737 
## Iteration 1 lambda =  0.3024832 
## Iteration 2 lambda =  -0.04627521 
## Iteration 3 lambda =  -0.2206544 
## Iteration 4 lambda =  -0.307844 
## Iteration 5 lambda =  -0.3514388 
## Iteration 6 lambda =  -0.3732362 
## Iteration 7 lambda =  -0.3841349 
## Iteration 8 lambda =  -0.3895843 
## Iteration 9 lambda =  -0.3923089 
## Iteration 10 lambda =  -0.3936713 
## Iteration 11 lambda =  -0.3943524 
## Iteration 12 lambda =  -0.394693 
## Iteration 13 lambda =  -0.3948633 
## Iteration 14 lambda =  -0.3949485 
## Iteration 15 lambda =  -0.394991 
## Iteration 16 lambda =  -0.3950123 
## Iteration 17 lambda =  -0.395023 
## Iteration 18 lambda =  -0.3950283 
## Iteration 19 lambda =  -0.395031 
## Iteration 20 lambda =  -0.3950323 
## Iteration 21 lambda =  -0.3950329 
## Iteration 22 lambda =  -0.3950333 
## Iteration 23 lambda =  -0.3950334 
## Iteration 24 lambda =  -0.3950335 
## Iteration 1 lambda =  0.363997 
## Iteration 2 lambda =  0.04599547 
## Iteration 3 lambda =  -0.1130053 
## Iteration 4 lambda =  -0.1925057 
## Iteration 5 lambda =  -0.2322559 
## Iteration 6 lambda =  -0.252131 
## Iteration 7 lambda =  -0.2620685 
## Iteration 8 lambda =  -0.2670373 
## Iteration 9 lambda =  -0.2695217 
## Iteration 10 lambda =  -0.2707639 
## Iteration 11 lambda =  -0.2713849 
## Iteration 12 lambda =  -0.2716955 
## Iteration 13 lambda =  -0.2718508 
## Iteration 14 lambda =  -0.2719284 
## Iteration 15 lambda =  -0.2719672 
## Iteration 16 lambda =  -0.2719866 
## Iteration 17 lambda =  -0.2719963 
## Iteration 18 lambda =  -0.2720012 
## Iteration 19 lambda =  -0.2720036 
## Iteration 20 lambda =  -0.2720048 
## Iteration 21 lambda =  -0.2720054 
## Iteration 22 lambda =  -0.2720057 
## Iteration 23 lambda =  -0.2720059 
## Iteration 24 lambda =  -0.272006 
## Iteration 1 lambda =  0.3234268 
## Iteration 2 lambda =  -0.01485982 
## Iteration 3 lambda =  -0.1840031 
## Iteration 4 lambda =  -0.2685748 
## Iteration 5 lambda =  -0.3108606 
## Iteration 6 lambda =  -0.3320035 
## Iteration 7 lambda =  -0.342575 
## Iteration 8 lambda =  -0.3478607 
## Iteration 9 lambda =  -0.3505036 
## Iteration 10 lambda =  -0.351825 
## Iteration 11 lambda =  -0.3524857 
## Iteration 12 lambda =  -0.3528161 
## Iteration 13 lambda =  -0.3529812 
## Iteration 14 lambda =  -0.3530638 
## Iteration 15 lambda =  -0.3531051 
## Iteration 16 lambda =  -0.3531258 
## Iteration 17 lambda =  -0.3531361 
## Iteration 18 lambda =  -0.3531413 
## Iteration 19 lambda =  -0.3531438 
## Iteration 20 lambda =  -0.3531451 
## Iteration 21 lambda =  -0.3531458 
## Iteration 22 lambda =  -0.3531461 
## Iteration 23 lambda =  -0.3531463 
## Iteration 24 lambda =  -0.3531463 
## Iteration 1 lambda =  0.3186249 
## Iteration 2 lambda =  -0.0220626 
## Iteration 3 lambda =  -0.1924064 
## Iteration 4 lambda =  -0.2775783 
## Iteration 5 lambda =  -0.3201642 
## Iteration 6 lambda =  -0.3414572 
## Iteration 7 lambda =  -0.3521037 
## Iteration 8 lambda =  -0.3574269 
## Iteration 9 lambda =  -0.3600885 
## Iteration 10 lambda =  -0.3614193 
## Iteration 11 lambda =  -0.3620847 
## Iteration 12 lambda =  -0.3624174 
## Iteration 13 lambda =  -0.3625838 
## Iteration 14 lambda =  -0.362667 
## Iteration 15 lambda =  -0.3627086 
## Iteration 16 lambda =  -0.3627293 
## Iteration 17 lambda =  -0.3627397 
## Iteration 18 lambda =  -0.3627449 
## Iteration 19 lambda =  -0.3627475 
## Iteration 20 lambda =  -0.3627488 
## Iteration 21 lambda =  -0.3627495 
## Iteration 22 lambda =  -0.3627498 
## Iteration 23 lambda =  -0.36275 
## Iteration 24 lambda =  -0.3627501 
## Iteration 1 lambda =  0.2331842 
## Iteration 2 lambda =  -0.1502237 
## Iteration 3 lambda =  -0.3419276 
## Iteration 4 lambda =  -0.4377796 
## Iteration 5 lambda =  -0.4857056 
## Iteration 6 lambda =  -0.5096686 
## Iteration 7 lambda =  -0.5216501 
## Iteration 8 lambda =  -0.5276408 
## Iteration 9 lambda =  -0.5306362 
## Iteration 10 lambda =  -0.5321339 
## Iteration 11 lambda =  -0.5328827 
## Iteration 12 lambda =  -0.5332571 
## Iteration 13 lambda =  -0.5334443 
## Iteration 14 lambda =  -0.5335379 
## Iteration 15 lambda =  -0.5335847 
## Iteration 16 lambda =  -0.5336082 
## Iteration 17 lambda =  -0.5336199 
## Iteration 18 lambda =  -0.5336257 
## Iteration 19 lambda =  -0.5336286 
## Iteration 20 lambda =  -0.5336301 
## Iteration 21 lambda =  -0.5336308 
## Iteration 22 lambda =  -0.5336312 
## Iteration 23 lambda =  -0.5336314 
## Iteration 24 lambda =  -0.5336315 
## Iteration 1 lambda =  0.2839224 
## Iteration 2 lambda =  -0.07411645 
## Iteration 3 lambda =  -0.2531359 
## Iteration 4 lambda =  -0.3426456 
## Iteration 5 lambda =  -0.3874004 
## Iteration 6 lambda =  -0.4097778 
## Iteration 7 lambda =  -0.4209666 
## Iteration 8 lambda =  -0.4265609 
## Iteration 9 lambda =  -0.4293581 
## Iteration 10 lambda =  -0.4307567 
## Iteration 11 lambda =  -0.431456 
## Iteration 12 lambda =  -0.4318056 
## Iteration 13 lambda =  -0.4319804 
## Iteration 14 lambda =  -0.4320679 
## Iteration 15 lambda =  -0.4321116 
## Iteration 16 lambda =  -0.4321334 
## Iteration 17 lambda =  -0.4321443 
## Iteration 18 lambda =  -0.4321498 
## Iteration 19 lambda =  -0.4321525 
## Iteration 20 lambda =  -0.4321539 
## Iteration 21 lambda =  -0.4321546 
## Iteration 22 lambda =  -0.4321549 
## Iteration 23 lambda =  -0.4321551 
## Iteration 24 lambda =  -0.4321552 
## Iteration 1 lambda =  0.3297049 
## Iteration 2 lambda =  -0.005442653 
## Iteration 3 lambda =  -0.1730164 
## Iteration 4 lambda =  -0.2568033 
## Iteration 5 lambda =  -0.2986968 
## Iteration 6 lambda =  -0.3196435 
## Iteration 7 lambda =  -0.3301168 
## Iteration 8 lambda =  -0.3353535 
## Iteration 9 lambda =  -0.3379719 
## Iteration 10 lambda =  -0.339281 
## Iteration 11 lambda =  -0.3399356 
## Iteration 12 lambda =  -0.3402629 
## Iteration 13 lambda =  -0.3404266 
## Iteration 14 lambda =  -0.3405084 
## Iteration 15 lambda =  -0.3405493 
## Iteration 16 lambda =  -0.3405697 
## Iteration 17 lambda =  -0.34058 
## Iteration 18 lambda =  -0.3405851 
## Iteration 19 lambda =  -0.3405876 
## Iteration 20 lambda =  -0.3405889 
## Iteration 21 lambda =  -0.3405896 
## Iteration 22 lambda =  -0.3405899 
## Iteration 23 lambda =  -0.34059 
## Iteration 24 lambda =  -0.3405901 
## Iteration 1 lambda =  0.3676478 
## Iteration 2 lambda =  0.05147165 
## Iteration 3 lambda =  -0.1066164 
## Iteration 4 lambda =  -0.1856604 
## Iteration 5 lambda =  -0.2251825 
## Iteration 6 lambda =  -0.2449435 
## Iteration 7 lambda =  -0.254824 
## Iteration 8 lambda =  -0.2597642 
## Iteration 9 lambda =  -0.2622343 
## Iteration 10 lambda =  -0.2634694 
## Iteration 11 lambda =  -0.2640869 
## Iteration 12 lambda =  -0.2643957 
## Iteration 13 lambda =  -0.2645501 
## Iteration 14 lambda =  -0.2646273 
## Iteration 15 lambda =  -0.2646659 
## Iteration 16 lambda =  -0.2646852 
## Iteration 17 lambda =  -0.2646948 
## Iteration 18 lambda =  -0.2646996 
## Iteration 19 lambda =  -0.2647021 
## Iteration 20 lambda =  -0.2647033 
## Iteration 21 lambda =  -0.2647039 
## Iteration 22 lambda =  -0.2647042 
## Iteration 23 lambda =  -0.2647043 
## Iteration 24 lambda =  -0.2647044 
## Iteration 1 lambda =  0.326181 
## Iteration 2 lambda =  -0.01072848 
## Iteration 3 lambda =  -0.1791832 
## Iteration 4 lambda =  -0.2634106 
## Iteration 5 lambda =  -0.3055243 
## Iteration 6 lambda =  -0.3265811 
## Iteration 7 lambda =  -0.3371096 
## Iteration 8 lambda =  -0.3423738 
## Iteration 9 lambda =  -0.3450059 
## Iteration 10 lambda =  -0.3463219 
## Iteration 11 lambda =  -0.3469799 
## Iteration 12 lambda =  -0.347309 
## Iteration 13 lambda =  -0.3474735 
## Iteration 14 lambda =  -0.3475557 
## Iteration 15 lambda =  -0.3475968 
## Iteration 16 lambda =  -0.3476174 
## Iteration 17 lambda =  -0.3476277 
## Iteration 18 lambda =  -0.3476328 
## Iteration 19 lambda =  -0.3476354 
## Iteration 20 lambda =  -0.3476367 
## Iteration 21 lambda =  -0.3476373 
## Iteration 22 lambda =  -0.3476377 
## Iteration 23 lambda =  -0.3476378 
## Iteration 24 lambda =  -0.3476379 
## Iteration 1 lambda =  0.3689299 
## Iteration 2 lambda =  0.05339483 
## Iteration 3 lambda =  -0.1043727 
## Iteration 4 lambda =  -0.1832565 
## Iteration 5 lambda =  -0.2226984 
## Iteration 6 lambda =  -0.2424193 
## Iteration 7 lambda =  -0.2522798 
## Iteration 8 lambda =  -0.25721 
## Iteration 9 lambda =  -0.2596751 
## Iteration 10 lambda =  -0.2609077 
## Iteration 11 lambda =  -0.261524 
## Iteration 12 lambda =  -0.2618321 
## Iteration 13 lambda =  -0.2619862 
## Iteration 14 lambda =  -0.2620632 
## Iteration 15 lambda =  -0.2621017 
## Iteration 16 lambda =  -0.262121 
## Iteration 17 lambda =  -0.2621306 
## Iteration 18 lambda =  -0.2621354 
## Iteration 19 lambda =  -0.2621378 
## Iteration 20 lambda =  -0.262139 
## Iteration 21 lambda =  -0.2621396 
## Iteration 22 lambda =  -0.2621399 
## Iteration 23 lambda =  -0.2621401 
## Iteration 24 lambda =  -0.2621402 
## Iteration 1 lambda =  0.2937188 
## Iteration 2 lambda =  -0.05942187 
## Iteration 3 lambda =  -0.2359922 
## Iteration 4 lambda =  -0.3242773 
## Iteration 5 lambda =  -0.3684199 
## Iteration 6 lambda =  -0.3904912 
## Iteration 7 lambda =  -0.4015269 
## Iteration 8 lambda =  -0.4070447 
## Iteration 9 lambda =  -0.4098036 
## Iteration 10 lambda =  -0.411183 
## Iteration 11 lambda =  -0.4118728 
## Iteration 12 lambda =  -0.4122176 
## Iteration 13 lambda =  -0.4123901 
## Iteration 14 lambda =  -0.4124763 
## Iteration 15 lambda =  -0.4125194 
## Iteration 16 lambda =  -0.4125409 
## Iteration 17 lambda =  -0.4125517 
## Iteration 18 lambda =  -0.4125571 
## Iteration 19 lambda =  -0.4125598 
## Iteration 20 lambda =  -0.4125612 
## Iteration 21 lambda =  -0.4125618 
## Iteration 22 lambda =  -0.4125622 
## Iteration 23 lambda =  -0.4125623 
## Iteration 24 lambda =  -0.4125624 
## Iteration 1 lambda =  0.279657 
## Iteration 2 lambda =  -0.08051451 
## Iteration 3 lambda =  -0.2606003 
## Iteration 4 lambda =  -0.3506431 
## Iteration 5 lambda =  -0.3956646 
## Iteration 6 lambda =  -0.4181753 
## Iteration 7 lambda =  -0.4294306 
## Iteration 8 lambda =  -0.4350583 
## Iteration 9 lambda =  -0.4378722 
## Iteration 10 lambda =  -0.4392791 
## Iteration 11 lambda =  -0.4399825 
## Iteration 12 lambda =  -0.4403343 
## Iteration 13 lambda =  -0.4405101 
## Iteration 14 lambda =  -0.4405981 
## Iteration 15 lambda =  -0.440642 
## Iteration 16 lambda =  -0.440664 
## Iteration 17 lambda =  -0.440675 
## Iteration 18 lambda =  -0.4406805 
## Iteration 19 lambda =  -0.4406833 
## Iteration 20 lambda =  -0.4406846 
## Iteration 21 lambda =  -0.4406853 
## Iteration 22 lambda =  -0.4406857 
## Iteration 23 lambda =  -0.4406858 
## Iteration 24 lambda =  -0.4406859 
## Iteration 1 lambda =  0.3592268 
## Iteration 2 lambda =  0.03884017 
## Iteration 3 lambda =  -0.1213531 
## Iteration 4 lambda =  -0.2014498 
## Iteration 5 lambda =  -0.2414981 
## Iteration 6 lambda =  -0.2615223 
## Iteration 7 lambda =  -0.2715344 
## Iteration 8 lambda =  -0.2765404 
## Iteration 9 lambda =  -0.2790434 
## Iteration 10 lambda =  -0.2802949 
## Iteration 11 lambda =  -0.2809207 
## Iteration 12 lambda =  -0.2812336 
## Iteration 13 lambda =  -0.28139 
## Iteration 14 lambda =  -0.2814682 
## Iteration 15 lambda =  -0.2815073 
## Iteration 16 lambda =  -0.2815269 
## Iteration 17 lambda =  -0.2815367 
## Iteration 18 lambda =  -0.2815416 
## Iteration 19 lambda =  -0.281544 
## Iteration 20 lambda =  -0.2815452 
## Iteration 21 lambda =  -0.2815458 
## Iteration 22 lambda =  -0.2815461 
## Iteration 23 lambda =  -0.2815463 
## Iteration 24 lambda =  -0.2815464 
## Iteration 1 lambda =  0.2618463 
## Iteration 2 lambda =  -0.1072305 
## Iteration 3 lambda =  -0.2917689 
## Iteration 4 lambda =  -0.3840381 
## Iteration 5 lambda =  -0.4301727 
## Iteration 6 lambda =  -0.45324 
## Iteration 7 lambda =  -0.4647737 
## Iteration 8 lambda =  -0.4705405 
## Iteration 9 lambda =  -0.4734239 
## Iteration 10 lambda =  -0.4748656 
## Iteration 11 lambda =  -0.4755865 
## Iteration 12 lambda =  -0.4759469 
## Iteration 13 lambda =  -0.4761271 
## Iteration 14 lambda =  -0.4762172 
## Iteration 15 lambda =  -0.4762623 
## Iteration 16 lambda =  -0.4762848 
## Iteration 17 lambda =  -0.4762961 
## Iteration 18 lambda =  -0.4763017 
## Iteration 19 lambda =  -0.4763045 
## Iteration 20 lambda =  -0.4763059 
## Iteration 21 lambda =  -0.4763066 
## Iteration 22 lambda =  -0.476307 
## Iteration 23 lambda =  -0.4763072 
## Iteration 24 lambda =  -0.4763073 
## Iteration 1 lambda =  0.2622558 
## Iteration 2 lambda =  -0.1066163 
## Iteration 3 lambda =  -0.2910523 
## Iteration 4 lambda =  -0.3832704 
## Iteration 5 lambda =  -0.4293794 
## Iteration 6 lambda =  -0.4524339 
## Iteration 7 lambda =  -0.4639611 
## Iteration 8 lambda =  -0.4697248 
## Iteration 9 lambda =  -0.4726066 
## Iteration 10 lambda =  -0.4740475 
## Iteration 11 lambda =  -0.4747679 
## Iteration 12 lambda =  -0.4751282 
## Iteration 13 lambda =  -0.4753083 
## Iteration 14 lambda =  -0.4753983 
## Iteration 15 lambda =  -0.4754434 
## Iteration 16 lambda =  -0.4754659 
## Iteration 17 lambda =  -0.4754771 
## Iteration 18 lambda =  -0.4754828 
## Iteration 19 lambda =  -0.4754856 
## Iteration 20 lambda =  -0.475487 
## Iteration 21 lambda =  -0.4754877 
## Iteration 22 lambda =  -0.475488 
## Iteration 23 lambda =  -0.4754882 
## Iteration 24 lambda =  -0.4754883 
## Iteration 1 lambda =  0.3410641 
## Iteration 2 lambda =  0.0115961 
## Iteration 3 lambda =  -0.1531379 
## Iteration 4 lambda =  -0.2355049 
## Iteration 5 lambda =  -0.2766884 
## Iteration 6 lambda =  -0.2972801 
## Iteration 7 lambda =  -0.307576 
## Iteration 8 lambda =  -0.3127239 
## Iteration 9 lambda =  -0.3152979 
## Iteration 10 lambda =  -0.3165849 
## Iteration 11 lambda =  -0.3172284 
## Iteration 12 lambda =  -0.3175501 
## Iteration 13 lambda =  -0.317711 
## Iteration 14 lambda =  -0.3177914 
## Iteration 15 lambda =  -0.3178316 
## Iteration 16 lambda =  -0.3178518 
## Iteration 17 lambda =  -0.3178618 
## Iteration 18 lambda =  -0.3178668 
## Iteration 19 lambda =  -0.3178694 
## Iteration 20 lambda =  -0.3178706 
## Iteration 21 lambda =  -0.3178712 
## Iteration 22 lambda =  -0.3178716 
## Iteration 23 lambda =  -0.3178717 
## Iteration 24 lambda =  -0.3178718 
## Iteration 1 lambda =  0.2907776 
## Iteration 2 lambda =  -0.06383365 
## Iteration 3 lambda =  -0.2411393 
## Iteration 4 lambda =  -0.3297921 
## Iteration 5 lambda =  -0.3741185 
## Iteration 6 lambda =  -0.3962817 
## Iteration 7 lambda =  -0.4073633 
## Iteration 8 lambda =  -0.4129041 
## Iteration 9 lambda =  -0.4156745 
## Iteration 10 lambda =  -0.4170597 
## Iteration 11 lambda =  -0.4177523 
## Iteration 12 lambda =  -0.4180986 
## Iteration 13 lambda =  -0.4182717 
## Iteration 14 lambda =  -0.4183583 
## Iteration 15 lambda =  -0.4184016 
## Iteration 16 lambda =  -0.4184232 
## Iteration 17 lambda =  -0.418434 
## Iteration 18 lambda =  -0.4184395 
## Iteration 19 lambda =  -0.4184422 
## Iteration 20 lambda =  -0.4184435 
## Iteration 21 lambda =  -0.4184442 
## Iteration 22 lambda =  -0.4184445 
## Iteration 23 lambda =  -0.4184447 
## Iteration 24 lambda =  -0.4184448 
## Iteration 1 lambda =  0.2495778 
## Iteration 2 lambda =  -0.1256332 
## Iteration 3 lambda =  -0.3132388 
## Iteration 4 lambda =  -0.4070415 
## Iteration 5 lambda =  -0.4539429 
## Iteration 6 lambda =  -0.4773936 
## Iteration 7 lambda =  -0.489119 
## Iteration 8 lambda =  -0.4949816 
## Iteration 9 lambda =  -0.497913 
## Iteration 10 lambda =  -0.4993786 
## Iteration 11 lambda =  -0.5001115 
## Iteration 12 lambda =  -0.5004779 
## Iteration 13 lambda =  -0.5006611 
## Iteration 14 lambda =  -0.5007527 
## Iteration 15 lambda =  -0.5007985 
## Iteration 16 lambda =  -0.5008214 
## Iteration 17 lambda =  -0.5008329 
## Iteration 18 lambda =  -0.5008386 
## Iteration 19 lambda =  -0.5008414 
## Iteration 20 lambda =  -0.5008429 
## Iteration 21 lambda =  -0.5008436 
## Iteration 22 lambda =  -0.500844 
## Iteration 23 lambda =  -0.5008441 
## Iteration 24 lambda =  -0.5008442 
## Iteration 1 lambda =  0.310332 
## Iteration 2 lambda =  -0.03450207 
## Iteration 3 lambda =  -0.2069191 
## Iteration 4 lambda =  -0.2931276 
## Iteration 5 lambda =  -0.3362318 
## Iteration 6 lambda =  -0.357784 
## Iteration 7 lambda =  -0.36856 
## Iteration 8 lambda =  -0.3739481 
## Iteration 9 lambda =  -0.3766421 
## Iteration 10 lambda =  -0.3779891 
## Iteration 11 lambda =  -0.3786626 
## Iteration 12 lambda =  -0.3789993 
## Iteration 13 lambda =  -0.3791677 
## Iteration 14 lambda =  -0.3792519 
## Iteration 15 lambda =  -0.379294 
## Iteration 16 lambda =  -0.379315 
## Iteration 17 lambda =  -0.3793256 
## Iteration 18 lambda =  -0.3793308 
## Iteration 19 lambda =  -0.3793335 
## Iteration 20 lambda =  -0.3793348 
## Iteration 21 lambda =  -0.3793354 
## Iteration 22 lambda =  -0.3793358 
## Iteration 23 lambda =  -0.3793359 
## Iteration 24 lambda =  -0.379336 
## Iteration 1 lambda =  0.3179793 
## Iteration 2 lambda =  -0.02303111 
## Iteration 3 lambda =  -0.1935363 
## Iteration 4 lambda =  -0.2787889 
## Iteration 5 lambda =  -0.3214152 
## Iteration 6 lambda =  -0.3427283 
## Iteration 7 lambda =  -0.3533849 
## Iteration 8 lambda =  -0.3587132 
## Iteration 9 lambda =  -0.3613773 
## Iteration 10 lambda =  -0.3627094 
## Iteration 11 lambda =  -0.3633754 
## Iteration 12 lambda =  -0.3637085 
## Iteration 13 lambda =  -0.363875 
## Iteration 14 lambda =  -0.3639582 
## Iteration 15 lambda =  -0.3639999 
## Iteration 16 lambda =  -0.3640207 
## Iteration 17 lambda =  -0.3640311 
## Iteration 18 lambda =  -0.3640363 
## Iteration 19 lambda =  -0.3640389 
## Iteration 20 lambda =  -0.3640402 
## Iteration 21 lambda =  -0.3640408 
## Iteration 22 lambda =  -0.3640412 
## Iteration 23 lambda =  -0.3640413 
## Iteration 24 lambda =  -0.3640414 
## Iteration 1 lambda =  0.2331706 
## Iteration 2 lambda =  -0.1502441 
## Iteration 3 lambda =  -0.3419515 
## Iteration 4 lambda =  -0.4378051 
## Iteration 5 lambda =  -0.485732 
## Iteration 6 lambda =  -0.5096954 
## Iteration 7 lambda =  -0.5216771 
## Iteration 8 lambda =  -0.527668 
## Iteration 9 lambda =  -0.5306634 
## Iteration 10 lambda =  -0.5321611 
## Iteration 11 lambda =  -0.53291 
## Iteration 12 lambda =  -0.5332844 
## Iteration 13 lambda =  -0.5334716 
## Iteration 14 lambda =  -0.5335652 
## Iteration 15 lambda =  -0.533612 
## Iteration 16 lambda =  -0.5336354 
## Iteration 17 lambda =  -0.5336471 
## Iteration 18 lambda =  -0.533653 
## Iteration 19 lambda =  -0.5336559 
## Iteration 20 lambda =  -0.5336574 
## Iteration 21 lambda =  -0.5336581 
## Iteration 22 lambda =  -0.5336585 
## Iteration 23 lambda =  -0.5336586 
## Iteration 24 lambda =  -0.5336587 
## Iteration 1 lambda =  0.2601426 
## Iteration 2 lambda =  -0.109786 
## Iteration 3 lambda =  -0.2947504 
## Iteration 4 lambda =  -0.3872325 
## Iteration 5 lambda =  -0.4334736 
## Iteration 6 lambda =  -0.4565942 
## Iteration 7 lambda =  -0.4681544 
## Iteration 8 lambda =  -0.4739346 
## Iteration 9 lambda =  -0.4768246 
## Iteration 10 lambda =  -0.4782697 
## Iteration 11 lambda =  -0.4789922 
## Iteration 12 lambda =  -0.4793534 
## Iteration 13 lambda =  -0.4795341 
## Iteration 14 lambda =  -0.4796244 
## Iteration 15 lambda =  -0.4796695 
## Iteration 16 lambda =  -0.4796921 
## Iteration 17 lambda =  -0.4797034 
## Iteration 18 lambda =  -0.4797091 
## Iteration 19 lambda =  -0.4797119 
## Iteration 20 lambda =  -0.4797133 
## Iteration 21 lambda =  -0.479714 
## Iteration 22 lambda =  -0.4797144 
## Iteration 23 lambda =  -0.4797145 
## Iteration 24 lambda =  -0.4797146 
## Iteration 1 lambda =  0.2559019 
## Iteration 2 lambda =  -0.1161471 
## Iteration 3 lambda =  -0.3021716 
## Iteration 4 lambda =  -0.3951839 
## Iteration 5 lambda =  -0.44169 
## Iteration 6 lambda =  -0.4649431 
## Iteration 7 lambda =  -0.4765696 
## Iteration 8 lambda =  -0.4823829 
## Iteration 9 lambda =  -0.4852895 
## Iteration 10 lambda =  -0.4867428 
## Iteration 11 lambda =  -0.4874695 
## Iteration 12 lambda =  -0.4878328 
## Iteration 13 lambda =  -0.4880145 
## Iteration 14 lambda =  -0.4881053 
## Iteration 15 lambda =  -0.4881507 
## Iteration 16 lambda =  -0.4881734 
## Iteration 17 lambda =  -0.4881848 
## Iteration 18 lambda =  -0.4881904 
## Iteration 19 lambda =  -0.4881933 
## Iteration 20 lambda =  -0.4881947 
## Iteration 21 lambda =  -0.4881954 
## Iteration 22 lambda =  -0.4881958 
## Iteration 23 lambda =  -0.4881959 
## Iteration 24 lambda =  -0.488196 
## Iteration 1 lambda =  0.3937211 
## Iteration 2 lambda =  0.0905816 
## Iteration 3 lambda =  -0.06098814 
## Iteration 4 lambda =  -0.136773 
## Iteration 5 lambda =  -0.1746654 
## Iteration 6 lambda =  -0.1936117 
## Iteration 7 lambda =  -0.2030848 
## Iteration 8 lambda =  -0.2078213 
## Iteration 9 lambda =  -0.2101896 
## Iteration 10 lambda =  -0.2113737 
## Iteration 11 lambda =  -0.2119658 
## Iteration 12 lambda =  -0.2122618 
## Iteration 13 lambda =  -0.2124099 
## Iteration 14 lambda =  -0.2124839 
## Iteration 15 lambda =  -0.2125209 
## Iteration 16 lambda =  -0.2125394 
## Iteration 17 lambda =  -0.2125486 
## Iteration 18 lambda =  -0.2125532 
## Iteration 19 lambda =  -0.2125556 
## Iteration 20 lambda =  -0.2125567 
## Iteration 21 lambda =  -0.2125573 
## Iteration 22 lambda =  -0.2125576 
## Iteration 23 lambda =  -0.2125577 
## Iteration 24 lambda =  -0.2125578 
## Iteration 1 lambda =  0.3260985 
## Iteration 2 lambda =  -0.0108522 
## Iteration 3 lambda =  -0.1793276 
## Iteration 4 lambda =  -0.2635653 
## Iteration 5 lambda =  -0.3056841 
## Iteration 6 lambda =  -0.3267435 
## Iteration 7 lambda =  -0.3372732 
## Iteration 8 lambda =  -0.3425381 
## Iteration 9 lambda =  -0.3451705 
## Iteration 10 lambda =  -0.3464867 
## Iteration 11 lambda =  -0.3471448 
## Iteration 12 lambda =  -0.3474739 
## Iteration 13 lambda =  -0.3476384 
## Iteration 14 lambda =  -0.3477207 
## Iteration 15 lambda =  -0.3477618 
## Iteration 16 lambda =  -0.3477824 
## Iteration 17 lambda =  -0.3477927 
## Iteration 18 lambda =  -0.3477978 
## Iteration 19 lambda =  -0.3478004 
## Iteration 20 lambda =  -0.3478017 
## Iteration 21 lambda =  -0.3478023 
## Iteration 22 lambda =  -0.3478026 
## Iteration 23 lambda =  -0.3478028 
## Iteration 24 lambda =  -0.3478029 
## Iteration 1 lambda =  0.3058628 
## Iteration 2 lambda =  -0.04120573 
## Iteration 3 lambda =  -0.21474 
## Iteration 4 lambda =  -0.3015072 
## Iteration 5 lambda =  -0.3448907 
## Iteration 6 lambda =  -0.3665825 
## Iteration 7 lambda =  -0.3774284 
## Iteration 8 lambda =  -0.3828514 
## Iteration 9 lambda =  -0.3855628 
## Iteration 10 lambda =  -0.3869186 
## Iteration 11 lambda =  -0.3875964 
## Iteration 12 lambda =  -0.3879354 
## Iteration 13 lambda =  -0.3881048 
## Iteration 14 lambda =  -0.3881896 
## Iteration 15 lambda =  -0.3882319 
## Iteration 16 lambda =  -0.3882531 
## Iteration 17 lambda =  -0.3882637 
## Iteration 18 lambda =  -0.388269 
## Iteration 19 lambda =  -0.3882717 
## Iteration 20 lambda =  -0.388273 
## Iteration 21 lambda =  -0.3882737 
## Iteration 22 lambda =  -0.388274 
## Iteration 23 lambda =  -0.3882741 
## Iteration 24 lambda =  -0.3882742 
## Iteration 1 lambda =  0.3371608 
## Iteration 2 lambda =  0.005741235 
## Iteration 3 lambda =  -0.1599686 
## Iteration 4 lambda =  -0.2428235 
## Iteration 5 lambda =  -0.2842509 
## Iteration 6 lambda =  -0.3049646 
## Iteration 7 lambda =  -0.3153215 
## Iteration 8 lambda =  -0.3204999 
## Iteration 9 lambda =  -0.3230891 
## Iteration 10 lambda =  -0.3243837 
## Iteration 11 lambda =  -0.325031 
## Iteration 12 lambda =  -0.3253547 
## Iteration 13 lambda =  -0.3255165 
## Iteration 14 lambda =  -0.3255974 
## Iteration 15 lambda =  -0.3256379 
## Iteration 16 lambda =  -0.3256581 
## Iteration 17 lambda =  -0.3256682 
## Iteration 18 lambda =  -0.3256733 
## Iteration 19 lambda =  -0.3256758 
## Iteration 20 lambda =  -0.3256771 
## Iteration 21 lambda =  -0.3256777 
## Iteration 22 lambda =  -0.325678 
## Iteration 23 lambda =  -0.3256782 
## Iteration 24 lambda =  -0.3256783 
## Iteration 1 lambda =  0.2853668 
## Iteration 2 lambda =  -0.07194975 
## Iteration 3 lambda =  -0.250608 
## Iteration 4 lambda =  -0.3399372 
## Iteration 5 lambda =  -0.3846018 
## Iteration 6 lambda =  -0.4069341 
## Iteration 7 lambda =  -0.4181002 
## Iteration 8 lambda =  -0.4236833 
## Iteration 9 lambda =  -0.4264748 
## Iteration 10 lambda =  -0.4278706 
## Iteration 11 lambda =  -0.4285685 
## Iteration 12 lambda =  -0.4289174 
## Iteration 13 lambda =  -0.4290919 
## Iteration 14 lambda =  -0.4291791 
## Iteration 15 lambda =  -0.4292227 
## Iteration 16 lambda =  -0.4292445 
## Iteration 17 lambda =  -0.4292554 
## Iteration 18 lambda =  -0.4292609 
## Iteration 19 lambda =  -0.4292636 
## Iteration 20 lambda =  -0.429265 
## Iteration 21 lambda =  -0.4292657 
## Iteration 22 lambda =  -0.429266 
## Iteration 23 lambda =  -0.4292662 
## Iteration 24 lambda =  -0.4292663 
## Iteration 1 lambda =  0.3528798 
## Iteration 2 lambda =  0.02931966 
## Iteration 3 lambda =  -0.1324604 
## Iteration 4 lambda =  -0.2133504 
## Iteration 5 lambda =  -0.2537954 
## Iteration 6 lambda =  -0.2740179 
## Iteration 7 lambda =  -0.2841292 
## Iteration 8 lambda =  -0.2891848 
## Iteration 9 lambda =  -0.2917126 
## Iteration 10 lambda =  -0.2929765 
## Iteration 11 lambda =  -0.2936085 
## Iteration 12 lambda =  -0.2939245 
## Iteration 13 lambda =  -0.2940825 
## Iteration 14 lambda =  -0.2941615 
## Iteration 15 lambda =  -0.294201 
## Iteration 16 lambda =  -0.2942207 
## Iteration 17 lambda =  -0.2942306 
## Iteration 18 lambda =  -0.2942355 
## Iteration 19 lambda =  -0.294238 
## Iteration 20 lambda =  -0.2942392 
## Iteration 21 lambda =  -0.2942398 
## Iteration 22 lambda =  -0.2942401 
## Iteration 23 lambda =  -0.2942403 
## Iteration 24 lambda =  -0.2942404 
## Iteration 1 lambda =  0.3345942 
## Iteration 2 lambda =  0.001891324 
## Iteration 3 lambda =  -0.1644601 
## Iteration 4 lambda =  -0.2476358 
## Iteration 5 lambda =  -0.2892237 
## Iteration 6 lambda =  -0.3100176 
## Iteration 7 lambda =  -0.3204146 
## Iteration 8 lambda =  -0.3256131 
## Iteration 9 lambda =  -0.3282123 
## Iteration 10 lambda =  -0.3295119 
## Iteration 11 lambda =  -0.3301618 
## Iteration 12 lambda =  -0.3304867 
## Iteration 13 lambda =  -0.3306491 
## Iteration 14 lambda =  -0.3307303 
## Iteration 15 lambda =  -0.330771 
## Iteration 16 lambda =  -0.3307913 
## Iteration 17 lambda =  -0.3308014 
## Iteration 18 lambda =  -0.3308065 
## Iteration 19 lambda =  -0.330809 
## Iteration 20 lambda =  -0.3308103 
## Iteration 21 lambda =  -0.3308109 
## Iteration 22 lambda =  -0.3308113 
## Iteration 23 lambda =  -0.3308114 
## Iteration 24 lambda =  -0.3308115 
## Iteration 1 lambda =  0.2249489 
## Iteration 2 lambda =  -0.1625767 
## Iteration 3 lambda =  -0.3563395 
## Iteration 4 lambda =  -0.4532209 
## Iteration 5 lambda =  -0.5016616 
## Iteration 6 lambda =  -0.5258819 
## Iteration 7 lambda =  -0.5379921 
## Iteration 8 lambda =  -0.5440472 
## Iteration 9 lambda =  -0.5470748 
## Iteration 10 lambda =  -0.5485885 
## Iteration 11 lambda =  -0.5493454 
## Iteration 12 lambda =  -0.5497239 
## Iteration 13 lambda =  -0.5499131 
## Iteration 14 lambda =  -0.5500077 
## Iteration 15 lambda =  -0.550055 
## Iteration 16 lambda =  -0.5500786 
## Iteration 17 lambda =  -0.5500905 
## Iteration 18 lambda =  -0.5500964 
## Iteration 19 lambda =  -0.5500993 
## Iteration 20 lambda =  -0.5501008 
## Iteration 21 lambda =  -0.5501016 
## Iteration 22 lambda =  -0.5501019 
## Iteration 23 lambda =  -0.5501021 
## Iteration 24 lambda =  -0.5501022 
## Iteration 1 lambda =  0.3442961 
## Iteration 2 lambda =  0.0164442 
## Iteration 3 lambda =  -0.1474818 
## Iteration 4 lambda =  -0.2294447 
## Iteration 5 lambda =  -0.2704262 
## Iteration 6 lambda =  -0.290917 
## Iteration 7 lambda =  -0.3011624 
## Iteration 8 lambda =  -0.306285 
## Iteration 9 lambda =  -0.3088464 
## Iteration 10 lambda =  -0.3101271 
## Iteration 11 lambda =  -0.3107674 
## Iteration 12 lambda =  -0.3110876 
## Iteration 13 lambda =  -0.3112476 
## Iteration 14 lambda =  -0.3113277 
## Iteration 15 lambda =  -0.3113677 
## Iteration 16 lambda =  -0.3113877 
## Iteration 17 lambda =  -0.3113977 
## Iteration 18 lambda =  -0.3114027 
## Iteration 19 lambda =  -0.3114052 
## Iteration 20 lambda =  -0.3114065 
## Iteration 21 lambda =  -0.3114071 
## Iteration 22 lambda =  -0.3114074 
## Iteration 23 lambda =  -0.3114076 
## Iteration 24 lambda =  -0.3114077 
## Iteration 1 lambda =  0.3003483 
## Iteration 2 lambda =  -0.04947753 
## Iteration 3 lambda =  -0.2243905 
## Iteration 4 lambda =  -0.3118469 
## Iteration 5 lambda =  -0.3555751 
## Iteration 6 lambda =  -0.3774393 
## Iteration 7 lambda =  -0.3883713 
## Iteration 8 lambda =  -0.3938373 
## Iteration 9 lambda =  -0.3965704 
## Iteration 10 lambda =  -0.3979369 
## Iteration 11 lambda =  -0.3986201 
## Iteration 12 lambda =  -0.3989617 
## Iteration 13 lambda =  -0.3991326 
## Iteration 14 lambda =  -0.399218 
## Iteration 15 lambda =  -0.3992607 
## Iteration 16 lambda =  -0.399282 
## Iteration 17 lambda =  -0.3992927 
## Iteration 18 lambda =  -0.399298 
## Iteration 19 lambda =  -0.3993007 
## Iteration 20 lambda =  -0.399302 
## Iteration 21 lambda =  -0.3993027 
## Iteration 22 lambda =  -0.399303 
## Iteration 23 lambda =  -0.3993032 
## Iteration 24 lambda =  -0.3993033 
## Iteration 1 lambda =  0.3401008 
## Iteration 2 lambda =  0.01015121 
## Iteration 3 lambda =  -0.1548236 
## Iteration 4 lambda =  -0.237311 
## Iteration 5 lambda =  -0.2785547 
## Iteration 6 lambda =  -0.2991765 
## Iteration 7 lambda =  -0.3094875 
## Iteration 8 lambda =  -0.3146429 
## Iteration 9 lambda =  -0.3172207 
## Iteration 10 lambda =  -0.3185095 
## Iteration 11 lambda =  -0.319154 
## Iteration 12 lambda =  -0.3194762 
## Iteration 13 lambda =  -0.3196373 
## Iteration 14 lambda =  -0.3197178 
## Iteration 15 lambda =  -0.3197581 
## Iteration 16 lambda =  -0.3197783 
## Iteration 17 lambda =  -0.3197883 
## Iteration 18 lambda =  -0.3197934 
## Iteration 19 lambda =  -0.3197959 
## Iteration 20 lambda =  -0.3197971 
## Iteration 21 lambda =  -0.3197978 
## Iteration 22 lambda =  -0.3197981 
## Iteration 23 lambda =  -0.3197982 
## Iteration 24 lambda =  -0.3197983 
## Iteration 1 lambda =  0.3362417 
## Iteration 2 lambda =  0.004362526 
## Iteration 3 lambda =  -0.1615771 
## Iteration 4 lambda =  -0.2445468 
## Iteration 5 lambda =  -0.2860317 
## Iteration 6 lambda =  -0.3067742 
## Iteration 7 lambda =  -0.3171454 
## Iteration 8 lambda =  -0.322331 
## Iteration 9 lambda =  -0.3249238 
## Iteration 10 lambda =  -0.3262202 
## Iteration 11 lambda =  -0.3268684 
## Iteration 12 lambda =  -0.3271925 
## Iteration 13 lambda =  -0.3273546 
## Iteration 14 lambda =  -0.3274356 
## Iteration 15 lambda =  -0.3274761 
## Iteration 16 lambda =  -0.3274964 
## Iteration 17 lambda =  -0.3275065 
## Iteration 18 lambda =  -0.3275116 
## Iteration 19 lambda =  -0.3275141 
## Iteration 20 lambda =  -0.3275154 
## Iteration 21 lambda =  -0.327516 
## Iteration 22 lambda =  -0.3275163 
## Iteration 23 lambda =  -0.3275165 
## Iteration 24 lambda =  -0.3275166 
## Iteration 1 lambda =  0.3198797 
## Iteration 2 lambda =  -0.02018041 
## Iteration 3 lambda =  -0.1902105 
## Iteration 4 lambda =  -0.2752255 
## Iteration 5 lambda =  -0.317733 
## Iteration 6 lambda =  -0.3389868 
## Iteration 7 lambda =  -0.3496137 
## Iteration 8 lambda =  -0.3549271 
## Iteration 9 lambda =  -0.3575838 
## Iteration 10 lambda =  -0.3589122 
## Iteration 11 lambda =  -0.3595764 
## Iteration 12 lambda =  -0.3599085 
## Iteration 13 lambda =  -0.3600745 
## Iteration 14 lambda =  -0.3601575 
## Iteration 15 lambda =  -0.360199 
## Iteration 16 lambda =  -0.3602198 
## Iteration 17 lambda =  -0.3602302 
## Iteration 18 lambda =  -0.3602354 
## Iteration 19 lambda =  -0.360238 
## Iteration 20 lambda =  -0.3602393 
## Iteration 21 lambda =  -0.3602399 
## Iteration 22 lambda =  -0.3602402 
## Iteration 23 lambda =  -0.3602404 
## Iteration 24 lambda =  -0.3602405 
## Iteration 1 lambda =  0.3596101 
## Iteration 2 lambda =  0.03941512 
## Iteration 3 lambda =  -0.1206824 
## Iteration 4 lambda =  -0.2007311 
## Iteration 5 lambda =  -0.2407555 
## Iteration 6 lambda =  -0.2607677 
## Iteration 7 lambda =  -0.2707737 
## Iteration 8 lambda =  -0.2757768 
## Iteration 9 lambda =  -0.2782783 
## Iteration 10 lambda =  -0.2795291 
## Iteration 11 lambda =  -0.2801545 
## Iteration 12 lambda =  -0.2804671 
## Iteration 13 lambda =  -0.2806235 
## Iteration 14 lambda =  -0.2807017 
## Iteration 15 lambda =  -0.2807408 
## Iteration 16 lambda =  -0.2807603 
## Iteration 17 lambda =  -0.2807701 
## Iteration 18 lambda =  -0.280775 
## Iteration 19 lambda =  -0.2807774 
## Iteration 20 lambda =  -0.2807786 
## Iteration 21 lambda =  -0.2807792 
## Iteration 22 lambda =  -0.2807795 
## Iteration 23 lambda =  -0.2807797 
## Iteration 24 lambda =  -0.2807798 
## Iteration 1 lambda =  0.3765735 
## Iteration 2 lambda =  0.06486026 
## Iteration 3 lambda =  -0.09099637 
## Iteration 4 lambda =  -0.1689247 
## Iteration 5 lambda =  -0.2078888 
## Iteration 6 lambda =  -0.2273709 
## Iteration 7 lambda =  -0.237112 
## Iteration 8 lambda =  -0.2419825 
## Iteration 9 lambda =  -0.2444177 
## Iteration 10 lambda =  -0.2456354 
## Iteration 11 lambda =  -0.2462442 
## Iteration 12 lambda =  -0.2465486 
## Iteration 13 lambda =  -0.2467008 
## Iteration 14 lambda =  -0.2467769 
## Iteration 15 lambda =  -0.2468149 
## Iteration 16 lambda =  -0.246834 
## Iteration 17 lambda =  -0.2468435 
## Iteration 18 lambda =  -0.2468482 
## Iteration 19 lambda =  -0.2468506 
## Iteration 20 lambda =  -0.2468518 
## Iteration 21 lambda =  -0.2468524 
## Iteration 22 lambda =  -0.2468527 
## Iteration 23 lambda =  -0.2468528 
## Iteration 24 lambda =  -0.2468529 
## Iteration 1 lambda =  0.29498 
## Iteration 2 lambda =  -0.05752995 
## Iteration 3 lambda =  -0.2337849 
## Iteration 4 lambda =  -0.3219124 
## Iteration 5 lambda =  -0.3659762 
## Iteration 6 lambda =  -0.3880081 
## Iteration 7 lambda =  -0.399024 
## Iteration 8 lambda =  -0.404532 
## Iteration 9 lambda =  -0.4072859 
## Iteration 10 lambda =  -0.4086629 
## Iteration 11 lambda =  -0.4093514 
## Iteration 12 lambda =  -0.4096957 
## Iteration 13 lambda =  -0.4098678 
## Iteration 14 lambda =  -0.4099539 
## Iteration 15 lambda =  -0.4099969 
## Iteration 16 lambda =  -0.4100184 
## Iteration 17 lambda =  -0.4100292 
## Iteration 18 lambda =  -0.4100346 
## Iteration 19 lambda =  -0.4100372 
## Iteration 20 lambda =  -0.4100386 
## Iteration 21 lambda =  -0.4100393 
## Iteration 22 lambda =  -0.4100396 
## Iteration 23 lambda =  -0.4100398 
## Iteration 24 lambda =  -0.4100398 
## Iteration 1 lambda =  0.2138346 
## Iteration 2 lambda =  -0.1792481 
## Iteration 3 lambda =  -0.3757894 
## Iteration 4 lambda =  -0.4740601 
## Iteration 5 lambda =  -0.5231954 
## Iteration 6 lambda =  -0.5477631 
## Iteration 7 lambda =  -0.5600469 
## Iteration 8 lambda =  -0.5661888 
## Iteration 9 lambda =  -0.5692598 
## Iteration 10 lambda =  -0.5707953 
## Iteration 11 lambda =  -0.571563 
## Iteration 12 lambda =  -0.5719469 
## Iteration 13 lambda =  -0.5721388 
## Iteration 14 lambda =  -0.5722348 
## Iteration 15 lambda =  -0.5722828 
## Iteration 16 lambda =  -0.5723068 
## Iteration 17 lambda =  -0.5723188 
## Iteration 18 lambda =  -0.5723248 
## Iteration 19 lambda =  -0.5723278 
## Iteration 20 lambda =  -0.5723293 
## Iteration 21 lambda =  -0.57233 
## Iteration 22 lambda =  -0.5723304 
## Iteration 23 lambda =  -0.5723306 
## Iteration 24 lambda =  -0.5723307 
## Iteration 1 lambda =  0.3023291 
## Iteration 2 lambda =  -0.04650635 
## Iteration 3 lambda =  -0.2209241 
## Iteration 4 lambda =  -0.3081329 
## Iteration 5 lambda =  -0.3517374 
## Iteration 6 lambda =  -0.3735396 
## Iteration 7 lambda =  -0.3844407 
## Iteration 8 lambda =  -0.3898912 
## Iteration 9 lambda =  -0.3926165 
## Iteration 10 lambda =  -0.3939792 
## Iteration 11 lambda =  -0.3946605 
## Iteration 12 lambda =  -0.3950011 
## Iteration 13 lambda =  -0.3951715 
## Iteration 14 lambda =  -0.3952566 
## Iteration 15 lambda =  -0.3952992 
## Iteration 16 lambda =  -0.3953205 
## Iteration 17 lambda =  -0.3953312 
## Iteration 18 lambda =  -0.3953365 
## Iteration 19 lambda =  -0.3953391 
## Iteration 20 lambda =  -0.3953405 
## Iteration 21 lambda =  -0.3953411 
## Iteration 22 lambda =  -0.3953415 
## Iteration 23 lambda =  -0.3953416 
## Iteration 24 lambda =  -0.3953417 
## Iteration 1 lambda =  0.2941802 
## Iteration 2 lambda =  -0.05872974 
## Iteration 3 lambda =  -0.2351847 
## Iteration 4 lambda =  -0.3234122 
## Iteration 5 lambda =  -0.3675259 
## Iteration 6 lambda =  -0.3895828 
## Iteration 7 lambda =  -0.4006112 
## Iteration 8 lambda =  -0.4061254 
## Iteration 9 lambda =  -0.4088825 
## Iteration 10 lambda =  -0.4102611 
## Iteration 11 lambda =  -0.4109504 
## Iteration 12 lambda =  -0.411295 
## Iteration 13 lambda =  -0.4114673 
## Iteration 14 lambda =  -0.4115535 
## Iteration 15 lambda =  -0.4115966 
## Iteration 16 lambda =  -0.4116181 
## Iteration 17 lambda =  -0.4116289 
## Iteration 18 lambda =  -0.4116343 
## Iteration 19 lambda =  -0.411637 
## Iteration 20 lambda =  -0.4116383 
## Iteration 21 lambda =  -0.411639 
## Iteration 22 lambda =  -0.4116393 
## Iteration 23 lambda =  -0.4116395 
## Iteration 24 lambda =  -0.4116396 
## Iteration 1 lambda =  0.3753778 
## Iteration 2 lambda =  0.06306675 
## Iteration 3 lambda =  -0.09308879 
## Iteration 4 lambda =  -0.1711666 
## Iteration 5 lambda =  -0.2102054 
## Iteration 6 lambda =  -0.2297249 
## Iteration 7 lambda =  -0.2394846 
## Iteration 8 lambda =  -0.2443645 
## Iteration 9 lambda =  -0.2468044 
## Iteration 10 lambda =  -0.2480244 
## Iteration 11 lambda =  -0.2486343 
## Iteration 12 lambda =  -0.2489393 
## Iteration 13 lambda =  -0.2490918 
## Iteration 14 lambda =  -0.2491681 
## Iteration 15 lambda =  -0.2492062 
## Iteration 16 lambda =  -0.2492253 
## Iteration 17 lambda =  -0.2492348 
## Iteration 18 lambda =  -0.2492396 
## Iteration 19 lambda =  -0.2492419 
## Iteration 20 lambda =  -0.2492431 
## Iteration 21 lambda =  -0.2492437 
## Iteration 22 lambda =  -0.249244 
## Iteration 23 lambda =  -0.2492442 
## Iteration 24 lambda =  -0.2492443 
## Iteration 1 lambda =  0.3501303 
## Iteration 2 lambda =  0.02519542 
## Iteration 3 lambda =  -0.137272 
## Iteration 4 lambda =  -0.2185057 
## Iteration 5 lambda =  -0.2591226 
## Iteration 6 lambda =  -0.279431 
## Iteration 7 lambda =  -0.2895852 
## Iteration 8 lambda =  -0.2946623 
## Iteration 9 lambda =  -0.2972009 
## Iteration 10 lambda =  -0.2984702 
## Iteration 11 lambda =  -0.2991048 
## Iteration 12 lambda =  -0.2994221 
## Iteration 13 lambda =  -0.2995808 
## Iteration 14 lambda =  -0.2996601 
## Iteration 15 lambda =  -0.2996998 
## Iteration 16 lambda =  -0.2997196 
## Iteration 17 lambda =  -0.2997295 
## Iteration 18 lambda =  -0.2997345 
## Iteration 19 lambda =  -0.299737 
## Iteration 20 lambda =  -0.2997382 
## Iteration 21 lambda =  -0.2997388 
## Iteration 22 lambda =  -0.2997391 
## Iteration 23 lambda =  -0.2997393 
## Iteration 24 lambda =  -0.2997394 
## Iteration 1 lambda =  0.3294358 
## Iteration 2 lambda =  -0.005846304 
## Iteration 3 lambda =  -0.1734874 
## Iteration 4 lambda =  -0.2573079 
## Iteration 5 lambda =  -0.2992181 
## Iteration 6 lambda =  -0.3201733 
## Iteration 7 lambda =  -0.3306508 
## Iteration 8 lambda =  -0.3358896 
## Iteration 9 lambda =  -0.338509 
## Iteration 10 lambda =  -0.3398187 
## Iteration 11 lambda =  -0.3404736 
## Iteration 12 lambda =  -0.340801 
## Iteration 13 lambda =  -0.3409647 
## Iteration 14 lambda =  -0.3410465 
## Iteration 15 lambda =  -0.3410875 
## Iteration 16 lambda =  -0.3411079 
## Iteration 17 lambda =  -0.3411182 
## Iteration 18 lambda =  -0.3411233 
## Iteration 19 lambda =  -0.3411258 
## Iteration 20 lambda =  -0.3411271 
## Iteration 21 lambda =  -0.3411278 
## Iteration 22 lambda =  -0.3411281 
## Iteration 23 lambda =  -0.3411282 
## Iteration 24 lambda =  -0.3411283 
## Iteration 1 lambda =  0.2549156 
## Iteration 2 lambda =  -0.1176267 
## Iteration 3 lambda =  -0.3038978 
## Iteration 4 lambda =  -0.3970333 
## Iteration 5 lambda =  -0.4436011 
## Iteration 6 lambda =  -0.466885 
## Iteration 7 lambda =  -0.478527 
## Iteration 8 lambda =  -0.4843479 
## Iteration 9 lambda =  -0.4872584 
## Iteration 10 lambda =  -0.4887137 
## Iteration 11 lambda =  -0.4894413 
## Iteration 12 lambda =  -0.4898051 
## Iteration 13 lambda =  -0.489987 
## Iteration 14 lambda =  -0.4900779 
## Iteration 15 lambda =  -0.4901234 
## Iteration 16 lambda =  -0.4901462 
## Iteration 17 lambda =  -0.4901575 
## Iteration 18 lambda =  -0.4901632 
## Iteration 19 lambda =  -0.4901661 
## Iteration 20 lambda =  -0.4901675 
## Iteration 21 lambda =  -0.4901682 
## Iteration 22 lambda =  -0.4901685 
## Iteration 23 lambda =  -0.4901687 
## Iteration 24 lambda =  -0.4901688 
## Iteration 1 lambda =  0.3537745 
## Iteration 2 lambda =  0.03066175 
## Iteration 3 lambda =  -0.1308946 
## Iteration 4 lambda =  -0.2116728 
## Iteration 5 lambda =  -0.2520619 
## Iteration 6 lambda =  -0.2722565 
## Iteration 7 lambda =  -0.2823537 
## Iteration 8 lambda =  -0.2874024 
## Iteration 9 lambda =  -0.2899267 
## Iteration 10 lambda =  -0.2911888 
## Iteration 11 lambda =  -0.2918199 
## Iteration 12 lambda =  -0.2921355 
## Iteration 13 lambda =  -0.2922932 
## Iteration 14 lambda =  -0.2923721 
## Iteration 15 lambda =  -0.2924116 
## Iteration 16 lambda =  -0.2924313 
## Iteration 17 lambda =  -0.2924411 
## Iteration 18 lambda =  -0.2924461 
## Iteration 19 lambda =  -0.2924485 
## Iteration 20 lambda =  -0.2924498 
## Iteration 21 lambda =  -0.2924504 
## Iteration 22 lambda =  -0.2924507 
## Iteration 23 lambda =  -0.2924508 
## Iteration 24 lambda =  -0.2924509 
## Iteration 1 lambda =  0.3667451 
## Iteration 2 lambda =  0.05011764 
## Iteration 3 lambda =  -0.1081961 
## Iteration 4 lambda =  -0.1873529 
## Iteration 5 lambda =  -0.2269314 
## Iteration 6 lambda =  -0.2467206 
## Iteration 7 lambda =  -0.2566152 
## Iteration 8 lambda =  -0.2615625 
## Iteration 9 lambda =  -0.2640362 
## Iteration 10 lambda =  -0.265273 
## Iteration 11 lambda =  -0.2658914 
## Iteration 12 lambda =  -0.2662006 
## Iteration 13 lambda =  -0.2663552 
## Iteration 14 lambda =  -0.2664325 
## Iteration 15 lambda =  -0.2664712 
## Iteration 16 lambda =  -0.2664905 
## Iteration 17 lambda =  -0.2665001 
## Iteration 18 lambda =  -0.266505 
## Iteration 19 lambda =  -0.2665074 
## Iteration 20 lambda =  -0.2665086 
## Iteration 21 lambda =  -0.2665092 
## Iteration 22 lambda =  -0.2665095 
## Iteration 23 lambda =  -0.2665097 
## Iteration 24 lambda =  -0.2665097 
## Iteration 1 lambda =  0.2935128 
## Iteration 2 lambda =  -0.05973082 
## Iteration 3 lambda =  -0.2363526 
## Iteration 4 lambda =  -0.3246635 
## Iteration 5 lambda =  -0.368819 
## Iteration 6 lambda =  -0.3908967 
## Iteration 7 lambda =  -0.4019356 
## Iteration 8 lambda =  -0.407455 
## Iteration 9 lambda =  -0.4102147 
## Iteration 10 lambda =  -0.4115946 
## Iteration 11 lambda =  -0.4122845 
## Iteration 12 lambda =  -0.4126295 
## Iteration 13 lambda =  -0.4128019 
## Iteration 14 lambda =  -0.4128882 
## Iteration 15 lambda =  -0.4129313 
## Iteration 16 lambda =  -0.4129529 
## Iteration 17 lambda =  -0.4129636 
## Iteration 18 lambda =  -0.412969 
## Iteration 19 lambda =  -0.4129717 
## Iteration 20 lambda =  -0.4129731 
## Iteration 21 lambda =  -0.4129738 
## Iteration 22 lambda =  -0.4129741 
## Iteration 23 lambda =  -0.4129743 
## Iteration 24 lambda =  -0.4129743 
## Iteration 1 lambda =  0.3622489 
## Iteration 2 lambda =  0.04337339 
## Iteration 3 lambda =  -0.1160644 
## Iteration 4 lambda =  -0.1957833 
## Iteration 5 lambda =  -0.2356427 
## Iteration 6 lambda =  -0.2555724 
## Iteration 7 lambda =  -0.2655373 
## Iteration 8 lambda =  -0.2705197 
## Iteration 9 lambda =  -0.2730109 
## Iteration 10 lambda =  -0.2742565 
## Iteration 11 lambda =  -0.2748793 
## Iteration 12 lambda =  -0.2751907 
## Iteration 13 lambda =  -0.2753464 
## Iteration 14 lambda =  -0.2754243 
## Iteration 15 lambda =  -0.2754632 
## Iteration 16 lambda =  -0.2754827 
## Iteration 17 lambda =  -0.2754924 
## Iteration 18 lambda =  -0.2754973 
## Iteration 19 lambda =  -0.2754997 
## Iteration 20 lambda =  -0.2755009 
## Iteration 21 lambda =  -0.2755015 
## Iteration 22 lambda =  -0.2755018 
## Iteration 23 lambda =  -0.275502 
## Iteration 24 lambda =  -0.2755021 
## Iteration 1 lambda =  0.3017798 
## Iteration 2 lambda =  -0.04733023 
## Iteration 3 lambda =  -0.2218853 
## Iteration 4 lambda =  -0.3091628 
## Iteration 5 lambda =  -0.3528015 
## Iteration 6 lambda =  -0.3746209 
## Iteration 7 lambda =  -0.3855306 
## Iteration 8 lambda =  -0.3909855 
## Iteration 9 lambda =  -0.3937129 
## Iteration 10 lambda =  -0.3950766 
## Iteration 11 lambda =  -0.3957584 
## Iteration 12 lambda =  -0.3960994 
## Iteration 13 lambda =  -0.3962698 
## Iteration 14 lambda =  -0.3963551 
## Iteration 15 lambda =  -0.3963977 
## Iteration 16 lambda =  -0.396419 
## Iteration 17 lambda =  -0.3964296 
## Iteration 18 lambda =  -0.396435 
## Iteration 19 lambda =  -0.3964376 
## Iteration 20 lambda =  -0.396439 
## Iteration 21 lambda =  -0.3964396 
## Iteration 22 lambda =  -0.39644 
## Iteration 23 lambda =  -0.3964401 
## Iteration 24 lambda =  -0.3964402 
## Iteration 1 lambda =  0.3076973 
## Iteration 2 lambda =  -0.0384541 
## Iteration 3 lambda =  -0.2115298 
## Iteration 4 lambda =  -0.2980676 
## Iteration 5 lambda =  -0.3413365 
## Iteration 6 lambda =  -0.362971 
## Iteration 7 lambda =  -0.3737882 
## Iteration 8 lambda =  -0.3791968 
## Iteration 9 lambda =  -0.3819012 
## Iteration 10 lambda =  -0.3832533 
## Iteration 11 lambda =  -0.3839294 
## Iteration 12 lambda =  -0.3842674 
## Iteration 13 lambda =  -0.3844364 
## Iteration 14 lambda =  -0.384521 
## Iteration 15 lambda =  -0.3845632 
## Iteration 16 lambda =  -0.3845843 
## Iteration 17 lambda =  -0.3845949 
## Iteration 18 lambda =  -0.3846002 
## Iteration 19 lambda =  -0.3846028 
## Iteration 20 lambda =  -0.3846041 
## Iteration 21 lambda =  -0.3846048 
## Iteration 22 lambda =  -0.3846051 
## Iteration 23 lambda =  -0.3846053 
## Iteration 24 lambda =  -0.3846054 
## Iteration 1 lambda =  0.2987229 
## Iteration 2 lambda =  -0.05191564 
## Iteration 3 lambda =  -0.2272349 
## Iteration 4 lambda =  -0.3148945 
## Iteration 5 lambda =  -0.3587244 
## Iteration 6 lambda =  -0.3806393 
## Iteration 7 lambda =  -0.3915967 
## Iteration 8 lambda =  -0.3970755 
## Iteration 9 lambda =  -0.3998148 
## Iteration 10 lambda =  -0.4011845 
## Iteration 11 lambda =  -0.4018693 
## Iteration 12 lambda =  -0.4022118 
## Iteration 13 lambda =  -0.402383 
## Iteration 14 lambda =  -0.4024686 
## Iteration 15 lambda =  -0.4025114 
## Iteration 16 lambda =  -0.4025328 
## Iteration 17 lambda =  -0.4025435 
## Iteration 18 lambda =  -0.4025488 
## Iteration 19 lambda =  -0.4025515 
## Iteration 20 lambda =  -0.4025528 
## Iteration 21 lambda =  -0.4025535 
## Iteration 22 lambda =  -0.4025538 
## Iteration 23 lambda =  -0.402554 
## Iteration 24 lambda =  -0.4025541 
## Iteration 1 lambda =  0.2966225 
## Iteration 2 lambda =  -0.0550662 
## Iteration 3 lambda =  -0.2309106 
## Iteration 4 lambda =  -0.3188327 
## Iteration 5 lambda =  -0.3627938 
## Iteration 6 lambda =  -0.3847744 
## Iteration 7 lambda =  -0.3957647 
## Iteration 8 lambda =  -0.4012598 
## Iteration 9 lambda =  -0.4040074 
## Iteration 10 lambda =  -0.4053811 
## Iteration 11 lambda =  -0.406068 
## Iteration 12 lambda =  -0.4064115 
## Iteration 13 lambda =  -0.4065832 
## Iteration 14 lambda =  -0.4066691 
## Iteration 15 lambda =  -0.406712 
## Iteration 16 lambda =  -0.4067335 
## Iteration 17 lambda =  -0.4067442 
## Iteration 18 lambda =  -0.4067496 
## Iteration 19 lambda =  -0.4067522 
## Iteration 20 lambda =  -0.4067536 
## Iteration 21 lambda =  -0.4067543 
## Iteration 22 lambda =  -0.4067546 
## Iteration 23 lambda =  -0.4067548 
## Iteration 24 lambda =  -0.4067548 
## Iteration 1 lambda =  0.3534845 
## Iteration 2 lambda =  0.03022668 
## Iteration 3 lambda =  -0.1314022 
## Iteration 4 lambda =  -0.2122166 
## Iteration 5 lambda =  -0.2526239 
## Iteration 6 lambda =  -0.2728275 
## Iteration 7 lambda =  -0.2829293 
## Iteration 8 lambda =  -0.2879802 
## Iteration 9 lambda =  -0.2905056 
## Iteration 10 lambda =  -0.2917684 
## Iteration 11 lambda =  -0.2923997 
## Iteration 12 lambda =  -0.2927154 
## Iteration 13 lambda =  -0.2928732 
## Iteration 14 lambda =  -0.2929522 
## Iteration 15 lambda =  -0.2929916 
## Iteration 16 lambda =  -0.2930114 
## Iteration 17 lambda =  -0.2930212 
## Iteration 18 lambda =  -0.2930262 
## Iteration 19 lambda =  -0.2930286 
## Iteration 20 lambda =  -0.2930299 
## Iteration 21 lambda =  -0.2930305 
## Iteration 22 lambda =  -0.2930308 
## Iteration 23 lambda =  -0.2930309 
## Iteration 24 lambda =  -0.293031 
## Iteration 1 lambda =  0.3838748 
## Iteration 2 lambda =  0.07581214 
## Iteration 3 lambda =  -0.07821917 
## Iteration 4 lambda =  -0.1552348 
## Iteration 5 lambda =  -0.1937427 
## Iteration 6 lambda =  -0.2129966 
## Iteration 7 lambda =  -0.2226235 
## Iteration 8 lambda =  -0.227437 
## Iteration 9 lambda =  -0.2298437 
## Iteration 10 lambda =  -0.2310471 
## Iteration 11 lambda =  -0.2316488 
## Iteration 12 lambda =  -0.2319496 
## Iteration 13 lambda =  -0.2321001 
## Iteration 14 lambda =  -0.2321753 
## Iteration 15 lambda =  -0.2322129 
## Iteration 16 lambda =  -0.2322317 
## Iteration 17 lambda =  -0.2322411 
## Iteration 18 lambda =  -0.2322458 
## Iteration 19 lambda =  -0.2322481 
## Iteration 20 lambda =  -0.2322493 
## Iteration 21 lambda =  -0.2322499 
## Iteration 22 lambda =  -0.2322502 
## Iteration 23 lambda =  -0.2322503 
## Iteration 24 lambda =  -0.2322504 
## Iteration 1 lambda =  0.2847705 
## Iteration 2 lambda =  -0.07284424 
## Iteration 3 lambda =  -0.2516516 
## Iteration 4 lambda =  -0.3410553 
## Iteration 5 lambda =  -0.3857571 
## Iteration 6 lambda =  -0.4081081 
## Iteration 7 lambda =  -0.4192835 
## Iteration 8 lambda =  -0.4248713 
## Iteration 9 lambda =  -0.4276651 
## Iteration 10 lambda =  -0.4290621 
## Iteration 11 lambda =  -0.4297605 
## Iteration 12 lambda =  -0.4301098 
## Iteration 13 lambda =  -0.4302844 
## Iteration 14 lambda =  -0.4303717 
## Iteration 15 lambda =  -0.4304153 
## Iteration 16 lambda =  -0.4304372 
## Iteration 17 lambda =  -0.4304481 
## Iteration 18 lambda =  -0.4304535 
## Iteration 19 lambda =  -0.4304563 
## Iteration 20 lambda =  -0.4304576 
## Iteration 21 lambda =  -0.4304583 
## Iteration 22 lambda =  -0.4304586 
## Iteration 23 lambda =  -0.4304588 
## Iteration 24 lambda =  -0.4304589 
## Iteration 1 lambda =  0.2107138 
## Iteration 2 lambda =  -0.1839293 
## Iteration 3 lambda =  -0.3812509 
## Iteration 4 lambda =  -0.4799117 
## Iteration 5 lambda =  -0.5292421 
## Iteration 6 lambda =  -0.5539073 
## Iteration 7 lambda =  -0.5662399 
## Iteration 8 lambda =  -0.5724062 
## Iteration 9 lambda =  -0.5754893 
## Iteration 10 lambda =  -0.5770309 
## Iteration 11 lambda =  -0.5778017 
## Iteration 12 lambda =  -0.5781871 
## Iteration 13 lambda =  -0.5783798 
## Iteration 14 lambda =  -0.5784761 
## Iteration 15 lambda =  -0.5785243 
## Iteration 16 lambda =  -0.5785484 
## Iteration 17 lambda =  -0.5785604 
## Iteration 18 lambda =  -0.5785664 
## Iteration 19 lambda =  -0.5785694 
## Iteration 20 lambda =  -0.5785709 
## Iteration 21 lambda =  -0.5785717 
## Iteration 22 lambda =  -0.5785721 
## Iteration 23 lambda =  -0.5785723 
## Iteration 24 lambda =  -0.5785724 
## Iteration 1 lambda =  0.2941634 
## Iteration 2 lambda =  -0.05875483 
## Iteration 3 lambda =  -0.235214 
## Iteration 4 lambda =  -0.3234435 
## Iteration 5 lambda =  -0.3675583 
## Iteration 6 lambda =  -0.3896157 
## Iteration 7 lambda =  -0.4006444 
## Iteration 8 lambda =  -0.4061588 
## Iteration 9 lambda =  -0.4089159 
## Iteration 10 lambda =  -0.4102945 
## Iteration 11 lambda =  -0.4109838 
## Iteration 12 lambda =  -0.4113285 
## Iteration 13 lambda =  -0.4115008 
## Iteration 14 lambda =  -0.4115869 
## Iteration 15 lambda =  -0.41163 
## Iteration 16 lambda =  -0.4116516 
## Iteration 17 lambda =  -0.4116623 
## Iteration 18 lambda =  -0.4116677 
## Iteration 19 lambda =  -0.4116704 
## Iteration 20 lambda =  -0.4116718 
## Iteration 21 lambda =  -0.4116724 
## Iteration 22 lambda =  -0.4116728 
## Iteration 23 lambda =  -0.4116729 
## Iteration 24 lambda =  -0.411673 
## Iteration 1 lambda =  0.3471496 
## Iteration 2 lambda =  0.0207244 
## Iteration 3 lambda =  -0.1424882 
## Iteration 4 lambda =  -0.2240945 
## Iteration 5 lambda =  -0.2648977 
## Iteration 6 lambda =  -0.2852992 
## Iteration 7 lambda =  -0.2955 
## Iteration 8 lambda =  -0.3006004 
## Iteration 9 lambda =  -0.3031506 
## Iteration 10 lambda =  -0.3044257 
## Iteration 11 lambda =  -0.3050633 
## Iteration 12 lambda =  -0.305382 
## Iteration 13 lambda =  -0.3055414 
## Iteration 14 lambda =  -0.3056211 
## Iteration 15 lambda =  -0.305661 
## Iteration 16 lambda =  -0.3056809 
## Iteration 17 lambda =  -0.3056908 
## Iteration 18 lambda =  -0.3056958 
## Iteration 19 lambda =  -0.3056983 
## Iteration 20 lambda =  -0.3056996 
## Iteration 21 lambda =  -0.3057002 
## Iteration 22 lambda =  -0.3057005 
## Iteration 23 lambda =  -0.3057006 
## Iteration 24 lambda =  -0.3057007 
## Iteration 1 lambda =  0.2508493 
## Iteration 2 lambda =  -0.1237261 
## Iteration 3 lambda =  -0.3110138 
## Iteration 4 lambda =  -0.4046576 
## Iteration 5 lambda =  -0.4514795 
## Iteration 6 lambda =  -0.4748905 
## Iteration 7 lambda =  -0.486596 
## Iteration 8 lambda =  -0.4924487 
## Iteration 9 lambda =  -0.4953751 
## Iteration 10 lambda =  -0.4968383 
## Iteration 11 lambda =  -0.4975699 
## Iteration 12 lambda =  -0.4979357 
## Iteration 13 lambda =  -0.4981186 
## Iteration 14 lambda =  -0.49821 
## Iteration 15 lambda =  -0.4982557 
## Iteration 16 lambda =  -0.4982786 
## Iteration 17 lambda =  -0.49829 
## Iteration 18 lambda =  -0.4982957 
## Iteration 19 lambda =  -0.4982986 
## Iteration 20 lambda =  -0.4983 
## Iteration 21 lambda =  -0.4983007 
## Iteration 22 lambda =  -0.4983011 
## Iteration 23 lambda =  -0.4983013 
## Iteration 24 lambda =  -0.4983014 
## Iteration 1 lambda =  0.2966243 
## Iteration 2 lambda =  -0.05506362 
## Iteration 3 lambda =  -0.2309076 
## Iteration 4 lambda =  -0.3188295 
## Iteration 5 lambda =  -0.3627905 
## Iteration 6 lambda =  -0.384771 
## Iteration 7 lambda =  -0.3957612 
## Iteration 8 lambda =  -0.4012564 
## Iteration 9 lambda =  -0.4040039 
## Iteration 10 lambda =  -0.4053777 
## Iteration 11 lambda =  -0.4060646 
## Iteration 12 lambda =  -0.406408 
## Iteration 13 lambda =  -0.4065798 
## Iteration 14 lambda =  -0.4066656 
## Iteration 15 lambda =  -0.4067086 
## Iteration 16 lambda =  -0.40673 
## Iteration 17 lambda =  -0.4067408 
## Iteration 18 lambda =  -0.4067461 
## Iteration 19 lambda =  -0.4067488 
## Iteration 20 lambda =  -0.4067502 
## Iteration 21 lambda =  -0.4067508 
## Iteration 22 lambda =  -0.4067512 
## Iteration 23 lambda =  -0.4067513 
## Iteration 24 lambda =  -0.4067514 
## Iteration 1 lambda =  0.3147449 
## Iteration 2 lambda =  -0.02788258 
## Iteration 3 lambda =  -0.1991963 
## Iteration 4 lambda =  -0.2848532 
## Iteration 5 lambda =  -0.3276817 
## Iteration 6 lambda =  -0.3490959 
## Iteration 7 lambda =  -0.359803 
## Iteration 8 lambda =  -0.3651566 
## Iteration 9 lambda =  -0.3678333 
## Iteration 10 lambda =  -0.3691717 
## Iteration 11 lambda =  -0.3698409 
## Iteration 12 lambda =  -0.3701755 
## Iteration 13 lambda =  -0.3703428 
## Iteration 14 lambda =  -0.3704265 
## Iteration 15 lambda =  -0.3704683 
## Iteration 16 lambda =  -0.3704892 
## Iteration 17 lambda =  -0.3704997 
## Iteration 18 lambda =  -0.3705049 
## Iteration 19 lambda =  -0.3705075 
## Iteration 20 lambda =  -0.3705088 
## Iteration 21 lambda =  -0.3705095 
## Iteration 22 lambda =  -0.3705098 
## Iteration 23 lambda =  -0.3705099 
## Iteration 24 lambda =  -0.37051 
## Iteration 1 lambda =  0.2732616 
## Iteration 2 lambda =  -0.09010763 
## Iteration 3 lambda =  -0.2717922 
## Iteration 4 lambda =  -0.3626345 
## Iteration 5 lambda =  -0.4080557 
## Iteration 6 lambda =  -0.4307663 
## Iteration 7 lambda =  -0.4421215 
## Iteration 8 lambda =  -0.4477992 
## Iteration 9 lambda =  -0.450638 
## Iteration 10 lambda =  -0.4520574 
## Iteration 11 lambda =  -0.4527671 
## Iteration 12 lambda =  -0.453122 
## Iteration 13 lambda =  -0.4532994 
## Iteration 14 lambda =  -0.4533881 
## Iteration 15 lambda =  -0.4534325 
## Iteration 16 lambda =  -0.4534547 
## Iteration 17 lambda =  -0.4534657 
## Iteration 18 lambda =  -0.4534713 
## Iteration 19 lambda =  -0.4534741 
## Iteration 20 lambda =  -0.4534754 
## Iteration 21 lambda =  -0.4534761 
## Iteration 22 lambda =  -0.4534765 
## Iteration 23 lambda =  -0.4534767 
## Iteration 24 lambda =  -0.4534767 
## Iteration 1 lambda =  0.343054 
## Iteration 2 lambda =  0.01458104 
## Iteration 3 lambda =  -0.1496554 
## Iteration 4 lambda =  -0.2317737 
## Iteration 5 lambda =  -0.2728328 
## Iteration 6 lambda =  -0.2933624 
## Iteration 7 lambda =  -0.3036272 
## Iteration 8 lambda =  -0.3087596 
## Iteration 9 lambda =  -0.3113257 
## Iteration 10 lambda =  -0.3126088 
## Iteration 11 lambda =  -0.3132504 
## Iteration 12 lambda =  -0.3135712 
## Iteration 13 lambda =  -0.3137316 
## Iteration 14 lambda =  -0.3138117 
## Iteration 15 lambda =  -0.3138518 
## Iteration 16 lambda =  -0.3138719 
## Iteration 17 lambda =  -0.3138819 
## Iteration 18 lambda =  -0.3138869 
## Iteration 19 lambda =  -0.3138894 
## Iteration 20 lambda =  -0.3138907 
## Iteration 21 lambda =  -0.3138913 
## Iteration 22 lambda =  -0.3138916 
## Iteration 23 lambda =  -0.3138918 
## Iteration 24 lambda =  -0.3138919 
## Iteration 1 lambda =  0.3482178 
## Iteration 2 lambda =  0.02232671 
## Iteration 3 lambda =  -0.1406188 
## Iteration 4 lambda =  -0.2220916 
## Iteration 5 lambda =  -0.262828 
## Iteration 6 lambda =  -0.2831962 
## Iteration 7 lambda =  -0.2933803 
## Iteration 8 lambda =  -0.2984723 
## Iteration 9 lambda =  -0.3010184 
## Iteration 10 lambda =  -0.3022914 
## Iteration 11 lambda =  -0.3029279 
## Iteration 12 lambda =  -0.3032461 
## Iteration 13 lambda =  -0.3034053 
## Iteration 14 lambda =  -0.3034848 
## Iteration 15 lambda =  -0.3035246 
## Iteration 16 lambda =  -0.3035445 
## Iteration 17 lambda =  -0.3035544 
## Iteration 18 lambda =  -0.3035594 
## Iteration 19 lambda =  -0.3035619 
## Iteration 20 lambda =  -0.3035631 
## Iteration 21 lambda =  -0.3035638 
## Iteration 22 lambda =  -0.3035641 
## Iteration 23 lambda =  -0.3035642 
## Iteration 24 lambda =  -0.3035643 
## Iteration 1 lambda =  0.3804351 
## Iteration 2 lambda =  0.07065267 
## Iteration 3 lambda =  -0.08423855 
## Iteration 4 lambda =  -0.1616842 
## Iteration 5 lambda =  -0.200407 
## Iteration 6 lambda =  -0.2197684 
## Iteration 7 lambda =  -0.2294491 
## Iteration 8 lambda =  -0.2342894 
## Iteration 9 lambda =  -0.2367096 
## Iteration 10 lambda =  -0.2379197 
## Iteration 11 lambda =  -0.2385247 
## Iteration 12 lambda =  -0.2388273 
## Iteration 13 lambda =  -0.2389785 
## Iteration 14 lambda =  -0.2390541 
## Iteration 15 lambda =  -0.239092 
## Iteration 16 lambda =  -0.2391109 
## Iteration 17 lambda =  -0.2391203 
## Iteration 18 lambda =  -0.239125 
## Iteration 19 lambda =  -0.2391274 
## Iteration 20 lambda =  -0.2391286 
## Iteration 21 lambda =  -0.2391292 
## Iteration 22 lambda =  -0.2391295 
## Iteration 23 lambda =  -0.2391296 
## Iteration 24 lambda =  -0.2391297 
## Iteration 1 lambda =  0.342912 
## Iteration 2 lambda =  0.01436805 
## Iteration 3 lambda =  -0.1499039 
## Iteration 4 lambda =  -0.2320399 
## Iteration 5 lambda =  -0.2731079 
## Iteration 6 lambda =  -0.2936419 
## Iteration 7 lambda =  -0.3039089 
## Iteration 8 lambda =  -0.3090424 
## Iteration 9 lambda =  -0.3116092 
## Iteration 10 lambda =  -0.3128926 
## Iteration 11 lambda =  -0.3135342 
## Iteration 12 lambda =  -0.3138551 
## Iteration 13 lambda =  -0.3140155 
## Iteration 14 lambda =  -0.3140957 
## Iteration 15 lambda =  -0.3141358 
## Iteration 16 lambda =  -0.3141559 
## Iteration 17 lambda =  -0.3141659 
## Iteration 18 lambda =  -0.3141709 
## Iteration 19 lambda =  -0.3141734 
## Iteration 20 lambda =  -0.3141747 
## Iteration 21 lambda =  -0.3141753 
## Iteration 22 lambda =  -0.3141756 
## Iteration 23 lambda =  -0.3141758 
## Iteration 24 lambda =  -0.3141759 
## Iteration 1 lambda =  0.3691907 
## Iteration 2 lambda =  0.05378604 
## Iteration 3 lambda =  -0.1039163 
## Iteration 4 lambda =  -0.1827675 
## Iteration 5 lambda =  -0.222193 
## Iteration 6 lambda =  -0.2419058 
## Iteration 7 lambda =  -0.2517622 
## Iteration 8 lambda =  -0.2566904 
## Iteration 9 lambda =  -0.2591545 
## Iteration 10 lambda =  -0.2603866 
## Iteration 11 lambda =  -0.2610026 
## Iteration 12 lambda =  -0.2613106 
## Iteration 13 lambda =  -0.2614646 
## Iteration 14 lambda =  -0.2615416 
## Iteration 15 lambda =  -0.2615801 
## Iteration 16 lambda =  -0.2615994 
## Iteration 17 lambda =  -0.261609 
## Iteration 18 lambda =  -0.2616138 
## Iteration 19 lambda =  -0.2616162 
## Iteration 20 lambda =  -0.2616174 
## Iteration 21 lambda =  -0.261618 
## Iteration 22 lambda =  -0.2616183 
## Iteration 23 lambda =  -0.2616185 
## Iteration 24 lambda =  -0.2616185 
## Iteration 1 lambda =  0.3559963 
## Iteration 2 lambda =  0.03399447 
## Iteration 3 lambda =  -0.1270065 
## Iteration 4 lambda =  -0.2075069 
## Iteration 5 lambda =  -0.2477571 
## Iteration 6 lambda =  -0.2678823 
## Iteration 7 lambda =  -0.2779448 
## Iteration 8 lambda =  -0.2829761 
## Iteration 9 lambda =  -0.2854917 
## Iteration 10 lambda =  -0.2867496 
## Iteration 11 lambda =  -0.2873785 
## Iteration 12 lambda =  -0.2876929 
## Iteration 13 lambda =  -0.2878501 
## Iteration 14 lambda =  -0.2879288 
## Iteration 15 lambda =  -0.2879681 
## Iteration 16 lambda =  -0.2879877 
## Iteration 17 lambda =  -0.2879975 
## Iteration 18 lambda =  -0.2880025 
## Iteration 19 lambda =  -0.2880049 
## Iteration 20 lambda =  -0.2880061 
## Iteration 21 lambda =  -0.2880068 
## Iteration 22 lambda =  -0.2880071 
## Iteration 23 lambda =  -0.2880072 
## Iteration 24 lambda =  -0.2880073 
## Iteration 1 lambda =  0.3068992 
## Iteration 2 lambda =  -0.03965121 
## Iteration 3 lambda =  -0.2129264 
## Iteration 4 lambda =  -0.299564 
## Iteration 5 lambda =  -0.3428828 
## Iteration 6 lambda =  -0.3645422 
## Iteration 7 lambda =  -0.3753719 
## Iteration 8 lambda =  -0.3807868 
## Iteration 9 lambda =  -0.3834942 
## Iteration 10 lambda =  -0.3848479 
## Iteration 11 lambda =  -0.3855248 
## Iteration 12 lambda =  -0.3858632 
## Iteration 13 lambda =  -0.3860324 
## Iteration 14 lambda =  -0.386117 
## Iteration 15 lambda =  -0.3861593 
## Iteration 16 lambda =  -0.3861805 
## Iteration 17 lambda =  -0.386191 
## Iteration 18 lambda =  -0.3861963 
## Iteration 19 lambda =  -0.386199 
## Iteration 20 lambda =  -0.3862003 
## Iteration 21 lambda =  -0.3862009 
## Iteration 22 lambda =  -0.3862013 
## Iteration 23 lambda =  -0.3862014 
## Iteration 24 lambda =  -0.3862015 
## Iteration 1 lambda =  0.3570955 
## Iteration 2 lambda =  0.0356433 
## Iteration 3 lambda =  -0.1250828 
## Iteration 4 lambda =  -0.2054459 
## Iteration 5 lambda =  -0.2456274 
## Iteration 6 lambda =  -0.2657182 
## Iteration 7 lambda =  -0.2757636 
## Iteration 8 lambda =  -0.2807862 
## Iteration 9 lambda =  -0.2832976 
## Iteration 10 lambda =  -0.2845533 
## Iteration 11 lambda =  -0.2851811 
## Iteration 12 lambda =  -0.285495 
## Iteration 13 lambda =  -0.285652 
## Iteration 14 lambda =  -0.2857305 
## Iteration 15 lambda =  -0.2857697 
## Iteration 16 lambda =  -0.2857893 
## Iteration 17 lambda =  -0.2857991 
## Iteration 18 lambda =  -0.285804 
## Iteration 19 lambda =  -0.2858065 
## Iteration 20 lambda =  -0.2858077 
## Iteration 21 lambda =  -0.2858083 
## Iteration 22 lambda =  -0.2858086 
## Iteration 23 lambda =  -0.2858088 
## Iteration 24 lambda =  -0.2858089 
## Iteration 1 lambda =  0.3839068 
## Iteration 2 lambda =  0.07586025 
## Iteration 3 lambda =  -0.07816304 
## Iteration 4 lambda =  -0.1551747 
## Iteration 5 lambda =  -0.1936805 
## Iteration 6 lambda =  -0.2129334 
## Iteration 7 lambda =  -0.2225599 
## Iteration 8 lambda =  -0.2273731 
## Iteration 9 lambda =  -0.2297797 
## Iteration 10 lambda =  -0.230983 
## Iteration 11 lambda =  -0.2315847 
## Iteration 12 lambda =  -0.2318855 
## Iteration 13 lambda =  -0.2320359 
## Iteration 14 lambda =  -0.2321111 
## Iteration 15 lambda =  -0.2321487 
## Iteration 16 lambda =  -0.2321675 
## Iteration 17 lambda =  -0.2321769 
## Iteration 18 lambda =  -0.2321816 
## Iteration 19 lambda =  -0.232184 
## Iteration 20 lambda =  -0.2321852 
## Iteration 21 lambda =  -0.2321857 
## Iteration 22 lambda =  -0.232186 
## Iteration 23 lambda =  -0.2321862 
## Iteration 24 lambda =  -0.2321863 
## Iteration 1 lambda =  0.327233 
## Iteration 2 lambda =  -0.009150519 
## Iteration 3 lambda =  -0.1773423 
## Iteration 4 lambda =  -0.2614381 
## Iteration 5 lambda =  -0.3034861 
## Iteration 6 lambda =  -0.3245101 
## Iteration 7 lambda =  -0.335022 
## Iteration 8 lambda =  -0.340278 
## Iteration 9 lambda =  -0.342906 
## Iteration 10 lambda =  -0.34422 
## Iteration 11 lambda =  -0.344877 
## Iteration 12 lambda =  -0.3452055 
## Iteration 13 lambda =  -0.3453698 
## Iteration 14 lambda =  -0.3454519 
## Iteration 15 lambda =  -0.345493 
## Iteration 16 lambda =  -0.3455135 
## Iteration 17 lambda =  -0.3455238 
## Iteration 18 lambda =  -0.3455289 
## Iteration 19 lambda =  -0.3455315 
## Iteration 20 lambda =  -0.3455327 
## Iteration 21 lambda =  -0.3455334 
## Iteration 22 lambda =  -0.3455337 
## Iteration 23 lambda =  -0.3455339 
## Iteration 24 lambda =  -0.3455339 
## Iteration 1 lambda =  0.3262252 
## Iteration 2 lambda =  -0.01066225 
## Iteration 3 lambda =  -0.179106 
## Iteration 4 lambda =  -0.2633278 
## Iteration 5 lambda =  -0.3054387 
## Iteration 6 lambda =  -0.3264942 
## Iteration 7 lambda =  -0.3370219 
## Iteration 8 lambda =  -0.3422858 
## Iteration 9 lambda =  -0.3449177 
## Iteration 10 lambda =  -0.3462337 
## Iteration 11 lambda =  -0.3468917 
## Iteration 12 lambda =  -0.3472207 
## Iteration 13 lambda =  -0.3473852 
## Iteration 14 lambda =  -0.3474674 
## Iteration 15 lambda =  -0.3475085 
## Iteration 16 lambda =  -0.3475291 
## Iteration 17 lambda =  -0.3475394 
## Iteration 18 lambda =  -0.3475445 
## Iteration 19 lambda =  -0.3475471 
## Iteration 20 lambda =  -0.3475484 
## Iteration 21 lambda =  -0.347549 
## Iteration 22 lambda =  -0.3475493 
## Iteration 23 lambda =  -0.3475495 
## Iteration 24 lambda =  -0.3475496 
## Iteration 1 lambda =  0.3340127 
## Iteration 2 lambda =  0.001019077 
## Iteration 3 lambda =  -0.1654777 
## Iteration 4 lambda =  -0.2487262 
## Iteration 5 lambda =  -0.2903504 
## Iteration 6 lambda =  -0.3111625 
## Iteration 7 lambda =  -0.3215685 
## Iteration 8 lambda =  -0.3267715 
## Iteration 9 lambda =  -0.3293731 
## Iteration 10 lambda =  -0.3306738 
## Iteration 11 lambda =  -0.3313242 
## Iteration 12 lambda =  -0.3316494 
## Iteration 13 lambda =  -0.331812 
## Iteration 14 lambda =  -0.3318933 
## Iteration 15 lambda =  -0.3319339 
## Iteration 16 lambda =  -0.3319542 
## Iteration 17 lambda =  -0.3319644 
## Iteration 18 lambda =  -0.3319695 
## Iteration 19 lambda =  -0.331972 
## Iteration 20 lambda =  -0.3319733 
## Iteration 21 lambda =  -0.3319739 
## Iteration 22 lambda =  -0.3319742 
## Iteration 23 lambda =  -0.3319744 
## Iteration 24 lambda =  -0.3319745 
## Iteration 1 lambda =  0.3331067 
## Iteration 2 lambda =  -0.0003399401 
## Iteration 3 lambda =  -0.1670633 
## Iteration 4 lambda =  -0.2504249 
## Iteration 5 lambda =  -0.2921058 
## Iteration 6 lambda =  -0.3129462 
## Iteration 7 lambda =  -0.3233664 
## Iteration 8 lambda =  -0.3285765 
## Iteration 9 lambda =  -0.3311815 
## Iteration 10 lambda =  -0.3324841 
## Iteration 11 lambda =  -0.3331353 
## Iteration 12 lambda =  -0.333461 
## Iteration 13 lambda =  -0.3336238 
## Iteration 14 lambda =  -0.3337052 
## Iteration 15 lambda =  -0.3337459 
## Iteration 16 lambda =  -0.3337662 
## Iteration 17 lambda =  -0.3337764 
## Iteration 18 lambda =  -0.3337815 
## Iteration 19 lambda =  -0.333784 
## Iteration 20 lambda =  -0.3337853 
## Iteration 21 lambda =  -0.333786 
## Iteration 22 lambda =  -0.3337863 
## Iteration 23 lambda =  -0.3337864 
## Iteration 24 lambda =  -0.3337865 
## Iteration 1 lambda =  0.3724047 
## Iteration 2 lambda =  0.05860706 
## Iteration 3 lambda =  -0.09829177 
## Iteration 4 lambda =  -0.1767412 
## Iteration 5 lambda =  -0.2159659 
## Iteration 6 lambda =  -0.2355782 
## Iteration 7 lambda =  -0.2453844 
## Iteration 8 lambda =  -0.2502875 
## Iteration 9 lambda =  -0.252739 
## Iteration 10 lambda =  -0.2539648 
## Iteration 11 lambda =  -0.2545777 
## Iteration 12 lambda =  -0.2548841 
## Iteration 13 lambda =  -0.2550374 
## Iteration 14 lambda =  -0.255114 
## Iteration 15 lambda =  -0.2551523 
## Iteration 16 lambda =  -0.2551714 
## Iteration 17 lambda =  -0.255181 
## Iteration 18 lambda =  -0.2551858 
## Iteration 19 lambda =  -0.2551882 
## Iteration 20 lambda =  -0.2551894 
## Iteration 21 lambda =  -0.25519 
## Iteration 22 lambda =  -0.2551903 
## Iteration 23 lambda =  -0.2551904 
## Iteration 24 lambda =  -0.2551905 
## Iteration 1 lambda =  0.2751022 
## Iteration 2 lambda =  -0.08734666 
## Iteration 3 lambda =  -0.2685711 
## Iteration 4 lambda =  -0.3591833 
## Iteration 5 lambda =  -0.4044894 
## Iteration 6 lambda =  -0.4271425 
## Iteration 7 lambda =  -0.438469 
## Iteration 8 lambda =  -0.4441323 
## Iteration 9 lambda =  -0.4469639 
## Iteration 10 lambda =  -0.4483797 
## Iteration 11 lambda =  -0.4490876 
## Iteration 12 lambda =  -0.4494416 
## Iteration 13 lambda =  -0.4496186 
## Iteration 14 lambda =  -0.4497071 
## Iteration 15 lambda =  -0.4497513 
## Iteration 16 lambda =  -0.4497734 
## Iteration 17 lambda =  -0.4497845 
## Iteration 18 lambda =  -0.44979 
## Iteration 19 lambda =  -0.4497928 
## Iteration 20 lambda =  -0.4497942 
## Iteration 21 lambda =  -0.4497949 
## Iteration 22 lambda =  -0.4497952 
## Iteration 23 lambda =  -0.4497954 
## Iteration 24 lambda =  -0.4497955 
## Iteration 1 lambda =  0.3815428 
## Iteration 2 lambda =  0.07231418 
## Iteration 3 lambda =  -0.08230012 
## Iteration 4 lambda =  -0.1596073 
## Iteration 5 lambda =  -0.1982608 
## Iteration 6 lambda =  -0.2175876 
## Iteration 7 lambda =  -0.227251 
## Iteration 8 lambda =  -0.2320827 
## Iteration 9 lambda =  -0.2344986 
## Iteration 10 lambda =  -0.2357065 
## Iteration 11 lambda =  -0.2363105 
## Iteration 12 lambda =  -0.2366124 
## Iteration 13 lambda =  -0.2367634 
## Iteration 14 lambda =  -0.2368389 
## Iteration 15 lambda =  -0.2368767 
## Iteration 16 lambda =  -0.2368956 
## Iteration 17 lambda =  -0.236905 
## Iteration 18 lambda =  -0.2369097 
## Iteration 19 lambda =  -0.2369121 
## Iteration 20 lambda =  -0.2369132 
## Iteration 21 lambda =  -0.2369138 
## Iteration 22 lambda =  -0.2369141 
## Iteration 23 lambda =  -0.2369143 
## Iteration 24 lambda =  -0.2369144 
## Iteration 1 lambda =  0.2239837 
## Iteration 2 lambda =  -0.1640245 
## Iteration 3 lambda =  -0.3580286 
## Iteration 4 lambda =  -0.4550306 
## Iteration 5 lambda =  -0.5035316 
## Iteration 6 lambda =  -0.5277821 
## Iteration 7 lambda =  -0.5399074 
## Iteration 8 lambda =  -0.54597 
## Iteration 9 lambda =  -0.5490013 
## Iteration 10 lambda =  -0.550517 
## Iteration 11 lambda =  -0.5512748 
## Iteration 12 lambda =  -0.5516537 
## Iteration 13 lambda =  -0.5518432 
## Iteration 14 lambda =  -0.5519379 
## Iteration 15 lambda =  -0.5519853 
## Iteration 16 lambda =  -0.552009 
## Iteration 17 lambda =  -0.5520208 
## Iteration 18 lambda =  -0.5520267 
## Iteration 19 lambda =  -0.5520297 
## Iteration 20 lambda =  -0.5520312 
## Iteration 21 lambda =  -0.5520319 
## Iteration 22 lambda =  -0.5520323 
## Iteration 23 lambda =  -0.5520325 
## Iteration 24 lambda =  -0.5520326 
## Iteration 1 lambda =  0.3788198 
## Iteration 2 lambda =  0.06822976 
## Iteration 3 lambda =  -0.08706528 
## Iteration 4 lambda =  -0.1647128 
## Iteration 5 lambda =  -0.2035366 
## Iteration 6 lambda =  -0.2229484 
## Iteration 7 lambda =  -0.2326544 
## Iteration 8 lambda =  -0.2375073 
## Iteration 9 lambda =  -0.2399338 
## Iteration 10 lambda =  -0.2411471 
## Iteration 11 lambda =  -0.2417537 
## Iteration 12 lambda =  -0.242057 
## Iteration 13 lambda =  -0.2422087 
## Iteration 14 lambda =  -0.2422845 
## Iteration 15 lambda =  -0.2423224 
## Iteration 16 lambda =  -0.2423414 
## Iteration 17 lambda =  -0.2423508 
## Iteration 18 lambda =  -0.2423556 
## Iteration 19 lambda =  -0.2423579 
## Iteration 20 lambda =  -0.2423591 
## Iteration 21 lambda =  -0.2423597 
## Iteration 22 lambda =  -0.24236 
## Iteration 23 lambda =  -0.2423602 
## Iteration 24 lambda =  -0.2423602 
## Iteration 1 lambda =  0.3309312 
## Iteration 2 lambda =  -0.003603198 
## Iteration 3 lambda =  -0.1708704 
## Iteration 4 lambda =  -0.254504 
## Iteration 5 lambda =  -0.2963208 
## Iteration 6 lambda =  -0.3172292 
## Iteration 7 lambda =  -0.3276834 
## Iteration 8 lambda =  -0.3329105 
## Iteration 9 lambda =  -0.335524 
## Iteration 10 lambda =  -0.3368308 
## Iteration 11 lambda =  -0.3374842 
## Iteration 12 lambda =  -0.3378109 
## Iteration 13 lambda =  -0.3379743 
## Iteration 14 lambda =  -0.3380559 
## Iteration 15 lambda =  -0.3380968 
## Iteration 16 lambda =  -0.3381172 
## Iteration 17 lambda =  -0.3381274 
## Iteration 18 lambda =  -0.3381325 
## Iteration 19 lambda =  -0.338135 
## Iteration 20 lambda =  -0.3381363 
## Iteration 21 lambda =  -0.338137 
## Iteration 22 lambda =  -0.3381373 
## Iteration 23 lambda =  -0.3381374 
## Iteration 24 lambda =  -0.3381375 
## Iteration 1 lambda =  0.3007281 
## Iteration 2 lambda =  -0.0489078 
## Iteration 3 lambda =  -0.2237258 
## Iteration 4 lambda =  -0.3111347 
## Iteration 5 lambda =  -0.3548392 
## Iteration 6 lambda =  -0.3766915 
## Iteration 7 lambda =  -0.3876176 
## Iteration 8 lambda =  -0.3930807 
## Iteration 9 lambda =  -0.3958122 
## Iteration 10 lambda =  -0.397178 
## Iteration 11 lambda =  -0.3978608 
## Iteration 12 lambda =  -0.3982023 
## Iteration 13 lambda =  -0.398373 
## Iteration 14 lambda =  -0.3984584 
## Iteration 15 lambda =  -0.398501 
## Iteration 16 lambda =  -0.3985224 
## Iteration 17 lambda =  -0.3985331 
## Iteration 18 lambda =  -0.3985384 
## Iteration 19 lambda =  -0.3985411 
## Iteration 20 lambda =  -0.3985424 
## Iteration 21 lambda =  -0.3985431 
## Iteration 22 lambda =  -0.3985434 
## Iteration 23 lambda =  -0.3985436 
## Iteration 24 lambda =  -0.3985436 
## Iteration 1 lambda =  0.2453236 
## Iteration 2 lambda =  -0.1320146 
## Iteration 3 lambda =  -0.3206837 
## Iteration 4 lambda =  -0.4150182 
## Iteration 5 lambda =  -0.4621855 
## Iteration 6 lambda =  -0.4857692 
## Iteration 7 lambda =  -0.497561 
## Iteration 8 lambda =  -0.5034569 
## Iteration 9 lambda =  -0.5064048 
## Iteration 10 lambda =  -0.5078788 
## Iteration 11 lambda =  -0.5086158 
## Iteration 12 lambda =  -0.5089843 
## Iteration 13 lambda =  -0.5091685 
## Iteration 14 lambda =  -0.5092607 
## Iteration 15 lambda =  -0.5093067 
## Iteration 16 lambda =  -0.5093298 
## Iteration 17 lambda =  -0.5093413 
## Iteration 18 lambda =  -0.509347 
## Iteration 19 lambda =  -0.5093499 
## Iteration 20 lambda =  -0.5093513 
## Iteration 21 lambda =  -0.5093521 
## Iteration 22 lambda =  -0.5093524 
## Iteration 23 lambda =  -0.5093526 
## Iteration 24 lambda =  -0.5093527 
## Iteration 1 lambda =  0.2770892 
## Iteration 2 lambda =  -0.08436613 
## Iteration 3 lambda =  -0.2650938 
## Iteration 4 lambda =  -0.3554577 
## Iteration 5 lambda =  -0.4006396 
## Iteration 6 lambda =  -0.4232305 
## Iteration 7 lambda =  -0.434526 
## Iteration 8 lambda =  -0.4401738 
## Iteration 9 lambda =  -0.4429976 
## Iteration 10 lambda =  -0.4444096 
## Iteration 11 lambda =  -0.4451155 
## Iteration 12 lambda =  -0.4454685 
## Iteration 13 lambda =  -0.445645 
## Iteration 14 lambda =  -0.4457333 
## Iteration 15 lambda =  -0.4457774 
## Iteration 16 lambda =  -0.4457994 
## Iteration 17 lambda =  -0.4458105 
## Iteration 18 lambda =  -0.445816 
## Iteration 19 lambda =  -0.4458188 
## Iteration 20 lambda =  -0.4458201 
## Iteration 21 lambda =  -0.4458208 
## Iteration 22 lambda =  -0.4458212 
## Iteration 23 lambda =  -0.4458213 
## Iteration 24 lambda =  -0.4458214 
## Iteration 1 lambda =  0.3368084 
## Iteration 2 lambda =  0.00521262 
## Iteration 3 lambda =  -0.1605853 
## Iteration 4 lambda =  -0.2434842 
## Iteration 5 lambda =  -0.2849337 
## Iteration 6 lambda =  -0.3056584 
## Iteration 7 lambda =  -0.3160208 
## Iteration 8 lambda =  -0.321202 
## Iteration 9 lambda =  -0.3237926 
## Iteration 10 lambda =  -0.3250879 
## Iteration 11 lambda =  -0.3257355 
## Iteration 12 lambda =  -0.3260593 
## Iteration 13 lambda =  -0.3262213 
## Iteration 14 lambda =  -0.3263022 
## Iteration 15 lambda =  -0.3263427 
## Iteration 16 lambda =  -0.3263629 
## Iteration 17 lambda =  -0.3263731 
## Iteration 18 lambda =  -0.3263781 
## Iteration 19 lambda =  -0.3263806 
## Iteration 20 lambda =  -0.3263819 
## Iteration 21 lambda =  -0.3263825 
## Iteration 22 lambda =  -0.3263829 
## Iteration 23 lambda =  -0.326383 
## Iteration 24 lambda =  -0.3263831 
## Iteration 1 lambda =  0.3547932 
## Iteration 2 lambda =  0.03218973 
## Iteration 3 lambda =  -0.129112 
## Iteration 4 lambda =  -0.2097628 
## Iteration 5 lambda =  -0.2500883 
## Iteration 6 lambda =  -0.270251 
## Iteration 7 lambda =  -0.2803323 
## Iteration 8 lambda =  -0.285373 
## Iteration 9 lambda =  -0.2878933 
## Iteration 10 lambda =  -0.2891535 
## Iteration 11 lambda =  -0.2897836 
## Iteration 12 lambda =  -0.2900986 
## Iteration 13 lambda =  -0.2902562 
## Iteration 14 lambda =  -0.2903349 
## Iteration 15 lambda =  -0.2903743 
## Iteration 16 lambda =  -0.290394 
## Iteration 17 lambda =  -0.2904038 
## Iteration 18 lambda =  -0.2904088 
## Iteration 19 lambda =  -0.2904112 
## Iteration 20 lambda =  -0.2904125 
## Iteration 21 lambda =  -0.2904131 
## Iteration 22 lambda =  -0.2904134 
## Iteration 23 lambda =  -0.2904135 
## Iteration 24 lambda =  -0.2904136 
## Iteration 1 lambda =  0.2503539 
## Iteration 2 lambda =  -0.1244691 
## Iteration 3 lambda =  -0.3118806 
## Iteration 4 lambda =  -0.4055864 
## Iteration 5 lambda =  -0.4524392 
## Iteration 6 lambda =  -0.4758657 
## Iteration 7 lambda =  -0.4875789 
## Iteration 8 lambda =  -0.4934355 
## Iteration 9 lambda =  -0.4963638 
## Iteration 10 lambda =  -0.497828 
## Iteration 11 lambda =  -0.49856 
## Iteration 12 lambda =  -0.4989261 
## Iteration 13 lambda =  -0.4991091 
## Iteration 14 lambda =  -0.4992006 
## Iteration 15 lambda =  -0.4992464 
## Iteration 16 lambda =  -0.4992692 
## Iteration 17 lambda =  -0.4992807 
## Iteration 18 lambda =  -0.4992864 
## Iteration 19 lambda =  -0.4992893 
## Iteration 20 lambda =  -0.4992907 
## Iteration 21 lambda =  -0.4992914 
## Iteration 22 lambda =  -0.4992918 
## Iteration 23 lambda =  -0.4992919 
## Iteration 24 lambda =  -0.499292 
## Iteration 1 lambda =  0.3211573 
## Iteration 2 lambda =  -0.01826403 
## Iteration 3 lambda =  -0.1879747 
## Iteration 4 lambda =  -0.27283 
## Iteration 5 lambda =  -0.3152577 
## Iteration 6 lambda =  -0.3364715 
## Iteration 7 lambda =  -0.3470785 
## Iteration 8 lambda =  -0.3523819 
## Iteration 9 lambda =  -0.3550336 
## Iteration 10 lambda =  -0.3563595 
## Iteration 11 lambda =  -0.3570224 
## Iteration 12 lambda =  -0.3573539 
## Iteration 13 lambda =  -0.3575196 
## Iteration 14 lambda =  -0.3576025 
## Iteration 15 lambda =  -0.3576439 
## Iteration 16 lambda =  -0.3576647 
## Iteration 17 lambda =  -0.357675 
## Iteration 18 lambda =  -0.3576802 
## Iteration 19 lambda =  -0.3576828 
## Iteration 20 lambda =  -0.3576841 
## Iteration 21 lambda =  -0.3576847 
## Iteration 22 lambda =  -0.357685 
## Iteration 23 lambda =  -0.3576852 
## Iteration 24 lambda =  -0.3576853 
## Iteration 1 lambda =  0.3738383 
## Iteration 2 lambda =  0.06075739 
## Iteration 3 lambda =  -0.09578304 
## Iteration 4 lambda =  -0.1740533 
## Iteration 5 lambda =  -0.2131884 
## Iteration 6 lambda =  -0.2327559 
## Iteration 7 lambda =  -0.2425397 
## Iteration 8 lambda =  -0.2474316 
## Iteration 9 lambda =  -0.2498775 
## Iteration 10 lambda =  -0.2511005 
## Iteration 11 lambda =  -0.251712 
## Iteration 12 lambda =  -0.2520177 
## Iteration 13 lambda =  -0.2521706 
## Iteration 14 lambda =  -0.252247 
## Iteration 15 lambda =  -0.2522853 
## Iteration 16 lambda =  -0.2523044 
## Iteration 17 lambda =  -0.2523139 
## Iteration 18 lambda =  -0.2523187 
## Iteration 19 lambda =  -0.2523211 
## Iteration 20 lambda =  -0.2523223 
## Iteration 21 lambda =  -0.2523229 
## Iteration 22 lambda =  -0.2523232 
## Iteration 23 lambda =  -0.2523233 
## Iteration 24 lambda =  -0.2523234 
## Iteration 1 lambda =  0.3539249 
## Iteration 2 lambda =  0.03088741 
## Iteration 3 lambda =  -0.1306314 
## Iteration 4 lambda =  -0.2113907 
## Iteration 5 lambda =  -0.2517704 
## Iteration 6 lambda =  -0.2719603 
## Iteration 7 lambda =  -0.2820552 
## Iteration 8 lambda =  -0.2871027 
## Iteration 9 lambda =  -0.2896264 
## Iteration 10 lambda =  -0.2908883 
## Iteration 11 lambda =  -0.2915192 
## Iteration 12 lambda =  -0.2918347 
## Iteration 13 lambda =  -0.2919924 
## Iteration 14 lambda =  -0.2920713 
## Iteration 15 lambda =  -0.2921107 
## Iteration 16 lambda =  -0.2921304 
## Iteration 17 lambda =  -0.2921403 
## Iteration 18 lambda =  -0.2921452 
## Iteration 19 lambda =  -0.2921477 
## Iteration 20 lambda =  -0.2921489 
## Iteration 21 lambda =  -0.2921495 
## Iteration 22 lambda =  -0.2921498 
## Iteration 23 lambda =  -0.29215 
## Iteration 24 lambda =  -0.29215 
## Iteration 1 lambda =  0.3035061 
## Iteration 2 lambda =  -0.04474086 
## Iteration 3 lambda =  -0.2188643 
## Iteration 4 lambda =  -0.3059261 
## Iteration 5 lambda =  -0.3494569 
## Iteration 6 lambda =  -0.3712224 
## Iteration 7 lambda =  -0.3821051 
## Iteration 8 lambda =  -0.3875464 
## Iteration 9 lambda =  -0.3902671 
## Iteration 10 lambda =  -0.3916275 
## Iteration 11 lambda =  -0.3923076 
## Iteration 12 lambda =  -0.3926477 
## Iteration 13 lambda =  -0.3928178 
## Iteration 14 lambda =  -0.3929028 
## Iteration 15 lambda =  -0.3929453 
## Iteration 16 lambda =  -0.3929666 
## Iteration 17 lambda =  -0.3929772 
## Iteration 18 lambda =  -0.3929825 
## Iteration 19 lambda =  -0.3929852 
## Iteration 20 lambda =  -0.3929865 
## Iteration 21 lambda =  -0.3929871 
## Iteration 22 lambda =  -0.3929875 
## Iteration 23 lambda =  -0.3929876 
## Iteration 24 lambda =  -0.3929877 
## Iteration 1 lambda =  0.3307181 
## Iteration 2 lambda =  -0.003922904 
## Iteration 3 lambda =  -0.1712434 
## Iteration 4 lambda =  -0.2549036 
## Iteration 5 lambda =  -0.2967338 
## Iteration 6 lambda =  -0.3176488 
## Iteration 7 lambda =  -0.3281063 
## Iteration 8 lambda =  -0.3333351 
## Iteration 9 lambda =  -0.3359495 
## Iteration 10 lambda =  -0.3372567 
## Iteration 11 lambda =  -0.3379103 
## Iteration 12 lambda =  -0.3382371 
## Iteration 13 lambda =  -0.3384005 
## Iteration 14 lambda =  -0.3384822 
## Iteration 15 lambda =  -0.338523 
## Iteration 16 lambda =  -0.3385434 
## Iteration 17 lambda =  -0.3385537 
## Iteration 18 lambda =  -0.3385588 
## Iteration 19 lambda =  -0.3385613 
## Iteration 20 lambda =  -0.3385626 
## Iteration 21 lambda =  -0.3385632 
## Iteration 22 lambda =  -0.3385636 
## Iteration 23 lambda =  -0.3385637 
## Iteration 24 lambda =  -0.3385638 
## Iteration 1 lambda =  0.3106235 
## Iteration 2 lambda =  -0.0340647 
## Iteration 3 lambda =  -0.2064088 
## Iteration 4 lambda =  -0.2925809 
## Iteration 5 lambda =  -0.3356669 
## Iteration 6 lambda =  -0.3572099 
## Iteration 7 lambda =  -0.3679814 
## Iteration 8 lambda =  -0.3733672 
## Iteration 9 lambda =  -0.3760601 
## Iteration 10 lambda =  -0.3774065 
## Iteration 11 lambda =  -0.3780797 
## Iteration 12 lambda =  -0.3784163 
## Iteration 13 lambda =  -0.3785846 
## Iteration 14 lambda =  -0.3786688 
## Iteration 15 lambda =  -0.3787109 
## Iteration 16 lambda =  -0.3787319 
## Iteration 17 lambda =  -0.3787424 
## Iteration 18 lambda =  -0.3787477 
## Iteration 19 lambda =  -0.3787503 
## Iteration 20 lambda =  -0.3787516 
## Iteration 21 lambda =  -0.3787523 
## Iteration 22 lambda =  -0.3787526 
## Iteration 23 lambda =  -0.3787528 
## Iteration 24 lambda =  -0.3787528 
## Iteration 1 lambda =  0.3661631 
## Iteration 2 lambda =  0.04924462 
## Iteration 3 lambda =  -0.1092146 
## Iteration 4 lambda =  -0.1884442 
## Iteration 5 lambda =  -0.228059 
## Iteration 6 lambda =  -0.2478664 
## Iteration 7 lambda =  -0.2577701 
## Iteration 8 lambda =  -0.262722 
## Iteration 9 lambda =  -0.2651979 
## Iteration 10 lambda =  -0.2664359 
## Iteration 11 lambda =  -0.2670549 
## Iteration 12 lambda =  -0.2673644 
## Iteration 13 lambda =  -0.2675191 
## Iteration 14 lambda =  -0.2675965 
## Iteration 15 lambda =  -0.2676352 
## Iteration 16 lambda =  -0.2676545 
## Iteration 17 lambda =  -0.2676642 
## Iteration 18 lambda =  -0.267669 
## Iteration 19 lambda =  -0.2676714 
## Iteration 20 lambda =  -0.2676726 
## Iteration 21 lambda =  -0.2676732 
## Iteration 22 lambda =  -0.2676735 
## Iteration 23 lambda =  -0.2676737 
## Iteration 24 lambda =  -0.2676738 
## Iteration 1 lambda =  0.2827552 
## Iteration 2 lambda =  -0.07586722 
## Iteration 3 lambda =  -0.2551784 
## Iteration 4 lambda =  -0.344834 
## Iteration 5 lambda =  -0.3896618 
## Iteration 6 lambda =  -0.4120757 
## Iteration 7 lambda =  -0.4232827 
## Iteration 8 lambda =  -0.4288861 
## Iteration 9 lambda =  -0.4316879 
## Iteration 10 lambda =  -0.4330888 
## Iteration 11 lambda =  -0.4337892 
## Iteration 12 lambda =  -0.4341394 
## Iteration 13 lambda =  -0.4343145 
## Iteration 14 lambda =  -0.4344021 
## Iteration 15 lambda =  -0.4344458 
## Iteration 16 lambda =  -0.4344677 
## Iteration 17 lambda =  -0.4344787 
## Iteration 18 lambda =  -0.4344841 
## Iteration 19 lambda =  -0.4344869 
## Iteration 20 lambda =  -0.4344883 
## Iteration 21 lambda =  -0.4344889 
## Iteration 22 lambda =  -0.4344893 
## Iteration 23 lambda =  -0.4344895 
## Iteration 24 lambda =  -0.4344895 
## Iteration 1 lambda =  0.2383078 
## Iteration 2 lambda =  -0.1425383 
## Iteration 3 lambda =  -0.3329613 
## Iteration 4 lambda =  -0.4281729 
## Iteration 5 lambda =  -0.4757786 
## Iteration 6 lambda =  -0.4995815 
## Iteration 7 lambda =  -0.5114829 
## Iteration 8 lambda =  -0.5174337 
## Iteration 9 lambda =  -0.520409 
## Iteration 10 lambda =  -0.5218967 
## Iteration 11 lambda =  -0.5226405 
## Iteration 12 lambda =  -0.5230125 
## Iteration 13 lambda =  -0.5231984 
## Iteration 14 lambda =  -0.5232914 
## Iteration 15 lambda =  -0.5233379 
## Iteration 16 lambda =  -0.5233611 
## Iteration 17 lambda =  -0.5233728 
## Iteration 18 lambda =  -0.5233786 
## Iteration 19 lambda =  -0.5233815 
## Iteration 20 lambda =  -0.5233829 
## Iteration 21 lambda =  -0.5233836 
## Iteration 22 lambda =  -0.523384 
## Iteration 23 lambda =  -0.5233842 
## Iteration 24 lambda =  -0.5233843 
## Iteration 1 lambda =  0.3216518 
## Iteration 2 lambda =  -0.01752224 
## Iteration 3 lambda =  -0.1871093 
## Iteration 4 lambda =  -0.2719028 
## Iteration 5 lambda =  -0.3142996 
## Iteration 6 lambda =  -0.3354979 
## Iteration 7 lambda =  -0.3460971 
## Iteration 8 lambda =  -0.3513967 
## Iteration 9 lambda =  -0.3540465 
## Iteration 10 lambda =  -0.3553714 
## Iteration 11 lambda =  -0.3560339 
## Iteration 12 lambda =  -0.3563651 
## Iteration 13 lambda =  -0.3565307 
## Iteration 14 lambda =  -0.3566135 
## Iteration 15 lambda =  -0.3566549 
## Iteration 16 lambda =  -0.3566756 
## Iteration 17 lambda =  -0.356686 
## Iteration 18 lambda =  -0.3566911 
## Iteration 19 lambda =  -0.3566937 
## Iteration 20 lambda =  -0.356695 
## Iteration 21 lambda =  -0.3566957 
## Iteration 22 lambda =  -0.356696 
## Iteration 23 lambda =  -0.3566962 
## Iteration 24 lambda =  -0.3566962 
## Iteration 1 lambda =  0.3548651 
## Iteration 2 lambda =  0.03229759 
## Iteration 3 lambda =  -0.1289861 
## Iteration 4 lambda =  -0.209628 
## Iteration 5 lambda =  -0.2499489 
## Iteration 6 lambda =  -0.2701094 
## Iteration 7 lambda =  -0.2801896 
## Iteration 8 lambda =  -0.2852298 
## Iteration 9 lambda =  -0.2877498 
## Iteration 10 lambda =  -0.2890099 
## Iteration 11 lambda =  -0.2896399 
## Iteration 12 lambda =  -0.2899549 
## Iteration 13 lambda =  -0.2901124 
## Iteration 14 lambda =  -0.2901911 
## Iteration 15 lambda =  -0.2902305 
## Iteration 16 lambda =  -0.2902502 
## Iteration 17 lambda =  -0.29026 
## Iteration 18 lambda =  -0.290265 
## Iteration 19 lambda =  -0.2902674 
## Iteration 20 lambda =  -0.2902687 
## Iteration 21 lambda =  -0.2902693 
## Iteration 22 lambda =  -0.2902696 
## Iteration 23 lambda =  -0.2902697 
## Iteration 24 lambda =  -0.2902698 
## Iteration 1 lambda =  0.3708658 
## Iteration 2 lambda =  0.05629866 
## Iteration 3 lambda =  -0.1009849 
## Iteration 4 lambda =  -0.1796267 
## Iteration 5 lambda =  -0.2189476 
## Iteration 6 lambda =  -0.238608 
## Iteration 7 lambda =  -0.2484382 
## Iteration 8 lambda =  -0.2533533 
## Iteration 9 lambda =  -0.2558109 
## Iteration 10 lambda =  -0.2570397 
## Iteration 11 lambda =  -0.2576541 
## Iteration 12 lambda =  -0.2579613 
## Iteration 13 lambda =  -0.2581149 
## Iteration 14 lambda =  -0.2581917 
## Iteration 15 lambda =  -0.2582301 
## Iteration 16 lambda =  -0.2582493 
## Iteration 17 lambda =  -0.2582589 
## Iteration 18 lambda =  -0.2582637 
## Iteration 19 lambda =  -0.2582661 
## Iteration 20 lambda =  -0.2582673 
## Iteration 21 lambda =  -0.2582679 
## Iteration 22 lambda =  -0.2582682 
## Iteration 23 lambda =  -0.2582683 
## Iteration 24 lambda =  -0.2582684 
## Iteration 1 lambda =  0.2955477 
## Iteration 2 lambda =  -0.05667846 
## Iteration 3 lambda =  -0.2327915 
## Iteration 4 lambda =  -0.3208481 
## Iteration 5 lambda =  -0.3648763 
## Iteration 6 lambda =  -0.3868905 
## Iteration 7 lambda =  -0.3978975 
## Iteration 8 lambda =  -0.4034011 
## Iteration 9 lambda =  -0.4061528 
## Iteration 10 lambda =  -0.4075287 
## Iteration 11 lambda =  -0.4082167 
## Iteration 12 lambda =  -0.4085606 
## Iteration 13 lambda =  -0.4087326 
## Iteration 14 lambda =  -0.4088186 
## Iteration 15 lambda =  -0.4088616 
## Iteration 16 lambda =  -0.4088831 
## Iteration 17 lambda =  -0.4088939 
## Iteration 18 lambda =  -0.4088992 
## Iteration 19 lambda =  -0.4089019 
## Iteration 20 lambda =  -0.4089033 
## Iteration 21 lambda =  -0.4089039 
## Iteration 22 lambda =  -0.4089043 
## Iteration 23 lambda =  -0.4089044 
## Iteration 24 lambda =  -0.4089045 
## Iteration 1 lambda =  0.3458292 
## Iteration 2 lambda =  0.01874379 
## Iteration 3 lambda =  -0.1447989 
## Iteration 4 lambda =  -0.2265703 
## Iteration 5 lambda =  -0.2674559 
## Iteration 6 lambda =  -0.2878988 
## Iteration 7 lambda =  -0.2981202 
## Iteration 8 lambda =  -0.3032309 
## Iteration 9 lambda =  -0.3057863 
## Iteration 10 lambda =  -0.3070639 
## Iteration 11 lambda =  -0.3077028 
## Iteration 12 lambda =  -0.3080222 
## Iteration 13 lambda =  -0.3081819 
## Iteration 14 lambda =  -0.3082618 
## Iteration 15 lambda =  -0.3083017 
## Iteration 16 lambda =  -0.3083216 
## Iteration 17 lambda =  -0.3083316 
## Iteration 18 lambda =  -0.3083366 
## Iteration 19 lambda =  -0.3083391 
## Iteration 20 lambda =  -0.3083404 
## Iteration 21 lambda =  -0.308341 
## Iteration 22 lambda =  -0.3083413 
## Iteration 23 lambda =  -0.3083415 
## Iteration 24 lambda =  -0.3083415 
## Iteration 1 lambda =  0.3592845 
## Iteration 2 lambda =  0.03892672 
## Iteration 3 lambda =  -0.1212522 
## Iteration 4 lambda =  -0.2013416 
## Iteration 5 lambda =  -0.2413863 
## Iteration 6 lambda =  -0.2614087 
## Iteration 7 lambda =  -0.2714199 
## Iteration 8 lambda =  -0.2764255 
## Iteration 9 lambda =  -0.2789283 
## Iteration 10 lambda =  -0.2801796 
## Iteration 11 lambda =  -0.2808053 
## Iteration 12 lambda =  -0.2811182 
## Iteration 13 lambda =  -0.2812746 
## Iteration 14 lambda =  -0.2813528 
## Iteration 15 lambda =  -0.2813919 
## Iteration 16 lambda =  -0.2814115 
## Iteration 17 lambda =  -0.2814213 
## Iteration 18 lambda =  -0.2814262 
## Iteration 19 lambda =  -0.2814286 
## Iteration 20 lambda =  -0.2814298 
## Iteration 21 lambda =  -0.2814304 
## Iteration 22 lambda =  -0.2814307 
## Iteration 23 lambda =  -0.2814309 
## Iteration 24 lambda =  -0.281431 
## Iteration 1 lambda =  0.3946089 
## Iteration 2 lambda =  0.09191332 
## Iteration 3 lambda =  -0.05943446 
## Iteration 4 lambda =  -0.1351084 
## Iteration 5 lambda =  -0.1729453 
## Iteration 6 lambda =  -0.1918638 
## Iteration 7 lambda =  -0.201323 
## Iteration 8 lambda =  -0.2060526 
## Iteration 9 lambda =  -0.2084174 
## Iteration 10 lambda =  -0.2095998 
## Iteration 11 lambda =  -0.210191 
## Iteration 12 lambda =  -0.2104866 
## Iteration 13 lambda =  -0.2106344 
## Iteration 14 lambda =  -0.2107083 
## Iteration 15 lambda =  -0.2107453 
## Iteration 16 lambda =  -0.2107638 
## Iteration 17 lambda =  -0.210773 
## Iteration 18 lambda =  -0.2107776 
## Iteration 19 lambda =  -0.2107799 
## Iteration 20 lambda =  -0.2107811 
## Iteration 21 lambda =  -0.2107817 
## Iteration 22 lambda =  -0.210782 
## Iteration 23 lambda =  -0.2107821 
## Iteration 24 lambda =  -0.2107822 
## Iteration 1 lambda =  0.2993513 
## Iteration 2 lambda =  -0.05097298 
## Iteration 3 lambda =  -0.2261351 
## Iteration 4 lambda =  -0.3137162 
## Iteration 5 lambda =  -0.3575068 
## Iteration 6 lambda =  -0.379402 
## Iteration 7 lambda =  -0.3903497 
## Iteration 8 lambda =  -0.3958235 
## Iteration 9 lambda =  -0.3985604 
## Iteration 10 lambda =  -0.3999289 
## Iteration 11 lambda =  -0.4006131 
## Iteration 12 lambda =  -0.4009552 
## Iteration 13 lambda =  -0.4011263 
## Iteration 14 lambda =  -0.4012118 
## Iteration 15 lambda =  -0.4012545 
## Iteration 16 lambda =  -0.4012759 
## Iteration 17 lambda =  -0.4012866 
## Iteration 18 lambda =  -0.401292 
## Iteration 19 lambda =  -0.4012946 
## Iteration 20 lambda =  -0.401296 
## Iteration 21 lambda =  -0.4012966 
## Iteration 22 lambda =  -0.401297 
## Iteration 23 lambda =  -0.4012971 
## Iteration 24 lambda =  -0.4012972 
## Iteration 1 lambda =  0.2898509 
## Iteration 2 lambda =  -0.06522358 
## Iteration 3 lambda =  -0.2427608 
## Iteration 4 lambda =  -0.3315295 
## Iteration 5 lambda =  -0.3759138 
## Iteration 6 lambda =  -0.398106 
## Iteration 7 lambda =  -0.409202 
## Iteration 8 lambda =  -0.4147501 
## Iteration 9 lambda =  -0.4175241 
## Iteration 10 lambda =  -0.4189111 
## Iteration 11 lambda =  -0.4196046 
## Iteration 12 lambda =  -0.4199514 
## Iteration 13 lambda =  -0.4201247 
## Iteration 14 lambda =  -0.4202114 
## Iteration 15 lambda =  -0.4202548 
## Iteration 16 lambda =  -0.4202764 
## Iteration 17 lambda =  -0.4202873 
## Iteration 18 lambda =  -0.4202927 
## Iteration 19 lambda =  -0.4202954 
## Iteration 20 lambda =  -0.4202968 
## Iteration 21 lambda =  -0.4202974 
## Iteration 22 lambda =  -0.4202978 
## Iteration 23 lambda =  -0.4202979 
## Iteration 24 lambda =  -0.420298 
## Iteration 1 lambda =  0.3927952 
## Iteration 2 lambda =  0.0891928 
## Iteration 3 lambda =  -0.0626084 
## Iteration 4 lambda =  -0.138509 
## Iteration 5 lambda =  -0.1764593 
## Iteration 6 lambda =  -0.1954345 
## Iteration 7 lambda =  -0.204922 
## Iteration 8 lambda =  -0.2096658 
## Iteration 9 lambda =  -0.2120377 
## Iteration 10 lambda =  -0.2132237 
## Iteration 11 lambda =  -0.2138166 
## Iteration 12 lambda =  -0.2141131 
## Iteration 13 lambda =  -0.2142614 
## Iteration 14 lambda =  -0.2143355 
## Iteration 15 lambda =  -0.2143725 
## Iteration 16 lambda =  -0.2143911 
## Iteration 17 lambda =  -0.2144003 
## Iteration 18 lambda =  -0.214405 
## Iteration 19 lambda =  -0.2144073 
## Iteration 20 lambda =  -0.2144084 
## Iteration 21 lambda =  -0.214409 
## Iteration 22 lambda =  -0.2144093 
## Iteration 23 lambda =  -0.2144095 
## Iteration 24 lambda =  -0.2144095 
## Iteration 1 lambda =  0.2450483 
## Iteration 2 lambda =  -0.1324276 
## Iteration 3 lambda =  -0.3211655 
## Iteration 4 lambda =  -0.4155345 
## Iteration 5 lambda =  -0.462719 
## Iteration 6 lambda =  -0.4863112 
## Iteration 7 lambda =  -0.4981073 
## Iteration 8 lambda =  -0.5040054 
## Iteration 9 lambda =  -0.5069544 
## Iteration 10 lambda =  -0.5084289 
## Iteration 11 lambda =  -0.5091662 
## Iteration 12 lambda =  -0.5095348 
## Iteration 13 lambda =  -0.5097191 
## Iteration 14 lambda =  -0.5098113 
## Iteration 15 lambda =  -0.5098574 
## Iteration 16 lambda =  -0.5098804 
## Iteration 17 lambda =  -0.5098919 
## Iteration 18 lambda =  -0.5098977 
## Iteration 19 lambda =  -0.5099006 
## Iteration 20 lambda =  -0.509902 
## Iteration 21 lambda =  -0.5099027 
## Iteration 22 lambda =  -0.5099031 
## Iteration 23 lambda =  -0.5099033 
## Iteration 24 lambda =  -0.5099034 
## Iteration 1 lambda =  0.3547234 
## Iteration 2 lambda =  0.0320851 
## Iteration 3 lambda =  -0.1292341 
## Iteration 4 lambda =  -0.2098936 
## Iteration 5 lambda =  -0.2502234 
## Iteration 6 lambda =  -0.2703883 
## Iteration 7 lambda =  -0.2804708 
## Iteration 8 lambda =  -0.285512 
## Iteration 9 lambda =  -0.2880326 
## Iteration 10 lambda =  -0.2892929 
## Iteration 11 lambda =  -0.2899231 
## Iteration 12 lambda =  -0.2902381 
## Iteration 13 lambda =  -0.2903957 
## Iteration 14 lambda =  -0.2904744 
## Iteration 15 lambda =  -0.2905138 
## Iteration 16 lambda =  -0.2905335 
## Iteration 17 lambda =  -0.2905434 
## Iteration 18 lambda =  -0.2905483 
## Iteration 19 lambda =  -0.2905507 
## Iteration 20 lambda =  -0.290552 
## Iteration 21 lambda =  -0.2905526 
## Iteration 22 lambda =  -0.2905529 
## Iteration 23 lambda =  -0.2905531 
## Iteration 24 lambda =  -0.2905531 
## Iteration 1 lambda =  0.3699976 
## Iteration 2 lambda =  0.05499646 
## Iteration 3 lambda =  -0.1025041 
## Iteration 4 lambda =  -0.1812544 
## Iteration 5 lambda =  -0.2206296 
## Iteration 6 lambda =  -0.2403171 
## Iteration 7 lambda =  -0.2501609 
## Iteration 8 lambda =  -0.2550828 
## Iteration 9 lambda =  -0.2575438 
## Iteration 10 lambda =  -0.2587742 
## Iteration 11 lambda =  -0.2593895 
## Iteration 12 lambda =  -0.2596971 
## Iteration 13 lambda =  -0.2598509 
## Iteration 14 lambda =  -0.2599278 
## Iteration 15 lambda =  -0.2599663 
## Iteration 16 lambda =  -0.2599855 
## Iteration 17 lambda =  -0.2599951 
## Iteration 18 lambda =  -0.2599999 
## Iteration 19 lambda =  -0.2600023 
## Iteration 20 lambda =  -0.2600035 
## Iteration 21 lambda =  -0.2600041 
## Iteration 22 lambda =  -0.2600044 
## Iteration 23 lambda =  -0.2600046 
## Iteration 24 lambda =  -0.2600046 
## Iteration 1 lambda =  0.3709849 
## Iteration 2 lambda =  0.05647737 
## Iteration 3 lambda =  -0.1007764 
## Iteration 4 lambda =  -0.1794033 
## Iteration 5 lambda =  -0.2187167 
## Iteration 6 lambda =  -0.2383735 
## Iteration 7 lambda =  -0.2482018 
## Iteration 8 lambda =  -0.253116 
## Iteration 9 lambda =  -0.2555731 
## Iteration 10 lambda =  -0.2568016 
## Iteration 11 lambda =  -0.2574159 
## Iteration 12 lambda =  -0.257723 
## Iteration 13 lambda =  -0.2578766 
## Iteration 14 lambda =  -0.2579534 
## Iteration 15 lambda =  -0.2579918 
## Iteration 16 lambda =  -0.258011 
## Iteration 17 lambda =  -0.2580206 
## Iteration 18 lambda =  -0.2580254 
## Iteration 19 lambda =  -0.2580278 
## Iteration 20 lambda =  -0.258029 
## Iteration 21 lambda =  -0.2580296 
## Iteration 22 lambda =  -0.2580299 
## Iteration 23 lambda =  -0.25803 
## Iteration 24 lambda =  -0.2580301 
## Iteration 1 lambda =  0.3670725 
## Iteration 2 lambda =  0.05060882 
## Iteration 3 lambda =  -0.107623 
## Iteration 4 lambda =  -0.186739 
## Iteration 5 lambda =  -0.2262969 
## Iteration 6 lambda =  -0.2460759 
## Iteration 7 lambda =  -0.2559654 
## Iteration 8 lambda =  -0.2609102 
## Iteration 9 lambda =  -0.2633825 
## Iteration 10 lambda =  -0.2646187 
## Iteration 11 lambda =  -0.2652368 
## Iteration 12 lambda =  -0.2655459 
## Iteration 13 lambda =  -0.2657004 
## Iteration 14 lambda =  -0.2657776 
## Iteration 15 lambda =  -0.2658163 
## Iteration 16 lambda =  -0.2658356 
## Iteration 17 lambda =  -0.2658453 
## Iteration 18 lambda =  -0.2658501 
## Iteration 19 lambda =  -0.2658525 
## Iteration 20 lambda =  -0.2658537 
## Iteration 21 lambda =  -0.2658543 
## Iteration 22 lambda =  -0.2658546 
## Iteration 23 lambda =  -0.2658548 
## Iteration 24 lambda =  -0.2658548 
## Iteration 1 lambda =  0.2983077 
## Iteration 2 lambda =  -0.0525385 
## Iteration 3 lambda =  -0.2279616 
## Iteration 4 lambda =  -0.3156731 
## Iteration 5 lambda =  -0.3595289 
## Iteration 6 lambda =  -0.3814568 
## Iteration 7 lambda =  -0.3924207 
## Iteration 8 lambda =  -0.3979027 
## Iteration 9 lambda =  -0.4006437 
## Iteration 10 lambda =  -0.4020142 
## Iteration 11 lambda =  -0.4026994 
## Iteration 12 lambda =  -0.403042 
## Iteration 13 lambda =  -0.4032134 
## Iteration 14 lambda =  -0.403299 
## Iteration 15 lambda =  -0.4033418 
## Iteration 16 lambda =  -0.4033633 
## Iteration 17 lambda =  -0.403374 
## Iteration 18 lambda =  -0.4033793 
## Iteration 19 lambda =  -0.403382 
## Iteration 20 lambda =  -0.4033833 
## Iteration 21 lambda =  -0.403384 
## Iteration 22 lambda =  -0.4033843 
## Iteration 23 lambda =  -0.4033845 
## Iteration 24 lambda =  -0.4033846 
## Iteration 1 lambda =  0.3615698 
## Iteration 2 lambda =  0.0423547 
## Iteration 3 lambda =  -0.1172528 
## Iteration 4 lambda =  -0.1970566 
## Iteration 5 lambda =  -0.2369585 
## Iteration 6 lambda =  -0.2569094 
## Iteration 7 lambda =  -0.2668849 
## Iteration 8 lambda =  -0.2718727 
## Iteration 9 lambda =  -0.2743665 
## Iteration 10 lambda =  -0.2756135 
## Iteration 11 lambda =  -0.2762369 
## Iteration 12 lambda =  -0.2765487 
## Iteration 13 lambda =  -0.2767045 
## Iteration 14 lambda =  -0.2767825 
## Iteration 15 lambda =  -0.2768214 
## Iteration 16 lambda =  -0.2768409 
## Iteration 17 lambda =  -0.2768507 
## Iteration 18 lambda =  -0.2768555 
## Iteration 19 lambda =  -0.276858 
## Iteration 20 lambda =  -0.2768592 
## Iteration 21 lambda =  -0.2768598 
## Iteration 22 lambda =  -0.2768601 
## Iteration 23 lambda =  -0.2768602 
## Iteration 24 lambda =  -0.2768603 
## Iteration 1 lambda =  0.3617522 
## Iteration 2 lambda =  0.04262834 
## Iteration 3 lambda =  -0.1169336 
## Iteration 4 lambda =  -0.1967146 
## Iteration 5 lambda =  -0.2366051 
## Iteration 6 lambda =  -0.2565503 
## Iteration 7 lambda =  -0.2665229 
## Iteration 8 lambda =  -0.2715092 
## Iteration 9 lambda =  -0.2740024 
## Iteration 10 lambda =  -0.275249 
## Iteration 11 lambda =  -0.2758723 
## Iteration 12 lambda =  -0.2761839 
## Iteration 13 lambda =  -0.2763397 
## Iteration 14 lambda =  -0.2764176 
## Iteration 15 lambda =  -0.2764566 
## Iteration 16 lambda =  -0.2764761 
## Iteration 17 lambda =  -0.2764858 
## Iteration 18 lambda =  -0.2764907 
## Iteration 19 lambda =  -0.2764931 
## Iteration 20 lambda =  -0.2764943 
## Iteration 21 lambda =  -0.2764949 
## Iteration 22 lambda =  -0.2764952 
## Iteration 23 lambda =  -0.2764954 
## Iteration 24 lambda =  -0.2764955 
## Iteration 1 lambda =  0.3248257 
## Iteration 2 lambda =  -0.01276143 
## Iteration 3 lambda =  -0.181555 
## Iteration 4 lambda =  -0.2659518 
## Iteration 5 lambda =  -0.3081502 
## Iteration 6 lambda =  -0.3292494 
## Iteration 7 lambda =  -0.339799 
## Iteration 8 lambda =  -0.3450738 
## Iteration 9 lambda =  -0.3477112 
## Iteration 10 lambda =  -0.3490299 
## Iteration 11 lambda =  -0.3496892 
## Iteration 12 lambda =  -0.3500189 
## Iteration 13 lambda =  -0.3501837 
## Iteration 14 lambda =  -0.3502662 
## Iteration 15 lambda =  -0.3503074 
## Iteration 16 lambda =  -0.350328 
## Iteration 17 lambda =  -0.3503383 
## Iteration 18 lambda =  -0.3503434 
## Iteration 19 lambda =  -0.350346 
## Iteration 20 lambda =  -0.3503473 
## Iteration 21 lambda =  -0.3503479 
## Iteration 22 lambda =  -0.3503483 
## Iteration 23 lambda =  -0.3503484 
## Iteration 24 lambda =  -0.3503485 
## Iteration 1 lambda =  0.3245156 
## Iteration 2 lambda =  -0.01322656 
## Iteration 3 lambda =  -0.1820976 
## Iteration 4 lambda =  -0.2665332 
## Iteration 5 lambda =  -0.308751 
## Iteration 6 lambda =  -0.3298599 
## Iteration 7 lambda =  -0.3404143 
## Iteration 8 lambda =  -0.3456915 
## Iteration 9 lambda =  -0.3483301 
## Iteration 10 lambda =  -0.3496494 
## Iteration 11 lambda =  -0.3503091 
## Iteration 12 lambda =  -0.3506389 
## Iteration 13 lambda =  -0.3508038 
## Iteration 14 lambda =  -0.3508863 
## Iteration 15 lambda =  -0.3509275 
## Iteration 16 lambda =  -0.3509481 
## Iteration 17 lambda =  -0.3509584 
## Iteration 18 lambda =  -0.3509636 
## Iteration 19 lambda =  -0.3509662 
## Iteration 20 lambda =  -0.3509675 
## Iteration 21 lambda =  -0.3509681 
## Iteration 22 lambda =  -0.3509684 
## Iteration 23 lambda =  -0.3509686 
## Iteration 24 lambda =  -0.3509687 
## Iteration 1 lambda =  0.3537142 
## Iteration 2 lambda =  0.03057124 
## Iteration 3 lambda =  -0.1310002 
## Iteration 4 lambda =  -0.2117859 
## Iteration 5 lambda =  -0.2521788 
## Iteration 6 lambda =  -0.2723752 
## Iteration 7 lambda =  -0.2824735 
## Iteration 8 lambda =  -0.2875226 
## Iteration 9 lambda =  -0.2900471 
## Iteration 10 lambda =  -0.2913094 
## Iteration 11 lambda =  -0.2919405 
## Iteration 12 lambda =  -0.2922561 
## Iteration 13 lambda =  -0.2924139 
## Iteration 14 lambda =  -0.2924928 
## Iteration 15 lambda =  -0.2925322 
## Iteration 16 lambda =  -0.292552 
## Iteration 17 lambda =  -0.2925618 
## Iteration 18 lambda =  -0.2925667 
## Iteration 19 lambda =  -0.2925692 
## Iteration 20 lambda =  -0.2925704 
## Iteration 21 lambda =  -0.2925711 
## Iteration 22 lambda =  -0.2925714 
## Iteration 23 lambda =  -0.2925715 
## Iteration 24 lambda =  -0.2925716 
## Iteration 1 lambda =  0.3386747 
## Iteration 2 lambda =  0.008011988 
## Iteration 3 lambda =  -0.1573193 
## Iteration 4 lambda =  -0.239985 
## Iteration 5 lambda =  -0.2813178 
## Iteration 6 lambda =  -0.3019843 
## Iteration 7 lambda =  -0.3123175 
## Iteration 8 lambda =  -0.3174841 
## Iteration 9 lambda =  -0.3200674 
## Iteration 10 lambda =  -0.321359 
## Iteration 11 lambda =  -0.3220049 
## Iteration 12 lambda =  -0.3223278 
## Iteration 13 lambda =  -0.3224892 
## Iteration 14 lambda =  -0.32257 
## Iteration 15 lambda =  -0.3226103 
## Iteration 16 lambda =  -0.3226305 
## Iteration 17 lambda =  -0.3226406 
## Iteration 18 lambda =  -0.3226456 
## Iteration 19 lambda =  -0.3226482 
## Iteration 20 lambda =  -0.3226494 
## Iteration 21 lambda =  -0.3226501 
## Iteration 22 lambda =  -0.3226504 
## Iteration 23 lambda =  -0.3226505 
## Iteration 24 lambda =  -0.3226506 
## Iteration 1 lambda =  0.3011948 
## Iteration 2 lambda =  -0.04820774 
## Iteration 3 lambda =  -0.222909 
## Iteration 4 lambda =  -0.3102597 
## Iteration 5 lambda =  -0.353935 
## Iteration 6 lambda =  -0.3757727 
## Iteration 7 lambda =  -0.3866915 
## Iteration 8 lambda =  -0.3921509 
## Iteration 9 lambda =  -0.3948806 
## Iteration 10 lambda =  -0.3962455 
## Iteration 11 lambda =  -0.3969279 
## Iteration 12 lambda =  -0.3972691 
## Iteration 13 lambda =  -0.3974397 
## Iteration 14 lambda =  -0.397525 
## Iteration 15 lambda =  -0.3975677 
## Iteration 16 lambda =  -0.397589 
## Iteration 17 lambda =  -0.3975997 
## Iteration 18 lambda =  -0.397605 
## Iteration 19 lambda =  -0.3976077 
## Iteration 20 lambda =  -0.397609 
## Iteration 21 lambda =  -0.3976097 
## Iteration 22 lambda =  -0.39761 
## Iteration 23 lambda =  -0.3976102 
## Iteration 24 lambda =  -0.3976102 
## Iteration 1 lambda =  0.2821964 
## Iteration 2 lambda =  -0.07670536 
## Iteration 3 lambda =  -0.2561563 
## Iteration 4 lambda =  -0.3458817 
## Iteration 5 lambda =  -0.3907444 
## Iteration 6 lambda =  -0.4131758 
## Iteration 7 lambda =  -0.4243915 
## Iteration 8 lambda =  -0.4299993 
## Iteration 9 lambda =  -0.4328032 
## Iteration 10 lambda =  -0.4342052 
## Iteration 11 lambda =  -0.4349062 
## Iteration 12 lambda =  -0.4352567 
## Iteration 13 lambda =  -0.4354319 
## Iteration 14 lambda =  -0.4355195 
## Iteration 15 lambda =  -0.4355633 
## Iteration 16 lambda =  -0.4355852 
## Iteration 17 lambda =  -0.4355962 
## Iteration 18 lambda =  -0.4356017 
## Iteration 19 lambda =  -0.4356044 
## Iteration 20 lambda =  -0.4356058 
## Iteration 21 lambda =  -0.4356065 
## Iteration 22 lambda =  -0.4356068 
## Iteration 23 lambda =  -0.435607 
## Iteration 24 lambda =  -0.4356071 
## Iteration 1 lambda =  0.2900455 
## Iteration 2 lambda =  -0.06493182 
## Iteration 3 lambda =  -0.2424205 
## Iteration 4 lambda =  -0.3311648 
## Iteration 5 lambda =  -0.3755369 
## Iteration 6 lambda =  -0.397723 
## Iteration 7 lambda =  -0.4088161 
## Iteration 8 lambda =  -0.4143626 
## Iteration 9 lambda =  -0.4171358 
## Iteration 10 lambda =  -0.4185225 
## Iteration 11 lambda =  -0.4192158 
## Iteration 12 lambda =  -0.4195624 
## Iteration 13 lambda =  -0.4197358 
## Iteration 14 lambda =  -0.4198224 
## Iteration 15 lambda =  -0.4198658 
## Iteration 16 lambda =  -0.4198874 
## Iteration 17 lambda =  -0.4198983 
## Iteration 18 lambda =  -0.4199037 
## Iteration 19 lambda =  -0.4199064 
## Iteration 20 lambda =  -0.4199077 
## Iteration 21 lambda =  -0.4199084 
## Iteration 22 lambda =  -0.4199088 
## Iteration 23 lambda =  -0.4199089 
## Iteration 24 lambda =  -0.419909 
## Iteration 1 lambda =  0.3351097 
## Iteration 2 lambda =  0.002664624 
## Iteration 3 lambda =  -0.1635579 
## Iteration 4 lambda =  -0.2466692 
## Iteration 5 lambda =  -0.2882249 
## Iteration 6 lambda =  -0.3090027 
## Iteration 7 lambda =  -0.3193916 
## Iteration 8 lambda =  -0.324586 
## Iteration 9 lambda =  -0.3271833 
## Iteration 10 lambda =  -0.3284819 
## Iteration 11 lambda =  -0.3291312 
## Iteration 12 lambda =  -0.3294558 
## Iteration 13 lambda =  -0.3296182 
## Iteration 14 lambda =  -0.3296993 
## Iteration 15 lambda =  -0.3297399 
## Iteration 16 lambda =  -0.3297602 
## Iteration 17 lambda =  -0.3297704 
## Iteration 18 lambda =  -0.3297754 
## Iteration 19 lambda =  -0.329778 
## Iteration 20 lambda =  -0.3297792 
## Iteration 21 lambda =  -0.3297799 
## Iteration 22 lambda =  -0.3297802 
## Iteration 23 lambda =  -0.3297803 
## Iteration 24 lambda =  -0.3297804 
## Iteration 1 lambda =  0.3601419 
## Iteration 2 lambda =  0.0402128 
## Iteration 3 lambda =  -0.1197517 
## Iteration 4 lambda =  -0.199734 
## Iteration 5 lambda =  -0.2397251 
## Iteration 6 lambda =  -0.2597207 
## Iteration 7 lambda =  -0.2697185 
## Iteration 8 lambda =  -0.2747174 
## Iteration 9 lambda =  -0.2772168 
## Iteration 10 lambda =  -0.2784665 
## Iteration 11 lambda =  -0.2790914 
## Iteration 12 lambda =  -0.2794038 
## Iteration 13 lambda =  -0.2795601 
## Iteration 14 lambda =  -0.2796382 
## Iteration 15 lambda =  -0.2796772 
## Iteration 16 lambda =  -0.2796967 
## Iteration 17 lambda =  -0.2797065 
## Iteration 18 lambda =  -0.2797114 
## Iteration 19 lambda =  -0.2797138 
## Iteration 20 lambda =  -0.2797151 
## Iteration 21 lambda =  -0.2797157 
## Iteration 22 lambda =  -0.279716 
## Iteration 23 lambda =  -0.2797161 
## Iteration 24 lambda =  -0.2797162 
## Iteration 1 lambda =  0.2633196 
## Iteration 2 lambda =  -0.1050206 
## Iteration 3 lambda =  -0.2891907 
## Iteration 4 lambda =  -0.3812757 
## Iteration 5 lambda =  -0.4273182 
## Iteration 6 lambda =  -0.4503395 
## Iteration 7 lambda =  -0.4618501 
## Iteration 8 lambda =  -0.4676054 
## Iteration 9 lambda =  -0.4704831 
## Iteration 10 lambda =  -0.4719219 
## Iteration 11 lambda =  -0.4726413 
## Iteration 12 lambda =  -0.4730011 
## Iteration 13 lambda =  -0.4731809 
## Iteration 14 lambda =  -0.4732708 
## Iteration 15 lambda =  -0.4733158 
## Iteration 16 lambda =  -0.4733383 
## Iteration 17 lambda =  -0.4733495 
## Iteration 18 lambda =  -0.4733551 
## Iteration 19 lambda =  -0.473358 
## Iteration 20 lambda =  -0.4733594 
## Iteration 21 lambda =  -0.4733601 
## Iteration 22 lambda =  -0.4733604 
## Iteration 23 lambda =  -0.4733606 
## Iteration 24 lambda =  -0.4733607 
## Iteration 1 lambda =  0.2485371 
## Iteration 2 lambda =  -0.1271944 
## Iteration 3 lambda =  -0.3150601 
## Iteration 4 lambda =  -0.408993 
## Iteration 5 lambda =  -0.4559594 
## Iteration 6 lambda =  -0.4794426 
## Iteration 7 lambda =  -0.4911842 
## Iteration 8 lambda =  -0.4970551 
## Iteration 9 lambda =  -0.4999905 
## Iteration 10 lambda =  -0.5014582 
## Iteration 11 lambda =  -0.502192 
## Iteration 12 lambda =  -0.5025589 
## Iteration 13 lambda =  -0.5027424 
## Iteration 14 lambda =  -0.5028341 
## Iteration 15 lambda =  -0.50288 
## Iteration 16 lambda =  -0.5029029 
## Iteration 17 lambda =  -0.5029144 
## Iteration 18 lambda =  -0.5029201 
## Iteration 19 lambda =  -0.502923 
## Iteration 20 lambda =  -0.5029244 
## Iteration 21 lambda =  -0.5029251 
## Iteration 22 lambda =  -0.5029255 
## Iteration 23 lambda =  -0.5029257 
## Iteration 24 lambda =  -0.5029258 
## Iteration 1 lambda =  0.32302 
## Iteration 2 lambda =  -0.01547002 
## Iteration 3 lambda =  -0.184715 
## Iteration 4 lambda =  -0.2693375 
## Iteration 5 lambda =  -0.3116488 
## Iteration 6 lambda =  -0.3328044 
## Iteration 7 lambda =  -0.3433822 
## Iteration 8 lambda =  -0.3486711 
## Iteration 9 lambda =  -0.3513156 
## Iteration 10 lambda =  -0.3526378 
## Iteration 11 lambda =  -0.3532989 
## Iteration 12 lambda =  -0.3536295 
## Iteration 13 lambda =  -0.3537948 
## Iteration 14 lambda =  -0.3538774 
## Iteration 15 lambda =  -0.3539187 
## Iteration 16 lambda =  -0.3539394 
## Iteration 17 lambda =  -0.3539497 
## Iteration 18 lambda =  -0.3539549 
## Iteration 19 lambda =  -0.3539575 
## Iteration 20 lambda =  -0.3539587 
## Iteration 21 lambda =  -0.3539594 
## Iteration 22 lambda =  -0.3539597 
## Iteration 23 lambda =  -0.3539599 
## Iteration 24 lambda =  -0.35396 
## Iteration 1 lambda =  0.2599316 
## Iteration 2 lambda =  -0.1101025 
## Iteration 3 lambda =  -0.2951196 
## Iteration 4 lambda =  -0.3876282 
## Iteration 5 lambda =  -0.4338824 
## Iteration 6 lambda =  -0.4570096 
## Iteration 7 lambda =  -0.4685732 
## Iteration 8 lambda =  -0.4743549 
## Iteration 9 lambda =  -0.4772458 
## Iteration 10 lambda =  -0.4786913 
## Iteration 11 lambda =  -0.479414 
## Iteration 12 lambda =  -0.4797754 
## Iteration 13 lambda =  -0.479956 
## Iteration 14 lambda =  -0.4800464 
## Iteration 15 lambda =  -0.4800915 
## Iteration 16 lambda =  -0.4801141 
## Iteration 17 lambda =  -0.4801254 
## Iteration 18 lambda =  -0.4801311 
## Iteration 19 lambda =  -0.4801339 
## Iteration 20 lambda =  -0.4801353 
## Iteration 21 lambda =  -0.480136 
## Iteration 22 lambda =  -0.4801364 
## Iteration 23 lambda =  -0.4801365 
## Iteration 24 lambda =  -0.4801366 
## Iteration 1 lambda =  0.2357856 
## Iteration 2 lambda =  -0.1463216 
## Iteration 3 lambda =  -0.3373752 
## Iteration 4 lambda =  -0.432902 
## Iteration 5 lambda =  -0.4806654 
## Iteration 6 lambda =  -0.5045471 
## Iteration 7 lambda =  -0.5164879 
## Iteration 8 lambda =  -0.5224583 
## Iteration 9 lambda =  -0.5254435 
## Iteration 10 lambda =  -0.5269362 
## Iteration 11 lambda =  -0.5276825 
## Iteration 12 lambda =  -0.5280556 
## Iteration 13 lambda =  -0.5282422 
## Iteration 14 lambda =  -0.5283355 
## Iteration 15 lambda =  -0.5283821 
## Iteration 16 lambda =  -0.5284054 
## Iteration 17 lambda =  -0.5284171 
## Iteration 18 lambda =  -0.5284229 
## Iteration 19 lambda =  -0.5284258 
## Iteration 20 lambda =  -0.5284273 
## Iteration 21 lambda =  -0.528428 
## Iteration 22 lambda =  -0.5284284 
## Iteration 23 lambda =  -0.5284286 
## Iteration 24 lambda =  -0.5284287 
## Iteration 1 lambda =  0.33902 
## Iteration 2 lambda =  0.008530004 
## Iteration 3 lambda =  -0.156715 
## Iteration 4 lambda =  -0.2393375 
## Iteration 5 lambda =  -0.2806487 
## Iteration 6 lambda =  -0.3013044 
## Iteration 7 lambda =  -0.3116322 
## Iteration 8 lambda =  -0.3167961 
## Iteration 9 lambda =  -0.319378 
## Iteration 10 lambda =  -0.320669 
## Iteration 11 lambda =  -0.3213145 
## Iteration 12 lambda =  -0.3216373 
## Iteration 13 lambda =  -0.3217986 
## Iteration 14 lambda =  -0.3218793 
## Iteration 15 lambda =  -0.3219197 
## Iteration 16 lambda =  -0.3219398 
## Iteration 17 lambda =  -0.3219499 
## Iteration 18 lambda =  -0.321955 
## Iteration 19 lambda =  -0.3219575 
## Iteration 20 lambda =  -0.3219587 
## Iteration 21 lambda =  -0.3219594 
## Iteration 22 lambda =  -0.3219597 
## Iteration 23 lambda =  -0.3219598 
## Iteration 24 lambda =  -0.3219599 
## Iteration 1 lambda =  0.3646466 
## Iteration 2 lambda =  0.04696985 
## Iteration 3 lambda =  -0.1118685 
## Iteration 4 lambda =  -0.1912877 
## Iteration 5 lambda =  -0.2309973 
## Iteration 6 lambda =  -0.2508521 
## Iteration 7 lambda =  -0.2607795 
## Iteration 8 lambda =  -0.2657432 
## Iteration 9 lambda =  -0.268225 
## Iteration 10 lambda =  -0.2694659 
## Iteration 11 lambda =  -0.2700864 
## Iteration 12 lambda =  -0.2703966 
## Iteration 13 lambda =  -0.2705517 
## Iteration 14 lambda =  -0.2706293 
## Iteration 15 lambda =  -0.2706681 
## Iteration 16 lambda =  -0.2706875 
## Iteration 17 lambda =  -0.2706972 
## Iteration 18 lambda =  -0.270702 
## Iteration 19 lambda =  -0.2707044 
## Iteration 20 lambda =  -0.2707057 
## Iteration 21 lambda =  -0.2707063 
## Iteration 22 lambda =  -0.2707066 
## Iteration 23 lambda =  -0.2707067 
## Iteration 24 lambda =  -0.2707068 
## Iteration 1 lambda =  0.3072495 
## Iteration 2 lambda =  -0.03912572 
## Iteration 3 lambda =  -0.2123133 
## Iteration 4 lambda =  -0.2989071 
## Iteration 5 lambda =  -0.3422041 
## Iteration 6 lambda =  -0.3638525 
## Iteration 7 lambda =  -0.3746767 
## Iteration 8 lambda =  -0.3800888 
## Iteration 9 lambda =  -0.3827949 
## Iteration 10 lambda =  -0.3841479 
## Iteration 11 lambda =  -0.3848244 
## Iteration 12 lambda =  -0.3851627 
## Iteration 13 lambda =  -0.3853318 
## Iteration 14 lambda =  -0.3854164 
## Iteration 15 lambda =  -0.3854587 
## Iteration 16 lambda =  -0.3854798 
## Iteration 17 lambda =  -0.3854904 
## Iteration 18 lambda =  -0.3854957 
## Iteration 19 lambda =  -0.3854983 
## Iteration 20 lambda =  -0.3854996 
## Iteration 21 lambda =  -0.3855003 
## Iteration 22 lambda =  -0.3855006 
## Iteration 23 lambda =  -0.3855008 
## Iteration 24 lambda =  -0.3855009 
## Iteration 1 lambda =  0.3673566 
## Iteration 2 lambda =  0.05103485 
## Iteration 3 lambda =  -0.107126 
## Iteration 4 lambda =  -0.1862064 
## Iteration 5 lambda =  -0.2257467 
## Iteration 6 lambda =  -0.2455168 
## Iteration 7 lambda =  -0.2554018 
## Iteration 8 lambda =  -0.2603443 
## Iteration 9 lambda =  -0.2628156 
## Iteration 10 lambda =  -0.2640512 
## Iteration 11 lambda =  -0.2646691 
## Iteration 12 lambda =  -0.264978 
## Iteration 13 lambda =  -0.2651324 
## Iteration 14 lambda =  -0.2652096 
## Iteration 15 lambda =  -0.2652483 
## Iteration 16 lambda =  -0.2652676 
## Iteration 17 lambda =  -0.2652772 
## Iteration 18 lambda =  -0.265282 
## Iteration 19 lambda =  -0.2652845 
## Iteration 20 lambda =  -0.2652857 
## Iteration 21 lambda =  -0.2652863 
## Iteration 22 lambda =  -0.2652866 
## Iteration 23 lambda =  -0.2652867 
## Iteration 24 lambda =  -0.2652868 
## Iteration 1 lambda =  0.3450197 
## Iteration 2 lambda =  0.01752959 
## Iteration 3 lambda =  -0.1462155 
## Iteration 4 lambda =  -0.228088 
## Iteration 5 lambda =  -0.2690243 
## Iteration 6 lambda =  -0.2894924 
## Iteration 7 lambda =  -0.2997265 
## Iteration 8 lambda =  -0.3048435 
## Iteration 9 lambda =  -0.307402 
## Iteration 10 lambda =  -0.3086813 
## Iteration 11 lambda =  -0.3093209 
## Iteration 12 lambda =  -0.3096407 
## Iteration 13 lambda =  -0.3098006 
## Iteration 14 lambda =  -0.3098806 
## Iteration 15 lambda =  -0.3099206 
## Iteration 16 lambda =  -0.3099406 
## Iteration 17 lambda =  -0.3099506 
## Iteration 18 lambda =  -0.3099555 
## Iteration 19 lambda =  -0.309958 
## Iteration 20 lambda =  -0.3099593 
## Iteration 21 lambda =  -0.3099599 
## Iteration 22 lambda =  -0.3099602 
## Iteration 23 lambda =  -0.3099604 
## Iteration 24 lambda =  -0.3099605 
## Iteration 1 lambda =  0.2038654 
## Iteration 2 lambda =  -0.1942019 
## Iteration 3 lambda =  -0.3932355 
## Iteration 4 lambda =  -0.4927524 
## Iteration 5 lambda =  -0.5425108 
## Iteration 6 lambda =  -0.56739 
## Iteration 7 lambda =  -0.5798296 
## Iteration 8 lambda =  -0.5860494 
## Iteration 9 lambda =  -0.5891593 
## Iteration 10 lambda =  -0.5907142 
## Iteration 11 lambda =  -0.5914917 
## Iteration 12 lambda =  -0.5918805 
## Iteration 13 lambda =  -0.5920748 
## Iteration 14 lambda =  -0.592172 
## Iteration 15 lambda =  -0.5922206 
## Iteration 16 lambda =  -0.5922449 
## Iteration 17 lambda =  -0.592257 
## Iteration 18 lambda =  -0.5922631 
## Iteration 19 lambda =  -0.5922662 
## Iteration 20 lambda =  -0.5922677 
## Iteration 21 lambda =  -0.5922684 
## Iteration 22 lambda =  -0.5922688 
## Iteration 23 lambda =  -0.592269 
## Iteration 24 lambda =  -0.5922691 
## Iteration 1 lambda =  0.3475894 
## Iteration 2 lambda =  0.0213841 
## Iteration 3 lambda =  -0.1417186 
## Iteration 4 lambda =  -0.2232699 
## Iteration 5 lambda =  -0.2640455 
## Iteration 6 lambda =  -0.2844334 
## Iteration 7 lambda =  -0.2946273 
## Iteration 8 lambda =  -0.2997242 
## Iteration 9 lambda =  -0.3022727 
## Iteration 10 lambda =  -0.303547 
## Iteration 11 lambda =  -0.3041841 
## Iteration 12 lambda =  -0.3045026 
## Iteration 13 lambda =  -0.3046619 
## Iteration 14 lambda =  -0.3047416 
## Iteration 15 lambda =  -0.3047814 
## Iteration 16 lambda =  -0.3048013 
## Iteration 17 lambda =  -0.3048112 
## Iteration 18 lambda =  -0.3048162 
## Iteration 19 lambda =  -0.3048187 
## Iteration 20 lambda =  -0.30482 
## Iteration 21 lambda =  -0.3048206 
## Iteration 22 lambda =  -0.3048209 
## Iteration 23 lambda =  -0.304821 
## Iteration 24 lambda =  -0.3048211 
## Iteration 1 lambda =  0.366445 
## Iteration 2 lambda =  0.04966755 
## Iteration 3 lambda =  -0.1087212 
## Iteration 4 lambda =  -0.1879156 
## Iteration 5 lambda =  -0.2275128 
## Iteration 6 lambda =  -0.2473113 
## Iteration 7 lambda =  -0.2572106 
## Iteration 8 lambda =  -0.2621603 
## Iteration 9 lambda =  -0.2646351 
## Iteration 10 lambda =  -0.2658725 
## Iteration 11 lambda =  -0.2664912 
## Iteration 12 lambda =  -0.2668006 
## Iteration 13 lambda =  -0.2669553 
## Iteration 14 lambda =  -0.2670326 
## Iteration 15 lambda =  -0.2670713 
## Iteration 16 lambda =  -0.2670906 
## Iteration 17 lambda =  -0.2671003 
## Iteration 18 lambda =  -0.2671051 
## Iteration 19 lambda =  -0.2671075 
## Iteration 20 lambda =  -0.2671087 
## Iteration 21 lambda =  -0.2671093 
## Iteration 22 lambda =  -0.2671096 
## Iteration 23 lambda =  -0.2671098 
## Iteration 24 lambda =  -0.2671099 
## Iteration 1 lambda =  0.3106294 
## Iteration 2 lambda =  -0.03405595 
## Iteration 3 lambda =  -0.2063986 
## Iteration 4 lambda =  -0.2925699 
## Iteration 5 lambda =  -0.3356556 
## Iteration 6 lambda =  -0.3571984 
## Iteration 7 lambda =  -0.3679699 
## Iteration 8 lambda =  -0.3733556 
## Iteration 9 lambda =  -0.3760484 
## Iteration 10 lambda =  -0.3773948 
## Iteration 11 lambda =  -0.3780681 
## Iteration 12 lambda =  -0.3784047 
## Iteration 13 lambda =  -0.378573 
## Iteration 14 lambda =  -0.3786571 
## Iteration 15 lambda =  -0.3786992 
## Iteration 16 lambda =  -0.3787202 
## Iteration 17 lambda =  -0.3787308 
## Iteration 18 lambda =  -0.378736 
## Iteration 19 lambda =  -0.3787386 
## Iteration 20 lambda =  -0.37874 
## Iteration 21 lambda =  -0.3787406 
## Iteration 22 lambda =  -0.3787409 
## Iteration 23 lambda =  -0.3787411 
## Iteration 24 lambda =  -0.3787412 
## Iteration 1 lambda =  0.3441335 
## Iteration 2 lambda =  0.01620029 
## Iteration 3 lambda =  -0.1477663 
## Iteration 4 lambda =  -0.2297496 
## Iteration 5 lambda =  -0.2707413 
## Iteration 6 lambda =  -0.2912371 
## Iteration 7 lambda =  -0.301485 
## Iteration 8 lambda =  -0.306609 
## Iteration 9 lambda =  -0.309171 
## Iteration 10 lambda =  -0.310452 
## Iteration 11 lambda =  -0.3110925 
## Iteration 12 lambda =  -0.3114127 
## Iteration 13 lambda =  -0.3115728 
## Iteration 14 lambda =  -0.3116529 
## Iteration 15 lambda =  -0.3116929 
## Iteration 16 lambda =  -0.3117129 
## Iteration 17 lambda =  -0.3117229 
## Iteration 18 lambda =  -0.3117279 
## Iteration 19 lambda =  -0.3117304 
## Iteration 20 lambda =  -0.3117317 
## Iteration 21 lambda =  -0.3117323 
## Iteration 22 lambda =  -0.3117326 
## Iteration 23 lambda =  -0.3117328 
## Iteration 24 lambda =  -0.3117329 
## Iteration 1 lambda =  0.3233245 
## Iteration 2 lambda =  -0.01501322 
## Iteration 3 lambda =  -0.1841821 
## Iteration 4 lambda =  -0.2687665 
## Iteration 5 lambda =  -0.3110587 
## Iteration 6 lambda =  -0.3322049 
## Iteration 7 lambda =  -0.3427779 
## Iteration 8 lambda =  -0.3480644 
## Iteration 9 lambda =  -0.3507077 
## Iteration 10 lambda =  -0.3520293 
## Iteration 11 lambda =  -0.3526901 
## Iteration 12 lambda =  -0.3530206 
## Iteration 13 lambda =  -0.3531858 
## Iteration 14 lambda =  -0.3532684 
## Iteration 15 lambda =  -0.3533097 
## Iteration 16 lambda =  -0.3533303 
## Iteration 17 lambda =  -0.3533406 
## Iteration 18 lambda =  -0.3533458 
## Iteration 19 lambda =  -0.3533484 
## Iteration 20 lambda =  -0.3533497 
## Iteration 21 lambda =  -0.3533503 
## Iteration 22 lambda =  -0.3533506 
## Iteration 23 lambda =  -0.3533508 
## Iteration 24 lambda =  -0.3533509 
## Iteration 1 lambda =  0.3748105 
## Iteration 2 lambda =  0.06221577 
## Iteration 3 lambda =  -0.0940816 
## Iteration 4 lambda =  -0.1722303 
## Iteration 5 lambda =  -0.2113046 
## Iteration 6 lambda =  -0.2308418 
## Iteration 7 lambda =  -0.2406104 
## Iteration 8 lambda =  -0.2454947 
## Iteration 9 lambda =  -0.2479368 
## Iteration 10 lambda =  -0.2491579 
## Iteration 11 lambda =  -0.2497684 
## Iteration 12 lambda =  -0.2500737 
## Iteration 13 lambda =  -0.2502263 
## Iteration 14 lambda =  -0.2503027 
## Iteration 15 lambda =  -0.2503408 
## Iteration 16 lambda =  -0.2503599 
## Iteration 17 lambda =  -0.2503694 
## Iteration 18 lambda =  -0.2503742 
## Iteration 19 lambda =  -0.2503766 
## Iteration 20 lambda =  -0.2503778 
## Iteration 21 lambda =  -0.2503784 
## Iteration 22 lambda =  -0.2503787 
## Iteration 23 lambda =  -0.2503788 
## Iteration 24 lambda =  -0.2503789 
## Iteration 1 lambda =  0.3190604 
## Iteration 2 lambda =  -0.02140933 
## Iteration 3 lambda =  -0.1916442 
## Iteration 4 lambda =  -0.2767617 
## Iteration 5 lambda =  -0.3193204 
## Iteration 6 lambda =  -0.3405997 
## Iteration 7 lambda =  -0.3512394 
## Iteration 8 lambda =  -0.3565593 
## Iteration 9 lambda =  -0.3592192 
## Iteration 10 lambda =  -0.3605491 
## Iteration 11 lambda =  -0.3612141 
## Iteration 12 lambda =  -0.3615466 
## Iteration 13 lambda =  -0.3617129 
## Iteration 14 lambda =  -0.361796 
## Iteration 15 lambda =  -0.3618375 
## Iteration 16 lambda =  -0.3618583 
## Iteration 17 lambda =  -0.3618687 
## Iteration 18 lambda =  -0.3618739 
## Iteration 19 lambda =  -0.3618765 
## Iteration 20 lambda =  -0.3618778 
## Iteration 21 lambda =  -0.3618785 
## Iteration 22 lambda =  -0.3618788 
## Iteration 23 lambda =  -0.3618789 
## Iteration 24 lambda =  -0.361879 
## Iteration 1 lambda =  0.3447123 
## Iteration 2 lambda =  0.01706851 
## Iteration 3 lambda =  -0.1467534 
## Iteration 4 lambda =  -0.2286644 
## Iteration 5 lambda =  -0.2696198 
## Iteration 6 lambda =  -0.2900976 
## Iteration 7 lambda =  -0.3003364 
## Iteration 8 lambda =  -0.3054559 
## Iteration 9 lambda =  -0.3080156 
## Iteration 10 lambda =  -0.3092955 
## Iteration 11 lambda =  -0.3099354 
## Iteration 12 lambda =  -0.3102554 
## Iteration 13 lambda =  -0.3104153 
## Iteration 14 lambda =  -0.3104953 
## Iteration 15 lambda =  -0.3105353 
## Iteration 16 lambda =  -0.3105553 
## Iteration 17 lambda =  -0.3105653 
## Iteration 18 lambda =  -0.3105703 
## Iteration 19 lambda =  -0.3105728 
## Iteration 20 lambda =  -0.3105741 
## Iteration 21 lambda =  -0.3105747 
## Iteration 22 lambda =  -0.310575 
## Iteration 23 lambda =  -0.3105752 
## Iteration 24 lambda =  -0.3105752 
## Iteration 1 lambda =  0.3557611 
## Iteration 2 lambda =  0.03364169 
## Iteration 3 lambda =  -0.127418 
## Iteration 4 lambda =  -0.2079479 
## Iteration 5 lambda =  -0.2482128 
## Iteration 6 lambda =  -0.2683453 
## Iteration 7 lambda =  -0.2784115 
## Iteration 8 lambda =  -0.2834446 
## Iteration 9 lambda =  -0.2859612 
## Iteration 10 lambda =  -0.2872195 
## Iteration 11 lambda =  -0.2878486 
## Iteration 12 lambda =  -0.2881632 
## Iteration 13 lambda =  -0.2883205 
## Iteration 14 lambda =  -0.2883991 
## Iteration 15 lambda =  -0.2884384 
## Iteration 16 lambda =  -0.2884581 
## Iteration 17 lambda =  -0.2884679 
## Iteration 18 lambda =  -0.2884728 
## Iteration 19 lambda =  -0.2884753 
## Iteration 20 lambda =  -0.2884765 
## Iteration 21 lambda =  -0.2884771 
## Iteration 22 lambda =  -0.2884774 
## Iteration 23 lambda =  -0.2884776 
## Iteration 24 lambda =  -0.2884777 
## Iteration 1 lambda =  0.3032666 
## Iteration 2 lambda =  -0.04510006 
## Iteration 3 lambda =  -0.2192834 
## Iteration 4 lambda =  -0.3063751 
## Iteration 5 lambda =  -0.3499209 
## Iteration 6 lambda =  -0.3716938 
## Iteration 7 lambda =  -0.3825803 
## Iteration 8 lambda =  -0.3880235 
## Iteration 9 lambda =  -0.3907451 
## Iteration 10 lambda =  -0.3921059 
## Iteration 11 lambda =  -0.3927863 
## Iteration 12 lambda =  -0.3931265 
## Iteration 13 lambda =  -0.3932966 
## Iteration 14 lambda =  -0.3933817 
## Iteration 15 lambda =  -0.3934242 
## Iteration 16 lambda =  -0.3934455 
## Iteration 17 lambda =  -0.3934561 
## Iteration 18 lambda =  -0.3934614 
## Iteration 19 lambda =  -0.3934641 
## Iteration 20 lambda =  -0.3934654 
## Iteration 21 lambda =  -0.3934661 
## Iteration 22 lambda =  -0.3934664 
## Iteration 23 lambda =  -0.3934666 
## Iteration 24 lambda =  -0.3934667 
## Iteration 1 lambda =  0.3301688 
## Iteration 2 lambda =  -0.004746866 
## Iteration 3 lambda =  -0.1722047 
## Iteration 4 lambda =  -0.2559336 
## Iteration 5 lambda =  -0.297798 
## Iteration 6 lambda =  -0.3187303 
## Iteration 7 lambda =  -0.3291964 
## Iteration 8 lambda =  -0.3344294 
## Iteration 9 lambda =  -0.337046 
## Iteration 10 lambda =  -0.3383542 
## Iteration 11 lambda =  -0.3390084 
## Iteration 12 lambda =  -0.3393354 
## Iteration 13 lambda =  -0.339499 
## Iteration 14 lambda =  -0.3395807 
## Iteration 15 lambda =  -0.3396216 
## Iteration 16 lambda =  -0.339642 
## Iteration 17 lambda =  -0.3396523 
## Iteration 18 lambda =  -0.3396574 
## Iteration 19 lambda =  -0.3396599 
## Iteration 20 lambda =  -0.3396612 
## Iteration 21 lambda =  -0.3396618 
## Iteration 22 lambda =  -0.3396622 
## Iteration 23 lambda =  -0.3396623 
## Iteration 24 lambda =  -0.3396624 
## Iteration 1 lambda =  0.3499225 
## Iteration 2 lambda =  0.02488382 
## Iteration 3 lambda =  -0.1376355 
## Iteration 4 lambda =  -0.2188952 
## Iteration 5 lambda =  -0.2595251 
## Iteration 6 lambda =  -0.27984 
## Iteration 7 lambda =  -0.2899974 
## Iteration 8 lambda =  -0.2950762 
## Iteration 9 lambda =  -0.2976155 
## Iteration 10 lambda =  -0.2988852 
## Iteration 11 lambda =  -0.2995201 
## Iteration 12 lambda =  -0.2998375 
## Iteration 13 lambda =  -0.2999962 
## Iteration 14 lambda =  -0.3000755 
## Iteration 15 lambda =  -0.3001152 
## Iteration 16 lambda =  -0.3001351 
## Iteration 17 lambda =  -0.300145 
## Iteration 18 lambda =  -0.3001499 
## Iteration 19 lambda =  -0.3001524 
## Iteration 20 lambda =  -0.3001537 
## Iteration 21 lambda =  -0.3001543 
## Iteration 22 lambda =  -0.3001546 
## Iteration 23 lambda =  -0.3001547 
## Iteration 24 lambda =  -0.3001548 
## Iteration 1 lambda =  0.3357438 
## Iteration 2 lambda =  0.003615691 
## Iteration 3 lambda =  -0.1624484 
## Iteration 4 lambda =  -0.2454804 
## Iteration 5 lambda =  -0.2869964 
## Iteration 6 lambda =  -0.3077544 
## Iteration 7 lambda =  -0.3181334 
## Iteration 8 lambda =  -0.3233229 
## Iteration 9 lambda =  -0.3259177 
## Iteration 10 lambda =  -0.327215 
## Iteration 11 lambda =  -0.3278637 
## Iteration 12 lambda =  -0.3281881 
## Iteration 13 lambda =  -0.3283502 
## Iteration 14 lambda =  -0.3284313 
## Iteration 15 lambda =  -0.3284719 
## Iteration 16 lambda =  -0.3284921 
## Iteration 17 lambda =  -0.3285023 
## Iteration 18 lambda =  -0.3285073 
## Iteration 19 lambda =  -0.3285099 
## Iteration 20 lambda =  -0.3285111 
## Iteration 21 lambda =  -0.3285118 
## Iteration 22 lambda =  -0.3285121 
## Iteration 23 lambda =  -0.3285123 
## Iteration 24 lambda =  -0.3285123 
## Iteration 1 lambda =  0.34169 
## Iteration 2 lambda =  0.01253494 
## Iteration 3 lambda =  -0.1520426 
## Iteration 4 lambda =  -0.2343313 
## Iteration 5 lambda =  -0.2754757 
## Iteration 6 lambda =  -0.2960479 
## Iteration 7 lambda =  -0.306334 
## Iteration 8 lambda =  -0.311477 
## Iteration 9 lambda =  -0.3140486 
## Iteration 10 lambda =  -0.3153343 
## Iteration 11 lambda =  -0.3159772 
## Iteration 12 lambda =  -0.3162986 
## Iteration 13 lambda =  -0.3164594 
## Iteration 14 lambda =  -0.3165397 
## Iteration 15 lambda =  -0.3165799 
## Iteration 16 lambda =  -0.3166 
## Iteration 17 lambda =  -0.31661 
## Iteration 18 lambda =  -0.3166151 
## Iteration 19 lambda =  -0.3166176 
## Iteration 20 lambda =  -0.3166188 
## Iteration 21 lambda =  -0.3166195 
## Iteration 22 lambda =  -0.3166198 
## Iteration 23 lambda =  -0.3166199 
## Iteration 24 lambda =  -0.31662 
## Iteration 1 lambda =  0.3675267 
## Iteration 2 lambda =  0.05128999 
## Iteration 3 lambda =  -0.1068283 
## Iteration 4 lambda =  -0.1858875 
## Iteration 5 lambda =  -0.2254171 
## Iteration 6 lambda =  -0.2451819 
## Iteration 7 lambda =  -0.2550643 
## Iteration 8 lambda =  -0.2600055 
## Iteration 9 lambda =  -0.2624761 
## Iteration 10 lambda =  -0.2637114 
## Iteration 11 lambda =  -0.264329 
## Iteration 12 lambda =  -0.2646379 
## Iteration 13 lambda =  -0.2647923 
## Iteration 14 lambda =  -0.2648695 
## Iteration 15 lambda =  -0.2649081 
## Iteration 16 lambda =  -0.2649274 
## Iteration 17 lambda =  -0.264937 
## Iteration 18 lambda =  -0.2649419 
## Iteration 19 lambda =  -0.2649443 
## Iteration 20 lambda =  -0.2649455 
## Iteration 21 lambda =  -0.2649461 
## Iteration 22 lambda =  -0.2649464 
## Iteration 23 lambda =  -0.2649465 
## Iteration 24 lambda =  -0.2649466 
## Iteration 1 lambda =  0.3899584 
## Iteration 2 lambda =  0.08493755 
## Iteration 3 lambda =  -0.06757285 
## Iteration 4 lambda =  -0.1438281 
## Iteration 5 lambda =  -0.1819557 
## Iteration 6 lambda =  -0.2010195 
## Iteration 7 lambda =  -0.2105514 
## Iteration 8 lambda =  -0.2153173 
## Iteration 9 lambda =  -0.2177003 
## Iteration 10 lambda =  -0.2188918 
## Iteration 11 lambda =  -0.2194875 
## Iteration 12 lambda =  -0.2197854 
## Iteration 13 lambda =  -0.2199343 
## Iteration 14 lambda =  -0.2200088 
## Iteration 15 lambda =  -0.220046 
## Iteration 16 lambda =  -0.2200646 
## Iteration 17 lambda =  -0.220074 
## Iteration 18 lambda =  -0.2200786 
## Iteration 19 lambda =  -0.2200809 
## Iteration 20 lambda =  -0.2200821 
## Iteration 21 lambda =  -0.2200827 
## Iteration 22 lambda =  -0.220083 
## Iteration 23 lambda =  -0.2200831 
## Iteration 24 lambda =  -0.2200832 
## Iteration 1 lambda =  0.3010208 
## Iteration 2 lambda =  -0.04846873 
## Iteration 3 lambda =  -0.2232135 
## Iteration 4 lambda =  -0.3105859 
## Iteration 5 lambda =  -0.3542721 
## Iteration 6 lambda =  -0.3761152 
## Iteration 7 lambda =  -0.3870368 
## Iteration 8 lambda =  -0.3924975 
## Iteration 9 lambda =  -0.3952279 
## Iteration 10 lambda =  -0.3965931 
## Iteration 11 lambda =  -0.3972757 
## Iteration 12 lambda =  -0.397617 
## Iteration 13 lambda =  -0.3977877 
## Iteration 14 lambda =  -0.397873 
## Iteration 15 lambda =  -0.3979156 
## Iteration 16 lambda =  -0.397937 
## Iteration 17 lambda =  -0.3979476 
## Iteration 18 lambda =  -0.397953 
## Iteration 19 lambda =  -0.3979556 
## Iteration 20 lambda =  -0.397957 
## Iteration 21 lambda =  -0.3979576 
## Iteration 22 lambda =  -0.397958 
## Iteration 23 lambda =  -0.3979581 
## Iteration 24 lambda =  -0.3979582 
## Iteration 1 lambda =  0.1696193 
## Iteration 2 lambda =  -0.2455711 
## Iteration 3 lambda =  -0.4531663 
## Iteration 4 lambda =  -0.5569639 
## Iteration 5 lambda =  -0.6088627 
## Iteration 6 lambda =  -0.6348121 
## Iteration 7 lambda =  -0.6477868 
## Iteration 8 lambda =  -0.6542741 
## Iteration 9 lambda =  -0.6575178 
## Iteration 10 lambda =  -0.6591397 
## Iteration 11 lambda =  -0.6599506 
## Iteration 12 lambda =  -0.660356 
## Iteration 13 lambda =  -0.6605588 
## Iteration 14 lambda =  -0.6606601 
## Iteration 15 lambda =  -0.6607108 
## Iteration 16 lambda =  -0.6607361 
## Iteration 17 lambda =  -0.6607488 
## Iteration 18 lambda =  -0.6607552 
## Iteration 19 lambda =  -0.6607583 
## Iteration 20 lambda =  -0.6607599 
## Iteration 21 lambda =  -0.6607607 
## Iteration 22 lambda =  -0.6607611 
## Iteration 23 lambda =  -0.6607613 
## Iteration 24 lambda =  -0.6607614 
## Iteration 1 lambda =  0.2678464 
## Iteration 2 lambda =  -0.09823042 
## Iteration 3 lambda =  -0.2812688 
## Iteration 4 lambda =  -0.372788 
## Iteration 5 lambda =  -0.4185476 
## Iteration 6 lambda =  -0.4414274 
## Iteration 7 lambda =  -0.4528673 
## Iteration 8 lambda =  -0.4585873 
## Iteration 9 lambda =  -0.4614473 
## Iteration 10 lambda =  -0.4628772 
## Iteration 11 lambda =  -0.4635922 
## Iteration 12 lambda =  -0.4639497 
## Iteration 13 lambda =  -0.4641285 
## Iteration 14 lambda =  -0.4642179 
## Iteration 15 lambda =  -0.4642625 
## Iteration 16 lambda =  -0.4642849 
## Iteration 17 lambda =  -0.4642961 
## Iteration 18 lambda =  -0.4643016 
## Iteration 19 lambda =  -0.4643044 
## Iteration 20 lambda =  -0.4643058 
## Iteration 21 lambda =  -0.4643065 
## Iteration 22 lambda =  -0.4643069 
## Iteration 23 lambda =  -0.4643071 
## Iteration 24 lambda =  -0.4643071 
## Iteration 1 lambda =  0.2898824 
## Iteration 2 lambda =  -0.06517637 
## Iteration 3 lambda =  -0.2427058 
## Iteration 4 lambda =  -0.3314705 
## Iteration 5 lambda =  -0.3758528 
## Iteration 6 lambda =  -0.398044 
## Iteration 7 lambda =  -0.4091396 
## Iteration 8 lambda =  -0.4146874 
## Iteration 9 lambda =  -0.4174613 
## Iteration 10 lambda =  -0.4188482 
## Iteration 11 lambda =  -0.4195417 
## Iteration 12 lambda =  -0.4198884 
## Iteration 13 lambda =  -0.4200618 
## Iteration 14 lambda =  -0.4201485 
## Iteration 15 lambda =  -0.4201918 
## Iteration 16 lambda =  -0.4202135 
## Iteration 17 lambda =  -0.4202243 
## Iteration 18 lambda =  -0.4202297 
## Iteration 19 lambda =  -0.4202324 
## Iteration 20 lambda =  -0.4202338 
## Iteration 21 lambda =  -0.4202345 
## Iteration 22 lambda =  -0.4202348 
## Iteration 23 lambda =  -0.420235 
## Iteration 24 lambda =  -0.4202351 
## Iteration 1 lambda =  0.3521248 
## Iteration 2 lambda =  0.02818713 
## Iteration 3 lambda =  -0.1337817 
## Iteration 4 lambda =  -0.2147661 
## Iteration 5 lambda =  -0.2552583 
## Iteration 6 lambda =  -0.2755044 
## Iteration 7 lambda =  -0.2856274 
## Iteration 8 lambda =  -0.290689 
## Iteration 9 lambda =  -0.2932197 
## Iteration 10 lambda =  -0.2944851 
## Iteration 11 lambda =  -0.2951178 
## Iteration 12 lambda =  -0.2954341 
## Iteration 13 lambda =  -0.2955923 
## Iteration 14 lambda =  -0.2956714 
## Iteration 15 lambda =  -0.2957109 
## Iteration 16 lambda =  -0.2957307 
## Iteration 17 lambda =  -0.2957406 
## Iteration 18 lambda =  -0.2957455 
## Iteration 19 lambda =  -0.295748 
## Iteration 20 lambda =  -0.2957493 
## Iteration 21 lambda =  -0.2957499 
## Iteration 22 lambda =  -0.2957502 
## Iteration 23 lambda =  -0.2957503 
## Iteration 24 lambda =  -0.2957504 
## Iteration 1 lambda =  0.3441915 
## Iteration 2 lambda =  0.01628729 
## Iteration 3 lambda =  -0.1476648 
## Iteration 4 lambda =  -0.2296409 
## Iteration 5 lambda =  -0.2706289 
## Iteration 6 lambda =  -0.2911229 
## Iteration 7 lambda =  -0.3013699 
## Iteration 8 lambda =  -0.3064934 
## Iteration 9 lambda =  -0.3090552 
## Iteration 10 lambda =  -0.3103361 
## Iteration 11 lambda =  -0.3109765 
## Iteration 12 lambda =  -0.3112967 
## Iteration 13 lambda =  -0.3114568 
## Iteration 14 lambda =  -0.3115369 
## Iteration 15 lambda =  -0.3115769 
## Iteration 16 lambda =  -0.3115969 
## Iteration 17 lambda =  -0.3116069 
## Iteration 18 lambda =  -0.3116119 
## Iteration 19 lambda =  -0.3116144 
## Iteration 20 lambda =  -0.3116157 
## Iteration 21 lambda =  -0.3116163 
## Iteration 22 lambda =  -0.3116166 
## Iteration 23 lambda =  -0.3116168 
## Iteration 24 lambda =  -0.3116169 
## Iteration 1 lambda =  0.2831319 
## Iteration 2 lambda =  -0.07530222 
## Iteration 3 lambda =  -0.2545193 
## Iteration 4 lambda =  -0.3441278 
## Iteration 5 lambda =  -0.388932 
## Iteration 6 lambda =  -0.4113342 
## Iteration 7 lambda =  -0.4225352 
## Iteration 8 lambda =  -0.4281358 
## Iteration 9 lambda =  -0.430936 
## Iteration 10 lambda =  -0.4323362 
## Iteration 11 lambda =  -0.4330362 
## Iteration 12 lambda =  -0.4333863 
## Iteration 13 lambda =  -0.4335613 
## Iteration 14 lambda =  -0.4336488 
## Iteration 15 lambda =  -0.4336925 
## Iteration 16 lambda =  -0.4337144 
## Iteration 17 lambda =  -0.4337254 
## Iteration 18 lambda =  -0.4337308 
## Iteration 19 lambda =  -0.4337336 
## Iteration 20 lambda =  -0.4337349 
## Iteration 21 lambda =  -0.4337356 
## Iteration 22 lambda =  -0.433736 
## Iteration 23 lambda =  -0.4337361 
## Iteration 24 lambda =  -0.4337362 
## Iteration 1 lambda =  0.3671543 
## Iteration 2 lambda =  0.0507314 
## Iteration 3 lambda =  -0.10748 
## Iteration 4 lambda =  -0.1865858 
## Iteration 5 lambda =  -0.2261386 
## Iteration 6 lambda =  -0.245915 
## Iteration 7 lambda =  -0.2558033 
## Iteration 8 lambda =  -0.2607474 
## Iteration 9 lambda =  -0.2632194 
## Iteration 10 lambda =  -0.2644554 
## Iteration 11 lambda =  -0.2650735 
## Iteration 12 lambda =  -0.2653825 
## Iteration 13 lambda =  -0.265537 
## Iteration 14 lambda =  -0.2656142 
## Iteration 15 lambda =  -0.2656528 
## Iteration 16 lambda =  -0.2656722 
## Iteration 17 lambda =  -0.2656818 
## Iteration 18 lambda =  -0.2656866 
## Iteration 19 lambda =  -0.2656891 
## Iteration 20 lambda =  -0.2656903 
## Iteration 21 lambda =  -0.2656909 
## Iteration 22 lambda =  -0.2656912 
## Iteration 23 lambda =  -0.2656913 
## Iteration 24 lambda =  -0.2656914 
## Iteration 1 lambda =  0.2699896 
## Iteration 2 lambda =  -0.09501564 
## Iteration 3 lambda =  -0.2775182 
## Iteration 4 lambda =  -0.3687696 
## Iteration 5 lambda =  -0.4143952 
## Iteration 6 lambda =  -0.437208 
## Iteration 7 lambda =  -0.4486144 
## Iteration 8 lambda =  -0.4543176 
## Iteration 9 lambda =  -0.4571693 
## Iteration 10 lambda =  -0.4585951 
## Iteration 11 lambda =  -0.459308 
## Iteration 12 lambda =  -0.4596644 
## Iteration 13 lambda =  -0.4598426 
## Iteration 14 lambda =  -0.4599317 
## Iteration 15 lambda =  -0.4599763 
## Iteration 16 lambda =  -0.4599986 
## Iteration 17 lambda =  -0.4600097 
## Iteration 18 lambda =  -0.4600153 
## Iteration 19 lambda =  -0.4600181 
## Iteration 20 lambda =  -0.4600195 
## Iteration 21 lambda =  -0.4600202 
## Iteration 22 lambda =  -0.4600205 
## Iteration 23 lambda =  -0.4600207 
## Iteration 24 lambda =  -0.4600208 
## Iteration 1 lambda =  0.3099962 
## Iteration 2 lambda =  -0.03500574 
## Iteration 3 lambda =  -0.2075067 
## Iteration 4 lambda =  -0.2937572 
## Iteration 5 lambda =  -0.3368824 
## Iteration 6 lambda =  -0.358445 
## Iteration 7 lambda =  -0.3692263 
## Iteration 8 lambda =  -0.374617 
## Iteration 9 lambda =  -0.3773123 
## Iteration 10 lambda =  -0.37866 
## Iteration 11 lambda =  -0.3793338 
## Iteration 12 lambda =  -0.3796707 
## Iteration 13 lambda =  -0.3798392 
## Iteration 14 lambda =  -0.3799234 
## Iteration 15 lambda =  -0.3799655 
## Iteration 16 lambda =  -0.3799866 
## Iteration 17 lambda =  -0.3799971 
## Iteration 18 lambda =  -0.3800024 
## Iteration 19 lambda =  -0.380005 
## Iteration 20 lambda =  -0.3800063 
## Iteration 21 lambda =  -0.380007 
## Iteration 22 lambda =  -0.3800073 
## Iteration 23 lambda =  -0.3800075 
## Iteration 24 lambda =  -0.3800076 
## Iteration 1 lambda =  0.3286968 
## Iteration 2 lambda =  -0.006954769 
## Iteration 3 lambda =  -0.1747806 
## Iteration 4 lambda =  -0.2586935 
## Iteration 5 lambda =  -0.3006499 
## Iteration 6 lambda =  -0.3216281 
## Iteration 7 lambda =  -0.3321172 
## Iteration 8 lambda =  -0.3373618 
## Iteration 9 lambda =  -0.3399841 
## Iteration 10 lambda =  -0.3412952 
## Iteration 11 lambda =  -0.3419508 
## Iteration 12 lambda =  -0.3422786 
## Iteration 13 lambda =  -0.3424425 
## Iteration 14 lambda =  -0.3425244 
## Iteration 15 lambda =  -0.3425654 
## Iteration 16 lambda =  -0.3425859 
## Iteration 17 lambda =  -0.3425961 
## Iteration 18 lambda =  -0.3426012 
## Iteration 19 lambda =  -0.3426038 
## Iteration 20 lambda =  -0.3426051 
## Iteration 21 lambda =  -0.3426057 
## Iteration 22 lambda =  -0.342606 
## Iteration 23 lambda =  -0.3426062 
## Iteration 24 lambda =  -0.3426063 
## Iteration 1 lambda =  0.3620768 
## Iteration 2 lambda =  0.0431152 
## Iteration 3 lambda =  -0.1163656 
## Iteration 4 lambda =  -0.196106 
## Iteration 5 lambda =  -0.2359762 
## Iteration 6 lambda =  -0.2559113 
## Iteration 7 lambda =  -0.2658788 
## Iteration 8 lambda =  -0.2708626 
## Iteration 9 lambda =  -0.2733545 
## Iteration 10 lambda =  -0.2746005 
## Iteration 11 lambda =  -0.2752234 
## Iteration 12 lambda =  -0.2755349 
## Iteration 13 lambda =  -0.2756907 
## Iteration 14 lambda =  -0.2757685 
## Iteration 15 lambda =  -0.2758075 
## Iteration 16 lambda =  -0.2758269 
## Iteration 17 lambda =  -0.2758367 
## Iteration 18 lambda =  -0.2758415 
## Iteration 19 lambda =  -0.275844 
## Iteration 20 lambda =  -0.2758452 
## Iteration 21 lambda =  -0.2758458 
## Iteration 22 lambda =  -0.2758461 
## Iteration 23 lambda =  -0.2758462 
## Iteration 24 lambda =  -0.2758463 
## Iteration 1 lambda =  0.2341696 
## Iteration 2 lambda =  -0.1487456 
## Iteration 3 lambda =  -0.3402033 
## Iteration 4 lambda =  -0.4359321 
## Iteration 5 lambda =  -0.4837965 
## Iteration 6 lambda =  -0.5077287 
## Iteration 7 lambda =  -0.5196948 
## Iteration 8 lambda =  -0.5256778 
## Iteration 9 lambda =  -0.5286693 
## Iteration 10 lambda =  -0.5301651 
## Iteration 11 lambda =  -0.530913 
## Iteration 12 lambda =  -0.5312869 
## Iteration 13 lambda =  -0.5314739 
## Iteration 14 lambda =  -0.5315674 
## Iteration 15 lambda =  -0.5316141 
## Iteration 16 lambda =  -0.5316375 
## Iteration 17 lambda =  -0.5316492 
## Iteration 18 lambda =  -0.531655 
## Iteration 19 lambda =  -0.5316579 
## Iteration 20 lambda =  -0.5316594 
## Iteration 21 lambda =  -0.5316601 
## Iteration 22 lambda =  -0.5316605 
## Iteration 23 lambda =  -0.5316607 
## Iteration 24 lambda =  -0.5316608 
## Iteration 1 lambda =  0.3349342 
## Iteration 2 lambda =  0.002401332 
## Iteration 3 lambda =  -0.1638651 
## Iteration 4 lambda =  -0.2469983 
## Iteration 5 lambda =  -0.2885649 
## Iteration 6 lambda =  -0.3093483 
## Iteration 7 lambda =  -0.3197399 
## Iteration 8 lambda =  -0.3249357 
## Iteration 9 lambda =  -0.3275336 
## Iteration 10 lambda =  -0.3288326 
## Iteration 11 lambda =  -0.3294821 
## Iteration 12 lambda =  -0.3298068 
## Iteration 13 lambda =  -0.3299692 
## Iteration 14 lambda =  -0.3300504 
## Iteration 15 lambda =  -0.330091 
## Iteration 16 lambda =  -0.3301113 
## Iteration 17 lambda =  -0.3301214 
## Iteration 18 lambda =  -0.3301265 
## Iteration 19 lambda =  -0.330129 
## Iteration 20 lambda =  -0.3301303 
## Iteration 21 lambda =  -0.3301309 
## Iteration 22 lambda =  -0.3301312 
## Iteration 23 lambda =  -0.3301314 
## Iteration 24 lambda =  -0.3301315 
## Iteration 1 lambda =  0.2338531 
## Iteration 2 lambda =  -0.1492203 
## Iteration 3 lambda =  -0.340757 
## Iteration 4 lambda =  -0.4365254 
## Iteration 5 lambda =  -0.4844095 
## Iteration 6 lambda =  -0.5083516 
## Iteration 7 lambda =  -0.5203227 
## Iteration 8 lambda =  -0.5263082 
## Iteration 9 lambda =  -0.5293009 
## Iteration 10 lambda =  -0.5307973 
## Iteration 11 lambda =  -0.5315455 
## Iteration 12 lambda =  -0.5319196 
## Iteration 13 lambda =  -0.5321067 
## Iteration 14 lambda =  -0.5322002 
## Iteration 15 lambda =  -0.5322469 
## Iteration 16 lambda =  -0.5322703 
## Iteration 17 lambda =  -0.532282 
## Iteration 18 lambda =  -0.5322879 
## Iteration 19 lambda =  -0.5322908 
## Iteration 20 lambda =  -0.5322922 
## Iteration 21 lambda =  -0.532293 
## Iteration 22 lambda =  -0.5322933 
## Iteration 23 lambda =  -0.5322935 
## Iteration 24 lambda =  -0.5322936 
## Iteration 1 lambda =  0.234999 
## Iteration 2 lambda =  -0.1475015 
## Iteration 3 lambda =  -0.3387518 
## Iteration 4 lambda =  -0.4343769 
## Iteration 5 lambda =  -0.4821895 
## Iteration 6 lambda =  -0.5060957 
## Iteration 7 lambda =  -0.5180489 
## Iteration 8 lambda =  -0.5240254 
## Iteration 9 lambda =  -0.5270137 
## Iteration 10 lambda =  -0.5285079 
## Iteration 11 lambda =  -0.5292549 
## Iteration 12 lambda =  -0.5296285 
## Iteration 13 lambda =  -0.5298152 
## Iteration 14 lambda =  -0.5299086 
## Iteration 15 lambda =  -0.5299553 
## Iteration 16 lambda =  -0.5299787 
## Iteration 17 lambda =  -0.5299903 
## Iteration 18 lambda =  -0.5299962 
## Iteration 19 lambda =  -0.5299991 
## Iteration 20 lambda =  -0.5300006 
## Iteration 21 lambda =  -0.5300013 
## Iteration 22 lambda =  -0.5300017 
## Iteration 23 lambda =  -0.5300018 
## Iteration 24 lambda =  -0.5300019 
## Iteration 1 lambda =  0.2436569 
## Iteration 2 lambda =  -0.1345147 
## Iteration 3 lambda =  -0.3236004 
## Iteration 4 lambda =  -0.4181433 
## Iteration 5 lambda =  -0.4654148 
## Iteration 6 lambda =  -0.4890505 
## Iteration 7 lambda =  -0.5008684 
## Iteration 8 lambda =  -0.5067773 
## Iteration 9 lambda =  -0.5097318 
## Iteration 10 lambda =  -0.511209 
## Iteration 11 lambda =  -0.5119476 
## Iteration 12 lambda =  -0.5123169 
## Iteration 13 lambda =  -0.5125016 
## Iteration 14 lambda =  -0.5125939 
## Iteration 15 lambda =  -0.5126401 
## Iteration 16 lambda =  -0.5126631 
## Iteration 17 lambda =  -0.5126747 
## Iteration 18 lambda =  -0.5126805 
## Iteration 19 lambda =  -0.5126833 
## Iteration 20 lambda =  -0.5126848 
## Iteration 21 lambda =  -0.5126855 
## Iteration 22 lambda =  -0.5126859 
## Iteration 23 lambda =  -0.512686 
## Iteration 24 lambda =  -0.5126861 
## Iteration 1 lambda =  0.3305157 
## Iteration 2 lambda =  -0.004226454 
## Iteration 3 lambda =  -0.1715975 
## Iteration 4 lambda =  -0.2552831 
## Iteration 5 lambda =  -0.2971258 
## Iteration 6 lambda =  -0.3180472 
## Iteration 7 lambda =  -0.3285079 
## Iteration 8 lambda =  -0.3337383 
## Iteration 9 lambda =  -0.3363534 
## Iteration 10 lambda =  -0.337661 
## Iteration 11 lambda =  -0.3383148 
## Iteration 12 lambda =  -0.3386417 
## Iteration 13 lambda =  -0.3388052 
## Iteration 14 lambda =  -0.3388869 
## Iteration 15 lambda =  -0.3389277 
## Iteration 16 lambda =  -0.3389482 
## Iteration 17 lambda =  -0.3389584 
## Iteration 18 lambda =  -0.3389635 
## Iteration 19 lambda =  -0.3389661 
## Iteration 20 lambda =  -0.3389673 
## Iteration 21 lambda =  -0.338968 
## Iteration 22 lambda =  -0.3389683 
## Iteration 23 lambda =  -0.3389684 
## Iteration 24 lambda =  -0.3389685 
## Iteration 1 lambda =  0.2987947 
## Iteration 2 lambda =  -0.05180792 
## Iteration 3 lambda =  -0.2271092 
## Iteration 4 lambda =  -0.3147599 
## Iteration 5 lambda =  -0.3585852 
## Iteration 6 lambda =  -0.3804979 
## Iteration 7 lambda =  -0.3914542 
## Iteration 8 lambda =  -0.3969324 
## Iteration 9 lambda =  -0.3996715 
## Iteration 10 lambda =  -0.401041 
## Iteration 11 lambda =  -0.4017258 
## Iteration 12 lambda =  -0.4020682 
## Iteration 13 lambda =  -0.4022394 
## Iteration 14 lambda =  -0.402325 
## Iteration 15 lambda =  -0.4023678 
## Iteration 16 lambda =  -0.4023892 
## Iteration 17 lambda =  -0.4023999 
## Iteration 18 lambda =  -0.4024052 
## Iteration 19 lambda =  -0.4024079 
## Iteration 20 lambda =  -0.4024092 
## Iteration 21 lambda =  -0.4024099 
## Iteration 22 lambda =  -0.4024102 
## Iteration 23 lambda =  -0.4024104 
## Iteration 24 lambda =  -0.4024105 
## Iteration 1 lambda =  0.3832134 
## Iteration 2 lambda =  0.0748201 
## Iteration 3 lambda =  -0.07937655 
## Iteration 4 lambda =  -0.1564749 
## Iteration 5 lambda =  -0.195024 
## Iteration 6 lambda =  -0.2142986 
## Iteration 7 lambda =  -0.2239359 
## Iteration 8 lambda =  -0.2287546 
## Iteration 9 lambda =  -0.2311639 
## Iteration 10 lambda =  -0.2323685 
## Iteration 11 lambda =  -0.2329709 
## Iteration 12 lambda =  -0.233272 
## Iteration 13 lambda =  -0.2334226 
## Iteration 14 lambda =  -0.2334979 
## Iteration 15 lambda =  -0.2335356 
## Iteration 16 lambda =  -0.2335544 
## Iteration 17 lambda =  -0.2335638 
## Iteration 18 lambda =  -0.2335685 
## Iteration 19 lambda =  -0.2335709 
## Iteration 20 lambda =  -0.233572 
## Iteration 21 lambda =  -0.2335726 
## Iteration 22 lambda =  -0.2335729 
## Iteration 23 lambda =  -0.2335731 
## Iteration 24 lambda =  -0.2335731 
## Iteration 1 lambda =  0.3113284 
## Iteration 2 lambda =  -0.03300737 
## Iteration 3 lambda =  -0.2051753 
## Iteration 4 lambda =  -0.2912592 
## Iteration 5 lambda =  -0.3343012 
## Iteration 6 lambda =  -0.3558222 
## Iteration 7 lambda =  -0.3665827 
## Iteration 8 lambda =  -0.3719629 
## Iteration 9 lambda =  -0.374653 
## Iteration 10 lambda =  -0.3759981 
## Iteration 11 lambda =  -0.3766706 
## Iteration 12 lambda =  -0.3770069 
## Iteration 13 lambda =  -0.377175 
## Iteration 14 lambda =  -0.3772591 
## Iteration 15 lambda =  -0.3773011 
## Iteration 16 lambda =  -0.3773221 
## Iteration 17 lambda =  -0.3773327 
## Iteration 18 lambda =  -0.3773379 
## Iteration 19 lambda =  -0.3773405 
## Iteration 20 lambda =  -0.3773419 
## Iteration 21 lambda =  -0.3773425 
## Iteration 22 lambda =  -0.3773428 
## Iteration 23 lambda =  -0.377343 
## Iteration 24 lambda =  -0.3773431 
## Iteration 1 lambda =  0.3430039 
## Iteration 2 lambda =  0.01450579 
## Iteration 3 lambda =  -0.1497432 
## Iteration 4 lambda =  -0.2318678 
## Iteration 5 lambda =  -0.27293 
## Iteration 6 lambda =  -0.2934611 
## Iteration 7 lambda =  -0.3037267 
## Iteration 8 lambda =  -0.3088595 
## Iteration 9 lambda =  -0.3114259 
## Iteration 10 lambda =  -0.3127091 
## Iteration 11 lambda =  -0.3133507 
## Iteration 12 lambda =  -0.3136715 
## Iteration 13 lambda =  -0.3138319 
## Iteration 14 lambda =  -0.3139121 
## Iteration 15 lambda =  -0.3139522 
## Iteration 16 lambda =  -0.3139722 
## Iteration 17 lambda =  -0.3139822 
## Iteration 18 lambda =  -0.3139873 
## Iteration 19 lambda =  -0.3139898 
## Iteration 20 lambda =  -0.313991 
## Iteration 21 lambda =  -0.3139916 
## Iteration 22 lambda =  -0.313992 
## Iteration 23 lambda =  -0.3139921 
## Iteration 24 lambda =  -0.3139922 
## Iteration 1 lambda =  0.2234878 
## Iteration 2 lambda =  -0.1647683 
## Iteration 3 lambda =  -0.3588964 
## Iteration 4 lambda =  -0.4559604 
## Iteration 5 lambda =  -0.5044924 
## Iteration 6 lambda =  -0.5287584 
## Iteration 7 lambda =  -0.5408914 
## Iteration 8 lambda =  -0.5469579 
## Iteration 9 lambda =  -0.5499912 
## Iteration 10 lambda =  -0.5515078 
## Iteration 11 lambda =  -0.5522661 
## Iteration 12 lambda =  -0.5526453 
## Iteration 13 lambda =  -0.5528348 
## Iteration 14 lambda =  -0.5529296 
## Iteration 15 lambda =  -0.552977 
## Iteration 16 lambda =  -0.5530007 
## Iteration 17 lambda =  -0.5530126 
## Iteration 18 lambda =  -0.5530185 
## Iteration 19 lambda =  -0.5530215 
## Iteration 20 lambda =  -0.5530229 
## Iteration 21 lambda =  -0.5530237 
## Iteration 22 lambda =  -0.553024 
## Iteration 23 lambda =  -0.5530242 
## Iteration 24 lambda =  -0.5530243 
## Iteration 1 lambda =  0.3115742 
## Iteration 2 lambda =  -0.03263865 
## Iteration 3 lambda =  -0.2047451 
## Iteration 4 lambda =  -0.2907983 
## Iteration 5 lambda =  -0.3338249 
## Iteration 6 lambda =  -0.3553382 
## Iteration 7 lambda =  -0.3660949 
## Iteration 8 lambda =  -0.3714732 
## Iteration 9 lambda =  -0.3741624 
## Iteration 10 lambda =  -0.3755069 
## Iteration 11 lambda =  -0.3761792 
## Iteration 12 lambda =  -0.3765154 
## Iteration 13 lambda =  -0.3766835 
## Iteration 14 lambda =  -0.3767675 
## Iteration 15 lambda =  -0.3768095 
## Iteration 16 lambda =  -0.3768305 
## Iteration 17 lambda =  -0.376841 
## Iteration 18 lambda =  -0.3768463 
## Iteration 19 lambda =  -0.3768489 
## Iteration 20 lambda =  -0.3768502 
## Iteration 21 lambda =  -0.3768509 
## Iteration 22 lambda =  -0.3768512 
## Iteration 23 lambda =  -0.3768514 
## Iteration 24 lambda =  -0.3768514 
## Iteration 1 lambda =  0.3589947 
## Iteration 2 lambda =  0.0384921 
## Iteration 3 lambda =  -0.1217592 
## Iteration 4 lambda =  -0.2018849 
## Iteration 5 lambda =  -0.2419477 
## Iteration 6 lambda =  -0.2619791 
## Iteration 7 lambda =  -0.2719948 
## Iteration 8 lambda =  -0.2770027 
## Iteration 9 lambda =  -0.2795066 
## Iteration 10 lambda =  -0.2807586 
## Iteration 11 lambda =  -0.2813845 
## Iteration 12 lambda =  -0.2816975 
## Iteration 13 lambda =  -0.281854 
## Iteration 14 lambda =  -0.2819323 
## Iteration 15 lambda =  -0.2819714 
## Iteration 16 lambda =  -0.281991 
## Iteration 17 lambda =  -0.2820008 
## Iteration 18 lambda =  -0.2820056 
## Iteration 19 lambda =  -0.2820081 
## Iteration 20 lambda =  -0.2820093 
## Iteration 21 lambda =  -0.2820099 
## Iteration 22 lambda =  -0.2820102 
## Iteration 23 lambda =  -0.2820104 
## Iteration 24 lambda =  -0.2820105 
## Iteration 1 lambda =  0.3322888 
## Iteration 2 lambda =  -0.001566761 
## Iteration 3 lambda =  -0.1684946 
## Iteration 4 lambda =  -0.2519585 
## Iteration 5 lambda =  -0.2936904 
## Iteration 6 lambda =  -0.3145564 
## Iteration 7 lambda =  -0.3249894 
## Iteration 8 lambda =  -0.3302059 
## Iteration 9 lambda =  -0.3328141 
## Iteration 10 lambda =  -0.3341182 
## Iteration 11 lambda =  -0.3347703 
## Iteration 12 lambda =  -0.3350963 
## Iteration 13 lambda =  -0.3352593 
## Iteration 14 lambda =  -0.3353408 
## Iteration 15 lambda =  -0.3353816 
## Iteration 16 lambda =  -0.335402 
## Iteration 17 lambda =  -0.3354122 
## Iteration 18 lambda =  -0.3354173 
## Iteration 19 lambda =  -0.3354198 
## Iteration 20 lambda =  -0.3354211 
## Iteration 21 lambda =  -0.3354217 
## Iteration 22 lambda =  -0.335422 
## Iteration 23 lambda =  -0.3354222 
## Iteration 24 lambda =  -0.3354223 
## Iteration 1 lambda =  0.3320783 
## Iteration 2 lambda =  -0.001882572 
## Iteration 3 lambda =  -0.168863 
## Iteration 4 lambda =  -0.2523532 
## Iteration 5 lambda =  -0.2940983 
## Iteration 6 lambda =  -0.3149709 
## Iteration 7 lambda =  -0.3254072 
## Iteration 8 lambda =  -0.3306253 
## Iteration 9 lambda =  -0.3332344 
## Iteration 10 lambda =  -0.3345389 
## Iteration 11 lambda =  -0.3351912 
## Iteration 12 lambda =  -0.3355173 
## Iteration 13 lambda =  -0.3356804 
## Iteration 14 lambda =  -0.3357619 
## Iteration 15 lambda =  -0.3358027 
## Iteration 16 lambda =  -0.335823 
## Iteration 17 lambda =  -0.3358332 
## Iteration 18 lambda =  -0.3358383 
## Iteration 19 lambda =  -0.3358409 
## Iteration 20 lambda =  -0.3358422 
## Iteration 21 lambda =  -0.3358428 
## Iteration 22 lambda =  -0.3358431 
## Iteration 23 lambda =  -0.3358433 
## Iteration 24 lambda =  -0.3358434 
## Iteration 1 lambda =  0.3989287 
## Iteration 2 lambda =  0.09839302 
## Iteration 3 lambda =  -0.0518748 
## Iteration 4 lambda =  -0.1270087 
## Iteration 5 lambda =  -0.1645757 
## Iteration 6 lambda =  -0.1833592 
## Iteration 7 lambda =  -0.1927509 
## Iteration 8 lambda =  -0.1974468 
## Iteration 9 lambda =  -0.1997947 
## Iteration 10 lambda =  -0.2009687 
## Iteration 11 lambda =  -0.2015557 
## Iteration 12 lambda =  -0.2018491 
## Iteration 13 lambda =  -0.2019959 
## Iteration 14 lambda =  -0.2020693 
## Iteration 15 lambda =  -0.2021059 
## Iteration 16 lambda =  -0.2021243 
## Iteration 17 lambda =  -0.2021335 
## Iteration 18 lambda =  -0.202138 
## Iteration 19 lambda =  -0.2021403 
## Iteration 20 lambda =  -0.2021415 
## Iteration 21 lambda =  -0.2021421 
## Iteration 22 lambda =  -0.2021423 
## Iteration 23 lambda =  -0.2021425 
## Iteration 24 lambda =  -0.2021426 
## Iteration 1 lambda =  0.3083757 
## Iteration 2 lambda =  -0.03743647 
## Iteration 3 lambda =  -0.2103425 
## Iteration 4 lambda =  -0.2967956 
## Iteration 5 lambda =  -0.3400221 
## Iteration 6 lambda =  -0.3616354 
## Iteration 7 lambda =  -0.372442 
## Iteration 8 lambda =  -0.3778453 
## Iteration 9 lambda =  -0.380547 
## Iteration 10 lambda =  -0.3818978 
## Iteration 11 lambda =  -0.3825732 
## Iteration 12 lambda =  -0.3829109 
## Iteration 13 lambda =  -0.3830798 
## Iteration 14 lambda =  -0.3831642 
## Iteration 15 lambda =  -0.3832064 
## Iteration 16 lambda =  -0.3832275 
## Iteration 17 lambda =  -0.3832381 
## Iteration 18 lambda =  -0.3832433 
## Iteration 19 lambda =  -0.383246 
## Iteration 20 lambda =  -0.3832473 
## Iteration 21 lambda =  -0.383248 
## Iteration 22 lambda =  -0.3832483 
## Iteration 23 lambda =  -0.3832485 
## Iteration 24 lambda =  -0.3832485 
## Iteration 1 lambda =  0.302147 
## Iteration 2 lambda =  -0.04677945 
## Iteration 3 lambda =  -0.2212427 
## Iteration 4 lambda =  -0.3084743 
## Iteration 5 lambda =  -0.3520901 
## Iteration 6 lambda =  -0.373898 
## Iteration 7 lambda =  -0.384802 
## Iteration 8 lambda =  -0.390254 
## Iteration 9 lambda =  -0.39298 
## Iteration 10 lambda =  -0.3943429 
## Iteration 11 lambda =  -0.3950244 
## Iteration 12 lambda =  -0.3953652 
## Iteration 13 lambda =  -0.3955356 
## Iteration 14 lambda =  -0.3956208 
## Iteration 15 lambda =  -0.3956633 
## Iteration 16 lambda =  -0.3956846 
## Iteration 17 lambda =  -0.3956953 
## Iteration 18 lambda =  -0.3957006 
## Iteration 19 lambda =  -0.3957033 
## Iteration 20 lambda =  -0.3957046 
## Iteration 21 lambda =  -0.3957053 
## Iteration 22 lambda =  -0.3957056 
## Iteration 23 lambda =  -0.3957058 
## Iteration 24 lambda =  -0.3957059 
## Iteration 1 lambda =  0.2189145 
## Iteration 2 lambda =  -0.1716283 
## Iteration 3 lambda =  -0.3668997 
## Iteration 4 lambda =  -0.4645354 
## Iteration 5 lambda =  -0.5133532 
## Iteration 6 lambda =  -0.5377621 
## Iteration 7 lambda =  -0.5499666 
## Iteration 8 lambda =  -0.5560688 
## Iteration 9 lambda =  -0.5591199 
## Iteration 10 lambda =  -0.5606455 
## Iteration 11 lambda =  -0.5614083 
## Iteration 12 lambda =  -0.5617897 
## Iteration 13 lambda =  -0.5619804 
## Iteration 14 lambda =  -0.5620757 
## Iteration 15 lambda =  -0.5621234 
## Iteration 16 lambda =  -0.5621472 
## Iteration 17 lambda =  -0.5621591 
## Iteration 18 lambda =  -0.5621651 
## Iteration 19 lambda =  -0.5621681 
## Iteration 20 lambda =  -0.5621696 
## Iteration 21 lambda =  -0.5621703 
## Iteration 22 lambda =  -0.5621707 
## Iteration 23 lambda =  -0.5621709 
## Iteration 24 lambda =  -0.562171 
## Iteration 1 lambda =  0.3540579 
## Iteration 2 lambda =  0.03108687 
## Iteration 3 lambda =  -0.1303986 
## Iteration 4 lambda =  -0.2111414 
## Iteration 5 lambda =  -0.2515128 
## Iteration 6 lambda =  -0.2716985 
## Iteration 7 lambda =  -0.2817913 
## Iteration 8 lambda =  -0.2868377 
## Iteration 9 lambda =  -0.289361 
## Iteration 10 lambda =  -0.2906226 
## Iteration 11 lambda =  -0.2912534 
## Iteration 12 lambda =  -0.2915688 
## Iteration 13 lambda =  -0.2917265 
## Iteration 14 lambda =  -0.2918053 
## Iteration 15 lambda =  -0.2918447 
## Iteration 16 lambda =  -0.2918645 
## Iteration 17 lambda =  -0.2918743 
## Iteration 18 lambda =  -0.2918792 
## Iteration 19 lambda =  -0.2918817 
## Iteration 20 lambda =  -0.2918829 
## Iteration 21 lambda =  -0.2918836 
## Iteration 22 lambda =  -0.2918839 
## Iteration 23 lambda =  -0.291884 
## Iteration 24 lambda =  -0.2918841 
## Iteration 1 lambda =  0.3773697 
## Iteration 2 lambda =  0.06605457 
## Iteration 3 lambda =  -0.089603 
## Iteration 4 lambda =  -0.1674318 
## Iteration 5 lambda =  -0.2063462 
## Iteration 6 lambda =  -0.2258034 
## Iteration 7 lambda =  -0.235532 
## Iteration 8 lambda =  -0.2403963 
## Iteration 9 lambda =  -0.2428284 
## Iteration 10 lambda =  -0.2440445 
## Iteration 11 lambda =  -0.2446525 
## Iteration 12 lambda =  -0.2449566 
## Iteration 13 lambda =  -0.2451086 
## Iteration 14 lambda =  -0.2451846 
## Iteration 15 lambda =  -0.2452226 
## Iteration 16 lambda =  -0.2452416 
## Iteration 17 lambda =  -0.2452511 
## Iteration 18 lambda =  -0.2452558 
## Iteration 19 lambda =  -0.2452582 
## Iteration 20 lambda =  -0.2452594 
## Iteration 21 lambda =  -0.24526 
## Iteration 22 lambda =  -0.2452603 
## Iteration 23 lambda =  -0.2452604 
## Iteration 24 lambda =  -0.2452605 
## Iteration 1 lambda =  0.358244 
## Iteration 2 lambda =  0.03736598 
## Iteration 3 lambda =  -0.123073 
## Iteration 4 lambda =  -0.2032925 
## Iteration 5 lambda =  -0.2434023 
## Iteration 6 lambda =  -0.2634571 
## Iteration 7 lambda =  -0.2734846 
## Iteration 8 lambda =  -0.2784983 
## Iteration 9 lambda =  -0.2810052 
## Iteration 10 lambda =  -0.2822586 
## Iteration 11 lambda =  -0.2828853 
## Iteration 12 lambda =  -0.2831987 
## Iteration 13 lambda =  -0.2833553 
## Iteration 14 lambda =  -0.2834337 
## Iteration 15 lambda =  -0.2834729 
## Iteration 16 lambda =  -0.2834924 
## Iteration 17 lambda =  -0.2835022 
## Iteration 18 lambda =  -0.2835071 
## Iteration 19 lambda =  -0.2835096 
## Iteration 20 lambda =  -0.2835108 
## Iteration 21 lambda =  -0.2835114 
## Iteration 22 lambda =  -0.2835117 
## Iteration 23 lambda =  -0.2835119 
## Iteration 24 lambda =  -0.2835119 
## Iteration 1 lambda =  0.3048108 
## Iteration 2 lambda =  -0.04278379 
## Iteration 3 lambda =  -0.2165811 
## Iteration 4 lambda =  -0.3034797 
## Iteration 5 lambda =  -0.3469291 
## Iteration 6 lambda =  -0.3686537 
## Iteration 7 lambda =  -0.3795161 
## Iteration 8 lambda =  -0.3849472 
## Iteration 9 lambda =  -0.3876628 
## Iteration 10 lambda =  -0.3890206 
## Iteration 11 lambda =  -0.3896995 
## Iteration 12 lambda =  -0.3900389 
## Iteration 13 lambda =  -0.3902087 
## Iteration 14 lambda =  -0.3902935 
## Iteration 15 lambda =  -0.390336 
## Iteration 16 lambda =  -0.3903572 
## Iteration 17 lambda =  -0.3903678 
## Iteration 18 lambda =  -0.3903731 
## Iteration 19 lambda =  -0.3903757 
## Iteration 20 lambda =  -0.3903771 
## Iteration 21 lambda =  -0.3903777 
## Iteration 22 lambda =  -0.3903781 
## Iteration 23 lambda =  -0.3903782 
## Iteration 24 lambda =  -0.3903783 
## Iteration 1 lambda =  0.337317 
## Iteration 2 lambda =  0.005975531 
## Iteration 3 lambda =  -0.1596952 
## Iteration 4 lambda =  -0.2425306 
## Iteration 5 lambda =  -0.2839483 
## Iteration 6 lambda =  -0.3046571 
## Iteration 7 lambda =  -0.3150115 
## Iteration 8 lambda =  -0.3201887 
## Iteration 9 lambda =  -0.3227774 
## Iteration 10 lambda =  -0.3240717 
## Iteration 11 lambda =  -0.3247188 
## Iteration 12 lambda =  -0.3250424 
## Iteration 13 lambda =  -0.3252042 
## Iteration 14 lambda =  -0.3252851 
## Iteration 15 lambda =  -0.3253255 
## Iteration 16 lambda =  -0.3253457 
## Iteration 17 lambda =  -0.3253558 
## Iteration 18 lambda =  -0.3253609 
## Iteration 19 lambda =  -0.3253634 
## Iteration 20 lambda =  -0.3253647 
## Iteration 21 lambda =  -0.3253653 
## Iteration 22 lambda =  -0.3253656 
## Iteration 23 lambda =  -0.3253658 
## Iteration 24 lambda =  -0.3253659 
## Iteration 1 lambda =  0.3205357 
## Iteration 2 lambda =  -0.0191964 
## Iteration 3 lambda =  -0.1890625 
## Iteration 4 lambda =  -0.2739955 
## Iteration 5 lambda =  -0.316462 
## Iteration 6 lambda =  -0.3376953 
## Iteration 7 lambda =  -0.3483119 
## Iteration 8 lambda =  -0.3536202 
## Iteration 9 lambda =  -0.3562744 
## Iteration 10 lambda =  -0.3576015 
## Iteration 11 lambda =  -0.358265 
## Iteration 12 lambda =  -0.3585968 
## Iteration 13 lambda =  -0.3587626 
## Iteration 14 lambda =  -0.3588456 
## Iteration 15 lambda =  -0.3588871 
## Iteration 16 lambda =  -0.3589078 
## Iteration 17 lambda =  -0.3589182 
## Iteration 18 lambda =  -0.3589233 
## Iteration 19 lambda =  -0.3589259 
## Iteration 20 lambda =  -0.3589272 
## Iteration 21 lambda =  -0.3589279 
## Iteration 22 lambda =  -0.3589282 
## Iteration 23 lambda =  -0.3589284 
## Iteration 24 lambda =  -0.3589284 
## Iteration 1 lambda =  0.3125275 
## Iteration 2 lambda =  -0.03120869 
## Iteration 3 lambda =  -0.2030768 
## Iteration 4 lambda =  -0.2890109 
## Iteration 5 lambda =  -0.3319779 
## Iteration 6 lambda =  -0.3534614 
## Iteration 7 lambda =  -0.3642032 
## Iteration 8 lambda =  -0.369574 
## Iteration 9 lambda =  -0.3722595 
## Iteration 10 lambda =  -0.3736022 
## Iteration 11 lambda =  -0.3742736 
## Iteration 12 lambda =  -0.3746092 
## Iteration 13 lambda =  -0.3747771 
## Iteration 14 lambda =  -0.374861 
## Iteration 15 lambda =  -0.374903 
## Iteration 16 lambda =  -0.3749239 
## Iteration 17 lambda =  -0.3749344 
## Iteration 18 lambda =  -0.3749397 
## Iteration 19 lambda =  -0.3749423 
## Iteration 20 lambda =  -0.3749436 
## Iteration 21 lambda =  -0.3749443 
## Iteration 22 lambda =  -0.3749446 
## Iteration 23 lambda =  -0.3749448 
## Iteration 24 lambda =  -0.3749448 
## Iteration 1 lambda =  0.2489311 
## Iteration 2 lambda =  -0.1266033 
## Iteration 3 lambda =  -0.3143705 
## Iteration 4 lambda =  -0.4082542 
## Iteration 5 lambda =  -0.455196 
## Iteration 6 lambda =  -0.4786669 
## Iteration 7 lambda =  -0.4904023 
## Iteration 8 lambda =  -0.49627 
## Iteration 9 lambda =  -0.4992039 
## Iteration 10 lambda =  -0.5006708 
## Iteration 11 lambda =  -0.5014043 
## Iteration 12 lambda =  -0.501771 
## Iteration 13 lambda =  -0.5019544 
## Iteration 14 lambda =  -0.5020461 
## Iteration 15 lambda =  -0.5020919 
## Iteration 16 lambda =  -0.5021148 
## Iteration 17 lambda =  -0.5021263 
## Iteration 18 lambda =  -0.502132 
## Iteration 19 lambda =  -0.5021349 
## Iteration 20 lambda =  -0.5021363 
## Iteration 21 lambda =  -0.502137 
## Iteration 22 lambda =  -0.5021374 
## Iteration 23 lambda =  -0.5021376 
## Iteration 24 lambda =  -0.5021377 
## Iteration 1 lambda =  0.3513393 
## Iteration 2 lambda =  0.02700893 
## Iteration 3 lambda =  -0.1351563 
## Iteration 4 lambda =  -0.2162388 
## Iteration 5 lambda =  -0.2567801 
## Iteration 6 lambda =  -0.2770508 
## Iteration 7 lambda =  -0.2871861 
## Iteration 8 lambda =  -0.2922538 
## Iteration 9 lambda =  -0.2947876 
## Iteration 10 lambda =  -0.2960545 
## Iteration 11 lambda =  -0.296688 
## Iteration 12 lambda =  -0.2970047 
## Iteration 13 lambda =  -0.2971631 
## Iteration 14 lambda =  -0.2972423 
## Iteration 15 lambda =  -0.2972818 
## Iteration 16 lambda =  -0.2973016 
## Iteration 17 lambda =  -0.2973115 
## Iteration 18 lambda =  -0.2973165 
## Iteration 19 lambda =  -0.297319 
## Iteration 20 lambda =  -0.2973202 
## Iteration 21 lambda =  -0.2973208 
## Iteration 22 lambda =  -0.2973211 
## Iteration 23 lambda =  -0.2973213 
## Iteration 24 lambda =  -0.2973214 
## Iteration 1 lambda =  0.3072347 
## Iteration 2 lambda =  -0.03914798 
## Iteration 3 lambda =  -0.2123393 
## Iteration 4 lambda =  -0.298935 
## Iteration 5 lambda =  -0.3422328 
## Iteration 6 lambda =  -0.3638817 
## Iteration 7 lambda =  -0.3747062 
## Iteration 8 lambda =  -0.3801184 
## Iteration 9 lambda =  -0.3828245 
## Iteration 10 lambda =  -0.3841776 
## Iteration 11 lambda =  -0.3848541 
## Iteration 12 lambda =  -0.3851924 
## Iteration 13 lambda =  -0.3853615 
## Iteration 14 lambda =  -0.3854461 
## Iteration 15 lambda =  -0.3854884 
## Iteration 16 lambda =  -0.3855095 
## Iteration 17 lambda =  -0.3855201 
## Iteration 18 lambda =  -0.3855253 
## Iteration 19 lambda =  -0.385528 
## Iteration 20 lambda =  -0.3855293 
## Iteration 21 lambda =  -0.38553 
## Iteration 22 lambda =  -0.3855303 
## Iteration 23 lambda =  -0.3855305 
## Iteration 24 lambda =  -0.3855306 
## Iteration 1 lambda =  0.3689512 
## Iteration 2 lambda =  0.05342682 
## Iteration 3 lambda =  -0.1043354 
## Iteration 4 lambda =  -0.1832165 
## Iteration 5 lambda =  -0.222657 
## Iteration 6 lambda =  -0.2423773 
## Iteration 7 lambda =  -0.2522374 
## Iteration 8 lambda =  -0.2571675 
## Iteration 9 lambda =  -0.2596325 
## Iteration 10 lambda =  -0.2608651 
## Iteration 11 lambda =  -0.2614813 
## Iteration 12 lambda =  -0.2617894 
## Iteration 13 lambda =  -0.2619435 
## Iteration 14 lambda =  -0.2620205 
## Iteration 15 lambda =  -0.2620591 
## Iteration 16 lambda =  -0.2620783 
## Iteration 17 lambda =  -0.2620879 
## Iteration 18 lambda =  -0.2620928 
## Iteration 19 lambda =  -0.2620952 
## Iteration 20 lambda =  -0.2620964 
## Iteration 21 lambda =  -0.262097 
## Iteration 22 lambda =  -0.2620973 
## Iteration 23 lambda =  -0.2620974 
## Iteration 24 lambda =  -0.2620975 
## Iteration 1 lambda =  0.2682256 
## Iteration 2 lambda =  -0.09766156 
## Iteration 3 lambda =  -0.2806052 
## Iteration 4 lambda =  -0.372077 
## Iteration 5 lambda =  -0.4178129 
## Iteration 6 lambda =  -0.4406808 
## Iteration 7 lambda =  -0.4521148 
## Iteration 8 lambda =  -0.4578318 
## Iteration 9 lambda =  -0.4606903 
## Iteration 10 lambda =  -0.4621195 
## Iteration 11 lambda =  -0.4628341 
## Iteration 12 lambda =  -0.4631914 
## Iteration 13 lambda =  -0.4633701 
## Iteration 14 lambda =  -0.4634594 
## Iteration 15 lambda =  -0.4635041 
## Iteration 16 lambda =  -0.4635264 
## Iteration 17 lambda =  -0.4635376 
## Iteration 18 lambda =  -0.4635432 
## Iteration 19 lambda =  -0.463546 
## Iteration 20 lambda =  -0.4635474 
## Iteration 21 lambda =  -0.4635481 
## Iteration 22 lambda =  -0.4635484 
## Iteration 23 lambda =  -0.4635486 
## Iteration 24 lambda =  -0.4635487 
## Iteration 1 lambda =  0.3573855 
## Iteration 2 lambda =  0.03607822 
## Iteration 3 lambda =  -0.1245754 
## Iteration 4 lambda =  -0.2049022 
## Iteration 5 lambda =  -0.2450656 
## Iteration 6 lambda =  -0.2651473 
## Iteration 7 lambda =  -0.2751882 
## Iteration 8 lambda =  -0.2802086 
## Iteration 9 lambda =  -0.2827188 
## Iteration 10 lambda =  -0.2839739 
## Iteration 11 lambda =  -0.2846015 
## Iteration 12 lambda =  -0.2849153 
## Iteration 13 lambda =  -0.2850721 
## Iteration 14 lambda =  -0.2851506 
## Iteration 15 lambda =  -0.2851898 
## Iteration 16 lambda =  -0.2852094 
## Iteration 17 lambda =  -0.2852192 
## Iteration 18 lambda =  -0.2852241 
## Iteration 19 lambda =  -0.2852266 
## Iteration 20 lambda =  -0.2852278 
## Iteration 21 lambda =  -0.2852284 
## Iteration 22 lambda =  -0.2852287 
## Iteration 23 lambda =  -0.2852289 
## Iteration 24 lambda =  -0.285229 
## Iteration 1 lambda =  0.2673798 
## Iteration 2 lambda =  -0.09893023 
## Iteration 3 lambda =  -0.2820853 
## Iteration 4 lambda =  -0.3736628 
## Iteration 5 lambda =  -0.4194515 
## Iteration 6 lambda =  -0.4423459 
## Iteration 7 lambda =  -0.4537931 
## Iteration 8 lambda =  -0.4595167 
## Iteration 9 lambda =  -0.4623785 
## Iteration 10 lambda =  -0.4638094 
## Iteration 11 lambda =  -0.4645249 
## Iteration 12 lambda =  -0.4648826 
## Iteration 13 lambda =  -0.4650614 
## Iteration 14 lambda =  -0.4651509 
## Iteration 15 lambda =  -0.4651956 
## Iteration 16 lambda =  -0.4652179 
## Iteration 17 lambda =  -0.4652291 
## Iteration 18 lambda =  -0.4652347 
## Iteration 19 lambda =  -0.4652375 
## Iteration 20 lambda =  -0.4652389 
## Iteration 21 lambda =  -0.4652396 
## Iteration 22 lambda =  -0.46524 
## Iteration 23 lambda =  -0.4652401 
## Iteration 24 lambda =  -0.4652402 
## Iteration 1 lambda =  0.3387023 
## Iteration 2 lambda =  0.008053525 
## Iteration 3 lambda =  -0.1572709 
## Iteration 4 lambda =  -0.2399331 
## Iteration 5 lambda =  -0.2812642 
## Iteration 6 lambda =  -0.3019297 
## Iteration 7 lambda =  -0.3122625 
## Iteration 8 lambda =  -0.3174289 
## Iteration 9 lambda =  -0.3200121 
## Iteration 10 lambda =  -0.3213037 
## Iteration 11 lambda =  -0.3219495 
## Iteration 12 lambda =  -0.3222724 
## Iteration 13 lambda =  -0.3224339 
## Iteration 14 lambda =  -0.3225146 
## Iteration 15 lambda =  -0.3225549 
## Iteration 16 lambda =  -0.3225751 
## Iteration 17 lambda =  -0.3225852 
## Iteration 18 lambda =  -0.3225903 
## Iteration 19 lambda =  -0.3225928 
## Iteration 20 lambda =  -0.322594 
## Iteration 21 lambda =  -0.3225947 
## Iteration 22 lambda =  -0.322595 
## Iteration 23 lambda =  -0.3225951 
## Iteration 24 lambda =  -0.3225952 
## Iteration 1 lambda =  0.2830573 
## Iteration 2 lambda =  -0.0754141 
## Iteration 3 lambda =  -0.2546498 
## Iteration 4 lambda =  -0.3442676 
## Iteration 5 lambda =  -0.3890765 
## Iteration 6 lambda =  -0.411481 
## Iteration 7 lambda =  -0.4226832 
## Iteration 8 lambda =  -0.4282843 
## Iteration 9 lambda =  -0.4310849 
## Iteration 10 lambda =  -0.4324852 
## Iteration 11 lambda =  -0.4331853 
## Iteration 12 lambda =  -0.4335354 
## Iteration 13 lambda =  -0.4337104 
## Iteration 14 lambda =  -0.4337979 
## Iteration 15 lambda =  -0.4338417 
## Iteration 16 lambda =  -0.4338636 
## Iteration 17 lambda =  -0.4338745 
## Iteration 18 lambda =  -0.43388 
## Iteration 19 lambda =  -0.4338827 
## Iteration 20 lambda =  -0.4338841 
## Iteration 21 lambda =  -0.4338848 
## Iteration 22 lambda =  -0.4338851 
## Iteration 23 lambda =  -0.4338853 
## Iteration 24 lambda =  -0.4338854 
## Iteration 1 lambda =  0.3477028 
## Iteration 2 lambda =  0.02155423 
## Iteration 3 lambda =  -0.1415201 
## Iteration 4 lambda =  -0.2230572 
## Iteration 5 lambda =  -0.2638258 
## Iteration 6 lambda =  -0.2842101 
## Iteration 7 lambda =  -0.2944022 
## Iteration 8 lambda =  -0.2994983 
## Iteration 9 lambda =  -0.3020463 
## Iteration 10 lambda =  -0.3033203 
## Iteration 11 lambda =  -0.3039574 
## Iteration 12 lambda =  -0.3042759 
## Iteration 13 lambda =  -0.3044351 
## Iteration 14 lambda =  -0.3045147 
## Iteration 15 lambda =  -0.3045546 
## Iteration 16 lambda =  -0.3045745 
## Iteration 17 lambda =  -0.3045844 
## Iteration 18 lambda =  -0.3045894 
## Iteration 19 lambda =  -0.3045919 
## Iteration 20 lambda =  -0.3045931 
## Iteration 21 lambda =  -0.3045937 
## Iteration 22 lambda =  -0.3045941 
## Iteration 23 lambda =  -0.3045942 
## Iteration 24 lambda =  -0.3045943 
## Iteration 1 lambda =  0.3403117 
## Iteration 2 lambda =  0.01046755 
## Iteration 3 lambda =  -0.1544545 
## Iteration 4 lambda =  -0.2369156 
## Iteration 5 lambda =  -0.2781461 
## Iteration 6 lambda =  -0.2987613 
## Iteration 7 lambda =  -0.309069 
## Iteration 8 lambda =  -0.3142228 
## Iteration 9 lambda =  -0.3167997 
## Iteration 10 lambda =  -0.3180881 
## Iteration 11 lambda =  -0.3187324 
## Iteration 12 lambda =  -0.3190545 
## Iteration 13 lambda =  -0.3192155 
## Iteration 14 lambda =  -0.3192961 
## Iteration 15 lambda =  -0.3193363 
## Iteration 16 lambda =  -0.3193565 
## Iteration 17 lambda =  -0.3193665 
## Iteration 18 lambda =  -0.3193716 
## Iteration 19 lambda =  -0.3193741 
## Iteration 20 lambda =  -0.3193753 
## Iteration 21 lambda =  -0.319376 
## Iteration 22 lambda =  -0.3193763 
## Iteration 23 lambda =  -0.3193764 
## Iteration 24 lambda =  -0.3193765 
## Iteration 1 lambda =  0.3350444 
## Iteration 2 lambda =  0.002566566 
## Iteration 3 lambda =  -0.1636723 
## Iteration 4 lambda =  -0.2467918 
## Iteration 5 lambda =  -0.2883515 
## Iteration 6 lambda =  -0.3091314 
## Iteration 7 lambda =  -0.3195213 
## Iteration 8 lambda =  -0.3247163 
## Iteration 9 lambda =  -0.3273138 
## Iteration 10 lambda =  -0.3286125 
## Iteration 11 lambda =  -0.3292619 
## Iteration 12 lambda =  -0.3295866 
## Iteration 13 lambda =  -0.3297489 
## Iteration 14 lambda =  -0.3298301 
## Iteration 15 lambda =  -0.3298707 
## Iteration 16 lambda =  -0.329891 
## Iteration 17 lambda =  -0.3299011 
## Iteration 18 lambda =  -0.3299062 
## Iteration 19 lambda =  -0.3299087 
## Iteration 20 lambda =  -0.32991 
## Iteration 21 lambda =  -0.3299106 
## Iteration 22 lambda =  -0.3299109 
## Iteration 23 lambda =  -0.3299111 
## Iteration 24 lambda =  -0.3299112 
## Iteration 1 lambda =  0.3211828 
## Iteration 2 lambda =  -0.01822579 
## Iteration 3 lambda =  -0.1879301 
## Iteration 4 lambda =  -0.2727822 
## Iteration 5 lambda =  -0.3152083 
## Iteration 6 lambda =  -0.3364214 
## Iteration 7 lambda =  -0.3470279 
## Iteration 8 lambda =  -0.3523311 
## Iteration 9 lambda =  -0.3549828 
## Iteration 10 lambda =  -0.3563086 
## Iteration 11 lambda =  -0.3569715 
## Iteration 12 lambda =  -0.3573029 
## Iteration 13 lambda =  -0.3574687 
## Iteration 14 lambda =  -0.3575515 
## Iteration 15 lambda =  -0.357593 
## Iteration 16 lambda =  -0.3576137 
## Iteration 17 lambda =  -0.357624 
## Iteration 18 lambda =  -0.3576292 
## Iteration 19 lambda =  -0.3576318 
## Iteration 20 lambda =  -0.3576331 
## Iteration 21 lambda =  -0.3576337 
## Iteration 22 lambda =  -0.3576341 
## Iteration 23 lambda =  -0.3576342 
## Iteration 24 lambda =  -0.3576343 
## Iteration 1 lambda =  0.3033287 
## Iteration 2 lambda =  -0.04500698 
## Iteration 3 lambda =  -0.2191748 
## Iteration 4 lambda =  -0.3062587 
## Iteration 5 lambda =  -0.3498007 
## Iteration 6 lambda =  -0.3715717 
## Iteration 7 lambda =  -0.3824571 
## Iteration 8 lambda =  -0.3878999 
## Iteration 9 lambda =  -0.3906213 
## Iteration 10 lambda =  -0.391982 
## Iteration 11 lambda =  -0.3926623 
## Iteration 12 lambda =  -0.3930025 
## Iteration 13 lambda =  -0.3931726 
## Iteration 14 lambda =  -0.3932576 
## Iteration 15 lambda =  -0.3933001 
## Iteration 16 lambda =  -0.3933214 
## Iteration 17 lambda =  -0.393332 
## Iteration 18 lambda =  -0.3933373 
## Iteration 19 lambda =  -0.39334 
## Iteration 20 lambda =  -0.3933413 
## Iteration 21 lambda =  -0.393342 
## Iteration 22 lambda =  -0.3933423 
## Iteration 23 lambda =  -0.3933425 
## Iteration 24 lambda =  -0.3933426 
## Iteration 1 lambda =  0.3193771 
## Iteration 2 lambda =  -0.02093432 
## Iteration 3 lambda =  -0.19109 
## Iteration 4 lambda =  -0.2761679 
## Iteration 5 lambda =  -0.3187068 
## Iteration 6 lambda =  -0.3399763 
## Iteration 7 lambda =  -0.350611 
## Iteration 8 lambda =  -0.3559284 
## Iteration 9 lambda =  -0.3585871 
## Iteration 10 lambda =  -0.3599164 
## Iteration 11 lambda =  -0.3605811 
## Iteration 12 lambda =  -0.3609134 
## Iteration 13 lambda =  -0.3610796 
## Iteration 14 lambda =  -0.3611627 
## Iteration 15 lambda =  -0.3612042 
## Iteration 16 lambda =  -0.361225 
## Iteration 17 lambda =  -0.3612354 
## Iteration 18 lambda =  -0.3612406 
## Iteration 19 lambda =  -0.3612432 
## Iteration 20 lambda =  -0.3612445 
## Iteration 21 lambda =  -0.3612451 
## Iteration 22 lambda =  -0.3612454 
## Iteration 23 lambda =  -0.3612456 
## Iteration 24 lambda =  -0.3612457 
## Iteration 1 lambda =  0.3104662 
## Iteration 2 lambda =  -0.03430076 
## Iteration 3 lambda =  -0.2066842 
## Iteration 4 lambda =  -0.2928759 
## Iteration 5 lambda =  -0.3359718 
## Iteration 6 lambda =  -0.3575197 
## Iteration 7 lambda =  -0.3682937 
## Iteration 8 lambda =  -0.3736807 
## Iteration 9 lambda =  -0.3763742 
## Iteration 10 lambda =  -0.3777209 
## Iteration 11 lambda =  -0.3783943 
## Iteration 12 lambda =  -0.378731 
## Iteration 13 lambda =  -0.3788993 
## Iteration 14 lambda =  -0.3789835 
## Iteration 15 lambda =  -0.3790256 
## Iteration 16 lambda =  -0.3790466 
## Iteration 17 lambda =  -0.3790572 
## Iteration 18 lambda =  -0.3790624 
## Iteration 19 lambda =  -0.379065 
## Iteration 20 lambda =  -0.3790664 
## Iteration 21 lambda =  -0.379067 
## Iteration 22 lambda =  -0.3790673 
## Iteration 23 lambda =  -0.3790675 
## Iteration 24 lambda =  -0.3790676 
## Iteration 1 lambda =  0.3252069 
## Iteration 2 lambda =  -0.01218966 
## Iteration 3 lambda =  -0.1808879 
## Iteration 4 lambda =  -0.2652371 
## Iteration 5 lambda =  -0.3074116 
## Iteration 6 lambda =  -0.3284989 
## Iteration 7 lambda =  -0.3390426 
## Iteration 8 lambda =  -0.3443144 
## Iteration 9 lambda =  -0.3469503 
## Iteration 10 lambda =  -0.3482683 
## Iteration 11 lambda =  -0.3489272 
## Iteration 12 lambda =  -0.3492567 
## Iteration 13 lambda =  -0.3494215 
## Iteration 14 lambda =  -0.3495038 
## Iteration 15 lambda =  -0.349545 
## Iteration 16 lambda =  -0.3495656 
## Iteration 17 lambda =  -0.3495759 
## Iteration 18 lambda =  -0.3495811 
## Iteration 19 lambda =  -0.3495836 
## Iteration 20 lambda =  -0.3495849 
## Iteration 21 lambda =  -0.3495856 
## Iteration 22 lambda =  -0.3495859 
## Iteration 23 lambda =  -0.3495861 
## Iteration 24 lambda =  -0.3495861 
## Iteration 1 lambda =  0.3072283 
## Iteration 2 lambda =  -0.03915748 
## Iteration 3 lambda =  -0.2123504 
## Iteration 4 lambda =  -0.2989469 
## Iteration 5 lambda =  -0.3422451 
## Iteration 6 lambda =  -0.3638942 
## Iteration 7 lambda =  -0.3747188 
## Iteration 8 lambda =  -0.380131 
## Iteration 9 lambda =  -0.3828372 
## Iteration 10 lambda =  -0.3841902 
## Iteration 11 lambda =  -0.3848668 
## Iteration 12 lambda =  -0.385205 
## Iteration 13 lambda =  -0.3853742 
## Iteration 14 lambda =  -0.3854587 
## Iteration 15 lambda =  -0.385501 
## Iteration 16 lambda =  -0.3855222 
## Iteration 17 lambda =  -0.3855327 
## Iteration 18 lambda =  -0.385538 
## Iteration 19 lambda =  -0.3855407 
## Iteration 20 lambda =  -0.385542 
## Iteration 21 lambda =  -0.3855427 
## Iteration 22 lambda =  -0.385543 
## Iteration 23 lambda =  -0.3855431 
## Iteration 24 lambda =  -0.3855432 
## Iteration 1 lambda =  0.2673469 
## Iteration 2 lambda =  -0.09897958 
## Iteration 3 lambda =  -0.2821428 
## Iteration 4 lambda =  -0.3737245 
## Iteration 5 lambda =  -0.4195153 
## Iteration 6 lambda =  -0.4424107 
## Iteration 7 lambda =  -0.4538584 
## Iteration 8 lambda =  -0.4595822 
## Iteration 9 lambda =  -0.4624442 
## Iteration 10 lambda =  -0.4638751 
## Iteration 11 lambda =  -0.4645906 
## Iteration 12 lambda =  -0.4649484 
## Iteration 13 lambda =  -0.4651272 
## Iteration 14 lambda =  -0.4652167 
## Iteration 15 lambda =  -0.4652614 
## Iteration 16 lambda =  -0.4652837 
## Iteration 17 lambda =  -0.4652949 
## Iteration 18 lambda =  -0.4653005 
## Iteration 19 lambda =  -0.4653033 
## Iteration 20 lambda =  -0.4653047 
## Iteration 21 lambda =  -0.4653054 
## Iteration 22 lambda =  -0.4653058 
## Iteration 23 lambda =  -0.4653059 
## Iteration 24 lambda =  -0.465306 
## Iteration 1 lambda =  0.267189 
## Iteration 2 lambda =  -0.09921657 
## Iteration 3 lambda =  -0.2824193 
## Iteration 4 lambda =  -0.3740207 
## Iteration 5 lambda =  -0.4198214 
## Iteration 6 lambda =  -0.4427217 
## Iteration 7 lambda =  -0.4541719 
## Iteration 8 lambda =  -0.459897 
## Iteration 9 lambda =  -0.4627596 
## Iteration 10 lambda =  -0.4641908 
## Iteration 11 lambda =  -0.4649065 
## Iteration 12 lambda =  -0.4652643 
## Iteration 13 lambda =  -0.4654432 
## Iteration 14 lambda =  -0.4655326 
## Iteration 15 lambda =  -0.4655774 
## Iteration 16 lambda =  -0.4655997 
## Iteration 17 lambda =  -0.4656109 
## Iteration 18 lambda =  -0.4656165 
## Iteration 19 lambda =  -0.4656193 
## Iteration 20 lambda =  -0.4656207 
## Iteration 21 lambda =  -0.4656214 
## Iteration 22 lambda =  -0.4656217 
## Iteration 23 lambda =  -0.4656219 
## Iteration 24 lambda =  -0.465622 
## Iteration 1 lambda =  0.2600324 
## Iteration 2 lambda =  -0.1099513 
## Iteration 3 lambda =  -0.2949432 
## Iteration 4 lambda =  -0.3874392 
## Iteration 5 lambda =  -0.4336871 
## Iteration 6 lambda =  -0.4568111 
## Iteration 7 lambda =  -0.4683731 
## Iteration 8 lambda =  -0.4741541 
## Iteration 9 lambda =  -0.4770446 
## Iteration 10 lambda =  -0.4784899 
## Iteration 11 lambda =  -0.4792125 
## Iteration 12 lambda =  -0.4795738 
## Iteration 13 lambda =  -0.4797545 
## Iteration 14 lambda =  -0.4798448 
## Iteration 15 lambda =  -0.47989 
## Iteration 16 lambda =  -0.4799125 
## Iteration 17 lambda =  -0.4799238 
## Iteration 18 lambda =  -0.4799295 
## Iteration 19 lambda =  -0.4799323 
## Iteration 20 lambda =  -0.4799337 
## Iteration 21 lambda =  -0.4799344 
## Iteration 22 lambda =  -0.4799348 
## Iteration 23 lambda =  -0.4799349 
## Iteration 24 lambda =  -0.479935 
## Iteration 1 lambda =  0.342291 
## Iteration 2 lambda =  0.01343643 
## Iteration 3 lambda =  -0.1509908 
## Iteration 4 lambda =  -0.2332045 
## Iteration 5 lambda =  -0.2743113 
## Iteration 6 lambda =  -0.2948647 
## Iteration 7 lambda =  -0.3051414 
## Iteration 8 lambda =  -0.3102797 
## Iteration 9 lambda =  -0.3128489 
## Iteration 10 lambda =  -0.3141335 
## Iteration 11 lambda =  -0.3147758 
## Iteration 12 lambda =  -0.3150969 
## Iteration 13 lambda =  -0.3152575 
## Iteration 14 lambda =  -0.3153378 
## Iteration 15 lambda =  -0.315378 
## Iteration 16 lambda =  -0.315398 
## Iteration 17 lambda =  -0.3154081 
## Iteration 18 lambda =  -0.3154131 
## Iteration 19 lambda =  -0.3154156 
## Iteration 20 lambda =  -0.3154168 
## Iteration 21 lambda =  -0.3154175 
## Iteration 22 lambda =  -0.3154178 
## Iteration 23 lambda =  -0.3154179 
## Iteration 24 lambda =  -0.315418 
## Iteration 1 lambda =  0.3807351 
## Iteration 2 lambda =  0.07110268 
## Iteration 3 lambda =  -0.08371354 
## Iteration 4 lambda =  -0.1611217 
## Iteration 5 lambda =  -0.1998257 
## Iteration 6 lambda =  -0.2191777 
## Iteration 7 lambda =  -0.2288538 
## Iteration 8 lambda =  -0.2336918 
## Iteration 9 lambda =  -0.2361108 
## Iteration 10 lambda =  -0.2373203 
## Iteration 11 lambda =  -0.237925 
## Iteration 12 lambda =  -0.2382274 
## Iteration 13 lambda =  -0.2383786 
## Iteration 14 lambda =  -0.2384542 
## Iteration 15 lambda =  -0.238492 
## Iteration 16 lambda =  -0.2385109 
## Iteration 17 lambda =  -0.2385203 
## Iteration 18 lambda =  -0.238525 
## Iteration 19 lambda =  -0.2385274 
## Iteration 20 lambda =  -0.2385286 
## Iteration 21 lambda =  -0.2385292 
## Iteration 22 lambda =  -0.2385295 
## Iteration 23 lambda =  -0.2385296 
## Iteration 24 lambda =  -0.2385297 
## Iteration 1 lambda =  0.3564724 
## Iteration 2 lambda =  0.03470855 
## Iteration 3 lambda =  -0.1261734 
## Iteration 4 lambda =  -0.2066143 
## Iteration 5 lambda =  -0.2468348 
## Iteration 6 lambda =  -0.266945 
## Iteration 7 lambda =  -0.2770001 
## Iteration 8 lambda =  -0.2820277 
## Iteration 9 lambda =  -0.2845415 
## Iteration 10 lambda =  -0.2857984 
## Iteration 11 lambda =  -0.2864268 
## Iteration 12 lambda =  -0.286741 
## Iteration 13 lambda =  -0.2868982 
## Iteration 14 lambda =  -0.2869767 
## Iteration 15 lambda =  -0.287016 
## Iteration 16 lambda =  -0.2870356 
## Iteration 17 lambda =  -0.2870454 
## Iteration 18 lambda =  -0.2870504 
## Iteration 19 lambda =  -0.2870528 
## Iteration 20 lambda =  -0.287054 
## Iteration 21 lambda =  -0.2870547 
## Iteration 22 lambda =  -0.287055 
## Iteration 23 lambda =  -0.2870551 
## Iteration 24 lambda =  -0.2870552 
## Iteration 1 lambda =  0.238317 
## Iteration 2 lambda =  -0.1425245 
## Iteration 3 lambda =  -0.3329453 
## Iteration 4 lambda =  -0.4281556 
## Iteration 5 lambda =  -0.4757608 
## Iteration 6 lambda =  -0.4995634 
## Iteration 7 lambda =  -0.5114647 
## Iteration 8 lambda =  -0.5174154 
## Iteration 9 lambda =  -0.5203907 
## Iteration 10 lambda =  -0.5218783 
## Iteration 11 lambda =  -0.5226222 
## Iteration 12 lambda =  -0.5229941 
## Iteration 13 lambda =  -0.52318 
## Iteration 14 lambda =  -0.523273 
## Iteration 15 lambda =  -0.5233195 
## Iteration 16 lambda =  -0.5233428 
## Iteration 17 lambda =  -0.5233544 
## Iteration 18 lambda =  -0.5233602 
## Iteration 19 lambda =  -0.5233631 
## Iteration 20 lambda =  -0.5233645 
## Iteration 21 lambda =  -0.5233653 
## Iteration 22 lambda =  -0.5233656 
## Iteration 23 lambda =  -0.5233658 
## Iteration 24 lambda =  -0.5233659 
## Iteration 1 lambda =  0.3460013 
## Iteration 2 lambda =  0.01900195 
## Iteration 3 lambda =  -0.1444977 
## Iteration 4 lambda =  -0.2262476 
## Iteration 5 lambda =  -0.2671225 
## Iteration 6 lambda =  -0.2875599 
## Iteration 7 lambda =  -0.2977787 
## Iteration 8 lambda =  -0.302888 
## Iteration 9 lambda =  -0.3054427 
## Iteration 10 lambda =  -0.3067201 
## Iteration 11 lambda =  -0.3073587 
## Iteration 12 lambda =  -0.3076781 
## Iteration 13 lambda =  -0.3078377 
## Iteration 14 lambda =  -0.3079176 
## Iteration 15 lambda =  -0.3079575 
## Iteration 16 lambda =  -0.3079774 
## Iteration 17 lambda =  -0.3079874 
## Iteration 18 lambda =  -0.3079924 
## Iteration 19 lambda =  -0.3079949 
## Iteration 20 lambda =  -0.3079962 
## Iteration 21 lambda =  -0.3079968 
## Iteration 22 lambda =  -0.3079971 
## Iteration 23 lambda =  -0.3079972 
## Iteration 24 lambda =  -0.3079973 
## Iteration 1 lambda =  0.3803045 
## Iteration 2 lambda =  0.07045681 
## Iteration 3 lambda =  -0.08446706 
## Iteration 4 lambda =  -0.161929 
## Iteration 5 lambda =  -0.20066 
## Iteration 6 lambda =  -0.2200254 
## Iteration 7 lambda =  -0.2297082 
## Iteration 8 lambda =  -0.2345495 
## Iteration 9 lambda =  -0.2369702 
## Iteration 10 lambda =  -0.2381806 
## Iteration 11 lambda =  -0.2387857 
## Iteration 12 lambda =  -0.2390883 
## Iteration 13 lambda =  -0.2392396 
## Iteration 14 lambda =  -0.2393153 
## Iteration 15 lambda =  -0.2393531 
## Iteration 16 lambda =  -0.239372 
## Iteration 17 lambda =  -0.2393815 
## Iteration 18 lambda =  -0.2393862 
## Iteration 19 lambda =  -0.2393886 
## Iteration 20 lambda =  -0.2393897 
## Iteration 21 lambda =  -0.2393903 
## Iteration 22 lambda =  -0.2393906 
## Iteration 23 lambda =  -0.2393908 
## Iteration 24 lambda =  -0.2393908 
## Iteration 1 lambda =  0.313325 
## Iteration 2 lambda =  -0.0300125 
## Iteration 3 lambda =  -0.2016812 
## Iteration 4 lambda =  -0.2875156 
## Iteration 5 lambda =  -0.3304328 
## Iteration 6 lambda =  -0.3518914 
## Iteration 7 lambda =  -0.3626207 
## Iteration 8 lambda =  -0.3679853 
## Iteration 9 lambda =  -0.3706677 
## Iteration 10 lambda =  -0.3720088 
## Iteration 11 lambda =  -0.3726794 
## Iteration 12 lambda =  -0.3730147 
## Iteration 13 lambda =  -0.3731824 
## Iteration 14 lambda =  -0.3732662 
## Iteration 15 lambda =  -0.3733081 
## Iteration 16 lambda =  -0.373329 
## Iteration 17 lambda =  -0.3733395 
## Iteration 18 lambda =  -0.3733448 
## Iteration 19 lambda =  -0.3733474 
## Iteration 20 lambda =  -0.3733487 
## Iteration 21 lambda =  -0.3733493 
## Iteration 22 lambda =  -0.3733497 
## Iteration 23 lambda =  -0.3733498 
## Iteration 24 lambda =  -0.3733499 
## Iteration 1 lambda =  0.3189109 
## Iteration 2 lambda =  -0.02163368 
## Iteration 3 lambda =  -0.191906 
## Iteration 4 lambda =  -0.2770421 
## Iteration 5 lambda =  -0.3196102 
## Iteration 6 lambda =  -0.3408942 
## Iteration 7 lambda =  -0.3515362 
## Iteration 8 lambda =  -0.3568572 
## Iteration 9 lambda =  -0.3595177 
## Iteration 10 lambda =  -0.360848 
## Iteration 11 lambda =  -0.3615131 
## Iteration 12 lambda =  -0.3618457 
## Iteration 13 lambda =  -0.362012 
## Iteration 14 lambda =  -0.3620951 
## Iteration 15 lambda =  -0.3621367 
## Iteration 16 lambda =  -0.3621575 
## Iteration 17 lambda =  -0.3621678 
## Iteration 18 lambda =  -0.362173 
## Iteration 19 lambda =  -0.3621756 
## Iteration 20 lambda =  -0.3621769 
## Iteration 21 lambda =  -0.3621776 
## Iteration 22 lambda =  -0.3621779 
## Iteration 23 lambda =  -0.3621781 
## Iteration 24 lambda =  -0.3621782 
## Iteration 1 lambda =  0.3390944 
## Iteration 2 lambda =  0.008641616 
## Iteration 3 lambda =  -0.1565848 
## Iteration 4 lambda =  -0.239198 
## Iteration 5 lambda =  -0.2805046 
## Iteration 6 lambda =  -0.3011579 
## Iteration 7 lambda =  -0.3114845 
## Iteration 8 lambda =  -0.3166479 
## Iteration 9 lambda =  -0.3192295 
## Iteration 10 lambda =  -0.3205203 
## Iteration 11 lambda =  -0.3211658 
## Iteration 12 lambda =  -0.3214885 
## Iteration 13 lambda =  -0.3216498 
## Iteration 14 lambda =  -0.3217305 
## Iteration 15 lambda =  -0.3217708 
## Iteration 16 lambda =  -0.321791 
## Iteration 17 lambda =  -0.3218011 
## Iteration 18 lambda =  -0.3218061 
## Iteration 19 lambda =  -0.3218087 
## Iteration 20 lambda =  -0.3218099 
## Iteration 21 lambda =  -0.3218105 
## Iteration 22 lambda =  -0.3218109 
## Iteration 23 lambda =  -0.321811 
## Iteration 24 lambda =  -0.3218111 
## Iteration 1 lambda =  0.2985482 
## Iteration 2 lambda =  -0.05217772 
## Iteration 3 lambda =  -0.2275407 
## Iteration 4 lambda =  -0.3152222 
## Iteration 5 lambda =  -0.3590629 
## Iteration 6 lambda =  -0.3809833 
## Iteration 7 lambda =  -0.3919434 
## Iteration 8 lambda =  -0.3974235 
## Iteration 9 lambda =  -0.4001636 
## Iteration 10 lambda =  -0.4015336 
## Iteration 11 lambda =  -0.4022186 
## Iteration 12 lambda =  -0.4025611 
## Iteration 13 lambda =  -0.4027324 
## Iteration 14 lambda =  -0.402818 
## Iteration 15 lambda =  -0.4028608 
## Iteration 16 lambda =  -0.4028822 
## Iteration 17 lambda =  -0.4028929 
## Iteration 18 lambda =  -0.4028983 
## Iteration 19 lambda =  -0.402901 
## Iteration 20 lambda =  -0.4029023 
## Iteration 21 lambda =  -0.402903 
## Iteration 22 lambda =  -0.4029033 
## Iteration 23 lambda =  -0.4029035 
## Iteration 24 lambda =  -0.4029035 
## Iteration 1 lambda =  0.2578334 
## Iteration 2 lambda =  -0.1132499 
## Iteration 3 lambda =  -0.2987915 
## Iteration 4 lambda =  -0.3915624 
## Iteration 5 lambda =  -0.4379478 
## Iteration 6 lambda =  -0.4611405 
## Iteration 7 lambda =  -0.4727368 
## Iteration 8 lambda =  -0.478535 
## Iteration 9 lambda =  -0.4814341 
## Iteration 10 lambda =  -0.4828837 
## Iteration 11 lambda =  -0.4836084 
## Iteration 12 lambda =  -0.4839708 
## Iteration 13 lambda =  -0.484152 
## Iteration 14 lambda =  -0.4842426 
## Iteration 15 lambda =  -0.4842879 
## Iteration 16 lambda =  -0.4843105 
## Iteration 17 lambda =  -0.4843219 
## Iteration 18 lambda =  -0.4843275 
## Iteration 19 lambda =  -0.4843304 
## Iteration 20 lambda =  -0.4843318 
## Iteration 21 lambda =  -0.4843325 
## Iteration 22 lambda =  -0.4843328 
## Iteration 23 lambda =  -0.484333 
## Iteration 24 lambda =  -0.4843331 
## Iteration 1 lambda =  0.3270987 
## Iteration 2 lambda =  -0.009351903 
## Iteration 3 lambda =  -0.1775772 
## Iteration 4 lambda =  -0.2616899 
## Iteration 5 lambda =  -0.3037462 
## Iteration 6 lambda =  -0.3247744 
## Iteration 7 lambda =  -0.3352885 
## Iteration 8 lambda =  -0.3405455 
## Iteration 9 lambda =  -0.343174 
## Iteration 10 lambda =  -0.3444883 
## Iteration 11 lambda =  -0.3451454 
## Iteration 12 lambda =  -0.345474 
## Iteration 13 lambda =  -0.3456383 
## Iteration 14 lambda =  -0.3457204 
## Iteration 15 lambda =  -0.3457615 
## Iteration 16 lambda =  -0.345782 
## Iteration 17 lambda =  -0.3457923 
## Iteration 18 lambda =  -0.3457974 
## Iteration 19 lambda =  -0.3458 
## Iteration 20 lambda =  -0.3458013 
## Iteration 21 lambda =  -0.3458019 
## Iteration 22 lambda =  -0.3458022 
## Iteration 23 lambda =  -0.3458024 
## Iteration 24 lambda =  -0.3458025 
## Iteration 1 lambda =  0.3213116 
## Iteration 2 lambda =  -0.01803259 
## Iteration 3 lambda =  -0.1877047 
## Iteration 4 lambda =  -0.2725407 
## Iteration 5 lambda =  -0.3149588 
## Iteration 6 lambda =  -0.3361678 
## Iteration 7 lambda =  -0.3467723 
## Iteration 8 lambda =  -0.3520745 
## Iteration 9 lambda =  -0.3547257 
## Iteration 10 lambda =  -0.3560512 
## Iteration 11 lambda =  -0.356714 
## Iteration 12 lambda =  -0.3570454 
## Iteration 13 lambda =  -0.3572111 
## Iteration 14 lambda =  -0.3572939 
## Iteration 15 lambda =  -0.3573354 
## Iteration 16 lambda =  -0.3573561 
## Iteration 17 lambda =  -0.3573664 
## Iteration 18 lambda =  -0.3573716 
## Iteration 19 lambda =  -0.3573742 
## Iteration 20 lambda =  -0.3573755 
## Iteration 21 lambda =  -0.3573761 
## Iteration 22 lambda =  -0.3573765 
## Iteration 23 lambda =  -0.3573766 
## Iteration 24 lambda =  -0.3573767 
## Iteration 1 lambda =  0.3616383 
## Iteration 2 lambda =  0.04245749 
## Iteration 3 lambda =  -0.1171329 
## Iteration 4 lambda =  -0.1969281 
## Iteration 5 lambda =  -0.2368257 
## Iteration 6 lambda =  -0.2567745 
## Iteration 7 lambda =  -0.2667489 
## Iteration 8 lambda =  -0.2717361 
## Iteration 9 lambda =  -0.2742297 
## Iteration 10 lambda =  -0.2754765 
## Iteration 11 lambda =  -0.2760999 
## Iteration 12 lambda =  -0.2764116 
## Iteration 13 lambda =  -0.2765675 
## Iteration 14 lambda =  -0.2766454 
## Iteration 15 lambda =  -0.2766844 
## Iteration 16 lambda =  -0.2767039 
## Iteration 17 lambda =  -0.2767136 
## Iteration 18 lambda =  -0.2767185 
## Iteration 19 lambda =  -0.2767209 
## Iteration 20 lambda =  -0.2767221 
## Iteration 21 lambda =  -0.2767227 
## Iteration 22 lambda =  -0.276723 
## Iteration 23 lambda =  -0.2767232 
## Iteration 24 lambda =  -0.2767233 
## Iteration 1 lambda =  0.3048101 
## Iteration 2 lambda =  -0.04278486 
## Iteration 3 lambda =  -0.2165823 
## Iteration 4 lambda =  -0.3034811 
## Iteration 5 lambda =  -0.3469304 
## Iteration 6 lambda =  -0.3686551 
## Iteration 7 lambda =  -0.3795175 
## Iteration 8 lambda =  -0.3849486 
## Iteration 9 lambda =  -0.3876642 
## Iteration 10 lambda =  -0.389022 
## Iteration 11 lambda =  -0.3897009 
## Iteration 12 lambda =  -0.3900404 
## Iteration 13 lambda =  -0.3902101 
## Iteration 14 lambda =  -0.390295 
## Iteration 15 lambda =  -0.3903374 
## Iteration 16 lambda =  -0.3903586 
## Iteration 17 lambda =  -0.3903692 
## Iteration 18 lambda =  -0.3903745 
## Iteration 19 lambda =  -0.3903772 
## Iteration 20 lambda =  -0.3903785 
## Iteration 21 lambda =  -0.3903792 
## Iteration 22 lambda =  -0.3903795 
## Iteration 23 lambda =  -0.3903797 
## Iteration 24 lambda =  -0.3903797 
## Iteration 1 lambda =  0.33672 
## Iteration 2 lambda =  0.005079957 
## Iteration 3 lambda =  -0.1607401 
## Iteration 4 lambda =  -0.2436501 
## Iteration 5 lambda =  -0.2851051 
## Iteration 6 lambda =  -0.3058326 
## Iteration 7 lambda =  -0.3161963 
## Iteration 8 lambda =  -0.3213782 
## Iteration 9 lambda =  -0.3239691 
## Iteration 10 lambda =  -0.3252646 
## Iteration 11 lambda =  -0.3259123 
## Iteration 12 lambda =  -0.3262362 
## Iteration 13 lambda =  -0.3263981 
## Iteration 14 lambda =  -0.3264791 
## Iteration 15 lambda =  -0.3265196 
## Iteration 16 lambda =  -0.3265398 
## Iteration 17 lambda =  -0.3265499 
## Iteration 18 lambda =  -0.326555 
## Iteration 19 lambda =  -0.3265575 
## Iteration 20 lambda =  -0.3265588 
## Iteration 21 lambda =  -0.3265594 
## Iteration 22 lambda =  -0.3265597 
## Iteration 23 lambda =  -0.3265599 
## Iteration 24 lambda =  -0.32656 
## Iteration 1 lambda =  0.2711517 
## Iteration 2 lambda =  -0.0932724 
## Iteration 3 lambda =  -0.2754845 
## Iteration 4 lambda =  -0.3665905 
## Iteration 5 lambda =  -0.4121435 
## Iteration 6 lambda =  -0.43492 
## Iteration 7 lambda =  -0.4463083 
## Iteration 8 lambda =  -0.4520024 
## Iteration 9 lambda =  -0.4548495 
## Iteration 10 lambda =  -0.456273 
## Iteration 11 lambda =  -0.4569848 
## Iteration 12 lambda =  -0.4573406 
## Iteration 13 lambda =  -0.4575186 
## Iteration 14 lambda =  -0.4576076 
## Iteration 15 lambda =  -0.457652 
## Iteration 16 lambda =  -0.4576743 
## Iteration 17 lambda =  -0.4576854 
## Iteration 18 lambda =  -0.457691 
## Iteration 19 lambda =  -0.4576938 
## Iteration 20 lambda =  -0.4576951 
## Iteration 21 lambda =  -0.4576958 
## Iteration 22 lambda =  -0.4576962 
## Iteration 23 lambda =  -0.4576964 
## Iteration 24 lambda =  -0.4576964 
## Iteration 1 lambda =  0.3198097 
## Iteration 2 lambda =  -0.02028547 
## Iteration 3 lambda =  -0.1903331 
## Iteration 4 lambda =  -0.2753568 
## Iteration 5 lambda =  -0.3178687 
## Iteration 6 lambda =  -0.3391247 
## Iteration 7 lambda =  -0.3497527 
## Iteration 8 lambda =  -0.3550666 
## Iteration 9 lambda =  -0.3577236 
## Iteration 10 lambda =  -0.3590521 
## Iteration 11 lambda =  -0.3597164 
## Iteration 12 lambda =  -0.3600485 
## Iteration 13 lambda =  -0.3602146 
## Iteration 14 lambda =  -0.3602976 
## Iteration 15 lambda =  -0.3603391 
## Iteration 16 lambda =  -0.3603599 
## Iteration 17 lambda =  -0.3603703 
## Iteration 18 lambda =  -0.3603754 
## Iteration 19 lambda =  -0.360378 
## Iteration 20 lambda =  -0.3603793 
## Iteration 21 lambda =  -0.36038 
## Iteration 22 lambda =  -0.3603803 
## Iteration 23 lambda =  -0.3603805 
## Iteration 24 lambda =  -0.3603806 
## Iteration 1 lambda =  0.3513026 
## Iteration 2 lambda =  0.02695391 
## Iteration 3 lambda =  -0.1352204 
## Iteration 4 lambda =  -0.2163076 
## Iteration 5 lambda =  -0.2568512 
## Iteration 6 lambda =  -0.277123 
## Iteration 7 lambda =  -0.2872589 
## Iteration 8 lambda =  -0.2923268 
## Iteration 9 lambda =  -0.2948608 
## Iteration 10 lambda =  -0.2961278 
## Iteration 11 lambda =  -0.2967613 
## Iteration 12 lambda =  -0.297078 
## Iteration 13 lambda =  -0.2972364 
## Iteration 14 lambda =  -0.2973156 
## Iteration 15 lambda =  -0.2973552 
## Iteration 16 lambda =  -0.297375 
## Iteration 17 lambda =  -0.2973849 
## Iteration 18 lambda =  -0.2973898 
## Iteration 19 lambda =  -0.2973923 
## Iteration 20 lambda =  -0.2973935 
## Iteration 21 lambda =  -0.2973942 
## Iteration 22 lambda =  -0.2973945 
## Iteration 23 lambda =  -0.2973946 
## Iteration 24 lambda =  -0.2973947 
## Iteration 1 lambda =  0.3086904 
## Iteration 2 lambda =  -0.03696442 
## Iteration 3 lambda =  -0.2097918 
## Iteration 4 lambda =  -0.2962055 
## Iteration 5 lambda =  -0.3394124 
## Iteration 6 lambda =  -0.3610158 
## Iteration 7 lambda =  -0.3718175 
## Iteration 8 lambda =  -0.3772184 
## Iteration 9 lambda =  -0.3799188 
## Iteration 10 lambda =  -0.381269 
## Iteration 11 lambda =  -0.3819441 
## Iteration 12 lambda =  -0.3822817 
## Iteration 13 lambda =  -0.3824504 
## Iteration 14 lambda =  -0.3825348 
## Iteration 15 lambda =  -0.382577 
## Iteration 16 lambda =  -0.3825981 
## Iteration 17 lambda =  -0.3826087 
## Iteration 18 lambda =  -0.3826139 
## Iteration 19 lambda =  -0.3826166 
## Iteration 20 lambda =  -0.3826179 
## Iteration 21 lambda =  -0.3826186 
## Iteration 22 lambda =  -0.3826189 
## Iteration 23 lambda =  -0.3826191 
## Iteration 24 lambda =  -0.3826191 
## Iteration 1 lambda =  0.3350815 
## Iteration 2 lambda =  0.002622192 
## Iteration 3 lambda =  -0.1636074 
## Iteration 4 lambda =  -0.2467223 
## Iteration 5 lambda =  -0.2882797 
## Iteration 6 lambda =  -0.3090584 
## Iteration 7 lambda =  -0.3194477 
## Iteration 8 lambda =  -0.3246424 
## Iteration 9 lambda =  -0.3272397 
## Iteration 10 lambda =  -0.3285384 
## Iteration 11 lambda =  -0.3291877 
## Iteration 12 lambda =  -0.3295124 
## Iteration 13 lambda =  -0.3296747 
## Iteration 14 lambda =  -0.3297559 
## Iteration 15 lambda =  -0.3297965 
## Iteration 16 lambda =  -0.3298168 
## Iteration 17 lambda =  -0.3298269 
## Iteration 18 lambda =  -0.329832 
## Iteration 19 lambda =  -0.3298345 
## Iteration 20 lambda =  -0.3298358 
## Iteration 21 lambda =  -0.3298364 
## Iteration 22 lambda =  -0.3298368 
## Iteration 23 lambda =  -0.3298369 
## Iteration 24 lambda =  -0.329837 
## Iteration 1 lambda =  0.2451813 
## Iteration 2 lambda =  -0.1322281 
## Iteration 3 lambda =  -0.3209327 
## Iteration 4 lambda =  -0.4152851 
## Iteration 5 lambda =  -0.4624612 
## Iteration 6 lambda =  -0.4860493 
## Iteration 7 lambda =  -0.4978434 
## Iteration 8 lambda =  -0.5037404 
## Iteration 9 lambda =  -0.5066889 
## Iteration 10 lambda =  -0.5081632 
## Iteration 11 lambda =  -0.5089003 
## Iteration 12 lambda =  -0.5092689 
## Iteration 13 lambda =  -0.5094531 
## Iteration 14 lambda =  -0.5095453 
## Iteration 15 lambda =  -0.5095913 
## Iteration 16 lambda =  -0.5096144 
## Iteration 17 lambda =  -0.5096259 
## Iteration 18 lambda =  -0.5096317 
## Iteration 19 lambda =  -0.5096345 
## Iteration 20 lambda =  -0.509636 
## Iteration 21 lambda =  -0.5096367 
## Iteration 22 lambda =  -0.5096371 
## Iteration 23 lambda =  -0.5096372 
## Iteration 24 lambda =  -0.5096373 
## Iteration 1 lambda =  0.3287006 
## Iteration 2 lambda =  -0.006949035 
## Iteration 3 lambda =  -0.1747739 
## Iteration 4 lambda =  -0.2586863 
## Iteration 5 lambda =  -0.3006425 
## Iteration 6 lambda =  -0.3216206 
## Iteration 7 lambda =  -0.3321097 
## Iteration 8 lambda =  -0.3373542 
## Iteration 9 lambda =  -0.3399765 
## Iteration 10 lambda =  -0.3412876 
## Iteration 11 lambda =  -0.3419431 
## Iteration 12 lambda =  -0.3422709 
## Iteration 13 lambda =  -0.3424348 
## Iteration 14 lambda =  -0.3425168 
## Iteration 15 lambda =  -0.3425577 
## Iteration 16 lambda =  -0.3425782 
## Iteration 17 lambda =  -0.3425885 
## Iteration 18 lambda =  -0.3425936 
## Iteration 19 lambda =  -0.3425962 
## Iteration 20 lambda =  -0.3425974 
## Iteration 21 lambda =  -0.3425981 
## Iteration 22 lambda =  -0.3425984 
## Iteration 23 lambda =  -0.3425986 
## Iteration 24 lambda =  -0.3425986 
## Iteration 1 lambda =  0.3473199 
## Iteration 2 lambda =  0.02097986 
## Iteration 3 lambda =  -0.1421902 
## Iteration 4 lambda =  -0.2237752 
## Iteration 5 lambda =  -0.2645677 
## Iteration 6 lambda =  -0.2849639 
## Iteration 7 lambda =  -0.2951621 
## Iteration 8 lambda =  -0.3002611 
## Iteration 9 lambda =  -0.3028106 
## Iteration 10 lambda =  -0.3040854 
## Iteration 11 lambda =  -0.3047228 
## Iteration 12 lambda =  -0.3050415 
## Iteration 13 lambda =  -0.3052008 
## Iteration 14 lambda =  -0.3052805 
## Iteration 15 lambda =  -0.3053203 
## Iteration 16 lambda =  -0.3053403 
## Iteration 17 lambda =  -0.3053502 
## Iteration 18 lambda =  -0.3053552 
## Iteration 19 lambda =  -0.3053577 
## Iteration 20 lambda =  -0.3053589 
## Iteration 21 lambda =  -0.3053596 
## Iteration 22 lambda =  -0.3053599 
## Iteration 23 lambda =  -0.30536 
## Iteration 24 lambda =  -0.3053601 
## Iteration 1 lambda =  0.2191602 
## Iteration 2 lambda =  -0.1712597 
## Iteration 3 lambda =  -0.3664697 
## Iteration 4 lambda =  -0.4640747 
## Iteration 5 lambda =  -0.5128771 
## Iteration 6 lambda =  -0.5372784 
## Iteration 7 lambda =  -0.549479 
## Iteration 8 lambda =  -0.5555793 
## Iteration 9 lambda =  -0.5586295 
## Iteration 10 lambda =  -0.5601546 
## Iteration 11 lambda =  -0.5609171 
## Iteration 12 lambda =  -0.5612984 
## Iteration 13 lambda =  -0.561489 
## Iteration 14 lambda =  -0.5615843 
## Iteration 15 lambda =  -0.561632 
## Iteration 16 lambda =  -0.5616558 
## Iteration 17 lambda =  -0.5616677 
## Iteration 18 lambda =  -0.5616737 
## Iteration 19 lambda =  -0.5616767 
## Iteration 20 lambda =  -0.5616781 
## Iteration 21 lambda =  -0.5616789 
## Iteration 22 lambda =  -0.5616793 
## Iteration 23 lambda =  -0.5616794 
## Iteration 24 lambda =  -0.5616795 
## Iteration 1 lambda =  0.2538437 
## Iteration 2 lambda =  -0.1192345 
## Iteration 3 lambda =  -0.3057736 
## Iteration 4 lambda =  -0.3990431 
## Iteration 5 lambda =  -0.4456779 
## Iteration 6 lambda =  -0.4689953 
## Iteration 7 lambda =  -0.480654 
## Iteration 8 lambda =  -0.4864833 
## Iteration 9 lambda =  -0.489398 
## Iteration 10 lambda =  -0.4908554 
## Iteration 11 lambda =  -0.491584 
## Iteration 12 lambda =  -0.4919484 
## Iteration 13 lambda =  -0.4921305 
## Iteration 14 lambda =  -0.4922216 
## Iteration 15 lambda =  -0.4922672 
## Iteration 16 lambda =  -0.4922899 
## Iteration 17 lambda =  -0.4923013 
## Iteration 18 lambda =  -0.492307 
## Iteration 19 lambda =  -0.4923098 
## Iteration 20 lambda =  -0.4923113 
## Iteration 21 lambda =  -0.492312 
## Iteration 22 lambda =  -0.4923123 
## Iteration 23 lambda =  -0.4923125 
## Iteration 24 lambda =  -0.4923126 
## Iteration 1 lambda =  0.3246252 
## Iteration 2 lambda =  -0.01306215 
## Iteration 3 lambda =  -0.1819058 
## Iteration 4 lambda =  -0.2663277 
## Iteration 5 lambda =  -0.3085386 
## Iteration 6 lambda =  -0.3296441 
## Iteration 7 lambda =  -0.3401968 
## Iteration 8 lambda =  -0.3454732 
## Iteration 9 lambda =  -0.3481113 
## Iteration 10 lambda =  -0.3494304 
## Iteration 11 lambda =  -0.35009 
## Iteration 12 lambda =  -0.3504198 
## Iteration 13 lambda =  -0.3505846 
## Iteration 14 lambda =  -0.3506671 
## Iteration 15 lambda =  -0.3507083 
## Iteration 16 lambda =  -0.3507289 
## Iteration 17 lambda =  -0.3507392 
## Iteration 18 lambda =  -0.3507444 
## Iteration 19 lambda =  -0.350747 
## Iteration 20 lambda =  -0.3507482 
## Iteration 21 lambda =  -0.3507489 
## Iteration 22 lambda =  -0.3507492 
## Iteration 23 lambda =  -0.3507494 
## Iteration 24 lambda =  -0.3507495 
## Iteration 1 lambda =  0.3497573 
## Iteration 2 lambda =  0.02463598 
## Iteration 3 lambda =  -0.1379247 
## Iteration 4 lambda =  -0.219205 
## Iteration 5 lambda =  -0.2598452 
## Iteration 6 lambda =  -0.2801653 
## Iteration 7 lambda =  -0.2903253 
## Iteration 8 lambda =  -0.2954053 
## Iteration 9 lambda =  -0.2979453 
## Iteration 10 lambda =  -0.2992154 
## Iteration 11 lambda =  -0.2998504 
## Iteration 12 lambda =  -0.3001679 
## Iteration 13 lambda =  -0.3003266 
## Iteration 14 lambda =  -0.300406 
## Iteration 15 lambda =  -0.3004457 
## Iteration 16 lambda =  -0.3004655 
## Iteration 17 lambda =  -0.3004754 
## Iteration 18 lambda =  -0.3004804 
## Iteration 19 lambda =  -0.3004829 
## Iteration 20 lambda =  -0.3004841 
## Iteration 21 lambda =  -0.3004847 
## Iteration 22 lambda =  -0.300485 
## Iteration 23 lambda =  -0.3004852 
## Iteration 24 lambda =  -0.3004853 
## Iteration 1 lambda =  0.3340049 
## Iteration 2 lambda =  0.001007409 
## Iteration 3 lambda =  -0.1654914 
## Iteration 4 lambda =  -0.2487407 
## Iteration 5 lambda =  -0.2903654 
## Iteration 6 lambda =  -0.3111778 
## Iteration 7 lambda =  -0.3215839 
## Iteration 8 lambda =  -0.326787 
## Iteration 9 lambda =  -0.3293886 
## Iteration 10 lambda =  -0.3306893 
## Iteration 11 lambda =  -0.3313397 
## Iteration 12 lambda =  -0.3316649 
## Iteration 13 lambda =  -0.3318275 
## Iteration 14 lambda =  -0.3319088 
## Iteration 15 lambda =  -0.3319495 
## Iteration 16 lambda =  -0.3319698 
## Iteration 17 lambda =  -0.33198 
## Iteration 18 lambda =  -0.331985 
## Iteration 19 lambda =  -0.3319876 
## Iteration 20 lambda =  -0.3319889 
## Iteration 21 lambda =  -0.3319895 
## Iteration 22 lambda =  -0.3319898 
## Iteration 23 lambda =  -0.33199 
## Iteration 24 lambda =  -0.33199 
## Iteration 1 lambda =  0.2980979 
## Iteration 2 lambda =  -0.0528531 
## Iteration 3 lambda =  -0.2283286 
## Iteration 4 lambda =  -0.3160664 
## Iteration 5 lambda =  -0.3599353 
## Iteration 6 lambda =  -0.3818697 
## Iteration 7 lambda =  -0.3928369 
## Iteration 8 lambda =  -0.3983205 
## Iteration 9 lambda =  -0.4010623 
## Iteration 10 lambda =  -0.4024332 
## Iteration 11 lambda =  -0.4031187 
## Iteration 12 lambda =  -0.4034614 
## Iteration 13 lambda =  -0.4036328 
## Iteration 14 lambda =  -0.4037185 
## Iteration 15 lambda =  -0.4037613 
## Iteration 16 lambda =  -0.4037827 
## Iteration 17 lambda =  -0.4037934 
## Iteration 18 lambda =  -0.4037988 
## Iteration 19 lambda =  -0.4038015 
## Iteration 20 lambda =  -0.4038028 
## Iteration 21 lambda =  -0.4038035 
## Iteration 22 lambda =  -0.4038038 
## Iteration 23 lambda =  -0.403804 
## Iteration 24 lambda =  -0.4038041 
## Iteration 1 lambda =  0.2881488 
## Iteration 2 lambda =  -0.06777678 
## Iteration 3 lambda =  -0.2457396 
## Iteration 4 lambda =  -0.334721 
## Iteration 5 lambda =  -0.3792117 
## Iteration 6 lambda =  -0.401457 
## Iteration 7 lambda =  -0.4125797 
## Iteration 8 lambda =  -0.418141 
## Iteration 9 lambda =  -0.4209217 
## Iteration 10 lambda =  -0.422312 
## Iteration 11 lambda =  -0.4230072 
## Iteration 12 lambda =  -0.4233548 
## Iteration 13 lambda =  -0.4235286 
## Iteration 14 lambda =  -0.4236155 
## Iteration 15 lambda =  -0.4236589 
## Iteration 16 lambda =  -0.4236807 
## Iteration 17 lambda =  -0.4236915 
## Iteration 18 lambda =  -0.4236969 
## Iteration 19 lambda =  -0.4236997 
## Iteration 20 lambda =  -0.423701 
## Iteration 21 lambda =  -0.4237017 
## Iteration 22 lambda =  -0.423702 
## Iteration 23 lambda =  -0.4237022 
## Iteration 24 lambda =  -0.4237023 
## Iteration 1 lambda =  0.1882979 
## Iteration 2 lambda =  -0.2175532 
## Iteration 3 lambda =  -0.4204787 
## Iteration 4 lambda =  -0.5219414 
## Iteration 5 lambda =  -0.5726728 
## Iteration 6 lambda =  -0.5980385 
## Iteration 7 lambda =  -0.6107214 
## Iteration 8 lambda =  -0.6170628 
## Iteration 9 lambda =  -0.6202335 
## Iteration 10 lambda =  -0.6218188 
## Iteration 11 lambda =  -0.6226115 
## Iteration 12 lambda =  -0.6230079 
## Iteration 13 lambda =  -0.623206 
## Iteration 14 lambda =  -0.6233051 
## Iteration 15 lambda =  -0.6233547 
## Iteration 16 lambda =  -0.6233794 
## Iteration 17 lambda =  -0.6233918 
## Iteration 18 lambda =  -0.623398 
## Iteration 19 lambda =  -0.6234011 
## Iteration 20 lambda =  -0.6234027 
## Iteration 21 lambda =  -0.6234034 
## Iteration 22 lambda =  -0.6234038 
## Iteration 23 lambda =  -0.623404 
## Iteration 24 lambda =  -0.6234041 
## Iteration 1 lambda =  0.3086367 
## Iteration 2 lambda =  -0.03704498 
## Iteration 3 lambda =  -0.2098858 
## Iteration 4 lambda =  -0.2963062 
## Iteration 5 lambda =  -0.3395164 
## Iteration 6 lambda =  -0.3611215 
## Iteration 7 lambda =  -0.3719241 
## Iteration 8 lambda =  -0.3773254 
## Iteration 9 lambda =  -0.380026 
## Iteration 10 lambda =  -0.3813763 
## Iteration 11 lambda =  -0.3820515 
## Iteration 12 lambda =  -0.3823891 
## Iteration 13 lambda =  -0.3825579 
## Iteration 14 lambda =  -0.3826422 
## Iteration 15 lambda =  -0.3826844 
## Iteration 16 lambda =  -0.3827055 
## Iteration 17 lambda =  -0.3827161 
## Iteration 18 lambda =  -0.3827214 
## Iteration 19 lambda =  -0.382724 
## Iteration 20 lambda =  -0.3827253 
## Iteration 21 lambda =  -0.382726 
## Iteration 22 lambda =  -0.3827263 
## Iteration 23 lambda =  -0.3827265 
## Iteration 24 lambda =  -0.3827266 
## Iteration 1 lambda =  0.2702348 
## Iteration 2 lambda =  -0.09464781 
## Iteration 3 lambda =  -0.2770891 
## Iteration 4 lambda =  -0.3683098 
## Iteration 5 lambda =  -0.4139201 
## Iteration 6 lambda =  -0.4367253 
## Iteration 7 lambda =  -0.4481278 
## Iteration 8 lambda =  -0.4538291 
## Iteration 9 lambda =  -0.4566798 
## Iteration 10 lambda =  -0.4581051 
## Iteration 11 lambda =  -0.4588178 
## Iteration 12 lambda =  -0.4591741 
## Iteration 13 lambda =  -0.4593523 
## Iteration 14 lambda =  -0.4594413 
## Iteration 15 lambda =  -0.4594859 
## Iteration 16 lambda =  -0.4595081 
## Iteration 17 lambda =  -0.4595193 
## Iteration 18 lambda =  -0.4595249 
## Iteration 19 lambda =  -0.4595276 
## Iteration 20 lambda =  -0.459529 
## Iteration 21 lambda =  -0.4595297 
## Iteration 22 lambda =  -0.4595301 
## Iteration 23 lambda =  -0.4595302 
## Iteration 24 lambda =  -0.4595303 
## Iteration 1 lambda =  0.3675114 
## Iteration 2 lambda =  0.05126706 
## Iteration 3 lambda =  -0.1068551 
## Iteration 4 lambda =  -0.1859162 
## Iteration 5 lambda =  -0.2254467 
## Iteration 6 lambda =  -0.245212 
## Iteration 7 lambda =  -0.2550946 
## Iteration 8 lambda =  -0.2600359 
## Iteration 9 lambda =  -0.2625066 
## Iteration 10 lambda =  -0.2637419 
## Iteration 11 lambda =  -0.2643596 
## Iteration 12 lambda =  -0.2646684 
## Iteration 13 lambda =  -0.2648228 
## Iteration 14 lambda =  -0.2649 
## Iteration 15 lambda =  -0.2649386 
## Iteration 16 lambda =  -0.2649579 
## Iteration 17 lambda =  -0.2649676 
## Iteration 18 lambda =  -0.2649724 
## Iteration 19 lambda =  -0.2649748 
## Iteration 20 lambda =  -0.264976 
## Iteration 21 lambda =  -0.2649766 
## Iteration 22 lambda =  -0.2649769 
## Iteration 23 lambda =  -0.2649771 
## Iteration 24 lambda =  -0.2649772 
## Iteration 1 lambda =  0.2501793 
## Iteration 2 lambda =  -0.124731 
## Iteration 3 lambda =  -0.3121862 
## Iteration 4 lambda =  -0.4059138 
## Iteration 5 lambda =  -0.4527776 
## Iteration 6 lambda =  -0.4762095 
## Iteration 7 lambda =  -0.4879254 
## Iteration 8 lambda =  -0.4937834 
## Iteration 9 lambda =  -0.4967124 
## Iteration 10 lambda =  -0.4981769 
## Iteration 11 lambda =  -0.4989091 
## Iteration 12 lambda =  -0.4992753 
## Iteration 13 lambda =  -0.4994583 
## Iteration 14 lambda =  -0.4995499 
## Iteration 15 lambda =  -0.4995956 
## Iteration 16 lambda =  -0.4996185 
## Iteration 17 lambda =  -0.49963 
## Iteration 18 lambda =  -0.4996357 
## Iteration 19 lambda =  -0.4996385 
## Iteration 20 lambda =  -0.49964 
## Iteration 21 lambda =  -0.4996407 
## Iteration 22 lambda =  -0.499641 
## Iteration 23 lambda =  -0.4996412 
## Iteration 24 lambda =  -0.4996413 
## Iteration 1 lambda =  0.2415123 
## Iteration 2 lambda =  -0.1377315 
## Iteration 3 lambda =  -0.3273534 
## Iteration 4 lambda =  -0.4221644 
## Iteration 5 lambda =  -0.4695699 
## Iteration 6 lambda =  -0.4932726 
## Iteration 7 lambda =  -0.505124 
## Iteration 8 lambda =  -0.5110497 
## Iteration 9 lambda =  -0.5140125 
## Iteration 10 lambda =  -0.5154939 
## Iteration 11 lambda =  -0.5162347 
## Iteration 12 lambda =  -0.516605 
## Iteration 13 lambda =  -0.5167902 
## Iteration 14 lambda =  -0.5168828 
## Iteration 15 lambda =  -0.5169291 
## Iteration 16 lambda =  -0.5169522 
## Iteration 17 lambda =  -0.5169638 
## Iteration 18 lambda =  -0.5169696 
## Iteration 19 lambda =  -0.5169725 
## Iteration 20 lambda =  -0.5169739 
## Iteration 21 lambda =  -0.5169746 
## Iteration 22 lambda =  -0.516975 
## Iteration 23 lambda =  -0.5169752 
## Iteration 24 lambda =  -0.5169753 
## Iteration 1 lambda =  0.3337073 
## Iteration 2 lambda =  0.0005609523 
## Iteration 3 lambda =  -0.1660122 
## Iteration 4 lambda =  -0.2492988 
## Iteration 5 lambda =  -0.2909421 
## Iteration 6 lambda =  -0.3117638 
## Iteration 7 lambda =  -0.3221746 
## Iteration 8 lambda =  -0.32738 
## Iteration 9 lambda =  -0.3299827 
## Iteration 10 lambda =  -0.331284 
## Iteration 11 lambda =  -0.3319347 
## Iteration 12 lambda =  -0.3322601 
## Iteration 13 lambda =  -0.3324227 
## Iteration 14 lambda =  -0.3325041 
## Iteration 15 lambda =  -0.3325447 
## Iteration 16 lambda =  -0.3325651 
## Iteration 17 lambda =  -0.3325752 
## Iteration 18 lambda =  -0.3325803 
## Iteration 19 lambda =  -0.3325829 
## Iteration 20 lambda =  -0.3325841 
## Iteration 21 lambda =  -0.3325848 
## Iteration 22 lambda =  -0.3325851 
## Iteration 23 lambda =  -0.3325852 
## Iteration 24 lambda =  -0.3325853 
## Iteration 1 lambda =  0.323597 
## Iteration 2 lambda =  -0.01460449 
## Iteration 3 lambda =  -0.1837052 
## Iteration 4 lambda =  -0.2682556 
## Iteration 5 lambda =  -0.3105308 
## Iteration 6 lambda =  -0.3316684 
## Iteration 7 lambda =  -0.3422372 
## Iteration 8 lambda =  -0.3475216 
## Iteration 9 lambda =  -0.3501638 
## Iteration 10 lambda =  -0.3514849 
## Iteration 11 lambda =  -0.3521454 
## Iteration 12 lambda =  -0.3524757 
## Iteration 13 lambda =  -0.3526408 
## Iteration 14 lambda =  -0.3527234 
## Iteration 15 lambda =  -0.3527647 
## Iteration 16 lambda =  -0.3527853 
## Iteration 17 lambda =  -0.3527957 
## Iteration 18 lambda =  -0.3528008 
## Iteration 19 lambda =  -0.3528034 
## Iteration 20 lambda =  -0.3528047 
## Iteration 21 lambda =  -0.3528053 
## Iteration 22 lambda =  -0.3528057 
## Iteration 23 lambda =  -0.3528058 
## Iteration 24 lambda =  -0.3528059 
## Iteration 1 lambda =  0.2068961 
## Iteration 2 lambda =  -0.1896559 
## Iteration 3 lambda =  -0.3879319 
## Iteration 4 lambda =  -0.4870699 
## Iteration 5 lambda =  -0.5366389 
## Iteration 6 lambda =  -0.5614234 
## Iteration 7 lambda =  -0.5738156 
## Iteration 8 lambda =  -0.5800118 
## Iteration 9 lambda =  -0.5831098 
## Iteration 10 lambda =  -0.5846588 
## Iteration 11 lambda =  -0.5854334 
## Iteration 12 lambda =  -0.5858206 
## Iteration 13 lambda =  -0.5860142 
## Iteration 14 lambda =  -0.5861111 
## Iteration 15 lambda =  -0.5861595 
## Iteration 16 lambda =  -0.5861837 
## Iteration 17 lambda =  -0.5861958 
## Iteration 18 lambda =  -0.5862018 
## Iteration 19 lambda =  -0.5862049 
## Iteration 20 lambda =  -0.5862064 
## Iteration 21 lambda =  -0.5862071 
## Iteration 22 lambda =  -0.5862075 
## Iteration 23 lambda =  -0.5862077 
## Iteration 24 lambda =  -0.5862078 
## Iteration 1 lambda =  0.3573559 
## Iteration 2 lambda =  0.03603386 
## Iteration 3 lambda =  -0.1246272 
## Iteration 4 lambda =  -0.2049577 
## Iteration 5 lambda =  -0.2451229 
## Iteration 6 lambda =  -0.2652056 
## Iteration 7 lambda =  -0.2752469 
## Iteration 8 lambda =  -0.2802675 
## Iteration 9 lambda =  -0.2827779 
## Iteration 10 lambda =  -0.284033 
## Iteration 11 lambda =  -0.2846606 
## Iteration 12 lambda =  -0.2849744 
## Iteration 13 lambda =  -0.2851313 
## Iteration 14 lambda =  -0.2852097 
## Iteration 15 lambda =  -0.285249 
## Iteration 16 lambda =  -0.2852686 
## Iteration 17 lambda =  -0.2852784 
## Iteration 18 lambda =  -0.2852833 
## Iteration 19 lambda =  -0.2852857 
## Iteration 20 lambda =  -0.285287 
## Iteration 21 lambda =  -0.2852876 
## Iteration 22 lambda =  -0.2852879 
## Iteration 23 lambda =  -0.285288 
## Iteration 24 lambda =  -0.2852881 
## Iteration 1 lambda =  0.2609549 
## Iteration 2 lambda =  -0.1085677 
## Iteration 3 lambda =  -0.293329 
## Iteration 4 lambda =  -0.3857096 
## Iteration 5 lambda =  -0.4318999 
## Iteration 6 lambda =  -0.4549951 
## Iteration 7 lambda =  -0.4665427 
## Iteration 8 lambda =  -0.4723165 
## Iteration 9 lambda =  -0.4752034 
## Iteration 10 lambda =  -0.4766468 
## Iteration 11 lambda =  -0.4773685 
## Iteration 12 lambda =  -0.4777294 
## Iteration 13 lambda =  -0.4779098 
## Iteration 14 lambda =  -0.478 
## Iteration 15 lambda =  -0.4780451 
## Iteration 16 lambda =  -0.4780677 
## Iteration 17 lambda =  -0.478079 
## Iteration 18 lambda =  -0.4780846 
## Iteration 19 lambda =  -0.4780874 
## Iteration 20 lambda =  -0.4780888 
## Iteration 21 lambda =  -0.4780895 
## Iteration 22 lambda =  -0.4780899 
## Iteration 23 lambda =  -0.4780901 
## Iteration 24 lambda =  -0.4780902 
## Iteration 1 lambda =  0.2993285 
## Iteration 2 lambda =  -0.05100724 
## Iteration 3 lambda =  -0.2261751 
## Iteration 4 lambda =  -0.313759 
## Iteration 5 lambda =  -0.357551 
## Iteration 6 lambda =  -0.379447 
## Iteration 7 lambda =  -0.390395 
## Iteration 8 lambda =  -0.395869 
## Iteration 9 lambda =  -0.398606 
## Iteration 10 lambda =  -0.3999745 
## Iteration 11 lambda =  -0.4006587 
## Iteration 12 lambda =  -0.4010009 
## Iteration 13 lambda =  -0.4011719 
## Iteration 14 lambda =  -0.4012574 
## Iteration 15 lambda =  -0.4013002 
## Iteration 16 lambda =  -0.4013216 
## Iteration 17 lambda =  -0.4013323 
## Iteration 18 lambda =  -0.4013376 
## Iteration 19 lambda =  -0.4013403 
## Iteration 20 lambda =  -0.4013416 
## Iteration 21 lambda =  -0.4013423 
## Iteration 22 lambda =  -0.4013426 
## Iteration 23 lambda =  -0.4013428 
## Iteration 24 lambda =  -0.4013429 
## Iteration 1 lambda =  0.3035539 
## Iteration 2 lambda =  -0.04466909 
## Iteration 3 lambda =  -0.2187806 
## Iteration 4 lambda =  -0.3058364 
## Iteration 5 lambda =  -0.3493642 
## Iteration 6 lambda =  -0.3711282 
## Iteration 7 lambda =  -0.3820102 
## Iteration 8 lambda =  -0.3874511 
## Iteration 9 lambda =  -0.3901716 
## Iteration 10 lambda =  -0.3915319 
## Iteration 11 lambda =  -0.392212 
## Iteration 12 lambda =  -0.3925521 
## Iteration 13 lambda =  -0.3927221 
## Iteration 14 lambda =  -0.3928071 
## Iteration 15 lambda =  -0.3928496 
## Iteration 16 lambda =  -0.3928709 
## Iteration 17 lambda =  -0.3928815 
## Iteration 18 lambda =  -0.3928868 
## Iteration 19 lambda =  -0.3928895 
## Iteration 20 lambda =  -0.3928908 
## Iteration 21 lambda =  -0.3928915 
## Iteration 22 lambda =  -0.3928918 
## Iteration 23 lambda =  -0.392892 
## Iteration 24 lambda =  -0.392892 
## Iteration 1 lambda =  0.3152928 
## Iteration 2 lambda =  -0.02706084 
## Iteration 3 lambda =  -0.1982376 
## Iteration 4 lambda =  -0.2838261 
## Iteration 5 lambda =  -0.3266203 
## Iteration 6 lambda =  -0.3480174 
## Iteration 7 lambda =  -0.3587159 
## Iteration 8 lambda =  -0.3640652 
## Iteration 9 lambda =  -0.3667398 
## Iteration 10 lambda =  -0.3680771 
## Iteration 11 lambda =  -0.3687458 
## Iteration 12 lambda =  -0.3690801 
## Iteration 13 lambda =  -0.3692473 
## Iteration 14 lambda =  -0.3693309 
## Iteration 15 lambda =  -0.3693727 
## Iteration 16 lambda =  -0.3693936 
## Iteration 17 lambda =  -0.369404 
## Iteration 18 lambda =  -0.3694092 
## Iteration 19 lambda =  -0.3694118 
## Iteration 20 lambda =  -0.3694131 
## Iteration 21 lambda =  -0.3694138 
## Iteration 22 lambda =  -0.3694141 
## Iteration 23 lambda =  -0.3694143 
## Iteration 24 lambda =  -0.3694144 
## Iteration 1 lambda =  0.3563019 
## Iteration 2 lambda =  0.03445288 
## Iteration 3 lambda =  -0.1264716 
## Iteration 4 lambda =  -0.2069339 
## Iteration 5 lambda =  -0.247165 
## Iteration 6 lambda =  -0.2672806 
## Iteration 7 lambda =  -0.2773384 
## Iteration 8 lambda =  -0.2823673 
## Iteration 9 lambda =  -0.2848817 
## Iteration 10 lambda =  -0.2861389 
## Iteration 11 lambda =  -0.2867676 
## Iteration 12 lambda =  -0.2870819 
## Iteration 13 lambda =  -0.287239 
## Iteration 14 lambda =  -0.2873176 
## Iteration 15 lambda =  -0.2873569 
## Iteration 16 lambda =  -0.2873765 
## Iteration 17 lambda =  -0.2873863 
## Iteration 18 lambda =  -0.2873913 
## Iteration 19 lambda =  -0.2873937 
## Iteration 20 lambda =  -0.2873949 
## Iteration 21 lambda =  -0.2873955 
## Iteration 22 lambda =  -0.2873959 
## Iteration 23 lambda =  -0.287396 
## Iteration 24 lambda =  -0.2873961 
## Iteration 1 lambda =  0.2640572 
## Iteration 2 lambda =  -0.1039142 
## Iteration 3 lambda =  -0.2878999 
## Iteration 4 lambda =  -0.3798928 
## Iteration 5 lambda =  -0.4258892 
## Iteration 6 lambda =  -0.4488874 
## Iteration 7 lambda =  -0.4603865 
## Iteration 8 lambda =  -0.4661361 
## Iteration 9 lambda =  -0.4690108 
## Iteration 10 lambda =  -0.4704482 
## Iteration 11 lambda =  -0.4711669 
## Iteration 12 lambda =  -0.4715263 
## Iteration 13 lambda =  -0.4717059 
## Iteration 14 lambda =  -0.4717958 
## Iteration 15 lambda =  -0.4718407 
## Iteration 16 lambda =  -0.4718632 
## Iteration 17 lambda =  -0.4718744 
## Iteration 18 lambda =  -0.47188 
## Iteration 19 lambda =  -0.4718828 
## Iteration 20 lambda =  -0.4718842 
## Iteration 21 lambda =  -0.4718849 
## Iteration 22 lambda =  -0.4718853 
## Iteration 23 lambda =  -0.4718854 
## Iteration 24 lambda =  -0.4718855 
## Iteration 1 lambda =  0.343809 
## Iteration 2 lambda =  0.01571344 
## Iteration 3 lambda =  -0.1483343 
## Iteration 4 lambda =  -0.2303582 
## Iteration 5 lambda =  -0.2713701 
## Iteration 6 lambda =  -0.2918761 
## Iteration 7 lambda =  -0.3021291 
## Iteration 8 lambda =  -0.3072556 
## Iteration 9 lambda =  -0.3098188 
## Iteration 10 lambda =  -0.3111005 
## Iteration 11 lambda =  -0.3117413 
## Iteration 12 lambda =  -0.3120617 
## Iteration 13 lambda =  -0.3122219 
## Iteration 14 lambda =  -0.312302 
## Iteration 15 lambda =  -0.312342 
## Iteration 16 lambda =  -0.3123621 
## Iteration 17 lambda =  -0.3123721 
## Iteration 18 lambda =  -0.3123771 
## Iteration 19 lambda =  -0.3123796 
## Iteration 20 lambda =  -0.3123808 
## Iteration 21 lambda =  -0.3123815 
## Iteration 22 lambda =  -0.3123818 
## Iteration 23 lambda =  -0.3123819 
## Iteration 24 lambda =  -0.312382 
## Iteration 1 lambda =  0.3486377 
## Iteration 2 lambda =  0.02295655 
## Iteration 3 lambda =  -0.139884 
## Iteration 4 lambda =  -0.2213043 
## Iteration 5 lambda =  -0.2620145 
## Iteration 6 lambda =  -0.2823695 
## Iteration 7 lambda =  -0.2925471 
## Iteration 8 lambda =  -0.2976358 
## Iteration 9 lambda =  -0.3001802 
## Iteration 10 lambda =  -0.3014524 
## Iteration 11 lambda =  -0.3020885 
## Iteration 12 lambda =  -0.3024065 
## Iteration 13 lambda =  -0.3025656 
## Iteration 14 lambda =  -0.3026451 
## Iteration 15 lambda =  -0.3026848 
## Iteration 16 lambda =  -0.3027047 
## Iteration 17 lambda =  -0.3027147 
## Iteration 18 lambda =  -0.3027196 
## Iteration 19 lambda =  -0.3027221 
## Iteration 20 lambda =  -0.3027234 
## Iteration 21 lambda =  -0.302724 
## Iteration 22 lambda =  -0.3027243 
## Iteration 23 lambda =  -0.3027244 
## Iteration 24 lambda =  -0.3027245 
## Iteration 1 lambda =  0.2348958 
## Iteration 2 lambda =  -0.1476563 
## Iteration 3 lambda =  -0.3389324 
## Iteration 4 lambda =  -0.4345704 
## Iteration 5 lambda =  -0.4823894 
## Iteration 6 lambda =  -0.5062989 
## Iteration 7 lambda =  -0.5182537 
## Iteration 8 lambda =  -0.524231 
## Iteration 9 lambda =  -0.5272197 
## Iteration 10 lambda =  -0.5287141 
## Iteration 11 lambda =  -0.5294612 
## Iteration 12 lambda =  -0.5298348 
## Iteration 13 lambda =  -0.5300216 
## Iteration 14 lambda =  -0.530115 
## Iteration 15 lambda =  -0.5301617 
## Iteration 16 lambda =  -0.5301851 
## Iteration 17 lambda =  -0.5301967 
## Iteration 18 lambda =  -0.5302026 
## Iteration 19 lambda =  -0.5302055 
## Iteration 20 lambda =  -0.5302069 
## Iteration 21 lambda =  -0.5302077 
## Iteration 22 lambda =  -0.530208 
## Iteration 23 lambda =  -0.5302082 
## Iteration 24 lambda =  -0.5302083 
## Iteration 1 lambda =  0.3856544 
## Iteration 2 lambda =  0.07848157 
## Iteration 3 lambda =  -0.07510483 
## Iteration 4 lambda =  -0.151898 
## Iteration 5 lambda =  -0.1902946 
## Iteration 6 lambda =  -0.2094929 
## Iteration 7 lambda =  -0.2190921 
## Iteration 8 lambda =  -0.2238917 
## Iteration 9 lambda =  -0.2262915 
## Iteration 10 lambda =  -0.2274913 
## Iteration 11 lambda =  -0.2280913 
## Iteration 12 lambda =  -0.2283913 
## Iteration 13 lambda =  -0.2285413 
## Iteration 14 lambda =  -0.2286162 
## Iteration 15 lambda =  -0.2286537 
## Iteration 16 lambda =  -0.2286725 
## Iteration 17 lambda =  -0.2286819 
## Iteration 18 lambda =  -0.2286866 
## Iteration 19 lambda =  -0.2286889 
## Iteration 20 lambda =  -0.2286901 
## Iteration 21 lambda =  -0.2286907 
## Iteration 22 lambda =  -0.2286909 
## Iteration 23 lambda =  -0.2286911 
## Iteration 24 lambda =  -0.2286912 
## Iteration 1 lambda =  0.2156896 
## Iteration 2 lambda =  -0.1764657 
## Iteration 3 lambda =  -0.3725433 
## Iteration 4 lambda =  -0.4705821 
## Iteration 5 lambda =  -0.5196015 
## Iteration 6 lambda =  -0.5441112 
## Iteration 7 lambda =  -0.556366 
## Iteration 8 lambda =  -0.5624934 
## Iteration 9 lambda =  -0.5655572 
## Iteration 10 lambda =  -0.567089 
## Iteration 11 lambda =  -0.5678549 
## Iteration 12 lambda =  -0.5682379 
## Iteration 13 lambda =  -0.5684294 
## Iteration 14 lambda =  -0.5685251 
## Iteration 15 lambda =  -0.568573 
## Iteration 16 lambda =  -0.5685969 
## Iteration 17 lambda =  -0.5686089 
## Iteration 18 lambda =  -0.5686149 
## Iteration 19 lambda =  -0.5686179 
## Iteration 20 lambda =  -0.5686194 
## Iteration 21 lambda =  -0.5686201 
## Iteration 22 lambda =  -0.5686205 
## Iteration 23 lambda =  -0.5686207 
## Iteration 24 lambda =  -0.5686208 
## Iteration 1 lambda =  0.3326609 
## Iteration 2 lambda =  -0.001008689 
## Iteration 3 lambda =  -0.1678435 
## Iteration 4 lambda =  -0.2512609 
## Iteration 5 lambda =  -0.2929696 
## Iteration 6 lambda =  -0.3138239 
## Iteration 7 lambda =  -0.3242511 
## Iteration 8 lambda =  -0.3294647 
## Iteration 9 lambda =  -0.3320715 
## Iteration 10 lambda =  -0.3333749 
## Iteration 11 lambda =  -0.3340266 
## Iteration 12 lambda =  -0.3343524 
## Iteration 13 lambda =  -0.3345153 
## Iteration 14 lambda =  -0.3345968 
## Iteration 15 lambda =  -0.3346375 
## Iteration 16 lambda =  -0.3346579 
## Iteration 17 lambda =  -0.3346681 
## Iteration 18 lambda =  -0.3346732 
## Iteration 19 lambda =  -0.3346757 
## Iteration 20 lambda =  -0.334677 
## Iteration 21 lambda =  -0.3346776 
## Iteration 22 lambda =  -0.3346779 
## Iteration 23 lambda =  -0.3346781 
## Iteration 24 lambda =  -0.3346782 
## Iteration 1 lambda =  0.3581894 
## Iteration 2 lambda =  0.03728413 
## Iteration 3 lambda =  -0.1231685 
## Iteration 4 lambda =  -0.2033948 
## Iteration 5 lambda =  -0.243508 
## Iteration 6 lambda =  -0.2635646 
## Iteration 7 lambda =  -0.2735929 
## Iteration 8 lambda =  -0.278607 
## Iteration 9 lambda =  -0.2811141 
## Iteration 10 lambda =  -0.2823676 
## Iteration 11 lambda =  -0.2829944 
## Iteration 12 lambda =  -0.2833078 
## Iteration 13 lambda =  -0.2834645 
## Iteration 14 lambda =  -0.2835428 
## Iteration 15 lambda =  -0.283582 
## Iteration 16 lambda =  -0.2836016 
## Iteration 17 lambda =  -0.2836114 
## Iteration 18 lambda =  -0.2836163 
## Iteration 19 lambda =  -0.2836187 
## Iteration 20 lambda =  -0.2836199 
## Iteration 21 lambda =  -0.2836205 
## Iteration 22 lambda =  -0.2836209 
## Iteration 23 lambda =  -0.283621 
## Iteration 24 lambda =  -0.2836211 
## Iteration 1 lambda =  0.3534242 
## Iteration 2 lambda =  0.03013626 
## Iteration 3 lambda =  -0.1315077 
## Iteration 4 lambda =  -0.2123297 
## Iteration 5 lambda =  -0.2527407 
## Iteration 6 lambda =  -0.2729462 
## Iteration 7 lambda =  -0.2830489 
## Iteration 8 lambda =  -0.2881003 
## Iteration 9 lambda =  -0.290626 
## Iteration 10 lambda =  -0.2918888 
## Iteration 11 lambda =  -0.2925202 
## Iteration 12 lambda =  -0.2928359 
## Iteration 13 lambda =  -0.2929938 
## Iteration 14 lambda =  -0.2930727 
## Iteration 15 lambda =  -0.2931122 
## Iteration 16 lambda =  -0.2931319 
## Iteration 17 lambda =  -0.2931418 
## Iteration 18 lambda =  -0.2931467 
## Iteration 19 lambda =  -0.2931492 
## Iteration 20 lambda =  -0.2931504 
## Iteration 21 lambda =  -0.293151 
## Iteration 22 lambda =  -0.2931513 
## Iteration 23 lambda =  -0.2931515 
## Iteration 24 lambda =  -0.2931516 
## Iteration 1 lambda =  0.3013847 
## Iteration 2 lambda =  -0.04792289 
## Iteration 3 lambda =  -0.2225767 
## Iteration 4 lambda =  -0.3099036 
## Iteration 5 lambda =  -0.3535671 
## Iteration 6 lambda =  -0.3753988 
## Iteration 7 lambda =  -0.3863147 
## Iteration 8 lambda =  -0.3917726 
## Iteration 9 lambda =  -0.3945016 
## Iteration 10 lambda =  -0.395866 
## Iteration 11 lambda =  -0.3965483 
## Iteration 12 lambda =  -0.3968894 
## Iteration 13 lambda =  -0.39706 
## Iteration 14 lambda =  -0.3971452 
## Iteration 15 lambda =  -0.3971879 
## Iteration 16 lambda =  -0.3972092 
## Iteration 17 lambda =  -0.3972199 
## Iteration 18 lambda =  -0.3972252 
## Iteration 19 lambda =  -0.3972279 
## Iteration 20 lambda =  -0.3972292 
## Iteration 21 lambda =  -0.3972299 
## Iteration 22 lambda =  -0.3972302 
## Iteration 23 lambda =  -0.3972304 
## Iteration 24 lambda =  -0.3972304 
## Iteration 1 lambda =  0.3748071 
## Iteration 2 lambda =  0.06221069 
## Iteration 3 lambda =  -0.09408752 
## Iteration 4 lambda =  -0.1722366 
## Iteration 5 lambda =  -0.2113112 
## Iteration 6 lambda =  -0.2308485 
## Iteration 7 lambda =  -0.2406171 
## Iteration 8 lambda =  -0.2455014 
## Iteration 9 lambda =  -0.2479436 
## Iteration 10 lambda =  -0.2491647 
## Iteration 11 lambda =  -0.2497752 
## Iteration 12 lambda =  -0.2500805 
## Iteration 13 lambda =  -0.2502331 
## Iteration 14 lambda =  -0.2503094 
## Iteration 15 lambda =  -0.2503476 
## Iteration 16 lambda =  -0.2503667 
## Iteration 17 lambda =  -0.2503762 
## Iteration 18 lambda =  -0.250381 
## Iteration 19 lambda =  -0.2503834 
## Iteration 20 lambda =  -0.2503845 
## Iteration 21 lambda =  -0.2503851 
## Iteration 22 lambda =  -0.2503854 
## Iteration 23 lambda =  -0.2503856 
## Iteration 24 lambda =  -0.2503857 
## Iteration 1 lambda =  0.3752237 
## Iteration 2 lambda =  0.06283549 
## Iteration 3 lambda =  -0.0933586 
## Iteration 4 lambda =  -0.1714556 
## Iteration 5 lambda =  -0.2105042 
## Iteration 6 lambda =  -0.2300284 
## Iteration 7 lambda =  -0.2397906 
## Iteration 8 lambda =  -0.2446716 
## Iteration 9 lambda =  -0.2471122 
## Iteration 10 lambda =  -0.2483324 
## Iteration 11 lambda =  -0.2489425 
## Iteration 12 lambda =  -0.2492476 
## Iteration 13 lambda =  -0.2494001 
## Iteration 14 lambda =  -0.2494764 
## Iteration 15 lambda =  -0.2495145 
## Iteration 16 lambda =  -0.2495336 
## Iteration 17 lambda =  -0.2495431 
## Iteration 18 lambda =  -0.2495479 
## Iteration 19 lambda =  -0.2495503 
## Iteration 20 lambda =  -0.2495515 
## Iteration 21 lambda =  -0.2495521 
## Iteration 22 lambda =  -0.2495524 
## Iteration 23 lambda =  -0.2495525 
## Iteration 24 lambda =  -0.2495526 
## Iteration 1 lambda =  0.375094 
## Iteration 2 lambda =  0.06264098 
## Iteration 3 lambda =  -0.09358552 
## Iteration 4 lambda =  -0.1716988 
## Iteration 5 lambda =  -0.2107554 
## Iteration 6 lambda =  -0.2302837 
## Iteration 7 lambda =  -0.2400479 
## Iteration 8 lambda =  -0.2449299 
## Iteration 9 lambda =  -0.247371 
## Iteration 10 lambda =  -0.2485915 
## Iteration 11 lambda =  -0.2492018 
## Iteration 12 lambda =  -0.2495069 
## Iteration 13 lambda =  -0.2496595 
## Iteration 14 lambda =  -0.2497357 
## Iteration 15 lambda =  -0.2497739 
## Iteration 16 lambda =  -0.249793 
## Iteration 17 lambda =  -0.2498025 
## Iteration 18 lambda =  -0.2498073 
## Iteration 19 lambda =  -0.2498096 
## Iteration 20 lambda =  -0.2498108 
## Iteration 21 lambda =  -0.2498114 
## Iteration 22 lambda =  -0.2498117 
## Iteration 23 lambda =  -0.2498119 
## Iteration 24 lambda =  -0.2498119 
## Iteration 1 lambda =  0.3049721 
## Iteration 2 lambda =  -0.0425419 
## Iteration 3 lambda =  -0.2162989 
## Iteration 4 lambda =  -0.3031774 
## Iteration 5 lambda =  -0.3466166 
## Iteration 6 lambda =  -0.3683362 
## Iteration 7 lambda =  -0.3791961 
## Iteration 8 lambda =  -0.384626 
## Iteration 9 lambda =  -0.3873409 
## Iteration 10 lambda =  -0.3886984 
## Iteration 11 lambda =  -0.3893771 
## Iteration 12 lambda =  -0.3897165 
## Iteration 13 lambda =  -0.3898862 
## Iteration 14 lambda =  -0.389971 
## Iteration 15 lambda =  -0.3900135 
## Iteration 16 lambda =  -0.3900347 
## Iteration 17 lambda =  -0.3900453 
## Iteration 18 lambda =  -0.3900506 
## Iteration 19 lambda =  -0.3900532 
## Iteration 20 lambda =  -0.3900545 
## Iteration 21 lambda =  -0.3900552 
## Iteration 22 lambda =  -0.3900555 
## Iteration 23 lambda =  -0.3900557 
## Iteration 24 lambda =  -0.3900558 
## Iteration 1 lambda =  0.3401967 
## Iteration 2 lambda =  0.01029501 
## Iteration 3 lambda =  -0.1546558 
## Iteration 4 lambda =  -0.2371312 
## Iteration 5 lambda =  -0.2783689 
## Iteration 6 lambda =  -0.2989878 
## Iteration 7 lambda =  -0.3092972 
## Iteration 8 lambda =  -0.3144519 
## Iteration 9 lambda =  -0.3170293 
## Iteration 10 lambda =  -0.318318 
## Iteration 11 lambda =  -0.3189623 
## Iteration 12 lambda =  -0.3192845 
## Iteration 13 lambda =  -0.3194456 
## Iteration 14 lambda =  -0.3195261 
## Iteration 15 lambda =  -0.3195664 
## Iteration 16 lambda =  -0.3195865 
## Iteration 17 lambda =  -0.3195966 
## Iteration 18 lambda =  -0.3196016 
## Iteration 19 lambda =  -0.3196041 
## Iteration 20 lambda =  -0.3196054 
## Iteration 21 lambda =  -0.319606 
## Iteration 22 lambda =  -0.3196063 
## Iteration 23 lambda =  -0.3196065 
## Iteration 24 lambda =  -0.3196066 
## Iteration 1 lambda =  0.2970744 
## Iteration 2 lambda =  -0.05438833 
## Iteration 3 lambda =  -0.2301197 
## Iteration 4 lambda =  -0.3179854 
## Iteration 5 lambda =  -0.3619183 
## Iteration 6 lambda =  -0.3838847 
## Iteration 7 lambda =  -0.3948679 
## Iteration 8 lambda =  -0.4003595 
## Iteration 9 lambda =  -0.4031053 
## Iteration 10 lambda =  -0.4044782 
## Iteration 11 lambda =  -0.4051647 
## Iteration 12 lambda =  -0.4055079 
## Iteration 13 lambda =  -0.4056795 
## Iteration 14 lambda =  -0.4057653 
## Iteration 15 lambda =  -0.4058082 
## Iteration 16 lambda =  -0.4058297 
## Iteration 17 lambda =  -0.4058404 
## Iteration 18 lambda =  -0.4058457 
## Iteration 19 lambda =  -0.4058484 
## Iteration 20 lambda =  -0.4058498 
## Iteration 21 lambda =  -0.4058504 
## Iteration 22 lambda =  -0.4058508 
## Iteration 23 lambda =  -0.4058509 
## Iteration 24 lambda =  -0.405851 
## Iteration 1 lambda =  0.3031989 
## Iteration 2 lambda =  -0.04520169 
## Iteration 3 lambda =  -0.219402 
## Iteration 4 lambda =  -0.3065021 
## Iteration 5 lambda =  -0.3500522 
## Iteration 6 lambda =  -0.3718272 
## Iteration 7 lambda =  -0.3827147 
## Iteration 8 lambda =  -0.3881585 
## Iteration 9 lambda =  -0.3908804 
## Iteration 10 lambda =  -0.3922413 
## Iteration 11 lambda =  -0.3929218 
## Iteration 12 lambda =  -0.393262 
## Iteration 13 lambda =  -0.3934321 
## Iteration 14 lambda =  -0.3935172 
## Iteration 15 lambda =  -0.3935597 
## Iteration 16 lambda =  -0.393581 
## Iteration 17 lambda =  -0.3935916 
## Iteration 18 lambda =  -0.3935969 
## Iteration 19 lambda =  -0.3935996 
## Iteration 20 lambda =  -0.3936009 
## Iteration 21 lambda =  -0.3936016 
## Iteration 22 lambda =  -0.3936019 
## Iteration 23 lambda =  -0.3936021 
## Iteration 24 lambda =  -0.3936022 
## Iteration 1 lambda =  0.3271691 
## Iteration 2 lambda =  -0.009246395 
## Iteration 3 lambda =  -0.1774541 
## Iteration 4 lambda =  -0.261558 
## Iteration 5 lambda =  -0.3036099 
## Iteration 6 lambda =  -0.3246359 
## Iteration 7 lambda =  -0.3351489 
## Iteration 8 lambda =  -0.3404054 
## Iteration 9 lambda =  -0.3430336 
## Iteration 10 lambda =  -0.3443477 
## Iteration 11 lambda =  -0.3450048 
## Iteration 12 lambda =  -0.3453333 
## Iteration 13 lambda =  -0.3454976 
## Iteration 14 lambda =  -0.3455797 
## Iteration 15 lambda =  -0.3456208 
## Iteration 16 lambda =  -0.3456413 
## Iteration 17 lambda =  -0.3456516 
## Iteration 18 lambda =  -0.3456567 
## Iteration 19 lambda =  -0.3456593 
## Iteration 20 lambda =  -0.3456606 
## Iteration 21 lambda =  -0.3456612 
## Iteration 22 lambda =  -0.3456615 
## Iteration 23 lambda =  -0.3456617 
## Iteration 24 lambda =  -0.3456618 
## Iteration 1 lambda =  0.2812124 
## Iteration 2 lambda =  -0.0781814 
## Iteration 3 lambda =  -0.2578783 
## Iteration 4 lambda =  -0.3477268 
## Iteration 5 lambda =  -0.392651 
## Iteration 6 lambda =  -0.4151131 
## Iteration 7 lambda =  -0.4263441 
## Iteration 8 lambda =  -0.4319597 
## Iteration 9 lambda =  -0.4347674 
## Iteration 10 lambda =  -0.4361713 
## Iteration 11 lambda =  -0.4368733 
## Iteration 12 lambda =  -0.4372242 
## Iteration 13 lambda =  -0.4373997 
## Iteration 14 lambda =  -0.4374875 
## Iteration 15 lambda =  -0.4375313 
## Iteration 16 lambda =  -0.4375533 
## Iteration 17 lambda =  -0.4375642 
## Iteration 18 lambda =  -0.4375697 
## Iteration 19 lambda =  -0.4375725 
## Iteration 20 lambda =  -0.4375738 
## Iteration 21 lambda =  -0.4375745 
## Iteration 22 lambda =  -0.4375749 
## Iteration 23 lambda =  -0.437575 
## Iteration 24 lambda =  -0.4375751 
## Iteration 1 lambda =  0.3714345 
## Iteration 2 lambda =  0.0571518 
## Iteration 3 lambda =  -0.09998957 
## Iteration 4 lambda =  -0.1785603 
## Iteration 5 lambda =  -0.2178456 
## Iteration 6 lambda =  -0.2374883 
## Iteration 7 lambda =  -0.2473096 
## Iteration 8 lambda =  -0.2522203 
## Iteration 9 lambda =  -0.2546756 
## Iteration 10 lambda =  -0.2559033 
## Iteration 11 lambda =  -0.2565171 
## Iteration 12 lambda =  -0.256824 
## Iteration 13 lambda =  -0.2569775 
## Iteration 14 lambda =  -0.2570542 
## Iteration 15 lambda =  -0.2570926 
## Iteration 16 lambda =  -0.2571118 
## Iteration 17 lambda =  -0.2571213 
## Iteration 18 lambda =  -0.2571261 
## Iteration 19 lambda =  -0.2571285 
## Iteration 20 lambda =  -0.2571297 
## Iteration 21 lambda =  -0.2571303 
## Iteration 22 lambda =  -0.2571306 
## Iteration 23 lambda =  -0.2571308 
## Iteration 24 lambda =  -0.2571309 
## Iteration 1 lambda =  0.3185963 
## Iteration 2 lambda =  -0.02210554 
## Iteration 3 lambda =  -0.1924565 
## Iteration 4 lambda =  -0.2776319 
## Iteration 5 lambda =  -0.3202197 
## Iteration 6 lambda =  -0.3415135 
## Iteration 7 lambda =  -0.3521604 
## Iteration 8 lambda =  -0.3574839 
## Iteration 9 lambda =  -0.3601456 
## Iteration 10 lambda =  -0.3614765 
## Iteration 11 lambda =  -0.3621419 
## Iteration 12 lambda =  -0.3624747 
## Iteration 13 lambda =  -0.362641 
## Iteration 14 lambda =  -0.3627242 
## Iteration 15 lambda =  -0.3627658 
## Iteration 16 lambda =  -0.3627866 
## Iteration 17 lambda =  -0.362797 
## Iteration 18 lambda =  -0.3628022 
## Iteration 19 lambda =  -0.3628048 
## Iteration 20 lambda =  -0.3628061 
## Iteration 21 lambda =  -0.3628067 
## Iteration 22 lambda =  -0.3628071 
## Iteration 23 lambda =  -0.3628072 
## Iteration 24 lambda =  -0.3628073 
## Iteration 1 lambda =  0.3281026 
## Iteration 2 lambda =  -0.007846041 
## Iteration 3 lambda =  -0.1758204 
## Iteration 4 lambda =  -0.2598076 
## Iteration 5 lambda =  -0.3018011 
## Iteration 6 lambda =  -0.3227979 
## Iteration 7 lambda =  -0.3332963 
## Iteration 8 lambda =  -0.3385455 
## Iteration 9 lambda =  -0.3411701 
## Iteration 10 lambda =  -0.3424824 
## Iteration 11 lambda =  -0.3431386 
## Iteration 12 lambda =  -0.3434666 
## Iteration 13 lambda =  -0.3436307 
## Iteration 14 lambda =  -0.3437127 
## Iteration 15 lambda =  -0.3437537 
## Iteration 16 lambda =  -0.3437742 
## Iteration 17 lambda =  -0.3437845 
## Iteration 18 lambda =  -0.3437896 
## Iteration 19 lambda =  -0.3437922 
## Iteration 20 lambda =  -0.3437934 
## Iteration 21 lambda =  -0.3437941 
## Iteration 22 lambda =  -0.3437944 
## Iteration 23 lambda =  -0.3437946 
## Iteration 24 lambda =  -0.3437946 
## Iteration 1 lambda =  0.3200427 
## Iteration 2 lambda =  -0.01993598 
## Iteration 3 lambda =  -0.1899253 
## Iteration 4 lambda =  -0.27492 
## Iteration 5 lambda =  -0.3174173 
## Iteration 6 lambda =  -0.338666 
## Iteration 7 lambda =  -0.3492903 
## Iteration 8 lambda =  -0.3546025 
## Iteration 9 lambda =  -0.3572586 
## Iteration 10 lambda =  -0.3585866 
## Iteration 11 lambda =  -0.3592506 
## Iteration 12 lambda =  -0.3595826 
## Iteration 13 lambda =  -0.3597486 
## Iteration 14 lambda =  -0.3598316 
## Iteration 15 lambda =  -0.3598731 
## Iteration 16 lambda =  -0.3598939 
## Iteration 17 lambda =  -0.3599043 
## Iteration 18 lambda =  -0.3599094 
## Iteration 19 lambda =  -0.359912 
## Iteration 20 lambda =  -0.3599133 
## Iteration 21 lambda =  -0.359914 
## Iteration 22 lambda =  -0.3599143 
## Iteration 23 lambda =  -0.3599145 
## Iteration 24 lambda =  -0.3599146 
## Iteration 1 lambda =  0.1733532 
## Iteration 2 lambda =  -0.2399702 
## Iteration 3 lambda =  -0.4466319 
## Iteration 4 lambda =  -0.5499628 
## Iteration 5 lambda =  -0.6016282 
## Iteration 6 lambda =  -0.6274609 
## Iteration 7 lambda =  -0.6403773 
## Iteration 8 lambda =  -0.6468354 
## Iteration 9 lambda =  -0.6500645 
## Iteration 10 lambda =  -0.6516791 
## Iteration 11 lambda =  -0.6524863 
## Iteration 12 lambda =  -0.65289 
## Iteration 13 lambda =  -0.6530918 
## Iteration 14 lambda =  -0.6531927 
## Iteration 15 lambda =  -0.6532432 
## Iteration 16 lambda =  -0.6532684 
## Iteration 17 lambda =  -0.653281 
## Iteration 18 lambda =  -0.6532873 
## Iteration 19 lambda =  -0.6532905 
## Iteration 20 lambda =  -0.653292 
## Iteration 21 lambda =  -0.6532928 
## Iteration 22 lambda =  -0.6532932 
## Iteration 23 lambda =  -0.6532934 
## Iteration 24 lambda =  -0.6532935 
## Iteration 1 lambda =  0.2978398 
## Iteration 2 lambda =  -0.05324035 
## Iteration 3 lambda =  -0.2287804 
## Iteration 4 lambda =  -0.3165504 
## Iteration 5 lambda =  -0.3604355 
## Iteration 6 lambda =  -0.382378 
## Iteration 7 lambda =  -0.3933492 
## Iteration 8 lambda =  -0.3988348 
## Iteration 9 lambda =  -0.4015777 
## Iteration 10 lambda =  -0.4029491 
## Iteration 11 lambda =  -0.4036348 
## Iteration 12 lambda =  -0.4039776 
## Iteration 13 lambda =  -0.404149 
## Iteration 14 lambda =  -0.4042348 
## Iteration 15 lambda =  -0.4042776 
## Iteration 16 lambda =  -0.404299 
## Iteration 17 lambda =  -0.4043098 
## Iteration 18 lambda =  -0.4043151 
## Iteration 19 lambda =  -0.4043178 
## Iteration 20 lambda =  -0.4043191 
## Iteration 21 lambda =  -0.4043198 
## Iteration 22 lambda =  -0.4043201 
## Iteration 23 lambda =  -0.4043203 
## Iteration 24 lambda =  -0.4043204 
## Iteration 1 lambda =  0.3331475 
## Iteration 2 lambda =  -0.0002788235 
## Iteration 3 lambda =  -0.166992 
## Iteration 4 lambda =  -0.2503485 
## Iteration 5 lambda =  -0.2920268 
## Iteration 6 lambda =  -0.312866 
## Iteration 7 lambda =  -0.3232855 
## Iteration 8 lambda =  -0.3284953 
## Iteration 9 lambda =  -0.3311002 
## Iteration 10 lambda =  -0.3324027 
## Iteration 11 lambda =  -0.3330539 
## Iteration 12 lambda =  -0.3333795 
## Iteration 13 lambda =  -0.3335423 
## Iteration 14 lambda =  -0.3336237 
## Iteration 15 lambda =  -0.3336644 
## Iteration 16 lambda =  -0.3336847 
## Iteration 17 lambda =  -0.3336949 
## Iteration 18 lambda =  -0.3337 
## Iteration 19 lambda =  -0.3337026 
## Iteration 20 lambda =  -0.3337038 
## Iteration 21 lambda =  -0.3337045 
## Iteration 22 lambda =  -0.3337048 
## Iteration 23 lambda =  -0.3337049 
## Iteration 24 lambda =  -0.333705 
## Iteration 1 lambda =  0.3840934 
## Iteration 2 lambda =  0.07614007 
## Iteration 3 lambda =  -0.07783659 
## Iteration 4 lambda =  -0.1548249 
## Iteration 5 lambda =  -0.1933191 
## Iteration 6 lambda =  -0.2125662 
## Iteration 7 lambda =  -0.2221897 
## Iteration 8 lambda =  -0.2270015 
## Iteration 9 lambda =  -0.2294074 
## Iteration 10 lambda =  -0.2306103 
## Iteration 11 lambda =  -0.2312118 
## Iteration 12 lambda =  -0.2315125 
## Iteration 13 lambda =  -0.2316629 
## Iteration 14 lambda =  -0.2317381 
## Iteration 15 lambda =  -0.2317757 
## Iteration 16 lambda =  -0.2317944 
## Iteration 17 lambda =  -0.2318038 
## Iteration 18 lambda =  -0.2318085 
## Iteration 19 lambda =  -0.2318109 
## Iteration 20 lambda =  -0.2318121 
## Iteration 21 lambda =  -0.2318127 
## Iteration 22 lambda =  -0.231813 
## Iteration 23 lambda =  -0.2318131 
## Iteration 24 lambda =  -0.2318132 
## Iteration 1 lambda =  0.2703205 
## Iteration 2 lambda =  -0.09451919 
## Iteration 3 lambda =  -0.2769391 
## Iteration 4 lambda =  -0.368149 
## Iteration 5 lambda =  -0.413754 
## Iteration 6 lambda =  -0.4365564 
## Iteration 7 lambda =  -0.4479577 
## Iteration 8 lambda =  -0.4536583 
## Iteration 9 lambda =  -0.4565086 
## Iteration 10 lambda =  -0.4579338 
## Iteration 11 lambda =  -0.4586463 
## Iteration 12 lambda =  -0.4590026 
## Iteration 13 lambda =  -0.4591808 
## Iteration 14 lambda =  -0.4592698 
## Iteration 15 lambda =  -0.4593144 
## Iteration 16 lambda =  -0.4593366 
## Iteration 17 lambda =  -0.4593478 
## Iteration 18 lambda =  -0.4593534 
## Iteration 19 lambda =  -0.4593561 
## Iteration 20 lambda =  -0.4593575 
## Iteration 21 lambda =  -0.4593582 
## Iteration 22 lambda =  -0.4593586 
## Iteration 23 lambda =  -0.4593587 
## Iteration 24 lambda =  -0.4593588 
## Iteration 1 lambda =  0.2276911 
## Iteration 2 lambda =  -0.1584633 
## Iteration 3 lambda =  -0.3515405 
## Iteration 4 lambda =  -0.4480791 
## Iteration 5 lambda =  -0.4963484 
## Iteration 6 lambda =  -0.5204831 
## Iteration 7 lambda =  -0.5325504 
## Iteration 8 lambda =  -0.538584 
## Iteration 9 lambda =  -0.5416009 
## Iteration 10 lambda =  -0.5431093 
## Iteration 11 lambda =  -0.5438635 
## Iteration 12 lambda =  -0.5442406 
## Iteration 13 lambda =  -0.5444292 
## Iteration 14 lambda =  -0.5445234 
## Iteration 15 lambda =  -0.5445706 
## Iteration 16 lambda =  -0.5445941 
## Iteration 17 lambda =  -0.5446059 
## Iteration 18 lambda =  -0.5446118 
## Iteration 19 lambda =  -0.5446148 
## Iteration 20 lambda =  -0.5446162 
## Iteration 21 lambda =  -0.544617 
## Iteration 22 lambda =  -0.5446173 
## Iteration 23 lambda =  -0.5446175 
## Iteration 24 lambda =  -0.5446176 
## Iteration 1 lambda =  0.3426968 
## Iteration 2 lambda =  0.01404513 
## Iteration 3 lambda =  -0.1502807 
## Iteration 4 lambda =  -0.2324436 
## Iteration 5 lambda =  -0.273525 
## Iteration 6 lambda =  -0.2940658 
## Iteration 7 lambda =  -0.3043361 
## Iteration 8 lambda =  -0.3094713 
## Iteration 9 lambda =  -0.3120389 
## Iteration 10 lambda =  -0.3133227 
## Iteration 11 lambda =  -0.3139646 
## Iteration 12 lambda =  -0.3142855 
## Iteration 13 lambda =  -0.314446 
## Iteration 14 lambda =  -0.3145263 
## Iteration 15 lambda =  -0.3145664 
## Iteration 16 lambda =  -0.3145864 
## Iteration 17 lambda =  -0.3145965 
## Iteration 18 lambda =  -0.3146015 
## Iteration 19 lambda =  -0.314604 
## Iteration 20 lambda =  -0.3146052 
## Iteration 21 lambda =  -0.3146059 
## Iteration 22 lambda =  -0.3146062 
## Iteration 23 lambda =  -0.3146063 
## Iteration 24 lambda =  -0.3146064 
## Iteration 1 lambda =  0.3039436 
## Iteration 2 lambda =  -0.04408458 
## Iteration 3 lambda =  -0.2180987 
## Iteration 4 lambda =  -0.3051057 
## Iteration 5 lambda =  -0.3486093 
## Iteration 6 lambda =  -0.370361 
## Iteration 7 lambda =  -0.3812369 
## Iteration 8 lambda =  -0.3866748 
## Iteration 9 lambda =  -0.3893938 
## Iteration 10 lambda =  -0.3907533 
## Iteration 11 lambda =  -0.391433 
## Iteration 12 lambda =  -0.3917729 
## Iteration 13 lambda =  -0.3919428 
## Iteration 14 lambda =  -0.3920278 
## Iteration 15 lambda =  -0.3920703 
## Iteration 16 lambda =  -0.3920915 
## Iteration 17 lambda =  -0.3921022 
## Iteration 18 lambda =  -0.3921075 
## Iteration 19 lambda =  -0.3921101 
## Iteration 20 lambda =  -0.3921114 
## Iteration 21 lambda =  -0.3921121 
## Iteration 22 lambda =  -0.3921124 
## Iteration 23 lambda =  -0.3921126 
## Iteration 24 lambda =  -0.3921127 
## Iteration 1 lambda =  0.345618 
## Iteration 2 lambda =  0.01842695 
## Iteration 3 lambda =  -0.1451686 
## Iteration 4 lambda =  -0.2269663 
## Iteration 5 lambda =  -0.2678652 
## Iteration 6 lambda =  -0.2883146 
## Iteration 7 lambda =  -0.2985393 
## Iteration 8 lambda =  -0.3036517 
## Iteration 9 lambda =  -0.3062079 
## Iteration 10 lambda =  -0.307486 
## Iteration 11 lambda =  -0.308125 
## Iteration 12 lambda =  -0.3084445 
## Iteration 13 lambda =  -0.3086043 
## Iteration 14 lambda =  -0.3086842 
## Iteration 15 lambda =  -0.3087241 
## Iteration 16 lambda =  -0.3087441 
## Iteration 17 lambda =  -0.3087541 
## Iteration 18 lambda =  -0.3087591 
## Iteration 19 lambda =  -0.3087616 
## Iteration 20 lambda =  -0.3087628 
## Iteration 21 lambda =  -0.3087634 
## Iteration 22 lambda =  -0.3087638 
## Iteration 23 lambda =  -0.3087639 
## Iteration 24 lambda =  -0.308764 
## Iteration 1 lambda =  0.278811 
## Iteration 2 lambda =  -0.08178351 
## Iteration 3 lambda =  -0.2620808 
## Iteration 4 lambda =  -0.3522294 
## Iteration 5 lambda =  -0.3973037 
## Iteration 6 lambda =  -0.4198409 
## Iteration 7 lambda =  -0.4311094 
## Iteration 8 lambda =  -0.4367437 
## Iteration 9 lambda =  -0.4395609 
## Iteration 10 lambda =  -0.4409694 
## Iteration 11 lambda =  -0.4416737 
## Iteration 12 lambda =  -0.4420259 
## Iteration 13 lambda =  -0.4422019 
## Iteration 14 lambda =  -0.44229 
## Iteration 15 lambda =  -0.442334 
## Iteration 16 lambda =  -0.442356 
## Iteration 17 lambda =  -0.442367 
## Iteration 18 lambda =  -0.4423725 
## Iteration 19 lambda =  -0.4423753 
## Iteration 20 lambda =  -0.4423766 
## Iteration 21 lambda =  -0.4423773 
## Iteration 22 lambda =  -0.4423777 
## Iteration 23 lambda =  -0.4423778 
## Iteration 24 lambda =  -0.4423779 
## Iteration 1 lambda =  0.3081827 
## Iteration 2 lambda =  -0.03772602 
## Iteration 3 lambda =  -0.2106804 
## Iteration 4 lambda =  -0.2971575 
## Iteration 5 lambda =  -0.3403961 
## Iteration 6 lambda =  -0.3620154 
## Iteration 7 lambda =  -0.372825 
## Iteration 8 lambda =  -0.3782299 
## Iteration 9 lambda =  -0.3809323 
## Iteration 10 lambda =  -0.3822835 
## Iteration 11 lambda =  -0.3829591 
## Iteration 12 lambda =  -0.3832969 
## Iteration 13 lambda =  -0.3834658 
## Iteration 14 lambda =  -0.3835502 
## Iteration 15 lambda =  -0.3835925 
## Iteration 16 lambda =  -0.3836136 
## Iteration 17 lambda =  -0.3836241 
## Iteration 18 lambda =  -0.3836294 
## Iteration 19 lambda =  -0.383632 
## Iteration 20 lambda =  -0.3836334 
## Iteration 21 lambda =  -0.383634 
## Iteration 22 lambda =  -0.3836344 
## Iteration 23 lambda =  -0.3836345 
## Iteration 24 lambda =  -0.3836346 
## Iteration 1 lambda =  0.3467998 
## Iteration 2 lambda =  0.02019964 
## Iteration 3 lambda =  -0.1431004 
## Iteration 4 lambda =  -0.2247505 
## Iteration 5 lambda =  -0.2655755 
## Iteration 6 lambda =  -0.285988 
## Iteration 7 lambda =  -0.2961942 
## Iteration 8 lambda =  -0.3012974 
## Iteration 9 lambda =  -0.3038489 
## Iteration 10 lambda =  -0.3051247 
## Iteration 11 lambda =  -0.3057626 
## Iteration 12 lambda =  -0.3060815 
## Iteration 13 lambda =  -0.306241 
## Iteration 14 lambda =  -0.3063207 
## Iteration 15 lambda =  -0.3063606 
## Iteration 16 lambda =  -0.3063805 
## Iteration 17 lambda =  -0.3063905 
## Iteration 18 lambda =  -0.3063955 
## Iteration 19 lambda =  -0.306398 
## Iteration 20 lambda =  -0.3063992 
## Iteration 21 lambda =  -0.3063999 
## Iteration 22 lambda =  -0.3064002 
## Iteration 23 lambda =  -0.3064003 
## Iteration 24 lambda =  -0.3064004 
## Iteration 1 lambda =  0.3066343 
## Iteration 2 lambda =  -0.04004853 
## Iteration 3 lambda =  -0.21339 
## Iteration 4 lambda =  -0.3000607 
## Iteration 5 lambda =  -0.343396 
## Iteration 6 lambda =  -0.3650637 
## Iteration 7 lambda =  -0.3758975 
## Iteration 8 lambda =  -0.3813145 
## Iteration 9 lambda =  -0.3840229 
## Iteration 10 lambda =  -0.3853771 
## Iteration 11 lambda =  -0.3860543 
## Iteration 12 lambda =  -0.3863928 
## Iteration 13 lambda =  -0.3865621 
## Iteration 14 lambda =  -0.3866467 
## Iteration 15 lambda =  -0.3866891 
## Iteration 16 lambda =  -0.3867102 
## Iteration 17 lambda =  -0.3867208 
## Iteration 18 lambda =  -0.3867261 
## Iteration 19 lambda =  -0.3867287 
## Iteration 20 lambda =  -0.38673 
## Iteration 21 lambda =  -0.3867307 
## Iteration 22 lambda =  -0.386731 
## Iteration 23 lambda =  -0.3867312 
## Iteration 24 lambda =  -0.3867313 
## Iteration 1 lambda =  0.3166088 
## Iteration 2 lambda =  -0.02508682 
## Iteration 3 lambda =  -0.1959346 
## Iteration 4 lambda =  -0.2813585 
## Iteration 5 lambda =  -0.3240705 
## Iteration 6 lambda =  -0.3454265 
## Iteration 7 lambda =  -0.3561044 
## Iteration 8 lambda =  -0.3614434 
## Iteration 9 lambda =  -0.3641129 
## Iteration 10 lambda =  -0.3654477 
## Iteration 11 lambda =  -0.3661151 
## Iteration 12 lambda =  -0.3664487 
## Iteration 13 lambda =  -0.3666156 
## Iteration 14 lambda =  -0.366699 
## Iteration 15 lambda =  -0.3667407 
## Iteration 16 lambda =  -0.3667616 
## Iteration 17 lambda =  -0.366772 
## Iteration 18 lambda =  -0.3667772 
## Iteration 19 lambda =  -0.3667798 
## Iteration 20 lambda =  -0.3667811 
## Iteration 21 lambda =  -0.3667818 
## Iteration 22 lambda =  -0.3667821 
## Iteration 23 lambda =  -0.3667823 
## Iteration 24 lambda =  -0.3667823 
## Iteration 1 lambda =  0.3134211 
## Iteration 2 lambda =  -0.02986836 
## Iteration 3 lambda =  -0.2015131 
## Iteration 4 lambda =  -0.2873354 
## Iteration 5 lambda =  -0.3302466 
## Iteration 6 lambda =  -0.3517022 
## Iteration 7 lambda =  -0.36243 
## Iteration 8 lambda =  -0.3677939 
## Iteration 9 lambda =  -0.3704759 
## Iteration 10 lambda =  -0.3718168 
## Iteration 11 lambda =  -0.3724873 
## Iteration 12 lambda =  -0.3728226 
## Iteration 13 lambda =  -0.3729902 
## Iteration 14 lambda =  -0.373074 
## Iteration 15 lambda =  -0.3731159 
## Iteration 16 lambda =  -0.3731369 
## Iteration 17 lambda =  -0.3731473 
## Iteration 18 lambda =  -0.3731526 
## Iteration 19 lambda =  -0.3731552 
## Iteration 20 lambda =  -0.3731565 
## Iteration 21 lambda =  -0.3731572 
## Iteration 22 lambda =  -0.3731575 
## Iteration 23 lambda =  -0.3731576 
## Iteration 24 lambda =  -0.3731577 
## Iteration 1 lambda =  0.3364877 
## Iteration 2 lambda =  0.004731586 
## Iteration 3 lambda =  -0.1611465 
## Iteration 4 lambda =  -0.2440855 
## Iteration 5 lambda =  -0.285555 
## Iteration 6 lambda =  -0.3062898 
## Iteration 7 lambda =  -0.3166572 
## Iteration 8 lambda =  -0.3218409 
## Iteration 9 lambda =  -0.3244327 
## Iteration 10 lambda =  -0.3257286 
## Iteration 11 lambda =  -0.3263766 
## Iteration 12 lambda =  -0.3267006 
## Iteration 13 lambda =  -0.3268626 
## Iteration 14 lambda =  -0.3269436 
## Iteration 15 lambda =  -0.3269841 
## Iteration 16 lambda =  -0.3270043 
## Iteration 17 lambda =  -0.3270144 
## Iteration 18 lambda =  -0.3270195 
## Iteration 19 lambda =  -0.327022 
## Iteration 20 lambda =  -0.3270233 
## Iteration 21 lambda =  -0.3270239 
## Iteration 22 lambda =  -0.3270242 
## Iteration 23 lambda =  -0.3270244 
## Iteration 24 lambda =  -0.3270245 
## Iteration 1 lambda =  0.3532589 
## Iteration 2 lambda =  0.02988834 
## Iteration 3 lambda =  -0.1317969 
## Iteration 4 lambda =  -0.2126396 
## Iteration 5 lambda =  -0.2530609 
## Iteration 6 lambda =  -0.2732715 
## Iteration 7 lambda =  -0.2833769 
## Iteration 8 lambda =  -0.2884295 
## Iteration 9 lambda =  -0.2909559 
## Iteration 10 lambda =  -0.292219 
## Iteration 11 lambda =  -0.2928506 
## Iteration 12 lambda =  -0.2931664 
## Iteration 13 lambda =  -0.2933243 
## Iteration 14 lambda =  -0.2934033 
## Iteration 15 lambda =  -0.2934427 
## Iteration 16 lambda =  -0.2934625 
## Iteration 17 lambda =  -0.2934723 
## Iteration 18 lambda =  -0.2934773 
## Iteration 19 lambda =  -0.2934797 
## Iteration 20 lambda =  -0.293481 
## Iteration 21 lambda =  -0.2934816 
## Iteration 22 lambda =  -0.2934819 
## Iteration 23 lambda =  -0.2934821 
## Iteration 24 lambda =  -0.2934821 
## Iteration 1 lambda =  0.3109867 
## Iteration 2 lambda =  -0.03351992 
## Iteration 3 lambda =  -0.2057732 
## Iteration 4 lambda =  -0.2918999 
## Iteration 5 lambda =  -0.3349632 
## Iteration 6 lambda =  -0.3564949 
## Iteration 7 lambda =  -0.3672607 
## Iteration 8 lambda =  -0.3726436 
## Iteration 9 lambda =  -0.3753351 
## Iteration 10 lambda =  -0.3766808 
## Iteration 11 lambda =  -0.3773537 
## Iteration 12 lambda =  -0.3776901 
## Iteration 13 lambda =  -0.3778583 
## Iteration 14 lambda =  -0.3779424 
## Iteration 15 lambda =  -0.3779845 
## Iteration 16 lambda =  -0.3780055 
## Iteration 17 lambda =  -0.378016 
## Iteration 18 lambda =  -0.3780213 
## Iteration 19 lambda =  -0.3780239 
## Iteration 20 lambda =  -0.3780252 
## Iteration 21 lambda =  -0.3780259 
## Iteration 22 lambda =  -0.3780262 
## Iteration 23 lambda =  -0.3780264 
## Iteration 24 lambda =  -0.3780265 
## Iteration 1 lambda =  0.39263 
## Iteration 2 lambda =  0.08894501 
## Iteration 3 lambda =  -0.06289749 
## Iteration 4 lambda =  -0.1388187 
## Iteration 5 lambda =  -0.1767794 
## Iteration 6 lambda =  -0.1957597 
## Iteration 7 lambda =  -0.2052498 
## Iteration 8 lambda =  -0.2099949 
## Iteration 9 lambda =  -0.2123674 
## Iteration 10 lambda =  -0.2135537 
## Iteration 11 lambda =  -0.2141469 
## Iteration 12 lambda =  -0.2144434 
## Iteration 13 lambda =  -0.2145917 
## Iteration 14 lambda =  -0.2146658 
## Iteration 15 lambda =  -0.2147029 
## Iteration 16 lambda =  -0.2147215 
## Iteration 17 lambda =  -0.2147307 
## Iteration 18 lambda =  -0.2147354 
## Iteration 19 lambda =  -0.2147377 
## Iteration 20 lambda =  -0.2147388 
## Iteration 21 lambda =  -0.2147394 
## Iteration 22 lambda =  -0.2147397 
## Iteration 23 lambda =  -0.2147398 
## Iteration 24 lambda =  -0.2147399 
## Iteration 1 lambda =  0.3281581 
## Iteration 2 lambda =  -0.007762859 
## Iteration 3 lambda =  -0.1757233 
## Iteration 4 lambda =  -0.2597036 
## Iteration 5 lambda =  -0.3016937 
## Iteration 6 lambda =  -0.3226888 
## Iteration 7 lambda =  -0.3331863 
## Iteration 8 lambda =  -0.338435 
## Iteration 9 lambda =  -0.3410594 
## Iteration 10 lambda =  -0.3423716 
## Iteration 11 lambda =  -0.3430277 
## Iteration 12 lambda =  -0.3433558 
## Iteration 13 lambda =  -0.3435198 
## Iteration 14 lambda =  -0.3436018 
## Iteration 15 lambda =  -0.3436428 
## Iteration 16 lambda =  -0.3436633 
## Iteration 17 lambda =  -0.3436736 
## Iteration 18 lambda =  -0.3436787 
## Iteration 19 lambda =  -0.3436812 
## Iteration 20 lambda =  -0.3436825 
## Iteration 21 lambda =  -0.3436832 
## Iteration 22 lambda =  -0.3436835 
## Iteration 23 lambda =  -0.3436837 
## Iteration 24 lambda =  -0.3436837 
## Iteration 1 lambda =  0.2850263 
## Iteration 2 lambda =  -0.07246052 
## Iteration 3 lambda =  -0.2512039 
## Iteration 4 lambda =  -0.3405756 
## Iteration 5 lambda =  -0.3852615 
## Iteration 6 lambda =  -0.4076044 
## Iteration 7 lambda =  -0.4187759 
## Iteration 8 lambda =  -0.4243616 
## Iteration 9 lambda =  -0.4271545 
## Iteration 10 lambda =  -0.4285509 
## Iteration 11 lambda =  -0.4292491 
## Iteration 12 lambda =  -0.4295982 
## Iteration 13 lambda =  -0.4297728 
## Iteration 14 lambda =  -0.4298601 
## Iteration 15 lambda =  -0.4299037 
## Iteration 16 lambda =  -0.4299255 
## Iteration 17 lambda =  -0.4299364 
## Iteration 18 lambda =  -0.4299419 
## Iteration 19 lambda =  -0.4299446 
## Iteration 20 lambda =  -0.429946 
## Iteration 21 lambda =  -0.4299467 
## Iteration 22 lambda =  -0.429947 
## Iteration 23 lambda =  -0.4299472 
## Iteration 24 lambda =  -0.4299473 
## Iteration 1 lambda =  0.3093824 
## Iteration 2 lambda =  -0.03592639 
## Iteration 3 lambda =  -0.2085808 
## Iteration 4 lambda =  -0.294908 
## Iteration 5 lambda =  -0.3380716 
## Iteration 6 lambda =  -0.3596534 
## Iteration 7 lambda =  -0.3704443 
## Iteration 8 lambda =  -0.3758397 
## Iteration 9 lambda =  -0.3785375 
## Iteration 10 lambda =  -0.3798863 
## Iteration 11 lambda =  -0.3805607 
## Iteration 12 lambda =  -0.380898 
## Iteration 13 lambda =  -0.3810666 
## Iteration 14 lambda =  -0.3811509 
## Iteration 15 lambda =  -0.381193 
## Iteration 16 lambda =  -0.3812141 
## Iteration 17 lambda =  -0.3812246 
## Iteration 18 lambda =  -0.3812299 
## Iteration 19 lambda =  -0.3812325 
## Iteration 20 lambda =  -0.3812339 
## Iteration 21 lambda =  -0.3812345 
## Iteration 22 lambda =  -0.3812349 
## Iteration 23 lambda =  -0.381235 
## Iteration 24 lambda =  -0.3812351 
## Iteration 1 lambda =  0.2906254 
## Iteration 2 lambda =  -0.06406187 
## Iteration 3 lambda =  -0.2414055 
## Iteration 4 lambda =  -0.3300773 
## Iteration 5 lambda =  -0.3744132 
## Iteration 6 lambda =  -0.3965812 
## Iteration 7 lambda =  -0.4076652 
## Iteration 8 lambda =  -0.4132072 
## Iteration 9 lambda =  -0.4159782 
## Iteration 10 lambda =  -0.4173637 
## Iteration 11 lambda =  -0.4180564 
## Iteration 12 lambda =  -0.4184028 
## Iteration 13 lambda =  -0.418576 
## Iteration 14 lambda =  -0.4186626 
## Iteration 15 lambda =  -0.4187059 
## Iteration 16 lambda =  -0.4187275 
## Iteration 17 lambda =  -0.4187383 
## Iteration 18 lambda =  -0.4187437 
## Iteration 19 lambda =  -0.4187465 
## Iteration 20 lambda =  -0.4187478 
## Iteration 21 lambda =  -0.4187485 
## Iteration 22 lambda =  -0.4187488 
## Iteration 23 lambda =  -0.418749 
## Iteration 24 lambda =  -0.4187491 
## Iteration 1 lambda =  0.3350612 
## Iteration 2 lambda =  0.002591848 
## Iteration 3 lambda =  -0.1636428 
## Iteration 4 lambda =  -0.2467602 
## Iteration 5 lambda =  -0.2883189 
## Iteration 6 lambda =  -0.3090982 
## Iteration 7 lambda =  -0.3194879 
## Iteration 8 lambda =  -0.3246827 
## Iteration 9 lambda =  -0.3272801 
## Iteration 10 lambda =  -0.3285788 
## Iteration 11 lambda =  -0.3292282 
## Iteration 12 lambda =  -0.3295529 
## Iteration 13 lambda =  -0.3297152 
## Iteration 14 lambda =  -0.3297964 
## Iteration 15 lambda =  -0.329837 
## Iteration 16 lambda =  -0.3298572 
## Iteration 17 lambda =  -0.3298674 
## Iteration 18 lambda =  -0.3298725 
## Iteration 19 lambda =  -0.329875 
## Iteration 20 lambda =  -0.3298763 
## Iteration 21 lambda =  -0.3298769 
## Iteration 22 lambda =  -0.3298772 
## Iteration 23 lambda =  -0.3298774 
## Iteration 24 lambda =  -0.3298775 
## Iteration 1 lambda =  0.3334597 
## Iteration 2 lambda =  0.0001895711 
## Iteration 3 lambda =  -0.1664455 
## Iteration 4 lambda =  -0.249763 
## Iteration 5 lambda =  -0.2914218 
## Iteration 6 lambda =  -0.3122512 
## Iteration 7 lambda =  -0.3226659 
## Iteration 8 lambda =  -0.3278732 
## Iteration 9 lambda =  -0.3304769 
## Iteration 10 lambda =  -0.3317787 
## Iteration 11 lambda =  -0.3324297 
## Iteration 12 lambda =  -0.3327551 
## Iteration 13 lambda =  -0.3329178 
## Iteration 14 lambda =  -0.3329992 
## Iteration 15 lambda =  -0.3330399 
## Iteration 16 lambda =  -0.3330602 
## Iteration 17 lambda =  -0.3330704 
## Iteration 18 lambda =  -0.3330755 
## Iteration 19 lambda =  -0.333078 
## Iteration 20 lambda =  -0.3330793 
## Iteration 21 lambda =  -0.3330799 
## Iteration 22 lambda =  -0.3330803 
## Iteration 23 lambda =  -0.3330804 
## Iteration 24 lambda =  -0.3330805 
## Iteration 1 lambda =  0.3328486 
## Iteration 2 lambda =  -0.0007271389 
## Iteration 3 lambda =  -0.167515 
## Iteration 4 lambda =  -0.2509089 
## Iteration 5 lambda =  -0.2926059 
## Iteration 6 lambda =  -0.3134544 
## Iteration 7 lambda =  -0.3238786 
## Iteration 8 lambda =  -0.3290907 
## Iteration 9 lambda =  -0.3316968 
## Iteration 10 lambda =  -0.3329998 
## Iteration 11 lambda =  -0.3336513 
## Iteration 12 lambda =  -0.3339771 
## Iteration 13 lambda =  -0.33414 
## Iteration 14 lambda =  -0.3342214 
## Iteration 15 lambda =  -0.3342621 
## Iteration 16 lambda =  -0.3342825 
## Iteration 17 lambda =  -0.3342927 
## Iteration 18 lambda =  -0.3342978 
## Iteration 19 lambda =  -0.3343003 
## Iteration 20 lambda =  -0.3343016 
## Iteration 21 lambda =  -0.3343022 
## Iteration 22 lambda =  -0.3343025 
## Iteration 23 lambda =  -0.3343027 
## Iteration 24 lambda =  -0.3343028 
## Iteration 1 lambda =  0.3294403 
## Iteration 2 lambda =  -0.005839503 
## Iteration 3 lambda =  -0.1734794 
## Iteration 4 lambda =  -0.2572994 
## Iteration 5 lambda =  -0.2992094 
## Iteration 6 lambda =  -0.3201643 
## Iteration 7 lambda =  -0.3306418 
## Iteration 8 lambda =  -0.3358806 
## Iteration 9 lambda =  -0.3385 
## Iteration 10 lambda =  -0.3398097 
## Iteration 11 lambda =  -0.3404645 
## Iteration 12 lambda =  -0.3407919 
## Iteration 13 lambda =  -0.3409556 
## Iteration 14 lambda =  -0.3410375 
## Iteration 15 lambda =  -0.3410784 
## Iteration 16 lambda =  -0.3410989 
## Iteration 17 lambda =  -0.3411091 
## Iteration 18 lambda =  -0.3411142 
## Iteration 19 lambda =  -0.3411168 
## Iteration 20 lambda =  -0.3411181 
## Iteration 21 lambda =  -0.3411187 
## Iteration 22 lambda =  -0.341119 
## Iteration 23 lambda =  -0.3411192 
## Iteration 24 lambda =  -0.3411193 
## Iteration 1 lambda =  0.3628569 
## Iteration 2 lambda =  0.04428533 
## Iteration 3 lambda =  -0.1150005 
## Iteration 4 lambda =  -0.1946433 
## Iteration 5 lambda =  -0.2344648 
## Iteration 6 lambda =  -0.2543755 
## Iteration 7 lambda =  -0.2643309 
## Iteration 8 lambda =  -0.2693085 
## Iteration 9 lambda =  -0.2717974 
## Iteration 10 lambda =  -0.2730418 
## Iteration 11 lambda =  -0.273664 
## Iteration 12 lambda =  -0.2739751 
## Iteration 13 lambda =  -0.2741307 
## Iteration 14 lambda =  -0.2742085 
## Iteration 15 lambda =  -0.2742473 
## Iteration 16 lambda =  -0.2742668 
## Iteration 17 lambda =  -0.2742765 
## Iteration 18 lambda =  -0.2742814 
## Iteration 19 lambda =  -0.2742838 
## Iteration 20 lambda =  -0.274285 
## Iteration 21 lambda =  -0.2742856 
## Iteration 22 lambda =  -0.2742859 
## Iteration 23 lambda =  -0.2742861 
## Iteration 24 lambda =  -0.2742862 
## Iteration 1 lambda =  0.308741 
## Iteration 2 lambda =  -0.03688852 
## Iteration 3 lambda =  -0.2097033 
## Iteration 4 lambda =  -0.2961106 
## Iteration 5 lambda =  -0.3393143 
## Iteration 6 lambda =  -0.3609162 
## Iteration 7 lambda =  -0.3717171 
## Iteration 8 lambda =  -0.3771176 
## Iteration 9 lambda =  -0.3798178 
## Iteration 10 lambda =  -0.3811679 
## Iteration 11 lambda =  -0.381843 
## Iteration 12 lambda =  -0.3821805 
## Iteration 13 lambda =  -0.3823493 
## Iteration 14 lambda =  -0.3824336 
## Iteration 15 lambda =  -0.3824758 
## Iteration 16 lambda =  -0.3824969 
## Iteration 17 lambda =  -0.3825075 
## Iteration 18 lambda =  -0.3825128 
## Iteration 19 lambda =  -0.3825154 
## Iteration 20 lambda =  -0.3825167 
## Iteration 21 lambda =  -0.3825174 
## Iteration 22 lambda =  -0.3825177 
## Iteration 23 lambda =  -0.3825179 
## Iteration 24 lambda =  -0.3825179 
## Iteration 1 lambda =  0.3673529 
## Iteration 2 lambda =  0.0510294 
## Iteration 3 lambda =  -0.1071324 
## Iteration 4 lambda =  -0.1862132 
## Iteration 5 lambda =  -0.2257537 
## Iteration 6 lambda =  -0.2455239 
## Iteration 7 lambda =  -0.255409 
## Iteration 8 lambda =  -0.2603516 
## Iteration 9 lambda =  -0.2628229 
## Iteration 10 lambda =  -0.2640585 
## Iteration 11 lambda =  -0.2646763 
## Iteration 12 lambda =  -0.2649852 
## Iteration 13 lambda =  -0.2651397 
## Iteration 14 lambda =  -0.2652169 
## Iteration 15 lambda =  -0.2652555 
## Iteration 16 lambda =  -0.2652748 
## Iteration 17 lambda =  -0.2652845 
## Iteration 18 lambda =  -0.2652893 
## Iteration 19 lambda =  -0.2652917 
## Iteration 20 lambda =  -0.2652929 
## Iteration 21 lambda =  -0.2652935 
## Iteration 22 lambda =  -0.2652938 
## Iteration 23 lambda =  -0.265294 
## Iteration 24 lambda =  -0.2652941 
## Iteration 1 lambda =  0.3108169 
## Iteration 2 lambda =  -0.03377467 
## Iteration 3 lambda =  -0.2060705 
## Iteration 4 lambda =  -0.2922183 
## Iteration 5 lambda =  -0.3352923 
## Iteration 6 lambda =  -0.3568293 
## Iteration 7 lambda =  -0.3675977 
## Iteration 8 lambda =  -0.372982 
## Iteration 9 lambda =  -0.3756741 
## Iteration 10 lambda =  -0.3770202 
## Iteration 11 lambda =  -0.3776932 
## Iteration 12 lambda =  -0.3780297 
## Iteration 13 lambda =  -0.378198 
## Iteration 14 lambda =  -0.3782821 
## Iteration 15 lambda =  -0.3783242 
## Iteration 16 lambda =  -0.3783452 
## Iteration 17 lambda =  -0.3783557 
## Iteration 18 lambda =  -0.378361 
## Iteration 19 lambda =  -0.3783636 
## Iteration 20 lambda =  -0.3783649 
## Iteration 21 lambda =  -0.3783656 
## Iteration 22 lambda =  -0.3783659 
## Iteration 23 lambda =  -0.3783661 
## Iteration 24 lambda =  -0.3783662 
## Iteration 1 lambda =  0.2559841 
## Iteration 2 lambda =  -0.1160238 
## Iteration 3 lambda =  -0.3020278 
## Iteration 4 lambda =  -0.3950297 
## Iteration 5 lambda =  -0.4415307 
## Iteration 6 lambda =  -0.4647812 
## Iteration 7 lambda =  -0.4764065 
## Iteration 8 lambda =  -0.4822191 
## Iteration 9 lambda =  -0.4851254 
## Iteration 10 lambda =  -0.4865786 
## Iteration 11 lambda =  -0.4873052 
## Iteration 12 lambda =  -0.4876684 
## Iteration 13 lambda =  -0.4878501 
## Iteration 14 lambda =  -0.4879409 
## Iteration 15 lambda =  -0.4879863 
## Iteration 16 lambda =  -0.488009 
## Iteration 17 lambda =  -0.4880204 
## Iteration 18 lambda =  -0.4880261 
## Iteration 19 lambda =  -0.4880289 
## Iteration 20 lambda =  -0.4880303 
## Iteration 21 lambda =  -0.488031 
## Iteration 22 lambda =  -0.4880314 
## Iteration 23 lambda =  -0.4880316 
## Iteration 24 lambda =  -0.4880316 
## Iteration 1 lambda =  0.318673 
## Iteration 2 lambda =  -0.02199051 
## Iteration 3 lambda =  -0.1923223 
## Iteration 4 lambda =  -0.2774881 
## Iteration 5 lambda =  -0.3200711 
## Iteration 6 lambda =  -0.3413625 
## Iteration 7 lambda =  -0.3520083 
## Iteration 8 lambda =  -0.3573311 
## Iteration 9 lambda =  -0.3599926 
## Iteration 10 lambda =  -0.3613233 
## Iteration 11 lambda =  -0.3619887 
## Iteration 12 lambda =  -0.3623213 
## Iteration 13 lambda =  -0.3624877 
## Iteration 14 lambda =  -0.3625708 
## Iteration 15 lambda =  -0.3626124 
## Iteration 16 lambda =  -0.3626332 
## Iteration 17 lambda =  -0.3626436 
## Iteration 18 lambda =  -0.3626488 
## Iteration 19 lambda =  -0.3626514 
## Iteration 20 lambda =  -0.3626527 
## Iteration 21 lambda =  -0.3626534 
## Iteration 22 lambda =  -0.3626537 
## Iteration 23 lambda =  -0.3626538 
## Iteration 24 lambda =  -0.3626539 
## Iteration 1 lambda =  0.3089994 
## Iteration 2 lambda =  -0.03650085 
## Iteration 3 lambda =  -0.209251 
## Iteration 4 lambda =  -0.2956261 
## Iteration 5 lambda =  -0.3388136 
## Iteration 6 lambda =  -0.3604074 
## Iteration 7 lambda =  -0.3712043 
## Iteration 8 lambda =  -0.3766027 
## Iteration 9 lambda =  -0.3793019 
## Iteration 10 lambda =  -0.3806515 
## Iteration 11 lambda =  -0.3813263 
## Iteration 12 lambda =  -0.3816637 
## Iteration 13 lambda =  -0.3818324 
## Iteration 14 lambda =  -0.3819168 
## Iteration 15 lambda =  -0.381959 
## Iteration 16 lambda =  -0.38198 
## Iteration 17 lambda =  -0.3819906 
## Iteration 18 lambda =  -0.3819959 
## Iteration 19 lambda =  -0.3819985 
## Iteration 20 lambda =  -0.3819998 
## Iteration 21 lambda =  -0.3820005 
## Iteration 22 lambda =  -0.3820008 
## Iteration 23 lambda =  -0.382001 
## Iteration 24 lambda =  -0.3820011 
## Iteration 1 lambda =  0.2232459 
## Iteration 2 lambda =  -0.1651311 
## Iteration 3 lambda =  -0.3593196 
## Iteration 4 lambda =  -0.4564139 
## Iteration 5 lambda =  -0.504961 
## Iteration 6 lambda =  -0.5292345 
## Iteration 7 lambda =  -0.5413713 
## Iteration 8 lambda =  -0.5474397 
## Iteration 9 lambda =  -0.5504739 
## Iteration 10 lambda =  -0.551991 
## Iteration 11 lambda =  -0.5527496 
## Iteration 12 lambda =  -0.5531288 
## Iteration 13 lambda =  -0.5533185 
## Iteration 14 lambda =  -0.5534133 
## Iteration 15 lambda =  -0.5534607 
## Iteration 16 lambda =  -0.5534844 
## Iteration 17 lambda =  -0.5534963 
## Iteration 18 lambda =  -0.5535022 
## Iteration 19 lambda =  -0.5535052 
## Iteration 20 lambda =  -0.5535066 
## Iteration 21 lambda =  -0.5535074 
## Iteration 22 lambda =  -0.5535077 
## Iteration 23 lambda =  -0.5535079 
## Iteration 24 lambda =  -0.553508 
## Iteration 1 lambda =  0.2972679 
## Iteration 2 lambda =  -0.05409814 
## Iteration 3 lambda =  -0.2297812 
## Iteration 4 lambda =  -0.3176227 
## Iteration 5 lambda =  -0.3615434 
## Iteration 6 lambda =  -0.3835038 
## Iteration 7 lambda =  -0.394484 
## Iteration 8 lambda =  -0.3999741 
## Iteration 9 lambda =  -0.4027191 
## Iteration 10 lambda =  -0.4040917 
## Iteration 11 lambda =  -0.4047779 
## Iteration 12 lambda =  -0.4051211 
## Iteration 13 lambda =  -0.4052926 
## Iteration 14 lambda =  -0.4053784 
## Iteration 15 lambda =  -0.4054213 
## Iteration 16 lambda =  -0.4054427 
## Iteration 17 lambda =  -0.4054535 
## Iteration 18 lambda =  -0.4054588 
## Iteration 19 lambda =  -0.4054615 
## Iteration 20 lambda =  -0.4054628 
## Iteration 21 lambda =  -0.4054635 
## Iteration 22 lambda =  -0.4054639 
## Iteration 23 lambda =  -0.405464 
## Iteration 24 lambda =  -0.4054641 
## Iteration 1 lambda =  0.3901706 
## Iteration 2 lambda =  0.08525591 
## Iteration 3 lambda =  -0.06720143 
## Iteration 4 lambda =  -0.1434301 
## Iteration 5 lambda =  -0.1815444 
## Iteration 6 lambda =  -0.2006016 
## Iteration 7 lambda =  -0.2101302 
## Iteration 8 lambda =  -0.2148945 
## Iteration 9 lambda =  -0.2172766 
## Iteration 10 lambda =  -0.2184677 
## Iteration 11 lambda =  -0.2190632 
## Iteration 12 lambda =  -0.219361 
## Iteration 13 lambda =  -0.2195099 
## Iteration 14 lambda =  -0.2195843 
## Iteration 15 lambda =  -0.2196216 
## Iteration 16 lambda =  -0.2196402 
## Iteration 17 lambda =  -0.2196495 
## Iteration 18 lambda =  -0.2196541 
## Iteration 19 lambda =  -0.2196565 
## Iteration 20 lambda =  -0.2196576 
## Iteration 21 lambda =  -0.2196582 
## Iteration 22 lambda =  -0.2196585 
## Iteration 23 lambda =  -0.2196586 
## Iteration 24 lambda =  -0.2196587 
## Iteration 1 lambda =  0.3582695 
## Iteration 2 lambda =  0.03740424 
## Iteration 3 lambda =  -0.1230284 
## Iteration 4 lambda =  -0.2032447 
## Iteration 5 lambda =  -0.2433529 
## Iteration 6 lambda =  -0.2634069 
## Iteration 7 lambda =  -0.273434 
## Iteration 8 lambda =  -0.2784475 
## Iteration 9 lambda =  -0.2809542 
## Iteration 10 lambda =  -0.2822076 
## Iteration 11 lambda =  -0.2828343 
## Iteration 12 lambda =  -0.2831477 
## Iteration 13 lambda =  -0.2833043 
## Iteration 14 lambda =  -0.2833827 
## Iteration 15 lambda =  -0.2834218 
## Iteration 16 lambda =  -0.2834414 
## Iteration 17 lambda =  -0.2834512 
## Iteration 18 lambda =  -0.2834561 
## Iteration 19 lambda =  -0.2834586 
## Iteration 20 lambda =  -0.2834598 
## Iteration 21 lambda =  -0.2834604 
## Iteration 22 lambda =  -0.2834607 
## Iteration 23 lambda =  -0.2834609 
## Iteration 24 lambda =  -0.2834609 
## Iteration 1 lambda =  0.3587994 
## Iteration 2 lambda =  0.03819907 
## Iteration 3 lambda =  -0.1221011 
## Iteration 4 lambda =  -0.2022512 
## Iteration 5 lambda =  -0.2423262 
## Iteration 6 lambda =  -0.2623637 
## Iteration 7 lambda =  -0.2723825 
## Iteration 8 lambda =  -0.2773919 
## Iteration 9 lambda =  -0.2798965 
## Iteration 10 lambda =  -0.2811489 
## Iteration 11 lambda =  -0.2817751 
## Iteration 12 lambda =  -0.2820882 
## Iteration 13 lambda =  -0.2822447 
## Iteration 14 lambda =  -0.282323 
## Iteration 15 lambda =  -0.2823621 
## Iteration 16 lambda =  -0.2823817 
## Iteration 17 lambda =  -0.2823915 
## Iteration 18 lambda =  -0.2823963 
## Iteration 19 lambda =  -0.2823988 
## Iteration 20 lambda =  -0.2824 
## Iteration 21 lambda =  -0.2824006 
## Iteration 22 lambda =  -0.2824009 
## Iteration 23 lambda =  -0.2824011 
## Iteration 24 lambda =  -0.2824012 
## Iteration 1 lambda =  0.3638087 
## Iteration 2 lambda =  0.04571302 
## Iteration 3 lambda =  -0.1133348 
## Iteration 4 lambda =  -0.1928587 
## Iteration 5 lambda =  -0.2326207 
## Iteration 6 lambda =  -0.2525017 
## Iteration 7 lambda =  -0.2624422 
## Iteration 8 lambda =  -0.2674124 
## Iteration 9 lambda =  -0.2698975 
## Iteration 10 lambda =  -0.2711401 
## Iteration 11 lambda =  -0.2717614 
## Iteration 12 lambda =  -0.272072 
## Iteration 13 lambda =  -0.2722273 
## Iteration 14 lambda =  -0.272305 
## Iteration 15 lambda =  -0.2723438 
## Iteration 16 lambda =  -0.2723632 
## Iteration 17 lambda =  -0.2723729 
## Iteration 18 lambda =  -0.2723778 
## Iteration 19 lambda =  -0.2723802 
## Iteration 20 lambda =  -0.2723814 
## Iteration 21 lambda =  -0.272382 
## Iteration 22 lambda =  -0.2723823 
## Iteration 23 lambda =  -0.2723825 
## Iteration 24 lambda =  -0.2723826 
## Iteration 1 lambda =  0.3239626 
## Iteration 2 lambda =  -0.01405613 
## Iteration 3 lambda =  -0.1830655 
## Iteration 4 lambda =  -0.2675702 
## Iteration 5 lambda =  -0.3098225 
## Iteration 6 lambda =  -0.3309487 
## Iteration 7 lambda =  -0.3415118 
## Iteration 8 lambda =  -0.3467933 
## Iteration 9 lambda =  -0.3494341 
## Iteration 10 lambda =  -0.3507545 
## Iteration 11 lambda =  -0.3514147 
## Iteration 12 lambda =  -0.3517447 
## Iteration 13 lambda =  -0.3519098 
## Iteration 14 lambda =  -0.3519923 
## Iteration 15 lambda =  -0.3520336 
## Iteration 16 lambda =  -0.3520542 
## Iteration 17 lambda =  -0.3520645 
## Iteration 18 lambda =  -0.3520697 
## Iteration 19 lambda =  -0.3520723 
## Iteration 20 lambda =  -0.3520736 
## Iteration 21 lambda =  -0.3520742 
## Iteration 22 lambda =  -0.3520745 
## Iteration 23 lambda =  -0.3520747 
## Iteration 24 lambda =  -0.3520748 
## Iteration 1 lambda =  0.30886 
## Iteration 2 lambda =  -0.03670993 
## Iteration 3 lambda =  -0.2094949 
## Iteration 4 lambda =  -0.2958874 
## Iteration 5 lambda =  -0.3390837 
## Iteration 6 lambda =  -0.3606818 
## Iteration 7 lambda =  -0.3714808 
## Iteration 8 lambda =  -0.3768804 
## Iteration 9 lambda =  -0.3795801 
## Iteration 10 lambda =  -0.38093 
## Iteration 11 lambda =  -0.381605 
## Iteration 12 lambda =  -0.3819424 
## Iteration 13 lambda =  -0.3821112 
## Iteration 14 lambda =  -0.3821955 
## Iteration 15 lambda =  -0.3822377 
## Iteration 16 lambda =  -0.3822588 
## Iteration 17 lambda =  -0.3822694 
## Iteration 18 lambda =  -0.3822746 
## Iteration 19 lambda =  -0.3822773 
## Iteration 20 lambda =  -0.3822786 
## Iteration 21 lambda =  -0.3822792 
## Iteration 22 lambda =  -0.3822796 
## Iteration 23 lambda =  -0.3822797 
## Iteration 24 lambda =  -0.3822798 
## Iteration 1 lambda =  0.1820176 
## Iteration 2 lambda =  -0.2269736 
## Iteration 3 lambda =  -0.4314692 
## Iteration 4 lambda =  -0.533717 
## Iteration 5 lambda =  -0.5848409 
## Iteration 6 lambda =  -0.6104028 
## Iteration 7 lambda =  -0.6231838 
## Iteration 8 lambda =  -0.6295743 
## Iteration 9 lambda =  -0.6327695 
## Iteration 10 lambda =  -0.6343671 
## Iteration 11 lambda =  -0.635166 
## Iteration 12 lambda =  -0.6355654 
## Iteration 13 lambda =  -0.6357651 
## Iteration 14 lambda =  -0.6358649 
## Iteration 15 lambda =  -0.6359148 
## Iteration 16 lambda =  -0.6359398 
## Iteration 17 lambda =  -0.6359523 
## Iteration 18 lambda =  -0.6359585 
## Iteration 19 lambda =  -0.6359617 
## Iteration 20 lambda =  -0.6359632 
## Iteration 21 lambda =  -0.635964 
## Iteration 22 lambda =  -0.6359644 
## Iteration 23 lambda =  -0.6359646 
## Iteration 24 lambda =  -0.6359647 
## Iteration 1 lambda =  0.3245996 
## Iteration 2 lambda =  -0.01310067 
## Iteration 3 lambda =  -0.1819508 
## Iteration 4 lambda =  -0.2663758 
## Iteration 5 lambda =  -0.3085884 
## Iteration 6 lambda =  -0.3296946 
## Iteration 7 lambda =  -0.3402478 
## Iteration 8 lambda =  -0.3455243 
## Iteration 9 lambda =  -0.3481626 
## Iteration 10 lambda =  -0.3494817 
## Iteration 11 lambda =  -0.3501413 
## Iteration 12 lambda =  -0.3504711 
## Iteration 13 lambda =  -0.350636 
## Iteration 14 lambda =  -0.3507184 
## Iteration 15 lambda =  -0.3507597 
## Iteration 16 lambda =  -0.3507803 
## Iteration 17 lambda =  -0.3507906 
## Iteration 18 lambda =  -0.3507957 
## Iteration 19 lambda =  -0.3507983 
## Iteration 20 lambda =  -0.3507996 
## Iteration 21 lambda =  -0.3508002 
## Iteration 22 lambda =  -0.3508006 
## Iteration 23 lambda =  -0.3508007 
## Iteration 24 lambda =  -0.3508008 
## Iteration 1 lambda =  0.3730189 
## Iteration 2 lambda =  0.05952832 
## Iteration 3 lambda =  -0.09721696 
## Iteration 4 lambda =  -0.1755896 
## Iteration 5 lambda =  -0.2147759 
## Iteration 6 lambda =  -0.2343691 
## Iteration 7 lambda =  -0.2441657 
## Iteration 8 lambda =  -0.2490639 
## Iteration 9 lambda =  -0.2515131 
## Iteration 10 lambda =  -0.2527377 
## Iteration 11 lambda =  -0.25335 
## Iteration 12 lambda =  -0.2536561 
## Iteration 13 lambda =  -0.2538092 
## Iteration 14 lambda =  -0.2538857 
## Iteration 15 lambda =  -0.253924 
## Iteration 16 lambda =  -0.2539431 
## Iteration 17 lambda =  -0.2539527 
## Iteration 18 lambda =  -0.2539575 
## Iteration 19 lambda =  -0.2539598 
## Iteration 20 lambda =  -0.253961 
## Iteration 21 lambda =  -0.2539616 
## Iteration 22 lambda =  -0.2539619 
## Iteration 23 lambda =  -0.2539621 
## Iteration 24 lambda =  -0.2539622 
## Iteration 1 lambda =  0.3341634 
## Iteration 2 lambda =  0.001245089 
## Iteration 3 lambda =  -0.1652141 
## Iteration 4 lambda =  -0.2484436 
## Iteration 5 lambda =  -0.2900584 
## Iteration 6 lambda =  -0.3108658 
## Iteration 7 lambda =  -0.3212695 
## Iteration 8 lambda =  -0.3264714 
## Iteration 9 lambda =  -0.3290723 
## Iteration 10 lambda =  -0.3303728 
## Iteration 11 lambda =  -0.331023 
## Iteration 12 lambda =  -0.3313481 
## Iteration 13 lambda =  -0.3315107 
## Iteration 14 lambda =  -0.3315919 
## Iteration 15 lambda =  -0.3316326 
## Iteration 16 lambda =  -0.3316529 
## Iteration 17 lambda =  -0.3316631 
## Iteration 18 lambda =  -0.3316681 
## Iteration 19 lambda =  -0.3316707 
## Iteration 20 lambda =  -0.3316719 
## Iteration 21 lambda =  -0.3316726 
## Iteration 22 lambda =  -0.3316729 
## Iteration 23 lambda =  -0.3316731 
## Iteration 24 lambda =  -0.3316731 
## Iteration 1 lambda =  0.3740389 
## Iteration 2 lambda =  0.06105831 
## Iteration 3 lambda =  -0.09543197 
## Iteration 4 lambda =  -0.1736771 
## Iteration 5 lambda =  -0.2127997 
## Iteration 6 lambda =  -0.232361 
## Iteration 7 lambda =  -0.2421416 
## Iteration 8 lambda =  -0.2470319 
## Iteration 9 lambda =  -0.2494771 
## Iteration 10 lambda =  -0.2506997 
## Iteration 11 lambda =  -0.251311 
## Iteration 12 lambda =  -0.2516166 
## Iteration 13 lambda =  -0.2517694 
## Iteration 14 lambda =  -0.2518458 
## Iteration 15 lambda =  -0.251884 
## Iteration 16 lambda =  -0.2519031 
## Iteration 17 lambda =  -0.2519127 
## Iteration 18 lambda =  -0.2519175 
## Iteration 19 lambda =  -0.2519199 
## Iteration 20 lambda =  -0.2519211 
## Iteration 21 lambda =  -0.2519217 
## Iteration 22 lambda =  -0.251922 
## Iteration 23 lambda =  -0.2519221 
## Iteration 24 lambda =  -0.2519222 
## Iteration 1 lambda =  0.3464169 
## Iteration 2 lambda =  0.01962539 
## Iteration 3 lambda =  -0.1437704 
## Iteration 4 lambda =  -0.2254683 
## Iteration 5 lambda =  -0.2663172 
## Iteration 6 lambda =  -0.2867417 
## Iteration 7 lambda =  -0.2969539 
## Iteration 8 lambda =  -0.30206 
## Iteration 9 lambda =  -0.3046131 
## Iteration 10 lambda =  -0.3058896 
## Iteration 11 lambda =  -0.3065279 
## Iteration 12 lambda =  -0.306847 
## Iteration 13 lambda =  -0.3070066 
## Iteration 14 lambda =  -0.3070864 
## Iteration 15 lambda =  -0.3071263 
## Iteration 16 lambda =  -0.3071462 
## Iteration 17 lambda =  -0.3071562 
## Iteration 18 lambda =  -0.3071612 
## Iteration 19 lambda =  -0.3071637 
## Iteration 20 lambda =  -0.3071649 
## Iteration 21 lambda =  -0.3071655 
## Iteration 22 lambda =  -0.3071658 
## Iteration 23 lambda =  -0.307166 
## Iteration 24 lambda =  -0.3071661 
## Iteration 1 lambda =  0.2975599 
## Iteration 2 lambda =  -0.05366019 
## Iteration 3 lambda =  -0.2292702 
## Iteration 4 lambda =  -0.3170752 
## Iteration 5 lambda =  -0.3609777 
## Iteration 6 lambda =  -0.382929 
## Iteration 7 lambda =  -0.3939046 
## Iteration 8 lambda =  -0.3993924 
## Iteration 9 lambda =  -0.4021363 
## Iteration 10 lambda =  -0.4035083 
## Iteration 11 lambda =  -0.4041943 
## Iteration 12 lambda =  -0.4045373 
## Iteration 13 lambda =  -0.4047088 
## Iteration 14 lambda =  -0.4047945 
## Iteration 15 lambda =  -0.4048374 
## Iteration 16 lambda =  -0.4048588 
## Iteration 17 lambda =  -0.4048695 
## Iteration 18 lambda =  -0.4048749 
## Iteration 19 lambda =  -0.4048776 
## Iteration 20 lambda =  -0.4048789 
## Iteration 21 lambda =  -0.4048796 
## Iteration 22 lambda =  -0.4048799 
## Iteration 23 lambda =  -0.4048801 
## Iteration 24 lambda =  -0.4048802 
## Iteration 1 lambda =  0.303159 
## Iteration 2 lambda =  -0.04526148 
## Iteration 3 lambda =  -0.2194717 
## Iteration 4 lambda =  -0.3065768 
## Iteration 5 lambda =  -0.3501294 
## Iteration 6 lambda =  -0.3719057 
## Iteration 7 lambda =  -0.3827938 
## Iteration 8 lambda =  -0.3882379 
## Iteration 9 lambda =  -0.3909599 
## Iteration 10 lambda =  -0.3923209 
## Iteration 11 lambda =  -0.3930015 
## Iteration 12 lambda =  -0.3933417 
## Iteration 13 lambda =  -0.3935118 
## Iteration 14 lambda =  -0.3935969 
## Iteration 15 lambda =  -0.3936394 
## Iteration 16 lambda =  -0.3936607 
## Iteration 17 lambda =  -0.3936713 
## Iteration 18 lambda =  -0.3936767 
## Iteration 19 lambda =  -0.3936793 
## Iteration 20 lambda =  -0.3936806 
## Iteration 21 lambda =  -0.3936813 
## Iteration 22 lambda =  -0.3936816 
## Iteration 23 lambda =  -0.3936818 
## Iteration 24 lambda =  -0.3936819 
## Iteration 1 lambda =  0.3930075 
## Iteration 2 lambda =  0.08951129 
## Iteration 3 lambda =  -0.06223683 
## Iteration 4 lambda =  -0.1381109 
## Iteration 5 lambda =  -0.1760479 
## Iteration 6 lambda =  -0.1950164 
## Iteration 7 lambda =  -0.2045007 
## Iteration 8 lambda =  -0.2092428 
## Iteration 9 lambda =  -0.2116139 
## Iteration 10 lambda =  -0.2127994 
## Iteration 11 lambda =  -0.2133922 
## Iteration 12 lambda =  -0.2136886 
## Iteration 13 lambda =  -0.2138368 
## Iteration 14 lambda =  -0.2139109 
## Iteration 15 lambda =  -0.2139479 
## Iteration 16 lambda =  -0.2139664 
## Iteration 17 lambda =  -0.2139757 
## Iteration 18 lambda =  -0.2139803 
## Iteration 19 lambda =  -0.2139826 
## Iteration 20 lambda =  -0.2139838 
## Iteration 21 lambda =  -0.2139844 
## Iteration 22 lambda =  -0.2139847 
## Iteration 23 lambda =  -0.2139848 
## Iteration 24 lambda =  -0.2139849 
## Iteration 1 lambda =  0.2966739 
## Iteration 2 lambda =  -0.05498919 
## Iteration 3 lambda =  -0.2308207 
## Iteration 4 lambda =  -0.3187365 
## Iteration 5 lambda =  -0.3626944 
## Iteration 6 lambda =  -0.3846733 
## Iteration 7 lambda =  -0.3956628 
## Iteration 8 lambda =  -0.4011575 
## Iteration 9 lambda =  -0.4039049 
## Iteration 10 lambda =  -0.4052786 
## Iteration 11 lambda =  -0.4059654 
## Iteration 12 lambda =  -0.4063088 
## Iteration 13 lambda =  -0.4064805 
## Iteration 14 lambda =  -0.4065664 
## Iteration 15 lambda =  -0.4066093 
## Iteration 16 lambda =  -0.4066308 
## Iteration 17 lambda =  -0.4066415 
## Iteration 18 lambda =  -0.4066469 
## Iteration 19 lambda =  -0.4066496 
## Iteration 20 lambda =  -0.4066509 
## Iteration 21 lambda =  -0.4066516 
## Iteration 22 lambda =  -0.4066519 
## Iteration 23 lambda =  -0.4066521 
## Iteration 24 lambda =  -0.4066522 
## Iteration 1 lambda =  0.3080828 
## Iteration 2 lambda =  -0.03787583 
## Iteration 3 lambda =  -0.2108551 
## Iteration 4 lambda =  -0.2973448 
## Iteration 5 lambda =  -0.3405896 
## Iteration 6 lambda =  -0.362212 
## Iteration 7 lambda =  -0.3730232 
## Iteration 8 lambda =  -0.3784288 
## Iteration 9 lambda =  -0.3811316 
## Iteration 10 lambda =  -0.382483 
## Iteration 11 lambda =  -0.3831587 
## Iteration 12 lambda =  -0.3834966 
## Iteration 13 lambda =  -0.3836655 
## Iteration 14 lambda =  -0.38375 
## Iteration 15 lambda =  -0.3837922 
## Iteration 16 lambda =  -0.3838133 
## Iteration 17 lambda =  -0.3838239 
## Iteration 18 lambda =  -0.3838292 
## Iteration 19 lambda =  -0.3838318 
## Iteration 20 lambda =  -0.3838331 
## Iteration 21 lambda =  -0.3838338 
## Iteration 22 lambda =  -0.3838341 
## Iteration 23 lambda =  -0.3838343 
## Iteration 24 lambda =  -0.3838344 
## Iteration 1 lambda =  0.3346346 
## Iteration 2 lambda =  0.001951964 
## Iteration 3 lambda =  -0.1643894 
## Iteration 4 lambda =  -0.24756 
## Iteration 5 lambda =  -0.2891454 
## Iteration 6 lambda =  -0.309938 
## Iteration 7 lambda =  -0.3203344 
## Iteration 8 lambda =  -0.3255325 
## Iteration 9 lambda =  -0.3281316 
## Iteration 10 lambda =  -0.3294312 
## Iteration 11 lambda =  -0.3300809 
## Iteration 12 lambda =  -0.3304058 
## Iteration 13 lambda =  -0.3305683 
## Iteration 14 lambda =  -0.3306495 
## Iteration 15 lambda =  -0.3306901 
## Iteration 16 lambda =  -0.3307104 
## Iteration 17 lambda =  -0.3307206 
## Iteration 18 lambda =  -0.3307256 
## Iteration 19 lambda =  -0.3307282 
## Iteration 20 lambda =  -0.3307294 
## Iteration 21 lambda =  -0.3307301 
## Iteration 22 lambda =  -0.3307304 
## Iteration 23 lambda =  -0.3307306 
## Iteration 24 lambda =  -0.3307306 
## Iteration 1 lambda =  0.3386325 
## Iteration 2 lambda =  0.007948821 
## Iteration 3 lambda =  -0.157393 
## Iteration 4 lambda =  -0.240064 
## Iteration 5 lambda =  -0.2813994 
## Iteration 6 lambda =  -0.3020672 
## Iteration 7 lambda =  -0.312401 
## Iteration 8 lambda =  -0.317568 
## Iteration 9 lambda =  -0.3201514 
## Iteration 10 lambda =  -0.3214432 
## Iteration 11 lambda =  -0.322089 
## Iteration 12 lambda =  -0.322412 
## Iteration 13 lambda =  -0.3225734 
## Iteration 14 lambda =  -0.3226542 
## Iteration 15 lambda =  -0.3226945 
## Iteration 16 lambda =  -0.3227147 
## Iteration 17 lambda =  -0.3227248 
## Iteration 18 lambda =  -0.3227299 
## Iteration 19 lambda =  -0.3227324 
## Iteration 20 lambda =  -0.3227336 
## Iteration 21 lambda =  -0.3227343 
## Iteration 22 lambda =  -0.3227346 
## Iteration 23 lambda =  -0.3227347 
## Iteration 24 lambda =  -0.3227348 
## Iteration 1 lambda =  0.2880807 
## Iteration 2 lambda =  -0.06787902 
## Iteration 3 lambda =  -0.2458589 
## Iteration 4 lambda =  -0.3348488 
## Iteration 5 lambda =  -0.3793437 
## Iteration 6 lambda =  -0.4015912 
## Iteration 7 lambda =  -0.412715 
## Iteration 8 lambda =  -0.4182768 
## Iteration 9 lambda =  -0.4210578 
## Iteration 10 lambda =  -0.4224482 
## Iteration 11 lambda =  -0.4231435 
## Iteration 12 lambda =  -0.4234911 
## Iteration 13 lambda =  -0.4236649 
## Iteration 14 lambda =  -0.4237518 
## Iteration 15 lambda =  -0.4237952 
## Iteration 16 lambda =  -0.423817 
## Iteration 17 lambda =  -0.4238278 
## Iteration 18 lambda =  -0.4238333 
## Iteration 19 lambda =  -0.423836 
## Iteration 20 lambda =  -0.4238373 
## Iteration 21 lambda =  -0.423838 
## Iteration 22 lambda =  -0.4238384 
## Iteration 23 lambda =  -0.4238385 
## Iteration 24 lambda =  -0.4238386 
## Iteration 1 lambda =  0.3425724 
## Iteration 2 lambda =  0.01385862 
## Iteration 3 lambda =  -0.1504983 
## Iteration 4 lambda =  -0.2326767 
## Iteration 5 lambda =  -0.2737659 
## Iteration 6 lambda =  -0.2943106 
## Iteration 7 lambda =  -0.3045829 
## Iteration 8 lambda =  -0.309719 
## Iteration 9 lambda =  -0.3122871 
## Iteration 10 lambda =  -0.3135711 
## Iteration 11 lambda =  -0.3142132 
## Iteration 12 lambda =  -0.3145342 
## Iteration 13 lambda =  -0.3146947 
## Iteration 14 lambda =  -0.3147749 
## Iteration 15 lambda =  -0.314815 
## Iteration 16 lambda =  -0.3148351 
## Iteration 17 lambda =  -0.3148451 
## Iteration 18 lambda =  -0.3148502 
## Iteration 19 lambda =  -0.3148527 
## Iteration 20 lambda =  -0.3148539 
## Iteration 21 lambda =  -0.3148545 
## Iteration 22 lambda =  -0.3148549 
## Iteration 23 lambda =  -0.314855 
## Iteration 24 lambda =  -0.3148551 
## Iteration 1 lambda =  0.3523321 
## Iteration 2 lambda =  0.02849817 
## Iteration 3 lambda =  -0.1334188 
## Iteration 4 lambda =  -0.2143773 
## Iteration 5 lambda =  -0.2548565 
## Iteration 6 lambda =  -0.2750961 
## Iteration 7 lambda =  -0.285216 
## Iteration 8 lambda =  -0.2902759 
## Iteration 9 lambda =  -0.2928058 
## Iteration 10 lambda =  -0.2940708 
## Iteration 11 lambda =  -0.2947033 
## Iteration 12 lambda =  -0.2950195 
## Iteration 13 lambda =  -0.2951776 
## Iteration 14 lambda =  -0.2952567 
## Iteration 15 lambda =  -0.2952962 
## Iteration 16 lambda =  -0.295316 
## Iteration 17 lambda =  -0.2953259 
## Iteration 18 lambda =  -0.2953308 
## Iteration 19 lambda =  -0.2953333 
## Iteration 20 lambda =  -0.2953345 
## Iteration 21 lambda =  -0.2953352 
## Iteration 22 lambda =  -0.2953355 
## Iteration 23 lambda =  -0.2953356 
## Iteration 24 lambda =  -0.2953357 
## Iteration 1 lambda =  0.3507945 
## Iteration 2 lambda =  0.02619171 
## Iteration 3 lambda =  -0.1361097 
## Iteration 4 lambda =  -0.2172604 
## Iteration 5 lambda =  -0.2578357 
## Iteration 6 lambda =  -0.2781234 
## Iteration 7 lambda =  -0.2882672 
## Iteration 8 lambda =  -0.2933391 
## Iteration 9 lambda =  -0.2958751 
## Iteration 10 lambda =  -0.2971431 
## Iteration 11 lambda =  -0.2977771 
## Iteration 12 lambda =  -0.2980941 
## Iteration 13 lambda =  -0.2982526 
## Iteration 14 lambda =  -0.2983318 
## Iteration 15 lambda =  -0.2983714 
## Iteration 16 lambda =  -0.2983912 
## Iteration 17 lambda =  -0.2984011 
## Iteration 18 lambda =  -0.2984061 
## Iteration 19 lambda =  -0.2984086 
## Iteration 20 lambda =  -0.2984098 
## Iteration 21 lambda =  -0.2984104 
## Iteration 22 lambda =  -0.2984107 
## Iteration 23 lambda =  -0.2984109 
## Iteration 24 lambda =  -0.298411 
## Iteration 1 lambda =  0.3376539 
## Iteration 2 lambda =  0.006480906 
## Iteration 3 lambda =  -0.1591056 
## Iteration 4 lambda =  -0.2418989 
## Iteration 5 lambda =  -0.2832955 
## Iteration 6 lambda =  -0.3039938 
## Iteration 7 lambda =  -0.314343 
## Iteration 8 lambda =  -0.3195175 
## Iteration 9 lambda =  -0.3221048 
## Iteration 10 lambda =  -0.3233985 
## Iteration 11 lambda =  -0.3240453 
## Iteration 12 lambda =  -0.3243687 
## Iteration 13 lambda =  -0.3245304 
## Iteration 14 lambda =  -0.3246113 
## Iteration 15 lambda =  -0.3246517 
## Iteration 16 lambda =  -0.3246719 
## Iteration 17 lambda =  -0.324682 
## Iteration 18 lambda =  -0.3246871 
## Iteration 19 lambda =  -0.3246896 
## Iteration 20 lambda =  -0.3246909 
## Iteration 21 lambda =  -0.3246915 
## Iteration 22 lambda =  -0.3246918 
## Iteration 23 lambda =  -0.324692 
## Iteration 24 lambda =  -0.324692 
## Iteration 1 lambda =  0.2871771 
## Iteration 2 lambda =  -0.06923429 
## Iteration 3 lambda =  -0.24744 
## Iteration 4 lambda =  -0.3365429 
## Iteration 5 lambda =  -0.3810943 
## Iteration 6 lambda =  -0.40337 
## Iteration 7 lambda =  -0.4145079 
## Iteration 8 lambda =  -0.4200768 
## Iteration 9 lambda =  -0.4228613 
## Iteration 10 lambda =  -0.4242535 
## Iteration 11 lambda =  -0.4249496 
## Iteration 12 lambda =  -0.4252977 
## Iteration 13 lambda =  -0.4254717 
## Iteration 14 lambda =  -0.4255587 
## Iteration 15 lambda =  -0.4256022 
## Iteration 16 lambda =  -0.425624 
## Iteration 17 lambda =  -0.4256348 
## Iteration 18 lambda =  -0.4256403 
## Iteration 19 lambda =  -0.425643 
## Iteration 20 lambda =  -0.4256444 
## Iteration 21 lambda =  -0.425645 
## Iteration 22 lambda =  -0.4256454 
## Iteration 23 lambda =  -0.4256455 
## Iteration 24 lambda =  -0.4256456 
## Iteration 1 lambda =  0.4004145 
## Iteration 2 lambda =  0.1006217 
## Iteration 3 lambda =  -0.04927464 
## Iteration 4 lambda =  -0.1242228 
## Iteration 5 lambda =  -0.1616969 
## Iteration 6 lambda =  -0.180434 
## Iteration 7 lambda =  -0.1898025 
## Iteration 8 lambda =  -0.1944868 
## Iteration 9 lambda =  -0.1968289 
## Iteration 10 lambda =  -0.198 
## Iteration 11 lambda =  -0.1985855 
## Iteration 12 lambda =  -0.1988783 
## Iteration 13 lambda =  -0.1990246 
## Iteration 14 lambda =  -0.1990978 
## Iteration 15 lambda =  -0.1991344 
## Iteration 16 lambda =  -0.1991527 
## Iteration 17 lambda =  -0.1991619 
## Iteration 18 lambda =  -0.1991664 
## Iteration 19 lambda =  -0.1991687 
## Iteration 20 lambda =  -0.1991699 
## Iteration 21 lambda =  -0.1991704 
## Iteration 22 lambda =  -0.1991707 
## Iteration 23 lambda =  -0.1991709 
## Iteration 24 lambda =  -0.199171 
## Iteration 1 lambda =  0.2757669 
## Iteration 2 lambda =  -0.08634963 
## Iteration 3 lambda =  -0.2674079 
## Iteration 4 lambda =  -0.357937 
## Iteration 5 lambda =  -0.4032016 
## Iteration 6 lambda =  -0.4258339 
## Iteration 7 lambda =  -0.43715 
## Iteration 8 lambda =  -0.4428081 
## Iteration 9 lambda =  -0.4456371 
## Iteration 10 lambda =  -0.4470517 
## Iteration 11 lambda =  -0.4477589 
## Iteration 12 lambda =  -0.4481125 
## Iteration 13 lambda =  -0.4482894 
## Iteration 14 lambda =  -0.4483778 
## Iteration 15 lambda =  -0.448422 
## Iteration 16 lambda =  -0.4484441 
## Iteration 17 lambda =  -0.4484551 
## Iteration 18 lambda =  -0.4484606 
## Iteration 19 lambda =  -0.4484634 
## Iteration 20 lambda =  -0.4484648 
## Iteration 21 lambda =  -0.4484655 
## Iteration 22 lambda =  -0.4484658 
## Iteration 23 lambda =  -0.448466 
## Iteration 24 lambda =  -0.4484661 
## Iteration 1 lambda =  0.3050952 
## Iteration 2 lambda =  -0.04235719 
## Iteration 3 lambda =  -0.2160834 
## Iteration 4 lambda =  -0.3029465 
## Iteration 5 lambda =  -0.346378 
## Iteration 6 lambda =  -0.3680938 
## Iteration 7 lambda =  -0.3789517 
## Iteration 8 lambda =  -0.3843806 
## Iteration 9 lambda =  -0.3870951 
## Iteration 10 lambda =  -0.3884524 
## Iteration 11 lambda =  -0.389131 
## Iteration 12 lambda =  -0.3894703 
## Iteration 13 lambda =  -0.3896399 
## Iteration 14 lambda =  -0.3897248 
## Iteration 15 lambda =  -0.3897672 
## Iteration 16 lambda =  -0.3897884 
## Iteration 17 lambda =  -0.389799 
## Iteration 18 lambda =  -0.3898043 
## Iteration 19 lambda =  -0.3898069 
## Iteration 20 lambda =  -0.3898083 
## Iteration 21 lambda =  -0.3898089 
## Iteration 22 lambda =  -0.3898093 
## Iteration 23 lambda =  -0.3898094 
## Iteration 24 lambda =  -0.3898095 
## Iteration 1 lambda =  0.3420986 
## Iteration 2 lambda =  0.01314793 
## Iteration 3 lambda =  -0.1513274 
## Iteration 4 lambda =  -0.2335651 
## Iteration 5 lambda =  -0.2746839 
## Iteration 6 lambda =  -0.2952433 
## Iteration 7 lambda =  -0.305523 
## Iteration 8 lambda =  -0.3106629 
## Iteration 9 lambda =  -0.3132328 
## Iteration 10 lambda =  -0.3145178 
## Iteration 11 lambda =  -0.3151603 
## Iteration 12 lambda =  -0.3154815 
## Iteration 13 lambda =  -0.3156421 
## Iteration 14 lambda =  -0.3157224 
## Iteration 15 lambda =  -0.3157626 
## Iteration 16 lambda =  -0.3157827 
## Iteration 17 lambda =  -0.3157927 
## Iteration 18 lambda =  -0.3157977 
## Iteration 19 lambda =  -0.3158002 
## Iteration 20 lambda =  -0.3158015 
## Iteration 21 lambda =  -0.3158021 
## Iteration 22 lambda =  -0.3158024 
## Iteration 23 lambda =  -0.3158026 
## Iteration 24 lambda =  -0.3158027 
## Iteration 1 lambda =  0.3307205 
## Iteration 2 lambda =  -0.003919264 
## Iteration 3 lambda =  -0.1712391 
## Iteration 4 lambda =  -0.2548991 
## Iteration 5 lambda =  -0.296729 
## Iteration 6 lambda =  -0.317644 
## Iteration 7 lambda =  -0.3281015 
## Iteration 8 lambda =  -0.3333303 
## Iteration 9 lambda =  -0.3359446 
## Iteration 10 lambda =  -0.3372518 
## Iteration 11 lambda =  -0.3379054 
## Iteration 12 lambda =  -0.3382322 
## Iteration 13 lambda =  -0.3383956 
## Iteration 14 lambda =  -0.3384773 
## Iteration 15 lambda =  -0.3385182 
## Iteration 16 lambda =  -0.3385386 
## Iteration 17 lambda =  -0.3385488 
## Iteration 18 lambda =  -0.3385539 
## Iteration 19 lambda =  -0.3385565 
## Iteration 20 lambda =  -0.3385577 
## Iteration 21 lambda =  -0.3385584 
## Iteration 22 lambda =  -0.3385587 
## Iteration 23 lambda =  -0.3385589 
## Iteration 24 lambda =  -0.3385589 
## Iteration 1 lambda =  0.3476466 
## Iteration 2 lambda =  0.02146983 
## Iteration 3 lambda =  -0.1416185 
## Iteration 4 lambda =  -0.2231627 
## Iteration 5 lambda =  -0.2639348 
## Iteration 6 lambda =  -0.2843208 
## Iteration 7 lambda =  -0.2945139 
## Iteration 8 lambda =  -0.2996104 
## Iteration 9 lambda =  -0.3021586 
## Iteration 10 lambda =  -0.3034328 
## Iteration 11 lambda =  -0.3040698 
## Iteration 12 lambda =  -0.3043884 
## Iteration 13 lambda =  -0.3045476 
## Iteration 14 lambda =  -0.3046273 
## Iteration 15 lambda =  -0.3046671 
## Iteration 16 lambda =  -0.304687 
## Iteration 17 lambda =  -0.3046969 
## Iteration 18 lambda =  -0.3047019 
## Iteration 19 lambda =  -0.3047044 
## Iteration 20 lambda =  -0.3047056 
## Iteration 21 lambda =  -0.3047063 
## Iteration 22 lambda =  -0.3047066 
## Iteration 23 lambda =  -0.3047067 
## Iteration 24 lambda =  -0.3047068 
## Iteration 1 lambda =  0.2839354 
## Iteration 2 lambda =  -0.07409695 
## Iteration 3 lambda =  -0.2531131 
## Iteration 4 lambda =  -0.3426212 
## Iteration 5 lambda =  -0.3873752 
## Iteration 6 lambda =  -0.4097523 
## Iteration 7 lambda =  -0.4209408 
## Iteration 8 lambda =  -0.426535 
## Iteration 9 lambda =  -0.4293321 
## Iteration 10 lambda =  -0.4307307 
## Iteration 11 lambda =  -0.43143 
## Iteration 12 lambda =  -0.4317796 
## Iteration 13 lambda =  -0.4319544 
## Iteration 14 lambda =  -0.4320419 
## Iteration 15 lambda =  -0.4320856 
## Iteration 16 lambda =  -0.4321074 
## Iteration 17 lambda =  -0.4321183 
## Iteration 18 lambda =  -0.4321238 
## Iteration 19 lambda =  -0.4321265 
## Iteration 20 lambda =  -0.4321279 
## Iteration 21 lambda =  -0.4321286 
## Iteration 22 lambda =  -0.4321289 
## Iteration 23 lambda =  -0.4321291 
## Iteration 24 lambda =  -0.4321292 
## Iteration 1 lambda =  0.3291282 
## Iteration 2 lambda =  -0.006307641 
## Iteration 3 lambda =  -0.1740256 
## Iteration 4 lambda =  -0.2578846 
## Iteration 5 lambda =  -0.299814 
## Iteration 6 lambda =  -0.3207788 
## Iteration 7 lambda =  -0.3312612 
## Iteration 8 lambda =  -0.3365023 
## Iteration 9 lambda =  -0.3391229 
## Iteration 10 lambda =  -0.3404332 
## Iteration 11 lambda =  -0.3410884 
## Iteration 12 lambda =  -0.3414159 
## Iteration 13 lambda =  -0.3415797 
## Iteration 14 lambda =  -0.3416616 
## Iteration 15 lambda =  -0.3417026 
## Iteration 16 lambda =  -0.341723 
## Iteration 17 lambda =  -0.3417333 
## Iteration 18 lambda =  -0.3417384 
## Iteration 19 lambda =  -0.341741 
## Iteration 20 lambda =  -0.3417422 
## Iteration 21 lambda =  -0.3417429 
## Iteration 22 lambda =  -0.3417432 
## Iteration 23 lambda =  -0.3417434 
## Iteration 24 lambda =  -0.3417434 
## Iteration 1 lambda =  0.3657152 
## Iteration 2 lambda =  0.04857279 
## Iteration 3 lambda =  -0.1099984 
## Iteration 4 lambda =  -0.189284 
## Iteration 5 lambda =  -0.2289268 
## Iteration 6 lambda =  -0.2487482 
## Iteration 7 lambda =  -0.2586589 
## Iteration 8 lambda =  -0.2636143 
## Iteration 9 lambda =  -0.2660919 
## Iteration 10 lambda =  -0.2673308 
## Iteration 11 lambda =  -0.2679502 
## Iteration 12 lambda =  -0.2682599 
## Iteration 13 lambda =  -0.2684148 
## Iteration 14 lambda =  -0.2684922 
## Iteration 15 lambda =  -0.2685309 
## Iteration 16 lambda =  -0.2685503 
## Iteration 17 lambda =  -0.2685599 
## Iteration 18 lambda =  -0.2685648 
## Iteration 19 lambda =  -0.2685672 
## Iteration 20 lambda =  -0.2685684 
## Iteration 21 lambda =  -0.268569 
## Iteration 22 lambda =  -0.2685693 
## Iteration 23 lambda =  -0.2685695 
## Iteration 24 lambda =  -0.2685695 
## Iteration 1 lambda =  0.2090789 
## Iteration 2 lambda =  -0.1863816 
## Iteration 3 lambda =  -0.3841119 
## Iteration 4 lambda =  -0.482977 
## Iteration 5 lambda =  -0.5324096 
## Iteration 6 lambda =  -0.5571258 
## Iteration 7 lambda =  -0.569484 
## Iteration 8 lambda =  -0.5756631 
## Iteration 9 lambda =  -0.5787526 
## Iteration 10 lambda =  -0.5802974 
## Iteration 11 lambda =  -0.5810697 
## Iteration 12 lambda =  -0.5814559 
## Iteration 13 lambda =  -0.581649 
## Iteration 14 lambda =  -0.5817456 
## Iteration 15 lambda =  -0.5817939 
## Iteration 16 lambda =  -0.581818 
## Iteration 17 lambda =  -0.5818301 
## Iteration 18 lambda =  -0.5818361 
## Iteration 19 lambda =  -0.5818391 
## Iteration 20 lambda =  -0.5818406 
## Iteration 21 lambda =  -0.5818414 
## Iteration 22 lambda =  -0.5818418 
## Iteration 23 lambda =  -0.5818419 
## Iteration 24 lambda =  -0.581842 
## Iteration 1 lambda =  0.3779683 
## Iteration 2 lambda =  0.06695238 
## Iteration 3 lambda =  -0.08855556 
## Iteration 4 lambda =  -0.1663095 
## Iteration 5 lambda =  -0.2051865 
## Iteration 6 lambda =  -0.224625 
## Iteration 7 lambda =  -0.2343443 
## Iteration 8 lambda =  -0.2392039 
## Iteration 9 lambda =  -0.2416337 
## Iteration 10 lambda =  -0.2428486 
## Iteration 11 lambda =  -0.243456 
## Iteration 12 lambda =  -0.2437598 
## Iteration 13 lambda =  -0.2439116 
## Iteration 14 lambda =  -0.2439876 
## Iteration 15 lambda =  -0.2440255 
## Iteration 16 lambda =  -0.2440445 
## Iteration 17 lambda =  -0.244054 
## Iteration 18 lambda =  -0.2440588 
## Iteration 19 lambda =  -0.2440611 
## Iteration 20 lambda =  -0.2440623 
## Iteration 21 lambda =  -0.2440629 
## Iteration 22 lambda =  -0.2440632 
## Iteration 23 lambda =  -0.2440633 
## Iteration 24 lambda =  -0.2440634 
## Iteration 1 lambda =  0.2028946 
## Iteration 2 lambda =  -0.1956581 
## Iteration 3 lambda =  -0.3949345 
## Iteration 4 lambda =  -0.4945726 
## Iteration 5 lambda =  -0.5443917 
## Iteration 6 lambda =  -0.5693013 
## Iteration 7 lambda =  -0.581756 
## Iteration 8 lambda =  -0.5879834 
## Iteration 9 lambda =  -0.5910971 
## Iteration 10 lambda =  -0.592654 
## Iteration 11 lambda =  -0.5934324 
## Iteration 12 lambda =  -0.5938216 
## Iteration 13 lambda =  -0.5940162 
## Iteration 14 lambda =  -0.5941135 
## Iteration 15 lambda =  -0.5941622 
## Iteration 16 lambda =  -0.5941865 
## Iteration 17 lambda =  -0.5941987 
## Iteration 18 lambda =  -0.5942047 
## Iteration 19 lambda =  -0.5942078 
## Iteration 20 lambda =  -0.5942093 
## Iteration 21 lambda =  -0.5942101 
## Iteration 22 lambda =  -0.5942104 
## Iteration 23 lambda =  -0.5942106 
## Iteration 24 lambda =  -0.5942107 
## Iteration 1 lambda =  0.3181643 
## Iteration 2 lambda =  -0.02275355 
## Iteration 3 lambda =  -0.1932125 
## Iteration 4 lambda =  -0.2784419 
## Iteration 5 lambda =  -0.3210567 
## Iteration 6 lambda =  -0.342364 
## Iteration 7 lambda =  -0.3530177 
## Iteration 8 lambda =  -0.3583446 
## Iteration 9 lambda =  -0.361008 
## Iteration 10 lambda =  -0.3623397 
## Iteration 11 lambda =  -0.3630055 
## Iteration 12 lambda =  -0.3633385 
## Iteration 13 lambda =  -0.3635049 
## Iteration 14 lambda =  -0.3635882 
## Iteration 15 lambda =  -0.3636298 
## Iteration 16 lambda =  -0.3636506 
## Iteration 17 lambda =  -0.363661 
## Iteration 18 lambda =  -0.3636662 
## Iteration 19 lambda =  -0.3636688 
## Iteration 20 lambda =  -0.3636701 
## Iteration 21 lambda =  -0.3636707 
## Iteration 22 lambda =  -0.3636711 
## Iteration 23 lambda =  -0.3636712 
## Iteration 24 lambda =  -0.3636713 
## Iteration 1 lambda =  0.3433186 
## Iteration 2 lambda =  0.01497795 
## Iteration 3 lambda =  -0.1491924 
## Iteration 4 lambda =  -0.2312776 
## Iteration 5 lambda =  -0.2723201 
## Iteration 6 lambda =  -0.2928414 
## Iteration 7 lambda =  -0.3031021 
## Iteration 8 lambda =  -0.3082324 
## Iteration 9 lambda =  -0.3107976 
## Iteration 10 lambda =  -0.3120802 
## Iteration 11 lambda =  -0.3127214 
## Iteration 12 lambda =  -0.3130421 
## Iteration 13 lambda =  -0.3132024 
## Iteration 14 lambda =  -0.3132826 
## Iteration 15 lambda =  -0.3133227 
## Iteration 16 lambda =  -0.3133427 
## Iteration 17 lambda =  -0.3133527 
## Iteration 18 lambda =  -0.3133577 
## Iteration 19 lambda =  -0.3133602 
## Iteration 20 lambda =  -0.3133615 
## Iteration 21 lambda =  -0.3133621 
## Iteration 22 lambda =  -0.3133624 
## Iteration 23 lambda =  -0.3133626 
## Iteration 24 lambda =  -0.3133627 
## Iteration 1 lambda =  0.3297039 
## Iteration 2 lambda =  -0.005444102 
## Iteration 3 lambda =  -0.1730181 
## Iteration 4 lambda =  -0.2568051 
## Iteration 5 lambda =  -0.2986986 
## Iteration 6 lambda =  -0.3196454 
## Iteration 7 lambda =  -0.3301188 
## Iteration 8 lambda =  -0.3353554 
## Iteration 9 lambda =  -0.3379738 
## Iteration 10 lambda =  -0.339283 
## Iteration 11 lambda =  -0.3399375 
## Iteration 12 lambda =  -0.3402648 
## Iteration 13 lambda =  -0.3404285 
## Iteration 14 lambda =  -0.3405103 
## Iteration 15 lambda =  -0.3405512 
## Iteration 16 lambda =  -0.3405717 
## Iteration 17 lambda =  -0.3405819 
## Iteration 18 lambda =  -0.340587 
## Iteration 19 lambda =  -0.3405896 
## Iteration 20 lambda =  -0.3405909 
## Iteration 21 lambda =  -0.3405915 
## Iteration 22 lambda =  -0.3405918 
## Iteration 23 lambda =  -0.340592 
## Iteration 24 lambda =  -0.3405921 
## Iteration 1 lambda =  0.3536523 
## Iteration 2 lambda =  0.03047844 
## Iteration 3 lambda =  -0.1311085 
## Iteration 4 lambda =  -0.2119019 
## Iteration 5 lambda =  -0.2522987 
## Iteration 6 lambda =  -0.272497 
## Iteration 7 lambda =  -0.2825962 
## Iteration 8 lambda =  -0.2876458 
## Iteration 9 lambda =  -0.2901706 
## Iteration 10 lambda =  -0.291433 
## Iteration 11 lambda =  -0.2920642 
## Iteration 12 lambda =  -0.2923798 
## Iteration 13 lambda =  -0.2925376 
## Iteration 14 lambda =  -0.2926165 
## Iteration 15 lambda =  -0.292656 
## Iteration 16 lambda =  -0.2926757 
## Iteration 17 lambda =  -0.2926855 
## Iteration 18 lambda =  -0.2926905 
## Iteration 19 lambda =  -0.2926929 
## Iteration 20 lambda =  -0.2926942 
## Iteration 21 lambda =  -0.2926948 
## Iteration 22 lambda =  -0.2926951 
## Iteration 23 lambda =  -0.2926953 
## Iteration 24 lambda =  -0.2926953 
## Iteration 1 lambda =  0.3559745 
## Iteration 2 lambda =  0.0339618 
## Iteration 3 lambda =  -0.1270446 
## Iteration 4 lambda =  -0.2075477 
## Iteration 5 lambda =  -0.2477993 
## Iteration 6 lambda =  -0.2679251 
## Iteration 7 lambda =  -0.277988 
## Iteration 8 lambda =  -0.2830195 
## Iteration 9 lambda =  -0.2855352 
## Iteration 10 lambda =  -0.2867931 
## Iteration 11 lambda =  -0.287422 
## Iteration 12 lambda =  -0.2877365 
## Iteration 13 lambda =  -0.2878937 
## Iteration 14 lambda =  -0.2879723 
## Iteration 15 lambda =  -0.2880116 
## Iteration 16 lambda =  -0.2880313 
## Iteration 17 lambda =  -0.2880411 
## Iteration 18 lambda =  -0.288046 
## Iteration 19 lambda =  -0.2880485 
## Iteration 20 lambda =  -0.2880497 
## Iteration 21 lambda =  -0.2880503 
## Iteration 22 lambda =  -0.2880506 
## Iteration 23 lambda =  -0.2880508 
## Iteration 24 lambda =  -0.2880509 
## Iteration 1 lambda =  0.2443837 
## Iteration 2 lambda =  -0.1334245 
## Iteration 3 lambda =  -0.3223285 
## Iteration 4 lambda =  -0.4167806 
## Iteration 5 lambda =  -0.4640066 
## Iteration 6 lambda =  -0.4876196 
## Iteration 7 lambda =  -0.4994261 
## Iteration 8 lambda =  -0.5053294 
## Iteration 9 lambda =  -0.508281 
## Iteration 10 lambda =  -0.5097568 
## Iteration 11 lambda =  -0.5104947 
## Iteration 12 lambda =  -0.5108637 
## Iteration 13 lambda =  -0.5110481 
## Iteration 14 lambda =  -0.5111404 
## Iteration 15 lambda =  -0.5111865 
## Iteration 16 lambda =  -0.5112095 
## Iteration 17 lambda =  -0.5112211 
## Iteration 18 lambda =  -0.5112268 
## Iteration 19 lambda =  -0.5112297 
## Iteration 20 lambda =  -0.5112312 
## Iteration 21 lambda =  -0.5112319 
## Iteration 22 lambda =  -0.5112322 
## Iteration 23 lambda =  -0.5112324 
## Iteration 24 lambda =  -0.5112325 
## Iteration 1 lambda =  0.3057503 
## Iteration 2 lambda =  -0.04137452 
## Iteration 3 lambda =  -0.2149369 
## Iteration 4 lambda =  -0.3017181 
## Iteration 5 lambda =  -0.3451088 
## Iteration 6 lambda =  -0.3668041 
## Iteration 7 lambda =  -0.3776517 
## Iteration 8 lambda =  -0.3830755 
## Iteration 9 lambda =  -0.3857874 
## Iteration 10 lambda =  -0.3871434 
## Iteration 11 lambda =  -0.3878214 
## Iteration 12 lambda =  -0.3881604 
## Iteration 13 lambda =  -0.3883299 
## Iteration 14 lambda =  -0.3884146 
## Iteration 15 lambda =  -0.388457 
## Iteration 16 lambda =  -0.3884782 
## Iteration 17 lambda =  -0.3884888 
## Iteration 18 lambda =  -0.3884941 
## Iteration 19 lambda =  -0.3884967 
## Iteration 20 lambda =  -0.388498 
## Iteration 21 lambda =  -0.3884987 
## Iteration 22 lambda =  -0.388499 
## Iteration 23 lambda =  -0.3884992 
## Iteration 24 lambda =  -0.3884993 
## Iteration 1 lambda =  0.273732 
## Iteration 2 lambda =  -0.08940196 
## Iteration 3 lambda =  -0.270969 
## Iteration 4 lambda =  -0.3617525 
## Iteration 5 lambda =  -0.4071442 
## Iteration 6 lambda =  -0.4298401 
## Iteration 7 lambda =  -0.441188 
## Iteration 8 lambda =  -0.446862 
## Iteration 9 lambda =  -0.449699 
## Iteration 10 lambda =  -0.4511175 
## Iteration 11 lambda =  -0.4518267 
## Iteration 12 lambda =  -0.4521813 
## Iteration 13 lambda =  -0.4523586 
## Iteration 14 lambda =  -0.4524473 
## Iteration 15 lambda =  -0.4524916 
## Iteration 16 lambda =  -0.4525138 
## Iteration 17 lambda =  -0.4525249 
## Iteration 18 lambda =  -0.4525304 
## Iteration 19 lambda =  -0.4525332 
## Iteration 20 lambda =  -0.4525346 
## Iteration 21 lambda =  -0.4525353 
## Iteration 22 lambda =  -0.4525356 
## Iteration 23 lambda =  -0.4525358 
## Iteration 24 lambda =  -0.4525359 
## Iteration 1 lambda =  0.3233551 
## Iteration 2 lambda =  -0.01496738 
## Iteration 3 lambda =  -0.1841286 
## Iteration 4 lambda =  -0.2687092 
## Iteration 5 lambda =  -0.3109995 
## Iteration 6 lambda =  -0.3321447 
## Iteration 7 lambda =  -0.3427173 
## Iteration 8 lambda =  -0.3480036 
## Iteration 9 lambda =  -0.3506467 
## Iteration 10 lambda =  -0.3519683 
## Iteration 11 lambda =  -0.3526291 
## Iteration 12 lambda =  -0.3529594 
## Iteration 13 lambda =  -0.3531246 
## Iteration 14 lambda =  -0.3532072 
## Iteration 15 lambda =  -0.3532485 
## Iteration 16 lambda =  -0.3532692 
## Iteration 17 lambda =  -0.3532795 
## Iteration 18 lambda =  -0.3532847 
## Iteration 19 lambda =  -0.3532873 
## Iteration 20 lambda =  -0.3532886 
## Iteration 21 lambda =  -0.3532892 
## Iteration 22 lambda =  -0.3532895 
## Iteration 23 lambda =  -0.3532897 
## Iteration 24 lambda =  -0.3532898 
## Iteration 1 lambda =  0.3213013 
## Iteration 2 lambda =  -0.01804811 
## Iteration 3 lambda =  -0.1877228 
## Iteration 4 lambda =  -0.2725601 
## Iteration 5 lambda =  -0.3149788 
## Iteration 6 lambda =  -0.3361881 
## Iteration 7 lambda =  -0.3467928 
## Iteration 8 lambda =  -0.3520951 
## Iteration 9 lambda =  -0.3547463 
## Iteration 10 lambda =  -0.3560719 
## Iteration 11 lambda =  -0.3567347 
## Iteration 12 lambda =  -0.3570661 
## Iteration 13 lambda =  -0.3572318 
## Iteration 14 lambda =  -0.3573146 
## Iteration 15 lambda =  -0.3573561 
## Iteration 16 lambda =  -0.3573768 
## Iteration 17 lambda =  -0.3573871 
## Iteration 18 lambda =  -0.3573923 
## Iteration 19 lambda =  -0.3573949 
## Iteration 20 lambda =  -0.3573962 
## Iteration 21 lambda =  -0.3573968 
## Iteration 22 lambda =  -0.3573972 
## Iteration 23 lambda =  -0.3573973 
## Iteration 24 lambda =  -0.3573974 
## Iteration 1 lambda =  0.3178513 
## Iteration 2 lambda =  -0.02322299 
## Iteration 3 lambda =  -0.1937602 
## Iteration 4 lambda =  -0.2790287 
## Iteration 5 lambda =  -0.321663 
## Iteration 6 lambda =  -0.3429802 
## Iteration 7 lambda =  -0.3536388 
## Iteration 8 lambda =  -0.358968 
## Iteration 9 lambda =  -0.3616327 
## Iteration 10 lambda =  -0.362965 
## Iteration 11 lambda =  -0.3636312 
## Iteration 12 lambda =  -0.3639642 
## Iteration 13 lambda =  -0.3641308 
## Iteration 14 lambda =  -0.3642141 
## Iteration 15 lambda =  -0.3642557 
## Iteration 16 lambda =  -0.3642765 
## Iteration 17 lambda =  -0.3642869 
## Iteration 18 lambda =  -0.3642921 
## Iteration 19 lambda =  -0.3642947 
## Iteration 20 lambda =  -0.364296 
## Iteration 21 lambda =  -0.3642967 
## Iteration 22 lambda =  -0.364297 
## Iteration 23 lambda =  -0.3642972 
## Iteration 24 lambda =  -0.3642972 
## Iteration 1 lambda =  0.324107 
## Iteration 2 lambda =  -0.0138395 
## Iteration 3 lambda =  -0.1828127 
## Iteration 4 lambda =  -0.2672994 
## Iteration 5 lambda =  -0.3095427 
## Iteration 6 lambda =  -0.3306643 
## Iteration 7 lambda =  -0.3412252 
## Iteration 8 lambda =  -0.3465056 
## Iteration 9 lambda =  -0.3491458 
## Iteration 10 lambda =  -0.3504659 
## Iteration 11 lambda =  -0.3511259 
## Iteration 12 lambda =  -0.351456 
## Iteration 13 lambda =  -0.351621 
## Iteration 14 lambda =  -0.3517035 
## Iteration 15 lambda =  -0.3517447 
## Iteration 16 lambda =  -0.3517654 
## Iteration 17 lambda =  -0.3517757 
## Iteration 18 lambda =  -0.3517808 
## Iteration 19 lambda =  -0.3517834 
## Iteration 20 lambda =  -0.3517847 
## Iteration 21 lambda =  -0.3517854 
## Iteration 22 lambda =  -0.3517857 
## Iteration 23 lambda =  -0.3517858 
## Iteration 24 lambda =  -0.3517859 
## Iteration 1 lambda =  0.3018175 
## Iteration 2 lambda =  -0.0472737 
## Iteration 3 lambda =  -0.2218193 
## Iteration 4 lambda =  -0.3090921 
## Iteration 5 lambda =  -0.3527285 
## Iteration 6 lambda =  -0.3745467 
## Iteration 7 lambda =  -0.3854558 
## Iteration 8 lambda =  -0.3909104 
## Iteration 9 lambda =  -0.3936377 
## Iteration 10 lambda =  -0.3950013 
## Iteration 11 lambda =  -0.3956831 
## Iteration 12 lambda =  -0.396024 
## Iteration 13 lambda =  -0.3961945 
## Iteration 14 lambda =  -0.3962797 
## Iteration 15 lambda =  -0.3963223 
## Iteration 16 lambda =  -0.3963436 
## Iteration 17 lambda =  -0.3963543 
## Iteration 18 lambda =  -0.3963596 
## Iteration 19 lambda =  -0.3963623 
## Iteration 20 lambda =  -0.3963636 
## Iteration 21 lambda =  -0.3963643 
## Iteration 22 lambda =  -0.3963646 
## Iteration 23 lambda =  -0.3963648 
## Iteration 24 lambda =  -0.3963649 
## Iteration 1 lambda =  0.3143558 
## Iteration 2 lambda =  -0.02846623 
## Iteration 3 lambda =  -0.1998773 
## Iteration 4 lambda =  -0.2855828 
## Iteration 5 lambda =  -0.3284355 
## Iteration 6 lambda =  -0.3498619 
## Iteration 7 lambda =  -0.3605751 
## Iteration 8 lambda =  -0.3659317 
## Iteration 9 lambda =  -0.36861 
## Iteration 10 lambda =  -0.3699492 
## Iteration 11 lambda =  -0.3706187 
## Iteration 12 lambda =  -0.3709535 
## Iteration 13 lambda =  -0.3711209 
## Iteration 14 lambda =  -0.3712046 
## Iteration 15 lambda =  -0.3712465 
## Iteration 16 lambda =  -0.3712674 
## Iteration 17 lambda =  -0.3712778 
## Iteration 18 lambda =  -0.3712831 
## Iteration 19 lambda =  -0.3712857 
## Iteration 20 lambda =  -0.371287 
## Iteration 21 lambda =  -0.3712877 
## Iteration 22 lambda =  -0.371288 
## Iteration 23 lambda =  -0.3712881 
## Iteration 24 lambda =  -0.3712882 
## Iteration 1 lambda =  0.3551805 
## Iteration 2 lambda =  0.03277075 
## Iteration 3 lambda =  -0.1284341 
## Iteration 4 lambda =  -0.2090366 
## Iteration 5 lambda =  -0.2493378 
## Iteration 6 lambda =  -0.2694884 
## Iteration 7 lambda =  -0.2795637 
## Iteration 8 lambda =  -0.2846014 
## Iteration 9 lambda =  -0.2871202 
## Iteration 10 lambda =  -0.2883796 
## Iteration 11 lambda =  -0.2890093 
## Iteration 12 lambda =  -0.2893242 
## Iteration 13 lambda =  -0.2894816 
## Iteration 14 lambda =  -0.2895603 
## Iteration 15 lambda =  -0.2895996 
## Iteration 16 lambda =  -0.2896193 
## Iteration 17 lambda =  -0.2896292 
## Iteration 18 lambda =  -0.2896341 
## Iteration 19 lambda =  -0.2896365 
## Iteration 20 lambda =  -0.2896378 
## Iteration 21 lambda =  -0.2896384 
## Iteration 22 lambda =  -0.2896387 
## Iteration 23 lambda =  -0.2896389 
## Iteration 24 lambda =  -0.2896389 
## Iteration 1 lambda =  0.334748 
## Iteration 2 lambda =  0.002122065 
## Iteration 3 lambda =  -0.1641909 
## Iteration 4 lambda =  -0.2473474 
## Iteration 5 lambda =  -0.2889257 
## Iteration 6 lambda =  -0.3097148 
## Iteration 7 lambda =  -0.3201094 
## Iteration 8 lambda =  -0.3253066 
## Iteration 9 lambda =  -0.3279053 
## Iteration 10 lambda =  -0.3292046 
## Iteration 11 lambda =  -0.3298543 
## Iteration 12 lambda =  -0.3301791 
## Iteration 13 lambda =  -0.3303415 
## Iteration 14 lambda =  -0.3304227 
## Iteration 15 lambda =  -0.3304633 
## Iteration 16 lambda =  -0.3304836 
## Iteration 17 lambda =  -0.3304938 
## Iteration 18 lambda =  -0.3304988 
## Iteration 19 lambda =  -0.3305014 
## Iteration 20 lambda =  -0.3305026 
## Iteration 21 lambda =  -0.3305033 
## Iteration 22 lambda =  -0.3305036 
## Iteration 23 lambda =  -0.3305038 
## Iteration 24 lambda =  -0.3305038 
## Iteration 1 lambda =  0.5094009 
## Iteration 2 lambda =  0.460341 
## Iteration 3 lambda =  0.455435 
## Iteration 4 lambda =  0.4549444 
## Iteration 5 lambda =  0.4548954 
## Iteration 6 lambda =  0.4548905 
## Iteration 7 lambda =  0.45489 
## Iteration 8 lambda =  0.4548899 
## Iteration 1 lambda =  0.6000956 
## Iteration 2 lambda =  0.5601052 
## Iteration 3 lambda =  0.5561061 
## Iteration 4 lambda =  0.5557062 
## Iteration 5 lambda =  0.5556662 
## Iteration 6 lambda =  0.5556622 
## Iteration 7 lambda =  0.5556618 
## Iteration 8 lambda =  0.5556618 
## Iteration 1 lambda =  0.4250573 
## Iteration 2 lambda =  0.367563 
## Iteration 3 lambda =  0.3618136 
## Iteration 4 lambda =  0.3612386 
## Iteration 5 lambda =  0.3611811 
## Iteration 6 lambda =  0.3611754 
## Iteration 7 lambda =  0.3611748 
## Iteration 8 lambda =  0.3611747 
## Iteration 1 lambda =  0.6513589 
## Iteration 2 lambda =  0.6164948 
## Iteration 3 lambda =  0.6130084 
## Iteration 4 lambda =  0.6126597 
## Iteration 5 lambda =  0.6126248 
## Iteration 6 lambda =  0.6126214 
## Iteration 7 lambda =  0.612621 
## Iteration 8 lambda =  0.612621 
## Iteration 1 lambda =  0.5729085 
## Iteration 2 lambda =  0.5301993 
## Iteration 3 lambda =  0.5259284 
## Iteration 4 lambda =  0.5255013 
## Iteration 5 lambda =  0.5254586 
## Iteration 6 lambda =  0.5254543 
## Iteration 7 lambda =  0.5254539 
## Iteration 8 lambda =  0.5254539 
## Iteration 1 lambda =  0.5139682 
## Iteration 2 lambda =  0.4653651 
## Iteration 3 lambda =  0.4605048 
## Iteration 4 lambda =  0.4600187 
## Iteration 5 lambda =  0.4599701 
## Iteration 6 lambda =  0.4599653 
## Iteration 7 lambda =  0.4599648 
## Iteration 8 lambda =  0.4599647 
## Iteration 1 lambda =  0.531555 
## Iteration 2 lambda =  0.4847105 
## Iteration 3 lambda =  0.4800261 
## Iteration 4 lambda =  0.4795576 
## Iteration 5 lambda =  0.4795108 
## Iteration 6 lambda =  0.4795061 
## Iteration 7 lambda =  0.4795056 
## Iteration 8 lambda =  0.4795056 
## Iteration 1 lambda =  0.4896629 
## Iteration 2 lambda =  0.4386292 
## Iteration 3 lambda =  0.4335258 
## Iteration 4 lambda =  0.4330155 
## Iteration 5 lambda =  0.4329644 
## Iteration 6 lambda =  0.4329593 
## Iteration 7 lambda =  0.4329588 
## Iteration 8 lambda =  0.4329588 
## Iteration 1 lambda =  0.5119493 
## Iteration 2 lambda =  0.4631442 
## Iteration 3 lambda =  0.4582637 
## Iteration 4 lambda =  0.4577756 
## Iteration 5 lambda =  0.4577268 
## Iteration 6 lambda =  0.457722 
## Iteration 7 lambda =  0.4577215 
## Iteration 8 lambda =  0.4577214 
## Iteration 1 lambda =  0.5311325 
## Iteration 2 lambda =  0.4842458 
## Iteration 3 lambda =  0.4795571 
## Iteration 4 lambda =  0.4790882 
## Iteration 5 lambda =  0.4790413 
## Iteration 6 lambda =  0.4790367 
## Iteration 7 lambda =  0.4790362 
## Iteration 8 lambda =  0.4790361 
## Iteration 1 lambda =  0.5415705 
## Iteration 2 lambda =  0.4957276 
## Iteration 3 lambda =  0.4911433 
## Iteration 4 lambda =  0.4906848 
## Iteration 5 lambda =  0.490639 
## Iteration 6 lambda =  0.4906344 
## Iteration 7 lambda =  0.4906339 
## Iteration 8 lambda =  0.4906339 
## Iteration 1 lambda =  0.5888398 
## Iteration 2 lambda =  0.5477237 
## Iteration 3 lambda =  0.5436121 
## Iteration 4 lambda =  0.543201 
## Iteration 5 lambda =  0.5431599 
## Iteration 6 lambda =  0.5431557 
## Iteration 7 lambda =  0.5431553 
## Iteration 8 lambda =  0.5431553 
## Iteration 1 lambda =  0.6231657 
## Iteration 2 lambda =  0.5854822 
## Iteration 3 lambda =  0.5817139 
## Iteration 4 lambda =  0.581337 
## Iteration 5 lambda =  0.5812994 
## Iteration 6 lambda =  0.5812956 
## Iteration 7 lambda =  0.5812952 
## Iteration 8 lambda =  0.5812952 
## Iteration 1 lambda =  0.5933639 
## Iteration 2 lambda =  0.5527002 
## Iteration 3 lambda =  0.5486339 
## Iteration 4 lambda =  0.5482272 
## Iteration 5 lambda =  0.5481866 
## Iteration 6 lambda =  0.5481825 
## Iteration 7 lambda =  0.5481821 
## Iteration 8 lambda =  0.5481821 
## Iteration 1 lambda =  0.6303422 
## Iteration 2 lambda =  0.5933764 
## Iteration 3 lambda =  0.5896798 
## Iteration 4 lambda =  0.5893102 
## Iteration 5 lambda =  0.5892732 
## Iteration 6 lambda =  0.5892695 
## Iteration 7 lambda =  0.5892691 
## Iteration 8 lambda =  0.5892691 
## Iteration 1 lambda =  0.5550224 
## Iteration 2 lambda =  0.5105246 
## Iteration 3 lambda =  0.5060748 
## Iteration 4 lambda =  0.5056298 
## Iteration 5 lambda =  0.5055854 
## Iteration 6 lambda =  0.5055809 
## Iteration 7 lambda =  0.5055805 
## Iteration 8 lambda =  0.5055804 
## Iteration 1 lambda =  0.5337748 
## Iteration 2 lambda =  0.4871523 
## Iteration 3 lambda =  0.48249 
## Iteration 4 lambda =  0.4820238 
## Iteration 5 lambda =  0.4819772 
## Iteration 6 lambda =  0.4819725 
## Iteration 7 lambda =  0.4819721 
## Iteration 8 lambda =  0.481972 
## Iteration 1 lambda =  0.4713258 
## Iteration 2 lambda =  0.4184584 
## Iteration 3 lambda =  0.4131716 
## Iteration 4 lambda =  0.412643 
## Iteration 5 lambda =  0.4125901 
## Iteration 6 lambda =  0.4125848 
## Iteration 7 lambda =  0.4125843 
## Iteration 8 lambda =  0.4125842 
## Iteration 1 lambda =  0.5120772 
## Iteration 2 lambda =  0.4632849 
## Iteration 3 lambda =  0.4584057 
## Iteration 4 lambda =  0.4579178 
## Iteration 5 lambda =  0.457869 
## Iteration 6 lambda =  0.4578641 
## Iteration 7 lambda =  0.4578636 
## Iteration 8 lambda =  0.4578636 
## Iteration 1 lambda =  0.4608432 
## Iteration 2 lambda =  0.4069275 
## Iteration 3 lambda =  0.4015359 
## Iteration 4 lambda =  0.4009967 
## Iteration 5 lambda =  0.4009428 
## Iteration 6 lambda =  0.4009374 
## Iteration 7 lambda =  0.4009369 
## Iteration 8 lambda =  0.4009368 
## Iteration 1 lambda =  0.7494266 
## Iteration 2 lambda =  0.7243692 
## Iteration 3 lambda =  0.7218635 
## Iteration 4 lambda =  0.7216129 
## Iteration 5 lambda =  0.7215879 
## Iteration 6 lambda =  0.7215854 
## Iteration 7 lambda =  0.7215851 
## Iteration 8 lambda =  0.7215851 
## Iteration 1 lambda =  0.5158226 
## Iteration 2 lambda =  0.4674049 
## Iteration 3 lambda =  0.4625631 
## Iteration 4 lambda =  0.4620789 
## Iteration 5 lambda =  0.4620305 
## Iteration 6 lambda =  0.4620257 
## Iteration 7 lambda =  0.4620252 
## Iteration 8 lambda =  0.4620251 
## Iteration 1 lambda =  0.5641876 
## Iteration 2 lambda =  0.5206063 
## Iteration 3 lambda =  0.5162482 
## Iteration 4 lambda =  0.5158124 
## Iteration 5 lambda =  0.5157688 
## Iteration 6 lambda =  0.5157644 
## Iteration 7 lambda =  0.515764 
## Iteration 8 lambda =  0.515764 
## Iteration 1 lambda =  0.5775954 
## Iteration 2 lambda =  0.535355 
## Iteration 3 lambda =  0.5311309 
## Iteration 4 lambda =  0.5307085 
## Iteration 5 lambda =  0.5306663 
## Iteration 6 lambda =  0.530662 
## Iteration 7 lambda =  0.5306616 
## Iteration 8 lambda =  0.5306616 
## Iteration 1 lambda =  0.5740693 
## Iteration 2 lambda =  0.5314762 
## Iteration 3 lambda =  0.5272169 
## Iteration 4 lambda =  0.526791 
## Iteration 5 lambda =  0.5267484 
## Iteration 6 lambda =  0.5267441 
## Iteration 7 lambda =  0.5267437 
## Iteration 8 lambda =  0.5267437 
## Iteration 1 lambda =  0.5488348 
## Iteration 2 lambda =  0.5037183 
## Iteration 3 lambda =  0.4992066 
## Iteration 4 lambda =  0.4987555 
## Iteration 5 lambda =  0.4987104 
## Iteration 6 lambda =  0.4987058 
## Iteration 7 lambda =  0.4987054 
## Iteration 8 lambda =  0.4987054 
## Iteration 1 lambda =  0.5909829 
## Iteration 2 lambda =  0.5500812 
## Iteration 3 lambda =  0.545991 
## Iteration 4 lambda =  0.545582 
## Iteration 5 lambda =  0.5455411 
## Iteration 6 lambda =  0.545537 
## Iteration 7 lambda =  0.5455366 
## Iteration 8 lambda =  0.5455366 
## Iteration 1 lambda =  0.4657282 
## Iteration 2 lambda =  0.412301 
## Iteration 3 lambda =  0.4069583 
## Iteration 4 lambda =  0.406424 
## Iteration 5 lambda =  0.4063706 
## Iteration 6 lambda =  0.4063652 
## Iteration 7 lambda =  0.4063647 
## Iteration 8 lambda =  0.4063647 
## Iteration 1 lambda =  0.4996271 
## Iteration 2 lambda =  0.4495898 
## Iteration 3 lambda =  0.444586 
## Iteration 4 lambda =  0.4440857 
## Iteration 5 lambda =  0.4440356 
## Iteration 6 lambda =  0.4440306 
## Iteration 7 lambda =  0.4440301 
## Iteration 8 lambda =  0.4440301 
## Iteration 1 lambda =  0.621392 
## Iteration 2 lambda =  0.5835312 
## Iteration 3 lambda =  0.5797451 
## Iteration 4 lambda =  0.5793665 
## Iteration 5 lambda =  0.5793287 
## Iteration 6 lambda =  0.5793249 
## Iteration 7 lambda =  0.5793245 
## Iteration 8 lambda =  0.5793245 
## Iteration 1 lambda =  0.5531502 
## Iteration 2 lambda =  0.5084652 
## Iteration 3 lambda =  0.5039967 
## Iteration 4 lambda =  0.5035499 
## Iteration 5 lambda =  0.5035052 
## Iteration 6 lambda =  0.5035007 
## Iteration 7 lambda =  0.5035003 
## Iteration 8 lambda =  0.5035002 
## Iteration 1 lambda =  0.6188514 
## Iteration 2 lambda =  0.5807366 
## Iteration 3 lambda =  0.5769251 
## Iteration 4 lambda =  0.576544 
## Iteration 5 lambda =  0.5765058 
## Iteration 6 lambda =  0.576502 
## Iteration 7 lambda =  0.5765016 
## Iteration 8 lambda =  0.5765016 
## Iteration 1 lambda =  0.5737315 
## Iteration 2 lambda =  0.5311047 
## Iteration 3 lambda =  0.526842 
## Iteration 4 lambda =  0.5264157 
## Iteration 5 lambda =  0.5263731 
## Iteration 6 lambda =  0.5263688 
## Iteration 7 lambda =  0.5263684 
## Iteration 8 lambda =  0.5263684 
## Iteration 1 lambda =  0.5705432 
## Iteration 2 lambda =  0.5275975 
## Iteration 3 lambda =  0.523303 
## Iteration 4 lambda =  0.5228735 
## Iteration 5 lambda =  0.5228306 
## Iteration 6 lambda =  0.5228263 
## Iteration 7 lambda =  0.5228258 
## Iteration 8 lambda =  0.5228258 
## Iteration 1 lambda =  0.4942572 
## Iteration 2 lambda =  0.4436829 
## Iteration 3 lambda =  0.4386255 
## Iteration 4 lambda =  0.4381198 
## Iteration 5 lambda =  0.4380692 
## Iteration 6 lambda =  0.4380641 
## Iteration 7 lambda =  0.4380636 
## Iteration 8 lambda =  0.4380636 
## Iteration 1 lambda =  0.5527233 
## Iteration 2 lambda =  0.5079957 
## Iteration 3 lambda =  0.5035229 
## Iteration 4 lambda =  0.5030756 
## Iteration 5 lambda =  0.5030309 
## Iteration 6 lambda =  0.5030264 
## Iteration 7 lambda =  0.503026 
## Iteration 8 lambda =  0.5030259 
## Iteration 1 lambda =  0.5908596 
## Iteration 2 lambda =  0.5499456 
## Iteration 3 lambda =  0.5458542 
## Iteration 4 lambda =  0.5454451 
## Iteration 5 lambda =  0.5454042 
## Iteration 6 lambda =  0.5454001 
## Iteration 7 lambda =  0.5453997 
## Iteration 8 lambda =  0.5453996 
## Iteration 1 lambda =  0.4967196 
## Iteration 2 lambda =  0.4463915 
## Iteration 3 lambda =  0.4413587 
## Iteration 4 lambda =  0.4408554 
## Iteration 5 lambda =  0.4408051 
## Iteration 6 lambda =  0.4408001 
## Iteration 7 lambda =  0.4407996 
## Iteration 8 lambda =  0.4407995 
## Iteration 1 lambda =  0.6061759 
## Iteration 2 lambda =  0.5667935 
## Iteration 3 lambda =  0.5628553 
## Iteration 4 lambda =  0.5624614 
## Iteration 5 lambda =  0.5624221 
## Iteration 6 lambda =  0.5624181 
## Iteration 7 lambda =  0.5624177 
## Iteration 8 lambda =  0.5624177 
## Iteration 1 lambda =  0.5659204 
## Iteration 2 lambda =  0.5225125 
## Iteration 3 lambda =  0.5181717 
## Iteration 4 lambda =  0.5177376 
## Iteration 5 lambda =  0.5176942 
## Iteration 6 lambda =  0.5176898 
## Iteration 7 lambda =  0.5176894 
## Iteration 8 lambda =  0.5176894 
## Iteration 1 lambda =  0.6087935 
## Iteration 2 lambda =  0.5696728 
## Iteration 3 lambda =  0.5657608 
## Iteration 4 lambda =  0.5653696 
## Iteration 5 lambda =  0.5653304 
## Iteration 6 lambda =  0.5653265 
## Iteration 7 lambda =  0.5653261 
## Iteration 8 lambda =  0.5653261 
## Iteration 1 lambda =  0.6801455 
## Iteration 2 lambda =  0.64816 
## Iteration 3 lambda =  0.6449615 
## Iteration 4 lambda =  0.6446416 
## Iteration 5 lambda =  0.6446096 
## Iteration 6 lambda =  0.6446064 
## Iteration 7 lambda =  0.6446061 
## Iteration 8 lambda =  0.6446061 
## Iteration 1 lambda =  0.5622953 
## Iteration 2 lambda =  0.5185249 
## Iteration 3 lambda =  0.5141478 
## Iteration 4 lambda =  0.5137101 
## Iteration 5 lambda =  0.5136663 
## Iteration 6 lambda =  0.513662 
## Iteration 7 lambda =  0.5136615 
## Iteration 8 lambda =  0.5136615 
## Iteration 1 lambda =  0.5373076 
## Iteration 2 lambda =  0.4910384 
## Iteration 3 lambda =  0.4864114 
## Iteration 4 lambda =  0.4859487 
## Iteration 5 lambda =  0.4859025 
## Iteration 6 lambda =  0.4858978 
## Iteration 7 lambda =  0.4858974 
## Iteration 8 lambda =  0.4858973 
## Iteration 1 lambda =  0.5312501 
## Iteration 2 lambda =  0.4843751 
## Iteration 3 lambda =  0.4796876 
## Iteration 4 lambda =  0.4792188 
## Iteration 5 lambda =  0.4791719 
## Iteration 6 lambda =  0.4791672 
## Iteration 7 lambda =  0.4791668 
## Iteration 8 lambda =  0.4791667 
## Iteration 1 lambda =  0.5878948 
## Iteration 2 lambda =  0.5466843 
## Iteration 3 lambda =  0.5425632 
## Iteration 4 lambda =  0.5421511 
## Iteration 5 lambda =  0.5421099 
## Iteration 6 lambda =  0.5421058 
## Iteration 7 lambda =  0.5421054 
## Iteration 8 lambda =  0.5421053 
## Iteration 1 lambda =  0.552891 
## Iteration 2 lambda =  0.5081801 
## Iteration 3 lambda =  0.503709 
## Iteration 4 lambda =  0.5032619 
## Iteration 5 lambda =  0.5032172 
## Iteration 6 lambda =  0.5032128 
## Iteration 7 lambda =  0.5032123 
## Iteration 8 lambda =  0.5032123 
## Iteration 1 lambda =  0.5049471 
## Iteration 2 lambda =  0.4554418 
## Iteration 3 lambda =  0.4504913 
## Iteration 4 lambda =  0.4499963 
## Iteration 5 lambda =  0.4499468 
## Iteration 6 lambda =  0.4499418 
## Iteration 7 lambda =  0.4499413 
## Iteration 8 lambda =  0.4499413 
## Iteration 1 lambda =  0.5513704 
## Iteration 2 lambda =  0.5065074 
## Iteration 3 lambda =  0.5020211 
## Iteration 4 lambda =  0.5015725 
## Iteration 5 lambda =  0.5015276 
## Iteration 6 lambda =  0.5015231 
## Iteration 7 lambda =  0.5015227 
## Iteration 8 lambda =  0.5015226 
## Iteration 1 lambda =  0.469963 
## Iteration 2 lambda =  0.4169593 
## Iteration 3 lambda =  0.4116589 
## Iteration 4 lambda =  0.4111289 
## Iteration 5 lambda =  0.4110759 
## Iteration 6 lambda =  0.4110706 
## Iteration 7 lambda =  0.41107 
## Iteration 8 lambda =  0.41107 
## Iteration 1 lambda =  0.5310176 
## Iteration 2 lambda =  0.4841194 
## Iteration 3 lambda =  0.4794296 
## Iteration 4 lambda =  0.4789606 
## Iteration 5 lambda =  0.4789137 
## Iteration 6 lambda =  0.478909 
## Iteration 7 lambda =  0.4789086 
## Iteration 8 lambda =  0.4789085 
## Iteration 1 lambda =  0.4833171 
## Iteration 2 lambda =  0.4316488 
## Iteration 3 lambda =  0.426482 
## Iteration 4 lambda =  0.4259653 
## Iteration 5 lambda =  0.4259136 
## Iteration 6 lambda =  0.4259085 
## Iteration 7 lambda =  0.4259079 
## Iteration 8 lambda =  0.4259079 
## Iteration 1 lambda =  0.5598064 
## Iteration 2 lambda =  0.515787 
## Iteration 3 lambda =  0.5113851 
## Iteration 4 lambda =  0.5109449 
## Iteration 5 lambda =  0.5109009 
## Iteration 6 lambda =  0.5108965 
## Iteration 7 lambda =  0.510896 
## Iteration 8 lambda =  0.510896 
## Iteration 1 lambda =  0.5255717 
## Iteration 2 lambda =  0.4781289 
## Iteration 3 lambda =  0.4733846 
## Iteration 4 lambda =  0.4729102 
## Iteration 5 lambda =  0.4728628 
## Iteration 6 lambda =  0.472858 
## Iteration 7 lambda =  0.4728575 
## Iteration 8 lambda =  0.4728575 
## Iteration 1 lambda =  0.6331656 
## Iteration 2 lambda =  0.5964821 
## Iteration 3 lambda =  0.5928138 
## Iteration 4 lambda =  0.5924469 
## Iteration 5 lambda =  0.5924102 
## Iteration 6 lambda =  0.5924066 
## Iteration 7 lambda =  0.5924062 
## Iteration 8 lambda =  0.5924062 
## Iteration 1 lambda =  0.5100849 
## Iteration 2 lambda =  0.4610934 
## Iteration 3 lambda =  0.4561943 
## Iteration 4 lambda =  0.4557043 
## Iteration 5 lambda =  0.4556554 
## Iteration 6 lambda =  0.4556505 
## Iteration 7 lambda =  0.45565 
## Iteration 8 lambda =  0.4556499 
## Iteration 1 lambda =  0.6474698 
## Iteration 2 lambda =  0.6122167 
## Iteration 3 lambda =  0.6086914 
## Iteration 4 lambda =  0.6083389 
## Iteration 5 lambda =  0.6083036 
## Iteration 6 lambda =  0.6083001 
## Iteration 7 lambda =  0.6082998 
## Iteration 8 lambda =  0.6082997 
## Iteration 1 lambda =  0.5854033 
## Iteration 2 lambda =  0.5439436 
## Iteration 3 lambda =  0.5397977 
## Iteration 4 lambda =  0.5393831 
## Iteration 5 lambda =  0.5393416 
## Iteration 6 lambda =  0.5393375 
## Iteration 7 lambda =  0.539337 
## Iteration 8 lambda =  0.539337 
## Iteration 1 lambda =  0.6559743 
## Iteration 2 lambda =  0.6215717 
## Iteration 3 lambda =  0.6181315 
## Iteration 4 lambda =  0.6177874 
## Iteration 5 lambda =  0.617753 
## Iteration 6 lambda =  0.6177496 
## Iteration 7 lambda =  0.6177492 
## Iteration 8 lambda =  0.6177492 
## Iteration 1 lambda =  0.5561149 
## Iteration 2 lambda =  0.5117264 
## Iteration 3 lambda =  0.5072876 
## Iteration 4 lambda =  0.5068437 
## Iteration 5 lambda =  0.5067993 
## Iteration 6 lambda =  0.5067949 
## Iteration 7 lambda =  0.5067944 
## Iteration 8 lambda =  0.5067944 
## Iteration 1 lambda =  0.6521969 
## Iteration 2 lambda =  0.6174166 
## Iteration 3 lambda =  0.6139386 
## Iteration 4 lambda =  0.6135908 
## Iteration 5 lambda =  0.613556 
## Iteration 6 lambda =  0.6135525 
## Iteration 7 lambda =  0.6135522 
## Iteration 8 lambda =  0.6135521 
## Iteration 1 lambda =  0.4986168 
## Iteration 2 lambda =  0.4484785 
## Iteration 3 lambda =  0.4434647 
## Iteration 4 lambda =  0.4429633 
## Iteration 5 lambda =  0.4429131 
## Iteration 6 lambda =  0.4429081 
## Iteration 7 lambda =  0.4429076 
## Iteration 8 lambda =  0.4429076 
## Iteration 1 lambda =  0.5561219 
## Iteration 2 lambda =  0.5117341 
## Iteration 3 lambda =  0.5072953 
## Iteration 4 lambda =  0.5068514 
## Iteration 5 lambda =  0.506807 
## Iteration 6 lambda =  0.5068026 
## Iteration 7 lambda =  0.5068022 
## Iteration 8 lambda =  0.5068021 
## Iteration 1 lambda =  0.5283526 
## Iteration 2 lambda =  0.4811878 
## Iteration 3 lambda =  0.4764714 
## Iteration 4 lambda =  0.4759997 
## Iteration 5 lambda =  0.4759525 
## Iteration 6 lambda =  0.4759478 
## Iteration 7 lambda =  0.4759474 
## Iteration 8 lambda =  0.4759473 
## Iteration 1 lambda =  0.4306991 
## Iteration 2 lambda =  0.373769 
## Iteration 3 lambda =  0.368076 
## Iteration 4 lambda =  0.3675067 
## Iteration 5 lambda =  0.3674498 
## Iteration 6 lambda =  0.3674441 
## Iteration 7 lambda =  0.3674435 
## Iteration 8 lambda =  0.3674435 
## Iteration 1 lambda =  0.5479512 
## Iteration 2 lambda =  0.5027463 
## Iteration 3 lambda =  0.4982258 
## Iteration 4 lambda =  0.4977738 
## Iteration 5 lambda =  0.4977286 
## Iteration 6 lambda =  0.4977241 
## Iteration 7 lambda =  0.4977236 
## Iteration 8 lambda =  0.4977236 
## Iteration 1 lambda =  0.6052687 
## Iteration 2 lambda =  0.5657956 
## Iteration 3 lambda =  0.5618483 
## Iteration 4 lambda =  0.5614535 
## Iteration 5 lambda =  0.5614141 
## Iteration 6 lambda =  0.5614101 
## Iteration 7 lambda =  0.5614097 
## Iteration 8 lambda =  0.5614097 
## Iteration 1 lambda =  0.5069539 
## Iteration 2 lambda =  0.4576493 
## Iteration 3 lambda =  0.4527188 
## Iteration 4 lambda =  0.4522258 
## Iteration 5 lambda =  0.4521765 
## Iteration 6 lambda =  0.4521715 
## Iteration 7 lambda =  0.452171 
## Iteration 8 lambda =  0.452171 
## Iteration 1 lambda =  0.5491771 
## Iteration 2 lambda =  0.5040948 
## Iteration 3 lambda =  0.4995866 
## Iteration 4 lambda =  0.4991358 
## Iteration 5 lambda =  0.4990907 
## Iteration 6 lambda =  0.4990862 
## Iteration 7 lambda =  0.4990857 
## Iteration 8 lambda =  0.4990857 
## Iteration 1 lambda =  0.6578177 
## Iteration 2 lambda =  0.6235995 
## Iteration 3 lambda =  0.6201776 
## Iteration 4 lambda =  0.6198355 
## Iteration 5 lambda =  0.6198012 
## Iteration 6 lambda =  0.6197978 
## Iteration 7 lambda =  0.6197975 
## Iteration 8 lambda =  0.6197974 
## Iteration 1 lambda =  0.4997618 
## Iteration 2 lambda =  0.449738 
## Iteration 3 lambda =  0.4447356 
## Iteration 4 lambda =  0.4442353 
## Iteration 5 lambda =  0.4441853 
## Iteration 6 lambda =  0.4441803 
## Iteration 7 lambda =  0.4441798 
## Iteration 8 lambda =  0.4441798 
## Iteration 1 lambda =  0.4951828 
## Iteration 2 lambda =  0.4447011 
## Iteration 3 lambda =  0.4396529 
## Iteration 4 lambda =  0.4391481 
## Iteration 5 lambda =  0.4390976 
## Iteration 6 lambda =  0.4390926 
## Iteration 7 lambda =  0.4390921 
## Iteration 8 lambda =  0.439092 
## Iteration 1 lambda =  0.5679131 
## Iteration 2 lambda =  0.5247044 
## Iteration 3 lambda =  0.5203835 
## Iteration 4 lambda =  0.5199514 
## Iteration 5 lambda =  0.5199082 
## Iteration 6 lambda =  0.5199039 
## Iteration 7 lambda =  0.5199034 
## Iteration 8 lambda =  0.5199034 
## Iteration 1 lambda =  0.5139591 
## Iteration 2 lambda =  0.4653551 
## Iteration 3 lambda =  0.4604947 
## Iteration 4 lambda =  0.4600086 
## Iteration 5 lambda =  0.45996 
## Iteration 6 lambda =  0.4599551 
## Iteration 7 lambda =  0.4599547 
## Iteration 8 lambda =  0.4599546 
## Iteration 1 lambda =  0.5423604 
## Iteration 2 lambda =  0.4965965 
## Iteration 3 lambda =  0.4920201 
## Iteration 4 lambda =  0.4915625 
## Iteration 5 lambda =  0.4915167 
## Iteration 6 lambda =  0.4915121 
## Iteration 7 lambda =  0.4915117 
## Iteration 8 lambda =  0.4915116 
## Iteration 1 lambda =  0.6308558 
## Iteration 2 lambda =  0.5939413 
## Iteration 3 lambda =  0.5902499 
## Iteration 4 lambda =  0.5898808 
## Iteration 5 lambda =  0.5898438 
## Iteration 6 lambda =  0.5898402 
## Iteration 7 lambda =  0.5898398 
## Iteration 8 lambda =  0.5898397 
## Iteration 1 lambda =  0.6610101 
## Iteration 2 lambda =  0.6271111 
## Iteration 3 lambda =  0.6237212 
## Iteration 4 lambda =  0.6233822 
## Iteration 5 lambda =  0.6233483 
## Iteration 6 lambda =  0.6233449 
## Iteration 7 lambda =  0.6233445 
## Iteration 8 lambda =  0.6233445 
## Iteration 1 lambda =  0.5635236 
## Iteration 2 lambda =  0.5198759 
## Iteration 3 lambda =  0.5155112 
## Iteration 4 lambda =  0.5150747 
## Iteration 5 lambda =  0.5150311 
## Iteration 6 lambda =  0.5150267 
## Iteration 7 lambda =  0.5150263 
## Iteration 8 lambda =  0.5150262 
## Iteration 1 lambda =  0.4846921 
## Iteration 2 lambda =  0.4331613 
## Iteration 3 lambda =  0.4280083 
## Iteration 4 lambda =  0.427493 
## Iteration 5 lambda =  0.4274414 
## Iteration 6 lambda =  0.4274363 
## Iteration 7 lambda =  0.4274358 
## Iteration 8 lambda =  0.4274357 
## Iteration 1 lambda =  0.50919 
## Iteration 2 lambda =  0.460109 
## Iteration 3 lambda =  0.4552009 
## Iteration 4 lambda =  0.45471 
## Iteration 5 lambda =  0.454661 
## Iteration 6 lambda =  0.4546561 
## Iteration 7 lambda =  0.4546556 
## Iteration 8 lambda =  0.4546555 
## Iteration 1 lambda =  0.5236964 
## Iteration 2 lambda =  0.4760661 
## Iteration 3 lambda =  0.471303 
## Iteration 4 lambda =  0.4708267 
## Iteration 5 lambda =  0.4707791 
## Iteration 6 lambda =  0.4707743 
## Iteration 7 lambda =  0.4707738 
## Iteration 8 lambda =  0.4707738 
## Iteration 1 lambda =  0.4909565 
## Iteration 2 lambda =  0.4400521 
## Iteration 3 lambda =  0.4349617 
## Iteration 4 lambda =  0.4344526 
## Iteration 5 lambda =  0.4344017 
## Iteration 6 lambda =  0.4343966 
## Iteration 7 lambda =  0.4343961 
## Iteration 8 lambda =  0.4343961 
## Iteration 1 lambda =  0.5689111 
## Iteration 2 lambda =  0.5258022 
## Iteration 3 lambda =  0.5214913 
## Iteration 4 lambda =  0.5210602 
## Iteration 5 lambda =  0.5210171 
## Iteration 6 lambda =  0.5210128 
## Iteration 7 lambda =  0.5210124 
## Iteration 8 lambda =  0.5210123 
## Iteration 1 lambda =  0.445807 
## Iteration 2 lambda =  0.3903877 
## Iteration 3 lambda =  0.3848457 
## Iteration 4 lambda =  0.3842916 
## Iteration 5 lambda =  0.3842361 
## Iteration 6 lambda =  0.3842306 
## Iteration 7 lambda =  0.38423 
## Iteration 8 lambda =  0.38423 
## Iteration 1 lambda =  0.5166622 
## Iteration 2 lambda =  0.4683284 
## Iteration 3 lambda =  0.463495 
## Iteration 4 lambda =  0.4630117 
## Iteration 5 lambda =  0.4629634 
## Iteration 6 lambda =  0.4629585 
## Iteration 7 lambda =  0.4629581 
## Iteration 8 lambda =  0.462958 
## Iteration 1 lambda =  0.6605683 
## Iteration 2 lambda =  0.6266251 
## Iteration 3 lambda =  0.6232308 
## Iteration 4 lambda =  0.6228913 
## Iteration 5 lambda =  0.6228574 
## Iteration 6 lambda =  0.622854 
## Iteration 7 lambda =  0.6228537 
## Iteration 8 lambda =  0.6228536 
## Iteration 1 lambda =  0.516901 
## Iteration 2 lambda =  0.4685911 
## Iteration 3 lambda =  0.4637601 
## Iteration 4 lambda =  0.463277 
## Iteration 5 lambda =  0.4632287 
## Iteration 6 lambda =  0.4632239 
## Iteration 7 lambda =  0.4632234 
## Iteration 8 lambda =  0.4632234 
## Iteration 1 lambda =  0.6131146 
## Iteration 2 lambda =  0.5744261 
## Iteration 3 lambda =  0.5705572 
## Iteration 4 lambda =  0.5701703 
## Iteration 5 lambda =  0.5701317 
## Iteration 6 lambda =  0.5701278 
## Iteration 7 lambda =  0.5701274 
## Iteration 8 lambda =  0.5701274 
## Iteration 1 lambda =  0.5262187 
## Iteration 2 lambda =  0.4788405 
## Iteration 3 lambda =  0.4741027 
## Iteration 4 lambda =  0.4736289 
## Iteration 5 lambda =  0.4735816 
## Iteration 6 lambda =  0.4735768 
## Iteration 7 lambda =  0.4735764 
## Iteration 8 lambda =  0.4735763 
## Iteration 1 lambda =  0.5687063 
## Iteration 2 lambda =  0.5255769 
## Iteration 3 lambda =  0.521264 
## Iteration 4 lambda =  0.5208327 
## Iteration 5 lambda =  0.5207896 
## Iteration 6 lambda =  0.5207853 
## Iteration 7 lambda =  0.5207848 
## Iteration 8 lambda =  0.5207848 
## Iteration 1 lambda =  0.5232979 
## Iteration 2 lambda =  0.4756276 
## Iteration 3 lambda =  0.4708606 
## Iteration 4 lambda =  0.4703839 
## Iteration 5 lambda =  0.4703362 
## Iteration 6 lambda =  0.4703315 
## Iteration 7 lambda =  0.470331 
## Iteration 8 lambda =  0.470331 
## Iteration 1 lambda =  0.4944667 
## Iteration 2 lambda =  0.4439133 
## Iteration 3 lambda =  0.438858 
## Iteration 4 lambda =  0.4383525 
## Iteration 5 lambda =  0.4383019 
## Iteration 6 lambda =  0.4382969 
## Iteration 7 lambda =  0.4382963 
## Iteration 8 lambda =  0.4382963 
## Iteration 1 lambda =  0.509416 
## Iteration 2 lambda =  0.4603575 
## Iteration 3 lambda =  0.4554517 
## Iteration 4 lambda =  0.4549611 
## Iteration 5 lambda =  0.4549121 
## Iteration 6 lambda =  0.4549072 
## Iteration 7 lambda =  0.4549067 
## Iteration 8 lambda =  0.4549066 
## Iteration 1 lambda =  0.535383 
## Iteration 2 lambda =  0.4889213 
## Iteration 3 lambda =  0.4842751 
## Iteration 4 lambda =  0.4838105 
## Iteration 5 lambda =  0.483764 
## Iteration 6 lambda =  0.4837594 
## Iteration 7 lambda =  0.4837589 
## Iteration 8 lambda =  0.4837589 
## Iteration 1 lambda =  0.6039545 
## Iteration 2 lambda =  0.5643499 
## Iteration 3 lambda =  0.5603895 
## Iteration 4 lambda =  0.5599934 
## Iteration 5 lambda =  0.5599538 
## Iteration 6 lambda =  0.5599499 
## Iteration 7 lambda =  0.5599495 
## Iteration 8 lambda =  0.5599494 
## Iteration 1 lambda =  0.5584317 
## Iteration 2 lambda =  0.5142748 
## Iteration 3 lambda =  0.5098591 
## Iteration 4 lambda =  0.5094176 
## Iteration 5 lambda =  0.5093734 
## Iteration 6 lambda =  0.509369 
## Iteration 7 lambda =  0.5093686 
## Iteration 8 lambda =  0.5093685 
## Iteration 1 lambda =  0.5651581 
## Iteration 2 lambda =  0.5216739 
## Iteration 3 lambda =  0.5173255 
## Iteration 4 lambda =  0.5168907 
## Iteration 5 lambda =  0.5168472 
## Iteration 6 lambda =  0.5168428 
## Iteration 7 lambda =  0.5168424 
## Iteration 8 lambda =  0.5168424 
## Iteration 1 lambda =  0.5929323 
## Iteration 2 lambda =  0.5522255 
## Iteration 3 lambda =  0.5481548 
## Iteration 4 lambda =  0.5477477 
## Iteration 5 lambda =  0.547707 
## Iteration 6 lambda =  0.547703 
## Iteration 7 lambda =  0.5477025 
## Iteration 8 lambda =  0.5477025 
## Iteration 1 lambda =  0.551374 
## Iteration 2 lambda =  0.5065115 
## Iteration 3 lambda =  0.5020252 
## Iteration 4 lambda =  0.5015766 
## Iteration 5 lambda =  0.5015317 
## Iteration 6 lambda =  0.5015272 
## Iteration 7 lambda =  0.5015268 
## Iteration 8 lambda =  0.5015267 
## Iteration 1 lambda =  0.5138096 
## Iteration 2 lambda =  0.4651905 
## Iteration 3 lambda =  0.4603286 
## Iteration 4 lambda =  0.4598425 
## Iteration 5 lambda =  0.4597938 
## Iteration 6 lambda =  0.459789 
## Iteration 7 lambda =  0.4597885 
## Iteration 8 lambda =  0.4597884 
## Iteration 1 lambda =  0.5008539 
## Iteration 2 lambda =  0.4509393 
## Iteration 3 lambda =  0.4459478 
## Iteration 4 lambda =  0.4454487 
## Iteration 5 lambda =  0.4453988 
## Iteration 6 lambda =  0.4453938 
## Iteration 7 lambda =  0.4453933 
## Iteration 8 lambda =  0.4453932 
## Iteration 1 lambda =  0.5289433 
## Iteration 2 lambda =  0.4818376 
## Iteration 3 lambda =  0.4771271 
## Iteration 4 lambda =  0.476656 
## Iteration 5 lambda =  0.4766089 
## Iteration 6 lambda =  0.4766042 
## Iteration 7 lambda =  0.4766037 
## Iteration 8 lambda =  0.4766037 
## Iteration 1 lambda =  0.5843141 
## Iteration 2 lambda =  0.5427455 
## Iteration 3 lambda =  0.5385887 
## Iteration 4 lambda =  0.538173 
## Iteration 5 lambda =  0.5381314 
## Iteration 6 lambda =  0.5381273 
## Iteration 7 lambda =  0.5381268 
## Iteration 8 lambda =  0.5381268 
## Iteration 1 lambda =  0.5524422 
## Iteration 2 lambda =  0.5076864 
## Iteration 3 lambda =  0.5032108 
## Iteration 4 lambda =  0.5027633 
## Iteration 5 lambda =  0.5027185 
## Iteration 6 lambda =  0.502714 
## Iteration 7 lambda =  0.5027136 
## Iteration 8 lambda =  0.5027136 
## Iteration 1 lambda =  0.6236814 
## Iteration 2 lambda =  0.5860496 
## Iteration 3 lambda =  0.5822864 
## Iteration 4 lambda =  0.5819101 
## Iteration 5 lambda =  0.5818724 
## Iteration 6 lambda =  0.5818687 
## Iteration 7 lambda =  0.5818683 
## Iteration 8 lambda =  0.5818682 
## Iteration 1 lambda =  0.4472071 
## Iteration 2 lambda =  0.3919278 
## Iteration 3 lambda =  0.3863999 
## Iteration 4 lambda =  0.3858471 
## Iteration 5 lambda =  0.3857918 
## Iteration 6 lambda =  0.3857863 
## Iteration 7 lambda =  0.3857858 
## Iteration 8 lambda =  0.3857857 
## Iteration 1 lambda =  0.6641985 
## Iteration 2 lambda =  0.6306184 
## Iteration 3 lambda =  0.6272603 
## Iteration 4 lambda =  0.6269245 
## Iteration 5 lambda =  0.626891 
## Iteration 6 lambda =  0.6268876 
## Iteration 7 lambda =  0.6268873 
## Iteration 8 lambda =  0.6268872 
## Iteration 1 lambda =  0.5751927 
## Iteration 2 lambda =  0.532712 
## Iteration 3 lambda =  0.5284639 
## Iteration 4 lambda =  0.5280391 
## Iteration 5 lambda =  0.5279966 
## Iteration 6 lambda =  0.5279923 
## Iteration 7 lambda =  0.5279919 
## Iteration 8 lambda =  0.5279919 
## Iteration 1 lambda =  0.5830714 
## Iteration 2 lambda =  0.5413786 
## Iteration 3 lambda =  0.5372093 
## Iteration 4 lambda =  0.5367924 
## Iteration 5 lambda =  0.5367507 
## Iteration 6 lambda =  0.5367465 
## Iteration 7 lambda =  0.5367461 
## Iteration 8 lambda =  0.536746 
## Iteration 1 lambda =  0.5240201 
## Iteration 2 lambda =  0.4764222 
## Iteration 3 lambda =  0.4716624 
## Iteration 4 lambda =  0.4711864 
## Iteration 5 lambda =  0.4711388 
## Iteration 6 lambda =  0.471134 
## Iteration 7 lambda =  0.4711335 
## Iteration 8 lambda =  0.4711335 
## Iteration 1 lambda =  0.6358661 
## Iteration 2 lambda =  0.5994527 
## Iteration 3 lambda =  0.5958114 
## Iteration 4 lambda =  0.5954472 
## Iteration 5 lambda =  0.5954108 
## Iteration 6 lambda =  0.5954072 
## Iteration 7 lambda =  0.5954068 
## Iteration 8 lambda =  0.5954068 
## Iteration 1 lambda =  0.5627621 
## Iteration 2 lambda =  0.5190383 
## Iteration 3 lambda =  0.5146659 
## Iteration 4 lambda =  0.5142287 
## Iteration 5 lambda =  0.514185 
## Iteration 6 lambda =  0.5141806 
## Iteration 7 lambda =  0.5141801 
## Iteration 8 lambda =  0.5141801 
## Iteration 1 lambda =  0.4939296 
## Iteration 2 lambda =  0.4433226 
## Iteration 3 lambda =  0.4382619 
## Iteration 4 lambda =  0.4377558 
## Iteration 5 lambda =  0.4377052 
## Iteration 6 lambda =  0.4377001 
## Iteration 7 lambda =  0.4376996 
## Iteration 8 lambda =  0.4376996 
## Iteration 1 lambda =  0.5994554 
## Iteration 2 lambda =  0.5594009 
## Iteration 3 lambda =  0.5553955 
## Iteration 4 lambda =  0.5549949 
## Iteration 5 lambda =  0.5549549 
## Iteration 6 lambda =  0.5549509 
## Iteration 7 lambda =  0.5549505 
## Iteration 8 lambda =  0.5549504 
## Iteration 1 lambda =  0.4888956 
## Iteration 2 lambda =  0.4377852 
## Iteration 3 lambda =  0.4326741 
## Iteration 4 lambda =  0.432163 
## Iteration 5 lambda =  0.4321119 
## Iteration 6 lambda =  0.4321068 
## Iteration 7 lambda =  0.4321063 
## Iteration 8 lambda =  0.4321062 
## Iteration 1 lambda =  0.5697384 
## Iteration 2 lambda =  0.5267123 
## Iteration 3 lambda =  0.5224096 
## Iteration 4 lambda =  0.5219794 
## Iteration 5 lambda =  0.5219364 
## Iteration 6 lambda =  0.5219321 
## Iteration 7 lambda =  0.5219316 
## Iteration 8 lambda =  0.5219316 
## Iteration 1 lambda =  0.5747973 
## Iteration 2 lambda =  0.532277 
## Iteration 3 lambda =  0.528025 
## Iteration 4 lambda =  0.5275998 
## Iteration 5 lambda =  0.5275572 
## Iteration 6 lambda =  0.527553 
## Iteration 7 lambda =  0.5275526 
## Iteration 8 lambda =  0.5275525 
## Iteration 1 lambda =  0.4940389 
## Iteration 2 lambda =  0.4434428 
## Iteration 3 lambda =  0.4383832 
## Iteration 4 lambda =  0.4378772 
## Iteration 5 lambda =  0.4378266 
## Iteration 6 lambda =  0.4378215 
## Iteration 7 lambda =  0.437821 
## Iteration 8 lambda =  0.437821 
## Iteration 1 lambda =  0.5553101 
## Iteration 2 lambda =  0.5108411 
## Iteration 3 lambda =  0.5063942 
## Iteration 4 lambda =  0.5059495 
## Iteration 5 lambda =  0.5059051 
## Iteration 6 lambda =  0.5059006 
## Iteration 7 lambda =  0.5059002 
## Iteration 8 lambda =  0.5059001 
## Iteration 1 lambda =  0.5452181 
## Iteration 2 lambda =  0.4997399 
## Iteration 3 lambda =  0.4951921 
## Iteration 4 lambda =  0.4947373 
## Iteration 5 lambda =  0.4946918 
## Iteration 6 lambda =  0.4946873 
## Iteration 7 lambda =  0.4946868 
## Iteration 8 lambda =  0.4946868 
## Iteration 1 lambda =  0.5797786 
## Iteration 2 lambda =  0.5377565 
## Iteration 3 lambda =  0.5335543 
## Iteration 4 lambda =  0.5331341 
## Iteration 5 lambda =  0.533092 
## Iteration 6 lambda =  0.5330878 
## Iteration 7 lambda =  0.5330874 
## Iteration 8 lambda =  0.5330874 
## Iteration 1 lambda =  0.5107794 
## Iteration 2 lambda =  0.4618574 
## Iteration 3 lambda =  0.4569652 
## Iteration 4 lambda =  0.4564759 
## Iteration 5 lambda =  0.456427 
## Iteration 6 lambda =  0.4564221 
## Iteration 7 lambda =  0.4564216 
## Iteration 8 lambda =  0.4564216 
## Iteration 1 lambda =  0.5612702 
## Iteration 2 lambda =  0.5173973 
## Iteration 3 lambda =  0.51301 
## Iteration 4 lambda =  0.5125712 
## Iteration 5 lambda =  0.5125274 
## Iteration 6 lambda =  0.512523 
## Iteration 7 lambda =  0.5125225 
## Iteration 8 lambda =  0.5125225 
## Iteration 1 lambda =  0.6254673 
## Iteration 2 lambda =  0.5880141 
## Iteration 3 lambda =  0.5842688 
## Iteration 4 lambda =  0.5838942 
## Iteration 5 lambda =  0.5838568 
## Iteration 6 lambda =  0.583853 
## Iteration 7 lambda =  0.5838527 
## Iteration 8 lambda =  0.5838526 
## Iteration 1 lambda =  0.5750122 
## Iteration 2 lambda =  0.5325135 
## Iteration 3 lambda =  0.5282636 
## Iteration 4 lambda =  0.5278386 
## Iteration 5 lambda =  0.5277961 
## Iteration 6 lambda =  0.5277919 
## Iteration 7 lambda =  0.5277914 
## Iteration 8 lambda =  0.5277914 
## Iteration 1 lambda =  0.5522106 
## Iteration 2 lambda =  0.5074316 
## Iteration 3 lambda =  0.5029537 
## Iteration 4 lambda =  0.5025059 
## Iteration 5 lambda =  0.5024612 
## Iteration 6 lambda =  0.5024567 
## Iteration 7 lambda =  0.5024562 
## Iteration 8 lambda =  0.5024562 
## Iteration 1 lambda =  0.5904538 
## Iteration 2 lambda =  0.5494991 
## Iteration 3 lambda =  0.5454037 
## Iteration 4 lambda =  0.5449941 
## Iteration 5 lambda =  0.5449532 
## Iteration 6 lambda =  0.5449491 
## Iteration 7 lambda =  0.5449487 
## Iteration 8 lambda =  0.5449486 
## Iteration 1 lambda =  0.5393573 
## Iteration 2 lambda =  0.493293 
## Iteration 3 lambda =  0.4886866 
## Iteration 4 lambda =  0.4882259 
## Iteration 5 lambda =  0.4881799 
## Iteration 6 lambda =  0.4881753 
## Iteration 7 lambda =  0.4881748 
## Iteration 8 lambda =  0.4881748 
## Iteration 1 lambda =  0.5257908 
## Iteration 2 lambda =  0.4783699 
## Iteration 3 lambda =  0.4736278 
## Iteration 4 lambda =  0.4731536 
## Iteration 5 lambda =  0.4731062 
## Iteration 6 lambda =  0.4731014 
## Iteration 7 lambda =  0.4731009 
## Iteration 8 lambda =  0.4731009 
## Iteration 1 lambda =  0.6631238 
## Iteration 2 lambda =  0.6294362 
## Iteration 3 lambda =  0.6260674 
## Iteration 4 lambda =  0.6257305 
## Iteration 5 lambda =  0.6256968 
## Iteration 6 lambda =  0.6256935 
## Iteration 7 lambda =  0.6256931 
## Iteration 8 lambda =  0.6256931 
## Iteration 1 lambda =  0.6417766 
## Iteration 2 lambda =  0.6059543 
## Iteration 3 lambda =  0.6023721 
## Iteration 4 lambda =  0.6020138 
## Iteration 5 lambda =  0.601978 
## Iteration 6 lambda =  0.6019744 
## Iteration 7 lambda =  0.6019741 
## Iteration 8 lambda =  0.601974 
## Iteration 1 lambda =  0.5757027 
## Iteration 2 lambda =  0.5332729 
## Iteration 3 lambda =  0.5290299 
## Iteration 4 lambda =  0.5286056 
## Iteration 5 lambda =  0.5285632 
## Iteration 6 lambda =  0.528559 
## Iteration 7 lambda =  0.5285586 
## Iteration 8 lambda =  0.5285585 
## Iteration 1 lambda =  0.555122 
## Iteration 2 lambda =  0.5106342 
## Iteration 3 lambda =  0.5061854 
## Iteration 4 lambda =  0.5057405 
## Iteration 5 lambda =  0.505696 
## Iteration 6 lambda =  0.5056916 
## Iteration 7 lambda =  0.5056911 
## Iteration 8 lambda =  0.5056911 
## Iteration 1 lambda =  0.5460149 
## Iteration 2 lambda =  0.5006163 
## Iteration 3 lambda =  0.4960765 
## Iteration 4 lambda =  0.4956225 
## Iteration 5 lambda =  0.4955771 
## Iteration 6 lambda =  0.4955726 
## Iteration 7 lambda =  0.4955721 
## Iteration 8 lambda =  0.4955721 
## Iteration 1 lambda =  0.4394179 
## Iteration 2 lambda =  0.3833596 
## Iteration 3 lambda =  0.3777538 
## Iteration 4 lambda =  0.3771932 
## Iteration 5 lambda =  0.3771372 
## Iteration 6 lambda =  0.3771316 
## Iteration 7 lambda =  0.377131 
## Iteration 8 lambda =  0.377131 
## Iteration 1 lambda =  0.4855276 
## Iteration 2 lambda =  0.4340803 
## Iteration 3 lambda =  0.4289356 
## Iteration 4 lambda =  0.4284211 
## Iteration 5 lambda =  0.4283697 
## Iteration 6 lambda =  0.4283646 
## Iteration 7 lambda =  0.428364 
## Iteration 8 lambda =  0.428364 
## Iteration 1 lambda =  0.6531664 
## Iteration 2 lambda =  0.618483 
## Iteration 3 lambda =  0.6150147 
## Iteration 4 lambda =  0.6146679 
## Iteration 5 lambda =  0.6146332 
## Iteration 6 lambda =  0.6146297 
## Iteration 7 lambda =  0.6146294 
## Iteration 8 lambda =  0.6146293 
## Iteration 1 lambda =  0.6959518 
## Iteration 2 lambda =  0.665547 
## Iteration 3 lambda =  0.6625065 
## Iteration 4 lambda =  0.6622025 
## Iteration 5 lambda =  0.6621721 
## Iteration 6 lambda =  0.6621691 
## Iteration 7 lambda =  0.6621687 
## Iteration 8 lambda =  0.6621687 
## Iteration 1 lambda =  0.6112338 
## Iteration 2 lambda =  0.5723572 
## Iteration 3 lambda =  0.5684695 
## Iteration 4 lambda =  0.5680807 
## Iteration 5 lambda =  0.5680418 
## Iteration 6 lambda =  0.568038 
## Iteration 7 lambda =  0.5680376 
## Iteration 8 lambda =  0.5680375 
## Iteration 1 lambda =  0.4813938 
## Iteration 2 lambda =  0.4295331 
## Iteration 3 lambda =  0.4243471 
## Iteration 4 lambda =  0.4238285 
## Iteration 5 lambda =  0.4237766 
## Iteration 6 lambda =  0.4237714 
## Iteration 7 lambda =  0.4237709 
## Iteration 8 lambda =  0.4237708 
## Iteration 1 lambda =  0.6291477 
## Iteration 2 lambda =  0.5920624 
## Iteration 3 lambda =  0.5883539 
## Iteration 4 lambda =  0.5879831 
## Iteration 5 lambda =  0.587946 
## Iteration 6 lambda =  0.5879423 
## Iteration 7 lambda =  0.5879419 
## Iteration 8 lambda =  0.5879418 
## Iteration 1 lambda =  0.4324715 
## Iteration 2 lambda =  0.3757187 
## Iteration 3 lambda =  0.3700434 
## Iteration 4 lambda =  0.3694759 
## Iteration 5 lambda =  0.3694191 
## Iteration 6 lambda =  0.3694134 
## Iteration 7 lambda =  0.3694129 
## Iteration 8 lambda =  0.3694128 
## Iteration 1 lambda =  0.6168459 
## Iteration 2 lambda =  0.5785305 
## Iteration 3 lambda =  0.574699 
## Iteration 4 lambda =  0.5743158 
## Iteration 5 lambda =  0.5742775 
## Iteration 6 lambda =  0.5742737 
## Iteration 7 lambda =  0.5742733 
## Iteration 8 lambda =  0.5742733 
## Iteration 1 lambda =  0.6444857 
## Iteration 2 lambda =  0.6089343 
## Iteration 3 lambda =  0.6053792 
## Iteration 4 lambda =  0.6050237 
## Iteration 5 lambda =  0.6049881 
## Iteration 6 lambda =  0.6049846 
## Iteration 7 lambda =  0.6049842 
## Iteration 8 lambda =  0.6049842 
## Iteration 1 lambda =  0.5386948 
## Iteration 2 lambda =  0.4925643 
## Iteration 3 lambda =  0.4879512 
## Iteration 4 lambda =  0.4874899 
## Iteration 5 lambda =  0.4874438 
## Iteration 6 lambda =  0.4874392 
## Iteration 7 lambda =  0.4874387 
## Iteration 8 lambda =  0.4874387 
## Iteration 1 lambda =  0.4993594 
## Iteration 2 lambda =  0.4492953 
## Iteration 3 lambda =  0.4442889 
## Iteration 4 lambda =  0.4437882 
## Iteration 5 lambda =  0.4437382 
## Iteration 6 lambda =  0.4437332 
## Iteration 7 lambda =  0.4437327 
## Iteration 8 lambda =  0.4437326 
## Iteration 1 lambda =  0.535618 
## Iteration 2 lambda =  0.4891798 
## Iteration 3 lambda =  0.484536 
## Iteration 4 lambda =  0.4840716 
## Iteration 5 lambda =  0.4840252 
## Iteration 6 lambda =  0.4840205 
## Iteration 7 lambda =  0.4840201 
## Iteration 8 lambda =  0.48402 
## Iteration 1 lambda =  0.6034466 
## Iteration 2 lambda =  0.5637913 
## Iteration 3 lambda =  0.5598257 
## Iteration 4 lambda =  0.5594292 
## Iteration 5 lambda =  0.5593895 
## Iteration 6 lambda =  0.5593856 
## Iteration 7 lambda =  0.5593852 
## Iteration 8 lambda =  0.5593851 
## Iteration 1 lambda =  0.5242821 
## Iteration 2 lambda =  0.4767103 
## Iteration 3 lambda =  0.4719532 
## Iteration 4 lambda =  0.4714774 
## Iteration 5 lambda =  0.4714299 
## Iteration 6 lambda =  0.4714251 
## Iteration 7 lambda =  0.4714246 
## Iteration 8 lambda =  0.4714246 
## Iteration 1 lambda =  0.5157974 
## Iteration 2 lambda =  0.4673771 
## Iteration 3 lambda =  0.4625351 
## Iteration 4 lambda =  0.4620509 
## Iteration 5 lambda =  0.4620025 
## Iteration 6 lambda =  0.4619976 
## Iteration 7 lambda =  0.4619972 
## Iteration 8 lambda =  0.4619971 
## Iteration 1 lambda =  0.4348287 
## Iteration 2 lambda =  0.3783116 
## Iteration 3 lambda =  0.3726599 
## Iteration 4 lambda =  0.3720947 
## Iteration 5 lambda =  0.3720382 
## Iteration 6 lambda =  0.3720325 
## Iteration 7 lambda =  0.372032 
## Iteration 8 lambda =  0.3720319 
## Iteration 1 lambda =  0.5212332 
## Iteration 2 lambda =  0.4733565 
## Iteration 3 lambda =  0.4685689 
## Iteration 4 lambda =  0.4680901 
## Iteration 5 lambda =  0.4680422 
## Iteration 6 lambda =  0.4680374 
## Iteration 7 lambda =  0.468037 
## Iteration 8 lambda =  0.4680369 
## Iteration 1 lambda =  0.4637685 
## Iteration 2 lambda =  0.4101453 
## Iteration 3 lambda =  0.404783 
## Iteration 4 lambda =  0.4042468 
## Iteration 5 lambda =  0.4041931 
## Iteration 6 lambda =  0.4041878 
## Iteration 7 lambda =  0.4041872 
## Iteration 8 lambda =  0.4041872 
## Iteration 1 lambda =  0.7383128 
## Iteration 2 lambda =  0.712144 
## Iteration 3 lambda =  0.7095272 
## Iteration 4 lambda =  0.7092655 
## Iteration 5 lambda =  0.7092393 
## Iteration 6 lambda =  0.7092367 
## Iteration 7 lambda =  0.7092364 
## Iteration 8 lambda =  0.7092364 
## Iteration 1 lambda =  0.5990291 
## Iteration 2 lambda =  0.5589321 
## Iteration 3 lambda =  0.5549223 
## Iteration 4 lambda =  0.5545214 
## Iteration 5 lambda =  0.5544813 
## Iteration 6 lambda =  0.5544773 
## Iteration 7 lambda =  0.5544769 
## Iteration 8 lambda =  0.5544768 
## Iteration 1 lambda =  0.5190055 
## Iteration 2 lambda =  0.4709061 
## Iteration 3 lambda =  0.4660961 
## Iteration 4 lambda =  0.4656151 
## Iteration 5 lambda =  0.465567 
## Iteration 6 lambda =  0.4655622 
## Iteration 7 lambda =  0.4655617 
## Iteration 8 lambda =  0.4655617 
## Iteration 1 lambda =  0.5577813 
## Iteration 2 lambda =  0.5135595 
## Iteration 3 lambda =  0.5091373 
## Iteration 4 lambda =  0.5086951 
## Iteration 5 lambda =  0.5086508 
## Iteration 6 lambda =  0.5086464 
## Iteration 7 lambda =  0.508646 
## Iteration 8 lambda =  0.5086459 
## Iteration 1 lambda =  0.5458958 
## Iteration 2 lambda =  0.5004853 
## Iteration 3 lambda =  0.4959443 
## Iteration 4 lambda =  0.4954902 
## Iteration 5 lambda =  0.4954448 
## Iteration 6 lambda =  0.4954402 
## Iteration 7 lambda =  0.4954398 
## Iteration 8 lambda =  0.4954397 
## Iteration 1 lambda =  0.589406 
## Iteration 2 lambda =  0.5483466 
## Iteration 3 lambda =  0.5442407 
## Iteration 4 lambda =  0.5438301 
## Iteration 5 lambda =  0.543789 
## Iteration 6 lambda =  0.5437849 
## Iteration 7 lambda =  0.5437845 
## Iteration 8 lambda =  0.5437845 
## Iteration 1 lambda =  0.5429338 
## Iteration 2 lambda =  0.4972272 
## Iteration 3 lambda =  0.4926566 
## Iteration 4 lambda =  0.4921995 
## Iteration 5 lambda =  0.4921538 
## Iteration 6 lambda =  0.4921492 
## Iteration 7 lambda =  0.4921488 
## Iteration 8 lambda =  0.4921487 
## Iteration 1 lambda =  0.5529012 
## Iteration 2 lambda =  0.5081913 
## Iteration 3 lambda =  0.5037203 
## Iteration 4 lambda =  0.5032732 
## Iteration 5 lambda =  0.5032285 
## Iteration 6 lambda =  0.503224 
## Iteration 7 lambda =  0.5032236 
## Iteration 8 lambda =  0.5032235 
## Iteration 1 lambda =  0.5279442 
## Iteration 2 lambda =  0.4807386 
## Iteration 3 lambda =  0.4760181 
## Iteration 4 lambda =  0.475546 
## Iteration 5 lambda =  0.4754988 
## Iteration 6 lambda =  0.4754941 
## Iteration 7 lambda =  0.4754936 
## Iteration 8 lambda =  0.4754936 
## Iteration 1 lambda =  0.5244051 
## Iteration 2 lambda =  0.4768456 
## Iteration 3 lambda =  0.4720896 
## Iteration 4 lambda =  0.471614 
## Iteration 5 lambda =  0.4715665 
## Iteration 6 lambda =  0.4715617 
## Iteration 7 lambda =  0.4715612 
## Iteration 8 lambda =  0.4715612 
## Iteration 1 lambda =  0.5745056 
## Iteration 2 lambda =  0.5319561 
## Iteration 3 lambda =  0.5277012 
## Iteration 4 lambda =  0.5272757 
## Iteration 5 lambda =  0.5272331 
## Iteration 6 lambda =  0.5272289 
## Iteration 7 lambda =  0.5272285 
## Iteration 8 lambda =  0.5272284 
## Iteration 1 lambda =  0.5215261 
## Iteration 2 lambda =  0.4736787 
## Iteration 3 lambda =  0.4688939 
## Iteration 4 lambda =  0.4684155 
## Iteration 5 lambda =  0.4683676 
## Iteration 6 lambda =  0.4683628 
## Iteration 7 lambda =  0.4683624 
## Iteration 8 lambda =  0.4683623 
## Iteration 1 lambda =  0.5268519 
## Iteration 2 lambda =  0.4795371 
## Iteration 3 lambda =  0.4748056 
## Iteration 4 lambda =  0.4743325 
## Iteration 5 lambda =  0.4742851 
## Iteration 6 lambda =  0.4742804 
## Iteration 7 lambda =  0.4742799 
## Iteration 8 lambda =  0.4742799 
## Iteration 1 lambda =  0.5332816 
## Iteration 2 lambda =  0.4866098 
## Iteration 3 lambda =  0.4819426 
## Iteration 4 lambda =  0.4814759 
## Iteration 5 lambda =  0.4814292 
## Iteration 6 lambda =  0.4814246 
## Iteration 7 lambda =  0.4814241 
## Iteration 8 lambda =  0.481424 
## Iteration 1 lambda =  0.4965544 
## Iteration 2 lambda =  0.4462099 
## Iteration 3 lambda =  0.4411754 
## Iteration 4 lambda =  0.440672 
## Iteration 5 lambda =  0.4406216 
## Iteration 6 lambda =  0.4406166 
## Iteration 7 lambda =  0.4406161 
## Iteration 8 lambda =  0.440616 
## Iteration 1 lambda =  0.4597755 
## Iteration 2 lambda =  0.405753 
## Iteration 3 lambda =  0.4003508 
## Iteration 4 lambda =  0.3998105 
## Iteration 5 lambda =  0.3997565 
## Iteration 6 lambda =  0.3997511 
## Iteration 7 lambda =  0.3997506 
## Iteration 8 lambda =  0.3997505 
## Iteration 1 lambda =  0.5215127 
## Iteration 2 lambda =  0.473664 
## Iteration 3 lambda =  0.4688791 
## Iteration 4 lambda =  0.4684006 
## Iteration 5 lambda =  0.4683528 
## Iteration 6 lambda =  0.468348 
## Iteration 7 lambda =  0.4683475 
## Iteration 8 lambda =  0.4683475 
## Iteration 1 lambda =  0.5386297 
## Iteration 2 lambda =  0.4924927 
## Iteration 3 lambda =  0.487879 
## Iteration 4 lambda =  0.4874176 
## Iteration 5 lambda =  0.4873715 
## Iteration 6 lambda =  0.4873669 
## Iteration 7 lambda =  0.4873664 
## Iteration 8 lambda =  0.4873664 
## Iteration 1 lambda =  0.5276057 
## Iteration 2 lambda =  0.4803662 
## Iteration 3 lambda =  0.4756423 
## Iteration 4 lambda =  0.4751699 
## Iteration 5 lambda =  0.4751227 
## Iteration 6 lambda =  0.4751179 
## Iteration 7 lambda =  0.4751175 
## Iteration 8 lambda =  0.4751174 
## Iteration 1 lambda =  0.5919082 
## Iteration 2 lambda =  0.5510991 
## Iteration 3 lambda =  0.5470181 
## Iteration 4 lambda =  0.5466101 
## Iteration 5 lambda =  0.5465692 
## Iteration 6 lambda =  0.5465652 
## Iteration 7 lambda =  0.5465648 
## Iteration 8 lambda =  0.5465647 
## Iteration 1 lambda =  0.5068805 
## Iteration 2 lambda =  0.4575686 
## Iteration 3 lambda =  0.4526374 
## Iteration 4 lambda =  0.4521442 
## Iteration 5 lambda =  0.4520949 
## Iteration 6 lambda =  0.45209 
## Iteration 7 lambda =  0.4520895 
## Iteration 8 lambda =  0.4520895 
## Iteration 1 lambda =  0.4958954 
## Iteration 2 lambda =  0.4454849 
## Iteration 3 lambda =  0.4404439 
## Iteration 4 lambda =  0.4399398 
## Iteration 5 lambda =  0.4398894 
## Iteration 6 lambda =  0.4398843 
## Iteration 7 lambda =  0.4398838 
## Iteration 8 lambda =  0.4398838 
## Iteration 1 lambda =  0.5654532 
## Iteration 2 lambda =  0.5219985 
## Iteration 3 lambda =  0.5176531 
## Iteration 4 lambda =  0.5172185 
## Iteration 5 lambda =  0.5171751 
## Iteration 6 lambda =  0.5171707 
## Iteration 7 lambda =  0.5171703 
## Iteration 8 lambda =  0.5171702 
## Iteration 1 lambda =  0.5423997 
## Iteration 2 lambda =  0.4966396 
## Iteration 3 lambda =  0.4920636 
## Iteration 4 lambda =  0.491606 
## Iteration 5 lambda =  0.4915603 
## Iteration 6 lambda =  0.4915557 
## Iteration 7 lambda =  0.4915552 
## Iteration 8 lambda =  0.4915552 
## Iteration 1 lambda =  0.5528571 
## Iteration 2 lambda =  0.5081428 
## Iteration 3 lambda =  0.5036714 
## Iteration 4 lambda =  0.5032243 
## Iteration 5 lambda =  0.5031796 
## Iteration 6 lambda =  0.5031751 
## Iteration 7 lambda =  0.5031746 
## Iteration 8 lambda =  0.5031746 
## Iteration 1 lambda =  0.5081119 
## Iteration 2 lambda =  0.4589231 
## Iteration 3 lambda =  0.4540042 
## Iteration 4 lambda =  0.4535123 
## Iteration 5 lambda =  0.4534631 
## Iteration 6 lambda =  0.4534582 
## Iteration 7 lambda =  0.4534577 
## Iteration 8 lambda =  0.4534577 
## Iteration 1 lambda =  0.5765899 
## Iteration 2 lambda =  0.5342489 
## Iteration 3 lambda =  0.5300148 
## Iteration 4 lambda =  0.5295914 
## Iteration 5 lambda =  0.5295491 
## Iteration 6 lambda =  0.5295448 
## Iteration 7 lambda =  0.5295444 
## Iteration 8 lambda =  0.5295444 
## Iteration 1 lambda =  0.4796086 
## Iteration 2 lambda =  0.4275695 
## Iteration 3 lambda =  0.4223655 
## Iteration 4 lambda =  0.4218451 
## Iteration 5 lambda =  0.4217931 
## Iteration 6 lambda =  0.4217879 
## Iteration 7 lambda =  0.4217874 
## Iteration 8 lambda =  0.4217873 
## Iteration 1 lambda =  0.5283183 
## Iteration 2 lambda =  0.4811501 
## Iteration 3 lambda =  0.4764333 
## Iteration 4 lambda =  0.4759616 
## Iteration 5 lambda =  0.4759145 
## Iteration 6 lambda =  0.4759097 
## Iteration 7 lambda =  0.4759093 
## Iteration 8 lambda =  0.4759092 
## Iteration 1 lambda =  0.5414516 
## Iteration 2 lambda =  0.4955967 
## Iteration 3 lambda =  0.4910113 
## Iteration 4 lambda =  0.4905527 
## Iteration 5 lambda =  0.4905069 
## Iteration 6 lambda =  0.4905023 
## Iteration 7 lambda =  0.4905018 
## Iteration 8 lambda =  0.4905018 
## Iteration 1 lambda =  0.5944569 
## Iteration 2 lambda =  0.5539026 
## Iteration 3 lambda =  0.5498471 
## Iteration 4 lambda =  0.5494416 
## Iteration 5 lambda =  0.549401 
## Iteration 6 lambda =  0.549397 
## Iteration 7 lambda =  0.5493966 
## Iteration 8 lambda =  0.5493965 
## Iteration 1 lambda =  0.5068973 
## Iteration 2 lambda =  0.4575871 
## Iteration 3 lambda =  0.4526561 
## Iteration 4 lambda =  0.4521629 
## Iteration 5 lambda =  0.4521136 
## Iteration 6 lambda =  0.4521087 
## Iteration 7 lambda =  0.4521082 
## Iteration 8 lambda =  0.4521082 
## Iteration 1 lambda =  0.5780588 
## Iteration 2 lambda =  0.5358647 
## Iteration 3 lambda =  0.5316452 
## Iteration 4 lambda =  0.5312233 
## Iteration 5 lambda =  0.5311811 
## Iteration 6 lambda =  0.5311769 
## Iteration 7 lambda =  0.5311765 
## Iteration 8 lambda =  0.5311764 
## Iteration 1 lambda =  0.5159816 
## Iteration 2 lambda =  0.4675798 
## Iteration 3 lambda =  0.4627396 
## Iteration 4 lambda =  0.4622556 
## Iteration 5 lambda =  0.4622071 
## Iteration 6 lambda =  0.4622023 
## Iteration 7 lambda =  0.4622018 
## Iteration 8 lambda =  0.4622018 
## Iteration 1 lambda =  0.5528313 
## Iteration 2 lambda =  0.5081144 
## Iteration 3 lambda =  0.5036428 
## Iteration 4 lambda =  0.5031956 
## Iteration 5 lambda =  0.5031509 
## Iteration 6 lambda =  0.5031464 
## Iteration 7 lambda =  0.503146 
## Iteration 8 lambda =  0.5031459 
## Iteration 1 lambda =  0.6657156 
## Iteration 2 lambda =  0.6322871 
## Iteration 3 lambda =  0.6289443 
## Iteration 4 lambda =  0.62861 
## Iteration 5 lambda =  0.6285765 
## Iteration 6 lambda =  0.6285732 
## Iteration 7 lambda =  0.6285729 
## Iteration 8 lambda =  0.6285728 
## Iteration 1 lambda =  0.6123322 
## Iteration 2 lambda =  0.5735654 
## Iteration 3 lambda =  0.5696887 
## Iteration 4 lambda =  0.5693011 
## Iteration 5 lambda =  0.5692623 
## Iteration 6 lambda =  0.5692584 
## Iteration 7 lambda =  0.569258 
## Iteration 8 lambda =  0.569258 
## Iteration 1 lambda =  0.6139932 
## Iteration 2 lambda =  0.5753925 
## Iteration 3 lambda =  0.5715325 
## Iteration 4 lambda =  0.5711465 
## Iteration 5 lambda =  0.5711079 
## Iteration 6 lambda =  0.571104 
## Iteration 7 lambda =  0.5711036 
## Iteration 8 lambda =  0.5711036 
## Iteration 1 lambda =  0.553412 
## Iteration 2 lambda =  0.5087532 
## Iteration 3 lambda =  0.5042873 
## Iteration 4 lambda =  0.5038407 
## Iteration 5 lambda =  0.5037961 
## Iteration 6 lambda =  0.5037916 
## Iteration 7 lambda =  0.5037911 
## Iteration 8 lambda =  0.5037911 
## Iteration 1 lambda =  0.5158698 
## Iteration 2 lambda =  0.4674568 
## Iteration 3 lambda =  0.4626155 
## Iteration 4 lambda =  0.4621313 
## Iteration 5 lambda =  0.4620829 
## Iteration 6 lambda =  0.4620781 
## Iteration 7 lambda =  0.4620776 
## Iteration 8 lambda =  0.4620775 
## Iteration 1 lambda =  0.6323626 
## Iteration 2 lambda =  0.5955989 
## Iteration 3 lambda =  0.5919225 
## Iteration 4 lambda =  0.5915549 
## Iteration 5 lambda =  0.5915181 
## Iteration 6 lambda =  0.5915144 
## Iteration 7 lambda =  0.5915141 
## Iteration 8 lambda =  0.591514 
## Iteration 1 lambda =  0.5150214 
## Iteration 2 lambda =  0.4665236 
## Iteration 3 lambda =  0.4616738 
## Iteration 4 lambda =  0.4611888 
## Iteration 5 lambda =  0.4611403 
## Iteration 6 lambda =  0.4611354 
## Iteration 7 lambda =  0.461135 
## Iteration 8 lambda =  0.4611349 
## Iteration 1 lambda =  0.6361112 
## Iteration 2 lambda =  0.5997223 
## Iteration 3 lambda =  0.5960834 
## Iteration 4 lambda =  0.5957195 
## Iteration 5 lambda =  0.5956831 
## Iteration 6 lambda =  0.5956795 
## Iteration 7 lambda =  0.5956791 
## Iteration 8 lambda =  0.5956791 
## Iteration 1 lambda =  0.5285857 
## Iteration 2 lambda =  0.4814442 
## Iteration 3 lambda =  0.4767301 
## Iteration 4 lambda =  0.4762587 
## Iteration 5 lambda =  0.4762115 
## Iteration 6 lambda =  0.4762068 
## Iteration 7 lambda =  0.4762064 
## Iteration 8 lambda =  0.4762063 
## Iteration 1 lambda =  0.5305593 
## Iteration 2 lambda =  0.4836152 
## Iteration 3 lambda =  0.4789208 
## Iteration 4 lambda =  0.4784513 
## Iteration 5 lambda =  0.4784044 
## Iteration 6 lambda =  0.4783997 
## Iteration 7 lambda =  0.4783992 
## Iteration 8 lambda =  0.4783992 
## Iteration 1 lambda =  0.5849249 
## Iteration 2 lambda =  0.5434174 
## Iteration 3 lambda =  0.5392666 
## Iteration 4 lambda =  0.5388515 
## Iteration 5 lambda =  0.53881 
## Iteration 6 lambda =  0.5388059 
## Iteration 7 lambda =  0.5388055 
## Iteration 8 lambda =  0.5388054 
## Iteration 1 lambda =  0.5016248 
## Iteration 2 lambda =  0.4517872 
## Iteration 3 lambda =  0.4468035 
## Iteration 4 lambda =  0.4463051 
## Iteration 5 lambda =  0.4462553 
## Iteration 6 lambda =  0.4462503 
## Iteration 7 lambda =  0.4462498 
## Iteration 8 lambda =  0.4462497 
## Iteration 1 lambda =  0.5922758 
## Iteration 2 lambda =  0.5515033 
## Iteration 3 lambda =  0.5474261 
## Iteration 4 lambda =  0.5470184 
## Iteration 5 lambda =  0.5469776 
## Iteration 6 lambda =  0.5469735 
## Iteration 7 lambda =  0.5469731 
## Iteration 8 lambda =  0.5469731 
## Iteration 1 lambda =  0.5404399 
## Iteration 2 lambda =  0.4944838 
## Iteration 3 lambda =  0.4898882 
## Iteration 4 lambda =  0.4894287 
## Iteration 5 lambda =  0.4893827 
## Iteration 6 lambda =  0.4893781 
## Iteration 7 lambda =  0.4893777 
## Iteration 8 lambda =  0.4893776 
## Iteration 1 lambda =  0.4879979 
## Iteration 2 lambda =  0.4367977 
## Iteration 3 lambda =  0.4316777 
## Iteration 4 lambda =  0.4311657 
## Iteration 5 lambda =  0.4311145 
## Iteration 6 lambda =  0.4311094 
## Iteration 7 lambda =  0.4311089 
## Iteration 8 lambda =  0.4311088 
## Iteration 1 lambda =  0.5487876 
## Iteration 2 lambda =  0.5036663 
## Iteration 3 lambda =  0.4991542 
## Iteration 4 lambda =  0.498703 
## Iteration 5 lambda =  0.4986579 
## Iteration 6 lambda =  0.4986534 
## Iteration 7 lambda =  0.4986529 
## Iteration 8 lambda =  0.4986529 
## Iteration 1 lambda =  0.4857094 
## Iteration 2 lambda =  0.4342804 
## Iteration 3 lambda =  0.4291375 
## Iteration 4 lambda =  0.4286232 
## Iteration 5 lambda =  0.4285718 
## Iteration 6 lambda =  0.4285666 
## Iteration 7 lambda =  0.4285661 
## Iteration 8 lambda =  0.4285661 
## Iteration 1 lambda =  0.5493628 
## Iteration 2 lambda =  0.5042991 
## Iteration 3 lambda =  0.4997927 
## Iteration 4 lambda =  0.4993421 
## Iteration 5 lambda =  0.499297 
## Iteration 6 lambda =  0.4992925 
## Iteration 7 lambda =  0.499292 
## Iteration 8 lambda =  0.499292 
## Iteration 1 lambda =  0.5335969 
## Iteration 2 lambda =  0.4869566 
## Iteration 3 lambda =  0.4822926 
## Iteration 4 lambda =  0.4818262 
## Iteration 5 lambda =  0.4817795 
## Iteration 6 lambda =  0.4817749 
## Iteration 7 lambda =  0.4817744 
## Iteration 8 lambda =  0.4817744 
## Iteration 1 lambda =  0.5177009 
## Iteration 2 lambda =  0.469471 
## Iteration 3 lambda =  0.464648 
## Iteration 4 lambda =  0.4641657 
## Iteration 5 lambda =  0.4641174 
## Iteration 6 lambda =  0.4641126 
## Iteration 7 lambda =  0.4641121 
## Iteration 8 lambda =  0.4641121 
## Iteration 1 lambda =  0.4880531 
## Iteration 2 lambda =  0.4368584 
## Iteration 3 lambda =  0.431739 
## Iteration 4 lambda =  0.431227 
## Iteration 5 lambda =  0.4311758 
## Iteration 6 lambda =  0.4311707 
## Iteration 7 lambda =  0.4311702 
## Iteration 8 lambda =  0.4311701 
## Iteration 1 lambda =  0.5149886 
## Iteration 2 lambda =  0.4664874 
## Iteration 3 lambda =  0.4616373 
## Iteration 4 lambda =  0.4611523 
## Iteration 5 lambda =  0.4611038 
## Iteration 6 lambda =  0.4610989 
## Iteration 7 lambda =  0.4610984 
## Iteration 8 lambda =  0.4610984 
## Iteration 1 lambda =  0.5168336 
## Iteration 2 lambda =  0.4685169 
## Iteration 3 lambda =  0.4636853 
## Iteration 4 lambda =  0.4632021 
## Iteration 5 lambda =  0.4631538 
## Iteration 6 lambda =  0.4631489 
## Iteration 7 lambda =  0.4631485 
## Iteration 8 lambda =  0.4631484 
## Iteration 1 lambda =  0.4715629 
## Iteration 2 lambda =  0.4187192 
## Iteration 3 lambda =  0.4134348 
## Iteration 4 lambda =  0.4129064 
## Iteration 5 lambda =  0.4128535 
## Iteration 6 lambda =  0.4128482 
## Iteration 7 lambda =  0.4128477 
## Iteration 8 lambda =  0.4128477 
## Iteration 1 lambda =  0.5194489 
## Iteration 2 lambda =  0.4713938 
## Iteration 3 lambda =  0.4665883 
## Iteration 4 lambda =  0.4661077 
## Iteration 5 lambda =  0.4660597 
## Iteration 6 lambda =  0.4660549 
## Iteration 7 lambda =  0.4660544 
## Iteration 8 lambda =  0.4660544 
## Iteration 1 lambda =  0.4833217 
## Iteration 2 lambda =  0.4316539 
## Iteration 3 lambda =  0.4264871 
## Iteration 4 lambda =  0.4259704 
## Iteration 5 lambda =  0.4259188 
## Iteration 6 lambda =  0.4259136 
## Iteration 7 lambda =  0.4259131 
## Iteration 8 lambda =  0.425913 
## Iteration 1 lambda =  0.4776224 
## Iteration 2 lambda =  0.4253846 
## Iteration 3 lambda =  0.4201608 
## Iteration 4 lambda =  0.4196385 
## Iteration 5 lambda =  0.4195862 
## Iteration 6 lambda =  0.419581 
## Iteration 7 lambda =  0.4195805 
## Iteration 8 lambda =  0.4195804 
## Iteration 1 lambda =  0.4666764 
## Iteration 2 lambda =  0.413344 
## Iteration 3 lambda =  0.4080108 
## Iteration 4 lambda =  0.4074775 
## Iteration 5 lambda =  0.4074241 
## Iteration 6 lambda =  0.4074188 
## Iteration 7 lambda =  0.4074183 
## Iteration 8 lambda =  0.4074182 
## Iteration 1 lambda =  0.5643997 
## Iteration 2 lambda =  0.5208396 
## Iteration 3 lambda =  0.5164836 
## Iteration 4 lambda =  0.516048 
## Iteration 5 lambda =  0.5160045 
## Iteration 6 lambda =  0.5160001 
## Iteration 7 lambda =  0.5159997 
## Iteration 8 lambda =  0.5159996 
## Iteration 1 lambda =  0.6316416 
## Iteration 2 lambda =  0.5948057 
## Iteration 3 lambda =  0.5911221 
## Iteration 4 lambda =  0.5907538 
## Iteration 5 lambda =  0.5907169 
## Iteration 6 lambda =  0.5907133 
## Iteration 7 lambda =  0.5907129 
## Iteration 8 lambda =  0.5907129 
## Iteration 1 lambda =  0.5580396 
## Iteration 2 lambda =  0.5138435 
## Iteration 3 lambda =  0.5094239 
## Iteration 4 lambda =  0.5089819 
## Iteration 5 lambda =  0.5089378 
## Iteration 6 lambda =  0.5089333 
## Iteration 7 lambda =  0.5089329 
## Iteration 8 lambda =  0.5089328 
## Iteration 1 lambda =  0.7103499 
## Iteration 2 lambda =  0.6813849 
## Iteration 3 lambda =  0.6784884 
## Iteration 4 lambda =  0.6781987 
## Iteration 5 lambda =  0.6781698 
## Iteration 6 lambda =  0.6781669 
## Iteration 7 lambda =  0.6781666 
## Iteration 8 lambda =  0.6781665 
## Iteration 1 lambda =  0.5939816 
## Iteration 2 lambda =  0.5533798 
## Iteration 3 lambda =  0.5493196 
## Iteration 4 lambda =  0.5489136 
## Iteration 5 lambda =  0.548873 
## Iteration 6 lambda =  0.5488689 
## Iteration 7 lambda =  0.5488685 
## Iteration 8 lambda =  0.5488685 
## Iteration 1 lambda =  0.5244925 
## Iteration 2 lambda =  0.4769417 
## Iteration 3 lambda =  0.4721866 
## Iteration 4 lambda =  0.4717111 
## Iteration 5 lambda =  0.4716636 
## Iteration 6 lambda =  0.4716588 
## Iteration 7 lambda =  0.4716583 
## Iteration 8 lambda =  0.4716583 
## Iteration 1 lambda =  0.6877212 
## Iteration 2 lambda =  0.6564934 
## Iteration 3 lambda =  0.6533706 
## Iteration 4 lambda =  0.6530583 
## Iteration 5 lambda =  0.6530271 
## Iteration 6 lambda =  0.6530239 
## Iteration 7 lambda =  0.6530236 
## Iteration 8 lambda =  0.6530236 
## Iteration 1 lambda =  0.5682995 
## Iteration 2 lambda =  0.5251295 
## Iteration 3 lambda =  0.5208125 
## Iteration 4 lambda =  0.5203808 
## Iteration 5 lambda =  0.5203376 
## Iteration 6 lambda =  0.5203333 
## Iteration 7 lambda =  0.5203329 
## Iteration 8 lambda =  0.5203328 
## Iteration 1 lambda =  0.6696243 
## Iteration 2 lambda =  0.6365867 
## Iteration 3 lambda =  0.633283 
## Iteration 4 lambda =  0.6329526 
## Iteration 5 lambda =  0.6329195 
## Iteration 6 lambda =  0.6329162 
## Iteration 7 lambda =  0.6329159 
## Iteration 8 lambda =  0.6329159 
## Iteration 1 lambda =  0.6186844 
## Iteration 2 lambda =  0.5805528 
## Iteration 3 lambda =  0.5767396 
## Iteration 4 lambda =  0.5763583 
## Iteration 5 lambda =  0.5763202 
## Iteration 6 lambda =  0.5763164 
## Iteration 7 lambda =  0.576316 
## Iteration 8 lambda =  0.576316 
## Iteration 1 lambda =  0.4491921 
## Iteration 2 lambda =  0.3941113 
## Iteration 3 lambda =  0.3886032 
## Iteration 4 lambda =  0.3880524 
## Iteration 5 lambda =  0.3879973 
## Iteration 6 lambda =  0.3879918 
## Iteration 7 lambda =  0.3879912 
## Iteration 8 lambda =  0.3879912 
## Iteration 1 lambda =  0.5391048 
## Iteration 2 lambda =  0.4930153 
## Iteration 3 lambda =  0.4884064 
## Iteration 4 lambda =  0.4879455 
## Iteration 5 lambda =  0.4878994 
## Iteration 6 lambda =  0.4878948 
## Iteration 7 lambda =  0.4878943 
## Iteration 8 lambda =  0.4878943 
## Iteration 1 lambda =  0.5757288 
## Iteration 2 lambda =  0.5333017 
## Iteration 3 lambda =  0.529059 
## Iteration 4 lambda =  0.5286347 
## Iteration 5 lambda =  0.5285923 
## Iteration 6 lambda =  0.5285881 
## Iteration 7 lambda =  0.5285876 
## Iteration 8 lambda =  0.5285876 
## Iteration 1 lambda =  0.5542765 
## Iteration 2 lambda =  0.5097041 
## Iteration 3 lambda =  0.5052469 
## Iteration 4 lambda =  0.5048012 
## Iteration 5 lambda =  0.5047566 
## Iteration 6 lambda =  0.5047522 
## Iteration 7 lambda =  0.5047517 
## Iteration 8 lambda =  0.5047517 
## Iteration 1 lambda =  0.5244478 
## Iteration 2 lambda =  0.4768926 
## Iteration 3 lambda =  0.472137 
## Iteration 4 lambda =  0.4716615 
## Iteration 5 lambda =  0.4716139 
## Iteration 6 lambda =  0.4716092 
## Iteration 7 lambda =  0.4716087 
## Iteration 8 lambda =  0.4716087 
## Iteration 1 lambda =  0.5916067 
## Iteration 2 lambda =  0.5507674 
## Iteration 3 lambda =  0.5466835 
## Iteration 4 lambda =  0.5462751 
## Iteration 5 lambda =  0.5462343 
## Iteration 6 lambda =  0.5462302 
## Iteration 7 lambda =  0.5462298 
## Iteration 8 lambda =  0.5462297 
## Iteration 1 lambda =  0.4988262 
## Iteration 2 lambda =  0.4487088 
## Iteration 3 lambda =  0.4436971 
## Iteration 4 lambda =  0.4431959 
## Iteration 5 lambda =  0.4431458 
## Iteration 6 lambda =  0.4431407 
## Iteration 7 lambda =  0.4431402 
## Iteration 8 lambda =  0.4431402 
## Iteration 1 lambda =  0.6591559 
## Iteration 2 lambda =  0.6250715 
## Iteration 3 lambda =  0.6216631 
## Iteration 4 lambda =  0.6213222 
## Iteration 5 lambda =  0.6212881 
## Iteration 6 lambda =  0.6212847 
## Iteration 7 lambda =  0.6212844 
## Iteration 8 lambda =  0.6212844 
## Iteration 1 lambda =  0.5960849 
## Iteration 2 lambda =  0.5556934 
## Iteration 3 lambda =  0.5516543 
## Iteration 4 lambda =  0.5512504 
## Iteration 5 lambda =  0.55121 
## Iteration 6 lambda =  0.5512059 
## Iteration 7 lambda =  0.5512055 
## Iteration 8 lambda =  0.5512055 
## Iteration 1 lambda =  0.5377947 
## Iteration 2 lambda =  0.4915742 
## Iteration 3 lambda =  0.4869521 
## Iteration 4 lambda =  0.4864899 
## Iteration 5 lambda =  0.4864437 
## Iteration 6 lambda =  0.4864391 
## Iteration 7 lambda =  0.4864386 
## Iteration 8 lambda =  0.4864386 
## Iteration 1 lambda =  0.5912169 
## Iteration 2 lambda =  0.5503386 
## Iteration 3 lambda =  0.5462508 
## Iteration 4 lambda =  0.545842 
## Iteration 5 lambda =  0.5458011 
## Iteration 6 lambda =  0.545797 
## Iteration 7 lambda =  0.5457966 
## Iteration 8 lambda =  0.5457966 
## Iteration 1 lambda =  0.5030665 
## Iteration 2 lambda =  0.4533732 
## Iteration 3 lambda =  0.4484038 
## Iteration 4 lambda =  0.4479069 
## Iteration 5 lambda =  0.4478572 
## Iteration 6 lambda =  0.4478522 
## Iteration 7 lambda =  0.4478517 
## Iteration 8 lambda =  0.4478517 
## Iteration 1 lambda =  0.4806787 
## Iteration 2 lambda =  0.4287465 
## Iteration 3 lambda =  0.4235533 
## Iteration 4 lambda =  0.423034 
## Iteration 5 lambda =  0.4229821 
## Iteration 6 lambda =  0.4229769 
## Iteration 7 lambda =  0.4229763 
## Iteration 8 lambda =  0.4229763 
## Iteration 1 lambda =  0.5838781 
## Iteration 2 lambda =  0.542266 
## Iteration 3 lambda =  0.5381047 
## Iteration 4 lambda =  0.5376886 
## Iteration 5 lambda =  0.537647 
## Iteration 6 lambda =  0.5376428 
## Iteration 7 lambda =  0.5376424 
## Iteration 8 lambda =  0.5376424 
## Iteration 1 lambda =  0.5714752 
## Iteration 2 lambda =  0.5286227 
## Iteration 3 lambda =  0.5243375 
## Iteration 4 lambda =  0.523909 
## Iteration 5 lambda =  0.5238661 
## Iteration 6 lambda =  0.5238618 
## Iteration 7 lambda =  0.5238614 
## Iteration 8 lambda =  0.5238614 
## Iteration 1 lambda =  0.6167973 
## Iteration 2 lambda =  0.578477 
## Iteration 3 lambda =  0.574645 
## Iteration 4 lambda =  0.5742618 
## Iteration 5 lambda =  0.5742235 
## Iteration 6 lambda =  0.5742196 
## Iteration 7 lambda =  0.5742192 
## Iteration 8 lambda =  0.5742192 
## Iteration 1 lambda =  0.5645373 
## Iteration 2 lambda =  0.520991 
## Iteration 3 lambda =  0.5166364 
## Iteration 4 lambda =  0.5162009 
## Iteration 5 lambda =  0.5161574 
## Iteration 6 lambda =  0.516153 
## Iteration 7 lambda =  0.5161526 
## Iteration 8 lambda =  0.5161525 
## Iteration 1 lambda =  0.6123793 
## Iteration 2 lambda =  0.5736172 
## Iteration 3 lambda =  0.569741 
## Iteration 4 lambda =  0.5693534 
## Iteration 5 lambda =  0.5693146 
## Iteration 6 lambda =  0.5693108 
## Iteration 7 lambda =  0.5693104 
## Iteration 8 lambda =  0.5693103 
## Iteration 1 lambda =  0.5038067 
## Iteration 2 lambda =  0.4541873 
## Iteration 3 lambda =  0.4492254 
## Iteration 4 lambda =  0.4487292 
## Iteration 5 lambda =  0.4486796 
## Iteration 6 lambda =  0.4486746 
## Iteration 7 lambda =  0.4486741 
## Iteration 8 lambda =  0.4486741 
## Iteration 1 lambda =  0.525241 
## Iteration 2 lambda =  0.4777651 
## Iteration 3 lambda =  0.4730175 
## Iteration 4 lambda =  0.4725428 
## Iteration 5 lambda =  0.4724953 
## Iteration 6 lambda =  0.4724906 
## Iteration 7 lambda =  0.4724901 
## Iteration 8 lambda =  0.47249 
## Iteration 1 lambda =  0.6658587 
## Iteration 2 lambda =  0.6324446 
## Iteration 3 lambda =  0.6291032 
## Iteration 4 lambda =  0.6287691 
## Iteration 5 lambda =  0.6287356 
## Iteration 6 lambda =  0.6287323 
## Iteration 7 lambda =  0.628732 
## Iteration 8 lambda =  0.6287319 
## Iteration 1 lambda =  0.53739 
## Iteration 2 lambda =  0.491129 
## Iteration 3 lambda =  0.4865029 
## Iteration 4 lambda =  0.4860403 
## Iteration 5 lambda =  0.485994 
## Iteration 6 lambda =  0.4859894 
## Iteration 7 lambda =  0.485989 
## Iteration 8 lambda =  0.4859889 
## Iteration 1 lambda =  0.6329575 
## Iteration 2 lambda =  0.5962533 
## Iteration 3 lambda =  0.5925829 
## Iteration 4 lambda =  0.5922158 
## Iteration 5 lambda =  0.5921791 
## Iteration 6 lambda =  0.5921755 
## Iteration 7 lambda =  0.5921751 
## Iteration 8 lambda =  0.5921751 
## Iteration 1 lambda =  0.5629499 
## Iteration 2 lambda =  0.5192449 
## Iteration 3 lambda =  0.5148744 
## Iteration 4 lambda =  0.5144374 
## Iteration 5 lambda =  0.5143937 
## Iteration 6 lambda =  0.5143893 
## Iteration 7 lambda =  0.5143888 
## Iteration 8 lambda =  0.5143888 
## Iteration 1 lambda =  0.5612681 
## Iteration 2 lambda =  0.5173949 
## Iteration 3 lambda =  0.5130076 
## Iteration 4 lambda =  0.5125688 
## Iteration 5 lambda =  0.512525 
## Iteration 6 lambda =  0.5125206 
## Iteration 7 lambda =  0.5125201 
## Iteration 8 lambda =  0.5125201 
## Iteration 1 lambda =  0.5574155 
## Iteration 2 lambda =  0.513157 
## Iteration 3 lambda =  0.5087312 
## Iteration 4 lambda =  0.5082886 
## Iteration 5 lambda =  0.5082444 
## Iteration 6 lambda =  0.5082399 
## Iteration 7 lambda =  0.5082395 
## Iteration 8 lambda =  0.5082394 
## Iteration 1 lambda =  0.4775551 
## Iteration 2 lambda =  0.4253106 
## Iteration 3 lambda =  0.4200862 
## Iteration 4 lambda =  0.4195638 
## Iteration 5 lambda =  0.4195115 
## Iteration 6 lambda =  0.4195063 
## Iteration 7 lambda =  0.4195058 
## Iteration 8 lambda =  0.4195057 
## Iteration 1 lambda =  0.6076172 
## Iteration 2 lambda =  0.5683789 
## Iteration 3 lambda =  0.5644551 
## Iteration 4 lambda =  0.5640627 
## Iteration 5 lambda =  0.5640235 
## Iteration 6 lambda =  0.5640195 
## Iteration 7 lambda =  0.5640192 
## Iteration 8 lambda =  0.5640191 
## Iteration 1 lambda =  0.5900902 
## Iteration 2 lambda =  0.5490992 
## Iteration 3 lambda =  0.5450001 
## Iteration 4 lambda =  0.5445902 
## Iteration 5 lambda =  0.5445492 
## Iteration 6 lambda =  0.5445451 
## Iteration 7 lambda =  0.5445447 
## Iteration 8 lambda =  0.5445446 
## Iteration 1 lambda =  0.6033969 
## Iteration 2 lambda =  0.5637366 
## Iteration 3 lambda =  0.5597706 
## Iteration 4 lambda =  0.559374 
## Iteration 5 lambda =  0.5593343 
## Iteration 6 lambda =  0.5593303 
## Iteration 7 lambda =  0.55933 
## Iteration 8 lambda =  0.5593299 
## Iteration 1 lambda =  0.5823097 
## Iteration 2 lambda =  0.5405406 
## Iteration 3 lambda =  0.5363637 
## Iteration 4 lambda =  0.535946 
## Iteration 5 lambda =  0.5359043 
## Iteration 6 lambda =  0.5359001 
## Iteration 7 lambda =  0.5358997 
## Iteration 8 lambda =  0.5358996 
## Iteration 1 lambda =  0.490035 
## Iteration 2 lambda =  0.4390385 
## Iteration 3 lambda =  0.4339388 
## Iteration 4 lambda =  0.4334289 
## Iteration 5 lambda =  0.4333779 
## Iteration 6 lambda =  0.4333728 
## Iteration 7 lambda =  0.4333723 
## Iteration 8 lambda =  0.4333722 
## Iteration 1 lambda =  0.5165651 
## Iteration 2 lambda =  0.4682216 
## Iteration 3 lambda =  0.4633872 
## Iteration 4 lambda =  0.4629038 
## Iteration 5 lambda =  0.4628555 
## Iteration 6 lambda =  0.4628506 
## Iteration 7 lambda =  0.4628501 
## Iteration 8 lambda =  0.4628501 
## Iteration 1 lambda =  0.4571326 
## Iteration 2 lambda =  0.4028458 
## Iteration 3 lambda =  0.3974172 
## Iteration 4 lambda =  0.3968743 
## Iteration 5 lambda =  0.39682 
## Iteration 6 lambda =  0.3968146 
## Iteration 7 lambda =  0.396814 
## Iteration 8 lambda =  0.396814 
## Iteration 1 lambda =  0.538685 
## Iteration 2 lambda =  0.4925535 
## Iteration 3 lambda =  0.4879403 
## Iteration 4 lambda =  0.487479 
## Iteration 5 lambda =  0.4874329 
## Iteration 6 lambda =  0.4874283 
## Iteration 7 lambda =  0.4874278 
## Iteration 8 lambda =  0.4874277 
## Iteration 1 lambda =  0.592182 
## Iteration 2 lambda =  0.5514002 
## Iteration 3 lambda =  0.547322 
## Iteration 4 lambda =  0.5469142 
## Iteration 5 lambda =  0.5468734 
## Iteration 6 lambda =  0.5468693 
## Iteration 7 lambda =  0.5468689 
## Iteration 8 lambda =  0.5468689 
## Iteration 1 lambda =  0.5302846 
## Iteration 2 lambda =  0.4833131 
## Iteration 3 lambda =  0.4786159 
## Iteration 4 lambda =  0.4781462 
## Iteration 5 lambda =  0.4780993 
## Iteration 6 lambda =  0.4780946 
## Iteration 7 lambda =  0.4780941 
## Iteration 8 lambda =  0.478094 
## Iteration 1 lambda =  0.6028599 
## Iteration 2 lambda =  0.5631459 
## Iteration 3 lambda =  0.5591745 
## Iteration 4 lambda =  0.5587774 
## Iteration 5 lambda =  0.5587377 
## Iteration 6 lambda =  0.5587337 
## Iteration 7 lambda =  0.5587333 
## Iteration 8 lambda =  0.5587333 
## Iteration 1 lambda =  0.6113906 
## Iteration 2 lambda =  0.5725296 
## Iteration 3 lambda =  0.5686435 
## Iteration 4 lambda =  0.5682549 
## Iteration 5 lambda =  0.5682161 
## Iteration 6 lambda =  0.5682122 
## Iteration 7 lambda =  0.5682118 
## Iteration 8 lambda =  0.5682117 
## Iteration 1 lambda =  0.5204174 
## Iteration 2 lambda =  0.4724591 
## Iteration 3 lambda =  0.4676633 
## Iteration 4 lambda =  0.4671837 
## Iteration 5 lambda =  0.4671357 
## Iteration 6 lambda =  0.4671309 
## Iteration 7 lambda =  0.4671304 
## Iteration 8 lambda =  0.4671304 
## Iteration 1 lambda =  0.5038094 
## Iteration 2 lambda =  0.4541904 
## Iteration 3 lambda =  0.4492285 
## Iteration 4 lambda =  0.4487323 
## Iteration 5 lambda =  0.4486827 
## Iteration 6 lambda =  0.4486777 
## Iteration 7 lambda =  0.4486772 
## Iteration 8 lambda =  0.4486772 
## Iteration 1 lambda =  0.6186767 
## Iteration 2 lambda =  0.5805443 
## Iteration 3 lambda =  0.5767311 
## Iteration 4 lambda =  0.5763498 
## Iteration 5 lambda =  0.5763116 
## Iteration 6 lambda =  0.5763078 
## Iteration 7 lambda =  0.5763075 
## Iteration 8 lambda =  0.5763074 
## Iteration 1 lambda =  0.4833226 
## Iteration 2 lambda =  0.4316548 
## Iteration 3 lambda =  0.426488 
## Iteration 4 lambda =  0.4259714 
## Iteration 5 lambda =  0.4259197 
## Iteration 6 lambda =  0.4259145 
## Iteration 7 lambda =  0.425914 
## Iteration 8 lambda =  0.425914 
## Iteration 1 lambda =  0.5534407 
## Iteration 2 lambda =  0.5087848 
## Iteration 3 lambda =  0.5043192 
## Iteration 4 lambda =  0.5038727 
## Iteration 5 lambda =  0.503828 
## Iteration 6 lambda =  0.5038235 
## Iteration 7 lambda =  0.5038231 
## Iteration 8 lambda =  0.503823 
## Iteration 1 lambda =  0.4821821 
## Iteration 2 lambda =  0.4304003 
## Iteration 3 lambda =  0.4252221 
## Iteration 4 lambda =  0.4247043 
## Iteration 5 lambda =  0.4246525 
## Iteration 6 lambda =  0.4246473 
## Iteration 7 lambda =  0.4246468 
## Iteration 8 lambda =  0.4246467 
## Iteration 1 lambda =  0.6033124 
## Iteration 2 lambda =  0.5636436 
## Iteration 3 lambda =  0.5596768 
## Iteration 4 lambda =  0.5592801 
## Iteration 5 lambda =  0.5592404 
## Iteration 6 lambda =  0.5592364 
## Iteration 7 lambda =  0.559236 
## Iteration 8 lambda =  0.559236 
## Iteration 1 lambda =  0.5712402 
## Iteration 2 lambda =  0.5283642 
## Iteration 3 lambda =  0.5240766 
## Iteration 4 lambda =  0.5236478 
## Iteration 5 lambda =  0.523605 
## Iteration 6 lambda =  0.5236007 
## Iteration 7 lambda =  0.5236003 
## Iteration 8 lambda =  0.5236002 
## Iteration 1 lambda =  0.5023326 
## Iteration 2 lambda =  0.4525658 
## Iteration 3 lambda =  0.4475891 
## Iteration 4 lambda =  0.4470915 
## Iteration 5 lambda =  0.4470417 
## Iteration 6 lambda =  0.4470367 
## Iteration 7 lambda =  0.4470362 
## Iteration 8 lambda =  0.4470362 
## Iteration 1 lambda =  0.5393179 
## Iteration 2 lambda =  0.4932497 
## Iteration 3 lambda =  0.4886428 
## Iteration 4 lambda =  0.4881822 
## Iteration 5 lambda =  0.4881361 
## Iteration 6 lambda =  0.4881315 
## Iteration 7 lambda =  0.488131 
## Iteration 8 lambda =  0.488131 
## Iteration 1 lambda =  0.4767379 
## Iteration 2 lambda =  0.4244117 
## Iteration 3 lambda =  0.4191791 
## Iteration 4 lambda =  0.4186558 
## Iteration 5 lambda =  0.4186035 
## Iteration 6 lambda =  0.4185983 
## Iteration 7 lambda =  0.4185978 
## Iteration 8 lambda =  0.4185977 
## Iteration 1 lambda =  0.5139779 
## Iteration 2 lambda =  0.4653757 
## Iteration 3 lambda =  0.4605154 
## Iteration 4 lambda =  0.4600294 
## Iteration 5 lambda =  0.4599808 
## Iteration 6 lambda =  0.459976 
## Iteration 7 lambda =  0.4599755 
## Iteration 8 lambda =  0.4599754 
## Iteration 1 lambda =  0.5275789 
## Iteration 2 lambda =  0.4803368 
## Iteration 3 lambda =  0.4756125 
## Iteration 4 lambda =  0.4751401 
## Iteration 5 lambda =  0.4750929 
## Iteration 6 lambda =  0.4750882 
## Iteration 7 lambda =  0.4750877 
## Iteration 8 lambda =  0.4750876 
## Iteration 1 lambda =  0.5336091 
## Iteration 2 lambda =  0.48697 
## Iteration 3 lambda =  0.4823061 
## Iteration 4 lambda =  0.4818397 
## Iteration 5 lambda =  0.4817931 
## Iteration 6 lambda =  0.4817884 
## Iteration 7 lambda =  0.481788 
## Iteration 8 lambda =  0.4817879 
## Iteration 1 lambda =  0.6050685 
## Iteration 2 lambda =  0.5655754 
## Iteration 3 lambda =  0.5616261 
## Iteration 4 lambda =  0.5612311 
## Iteration 5 lambda =  0.5611916 
## Iteration 6 lambda =  0.5611877 
## Iteration 7 lambda =  0.5611873 
## Iteration 8 lambda =  0.5611872 
## Iteration 1 lambda =  0.5875462 
## Iteration 2 lambda =  0.5463008 
## Iteration 3 lambda =  0.5421763 
## Iteration 4 lambda =  0.5417638 
## Iteration 5 lambda =  0.5417226 
## Iteration 6 lambda =  0.5417185 
## Iteration 7 lambda =  0.5417181 
## Iteration 8 lambda =  0.541718 
## Iteration 1 lambda =  0.5140565 
## Iteration 2 lambda =  0.4654622 
## Iteration 3 lambda =  0.4606027 
## Iteration 4 lambda =  0.4601168 
## Iteration 5 lambda =  0.4600682 
## Iteration 6 lambda =  0.4600633 
## Iteration 7 lambda =  0.4600628 
## Iteration 8 lambda =  0.4600628 
## Iteration 1 lambda =  0.5129783 
## Iteration 2 lambda =  0.4642761 
## Iteration 3 lambda =  0.4594059 
## Iteration 4 lambda =  0.4589189 
## Iteration 5 lambda =  0.4588702 
## Iteration 6 lambda =  0.4588653 
## Iteration 7 lambda =  0.4588648 
## Iteration 8 lambda =  0.4588648 
## Iteration 1 lambda =  0.4948074 
## Iteration 2 lambda =  0.4442882 
## Iteration 3 lambda =  0.4392362 
## Iteration 4 lambda =  0.438731 
## Iteration 5 lambda =  0.4386805 
## Iteration 6 lambda =  0.4386755 
## Iteration 7 lambda =  0.438675 
## Iteration 8 lambda =  0.4386749 
## Iteration 1 lambda =  0.5125524 
## Iteration 2 lambda =  0.4638076 
## Iteration 3 lambda =  0.4589331 
## Iteration 4 lambda =  0.4584457 
## Iteration 5 lambda =  0.4583969 
## Iteration 6 lambda =  0.458392 
## Iteration 7 lambda =  0.4583916 
## Iteration 8 lambda =  0.4583915 
## Iteration 1 lambda =  0.521613 
## Iteration 2 lambda =  0.4737743 
## Iteration 3 lambda =  0.4689904 
## Iteration 4 lambda =  0.468512 
## Iteration 5 lambda =  0.4684642 
## Iteration 6 lambda =  0.4684594 
## Iteration 7 lambda =  0.4684589 
## Iteration 8 lambda =  0.4684588 
## Iteration 1 lambda =  0.5224648 
## Iteration 2 lambda =  0.4747113 
## Iteration 3 lambda =  0.4699359 
## Iteration 4 lambda =  0.4694584 
## Iteration 5 lambda =  0.4694106 
## Iteration 6 lambda =  0.4694058 
## Iteration 7 lambda =  0.4694054 
## Iteration 8 lambda =  0.4694053 
## Iteration 1 lambda =  0.543642 
## Iteration 2 lambda =  0.4980062 
## Iteration 3 lambda =  0.4934426 
## Iteration 4 lambda =  0.4929863 
## Iteration 5 lambda =  0.4929406 
## Iteration 6 lambda =  0.4929361 
## Iteration 7 lambda =  0.4929356 
## Iteration 8 lambda =  0.4929356 
## Iteration 1 lambda =  0.6107281 
## Iteration 2 lambda =  0.5718009 
## Iteration 3 lambda =  0.5679082 
## Iteration 4 lambda =  0.5675189 
## Iteration 5 lambda =  0.56748 
## Iteration 6 lambda =  0.5674761 
## Iteration 7 lambda =  0.5674757 
## Iteration 8 lambda =  0.5674757 
## Iteration 1 lambda =  0.5681219 
## Iteration 2 lambda =  0.524934 
## Iteration 3 lambda =  0.5206153 
## Iteration 4 lambda =  0.5201834 
## Iteration 5 lambda =  0.5201402 
## Iteration 6 lambda =  0.5201359 
## Iteration 7 lambda =  0.5201354 
## Iteration 8 lambda =  0.5201354 
## Iteration 1 lambda =  0.6493991 
## Iteration 2 lambda =  0.614339 
## Iteration 3 lambda =  0.610833 
## Iteration 4 lambda =  0.6104824 
## Iteration 5 lambda =  0.6104473 
## Iteration 6 lambda =  0.6104438 
## Iteration 7 lambda =  0.6104435 
## Iteration 8 lambda =  0.6104435 
## Iteration 1 lambda =  0.5605974 
## Iteration 2 lambda =  0.5166571 
## Iteration 3 lambda =  0.5122631 
## Iteration 4 lambda =  0.5118237 
## Iteration 5 lambda =  0.5117797 
## Iteration 6 lambda =  0.5117754 
## Iteration 7 lambda =  0.5117749 
## Iteration 8 lambda =  0.5117749 
## Iteration 1 lambda =  0.5496909 
## Iteration 2 lambda =  0.5046599 
## Iteration 3 lambda =  0.5001569 
## Iteration 4 lambda =  0.4997065 
## Iteration 5 lambda =  0.4996615 
## Iteration 6 lambda =  0.499657 
## Iteration 7 lambda =  0.4996566 
## Iteration 8 lambda =  0.4996565 
## Iteration 1 lambda =  0.4601078 
## Iteration 2 lambda =  0.4061186 
## Iteration 3 lambda =  0.4007197 
## Iteration 4 lambda =  0.4001798 
## Iteration 5 lambda =  0.4001258 
## Iteration 6 lambda =  0.4001204 
## Iteration 7 lambda =  0.4001199 
## Iteration 8 lambda =  0.4001198 
## Iteration 1 lambda =  0.5560875 
## Iteration 2 lambda =  0.5116963 
## Iteration 3 lambda =  0.5072572 
## Iteration 4 lambda =  0.5068132 
## Iteration 5 lambda =  0.5067689 
## Iteration 6 lambda =  0.5067644 
## Iteration 7 lambda =  0.506764 
## Iteration 8 lambda =  0.5067639 
## Iteration 1 lambda =  0.6245734 
## Iteration 2 lambda =  0.5870307 
## Iteration 3 lambda =  0.5832764 
## Iteration 4 lambda =  0.582901 
## Iteration 5 lambda =  0.5828635 
## Iteration 6 lambda =  0.5828597 
## Iteration 7 lambda =  0.5828593 
## Iteration 8 lambda =  0.5828593 
## Iteration 1 lambda =  0.655611 
## Iteration 2 lambda =  0.6211721 
## Iteration 3 lambda =  0.6177282 
## Iteration 4 lambda =  0.6173838 
## Iteration 5 lambda =  0.6173494 
## Iteration 6 lambda =  0.6173459 
## Iteration 7 lambda =  0.6173456 
## Iteration 8 lambda =  0.6173455 
## Iteration 1 lambda =  0.663597 
## Iteration 2 lambda =  0.6299567 
## Iteration 3 lambda =  0.6265926 
## Iteration 4 lambda =  0.6262562 
## Iteration 5 lambda =  0.6262226 
## Iteration 6 lambda =  0.6262192 
## Iteration 7 lambda =  0.6262189 
## Iteration 8 lambda =  0.6262189 
## Iteration 1 lambda =  0.5503718 
## Iteration 2 lambda =  0.5054089 
## Iteration 3 lambda =  0.5009126 
## Iteration 4 lambda =  0.500463 
## Iteration 5 lambda =  0.5004181 
## Iteration 6 lambda =  0.5004136 
## Iteration 7 lambda =  0.5004131 
## Iteration 8 lambda =  0.5004131 
## Iteration 1 lambda =  0.6446895 
## Iteration 2 lambda =  0.6091584 
## Iteration 3 lambda =  0.6056053 
## Iteration 4 lambda =  0.60525 
## Iteration 5 lambda =  0.6052145 
## Iteration 6 lambda =  0.6052109 
## Iteration 7 lambda =  0.6052106 
## Iteration 8 lambda =  0.6052105 
## Iteration 1 lambda =  0.5564435 
## Iteration 2 lambda =  0.5120879 
## Iteration 3 lambda =  0.5076523 
## Iteration 4 lambda =  0.5072088 
## Iteration 5 lambda =  0.5071644 
## Iteration 6 lambda =  0.50716 
## Iteration 7 lambda =  0.5071595 
## Iteration 8 lambda =  0.5071595 
## Iteration 1 lambda =  0.5423625 
## Iteration 2 lambda =  0.4965988 
## Iteration 3 lambda =  0.4920224 
## Iteration 4 lambda =  0.4915648 
## Iteration 5 lambda =  0.491519 
## Iteration 6 lambda =  0.4915144 
## Iteration 7 lambda =  0.491514 
## Iteration 8 lambda =  0.4915139 
## Iteration 1 lambda =  0.5037958 
## Iteration 2 lambda =  0.4541754 
## Iteration 3 lambda =  0.4492134 
## Iteration 4 lambda =  0.4487172 
## Iteration 5 lambda =  0.4486676 
## Iteration 6 lambda =  0.4486626 
## Iteration 7 lambda =  0.4486621 
## Iteration 8 lambda =  0.448662 
## Iteration 1 lambda =  0.5346751 
## Iteration 2 lambda =  0.4881426 
## Iteration 3 lambda =  0.4834893 
## Iteration 4 lambda =  0.483024 
## Iteration 5 lambda =  0.4829775 
## Iteration 6 lambda =  0.4829728 
## Iteration 7 lambda =  0.4829723 
## Iteration 8 lambda =  0.4829723 
## Iteration 1 lambda =  0.5332707 
## Iteration 2 lambda =  0.4865978 
## Iteration 3 lambda =  0.4819305 
## Iteration 4 lambda =  0.4814638 
## Iteration 5 lambda =  0.4814171 
## Iteration 6 lambda =  0.4814124 
## Iteration 7 lambda =  0.481412 
## Iteration 8 lambda =  0.4814119 
## Iteration 1 lambda =  0.5193379 
## Iteration 2 lambda =  0.4712717 
## Iteration 3 lambda =  0.466465 
## Iteration 4 lambda =  0.4659844 
## Iteration 5 lambda =  0.4659363 
## Iteration 6 lambda =  0.4659315 
## Iteration 7 lambda =  0.465931 
## Iteration 8 lambda =  0.465931 
## Iteration 1 lambda =  0.5394297 
## Iteration 2 lambda =  0.4933727 
## Iteration 3 lambda =  0.488767 
## Iteration 4 lambda =  0.4883064 
## Iteration 5 lambda =  0.4882603 
## Iteration 6 lambda =  0.4882557 
## Iteration 7 lambda =  0.4882553 
## Iteration 8 lambda =  0.4882552 
## Iteration 1 lambda =  0.5604646 
## Iteration 2 lambda =  0.516511 
## Iteration 3 lambda =  0.5121157 
## Iteration 4 lambda =  0.5116761 
## Iteration 5 lambda =  0.5116322 
## Iteration 6 lambda =  0.5116278 
## Iteration 7 lambda =  0.5116273 
## Iteration 8 lambda =  0.5116273 
## Iteration 1 lambda =  0.5331535 
## Iteration 2 lambda =  0.4864688 
## Iteration 3 lambda =  0.4818004 
## Iteration 4 lambda =  0.4813335 
## Iteration 5 lambda =  0.4812868 
## Iteration 6 lambda =  0.4812822 
## Iteration 7 lambda =  0.4812817 
## Iteration 8 lambda =  0.4812817 
## Iteration 1 lambda =  0.5783859 
## Iteration 2 lambda =  0.5362245 
## Iteration 3 lambda =  0.5320083 
## Iteration 4 lambda =  0.5315867 
## Iteration 5 lambda =  0.5315445 
## Iteration 6 lambda =  0.5315403 
## Iteration 7 lambda =  0.5315399 
## Iteration 8 lambda =  0.5315399 
## Iteration 1 lambda =  0.5987494 
## Iteration 2 lambda =  0.5586243 
## Iteration 3 lambda =  0.5546118 
## Iteration 4 lambda =  0.5542105 
## Iteration 5 lambda =  0.5541704 
## Iteration 6 lambda =  0.5541664 
## Iteration 7 lambda =  0.554166 
## Iteration 8 lambda =  0.554166 
## Iteration 1 lambda =  0.5833277 
## Iteration 2 lambda =  0.5416604 
## Iteration 3 lambda =  0.5374937 
## Iteration 4 lambda =  0.537077 
## Iteration 5 lambda =  0.5370354 
## Iteration 6 lambda =  0.5370312 
## Iteration 7 lambda =  0.5370308 
## Iteration 8 lambda =  0.5370308 
## Iteration 1 lambda =  0.5842387 
## Iteration 2 lambda =  0.5426626 
## Iteration 3 lambda =  0.538505 
## Iteration 4 lambda =  0.5380892 
## Iteration 5 lambda =  0.5380476 
## Iteration 6 lambda =  0.5380435 
## Iteration 7 lambda =  0.538043 
## Iteration 8 lambda =  0.538043 
## Iteration 1 lambda =  0.5954318 
## Iteration 2 lambda =  0.554975 
## Iteration 3 lambda =  0.5509293 
## Iteration 4 lambda =  0.5505247 
## Iteration 5 lambda =  0.5504843 
## Iteration 6 lambda =  0.5504802 
## Iteration 7 lambda =  0.5504798 
## Iteration 8 lambda =  0.5504798 
## Iteration 1 lambda =  0.5947119 
## Iteration 2 lambda =  0.5541831 
## Iteration 3 lambda =  0.5501302 
## Iteration 4 lambda =  0.5497249 
## Iteration 5 lambda =  0.5496844 
## Iteration 6 lambda =  0.5496804 
## Iteration 7 lambda =  0.5496799 
## Iteration 8 lambda =  0.5496799 
## Iteration 1 lambda =  0.5167596 
## Iteration 2 lambda =  0.4684356 
## Iteration 3 lambda =  0.4636032 
## Iteration 4 lambda =  0.4631199 
## Iteration 5 lambda =  0.4630716 
## Iteration 6 lambda =  0.4630668 
## Iteration 7 lambda =  0.4630663 
## Iteration 8 lambda =  0.4630663 
## Iteration 1 lambda =  0.6181558 
## Iteration 2 lambda =  0.5799714 
## Iteration 3 lambda =  0.576153 
## Iteration 4 lambda =  0.5757711 
## Iteration 5 lambda =  0.5757329 
## Iteration 6 lambda =  0.5757291 
## Iteration 7 lambda =  0.5757287 
## Iteration 8 lambda =  0.5757287 
## Iteration 1 lambda =  0.5702504 
## Iteration 2 lambda =  0.5272755 
## Iteration 3 lambda =  0.522978 
## Iteration 4 lambda =  0.5225482 
## Iteration 5 lambda =  0.5225052 
## Iteration 6 lambda =  0.522501 
## Iteration 7 lambda =  0.5225005 
## Iteration 8 lambda =  0.5225005 
## Iteration 1 lambda =  0.4622081 
## Iteration 2 lambda =  0.4084289 
## Iteration 3 lambda =  0.403051 
## Iteration 4 lambda =  0.4025132 
## Iteration 5 lambda =  0.4024594 
## Iteration 6 lambda =  0.402454 
## Iteration 7 lambda =  0.4024535 
## Iteration 8 lambda =  0.4024534 
## Iteration 1 lambda =  0.4955817 
## Iteration 2 lambda =  0.4451399 
## Iteration 3 lambda =  0.4400957 
## Iteration 4 lambda =  0.4395913 
## Iteration 5 lambda =  0.4395408 
## Iteration 6 lambda =  0.4395358 
## Iteration 7 lambda =  0.4395353 
## Iteration 8 lambda =  0.4395352 
## Iteration 1 lambda =  0.6057981 
## Iteration 2 lambda =  0.5663779 
## Iteration 3 lambda =  0.5624359 
## Iteration 4 lambda =  0.5620417 
## Iteration 5 lambda =  0.5620023 
## Iteration 6 lambda =  0.5619983 
## Iteration 7 lambda =  0.561998 
## Iteration 8 lambda =  0.5619979 
## Iteration 1 lambda =  0.6438701 
## Iteration 2 lambda =  0.6082571 
## Iteration 3 lambda =  0.6046958 
## Iteration 4 lambda =  0.6043397 
## Iteration 5 lambda =  0.6043041 
## Iteration 6 lambda =  0.6043005 
## Iteration 7 lambda =  0.6043002 
## Iteration 8 lambda =  0.6043001 
## Iteration 1 lambda =  0.5793154 
## Iteration 2 lambda =  0.537247 
## Iteration 3 lambda =  0.5330401 
## Iteration 4 lambda =  0.5326194 
## Iteration 5 lambda =  0.5325774 
## Iteration 6 lambda =  0.5325731 
## Iteration 7 lambda =  0.5325727 
## Iteration 8 lambda =  0.5325727 
## Iteration 1 lambda =  0.5409378 
## Iteration 2 lambda =  0.4950316 
## Iteration 3 lambda =  0.4904409 
## Iteration 4 lambda =  0.4899819 
## Iteration 5 lambda =  0.489936 
## Iteration 6 lambda =  0.4899314 
## Iteration 7 lambda =  0.4899309 
## Iteration 8 lambda =  0.4899309 
## Iteration 1 lambda =  0.5204324 
## Iteration 2 lambda =  0.4724756 
## Iteration 3 lambda =  0.4676799 
## Iteration 4 lambda =  0.4672004 
## Iteration 5 lambda =  0.4671524 
## Iteration 6 lambda =  0.4671476 
## Iteration 7 lambda =  0.4671471 
## Iteration 8 lambda =  0.4671471 
## Iteration 1 lambda =  0.5183792 
## Iteration 2 lambda =  0.4702171 
## Iteration 3 lambda =  0.4654009 
## Iteration 4 lambda =  0.4649193 
## Iteration 5 lambda =  0.4648711 
## Iteration 6 lambda =  0.4648663 
## Iteration 7 lambda =  0.4648658 
## Iteration 8 lambda =  0.4648658 
## Iteration 1 lambda =  0.6065602 
## Iteration 2 lambda =  0.5672162 
## Iteration 3 lambda =  0.5632818 
## Iteration 4 lambda =  0.5628883 
## Iteration 5 lambda =  0.562849 
## Iteration 6 lambda =  0.5628451 
## Iteration 7 lambda =  0.5628447 
## Iteration 8 lambda =  0.5628446 
## Iteration 1 lambda =  0.4540812 
## Iteration 2 lambda =  0.3994893 
## Iteration 3 lambda =  0.3940301 
## Iteration 4 lambda =  0.3934842 
## Iteration 5 lambda =  0.3934296 
## Iteration 6 lambda =  0.3934242 
## Iteration 7 lambda =  0.3934236 
## Iteration 8 lambda =  0.3934236 
## Iteration 1 lambda =  0.4736094 
## Iteration 2 lambda =  0.4209704 
## Iteration 3 lambda =  0.4157064 
## Iteration 4 lambda =  0.4151801 
## Iteration 5 lambda =  0.4151274 
## Iteration 6 lambda =  0.4151222 
## Iteration 7 lambda =  0.4151216 
## Iteration 8 lambda =  0.4151216 
## Iteration 1 lambda =  0.470034 
## Iteration 2 lambda =  0.4170374 
## Iteration 3 lambda =  0.4117378 
## Iteration 4 lambda =  0.4112078 
## Iteration 5 lambda =  0.4111548 
## Iteration 6 lambda =  0.4111495 
## Iteration 7 lambda =  0.411149 
## Iteration 8 lambda =  0.4111489 
## Iteration 1 lambda =  0.5086639 
## Iteration 2 lambda =  0.4595303 
## Iteration 3 lambda =  0.4546169 
## Iteration 4 lambda =  0.4541256 
## Iteration 5 lambda =  0.4540764 
## Iteration 6 lambda =  0.4540715 
## Iteration 7 lambda =  0.454071 
## Iteration 8 lambda =  0.454071 
## Iteration 1 lambda =  0.6809189 
## Iteration 2 lambda =  0.6490108 
## Iteration 3 lambda =  0.64582 
## Iteration 4 lambda =  0.6455009 
## Iteration 5 lambda =  0.645469 
## Iteration 6 lambda =  0.6454659 
## Iteration 7 lambda =  0.6454655 
## Iteration 8 lambda =  0.6454655 
## Iteration 1 lambda =  0.5020938 
## Iteration 2 lambda =  0.4523032 
## Iteration 3 lambda =  0.4473241 
## Iteration 4 lambda =  0.4468262 
## Iteration 5 lambda =  0.4467764 
## Iteration 6 lambda =  0.4467714 
## Iteration 7 lambda =  0.4467709 
## Iteration 8 lambda =  0.4467709 
## Iteration 1 lambda =  0.6160169 
## Iteration 2 lambda =  0.5776186 
## Iteration 3 lambda =  0.5737788 
## Iteration 4 lambda =  0.5733948 
## Iteration 5 lambda =  0.5733564 
## Iteration 6 lambda =  0.5733526 
## Iteration 7 lambda =  0.5733522 
## Iteration 8 lambda =  0.5733521 
## Iteration 1 lambda =  0.6154451 
## Iteration 2 lambda =  0.5769896 
## Iteration 3 lambda =  0.573144 
## Iteration 4 lambda =  0.5727595 
## Iteration 5 lambda =  0.572721 
## Iteration 6 lambda =  0.5727172 
## Iteration 7 lambda =  0.5727168 
## Iteration 8 lambda =  0.5727167 
## Iteration 1 lambda =  0.6219708 
## Iteration 2 lambda =  0.5841678 
## Iteration 3 lambda =  0.5803875 
## Iteration 4 lambda =  0.5800095 
## Iteration 5 lambda =  0.5799717 
## Iteration 6 lambda =  0.5799679 
## Iteration 7 lambda =  0.5799675 
## Iteration 8 lambda =  0.5799675 
## Iteration 1 lambda =  0.6177648 
## Iteration 2 lambda =  0.5795412 
## Iteration 3 lambda =  0.5757189 
## Iteration 4 lambda =  0.5753367 
## Iteration 5 lambda =  0.5752984 
## Iteration 6 lambda =  0.5752946 
## Iteration 7 lambda =  0.5752942 
## Iteration 8 lambda =  0.5752942 
## Iteration 1 lambda =  0.6358477 
## Iteration 2 lambda =  0.5994325 
## Iteration 3 lambda =  0.5957909 
## Iteration 4 lambda =  0.5954268 
## Iteration 5 lambda =  0.5953904 
## Iteration 6 lambda =  0.5953867 
## Iteration 7 lambda =  0.5953864 
## Iteration 8 lambda =  0.5953863 
## Iteration 1 lambda =  0.6068453 
## Iteration 2 lambda =  0.5675298 
## Iteration 3 lambda =  0.5635983 
## Iteration 4 lambda =  0.5632051 
## Iteration 5 lambda =  0.5631658 
## Iteration 6 lambda =  0.5631619 
## Iteration 7 lambda =  0.5631615 
## Iteration 8 lambda =  0.5631614 
## Iteration 1 lambda =  0.5364956 
## Iteration 2 lambda =  0.4901452 
## Iteration 3 lambda =  0.4855101 
## Iteration 4 lambda =  0.4850466 
## Iteration 5 lambda =  0.4850003 
## Iteration 6 lambda =  0.4849956 
## Iteration 7 lambda =  0.4849952 
## Iteration 8 lambda =  0.4849951 
## Iteration 1 lambda =  0.5732278 
## Iteration 2 lambda =  0.5305505 
## Iteration 3 lambda =  0.5262828 
## Iteration 4 lambda =  0.5258561 
## Iteration 5 lambda =  0.5258134 
## Iteration 6 lambda =  0.5258091 
## Iteration 7 lambda =  0.5258087 
## Iteration 8 lambda =  0.5258086 
## Iteration 1 lambda =  0.5344565 
## Iteration 2 lambda =  0.4879021 
## Iteration 3 lambda =  0.4832467 
## Iteration 4 lambda =  0.4827812 
## Iteration 5 lambda =  0.4827346 
## Iteration 6 lambda =  0.48273 
## Iteration 7 lambda =  0.4827295 
## Iteration 8 lambda =  0.4827294 
## Iteration 1 lambda =  0.5215701 
## Iteration 2 lambda =  0.4737271 
## Iteration 3 lambda =  0.4689428 
## Iteration 4 lambda =  0.4684644 
## Iteration 5 lambda =  0.4684165 
## Iteration 6 lambda =  0.4684117 
## Iteration 7 lambda =  0.4684112 
## Iteration 8 lambda =  0.4684112 
## Iteration 1 lambda =  0.4761392 
## Iteration 2 lambda =  0.4237532 
## Iteration 3 lambda =  0.4185145 
## Iteration 4 lambda =  0.4179907 
## Iteration 5 lambda =  0.4179383 
## Iteration 6 lambda =  0.4179331 
## Iteration 7 lambda =  0.4179325 
## Iteration 8 lambda =  0.4179325 
## Iteration 1 lambda =  0.5374126 
## Iteration 2 lambda =  0.4911538 
## Iteration 3 lambda =  0.4865279 
## Iteration 4 lambda =  0.4860654 
## Iteration 5 lambda =  0.4860191 
## Iteration 6 lambda =  0.4860145 
## Iteration 7 lambda =  0.486014 
## Iteration 8 lambda =  0.486014 
## Iteration 1 lambda =  0.473383 
## Iteration 2 lambda =  0.4207213 
## Iteration 3 lambda =  0.4154551 
## Iteration 4 lambda =  0.4149285 
## Iteration 5 lambda =  0.4148758 
## Iteration 6 lambda =  0.4148705 
## Iteration 7 lambda =  0.41487 
## Iteration 8 lambda =  0.41487 
## Iteration 1 lambda =  0.5203757 
## Iteration 2 lambda =  0.4724132 
## Iteration 3 lambda =  0.467617 
## Iteration 4 lambda =  0.4671374 
## Iteration 5 lambda =  0.4670894 
## Iteration 6 lambda =  0.4670846 
## Iteration 7 lambda =  0.4670841 
## Iteration 8 lambda =  0.4670841 
## Iteration 1 lambda =  0.5790093 
## Iteration 2 lambda =  0.5369102 
## Iteration 3 lambda =  0.5327003 
## Iteration 4 lambda =  0.5322793 
## Iteration 5 lambda =  0.5322372 
## Iteration 6 lambda =  0.532233 
## Iteration 7 lambda =  0.5322326 
## Iteration 8 lambda =  0.5322326 
## Iteration 1 lambda =  0.5553611 
## Iteration 2 lambda =  0.5108972 
## Iteration 3 lambda =  0.5064508 
## Iteration 4 lambda =  0.5060062 
## Iteration 5 lambda =  0.5059617 
## Iteration 6 lambda =  0.5059572 
## Iteration 7 lambda =  0.5059568 
## Iteration 8 lambda =  0.5059568 
## Iteration 1 lambda =  0.6101559 
## Iteration 2 lambda =  0.5711715 
## Iteration 3 lambda =  0.567273 
## Iteration 4 lambda =  0.5668832 
## Iteration 5 lambda =  0.5668442 
## Iteration 6 lambda =  0.5668403 
## Iteration 7 lambda =  0.5668399 
## Iteration 8 lambda =  0.5668399 
## Iteration 1 lambda =  0.5975396 
## Iteration 2 lambda =  0.5572935 
## Iteration 3 lambda =  0.5532689 
## Iteration 4 lambda =  0.5528665 
## Iteration 5 lambda =  0.5528262 
## Iteration 6 lambda =  0.5528222 
## Iteration 7 lambda =  0.5528218 
## Iteration 8 lambda =  0.5528217 
## Iteration 1 lambda =  0.6665139 
## Iteration 2 lambda =  0.6331653 
## Iteration 3 lambda =  0.6298305 
## Iteration 4 lambda =  0.629497 
## Iteration 5 lambda =  0.6294636 
## Iteration 6 lambda =  0.6294603 
## Iteration 7 lambda =  0.62946 
## Iteration 8 lambda =  0.6294599 
## Iteration 1 lambda =  0.6519 
## Iteration 2 lambda =  0.61709 
## Iteration 3 lambda =  0.613609 
## Iteration 4 lambda =  0.6132609 
## Iteration 5 lambda =  0.6132261 
## Iteration 6 lambda =  0.6132226 
## Iteration 7 lambda =  0.6132222 
## Iteration 8 lambda =  0.6132222 
## Iteration 1 lambda =  0.5210362 
## Iteration 2 lambda =  0.4731398 
## Iteration 3 lambda =  0.4683501 
## Iteration 4 lambda =  0.4678712 
## Iteration 5 lambda =  0.4678233 
## Iteration 6 lambda =  0.4678185 
## Iteration 7 lambda =  0.467818 
## Iteration 8 lambda =  0.467818 
## Iteration 1 lambda =  0.5787134 
## Iteration 2 lambda =  0.5365847 
## Iteration 3 lambda =  0.5323718 
## Iteration 4 lambda =  0.5319505 
## Iteration 5 lambda =  0.5319084 
## Iteration 6 lambda =  0.5319042 
## Iteration 7 lambda =  0.5319038 
## Iteration 8 lambda =  0.5319037 
## Iteration 1 lambda =  0.6287954 
## Iteration 2 lambda =  0.5916749 
## Iteration 3 lambda =  0.5879628 
## Iteration 4 lambda =  0.5875916 
## Iteration 5 lambda =  0.5875545 
## Iteration 6 lambda =  0.5875508 
## Iteration 7 lambda =  0.5875504 
## Iteration 8 lambda =  0.5875504 
## Iteration 1 lambda =  0.4857087 
## Iteration 2 lambda =  0.4342795 
## Iteration 3 lambda =  0.4291366 
## Iteration 4 lambda =  0.4286223 
## Iteration 5 lambda =  0.4285709 
## Iteration 6 lambda =  0.4285658 
## Iteration 7 lambda =  0.4285653 
## Iteration 8 lambda =  0.4285652 
## Iteration 1 lambda =  0.5941084 
## Iteration 2 lambda =  0.5535192 
## Iteration 3 lambda =  0.5494603 
## Iteration 4 lambda =  0.5490544 
## Iteration 5 lambda =  0.5490138 
## Iteration 6 lambda =  0.5490098 
## Iteration 7 lambda =  0.5490094 
## Iteration 8 lambda =  0.5490093 
## Iteration 1 lambda =  0.3732203 
## Iteration 2 lambda =  0.3105424 
## Iteration 3 lambda =  0.3042746 
## Iteration 4 lambda =  0.3036478 
## Iteration 5 lambda =  0.3035851 
## Iteration 6 lambda =  0.3035788 
## Iteration 7 lambda =  0.3035782 
## Iteration 8 lambda =  0.3035782 
## Iteration 1 lambda =  0.4555376 
## Iteration 2 lambda =  0.4010913 
## Iteration 3 lambda =  0.3956467 
## Iteration 4 lambda =  0.3951022 
## Iteration 5 lambda =  0.3950478 
## Iteration 6 lambda =  0.3950423 
## Iteration 7 lambda =  0.3950418 
## Iteration 8 lambda =  0.3950417 
## Iteration 1 lambda =  0.6237918 
## Iteration 2 lambda =  0.586171 
## Iteration 3 lambda =  0.582409 
## Iteration 4 lambda =  0.5820327 
## Iteration 5 lambda =  0.5819951 
## Iteration 6 lambda =  0.5819914 
## Iteration 7 lambda =  0.581991 
## Iteration 8 lambda =  0.5819909 
## Iteration 1 lambda =  0.461086 
## Iteration 2 lambda =  0.4071946 
## Iteration 3 lambda =  0.4018055 
## Iteration 4 lambda =  0.4012665 
## Iteration 5 lambda =  0.4012127 
## Iteration 6 lambda =  0.4012073 
## Iteration 7 lambda =  0.4012067 
## Iteration 8 lambda =  0.4012067 
## Iteration 1 lambda =  0.4671948 
## Iteration 2 lambda =  0.4139143 
## Iteration 3 lambda =  0.4085863 
## Iteration 4 lambda =  0.4080535 
## Iteration 5 lambda =  0.4080002 
## Iteration 6 lambda =  0.4079949 
## Iteration 7 lambda =  0.4079943 
## Iteration 8 lambda =  0.4079943 
## Iteration 1 lambda =  0.5694453 
## Iteration 2 lambda =  0.5263898 
## Iteration 3 lambda =  0.5220842 
## Iteration 4 lambda =  0.5216537 
## Iteration 5 lambda =  0.5216106 
## Iteration 6 lambda =  0.5216063 
## Iteration 7 lambda =  0.5216059 
## Iteration 8 lambda =  0.5216059 
## Iteration 1 lambda =  0.5054346 
## Iteration 2 lambda =  0.455978 
## Iteration 3 lambda =  0.4510324 
## Iteration 4 lambda =  0.4505378 
## Iteration 5 lambda =  0.4504884 
## Iteration 6 lambda =  0.4504834 
## Iteration 7 lambda =  0.4504829 
## Iteration 8 lambda =  0.4504829 
## Iteration 1 lambda =  0.5386639 
## Iteration 2 lambda =  0.4925303 
## Iteration 3 lambda =  0.4879169 
## Iteration 4 lambda =  0.4874556 
## Iteration 5 lambda =  0.4874094 
## Iteration 6 lambda =  0.4874048 
## Iteration 7 lambda =  0.4874044 
## Iteration 8 lambda =  0.4874043 
## Iteration 1 lambda =  0.526434 
## Iteration 2 lambda =  0.4790774 
## Iteration 3 lambda =  0.4743417 
## Iteration 4 lambda =  0.4738682 
## Iteration 5 lambda =  0.4738208 
## Iteration 6 lambda =  0.4738161 
## Iteration 7 lambda =  0.4738156 
## Iteration 8 lambda =  0.4738156 
## Iteration 1 lambda =  0.5845323 
## Iteration 2 lambda =  0.5429856 
## Iteration 3 lambda =  0.5388309 
## Iteration 4 lambda =  0.5384154 
## Iteration 5 lambda =  0.5383739 
## Iteration 6 lambda =  0.5383697 
## Iteration 7 lambda =  0.5383693 
## Iteration 8 lambda =  0.5383693 
## Iteration 1 lambda =  0.5284976 
## Iteration 2 lambda =  0.4813474 
## Iteration 3 lambda =  0.4766324 
## Iteration 4 lambda =  0.4761609 
## Iteration 5 lambda =  0.4761137 
## Iteration 6 lambda =  0.476109 
## Iteration 7 lambda =  0.4761085 
## Iteration 8 lambda =  0.4761085 
## Iteration 1 lambda =  0.5592293 
## Iteration 2 lambda =  0.5151522 
## Iteration 3 lambda =  0.5107445 
## Iteration 4 lambda =  0.5103037 
## Iteration 5 lambda =  0.5102597 
## Iteration 6 lambda =  0.5102552 
## Iteration 7 lambda =  0.5102548 
## Iteration 8 lambda =  0.5102548 
## Iteration 1 lambda =  0.5372609 
## Iteration 2 lambda =  0.490987 
## Iteration 3 lambda =  0.4863596 
## Iteration 4 lambda =  0.4858969 
## Iteration 5 lambda =  0.4858506 
## Iteration 6 lambda =  0.485846 
## Iteration 7 lambda =  0.4858455 
## Iteration 8 lambda =  0.4858455 
## Iteration 1 lambda =  0.4964342 
## Iteration 2 lambda =  0.4460776 
## Iteration 3 lambda =  0.4410419 
## Iteration 4 lambda =  0.4405384 
## Iteration 5 lambda =  0.440488 
## Iteration 6 lambda =  0.440483 
## Iteration 7 lambda =  0.4404825 
## Iteration 8 lambda =  0.4404824 
## Iteration 1 lambda =  0.4366971 
## Iteration 2 lambda =  0.3803668 
## Iteration 3 lambda =  0.3747337 
## Iteration 4 lambda =  0.3741704 
## Iteration 5 lambda =  0.3741141 
## Iteration 6 lambda =  0.3741085 
## Iteration 7 lambda =  0.3741079 
## Iteration 8 lambda =  0.3741078 
## Iteration 1 lambda =  0.6439615 
## Iteration 2 lambda =  0.6083576 
## Iteration 3 lambda =  0.6047972 
## Iteration 4 lambda =  0.6044412 
## Iteration 5 lambda =  0.6044056 
## Iteration 6 lambda =  0.604402 
## Iteration 7 lambda =  0.6044017 
## Iteration 8 lambda =  0.6044016 
## Iteration 1 lambda =  0.474572 
## Iteration 2 lambda =  0.4220291 
## Iteration 3 lambda =  0.4167749 
## Iteration 4 lambda =  0.4162494 
## Iteration 5 lambda =  0.4161969 
## Iteration 6 lambda =  0.4161916 
## Iteration 7 lambda =  0.4161911 
## Iteration 8 lambda =  0.4161911 
## Iteration 1 lambda =  0.6122435 
## Iteration 2 lambda =  0.5734679 
## Iteration 3 lambda =  0.5695903 
## Iteration 4 lambda =  0.5692025 
## Iteration 5 lambda =  0.5691638 
## Iteration 6 lambda =  0.5691599 
## Iteration 7 lambda =  0.5691595 
## Iteration 8 lambda =  0.5691595 
## Iteration 1 lambda =  0.5135984 
## Iteration 2 lambda =  0.4649583 
## Iteration 3 lambda =  0.4600943 
## Iteration 4 lambda =  0.4596079 
## Iteration 5 lambda =  0.4595592 
## Iteration 6 lambda =  0.4595544 
## Iteration 7 lambda =  0.4595539 
## Iteration 8 lambda =  0.4595538 
## Iteration 1 lambda =  0.6948348 
## Iteration 2 lambda =  0.6643183 
## Iteration 3 lambda =  0.6612666 
## Iteration 4 lambda =  0.6609614 
## Iteration 5 lambda =  0.6609309 
## Iteration 6 lambda =  0.6609279 
## Iteration 7 lambda =  0.6609276 
## Iteration 8 lambda =  0.6609275 
## Iteration 1 lambda =  0.5167433 
## Iteration 2 lambda =  0.4684176 
## Iteration 3 lambda =  0.463585 
## Iteration 4 lambda =  0.4631018 
## Iteration 5 lambda =  0.4630534 
## Iteration 6 lambda =  0.4630486 
## Iteration 7 lambda =  0.4630481 
## Iteration 8 lambda =  0.4630481 
## Iteration 1 lambda =  0.6070513 
## Iteration 2 lambda =  0.5677564 
## Iteration 3 lambda =  0.5638269 
## Iteration 4 lambda =  0.563434 
## Iteration 5 lambda =  0.5633947 
## Iteration 6 lambda =  0.5633908 
## Iteration 7 lambda =  0.5633904 
## Iteration 8 lambda =  0.5633903 
## Iteration 1 lambda =  0.5043551 
## Iteration 2 lambda =  0.4547906 
## Iteration 3 lambda =  0.4498341 
## Iteration 4 lambda =  0.4493385 
## Iteration 5 lambda =  0.4492889 
## Iteration 6 lambda =  0.449284 
## Iteration 7 lambda =  0.4492835 
## Iteration 8 lambda =  0.4492834 
## Iteration 1 lambda =  0.5389485 
## Iteration 2 lambda =  0.4928433 
## Iteration 3 lambda =  0.4882328 
## Iteration 4 lambda =  0.4877718 
## Iteration 5 lambda =  0.4877257 
## Iteration 6 lambda =  0.487721 
## Iteration 7 lambda =  0.4877206 
## Iteration 8 lambda =  0.4877205 
## Iteration 1 lambda =  0.4480669 
## Iteration 2 lambda =  0.3928736 
## Iteration 3 lambda =  0.3873542 
## Iteration 4 lambda =  0.3868023 
## Iteration 5 lambda =  0.3867471 
## Iteration 6 lambda =  0.3867416 
## Iteration 7 lambda =  0.386741 
## Iteration 8 lambda =  0.386741 
## Iteration 1 lambda =  0.499775 
## Iteration 2 lambda =  0.4497525 
## Iteration 3 lambda =  0.4447503 
## Iteration 4 lambda =  0.4442501 
## Iteration 5 lambda =  0.4442 
## Iteration 6 lambda =  0.444195 
## Iteration 7 lambda =  0.4441945 
## Iteration 8 lambda =  0.4441945 
## Iteration 1 lambda =  0.4629385 
## Iteration 2 lambda =  0.4092324 
## Iteration 3 lambda =  0.4038617 
## Iteration 4 lambda =  0.4033247 
## Iteration 5 lambda =  0.403271 
## Iteration 6 lambda =  0.4032656 
## Iteration 7 lambda =  0.4032651 
## Iteration 8 lambda =  0.403265 
## Iteration 1 lambda =  0.6485336 
## Iteration 2 lambda =  0.613387 
## Iteration 3 lambda =  0.6098723 
## Iteration 4 lambda =  0.6095208 
## Iteration 5 lambda =  0.6094857 
## Iteration 6 lambda =  0.6094822 
## Iteration 7 lambda =  0.6094818 
## Iteration 8 lambda =  0.6094818 
## Iteration 1 lambda =  0.7002215 
## Iteration 2 lambda =  0.6702437 
## Iteration 3 lambda =  0.6672459 
## Iteration 4 lambda =  0.6669461 
## Iteration 5 lambda =  0.6669161 
## Iteration 6 lambda =  0.6669131 
## Iteration 7 lambda =  0.6669128 
## Iteration 8 lambda =  0.6669128 
## Iteration 1 lambda =  0.574621 
## Iteration 2 lambda =  0.5320831 
## Iteration 3 lambda =  0.5278293 
## Iteration 4 lambda =  0.5274039 
## Iteration 5 lambda =  0.5273614 
## Iteration 6 lambda =  0.5273571 
## Iteration 7 lambda =  0.5273567 
## Iteration 8 lambda =  0.5273566 
## Iteration 1 lambda =  0.5894902 
## Iteration 2 lambda =  0.5484392 
## Iteration 3 lambda =  0.5443341 
## Iteration 4 lambda =  0.5439236 
## Iteration 5 lambda =  0.5438826 
## Iteration 6 lambda =  0.5438785 
## Iteration 7 lambda =  0.5438781 
## Iteration 8 lambda =  0.543878 
## Iteration 1 lambda =  0.4828581 
## Iteration 2 lambda =  0.4311439 
## Iteration 3 lambda =  0.4259724 
## Iteration 4 lambda =  0.4254553 
## Iteration 5 lambda =  0.4254036 
## Iteration 6 lambda =  0.4253984 
## Iteration 7 lambda =  0.4253979 
## Iteration 8 lambda =  0.4253978 
## Iteration 1 lambda =  0.451961 
## Iteration 2 lambda =  0.3971571 
## Iteration 3 lambda =  0.3916767 
## Iteration 4 lambda =  0.3911287 
## Iteration 5 lambda =  0.3910739 
## Iteration 6 lambda =  0.3910684 
## Iteration 7 lambda =  0.3910678 
## Iteration 8 lambda =  0.3910678 
## Iteration 1 lambda =  0.4617722 
## Iteration 2 lambda =  0.4079494 
## Iteration 3 lambda =  0.4025671 
## Iteration 4 lambda =  0.4020289 
## Iteration 5 lambda =  0.4019751 
## Iteration 6 lambda =  0.4019697 
## Iteration 7 lambda =  0.4019691 
## Iteration 8 lambda =  0.4019691 
## Iteration 1 lambda =  0.567701 
## Iteration 2 lambda =  0.5244711 
## Iteration 3 lambda =  0.5201481 
## Iteration 4 lambda =  0.5197158 
## Iteration 5 lambda =  0.5196726 
## Iteration 6 lambda =  0.5196683 
## Iteration 7 lambda =  0.5196678 
## Iteration 8 lambda =  0.5196678 
## Iteration 1 lambda =  0.5294427 
## Iteration 2 lambda =  0.482387 
## Iteration 3 lambda =  0.4776814 
## Iteration 4 lambda =  0.4772109 
## Iteration 5 lambda =  0.4771638 
## Iteration 6 lambda =  0.4771591 
## Iteration 7 lambda =  0.4771586 
## Iteration 8 lambda =  0.4771586 
## Iteration 1 lambda =  0.4766171 
## Iteration 2 lambda =  0.4242788 
## Iteration 3 lambda =  0.419045 
## Iteration 4 lambda =  0.4185216 
## Iteration 5 lambda =  0.4184692 
## Iteration 6 lambda =  0.418464 
## Iteration 7 lambda =  0.4184635 
## Iteration 8 lambda =  0.4184634 
## Iteration 1 lambda =  0.5654664 
## Iteration 2 lambda =  0.5220131 
## Iteration 3 lambda =  0.5176677 
## Iteration 4 lambda =  0.5172332 
## Iteration 5 lambda =  0.5171897 
## Iteration 6 lambda =  0.5171854 
## Iteration 7 lambda =  0.517185 
## Iteration 8 lambda =  0.5171849 
## Iteration 1 lambda =  0.5207186 
## Iteration 2 lambda =  0.4727904 
## Iteration 3 lambda =  0.4679976 
## Iteration 4 lambda =  0.4675183 
## Iteration 5 lambda =  0.4674704 
## Iteration 6 lambda =  0.4674656 
## Iteration 7 lambda =  0.4674651 
## Iteration 8 lambda =  0.4674651 
## Iteration 1 lambda =  0.6659444 
## Iteration 2 lambda =  0.6325389 
## Iteration 3 lambda =  0.6291983 
## Iteration 4 lambda =  0.6288643 
## Iteration 5 lambda =  0.6288309 
## Iteration 6 lambda =  0.6288275 
## Iteration 7 lambda =  0.6288272 
## Iteration 8 lambda =  0.6288272 
## Iteration 1 lambda =  0.6375121 
## Iteration 2 lambda =  0.6012633 
## Iteration 3 lambda =  0.5976384 
## Iteration 4 lambda =  0.5972759 
## Iteration 5 lambda =  0.5972396 
## Iteration 6 lambda =  0.597236 
## Iteration 7 lambda =  0.5972357 
## Iteration 8 lambda =  0.5972356 
## Iteration 1 lambda =  0.4720263 
## Iteration 2 lambda =  0.4192289 
## Iteration 3 lambda =  0.4139492 
## Iteration 4 lambda =  0.4134212 
## Iteration 5 lambda =  0.4133684 
## Iteration 6 lambda =  0.4133632 
## Iteration 7 lambda =  0.4133626 
## Iteration 8 lambda =  0.4133626 
## Iteration 1 lambda =  0.5415908 
## Iteration 2 lambda =  0.4957499 
## Iteration 3 lambda =  0.4911658 
## Iteration 4 lambda =  0.4907074 
## Iteration 5 lambda =  0.4906616 
## Iteration 6 lambda =  0.490657 
## Iteration 7 lambda =  0.4906565 
## Iteration 8 lambda =  0.4906565 
## Iteration 1 lambda =  0.5525453 
## Iteration 2 lambda =  0.5077998 
## Iteration 3 lambda =  0.5033253 
## Iteration 4 lambda =  0.5028778 
## Iteration 5 lambda =  0.5028331 
## Iteration 6 lambda =  0.5028286 
## Iteration 7 lambda =  0.5028282 
## Iteration 8 lambda =  0.5028281 
## Iteration 1 lambda =  0.4720642 
## Iteration 2 lambda =  0.4192707 
## Iteration 3 lambda =  0.4139913 
## Iteration 4 lambda =  0.4134634 
## Iteration 5 lambda =  0.4134106 
## Iteration 6 lambda =  0.4134053 
## Iteration 7 lambda =  0.4134048 
## Iteration 8 lambda =  0.4134047 
## Iteration 1 lambda =  0.5645511 
## Iteration 2 lambda =  0.5210062 
## Iteration 3 lambda =  0.5166518 
## Iteration 4 lambda =  0.5162163 
## Iteration 5 lambda =  0.5161728 
## Iteration 6 lambda =  0.5161684 
## Iteration 7 lambda =  0.516168 
## Iteration 8 lambda =  0.5161679 
## Iteration 1 lambda =  0.5246109 
## Iteration 2 lambda =  0.477072 
## Iteration 3 lambda =  0.4723181 
## Iteration 4 lambda =  0.4718427 
## Iteration 5 lambda =  0.4717951 
## Iteration 6 lambda =  0.4717904 
## Iteration 7 lambda =  0.4717899 
## Iteration 8 lambda =  0.4717899 
## Iteration 1 lambda =  0.4202182 
## Iteration 2 lambda =  0.36224 
## Iteration 3 lambda =  0.3564421 
## Iteration 4 lambda =  0.3558624 
## Iteration 5 lambda =  0.3558044 
## Iteration 6 lambda =  0.3557986 
## Iteration 7 lambda =  0.355798 
## Iteration 8 lambda =  0.355798 
## Iteration 1 lambda =  0.612716 
## Iteration 2 lambda =  0.5739876 
## Iteration 3 lambda =  0.5701148 
## Iteration 4 lambda =  0.5697275 
## Iteration 5 lambda =  0.5696887 
## Iteration 6 lambda =  0.5696849 
## Iteration 7 lambda =  0.5696845 
## Iteration 8 lambda =  0.5696844 
## Iteration 1 lambda =  0.6051418 
## Iteration 2 lambda =  0.5656559 
## Iteration 3 lambda =  0.5617074 
## Iteration 4 lambda =  0.5613125 
## Iteration 5 lambda =  0.561273 
## Iteration 6 lambda =  0.5612691 
## Iteration 7 lambda =  0.5612687 
## Iteration 8 lambda =  0.5612686 
## Iteration 1 lambda =  0.5737684 
## Iteration 2 lambda =  0.5311453 
## Iteration 3 lambda =  0.526883 
## Iteration 4 lambda =  0.5264567 
## Iteration 5 lambda =  0.5264141 
## Iteration 6 lambda =  0.5264098 
## Iteration 7 lambda =  0.5264094 
## Iteration 8 lambda =  0.5264094 
## Iteration 1 lambda =  0.5139696 
## Iteration 2 lambda =  0.4653666 
## Iteration 3 lambda =  0.4605063 
## Iteration 4 lambda =  0.4600202 
## Iteration 5 lambda =  0.4599716 
## Iteration 6 lambda =  0.4599668 
## Iteration 7 lambda =  0.4599663 
## Iteration 8 lambda =  0.4599662 
## Iteration 1 lambda =  0.688571 
## Iteration 2 lambda =  0.6574281 
## Iteration 3 lambda =  0.6543138 
## Iteration 4 lambda =  0.6540024 
## Iteration 5 lambda =  0.6539713 
## Iteration 6 lambda =  0.6539682 
## Iteration 7 lambda =  0.6539678 
## Iteration 8 lambda =  0.6539678 
## Iteration 1 lambda =  0.5217068 
## Iteration 2 lambda =  0.4738775 
## Iteration 3 lambda =  0.4690945 
## Iteration 4 lambda =  0.4686162 
## Iteration 5 lambda =  0.4685684 
## Iteration 6 lambda =  0.4685636 
## Iteration 7 lambda =  0.4685631 
## Iteration 8 lambda =  0.4685631 
## Iteration 1 lambda =  0.458164 
## Iteration 2 lambda =  0.4039804 
## Iteration 3 lambda =  0.398562 
## Iteration 4 lambda =  0.3980202 
## Iteration 5 lambda =  0.397966 
## Iteration 6 lambda =  0.3979606 
## Iteration 7 lambda =  0.39796 
## Iteration 8 lambda =  0.39796 
## Iteration 1 lambda =  0.5580935 
## Iteration 2 lambda =  0.5139028 
## Iteration 3 lambda =  0.5094838 
## Iteration 4 lambda =  0.5090419 
## Iteration 5 lambda =  0.5089977 
## Iteration 6 lambda =  0.5089932 
## Iteration 7 lambda =  0.5089928 
## Iteration 8 lambda =  0.5089928 
## Iteration 1 lambda =  0.4863833 
## Iteration 2 lambda =  0.4350216 
## Iteration 3 lambda =  0.4298855 
## Iteration 4 lambda =  0.4293718 
## Iteration 5 lambda =  0.4293205 
## Iteration 6 lambda =  0.4293153 
## Iteration 7 lambda =  0.4293148 
## Iteration 8 lambda =  0.4293148 
## Iteration 1 lambda =  0.5400153 
## Iteration 2 lambda =  0.4940169 
## Iteration 3 lambda =  0.489417 
## Iteration 4 lambda =  0.488957 
## Iteration 5 lambda =  0.488911 
## Iteration 6 lambda =  0.4889064 
## Iteration 7 lambda =  0.488906 
## Iteration 8 lambda =  0.4889059 
## Iteration 1 lambda =  0.5593296 
## Iteration 2 lambda =  0.5152626 
## Iteration 3 lambda =  0.5108559 
## Iteration 4 lambda =  0.5104152 
## Iteration 5 lambda =  0.5103711 
## Iteration 6 lambda =  0.5103667 
## Iteration 7 lambda =  0.5103663 
## Iteration 8 lambda =  0.5103662 
## Iteration 1 lambda =  0.4674608 
## Iteration 2 lambda =  0.4142068 
## Iteration 3 lambda =  0.4088814 
## Iteration 4 lambda =  0.4083489 
## Iteration 5 lambda =  0.4082957 
## Iteration 6 lambda =  0.4082903 
## Iteration 7 lambda =  0.4082898 
## Iteration 8 lambda =  0.4082897 
## Iteration 1 lambda =  0.6381529 
## Iteration 2 lambda =  0.6019682 
## Iteration 3 lambda =  0.5983497 
## Iteration 4 lambda =  0.5979879 
## Iteration 5 lambda =  0.5979517 
## Iteration 6 lambda =  0.5979481 
## Iteration 7 lambda =  0.5979477 
## Iteration 8 lambda =  0.5979477 
## Iteration 1 lambda =  0.5843812 
## Iteration 2 lambda =  0.5428194 
## Iteration 3 lambda =  0.5386632 
## Iteration 4 lambda =  0.5382475 
## Iteration 5 lambda =  0.538206 
## Iteration 6 lambda =  0.5382018 
## Iteration 7 lambda =  0.5382014 
## Iteration 8 lambda =  0.5382014 
## Iteration 1 lambda =  0.5922999 
## Iteration 2 lambda =  0.5515299 
## Iteration 3 lambda =  0.5474529 
## Iteration 4 lambda =  0.5470452 
## Iteration 5 lambda =  0.5470045 
## Iteration 6 lambda =  0.5470004 
## Iteration 7 lambda =  0.547 
## Iteration 8 lambda =  0.5469999 
## Iteration 1 lambda =  0.5082639 
## Iteration 2 lambda =  0.4590903 
## Iteration 3 lambda =  0.4541729 
## Iteration 4 lambda =  0.4536812 
## Iteration 5 lambda =  0.453632 
## Iteration 6 lambda =  0.4536271 
## Iteration 7 lambda =  0.4536266 
## Iteration 8 lambda =  0.4536266 
## Iteration 1 lambda =  0.5665445 
## Iteration 2 lambda =  0.5231989 
## Iteration 3 lambda =  0.5188644 
## Iteration 4 lambda =  0.5184309 
## Iteration 5 lambda =  0.5183876 
## Iteration 6 lambda =  0.5183832 
## Iteration 7 lambda =  0.5183828 
## Iteration 8 lambda =  0.5183828 
## Iteration 1 lambda =  0.538687 
## Iteration 2 lambda =  0.4925557 
## Iteration 3 lambda =  0.4879426 
## Iteration 4 lambda =  0.4874813 
## Iteration 5 lambda =  0.4874351 
## Iteration 6 lambda =  0.4874305 
## Iteration 7 lambda =  0.4874301 
## Iteration 8 lambda =  0.48743 
## Iteration 1 lambda =  0.5523383 
## Iteration 2 lambda =  0.5075721 
## Iteration 3 lambda =  0.5030955 
## Iteration 4 lambda =  0.5026479 
## Iteration 5 lambda =  0.5026031 
## Iteration 6 lambda =  0.5025986 
## Iteration 7 lambda =  0.5025982 
## Iteration 8 lambda =  0.5025981 
## Iteration 1 lambda =  0.4563163 
## Iteration 2 lambda =  0.4019479 
## Iteration 3 lambda =  0.3965111 
## Iteration 4 lambda =  0.3959674 
## Iteration 5 lambda =  0.395913 
## Iteration 6 lambda =  0.3959076 
## Iteration 7 lambda =  0.395907 
## Iteration 8 lambda =  0.395907 
## Iteration 1 lambda =  0.5069374 
## Iteration 2 lambda =  0.4576311 
## Iteration 3 lambda =  0.4527005 
## Iteration 4 lambda =  0.4522074 
## Iteration 5 lambda =  0.4521581 
## Iteration 6 lambda =  0.4521532 
## Iteration 7 lambda =  0.4521527 
## Iteration 8 lambda =  0.4521526 
## Iteration 1 lambda =  0.6352371 
## Iteration 2 lambda =  0.5987608 
## Iteration 3 lambda =  0.5951131 
## Iteration 4 lambda =  0.5947484 
## Iteration 5 lambda =  0.5947119 
## Iteration 6 lambda =  0.5947083 
## Iteration 7 lambda =  0.5947079 
## Iteration 8 lambda =  0.5947078 
## Iteration 1 lambda =  0.5739153 
## Iteration 2 lambda =  0.5313069 
## Iteration 3 lambda =  0.527046 
## Iteration 4 lambda =  0.5266199 
## Iteration 5 lambda =  0.5265773 
## Iteration 6 lambda =  0.5265731 
## Iteration 7 lambda =  0.5265726 
## Iteration 8 lambda =  0.5265726 
## Iteration 1 lambda =  0.4670325 
## Iteration 2 lambda =  0.4137357 
## Iteration 3 lambda =  0.4084061 
## Iteration 4 lambda =  0.4078731 
## Iteration 5 lambda =  0.4078198 
## Iteration 6 lambda =  0.4078145 
## Iteration 7 lambda =  0.4078139 
## Iteration 8 lambda =  0.4078139 
## Iteration 1 lambda =  0.6191846 
## Iteration 2 lambda =  0.5811031 
## Iteration 3 lambda =  0.5772949 
## Iteration 4 lambda =  0.5769141 
## Iteration 5 lambda =  0.576876 
## Iteration 6 lambda =  0.5768722 
## Iteration 7 lambda =  0.5768718 
## Iteration 8 lambda =  0.5768718 
## Iteration 1 lambda =  0.5990508 
## Iteration 2 lambda =  0.5589559 
## Iteration 3 lambda =  0.5549464 
## Iteration 4 lambda =  0.5545454 
## Iteration 5 lambda =  0.5545053 
## Iteration 6 lambda =  0.5545013 
## Iteration 7 lambda =  0.5545009 
## Iteration 8 lambda =  0.5545009 
## Iteration 1 lambda =  0.5500626 
## Iteration 2 lambda =  0.5050689 
## Iteration 3 lambda =  0.5005695 
## Iteration 4 lambda =  0.5001196 
## Iteration 5 lambda =  0.5000746 
## Iteration 6 lambda =  0.5000701 
## Iteration 7 lambda =  0.5000696 
## Iteration 8 lambda =  0.5000696 
## Iteration 1 lambda =  0.6429824 
## Iteration 2 lambda =  0.6072807 
## Iteration 3 lambda =  0.6037105 
## Iteration 4 lambda =  0.6033535 
## Iteration 5 lambda =  0.6033178 
## Iteration 6 lambda =  0.6033142 
## Iteration 7 lambda =  0.6033138 
## Iteration 8 lambda =  0.6033138 
## Iteration 1 lambda =  0.464548 
## Iteration 2 lambda =  0.4110027 
## Iteration 3 lambda =  0.4056482 
## Iteration 4 lambda =  0.4051128 
## Iteration 5 lambda =  0.4050592 
## Iteration 6 lambda =  0.4050539 
## Iteration 7 lambda =  0.4050533 
## Iteration 8 lambda =  0.4050533 
## Iteration 1 lambda =  0.5556839 
## Iteration 2 lambda =  0.5112523 
## Iteration 3 lambda =  0.5068091 
## Iteration 4 lambda =  0.5063648 
## Iteration 5 lambda =  0.5063203 
## Iteration 6 lambda =  0.5063159 
## Iteration 7 lambda =  0.5063155 
## Iteration 8 lambda =  0.5063154 
## Iteration 1 lambda =  0.5387771 
## Iteration 2 lambda =  0.4926549 
## Iteration 3 lambda =  0.4880426 
## Iteration 4 lambda =  0.4875814 
## Iteration 5 lambda =  0.4875353 
## Iteration 6 lambda =  0.4875307 
## Iteration 7 lambda =  0.4875302 
## Iteration 8 lambda =  0.4875302 
## Iteration 1 lambda =  0.574646 
## Iteration 2 lambda =  0.5321106 
## Iteration 3 lambda =  0.5278571 
## Iteration 4 lambda =  0.5274317 
## Iteration 5 lambda =  0.5273892 
## Iteration 6 lambda =  0.5273849 
## Iteration 7 lambda =  0.5273845 
## Iteration 8 lambda =  0.5273844 
## Iteration 1 lambda =  0.5540002 
## Iteration 2 lambda =  0.5094003 
## Iteration 3 lambda =  0.5049403 
## Iteration 4 lambda =  0.5044943 
## Iteration 5 lambda =  0.5044497 
## Iteration 6 lambda =  0.5044452 
## Iteration 7 lambda =  0.5044448 
## Iteration 8 lambda =  0.5044447 
## Iteration 1 lambda =  0.5712167 
## Iteration 2 lambda =  0.5283383 
## Iteration 3 lambda =  0.5240505 
## Iteration 4 lambda =  0.5236217 
## Iteration 5 lambda =  0.5235788 
## Iteration 6 lambda =  0.5235746 
## Iteration 7 lambda =  0.5235741 
## Iteration 8 lambda =  0.5235741 
## Iteration 1 lambda =  0.6325821 
## Iteration 2 lambda =  0.5958403 
## Iteration 3 lambda =  0.5921661 
## Iteration 4 lambda =  0.5917987 
## Iteration 5 lambda =  0.5917619 
## Iteration 6 lambda =  0.5917583 
## Iteration 7 lambda =  0.5917579 
## Iteration 8 lambda =  0.5917579 
## Iteration 1 lambda =  0.6382233 
## Iteration 2 lambda =  0.6020457 
## Iteration 3 lambda =  0.5984279 
## Iteration 4 lambda =  0.5980661 
## Iteration 5 lambda =  0.59803 
## Iteration 6 lambda =  0.5980263 
## Iteration 7 lambda =  0.598026 
## Iteration 8 lambda =  0.5980259 
## Iteration 1 lambda =  0.6392424 
## Iteration 2 lambda =  0.6031666 
## Iteration 3 lambda =  0.599559 
## Iteration 4 lambda =  0.5991983 
## Iteration 5 lambda =  0.5991622 
## Iteration 6 lambda =  0.5991586 
## Iteration 7 lambda =  0.5991582 
## Iteration 8 lambda =  0.5991582 
## Iteration 1 lambda =  0.4558645 
## Iteration 2 lambda =  0.401451 
## Iteration 3 lambda =  0.3960096 
## Iteration 4 lambda =  0.3954655 
## Iteration 5 lambda =  0.3954111 
## Iteration 6 lambda =  0.3954056 
## Iteration 7 lambda =  0.3954051 
## Iteration 8 lambda =  0.395405 
## Iteration 1 lambda =  0.4986473 
## Iteration 2 lambda =  0.448512 
## Iteration 3 lambda =  0.4434985 
## Iteration 4 lambda =  0.4429971 
## Iteration 5 lambda =  0.442947 
## Iteration 6 lambda =  0.442942 
## Iteration 7 lambda =  0.4429415 
## Iteration 8 lambda =  0.4429414 
## Iteration 1 lambda =  0.5467314 
## Iteration 2 lambda =  0.5014046 
## Iteration 3 lambda =  0.4968719 
## Iteration 4 lambda =  0.4964186 
## Iteration 5 lambda =  0.4963733 
## Iteration 6 lambda =  0.4963688 
## Iteration 7 lambda =  0.4963683 
## Iteration 8 lambda =  0.4963683 
## Iteration 1 lambda =  0.5279062 
## Iteration 2 lambda =  0.4806968 
## Iteration 3 lambda =  0.4759759 
## Iteration 4 lambda =  0.4755038 
## Iteration 5 lambda =  0.4754566 
## Iteration 6 lambda =  0.4754519 
## Iteration 7 lambda =  0.4754514 
## Iteration 8 lambda =  0.4754513 
## Iteration 1 lambda =  0.5607591 
## Iteration 2 lambda =  0.516835 
## Iteration 3 lambda =  0.5124426 
## Iteration 4 lambda =  0.5120034 
## Iteration 5 lambda =  0.5119595 
## Iteration 6 lambda =  0.5119551 
## Iteration 7 lambda =  0.5119546 
## Iteration 8 lambda =  0.5119546 
## Iteration 1 lambda =  0.6361277 
## Iteration 2 lambda =  0.5997405 
## Iteration 3 lambda =  0.5961018 
## Iteration 4 lambda =  0.5957379 
## Iteration 5 lambda =  0.5957015 
## Iteration 6 lambda =  0.5956979 
## Iteration 7 lambda =  0.5956975 
## Iteration 8 lambda =  0.5956975 
## Iteration 1 lambda =  0.5534844 
## Iteration 2 lambda =  0.5088329 
## Iteration 3 lambda =  0.5043677 
## Iteration 4 lambda =  0.5039212 
## Iteration 5 lambda =  0.5038766 
## Iteration 6 lambda =  0.5038721 
## Iteration 7 lambda =  0.5038716 
## Iteration 8 lambda =  0.5038716 
## Iteration 1 lambda =  0.5116209 
## Iteration 2 lambda =  0.462783 
## Iteration 3 lambda =  0.4578992 
## Iteration 4 lambda =  0.4574108 
## Iteration 5 lambda =  0.4573619 
## Iteration 6 lambda =  0.4573571 
## Iteration 7 lambda =  0.4573566 
## Iteration 8 lambda =  0.4573565 
## Iteration 1 lambda =  0.5570808 
## Iteration 2 lambda =  0.5127889 
## Iteration 3 lambda =  0.5083597 
## Iteration 4 lambda =  0.5079168 
## Iteration 5 lambda =  0.5078725 
## Iteration 6 lambda =  0.5078681 
## Iteration 7 lambda =  0.5078677 
## Iteration 8 lambda =  0.5078676 
## Iteration 1 lambda =  0.6262432 
## Iteration 2 lambda =  0.5888675 
## Iteration 3 lambda =  0.58513 
## Iteration 4 lambda =  0.5847562 
## Iteration 5 lambda =  0.5847188 
## Iteration 6 lambda =  0.5847151 
## Iteration 7 lambda =  0.5847147 
## Iteration 8 lambda =  0.5847147 
## Iteration 1 lambda =  0.5947847 
## Iteration 2 lambda =  0.5542632 
## Iteration 3 lambda =  0.550211 
## Iteration 4 lambda =  0.5498058 
## Iteration 5 lambda =  0.5497653 
## Iteration 6 lambda =  0.5497612 
## Iteration 7 lambda =  0.5497608 
## Iteration 8 lambda =  0.5497608 
## Iteration 1 lambda =  0.4815334 
## Iteration 2 lambda =  0.4296867 
## Iteration 3 lambda =  0.424502 
## Iteration 4 lambda =  0.4239836 
## Iteration 5 lambda =  0.4239317 
## Iteration 6 lambda =  0.4239265 
## Iteration 7 lambda =  0.423926 
## Iteration 8 lambda =  0.423926 
## Iteration 1 lambda =  0.4748236 
## Iteration 2 lambda =  0.422306 
## Iteration 3 lambda =  0.4170543 
## Iteration 4 lambda =  0.4165291 
## Iteration 5 lambda =  0.4164766 
## Iteration 6 lambda =  0.4164713 
## Iteration 7 lambda =  0.4164708 
## Iteration 8 lambda =  0.4164707 
## Iteration 1 lambda =  0.4899397 
## Iteration 2 lambda =  0.4389337 
## Iteration 3 lambda =  0.4338331 
## Iteration 4 lambda =  0.433323 
## Iteration 5 lambda =  0.433272 
## Iteration 6 lambda =  0.4332669 
## Iteration 7 lambda =  0.4332664 
## Iteration 8 lambda =  0.4332663 
## Iteration 1 lambda =  0.5702119 
## Iteration 2 lambda =  0.5272331 
## Iteration 3 lambda =  0.5229353 
## Iteration 4 lambda =  0.5225055 
## Iteration 5 lambda =  0.5224625 
## Iteration 6 lambda =  0.5224582 
## Iteration 7 lambda =  0.5224578 
## Iteration 8 lambda =  0.5224577 
## Iteration 1 lambda =  0.4921074 
## Iteration 2 lambda =  0.4413181 
## Iteration 3 lambda =  0.4362392 
## Iteration 4 lambda =  0.4357313 
## Iteration 5 lambda =  0.4356805 
## Iteration 6 lambda =  0.4356754 
## Iteration 7 lambda =  0.4356749 
## Iteration 8 lambda =  0.4356748 
## Iteration 1 lambda =  0.5747258 
## Iteration 2 lambda =  0.5321984 
## Iteration 3 lambda =  0.5279457 
## Iteration 4 lambda =  0.5275204 
## Iteration 5 lambda =  0.5274779 
## Iteration 6 lambda =  0.5274736 
## Iteration 7 lambda =  0.5274732 
## Iteration 8 lambda =  0.5274731 
## Iteration 1 lambda =  0.6516287 
## Iteration 2 lambda =  0.6167916 
## Iteration 3 lambda =  0.6133079 
## Iteration 4 lambda =  0.6129595 
## Iteration 5 lambda =  0.6129247 
## Iteration 6 lambda =  0.6129212 
## Iteration 7 lambda =  0.6129208 
## Iteration 8 lambda =  0.6129208 
## Iteration 1 lambda =  0.5109113 
## Iteration 2 lambda =  0.4620025 
## Iteration 3 lambda =  0.4571116 
## Iteration 4 lambda =  0.4566225 
## Iteration 5 lambda =  0.4565736 
## Iteration 6 lambda =  0.4565687 
## Iteration 7 lambda =  0.4565682 
## Iteration 8 lambda =  0.4565682 
## Iteration 1 lambda =  0.4377835 
## Iteration 2 lambda =  0.3815618 
## Iteration 3 lambda =  0.3759396 
## Iteration 4 lambda =  0.3753774 
## Iteration 5 lambda =  0.3753212 
## Iteration 6 lambda =  0.3753156 
## Iteration 7 lambda =  0.375315 
## Iteration 8 lambda =  0.375315 
## Iteration 1 lambda =  0.5737773 
## Iteration 2 lambda =  0.531155 
## Iteration 3 lambda =  0.5268928 
## Iteration 4 lambda =  0.5264666 
## Iteration 5 lambda =  0.526424 
## Iteration 6 lambda =  0.5264197 
## Iteration 7 lambda =  0.5264193 
## Iteration 8 lambda =  0.5264192 
## Iteration 1 lambda =  0.5390303 
## Iteration 2 lambda =  0.4929333 
## Iteration 3 lambda =  0.4883236 
## Iteration 4 lambda =  0.4878627 
## Iteration 5 lambda =  0.4878166 
## Iteration 6 lambda =  0.487812 
## Iteration 7 lambda =  0.4878115 
## Iteration 8 lambda =  0.4878115 
## Iteration 1 lambda =  0.5199617 
## Iteration 2 lambda =  0.4719579 
## Iteration 3 lambda =  0.4671575 
## Iteration 4 lambda =  0.4666775 
## Iteration 5 lambda =  0.4666295 
## Iteration 6 lambda =  0.4666247 
## Iteration 7 lambda =  0.4666242 
## Iteration 8 lambda =  0.4666242 
## Iteration 1 lambda =  0.5049139 
## Iteration 2 lambda =  0.4554053 
## Iteration 3 lambda =  0.4504545 
## Iteration 4 lambda =  0.4499594 
## Iteration 5 lambda =  0.4499099 
## Iteration 6 lambda =  0.4499049 
## Iteration 7 lambda =  0.4499044 
## Iteration 8 lambda =  0.4499044 
## Iteration 1 lambda =  0.5337149 
## Iteration 2 lambda =  0.4870864 
## Iteration 3 lambda =  0.4824236 
## Iteration 4 lambda =  0.4819573 
## Iteration 5 lambda =  0.4819106 
## Iteration 6 lambda =  0.481906 
## Iteration 7 lambda =  0.4819055 
## Iteration 8 lambda =  0.4819055 
## Iteration 1 lambda =  0.5437933 
## Iteration 2 lambda =  0.4981726 
## Iteration 3 lambda =  0.4936105 
## Iteration 4 lambda =  0.4931543 
## Iteration 5 lambda =  0.4931087 
## Iteration 6 lambda =  0.4931041 
## Iteration 7 lambda =  0.4931037 
## Iteration 8 lambda =  0.4931036 
## Iteration 1 lambda =  0.5927388 
## Iteration 2 lambda =  0.5520126 
## Iteration 3 lambda =  0.54794 
## Iteration 4 lambda =  0.5475328 
## Iteration 5 lambda =  0.547492 
## Iteration 6 lambda =  0.547488 
## Iteration 7 lambda =  0.5474875 
## Iteration 8 lambda =  0.5474875 
## Iteration 1 lambda =  0.5550984 
## Iteration 2 lambda =  0.5106083 
## Iteration 3 lambda =  0.5061592 
## Iteration 4 lambda =  0.5057143 
## Iteration 5 lambda =  0.5056698 
## Iteration 6 lambda =  0.5056654 
## Iteration 7 lambda =  0.505665 
## Iteration 8 lambda =  0.5056649 
## Iteration 1 lambda =  0.5360744 
## Iteration 2 lambda =  0.4896818 
## Iteration 3 lambda =  0.4850425 
## Iteration 4 lambda =  0.4845786 
## Iteration 5 lambda =  0.4845322 
## Iteration 6 lambda =  0.4845276 
## Iteration 7 lambda =  0.4845271 
## Iteration 8 lambda =  0.4845271 
## Iteration 1 lambda =  0.5553334 
## Iteration 2 lambda =  0.5108668 
## Iteration 3 lambda =  0.5064201 
## Iteration 4 lambda =  0.5059755 
## Iteration 5 lambda =  0.505931 
## Iteration 6 lambda =  0.5059265 
## Iteration 7 lambda =  0.5059261 
## Iteration 8 lambda =  0.5059261 
## Iteration 1 lambda =  0.5062915 
## Iteration 2 lambda =  0.4569207 
## Iteration 3 lambda =  0.4519836 
## Iteration 4 lambda =  0.4514899 
## Iteration 5 lambda =  0.4514405 
## Iteration 6 lambda =  0.4514356 
## Iteration 7 lambda =  0.4514351 
## Iteration 8 lambda =  0.451435 
## Iteration 1 lambda =  0.5550902 
## Iteration 2 lambda =  0.5105992 
## Iteration 3 lambda =  0.5061501 
## Iteration 4 lambda =  0.5057052 
## Iteration 5 lambda =  0.5056607 
## Iteration 6 lambda =  0.5056562 
## Iteration 7 lambda =  0.5056558 
## Iteration 8 lambda =  0.5056557 
## Iteration 1 lambda =  0.5497256 
## Iteration 2 lambda =  0.5046982 
## Iteration 3 lambda =  0.5001955 
## Iteration 4 lambda =  0.4997452 
## Iteration 5 lambda =  0.4997002 
## Iteration 6 lambda =  0.4996957 
## Iteration 7 lambda =  0.4996952 
## Iteration 8 lambda =  0.4996952 
## Iteration 1 lambda =  0.5243277 
## Iteration 2 lambda =  0.4767604 
## Iteration 3 lambda =  0.4720037 
## Iteration 4 lambda =  0.471528 
## Iteration 5 lambda =  0.4714805 
## Iteration 6 lambda =  0.4714757 
## Iteration 7 lambda =  0.4714752 
## Iteration 8 lambda =  0.4714752 
## Iteration 1 lambda =  0.5983095 
## Iteration 2 lambda =  0.5581404 
## Iteration 3 lambda =  0.5541235 
## Iteration 4 lambda =  0.5537218 
## Iteration 5 lambda =  0.5536816 
## Iteration 6 lambda =  0.5536776 
## Iteration 7 lambda =  0.5536772 
## Iteration 8 lambda =  0.5536772 
## Iteration 1 lambda =  0.5640862 
## Iteration 2 lambda =  0.5204948 
## Iteration 3 lambda =  0.5161356 
## Iteration 4 lambda =  0.5156997 
## Iteration 5 lambda =  0.5156561 
## Iteration 6 lambda =  0.5156518 
## Iteration 7 lambda =  0.5156513 
## Iteration 8 lambda =  0.5156513 
## Iteration 1 lambda =  0.5765219 
## Iteration 2 lambda =  0.534174 
## Iteration 3 lambda =  0.5299393 
## Iteration 4 lambda =  0.5295158 
## Iteration 5 lambda =  0.5294734 
## Iteration 6 lambda =  0.5294692 
## Iteration 7 lambda =  0.5294688 
## Iteration 8 lambda =  0.5294687 
## Iteration 1 lambda =  0.5302813 
## Iteration 2 lambda =  0.4833094 
## Iteration 3 lambda =  0.4786122 
## Iteration 4 lambda =  0.4781425 
## Iteration 5 lambda =  0.4780955 
## Iteration 6 lambda =  0.4780908 
## Iteration 7 lambda =  0.4780903 
## Iteration 8 lambda =  0.4780903 
## Iteration 1 lambda =  0.4807826 
## Iteration 2 lambda =  0.4288609 
## Iteration 3 lambda =  0.4236687 
## Iteration 4 lambda =  0.4231495 
## Iteration 5 lambda =  0.4230976 
## Iteration 6 lambda =  0.4230924 
## Iteration 7 lambda =  0.4230918 
## Iteration 8 lambda =  0.4230918 
## Iteration 1 lambda =  0.5347665 
## Iteration 2 lambda =  0.4882432 
## Iteration 3 lambda =  0.4835908 
## Iteration 4 lambda =  0.4831256 
## Iteration 5 lambda =  0.4830791 
## Iteration 6 lambda =  0.4830744 
## Iteration 7 lambda =  0.4830739 
## Iteration 8 lambda =  0.4830739 
## Iteration 1 lambda =  0.5847505 
## Iteration 2 lambda =  0.5432256 
## Iteration 3 lambda =  0.5390731 
## Iteration 4 lambda =  0.5386579 
## Iteration 5 lambda =  0.5386163 
## Iteration 6 lambda =  0.5386122 
## Iteration 7 lambda =  0.5386118 
## Iteration 8 lambda =  0.5386117 
## Iteration 1 lambda =  0.5194864 
## Iteration 2 lambda =  0.471435 
## Iteration 3 lambda =  0.4666299 
## Iteration 4 lambda =  0.4661493 
## Iteration 5 lambda =  0.4661013 
## Iteration 6 lambda =  0.4660965 
## Iteration 7 lambda =  0.466096 
## Iteration 8 lambda =  0.466096 
## Iteration 1 lambda =  0.572284 
## Iteration 2 lambda =  0.5295124 
## Iteration 3 lambda =  0.5252352 
## Iteration 4 lambda =  0.5248075 
## Iteration 5 lambda =  0.5247648 
## Iteration 6 lambda =  0.5247605 
## Iteration 7 lambda =  0.52476 
## Iteration 8 lambda =  0.52476 
## Iteration 1 lambda =  0.5581265 
## Iteration 2 lambda =  0.5139391 
## Iteration 3 lambda =  0.5095204 
## Iteration 4 lambda =  0.5090785 
## Iteration 5 lambda =  0.5090344 
## Iteration 6 lambda =  0.5090299 
## Iteration 7 lambda =  0.5090295 
## Iteration 8 lambda =  0.5090294 
## Iteration 1 lambda =  0.5272022 
## Iteration 2 lambda =  0.4799224 
## Iteration 3 lambda =  0.4751944 
## Iteration 4 lambda =  0.4747216 
## Iteration 5 lambda =  0.4746744 
## Iteration 6 lambda =  0.4746696 
## Iteration 7 lambda =  0.4746692 
## Iteration 8 lambda =  0.4746691 
## Iteration 1 lambda =  0.5756417 
## Iteration 2 lambda =  0.5332059 
## Iteration 3 lambda =  0.5289623 
## Iteration 4 lambda =  0.528538 
## Iteration 5 lambda =  0.5284955 
## Iteration 6 lambda =  0.5284913 
## Iteration 7 lambda =  0.5284909 
## Iteration 8 lambda =  0.5284908 
## Iteration 1 lambda =  0.5349191 
## Iteration 2 lambda =  0.4884111 
## Iteration 3 lambda =  0.4837603 
## Iteration 4 lambda =  0.4832952 
## Iteration 5 lambda =  0.4832487 
## Iteration 6 lambda =  0.483244 
## Iteration 7 lambda =  0.4832435 
## Iteration 8 lambda =  0.4832435 
## Iteration 1 lambda =  0.4559628 
## Iteration 2 lambda =  0.4015591 
## Iteration 3 lambda =  0.3961187 
## Iteration 4 lambda =  0.3955747 
## Iteration 5 lambda =  0.3955203 
## Iteration 6 lambda =  0.3955148 
## Iteration 7 lambda =  0.3955143 
## Iteration 8 lambda =  0.3955143 
## Iteration 1 lambda =  0.6619433 
## Iteration 2 lambda =  0.6281377 
## Iteration 3 lambda =  0.6247571 
## Iteration 4 lambda =  0.624419 
## Iteration 5 lambda =  0.6243852 
## Iteration 6 lambda =  0.6243819 
## Iteration 7 lambda =  0.6243815 
## Iteration 8 lambda =  0.6243815 
## Iteration 1 lambda =  0.5608947 
## Iteration 2 lambda =  0.5169842 
## Iteration 3 lambda =  0.5125931 
## Iteration 4 lambda =  0.512154 
## Iteration 5 lambda =  0.5121101 
## Iteration 6 lambda =  0.5121057 
## Iteration 7 lambda =  0.5121053 
## Iteration 8 lambda =  0.5121053 
## Iteration 1 lambda =  0.5086575 
## Iteration 2 lambda =  0.4595233 
## Iteration 3 lambda =  0.4546098 
## Iteration 4 lambda =  0.4541185 
## Iteration 5 lambda =  0.4540694 
## Iteration 6 lambda =  0.4540644 
## Iteration 7 lambda =  0.4540639 
## Iteration 8 lambda =  0.4540639 
## Iteration 1 lambda =  0.6341086 
## Iteration 2 lambda =  0.5975195 
## Iteration 3 lambda =  0.5938605 
## Iteration 4 lambda =  0.5934947 
## Iteration 5 lambda =  0.5934581 
## Iteration 6 lambda =  0.5934544 
## Iteration 7 lambda =  0.593454 
## Iteration 8 lambda =  0.593454 
## Iteration 1 lambda =  0.5611472 
## Iteration 2 lambda =  0.5172619 
## Iteration 3 lambda =  0.5128733 
## Iteration 4 lambda =  0.5124345 
## Iteration 5 lambda =  0.5123906 
## Iteration 6 lambda =  0.5123862 
## Iteration 7 lambda =  0.5123858 
## Iteration 8 lambda =  0.5123857 
## Iteration 1 lambda =  0.518069 
## Iteration 2 lambda =  0.4698759 
## Iteration 3 lambda =  0.4650566 
## Iteration 4 lambda =  0.4645747 
## Iteration 5 lambda =  0.4645265 
## Iteration 6 lambda =  0.4645217 
## Iteration 7 lambda =  0.4645212 
## Iteration 8 lambda =  0.4645211 
## Iteration 1 lambda =  0.4544406 
## Iteration 2 lambda =  0.3998847 
## Iteration 3 lambda =  0.3944291 
## Iteration 4 lambda =  0.3938836 
## Iteration 5 lambda =  0.393829 
## Iteration 6 lambda =  0.3938235 
## Iteration 7 lambda =  0.393823 
## Iteration 8 lambda =  0.3938229 
## Iteration 1 lambda =  0.5145254 
## Iteration 2 lambda =  0.465978 
## Iteration 3 lambda =  0.4611232 
## Iteration 4 lambda =  0.4606377 
## Iteration 5 lambda =  0.4605892 
## Iteration 6 lambda =  0.4605843 
## Iteration 7 lambda =  0.4605839 
## Iteration 8 lambda =  0.4605838 
## Iteration 1 lambda =  0.5430767 
## Iteration 2 lambda =  0.4973844 
## Iteration 3 lambda =  0.4928152 
## Iteration 4 lambda =  0.4923582 
## Iteration 5 lambda =  0.4923125 
## Iteration 6 lambda =  0.492308 
## Iteration 7 lambda =  0.4923075 
## Iteration 8 lambda =  0.4923075 
## Iteration 1 lambda =  0.6272232 
## Iteration 2 lambda =  0.5899455 
## Iteration 3 lambda =  0.5862178 
## Iteration 4 lambda =  0.585845 
## Iteration 5 lambda =  0.5858077 
## Iteration 6 lambda =  0.585804 
## Iteration 7 lambda =  0.5858036 
## Iteration 8 lambda =  0.5858036 
## Iteration 1 lambda =  0.5536457 
## Iteration 2 lambda =  0.5090103 
## Iteration 3 lambda =  0.5045468 
## Iteration 4 lambda =  0.5041004 
## Iteration 5 lambda =  0.5040558 
## Iteration 6 lambda =  0.5040513 
## Iteration 7 lambda =  0.5040509 
## Iteration 8 lambda =  0.5040508 
## Iteration 1 lambda =  0.5757062 
## Iteration 2 lambda =  0.5332768 
## Iteration 3 lambda =  0.5290339 
## Iteration 4 lambda =  0.5286096 
## Iteration 5 lambda =  0.5285672 
## Iteration 6 lambda =  0.5285629 
## Iteration 7 lambda =  0.5285625 
## Iteration 8 lambda =  0.5285624 
## Iteration 1 lambda =  0.4469668 
## Iteration 2 lambda =  0.3916635 
## Iteration 3 lambda =  0.3861332 
## Iteration 4 lambda =  0.3855802 
## Iteration 5 lambda =  0.3855249 
## Iteration 6 lambda =  0.3855193 
## Iteration 7 lambda =  0.3855188 
## Iteration 8 lambda =  0.3855187 
## Iteration 1 lambda =  0.6428154 
## Iteration 2 lambda =  0.607097 
## Iteration 3 lambda =  0.6035251 
## Iteration 4 lambda =  0.6031679 
## Iteration 5 lambda =  0.6031322 
## Iteration 6 lambda =  0.6031287 
## Iteration 7 lambda =  0.6031283 
## Iteration 8 lambda =  0.6031283 
## Iteration 1 lambda =  0.523116 
## Iteration 2 lambda =  0.4754276 
## Iteration 3 lambda =  0.4706588 
## Iteration 4 lambda =  0.4701819 
## Iteration 5 lambda =  0.4701342 
## Iteration 6 lambda =  0.4701294 
## Iteration 7 lambda =  0.470129 
## Iteration 8 lambda =  0.4701289 
## Iteration 1 lambda =  0.5283021 
## Iteration 2 lambda =  0.4811323 
## Iteration 3 lambda =  0.4764153 
## Iteration 4 lambda =  0.4759436 
## Iteration 5 lambda =  0.4758964 
## Iteration 6 lambda =  0.4758917 
## Iteration 7 lambda =  0.4758912 
## Iteration 8 lambda =  0.4758912 
## Iteration 1 lambda =  0.5258462 
## Iteration 2 lambda =  0.4784309 
## Iteration 3 lambda =  0.4736893 
## Iteration 4 lambda =  0.4732152 
## Iteration 5 lambda =  0.4731678 
## Iteration 6 lambda =  0.473163 
## Iteration 7 lambda =  0.4731625 
## Iteration 8 lambda =  0.4731625 
## Iteration 1 lambda =  0.5909301 
## Iteration 2 lambda =  0.5500232 
## Iteration 3 lambda =  0.5459325 
## Iteration 4 lambda =  0.5455234 
## Iteration 5 lambda =  0.5454825 
## Iteration 6 lambda =  0.5454784 
## Iteration 7 lambda =  0.545478 
## Iteration 8 lambda =  0.5454779 
## Iteration 1 lambda =  0.5766995 
## Iteration 2 lambda =  0.5343694 
## Iteration 3 lambda =  0.5301364 
## Iteration 4 lambda =  0.5297131 
## Iteration 5 lambda =  0.5296708 
## Iteration 6 lambda =  0.5296666 
## Iteration 7 lambda =  0.5296661 
## Iteration 8 lambda =  0.5296661 
## Iteration 1 lambda =  0.5229841 
## Iteration 2 lambda =  0.4752825 
## Iteration 3 lambda =  0.4705124 
## Iteration 4 lambda =  0.4700354 
## Iteration 5 lambda =  0.4699876 
## Iteration 6 lambda =  0.4699829 
## Iteration 7 lambda =  0.4699824 
## Iteration 8 lambda =  0.4699824 
## Iteration 1 lambda =  0.5719648 
## Iteration 2 lambda =  0.5291613 
## Iteration 3 lambda =  0.5248809 
## Iteration 4 lambda =  0.5244529 
## Iteration 5 lambda =  0.5244101 
## Iteration 6 lambda =  0.5244058 
## Iteration 7 lambda =  0.5244054 
## Iteration 8 lambda =  0.5244053 
## Iteration 1 lambda =  0.5404064 
## Iteration 2 lambda =  0.4944471 
## Iteration 3 lambda =  0.4898512 
## Iteration 4 lambda =  0.4893916 
## Iteration 5 lambda =  0.4893456 
## Iteration 6 lambda =  0.489341 
## Iteration 7 lambda =  0.4893405 
## Iteration 8 lambda =  0.4893405 
## Iteration 1 lambda =  0.5880371 
## Iteration 2 lambda =  0.5468408 
## Iteration 3 lambda =  0.5427212 
## Iteration 4 lambda =  0.5423093 
## Iteration 5 lambda =  0.5422681 
## Iteration 6 lambda =  0.5422639 
## Iteration 7 lambda =  0.5422635 
## Iteration 8 lambda =  0.5422635 
## Iteration 1 lambda =  0.5398161 
## Iteration 2 lambda =  0.4937977 
## Iteration 3 lambda =  0.4891959 
## Iteration 4 lambda =  0.4887357 
## Iteration 5 lambda =  0.4886897 
## Iteration 6 lambda =  0.4886851 
## Iteration 7 lambda =  0.4886846 
## Iteration 8 lambda =  0.4886846 
## Iteration 1 lambda =  0.4870616 
## Iteration 2 lambda =  0.4357678 
## Iteration 3 lambda =  0.4306384 
## Iteration 4 lambda =  0.4301255 
## Iteration 5 lambda =  0.4300742 
## Iteration 6 lambda =  0.4300691 
## Iteration 7 lambda =  0.4300685 
## Iteration 8 lambda =  0.4300685 
## Iteration 1 lambda =  0.5978024 
## Iteration 2 lambda =  0.5575827 
## Iteration 3 lambda =  0.5535607 
## Iteration 4 lambda =  0.5531585 
## Iteration 5 lambda =  0.5531183 
## Iteration 6 lambda =  0.5531143 
## Iteration 7 lambda =  0.5531139 
## Iteration 8 lambda =  0.5531138 
## Iteration 1 lambda =  0.7033763 
## Iteration 2 lambda =  0.6737139 
## Iteration 3 lambda =  0.6707477 
## Iteration 4 lambda =  0.6704511 
## Iteration 5 lambda =  0.6704214 
## Iteration 6 lambda =  0.6704185 
## Iteration 7 lambda =  0.6704182 
## Iteration 8 lambda =  0.6704181 
## Iteration 1 lambda =  0.629255 
## Iteration 2 lambda =  0.5921805 
## Iteration 3 lambda =  0.588473 
## Iteration 4 lambda =  0.5881023 
## Iteration 5 lambda =  0.5880652 
## Iteration 6 lambda =  0.5880615 
## Iteration 7 lambda =  0.5880611 
## Iteration 8 lambda =  0.5880611 
## Iteration 1 lambda =  0.4554215 
## Iteration 2 lambda =  0.4009636 
## Iteration 3 lambda =  0.3955178 
## Iteration 4 lambda =  0.3949733 
## Iteration 5 lambda =  0.3949188 
## Iteration 6 lambda =  0.3949134 
## Iteration 7 lambda =  0.3949128 
## Iteration 8 lambda =  0.3949128 
## Iteration 1 lambda =  0.4635442 
## Iteration 2 lambda =  0.4098987 
## Iteration 3 lambda =  0.4045341 
## Iteration 4 lambda =  0.4039977 
## Iteration 5 lambda =  0.403944 
## Iteration 6 lambda =  0.4039386 
## Iteration 7 lambda =  0.4039381 
## Iteration 8 lambda =  0.4039381 
## Iteration 1 lambda =  0.6173944 
## Iteration 2 lambda =  0.5791339 
## Iteration 3 lambda =  0.5753078 
## Iteration 4 lambda =  0.5749252 
## Iteration 5 lambda =  0.5748869 
## Iteration 6 lambda =  0.5748831 
## Iteration 7 lambda =  0.5748827 
## Iteration 8 lambda =  0.5748827 
## Iteration 1 lambda =  0.554343 
## Iteration 2 lambda =  0.5097773 
## Iteration 3 lambda =  0.5053208 
## Iteration 4 lambda =  0.5048751 
## Iteration 5 lambda =  0.5048306 
## Iteration 6 lambda =  0.5048261 
## Iteration 7 lambda =  0.5048256 
## Iteration 8 lambda =  0.5048256 
## Iteration 1 lambda =  0.4843043 
## Iteration 2 lambda =  0.4327347 
## Iteration 3 lambda =  0.4275777 
## Iteration 4 lambda =  0.427062 
## Iteration 5 lambda =  0.4270105 
## Iteration 6 lambda =  0.4270053 
## Iteration 7 lambda =  0.4270048 
## Iteration 8 lambda =  0.4270047 
## Iteration 1 lambda =  0.5645244 
## Iteration 2 lambda =  0.5209768 
## Iteration 3 lambda =  0.5166221 
## Iteration 4 lambda =  0.5161866 
## Iteration 5 lambda =  0.516143 
## Iteration 6 lambda =  0.5161387 
## Iteration 7 lambda =  0.5161382 
## Iteration 8 lambda =  0.5161382 
## Iteration 1 lambda =  0.614397 
## Iteration 2 lambda =  0.5758367 
## Iteration 3 lambda =  0.5719807 
## Iteration 4 lambda =  0.5715951 
## Iteration 5 lambda =  0.5715565 
## Iteration 6 lambda =  0.5715526 
## Iteration 7 lambda =  0.5715523 
## Iteration 8 lambda =  0.5715522 
## Iteration 1 lambda =  0.4974223 
## Iteration 2 lambda =  0.4471645 
## Iteration 3 lambda =  0.4421387 
## Iteration 4 lambda =  0.4416361 
## Iteration 5 lambda =  0.4415859 
## Iteration 6 lambda =  0.4415808 
## Iteration 7 lambda =  0.4415803 
## Iteration 8 lambda =  0.4415803 
## Iteration 1 lambda =  0.5851209 
## Iteration 2 lambda =  0.543633 
## Iteration 3 lambda =  0.5394842 
## Iteration 4 lambda =  0.5390693 
## Iteration 5 lambda =  0.5390278 
## Iteration 6 lambda =  0.5390237 
## Iteration 7 lambda =  0.5390233 
## Iteration 8 lambda =  0.5390232 
## Iteration 1 lambda =  0.57554 
## Iteration 2 lambda =  0.5330941 
## Iteration 3 lambda =  0.5288495 
## Iteration 4 lambda =  0.528425 
## Iteration 5 lambda =  0.5283825 
## Iteration 6 lambda =  0.5283783 
## Iteration 7 lambda =  0.5283779 
## Iteration 8 lambda =  0.5283778 
## Iteration 1 lambda =  0.5669921 
## Iteration 2 lambda =  0.5236913 
## Iteration 3 lambda =  0.5193612 
## Iteration 4 lambda =  0.5189282 
## Iteration 5 lambda =  0.5188849 
## Iteration 6 lambda =  0.5188806 
## Iteration 7 lambda =  0.5188802 
## Iteration 8 lambda =  0.5188801 
## Iteration 1 lambda =  0.4878665 
## Iteration 2 lambda =  0.4366531 
## Iteration 3 lambda =  0.4315318 
## Iteration 4 lambda =  0.4310196 
## Iteration 5 lambda =  0.4309684 
## Iteration 6 lambda =  0.4309633 
## Iteration 7 lambda =  0.4309628 
## Iteration 8 lambda =  0.4309627 
## Iteration 1 lambda =  0.5101258 
## Iteration 2 lambda =  0.4611384 
## Iteration 3 lambda =  0.4562397 
## Iteration 4 lambda =  0.4557498 
## Iteration 5 lambda =  0.4557008 
## Iteration 6 lambda =  0.4556959 
## Iteration 7 lambda =  0.4556954 
## Iteration 8 lambda =  0.4556954 
## Iteration 1 lambda =  0.4807079 
## Iteration 2 lambda =  0.4287787 
## Iteration 3 lambda =  0.4235858 
## Iteration 4 lambda =  0.4230665 
## Iteration 5 lambda =  0.4230146 
## Iteration 6 lambda =  0.4230094 
## Iteration 7 lambda =  0.4230089 
## Iteration 8 lambda =  0.4230088 
## Iteration 1 lambda =  0.548332 
## Iteration 2 lambda =  0.5031652 
## Iteration 3 lambda =  0.4986485 
## Iteration 4 lambda =  0.4981968 
## Iteration 5 lambda =  0.4981517 
## Iteration 6 lambda =  0.4981472 
## Iteration 7 lambda =  0.4981467 
## Iteration 8 lambda =  0.4981467 
## Iteration 1 lambda =  0.5326238 
## Iteration 2 lambda =  0.4858861 
## Iteration 3 lambda =  0.4812124 
## Iteration 4 lambda =  0.480745 
## Iteration 5 lambda =  0.4806983 
## Iteration 6 lambda =  0.4806936 
## Iteration 7 lambda =  0.4806931 
## Iteration 8 lambda =  0.4806931 
## Iteration 1 lambda =  0.5305131 
## Iteration 2 lambda =  0.4835645 
## Iteration 3 lambda =  0.4788696 
## Iteration 4 lambda =  0.4784001 
## Iteration 5 lambda =  0.4783531 
## Iteration 6 lambda =  0.4783485 
## Iteration 7 lambda =  0.478348 
## Iteration 8 lambda =  0.4783479 
## Iteration 1 lambda =  0.6092101 
## Iteration 2 lambda =  0.5701311 
## Iteration 3 lambda =  0.5662232 
## Iteration 4 lambda =  0.5658324 
## Iteration 5 lambda =  0.5657933 
## Iteration 6 lambda =  0.5657894 
## Iteration 7 lambda =  0.565789 
## Iteration 8 lambda =  0.565789 
## Iteration 1 lambda =  0.5628225 
## Iteration 2 lambda =  0.5191048 
## Iteration 3 lambda =  0.514733 
## Iteration 4 lambda =  0.5142958 
## Iteration 5 lambda =  0.5142521 
## Iteration 6 lambda =  0.5142477 
## Iteration 7 lambda =  0.5142473 
## Iteration 8 lambda =  0.5142473 
## Iteration 1 lambda =  0.4807989 
## Iteration 2 lambda =  0.4288788 
## Iteration 3 lambda =  0.4236868 
## Iteration 4 lambda =  0.4231676 
## Iteration 5 lambda =  0.4231157 
## Iteration 6 lambda =  0.4231105 
## Iteration 7 lambda =  0.42311 
## Iteration 8 lambda =  0.4231099 
## Iteration 1 lambda =  0.5559231 
## Iteration 2 lambda =  0.5115154 
## Iteration 3 lambda =  0.5070746 
## Iteration 4 lambda =  0.5066305 
## Iteration 5 lambda =  0.5065861 
## Iteration 6 lambda =  0.5065817 
## Iteration 7 lambda =  0.5065813 
## Iteration 8 lambda =  0.5065812 
## Iteration 1 lambda =  0.5657123 
## Iteration 2 lambda =  0.5222835 
## Iteration 3 lambda =  0.5179406 
## Iteration 4 lambda =  0.5175063 
## Iteration 5 lambda =  0.5174629 
## Iteration 6 lambda =  0.5174586 
## Iteration 7 lambda =  0.5174581 
## Iteration 8 lambda =  0.5174581 
## Iteration 1 lambda =  0.5486046 
## Iteration 2 lambda =  0.5034651 
## Iteration 3 lambda =  0.4989511 
## Iteration 4 lambda =  0.4984997 
## Iteration 5 lambda =  0.4984546 
## Iteration 6 lambda =  0.4984501 
## Iteration 7 lambda =  0.4984496 
## Iteration 8 lambda =  0.4984496 
## Iteration 1 lambda =  0.6091149 
## Iteration 2 lambda =  0.5700264 
## Iteration 3 lambda =  0.5661175 
## Iteration 4 lambda =  0.5657266 
## Iteration 5 lambda =  0.5656875 
## Iteration 6 lambda =  0.5656836 
## Iteration 7 lambda =  0.5656832 
## Iteration 8 lambda =  0.5656832 
## Iteration 1 lambda =  0.5249282 
## Iteration 2 lambda =  0.477421 
## Iteration 3 lambda =  0.4726703 
## Iteration 4 lambda =  0.4721952 
## Iteration 5 lambda =  0.4721477 
## Iteration 6 lambda =  0.4721429 
## Iteration 7 lambda =  0.4721424 
## Iteration 8 lambda =  0.4721424 
## Iteration 1 lambda =  0.4922589 
## Iteration 2 lambda =  0.4414848 
## Iteration 3 lambda =  0.4364074 
## Iteration 4 lambda =  0.4358996 
## Iteration 5 lambda =  0.4358488 
## Iteration 6 lambda =  0.4358438 
## Iteration 7 lambda =  0.4358433 
## Iteration 8 lambda =  0.4358432 
## Iteration 1 lambda =  0.5711817 
## Iteration 2 lambda =  0.5282999 
## Iteration 3 lambda =  0.5240117 
## Iteration 4 lambda =  0.5235829 
## Iteration 5 lambda =  0.52354 
## Iteration 6 lambda =  0.5235357 
## Iteration 7 lambda =  0.5235353 
## Iteration 8 lambda =  0.5235353 
## Iteration 1 lambda =  0.5768851 
## Iteration 2 lambda =  0.5345736 
## Iteration 3 lambda =  0.5303425 
## Iteration 4 lambda =  0.5299194 
## Iteration 5 lambda =  0.5298771 
## Iteration 6 lambda =  0.5298728 
## Iteration 7 lambda =  0.5298724 
## Iteration 8 lambda =  0.5298724 
## Iteration 1 lambda =  0.6400804 
## Iteration 2 lambda =  0.6040884 
## Iteration 3 lambda =  0.6004892 
## Iteration 4 lambda =  0.6001293 
## Iteration 5 lambda =  0.6000933 
## Iteration 6 lambda =  0.6000897 
## Iteration 7 lambda =  0.6000893 
## Iteration 8 lambda =  0.6000893 
## Iteration 1 lambda =  0.4565442 
## Iteration 2 lambda =  0.4021986 
## Iteration 3 lambda =  0.396764 
## Iteration 4 lambda =  0.3962206 
## Iteration 5 lambda =  0.3961662 
## Iteration 6 lambda =  0.3961608 
## Iteration 7 lambda =  0.3961602 
## Iteration 8 lambda =  0.3961602 
## Iteration 1 lambda =  0.5475934 
## Iteration 2 lambda =  0.5023527 
## Iteration 3 lambda =  0.4978286 
## Iteration 4 lambda =  0.4973762 
## Iteration 5 lambda =  0.497331 
## Iteration 6 lambda =  0.4973265 
## Iteration 7 lambda =  0.497326 
## Iteration 8 lambda =  0.497326 
## Iteration 1 lambda =  0.5689917 
## Iteration 2 lambda =  0.5258909 
## Iteration 3 lambda =  0.5215808 
## Iteration 4 lambda =  0.5211498 
## Iteration 5 lambda =  0.5211067 
## Iteration 6 lambda =  0.5211024 
## Iteration 7 lambda =  0.5211019 
## Iteration 8 lambda =  0.5211019 
## Iteration 1 lambda =  0.5117544 
## Iteration 2 lambda =  0.4629298 
## Iteration 3 lambda =  0.4580474 
## Iteration 4 lambda =  0.4575591 
## Iteration 5 lambda =  0.4575103 
## Iteration 6 lambda =  0.4575054 
## Iteration 7 lambda =  0.4575049 
## Iteration 8 lambda =  0.4575049 
## Iteration 1 lambda =  0.557218 
## Iteration 2 lambda =  0.5129398 
## Iteration 3 lambda =  0.5085119 
## Iteration 4 lambda =  0.5080692 
## Iteration 5 lambda =  0.5080249 
## Iteration 6 lambda =  0.5080205 
## Iteration 7 lambda =  0.50802 
## Iteration 8 lambda =  0.50802 
## Iteration 1 lambda =  0.4856298 
## Iteration 2 lambda =  0.4341927 
## Iteration 3 lambda =  0.429049 
## Iteration 4 lambda =  0.4285347 
## Iteration 5 lambda =  0.4284832 
## Iteration 6 lambda =  0.4284781 
## Iteration 7 lambda =  0.4284776 
## Iteration 8 lambda =  0.4284775 
## Iteration 1 lambda =  0.4668416 
## Iteration 2 lambda =  0.4135258 
## Iteration 3 lambda =  0.4081942 
## Iteration 4 lambda =  0.407661 
## Iteration 5 lambda =  0.4076077 
## Iteration 6 lambda =  0.4076024 
## Iteration 7 lambda =  0.4076019 
## Iteration 8 lambda =  0.4076018 
## Iteration 1 lambda =  0.553969 
## Iteration 2 lambda =  0.5093659 
## Iteration 3 lambda =  0.5049056 
## Iteration 4 lambda =  0.5044596 
## Iteration 5 lambda =  0.504415 
## Iteration 6 lambda =  0.5044105 
## Iteration 7 lambda =  0.50441 
## Iteration 8 lambda =  0.50441 
## Iteration 1 lambda =  0.6162828 
## Iteration 2 lambda =  0.5779111 
## Iteration 3 lambda =  0.574074 
## Iteration 4 lambda =  0.5736902 
## Iteration 5 lambda =  0.5736519 
## Iteration 6 lambda =  0.573648 
## Iteration 7 lambda =  0.5736477 
## Iteration 8 lambda =  0.5736476 
## Iteration 1 lambda =  0.5216475 
## Iteration 2 lambda =  0.4738122 
## Iteration 3 lambda =  0.4690287 
## Iteration 4 lambda =  0.4685504 
## Iteration 5 lambda =  0.4685025 
## Iteration 6 lambda =  0.4684977 
## Iteration 7 lambda =  0.4684973 
## Iteration 8 lambda =  0.4684972 
## Iteration 1 lambda =  0.4802751 
## Iteration 2 lambda =  0.4283026 
## Iteration 3 lambda =  0.4231053 
## Iteration 4 lambda =  0.4225856 
## Iteration 5 lambda =  0.4225336 
## Iteration 6 lambda =  0.4225284 
## Iteration 7 lambda =  0.4225279 
## Iteration 8 lambda =  0.4225279 
## Iteration 1 lambda =  0.6388735 
## Iteration 2 lambda =  0.6027609 
## Iteration 3 lambda =  0.5991496 
## Iteration 4 lambda =  0.5987885 
## Iteration 5 lambda =  0.5987524 
## Iteration 6 lambda =  0.5987488 
## Iteration 7 lambda =  0.5987484 
## Iteration 8 lambda =  0.5987484 
## Iteration 1 lambda =  0.5815431 
## Iteration 2 lambda =  0.5396974 
## Iteration 3 lambda =  0.5355129 
## Iteration 4 lambda =  0.5350944 
## Iteration 5 lambda =  0.5350526 
## Iteration 6 lambda =  0.5350484 
## Iteration 7 lambda =  0.535048 
## Iteration 8 lambda =  0.5350479 
## Iteration 1 lambda =  0.5973035 
## Iteration 2 lambda =  0.5570338 
## Iteration 3 lambda =  0.5530069 
## Iteration 4 lambda =  0.5526042 
## Iteration 5 lambda =  0.5525639 
## Iteration 6 lambda =  0.5525599 
## Iteration 7 lambda =  0.5525595 
## Iteration 8 lambda =  0.5525594 
## Iteration 1 lambda =  0.4981629 
## Iteration 2 lambda =  0.4479792 
## Iteration 3 lambda =  0.4429608 
## Iteration 4 lambda =  0.442459 
## Iteration 5 lambda =  0.4424088 
## Iteration 6 lambda =  0.4424038 
## Iteration 7 lambda =  0.4424033 
## Iteration 8 lambda =  0.4424032 
## Iteration 1 lambda =  0.5789485 
## Iteration 2 lambda =  0.5368433 
## Iteration 3 lambda =  0.5326328 
## Iteration 4 lambda =  0.5322118 
## Iteration 5 lambda =  0.5321697 
## Iteration 6 lambda =  0.5321654 
## Iteration 7 lambda =  0.532165 
## Iteration 8 lambda =  0.532165 
## Iteration 1 lambda =  0.5146568 
## Iteration 2 lambda =  0.4661224 
## Iteration 3 lambda =  0.461269 
## Iteration 4 lambda =  0.4607837 
## Iteration 5 lambda =  0.4607351 
## Iteration 6 lambda =  0.4607303 
## Iteration 7 lambda =  0.4607298 
## Iteration 8 lambda =  0.4607297 
## Iteration 1 lambda =  0.5598606 
## Iteration 2 lambda =  0.5158466 
## Iteration 3 lambda =  0.5114452 
## Iteration 4 lambda =  0.5110051 
## Iteration 5 lambda =  0.5109611 
## Iteration 6 lambda =  0.5109567 
## Iteration 7 lambda =  0.5109562 
## Iteration 8 lambda =  0.5109562 
## Iteration 1 lambda =  0.5493308 
## Iteration 2 lambda =  0.5042639 
## Iteration 3 lambda =  0.4997572 
## Iteration 4 lambda =  0.4993066 
## Iteration 5 lambda =  0.4992615 
## Iteration 6 lambda =  0.499257 
## Iteration 7 lambda =  0.4992565 
## Iteration 8 lambda =  0.4992565 
## Iteration 1 lambda =  0.6326691 
## Iteration 2 lambda =  0.595936 
## Iteration 3 lambda =  0.5922627 
## Iteration 4 lambda =  0.5918954 
## Iteration 5 lambda =  0.5918587 
## Iteration 6 lambda =  0.591855 
## Iteration 7 lambda =  0.5918546 
## Iteration 8 lambda =  0.5918546 
## Iteration 1 lambda =  0.5493811 
## Iteration 2 lambda =  0.5043192 
## Iteration 3 lambda =  0.499813 
## Iteration 4 lambda =  0.4993624 
## Iteration 5 lambda =  0.4993174 
## Iteration 6 lambda =  0.4993128 
## Iteration 7 lambda =  0.4993124 
## Iteration 8 lambda =  0.4993123 
## Iteration 1 lambda =  0.6108715 
## Iteration 2 lambda =  0.5719586 
## Iteration 3 lambda =  0.5680673 
## Iteration 4 lambda =  0.5676782 
## Iteration 5 lambda =  0.5676393 
## Iteration 6 lambda =  0.5676354 
## Iteration 7 lambda =  0.567635 
## Iteration 8 lambda =  0.567635 
## Iteration 1 lambda =  0.5220956 
## Iteration 2 lambda =  0.4743052 
## Iteration 3 lambda =  0.4695261 
## Iteration 4 lambda =  0.4690482 
## Iteration 5 lambda =  0.4690004 
## Iteration 6 lambda =  0.4689957 
## Iteration 7 lambda =  0.4689952 
## Iteration 8 lambda =  0.4689951 
## Iteration 1 lambda =  0.4535424 
## Iteration 2 lambda =  0.3988966 
## Iteration 3 lambda =  0.393432 
## Iteration 4 lambda =  0.3928856 
## Iteration 5 lambda =  0.3928309 
## Iteration 6 lambda =  0.3928254 
## Iteration 7 lambda =  0.3928249 
## Iteration 8 lambda =  0.3928248 
## Iteration 1 lambda =  0.4925417 
## Iteration 2 lambda =  0.4417959 
## Iteration 3 lambda =  0.4367213 
## Iteration 4 lambda =  0.4362139 
## Iteration 5 lambda =  0.4361631 
## Iteration 6 lambda =  0.4361581 
## Iteration 7 lambda =  0.4361575 
## Iteration 8 lambda =  0.4361575 
## Iteration 1 lambda =  0.5521931 
## Iteration 2 lambda =  0.5074124 
## Iteration 3 lambda =  0.5029343 
## Iteration 4 lambda =  0.5024865 
## Iteration 5 lambda =  0.5024418 
## Iteration 6 lambda =  0.5024373 
## Iteration 7 lambda =  0.5024368 
## Iteration 8 lambda =  0.5024368 
## Iteration 1 lambda =  0.5616679 
## Iteration 2 lambda =  0.5178347 
## Iteration 3 lambda =  0.5134514 
## Iteration 4 lambda =  0.5130131 
## Iteration 5 lambda =  0.5129692 
## Iteration 6 lambda =  0.5129648 
## Iteration 7 lambda =  0.5129644 
## Iteration 8 lambda =  0.5129644 
## Iteration 1 lambda =  0.5742919 
## Iteration 2 lambda =  0.5317211 
## Iteration 3 lambda =  0.527464 
## Iteration 4 lambda =  0.5270383 
## Iteration 5 lambda =  0.5269957 
## Iteration 6 lambda =  0.5269915 
## Iteration 7 lambda =  0.5269911 
## Iteration 8 lambda =  0.526991 
## Iteration 1 lambda =  0.5121769 
## Iteration 2 lambda =  0.4633945 
## Iteration 3 lambda =  0.4585163 
## Iteration 4 lambda =  0.4580285 
## Iteration 5 lambda =  0.4579797 
## Iteration 6 lambda =  0.4579748 
## Iteration 7 lambda =  0.4579743 
## Iteration 8 lambda =  0.4579743 
## Iteration 1 lambda =  0.5726222 
## Iteration 2 lambda =  0.5298844 
## Iteration 3 lambda =  0.5256106 
## Iteration 4 lambda =  0.5251833 
## Iteration 5 lambda =  0.5251405 
## Iteration 6 lambda =  0.5251363 
## Iteration 7 lambda =  0.5251358 
## Iteration 8 lambda =  0.5251358 
## Iteration 1 lambda =  0.5120629 
## Iteration 2 lambda =  0.4632692 
## Iteration 3 lambda =  0.4583898 
## Iteration 4 lambda =  0.4579019 
## Iteration 5 lambda =  0.4578531 
## Iteration 6 lambda =  0.4578482 
## Iteration 7 lambda =  0.4578477 
## Iteration 8 lambda =  0.4578477 
## Iteration 1 lambda =  0.5772789 
## Iteration 2 lambda =  0.5350068 
## Iteration 3 lambda =  0.5307796 
## Iteration 4 lambda =  0.5303569 
## Iteration 5 lambda =  0.5303146 
## Iteration 6 lambda =  0.5303104 
## Iteration 7 lambda =  0.53031 
## Iteration 8 lambda =  0.5303099 
## Iteration 1 lambda =  0.533175 
## Iteration 2 lambda =  0.4864925 
## Iteration 3 lambda =  0.4818243 
## Iteration 4 lambda =  0.4813574 
## Iteration 5 lambda =  0.4813108 
## Iteration 6 lambda =  0.4813061 
## Iteration 7 lambda =  0.4813056 
## Iteration 8 lambda =  0.4813056 
## Iteration 1 lambda =  0.5421848 
## Iteration 2 lambda =  0.4964033 
## Iteration 3 lambda =  0.4918252 
## Iteration 4 lambda =  0.4913674 
## Iteration 5 lambda =  0.4913216 
## Iteration 6 lambda =  0.491317 
## Iteration 7 lambda =  0.4913165 
## Iteration 8 lambda =  0.4913165 
## Iteration 1 lambda =  0.5442133 
## Iteration 2 lambda =  0.4986346 
## Iteration 3 lambda =  0.4940768 
## Iteration 4 lambda =  0.493621 
## Iteration 5 lambda =  0.4935754 
## Iteration 6 lambda =  0.4935708 
## Iteration 7 lambda =  0.4935704 
## Iteration 8 lambda =  0.4935703 
## Iteration 1 lambda =  0.5407883 
## Iteration 2 lambda =  0.4948671 
## Iteration 3 lambda =  0.490275 
## Iteration 4 lambda =  0.4898158 
## Iteration 5 lambda =  0.4897698 
## Iteration 6 lambda =  0.4897653 
## Iteration 7 lambda =  0.4897648 
## Iteration 8 lambda =  0.4897648 
## Iteration 1 lambda =  0.5249807 
## Iteration 2 lambda =  0.4774787 
## Iteration 3 lambda =  0.4727285 
## Iteration 4 lambda =  0.4722535 
## Iteration 5 lambda =  0.472206 
## Iteration 6 lambda =  0.4722013 
## Iteration 7 lambda =  0.4722008 
## Iteration 8 lambda =  0.4722008 
## Iteration 1 lambda =  0.6243173 
## Iteration 2 lambda =  0.586749 
## Iteration 3 lambda =  0.5829922 
## Iteration 4 lambda =  0.5826165 
## Iteration 5 lambda =  0.5825789 
## Iteration 6 lambda =  0.5825752 
## Iteration 7 lambda =  0.5825748 
## Iteration 8 lambda =  0.5825747 
## Iteration 1 lambda =  0.5717525 
## Iteration 2 lambda =  0.5289277 
## Iteration 3 lambda =  0.5246452 
## Iteration 4 lambda =  0.524217 
## Iteration 5 lambda =  0.5241741 
## Iteration 6 lambda =  0.5241699 
## Iteration 7 lambda =  0.5241694 
## Iteration 8 lambda =  0.5241694 
## Iteration 1 lambda =  0.4509889 
## Iteration 2 lambda =  0.3960878 
## Iteration 3 lambda =  0.3905977 
## Iteration 4 lambda =  0.3900487 
## Iteration 5 lambda =  0.3899938 
## Iteration 6 lambda =  0.3899883 
## Iteration 7 lambda =  0.3899877 
## Iteration 8 lambda =  0.3899877 
## Iteration 1 lambda =  0.5447232 
## Iteration 2 lambda =  0.4991955 
## Iteration 3 lambda =  0.4946427 
## Iteration 4 lambda =  0.4941875 
## Iteration 5 lambda =  0.4941419 
## Iteration 6 lambda =  0.4941374 
## Iteration 7 lambda =  0.4941369 
## Iteration 8 lambda =  0.4941369 
## Iteration 1 lambda =  0.6556505 
## Iteration 2 lambda =  0.6212156 
## Iteration 3 lambda =  0.6177721 
## Iteration 4 lambda =  0.6174277 
## Iteration 5 lambda =  0.6173933 
## Iteration 6 lambda =  0.6173898 
## Iteration 7 lambda =  0.6173895 
## Iteration 8 lambda =  0.6173895 
## Iteration 1 lambda =  0.5113677 
## Iteration 2 lambda =  0.4625044 
## Iteration 3 lambda =  0.4576181 
## Iteration 4 lambda =  0.4571295 
## Iteration 5 lambda =  0.4570806 
## Iteration 6 lambda =  0.4570757 
## Iteration 7 lambda =  0.4570752 
## Iteration 8 lambda =  0.4570752 
## Iteration 1 lambda =  0.6198622 
## Iteration 2 lambda =  0.5818484 
## Iteration 3 lambda =  0.578047 
## Iteration 4 lambda =  0.5776669 
## Iteration 5 lambda =  0.5776289 
## Iteration 6 lambda =  0.5776251 
## Iteration 7 lambda =  0.5776247 
## Iteration 8 lambda =  0.5776246 
## Iteration 1 lambda =  0.5163749 
## Iteration 2 lambda =  0.4680124 
## Iteration 3 lambda =  0.4631761 
## Iteration 4 lambda =  0.4626925 
## Iteration 5 lambda =  0.4626441 
## Iteration 6 lambda =  0.4626393 
## Iteration 7 lambda =  0.4626388 
## Iteration 8 lambda =  0.4626388 
## Iteration 1 lambda =  0.5708588 
## Iteration 2 lambda =  0.5279446 
## Iteration 3 lambda =  0.5236532 
## Iteration 4 lambda =  0.5232241 
## Iteration 5 lambda =  0.5231812 
## Iteration 6 lambda =  0.5231769 
## Iteration 7 lambda =  0.5231765 
## Iteration 8 lambda =  0.5231764 
## Iteration 1 lambda =  0.4279301 
## Iteration 2 lambda =  0.3707231 
## Iteration 3 lambda =  0.3650024 
## Iteration 4 lambda =  0.3644303 
## Iteration 5 lambda =  0.3643731 
## Iteration 6 lambda =  0.3643674 
## Iteration 7 lambda =  0.3643668 
## Iteration 8 lambda =  0.3643668 
## Iteration 1 lambda =  0.4905518 
## Iteration 2 lambda =  0.439607 
## Iteration 3 lambda =  0.4345125 
## Iteration 4 lambda =  0.434003 
## Iteration 5 lambda =  0.4339521 
## Iteration 6 lambda =  0.433947 
## Iteration 7 lambda =  0.4339465 
## Iteration 8 lambda =  0.4339464 
## Iteration 1 lambda =  0.5872512 
## Iteration 2 lambda =  0.5459764 
## Iteration 3 lambda =  0.5418489 
## Iteration 4 lambda =  0.5414361 
## Iteration 5 lambda =  0.5413949 
## Iteration 6 lambda =  0.5413907 
## Iteration 7 lambda =  0.5413903 
## Iteration 8 lambda =  0.5413903 
## Iteration 1 lambda =  0.5391373 
## Iteration 2 lambda =  0.493051 
## Iteration 3 lambda =  0.4884424 
## Iteration 4 lambda =  0.4879815 
## Iteration 5 lambda =  0.4879354 
## Iteration 6 lambda =  0.4879308 
## Iteration 7 lambda =  0.4879303 
## Iteration 8 lambda =  0.4879303 
## Iteration 1 lambda =  0.5652631 
## Iteration 2 lambda =  0.5217894 
## Iteration 3 lambda =  0.517442 
## Iteration 4 lambda =  0.5170073 
## Iteration 5 lambda =  0.5169638 
## Iteration 6 lambda =  0.5169594 
## Iteration 7 lambda =  0.516959 
## Iteration 8 lambda =  0.516959 
## Iteration 1 lambda =  0.5444656 
## Iteration 2 lambda =  0.4989122 
## Iteration 3 lambda =  0.4943568 
## Iteration 4 lambda =  0.4939013 
## Iteration 5 lambda =  0.4938557 
## Iteration 6 lambda =  0.4938512 
## Iteration 7 lambda =  0.4938507 
## Iteration 8 lambda =  0.4938507 
## Iteration 1 lambda =  0.5309037 
## Iteration 2 lambda =  0.4839941 
## Iteration 3 lambda =  0.4793031 
## Iteration 4 lambda =  0.478834 
## Iteration 5 lambda =  0.4787871 
## Iteration 6 lambda =  0.4787824 
## Iteration 7 lambda =  0.478782 
## Iteration 8 lambda =  0.4787819 
## Iteration 1 lambda =  0.492595 
## Iteration 2 lambda =  0.4418545 
## Iteration 3 lambda =  0.4367804 
## Iteration 4 lambda =  0.436273 
## Iteration 5 lambda =  0.4362223 
## Iteration 6 lambda =  0.4362172 
## Iteration 7 lambda =  0.4362167 
## Iteration 8 lambda =  0.4362167 
## Iteration 1 lambda =  0.5469794 
## Iteration 2 lambda =  0.5016773 
## Iteration 3 lambda =  0.4971471 
## Iteration 4 lambda =  0.4966941 
## Iteration 5 lambda =  0.4966488 
## Iteration 6 lambda =  0.4966442 
## Iteration 7 lambda =  0.4966438 
## Iteration 8 lambda =  0.4966438 
## Iteration 1 lambda =  0.569679 
## Iteration 2 lambda =  0.5266469 
## Iteration 3 lambda =  0.5223437 
## Iteration 4 lambda =  0.5219134 
## Iteration 5 lambda =  0.5218704 
## Iteration 6 lambda =  0.5218661 
## Iteration 7 lambda =  0.5218656 
## Iteration 8 lambda =  0.5218656 
## Iteration 1 lambda =  0.6495023 
## Iteration 2 lambda =  0.6144525 
## Iteration 3 lambda =  0.6109475 
## Iteration 4 lambda =  0.610597 
## Iteration 5 lambda =  0.610562 
## Iteration 6 lambda =  0.6105585 
## Iteration 7 lambda =  0.6105581 
## Iteration 8 lambda =  0.6105581 
## Iteration 1 lambda =  0.4637806 
## Iteration 2 lambda =  0.4101587 
## Iteration 3 lambda =  0.4047965 
## Iteration 4 lambda =  0.4042603 
## Iteration 5 lambda =  0.4042066 
## Iteration 6 lambda =  0.4042013 
## Iteration 7 lambda =  0.4042007 
## Iteration 8 lambda =  0.4042007 
## Iteration 1 lambda =  0.5775124 
## Iteration 2 lambda =  0.5352637 
## Iteration 3 lambda =  0.5310388 
## Iteration 4 lambda =  0.5306163 
## Iteration 5 lambda =  0.530574 
## Iteration 6 lambda =  0.5305698 
## Iteration 7 lambda =  0.5305694 
## Iteration 8 lambda =  0.5305694 
## Iteration 1 lambda =  0.5636238 
## Iteration 2 lambda =  0.5199862 
## Iteration 3 lambda =  0.5156225 
## Iteration 4 lambda =  0.5151861 
## Iteration 5 lambda =  0.5151424 
## Iteration 6 lambda =  0.5151381 
## Iteration 7 lambda =  0.5151376 
## Iteration 8 lambda =  0.5151376 
## Iteration 1 lambda =  0.4819156 
## Iteration 2 lambda =  0.4301071 
## Iteration 3 lambda =  0.4249263 
## Iteration 4 lambda =  0.4244082 
## Iteration 5 lambda =  0.4243564 
## Iteration 6 lambda =  0.4243512 
## Iteration 7 lambda =  0.4243507 
## Iteration 8 lambda =  0.4243507 
## Iteration 1 lambda =  0.4796858 
## Iteration 2 lambda =  0.4276544 
## Iteration 3 lambda =  0.4224513 
## Iteration 4 lambda =  0.421931 
## Iteration 5 lambda =  0.4218789 
## Iteration 6 lambda =  0.4218737 
## Iteration 7 lambda =  0.4218732 
## Iteration 8 lambda =  0.4218732 
## Iteration 1 lambda =  0.5977756 
## Iteration 2 lambda =  0.5575532 
## Iteration 3 lambda =  0.5535309 
## Iteration 4 lambda =  0.5531287 
## Iteration 5 lambda =  0.5530885 
## Iteration 6 lambda =  0.5530845 
## Iteration 7 lambda =  0.5530841 
## Iteration 8 lambda =  0.553084 
## Iteration 1 lambda =  0.6191341 
## Iteration 2 lambda =  0.5810475 
## Iteration 3 lambda =  0.5772388 
## Iteration 4 lambda =  0.5768579 
## Iteration 5 lambda =  0.5768199 
## Iteration 6 lambda =  0.5768161 
## Iteration 7 lambda =  0.5768157 
## Iteration 8 lambda =  0.5768156 
## Iteration 1 lambda =  0.5098792 
## Iteration 2 lambda =  0.4608671 
## Iteration 3 lambda =  0.4559659 
## Iteration 4 lambda =  0.4554758 
## Iteration 5 lambda =  0.4554268 
## Iteration 6 lambda =  0.4554219 
## Iteration 7 lambda =  0.4554214 
## Iteration 8 lambda =  0.4554213 
## Iteration 1 lambda =  0.576493 
## Iteration 2 lambda =  0.5341423 
## Iteration 3 lambda =  0.5299072 
## Iteration 4 lambda =  0.5294837 
## Iteration 5 lambda =  0.5294413 
## Iteration 6 lambda =  0.5294371 
## Iteration 7 lambda =  0.5294367 
## Iteration 8 lambda =  0.5294366 
## Iteration 1 lambda =  0.5671478 
## Iteration 2 lambda =  0.5238626 
## Iteration 3 lambda =  0.5195341 
## Iteration 4 lambda =  0.5191013 
## Iteration 5 lambda =  0.519058 
## Iteration 6 lambda =  0.5190536 
## Iteration 7 lambda =  0.5190532 
## Iteration 8 lambda =  0.5190532 
## Iteration 1 lambda =  0.4861826 
## Iteration 2 lambda =  0.4348009 
## Iteration 3 lambda =  0.4296627 
## Iteration 4 lambda =  0.4291489 
## Iteration 5 lambda =  0.4290975 
## Iteration 6 lambda =  0.4290924 
## Iteration 7 lambda =  0.4290919 
## Iteration 8 lambda =  0.4290918 
## Iteration 1 lambda =  0.464538 
## Iteration 2 lambda =  0.4109918 
## Iteration 3 lambda =  0.4056372 
## Iteration 4 lambda =  0.4051017 
## Iteration 5 lambda =  0.4050481 
## Iteration 6 lambda =  0.4050428 
## Iteration 7 lambda =  0.4050423 
## Iteration 8 lambda =  0.4050422 
## Iteration 1 lambda =  0.6335178 
## Iteration 2 lambda =  0.5968696 
## Iteration 3 lambda =  0.5932048 
## Iteration 4 lambda =  0.5928383 
## Iteration 5 lambda =  0.5928017 
## Iteration 6 lambda =  0.592798 
## Iteration 7 lambda =  0.5927976 
## Iteration 8 lambda =  0.5927976 
## Iteration 1 lambda =  0.5350063 
## Iteration 2 lambda =  0.4885069 
## Iteration 3 lambda =  0.4838569 
## Iteration 4 lambda =  0.4833919 
## Iteration 5 lambda =  0.4833454 
## Iteration 6 lambda =  0.4833408 
## Iteration 7 lambda =  0.4833403 
## Iteration 8 lambda =  0.4833403 
## Iteration 1 lambda =  0.6078393 
## Iteration 2 lambda =  0.5686232 
## Iteration 3 lambda =  0.5647016 
## Iteration 4 lambda =  0.5643094 
## Iteration 5 lambda =  0.5642702 
## Iteration 6 lambda =  0.5642663 
## Iteration 7 lambda =  0.5642659 
## Iteration 8 lambda =  0.5642658 
## Iteration 1 lambda =  0.5442459 
## Iteration 2 lambda =  0.4986705 
## Iteration 3 lambda =  0.494113 
## Iteration 4 lambda =  0.4936572 
## Iteration 5 lambda =  0.4936116 
## Iteration 6 lambda =  0.4936071 
## Iteration 7 lambda =  0.4936066 
## Iteration 8 lambda =  0.4936066 
## Iteration 1 lambda =  0.5184254 
## Iteration 2 lambda =  0.470268 
## Iteration 3 lambda =  0.4654522 
## Iteration 4 lambda =  0.4649706 
## Iteration 5 lambda =  0.4649225 
## Iteration 6 lambda =  0.4649177 
## Iteration 7 lambda =  0.4649172 
## Iteration 8 lambda =  0.4649171 
## Iteration 1 lambda =  0.4362692 
## Iteration 2 lambda =  0.3798961 
## Iteration 3 lambda =  0.3742588 
## Iteration 4 lambda =  0.373695 
## Iteration 5 lambda =  0.3736387 
## Iteration 6 lambda =  0.373633 
## Iteration 7 lambda =  0.3736325 
## Iteration 8 lambda =  0.3736324 
## Iteration 1 lambda =  0.5141392 
## Iteration 2 lambda =  0.4655532 
## Iteration 3 lambda =  0.4606945 
## Iteration 4 lambda =  0.4602087 
## Iteration 5 lambda =  0.4601601 
## Iteration 6 lambda =  0.4601552 
## Iteration 7 lambda =  0.4601548 
## Iteration 8 lambda =  0.4601547 
## Iteration 1 lambda =  0.5027528 
## Iteration 2 lambda =  0.4530281 
## Iteration 3 lambda =  0.4480556 
## Iteration 4 lambda =  0.4475584 
## Iteration 5 lambda =  0.4475087 
## Iteration 6 lambda =  0.4475037 
## Iteration 7 lambda =  0.4475032 
## Iteration 8 lambda =  0.4475032 
## Iteration 1 lambda =  0.531414 
## Iteration 2 lambda =  0.4845554 
## Iteration 3 lambda =  0.4798696 
## Iteration 4 lambda =  0.479401 
## Iteration 5 lambda =  0.4793541 
## Iteration 6 lambda =  0.4793495 
## Iteration 7 lambda =  0.479349 
## Iteration 8 lambda =  0.4793489 
## Iteration 1 lambda =  0.6547938 
## Iteration 2 lambda =  0.6202732 
## Iteration 3 lambda =  0.6168211 
## Iteration 4 lambda =  0.6164759 
## Iteration 5 lambda =  0.6164414 
## Iteration 6 lambda =  0.6164379 
## Iteration 7 lambda =  0.6164376 
## Iteration 8 lambda =  0.6164376 
## Iteration 1 lambda =  0.5741407 
## Iteration 2 lambda =  0.5315548 
## Iteration 3 lambda =  0.5272962 
## Iteration 4 lambda =  0.5268703 
## Iteration 5 lambda =  0.5268278 
## Iteration 6 lambda =  0.5268235 
## Iteration 7 lambda =  0.5268231 
## Iteration 8 lambda =  0.526823 
## Iteration 1 lambda =  0.6054592 
## Iteration 2 lambda =  0.5660052 
## Iteration 3 lambda =  0.5620598 
## Iteration 4 lambda =  0.5616652 
## Iteration 5 lambda =  0.5616258 
## Iteration 6 lambda =  0.5616218 
## Iteration 7 lambda =  0.5616214 
## Iteration 8 lambda =  0.5616214 
## Iteration 1 lambda =  0.5026751 
## Iteration 2 lambda =  0.4529426 
## Iteration 3 lambda =  0.4479693 
## Iteration 4 lambda =  0.447472 
## Iteration 5 lambda =  0.4474223 
## Iteration 6 lambda =  0.4474173 
## Iteration 7 lambda =  0.4474168 
## Iteration 8 lambda =  0.4474168 
## Iteration 1 lambda =  0.4895867 
## Iteration 2 lambda =  0.4385454 
## Iteration 3 lambda =  0.4334413 
## Iteration 4 lambda =  0.4329308 
## Iteration 5 lambda =  0.4328798 
## Iteration 6 lambda =  0.4328747 
## Iteration 7 lambda =  0.4328742 
## Iteration 8 lambda =  0.4328741 
## Iteration 1 lambda =  0.6202615 
## Iteration 2 lambda =  0.5822876 
## Iteration 3 lambda =  0.5784902 
## Iteration 4 lambda =  0.5781105 
## Iteration 5 lambda =  0.5780725 
## Iteration 6 lambda =  0.5780687 
## Iteration 7 lambda =  0.5780684 
## Iteration 8 lambda =  0.5780683 
## Iteration 1 lambda =  0.4829816 
## Iteration 2 lambda =  0.4312798 
## Iteration 3 lambda =  0.4261096 
## Iteration 4 lambda =  0.4255926 
## Iteration 5 lambda =  0.4255409 
## Iteration 6 lambda =  0.4255357 
## Iteration 7 lambda =  0.4255352 
## Iteration 8 lambda =  0.4255351 
## Iteration 1 lambda =  0.487682 
## Iteration 2 lambda =  0.4364502 
## Iteration 3 lambda =  0.431327 
## Iteration 4 lambda =  0.4308147 
## Iteration 5 lambda =  0.4307634 
## Iteration 6 lambda =  0.4307583 
## Iteration 7 lambda =  0.4307578 
## Iteration 8 lambda =  0.4307577 
## Iteration 1 lambda =  0.5346074 
## Iteration 2 lambda =  0.4880681 
## Iteration 3 lambda =  0.4834142 
## Iteration 4 lambda =  0.4829488 
## Iteration 5 lambda =  0.4829022 
## Iteration 6 lambda =  0.4828976 
## Iteration 7 lambda =  0.4828971 
## Iteration 8 lambda =  0.4828971 
## Iteration 1 lambda =  0.4645722 
## Iteration 2 lambda =  0.4110295 
## Iteration 3 lambda =  0.4056752 
## Iteration 4 lambda =  0.4051398 
## Iteration 5 lambda =  0.4050862 
## Iteration 6 lambda =  0.4050809 
## Iteration 7 lambda =  0.4050803 
## Iteration 8 lambda =  0.4050803 
## Iteration 1 lambda =  0.5879476 
## Iteration 2 lambda =  0.5467423 
## Iteration 3 lambda =  0.5426218 
## Iteration 4 lambda =  0.5422098 
## Iteration 5 lambda =  0.5421686 
## Iteration 6 lambda =  0.5421644 
## Iteration 7 lambda =  0.542164 
## Iteration 8 lambda =  0.542164 
## Iteration 1 lambda =  0.5621201 
## Iteration 2 lambda =  0.5183321 
## Iteration 3 lambda =  0.5139533 
## Iteration 4 lambda =  0.5135154 
## Iteration 5 lambda =  0.5134717 
## Iteration 6 lambda =  0.5134673 
## Iteration 7 lambda =  0.5134668 
## Iteration 8 lambda =  0.5134668 
## Iteration 1 lambda =  0.539792 
## Iteration 2 lambda =  0.4937712 
## Iteration 3 lambda =  0.4891691 
## Iteration 4 lambda =  0.4887089 
## Iteration 5 lambda =  0.4886629 
## Iteration 6 lambda =  0.4886583 
## Iteration 7 lambda =  0.4886578 
## Iteration 8 lambda =  0.4886578 
## Iteration 1 lambda =  0.5516551 
## Iteration 2 lambda =  0.5068206 
## Iteration 3 lambda =  0.5023372 
## Iteration 4 lambda =  0.5018888 
## Iteration 5 lambda =  0.501844 
## Iteration 6 lambda =  0.5018395 
## Iteration 7 lambda =  0.5018391 
## Iteration 8 lambda =  0.501839 
## Iteration 1 lambda =  0.5578937 
## Iteration 2 lambda =  0.5136831 
## Iteration 3 lambda =  0.509262 
## Iteration 4 lambda =  0.5088199 
## Iteration 5 lambda =  0.5087757 
## Iteration 6 lambda =  0.5087713 
## Iteration 7 lambda =  0.5087709 
## Iteration 8 lambda =  0.5087708 
## Iteration 1 lambda =  0.602363 
## Iteration 2 lambda =  0.5625993 
## Iteration 3 lambda =  0.5586229 
## Iteration 4 lambda =  0.5582253 
## Iteration 5 lambda =  0.5581855 
## Iteration 6 lambda =  0.5581816 
## Iteration 7 lambda =  0.5581812 
## Iteration 8 lambda =  0.5581811 
## Iteration 1 lambda =  0.564235 
## Iteration 2 lambda =  0.5206585 
## Iteration 3 lambda =  0.5163009 
## Iteration 4 lambda =  0.5158651 
## Iteration 5 lambda =  0.5158215 
## Iteration 6 lambda =  0.5158172 
## Iteration 7 lambda =  0.5158167 
## Iteration 8 lambda =  0.5158167 
## Iteration 1 lambda =  0.623994 
## Iteration 2 lambda =  0.5863934 
## Iteration 3 lambda =  0.5826334 
## Iteration 4 lambda =  0.5822574 
## Iteration 5 lambda =  0.5822198 
## Iteration 6 lambda =  0.582216 
## Iteration 7 lambda =  0.5822156 
## Iteration 8 lambda =  0.5822156 
## Iteration 1 lambda =  0.5318431 
## Iteration 2 lambda =  0.4850274 
## Iteration 3 lambda =  0.4803458 
## Iteration 4 lambda =  0.4798776 
## Iteration 5 lambda =  0.4798308 
## Iteration 6 lambda =  0.4798261 
## Iteration 7 lambda =  0.4798257 
## Iteration 8 lambda =  0.4798256 
## Iteration 1 lambda =  0.6072708 
## Iteration 2 lambda =  0.5679978 
## Iteration 3 lambda =  0.5640705 
## Iteration 4 lambda =  0.5636778 
## Iteration 5 lambda =  0.5636385 
## Iteration 6 lambda =  0.5636346 
## Iteration 7 lambda =  0.5636342 
## Iteration 8 lambda =  0.5636342 
## Iteration 1 lambda =  0.474434 
## Iteration 2 lambda =  0.4218774 
## Iteration 3 lambda =  0.4166217 
## Iteration 4 lambda =  0.4160961 
## Iteration 5 lambda =  0.4160436 
## Iteration 6 lambda =  0.4160383 
## Iteration 7 lambda =  0.4160378 
## Iteration 8 lambda =  0.4160377 
## Iteration 1 lambda =  0.4661092 
## Iteration 2 lambda =  0.4127202 
## Iteration 3 lambda =  0.4073812 
## Iteration 4 lambda =  0.4068474 
## Iteration 5 lambda =  0.406794 
## Iteration 6 lambda =  0.4067886 
## Iteration 7 lambda =  0.4067881 
## Iteration 8 lambda =  0.406788 
## Iteration 1 lambda =  0.5429081 
## Iteration 2 lambda =  0.4971989 
## Iteration 3 lambda =  0.492628 
## Iteration 4 lambda =  0.4921709 
## Iteration 5 lambda =  0.4921252 
## Iteration 6 lambda =  0.4921206 
## Iteration 7 lambda =  0.4921202 
## Iteration 8 lambda =  0.4921201 
## Iteration 1 lambda =  0.5256001 
## Iteration 2 lambda =  0.4781601 
## Iteration 3 lambda =  0.4734161 
## Iteration 4 lambda =  0.4729417 
## Iteration 5 lambda =  0.4728942 
## Iteration 6 lambda =  0.4728895 
## Iteration 7 lambda =  0.472889 
## Iteration 8 lambda =  0.472889 
## Iteration 1 lambda =  0.4761733 
## Iteration 2 lambda =  0.4237907 
## Iteration 3 lambda =  0.4185524 
## Iteration 4 lambda =  0.4180286 
## Iteration 5 lambda =  0.4179762 
## Iteration 6 lambda =  0.4179709 
## Iteration 7 lambda =  0.4179704 
## Iteration 8 lambda =  0.4179704 
## Iteration 1 lambda =  0.5426036 
## Iteration 2 lambda =  0.496864 
## Iteration 3 lambda =  0.49229 
## Iteration 4 lambda =  0.4918326 
## Iteration 5 lambda =  0.4917869 
## Iteration 6 lambda =  0.4917823 
## Iteration 7 lambda =  0.4917819 
## Iteration 8 lambda =  0.4917818 
## Iteration 1 lambda =  0.5758492 
## Iteration 2 lambda =  0.5334341 
## Iteration 3 lambda =  0.5291926 
## Iteration 4 lambda =  0.5287684 
## Iteration 5 lambda =  0.528726 
## Iteration 6 lambda =  0.5287218 
## Iteration 7 lambda =  0.5287214 
## Iteration 8 lambda =  0.5287213 
## Iteration 1 lambda =  0.5293501 
## Iteration 2 lambda =  0.4822851 
## Iteration 3 lambda =  0.4775786 
## Iteration 4 lambda =  0.477108 
## Iteration 5 lambda =  0.4770609 
## Iteration 6 lambda =  0.4770562 
## Iteration 7 lambda =  0.4770557 
## Iteration 8 lambda =  0.4770557 
## Iteration 1 lambda =  0.4624997 
## Iteration 2 lambda =  0.4087497 
## Iteration 3 lambda =  0.4033747 
## Iteration 4 lambda =  0.4028372 
## Iteration 5 lambda =  0.4027834 
## Iteration 6 lambda =  0.402778 
## Iteration 7 lambda =  0.4027775 
## Iteration 8 lambda =  0.4027774 
## Iteration 1 lambda =  0.502705 
## Iteration 2 lambda =  0.4529755 
## Iteration 3 lambda =  0.4480025 
## Iteration 4 lambda =  0.4475052 
## Iteration 5 lambda =  0.4474555 
## Iteration 6 lambda =  0.4474505 
## Iteration 7 lambda =  0.44745 
## Iteration 8 lambda =  0.44745 
## Iteration 1 lambda =  0.5677672 
## Iteration 2 lambda =  0.524544 
## Iteration 3 lambda =  0.5202216 
## Iteration 4 lambda =  0.5197894 
## Iteration 5 lambda =  0.5197462 
## Iteration 6 lambda =  0.5197419 
## Iteration 7 lambda =  0.5197414 
## Iteration 8 lambda =  0.5197414 
## Iteration 1 lambda =  0.4767887 
## Iteration 2 lambda =  0.4244675 
## Iteration 3 lambda =  0.4192354 
## Iteration 4 lambda =  0.4187122 
## Iteration 5 lambda =  0.4186599 
## Iteration 6 lambda =  0.4186547 
## Iteration 7 lambda =  0.4186541 
## Iteration 8 lambda =  0.4186541 
## Iteration 1 lambda =  0.5643083 
## Iteration 2 lambda =  0.5207392 
## Iteration 3 lambda =  0.5163822 
## Iteration 4 lambda =  0.5159465 
## Iteration 5 lambda =  0.515903 
## Iteration 6 lambda =  0.5158986 
## Iteration 7 lambda =  0.5158982 
## Iteration 8 lambda =  0.5158981 
## Iteration 1 lambda =  0.5693866 
## Iteration 2 lambda =  0.5263253 
## Iteration 3 lambda =  0.5220191 
## Iteration 4 lambda =  0.5215885 
## Iteration 5 lambda =  0.5215455 
## Iteration 6 lambda =  0.5215412 
## Iteration 7 lambda =  0.5215407 
## Iteration 8 lambda =  0.5215407 
## Iteration 1 lambda =  0.5360368 
## Iteration 2 lambda =  0.4896405 
## Iteration 3 lambda =  0.4850008 
## Iteration 4 lambda =  0.4845369 
## Iteration 5 lambda =  0.4844905 
## Iteration 6 lambda =  0.4844858 
## Iteration 7 lambda =  0.4844854 
## Iteration 8 lambda =  0.4844853 
## Iteration 1 lambda =  0.5413128 
## Iteration 2 lambda =  0.4954441 
## Iteration 3 lambda =  0.4908572 
## Iteration 4 lambda =  0.4903985 
## Iteration 5 lambda =  0.4903527 
## Iteration 6 lambda =  0.4903481 
## Iteration 7 lambda =  0.4903476 
## Iteration 8 lambda =  0.4903476 
## Iteration 1 lambda =  0.7067143 
## Iteration 2 lambda =  0.6773857 
## Iteration 3 lambda =  0.6744529 
## Iteration 4 lambda =  0.6741596 
## Iteration 5 lambda =  0.6741302 
## Iteration 6 lambda =  0.6741273 
## Iteration 7 lambda =  0.674127 
## Iteration 8 lambda =  0.674127 
## Iteration 1 lambda =  0.6089686 
## Iteration 2 lambda =  0.5698655 
## Iteration 3 lambda =  0.5659552 
## Iteration 4 lambda =  0.5655641 
## Iteration 5 lambda =  0.565525 
## Iteration 6 lambda =  0.5655211 
## Iteration 7 lambda =  0.5655207 
## Iteration 8 lambda =  0.5655207 
## Iteration 1 lambda =  0.5357139 
## Iteration 2 lambda =  0.4892853 
## Iteration 3 lambda =  0.4846425 
## Iteration 4 lambda =  0.4841782 
## Iteration 5 lambda =  0.4841317 
## Iteration 6 lambda =  0.4841271 
## Iteration 7 lambda =  0.4841266 
## Iteration 8 lambda =  0.4841266 
## Iteration 1 lambda =  0.4281881 
## Iteration 2 lambda =  0.3710069 
## Iteration 3 lambda =  0.3652888 
## Iteration 4 lambda =  0.364717 
## Iteration 5 lambda =  0.3646598 
## Iteration 6 lambda =  0.3646541 
## Iteration 7 lambda =  0.3646535 
## Iteration 8 lambda =  0.3646535 
## Iteration 1 lambda =  0.5996382 
## Iteration 2 lambda =  0.559602 
## Iteration 3 lambda =  0.5555984 
## Iteration 4 lambda =  0.555198 
## Iteration 5 lambda =  0.555158 
## Iteration 6 lambda =  0.555154 
## Iteration 7 lambda =  0.5551536 
## Iteration 8 lambda =  0.5551536 
## Iteration 1 lambda =  0.5903162 
## Iteration 2 lambda =  0.5493478 
## Iteration 3 lambda =  0.545251 
## Iteration 4 lambda =  0.5448413 
## Iteration 5 lambda =  0.5448003 
## Iteration 6 lambda =  0.5447962 
## Iteration 7 lambda =  0.5447958 
## Iteration 8 lambda =  0.5447958 
## Iteration 1 lambda =  0.5448667 
## Iteration 2 lambda =  0.4993534 
## Iteration 3 lambda =  0.4948021 
## Iteration 4 lambda =  0.4943469 
## Iteration 5 lambda =  0.4943014 
## Iteration 6 lambda =  0.4942969 
## Iteration 7 lambda =  0.4942964 
## Iteration 8 lambda =  0.4942964 
## Iteration 1 lambda =  0.5612302 
## Iteration 2 lambda =  0.5173532 
## Iteration 3 lambda =  0.5129655 
## Iteration 4 lambda =  0.5125268 
## Iteration 5 lambda =  0.5124829 
## Iteration 6 lambda =  0.5124785 
## Iteration 7 lambda =  0.5124781 
## Iteration 8 lambda =  0.512478 
## Iteration 1 lambda =  0.5232829 
## Iteration 2 lambda =  0.4756111 
## Iteration 3 lambda =  0.470844 
## Iteration 4 lambda =  0.4703673 
## Iteration 5 lambda =  0.4703196 
## Iteration 6 lambda =  0.4703148 
## Iteration 7 lambda =  0.4703143 
## Iteration 8 lambda =  0.4703143 
## Iteration 1 lambda =  0.439264 
## Iteration 2 lambda =  0.3831905 
## Iteration 3 lambda =  0.3775831 
## Iteration 4 lambda =  0.3770224 
## Iteration 5 lambda =  0.3769663 
## Iteration 6 lambda =  0.3769607 
## Iteration 7 lambda =  0.3769601 
## Iteration 8 lambda =  0.3769601 
## Iteration 1 lambda =  0.4911538 
## Iteration 2 lambda =  0.4402692 
## Iteration 3 lambda =  0.4351807 
## Iteration 4 lambda =  0.4346718 
## Iteration 5 lambda =  0.434621 
## Iteration 6 lambda =  0.4346159 
## Iteration 7 lambda =  0.4346154 
## Iteration 8 lambda =  0.4346153 
## Iteration 1 lambda =  0.4962172 
## Iteration 2 lambda =  0.4458389 
## Iteration 3 lambda =  0.440801 
## Iteration 4 lambda =  0.4402973 
## Iteration 5 lambda =  0.4402469 
## Iteration 6 lambda =  0.4402418 
## Iteration 7 lambda =  0.4402413 
## Iteration 8 lambda =  0.4402413 
## Iteration 1 lambda =  0.5414696 
## Iteration 2 lambda =  0.4956166 
## Iteration 3 lambda =  0.4910313 
## Iteration 4 lambda =  0.4905727 
## Iteration 5 lambda =  0.4905269 
## Iteration 6 lambda =  0.4905223 
## Iteration 7 lambda =  0.4905218 
## Iteration 8 lambda =  0.4905218 
## Iteration 1 lambda =  0.5457732 
## Iteration 2 lambda =  0.5003505 
## Iteration 3 lambda =  0.4958082 
## Iteration 4 lambda =  0.495354 
## Iteration 5 lambda =  0.4953086 
## Iteration 6 lambda =  0.495304 
## Iteration 7 lambda =  0.4953036 
## Iteration 8 lambda =  0.4953035 
## Iteration 1 lambda =  0.4904596 
## Iteration 2 lambda =  0.4395056 
## Iteration 3 lambda =  0.4344102 
## Iteration 4 lambda =  0.4339007 
## Iteration 5 lambda =  0.4338497 
## Iteration 6 lambda =  0.4338446 
## Iteration 7 lambda =  0.4338441 
## Iteration 8 lambda =  0.4338441 
## Iteration 1 lambda =  0.4941208 
## Iteration 2 lambda =  0.4435328 
## Iteration 3 lambda =  0.438474 
## Iteration 4 lambda =  0.4379682 
## Iteration 5 lambda =  0.4379176 
## Iteration 6 lambda =  0.4379125 
## Iteration 7 lambda =  0.437912 
## Iteration 8 lambda =  0.437912 
## Iteration 1 lambda =  0.5663814 
## Iteration 2 lambda =  0.5230195 
## Iteration 3 lambda =  0.5186833 
## Iteration 4 lambda =  0.5182497 
## Iteration 5 lambda =  0.5182064 
## Iteration 6 lambda =  0.518202 
## Iteration 7 lambda =  0.5182016 
## Iteration 8 lambda =  0.5182016 
## Iteration 1 lambda =  0.4975742 
## Iteration 2 lambda =  0.4473316 
## Iteration 3 lambda =  0.4423074 
## Iteration 4 lambda =  0.441805 
## Iteration 5 lambda =  0.4417547 
## Iteration 6 lambda =  0.4417497 
## Iteration 7 lambda =  0.4417492 
## Iteration 8 lambda =  0.4417491 
## Iteration 1 lambda =  0.6102993 
## Iteration 2 lambda =  0.5713292 
## Iteration 3 lambda =  0.5674322 
## Iteration 4 lambda =  0.5670425 
## Iteration 5 lambda =  0.5670035 
## Iteration 6 lambda =  0.5669996 
## Iteration 7 lambda =  0.5669993 
## Iteration 8 lambda =  0.5669992 
## Iteration 1 lambda =  0.5904309 
## Iteration 2 lambda =  0.5494739 
## Iteration 3 lambda =  0.5453783 
## Iteration 4 lambda =  0.5449687 
## Iteration 5 lambda =  0.5449277 
## Iteration 6 lambda =  0.5449236 
## Iteration 7 lambda =  0.5449232 
## Iteration 8 lambda =  0.5449232 
## Iteration 1 lambda =  0.5071988 
## Iteration 2 lambda =  0.4579187 
## Iteration 3 lambda =  0.4529907 
## Iteration 4 lambda =  0.4524979 
## Iteration 5 lambda =  0.4524486 
## Iteration 6 lambda =  0.4524437 
## Iteration 7 lambda =  0.4524432 
## Iteration 8 lambda =  0.4524432 
## Iteration 1 lambda =  0.5582202 
## Iteration 2 lambda =  0.5140422 
## Iteration 3 lambda =  0.5096244 
## Iteration 4 lambda =  0.5091826 
## Iteration 5 lambda =  0.5091385 
## Iteration 6 lambda =  0.509134 
## Iteration 7 lambda =  0.5091336 
## Iteration 8 lambda =  0.5091336 
## Iteration 1 lambda =  0.4988969 
## Iteration 2 lambda =  0.4487866 
## Iteration 3 lambda =  0.4437756 
## Iteration 4 lambda =  0.4432745 
## Iteration 5 lambda =  0.4432244 
## Iteration 6 lambda =  0.4432193 
## Iteration 7 lambda =  0.4432188 
## Iteration 8 lambda =  0.4432188 
## Iteration 1 lambda =  0.5173435 
## Iteration 2 lambda =  0.4690778 
## Iteration 3 lambda =  0.4642513 
## Iteration 4 lambda =  0.4637686 
## Iteration 5 lambda =  0.4637203 
## Iteration 6 lambda =  0.4637155 
## Iteration 7 lambda =  0.463715 
## Iteration 8 lambda =  0.463715 
## Iteration 1 lambda =  0.5273096 
## Iteration 2 lambda =  0.4800405 
## Iteration 3 lambda =  0.4753136 
## Iteration 4 lambda =  0.474841 
## Iteration 5 lambda =  0.4747937 
## Iteration 6 lambda =  0.474789 
## Iteration 7 lambda =  0.4747885 
## Iteration 8 lambda =  0.4747884 
## Iteration 1 lambda =  0.4626271 
## Iteration 2 lambda =  0.4088898 
## Iteration 3 lambda =  0.403516 
## Iteration 4 lambda =  0.4029787 
## Iteration 5 lambda =  0.4029249 
## Iteration 6 lambda =  0.4029196 
## Iteration 7 lambda =  0.402919 
## Iteration 8 lambda =  0.402919 
## Iteration 1 lambda =  0.5435464 
## Iteration 2 lambda =  0.4979011 
## Iteration 3 lambda =  0.4933365 
## Iteration 4 lambda =  0.4928801 
## Iteration 5 lambda =  0.4928344 
## Iteration 6 lambda =  0.4928299 
## Iteration 7 lambda =  0.4928294 
## Iteration 8 lambda =  0.4928294 
## Iteration 1 lambda =  0.5364462 
## Iteration 2 lambda =  0.4900908 
## Iteration 3 lambda =  0.4854553 
## Iteration 4 lambda =  0.4849917 
## Iteration 5 lambda =  0.4849454 
## Iteration 6 lambda =  0.4849407 
## Iteration 7 lambda =  0.4849403 
## Iteration 8 lambda =  0.4849402 
## Iteration 1 lambda =  0.5806691 
## Iteration 2 lambda =  0.538736 
## Iteration 3 lambda =  0.5345427 
## Iteration 4 lambda =  0.5341234 
## Iteration 5 lambda =  0.5340814 
## Iteration 6 lambda =  0.5340772 
## Iteration 7 lambda =  0.5340768 
## Iteration 8 lambda =  0.5340768 
## Iteration 1 lambda =  0.5467258 
## Iteration 2 lambda =  0.5013984 
## Iteration 3 lambda =  0.4968656 
## Iteration 4 lambda =  0.4964123 
## Iteration 5 lambda =  0.496367 
## Iteration 6 lambda =  0.4963625 
## Iteration 7 lambda =  0.496362 
## Iteration 8 lambda =  0.496362 
## Iteration 1 lambda =  0.5112454 
## Iteration 2 lambda =  0.46237 
## Iteration 3 lambda =  0.4574824 
## Iteration 4 lambda =  0.4569936 
## Iteration 5 lambda =  0.4569448 
## Iteration 6 lambda =  0.4569399 
## Iteration 7 lambda =  0.4569394 
## Iteration 8 lambda =  0.4569393 
## Iteration 1 lambda =  0.5431766 
## Iteration 2 lambda =  0.4974942 
## Iteration 3 lambda =  0.492926 
## Iteration 4 lambda =  0.4924692 
## Iteration 5 lambda =  0.4924235 
## Iteration 6 lambda =  0.4924189 
## Iteration 7 lambda =  0.4924185 
## Iteration 8 lambda =  0.4924184 
## Iteration 1 lambda =  0.5617383 
## Iteration 2 lambda =  0.5179121 
## Iteration 3 lambda =  0.5135295 
## Iteration 4 lambda =  0.5130913 
## Iteration 5 lambda =  0.5130474 
## Iteration 6 lambda =  0.513043 
## Iteration 7 lambda =  0.5130426 
## Iteration 8 lambda =  0.5130426 
## Iteration 1 lambda =  0.4859021 
## Iteration 2 lambda =  0.4344923 
## Iteration 3 lambda =  0.4293513 
## Iteration 4 lambda =  0.4288372 
## Iteration 5 lambda =  0.4287858 
## Iteration 6 lambda =  0.4287806 
## Iteration 7 lambda =  0.4287801 
## Iteration 8 lambda =  0.4287801 
## Iteration 1 lambda =  0.5011564 
## Iteration 2 lambda =  0.451272 
## Iteration 3 lambda =  0.4462836 
## Iteration 4 lambda =  0.4457847 
## Iteration 5 lambda =  0.4457349 
## Iteration 6 lambda =  0.4457299 
## Iteration 7 lambda =  0.4457294 
## Iteration 8 lambda =  0.4457293 
## Iteration 1 lambda =  0.4946705 
## Iteration 2 lambda =  0.4441375 
## Iteration 3 lambda =  0.4390842 
## Iteration 4 lambda =  0.4385789 
## Iteration 5 lambda =  0.4385284 
## Iteration 6 lambda =  0.4385233 
## Iteration 7 lambda =  0.4385228 
## Iteration 8 lambda =  0.4385228 
## Iteration 1 lambda =  0.5941804 
## Iteration 2 lambda =  0.5535984 
## Iteration 3 lambda =  0.5495402 
## Iteration 4 lambda =  0.5491344 
## Iteration 5 lambda =  0.5490938 
## Iteration 6 lambda =  0.5490898 
## Iteration 7 lambda =  0.5490894 
## Iteration 8 lambda =  0.5490893 
## Iteration 1 lambda =  0.5666894 
## Iteration 2 lambda =  0.5233583 
## Iteration 3 lambda =  0.5190252 
## Iteration 4 lambda =  0.5185919 
## Iteration 5 lambda =  0.5185486 
## Iteration 6 lambda =  0.5185442 
## Iteration 7 lambda =  0.5185438 
## Iteration 8 lambda =  0.5185438 
## Iteration 1 lambda =  0.4677777 
## Iteration 2 lambda =  0.4145555 
## Iteration 3 lambda =  0.4092333 
## Iteration 4 lambda =  0.4087011 
## Iteration 5 lambda =  0.4086479 
## Iteration 6 lambda =  0.4086425 
## Iteration 7 lambda =  0.408642 
## Iteration 8 lambda =  0.4086419 
## Iteration 1 lambda =  0.5454309 
## Iteration 2 lambda =  0.4999739 
## Iteration 3 lambda =  0.4954282 
## Iteration 4 lambda =  0.4949737 
## Iteration 5 lambda =  0.4949282 
## Iteration 6 lambda =  0.4949237 
## Iteration 7 lambda =  0.4949232 
## Iteration 8 lambda =  0.4949232 
## Iteration 1 lambda =  0.6588226 
## Iteration 2 lambda =  0.6247048 
## Iteration 3 lambda =  0.6212931 
## Iteration 4 lambda =  0.6209519 
## Iteration 5 lambda =  0.6209178 
## Iteration 6 lambda =  0.6209143 
## Iteration 7 lambda =  0.620914 
## Iteration 8 lambda =  0.620914 
## Iteration 1 lambda =  0.5254895 
## Iteration 2 lambda =  0.4780384 
## Iteration 3 lambda =  0.4732933 
## Iteration 4 lambda =  0.4728188 
## Iteration 5 lambda =  0.4727714 
## Iteration 6 lambda =  0.4727666 
## Iteration 7 lambda =  0.4727662 
## Iteration 8 lambda =  0.4727661 
## Iteration 1 lambda =  0.5464352 
## Iteration 2 lambda =  0.5010787 
## Iteration 3 lambda =  0.4965431 
## Iteration 4 lambda =  0.4960895 
## Iteration 5 lambda =  0.4960441 
## Iteration 6 lambda =  0.4960396 
## Iteration 7 lambda =  0.4960391 
## Iteration 8 lambda =  0.4960391 
## Iteration 1 lambda =  0.5399534 
## Iteration 2 lambda =  0.4939488 
## Iteration 3 lambda =  0.4893483 
## Iteration 4 lambda =  0.4888882 
## Iteration 5 lambda =  0.4888422 
## Iteration 6 lambda =  0.4888376 
## Iteration 7 lambda =  0.4888372 
## Iteration 8 lambda =  0.4888371 
## Iteration 1 lambda =  0.6722412 
## Iteration 2 lambda =  0.6394653 
## Iteration 3 lambda =  0.6361878 
## Iteration 4 lambda =  0.63586 
## Iteration 5 lambda =  0.6358272 
## Iteration 6 lambda =  0.6358239 
## Iteration 7 lambda =  0.6358236 
## Iteration 8 lambda =  0.6358236 
## Iteration 1 lambda =  0.4911332 
## Iteration 2 lambda =  0.4402465 
## Iteration 3 lambda =  0.4351578 
## Iteration 4 lambda =  0.4346489 
## Iteration 5 lambda =  0.4345981 
## Iteration 6 lambda =  0.434593 
## Iteration 7 lambda =  0.4345925 
## Iteration 8 lambda =  0.4345924 
## Iteration 1 lambda =  0.448417 
## Iteration 2 lambda =  0.3932587 
## Iteration 3 lambda =  0.3877429 
## Iteration 4 lambda =  0.3871913 
## Iteration 5 lambda =  0.3871361 
## Iteration 6 lambda =  0.3871306 
## Iteration 7 lambda =  0.3871301 
## Iteration 8 lambda =  0.38713 
## Iteration 1 lambda =  0.4881914 
## Iteration 2 lambda =  0.4370105 
## Iteration 3 lambda =  0.4318924 
## Iteration 4 lambda =  0.4313806 
## Iteration 5 lambda =  0.4313294 
## Iteration 6 lambda =  0.4313243 
## Iteration 7 lambda =  0.4313238 
## Iteration 8 lambda =  0.4313238 
## Iteration 1 lambda =  0.4908618 
## Iteration 2 lambda =  0.439948 
## Iteration 3 lambda =  0.4348566 
## Iteration 4 lambda =  0.4343474 
## Iteration 5 lambda =  0.4342965 
## Iteration 6 lambda =  0.4342914 
## Iteration 7 lambda =  0.4342909 
## Iteration 8 lambda =  0.4342909 
## Iteration 1 lambda =  0.5229524 
## Iteration 2 lambda =  0.4752476 
## Iteration 3 lambda =  0.4704771 
## Iteration 4 lambda =  0.4700001 
## Iteration 5 lambda =  0.4699524 
## Iteration 6 lambda =  0.4699476 
## Iteration 7 lambda =  0.4699471 
## Iteration 8 lambda =  0.4699471 
## Iteration 1 lambda =  0.5396127 
## Iteration 2 lambda =  0.4935739 
## Iteration 3 lambda =  0.4889701 
## Iteration 4 lambda =  0.4885097 
## Iteration 5 lambda =  0.4884636 
## Iteration 6 lambda =  0.488459 
## Iteration 7 lambda =  0.4884586 
## Iteration 8 lambda =  0.4884585 
## Iteration 1 lambda =  0.4506568 
## Iteration 2 lambda =  0.3957225 
## Iteration 3 lambda =  0.3902291 
## Iteration 4 lambda =  0.3896797 
## Iteration 5 lambda =  0.3896248 
## Iteration 6 lambda =  0.3896193 
## Iteration 7 lambda =  0.3896187 
## Iteration 8 lambda =  0.3896187 
## Iteration 1 lambda =  0.5654709 
## Iteration 2 lambda =  0.522018 
## Iteration 3 lambda =  0.5176727 
## Iteration 4 lambda =  0.5172381 
## Iteration 5 lambda =  0.5171947 
## Iteration 6 lambda =  0.5171903 
## Iteration 7 lambda =  0.5171899 
## Iteration 8 lambda =  0.5171899 
## Iteration 1 lambda =  0.5200908 
## Iteration 2 lambda =  0.4720999 
## Iteration 3 lambda =  0.4673008 
## Iteration 4 lambda =  0.4668209 
## Iteration 5 lambda =  0.4667729 
## Iteration 6 lambda =  0.4667681 
## Iteration 7 lambda =  0.4667676 
## Iteration 8 lambda =  0.4667675 
## Iteration 1 lambda =  0.4812691 
## Iteration 2 lambda =  0.429396 
## Iteration 3 lambda =  0.4242087 
## Iteration 4 lambda =  0.42369 
## Iteration 5 lambda =  0.4236381 
## Iteration 6 lambda =  0.4236329 
## Iteration 7 lambda =  0.4236324 
## Iteration 8 lambda =  0.4236323 
## Iteration 1 lambda =  0.4394414 
## Iteration 2 lambda =  0.3833855 
## Iteration 3 lambda =  0.3777799 
## Iteration 4 lambda =  0.3772194 
## Iteration 5 lambda =  0.3771633 
## Iteration 6 lambda =  0.3771577 
## Iteration 7 lambda =  0.3771572 
## Iteration 8 lambda =  0.3771571 
## Iteration 1 lambda =  0.6152055 
## Iteration 2 lambda =  0.576726 
## Iteration 3 lambda =  0.5728781 
## Iteration 4 lambda =  0.5724933 
## Iteration 5 lambda =  0.5724548 
## Iteration 6 lambda =  0.572451 
## Iteration 7 lambda =  0.5724506 
## Iteration 8 lambda =  0.5724506 
## Iteration 1 lambda =  0.6174804 
## Iteration 2 lambda =  0.5792284 
## Iteration 3 lambda =  0.5754032 
## Iteration 4 lambda =  0.5750207 
## Iteration 5 lambda =  0.5749824 
## Iteration 6 lambda =  0.5749786 
## Iteration 7 lambda =  0.5749782 
## Iteration 8 lambda =  0.5749782 
## Iteration 1 lambda =  0.4381445 
## Iteration 2 lambda =  0.3819589 
## Iteration 3 lambda =  0.3763404 
## Iteration 4 lambda =  0.3757785 
## Iteration 5 lambda =  0.3757223 
## Iteration 6 lambda =  0.3757167 
## Iteration 7 lambda =  0.3757161 
## Iteration 8 lambda =  0.3757161 
## Iteration 1 lambda =  0.5781605 
## Iteration 2 lambda =  0.5359766 
## Iteration 3 lambda =  0.5317582 
## Iteration 4 lambda =  0.5313363 
## Iteration 5 lambda =  0.5312942 
## Iteration 6 lambda =  0.5312899 
## Iteration 7 lambda =  0.5312895 
## Iteration 8 lambda =  0.5312895 
## Iteration 1 lambda =  0.6837124 
## Iteration 2 lambda =  0.6520836 
## Iteration 3 lambda =  0.6489208 
## Iteration 4 lambda =  0.6486045 
## Iteration 5 lambda =  0.6485728 
## Iteration 6 lambda =  0.6485697 
## Iteration 7 lambda =  0.6485694 
## Iteration 8 lambda =  0.6485693 
## Iteration 1 lambda =  0.5964985 
## Iteration 2 lambda =  0.5561484 
## Iteration 3 lambda =  0.5521133 
## Iteration 4 lambda =  0.5517098 
## Iteration 5 lambda =  0.5516695 
## Iteration 6 lambda =  0.5516654 
## Iteration 7 lambda =  0.551665 
## Iteration 8 lambda =  0.551665 
## Iteration 1 lambda =  0.5596236 
## Iteration 2 lambda =  0.515586 
## Iteration 3 lambda =  0.5111822 
## Iteration 4 lambda =  0.5107418 
## Iteration 5 lambda =  0.5106978 
## Iteration 6 lambda =  0.5106934 
## Iteration 7 lambda =  0.510693 
## Iteration 8 lambda =  0.5106929 
## Iteration 1 lambda =  0.6043384 
## Iteration 2 lambda =  0.5647723 
## Iteration 3 lambda =  0.5608157 
## Iteration 4 lambda =  0.56042 
## Iteration 5 lambda =  0.5603804 
## Iteration 6 lambda =  0.5603765 
## Iteration 7 lambda =  0.5603761 
## Iteration 8 lambda =  0.5603761 
## Iteration 1 lambda =  0.5676402 
## Iteration 2 lambda =  0.5244042 
## Iteration 3 lambda =  0.5200806 
## Iteration 4 lambda =  0.5196483 
## Iteration 5 lambda =  0.5196051 
## Iteration 6 lambda =  0.5196007 
## Iteration 7 lambda =  0.5196003 
## Iteration 8 lambda =  0.5196003 
## Iteration 1 lambda =  0.6272418 
## Iteration 2 lambda =  0.5899659 
## Iteration 3 lambda =  0.5862383 
## Iteration 4 lambda =  0.5858656 
## Iteration 5 lambda =  0.5858283 
## Iteration 6 lambda =  0.5858246 
## Iteration 7 lambda =  0.5858242 
## Iteration 8 lambda =  0.5858242 
## Iteration 1 lambda =  0.6427807 
## Iteration 2 lambda =  0.6070588 
## Iteration 3 lambda =  0.6034866 
## Iteration 4 lambda =  0.6031294 
## Iteration 5 lambda =  0.6030937 
## Iteration 6 lambda =  0.6030901 
## Iteration 7 lambda =  0.6030898 
## Iteration 8 lambda =  0.6030897 
## Iteration 1 lambda =  0.5354845 
## Iteration 2 lambda =  0.489033 
## Iteration 3 lambda =  0.4843878 
## Iteration 4 lambda =  0.4839233 
## Iteration 5 lambda =  0.4838768 
## Iteration 6 lambda =  0.4838722 
## Iteration 7 lambda =  0.4838717 
## Iteration 8 lambda =  0.4838717 
## Iteration 1 lambda =  0.4717777 
## Iteration 2 lambda =  0.4189555 
## Iteration 3 lambda =  0.4136732 
## Iteration 4 lambda =  0.413145 
## Iteration 5 lambda =  0.4130922 
## Iteration 6 lambda =  0.4130869 
## Iteration 7 lambda =  0.4130864 
## Iteration 8 lambda =  0.4130863 
## Iteration 1 lambda =  0.643654 
## Iteration 2 lambda =  0.6080194 
## Iteration 3 lambda =  0.604456 
## Iteration 4 lambda =  0.6040996 
## Iteration 5 lambda =  0.604064 
## Iteration 6 lambda =  0.6040604 
## Iteration 7 lambda =  0.6040601 
## Iteration 8 lambda =  0.60406 
## Iteration 1 lambda =  0.5304088 
## Iteration 2 lambda =  0.4834497 
## Iteration 3 lambda =  0.4787538 
## Iteration 4 lambda =  0.4782842 
## Iteration 5 lambda =  0.4782372 
## Iteration 6 lambda =  0.4782325 
## Iteration 7 lambda =  0.4782321 
## Iteration 8 lambda =  0.478232 
## Iteration 1 lambda =  0.4420142 
## Iteration 2 lambda =  0.3862156 
## Iteration 3 lambda =  0.3806358 
## Iteration 4 lambda =  0.3800778 
## Iteration 5 lambda =  0.380022 
## Iteration 6 lambda =  0.3800164 
## Iteration 7 lambda =  0.3800159 
## Iteration 8 lambda =  0.3800158 
## Iteration 1 lambda =  0.489422 
## Iteration 2 lambda =  0.4383642 
## Iteration 3 lambda =  0.4332585 
## Iteration 4 lambda =  0.4327479 
## Iteration 5 lambda =  0.4326968 
## Iteration 6 lambda =  0.4326917 
## Iteration 7 lambda =  0.4326912 
## Iteration 8 lambda =  0.4326912 
## Iteration 1 lambda =  0.5459905 
## Iteration 2 lambda =  0.5005896 
## Iteration 3 lambda =  0.4960495 
## Iteration 4 lambda =  0.4955955 
## Iteration 5 lambda =  0.4955501 
## Iteration 6 lambda =  0.4955455 
## Iteration 7 lambda =  0.4955451 
## Iteration 8 lambda =  0.495545 
## Iteration 1 lambda =  0.5343626 
## Iteration 2 lambda =  0.4877988 
## Iteration 3 lambda =  0.4831425 
## Iteration 4 lambda =  0.4826768 
## Iteration 5 lambda =  0.4826303 
## Iteration 6 lambda =  0.4826256 
## Iteration 7 lambda =  0.4826251 
## Iteration 8 lambda =  0.4826251 
## Iteration 1 lambda =  0.6205245 
## Iteration 2 lambda =  0.5825769 
## Iteration 3 lambda =  0.5787821 
## Iteration 4 lambda =  0.5784027 
## Iteration 5 lambda =  0.5783647 
## Iteration 6 lambda =  0.5783609 
## Iteration 7 lambda =  0.5783605 
## Iteration 8 lambda =  0.5783605 
## Iteration 1 lambda =  0.5899029 
## Iteration 2 lambda =  0.5488932 
## Iteration 3 lambda =  0.5447922 
## Iteration 4 lambda =  0.5443821 
## Iteration 5 lambda =  0.5443411 
## Iteration 6 lambda =  0.544337 
## Iteration 7 lambda =  0.5443366 
## Iteration 8 lambda =  0.5443365 
## Iteration 1 lambda =  0.5300964 
## Iteration 2 lambda =  0.483106 
## Iteration 3 lambda =  0.478407 
## Iteration 4 lambda =  0.4779371 
## Iteration 5 lambda =  0.4778901 
## Iteration 6 lambda =  0.4778854 
## Iteration 7 lambda =  0.4778849 
## Iteration 8 lambda =  0.4778849 
## Iteration 1 lambda =  0.510067 
## Iteration 2 lambda =  0.4610737 
## Iteration 3 lambda =  0.4561744 
## Iteration 4 lambda =  0.4556844 
## Iteration 5 lambda =  0.4556354 
## Iteration 6 lambda =  0.4556305 
## Iteration 7 lambda =  0.4556301 
## Iteration 8 lambda =  0.45563 
## Iteration 1 lambda =  0.5712381 
## Iteration 2 lambda =  0.5283619 
## Iteration 3 lambda =  0.5240742 
## Iteration 4 lambda =  0.5236455 
## Iteration 5 lambda =  0.5236026 
## Iteration 6 lambda =  0.5235983 
## Iteration 7 lambda =  0.5235979 
## Iteration 8 lambda =  0.5235978 
## Iteration 1 lambda =  0.4864936 
## Iteration 2 lambda =  0.435143 
## Iteration 3 lambda =  0.4300079 
## Iteration 4 lambda =  0.4294944 
## Iteration 5 lambda =  0.4294431 
## Iteration 6 lambda =  0.429438 
## Iteration 7 lambda =  0.4294374 
## Iteration 8 lambda =  0.4294374 
## Iteration 1 lambda =  0.5757746 
## Iteration 2 lambda =  0.533352 
## Iteration 3 lambda =  0.5291098 
## Iteration 4 lambda =  0.5286856 
## Iteration 5 lambda =  0.5286431 
## Iteration 6 lambda =  0.5286389 
## Iteration 7 lambda =  0.5286385 
## Iteration 8 lambda =  0.5286384 
## Iteration 1 lambda =  0.5816223 
## Iteration 2 lambda =  0.5397846 
## Iteration 3 lambda =  0.5356008 
## Iteration 4 lambda =  0.5351824 
## Iteration 5 lambda =  0.5351406 
## Iteration 6 lambda =  0.5351364 
## Iteration 7 lambda =  0.535136 
## Iteration 8 lambda =  0.5351359 
## Iteration 1 lambda =  0.55823 
## Iteration 2 lambda =  0.514053 
## Iteration 3 lambda =  0.5096353 
## Iteration 4 lambda =  0.5091935 
## Iteration 5 lambda =  0.5091494 
## Iteration 6 lambda =  0.5091449 
## Iteration 7 lambda =  0.5091445 
## Iteration 8 lambda =  0.5091444 
## Iteration 1 lambda =  0.4626445 
## Iteration 2 lambda =  0.4089089 
## Iteration 3 lambda =  0.4035354 
## Iteration 4 lambda =  0.402998 
## Iteration 5 lambda =  0.4029443 
## Iteration 6 lambda =  0.4029389 
## Iteration 7 lambda =  0.4029384 
## Iteration 8 lambda =  0.4029383 
## Iteration 1 lambda =  0.4933692 
## Iteration 2 lambda =  0.4427062 
## Iteration 3 lambda =  0.4376399 
## Iteration 4 lambda =  0.4371332 
## Iteration 5 lambda =  0.4370826 
## Iteration 6 lambda =  0.4370775 
## Iteration 7 lambda =  0.437077 
## Iteration 8 lambda =  0.4370769 
## Iteration 1 lambda =  0.7352538 
## Iteration 2 lambda =  0.7087792 
## Iteration 3 lambda =  0.7061317 
## Iteration 4 lambda =  0.705867 
## Iteration 5 lambda =  0.7058405 
## Iteration 6 lambda =  0.7058379 
## Iteration 7 lambda =  0.7058376 
## Iteration 8 lambda =  0.7058376 
## Iteration 1 lambda =  0.5162576 
## Iteration 2 lambda =  0.4678834 
## Iteration 3 lambda =  0.463046 
## Iteration 4 lambda =  0.4625622 
## Iteration 5 lambda =  0.4625138 
## Iteration 6 lambda =  0.462509 
## Iteration 7 lambda =  0.4625085 
## Iteration 8 lambda =  0.4625085 
## Iteration 1 lambda =  0.5383434 
## Iteration 2 lambda =  0.4921777 
## Iteration 3 lambda =  0.4875612 
## Iteration 4 lambda =  0.4870995 
## Iteration 5 lambda =  0.4870533 
## Iteration 6 lambda =  0.4870487 
## Iteration 7 lambda =  0.4870483 
## Iteration 8 lambda =  0.4870482 
## Iteration 1 lambda =  0.6037939 
## Iteration 2 lambda =  0.5641733 
## Iteration 3 lambda =  0.5602112 
## Iteration 4 lambda =  0.559815 
## Iteration 5 lambda =  0.5597754 
## Iteration 6 lambda =  0.5597714 
## Iteration 7 lambda =  0.559771 
## Iteration 8 lambda =  0.559771 
## Iteration 1 lambda =  0.5048884 
## Iteration 2 lambda =  0.4553772 
## Iteration 3 lambda =  0.4504261 
## Iteration 4 lambda =  0.449931 
## Iteration 5 lambda =  0.4498815 
## Iteration 6 lambda =  0.4498765 
## Iteration 7 lambda =  0.449876 
## Iteration 8 lambda =  0.449876 
## Iteration 1 lambda =  0.5285833 
## Iteration 2 lambda =  0.4814416 
## Iteration 3 lambda =  0.4767274 
## Iteration 4 lambda =  0.476256 
## Iteration 5 lambda =  0.4762089 
## Iteration 6 lambda =  0.4762042 
## Iteration 7 lambda =  0.4762037 
## Iteration 8 lambda =  0.4762036 
## Iteration 1 lambda =  0.6256998 
## Iteration 2 lambda =  0.5882698 
## Iteration 3 lambda =  0.5845268 
## Iteration 4 lambda =  0.5841525 
## Iteration 5 lambda =  0.5841151 
## Iteration 6 lambda =  0.5841114 
## Iteration 7 lambda =  0.584111 
## Iteration 8 lambda =  0.5841109 
## Iteration 1 lambda =  0.5028288 
## Iteration 2 lambda =  0.4531116 
## Iteration 3 lambda =  0.4481399 
## Iteration 4 lambda =  0.4476428 
## Iteration 5 lambda =  0.447593 
## Iteration 6 lambda =  0.4475881 
## Iteration 7 lambda =  0.4475876 
## Iteration 8 lambda =  0.4475875 
## Iteration 1 lambda =  0.449925 
## Iteration 2 lambda =  0.3949175 
## Iteration 3 lambda =  0.3894167 
## Iteration 4 lambda =  0.3888667 
## Iteration 5 lambda =  0.3888117 
## Iteration 6 lambda =  0.3888061 
## Iteration 7 lambda =  0.3888056 
## Iteration 8 lambda =  0.3888055 
## Iteration 1 lambda =  0.540194 
## Iteration 2 lambda =  0.4942134 
## Iteration 3 lambda =  0.4896154 
## Iteration 4 lambda =  0.4891556 
## Iteration 5 lambda =  0.4891096 
## Iteration 6 lambda =  0.489105 
## Iteration 7 lambda =  0.4891045 
## Iteration 8 lambda =  0.4891045 
## Iteration 1 lambda =  0.5489561 
## Iteration 2 lambda =  0.5038517 
## Iteration 3 lambda =  0.4993413 
## Iteration 4 lambda =  0.4988902 
## Iteration 5 lambda =  0.4988451 
## Iteration 6 lambda =  0.4988406 
## Iteration 7 lambda =  0.4988402 
## Iteration 8 lambda =  0.4988401 
## Iteration 1 lambda =  0.5872893 
## Iteration 2 lambda =  0.5460182 
## Iteration 3 lambda =  0.5418911 
## Iteration 4 lambda =  0.5414784 
## Iteration 5 lambda =  0.5414371 
## Iteration 6 lambda =  0.541433 
## Iteration 7 lambda =  0.5414326 
## Iteration 8 lambda =  0.5414325 
## Iteration 1 lambda =  0.486037 
## Iteration 2 lambda =  0.4346407 
## Iteration 3 lambda =  0.4295011 
## Iteration 4 lambda =  0.4289871 
## Iteration 5 lambda =  0.4289357 
## Iteration 6 lambda =  0.4289306 
## Iteration 7 lambda =  0.42893 
## Iteration 8 lambda =  0.42893 
## Iteration 1 lambda =  0.5796831 
## Iteration 2 lambda =  0.5376514 
## Iteration 3 lambda =  0.5334483 
## Iteration 4 lambda =  0.5330279 
## Iteration 5 lambda =  0.5329859 
## Iteration 6 lambda =  0.5329817 
## Iteration 7 lambda =  0.5329813 
## Iteration 8 lambda =  0.5329812 
## Iteration 1 lambda =  0.6119026 
## Iteration 2 lambda =  0.5730928 
## Iteration 3 lambda =  0.5692119 
## Iteration 4 lambda =  0.5688238 
## Iteration 5 lambda =  0.5687849 
## Iteration 6 lambda =  0.5687811 
## Iteration 7 lambda =  0.5687807 
## Iteration 8 lambda =  0.5687806 
## Iteration 1 lambda =  0.6036298 
## Iteration 2 lambda =  0.5639928 
## Iteration 3 lambda =  0.5600291 
## Iteration 4 lambda =  0.5596328 
## Iteration 5 lambda =  0.5595931 
## Iteration 6 lambda =  0.5595892 
## Iteration 7 lambda =  0.5595888 
## Iteration 8 lambda =  0.5595887 
## Iteration 1 lambda =  0.6569134 
## Iteration 2 lambda =  0.6226048 
## Iteration 3 lambda =  0.6191739 
## Iteration 4 lambda =  0.6188308 
## Iteration 5 lambda =  0.6187965 
## Iteration 6 lambda =  0.6187931 
## Iteration 7 lambda =  0.6187927 
## Iteration 8 lambda =  0.6187927 
## Iteration 1 lambda =  0.6116243 
## Iteration 2 lambda =  0.5727867 
## Iteration 3 lambda =  0.568903 
## Iteration 4 lambda =  0.5685146 
## Iteration 5 lambda =  0.5684758 
## Iteration 6 lambda =  0.5684719 
## Iteration 7 lambda =  0.5684715 
## Iteration 8 lambda =  0.5684714 
## Iteration 1 lambda =  0.5504326 
## Iteration 2 lambda =  0.5054759 
## Iteration 3 lambda =  0.5009802 
## Iteration 4 lambda =  0.5005306 
## Iteration 5 lambda =  0.5004857 
## Iteration 6 lambda =  0.5004812 
## Iteration 7 lambda =  0.5004807 
## Iteration 8 lambda =  0.5004807 
## Iteration 1 lambda =  0.6962152 
## Iteration 2 lambda =  0.6658367 
## Iteration 3 lambda =  0.6627988 
## Iteration 4 lambda =  0.6624951 
## Iteration 5 lambda =  0.6624647 
## Iteration 6 lambda =  0.6624616 
## Iteration 7 lambda =  0.6624613 
## Iteration 8 lambda =  0.6624613 
## Iteration 1 lambda =  0.5245929 
## Iteration 2 lambda =  0.4770522 
## Iteration 3 lambda =  0.4722981 
## Iteration 4 lambda =  0.4718227 
## Iteration 5 lambda =  0.4717752 
## Iteration 6 lambda =  0.4717704 
## Iteration 7 lambda =  0.4717699 
## Iteration 8 lambda =  0.4717699 
## Iteration 1 lambda =  0.4758344 
## Iteration 2 lambda =  0.4234179 
## Iteration 3 lambda =  0.4181762 
## Iteration 4 lambda =  0.4176521 
## Iteration 5 lambda =  0.4175996 
## Iteration 6 lambda =  0.4175944 
## Iteration 7 lambda =  0.4175939 
## Iteration 8 lambda =  0.4175938 
## Iteration 1 lambda =  0.6114214 
## Iteration 2 lambda =  0.5725636 
## Iteration 3 lambda =  0.5686778 
## Iteration 4 lambda =  0.5682892 
## Iteration 5 lambda =  0.5682503 
## Iteration 6 lambda =  0.5682465 
## Iteration 7 lambda =  0.5682461 
## Iteration 8 lambda =  0.568246 
## Iteration 1 lambda =  0.4862589 
## Iteration 2 lambda =  0.4348848 
## Iteration 3 lambda =  0.4297474 
## Iteration 4 lambda =  0.4292336 
## Iteration 5 lambda =  0.4291823 
## Iteration 6 lambda =  0.4291771 
## Iteration 7 lambda =  0.4291766 
## Iteration 8 lambda =  0.4291766 
## Iteration 1 lambda =  0.539816 
## Iteration 2 lambda =  0.4937976 
## Iteration 3 lambda =  0.4891958 
## Iteration 4 lambda =  0.4887356 
## Iteration 5 lambda =  0.4886895 
## Iteration 6 lambda =  0.4886849 
## Iteration 7 lambda =  0.4886845 
## Iteration 8 lambda =  0.4886844 
## Iteration 1 lambda =  0.4557552 
## Iteration 2 lambda =  0.4013307 
## Iteration 3 lambda =  0.3958882 
## Iteration 4 lambda =  0.395344 
## Iteration 5 lambda =  0.3952896 
## Iteration 6 lambda =  0.3952841 
## Iteration 7 lambda =  0.3952836 
## Iteration 8 lambda =  0.3952835 
## Iteration 1 lambda =  0.48994 
## Iteration 2 lambda =  0.438934 
## Iteration 3 lambda =  0.4338334 
## Iteration 4 lambda =  0.4333233 
## Iteration 5 lambda =  0.4332723 
## Iteration 6 lambda =  0.4332672 
## Iteration 7 lambda =  0.4332667 
## Iteration 8 lambda =  0.4332667 
## Iteration 1 lambda =  0.6054412 
## Iteration 2 lambda =  0.5659853 
## Iteration 3 lambda =  0.5620398 
## Iteration 4 lambda =  0.5616452 
## Iteration 5 lambda =  0.5616057 
## Iteration 6 lambda =  0.5616018 
## Iteration 7 lambda =  0.5616014 
## Iteration 8 lambda =  0.5616014 
## Iteration 1 lambda =  0.4983605 
## Iteration 2 lambda =  0.4481966 
## Iteration 3 lambda =  0.4431802 
## Iteration 4 lambda =  0.4426785 
## Iteration 5 lambda =  0.4426284 
## Iteration 6 lambda =  0.4426234 
## Iteration 7 lambda =  0.4426229 
## Iteration 8 lambda =  0.4426228 
## Iteration 1 lambda =  0.466872 
## Iteration 2 lambda =  0.4135592 
## Iteration 3 lambda =  0.4082279 
## Iteration 4 lambda =  0.4076948 
## Iteration 5 lambda =  0.4076415 
## Iteration 6 lambda =  0.4076362 
## Iteration 7 lambda =  0.4076356 
## Iteration 8 lambda =  0.4076356 
## Iteration 1 lambda =  0.5960404 
## Iteration 2 lambda =  0.5556445 
## Iteration 3 lambda =  0.5516049 
## Iteration 4 lambda =  0.5512009 
## Iteration 5 lambda =  0.5511605 
## Iteration 6 lambda =  0.5511565 
## Iteration 7 lambda =  0.5511561 
## Iteration 8 lambda =  0.5511561 
## Iteration 1 lambda =  0.5822128 
## Iteration 2 lambda =  0.540434 
## Iteration 3 lambda =  0.5362562 
## Iteration 4 lambda =  0.5358384 
## Iteration 5 lambda =  0.5357966 
## Iteration 6 lambda =  0.5357924 
## Iteration 7 lambda =  0.535792 
## Iteration 8 lambda =  0.535792 
## Iteration 1 lambda =  0.5666382 
## Iteration 2 lambda =  0.523302 
## Iteration 3 lambda =  0.5189684 
## Iteration 4 lambda =  0.5185351 
## Iteration 5 lambda =  0.5184917 
## Iteration 6 lambda =  0.5184874 
## Iteration 7 lambda =  0.518487 
## Iteration 8 lambda =  0.5184869 
## Iteration 1 lambda =  0.5889254 
## Iteration 2 lambda =  0.547818 
## Iteration 3 lambda =  0.5437072 
## Iteration 4 lambda =  0.5432962 
## Iteration 5 lambda =  0.5432551 
## Iteration 6 lambda =  0.5432509 
## Iteration 7 lambda =  0.5432505 
## Iteration 8 lambda =  0.5432505 
## Iteration 1 lambda =  0.4875628 
## Iteration 2 lambda =  0.4363191 
## Iteration 3 lambda =  0.4311947 
## Iteration 4 lambda =  0.4306823 
## Iteration 5 lambda =  0.4306311 
## Iteration 6 lambda =  0.4306259 
## Iteration 7 lambda =  0.4306254 
## Iteration 8 lambda =  0.4306254 
## Iteration 1 lambda =  0.5444794 
## Iteration 2 lambda =  0.4989273 
## Iteration 3 lambda =  0.4943721 
## Iteration 4 lambda =  0.4939166 
## Iteration 5 lambda =  0.493871 
## Iteration 6 lambda =  0.4938665 
## Iteration 7 lambda =  0.493866 
## Iteration 8 lambda =  0.493866 
## Iteration 1 lambda =  0.60902 
## Iteration 2 lambda =  0.569922 
## Iteration 3 lambda =  0.5660122 
## Iteration 4 lambda =  0.5656213 
## Iteration 5 lambda =  0.5655822 
## Iteration 6 lambda =  0.5655783 
## Iteration 7 lambda =  0.5655779 
## Iteration 8 lambda =  0.5655778 
## Iteration 1 lambda =  0.5511938 
## Iteration 2 lambda =  0.5063131 
## Iteration 3 lambda =  0.5018251 
## Iteration 4 lambda =  0.5013763 
## Iteration 5 lambda =  0.5013314 
## Iteration 6 lambda =  0.5013269 
## Iteration 7 lambda =  0.5013264 
## Iteration 8 lambda =  0.5013264 
## Iteration 1 lambda =  0.5009814 
## Iteration 2 lambda =  0.4510795 
## Iteration 3 lambda =  0.4460893 
## Iteration 4 lambda =  0.4455903 
## Iteration 5 lambda =  0.4455404 
## Iteration 6 lambda =  0.4455354 
## Iteration 7 lambda =  0.4455349 
## Iteration 8 lambda =  0.4455349 
## Iteration 1 lambda =  0.5708269 
## Iteration 2 lambda =  0.5279096 
## Iteration 3 lambda =  0.5236179 
## Iteration 4 lambda =  0.5231887 
## Iteration 5 lambda =  0.5231458 
## Iteration 6 lambda =  0.5231415 
## Iteration 7 lambda =  0.5231411 
## Iteration 8 lambda =  0.523141 
## Iteration 1 lambda =  0.5373136 
## Iteration 2 lambda =  0.491045 
## Iteration 3 lambda =  0.4864181 
## Iteration 4 lambda =  0.4859554 
## Iteration 5 lambda =  0.4859091 
## Iteration 6 lambda =  0.4859045 
## Iteration 7 lambda =  0.485904 
## Iteration 8 lambda =  0.485904 
## Iteration 1 lambda =  0.5364429 
## Iteration 2 lambda =  0.4900872 
## Iteration 3 lambda =  0.4854516 
## Iteration 4 lambda =  0.4849881 
## Iteration 5 lambda =  0.4849417 
## Iteration 6 lambda =  0.4849371 
## Iteration 7 lambda =  0.4849366 
## Iteration 8 lambda =  0.4849366 
## Iteration 1 lambda =  0.4262315 
## Iteration 2 lambda =  0.3688547 
## Iteration 3 lambda =  0.363117 
## Iteration 4 lambda =  0.3625432 
## Iteration 5 lambda =  0.3624858 
## Iteration 6 lambda =  0.3624801 
## Iteration 7 lambda =  0.3624795 
## Iteration 8 lambda =  0.3624795 
## Iteration 1 lambda =  0.6895828 
## Iteration 2 lambda =  0.658541 
## Iteration 3 lambda =  0.6554369 
## Iteration 4 lambda =  0.6551264 
## Iteration 5 lambda =  0.6550954 
## Iteration 6 lambda =  0.6550923 
## Iteration 7 lambda =  0.655092 
## Iteration 8 lambda =  0.655092 
## Iteration 1 lambda =  0.5836943 
## Iteration 2 lambda =  0.5420637 
## Iteration 3 lambda =  0.5379007 
## Iteration 4 lambda =  0.5374844 
## Iteration 5 lambda =  0.5374427 
## Iteration 6 lambda =  0.5374386 
## Iteration 7 lambda =  0.5374382 
## Iteration 8 lambda =  0.5374381 
## Iteration 1 lambda =  0.5057825 
## Iteration 2 lambda =  0.4563608 
## Iteration 3 lambda =  0.4514186 
## Iteration 4 lambda =  0.4509244 
## Iteration 5 lambda =  0.450875 
## Iteration 6 lambda =  0.45087 
## Iteration 7 lambda =  0.4508695 
## Iteration 8 lambda =  0.4508695 
## Iteration 1 lambda =  0.5338361 
## Iteration 2 lambda =  0.4872197 
## Iteration 3 lambda =  0.482558 
## Iteration 4 lambda =  0.4820919 
## Iteration 5 lambda =  0.4820453 
## Iteration 6 lambda =  0.4820406 
## Iteration 7 lambda =  0.4820401 
## Iteration 8 lambda =  0.4820401 
## Iteration 1 lambda =  0.64108 
## Iteration 2 lambda =  0.605188 
## Iteration 3 lambda =  0.6015988 
## Iteration 4 lambda =  0.6012399 
## Iteration 5 lambda =  0.601204 
## Iteration 6 lambda =  0.6012004 
## Iteration 7 lambda =  0.6012001 
## Iteration 8 lambda =  0.6012 
## Iteration 1 lambda =  0.5859729 
## Iteration 2 lambda =  0.5445702 
## Iteration 3 lambda =  0.5404299 
## Iteration 4 lambda =  0.5400159 
## Iteration 5 lambda =  0.5399745 
## Iteration 6 lambda =  0.5399703 
## Iteration 7 lambda =  0.5399699 
## Iteration 8 lambda =  0.5399699 
## Iteration 1 lambda =  0.544607 
## Iteration 2 lambda =  0.4990677 
## Iteration 3 lambda =  0.4945138 
## Iteration 4 lambda =  0.4940584 
## Iteration 5 lambda =  0.4940129 
## Iteration 6 lambda =  0.4940083 
## Iteration 7 lambda =  0.4940079 
## Iteration 8 lambda =  0.4940078 
## Iteration 1 lambda =  0.6448304 
## Iteration 2 lambda =  0.6093134 
## Iteration 3 lambda =  0.6057617 
## Iteration 4 lambda =  0.6054066 
## Iteration 5 lambda =  0.6053711 
## Iteration 6 lambda =  0.6053675 
## Iteration 7 lambda =  0.6053672 
## Iteration 8 lambda =  0.6053671 
## Iteration 1 lambda =  0.5693211 
## Iteration 2 lambda =  0.5262532 
## Iteration 3 lambda =  0.5219465 
## Iteration 4 lambda =  0.5215158 
## Iteration 5 lambda =  0.5214727 
## Iteration 6 lambda =  0.5214684 
## Iteration 7 lambda =  0.521468 
## Iteration 8 lambda =  0.5214679 
## Iteration 1 lambda =  0.5347108 
## Iteration 2 lambda =  0.4881819 
## Iteration 3 lambda =  0.483529 
## Iteration 4 lambda =  0.4830637 
## Iteration 5 lambda =  0.4830172 
## Iteration 6 lambda =  0.4830126 
## Iteration 7 lambda =  0.4830121 
## Iteration 8 lambda =  0.483012 
## Iteration 1 lambda =  0.5164119 
## Iteration 2 lambda =  0.4680531 
## Iteration 3 lambda =  0.4632172 
## Iteration 4 lambda =  0.4627336 
## Iteration 5 lambda =  0.4626852 
## Iteration 6 lambda =  0.4626804 
## Iteration 7 lambda =  0.4626799 
## Iteration 8 lambda =  0.4626799 
## Iteration 1 lambda =  0.5359889 
## Iteration 2 lambda =  0.4895878 
## Iteration 3 lambda =  0.4849477 
## Iteration 4 lambda =  0.4844837 
## Iteration 5 lambda =  0.4844373 
## Iteration 6 lambda =  0.4844326 
## Iteration 7 lambda =  0.4844322 
## Iteration 8 lambda =  0.4844321 
## Iteration 1 lambda =  0.5474725 
## Iteration 2 lambda =  0.5022197 
## Iteration 3 lambda =  0.4976944 
## Iteration 4 lambda =  0.4972419 
## Iteration 5 lambda =  0.4971967 
## Iteration 6 lambda =  0.4971921 
## Iteration 7 lambda =  0.4971917 
## Iteration 8 lambda =  0.4971916 
## Iteration 1 lambda =  0.6306616 
## Iteration 2 lambda =  0.5937278 
## Iteration 3 lambda =  0.5900344 
## Iteration 4 lambda =  0.5896651 
## Iteration 5 lambda =  0.5896281 
## Iteration 6 lambda =  0.5896244 
## Iteration 7 lambda =  0.5896241 
## Iteration 8 lambda =  0.589624 
## Iteration 1 lambda =  0.5337765 
## Iteration 2 lambda =  0.4871542 
## Iteration 3 lambda =  0.482492 
## Iteration 4 lambda =  0.4820257 
## Iteration 5 lambda =  0.4819791 
## Iteration 6 lambda =  0.4819745 
## Iteration 7 lambda =  0.481974 
## Iteration 8 lambda =  0.4819739 
## Iteration 1 lambda =  0.5756064 
## Iteration 2 lambda =  0.533167 
## Iteration 3 lambda =  0.5289231 
## Iteration 4 lambda =  0.5284987 
## Iteration 5 lambda =  0.5284563 
## Iteration 6 lambda =  0.528452 
## Iteration 7 lambda =  0.5284516 
## Iteration 8 lambda =  0.5284516 
## Iteration 1 lambda =  0.537566 
## Iteration 2 lambda =  0.4913226 
## Iteration 3 lambda =  0.4866983 
## Iteration 4 lambda =  0.4862358 
## Iteration 5 lambda =  0.4861896 
## Iteration 6 lambda =  0.486185 
## Iteration 7 lambda =  0.4861845 
## Iteration 8 lambda =  0.4861844 
## Iteration 1 lambda =  0.5493746 
## Iteration 2 lambda =  0.504312 
## Iteration 3 lambda =  0.4998058 
## Iteration 4 lambda =  0.4993551 
## Iteration 5 lambda =  0.4993101 
## Iteration 6 lambda =  0.4993056 
## Iteration 7 lambda =  0.4993051 
## Iteration 8 lambda =  0.4993051 
## Iteration 1 lambda =  0.5043941 
## Iteration 2 lambda =  0.4548335 
## Iteration 3 lambda =  0.4498775 
## Iteration 4 lambda =  0.4493819 
## Iteration 5 lambda =  0.4493323 
## Iteration 6 lambda =  0.4493273 
## Iteration 7 lambda =  0.4493268 
## Iteration 8 lambda =  0.4493268 
## Iteration 1 lambda =  0.5376109 
## Iteration 2 lambda =  0.491372 
## Iteration 3 lambda =  0.4867481 
## Iteration 4 lambda =  0.4862857 
## Iteration 5 lambda =  0.4862394 
## Iteration 6 lambda =  0.4862348 
## Iteration 7 lambda =  0.4862344 
## Iteration 8 lambda =  0.4862343 
## Iteration 1 lambda =  0.6279587 
## Iteration 2 lambda =  0.5907545 
## Iteration 3 lambda =  0.5870341 
## Iteration 4 lambda =  0.5866621 
## Iteration 5 lambda =  0.5866249 
## Iteration 6 lambda =  0.5866211 
## Iteration 7 lambda =  0.5866208 
## Iteration 8 lambda =  0.5866207 
## Iteration 1 lambda =  0.5983474 
## Iteration 2 lambda =  0.5581822 
## Iteration 3 lambda =  0.5541657 
## Iteration 4 lambda =  0.553764 
## Iteration 5 lambda =  0.5537238 
## Iteration 6 lambda =  0.5537198 
## Iteration 7 lambda =  0.5537194 
## Iteration 8 lambda =  0.5537194 
## Iteration 1 lambda =  0.5340522 
## Iteration 2 lambda =  0.4874574 
## Iteration 3 lambda =  0.4827979 
## Iteration 4 lambda =  0.482332 
## Iteration 5 lambda =  0.4822854 
## Iteration 6 lambda =  0.4822807 
## Iteration 7 lambda =  0.4822803 
## Iteration 8 lambda =  0.4822802 
## Iteration 1 lambda =  0.458877 
## Iteration 2 lambda =  0.4047646 
## Iteration 3 lambda =  0.3993534 
## Iteration 4 lambda =  0.3988123 
## Iteration 5 lambda =  0.3987582 
## Iteration 6 lambda =  0.3987528 
## Iteration 7 lambda =  0.3987522 
## Iteration 8 lambda =  0.3987522 
## Iteration 1 lambda =  0.554167 
## Iteration 2 lambda =  0.5095837 
## Iteration 3 lambda =  0.5051253 
## Iteration 4 lambda =  0.5046795 
## Iteration 5 lambda =  0.5046349 
## Iteration 6 lambda =  0.5046305 
## Iteration 7 lambda =  0.50463 
## Iteration 8 lambda =  0.50463 
## Iteration 1 lambda =  0.6073782 
## Iteration 2 lambda =  0.5681161 
## Iteration 3 lambda =  0.5641899 
## Iteration 4 lambda =  0.5637972 
## Iteration 5 lambda =  0.563758 
## Iteration 6 lambda =  0.563754 
## Iteration 7 lambda =  0.5637537 
## Iteration 8 lambda =  0.5637536 
## Iteration 1 lambda =  0.518823 
## Iteration 2 lambda =  0.4707053 
## Iteration 3 lambda =  0.4658935 
## Iteration 4 lambda =  0.4654123 
## Iteration 5 lambda =  0.4653642 
## Iteration 6 lambda =  0.4653594 
## Iteration 7 lambda =  0.4653589 
## Iteration 8 lambda =  0.4653589 
## Iteration 1 lambda =  0.6382193 
## Iteration 2 lambda =  0.6020413 
## Iteration 3 lambda =  0.5984235 
## Iteration 4 lambda =  0.5980617 
## Iteration 5 lambda =  0.5980255 
## Iteration 6 lambda =  0.5980219 
## Iteration 7 lambda =  0.5980215 
## Iteration 8 lambda =  0.5980215 
## Iteration 1 lambda =  0.5409848 
## Iteration 2 lambda =  0.4950833 
## Iteration 3 lambda =  0.4904931 
## Iteration 4 lambda =  0.4900341 
## Iteration 5 lambda =  0.4899882 
## Iteration 6 lambda =  0.4899836 
## Iteration 7 lambda =  0.4899832 
## Iteration 8 lambda =  0.4899831 
## Iteration 1 lambda =  0.5166455 
## Iteration 2 lambda =  0.4683101 
## Iteration 3 lambda =  0.4634765 
## Iteration 4 lambda =  0.4629932 
## Iteration 5 lambda =  0.4629449 
## Iteration 6 lambda =  0.46294 
## Iteration 7 lambda =  0.4629395 
## Iteration 8 lambda =  0.4629395 
## Iteration 1 lambda =  0.4229532 
## Iteration 2 lambda =  0.3652485 
## Iteration 3 lambda =  0.3594781 
## Iteration 4 lambda =  0.358901 
## Iteration 5 lambda =  0.3588433 
## Iteration 6 lambda =  0.3588375 
## Iteration 7 lambda =  0.358837 
## Iteration 8 lambda =  0.3588369 
## Iteration 1 lambda =  0.5312913 
## Iteration 2 lambda =  0.4844204 
## Iteration 3 lambda =  0.4797333 
## Iteration 4 lambda =  0.4792646 
## Iteration 5 lambda =  0.4792177 
## Iteration 6 lambda =  0.479213 
## Iteration 7 lambda =  0.4792126 
## Iteration 8 lambda =  0.4792125 
## Iteration 1 lambda =  0.6133529 
## Iteration 2 lambda =  0.5746882 
## Iteration 3 lambda =  0.5708217 
## Iteration 4 lambda =  0.5704351 
## Iteration 5 lambda =  0.5703964 
## Iteration 6 lambda =  0.5703926 
## Iteration 7 lambda =  0.5703922 
## Iteration 8 lambda =  0.5703921 
## Iteration 1 lambda =  0.5033456 
## Iteration 2 lambda =  0.4536802 
## Iteration 3 lambda =  0.4487136 
## Iteration 4 lambda =  0.448217 
## Iteration 5 lambda =  0.4481673 
## Iteration 6 lambda =  0.4481623 
## Iteration 7 lambda =  0.4481618 
## Iteration 8 lambda =  0.4481618 
## Iteration 1 lambda =  0.5533881 
## Iteration 2 lambda =  0.5087269 
## Iteration 3 lambda =  0.5042608 
## Iteration 4 lambda =  0.5038142 
## Iteration 5 lambda =  0.5037696 
## Iteration 6 lambda =  0.5037651 
## Iteration 7 lambda =  0.5037646 
## Iteration 8 lambda =  0.5037646 
## Iteration 1 lambda =  0.5438709 
## Iteration 2 lambda =  0.498258 
## Iteration 3 lambda =  0.4936967 
## Iteration 4 lambda =  0.4932405 
## Iteration 5 lambda =  0.4931949 
## Iteration 6 lambda =  0.4931904 
## Iteration 7 lambda =  0.4931899 
## Iteration 8 lambda =  0.4931899 
## Iteration 1 lambda =  0.5738451 
## Iteration 2 lambda =  0.5312297 
## Iteration 3 lambda =  0.5269681 
## Iteration 4 lambda =  0.5265419 
## Iteration 5 lambda =  0.5264993 
## Iteration 6 lambda =  0.5264951 
## Iteration 7 lambda =  0.5264946 
## Iteration 8 lambda =  0.5264946 
## Iteration 1 lambda =  0.6434084 
## Iteration 2 lambda =  0.6077492 
## Iteration 3 lambda =  0.6041833 
## Iteration 4 lambda =  0.6038267 
## Iteration 5 lambda =  0.6037911 
## Iteration 6 lambda =  0.6037875 
## Iteration 7 lambda =  0.6037871 
## Iteration 8 lambda =  0.6037871 
## Iteration 1 lambda =  0.4962812 
## Iteration 2 lambda =  0.4459093 
## Iteration 3 lambda =  0.4408721 
## Iteration 4 lambda =  0.4403684 
## Iteration 5 lambda =  0.440318 
## Iteration 6 lambda =  0.440313 
## Iteration 7 lambda =  0.4403125 
## Iteration 8 lambda =  0.4403124 
## Iteration 1 lambda =  0.3456995 
## Iteration 2 lambda =  0.2802694 
## Iteration 3 lambda =  0.2737264 
## Iteration 4 lambda =  0.2730721 
## Iteration 5 lambda =  0.2730067 
## Iteration 6 lambda =  0.2730001 
## Iteration 7 lambda =  0.2729995 
## Iteration 8 lambda =  0.2729994 
## Iteration 1 lambda =  0.5034075 
## Iteration 2 lambda =  0.4537482 
## Iteration 3 lambda =  0.4487823 
## Iteration 4 lambda =  0.4482857 
## Iteration 5 lambda =  0.4482361 
## Iteration 6 lambda =  0.4482311 
## Iteration 7 lambda =  0.4482306 
## Iteration 8 lambda =  0.4482305 
## Iteration 1 lambda =  0.5269509 
## Iteration 2 lambda =  0.479646 
## Iteration 3 lambda =  0.4749156 
## Iteration 4 lambda =  0.4744425 
## Iteration 5 lambda =  0.4743952 
## Iteration 6 lambda =  0.4743905 
## Iteration 7 lambda =  0.47439 
## Iteration 8 lambda =  0.4743899 
## Iteration 1 lambda =  0.4084535 
## Iteration 2 lambda =  0.3492989 
## Iteration 3 lambda =  0.3433834 
## Iteration 4 lambda =  0.3427919 
## Iteration 5 lambda =  0.3427327 
## Iteration 6 lambda =  0.3427268 
## Iteration 7 lambda =  0.3427262 
## Iteration 8 lambda =  0.3427262 
## Iteration 1 lambda =  0.6329459 
## Iteration 2 lambda =  0.5962405 
## Iteration 3 lambda =  0.5925699 
## Iteration 4 lambda =  0.5922029 
## Iteration 5 lambda =  0.5921662 
## Iteration 6 lambda =  0.5921625 
## Iteration 7 lambda =  0.5921621 
## Iteration 8 lambda =  0.5921621 
## Iteration 1 lambda =  0.522254 
## Iteration 2 lambda =  0.4744794 
## Iteration 3 lambda =  0.469702 
## Iteration 4 lambda =  0.4692242 
## Iteration 5 lambda =  0.4691764 
## Iteration 6 lambda =  0.4691717 
## Iteration 7 lambda =  0.4691712 
## Iteration 8 lambda =  0.4691711 
## Iteration 1 lambda =  0.5582466 
## Iteration 2 lambda =  0.5140713 
## Iteration 3 lambda =  0.5096537 
## Iteration 4 lambda =  0.509212 
## Iteration 5 lambda =  0.5091678 
## Iteration 6 lambda =  0.5091634 
## Iteration 7 lambda =  0.5091629 
## Iteration 8 lambda =  0.5091629 
## Iteration 1 lambda =  0.5075859 
## Iteration 2 lambda =  0.4583445 
## Iteration 3 lambda =  0.4534204 
## Iteration 4 lambda =  0.4529279 
## Iteration 5 lambda =  0.4528787 
## Iteration 6 lambda =  0.4528738 
## Iteration 7 lambda =  0.4528733 
## Iteration 8 lambda =  0.4528732 
## Iteration 1 lambda =  0.561606 
## Iteration 2 lambda =  0.5177666 
## Iteration 3 lambda =  0.5133826 
## Iteration 4 lambda =  0.5129442 
## Iteration 5 lambda =  0.5129004 
## Iteration 6 lambda =  0.512896 
## Iteration 7 lambda =  0.5128956 
## Iteration 8 lambda =  0.5128955 
## Iteration 1 lambda =  0.5162902 
## Iteration 2 lambda =  0.4679192 
## Iteration 3 lambda =  0.4630821 
## Iteration 4 lambda =  0.4625984 
## Iteration 5 lambda =  0.46255 
## Iteration 6 lambda =  0.4625452 
## Iteration 7 lambda =  0.4625447 
## Iteration 8 lambda =  0.4625447 
## Iteration 1 lambda =  0.556632 
## Iteration 2 lambda =  0.5122952 
## Iteration 3 lambda =  0.5078615 
## Iteration 4 lambda =  0.5074181 
## Iteration 5 lambda =  0.5073738 
## Iteration 6 lambda =  0.5073693 
## Iteration 7 lambda =  0.5073689 
## Iteration 8 lambda =  0.5073689 
## Iteration 1 lambda =  0.4773616 
## Iteration 2 lambda =  0.4250978 
## Iteration 3 lambda =  0.4198714 
## Iteration 4 lambda =  0.4193488 
## Iteration 5 lambda =  0.4192965 
## Iteration 6 lambda =  0.4192913 
## Iteration 7 lambda =  0.4192907 
## Iteration 8 lambda =  0.4192907 
## Iteration 1 lambda =  0.4710581 
## Iteration 2 lambda =  0.4181639 
## Iteration 3 lambda =  0.4128745 
## Iteration 4 lambda =  0.4123455 
## Iteration 5 lambda =  0.4122926 
## Iteration 6 lambda =  0.4122873 
## Iteration 7 lambda =  0.4122868 
## Iteration 8 lambda =  0.4122868 
## Iteration 1 lambda =  0.5865043 
## Iteration 2 lambda =  0.5451547 
## Iteration 3 lambda =  0.5410197 
## Iteration 4 lambda =  0.5406063 
## Iteration 5 lambda =  0.5405649 
## Iteration 6 lambda =  0.5405608 
## Iteration 7 lambda =  0.5405604 
## Iteration 8 lambda =  0.5405603 
## Iteration 1 lambda =  0.5360069 
## Iteration 2 lambda =  0.4896075 
## Iteration 3 lambda =  0.4849676 
## Iteration 4 lambda =  0.4845036 
## Iteration 5 lambda =  0.4844572 
## Iteration 6 lambda =  0.4844526 
## Iteration 7 lambda =  0.4844521 
## Iteration 8 lambda =  0.4844521 
## Iteration 1 lambda =  0.503489 
## Iteration 2 lambda =  0.4538379 
## Iteration 3 lambda =  0.4488728 
## Iteration 4 lambda =  0.4483762 
## Iteration 5 lambda =  0.4483266 
## Iteration 6 lambda =  0.4483216 
## Iteration 7 lambda =  0.4483211 
## Iteration 8 lambda =  0.4483211 
## Iteration 1 lambda =  0.4816057 
## Iteration 2 lambda =  0.4297662 
## Iteration 3 lambda =  0.4245823 
## Iteration 4 lambda =  0.4240639 
## Iteration 5 lambda =  0.4240121 
## Iteration 6 lambda =  0.4240069 
## Iteration 7 lambda =  0.4240064 
## Iteration 8 lambda =  0.4240063 
## Iteration 1 lambda =  0.5489655 
## Iteration 2 lambda =  0.503862 
## Iteration 3 lambda =  0.4993517 
## Iteration 4 lambda =  0.4989006 
## Iteration 5 lambda =  0.4988555 
## Iteration 6 lambda =  0.498851 
## Iteration 7 lambda =  0.4988506 
## Iteration 8 lambda =  0.4988505 
## Iteration 1 lambda =  0.4349665 
## Iteration 2 lambda =  0.3784631 
## Iteration 3 lambda =  0.3728128 
## Iteration 4 lambda =  0.3722478 
## Iteration 5 lambda =  0.3721913 
## Iteration 6 lambda =  0.3721856 
## Iteration 7 lambda =  0.372185 
## Iteration 8 lambda =  0.372185 
## Iteration 1 lambda =  0.5162321 
## Iteration 2 lambda =  0.4678553 
## Iteration 3 lambda =  0.4630176 
## Iteration 4 lambda =  0.4625338 
## Iteration 5 lambda =  0.4624854 
## Iteration 6 lambda =  0.4624806 
## Iteration 7 lambda =  0.4624801 
## Iteration 8 lambda =  0.4624801 
## Iteration 1 lambda =  0.4884686 
## Iteration 2 lambda =  0.4373154 
## Iteration 3 lambda =  0.4322001 
## Iteration 4 lambda =  0.4316886 
## Iteration 5 lambda =  0.4316374 
## Iteration 6 lambda =  0.4316323 
## Iteration 7 lambda =  0.4316318 
## Iteration 8 lambda =  0.4316318 
## Iteration 1 lambda =  0.4985551 
## Iteration 2 lambda =  0.4484106 
## Iteration 3 lambda =  0.4433962 
## Iteration 4 lambda =  0.4428947 
## Iteration 5 lambda =  0.4428446 
## Iteration 6 lambda =  0.4428396 
## Iteration 7 lambda =  0.4428391 
## Iteration 8 lambda =  0.442839 
## Iteration 1 lambda =  0.5465512 
## Iteration 2 lambda =  0.5012064 
## Iteration 3 lambda =  0.4966719 
## Iteration 4 lambda =  0.4962184 
## Iteration 5 lambda =  0.4961731 
## Iteration 6 lambda =  0.4961685 
## Iteration 7 lambda =  0.4961681 
## Iteration 8 lambda =  0.496168 
## Iteration 1 lambda =  0.6362232 
## Iteration 2 lambda =  0.5998455 
## Iteration 3 lambda =  0.5962078 
## Iteration 4 lambda =  0.595844 
## Iteration 5 lambda =  0.5958076 
## Iteration 6 lambda =  0.595804 
## Iteration 7 lambda =  0.5958036 
## Iteration 8 lambda =  0.5958036 
## Iteration 1 lambda =  0.4677514 
## Iteration 2 lambda =  0.4145265 
## Iteration 3 lambda =  0.4092041 
## Iteration 4 lambda =  0.4086718 
## Iteration 5 lambda =  0.4086186 
## Iteration 6 lambda =  0.4086133 
## Iteration 7 lambda =  0.4086127 
## Iteration 8 lambda =  0.4086127 
## Iteration 1 lambda =  0.5110509 
## Iteration 2 lambda =  0.462156 
## Iteration 3 lambda =  0.4572665 
## Iteration 4 lambda =  0.4567775 
## Iteration 5 lambda =  0.4567286 
## Iteration 6 lambda =  0.4567237 
## Iteration 7 lambda =  0.4567232 
## Iteration 8 lambda =  0.4567232 
## Iteration 1 lambda =  0.5895683 
## Iteration 2 lambda =  0.5485251 
## Iteration 3 lambda =  0.5444208 
## Iteration 4 lambda =  0.5440103 
## Iteration 5 lambda =  0.5439693 
## Iteration 6 lambda =  0.5439652 
## Iteration 7 lambda =  0.5439648 
## Iteration 8 lambda =  0.5439647 
## Iteration 1 lambda =  0.64107 
## Iteration 2 lambda =  0.605177 
## Iteration 3 lambda =  0.6015877 
## Iteration 4 lambda =  0.6012288 
## Iteration 5 lambda =  0.6011929 
## Iteration 6 lambda =  0.6011893 
## Iteration 7 lambda =  0.6011889 
## Iteration 8 lambda =  0.6011889 
## Iteration 1 lambda =  0.5504321 
## Iteration 2 lambda =  0.5054753 
## Iteration 3 lambda =  0.5009796 
## Iteration 4 lambda =  0.5005301 
## Iteration 5 lambda =  0.5004851 
## Iteration 6 lambda =  0.5004806 
## Iteration 7 lambda =  0.5004802 
## Iteration 8 lambda =  0.5004801 
## Iteration 1 lambda =  0.5124027 
## Iteration 2 lambda =  0.4636429 
## Iteration 3 lambda =  0.4587669 
## Iteration 4 lambda =  0.4582794 
## Iteration 5 lambda =  0.4582306 
## Iteration 6 lambda =  0.4582257 
## Iteration 7 lambda =  0.4582252 
## Iteration 8 lambda =  0.4582252 
## Iteration 1 lambda =  0.5223502 
## Iteration 2 lambda =  0.4745853 
## Iteration 3 lambda =  0.4698088 
## Iteration 4 lambda =  0.4693311 
## Iteration 5 lambda =  0.4692833 
## Iteration 6 lambda =  0.4692786 
## Iteration 7 lambda =  0.4692781 
## Iteration 8 lambda =  0.469278 
## Iteration 1 lambda =  0.4437405 
## Iteration 2 lambda =  0.3881145 
## Iteration 3 lambda =  0.382552 
## Iteration 4 lambda =  0.3819957 
## Iteration 5 lambda =  0.3819401 
## Iteration 6 lambda =  0.3819345 
## Iteration 7 lambda =  0.3819339 
## Iteration 8 lambda =  0.3819339 
## Iteration 1 lambda =  0.5503088 
## Iteration 2 lambda =  0.5053397 
## Iteration 3 lambda =  0.5008428 
## Iteration 4 lambda =  0.5003931 
## Iteration 5 lambda =  0.5003482 
## Iteration 6 lambda =  0.5003437 
## Iteration 7 lambda =  0.5003432 
## Iteration 8 lambda =  0.5003432 
## Iteration 1 lambda =  0.6075839 
## Iteration 2 lambda =  0.5683423 
## Iteration 3 lambda =  0.5644182 
## Iteration 4 lambda =  0.5640258 
## Iteration 5 lambda =  0.5639865 
## Iteration 6 lambda =  0.5639826 
## Iteration 7 lambda =  0.5639822 
## Iteration 8 lambda =  0.5639822 
## Iteration 1 lambda =  0.4961353 
## Iteration 2 lambda =  0.4457488 
## Iteration 3 lambda =  0.4407102 
## Iteration 4 lambda =  0.4402063 
## Iteration 5 lambda =  0.4401559 
## Iteration 6 lambda =  0.4401509 
## Iteration 7 lambda =  0.4401504 
## Iteration 8 lambda =  0.4401503 
## Iteration 1 lambda =  0.4659595 
## Iteration 2 lambda =  0.4125554 
## Iteration 3 lambda =  0.407215 
## Iteration 4 lambda =  0.406681 
## Iteration 5 lambda =  0.4066276 
## Iteration 6 lambda =  0.4066223 
## Iteration 7 lambda =  0.4066217 
## Iteration 8 lambda =  0.4066217 
## Iteration 1 lambda =  0.4905793 
## Iteration 2 lambda =  0.4396372 
## Iteration 3 lambda =  0.434543 
## Iteration 4 lambda =  0.4340336 
## Iteration 5 lambda =  0.4339826 
## Iteration 6 lambda =  0.4339775 
## Iteration 7 lambda =  0.433977 
## Iteration 8 lambda =  0.433977 
## Iteration 1 lambda =  0.4962592 
## Iteration 2 lambda =  0.4458851 
## Iteration 3 lambda =  0.4408477 
## Iteration 4 lambda =  0.440344 
## Iteration 5 lambda =  0.4402936 
## Iteration 6 lambda =  0.4402886 
## Iteration 7 lambda =  0.4402881 
## Iteration 8 lambda =  0.440288 
## Iteration 1 lambda =  0.6232349 
## Iteration 2 lambda =  0.5855584 
## Iteration 3 lambda =  0.5817908 
## Iteration 4 lambda =  0.581414 
## Iteration 5 lambda =  0.5813763 
## Iteration 6 lambda =  0.5813725 
## Iteration 7 lambda =  0.5813722 
## Iteration 8 lambda =  0.5813721 
## Iteration 1 lambda =  0.4709688 
## Iteration 2 lambda =  0.4180656 
## Iteration 3 lambda =  0.4127753 
## Iteration 4 lambda =  0.4122463 
## Iteration 5 lambda =  0.4121934 
## Iteration 6 lambda =  0.4121881 
## Iteration 7 lambda =  0.4121876 
## Iteration 8 lambda =  0.4121875 
## Iteration 1 lambda =  0.5317131 
## Iteration 2 lambda =  0.4848844 
## Iteration 3 lambda =  0.4802016 
## Iteration 4 lambda =  0.4797333 
## Iteration 5 lambda =  0.4796865 
## Iteration 6 lambda =  0.4796818 
## Iteration 7 lambda =  0.4796813 
## Iteration 8 lambda =  0.4796813 
## Iteration 1 lambda =  0.5152204 
## Iteration 2 lambda =  0.4667424 
## Iteration 3 lambda =  0.4618946 
## Iteration 4 lambda =  0.4614098 
## Iteration 5 lambda =  0.4613614 
## Iteration 6 lambda =  0.4613565 
## Iteration 7 lambda =  0.461356 
## Iteration 8 lambda =  0.461356 
## Iteration 1 lambda =  0.5850616 
## Iteration 2 lambda =  0.5435678 
## Iteration 3 lambda =  0.5394184 
## Iteration 4 lambda =  0.5390034 
## Iteration 5 lambda =  0.538962 
## Iteration 6 lambda =  0.5389578 
## Iteration 7 lambda =  0.5389574 
## Iteration 8 lambda =  0.5389573 
## Iteration 1 lambda =  0.4678411 
## Iteration 2 lambda =  0.4146252 
## Iteration 3 lambda =  0.4093036 
## Iteration 4 lambda =  0.4087714 
## Iteration 5 lambda =  0.4087182 
## Iteration 6 lambda =  0.4087129 
## Iteration 7 lambda =  0.4087124 
## Iteration 8 lambda =  0.4087123 
## Iteration 1 lambda =  0.5010816 
## Iteration 2 lambda =  0.4511898 
## Iteration 3 lambda =  0.4462006 
## Iteration 4 lambda =  0.4457017 
## Iteration 5 lambda =  0.4456518 
## Iteration 6 lambda =  0.4456468 
## Iteration 7 lambda =  0.4456463 
## Iteration 8 lambda =  0.4456463 
## Iteration 1 lambda =  0.4887217 
## Iteration 2 lambda =  0.4375938 
## Iteration 3 lambda =  0.4324811 
## Iteration 4 lambda =  0.4319698 
## Iteration 5 lambda =  0.4319187 
## Iteration 6 lambda =  0.4319135 
## Iteration 7 lambda =  0.431913 
## Iteration 8 lambda =  0.431913 
## Iteration 1 lambda =  0.585559 
## Iteration 2 lambda =  0.5441149 
## Iteration 3 lambda =  0.5399705 
## Iteration 4 lambda =  0.539556 
## Iteration 5 lambda =  0.5395146 
## Iteration 6 lambda =  0.5395104 
## Iteration 7 lambda =  0.53951 
## Iteration 8 lambda =  0.53951 
## Iteration 1 lambda =  0.6152144 
## Iteration 2 lambda =  0.5767359 
## Iteration 3 lambda =  0.572888 
## Iteration 4 lambda =  0.5725032 
## Iteration 5 lambda =  0.5724648 
## Iteration 6 lambda =  0.5724609 
## Iteration 7 lambda =  0.5724605 
## Iteration 8 lambda =  0.5724605 
## Iteration 1 lambda =  0.5403944 
## Iteration 2 lambda =  0.4944338 
## Iteration 3 lambda =  0.4898378 
## Iteration 4 lambda =  0.4893781 
## Iteration 5 lambda =  0.4893322 
## Iteration 6 lambda =  0.4893276 
## Iteration 7 lambda =  0.4893271 
## Iteration 8 lambda =  0.4893271 
## Iteration 1 lambda =  0.62196 
## Iteration 2 lambda =  0.584156 
## Iteration 3 lambda =  0.5803756 
## Iteration 4 lambda =  0.5799976 
## Iteration 5 lambda =  0.5799598 
## Iteration 6 lambda =  0.579956 
## Iteration 7 lambda =  0.5799556 
## Iteration 8 lambda =  0.5799556 
## Iteration 1 lambda =  0.5080207 
## Iteration 2 lambda =  0.4588228 
## Iteration 3 lambda =  0.453903 
## Iteration 4 lambda =  0.453411 
## Iteration 5 lambda =  0.4533618 
## Iteration 6 lambda =  0.4533569 
## Iteration 7 lambda =  0.4533564 
## Iteration 8 lambda =  0.4533564 
## Iteration 1 lambda =  0.480128 
## Iteration 2 lambda =  0.4281408 
## Iteration 3 lambda =  0.4229421 
## Iteration 4 lambda =  0.4224222 
## Iteration 5 lambda =  0.4223702 
## Iteration 6 lambda =  0.422365 
## Iteration 7 lambda =  0.4223645 
## Iteration 8 lambda =  0.4223644 
## Iteration 1 lambda =  0.5816922 
## Iteration 2 lambda =  0.5398614 
## Iteration 3 lambda =  0.5356783 
## Iteration 4 lambda =  0.53526 
## Iteration 5 lambda =  0.5352182 
## Iteration 6 lambda =  0.535214 
## Iteration 7 lambda =  0.5352136 
## Iteration 8 lambda =  0.5352135 
## Iteration 1 lambda =  0.5052264 
## Iteration 2 lambda =  0.4557491 
## Iteration 3 lambda =  0.4508013 
## Iteration 4 lambda =  0.4503066 
## Iteration 5 lambda =  0.4502571 
## Iteration 6 lambda =  0.4502521 
## Iteration 7 lambda =  0.4502516 
## Iteration 8 lambda =  0.4502516 
## Iteration 1 lambda =  0.6426263 
## Iteration 2 lambda =  0.6068889 
## Iteration 3 lambda =  0.6033152 
## Iteration 4 lambda =  0.6029578 
## Iteration 5 lambda =  0.6029221 
## Iteration 6 lambda =  0.6029185 
## Iteration 7 lambda =  0.6029181 
## Iteration 8 lambda =  0.6029181 
## Iteration 1 lambda =  0.5046027 
## Iteration 2 lambda =  0.455063 
## Iteration 3 lambda =  0.450109 
## Iteration 4 lambda =  0.4496136 
## Iteration 5 lambda =  0.4495641 
## Iteration 6 lambda =  0.4495591 
## Iteration 7 lambda =  0.4495586 
## Iteration 8 lambda =  0.4495586 
## Iteration 1 lambda =  0.4882787 
## Iteration 2 lambda =  0.4371066 
## Iteration 3 lambda =  0.4319894 
## Iteration 4 lambda =  0.4314777 
## Iteration 5 lambda =  0.4314265 
## Iteration 6 lambda =  0.4314214 
## Iteration 7 lambda =  0.4314208 
## Iteration 8 lambda =  0.4314208 
## Iteration 1 lambda =  0.4948816 
## Iteration 2 lambda =  0.4443698 
## Iteration 3 lambda =  0.4393186 
## Iteration 4 lambda =  0.4388135 
## Iteration 5 lambda =  0.438763 
## Iteration 6 lambda =  0.4387579 
## Iteration 7 lambda =  0.4387574 
## Iteration 8 lambda =  0.4387574 
## Iteration 1 lambda =  0.3986397 
## Iteration 2 lambda =  0.3385037 
## Iteration 3 lambda =  0.3324901 
## Iteration 4 lambda =  0.3318887 
## Iteration 5 lambda =  0.3318286 
## Iteration 6 lambda =  0.3318226 
## Iteration 7 lambda =  0.331822 
## Iteration 8 lambda =  0.3318219 
## Iteration 1 lambda =  0.5298795 
## Iteration 2 lambda =  0.4828674 
## Iteration 3 lambda =  0.4781662 
## Iteration 4 lambda =  0.4776961 
## Iteration 5 lambda =  0.4776491 
## Iteration 6 lambda =  0.4776444 
## Iteration 7 lambda =  0.4776439 
## Iteration 8 lambda =  0.4776439 
## Iteration 1 lambda =  0.5661598 
## Iteration 2 lambda =  0.5227758 
## Iteration 3 lambda =  0.5184374 
## Iteration 4 lambda =  0.5180036 
## Iteration 5 lambda =  0.5179602 
## Iteration 6 lambda =  0.5179558 
## Iteration 7 lambda =  0.5179554 
## Iteration 8 lambda =  0.5179554 
## Iteration 1 lambda =  0.5709562 
## Iteration 2 lambda =  0.5280518 
## Iteration 3 lambda =  0.5237614 
## Iteration 4 lambda =  0.5233324 
## Iteration 5 lambda =  0.5232894 
## Iteration 6 lambda =  0.5232852 
## Iteration 7 lambda =  0.5232847 
## Iteration 8 lambda =  0.5232847 
## Iteration 1 lambda =  0.5593322 
## Iteration 2 lambda =  0.5152654 
## Iteration 3 lambda =  0.5108587 
## Iteration 4 lambda =  0.510418 
## Iteration 5 lambda =  0.510374 
## Iteration 6 lambda =  0.5103696 
## Iteration 7 lambda =  0.5103691 
## Iteration 8 lambda =  0.5103691 
## Iteration 1 lambda =  0.5251784 
## Iteration 2 lambda =  0.4776962 
## Iteration 3 lambda =  0.472948 
## Iteration 4 lambda =  0.4724732 
## Iteration 5 lambda =  0.4724257 
## Iteration 6 lambda =  0.472421 
## Iteration 7 lambda =  0.4724205 
## Iteration 8 lambda =  0.4724204 
## Iteration 1 lambda =  0.5428486 
## Iteration 2 lambda =  0.4971335 
## Iteration 3 lambda =  0.492562 
## Iteration 4 lambda =  0.4921048 
## Iteration 5 lambda =  0.4920591 
## Iteration 6 lambda =  0.4920545 
## Iteration 7 lambda =  0.4920541 
## Iteration 8 lambda =  0.492054 
## Iteration 1 lambda =  0.4943066 
## Iteration 2 lambda =  0.4437372 
## Iteration 3 lambda =  0.4386803 
## Iteration 4 lambda =  0.4381746 
## Iteration 5 lambda =  0.438124 
## Iteration 6 lambda =  0.438119 
## Iteration 7 lambda =  0.4381185 
## Iteration 8 lambda =  0.4381184 
## Iteration 1 lambda =  0.5894521 
## Iteration 2 lambda =  0.5483974 
## Iteration 3 lambda =  0.5442919 
## Iteration 4 lambda =  0.5438813 
## Iteration 5 lambda =  0.5438403 
## Iteration 6 lambda =  0.5438362 
## Iteration 7 lambda =  0.5438358 
## Iteration 8 lambda =  0.5438357 
## Iteration 1 lambda =  0.5116229 
## Iteration 2 lambda =  0.4627852 
## Iteration 3 lambda =  0.4579014 
## Iteration 4 lambda =  0.457413 
## Iteration 5 lambda =  0.4573642 
## Iteration 6 lambda =  0.4573593 
## Iteration 7 lambda =  0.4573588 
## Iteration 8 lambda =  0.4573588 
## Iteration 1 lambda =  0.4600099 
## Iteration 2 lambda =  0.4060109 
## Iteration 3 lambda =  0.400611 
## Iteration 4 lambda =  0.400071 
## Iteration 5 lambda =  0.400017 
## Iteration 6 lambda =  0.4000116 
## Iteration 7 lambda =  0.400011 
## Iteration 8 lambda =  0.400011 
## Iteration 1 lambda =  0.4983334 
## Iteration 2 lambda =  0.4481668 
## Iteration 3 lambda =  0.4431501 
## Iteration 4 lambda =  0.4426484 
## Iteration 5 lambda =  0.4425983 
## Iteration 6 lambda =  0.4425932 
## Iteration 7 lambda =  0.4425927 
## Iteration 8 lambda =  0.4425927 
## Iteration 1 lambda =  0.4982415 
## Iteration 2 lambda =  0.4480656 
## Iteration 3 lambda =  0.443048 
## Iteration 4 lambda =  0.4425463 
## Iteration 5 lambda =  0.4424961 
## Iteration 6 lambda =  0.4424911 
## Iteration 7 lambda =  0.4424906 
## Iteration 8 lambda =  0.4424905 
## Iteration 1 lambda =  0.5896749 
## Iteration 2 lambda =  0.5486424 
## Iteration 3 lambda =  0.5445391 
## Iteration 4 lambda =  0.5441288 
## Iteration 5 lambda =  0.5440878 
## Iteration 6 lambda =  0.5440837 
## Iteration 7 lambda =  0.5440833 
## Iteration 8 lambda =  0.5440832 
## Iteration 1 lambda =  0.6178228 
## Iteration 2 lambda =  0.5796051 
## Iteration 3 lambda =  0.5757833 
## Iteration 4 lambda =  0.5754012 
## Iteration 5 lambda =  0.5753629 
## Iteration 6 lambda =  0.5753591 
## Iteration 7 lambda =  0.5753587 
## Iteration 8 lambda =  0.5753587 
## Iteration 1 lambda =  0.5026141 
## Iteration 2 lambda =  0.4528755 
## Iteration 3 lambda =  0.4479017 
## Iteration 4 lambda =  0.4474043 
## Iteration 5 lambda =  0.4473545 
## Iteration 6 lambda =  0.4473496 
## Iteration 7 lambda =  0.4473491 
## Iteration 8 lambda =  0.447349 
## Iteration 1 lambda =  0.541167 
## Iteration 2 lambda =  0.4952837 
## Iteration 3 lambda =  0.4906954 
## Iteration 4 lambda =  0.4902365 
## Iteration 5 lambda =  0.4901907 
## Iteration 6 lambda =  0.4901861 
## Iteration 7 lambda =  0.4901856 
## Iteration 8 lambda =  0.4901856 
## Iteration 1 lambda =  0.5797947 
## Iteration 2 lambda =  0.5377741 
## Iteration 3 lambda =  0.5335721 
## Iteration 4 lambda =  0.5331519 
## Iteration 5 lambda =  0.5331098 
## Iteration 6 lambda =  0.5331056 
## Iteration 7 lambda =  0.5331052 
## Iteration 8 lambda =  0.5331052 
## Iteration 1 lambda =  0.5969148 
## Iteration 2 lambda =  0.5566063 
## Iteration 3 lambda =  0.5525754 
## Iteration 4 lambda =  0.5521724 
## Iteration 5 lambda =  0.552132 
## Iteration 6 lambda =  0.552128 
## Iteration 7 lambda =  0.5521276 
## Iteration 8 lambda =  0.5521276 
## Iteration 1 lambda =  0.6483639 
## Iteration 2 lambda =  0.6132003 
## Iteration 3 lambda =  0.6096839 
## Iteration 4 lambda =  0.6093323 
## Iteration 5 lambda =  0.6092971 
## Iteration 6 lambda =  0.6092936 
## Iteration 7 lambda =  0.6092933 
## Iteration 8 lambda =  0.6092932 
## Iteration 1 lambda =  0.5725838 
## Iteration 2 lambda =  0.5298421 
## Iteration 3 lambda =  0.525568 
## Iteration 4 lambda =  0.5251405 
## Iteration 5 lambda =  0.5250978 
## Iteration 6 lambda =  0.5250935 
## Iteration 7 lambda =  0.5250931 
## Iteration 8 lambda =  0.5250931 
## Iteration 1 lambda =  0.5338894 
## Iteration 2 lambda =  0.4872784 
## Iteration 3 lambda =  0.4826173 
## Iteration 4 lambda =  0.4821512 
## Iteration 5 lambda =  0.4821045 
## Iteration 6 lambda =  0.4820999 
## Iteration 7 lambda =  0.4820994 
## Iteration 8 lambda =  0.4820994 
## Iteration 1 lambda =  0.5057385 
## Iteration 2 lambda =  0.4563124 
## Iteration 3 lambda =  0.4513698 
## Iteration 4 lambda =  0.4508755 
## Iteration 5 lambda =  0.4508261 
## Iteration 6 lambda =  0.4508212 
## Iteration 7 lambda =  0.4508207 
## Iteration 8 lambda =  0.4508206 
## Iteration 1 lambda =  0.469364 
## Iteration 2 lambda =  0.4163004 
## Iteration 3 lambda =  0.410994 
## Iteration 4 lambda =  0.4104634 
## Iteration 5 lambda =  0.4104103 
## Iteration 6 lambda =  0.410405 
## Iteration 7 lambda =  0.4104045 
## Iteration 8 lambda =  0.4104044 
## Iteration 1 lambda =  0.5099052 
## Iteration 2 lambda =  0.4608957 
## Iteration 3 lambda =  0.4559948 
## Iteration 4 lambda =  0.4555047 
## Iteration 5 lambda =  0.4554557 
## Iteration 6 lambda =  0.4554508 
## Iteration 7 lambda =  0.4554503 
## Iteration 8 lambda =  0.4554502 
## Iteration 1 lambda =  0.5141899 
## Iteration 2 lambda =  0.4656089 
## Iteration 3 lambda =  0.4607508 
## Iteration 4 lambda =  0.460265 
## Iteration 5 lambda =  0.4602164 
## Iteration 6 lambda =  0.4602115 
## Iteration 7 lambda =  0.4602111 
## Iteration 8 lambda =  0.460211 
## Iteration 1 lambda =  0.5301847 
## Iteration 2 lambda =  0.4832031 
## Iteration 3 lambda =  0.478505 
## Iteration 4 lambda =  0.4780352 
## Iteration 5 lambda =  0.4779882 
## Iteration 6 lambda =  0.4779835 
## Iteration 7 lambda =  0.477983 
## Iteration 8 lambda =  0.477983 
## Iteration 1 lambda =  0.5242541 
## Iteration 2 lambda =  0.4766795 
## Iteration 3 lambda =  0.471922 
## Iteration 4 lambda =  0.4714463 
## Iteration 5 lambda =  0.4713987 
## Iteration 6 lambda =  0.471394 
## Iteration 7 lambda =  0.4713935 
## Iteration 8 lambda =  0.4713934 
## Iteration 1 lambda =  0.5024954 
## Iteration 2 lambda =  0.452745 
## Iteration 3 lambda =  0.4477699 
## Iteration 4 lambda =  0.4472724 
## Iteration 5 lambda =  0.4472227 
## Iteration 6 lambda =  0.4472177 
## Iteration 7 lambda =  0.4472172 
## Iteration 8 lambda =  0.4472172 
## Iteration 1 lambda =  0.5545267 
## Iteration 2 lambda =  0.5099793 
## Iteration 3 lambda =  0.5055246 
## Iteration 4 lambda =  0.5050791 
## Iteration 5 lambda =  0.5050346 
## Iteration 6 lambda =  0.5050301 
## Iteration 7 lambda =  0.5050297 
## Iteration 8 lambda =  0.5050296 
## Iteration 1 lambda =  0.5086911 
## Iteration 2 lambda =  0.4595602 
## Iteration 3 lambda =  0.4546471 
## Iteration 4 lambda =  0.4541558 
## Iteration 5 lambda =  0.4541067 
## Iteration 6 lambda =  0.4541017 
## Iteration 7 lambda =  0.4541013 
## Iteration 8 lambda =  0.4541012 
## Iteration 1 lambda =  0.5426203 
## Iteration 2 lambda =  0.4968823 
## Iteration 3 lambda =  0.4923085 
## Iteration 4 lambda =  0.4918511 
## Iteration 5 lambda =  0.4918054 
## Iteration 6 lambda =  0.4918008 
## Iteration 7 lambda =  0.4918003 
## Iteration 8 lambda =  0.4918003 
## Iteration 1 lambda =  0.581735 
## Iteration 2 lambda =  0.5399084 
## Iteration 3 lambda =  0.5357258 
## Iteration 4 lambda =  0.5353075 
## Iteration 5 lambda =  0.5352657 
## Iteration 6 lambda =  0.5352615 
## Iteration 7 lambda =  0.5352611 
## Iteration 8 lambda =  0.5352611 
## Iteration 1 lambda =  0.4952546 
## Iteration 2 lambda =  0.4447801 
## Iteration 3 lambda =  0.4397327 
## Iteration 4 lambda =  0.4392279 
## Iteration 5 lambda =  0.4391774 
## Iteration 6 lambda =  0.4391724 
## Iteration 7 lambda =  0.4391719 
## Iteration 8 lambda =  0.4391718 
## Iteration 1 lambda =  0.5514185 
## Iteration 2 lambda =  0.5065604 
## Iteration 3 lambda =  0.5020746 
## Iteration 4 lambda =  0.501626 
## Iteration 5 lambda =  0.5015811 
## Iteration 6 lambda =  0.5015766 
## Iteration 7 lambda =  0.5015762 
## Iteration 8 lambda =  0.5015761 
## Iteration 1 lambda =  0.5445863 
## Iteration 2 lambda =  0.4990449 
## Iteration 3 lambda =  0.4944908 
## Iteration 4 lambda =  0.4940354 
## Iteration 5 lambda =  0.4939898 
## Iteration 6 lambda =  0.4939853 
## Iteration 7 lambda =  0.4939848 
## Iteration 8 lambda =  0.4939848 
## Iteration 1 lambda =  0.5560201 
## Iteration 2 lambda =  0.5116222 
## Iteration 3 lambda =  0.5071824 
## Iteration 4 lambda =  0.5067384 
## Iteration 5 lambda =  0.506694 
## Iteration 6 lambda =  0.5066895 
## Iteration 7 lambda =  0.5066891 
## Iteration 8 lambda =  0.5066891 
## Iteration 1 lambda =  0.5282887 
## Iteration 2 lambda =  0.4811176 
## Iteration 3 lambda =  0.4764005 
## Iteration 4 lambda =  0.4759288 
## Iteration 5 lambda =  0.4758816 
## Iteration 6 lambda =  0.4758769 
## Iteration 7 lambda =  0.4758764 
## Iteration 8 lambda =  0.4758764 
## Iteration 1 lambda =  0.5559414 
## Iteration 2 lambda =  0.5115355 
## Iteration 3 lambda =  0.5070949 
## Iteration 4 lambda =  0.5066508 
## Iteration 5 lambda =  0.5066064 
## Iteration 6 lambda =  0.506602 
## Iteration 7 lambda =  0.5066016 
## Iteration 8 lambda =  0.5066015 
## Iteration 1 lambda =  0.550797 
## Iteration 2 lambda =  0.5058767 
## Iteration 3 lambda =  0.5013847 
## Iteration 4 lambda =  0.5009355 
## Iteration 5 lambda =  0.5008906 
## Iteration 6 lambda =  0.5008861 
## Iteration 7 lambda =  0.5008856 
## Iteration 8 lambda =  0.5008856 
## Iteration 1 lambda =  0.6194848 
## Iteration 2 lambda =  0.5814333 
## Iteration 3 lambda =  0.5776281 
## Iteration 4 lambda =  0.5772476 
## Iteration 5 lambda =  0.5772096 
## Iteration 6 lambda =  0.5772058 
## Iteration 7 lambda =  0.5772054 
## Iteration 8 lambda =  0.5772054 
## Iteration 1 lambda =  0.4803531 
## Iteration 2 lambda =  0.4283884 
## Iteration 3 lambda =  0.4231919 
## Iteration 4 lambda =  0.4226723 
## Iteration 5 lambda =  0.4226203 
## Iteration 6 lambda =  0.4226151 
## Iteration 7 lambda =  0.4226146 
## Iteration 8 lambda =  0.4226145 
## Iteration 1 lambda =  0.5359122 
## Iteration 2 lambda =  0.4895034 
## Iteration 3 lambda =  0.4848625 
## Iteration 4 lambda =  0.4843985 
## Iteration 5 lambda =  0.484352 
## Iteration 6 lambda =  0.4843474 
## Iteration 7 lambda =  0.4843469 
## Iteration 8 lambda =  0.4843469 
## Iteration 1 lambda =  0.5965358 
## Iteration 2 lambda =  0.5561893 
## Iteration 3 lambda =  0.5521547 
## Iteration 4 lambda =  0.5517512 
## Iteration 5 lambda =  0.5517109 
## Iteration 6 lambda =  0.5517068 
## Iteration 7 lambda =  0.5517064 
## Iteration 8 lambda =  0.5517064 
## Iteration 1 lambda =  0.5982784 
## Iteration 2 lambda =  0.5581063 
## Iteration 3 lambda =  0.5540891 
## Iteration 4 lambda =  0.5536873 
## Iteration 5 lambda =  0.5536472 
## Iteration 6 lambda =  0.5536432 
## Iteration 7 lambda =  0.5536427 
## Iteration 8 lambda =  0.5536427 
## Iteration 1 lambda =  0.5489616 
## Iteration 2 lambda =  0.5038578 
## Iteration 3 lambda =  0.4993474 
## Iteration 4 lambda =  0.4988964 
## Iteration 5 lambda =  0.4988513 
## Iteration 6 lambda =  0.4988468 
## Iteration 7 lambda =  0.4988463 
## Iteration 8 lambda =  0.4988463 
## Iteration 1 lambda =  0.5733386 
## Iteration 2 lambda =  0.5306725 
## Iteration 3 lambda =  0.5264058 
## Iteration 4 lambda =  0.5259792 
## Iteration 5 lambda =  0.5259365 
## Iteration 6 lambda =  0.5259323 
## Iteration 7 lambda =  0.5259318 
## Iteration 8 lambda =  0.5259318 
## Iteration 1 lambda =  0.4954291 
## Iteration 2 lambda =  0.444972 
## Iteration 3 lambda =  0.4399263 
## Iteration 4 lambda =  0.4394217 
## Iteration 5 lambda =  0.4393713 
## Iteration 6 lambda =  0.4393662 
## Iteration 7 lambda =  0.4393657 
## Iteration 8 lambda =  0.4393657 
## Iteration 1 lambda =  0.6801195 
## Iteration 2 lambda =  0.6481315 
## Iteration 3 lambda =  0.6449327 
## Iteration 4 lambda =  0.6446128 
## Iteration 5 lambda =  0.6445808 
## Iteration 6 lambda =  0.6445776 
## Iteration 7 lambda =  0.6445773 
## Iteration 8 lambda =  0.6445773 
## Iteration 1 lambda =  0.5587866 
## Iteration 2 lambda =  0.5146653 
## Iteration 3 lambda =  0.5102531 
## Iteration 4 lambda =  0.5098119 
## Iteration 5 lambda =  0.5097678 
## Iteration 6 lambda =  0.5097634 
## Iteration 7 lambda =  0.5097629 
## Iteration 8 lambda =  0.5097629 
## Iteration 1 lambda =  0.5170549 
## Iteration 2 lambda =  0.4687604 
## Iteration 3 lambda =  0.463931 
## Iteration 4 lambda =  0.463448 
## Iteration 5 lambda =  0.4633997 
## Iteration 6 lambda =  0.4633949 
## Iteration 7 lambda =  0.4633944 
## Iteration 8 lambda =  0.4633944 
## Iteration 1 lambda =  0.5242783 
## Iteration 2 lambda =  0.4767061 
## Iteration 3 lambda =  0.4719489 
## Iteration 4 lambda =  0.4714731 
## Iteration 5 lambda =  0.4714256 
## Iteration 6 lambda =  0.4714208 
## Iteration 7 lambda =  0.4714203 
## Iteration 8 lambda =  0.4714203 
## Iteration 1 lambda =  0.5473455 
## Iteration 2 lambda =  0.5020801 
## Iteration 3 lambda =  0.4975536 
## Iteration 4 lambda =  0.4971009 
## Iteration 5 lambda =  0.4970556 
## Iteration 6 lambda =  0.4970511 
## Iteration 7 lambda =  0.4970507 
## Iteration 8 lambda =  0.4970506 
## Iteration 1 lambda =  0.5038038 
## Iteration 2 lambda =  0.4541842 
## Iteration 3 lambda =  0.4492223 
## Iteration 4 lambda =  0.4487261 
## Iteration 5 lambda =  0.4486764 
## Iteration 6 lambda =  0.4486715 
## Iteration 7 lambda =  0.448671 
## Iteration 8 lambda =  0.4486709 
## Iteration 1 lambda =  0.4314933 
## Iteration 2 lambda =  0.3746426 
## Iteration 3 lambda =  0.3689575 
## Iteration 4 lambda =  0.368389 
## Iteration 5 lambda =  0.3683322 
## Iteration 6 lambda =  0.3683265 
## Iteration 7 lambda =  0.3683259 
## Iteration 8 lambda =  0.3683259 
## Iteration 1 lambda =  0.6319528 
## Iteration 2 lambda =  0.595148 
## Iteration 3 lambda =  0.5914676 
## Iteration 4 lambda =  0.5910995 
## Iteration 5 lambda =  0.5910627 
## Iteration 6 lambda =  0.591059 
## Iteration 7 lambda =  0.5910587 
## Iteration 8 lambda =  0.5910586 
## Iteration 1 lambda =  0.6033725 
## Iteration 2 lambda =  0.5637097 
## Iteration 3 lambda =  0.5597435 
## Iteration 4 lambda =  0.5593468 
## Iteration 5 lambda =  0.5593072 
## Iteration 6 lambda =  0.5593032 
## Iteration 7 lambda =  0.5593028 
## Iteration 8 lambda =  0.5593028 
## Iteration 1 lambda =  0.4885017 
## Iteration 2 lambda =  0.4373519 
## Iteration 3 lambda =  0.4322369 
## Iteration 4 lambda =  0.4317254 
## Iteration 5 lambda =  0.4316743 
## Iteration 6 lambda =  0.4316691 
## Iteration 7 lambda =  0.4316686 
## Iteration 8 lambda =  0.4316686 
## Iteration 1 lambda =  0.510137 
## Iteration 2 lambda =  0.4611507 
## Iteration 3 lambda =  0.4562521 
## Iteration 4 lambda =  0.4557622 
## Iteration 5 lambda =  0.4557132 
## Iteration 6 lambda =  0.4557083 
## Iteration 7 lambda =  0.4557078 
## Iteration 8 lambda =  0.4557078 
## Iteration 1 lambda =  0.5893488 
## Iteration 2 lambda =  0.5482836 
## Iteration 3 lambda =  0.5441771 
## Iteration 4 lambda =  0.5437665 
## Iteration 5 lambda =  0.5437254 
## Iteration 6 lambda =  0.5437213 
## Iteration 7 lambda =  0.5437209 
## Iteration 8 lambda =  0.5437208 
## Iteration 1 lambda =  0.5120512 
## Iteration 2 lambda =  0.4632563 
## Iteration 3 lambda =  0.4583768 
## Iteration 4 lambda =  0.4578889 
## Iteration 5 lambda =  0.4578401 
## Iteration 6 lambda =  0.4578352 
## Iteration 7 lambda =  0.4578347 
## Iteration 8 lambda =  0.4578347 
## Iteration 1 lambda =  0.6343123 
## Iteration 2 lambda =  0.5977435 
## Iteration 3 lambda =  0.5940866 
## Iteration 4 lambda =  0.593721 
## Iteration 5 lambda =  0.5936844 
## Iteration 6 lambda =  0.5936807 
## Iteration 7 lambda =  0.5936804 
## Iteration 8 lambda =  0.5936803 
## Iteration 1 lambda =  0.5155078 
## Iteration 2 lambda =  0.4670585 
## Iteration 3 lambda =  0.4622136 
## Iteration 4 lambda =  0.4617291 
## Iteration 5 lambda =  0.4616807 
## Iteration 6 lambda =  0.4616758 
## Iteration 7 lambda =  0.4616753 
## Iteration 8 lambda =  0.4616753 
## Iteration 1 lambda =  0.5431522 
## Iteration 2 lambda =  0.4974674 
## Iteration 3 lambda =  0.4928989 
## Iteration 4 lambda =  0.4924421 
## Iteration 5 lambda =  0.4923964 
## Iteration 6 lambda =  0.4923918 
## Iteration 7 lambda =  0.4923913 
## Iteration 8 lambda =  0.4923913 
## Iteration 1 lambda =  0.4943041 
## Iteration 2 lambda =  0.4437345 
## Iteration 3 lambda =  0.4386775 
## Iteration 4 lambda =  0.4381718 
## Iteration 5 lambda =  0.4381212 
## Iteration 6 lambda =  0.4381162 
## Iteration 7 lambda =  0.4381157 
## Iteration 8 lambda =  0.4381156 
## Iteration 1 lambda =  0.5873849 
## Iteration 2 lambda =  0.5461233 
## Iteration 3 lambda =  0.5419972 
## Iteration 4 lambda =  0.5415846 
## Iteration 5 lambda =  0.5415433 
## Iteration 6 lambda =  0.5415392 
## Iteration 7 lambda =  0.5415388 
## Iteration 8 lambda =  0.5415387 
## Iteration 1 lambda =  0.4777737 
## Iteration 2 lambda =  0.425551 
## Iteration 3 lambda =  0.4203288 
## Iteration 4 lambda =  0.4198065 
## Iteration 5 lambda =  0.4197543 
## Iteration 6 lambda =  0.4197491 
## Iteration 7 lambda =  0.4197486 
## Iteration 8 lambda =  0.4197485 
## Iteration 1 lambda =  0.6098158 
## Iteration 2 lambda =  0.5707974 
## Iteration 3 lambda =  0.5668956 
## Iteration 4 lambda =  0.5665054 
## Iteration 5 lambda =  0.5664664 
## Iteration 6 lambda =  0.5664625 
## Iteration 7 lambda =  0.5664621 
## Iteration 8 lambda =  0.5664621 
## Iteration 1 lambda =  0.513056 
## Iteration 2 lambda =  0.4643616 
## Iteration 3 lambda =  0.4594921 
## Iteration 4 lambda =  0.4590052 
## Iteration 5 lambda =  0.4589565 
## Iteration 6 lambda =  0.4589516 
## Iteration 7 lambda =  0.4589511 
## Iteration 8 lambda =  0.4589511 
## Iteration 1 lambda =  0.4426741 
## Iteration 2 lambda =  0.3869415 
## Iteration 3 lambda =  0.3813682 
## Iteration 4 lambda =  0.3808109 
## Iteration 5 lambda =  0.3807552 
## Iteration 6 lambda =  0.3807496 
## Iteration 7 lambda =  0.380749 
## Iteration 8 lambda =  0.380749 
## Iteration 1 lambda =  0.5578277 
## Iteration 2 lambda =  0.5136105 
## Iteration 3 lambda =  0.5091888 
## Iteration 4 lambda =  0.5087466 
## Iteration 5 lambda =  0.5087024 
## Iteration 6 lambda =  0.5086979 
## Iteration 7 lambda =  0.5086975 
## Iteration 8 lambda =  0.5086975 
## Iteration 1 lambda =  0.6722177 
## Iteration 2 lambda =  0.6394395 
## Iteration 3 lambda =  0.6361616 
## Iteration 4 lambda =  0.6358339 
## Iteration 5 lambda =  0.6358011 
## Iteration 6 lambda =  0.6357978 
## Iteration 7 lambda =  0.6357975 
## Iteration 8 lambda =  0.6357974 
## Iteration 1 lambda =  0.5920137 
## Iteration 2 lambda =  0.5512151 
## Iteration 3 lambda =  0.5471352 
## Iteration 4 lambda =  0.5467272 
## Iteration 5 lambda =  0.5466864 
## Iteration 6 lambda =  0.5466824 
## Iteration 7 lambda =  0.546682 
## Iteration 8 lambda =  0.5466819 
## Iteration 1 lambda =  0.5248082 
## Iteration 2 lambda =  0.477289 
## Iteration 3 lambda =  0.4725371 
## Iteration 4 lambda =  0.4720619 
## Iteration 5 lambda =  0.4720144 
## Iteration 6 lambda =  0.4720096 
## Iteration 7 lambda =  0.4720092 
## Iteration 8 lambda =  0.4720091 
## Iteration 1 lambda =  0.5381321 
## Iteration 2 lambda =  0.4919454 
## Iteration 3 lambda =  0.4873267 
## Iteration 4 lambda =  0.4868648 
## Iteration 5 lambda =  0.4868186 
## Iteration 6 lambda =  0.486814 
## Iteration 7 lambda =  0.4868135 
## Iteration 8 lambda =  0.4868135 
## Iteration 1 lambda =  0.565251 
## Iteration 2 lambda =  0.5217761 
## Iteration 3 lambda =  0.5174286 
## Iteration 4 lambda =  0.5169938 
## Iteration 5 lambda =  0.5169504 
## Iteration 6 lambda =  0.516946 
## Iteration 7 lambda =  0.5169456 
## Iteration 8 lambda =  0.5169455 
## Iteration 1 lambda =  0.6108162 
## Iteration 2 lambda =  0.5718979 
## Iteration 3 lambda =  0.568006 
## Iteration 4 lambda =  0.5676168 
## Iteration 5 lambda =  0.5675779 
## Iteration 6 lambda =  0.567574 
## Iteration 7 lambda =  0.5675736 
## Iteration 8 lambda =  0.5675736 
## Iteration 1 lambda =  0.6015588 
## Iteration 2 lambda =  0.5617147 
## Iteration 3 lambda =  0.5577303 
## Iteration 4 lambda =  0.5573319 
## Iteration 5 lambda =  0.557292 
## Iteration 6 lambda =  0.557288 
## Iteration 7 lambda =  0.5572876 
## Iteration 8 lambda =  0.5572876 
## Iteration 1 lambda =  0.5724694 
## Iteration 2 lambda =  0.5297163 
## Iteration 3 lambda =  0.525441 
## Iteration 4 lambda =  0.5250135 
## Iteration 5 lambda =  0.5249707 
## Iteration 6 lambda =  0.5249665 
## Iteration 7 lambda =  0.524966 
## Iteration 8 lambda =  0.524966 
## Iteration 1 lambda =  0.4972565 
## Iteration 2 lambda =  0.4469821 
## Iteration 3 lambda =  0.4419547 
## Iteration 4 lambda =  0.4414519 
## Iteration 5 lambda =  0.4414017 
## Iteration 6 lambda =  0.4413966 
## Iteration 7 lambda =  0.4413961 
## Iteration 8 lambda =  0.4413961 
## Iteration 1 lambda =  0.5011227 
## Iteration 2 lambda =  0.4512349 
## Iteration 3 lambda =  0.4462462 
## Iteration 4 lambda =  0.4457473 
## Iteration 5 lambda =  0.4456974 
## Iteration 6 lambda =  0.4456924 
## Iteration 7 lambda =  0.4456919 
## Iteration 8 lambda =  0.4456919 
## Iteration 1 lambda =  0.5021747 
## Iteration 2 lambda =  0.4523922 
## Iteration 3 lambda =  0.447414 
## Iteration 4 lambda =  0.4469161 
## Iteration 5 lambda =  0.4468664 
## Iteration 6 lambda =  0.4468614 
## Iteration 7 lambda =  0.4468609 
## Iteration 8 lambda =  0.4468608 
## Iteration 1 lambda =  0.6771519 
## Iteration 2 lambda =  0.6448671 
## Iteration 3 lambda =  0.6416386 
## Iteration 4 lambda =  0.6413158 
## Iteration 5 lambda =  0.6412835 
## Iteration 6 lambda =  0.6412803 
## Iteration 7 lambda =  0.64128 
## Iteration 8 lambda =  0.6412799 
## Iteration 1 lambda =  0.5717859 
## Iteration 2 lambda =  0.5289644 
## Iteration 3 lambda =  0.5246823 
## Iteration 4 lambda =  0.5242541 
## Iteration 5 lambda =  0.5242113 
## Iteration 6 lambda =  0.524207 
## Iteration 7 lambda =  0.5242065 
## Iteration 8 lambda =  0.5242065 
## Iteration 1 lambda =  0.4992717 
## Iteration 2 lambda =  0.4491989 
## Iteration 3 lambda =  0.4441916 
## Iteration 4 lambda =  0.4436909 
## Iteration 5 lambda =  0.4436408 
## Iteration 6 lambda =  0.4436358 
## Iteration 7 lambda =  0.4436353 
## Iteration 8 lambda =  0.4436353 
## Iteration 1 lambda =  0.5024254 
## Iteration 2 lambda =  0.4526679 
## Iteration 3 lambda =  0.4476922 
## Iteration 4 lambda =  0.4471946 
## Iteration 5 lambda =  0.4471449 
## Iteration 6 lambda =  0.4471399 
## Iteration 7 lambda =  0.4471394 
## Iteration 8 lambda =  0.4471393 
## Iteration 1 lambda =  0.6698812 
## Iteration 2 lambda =  0.6368693 
## Iteration 3 lambda =  0.6335681 
## Iteration 4 lambda =  0.633238 
## Iteration 5 lambda =  0.633205 
## Iteration 6 lambda =  0.6332017 
## Iteration 7 lambda =  0.6332013 
## Iteration 8 lambda =  0.6332013 
## Iteration 1 lambda =  0.5132006 
## Iteration 2 lambda =  0.4645207 
## Iteration 3 lambda =  0.4596527 
## Iteration 4 lambda =  0.4591659 
## Iteration 5 lambda =  0.4591172 
## Iteration 6 lambda =  0.4591123 
## Iteration 7 lambda =  0.4591118 
## Iteration 8 lambda =  0.4591118 
## Iteration 1 lambda =  0.6052471 
## Iteration 2 lambda =  0.5657718 
## Iteration 3 lambda =  0.5618243 
## Iteration 4 lambda =  0.5614295 
## Iteration 5 lambda =  0.56139 
## Iteration 6 lambda =  0.5613861 
## Iteration 7 lambda =  0.5613857 
## Iteration 8 lambda =  0.5613857 
## Iteration 1 lambda =  0.6010181 
## Iteration 2 lambda =  0.5611199 
## Iteration 3 lambda =  0.5571301 
## Iteration 4 lambda =  0.5567311 
## Iteration 5 lambda =  0.5566912 
## Iteration 6 lambda =  0.5566872 
## Iteration 7 lambda =  0.5566868 
## Iteration 8 lambda =  0.5566868 
## Iteration 1 lambda =  0.6592857 
## Iteration 2 lambda =  0.6252143 
## Iteration 3 lambda =  0.6218071 
## Iteration 4 lambda =  0.6214664 
## Iteration 5 lambda =  0.6214323 
## Iteration 6 lambda =  0.6214289 
## Iteration 7 lambda =  0.6214286 
## Iteration 8 lambda =  0.6214286 
## Iteration 1 lambda =  0.4327744 
## Iteration 2 lambda =  0.3760519 
## Iteration 3 lambda =  0.3703796 
## Iteration 4 lambda =  0.3698124 
## Iteration 5 lambda =  0.3697557 
## Iteration 6 lambda =  0.36975 
## Iteration 7 lambda =  0.3697494 
## Iteration 8 lambda =  0.3697494 
## Iteration 1 lambda =  0.4928953 
## Iteration 2 lambda =  0.4421848 
## Iteration 3 lambda =  0.4371138 
## Iteration 4 lambda =  0.4366067 
## Iteration 5 lambda =  0.436556 
## Iteration 6 lambda =  0.4365509 
## Iteration 7 lambda =  0.4365504 
## Iteration 8 lambda =  0.4365503 
## Iteration 1 lambda =  0.5718075 
## Iteration 2 lambda =  0.5289883 
## Iteration 3 lambda =  0.5247064 
## Iteration 4 lambda =  0.5242782 
## Iteration 5 lambda =  0.5242354 
## Iteration 6 lambda =  0.5242311 
## Iteration 7 lambda =  0.5242307 
## Iteration 8 lambda =  0.5242306 
## Iteration 1 lambda =  0.5139291 
## Iteration 2 lambda =  0.465322 
## Iteration 3 lambda =  0.4604613 
## Iteration 4 lambda =  0.4599752 
## Iteration 5 lambda =  0.4599266 
## Iteration 6 lambda =  0.4599217 
## Iteration 7 lambda =  0.4599212 
## Iteration 8 lambda =  0.4599212 
## Iteration 1 lambda =  0.5165922 
## Iteration 2 lambda =  0.4682514 
## Iteration 3 lambda =  0.4634173 
## Iteration 4 lambda =  0.4629339 
## Iteration 5 lambda =  0.4628856 
## Iteration 6 lambda =  0.4628807 
## Iteration 7 lambda =  0.4628802 
## Iteration 8 lambda =  0.4628802 
## Iteration 1 lambda =  0.5270941 
## Iteration 2 lambda =  0.4798035 
## Iteration 3 lambda =  0.4750745 
## Iteration 4 lambda =  0.4746016 
## Iteration 5 lambda =  0.4745543 
## Iteration 6 lambda =  0.4745496 
## Iteration 7 lambda =  0.4745491 
## Iteration 8 lambda =  0.474549 
## Iteration 1 lambda =  0.5990541 
## Iteration 2 lambda =  0.5589595 
## Iteration 3 lambda =  0.55495 
## Iteration 4 lambda =  0.554549 
## Iteration 5 lambda =  0.554509 
## Iteration 6 lambda =  0.5545049 
## Iteration 7 lambda =  0.5545045 
## Iteration 8 lambda =  0.5545045 
## Iteration 1 lambda =  0.6137152 
## Iteration 2 lambda =  0.5750867 
## Iteration 3 lambda =  0.5712238 
## Iteration 4 lambda =  0.5708375 
## Iteration 5 lambda =  0.5707989 
## Iteration 6 lambda =  0.570795 
## Iteration 7 lambda =  0.5707947 
## Iteration 8 lambda =  0.5707946 
## Iteration 1 lambda =  0.5571797 
## Iteration 2 lambda =  0.5128977 
## Iteration 3 lambda =  0.5084695 
## Iteration 4 lambda =  0.5080267 
## Iteration 5 lambda =  0.5079824 
## Iteration 6 lambda =  0.507978 
## Iteration 7 lambda =  0.5079775 
## Iteration 8 lambda =  0.5079775 
## Iteration 1 lambda =  0.5253479 
## Iteration 2 lambda =  0.4778827 
## Iteration 3 lambda =  0.4731361 
## Iteration 4 lambda =  0.4726615 
## Iteration 5 lambda =  0.472614 
## Iteration 6 lambda =  0.4726093 
## Iteration 7 lambda =  0.4726088 
## Iteration 8 lambda =  0.4726088 
## Iteration 1 lambda =  0.5100776 
## Iteration 2 lambda =  0.4610853 
## Iteration 3 lambda =  0.4561861 
## Iteration 4 lambda =  0.4556962 
## Iteration 5 lambda =  0.4556472 
## Iteration 6 lambda =  0.4556423 
## Iteration 7 lambda =  0.4556418 
## Iteration 8 lambda =  0.4556418 
## Iteration 1 lambda =  0.5862806 
## Iteration 2 lambda =  0.5449086 
## Iteration 3 lambda =  0.5407714 
## Iteration 4 lambda =  0.5403577 
## Iteration 5 lambda =  0.5403163 
## Iteration 6 lambda =  0.5403122 
## Iteration 7 lambda =  0.5403118 
## Iteration 8 lambda =  0.5403117 
## Iteration 1 lambda =  0.5108343 
## Iteration 2 lambda =  0.4619178 
## Iteration 3 lambda =  0.4570261 
## Iteration 4 lambda =  0.4565369 
## Iteration 5 lambda =  0.456488 
## Iteration 6 lambda =  0.4564831 
## Iteration 7 lambda =  0.4564826 
## Iteration 8 lambda =  0.4564826 
## Iteration 1 lambda =  0.5981923 
## Iteration 2 lambda =  0.5580116 
## Iteration 3 lambda =  0.5539935 
## Iteration 4 lambda =  0.5535917 
## Iteration 5 lambda =  0.5535515 
## Iteration 6 lambda =  0.5535475 
## Iteration 7 lambda =  0.5535471 
## Iteration 8 lambda =  0.553547 
## Iteration 1 lambda =  0.5391296 
## Iteration 2 lambda =  0.4930425 
## Iteration 3 lambda =  0.4884338 
## Iteration 4 lambda =  0.487973 
## Iteration 5 lambda =  0.4879269 
## Iteration 6 lambda =  0.4879223 
## Iteration 7 lambda =  0.4879218 
## Iteration 8 lambda =  0.4879218 
## Iteration 1 lambda =  0.5074133 
## Iteration 2 lambda =  0.4581546 
## Iteration 3 lambda =  0.4532287 
## Iteration 4 lambda =  0.4527361 
## Iteration 5 lambda =  0.4526869 
## Iteration 6 lambda =  0.4526819 
## Iteration 7 lambda =  0.4526815 
## Iteration 8 lambda =  0.4526814 
## Iteration 1 lambda =  0.6216558 
## Iteration 2 lambda =  0.5838213 
## Iteration 3 lambda =  0.5800379 
## Iteration 4 lambda =  0.5796596 
## Iteration 5 lambda =  0.5796217 
## Iteration 6 lambda =  0.5796179 
## Iteration 7 lambda =  0.5796176 
## Iteration 8 lambda =  0.5796175 
## Iteration 1 lambda =  0.5347299 
## Iteration 2 lambda =  0.4882028 
## Iteration 3 lambda =  0.4835501 
## Iteration 4 lambda =  0.4830849 
## Iteration 5 lambda =  0.4830383 
## Iteration 6 lambda =  0.4830337 
## Iteration 7 lambda =  0.4830332 
## Iteration 8 lambda =  0.4830332 
## Iteration 1 lambda =  0.4665934 
## Iteration 2 lambda =  0.4132527 
## Iteration 3 lambda =  0.4079186 
## Iteration 4 lambda =  0.4073852 
## Iteration 5 lambda =  0.4073319 
## Iteration 6 lambda =  0.4073266 
## Iteration 7 lambda =  0.407326 
## Iteration 8 lambda =  0.407326 
## Iteration 1 lambda =  0.5126476 
## Iteration 2 lambda =  0.4639123 
## Iteration 3 lambda =  0.4590388 
## Iteration 4 lambda =  0.4585514 
## Iteration 5 lambda =  0.4585027 
## Iteration 6 lambda =  0.4584978 
## Iteration 7 lambda =  0.4584973 
## Iteration 8 lambda =  0.4584973 
## Iteration 1 lambda =  0.5081684 
## Iteration 2 lambda =  0.4589852 
## Iteration 3 lambda =  0.4540669 
## Iteration 4 lambda =  0.4535751 
## Iteration 5 lambda =  0.4535259 
## Iteration 6 lambda =  0.453521 
## Iteration 7 lambda =  0.4535205 
## Iteration 8 lambda =  0.4535204 
## Iteration 1 lambda =  0.3914672 
## Iteration 2 lambda =  0.2697606 
## Iteration 3 lambda =  0.2454193 
## Iteration 4 lambda =  0.2405511 
## Iteration 5 lambda =  0.2395774 
## Iteration 6 lambda =  0.2393827 
## Iteration 7 lambda =  0.2393437 
## Iteration 8 lambda =  0.2393359 
## Iteration 9 lambda =  0.2393344 
## Iteration 10 lambda =  0.2393341 
## Iteration 11 lambda =  0.239334 
## Iteration 1 lambda =  0.386759 
## Iteration 2 lambda =  0.2641108 
## Iteration 3 lambda =  0.2395812 
## Iteration 4 lambda =  0.2346752 
## Iteration 5 lambda =  0.2336941 
## Iteration 6 lambda =  0.2334978 
## Iteration 7 lambda =  0.2334586 
## Iteration 8 lambda =  0.2334507 
## Iteration 9 lambda =  0.2334491 
## Iteration 10 lambda =  0.2334488 
## Iteration 11 lambda =  0.2334488 
## Iteration 1 lambda =  0.3960761 
## Iteration 2 lambda =  0.2752913 
## Iteration 3 lambda =  0.2511344 
## Iteration 4 lambda =  0.246303 
## Iteration 5 lambda =  0.2453367 
## Iteration 6 lambda =  0.2451435 
## Iteration 7 lambda =  0.2451048 
## Iteration 8 lambda =  0.2450971 
## Iteration 9 lambda =  0.2450955 
## Iteration 10 lambda =  0.2450952 
## Iteration 11 lambda =  0.2450952 
## Iteration 1 lambda =  0.3968895 
## Iteration 2 lambda =  0.2762674 
## Iteration 3 lambda =  0.252143 
## Iteration 4 lambda =  0.2473181 
## Iteration 5 lambda =  0.2463532 
## Iteration 6 lambda =  0.2461602 
## Iteration 7 lambda =  0.2461216 
## Iteration 8 lambda =  0.2461138 
## Iteration 9 lambda =  0.2461123 
## Iteration 10 lambda =  0.246112 
## Iteration 11 lambda =  0.2461119 
## Iteration 1 lambda =  0.3364328 
## Iteration 2 lambda =  0.2037193 
## Iteration 3 lambda =  0.1771767 
## Iteration 4 lambda =  0.1718681 
## Iteration 5 lambda =  0.1708064 
## Iteration 6 lambda =  0.1705941 
## Iteration 7 lambda =  0.1705516 
## Iteration 8 lambda =  0.1705431 
## Iteration 9 lambda =  0.1705414 
## Iteration 10 lambda =  0.1705411 
## Iteration 11 lambda =  0.170541 
## Iteration 1 lambda =  0.4073182 
## Iteration 2 lambda =  0.2887818 
## Iteration 3 lambda =  0.2650745 
## Iteration 4 lambda =  0.2603331 
## Iteration 5 lambda =  0.2593848 
## Iteration 6 lambda =  0.2591951 
## Iteration 7 lambda =  0.2591572 
## Iteration 8 lambda =  0.2591496 
## Iteration 9 lambda =  0.2591481 
## Iteration 10 lambda =  0.2591478 
## Iteration 11 lambda =  0.2591477 
## Iteration 1 lambda =  0.3391237 
## Iteration 2 lambda =  0.2069484 
## Iteration 3 lambda =  0.1805134 
## Iteration 4 lambda =  0.1752264 
## Iteration 5 lambda =  0.174169 
## Iteration 6 lambda =  0.1739575 
## Iteration 7 lambda =  0.1739152 
## Iteration 8 lambda =  0.1739067 
## Iteration 9 lambda =  0.173905 
## Iteration 10 lambda =  0.1739047 
## Iteration 11 lambda =  0.1739046 
## Iteration 1 lambda =  0.348765 
## Iteration 2 lambda =  0.218518 
## Iteration 3 lambda =  0.1924686 
## Iteration 4 lambda =  0.1872587 
## Iteration 5 lambda =  0.1862167 
## Iteration 6 lambda =  0.1860083 
## Iteration 7 lambda =  0.1859666 
## Iteration 8 lambda =  0.1859583 
## Iteration 9 lambda =  0.1859566 
## Iteration 10 lambda =  0.1859563 
## Iteration 11 lambda =  0.1859562 
## Iteration 1 lambda =  0.307317 
## Iteration 2 lambda =  0.1687804 
## Iteration 3 lambda =  0.1410731 
## Iteration 4 lambda =  0.1355316 
## Iteration 5 lambda =  0.1344233 
## Iteration 6 lambda =  0.1342017 
## Iteration 7 lambda =  0.1341573 
## Iteration 8 lambda =  0.1341485 
## Iteration 9 lambda =  0.1341467 
## Iteration 10 lambda =  0.1341463 
## Iteration 11 lambda =  0.1341463 
## Iteration 1 lambda =  0.339113 
## Iteration 2 lambda =  0.2069356 
## Iteration 3 lambda =  0.1805002 
## Iteration 4 lambda =  0.1752131 
## Iteration 5 lambda =  0.1741557 
## Iteration 6 lambda =  0.1739442 
## Iteration 7 lambda =  0.1739019 
## Iteration 8 lambda =  0.1738934 
## Iteration 9 lambda =  0.1738917 
## Iteration 10 lambda =  0.1738914 
## Iteration 11 lambda =  0.1738913 
## Iteration 1 lambda =  0.3589903 
## Iteration 2 lambda =  0.2307884 
## Iteration 3 lambda =  0.205148 
## Iteration 4 lambda =  0.2000199 
## Iteration 5 lambda =  0.1989943 
## Iteration 6 lambda =  0.1987892 
## Iteration 7 lambda =  0.1987482 
## Iteration 8 lambda =  0.19874 
## Iteration 9 lambda =  0.1987383 
## Iteration 10 lambda =  0.198738 
## Iteration 11 lambda =  0.1987379 
## Iteration 1 lambda =  0.4143491 
## Iteration 2 lambda =  0.2972189 
## Iteration 3 lambda =  0.2737928 
## Iteration 4 lambda =  0.2691076 
## Iteration 5 lambda =  0.2681706 
## Iteration 6 lambda =  0.2679832 
## Iteration 7 lambda =  0.2679457 
## Iteration 8 lambda =  0.2679382 
## Iteration 9 lambda =  0.2679367 
## Iteration 10 lambda =  0.2679364 
## Iteration 11 lambda =  0.2679363 
## Iteration 1 lambda =  0.3486681 
## Iteration 2 lambda =  0.2184017 
## Iteration 3 lambda =  0.1923484 
## Iteration 4 lambda =  0.1871378 
## Iteration 5 lambda =  0.1860956 
## Iteration 6 lambda =  0.1858872 
## Iteration 7 lambda =  0.1858455 
## Iteration 8 lambda =  0.1858372 
## Iteration 9 lambda =  0.1858355 
## Iteration 10 lambda =  0.1858352 
## Iteration 11 lambda =  0.1858351 
## Iteration 1 lambda =  0.2994355 
## Iteration 2 lambda =  0.1593226 
## Iteration 3 lambda =  0.1313 
## Iteration 4 lambda =  0.1256955 
## Iteration 5 lambda =  0.1245746 
## Iteration 6 lambda =  0.1243504 
## Iteration 7 lambda =  0.1243056 
## Iteration 8 lambda =  0.1242966 
## Iteration 9 lambda =  0.1242948 
## Iteration 10 lambda =  0.1242945 
## Iteration 11 lambda =  0.1242944 
## Iteration 1 lambda =  0.325182 
## Iteration 2 lambda =  0.1902183 
## Iteration 3 lambda =  0.1632256 
## Iteration 4 lambda =  0.1578271 
## Iteration 5 lambda =  0.1567474 
## Iteration 6 lambda =  0.1565314 
## Iteration 7 lambda =  0.1564882 
## Iteration 8 lambda =  0.1564796 
## Iteration 9 lambda =  0.1564779 
## Iteration 10 lambda =  0.1564775 
## Iteration 11 lambda =  0.1564775 
## Iteration 1 lambda =  0.396146 
## Iteration 2 lambda =  0.2753752 
## Iteration 3 lambda =  0.2512211 
## Iteration 4 lambda =  0.2463902 
## Iteration 5 lambda =  0.2454241 
## Iteration 6 lambda =  0.2452308 
## Iteration 7 lambda =  0.2451922 
## Iteration 8 lambda =  0.2451845 
## Iteration 9 lambda =  0.2451829 
## Iteration 10 lambda =  0.2451826 
## Iteration 11 lambda =  0.2451826 
## Iteration 1 lambda =  0.3322767 
## Iteration 2 lambda =  0.198732 
## Iteration 3 lambda =  0.1720231 
## Iteration 4 lambda =  0.1666813 
## Iteration 5 lambda =  0.1656129 
## Iteration 6 lambda =  0.1653992 
## Iteration 7 lambda =  0.1653565 
## Iteration 8 lambda =  0.165348 
## Iteration 9 lambda =  0.1653463 
## Iteration 10 lambda =  0.1653459 
## Iteration 11 lambda =  0.1653458 
## Iteration 1 lambda =  0.3757983 
## Iteration 2 lambda =  0.250958 
## Iteration 3 lambda =  0.2259899 
## Iteration 4 lambda =  0.2209963 
## Iteration 5 lambda =  0.2199976 
## Iteration 6 lambda =  0.2197978 
## Iteration 7 lambda =  0.2197579 
## Iteration 8 lambda =  0.2197499 
## Iteration 9 lambda =  0.2197483 
## Iteration 10 lambda =  0.219748 
## Iteration 11 lambda =  0.2197479 
## Iteration 1 lambda =  0.344604 
## Iteration 2 lambda =  0.2135247 
## Iteration 3 lambda =  0.1873089 
## Iteration 4 lambda =  0.1820657 
## Iteration 5 lambda =  0.1810171 
## Iteration 6 lambda =  0.1808074 
## Iteration 7 lambda =  0.1807654 
## Iteration 8 lambda =  0.180757 
## Iteration 9 lambda =  0.1807554 
## Iteration 10 lambda =  0.180755 
## Iteration 11 lambda =  0.180755 
## Iteration 1 lambda =  0.3807594 
## Iteration 2 lambda =  0.2569113 
## Iteration 3 lambda =  0.2321417 
## Iteration 4 lambda =  0.2271878 
## Iteration 5 lambda =  0.226197 
## Iteration 6 lambda =  0.2259988 
## Iteration 7 lambda =  0.2259592 
## Iteration 8 lambda =  0.2259513 
## Iteration 9 lambda =  0.2259497 
## Iteration 10 lambda =  0.2259494 
## Iteration 11 lambda =  0.2259493 
## Iteration 1 lambda =  0.2772916 
## Iteration 2 lambda =  0.13275 
## Iteration 3 lambda =  0.1038416 
## Iteration 4 lambda =  0.09805998 
## Iteration 5 lambda =  0.09690365 
## Iteration 6 lambda =  0.09667238 
## Iteration 7 lambda =  0.09662613 
## Iteration 8 lambda =  0.09661688 
## Iteration 9 lambda =  0.09661503 
## Iteration 10 lambda =  0.09661465 
## Iteration 11 lambda =  0.09661458 
## Iteration 1 lambda =  0.4011613 
## Iteration 2 lambda =  0.2813936 
## Iteration 3 lambda =  0.25744 
## Iteration 4 lambda =  0.2526493 
## Iteration 5 lambda =  0.2516912 
## Iteration 6 lambda =  0.2514996 
## Iteration 7 lambda =  0.2514612 
## Iteration 8 lambda =  0.2514536 
## Iteration 9 lambda =  0.251452 
## Iteration 10 lambda =  0.2514517 
## Iteration 11 lambda =  0.2514517 
## Iteration 1 lambda =  0.3592754 
## Iteration 2 lambda =  0.2311304 
## Iteration 3 lambda =  0.2055014 
## Iteration 4 lambda =  0.2003756 
## Iteration 5 lambda =  0.1993505 
## Iteration 6 lambda =  0.1991455 
## Iteration 7 lambda =  0.1991044 
## Iteration 8 lambda =  0.1990962 
## Iteration 9 lambda =  0.1990946 
## Iteration 10 lambda =  0.1990943 
## Iteration 11 lambda =  0.1990942 
## Iteration 1 lambda =  0.3717782 
## Iteration 2 lambda =  0.2461339 
## Iteration 3 lambda =  0.221005 
## Iteration 4 lambda =  0.2159792 
## Iteration 5 lambda =  0.2149741 
## Iteration 6 lambda =  0.214773 
## Iteration 7 lambda =  0.2147328 
## Iteration 8 lambda =  0.2147248 
## Iteration 9 lambda =  0.2147232 
## Iteration 10 lambda =  0.2147229 
## Iteration 11 lambda =  0.2147228 
## Iteration 1 lambda =  0.31837 
## Iteration 2 lambda =  0.182044 
## Iteration 3 lambda =  0.1547789 
## Iteration 4 lambda =  0.1493258 
## Iteration 5 lambda =  0.1482352 
## Iteration 6 lambda =  0.1480171 
## Iteration 7 lambda =  0.1479735 
## Iteration 8 lambda =  0.1479647 
## Iteration 9 lambda =  0.147963 
## Iteration 10 lambda =  0.1479626 
## Iteration 11 lambda =  0.1479626 
## Iteration 1 lambda =  0.3187828 
## Iteration 2 lambda =  0.1825394 
## Iteration 3 lambda =  0.1552907 
## Iteration 4 lambda =  0.1498409 
## Iteration 5 lambda =  0.148751 
## Iteration 6 lambda =  0.148533 
## Iteration 7 lambda =  0.1484894 
## Iteration 8 lambda =  0.1484807 
## Iteration 9 lambda =  0.1484789 
## Iteration 10 lambda =  0.1484786 
## Iteration 11 lambda =  0.1484785 
## Iteration 1 lambda =  0.3759342 
## Iteration 2 lambda =  0.2511211 
## Iteration 3 lambda =  0.2261585 
## Iteration 4 lambda =  0.2211659 
## Iteration 5 lambda =  0.2201674 
## Iteration 6 lambda =  0.2199677 
## Iteration 7 lambda =  0.2199278 
## Iteration 8 lambda =  0.2199198 
## Iteration 9 lambda =  0.2199182 
## Iteration 10 lambda =  0.2199179 
## Iteration 11 lambda =  0.2199178 
## Iteration 1 lambda =  0.4048421 
## Iteration 2 lambda =  0.2858105 
## Iteration 3 lambda =  0.2620042 
## Iteration 4 lambda =  0.2572429 
## Iteration 5 lambda =  0.2562906 
## Iteration 6 lambda =  0.2561002 
## Iteration 7 lambda =  0.2560621 
## Iteration 8 lambda =  0.2560545 
## Iteration 9 lambda =  0.256053 
## Iteration 10 lambda =  0.2560527 
## Iteration 11 lambda =  0.2560526 
## Iteration 1 lambda =  0.4123724 
## Iteration 2 lambda =  0.2948469 
## Iteration 3 lambda =  0.2713418 
## Iteration 4 lambda =  0.2666408 
## Iteration 5 lambda =  0.2657006 
## Iteration 6 lambda =  0.2655125 
## Iteration 7 lambda =  0.2654749 
## Iteration 8 lambda =  0.2654674 
## Iteration 9 lambda =  0.2654659 
## Iteration 10 lambda =  0.2654656 
## Iteration 11 lambda =  0.2654655 
## Iteration 1 lambda =  0.4068653 
## Iteration 2 lambda =  0.2882384 
## Iteration 3 lambda =  0.264513 
## Iteration 4 lambda =  0.2597679 
## Iteration 5 lambda =  0.2588189 
## Iteration 6 lambda =  0.2586291 
## Iteration 7 lambda =  0.2585912 
## Iteration 8 lambda =  0.2585836 
## Iteration 9 lambda =  0.2585821 
## Iteration 10 lambda =  0.2585818 
## Iteration 11 lambda =  0.2585817 
## Iteration 1 lambda =  0.3987322 
## Iteration 2 lambda =  0.2784787 
## Iteration 3 lambda =  0.254428 
## Iteration 4 lambda =  0.2496178 
## Iteration 5 lambda =  0.2486558 
## Iteration 6 lambda =  0.2484634 
## Iteration 7 lambda =  0.2484249 
## Iteration 8 lambda =  0.2484172 
## Iteration 9 lambda =  0.2484157 
## Iteration 10 lambda =  0.2484154 
## Iteration 11 lambda =  0.2484153 
## Iteration 1 lambda =  0.367937 
## Iteration 2 lambda =  0.2415244 
## Iteration 3 lambda =  0.2162419 
## Iteration 4 lambda =  0.2111854 
## Iteration 5 lambda =  0.2101741 
## Iteration 6 lambda =  0.2099718 
## Iteration 7 lambda =  0.2099314 
## Iteration 8 lambda =  0.2099233 
## Iteration 9 lambda =  0.2099216 
## Iteration 10 lambda =  0.2099213 
## Iteration 11 lambda =  0.2099213 
## Iteration 1 lambda =  0.3656351 
## Iteration 2 lambda =  0.2387622 
## Iteration 3 lambda =  0.2133876 
## Iteration 4 lambda =  0.2083126 
## Iteration 5 lambda =  0.2072977 
## Iteration 6 lambda =  0.2070947 
## Iteration 7 lambda =  0.2070541 
## Iteration 8 lambda =  0.2070459 
## Iteration 9 lambda =  0.2070443 
## Iteration 10 lambda =  0.207044 
## Iteration 11 lambda =  0.2070439 
## Iteration 1 lambda =  0.3633723 
## Iteration 2 lambda =  0.2360468 
## Iteration 3 lambda =  0.2105816 
## Iteration 4 lambda =  0.2054886 
## Iteration 5 lambda =  0.20447 
## Iteration 6 lambda =  0.2042663 
## Iteration 7 lambda =  0.2042256 
## Iteration 8 lambda =  0.2042174 
## Iteration 9 lambda =  0.2042158 
## Iteration 10 lambda =  0.2042155 
## Iteration 11 lambda =  0.2042154 
## Iteration 1 lambda =  0.3572634 
## Iteration 2 lambda =  0.2287161 
## Iteration 3 lambda =  0.2030067 
## Iteration 4 lambda =  0.1978648 
## Iteration 5 lambda =  0.1968364 
## Iteration 6 lambda =  0.1966307 
## Iteration 7 lambda =  0.1965896 
## Iteration 8 lambda =  0.1965814 
## Iteration 9 lambda =  0.1965797 
## Iteration 10 lambda =  0.1965794 
## Iteration 11 lambda =  0.1965793 
## Iteration 1 lambda =  0.3511201 
## Iteration 2 lambda =  0.2213441 
## Iteration 3 lambda =  0.1953889 
## Iteration 4 lambda =  0.1901979 
## Iteration 5 lambda =  0.1891597 
## Iteration 6 lambda =  0.188952 
## Iteration 7 lambda =  0.1889105 
## Iteration 8 lambda =  0.1889022 
## Iteration 9 lambda =  0.1889005 
## Iteration 10 lambda =  0.1889002 
## Iteration 11 lambda =  0.1889001 
## Iteration 1 lambda =  0.3573352 
## Iteration 2 lambda =  0.2288022 
## Iteration 3 lambda =  0.2030957 
## Iteration 4 lambda =  0.1979543 
## Iteration 5 lambda =  0.1969261 
## Iteration 6 lambda =  0.1967204 
## Iteration 7 lambda =  0.1966793 
## Iteration 8 lambda =  0.1966711 
## Iteration 9 lambda =  0.1966694 
## Iteration 10 lambda =  0.1966691 
## Iteration 11 lambda =  0.196669 
## Iteration 1 lambda =  0.3519762 
## Iteration 2 lambda =  0.2223715 
## Iteration 3 lambda =  0.1964505 
## Iteration 4 lambda =  0.1912663 
## Iteration 5 lambda =  0.1902295 
## Iteration 6 lambda =  0.1900221 
## Iteration 7 lambda =  0.1899806 
## Iteration 8 lambda =  0.1899723 
## Iteration 9 lambda =  0.1899707 
## Iteration 10 lambda =  0.1899704 
## Iteration 11 lambda =  0.1899703 
## Iteration 1 lambda =  0.4138202 
## Iteration 2 lambda =  0.2965843 
## Iteration 3 lambda =  0.2731371 
## Iteration 4 lambda =  0.2684477 
## Iteration 5 lambda =  0.2675098 
## Iteration 6 lambda =  0.2673222 
## Iteration 7 lambda =  0.2672847 
## Iteration 8 lambda =  0.2672772 
## Iteration 9 lambda =  0.2672757 
## Iteration 10 lambda =  0.2672754 
## Iteration 11 lambda =  0.2672753 
## Iteration 1 lambda =  0.30435 
## Iteration 2 lambda =  0.16522 
## Iteration 3 lambda =  0.137394 
## Iteration 4 lambda =  0.1318288 
## Iteration 5 lambda =  0.1307158 
## Iteration 6 lambda =  0.1304932 
## Iteration 7 lambda =  0.1304487 
## Iteration 8 lambda =  0.1304397 
## Iteration 9 lambda =  0.130438 
## Iteration 10 lambda =  0.1304376 
## Iteration 11 lambda =  0.1304375 
## Iteration 1 lambda =  0.4310261 
## Iteration 2 lambda =  0.3172314 
## Iteration 3 lambda =  0.2944724 
## Iteration 4 lambda =  0.2899206 
## Iteration 5 lambda =  0.2890103 
## Iteration 6 lambda =  0.2888282 
## Iteration 7 lambda =  0.2887918 
## Iteration 8 lambda =  0.2887845 
## Iteration 9 lambda =  0.288783 
## Iteration 10 lambda =  0.2887827 
## Iteration 11 lambda =  0.2887827 
## Iteration 1 lambda =  0.3659315 
## Iteration 2 lambda =  0.2391177 
## Iteration 3 lambda =  0.213755 
## Iteration 4 lambda =  0.2086825 
## Iteration 5 lambda =  0.2076679 
## Iteration 6 lambda =  0.207465 
## Iteration 7 lambda =  0.2074245 
## Iteration 8 lambda =  0.2074163 
## Iteration 9 lambda =  0.2074147 
## Iteration 10 lambda =  0.2074144 
## Iteration 11 lambda =  0.2074143 
## Iteration 1 lambda =  0.3688369 
## Iteration 2 lambda =  0.2426043 
## Iteration 3 lambda =  0.2173578 
## Iteration 4 lambda =  0.2123084 
## Iteration 5 lambda =  0.2112986 
## Iteration 6 lambda =  0.2110966 
## Iteration 7 lambda =  0.2110562 
## Iteration 8 lambda =  0.2110481 
## Iteration 9 lambda =  0.2110465 
## Iteration 10 lambda =  0.2110462 
## Iteration 11 lambda =  0.2110461 
## Iteration 1 lambda =  0.4005656 
## Iteration 2 lambda =  0.2806788 
## Iteration 3 lambda =  0.2567014 
## Iteration 4 lambda =  0.2519059 
## Iteration 5 lambda =  0.2509468 
## Iteration 6 lambda =  0.250755 
## Iteration 7 lambda =  0.2507166 
## Iteration 8 lambda =  0.250709 
## Iteration 9 lambda =  0.2507074 
## Iteration 10 lambda =  0.2507071 
## Iteration 11 lambda =  0.2507071 
## Iteration 1 lambda =  0.3476535 
## Iteration 2 lambda =  0.2171842 
## Iteration 3 lambda =  0.1910903 
## Iteration 4 lambda =  0.1858715 
## Iteration 5 lambda =  0.1848278 
## Iteration 6 lambda =  0.184619 
## Iteration 7 lambda =  0.1845773 
## Iteration 8 lambda =  0.1845689 
## Iteration 9 lambda =  0.1845673 
## Iteration 10 lambda =  0.1845669 
## Iteration 11 lambda =  0.1845669 
## Iteration 1 lambda =  0.3470442 
## Iteration 2 lambda =  0.216453 
## Iteration 3 lambda =  0.1903348 
## Iteration 4 lambda =  0.1851112 
## Iteration 5 lambda =  0.1840664 
## Iteration 6 lambda =  0.1838575 
## Iteration 7 lambda =  0.1838157 
## Iteration 8 lambda =  0.1838073 
## Iteration 9 lambda =  0.1838057 
## Iteration 10 lambda =  0.1838053 
## Iteration 11 lambda =  0.1838053 
## Iteration 1 lambda =  0.3961973 
## Iteration 2 lambda =  0.2754367 
## Iteration 3 lambda =  0.2512846 
## Iteration 4 lambda =  0.2464542 
## Iteration 5 lambda =  0.2454881 
## Iteration 6 lambda =  0.2452949 
## Iteration 7 lambda =  0.2452562 
## Iteration 8 lambda =  0.2452485 
## Iteration 9 lambda =  0.245247 
## Iteration 10 lambda =  0.2452467 
## Iteration 11 lambda =  0.2452466 
## Iteration 1 lambda =  0.2667897 
## Iteration 2 lambda =  0.1201477 
## Iteration 3 lambda =  0.09081929 
## Iteration 4 lambda =  0.0849536 
## Iteration 5 lambda =  0.08378047 
## Iteration 6 lambda =  0.08354584 
## Iteration 7 lambda =  0.08349891 
## Iteration 8 lambda =  0.08348953 
## Iteration 9 lambda =  0.08348765 
## Iteration 10 lambda =  0.08348728 
## Iteration 11 lambda =  0.0834872 
## Iteration 1 lambda =  0.3304248 
## Iteration 2 lambda =  0.1965097 
## Iteration 3 lambda =  0.1697267 
## Iteration 4 lambda =  0.1643701 
## Iteration 5 lambda =  0.1632988 
## Iteration 6 lambda =  0.1630846 
## Iteration 7 lambda =  0.1630417 
## Iteration 8 lambda =  0.1630331 
## Iteration 9 lambda =  0.1630314 
## Iteration 10 lambda =  0.1630311 
## Iteration 11 lambda =  0.163031 
## Iteration 1 lambda =  0.3831943 
## Iteration 2 lambda =  0.2598332 
## Iteration 3 lambda =  0.2351609 
## Iteration 4 lambda =  0.2302265 
## Iteration 5 lambda =  0.2292396 
## Iteration 6 lambda =  0.2290422 
## Iteration 7 lambda =  0.2290027 
## Iteration 8 lambda =  0.2289948 
## Iteration 9 lambda =  0.2289933 
## Iteration 10 lambda =  0.2289929 
## Iteration 11 lambda =  0.2289929 
## Iteration 1 lambda =  0.3226559 
## Iteration 2 lambda =  0.1871871 
## Iteration 3 lambda =  0.1600934 
## Iteration 4 lambda =  0.1546746 
## Iteration 5 lambda =  0.1535909 
## Iteration 6 lambda =  0.1533741 
## Iteration 7 lambda =  0.1533308 
## Iteration 8 lambda =  0.1533221 
## Iteration 9 lambda =  0.1533204 
## Iteration 10 lambda =  0.15332 
## Iteration 11 lambda =  0.15332 
## Iteration 1 lambda =  0.3567422 
## Iteration 2 lambda =  0.2280906 
## Iteration 3 lambda =  0.2023603 
## Iteration 4 lambda =  0.1972143 
## Iteration 5 lambda =  0.1961851 
## Iteration 6 lambda =  0.1959792 
## Iteration 7 lambda =  0.195938 
## Iteration 8 lambda =  0.1959298 
## Iteration 9 lambda =  0.1959282 
## Iteration 10 lambda =  0.1959278 
## Iteration 11 lambda =  0.1959278 
## Iteration 1 lambda =  0.322206 
## Iteration 2 lambda =  0.1866472 
## Iteration 3 lambda =  0.1595355 
## Iteration 4 lambda =  0.1541131 
## Iteration 5 lambda =  0.1530287 
## Iteration 6 lambda =  0.1528118 
## Iteration 7 lambda =  0.1527684 
## Iteration 8 lambda =  0.1527597 
## Iteration 9 lambda =  0.152758 
## Iteration 10 lambda =  0.1527576 
## Iteration 11 lambda =  0.1527576 
## Iteration 1 lambda =  0.3658837 
## Iteration 2 lambda =  0.2390605 
## Iteration 3 lambda =  0.2136958 
## Iteration 4 lambda =  0.2086229 
## Iteration 5 lambda =  0.2076083 
## Iteration 6 lambda =  0.2074054 
## Iteration 7 lambda =  0.2073648 
## Iteration 8 lambda =  0.2073567 
## Iteration 9 lambda =  0.2073551 
## Iteration 10 lambda =  0.2073547 
## Iteration 11 lambda =  0.2073547 
## Iteration 1 lambda =  0.3890653 
## Iteration 2 lambda =  0.2668783 
## Iteration 3 lambda =  0.2424409 
## Iteration 4 lambda =  0.2375534 
## Iteration 5 lambda =  0.236576 
## Iteration 6 lambda =  0.2363805 
## Iteration 7 lambda =  0.2363414 
## Iteration 8 lambda =  0.2363335 
## Iteration 9 lambda =  0.236332 
## Iteration 10 lambda =  0.2363317 
## Iteration 11 lambda =  0.2363316 
## Iteration 1 lambda =  0.3454183 
## Iteration 2 lambda =  0.2145019 
## Iteration 3 lambda =  0.1883186 
## Iteration 4 lambda =  0.183082 
## Iteration 5 lambda =  0.1820347 
## Iteration 6 lambda =  0.1818252 
## Iteration 7 lambda =  0.1817833 
## Iteration 8 lambda =  0.1817749 
## Iteration 9 lambda =  0.1817733 
## Iteration 10 lambda =  0.1817729 
## Iteration 11 lambda =  0.1817728 
## Iteration 1 lambda =  0.3295199 
## Iteration 2 lambda =  0.1954239 
## Iteration 3 lambda =  0.1686047 
## Iteration 4 lambda =  0.1632408 
## Iteration 5 lambda =  0.1621681 
## Iteration 6 lambda =  0.1619535 
## Iteration 7 lambda =  0.1619106 
## Iteration 8 lambda =  0.161902 
## Iteration 9 lambda =  0.1619003 
## Iteration 10 lambda =  0.1619 
## Iteration 11 lambda =  0.1618999 
## Iteration 1 lambda =  0.3598515 
## Iteration 2 lambda =  0.2318219 
## Iteration 3 lambda =  0.2062159 
## Iteration 4 lambda =  0.2010947 
## Iteration 5 lambda =  0.2000705 
## Iteration 6 lambda =  0.1998656 
## Iteration 7 lambda =  0.1998247 
## Iteration 8 lambda =  0.1998165 
## Iteration 9 lambda =  0.1998148 
## Iteration 10 lambda =  0.1998145 
## Iteration 11 lambda =  0.1998144 
## Iteration 1 lambda =  0.3614107 
## Iteration 2 lambda =  0.2336928 
## Iteration 3 lambda =  0.2081493 
## Iteration 4 lambda =  0.2030405 
## Iteration 5 lambda =  0.2020188 
## Iteration 6 lambda =  0.2018144 
## Iteration 7 lambda =  0.2017736 
## Iteration 8 lambda =  0.2017654 
## Iteration 9 lambda =  0.2017638 
## Iteration 10 lambda =  0.2017634 
## Iteration 11 lambda =  0.2017634 
## Iteration 1 lambda =  0.3979481 
## Iteration 2 lambda =  0.2775377 
## Iteration 3 lambda =  0.2534556 
## Iteration 4 lambda =  0.2486392 
## Iteration 5 lambda =  0.2476759 
## Iteration 6 lambda =  0.2474833 
## Iteration 7 lambda =  0.2474447 
## Iteration 8 lambda =  0.247437 
## Iteration 9 lambda =  0.2474355 
## Iteration 10 lambda =  0.2474352 
## Iteration 11 lambda =  0.2474351 
## Iteration 1 lambda =  0.3076826 
## Iteration 2 lambda =  0.1692191 
## Iteration 3 lambda =  0.1415264 
## Iteration 4 lambda =  0.1359878 
## Iteration 5 lambda =  0.1348801 
## Iteration 6 lambda =  0.1346586 
## Iteration 7 lambda =  0.1346143 
## Iteration 8 lambda =  0.1346054 
## Iteration 9 lambda =  0.1346036 
## Iteration 10 lambda =  0.1346033 
## Iteration 11 lambda =  0.1346032 
## Iteration 1 lambda =  0.3076565 
## Iteration 2 lambda =  0.1691878 
## Iteration 3 lambda =  0.1414941 
## Iteration 4 lambda =  0.1359554 
## Iteration 5 lambda =  0.1348476 
## Iteration 6 lambda =  0.1346261 
## Iteration 7 lambda =  0.1345817 
## Iteration 8 lambda =  0.1345729 
## Iteration 9 lambda =  0.1345711 
## Iteration 10 lambda =  0.1345708 
## Iteration 11 lambda =  0.1345707 
## Iteration 1 lambda =  0.3997935 
## Iteration 2 lambda =  0.2797523 
## Iteration 3 lambda =  0.255744 
## Iteration 4 lambda =  0.2509423 
## Iteration 5 lambda =  0.249982 
## Iteration 6 lambda =  0.2497899 
## Iteration 7 lambda =  0.2497515 
## Iteration 8 lambda =  0.2497439 
## Iteration 9 lambda =  0.2497423 
## Iteration 10 lambda =  0.249742 
## Iteration 11 lambda =  0.2497419 
## Iteration 1 lambda =  0.4738936 
## Iteration 2 lambda =  0.3686723 
## Iteration 3 lambda =  0.347628 
## Iteration 4 lambda =  0.3434192 
## Iteration 5 lambda =  0.3425774 
## Iteration 6 lambda =  0.3424091 
## Iteration 7 lambda =  0.3423754 
## Iteration 8 lambda =  0.3423687 
## Iteration 9 lambda =  0.3423673 
## Iteration 10 lambda =  0.342367 
## Iteration 11 lambda =  0.342367 
## Iteration 1 lambda =  0.3095626 
## Iteration 2 lambda =  0.1714751 
## Iteration 3 lambda =  0.1438576 
## Iteration 4 lambda =  0.1383341 
## Iteration 5 lambda =  0.1372294 
## Iteration 6 lambda =  0.1370085 
## Iteration 7 lambda =  0.1369643 
## Iteration 8 lambda =  0.1369554 
## Iteration 9 lambda =  0.1369537 
## Iteration 10 lambda =  0.1369533 
## Iteration 11 lambda =  0.1369532 
## Iteration 1 lambda =  0.4126062 
## Iteration 2 lambda =  0.2951275 
## Iteration 3 lambda =  0.2716317 
## Iteration 4 lambda =  0.2669326 
## Iteration 5 lambda =  0.2659928 
## Iteration 6 lambda =  0.2658048 
## Iteration 7 lambda =  0.2657672 
## Iteration 8 lambda =  0.2657597 
## Iteration 9 lambda =  0.2657582 
## Iteration 10 lambda =  0.2657579 
## Iteration 11 lambda =  0.2657578 
## Iteration 1 lambda =  0.3598171 
## Iteration 2 lambda =  0.2317806 
## Iteration 3 lambda =  0.2061733 
## Iteration 4 lambda =  0.2010518 
## Iteration 5 lambda =  0.2000275 
## Iteration 6 lambda =  0.1998226 
## Iteration 7 lambda =  0.1997817 
## Iteration 8 lambda =  0.1997735 
## Iteration 9 lambda =  0.1997718 
## Iteration 10 lambda =  0.1997715 
## Iteration 11 lambda =  0.1997714 
## Iteration 1 lambda =  0.3735962 
## Iteration 2 lambda =  0.2483154 
## Iteration 3 lambda =  0.2232593 
## Iteration 4 lambda =  0.2182481 
## Iteration 5 lambda =  0.2172458 
## Iteration 6 lambda =  0.2170454 
## Iteration 7 lambda =  0.2170053 
## Iteration 8 lambda =  0.2169973 
## Iteration 9 lambda =  0.2169957 
## Iteration 10 lambda =  0.2169953 
## Iteration 11 lambda =  0.2169953 
## Iteration 1 lambda =  0.3956978 
## Iteration 2 lambda =  0.2748374 
## Iteration 3 lambda =  0.2506653 
## Iteration 4 lambda =  0.2458309 
## Iteration 5 lambda =  0.244864 
## Iteration 6 lambda =  0.2446706 
## Iteration 7 lambda =  0.2446319 
## Iteration 8 lambda =  0.2446242 
## Iteration 9 lambda =  0.2446226 
## Iteration 10 lambda =  0.2446223 
## Iteration 11 lambda =  0.2446223 
## Iteration 1 lambda =  0.2881149 
## Iteration 2 lambda =  0.1457379 
## Iteration 3 lambda =  0.1172625 
## Iteration 4 lambda =  0.1115674 
## Iteration 5 lambda =  0.1104284 
## Iteration 6 lambda =  0.1102006 
## Iteration 7 lambda =  0.1101551 
## Iteration 8 lambda =  0.110146 
## Iteration 9 lambda =  0.1101441 
## Iteration 10 lambda =  0.1101438 
## Iteration 11 lambda =  0.1101437 
## Iteration 1 lambda =  0.4438018 
## Iteration 2 lambda =  0.3325622 
## Iteration 3 lambda =  0.3103143 
## Iteration 4 lambda =  0.3058647 
## Iteration 5 lambda =  0.3049748 
## Iteration 6 lambda =  0.3047968 
## Iteration 7 lambda =  0.3047612 
## Iteration 8 lambda =  0.3047541 
## Iteration 9 lambda =  0.3047526 
## Iteration 10 lambda =  0.3047523 
## Iteration 11 lambda =  0.3047523 
## Iteration 1 lambda =  0.3677285 
## Iteration 2 lambda =  0.2412742 
## Iteration 3 lambda =  0.2159833 
## Iteration 4 lambda =  0.2109251 
## Iteration 5 lambda =  0.2099135 
## Iteration 6 lambda =  0.2097112 
## Iteration 7 lambda =  0.2096707 
## Iteration 8 lambda =  0.2096626 
## Iteration 9 lambda =  0.209661 
## Iteration 10 lambda =  0.2096607 
## Iteration 11 lambda =  0.2096606 
## Iteration 1 lambda =  0.3535501 
## Iteration 2 lambda =  0.2242602 
## Iteration 3 lambda =  0.1984022 
## Iteration 4 lambda =  0.1932306 
## Iteration 5 lambda =  0.1921962 
## Iteration 6 lambda =  0.1919894 
## Iteration 7 lambda =  0.191948 
## Iteration 8 lambda =  0.1919397 
## Iteration 9 lambda =  0.1919381 
## Iteration 10 lambda =  0.1919377 
## Iteration 11 lambda =  0.1919377 
## Iteration 1 lambda =  0.3228734 
## Iteration 2 lambda =  0.1874481 
## Iteration 3 lambda =  0.160363 
## Iteration 4 lambda =  0.154946 
## Iteration 5 lambda =  0.1538626 
## Iteration 6 lambda =  0.1536459 
## Iteration 7 lambda =  0.1536026 
## Iteration 8 lambda =  0.1535939 
## Iteration 9 lambda =  0.1535922 
## Iteration 10 lambda =  0.1535918 
## Iteration 11 lambda =  0.1535918 
## Iteration 1 lambda =  0.3772748 
## Iteration 2 lambda =  0.2527297 
## Iteration 3 lambda =  0.2278207 
## Iteration 4 lambda =  0.2228389 
## Iteration 5 lambda =  0.2218426 
## Iteration 6 lambda =  0.2216433 
## Iteration 7 lambda =  0.2216034 
## Iteration 8 lambda =  0.2215955 
## Iteration 9 lambda =  0.2215939 
## Iteration 10 lambda =  0.2215936 
## Iteration 11 lambda =  0.2215935 
## Iteration 1 lambda =  0.3185411 
## Iteration 2 lambda =  0.1822494 
## Iteration 3 lambda =  0.154991 
## Iteration 4 lambda =  0.1495393 
## Iteration 5 lambda =  0.148449 
## Iteration 6 lambda =  0.1482309 
## Iteration 7 lambda =  0.1481873 
## Iteration 8 lambda =  0.1481786 
## Iteration 9 lambda =  0.1481769 
## Iteration 10 lambda =  0.1481765 
## Iteration 11 lambda =  0.1481764 
## Iteration 1 lambda =  0.3843896 
## Iteration 2 lambda =  0.2612676 
## Iteration 3 lambda =  0.2366432 
## Iteration 4 lambda =  0.2317183 
## Iteration 5 lambda =  0.2307333 
## Iteration 6 lambda =  0.2305363 
## Iteration 7 lambda =  0.2304969 
## Iteration 8 lambda =  0.230489 
## Iteration 9 lambda =  0.2304875 
## Iteration 10 lambda =  0.2304871 
## Iteration 11 lambda =  0.2304871 
## Iteration 1 lambda =  0.3434986 
## Iteration 2 lambda =  0.2121983 
## Iteration 3 lambda =  0.1859383 
## Iteration 4 lambda =  0.1806862 
## Iteration 5 lambda =  0.1796358 
## Iteration 6 lambda =  0.1794258 
## Iteration 7 lambda =  0.1793837 
## Iteration 8 lambda =  0.1793753 
## Iteration 9 lambda =  0.1793737 
## Iteration 10 lambda =  0.1793733 
## Iteration 11 lambda =  0.1793733 
## Iteration 1 lambda =  0.4296947 
## Iteration 2 lambda =  0.3156337 
## Iteration 3 lambda =  0.2928215 
## Iteration 4 lambda =  0.288259 
## Iteration 5 lambda =  0.2873465 
## Iteration 6 lambda =  0.287164 
## Iteration 7 lambda =  0.2871275 
## Iteration 8 lambda =  0.2871202 
## Iteration 9 lambda =  0.2871188 
## Iteration 10 lambda =  0.2871185 
## Iteration 11 lambda =  0.2871184 
## Iteration 1 lambda =  0.4099348 
## Iteration 2 lambda =  0.2919218 
## Iteration 3 lambda =  0.2683192 
## Iteration 4 lambda =  0.2635987 
## Iteration 5 lambda =  0.2626546 
## Iteration 6 lambda =  0.2624658 
## Iteration 7 lambda =  0.262428 
## Iteration 8 lambda =  0.2624204 
## Iteration 9 lambda =  0.2624189 
## Iteration 10 lambda =  0.2624186 
## Iteration 11 lambda =  0.2624186 
## Iteration 1 lambda =  0.4263884 
## Iteration 2 lambda =  0.3116661 
## Iteration 3 lambda =  0.2887217 
## Iteration 4 lambda =  0.2841328 
## Iteration 5 lambda =  0.283215 
## Iteration 6 lambda =  0.2830314 
## Iteration 7 lambda =  0.2829947 
## Iteration 8 lambda =  0.2829874 
## Iteration 9 lambda =  0.2829859 
## Iteration 10 lambda =  0.2829856 
## Iteration 11 lambda =  0.2829856 
## Iteration 1 lambda =  0.3943305 
## Iteration 2 lambda =  0.2731966 
## Iteration 3 lambda =  0.2489698 
## Iteration 4 lambda =  0.2441244 
## Iteration 5 lambda =  0.2431554 
## Iteration 6 lambda =  0.2429615 
## Iteration 7 lambda =  0.2429228 
## Iteration 8 lambda =  0.242915 
## Iteration 9 lambda =  0.2429135 
## Iteration 10 lambda =  0.2429132 
## Iteration 11 lambda =  0.2429131 
## Iteration 1 lambda =  0.4397245 
## Iteration 2 lambda =  0.3276694 
## Iteration 3 lambda =  0.3052584 
## Iteration 4 lambda =  0.3007762 
## Iteration 5 lambda =  0.2998797 
## Iteration 6 lambda =  0.2997004 
## Iteration 7 lambda =  0.2996646 
## Iteration 8 lambda =  0.2996574 
## Iteration 9 lambda =  0.299656 
## Iteration 10 lambda =  0.2996557 
## Iteration 11 lambda =  0.2996556 
## Iteration 1 lambda =  0.3857934 
## Iteration 2 lambda =  0.262952 
## Iteration 3 lambda =  0.2383838 
## Iteration 4 lambda =  0.2334701 
## Iteration 5 lambda =  0.2324874 
## Iteration 6 lambda =  0.2322908 
## Iteration 7 lambda =  0.2322515 
## Iteration 8 lambda =  0.2322437 
## Iteration 9 lambda =  0.2322421 
## Iteration 10 lambda =  0.2322418 
## Iteration 11 lambda =  0.2322417 
## Iteration 1 lambda =  0.3992407 
## Iteration 2 lambda =  0.2790889 
## Iteration 3 lambda =  0.2550585 
## Iteration 4 lambda =  0.2502524 
## Iteration 5 lambda =  0.2492912 
## Iteration 6 lambda =  0.249099 
## Iteration 7 lambda =  0.2490605 
## Iteration 8 lambda =  0.2490528 
## Iteration 9 lambda =  0.2490513 
## Iteration 10 lambda =  0.249051 
## Iteration 11 lambda =  0.2490509 
## Iteration 1 lambda =  0.3707895 
## Iteration 2 lambda =  0.2449474 
## Iteration 3 lambda =  0.219779 
## Iteration 4 lambda =  0.2147453 
## Iteration 5 lambda =  0.2137386 
## Iteration 6 lambda =  0.2135373 
## Iteration 7 lambda =  0.213497 
## Iteration 8 lambda =  0.2134889 
## Iteration 9 lambda =  0.2134873 
## Iteration 10 lambda =  0.213487 
## Iteration 11 lambda =  0.2134869 
## Iteration 1 lambda =  0.4163748 
## Iteration 2 lambda =  0.2996498 
## Iteration 3 lambda =  0.2763048 
## Iteration 4 lambda =  0.2716358 
## Iteration 5 lambda =  0.270702 
## Iteration 6 lambda =  0.2705152 
## Iteration 7 lambda =  0.2704779 
## Iteration 8 lambda =  0.2704704 
## Iteration 9 lambda =  0.2704689 
## Iteration 10 lambda =  0.2704686 
## Iteration 11 lambda =  0.2704686 
## Iteration 1 lambda =  0.4046221 
## Iteration 2 lambda =  0.2855466 
## Iteration 3 lambda =  0.2617314 
## Iteration 4 lambda =  0.2569684 
## Iteration 5 lambda =  0.2560158 
## Iteration 6 lambda =  0.2558253 
## Iteration 7 lambda =  0.2557872 
## Iteration 8 lambda =  0.2557796 
## Iteration 9 lambda =  0.255778 
## Iteration 10 lambda =  0.2557777 
## Iteration 11 lambda =  0.2557777 
## Iteration 1 lambda =  0.3966899 
## Iteration 2 lambda =  0.2760279 
## Iteration 3 lambda =  0.2518955 
## Iteration 4 lambda =  0.247069 
## Iteration 5 lambda =  0.2461037 
## Iteration 6 lambda =  0.2459107 
## Iteration 7 lambda =  0.245872 
## Iteration 8 lambda =  0.2458643 
## Iteration 9 lambda =  0.2458628 
## Iteration 10 lambda =  0.2458625 
## Iteration 11 lambda =  0.2458624 
## Iteration 1 lambda =  0.4105024 
## Iteration 2 lambda =  0.2926029 
## Iteration 3 lambda =  0.269023 
## Iteration 4 lambda =  0.264307 
## Iteration 5 lambda =  0.2633638 
## Iteration 6 lambda =  0.2631752 
## Iteration 7 lambda =  0.2631374 
## Iteration 8 lambda =  0.2631299 
## Iteration 9 lambda =  0.2631284 
## Iteration 10 lambda =  0.2631281 
## Iteration 11 lambda =  0.263128 
## Iteration 1 lambda =  0.3319418 
## Iteration 2 lambda =  0.1983302 
## Iteration 3 lambda =  0.1716079 
## Iteration 4 lambda =  0.1662634 
## Iteration 5 lambda =  0.1651945 
## Iteration 6 lambda =  0.1649807 
## Iteration 7 lambda =  0.164938 
## Iteration 8 lambda =  0.1649294 
## Iteration 9 lambda =  0.1649277 
## Iteration 10 lambda =  0.1649274 
## Iteration 11 lambda =  0.1649273 
## Iteration 1 lambda =  0.3675069 
## Iteration 2 lambda =  0.2410082 
## Iteration 3 lambda =  0.2157085 
## Iteration 4 lambda =  0.2106486 
## Iteration 5 lambda =  0.2096366 
## Iteration 6 lambda =  0.2094342 
## Iteration 7 lambda =  0.2093937 
## Iteration 8 lambda =  0.2093856 
## Iteration 9 lambda =  0.209384 
## Iteration 10 lambda =  0.2093837 
## Iteration 11 lambda =  0.2093836 
## Iteration 1 lambda =  0.3554036 
## Iteration 2 lambda =  0.2264843 
## Iteration 3 lambda =  0.2007004 
## Iteration 4 lambda =  0.1955437 
## Iteration 5 lambda =  0.1945123 
## Iteration 6 lambda =  0.194306 
## Iteration 7 lambda =  0.1942648 
## Iteration 8 lambda =  0.1942565 
## Iteration 9 lambda =  0.1942549 
## Iteration 10 lambda =  0.1942546 
## Iteration 11 lambda =  0.1942545 
## Iteration 1 lambda =  0.3900598 
## Iteration 2 lambda =  0.2680718 
## Iteration 3 lambda =  0.2436742 
## Iteration 4 lambda =  0.2387947 
## Iteration 5 lambda =  0.2378188 
## Iteration 6 lambda =  0.2376236 
## Iteration 7 lambda =  0.2375845 
## Iteration 8 lambda =  0.2375767 
## Iteration 9 lambda =  0.2375752 
## Iteration 10 lambda =  0.2375749 
## Iteration 11 lambda =  0.2375748 
## Iteration 1 lambda =  0.3594266 
## Iteration 2 lambda =  0.231312 
## Iteration 3 lambda =  0.205689 
## Iteration 4 lambda =  0.2005645 
## Iteration 5 lambda =  0.1995395 
## Iteration 6 lambda =  0.1993346 
## Iteration 7 lambda =  0.1992936 
## Iteration 8 lambda =  0.1992854 
## Iteration 9 lambda =  0.1992837 
## Iteration 10 lambda =  0.1992834 
## Iteration 11 lambda =  0.1992833 
## Iteration 1 lambda =  0.3827479 
## Iteration 2 lambda =  0.2592975 
## Iteration 3 lambda =  0.2346074 
## Iteration 4 lambda =  0.2296694 
## Iteration 5 lambda =  0.2286818 
## Iteration 6 lambda =  0.2284842 
## Iteration 7 lambda =  0.2284447 
## Iteration 8 lambda =  0.2284368 
## Iteration 9 lambda =  0.2284353 
## Iteration 10 lambda =  0.2284349 
## Iteration 11 lambda =  0.2284349 
## Iteration 1 lambda =  0.3962932 
## Iteration 2 lambda =  0.2755518 
## Iteration 3 lambda =  0.2514036 
## Iteration 4 lambda =  0.2465739 
## Iteration 5 lambda =  0.245608 
## Iteration 6 lambda =  0.2454148 
## Iteration 7 lambda =  0.2453761 
## Iteration 8 lambda =  0.2453684 
## Iteration 9 lambda =  0.2453669 
## Iteration 10 lambda =  0.2453666 
## Iteration 11 lambda =  0.2453665 
## Iteration 1 lambda =  0.3239072 
## Iteration 2 lambda =  0.1886886 
## Iteration 3 lambda =  0.1616449 
## Iteration 4 lambda =  0.1562362 
## Iteration 5 lambda =  0.1551544 
## Iteration 6 lambda =  0.1549381 
## Iteration 7 lambda =  0.1548948 
## Iteration 8 lambda =  0.1548861 
## Iteration 9 lambda =  0.1548844 
## Iteration 10 lambda =  0.1548841 
## Iteration 11 lambda =  0.154884 
## Iteration 1 lambda =  0.332356 
## Iteration 2 lambda =  0.1988271 
## Iteration 3 lambda =  0.1721214 
## Iteration 4 lambda =  0.1667802 
## Iteration 5 lambda =  0.165712 
## Iteration 6 lambda =  0.1654984 
## Iteration 7 lambda =  0.1654556 
## Iteration 8 lambda =  0.1654471 
## Iteration 9 lambda =  0.1654454 
## Iteration 10 lambda =  0.165445 
## Iteration 11 lambda =  0.165445 
## Iteration 1 lambda =  0.4556089 
## Iteration 2 lambda =  0.3467307 
## Iteration 3 lambda =  0.3249551 
## Iteration 4 lambda =  0.3206 
## Iteration 5 lambda =  0.3197289 
## Iteration 6 lambda =  0.3195547 
## Iteration 7 lambda =  0.3195199 
## Iteration 8 lambda =  0.3195129 
## Iteration 9 lambda =  0.3195115 
## Iteration 10 lambda =  0.3195112 
## Iteration 11 lambda =  0.3195112 
## Iteration 1 lambda =  0.4126481 
## Iteration 2 lambda =  0.2951777 
## Iteration 3 lambda =  0.2716836 
## Iteration 4 lambda =  0.2669848 
## Iteration 5 lambda =  0.266045 
## Iteration 6 lambda =  0.2658571 
## Iteration 7 lambda =  0.2658195 
## Iteration 8 lambda =  0.2658119 
## Iteration 9 lambda =  0.2658104 
## Iteration 10 lambda =  0.2658101 
## Iteration 11 lambda =  0.2658101 
## Iteration 1 lambda =  0.3451209 
## Iteration 2 lambda =  0.2141451 
## Iteration 3 lambda =  0.1879499 
## Iteration 4 lambda =  0.1827109 
## Iteration 5 lambda =  0.1816631 
## Iteration 6 lambda =  0.1814535 
## Iteration 7 lambda =  0.1814116 
## Iteration 8 lambda =  0.1814032 
## Iteration 9 lambda =  0.1814016 
## Iteration 10 lambda =  0.1814012 
## Iteration 11 lambda =  0.1814012 
## Iteration 1 lambda =  0.3555718 
## Iteration 2 lambda =  0.2266862 
## Iteration 3 lambda =  0.200909 
## Iteration 4 lambda =  0.1957536 
## Iteration 5 lambda =  0.1947225 
## Iteration 6 lambda =  0.1945163 
## Iteration 7 lambda =  0.1944751 
## Iteration 8 lambda =  0.1944668 
## Iteration 9 lambda =  0.1944652 
## Iteration 10 lambda =  0.1944648 
## Iteration 11 lambda =  0.1944648 
## Iteration 1 lambda =  0.3638414 
## Iteration 2 lambda =  0.2366096 
## Iteration 3 lambda =  0.2111633 
## Iteration 4 lambda =  0.206074 
## Iteration 5 lambda =  0.2050562 
## Iteration 6 lambda =  0.2048526 
## Iteration 7 lambda =  0.2048119 
## Iteration 8 lambda =  0.2048037 
## Iteration 9 lambda =  0.2048021 
## Iteration 10 lambda =  0.2048018 
## Iteration 11 lambda =  0.2048017 
## Iteration 1 lambda =  0.348616 
## Iteration 2 lambda =  0.2183392 
## Iteration 3 lambda =  0.1922839 
## Iteration 4 lambda =  0.1870728 
## Iteration 5 lambda =  0.1860306 
## Iteration 6 lambda =  0.1858221 
## Iteration 7 lambda =  0.1857804 
## Iteration 8 lambda =  0.1857721 
## Iteration 9 lambda =  0.1857704 
## Iteration 10 lambda =  0.1857701 
## Iteration 11 lambda =  0.18577 
## Iteration 1 lambda =  0.3713343 
## Iteration 2 lambda =  0.2456011 
## Iteration 3 lambda =  0.2204545 
## Iteration 4 lambda =  0.2154252 
## Iteration 5 lambda =  0.2144193 
## Iteration 6 lambda =  0.2142181 
## Iteration 7 lambda =  0.2141779 
## Iteration 8 lambda =  0.2141698 
## Iteration 9 lambda =  0.2141682 
## Iteration 10 lambda =  0.2141679 
## Iteration 11 lambda =  0.2141678 
## Iteration 1 lambda =  0.3587486 
## Iteration 2 lambda =  0.2304983 
## Iteration 3 lambda =  0.2048483 
## Iteration 4 lambda =  0.1997182 
## Iteration 5 lambda =  0.1986922 
## Iteration 6 lambda =  0.198487 
## Iteration 7 lambda =  0.198446 
## Iteration 8 lambda =  0.1984378 
## Iteration 9 lambda =  0.1984362 
## Iteration 10 lambda =  0.1984358 
## Iteration 11 lambda =  0.1984358 
## Iteration 1 lambda =  0.2622856 
## Iteration 2 lambda =  0.1147427 
## Iteration 3 lambda =  0.0852341 
## Iteration 4 lambda =  0.07933238 
## Iteration 5 lambda =  0.07815204 
## Iteration 6 lambda =  0.07791597 
## Iteration 7 lambda =  0.07786876 
## Iteration 8 lambda =  0.07785932 
## Iteration 9 lambda =  0.07785743 
## Iteration 10 lambda =  0.07785705 
## Iteration 11 lambda =  0.07785697 
## Iteration 1 lambda =  0.366454 
## Iteration 2 lambda =  0.2397447 
## Iteration 3 lambda =  0.2144029 
## Iteration 4 lambda =  0.2093345 
## Iteration 5 lambda =  0.2083209 
## Iteration 6 lambda =  0.2081181 
## Iteration 7 lambda =  0.2080776 
## Iteration 8 lambda =  0.2080695 
## Iteration 9 lambda =  0.2080678 
## Iteration 10 lambda =  0.2080675 
## Iteration 11 lambda =  0.2080675 
## Iteration 1 lambda =  0.3469181 
## Iteration 2 lambda =  0.2163017 
## Iteration 3 lambda =  0.1901784 
## Iteration 4 lambda =  0.1849538 
## Iteration 5 lambda =  0.1839088 
## Iteration 6 lambda =  0.1836999 
## Iteration 7 lambda =  0.1836581 
## Iteration 8 lambda =  0.1836497 
## Iteration 9 lambda =  0.183648 
## Iteration 10 lambda =  0.1836477 
## Iteration 11 lambda =  0.1836476 
## Iteration 1 lambda =  0.3671167 
## Iteration 2 lambda =  0.2405401 
## Iteration 3 lambda =  0.2152247 
## Iteration 4 lambda =  0.2101617 
## Iteration 5 lambda =  0.2091491 
## Iteration 6 lambda =  0.2089465 
## Iteration 7 lambda =  0.208906 
## Iteration 8 lambda =  0.2088979 
## Iteration 9 lambda =  0.2088963 
## Iteration 10 lambda =  0.208896 
## Iteration 11 lambda =  0.2088959 
## Iteration 1 lambda =  0.413218 
## Iteration 2 lambda =  0.2958616 
## Iteration 3 lambda =  0.2723903 
## Iteration 4 lambda =  0.2676961 
## Iteration 5 lambda =  0.2667572 
## Iteration 6 lambda =  0.2665695 
## Iteration 7 lambda =  0.2665319 
## Iteration 8 lambda =  0.2665244 
## Iteration 9 lambda =  0.2665229 
## Iteration 10 lambda =  0.2665226 
## Iteration 11 lambda =  0.2665225 
## Iteration 1 lambda =  0.3601566 
## Iteration 2 lambda =  0.2321879 
## Iteration 3 lambda =  0.2065942 
## Iteration 4 lambda =  0.2014755 
## Iteration 5 lambda =  0.2004517 
## Iteration 6 lambda =  0.200247 
## Iteration 7 lambda =  0.200206 
## Iteration 8 lambda =  0.2001978 
## Iteration 9 lambda =  0.2001962 
## Iteration 10 lambda =  0.2001958 
## Iteration 11 lambda =  0.2001958 
## Iteration 1 lambda =  0.3833626 
## Iteration 2 lambda =  0.2600351 
## Iteration 3 lambda =  0.2353696 
## Iteration 4 lambda =  0.2304365 
## Iteration 5 lambda =  0.2294499 
## Iteration 6 lambda =  0.2292526 
## Iteration 7 lambda =  0.2292131 
## Iteration 8 lambda =  0.2292052 
## Iteration 9 lambda =  0.2292036 
## Iteration 10 lambda =  0.2292033 
## Iteration 11 lambda =  0.2292033 
## Iteration 1 lambda =  0.3913006 
## Iteration 2 lambda =  0.2695608 
## Iteration 3 lambda =  0.2452128 
## Iteration 4 lambda =  0.2403432 
## Iteration 5 lambda =  0.2393693 
## Iteration 6 lambda =  0.2391745 
## Iteration 7 lambda =  0.2391356 
## Iteration 8 lambda =  0.2391278 
## Iteration 9 lambda =  0.2391262 
## Iteration 10 lambda =  0.2391259 
## Iteration 11 lambda =  0.2391258 
## Iteration 1 lambda =  0.3223104 
## Iteration 2 lambda =  0.1867724 
## Iteration 3 lambda =  0.1596649 
## Iteration 4 lambda =  0.1542433 
## Iteration 5 lambda =  0.153159 
## Iteration 6 lambda =  0.1529422 
## Iteration 7 lambda =  0.1528988 
## Iteration 8 lambda =  0.1528901 
## Iteration 9 lambda =  0.1528884 
## Iteration 10 lambda =  0.152888 
## Iteration 11 lambda =  0.152888 
## Iteration 1 lambda =  0.3492665 
## Iteration 2 lambda =  0.2191198 
## Iteration 3 lambda =  0.1930905 
## Iteration 4 lambda =  0.1878846 
## Iteration 5 lambda =  0.1868434 
## Iteration 6 lambda =  0.1866352 
## Iteration 7 lambda =  0.1865935 
## Iteration 8 lambda =  0.1865852 
## Iteration 9 lambda =  0.1865835 
## Iteration 10 lambda =  0.1865832 
## Iteration 11 lambda =  0.1865831 
## Iteration 1 lambda =  0.3739405 
## Iteration 2 lambda =  0.2487286 
## Iteration 3 lambda =  0.2236863 
## Iteration 4 lambda =  0.2186778 
## Iteration 5 lambda =  0.2176761 
## Iteration 6 lambda =  0.2174757 
## Iteration 7 lambda =  0.2174357 
## Iteration 8 lambda =  0.2174277 
## Iteration 9 lambda =  0.2174261 
## Iteration 10 lambda =  0.2174257 
## Iteration 11 lambda =  0.2174257 
## Iteration 1 lambda =  0.3711554 
## Iteration 2 lambda =  0.2453865 
## Iteration 3 lambda =  0.2202328 
## Iteration 4 lambda =  0.215202 
## Iteration 5 lambda =  0.2141958 
## Iteration 6 lambda =  0.2139946 
## Iteration 7 lambda =  0.2139544 
## Iteration 8 lambda =  0.2139463 
## Iteration 9 lambda =  0.2139447 
## Iteration 10 lambda =  0.2139444 
## Iteration 11 lambda =  0.2139443 
## Iteration 1 lambda =  0.4013131 
## Iteration 2 lambda =  0.2815757 
## Iteration 3 lambda =  0.2576282 
## Iteration 4 lambda =  0.2528387 
## Iteration 5 lambda =  0.2518808 
## Iteration 6 lambda =  0.2516892 
## Iteration 7 lambda =  0.2516509 
## Iteration 8 lambda =  0.2516432 
## Iteration 9 lambda =  0.2516417 
## Iteration 10 lambda =  0.2516414 
## Iteration 11 lambda =  0.2516413 
## Iteration 1 lambda =  0.3201726 
## Iteration 2 lambda =  0.1842071 
## Iteration 3 lambda =  0.1570141 
## Iteration 4 lambda =  0.1515754 
## Iteration 5 lambda =  0.1504877 
## Iteration 6 lambda =  0.1502702 
## Iteration 7 lambda =  0.1502267 
## Iteration 8 lambda =  0.150218 
## Iteration 9 lambda =  0.1502162 
## Iteration 10 lambda =  0.1502159 
## Iteration 11 lambda =  0.1502158 
## Iteration 1 lambda =  0.3861021 
## Iteration 2 lambda =  0.2633225 
## Iteration 3 lambda =  0.2387666 
## Iteration 4 lambda =  0.2338554 
## Iteration 5 lambda =  0.2328732 
## Iteration 6 lambda =  0.2326767 
## Iteration 7 lambda =  0.2326374 
## Iteration 8 lambda =  0.2326296 
## Iteration 9 lambda =  0.232628 
## Iteration 10 lambda =  0.2326277 
## Iteration 11 lambda =  0.2326276 
## Iteration 1 lambda =  0.3897258 
## Iteration 2 lambda =  0.2676709 
## Iteration 3 lambda =  0.2432599 
## Iteration 4 lambda =  0.2383777 
## Iteration 5 lambda =  0.2374013 
## Iteration 6 lambda =  0.237206 
## Iteration 7 lambda =  0.237167 
## Iteration 8 lambda =  0.2371592 
## Iteration 9 lambda =  0.2371576 
## Iteration 10 lambda =  0.2371573 
## Iteration 11 lambda =  0.2371572 
## Iteration 1 lambda =  0.3603818 
## Iteration 2 lambda =  0.2324582 
## Iteration 3 lambda =  0.2068734 
## Iteration 4 lambda =  0.2017565 
## Iteration 5 lambda =  0.2007331 
## Iteration 6 lambda =  0.2005284 
## Iteration 7 lambda =  0.2004875 
## Iteration 8 lambda =  0.2004793 
## Iteration 9 lambda =  0.2004777 
## Iteration 10 lambda =  0.2004773 
## Iteration 11 lambda =  0.2004773 
## Iteration 1 lambda =  0.3663837 
## Iteration 2 lambda =  0.2396604 
## Iteration 3 lambda =  0.2143158 
## Iteration 4 lambda =  0.2092468 
## Iteration 5 lambda =  0.208233 
## Iteration 6 lambda =  0.2080303 
## Iteration 7 lambda =  0.2079897 
## Iteration 8 lambda =  0.2079816 
## Iteration 9 lambda =  0.20798 
## Iteration 10 lambda =  0.2079797 
## Iteration 11 lambda =  0.2079796 
## Iteration 1 lambda =  0.3574975 
## Iteration 2 lambda =  0.228997 
## Iteration 3 lambda =  0.2032969 
## Iteration 4 lambda =  0.1981568 
## Iteration 5 lambda =  0.1971288 
## Iteration 6 lambda =  0.1969232 
## Iteration 7 lambda =  0.1968821 
## Iteration 8 lambda =  0.1968739 
## Iteration 9 lambda =  0.1968722 
## Iteration 10 lambda =  0.1968719 
## Iteration 11 lambda =  0.1968719 
## Iteration 1 lambda =  0.400069 
## Iteration 2 lambda =  0.2800829 
## Iteration 3 lambda =  0.2560856 
## Iteration 4 lambda =  0.2512862 
## Iteration 5 lambda =  0.2503263 
## Iteration 6 lambda =  0.2501343 
## Iteration 7 lambda =  0.2500959 
## Iteration 8 lambda =  0.2500882 
## Iteration 9 lambda =  0.2500867 
## Iteration 10 lambda =  0.2500864 
## Iteration 11 lambda =  0.2500863 
## Iteration 1 lambda =  0.3355603 
## Iteration 2 lambda =  0.2026724 
## Iteration 3 lambda =  0.1760948 
## Iteration 4 lambda =  0.1707793 
## Iteration 5 lambda =  0.1697162 
## Iteration 6 lambda =  0.1695036 
## Iteration 7 lambda =  0.169461 
## Iteration 8 lambda =  0.1694525 
## Iteration 9 lambda =  0.1694508 
## Iteration 10 lambda =  0.1694505 
## Iteration 11 lambda =  0.1694504 
## Iteration 1 lambda =  0.3930598 
## Iteration 2 lambda =  0.2716718 
## Iteration 3 lambda =  0.2473942 
## Iteration 4 lambda =  0.2425387 
## Iteration 5 lambda =  0.2415676 
## Iteration 6 lambda =  0.2413733 
## Iteration 7 lambda =  0.2413345 
## Iteration 8 lambda =  0.2413267 
## Iteration 9 lambda =  0.2413252 
## Iteration 10 lambda =  0.2413249 
## Iteration 11 lambda =  0.2413248 
## Iteration 1 lambda =  0.39504 
## Iteration 2 lambda =  0.274048 
## Iteration 3 lambda =  0.2498496 
## Iteration 4 lambda =  0.2450099 
## Iteration 5 lambda =  0.2440419 
## Iteration 6 lambda =  0.2438483 
## Iteration 7 lambda =  0.2438096 
## Iteration 8 lambda =  0.2438019 
## Iteration 9 lambda =  0.2438003 
## Iteration 10 lambda =  0.2438 
## Iteration 11 lambda =  0.2438 
## Iteration 1 lambda =  0.3779892 
## Iteration 2 lambda =  0.253587 
## Iteration 3 lambda =  0.2287066 
## Iteration 4 lambda =  0.2237305 
## Iteration 5 lambda =  0.2227353 
## Iteration 6 lambda =  0.2225362 
## Iteration 7 lambda =  0.2224964 
## Iteration 8 lambda =  0.2224884 
## Iteration 9 lambda =  0.2224869 
## Iteration 10 lambda =  0.2224865 
## Iteration 11 lambda =  0.2224865 
## Iteration 1 lambda =  0.4112629 
## Iteration 2 lambda =  0.2935155 
## Iteration 3 lambda =  0.269966 
## Iteration 4 lambda =  0.2652561 
## Iteration 5 lambda =  0.2643142 
## Iteration 6 lambda =  0.2641258 
## Iteration 7 lambda =  0.2640881 
## Iteration 8 lambda =  0.2640805 
## Iteration 9 lambda =  0.264079 
## Iteration 10 lambda =  0.2640787 
## Iteration 11 lambda =  0.2640787 
## Iteration 1 lambda =  0.3956977 
## Iteration 2 lambda =  0.2748372 
## Iteration 3 lambda =  0.2506651 
## Iteration 4 lambda =  0.2458307 
## Iteration 5 lambda =  0.2448638 
## Iteration 6 lambda =  0.2446704 
## Iteration 7 lambda =  0.2446318 
## Iteration 8 lambda =  0.244624 
## Iteration 9 lambda =  0.2446225 
## Iteration 10 lambda =  0.2446222 
## Iteration 11 lambda =  0.2446221 
## Iteration 1 lambda =  0.4383172 
## Iteration 2 lambda =  0.3259806 
## Iteration 3 lambda =  0.3035133 
## Iteration 4 lambda =  0.2990199 
## Iteration 5 lambda =  0.2981212 
## Iteration 6 lambda =  0.2979414 
## Iteration 7 lambda =  0.2979055 
## Iteration 8 lambda =  0.2978983 
## Iteration 9 lambda =  0.2978969 
## Iteration 10 lambda =  0.2978966 
## Iteration 11 lambda =  0.2978965 
## Iteration 1 lambda =  0.3903222 
## Iteration 2 lambda =  0.2683867 
## Iteration 3 lambda =  0.2439996 
## Iteration 4 lambda =  0.2391221 
## Iteration 5 lambda =  0.2381467 
## Iteration 6 lambda =  0.2379516 
## Iteration 7 lambda =  0.2379125 
## Iteration 8 lambda =  0.2379047 
## Iteration 9 lambda =  0.2379032 
## Iteration 10 lambda =  0.2379029 
## Iteration 11 lambda =  0.2379028 
## Iteration 1 lambda =  0.3351743 
## Iteration 2 lambda =  0.2022092 
## Iteration 3 lambda =  0.1756162 
## Iteration 4 lambda =  0.1702976 
## Iteration 5 lambda =  0.1692338 
## Iteration 6 lambda =  0.1690211 
## Iteration 7 lambda =  0.1689786 
## Iteration 8 lambda =  0.16897 
## Iteration 9 lambda =  0.1689683 
## Iteration 10 lambda =  0.168968 
## Iteration 11 lambda =  0.1689679 
## Iteration 1 lambda =  0.4173848 
## Iteration 2 lambda =  0.3008618 
## Iteration 3 lambda =  0.2775572 
## Iteration 4 lambda =  0.2728962 
## Iteration 5 lambda =  0.271964 
## Iteration 6 lambda =  0.2717776 
## Iteration 7 lambda =  0.2717403 
## Iteration 8 lambda =  0.2717329 
## Iteration 9 lambda =  0.2717314 
## Iteration 10 lambda =  0.2717311 
## Iteration 11 lambda =  0.271731 
## Iteration 1 lambda =  0.3675781 
## Iteration 2 lambda =  0.2410938 
## Iteration 3 lambda =  0.2157969 
## Iteration 4 lambda =  0.2107375 
## Iteration 5 lambda =  0.2097256 
## Iteration 6 lambda =  0.2095233 
## Iteration 7 lambda =  0.2094828 
## Iteration 8 lambda =  0.2094747 
## Iteration 9 lambda =  0.2094731 
## Iteration 10 lambda =  0.2094728 
## Iteration 11 lambda =  0.2094727 
## Iteration 1 lambda =  0.3948795 
## Iteration 2 lambda =  0.2738554 
## Iteration 3 lambda =  0.2496506 
## Iteration 4 lambda =  0.2448096 
## Iteration 5 lambda =  0.2438414 
## Iteration 6 lambda =  0.2436478 
## Iteration 7 lambda =  0.2436091 
## Iteration 8 lambda =  0.2436013 
## Iteration 9 lambda =  0.2435998 
## Iteration 10 lambda =  0.2435995 
## Iteration 11 lambda =  0.2435994 
## Iteration 1 lambda =  0.3374636 
## Iteration 2 lambda =  0.2049563 
## Iteration 3 lambda =  0.1784549 
## Iteration 4 lambda =  0.1731546 
## Iteration 5 lambda =  0.1720945 
## Iteration 6 lambda =  0.1718825 
## Iteration 7 lambda =  0.1718401 
## Iteration 8 lambda =  0.1718316 
## Iteration 9 lambda =  0.1718299 
## Iteration 10 lambda =  0.1718296 
## Iteration 11 lambda =  0.1718295 
## Iteration 1 lambda =  0.3885376 
## Iteration 2 lambda =  0.2662452 
## Iteration 3 lambda =  0.2417867 
## Iteration 4 lambda =  0.236895 
## Iteration 5 lambda =  0.2359166 
## Iteration 6 lambda =  0.235721 
## Iteration 7 lambda =  0.2356818 
## Iteration 8 lambda =  0.235674 
## Iteration 9 lambda =  0.2356724 
## Iteration 10 lambda =  0.2356721 
## Iteration 11 lambda =  0.2356721 
## Iteration 1 lambda =  0.3587272 
## Iteration 2 lambda =  0.2304727 
## Iteration 3 lambda =  0.2048218 
## Iteration 4 lambda =  0.1996916 
## Iteration 5 lambda =  0.1986655 
## Iteration 6 lambda =  0.1984603 
## Iteration 7 lambda =  0.1984193 
## Iteration 8 lambda =  0.1984111 
## Iteration 9 lambda =  0.1984094 
## Iteration 10 lambda =  0.1984091 
## Iteration 11 lambda =  0.198409 
## Iteration 1 lambda =  0.329761 
## Iteration 2 lambda =  0.1957132 
## Iteration 3 lambda =  0.1689036 
## Iteration 4 lambda =  0.1635417 
## Iteration 5 lambda =  0.1624693 
## Iteration 6 lambda =  0.1622549 
## Iteration 7 lambda =  0.162212 
## Iteration 8 lambda =  0.1622034 
## Iteration 9 lambda =  0.1622017 
## Iteration 10 lambda =  0.1622013 
## Iteration 11 lambda =  0.1622013 
## Iteration 1 lambda =  0.2793523 
## Iteration 2 lambda =  0.1352228 
## Iteration 3 lambda =  0.1063969 
## Iteration 4 lambda =  0.1006317 
## Iteration 5 lambda =  0.09947865 
## Iteration 6 lambda =  0.09924804 
## Iteration 7 lambda =  0.09920192 
## Iteration 8 lambda =  0.0991927 
## Iteration 9 lambda =  0.09919085 
## Iteration 10 lambda =  0.09919048 
## Iteration 11 lambda =  0.09919041 
## Iteration 1 lambda =  0.3107891 
## Iteration 2 lambda =  0.1729469 
## Iteration 3 lambda =  0.1453785 
## Iteration 4 lambda =  0.1398648 
## Iteration 5 lambda =  0.138762 
## Iteration 6 lambda =  0.1385415 
## Iteration 7 lambda =  0.1384974 
## Iteration 8 lambda =  0.1384886 
## Iteration 9 lambda =  0.1384868 
## Iteration 10 lambda =  0.1384864 
## Iteration 11 lambda =  0.1384864 
## Iteration 1 lambda =  0.2745328 
## Iteration 2 lambda =  0.1294394 
## Iteration 3 lambda =  0.1004207 
## Iteration 4 lambda =  0.09461696 
## Iteration 5 lambda =  0.09345621 
## Iteration 6 lambda =  0.09322406 
## Iteration 7 lambda =  0.09317763 
## Iteration 8 lambda =  0.09316834 
## Iteration 9 lambda =  0.09316649 
## Iteration 10 lambda =  0.09316612 
## Iteration 11 lambda =  0.09316604 
## Iteration 1 lambda =  0.3182879 
## Iteration 2 lambda =  0.1819454 
## Iteration 3 lambda =  0.154677 
## Iteration 4 lambda =  0.1492233 
## Iteration 5 lambda =  0.1481325 
## Iteration 6 lambda =  0.1479144 
## Iteration 7 lambda =  0.1478707 
## Iteration 8 lambda =  0.147862 
## Iteration 9 lambda =  0.1478603 
## Iteration 10 lambda =  0.1478599 
## Iteration 11 lambda =  0.1478598 
## Iteration 1 lambda =  0.3436452 
## Iteration 2 lambda =  0.2123742 
## Iteration 3 lambda =  0.18612 
## Iteration 4 lambda =  0.1808691 
## Iteration 5 lambda =  0.179819 
## Iteration 6 lambda =  0.1796089 
## Iteration 7 lambda =  0.1795669 
## Iteration 8 lambda =  0.1795585 
## Iteration 9 lambda =  0.1795569 
## Iteration 10 lambda =  0.1795565 
## Iteration 11 lambda =  0.1795565 
## Iteration 1 lambda =  0.3688607 
## Iteration 2 lambda =  0.2426328 
## Iteration 3 lambda =  0.2173873 
## Iteration 4 lambda =  0.2123381 
## Iteration 5 lambda =  0.2113283 
## Iteration 6 lambda =  0.2111264 
## Iteration 7 lambda =  0.211086 
## Iteration 8 lambda =  0.2110779 
## Iteration 9 lambda =  0.2110763 
## Iteration 10 lambda =  0.211076 
## Iteration 11 lambda =  0.2110759 
## Iteration 1 lambda =  0.3529551 
## Iteration 2 lambda =  0.2235462 
## Iteration 3 lambda =  0.1976644 
## Iteration 4 lambda =  0.192488 
## Iteration 5 lambda =  0.1914527 
## Iteration 6 lambda =  0.1912457 
## Iteration 7 lambda =  0.1912043 
## Iteration 8 lambda =  0.191196 
## Iteration 9 lambda =  0.1911943 
## Iteration 10 lambda =  0.191194 
## Iteration 11 lambda =  0.1911939 
## Iteration 1 lambda =  0.306091 
## Iteration 2 lambda =  0.1673091 
## Iteration 3 lambda =  0.1395528 
## Iteration 4 lambda =  0.1340015 
## Iteration 5 lambda =  0.1328913 
## Iteration 6 lambda =  0.1326692 
## Iteration 7 lambda =  0.1326248 
## Iteration 8 lambda =  0.1326159 
## Iteration 9 lambda =  0.1326141 
## Iteration 10 lambda =  0.1326138 
## Iteration 11 lambda =  0.1326137 
## Iteration 1 lambda =  0.3695032 
## Iteration 2 lambda =  0.2434039 
## Iteration 3 lambda =  0.218184 
## Iteration 4 lambda =  0.21314 
## Iteration 5 lambda =  0.2121312 
## Iteration 6 lambda =  0.2119295 
## Iteration 7 lambda =  0.2118891 
## Iteration 8 lambda =  0.211881 
## Iteration 9 lambda =  0.2118794 
## Iteration 10 lambda =  0.2118791 
## Iteration 11 lambda =  0.211879 
## Iteration 1 lambda =  0.3888341 
## Iteration 2 lambda =  0.2666009 
## Iteration 3 lambda =  0.2421543 
## Iteration 4 lambda =  0.237265 
## Iteration 5 lambda =  0.2362871 
## Iteration 6 lambda =  0.2360915 
## Iteration 7 lambda =  0.2360524 
## Iteration 8 lambda =  0.2360446 
## Iteration 9 lambda =  0.236043 
## Iteration 10 lambda =  0.2360427 
## Iteration 11 lambda =  0.2360426 
## Iteration 1 lambda =  0.2900895 
## Iteration 2 lambda =  0.1481075 
## Iteration 3 lambda =  0.119711 
## Iteration 4 lambda =  0.1140317 
## Iteration 5 lambda =  0.1128959 
## Iteration 6 lambda =  0.1126687 
## Iteration 7 lambda =  0.1126233 
## Iteration 8 lambda =  0.1126142 
## Iteration 9 lambda =  0.1126124 
## Iteration 10 lambda =  0.112612 
## Iteration 11 lambda =  0.1126119 
## Iteration 1 lambda =  0.3829224 
## Iteration 2 lambda =  0.2595069 
## Iteration 3 lambda =  0.2348238 
## Iteration 4 lambda =  0.2298871 
## Iteration 5 lambda =  0.2288998 
## Iteration 6 lambda =  0.2287023 
## Iteration 7 lambda =  0.2286629 
## Iteration 8 lambda =  0.228655 
## Iteration 9 lambda =  0.2286534 
## Iteration 10 lambda =  0.2286531 
## Iteration 11 lambda =  0.228653 
## Iteration 1 lambda =  0.3350447 
## Iteration 2 lambda =  0.2020537 
## Iteration 3 lambda =  0.1754555 
## Iteration 4 lambda =  0.1701358 
## Iteration 5 lambda =  0.1690719 
## Iteration 6 lambda =  0.1688591 
## Iteration 7 lambda =  0.1688166 
## Iteration 8 lambda =  0.168808 
## Iteration 9 lambda =  0.1688063 
## Iteration 10 lambda =  0.168806 
## Iteration 11 lambda =  0.1688059 
## Iteration 1 lambda =  0.385817 
## Iteration 2 lambda =  0.2629804 
## Iteration 3 lambda =  0.2384131 
## Iteration 4 lambda =  0.2334996 
## Iteration 5 lambda =  0.2325169 
## Iteration 6 lambda =  0.2323204 
## Iteration 7 lambda =  0.2322811 
## Iteration 8 lambda =  0.2322732 
## Iteration 9 lambda =  0.2322717 
## Iteration 10 lambda =  0.2322714 
## Iteration 11 lambda =  0.2322713 
## Iteration 1 lambda =  0.3711417 
## Iteration 2 lambda =  0.24537 
## Iteration 3 lambda =  0.2202157 
## Iteration 4 lambda =  0.2151848 
## Iteration 5 lambda =  0.2141786 
## Iteration 6 lambda =  0.2139774 
## Iteration 7 lambda =  0.2139372 
## Iteration 8 lambda =  0.2139291 
## Iteration 9 lambda =  0.2139275 
## Iteration 10 lambda =  0.2139272 
## Iteration 11 lambda =  0.2139271 
## Iteration 1 lambda =  0.3780756 
## Iteration 2 lambda =  0.2536907 
## Iteration 3 lambda =  0.2288137 
## Iteration 4 lambda =  0.2238383 
## Iteration 5 lambda =  0.2228433 
## Iteration 6 lambda =  0.2226442 
## Iteration 7 lambda =  0.2226044 
## Iteration 8 lambda =  0.2225965 
## Iteration 9 lambda =  0.2225949 
## Iteration 10 lambda =  0.2225946 
## Iteration 11 lambda =  0.2225945 
## Iteration 1 lambda =  0.3489921 
## Iteration 2 lambda =  0.2187905 
## Iteration 3 lambda =  0.1927502 
## Iteration 4 lambda =  0.1875421 
## Iteration 5 lambda =  0.1865005 
## Iteration 6 lambda =  0.1862922 
## Iteration 7 lambda =  0.1862505 
## Iteration 8 lambda =  0.1862422 
## Iteration 9 lambda =  0.1862405 
## Iteration 10 lambda =  0.1862402 
## Iteration 11 lambda =  0.1862401 
## Iteration 1 lambda =  0.3398448 
## Iteration 2 lambda =  0.2078138 
## Iteration 3 lambda =  0.1814076 
## Iteration 4 lambda =  0.1761263 
## Iteration 5 lambda =  0.1750701 
## Iteration 6 lambda =  0.1748588 
## Iteration 7 lambda =  0.1748166 
## Iteration 8 lambda =  0.1748081 
## Iteration 9 lambda =  0.1748064 
## Iteration 10 lambda =  0.1748061 
## Iteration 11 lambda =  0.174806 
## Iteration 1 lambda =  0.3273493 
## Iteration 2 lambda =  0.1928191 
## Iteration 3 lambda =  0.1659131 
## Iteration 4 lambda =  0.1605319 
## Iteration 5 lambda =  0.1594557 
## Iteration 6 lambda =  0.1592404 
## Iteration 7 lambda =  0.1591974 
## Iteration 8 lambda =  0.1591887 
## Iteration 9 lambda =  0.159187 
## Iteration 10 lambda =  0.1591867 
## Iteration 11 lambda =  0.1591866 
## Iteration 1 lambda =  0.3755993 
## Iteration 2 lambda =  0.2507191 
## Iteration 3 lambda =  0.2257431 
## Iteration 4 lambda =  0.2207479 
## Iteration 5 lambda =  0.2197489 
## Iteration 6 lambda =  0.2195491 
## Iteration 7 lambda =  0.2195091 
## Iteration 8 lambda =  0.2195011 
## Iteration 9 lambda =  0.2194995 
## Iteration 10 lambda =  0.2194992 
## Iteration 11 lambda =  0.2194991 
## Iteration 1 lambda =  0.3627165 
## Iteration 2 lambda =  0.2352598 
## Iteration 3 lambda =  0.2097685 
## Iteration 4 lambda =  0.2046702 
## Iteration 5 lambda =  0.2036506 
## Iteration 6 lambda =  0.2034466 
## Iteration 7 lambda =  0.2034058 
## Iteration 8 lambda =  0.2033977 
## Iteration 9 lambda =  0.203396 
## Iteration 10 lambda =  0.2033957 
## Iteration 11 lambda =  0.2033957 
## Iteration 1 lambda =  0.3175268 
## Iteration 2 lambda =  0.1810321 
## Iteration 3 lambda =  0.1537332 
## Iteration 4 lambda =  0.1482734 
## Iteration 5 lambda =  0.1471815 
## Iteration 6 lambda =  0.1469631 
## Iteration 7 lambda =  0.1469194 
## Iteration 8 lambda =  0.1469107 
## Iteration 9 lambda =  0.1469089 
## Iteration 10 lambda =  0.1469086 
## Iteration 11 lambda =  0.1469085 
## Iteration 1 lambda =  0.3238722 
## Iteration 2 lambda =  0.1886466 
## Iteration 3 lambda =  0.1616015 
## Iteration 4 lambda =  0.1561925 
## Iteration 5 lambda =  0.1551107 
## Iteration 6 lambda =  0.1548943 
## Iteration 7 lambda =  0.154851 
## Iteration 8 lambda =  0.1548424 
## Iteration 9 lambda =  0.1548407 
## Iteration 10 lambda =  0.1548403 
## Iteration 11 lambda =  0.1548402 
## Iteration 1 lambda =  0.4616788 
## Iteration 2 lambda =  0.3540146 
## Iteration 3 lambda =  0.3324817 
## Iteration 4 lambda =  0.3281752 
## Iteration 5 lambda =  0.3273139 
## Iteration 6 lambda =  0.3271416 
## Iteration 7 lambda =  0.3271071 
## Iteration 8 lambda =  0.3271003 
## Iteration 9 lambda =  0.3270989 
## Iteration 10 lambda =  0.3270986 
## Iteration 11 lambda =  0.3270985 
## Iteration 1 lambda =  0.4198147 
## Iteration 2 lambda =  0.3037777 
## Iteration 3 lambda =  0.2805703 
## Iteration 4 lambda =  0.2759288 
## Iteration 5 lambda =  0.2750005 
## Iteration 6 lambda =  0.2748148 
## Iteration 7 lambda =  0.2747777 
## Iteration 8 lambda =  0.2747703 
## Iteration 9 lambda =  0.2747688 
## Iteration 10 lambda =  0.2747685 
## Iteration 11 lambda =  0.2747684 
## Iteration 1 lambda =  0.3934835 
## Iteration 2 lambda =  0.2721802 
## Iteration 3 lambda =  0.2479196 
## Iteration 4 lambda =  0.2430674 
## Iteration 5 lambda =  0.242097 
## Iteration 6 lambda =  0.2419029 
## Iteration 7 lambda =  0.2418641 
## Iteration 8 lambda =  0.2418563 
## Iteration 9 lambda =  0.2418548 
## Iteration 10 lambda =  0.2418545 
## Iteration 11 lambda =  0.2418544 
## Iteration 1 lambda =  0.3924105 
## Iteration 2 lambda =  0.2708925 
## Iteration 3 lambda =  0.246589 
## Iteration 4 lambda =  0.2417282 
## Iteration 5 lambda =  0.2407561 
## Iteration 6 lambda =  0.2405617 
## Iteration 7 lambda =  0.2405228 
## Iteration 8 lambda =  0.240515 
## Iteration 9 lambda =  0.2405135 
## Iteration 10 lambda =  0.2405131 
## Iteration 11 lambda =  0.2405131 
## Iteration 1 lambda =  0.3520125 
## Iteration 2 lambda =  0.222415 
## Iteration 3 lambda =  0.1964955 
## Iteration 4 lambda =  0.1913116 
## Iteration 5 lambda =  0.1902748 
## Iteration 6 lambda =  0.1900674 
## Iteration 7 lambda =  0.190026 
## Iteration 8 lambda =  0.1900177 
## Iteration 9 lambda =  0.190016 
## Iteration 10 lambda =  0.1900157 
## Iteration 11 lambda =  0.1900156 
## Iteration 1 lambda =  0.3169347 
## Iteration 2 lambda =  0.1803216 
## Iteration 3 lambda =  0.152999 
## Iteration 4 lambda =  0.1475344 
## Iteration 5 lambda =  0.1464415 
## Iteration 6 lambda =  0.146223 
## Iteration 7 lambda =  0.1461792 
## Iteration 8 lambda =  0.1461705 
## Iteration 9 lambda =  0.1461687 
## Iteration 10 lambda =  0.1461684 
## Iteration 11 lambda =  0.1461683 
## Iteration 1 lambda =  0.345444 
## Iteration 2 lambda =  0.2145328 
## Iteration 3 lambda =  0.1883506 
## Iteration 4 lambda =  0.1831141 
## Iteration 5 lambda =  0.1820669 
## Iteration 6 lambda =  0.1818574 
## Iteration 7 lambda =  0.1818155 
## Iteration 8 lambda =  0.1818071 
## Iteration 9 lambda =  0.1818055 
## Iteration 10 lambda =  0.1818051 
## Iteration 11 lambda =  0.1818051 
## Iteration 1 lambda =  0.3580384 
## Iteration 2 lambda =  0.229646 
## Iteration 3 lambda =  0.2039676 
## Iteration 4 lambda =  0.1988319 
## Iteration 5 lambda =  0.1978047 
## Iteration 6 lambda =  0.1975993 
## Iteration 7 lambda =  0.1975582 
## Iteration 8 lambda =  0.19755 
## Iteration 9 lambda =  0.1975484 
## Iteration 10 lambda =  0.197548 
## Iteration 11 lambda =  0.197548 
## Iteration 1 lambda =  0.3415311 
## Iteration 2 lambda =  0.2098374 
## Iteration 3 lambda =  0.1834986 
## Iteration 4 lambda =  0.1782309 
## Iteration 5 lambda =  0.1771773 
## Iteration 6 lambda =  0.1769666 
## Iteration 7 lambda =  0.1769245 
## Iteration 8 lambda =  0.176916 
## Iteration 9 lambda =  0.1769144 
## Iteration 10 lambda =  0.176914 
## Iteration 11 lambda =  0.1769139 
## Iteration 1 lambda =  0.3695365 
## Iteration 2 lambda =  0.2434438 
## Iteration 3 lambda =  0.2182253 
## Iteration 4 lambda =  0.2131816 
## Iteration 5 lambda =  0.2121729 
## Iteration 6 lambda =  0.2119711 
## Iteration 7 lambda =  0.2119308 
## Iteration 8 lambda =  0.2119227 
## Iteration 9 lambda =  0.2119211 
## Iteration 10 lambda =  0.2119208 
## Iteration 11 lambda =  0.2119207 
## Iteration 1 lambda =  0.3437605 
## Iteration 2 lambda =  0.2125126 
## Iteration 3 lambda =  0.186263 
## Iteration 4 lambda =  0.1810131 
## Iteration 5 lambda =  0.1799631 
## Iteration 6 lambda =  0.1797531 
## Iteration 7 lambda =  0.1797111 
## Iteration 8 lambda =  0.1797027 
## Iteration 9 lambda =  0.179701 
## Iteration 10 lambda =  0.1797007 
## Iteration 11 lambda =  0.1797006 
## Iteration 1 lambda =  0.424138 
## Iteration 2 lambda =  0.3089655 
## Iteration 3 lambda =  0.2859311 
## Iteration 4 lambda =  0.2813242 
## Iteration 5 lambda =  0.2804028 
## Iteration 6 lambda =  0.2802185 
## Iteration 7 lambda =  0.2801817 
## Iteration 8 lambda =  0.2801743 
## Iteration 9 lambda =  0.2801728 
## Iteration 10 lambda =  0.2801725 
## Iteration 11 lambda =  0.2801725 
## Iteration 1 lambda =  0.3296867 
## Iteration 2 lambda =  0.195624 
## Iteration 3 lambda =  0.1688115 
## Iteration 4 lambda =  0.163449 
## Iteration 5 lambda =  0.1623765 
## Iteration 6 lambda =  0.162162 
## Iteration 7 lambda =  0.1621191 
## Iteration 8 lambda =  0.1621105 
## Iteration 9 lambda =  0.1621088 
## Iteration 10 lambda =  0.1621084 
## Iteration 11 lambda =  0.1621083 
## Iteration 1 lambda =  0.3861747 
## Iteration 2 lambda =  0.2634096 
## Iteration 3 lambda =  0.2388566 
## Iteration 4 lambda =  0.233946 
## Iteration 5 lambda =  0.2329639 
## Iteration 6 lambda =  0.2327675 
## Iteration 7 lambda =  0.2327282 
## Iteration 8 lambda =  0.2327203 
## Iteration 9 lambda =  0.2327187 
## Iteration 10 lambda =  0.2327184 
## Iteration 11 lambda =  0.2327184 
## Iteration 1 lambda =  0.3200796 
## Iteration 2 lambda =  0.1840956 
## Iteration 3 lambda =  0.1568987 
## Iteration 4 lambda =  0.1514594 
## Iteration 5 lambda =  0.1503715 
## Iteration 6 lambda =  0.1501539 
## Iteration 7 lambda =  0.1501104 
## Iteration 8 lambda =  0.1501017 
## Iteration 9 lambda =  0.1501 
## Iteration 10 lambda =  0.1500996 
## Iteration 11 lambda =  0.1500996 
## Iteration 1 lambda =  0.3403765 
## Iteration 2 lambda =  0.2084518 
## Iteration 3 lambda =  0.1820668 
## Iteration 4 lambda =  0.1767899 
## Iteration 5 lambda =  0.1757345 
## Iteration 6 lambda =  0.1755234 
## Iteration 7 lambda =  0.1754812 
## Iteration 8 lambda =  0.1754727 
## Iteration 9 lambda =  0.175471 
## Iteration 10 lambda =  0.1754707 
## Iteration 11 lambda =  0.1754706 
## Iteration 1 lambda =  0.4350964 
## Iteration 2 lambda =  0.3221157 
## Iteration 3 lambda =  0.2995196 
## Iteration 4 lambda =  0.2950004 
## Iteration 5 lambda =  0.2940965 
## Iteration 6 lambda =  0.2939157 
## Iteration 7 lambda =  0.2938796 
## Iteration 8 lambda =  0.2938724 
## Iteration 9 lambda =  0.2938709 
## Iteration 10 lambda =  0.2938706 
## Iteration 11 lambda =  0.2938706 
## Iteration 1 lambda =  0.3604084 
## Iteration 2 lambda =  0.2324901 
## Iteration 3 lambda =  0.2069064 
## Iteration 4 lambda =  0.2017897 
## Iteration 5 lambda =  0.2007663 
## Iteration 6 lambda =  0.2005616 
## Iteration 7 lambda =  0.2005207 
## Iteration 8 lambda =  0.2005125 
## Iteration 9 lambda =  0.2005109 
## Iteration 10 lambda =  0.2005106 
## Iteration 11 lambda =  0.2005105 
## Iteration 1 lambda =  0.3390457 
## Iteration 2 lambda =  0.2068549 
## Iteration 3 lambda =  0.1804167 
## Iteration 4 lambda =  0.1751291 
## Iteration 5 lambda =  0.1740715 
## Iteration 6 lambda =  0.17386 
## Iteration 7 lambda =  0.1738177 
## Iteration 8 lambda =  0.1738093 
## Iteration 9 lambda =  0.1738076 
## Iteration 10 lambda =  0.1738072 
## Iteration 11 lambda =  0.1738072 
## Iteration 1 lambda =  0.3904186 
## Iteration 2 lambda =  0.2685023 
## Iteration 3 lambda =  0.2441191 
## Iteration 4 lambda =  0.2392424 
## Iteration 5 lambda =  0.2382671 
## Iteration 6 lambda =  0.238072 
## Iteration 7 lambda =  0.238033 
## Iteration 8 lambda =  0.2380252 
## Iteration 9 lambda =  0.2380237 
## Iteration 10 lambda =  0.2380233 
## Iteration 11 lambda =  0.2380233 
## Iteration 1 lambda =  0.3285784 
## Iteration 2 lambda =  0.1942941 
## Iteration 3 lambda =  0.1674373 
## Iteration 4 lambda =  0.1620659 
## Iteration 5 lambda =  0.1609916 
## Iteration 6 lambda =  0.1607768 
## Iteration 7 lambda =  0.1607338 
## Iteration 8 lambda =  0.1607252 
## Iteration 9 lambda =  0.1607235 
## Iteration 10 lambda =  0.1607231 
## Iteration 11 lambda =  0.1607231 
## Iteration 1 lambda =  0.3682265 
## Iteration 2 lambda =  0.2418718 
## Iteration 3 lambda =  0.2166008 
## Iteration 4 lambda =  0.2115466 
## Iteration 5 lambda =  0.2105358 
## Iteration 6 lambda =  0.2103336 
## Iteration 7 lambda =  0.2102932 
## Iteration 8 lambda =  0.2102851 
## Iteration 9 lambda =  0.2102835 
## Iteration 10 lambda =  0.2102832 
## Iteration 11 lambda =  0.2102831 
## Iteration 1 lambda =  0.3582149 
## Iteration 2 lambda =  0.2298579 
## Iteration 3 lambda =  0.2041865 
## Iteration 4 lambda =  0.1990522 
## Iteration 5 lambda =  0.1980254 
## Iteration 6 lambda =  0.19782 
## Iteration 7 lambda =  0.1977789 
## Iteration 8 lambda =  0.1977707 
## Iteration 9 lambda =  0.1977691 
## Iteration 10 lambda =  0.1977688 
## Iteration 11 lambda =  0.1977687 
## Iteration 1 lambda =  0.3408532 
## Iteration 2 lambda =  0.2090238 
## Iteration 3 lambda =  0.1826579 
## Iteration 4 lambda =  0.1773847 
## Iteration 5 lambda =  0.1763301 
## Iteration 6 lambda =  0.1761192 
## Iteration 7 lambda =  0.176077 
## Iteration 8 lambda =  0.1760686 
## Iteration 9 lambda =  0.1760669 
## Iteration 10 lambda =  0.1760665 
## Iteration 11 lambda =  0.1760665 
## Iteration 1 lambda =  0.3344021 
## Iteration 2 lambda =  0.2012825 
## Iteration 3 lambda =  0.1746586 
## Iteration 4 lambda =  0.1693338 
## Iteration 5 lambda =  0.1682689 
## Iteration 6 lambda =  0.1680559 
## Iteration 7 lambda =  0.1680133 
## Iteration 8 lambda =  0.1680047 
## Iteration 9 lambda =  0.168003 
## Iteration 10 lambda =  0.1680027 
## Iteration 11 lambda =  0.1680026 
## Iteration 1 lambda =  0.3394304 
## Iteration 2 lambda =  0.2073165 
## Iteration 3 lambda =  0.1808938 
## Iteration 4 lambda =  0.1756092 
## Iteration 5 lambda =  0.1745523 
## Iteration 6 lambda =  0.1743409 
## Iteration 7 lambda =  0.1742986 
## Iteration 8 lambda =  0.1742902 
## Iteration 9 lambda =  0.1742885 
## Iteration 10 lambda =  0.1742881 
## Iteration 11 lambda =  0.1742881 
## Iteration 1 lambda =  0.4072424 
## Iteration 2 lambda =  0.2886908 
## Iteration 3 lambda =  0.2649805 
## Iteration 4 lambda =  0.2602385 
## Iteration 5 lambda =  0.25929 
## Iteration 6 lambda =  0.2591004 
## Iteration 7 lambda =  0.2590624 
## Iteration 8 lambda =  0.2590548 
## Iteration 9 lambda =  0.2590533 
## Iteration 10 lambda =  0.259053 
## Iteration 11 lambda =  0.259053 
## Iteration 1 lambda =  0.4270903 
## Iteration 2 lambda =  0.3125084 
## Iteration 3 lambda =  0.289592 
## Iteration 4 lambda =  0.2850088 
## Iteration 5 lambda =  0.2840921 
## Iteration 6 lambda =  0.2839088 
## Iteration 7 lambda =  0.2838721 
## Iteration 8 lambda =  0.2838648 
## Iteration 9 lambda =  0.2838633 
## Iteration 10 lambda =  0.283863 
## Iteration 11 lambda =  0.2838629 
## Iteration 1 lambda =  0.3203333 
## Iteration 2 lambda =  0.1844 
## Iteration 3 lambda =  0.1572133 
## Iteration 4 lambda =  0.151776 
## Iteration 5 lambda =  0.1506885 
## Iteration 6 lambda =  0.150471 
## Iteration 7 lambda =  0.1504275 
## Iteration 8 lambda =  0.1504188 
## Iteration 9 lambda =  0.1504171 
## Iteration 10 lambda =  0.1504167 
## Iteration 11 lambda =  0.1504166 
## Iteration 1 lambda =  0.3021372 
## Iteration 2 lambda =  0.1625646 
## Iteration 3 lambda =  0.1346501 
## Iteration 4 lambda =  0.1290672 
## Iteration 5 lambda =  0.1279506 
## Iteration 6 lambda =  0.1277273 
## Iteration 7 lambda =  0.1276827 
## Iteration 8 lambda =  0.1276737 
## Iteration 9 lambda =  0.1276719 
## Iteration 10 lambda =  0.1276716 
## Iteration 11 lambda =  0.1276715 
## Iteration 1 lambda =  0.3293644 
## Iteration 2 lambda =  0.1952373 
## Iteration 3 lambda =  0.1684119 
## Iteration 4 lambda =  0.1630468 
## Iteration 5 lambda =  0.1619738 
## Iteration 6 lambda =  0.1617592 
## Iteration 7 lambda =  0.1617162 
## Iteration 8 lambda =  0.1617077 
## Iteration 9 lambda =  0.1617059 
## Iteration 10 lambda =  0.1617056 
## Iteration 11 lambda =  0.1617055 
## Iteration 1 lambda =  0.3664252 
## Iteration 2 lambda =  0.2397103 
## Iteration 3 lambda =  0.2143673 
## Iteration 4 lambda =  0.2092987 
## Iteration 5 lambda =  0.208285 
## Iteration 6 lambda =  0.2080822 
## Iteration 7 lambda =  0.2080417 
## Iteration 8 lambda =  0.2080336 
## Iteration 9 lambda =  0.208032 
## Iteration 10 lambda =  0.2080316 
## Iteration 11 lambda =  0.2080316 
## Iteration 1 lambda =  0.3610728 
## Iteration 2 lambda =  0.2332874 
## Iteration 3 lambda =  0.2077303 
## Iteration 4 lambda =  0.2026189 
## Iteration 5 lambda =  0.2015966 
## Iteration 6 lambda =  0.2013921 
## Iteration 7 lambda =  0.2013513 
## Iteration 8 lambda =  0.2013431 
## Iteration 9 lambda =  0.2013414 
## Iteration 10 lambda =  0.2013411 
## Iteration 11 lambda =  0.2013411 
## Iteration 1 lambda =  0.2438715 
## Iteration 2 lambda =  0.09264579 
## Iteration 3 lambda =  0.06240065 
## Iteration 4 lambda =  0.05635162 
## Iteration 5 lambda =  0.05514182 
## Iteration 6 lambda =  0.05489985 
## Iteration 7 lambda =  0.05485146 
## Iteration 8 lambda =  0.05484178 
## Iteration 9 lambda =  0.05483985 
## Iteration 10 lambda =  0.05483946 
## Iteration 11 lambda =  0.05483938 
## Iteration 1 lambda =  0.385524 
## Iteration 2 lambda =  0.2626288 
## Iteration 3 lambda =  0.2380498 
## Iteration 4 lambda =  0.233134 
## Iteration 5 lambda =  0.2321508 
## Iteration 6 lambda =  0.2319542 
## Iteration 7 lambda =  0.2319149 
## Iteration 8 lambda =  0.231907 
## Iteration 9 lambda =  0.2319054 
## Iteration 10 lambda =  0.2319051 
## Iteration 11 lambda =  0.2319051 
## Iteration 1 lambda =  0.3723816 
## Iteration 2 lambda =  0.246858 
## Iteration 3 lambda =  0.2217532 
## Iteration 4 lambda =  0.2167323 
## Iteration 5 lambda =  0.2157281 
## Iteration 6 lambda =  0.2155273 
## Iteration 7 lambda =  0.2154871 
## Iteration 8 lambda =  0.2154791 
## Iteration 9 lambda =  0.2154774 
## Iteration 10 lambda =  0.2154771 
## Iteration 11 lambda =  0.2154771 
## Iteration 1 lambda =  0.3149824 
## Iteration 2 lambda =  0.1779789 
## Iteration 3 lambda =  0.1505781 
## Iteration 4 lambda =  0.145098 
## Iteration 5 lambda =  0.144002 
## Iteration 6 lambda =  0.1437828 
## Iteration 7 lambda =  0.1437389 
## Iteration 8 lambda =  0.1437302 
## Iteration 9 lambda =  0.1437284 
## Iteration 10 lambda =  0.1437281 
## Iteration 11 lambda =  0.143728 
## Iteration 1 lambda =  0.3300912 
## Iteration 2 lambda =  0.1961095 
## Iteration 3 lambda =  0.1693131 
## Iteration 4 lambda =  0.1639539 
## Iteration 5 lambda =  0.162882 
## Iteration 6 lambda =  0.1626677 
## Iteration 7 lambda =  0.1626248 
## Iteration 8 lambda =  0.1626162 
## Iteration 9 lambda =  0.1626145 
## Iteration 10 lambda =  0.1626141 
## Iteration 11 lambda =  0.1626141 
## Iteration 1 lambda =  0.3340858 
## Iteration 2 lambda =  0.200903 
## Iteration 3 lambda =  0.1742664 
## Iteration 4 lambda =  0.1689391 
## Iteration 5 lambda =  0.1678737 
## Iteration 6 lambda =  0.1676606 
## Iteration 7 lambda =  0.1676179 
## Iteration 8 lambda =  0.1676094 
## Iteration 9 lambda =  0.1676077 
## Iteration 10 lambda =  0.1676074 
## Iteration 11 lambda =  0.1676073 
## Iteration 1 lambda =  0.4099407 
## Iteration 2 lambda =  0.2919288 
## Iteration 3 lambda =  0.2683264 
## Iteration 4 lambda =  0.263606 
## Iteration 5 lambda =  0.2626619 
## Iteration 6 lambda =  0.2624731 
## Iteration 7 lambda =  0.2624353 
## Iteration 8 lambda =  0.2624277 
## Iteration 9 lambda =  0.2624262 
## Iteration 10 lambda =  0.2624259 
## Iteration 11 lambda =  0.2624259 
## Iteration 1 lambda =  0.3543521 
## Iteration 2 lambda =  0.2252225 
## Iteration 3 lambda =  0.1993966 
## Iteration 4 lambda =  0.1942314 
## Iteration 5 lambda =  0.1931984 
## Iteration 6 lambda =  0.1929918 
## Iteration 7 lambda =  0.1929504 
## Iteration 8 lambda =  0.1929422 
## Iteration 9 lambda =  0.1929405 
## Iteration 10 lambda =  0.1929402 
## Iteration 11 lambda =  0.1929401 
## Iteration 1 lambda =  0.3763488 
## Iteration 2 lambda =  0.2516186 
## Iteration 3 lambda =  0.2266725 
## Iteration 4 lambda =  0.2216833 
## Iteration 5 lambda =  0.2206855 
## Iteration 6 lambda =  0.2204859 
## Iteration 7 lambda =  0.220446 
## Iteration 8 lambda =  0.220438 
## Iteration 9 lambda =  0.2204364 
## Iteration 10 lambda =  0.2204361 
## Iteration 11 lambda =  0.220436 
## Iteration 1 lambda =  0.3770468 
## Iteration 2 lambda =  0.2524562 
## Iteration 3 lambda =  0.227538 
## Iteration 4 lambda =  0.2225544 
## Iteration 5 lambda =  0.2215577 
## Iteration 6 lambda =  0.2213583 
## Iteration 7 lambda =  0.2213185 
## Iteration 8 lambda =  0.2213105 
## Iteration 9 lambda =  0.2213089 
## Iteration 10 lambda =  0.2213086 
## Iteration 11 lambda =  0.2213085 
## Iteration 1 lambda =  0.377022 
## Iteration 2 lambda =  0.2524264 
## Iteration 3 lambda =  0.2275073 
## Iteration 4 lambda =  0.2225234 
## Iteration 5 lambda =  0.2215267 
## Iteration 6 lambda =  0.2213273 
## Iteration 7 lambda =  0.2212874 
## Iteration 8 lambda =  0.2212795 
## Iteration 9 lambda =  0.2212779 
## Iteration 10 lambda =  0.2212776 
## Iteration 11 lambda =  0.2212775 
## Iteration 1 lambda =  0.3046277 
## Iteration 2 lambda =  0.1655532 
## Iteration 3 lambda =  0.1377383 
## Iteration 4 lambda =  0.1321753 
## Iteration 5 lambda =  0.1310627 
## Iteration 6 lambda =  0.1308402 
## Iteration 7 lambda =  0.1307957 
## Iteration 8 lambda =  0.1307868 
## Iteration 9 lambda =  0.130785 
## Iteration 10 lambda =  0.1307847 
## Iteration 11 lambda =  0.1307846 
## Iteration 1 lambda =  0.3936855 
## Iteration 2 lambda =  0.2724226 
## Iteration 3 lambda =  0.24817 
## Iteration 4 lambda =  0.2433195 
## Iteration 5 lambda =  0.2423494 
## Iteration 6 lambda =  0.2421554 
## Iteration 7 lambda =  0.2421166 
## Iteration 8 lambda =  0.2421088 
## Iteration 9 lambda =  0.2421073 
## Iteration 10 lambda =  0.242107 
## Iteration 11 lambda =  0.2421069 
## Iteration 1 lambda =  0.3312317 
## Iteration 2 lambda =  0.197478 
## Iteration 3 lambda =  0.1707273 
## Iteration 4 lambda =  0.1653772 
## Iteration 5 lambda =  0.1643071 
## Iteration 6 lambda =  0.1640931 
## Iteration 7 lambda =  0.1640503 
## Iteration 8 lambda =  0.1640418 
## Iteration 9 lambda =  0.16404 
## Iteration 10 lambda =  0.1640397 
## Iteration 11 lambda =  0.1640396 
## Iteration 1 lambda =  0.2924064 
## Iteration 2 lambda =  0.1508877 
## Iteration 3 lambda =  0.1225839 
## Iteration 4 lambda =  0.1169232 
## Iteration 5 lambda =  0.115791 
## Iteration 6 lambda =  0.1155646 
## Iteration 7 lambda =  0.1155193 
## Iteration 8 lambda =  0.1155103 
## Iteration 9 lambda =  0.1155084 
## Iteration 10 lambda =  0.1155081 
## Iteration 11 lambda =  0.115508 
## Iteration 1 lambda =  0.3931776 
## Iteration 2 lambda =  0.2718131 
## Iteration 3 lambda =  0.2475402 
## Iteration 4 lambda =  0.2426857 
## Iteration 5 lambda =  0.2417147 
## Iteration 6 lambda =  0.2415206 
## Iteration 7 lambda =  0.2414817 
## Iteration 8 lambda =  0.241474 
## Iteration 9 lambda =  0.2414724 
## Iteration 10 lambda =  0.2414721 
## Iteration 11 lambda =  0.241472 
## Iteration 1 lambda =  0.4589373 
## Iteration 2 lambda =  0.3507248 
## Iteration 3 lambda =  0.3290823 
## Iteration 4 lambda =  0.3247538 
## Iteration 5 lambda =  0.3238881 
## Iteration 6 lambda =  0.323715 
## Iteration 7 lambda =  0.3236803 
## Iteration 8 lambda =  0.3236734 
## Iteration 9 lambda =  0.323672 
## Iteration 10 lambda =  0.3236717 
## Iteration 11 lambda =  0.3236717 
## Iteration 1 lambda =  0.3566332 
## Iteration 2 lambda =  0.2279598 
## Iteration 3 lambda =  0.2022252 
## Iteration 4 lambda =  0.1970782 
## Iteration 5 lambda =  0.1960488 
## Iteration 6 lambda =  0.195843 
## Iteration 7 lambda =  0.1958018 
## Iteration 8 lambda =  0.1957936 
## Iteration 9 lambda =  0.1957919 
## Iteration 10 lambda =  0.1957916 
## Iteration 11 lambda =  0.1957915 
## Iteration 1 lambda =  0.3759684 
## Iteration 2 lambda =  0.2511621 
## Iteration 3 lambda =  0.2262008 
## Iteration 4 lambda =  0.2212086 
## Iteration 5 lambda =  0.2202101 
## Iteration 6 lambda =  0.2200104 
## Iteration 7 lambda =  0.2199705 
## Iteration 8 lambda =  0.2199625 
## Iteration 9 lambda =  0.2199609 
## Iteration 10 lambda =  0.2199606 
## Iteration 11 lambda =  0.2199605 
## Iteration 1 lambda =  0.391494 
## Iteration 2 lambda =  0.2697928 
## Iteration 3 lambda =  0.2454526 
## Iteration 4 lambda =  0.2405845 
## Iteration 5 lambda =  0.2396109 
## Iteration 6 lambda =  0.2394162 
## Iteration 7 lambda =  0.2393772 
## Iteration 8 lambda =  0.2393694 
## Iteration 9 lambda =  0.2393679 
## Iteration 10 lambda =  0.2393676 
## Iteration 11 lambda =  0.2393675 
## Iteration 1 lambda =  0.332134 
## Iteration 2 lambda =  0.1985608 
## Iteration 3 lambda =  0.1718461 
## Iteration 4 lambda =  0.1665032 
## Iteration 5 lambda =  0.1654346 
## Iteration 6 lambda =  0.1652209 
## Iteration 7 lambda =  0.1651782 
## Iteration 8 lambda =  0.1651696 
## Iteration 9 lambda =  0.1651679 
## Iteration 10 lambda =  0.1651676 
## Iteration 11 lambda =  0.1651675 
## Iteration 1 lambda =  0.3698475 
## Iteration 2 lambda =  0.243817 
## Iteration 3 lambda =  0.2186109 
## Iteration 4 lambda =  0.2135696 
## Iteration 5 lambda =  0.2125614 
## Iteration 6 lambda =  0.2123597 
## Iteration 7 lambda =  0.2123194 
## Iteration 8 lambda =  0.2123113 
## Iteration 9 lambda =  0.2123097 
## Iteration 10 lambda =  0.2123094 
## Iteration 11 lambda =  0.2123093 
## Iteration 1 lambda =  0.3668378 
## Iteration 2 lambda =  0.2402054 
## Iteration 3 lambda =  0.2148789 
## Iteration 4 lambda =  0.2098136 
## Iteration 5 lambda =  0.2088005 
## Iteration 6 lambda =  0.2085979 
## Iteration 7 lambda =  0.2085574 
## Iteration 8 lambda =  0.2085493 
## Iteration 9 lambda =  0.2085477 
## Iteration 10 lambda =  0.2085473 
## Iteration 11 lambda =  0.2085473 
## Iteration 1 lambda =  0.3767922 
## Iteration 2 lambda =  0.2521507 
## Iteration 3 lambda =  0.2272223 
## Iteration 4 lambda =  0.2222367 
## Iteration 5 lambda =  0.2212396 
## Iteration 6 lambda =  0.2210401 
## Iteration 7 lambda =  0.2210002 
## Iteration 8 lambda =  0.2209923 
## Iteration 9 lambda =  0.2209907 
## Iteration 10 lambda =  0.2209904 
## Iteration 11 lambda =  0.2209903 
## Iteration 1 lambda =  0.3480102 
## Iteration 2 lambda =  0.2176122 
## Iteration 3 lambda =  0.1915326 
## Iteration 4 lambda =  0.1863167 
## Iteration 5 lambda =  0.1852735 
## Iteration 6 lambda =  0.1850649 
## Iteration 7 lambda =  0.1850232 
## Iteration 8 lambda =  0.1850148 
## Iteration 9 lambda =  0.1850132 
## Iteration 10 lambda =  0.1850128 
## Iteration 11 lambda =  0.1850128 
## Iteration 1 lambda =  0.3265284 
## Iteration 2 lambda =  0.1918341 
## Iteration 3 lambda =  0.1648953 
## Iteration 4 lambda =  0.1595075 
## Iteration 5 lambda =  0.1584299 
## Iteration 6 lambda =  0.1582144 
## Iteration 7 lambda =  0.1581713 
## Iteration 8 lambda =  0.1581627 
## Iteration 9 lambda =  0.158161 
## Iteration 10 lambda =  0.1581606 
## Iteration 11 lambda =  0.1581606 
## Iteration 1 lambda =  0.3363462 
## Iteration 2 lambda =  0.2036154 
## Iteration 3 lambda =  0.1770693 
## Iteration 4 lambda =  0.1717601 
## Iteration 5 lambda =  0.1706982 
## Iteration 6 lambda =  0.1704858 
## Iteration 7 lambda =  0.1704434 
## Iteration 8 lambda =  0.1704349 
## Iteration 9 lambda =  0.1704332 
## Iteration 10 lambda =  0.1704328 
## Iteration 11 lambda =  0.1704328 
## Iteration 1 lambda =  0.3383038 
## Iteration 2 lambda =  0.2059646 
## Iteration 3 lambda =  0.1794967 
## Iteration 4 lambda =  0.1742032 
## Iteration 5 lambda =  0.1731445 
## Iteration 6 lambda =  0.1729327 
## Iteration 7 lambda =  0.1728904 
## Iteration 8 lambda =  0.1728819 
## Iteration 9 lambda =  0.1728802 
## Iteration 10 lambda =  0.1728799 
## Iteration 11 lambda =  0.1728798 
## Iteration 1 lambda =  0.3949819 
## Iteration 2 lambda =  0.2739783 
## Iteration 3 lambda =  0.2497775 
## Iteration 4 lambda =  0.2449374 
## Iteration 5 lambda =  0.2439694 
## Iteration 6 lambda =  0.2437757 
## Iteration 7 lambda =  0.243737 
## Iteration 8 lambda =  0.2437293 
## Iteration 9 lambda =  0.2437277 
## Iteration 10 lambda =  0.2437274 
## Iteration 11 lambda =  0.2437274 
## Iteration 1 lambda =  0.2904178 
## Iteration 2 lambda =  0.1485013 
## Iteration 3 lambda =  0.120118 
## Iteration 4 lambda =  0.1144414 
## Iteration 5 lambda =  0.113306 
## Iteration 6 lambda =  0.113079 
## Iteration 7 lambda =  0.1130336 
## Iteration 8 lambda =  0.1130245 
## Iteration 9 lambda =  0.1130227 
## Iteration 10 lambda =  0.1130223 
## Iteration 11 lambda =  0.1130222 
## Iteration 1 lambda =  0.3734924 
## Iteration 2 lambda =  0.2481909 
## Iteration 3 lambda =  0.2231306 
## Iteration 4 lambda =  0.2181185 
## Iteration 5 lambda =  0.2171161 
## Iteration 6 lambda =  0.2169156 
## Iteration 7 lambda =  0.2168755 
## Iteration 8 lambda =  0.2168675 
## Iteration 9 lambda =  0.2168659 
## Iteration 10 lambda =  0.2168656 
## Iteration 11 lambda =  0.2168655 
## Iteration 1 lambda =  0.3682699 
## Iteration 2 lambda =  0.2419238 
## Iteration 3 lambda =  0.2166546 
## Iteration 4 lambda =  0.2116008 
## Iteration 5 lambda =  0.21059 
## Iteration 6 lambda =  0.2103879 
## Iteration 7 lambda =  0.2103474 
## Iteration 8 lambda =  0.2103394 
## Iteration 9 lambda =  0.2103377 
## Iteration 10 lambda =  0.2103374 
## Iteration 11 lambda =  0.2103374 
## Iteration 1 lambda =  0.3825198 
## Iteration 2 lambda =  0.2590238 
## Iteration 3 lambda =  0.2343246 
## Iteration 4 lambda =  0.2293848 
## Iteration 5 lambda =  0.2283968 
## Iteration 6 lambda =  0.2281992 
## Iteration 7 lambda =  0.2281597 
## Iteration 8 lambda =  0.2281518 
## Iteration 9 lambda =  0.2281502 
## Iteration 10 lambda =  0.2281499 
## Iteration 11 lambda =  0.2281498 
## Iteration 1 lambda =  0.3413081 
## Iteration 2 lambda =  0.2095697 
## Iteration 3 lambda =  0.1832221 
## Iteration 4 lambda =  0.1779525 
## Iteration 5 lambda =  0.1768986 
## Iteration 6 lambda =  0.1766878 
## Iteration 7 lambda =  0.1766457 
## Iteration 8 lambda =  0.1766372 
## Iteration 9 lambda =  0.1766356 
## Iteration 10 lambda =  0.1766352 
## Iteration 11 lambda =  0.1766352 
## Iteration 1 lambda =  0.3744556 
## Iteration 2 lambda =  0.2493468 
## Iteration 3 lambda =  0.224325 
## Iteration 4 lambda =  0.2193206 
## Iteration 5 lambda =  0.2183198 
## Iteration 6 lambda =  0.2181196 
## Iteration 7 lambda =  0.2180796 
## Iteration 8 lambda =  0.2180716 
## Iteration 9 lambda =  0.21807 
## Iteration 10 lambda =  0.2180696 
## Iteration 11 lambda =  0.2180696 
## Iteration 1 lambda =  0.3290324 
## Iteration 2 lambda =  0.1948388 
## Iteration 3 lambda =  0.1680001 
## Iteration 4 lambda =  0.1626324 
## Iteration 5 lambda =  0.1615588 
## Iteration 6 lambda =  0.1613441 
## Iteration 7 lambda =  0.1613012 
## Iteration 8 lambda =  0.1612926 
## Iteration 9 lambda =  0.1612909 
## Iteration 10 lambda =  0.1612905 
## Iteration 11 lambda =  0.1612905 
## Iteration 1 lambda =  0.386457 
## Iteration 2 lambda =  0.2637484 
## Iteration 3 lambda =  0.2392067 
## Iteration 4 lambda =  0.2342983 
## Iteration 5 lambda =  0.2333166 
## Iteration 6 lambda =  0.2331203 
## Iteration 7 lambda =  0.233081 
## Iteration 8 lambda =  0.2330732 
## Iteration 9 lambda =  0.2330716 
## Iteration 10 lambda =  0.2330713 
## Iteration 11 lambda =  0.2330712 
## Iteration 1 lambda =  0.3442352 
## Iteration 2 lambda =  0.2130822 
## Iteration 3 lambda =  0.1868516 
## Iteration 4 lambda =  0.1816055 
## Iteration 5 lambda =  0.1805563 
## Iteration 6 lambda =  0.1803465 
## Iteration 7 lambda =  0.1803045 
## Iteration 8 lambda =  0.1802961 
## Iteration 9 lambda =  0.1802944 
## Iteration 10 lambda =  0.1802941 
## Iteration 11 lambda =  0.180294 
## Iteration 1 lambda =  0.3412178 
## Iteration 2 lambda =  0.2094614 
## Iteration 3 lambda =  0.1831101 
## Iteration 4 lambda =  0.1778399 
## Iteration 5 lambda =  0.1767858 
## Iteration 6 lambda =  0.176575 
## Iteration 7 lambda =  0.1765328 
## Iteration 8 lambda =  0.1765244 
## Iteration 9 lambda =  0.1765227 
## Iteration 10 lambda =  0.1765224 
## Iteration 11 lambda =  0.1765223 
## Iteration 1 lambda =  0.3319954 
## Iteration 2 lambda =  0.1983944 
## Iteration 3 lambda =  0.1716742 
## Iteration 4 lambda =  0.1663302 
## Iteration 5 lambda =  0.1652614 
## Iteration 6 lambda =  0.1650476 
## Iteration 7 lambda =  0.1650049 
## Iteration 8 lambda =  0.1649963 
## Iteration 9 lambda =  0.1649946 
## Iteration 10 lambda =  0.1649943 
## Iteration 11 lambda =  0.1649942 
## Iteration 1 lambda =  0.3846804 
## Iteration 2 lambda =  0.2616165 
## Iteration 3 lambda =  0.2370037 
## Iteration 4 lambda =  0.2320812 
## Iteration 5 lambda =  0.2310967 
## Iteration 6 lambda =  0.2308998 
## Iteration 7 lambda =  0.2308604 
## Iteration 8 lambda =  0.2308525 
## Iteration 9 lambda =  0.2308509 
## Iteration 10 lambda =  0.2308506 
## Iteration 11 lambda =  0.2308505 
## Iteration 1 lambda =  0.3657903 
## Iteration 2 lambda =  0.2389484 
## Iteration 3 lambda =  0.21358 
## Iteration 4 lambda =  0.2085063 
## Iteration 5 lambda =  0.2074916 
## Iteration 6 lambda =  0.2072886 
## Iteration 7 lambda =  0.207248 
## Iteration 8 lambda =  0.2072399 
## Iteration 9 lambda =  0.2072383 
## Iteration 10 lambda =  0.207238 
## Iteration 11 lambda =  0.2072379 
## Iteration 1 lambda =  0.3602155 
## Iteration 2 lambda =  0.2322586 
## Iteration 3 lambda =  0.2066672 
## Iteration 4 lambda =  0.201549 
## Iteration 5 lambda =  0.2005253 
## Iteration 6 lambda =  0.2003206 
## Iteration 7 lambda =  0.2002796 
## Iteration 8 lambda =  0.2002715 
## Iteration 9 lambda =  0.2002698 
## Iteration 10 lambda =  0.2002695 
## Iteration 11 lambda =  0.2002694 
## Iteration 1 lambda =  0.3609789 
## Iteration 2 lambda =  0.2331747 
## Iteration 3 lambda =  0.2076138 
## Iteration 4 lambda =  0.2025017 
## Iteration 5 lambda =  0.2014792 
## Iteration 6 lambda =  0.2012747 
## Iteration 7 lambda =  0.2012338 
## Iteration 8 lambda =  0.2012257 
## Iteration 9 lambda =  0.201224 
## Iteration 10 lambda =  0.2012237 
## Iteration 11 lambda =  0.2012236 
## Iteration 1 lambda =  0.3614659 
## Iteration 2 lambda =  0.233759 
## Iteration 3 lambda =  0.2082177 
## Iteration 4 lambda =  0.2031094 
## Iteration 5 lambda =  0.2020877 
## Iteration 6 lambda =  0.2018834 
## Iteration 7 lambda =  0.2018425 
## Iteration 8 lambda =  0.2018344 
## Iteration 9 lambda =  0.2018327 
## Iteration 10 lambda =  0.2018324 
## Iteration 11 lambda =  0.2018323 
## Iteration 1 lambda =  0.3360927 
## Iteration 2 lambda =  0.2033112 
## Iteration 3 lambda =  0.1767549 
## Iteration 4 lambda =  0.1714437 
## Iteration 5 lambda =  0.1703814 
## Iteration 6 lambda =  0.170169 
## Iteration 7 lambda =  0.1701265 
## Iteration 8 lambda =  0.170118 
## Iteration 9 lambda =  0.1701163 
## Iteration 10 lambda =  0.1701159 
## Iteration 11 lambda =  0.1701159 
## Iteration 1 lambda =  0.3340263 
## Iteration 2 lambda =  0.2008316 
## Iteration 3 lambda =  0.1741926 
## Iteration 4 lambda =  0.1688648 
## Iteration 5 lambda =  0.1677993 
## Iteration 6 lambda =  0.1675862 
## Iteration 7 lambda =  0.1675436 
## Iteration 8 lambda =  0.167535 
## Iteration 9 lambda =  0.1675333 
## Iteration 10 lambda =  0.167533 
## Iteration 11 lambda =  0.1675329 
## Iteration 1 lambda =  0.3202201 
## Iteration 2 lambda =  0.1842641 
## Iteration 3 lambda =  0.1570729 
## Iteration 4 lambda =  0.1516346 
## Iteration 5 lambda =  0.150547 
## Iteration 6 lambda =  0.1503295 
## Iteration 7 lambda =  0.1502859 
## Iteration 8 lambda =  0.1502772 
## Iteration 9 lambda =  0.1502755 
## Iteration 10 lambda =  0.1502752 
## Iteration 11 lambda =  0.1502751 
## Iteration 1 lambda =  0.3052471 
## Iteration 2 lambda =  0.1662965 
## Iteration 3 lambda =  0.1385064 
## Iteration 4 lambda =  0.1329484 
## Iteration 5 lambda =  0.1318368 
## Iteration 6 lambda =  0.1316145 
## Iteration 7 lambda =  0.13157 
## Iteration 8 lambda =  0.1315611 
## Iteration 9 lambda =  0.1315593 
## Iteration 10 lambda =  0.131559 
## Iteration 11 lambda =  0.1315589 
## Iteration 1 lambda =  0.4190883 
## Iteration 2 lambda =  0.302906 
## Iteration 3 lambda =  0.2796696 
## Iteration 4 lambda =  0.2750223 
## Iteration 5 lambda =  0.2740928 
## Iteration 6 lambda =  0.2739069 
## Iteration 7 lambda =  0.2738697 
## Iteration 8 lambda =  0.2738623 
## Iteration 9 lambda =  0.2738608 
## Iteration 10 lambda =  0.2738605 
## Iteration 11 lambda =  0.2738604 
## Iteration 1 lambda =  0.3554801 
## Iteration 2 lambda =  0.2265761 
## Iteration 3 lambda =  0.2007953 
## Iteration 4 lambda =  0.1956391 
## Iteration 5 lambda =  0.1946079 
## Iteration 6 lambda =  0.1944016 
## Iteration 7 lambda =  0.1943604 
## Iteration 8 lambda =  0.1943521 
## Iteration 9 lambda =  0.1943505 
## Iteration 10 lambda =  0.1943502 
## Iteration 11 lambda =  0.1943501 
## Iteration 1 lambda =  0.3384657 
## Iteration 2 lambda =  0.2061588 
## Iteration 3 lambda =  0.1796974 
## Iteration 4 lambda =  0.1744051 
## Iteration 5 lambda =  0.1733467 
## Iteration 6 lambda =  0.173135 
## Iteration 7 lambda =  0.1730927 
## Iteration 8 lambda =  0.1730842 
## Iteration 9 lambda =  0.1730825 
## Iteration 10 lambda =  0.1730822 
## Iteration 11 lambda =  0.1730821 
## Iteration 1 lambda =  0.4117716 
## Iteration 2 lambda =  0.294126 
## Iteration 3 lambda =  0.2705968 
## Iteration 4 lambda =  0.265891 
## Iteration 5 lambda =  0.2649498 
## Iteration 6 lambda =  0.2647616 
## Iteration 7 lambda =  0.264724 
## Iteration 8 lambda =  0.2647164 
## Iteration 9 lambda =  0.2647149 
## Iteration 10 lambda =  0.2647146 
## Iteration 11 lambda =  0.2647146 
## Iteration 1 lambda =  0.3903953 
## Iteration 2 lambda =  0.2684743 
## Iteration 3 lambda =  0.2440901 
## Iteration 4 lambda =  0.2392133 
## Iteration 5 lambda =  0.2382379 
## Iteration 6 lambda =  0.2380428 
## Iteration 7 lambda =  0.2380038 
## Iteration 8 lambda =  0.237996 
## Iteration 9 lambda =  0.2379945 
## Iteration 10 lambda =  0.2379941 
## Iteration 11 lambda =  0.2379941 
## Iteration 1 lambda =  0.4077408 
## Iteration 2 lambda =  0.289289 
## Iteration 3 lambda =  0.2655986 
## Iteration 4 lambda =  0.2608605 
## Iteration 5 lambda =  0.2599129 
## Iteration 6 lambda =  0.2597234 
## Iteration 7 lambda =  0.2596855 
## Iteration 8 lambda =  0.2596779 
## Iteration 9 lambda =  0.2596764 
## Iteration 10 lambda =  0.2596761 
## Iteration 11 lambda =  0.259676 
## Iteration 1 lambda =  0.2818215 
## Iteration 2 lambda =  0.1381858 
## Iteration 3 lambda =  0.1094586 
## Iteration 4 lambda =  0.1037132 
## Iteration 5 lambda =  0.1025641 
## Iteration 6 lambda =  0.1023343 
## Iteration 7 lambda =  0.1022883 
## Iteration 8 lambda =  0.1022791 
## Iteration 9 lambda =  0.1022773 
## Iteration 10 lambda =  0.1022769 
## Iteration 11 lambda =  0.1022769 
## Iteration 1 lambda =  0.3729688 
## Iteration 2 lambda =  0.2475626 
## Iteration 3 lambda =  0.2224813 
## Iteration 4 lambda =  0.2174651 
## Iteration 5 lambda =  0.2164618 
## Iteration 6 lambda =  0.2162612 
## Iteration 7 lambda =  0.216221 
## Iteration 8 lambda =  0.216213 
## Iteration 9 lambda =  0.2162114 
## Iteration 10 lambda =  0.2162111 
## Iteration 11 lambda =  0.216211 
## Iteration 1 lambda =  0.3515442 
## Iteration 2 lambda =  0.221853 
## Iteration 3 lambda =  0.1959148 
## Iteration 4 lambda =  0.1907271 
## Iteration 5 lambda =  0.1896896 
## Iteration 6 lambda =  0.1894821 
## Iteration 7 lambda =  0.1894406 
## Iteration 8 lambda =  0.1894323 
## Iteration 9 lambda =  0.1894306 
## Iteration 10 lambda =  0.1894303 
## Iteration 11 lambda =  0.1894302 
## Iteration 1 lambda =  0.3734295 
## Iteration 2 lambda =  0.2481154 
## Iteration 3 lambda =  0.2230525 
## Iteration 4 lambda =  0.21804 
## Iteration 5 lambda =  0.2170375 
## Iteration 6 lambda =  0.216837 
## Iteration 7 lambda =  0.2167969 
## Iteration 8 lambda =  0.2167888 
## Iteration 9 lambda =  0.2167872 
## Iteration 10 lambda =  0.2167869 
## Iteration 11 lambda =  0.2167869 
## Iteration 1 lambda =  0.3255574 
## Iteration 2 lambda =  0.1906689 
## Iteration 3 lambda =  0.1636912 
## Iteration 4 lambda =  0.1582957 
## Iteration 5 lambda =  0.1572166 
## Iteration 6 lambda =  0.1570007 
## Iteration 7 lambda =  0.1569576 
## Iteration 8 lambda =  0.156949 
## Iteration 9 lambda =  0.1569472 
## Iteration 10 lambda =  0.1569469 
## Iteration 11 lambda =  0.1569468 
## Iteration 1 lambda =  0.3074155 
## Iteration 2 lambda =  0.1688986 
## Iteration 3 lambda =  0.1411952 
## Iteration 4 lambda =  0.1356545 
## Iteration 5 lambda =  0.1345464 
## Iteration 6 lambda =  0.1343247 
## Iteration 7 lambda =  0.1342804 
## Iteration 8 lambda =  0.1342715 
## Iteration 9 lambda =  0.1342698 
## Iteration 10 lambda =  0.1342694 
## Iteration 11 lambda =  0.1342693 
## Iteration 1 lambda =  0.4309783 
## Iteration 2 lambda =  0.317174 
## Iteration 3 lambda =  0.2944131 
## Iteration 4 lambda =  0.2898609 
## Iteration 5 lambda =  0.2889505 
## Iteration 6 lambda =  0.2887684 
## Iteration 7 lambda =  0.288732 
## Iteration 8 lambda =  0.2887247 
## Iteration 9 lambda =  0.2887233 
## Iteration 10 lambda =  0.288723 
## Iteration 11 lambda =  0.2887229 
## Iteration 1 lambda =  0.3740004 
## Iteration 2 lambda =  0.2488005 
## Iteration 3 lambda =  0.2237605 
## Iteration 4 lambda =  0.2187525 
## Iteration 5 lambda =  0.2177509 
## Iteration 6 lambda =  0.2175506 
## Iteration 7 lambda =  0.2175105 
## Iteration 8 lambda =  0.2175025 
## Iteration 9 lambda =  0.2175009 
## Iteration 10 lambda =  0.2175006 
## Iteration 11 lambda =  0.2175005 
## Iteration 1 lambda =  0.4476372 
## Iteration 2 lambda =  0.3371647 
## Iteration 3 lambda =  0.3150701 
## Iteration 4 lambda =  0.3106512 
## Iteration 5 lambda =  0.3097675 
## Iteration 6 lambda =  0.3095907 
## Iteration 7 lambda =  0.3095553 
## Iteration 8 lambda =  0.3095483 
## Iteration 9 lambda =  0.3095469 
## Iteration 10 lambda =  0.3095466 
## Iteration 11 lambda =  0.3095465 
## Iteration 1 lambda =  0.3738705 
## Iteration 2 lambda =  0.2486446 
## Iteration 3 lambda =  0.2235994 
## Iteration 4 lambda =  0.2185904 
## Iteration 5 lambda =  0.2175886 
## Iteration 6 lambda =  0.2173882 
## Iteration 7 lambda =  0.2173481 
## Iteration 8 lambda =  0.2173401 
## Iteration 9 lambda =  0.2173385 
## Iteration 10 lambda =  0.2173382 
## Iteration 11 lambda =  0.2173381 
## Iteration 1 lambda =  0.3434306 
## Iteration 2 lambda =  0.2121167 
## Iteration 3 lambda =  0.185854 
## Iteration 4 lambda =  0.1806014 
## Iteration 5 lambda =  0.1795509 
## Iteration 6 lambda =  0.1793408 
## Iteration 7 lambda =  0.1792988 
## Iteration 8 lambda =  0.1792904 
## Iteration 9 lambda =  0.1792887 
## Iteration 10 lambda =  0.1792884 
## Iteration 11 lambda =  0.1792883 
## Iteration 1 lambda =  0.342075 
## Iteration 2 lambda =  0.2104901 
## Iteration 3 lambda =  0.1841731 
## Iteration 4 lambda =  0.1789097 
## Iteration 5 lambda =  0.177857 
## Iteration 6 lambda =  0.1776464 
## Iteration 7 lambda =  0.1776043 
## Iteration 8 lambda =  0.1775959 
## Iteration 9 lambda =  0.1775942 
## Iteration 10 lambda =  0.1775939 
## Iteration 11 lambda =  0.1775938 
## Iteration 1 lambda =  0.4047397 
## Iteration 2 lambda =  0.2856876 
## Iteration 3 lambda =  0.2618772 
## Iteration 4 lambda =  0.2571151 
## Iteration 5 lambda =  0.2561627 
## Iteration 6 lambda =  0.2559722 
## Iteration 7 lambda =  0.2559341 
## Iteration 8 lambda =  0.2559265 
## Iteration 9 lambda =  0.255925 
## Iteration 10 lambda =  0.2559247 
## Iteration 11 lambda =  0.2559246 
## Iteration 1 lambda =  0.3617898 
## Iteration 2 lambda =  0.2341478 
## Iteration 3 lambda =  0.2086194 
## Iteration 4 lambda =  0.2035137 
## Iteration 5 lambda =  0.2024926 
## Iteration 6 lambda =  0.2022883 
## Iteration 7 lambda =  0.2022475 
## Iteration 8 lambda =  0.2022393 
## Iteration 9 lambda =  0.2022377 
## Iteration 10 lambda =  0.2022374 
## Iteration 11 lambda =  0.2022373 
## Iteration 1 lambda =  0.3811075 
## Iteration 2 lambda =  0.257329 
## Iteration 3 lambda =  0.2325734 
## Iteration 4 lambda =  0.2276222 
## Iteration 5 lambda =  0.226632 
## Iteration 6 lambda =  0.2264339 
## Iteration 7 lambda =  0.2263943 
## Iteration 8 lambda =  0.2263864 
## Iteration 9 lambda =  0.2263848 
## Iteration 10 lambda =  0.2263845 
## Iteration 11 lambda =  0.2263844 
## Iteration 1 lambda =  0.3179824 
## Iteration 2 lambda =  0.1815789 
## Iteration 3 lambda =  0.1542982 
## Iteration 4 lambda =  0.1488421 
## Iteration 5 lambda =  0.1477508 
## Iteration 6 lambda =  0.1475326 
## Iteration 7 lambda =  0.1474889 
## Iteration 8 lambda =  0.1474802 
## Iteration 9 lambda =  0.1474785 
## Iteration 10 lambda =  0.1474781 
## Iteration 11 lambda =  0.147478 
## Iteration 1 lambda =  0.4034403 
## Iteration 2 lambda =  0.2841284 
## Iteration 3 lambda =  0.260266 
## Iteration 4 lambda =  0.2554935 
## Iteration 5 lambda =  0.254539 
## Iteration 6 lambda =  0.2543481 
## Iteration 7 lambda =  0.25431 
## Iteration 8 lambda =  0.2543023 
## Iteration 9 lambda =  0.2543008 
## Iteration 10 lambda =  0.2543005 
## Iteration 11 lambda =  0.2543004 
## Iteration 1 lambda =  0.3529454 
## Iteration 2 lambda =  0.2235345 
## Iteration 3 lambda =  0.1976523 
## Iteration 4 lambda =  0.1924759 
## Iteration 5 lambda =  0.1914406 
## Iteration 6 lambda =  0.1912335 
## Iteration 7 lambda =  0.1911921 
## Iteration 8 lambda =  0.1911838 
## Iteration 9 lambda =  0.1911822 
## Iteration 10 lambda =  0.1911818 
## Iteration 11 lambda =  0.1911818 
## Iteration 1 lambda =  0.4116724 
## Iteration 2 lambda =  0.2940069 
## Iteration 3 lambda =  0.2704738 
## Iteration 4 lambda =  0.2657672 
## Iteration 5 lambda =  0.2648259 
## Iteration 6 lambda =  0.2646376 
## Iteration 7 lambda =  0.2645999 
## Iteration 8 lambda =  0.2645924 
## Iteration 9 lambda =  0.2645909 
## Iteration 10 lambda =  0.2645906 
## Iteration 11 lambda =  0.2645905 
## Iteration 1 lambda =  0.3594119 
## Iteration 2 lambda =  0.2312943 
## Iteration 3 lambda =  0.2056708 
## Iteration 4 lambda =  0.2005461 
## Iteration 5 lambda =  0.1995211 
## Iteration 6 lambda =  0.1993162 
## Iteration 7 lambda =  0.1992752 
## Iteration 8 lambda =  0.199267 
## Iteration 9 lambda =  0.1992653 
## Iteration 10 lambda =  0.199265 
## Iteration 11 lambda =  0.1992649 
## Iteration 1 lambda =  0.379555 
## Iteration 2 lambda =  0.2554661 
## Iteration 3 lambda =  0.2306483 
## Iteration 4 lambda =  0.2256847 
## Iteration 5 lambda =  0.224692 
## Iteration 6 lambda =  0.2244934 
## Iteration 7 lambda =  0.2244537 
## Iteration 8 lambda =  0.2244458 
## Iteration 9 lambda =  0.2244442 
## Iteration 10 lambda =  0.2244439 
## Iteration 11 lambda =  0.2244438 
## Iteration 1 lambda =  0.3257829 
## Iteration 2 lambda =  0.1909394 
## Iteration 3 lambda =  0.1639708 
## Iteration 4 lambda =  0.158577 
## Iteration 5 lambda =  0.1574983 
## Iteration 6 lambda =  0.1572825 
## Iteration 7 lambda =  0.1572394 
## Iteration 8 lambda =  0.1572307 
## Iteration 9 lambda =  0.157229 
## Iteration 10 lambda =  0.1572287 
## Iteration 11 lambda =  0.1572286 
## Iteration 1 lambda =  0.3523326 
## Iteration 2 lambda =  0.2227992 
## Iteration 3 lambda =  0.1968925 
## Iteration 4 lambda =  0.1917111 
## Iteration 5 lambda =  0.1906749 
## Iteration 6 lambda =  0.1904676 
## Iteration 7 lambda =  0.1904262 
## Iteration 8 lambda =  0.1904179 
## Iteration 9 lambda =  0.1904162 
## Iteration 10 lambda =  0.1904159 
## Iteration 11 lambda =  0.1904158 
## Iteration 1 lambda =  0.3845249 
## Iteration 2 lambda =  0.2614299 
## Iteration 3 lambda =  0.2368109 
## Iteration 4 lambda =  0.2318871 
## Iteration 5 lambda =  0.2309023 
## Iteration 6 lambda =  0.2307054 
## Iteration 7 lambda =  0.230666 
## Iteration 8 lambda =  0.2306581 
## Iteration 9 lambda =  0.2306565 
## Iteration 10 lambda =  0.2306562 
## Iteration 11 lambda =  0.2306562 
## Iteration 1 lambda =  0.3481407 
## Iteration 2 lambda =  0.2177688 
## Iteration 3 lambda =  0.1916945 
## Iteration 4 lambda =  0.1864796 
## Iteration 5 lambda =  0.1854366 
## Iteration 6 lambda =  0.185228 
## Iteration 7 lambda =  0.1851863 
## Iteration 8 lambda =  0.1851779 
## Iteration 9 lambda =  0.1851763 
## Iteration 10 lambda =  0.1851759 
## Iteration 11 lambda =  0.1851759 
## Iteration 1 lambda =  0.3733645 
## Iteration 2 lambda =  0.2480374 
## Iteration 3 lambda =  0.2229719 
## Iteration 4 lambda =  0.2179588 
## Iteration 5 lambda =  0.2169562 
## Iteration 6 lambda =  0.2167557 
## Iteration 7 lambda =  0.2167156 
## Iteration 8 lambda =  0.2167076 
## Iteration 9 lambda =  0.216706 
## Iteration 10 lambda =  0.2167057 
## Iteration 11 lambda =  0.2167056 
## Iteration 1 lambda =  0.3505665 
## Iteration 2 lambda =  0.2206798 
## Iteration 3 lambda =  0.1947024 
## Iteration 4 lambda =  0.1895069 
## Iteration 5 lambda =  0.1884679 
## Iteration 6 lambda =  0.18826 
## Iteration 7 lambda =  0.1882185 
## Iteration 8 lambda =  0.1882102 
## Iteration 9 lambda =  0.1882085 
## Iteration 10 lambda =  0.1882082 
## Iteration 11 lambda =  0.1882081 
## Iteration 1 lambda =  0.4006092 
## Iteration 2 lambda =  0.2807311 
## Iteration 3 lambda =  0.2567554 
## Iteration 4 lambda =  0.2519603 
## Iteration 5 lambda =  0.2510013 
## Iteration 6 lambda =  0.2508095 
## Iteration 7 lambda =  0.2507711 
## Iteration 8 lambda =  0.2507634 
## Iteration 9 lambda =  0.2507619 
## Iteration 10 lambda =  0.2507616 
## Iteration 11 lambda =  0.2507615 
## Iteration 1 lambda =  0.3318364 
## Iteration 2 lambda =  0.1982037 
## Iteration 3 lambda =  0.1714772 
## Iteration 4 lambda =  0.1661319 
## Iteration 5 lambda =  0.1650628 
## Iteration 6 lambda =  0.164849 
## Iteration 7 lambda =  0.1648062 
## Iteration 8 lambda =  0.1647977 
## Iteration 9 lambda =  0.164796 
## Iteration 10 lambda =  0.1647956 
## Iteration 11 lambda =  0.1647955 
## Iteration 1 lambda =  0.4345027 
## Iteration 2 lambda =  0.3214033 
## Iteration 3 lambda =  0.2987834 
## Iteration 4 lambda =  0.2942594 
## Iteration 5 lambda =  0.2933546 
## Iteration 6 lambda =  0.2931736 
## Iteration 7 lambda =  0.2931374 
## Iteration 8 lambda =  0.2931302 
## Iteration 9 lambda =  0.2931288 
## Iteration 10 lambda =  0.2931285 
## Iteration 11 lambda =  0.2931284 
## Iteration 1 lambda =  0.3740461 
## Iteration 2 lambda =  0.2488553 
## Iteration 3 lambda =  0.2238172 
## Iteration 4 lambda =  0.2188095 
## Iteration 5 lambda =  0.217808 
## Iteration 6 lambda =  0.2176077 
## Iteration 7 lambda =  0.2175676 
## Iteration 8 lambda =  0.2175596 
## Iteration 9 lambda =  0.217558 
## Iteration 10 lambda =  0.2175577 
## Iteration 11 lambda =  0.2175576 
## Iteration 1 lambda =  0.3562793 
## Iteration 2 lambda =  0.2275352 
## Iteration 3 lambda =  0.2017864 
## Iteration 4 lambda =  0.1966366 
## Iteration 5 lambda =  0.1956066 
## Iteration 6 lambda =  0.1954006 
## Iteration 7 lambda =  0.1953594 
## Iteration 8 lambda =  0.1953512 
## Iteration 9 lambda =  0.1953496 
## Iteration 10 lambda =  0.1953492 
## Iteration 11 lambda =  0.1953492 
## Iteration 1 lambda =  0.2891795 
## Iteration 2 lambda =  0.1470154 
## Iteration 3 lambda =  0.1185826 
## Iteration 4 lambda =  0.112896 
## Iteration 5 lambda =  0.1117587 
## Iteration 6 lambda =  0.1115313 
## Iteration 7 lambda =  0.1114858 
## Iteration 8 lambda =  0.1114767 
## Iteration 9 lambda =  0.1114749 
## Iteration 10 lambda =  0.1114745 
## Iteration 11 lambda =  0.1114744 
## Iteration 1 lambda =  0.3143669 
## Iteration 2 lambda =  0.1772403 
## Iteration 3 lambda =  0.149815 
## Iteration 4 lambda =  0.1443299 
## Iteration 5 lambda =  0.1432329 
## Iteration 6 lambda =  0.1430135 
## Iteration 7 lambda =  0.1429696 
## Iteration 8 lambda =  0.1429608 
## Iteration 9 lambda =  0.1429591 
## Iteration 10 lambda =  0.1429587 
## Iteration 11 lambda =  0.1429587 
## Iteration 1 lambda =  0.4177783 
## Iteration 2 lambda =  0.301334 
## Iteration 3 lambda =  0.2780452 
## Iteration 4 lambda =  0.2733874 
## Iteration 5 lambda =  0.2724558 
## Iteration 6 lambda =  0.2722695 
## Iteration 7 lambda =  0.2722323 
## Iteration 8 lambda =  0.2722248 
## Iteration 9 lambda =  0.2722233 
## Iteration 10 lambda =  0.272223 
## Iteration 11 lambda =  0.2722229 
## Iteration 1 lambda =  0.3619457 
## Iteration 2 lambda =  0.2343349 
## Iteration 3 lambda =  0.2088127 
## Iteration 4 lambda =  0.2037082 
## Iteration 5 lambda =  0.2026874 
## Iteration 6 lambda =  0.2024832 
## Iteration 7 lambda =  0.2024423 
## Iteration 8 lambda =  0.2024342 
## Iteration 9 lambda =  0.2024325 
## Iteration 10 lambda =  0.2024322 
## Iteration 11 lambda =  0.2024322 
## Iteration 1 lambda =  0.3577419 
## Iteration 2 lambda =  0.2292903 
## Iteration 3 lambda =  0.2036 
## Iteration 4 lambda =  0.1984619 
## Iteration 5 lambda =  0.1974343 
## Iteration 6 lambda =  0.1972288 
## Iteration 7 lambda =  0.1971877 
## Iteration 8 lambda =  0.1971794 
## Iteration 9 lambda =  0.1971778 
## Iteration 10 lambda =  0.1971775 
## Iteration 11 lambda =  0.1971774 
## Iteration 1 lambda =  0.3521125 
## Iteration 2 lambda =  0.222535 
## Iteration 3 lambda =  0.1966195 
## Iteration 4 lambda =  0.1914364 
## Iteration 5 lambda =  0.1903998 
## Iteration 6 lambda =  0.1901925 
## Iteration 7 lambda =  0.190151 
## Iteration 8 lambda =  0.1901427 
## Iteration 9 lambda =  0.1901411 
## Iteration 10 lambda =  0.1901407 
## Iteration 11 lambda =  0.1901407 
## Iteration 1 lambda =  0.3818635 
## Iteration 2 lambda =  0.2582362 
## Iteration 3 lambda =  0.2335108 
## Iteration 4 lambda =  0.2285657 
## Iteration 5 lambda =  0.2275766 
## Iteration 6 lambda =  0.2273788 
## Iteration 7 lambda =  0.2273393 
## Iteration 8 lambda =  0.2273314 
## Iteration 9 lambda =  0.2273298 
## Iteration 10 lambda =  0.2273295 
## Iteration 11 lambda =  0.2273294 
## Iteration 1 lambda =  0.3556717 
## Iteration 2 lambda =  0.226806 
## Iteration 3 lambda =  0.2010329 
## Iteration 4 lambda =  0.1958782 
## Iteration 5 lambda =  0.1948473 
## Iteration 6 lambda =  0.1946411 
## Iteration 7 lambda =  0.1945999 
## Iteration 8 lambda =  0.1945916 
## Iteration 9 lambda =  0.19459 
## Iteration 10 lambda =  0.1945897 
## Iteration 11 lambda =  0.1945896 
## Iteration 1 lambda =  0.3297198 
## Iteration 2 lambda =  0.1956638 
## Iteration 3 lambda =  0.1688526 
## Iteration 4 lambda =  0.1634903 
## Iteration 5 lambda =  0.1624179 
## Iteration 6 lambda =  0.1622034 
## Iteration 7 lambda =  0.1621605 
## Iteration 8 lambda =  0.1621519 
## Iteration 9 lambda =  0.1621502 
## Iteration 10 lambda =  0.1621499 
## Iteration 11 lambda =  0.1621498 
## Iteration 1 lambda =  0.2880301 
## Iteration 2 lambda =  0.1456361 
## Iteration 3 lambda =  0.1171573 
## Iteration 4 lambda =  0.1114616 
## Iteration 5 lambda =  0.1103224 
## Iteration 6 lambda =  0.1100946 
## Iteration 7 lambda =  0.110049 
## Iteration 8 lambda =  0.1100399 
## Iteration 9 lambda =  0.1100381 
## Iteration 10 lambda =  0.1100377 
## Iteration 11 lambda =  0.1100377 
## Iteration 1 lambda =  0.3828792 
## Iteration 2 lambda =  0.259455 
## Iteration 3 lambda =  0.2347702 
## Iteration 4 lambda =  0.2298332 
## Iteration 5 lambda =  0.2288458 
## Iteration 6 lambda =  0.2286484 
## Iteration 7 lambda =  0.2286089 
## Iteration 8 lambda =  0.228601 
## Iteration 9 lambda =  0.2285994 
## Iteration 10 lambda =  0.2285991 
## Iteration 11 lambda =  0.228599 
## Iteration 1 lambda =  0.4087144 
## Iteration 2 lambda =  0.2904573 
## Iteration 3 lambda =  0.2668059 
## Iteration 4 lambda =  0.2620756 
## Iteration 5 lambda =  0.2611296 
## Iteration 6 lambda =  0.2609403 
## Iteration 7 lambda =  0.2609025 
## Iteration 8 lambda =  0.2608949 
## Iteration 9 lambda =  0.2608934 
## Iteration 10 lambda =  0.2608931 
## Iteration 11 lambda =  0.2608931 
## Iteration 1 lambda =  0.3024161 
## Iteration 2 lambda =  0.1628994 
## Iteration 3 lambda =  0.134996 
## Iteration 4 lambda =  0.1294154 
## Iteration 5 lambda =  0.1282992 
## Iteration 6 lambda =  0.128076 
## Iteration 7 lambda =  0.1280313 
## Iteration 8 lambda =  0.1280224 
## Iteration 9 lambda =  0.1280206 
## Iteration 10 lambda =  0.1280203 
## Iteration 11 lambda =  0.1280202 
## Iteration 1 lambda =  0.3167881 
## Iteration 2 lambda =  0.1801458 
## Iteration 3 lambda =  0.1528173 
## Iteration 4 lambda =  0.1473516 
## Iteration 5 lambda =  0.1462585 
## Iteration 6 lambda =  0.1460398 
## Iteration 7 lambda =  0.1459961 
## Iteration 8 lambda =  0.1459874 
## Iteration 9 lambda =  0.1459856 
## Iteration 10 lambda =  0.1459853 
## Iteration 11 lambda =  0.1459852 
## Iteration 1 lambda =  0.3719333 
## Iteration 2 lambda =  0.2463199 
## Iteration 3 lambda =  0.2211972 
## Iteration 4 lambda =  0.2161727 
## Iteration 5 lambda =  0.2151678 
## Iteration 6 lambda =  0.2149668 
## Iteration 7 lambda =  0.2149266 
## Iteration 8 lambda =  0.2149186 
## Iteration 9 lambda =  0.214917 
## Iteration 10 lambda =  0.2149166 
## Iteration 11 lambda =  0.2149166 
## Iteration 1 lambda =  0.3918533 
## Iteration 2 lambda =  0.270224 
## Iteration 3 lambda =  0.2458981 
## Iteration 4 lambda =  0.2410329 
## Iteration 5 lambda =  0.2400599 
## Iteration 6 lambda =  0.2398653 
## Iteration 7 lambda =  0.2398263 
## Iteration 8 lambda =  0.2398186 
## Iteration 9 lambda =  0.239817 
## Iteration 10 lambda =  0.2398167 
## Iteration 11 lambda =  0.2398166 
## Iteration 1 lambda =  0.3532084 
## Iteration 2 lambda =  0.22385 
## Iteration 3 lambda =  0.1979784 
## Iteration 4 lambda =  0.192804 
## Iteration 5 lambda =  0.1917692 
## Iteration 6 lambda =  0.1915622 
## Iteration 7 lambda =  0.1915208 
## Iteration 8 lambda =  0.1915125 
## Iteration 9 lambda =  0.1915109 
## Iteration 10 lambda =  0.1915105 
## Iteration 11 lambda =  0.1915105 
## Iteration 1 lambda =  0.3515962 
## Iteration 2 lambda =  0.2219154 
## Iteration 3 lambda =  0.1959792 
## Iteration 4 lambda =  0.190792 
## Iteration 5 lambda =  0.1897546 
## Iteration 6 lambda =  0.1895471 
## Iteration 7 lambda =  0.1895056 
## Iteration 8 lambda =  0.1894973 
## Iteration 9 lambda =  0.1894956 
## Iteration 10 lambda =  0.1894953 
## Iteration 11 lambda =  0.1894952 
## Iteration 1 lambda =  0.3253245 
## Iteration 2 lambda =  0.1903894 
## Iteration 3 lambda =  0.1634023 
## Iteration 4 lambda =  0.1580049 
## Iteration 5 lambda =  0.1569254 
## Iteration 6 lambda =  0.1567096 
## Iteration 7 lambda =  0.1566664 
## Iteration 8 lambda =  0.1566577 
## Iteration 9 lambda =  0.156656 
## Iteration 10 lambda =  0.1566557 
## Iteration 11 lambda =  0.1566556 
## Iteration 1 lambda =  0.3440512 
## Iteration 2 lambda =  0.2128615 
## Iteration 3 lambda =  0.1866235 
## Iteration 4 lambda =  0.1813759 
## Iteration 5 lambda =  0.1803264 
## Iteration 6 lambda =  0.1801165 
## Iteration 7 lambda =  0.1800745 
## Iteration 8 lambda =  0.1800661 
## Iteration 9 lambda =  0.1800644 
## Iteration 10 lambda =  0.1800641 
## Iteration 11 lambda =  0.180064 
## Iteration 1 lambda =  0.3467542 
## Iteration 2 lambda =  0.216105 
## Iteration 3 lambda =  0.1899752 
## Iteration 4 lambda =  0.1847492 
## Iteration 5 lambda =  0.183704 
## Iteration 6 lambda =  0.183495 
## Iteration 7 lambda =  0.1834532 
## Iteration 8 lambda =  0.1834448 
## Iteration 9 lambda =  0.1834432 
## Iteration 10 lambda =  0.1834428 
## Iteration 11 lambda =  0.1834428 
## Iteration 1 lambda =  0.3928989 
## Iteration 2 lambda =  0.2714787 
## Iteration 3 lambda =  0.2471947 
## Iteration 4 lambda =  0.2423379 
## Iteration 5 lambda =  0.2413665 
## Iteration 6 lambda =  0.2411722 
## Iteration 7 lambda =  0.2411334 
## Iteration 8 lambda =  0.2411256 
## Iteration 9 lambda =  0.241124 
## Iteration 10 lambda =  0.2411237 
## Iteration 11 lambda =  0.2411237 
## Iteration 1 lambda =  0.267854 
## Iteration 2 lambda =  0.1214248 
## Iteration 3 lambda =  0.09213901 
## Iteration 4 lambda =  0.08628184 
## Iteration 5 lambda =  0.0851104 
## Iteration 6 lambda =  0.08487612 
## Iteration 7 lambda =  0.08482926 
## Iteration 8 lambda =  0.08481989 
## Iteration 9 lambda =  0.08481801 
## Iteration 10 lambda =  0.08481764 
## Iteration 11 lambda =  0.08481756 
## Iteration 1 lambda =  0.3423509 
## Iteration 2 lambda =  0.210821 
## Iteration 3 lambda =  0.1845151 
## Iteration 4 lambda =  0.1792539 
## Iteration 5 lambda =  0.1782016 
## Iteration 6 lambda =  0.1779912 
## Iteration 7 lambda =  0.1779491 
## Iteration 8 lambda =  0.1779407 
## Iteration 9 lambda =  0.177939 
## Iteration 10 lambda =  0.1779387 
## Iteration 11 lambda =  0.1779386 
## Iteration 1 lambda =  0.3265754 
## Iteration 2 lambda =  0.1918905 
## Iteration 3 lambda =  0.1649535 
## Iteration 4 lambda =  0.1595661 
## Iteration 5 lambda =  0.1584887 
## Iteration 6 lambda =  0.1582732 
## Iteration 7 lambda =  0.1582301 
## Iteration 8 lambda =  0.1582215 
## Iteration 9 lambda =  0.1582197 
## Iteration 10 lambda =  0.1582194 
## Iteration 11 lambda =  0.1582193 
## Iteration 1 lambda =  0.3233515 
## Iteration 2 lambda =  0.1880218 
## Iteration 3 lambda =  0.1609559 
## Iteration 4 lambda =  0.1555427 
## Iteration 5 lambda =  0.15446 
## Iteration 6 lambda =  0.1542435 
## Iteration 7 lambda =  0.1542002 
## Iteration 8 lambda =  0.1541915 
## Iteration 9 lambda =  0.1541898 
## Iteration 10 lambda =  0.1541895 
## Iteration 11 lambda =  0.1541894 
## Iteration 1 lambda =  0.4261539 
## Iteration 2 lambda =  0.3113846 
## Iteration 3 lambda =  0.2884308 
## Iteration 4 lambda =  0.28384 
## Iteration 5 lambda =  0.2829219 
## Iteration 6 lambda =  0.2827382 
## Iteration 7 lambda =  0.2827015 
## Iteration 8 lambda =  0.2826942 
## Iteration 9 lambda =  0.2826927 
## Iteration 10 lambda =  0.2826924 
## Iteration 11 lambda =  0.2826923 
## Iteration 1 lambda =  0.3509588 
## Iteration 2 lambda =  0.2211505 
## Iteration 3 lambda =  0.1951889 
## Iteration 4 lambda =  0.1899966 
## Iteration 5 lambda =  0.1889581 
## Iteration 6 lambda =  0.1887504 
## Iteration 7 lambda =  0.1887089 
## Iteration 8 lambda =  0.1887006 
## Iteration 9 lambda =  0.1886989 
## Iteration 10 lambda =  0.1886986 
## Iteration 11 lambda =  0.1886985 
## Iteration 1 lambda =  0.3645 
## Iteration 2 lambda =  0.2374 
## Iteration 3 lambda =  0.21198 
## Iteration 4 lambda =  0.206896 
## Iteration 5 lambda =  0.2058792 
## Iteration 6 lambda =  0.2056759 
## Iteration 7 lambda =  0.2056352 
## Iteration 8 lambda =  0.2056271 
## Iteration 9 lambda =  0.2056255 
## Iteration 10 lambda =  0.2056251 
## Iteration 11 lambda =  0.2056251 
## Iteration 1 lambda =  0.3300467 
## Iteration 2 lambda =  0.1960561 
## Iteration 3 lambda =  0.169258 
## Iteration 4 lambda =  0.1638983 
## Iteration 5 lambda =  0.1628264 
## Iteration 6 lambda =  0.162612 
## Iteration 7 lambda =  0.1625691 
## Iteration 8 lambda =  0.1625606 
## Iteration 9 lambda =  0.1625589 
## Iteration 10 lambda =  0.1625585 
## Iteration 11 lambda =  0.1625584 
## Iteration 1 lambda =  0.4082687 
## Iteration 2 lambda =  0.2899224 
## Iteration 3 lambda =  0.2662532 
## Iteration 4 lambda =  0.2615193 
## Iteration 5 lambda =  0.2605726 
## Iteration 6 lambda =  0.2603832 
## Iteration 7 lambda =  0.2603453 
## Iteration 8 lambda =  0.2603378 
## Iteration 9 lambda =  0.2603363 
## Iteration 10 lambda =  0.260336 
## Iteration 11 lambda =  0.2603359 
## Iteration 1 lambda =  0.3506608 
## Iteration 2 lambda =  0.2207929 
## Iteration 3 lambda =  0.1948194 
## Iteration 4 lambda =  0.1896247 
## Iteration 5 lambda =  0.1885857 
## Iteration 6 lambda =  0.1883779 
## Iteration 7 lambda =  0.1883364 
## Iteration 8 lambda =  0.1883281 
## Iteration 9 lambda =  0.1883264 
## Iteration 10 lambda =  0.1883261 
## Iteration 11 lambda =  0.188326 
## Iteration 1 lambda =  0.3367819 
## Iteration 2 lambda =  0.2041383 
## Iteration 3 lambda =  0.1776096 
## Iteration 4 lambda =  0.1723039 
## Iteration 5 lambda =  0.1712427 
## Iteration 6 lambda =  0.1710305 
## Iteration 7 lambda =  0.170988 
## Iteration 8 lambda =  0.1709796 
## Iteration 9 lambda =  0.1709779 
## Iteration 10 lambda =  0.1709775 
## Iteration 11 lambda =  0.1709774 
## Iteration 1 lambda =  0.4317747 
## Iteration 2 lambda =  0.3181297 
## Iteration 3 lambda =  0.2954007 
## Iteration 4 lambda =  0.2908549 
## Iteration 5 lambda =  0.2899457 
## Iteration 6 lambda =  0.2897639 
## Iteration 7 lambda =  0.2897275 
## Iteration 8 lambda =  0.2897202 
## Iteration 9 lambda =  0.2897188 
## Iteration 10 lambda =  0.2897185 
## Iteration 11 lambda =  0.2897184 
## Iteration 1 lambda =  0.3117294 
## Iteration 2 lambda =  0.1740753 
## Iteration 3 lambda =  0.1465445 
## Iteration 4 lambda =  0.1410383 
## Iteration 5 lambda =  0.1399371 
## Iteration 6 lambda =  0.1397168 
## Iteration 7 lambda =  0.1396728 
## Iteration 8 lambda =  0.139664 
## Iteration 9 lambda =  0.1396622 
## Iteration 10 lambda =  0.1396619 
## Iteration 11 lambda =  0.1396618 
## Iteration 1 lambda =  0.3955232 
## Iteration 2 lambda =  0.2746279 
## Iteration 3 lambda =  0.2504488 
## Iteration 4 lambda =  0.245613 
## Iteration 5 lambda =  0.2446458 
## Iteration 6 lambda =  0.2444524 
## Iteration 7 lambda =  0.2444137 
## Iteration 8 lambda =  0.244406 
## Iteration 9 lambda =  0.2444044 
## Iteration 10 lambda =  0.2444041 
## Iteration 11 lambda =  0.2444041 
## Iteration 1 lambda =  0.4096603 
## Iteration 2 lambda =  0.2915924 
## Iteration 3 lambda =  0.2679788 
## Iteration 4 lambda =  0.2632561 
## Iteration 5 lambda =  0.2623116 
## Iteration 6 lambda =  0.2621227 
## Iteration 7 lambda =  0.2620849 
## Iteration 8 lambda =  0.2620773 
## Iteration 9 lambda =  0.2620758 
## Iteration 10 lambda =  0.2620755 
## Iteration 11 lambda =  0.2620755 
## Iteration 1 lambda =  0.3960924 
## Iteration 2 lambda =  0.2753109 
## Iteration 3 lambda =  0.2511546 
## Iteration 4 lambda =  0.2463233 
## Iteration 5 lambda =  0.2453571 
## Iteration 6 lambda =  0.2451638 
## Iteration 7 lambda =  0.2451252 
## Iteration 8 lambda =  0.2451175 
## Iteration 9 lambda =  0.2451159 
## Iteration 10 lambda =  0.2451156 
## Iteration 11 lambda =  0.2451155 
## Iteration 1 lambda =  0.3871846 
## Iteration 2 lambda =  0.2646215 
## Iteration 3 lambda =  0.2401089 
## Iteration 4 lambda =  0.2352064 
## Iteration 5 lambda =  0.2342259 
## Iteration 6 lambda =  0.2340298 
## Iteration 7 lambda =  0.2339906 
## Iteration 8 lambda =  0.2339827 
## Iteration 9 lambda =  0.2339812 
## Iteration 10 lambda =  0.2339809 
## Iteration 11 lambda =  0.2339808 
## Iteration 1 lambda =  0.3052645 
## Iteration 2 lambda =  0.1663174 
## Iteration 3 lambda =  0.138528 
## Iteration 4 lambda =  0.1329701 
## Iteration 5 lambda =  0.1318585 
## Iteration 6 lambda =  0.1316362 
## Iteration 7 lambda =  0.1315918 
## Iteration 8 lambda =  0.1315829 
## Iteration 9 lambda =  0.1315811 
## Iteration 10 lambda =  0.1315807 
## Iteration 11 lambda =  0.1315807 
## Iteration 1 lambda =  0.2881059 
## Iteration 2 lambda =  0.1457271 
## Iteration 3 lambda =  0.1172513 
## Iteration 4 lambda =  0.1115561 
## Iteration 5 lambda =  0.1104171 
## Iteration 6 lambda =  0.1101893 
## Iteration 7 lambda =  0.1101437 
## Iteration 8 lambda =  0.1101346 
## Iteration 9 lambda =  0.1101328 
## Iteration 10 lambda =  0.1101324 
## Iteration 11 lambda =  0.1101324 
## Iteration 1 lambda =  0.3523373 
## Iteration 2 lambda =  0.2228047 
## Iteration 3 lambda =  0.1968982 
## Iteration 4 lambda =  0.1917169 
## Iteration 5 lambda =  0.1906807 
## Iteration 6 lambda =  0.1904734 
## Iteration 7 lambda =  0.190432 
## Iteration 8 lambda =  0.1904237 
## Iteration 9 lambda =  0.190422 
## Iteration 10 lambda =  0.1904217 
## Iteration 11 lambda =  0.1904216 
## Iteration 1 lambda =  0.4048725 
## Iteration 2 lambda =  0.285847 
## Iteration 3 lambda =  0.2620419 
## Iteration 4 lambda =  0.2572809 
## Iteration 5 lambda =  0.2563287 
## Iteration 6 lambda =  0.2561383 
## Iteration 7 lambda =  0.2561002 
## Iteration 8 lambda =  0.2560926 
## Iteration 9 lambda =  0.256091 
## Iteration 10 lambda =  0.2560907 
## Iteration 11 lambda =  0.2560907 
## Iteration 1 lambda =  0.4151078 
## Iteration 2 lambda =  0.2981293 
## Iteration 3 lambda =  0.2747336 
## Iteration 4 lambda =  0.2700545 
## Iteration 5 lambda =  0.2691187 
## Iteration 6 lambda =  0.2689315 
## Iteration 7 lambda =  0.2688941 
## Iteration 8 lambda =  0.2688866 
## Iteration 9 lambda =  0.2688851 
## Iteration 10 lambda =  0.2688848 
## Iteration 11 lambda =  0.2688847 
## Iteration 1 lambda =  0.4255763 
## Iteration 2 lambda =  0.3106915 
## Iteration 3 lambda =  0.2877146 
## Iteration 4 lambda =  0.2831192 
## Iteration 5 lambda =  0.2822001 
## Iteration 6 lambda =  0.2820163 
## Iteration 7 lambda =  0.2819795 
## Iteration 8 lambda =  0.2819722 
## Iteration 9 lambda =  0.2819707 
## Iteration 10 lambda =  0.2819704 
## Iteration 11 lambda =  0.2819704 
## Iteration 1 lambda =  0.3516007 
## Iteration 2 lambda =  0.2219209 
## Iteration 3 lambda =  0.1959849 
## Iteration 4 lambda =  0.1907977 
## Iteration 5 lambda =  0.1897603 
## Iteration 6 lambda =  0.1895528 
## Iteration 7 lambda =  0.1895113 
## Iteration 8 lambda =  0.189503 
## Iteration 9 lambda =  0.1895014 
## Iteration 10 lambda =  0.189501 
## Iteration 11 lambda =  0.189501 
## Iteration 1 lambda =  0.3294386 
## Iteration 2 lambda =  0.1953264 
## Iteration 3 lambda =  0.1685039 
## Iteration 4 lambda =  0.1631394 
## Iteration 5 lambda =  0.1620665 
## Iteration 6 lambda =  0.1618519 
## Iteration 7 lambda =  0.161809 
## Iteration 8 lambda =  0.1618004 
## Iteration 9 lambda =  0.1617987 
## Iteration 10 lambda =  0.1617984 
## Iteration 11 lambda =  0.1617983 
## Iteration 1 lambda =  0.2730244 
## Iteration 2 lambda =  0.1276293 
## Iteration 3 lambda =  0.09855025 
## Iteration 4 lambda =  0.09273444 
## Iteration 5 lambda =  0.09157128 
## Iteration 6 lambda =  0.09133865 
## Iteration 7 lambda =  0.09129212 
## Iteration 8 lambda =  0.09128282 
## Iteration 9 lambda =  0.09128096 
## Iteration 10 lambda =  0.09128059 
## Iteration 11 lambda =  0.09128051 
## Iteration 1 lambda =  0.457378 
## Iteration 2 lambda =  0.3488535 
## Iteration 3 lambda =  0.3271487 
## Iteration 4 lambda =  0.3228077 
## Iteration 5 lambda =  0.3219395 
## Iteration 6 lambda =  0.3217658 
## Iteration 7 lambda =  0.3217311 
## Iteration 8 lambda =  0.3217242 
## Iteration 9 lambda =  0.3217228 
## Iteration 10 lambda =  0.3217225 
## Iteration 11 lambda =  0.3217225 
## Iteration 1 lambda =  0.4126427 
## Iteration 2 lambda =  0.2951713 
## Iteration 3 lambda =  0.271677 
## Iteration 4 lambda =  0.2669781 
## Iteration 5 lambda =  0.2660383 
## Iteration 6 lambda =  0.2658504 
## Iteration 7 lambda =  0.2658128 
## Iteration 8 lambda =  0.2658053 
## Iteration 9 lambda =  0.2658038 
## Iteration 10 lambda =  0.2658035 
## Iteration 11 lambda =  0.2658034 
## Iteration 1 lambda =  0.3500942 
## Iteration 2 lambda =  0.220113 
## Iteration 3 lambda =  0.1941168 
## Iteration 4 lambda =  0.1889175 
## Iteration 5 lambda =  0.1878777 
## Iteration 6 lambda =  0.1876697 
## Iteration 7 lambda =  0.1876281 
## Iteration 8 lambda =  0.1876198 
## Iteration 9 lambda =  0.1876181 
## Iteration 10 lambda =  0.1876178 
## Iteration 11 lambda =  0.1876177 
## Iteration 1 lambda =  0.306479 
## Iteration 2 lambda =  0.1677748 
## Iteration 3 lambda =  0.1400339 
## Iteration 4 lambda =  0.1344858 
## Iteration 5 lambda =  0.1333761 
## Iteration 6 lambda =  0.1331542 
## Iteration 7 lambda =  0.1331098 
## Iteration 8 lambda =  0.1331009 
## Iteration 9 lambda =  0.1330992 
## Iteration 10 lambda =  0.1330988 
## Iteration 11 lambda =  0.1330987 
## Iteration 1 lambda =  0.3499271 
## Iteration 2 lambda =  0.2199126 
## Iteration 3 lambda =  0.1939096 
## Iteration 4 lambda =  0.1887091 
## Iteration 5 lambda =  0.1876689 
## Iteration 6 lambda =  0.1874609 
## Iteration 7 lambda =  0.1874193 
## Iteration 8 lambda =  0.187411 
## Iteration 9 lambda =  0.1874093 
## Iteration 10 lambda =  0.187409 
## Iteration 11 lambda =  0.1874089 
## Iteration 1 lambda =  0.3375002 
## Iteration 2 lambda =  0.2050002 
## Iteration 3 lambda =  0.1785002 
## Iteration 4 lambda =  0.1732002 
## Iteration 5 lambda =  0.1721402 
## Iteration 6 lambda =  0.1719282 
## Iteration 7 lambda =  0.1718858 
## Iteration 8 lambda =  0.1718773 
## Iteration 9 lambda =  0.1718756 
## Iteration 10 lambda =  0.1718753 
## Iteration 11 lambda =  0.1718752 
## Iteration 1 lambda =  0.423379 
## Iteration 2 lambda =  0.3080548 
## Iteration 3 lambda =  0.2849899 
## Iteration 4 lambda =  0.280377 
## Iteration 5 lambda =  0.2794544 
## Iteration 6 lambda =  0.2792699 
## Iteration 7 lambda =  0.279233 
## Iteration 8 lambda =  0.2792256 
## Iteration 9 lambda =  0.2792241 
## Iteration 10 lambda =  0.2792238 
## Iteration 11 lambda =  0.2792238 
## Iteration 1 lambda =  0.338194 
## Iteration 2 lambda =  0.2058328 
## Iteration 3 lambda =  0.1793605 
## Iteration 4 lambda =  0.1740661 
## Iteration 5 lambda =  0.1730072 
## Iteration 6 lambda =  0.1727954 
## Iteration 7 lambda =  0.172753 
## Iteration 8 lambda =  0.1727446 
## Iteration 9 lambda =  0.1727429 
## Iteration 10 lambda =  0.1727425 
## Iteration 11 lambda =  0.1727425 
## Iteration 1 lambda =  0.3753115 
## Iteration 2 lambda =  0.2503739 
## Iteration 3 lambda =  0.2253863 
## Iteration 4 lambda =  0.2203888 
## Iteration 5 lambda =  0.2193893 
## Iteration 6 lambda =  0.2191894 
## Iteration 7 lambda =  0.2191494 
## Iteration 8 lambda =  0.2191414 
## Iteration 9 lambda =  0.2191398 
## Iteration 10 lambda =  0.2191395 
## Iteration 11 lambda =  0.2191394 
## Iteration 1 lambda =  0.3610748 
## Iteration 2 lambda =  0.2332898 
## Iteration 3 lambda =  0.2077328 
## Iteration 4 lambda =  0.2026214 
## Iteration 5 lambda =  0.2015991 
## Iteration 6 lambda =  0.2013946 
## Iteration 7 lambda =  0.2013537 
## Iteration 8 lambda =  0.2013456 
## Iteration 9 lambda =  0.2013439 
## Iteration 10 lambda =  0.2013436 
## Iteration 11 lambda =  0.2013435 
## Iteration 1 lambda =  0.3605493 
## Iteration 2 lambda =  0.2326592 
## Iteration 3 lambda =  0.2070812 
## Iteration 4 lambda =  0.2019656 
## Iteration 5 lambda =  0.2009424 
## Iteration 6 lambda =  0.2007378 
## Iteration 7 lambda =  0.2006969 
## Iteration 8 lambda =  0.2006887 
## Iteration 9 lambda =  0.2006871 
## Iteration 10 lambda =  0.2006867 
## Iteration 11 lambda =  0.2006867 
## Iteration 1 lambda =  0.4271125 
## Iteration 2 lambda =  0.312535 
## Iteration 3 lambda =  0.2896195 
## Iteration 4 lambda =  0.2850364 
## Iteration 5 lambda =  0.2841198 
## Iteration 6 lambda =  0.2839365 
## Iteration 7 lambda =  0.2838998 
## Iteration 8 lambda =  0.2838925 
## Iteration 9 lambda =  0.283891 
## Iteration 10 lambda =  0.2838907 
## Iteration 11 lambda =  0.2838906 
## Iteration 1 lambda =  0.3395649 
## Iteration 2 lambda =  0.2074779 
## Iteration 3 lambda =  0.1810605 
## Iteration 4 lambda =  0.175777 
## Iteration 5 lambda =  0.1747203 
## Iteration 6 lambda =  0.1745089 
## Iteration 7 lambda =  0.1744667 
## Iteration 8 lambda =  0.1744582 
## Iteration 9 lambda =  0.1744565 
## Iteration 10 lambda =  0.1744562 
## Iteration 11 lambda =  0.1744561 
## Iteration 1 lambda =  0.3400024 
## Iteration 2 lambda =  0.2080029 
## Iteration 3 lambda =  0.181603 
## Iteration 4 lambda =  0.176323 
## Iteration 5 lambda =  0.175267 
## Iteration 6 lambda =  0.1750558 
## Iteration 7 lambda =  0.1750135 
## Iteration 8 lambda =  0.1750051 
## Iteration 9 lambda =  0.1750034 
## Iteration 10 lambda =  0.1750031 
## Iteration 11 lambda =  0.175003 
## Iteration 1 lambda =  0.3559486 
## Iteration 2 lambda =  0.2271383 
## Iteration 3 lambda =  0.2013763 
## Iteration 4 lambda =  0.1962239 
## Iteration 5 lambda =  0.1951934 
## Iteration 6 lambda =  0.1949873 
## Iteration 7 lambda =  0.1949461 
## Iteration 8 lambda =  0.1949378 
## Iteration 9 lambda =  0.1949362 
## Iteration 10 lambda =  0.1949359 
## Iteration 11 lambda =  0.1949358 
## Iteration 1 lambda =  0.3782039 
## Iteration 2 lambda =  0.2538446 
## Iteration 3 lambda =  0.2289728 
## Iteration 4 lambda =  0.2239984 
## Iteration 5 lambda =  0.2230035 
## Iteration 6 lambda =  0.2228046 
## Iteration 7 lambda =  0.2227648 
## Iteration 8 lambda =  0.2227568 
## Iteration 9 lambda =  0.2227552 
## Iteration 10 lambda =  0.2227549 
## Iteration 11 lambda =  0.2227548 
## Iteration 1 lambda =  0.3574094 
## Iteration 2 lambda =  0.2288912 
## Iteration 3 lambda =  0.2031876 
## Iteration 4 lambda =  0.1980469 
## Iteration 5 lambda =  0.1970187 
## Iteration 6 lambda =  0.1968131 
## Iteration 7 lambda =  0.196772 
## Iteration 8 lambda =  0.1967638 
## Iteration 9 lambda =  0.1967621 
## Iteration 10 lambda =  0.1967618 
## Iteration 11 lambda =  0.1967617 
## Iteration 1 lambda =  0.3372806 
## Iteration 2 lambda =  0.2047367 
## Iteration 3 lambda =  0.1782279 
## Iteration 4 lambda =  0.1729261 
## Iteration 5 lambda =  0.1718658 
## Iteration 6 lambda =  0.1716537 
## Iteration 7 lambda =  0.1716113 
## Iteration 8 lambda =  0.1716028 
## Iteration 9 lambda =  0.1716011 
## Iteration 10 lambda =  0.1716008 
## Iteration 11 lambda =  0.1716007 
## Iteration 1 lambda =  0.3805338 
## Iteration 2 lambda =  0.2566405 
## Iteration 3 lambda =  0.2318619 
## Iteration 4 lambda =  0.2269061 
## Iteration 5 lambda =  0.225915 
## Iteration 6 lambda =  0.2257168 
## Iteration 7 lambda =  0.2256771 
## Iteration 8 lambda =  0.2256692 
## Iteration 9 lambda =  0.2256676 
## Iteration 10 lambda =  0.2256673 
## Iteration 11 lambda =  0.2256672 
## Iteration 1 lambda =  0.3571407 
## Iteration 2 lambda =  0.2285689 
## Iteration 3 lambda =  0.2028545 
## Iteration 4 lambda =  0.1977116 
## Iteration 5 lambda =  0.1966831 
## Iteration 6 lambda =  0.1964773 
## Iteration 7 lambda =  0.1964362 
## Iteration 8 lambda =  0.196428 
## Iteration 9 lambda =  0.1964263 
## Iteration 10 lambda =  0.196426 
## Iteration 11 lambda =  0.1964259 
## Iteration 1 lambda =  0.3617943 
## Iteration 2 lambda =  0.2341531 
## Iteration 3 lambda =  0.2086249 
## Iteration 4 lambda =  0.2035192 
## Iteration 5 lambda =  0.2024981 
## Iteration 6 lambda =  0.2022939 
## Iteration 7 lambda =  0.202253 
## Iteration 8 lambda =  0.2022449 
## Iteration 9 lambda =  0.2022432 
## Iteration 10 lambda =  0.2022429 
## Iteration 11 lambda =  0.2022428 
## Iteration 1 lambda =  0.3729082 
## Iteration 2 lambda =  0.2474898 
## Iteration 3 lambda =  0.2224062 
## Iteration 4 lambda =  0.2173894 
## Iteration 5 lambda =  0.2163861 
## Iteration 6 lambda =  0.2161854 
## Iteration 7 lambda =  0.2161453 
## Iteration 8 lambda =  0.2161373 
## Iteration 9 lambda =  0.2161357 
## Iteration 10 lambda =  0.2161353 
## Iteration 11 lambda =  0.2161353 
## Iteration 1 lambda =  0.3535301 
## Iteration 2 lambda =  0.2242362 
## Iteration 3 lambda =  0.1983774 
## Iteration 4 lambda =  0.1932056 
## Iteration 5 lambda =  0.1921713 
## Iteration 6 lambda =  0.1919644 
## Iteration 7 lambda =  0.191923 
## Iteration 8 lambda =  0.1919148 
## Iteration 9 lambda =  0.1919131 
## Iteration 10 lambda =  0.1919128 
## Iteration 11 lambda =  0.1919127 
## Iteration 1 lambda =  0.3306953 
## Iteration 2 lambda =  0.1968344 
## Iteration 3 lambda =  0.1700622 
## Iteration 4 lambda =  0.1647078 
## Iteration 5 lambda =  0.1636369 
## Iteration 6 lambda =  0.1634227 
## Iteration 7 lambda =  0.1633799 
## Iteration 8 lambda =  0.1633713 
## Iteration 9 lambda =  0.1633696 
## Iteration 10 lambda =  0.1633693 
## Iteration 11 lambda =  0.1633692 
## Iteration 1 lambda =  0.3634486 
## Iteration 2 lambda =  0.2361383 
## Iteration 3 lambda =  0.2106763 
## Iteration 4 lambda =  0.2055839 
## Iteration 5 lambda =  0.2045654 
## Iteration 6 lambda =  0.2043617 
## Iteration 7 lambda =  0.2043209 
## Iteration 8 lambda =  0.2043128 
## Iteration 9 lambda =  0.2043112 
## Iteration 10 lambda =  0.2043108 
## Iteration 11 lambda =  0.2043108 
## Iteration 1 lambda =  0.3734176 
## Iteration 2 lambda =  0.2481011 
## Iteration 3 lambda =  0.2230378 
## Iteration 4 lambda =  0.2180251 
## Iteration 5 lambda =  0.2170226 
## Iteration 6 lambda =  0.2168221 
## Iteration 7 lambda =  0.216782 
## Iteration 8 lambda =  0.216774 
## Iteration 9 lambda =  0.2167724 
## Iteration 10 lambda =  0.216772 
## Iteration 11 lambda =  0.216772 
## Iteration 1 lambda =  0.3826182 
## Iteration 2 lambda =  0.2591418 
## Iteration 3 lambda =  0.2344465 
## Iteration 4 lambda =  0.2295075 
## Iteration 5 lambda =  0.2285197 
## Iteration 6 lambda =  0.2283221 
## Iteration 7 lambda =  0.2282826 
## Iteration 8 lambda =  0.2282747 
## Iteration 9 lambda =  0.2282731 
## Iteration 10 lambda =  0.2282728 
## Iteration 11 lambda =  0.2282727 
## Iteration 1 lambda =  0.3516779 
## Iteration 2 lambda =  0.2220135 
## Iteration 3 lambda =  0.1960806 
## Iteration 4 lambda =  0.190894 
## Iteration 5 lambda =  0.1898567 
## Iteration 6 lambda =  0.1896492 
## Iteration 7 lambda =  0.1896078 
## Iteration 8 lambda =  0.1895995 
## Iteration 9 lambda =  0.1895978 
## Iteration 10 lambda =  0.1895975 
## Iteration 11 lambda =  0.1895974 
## Iteration 1 lambda =  0.3368241 
## Iteration 2 lambda =  0.2041889 
## Iteration 3 lambda =  0.1776618 
## Iteration 4 lambda =  0.1723564 
## Iteration 5 lambda =  0.1712953 
## Iteration 6 lambda =  0.1710831 
## Iteration 7 lambda =  0.1710407 
## Iteration 8 lambda =  0.1710322 
## Iteration 9 lambda =  0.1710305 
## Iteration 10 lambda =  0.1710302 
## Iteration 11 lambda =  0.1710301 
## Iteration 1 lambda =  0.3489834 
## Iteration 2 lambda =  0.2187801 
## Iteration 3 lambda =  0.1927394 
## Iteration 4 lambda =  0.1875313 
## Iteration 5 lambda =  0.1864896 
## Iteration 6 lambda =  0.1862813 
## Iteration 7 lambda =  0.1862396 
## Iteration 8 lambda =  0.1862313 
## Iteration 9 lambda =  0.1862296 
## Iteration 10 lambda =  0.1862293 
## Iteration 11 lambda =  0.1862292 
## Iteration 1 lambda =  0.390219 
## Iteration 2 lambda =  0.2682628 
## Iteration 3 lambda =  0.2438716 
## Iteration 4 lambda =  0.2389933 
## Iteration 5 lambda =  0.2380177 
## Iteration 6 lambda =  0.2378225 
## Iteration 7 lambda =  0.2377835 
## Iteration 8 lambda =  0.2377757 
## Iteration 9 lambda =  0.2377741 
## Iteration 10 lambda =  0.2377738 
## Iteration 11 lambda =  0.2377738 
## Iteration 1 lambda =  0.3017712 
## Iteration 2 lambda =  0.1621254 
## Iteration 3 lambda =  0.1341963 
## Iteration 4 lambda =  0.1286104 
## Iteration 5 lambda =  0.1274933 
## Iteration 6 lambda =  0.1272699 
## Iteration 7 lambda =  0.1272252 
## Iteration 8 lambda =  0.1272162 
## Iteration 9 lambda =  0.1272144 
## Iteration 10 lambda =  0.1272141 
## Iteration 11 lambda =  0.127214 
## Iteration 1 lambda =  0.317446 
## Iteration 2 lambda =  0.1809351 
## Iteration 3 lambda =  0.153633 
## Iteration 4 lambda =  0.1481726 
## Iteration 5 lambda =  0.1470805 
## Iteration 6 lambda =  0.146862 
## Iteration 7 lambda =  0.1468184 
## Iteration 8 lambda =  0.1468096 
## Iteration 9 lambda =  0.1468079 
## Iteration 10 lambda =  0.1468075 
## Iteration 11 lambda =  0.1468075 
## Iteration 1 lambda =  0.3876257 
## Iteration 2 lambda =  0.2651508 
## Iteration 3 lambda =  0.2406558 
## Iteration 4 lambda =  0.2357568 
## Iteration 5 lambda =  0.234777 
## Iteration 6 lambda =  0.2345811 
## Iteration 7 lambda =  0.2345419 
## Iteration 8 lambda =  0.234534 
## Iteration 9 lambda =  0.2345325 
## Iteration 10 lambda =  0.2345322 
## Iteration 11 lambda =  0.2345321 
## Iteration 1 lambda =  0.3892275 
## Iteration 2 lambda =  0.2670729 
## Iteration 3 lambda =  0.242642 
## Iteration 4 lambda =  0.2377559 
## Iteration 5 lambda =  0.2367786 
## Iteration 6 lambda =  0.2365832 
## Iteration 7 lambda =  0.2365441 
## Iteration 8 lambda =  0.2365363 
## Iteration 9 lambda =  0.2365347 
## Iteration 10 lambda =  0.2365344 
## Iteration 11 lambda =  0.2365343 
## Iteration 1 lambda =  0.2918291 
## Iteration 2 lambda =  0.1501949 
## Iteration 3 lambda =  0.1218681 
## Iteration 4 lambda =  0.1162027 
## Iteration 5 lambda =  0.1150697 
## Iteration 6 lambda =  0.1148431 
## Iteration 7 lambda =  0.1147977 
## Iteration 8 lambda =  0.1147887 
## Iteration 9 lambda =  0.1147868 
## Iteration 10 lambda =  0.1147865 
## Iteration 11 lambda =  0.1147864 
## Iteration 1 lambda =  0.3143854 
## Iteration 2 lambda =  0.1772625 
## Iteration 3 lambda =  0.1498379 
## Iteration 4 lambda =  0.144353 
## Iteration 5 lambda =  0.143256 
## Iteration 6 lambda =  0.1430366 
## Iteration 7 lambda =  0.1429927 
## Iteration 8 lambda =  0.142984 
## Iteration 9 lambda =  0.1429822 
## Iteration 10 lambda =  0.1429818 
## Iteration 11 lambda =  0.1429818 
## Iteration 1 lambda =  0.4019307 
## Iteration 2 lambda =  0.2823169 
## Iteration 3 lambda =  0.2583941 
## Iteration 4 lambda =  0.2536096 
## Iteration 5 lambda =  0.2526527 
## Iteration 6 lambda =  0.2524613 
## Iteration 7 lambda =  0.252423 
## Iteration 8 lambda =  0.2524153 
## Iteration 9 lambda =  0.2524138 
## Iteration 10 lambda =  0.2524135 
## Iteration 11 lambda =  0.2524135 
## Iteration 1 lambda =  0.3838805 
## Iteration 2 lambda =  0.2606566 
## Iteration 3 lambda =  0.2360119 
## Iteration 4 lambda =  0.2310829 
## Iteration 5 lambda =  0.2300971 
## Iteration 6 lambda =  0.2298999 
## Iteration 7 lambda =  0.2298605 
## Iteration 8 lambda =  0.2298526 
## Iteration 9 lambda =  0.2298511 
## Iteration 10 lambda =  0.2298507 
## Iteration 11 lambda =  0.2298507 
## Iteration 1 lambda =  0.3068531 
## Iteration 2 lambda =  0.1682237 
## Iteration 3 lambda =  0.1404978 
## Iteration 4 lambda =  0.1349526 
## Iteration 5 lambda =  0.1338436 
## Iteration 6 lambda =  0.1336218 
## Iteration 7 lambda =  0.1335774 
## Iteration 8 lambda =  0.1335685 
## Iteration 9 lambda =  0.1335668 
## Iteration 10 lambda =  0.1335664 
## Iteration 11 lambda =  0.1335663 
## Iteration 1 lambda =  0.4014313 
## Iteration 2 lambda =  0.2817176 
## Iteration 3 lambda =  0.2577749 
## Iteration 4 lambda =  0.2529863 
## Iteration 5 lambda =  0.2520286 
## Iteration 6 lambda =  0.2518371 
## Iteration 7 lambda =  0.2517988 
## Iteration 8 lambda =  0.2517911 
## Iteration 9 lambda =  0.2517896 
## Iteration 10 lambda =  0.2517893 
## Iteration 11 lambda =  0.2517892 
## Iteration 1 lambda =  0.3890181 
## Iteration 2 lambda =  0.2668217 
## Iteration 3 lambda =  0.2423824 
## Iteration 4 lambda =  0.2374945 
## Iteration 5 lambda =  0.236517 
## Iteration 6 lambda =  0.2363214 
## Iteration 7 lambda =  0.2362823 
## Iteration 8 lambda =  0.2362745 
## Iteration 9 lambda =  0.236273 
## Iteration 10 lambda =  0.2362726 
## Iteration 11 lambda =  0.2362726 
## Iteration 1 lambda =  0.3596493 
## Iteration 2 lambda =  0.2315792 
## Iteration 3 lambda =  0.2059651 
## Iteration 4 lambda =  0.2008423 
## Iteration 5 lambda =  0.1998178 
## Iteration 6 lambda =  0.1996129 
## Iteration 7 lambda =  0.1995719 
## Iteration 8 lambda =  0.1995637 
## Iteration 9 lambda =  0.199562 
## Iteration 10 lambda =  0.1995617 
## Iteration 11 lambda =  0.1995617 
## Iteration 1 lambda =  0.407673 
## Iteration 2 lambda =  0.2892076 
## Iteration 3 lambda =  0.2655146 
## Iteration 4 lambda =  0.260776 
## Iteration 5 lambda =  0.2598282 
## Iteration 6 lambda =  0.2596387 
## Iteration 7 lambda =  0.2596008 
## Iteration 8 lambda =  0.2595932 
## Iteration 9 lambda =  0.2595917 
## Iteration 10 lambda =  0.2595914 
## Iteration 11 lambda =  0.2595913 
## Iteration 1 lambda =  0.2920581 
## Iteration 2 lambda =  0.1504697 
## Iteration 3 lambda =  0.122152 
## Iteration 4 lambda =  0.1164885 
## Iteration 5 lambda =  0.1153558 
## Iteration 6 lambda =  0.1151292 
## Iteration 7 lambda =  0.1150839 
## Iteration 8 lambda =  0.1150749 
## Iteration 9 lambda =  0.115073 
## Iteration 10 lambda =  0.1150727 
## Iteration 11 lambda =  0.1150726 
## Iteration 1 lambda =  0.3800332 
## Iteration 2 lambda =  0.2560399 
## Iteration 3 lambda =  0.2312412 
## Iteration 4 lambda =  0.2262815 
## Iteration 5 lambda =  0.2252895 
## Iteration 6 lambda =  0.2250912 
## Iteration 7 lambda =  0.2250515 
## Iteration 8 lambda =  0.2250435 
## Iteration 9 lambda =  0.225042 
## Iteration 10 lambda =  0.2250416 
## Iteration 11 lambda =  0.2250416 
## Iteration 1 lambda =  0.3720971 
## Iteration 2 lambda =  0.2465166 
## Iteration 3 lambda =  0.2214005 
## Iteration 4 lambda =  0.2163772 
## Iteration 5 lambda =  0.2153726 
## Iteration 6 lambda =  0.2151717 
## Iteration 7 lambda =  0.2151315 
## Iteration 8 lambda =  0.2151234 
## Iteration 9 lambda =  0.2151218 
## Iteration 10 lambda =  0.2151215 
## Iteration 11 lambda =  0.2151215 
## Iteration 1 lambda =  0.4059077 
## Iteration 2 lambda =  0.2870892 
## Iteration 3 lambda =  0.2633255 
## Iteration 4 lambda =  0.2585728 
## Iteration 5 lambda =  0.2576222 
## Iteration 6 lambda =  0.2574321 
## Iteration 7 lambda =  0.2573941 
## Iteration 8 lambda =  0.2573865 
## Iteration 9 lambda =  0.257385 
## Iteration 10 lambda =  0.2573847 
## Iteration 11 lambda =  0.2573846 
## Iteration 1 lambda =  0.3918801 
## Iteration 2 lambda =  0.2702561 
## Iteration 3 lambda =  0.2459313 
## Iteration 4 lambda =  0.2410663 
## Iteration 5 lambda =  0.2400933 
## Iteration 6 lambda =  0.2398987 
## Iteration 7 lambda =  0.2398598 
## Iteration 8 lambda =  0.239852 
## Iteration 9 lambda =  0.2398505 
## Iteration 10 lambda =  0.2398501 
## Iteration 11 lambda =  0.2398501 
## Iteration 1 lambda =  0.3952419 
## Iteration 2 lambda =  0.2742902 
## Iteration 3 lambda =  0.2500999 
## Iteration 4 lambda =  0.2452619 
## Iteration 5 lambda =  0.2442942 
## Iteration 6 lambda =  0.2441007 
## Iteration 7 lambda =  0.244062 
## Iteration 8 lambda =  0.2440543 
## Iteration 9 lambda =  0.2440527 
## Iteration 10 lambda =  0.2440524 
## Iteration 11 lambda =  0.2440524 
## Iteration 1 lambda =  0.3944664 
## Iteration 2 lambda =  0.2733597 
## Iteration 3 lambda =  0.2491384 
## Iteration 4 lambda =  0.2442941 
## Iteration 5 lambda =  0.2433252 
## Iteration 6 lambda =  0.2431315 
## Iteration 7 lambda =  0.2430927 
## Iteration 8 lambda =  0.243085 
## Iteration 9 lambda =  0.2430834 
## Iteration 10 lambda =  0.2430831 
## Iteration 11 lambda =  0.243083 
## Iteration 1 lambda =  0.3712127 
## Iteration 2 lambda =  0.2454552 
## Iteration 3 lambda =  0.2203037 
## Iteration 4 lambda =  0.2152734 
## Iteration 5 lambda =  0.2142673 
## Iteration 6 lambda =  0.2140661 
## Iteration 7 lambda =  0.2140259 
## Iteration 8 lambda =  0.2140178 
## Iteration 9 lambda =  0.2140162 
## Iteration 10 lambda =  0.2140159 
## Iteration 11 lambda =  0.2140158 
## Iteration 1 lambda =  0.3703081 
## Iteration 2 lambda =  0.2443698 
## Iteration 3 lambda =  0.2191821 
## Iteration 4 lambda =  0.2141446 
## Iteration 5 lambda =  0.213137 
## Iteration 6 lambda =  0.2129355 
## Iteration 7 lambda =  0.2128952 
## Iteration 8 lambda =  0.2128872 
## Iteration 9 lambda =  0.2128856 
## Iteration 10 lambda =  0.2128853 
## Iteration 11 lambda =  0.2128852 
## Iteration 1 lambda =  0.3261188 
## Iteration 2 lambda =  0.1913426 
## Iteration 3 lambda =  0.1643873 
## Iteration 4 lambda =  0.1589963 
## Iteration 5 lambda =  0.1579181 
## Iteration 6 lambda =  0.1577024 
## Iteration 7 lambda =  0.1576593 
## Iteration 8 lambda =  0.1576507 
## Iteration 9 lambda =  0.157649 
## Iteration 10 lambda =  0.1576486 
## Iteration 11 lambda =  0.1576485 
## Iteration 1 lambda =  0.3205591 
## Iteration 2 lambda =  0.1846709 
## Iteration 3 lambda =  0.1574933 
## Iteration 4 lambda =  0.1520577 
## Iteration 5 lambda =  0.1509706 
## Iteration 6 lambda =  0.1507532 
## Iteration 7 lambda =  0.1507097 
## Iteration 8 lambda =  0.150701 
## Iteration 9 lambda =  0.1506993 
## Iteration 10 lambda =  0.150699 
## Iteration 11 lambda =  0.1506989 
## Iteration 1 lambda =  0.3835739 
## Iteration 2 lambda =  0.2602887 
## Iteration 3 lambda =  0.2356316 
## Iteration 4 lambda =  0.2307002 
## Iteration 5 lambda =  0.2297139 
## Iteration 6 lambda =  0.2295167 
## Iteration 7 lambda =  0.2294772 
## Iteration 8 lambda =  0.2294693 
## Iteration 9 lambda =  0.2294678 
## Iteration 10 lambda =  0.2294674 
## Iteration 11 lambda =  0.2294674 
## Iteration 1 lambda =  0.350909 
## Iteration 2 lambda =  0.2210908 
## Iteration 3 lambda =  0.1951272 
## Iteration 4 lambda =  0.1899344 
## Iteration 5 lambda =  0.1888959 
## Iteration 6 lambda =  0.1886882 
## Iteration 7 lambda =  0.1886467 
## Iteration 8 lambda =  0.1886383 
## Iteration 9 lambda =  0.1886367 
## Iteration 10 lambda =  0.1886363 
## Iteration 11 lambda =  0.1886363 
## Iteration 1 lambda =  0.3606745 
## Iteration 2 lambda =  0.2328094 
## Iteration 3 lambda =  0.2072364 
## Iteration 4 lambda =  0.2021218 
## Iteration 5 lambda =  0.2010988 
## Iteration 6 lambda =  0.2008943 
## Iteration 7 lambda =  0.2008533 
## Iteration 8 lambda =  0.2008452 
## Iteration 9 lambda =  0.2008435 
## Iteration 10 lambda =  0.2008432 
## Iteration 11 lambda =  0.2008431 
## Iteration 1 lambda =  0.4043729 
## Iteration 2 lambda =  0.2852475 
## Iteration 3 lambda =  0.2614224 
## Iteration 4 lambda =  0.2566574 
## Iteration 5 lambda =  0.2557044 
## Iteration 6 lambda =  0.2555138 
## Iteration 7 lambda =  0.2554756 
## Iteration 8 lambda =  0.255468 
## Iteration 9 lambda =  0.2554665 
## Iteration 10 lambda =  0.2554662 
## Iteration 11 lambda =  0.2554661 
## Iteration 1 lambda =  0.3388342 
## Iteration 2 lambda =  0.2066011 
## Iteration 3 lambda =  0.1801544 
## Iteration 4 lambda =  0.1748651 
## Iteration 5 lambda =  0.1738072 
## Iteration 6 lambda =  0.1735957 
## Iteration 7 lambda =  0.1735534 
## Iteration 8 lambda =  0.1735449 
## Iteration 9 lambda =  0.1735432 
## Iteration 10 lambda =  0.1735429 
## Iteration 11 lambda =  0.1735428 
## Iteration 1 lambda =  0.3469799 
## Iteration 2 lambda =  0.2163758 
## Iteration 3 lambda =  0.190255 
## Iteration 4 lambda =  0.1850309 
## Iteration 5 lambda =  0.183986 
## Iteration 6 lambda =  0.1837771 
## Iteration 7 lambda =  0.1837353 
## Iteration 8 lambda =  0.1837269 
## Iteration 9 lambda =  0.1837253 
## Iteration 10 lambda =  0.1837249 
## Iteration 11 lambda =  0.1837249 
## Iteration 1 lambda =  0.4142972 
## Iteration 2 lambda =  0.2971566 
## Iteration 3 lambda =  0.2737285 
## Iteration 4 lambda =  0.2690429 
## Iteration 5 lambda =  0.2681058 
## Iteration 6 lambda =  0.2679184 
## Iteration 7 lambda =  0.2678809 
## Iteration 8 lambda =  0.2678734 
## Iteration 9 lambda =  0.2678719 
## Iteration 10 lambda =  0.2678716 
## Iteration 11 lambda =  0.2678715 
## Iteration 1 lambda =  0.299373 
## Iteration 2 lambda =  0.1592476 
## Iteration 3 lambda =  0.1312225 
## Iteration 4 lambda =  0.1256175 
## Iteration 5 lambda =  0.1244965 
## Iteration 6 lambda =  0.1242723 
## Iteration 7 lambda =  0.1242275 
## Iteration 8 lambda =  0.1242185 
## Iteration 9 lambda =  0.1242167 
## Iteration 10 lambda =  0.1242163 
## Iteration 11 lambda =  0.1242163 
## Iteration 1 lambda =  0.4027858 
## Iteration 2 lambda =  0.283343 
## Iteration 3 lambda =  0.2594544 
## Iteration 4 lambda =  0.2546767 
## Iteration 5 lambda =  0.2537212 
## Iteration 6 lambda =  0.2535301 
## Iteration 7 lambda =  0.2534919 
## Iteration 8 lambda =  0.2534842 
## Iteration 9 lambda =  0.2534827 
## Iteration 10 lambda =  0.2534824 
## Iteration 11 lambda =  0.2534823 
## Iteration 1 lambda =  0.3062168 
## Iteration 2 lambda =  0.1674602 
## Iteration 3 lambda =  0.1397089 
## Iteration 4 lambda =  0.1341586 
## Iteration 5 lambda =  0.1330486 
## Iteration 6 lambda =  0.1328266 
## Iteration 7 lambda =  0.1327822 
## Iteration 8 lambda =  0.1327733 
## Iteration 9 lambda =  0.1327715 
## Iteration 10 lambda =  0.1327711 
## Iteration 11 lambda =  0.1327711 
## Iteration 1 lambda =  0.4589383 
## Iteration 2 lambda =  0.3507259 
## Iteration 3 lambda =  0.3290834 
## Iteration 4 lambda =  0.3247549 
## Iteration 5 lambda =  0.3238892 
## Iteration 6 lambda =  0.3237161 
## Iteration 7 lambda =  0.3236815 
## Iteration 8 lambda =  0.3236746 
## Iteration 9 lambda =  0.3236732 
## Iteration 10 lambda =  0.3236729 
## Iteration 11 lambda =  0.3236728 
## Iteration 1 lambda =  0.4257965 
## Iteration 2 lambda =  0.3109559 
## Iteration 3 lambda =  0.2879877 
## Iteration 4 lambda =  0.2833941 
## Iteration 5 lambda =  0.2824754 
## Iteration 6 lambda =  0.2822916 
## Iteration 7 lambda =  0.2822549 
## Iteration 8 lambda =  0.2822475 
## Iteration 9 lambda =  0.282246 
## Iteration 10 lambda =  0.2822458 
## Iteration 11 lambda =  0.2822457 
## Iteration 1 lambda =  0.3386812 
## Iteration 2 lambda =  0.2064174 
## Iteration 3 lambda =  0.1799646 
## Iteration 4 lambda =  0.1746741 
## Iteration 5 lambda =  0.173616 
## Iteration 6 lambda =  0.1734043 
## Iteration 7 lambda =  0.173362 
## Iteration 8 lambda =  0.1733536 
## Iteration 9 lambda =  0.1733519 
## Iteration 10 lambda =  0.1733515 
## Iteration 11 lambda =  0.1733515 
## Iteration 1 lambda =  0.3369815 
## Iteration 2 lambda =  0.2043779 
## Iteration 3 lambda =  0.1778571 
## Iteration 4 lambda =  0.172553 
## Iteration 5 lambda =  0.1714921 
## Iteration 6 lambda =  0.17128 
## Iteration 7 lambda =  0.1712375 
## Iteration 8 lambda =  0.1712291 
## Iteration 9 lambda =  0.1712274 
## Iteration 10 lambda =  0.171227 
## Iteration 11 lambda =  0.1712269 
## Iteration 1 lambda =  0.4016165 
## Iteration 2 lambda =  0.2819398 
## Iteration 3 lambda =  0.2580045 
## Iteration 4 lambda =  0.2532174 
## Iteration 5 lambda =  0.25226 
## Iteration 6 lambda =  0.2520685 
## Iteration 7 lambda =  0.2520302 
## Iteration 8 lambda =  0.2520225 
## Iteration 9 lambda =  0.252021 
## Iteration 10 lambda =  0.2520207 
## Iteration 11 lambda =  0.2520206 
## Iteration 1 lambda =  0.3142706 
## Iteration 2 lambda =  0.1771247 
## Iteration 3 lambda =  0.1496955 
## Iteration 4 lambda =  0.1442097 
## Iteration 5 lambda =  0.1431125 
## Iteration 6 lambda =  0.1428931 
## Iteration 7 lambda =  0.1428492 
## Iteration 8 lambda =  0.1428404 
## Iteration 9 lambda =  0.1428387 
## Iteration 10 lambda =  0.1428383 
## Iteration 11 lambda =  0.1428383 
## Iteration 1 lambda =  0.3480488 
## Iteration 2 lambda =  0.2176585 
## Iteration 3 lambda =  0.1915805 
## Iteration 4 lambda =  0.1863649 
## Iteration 5 lambda =  0.1853217 
## Iteration 6 lambda =  0.1851131 
## Iteration 7 lambda =  0.1850714 
## Iteration 8 lambda =  0.185063 
## Iteration 9 lambda =  0.1850614 
## Iteration 10 lambda =  0.185061 
## Iteration 11 lambda =  0.185061 
## Iteration 1 lambda =  0.358027 
## Iteration 2 lambda =  0.2296324 
## Iteration 3 lambda =  0.2039535 
## Iteration 4 lambda =  0.1988177 
## Iteration 5 lambda =  0.1977905 
## Iteration 6 lambda =  0.1975851 
## Iteration 7 lambda =  0.197544 
## Iteration 8 lambda =  0.1975358 
## Iteration 9 lambda =  0.1975341 
## Iteration 10 lambda =  0.1975338 
## Iteration 11 lambda =  0.1975337 
## Iteration 1 lambda =  0.3690451 
## Iteration 2 lambda =  0.2428541 
## Iteration 3 lambda =  0.2176159 
## Iteration 4 lambda =  0.2125682 
## Iteration 5 lambda =  0.2115587 
## Iteration 6 lambda =  0.2113568 
## Iteration 7 lambda =  0.2113164 
## Iteration 8 lambda =  0.2113083 
## Iteration 9 lambda =  0.2113067 
## Iteration 10 lambda =  0.2113064 
## Iteration 11 lambda =  0.2113063 
## Iteration 1 lambda =  0.468817 
## Iteration 2 lambda =  0.3625804 
## Iteration 3 lambda =  0.341333 
## Iteration 4 lambda =  0.3370836 
## Iteration 5 lambda =  0.3362337 
## Iteration 6 lambda =  0.3360637 
## Iteration 7 lambda =  0.3360297 
## Iteration 8 lambda =  0.3360229 
## Iteration 9 lambda =  0.3360215 
## Iteration 10 lambda =  0.3360213 
## Iteration 11 lambda =  0.3360212 
## Iteration 1 lambda =  0.3613054 
## Iteration 2 lambda =  0.2335665 
## Iteration 3 lambda =  0.2080187 
## Iteration 4 lambda =  0.2029092 
## Iteration 5 lambda =  0.2018873 
## Iteration 6 lambda =  0.2016829 
## Iteration 7 lambda =  0.201642 
## Iteration 8 lambda =  0.2016338 
## Iteration 9 lambda =  0.2016322 
## Iteration 10 lambda =  0.2016319 
## Iteration 11 lambda =  0.2016318 
## Iteration 1 lambda =  0.3824317 
## Iteration 2 lambda =  0.2589181 
## Iteration 3 lambda =  0.2342153 
## Iteration 4 lambda =  0.2292748 
## Iteration 5 lambda =  0.2282867 
## Iteration 6 lambda =  0.2280891 
## Iteration 7 lambda =  0.2280495 
## Iteration 8 lambda =  0.2280416 
## Iteration 9 lambda =  0.2280401 
## Iteration 10 lambda =  0.2280397 
## Iteration 11 lambda =  0.2280397 
## Iteration 1 lambda =  0.3688712 
## Iteration 2 lambda =  0.2426455 
## Iteration 3 lambda =  0.2174003 
## Iteration 4 lambda =  0.2123513 
## Iteration 5 lambda =  0.2113415 
## Iteration 6 lambda =  0.2111395 
## Iteration 7 lambda =  0.2110991 
## Iteration 8 lambda =  0.2110911 
## Iteration 9 lambda =  0.2110894 
## Iteration 10 lambda =  0.2110891 
## Iteration 11 lambda =  0.211089 
## Iteration 1 lambda =  0.3829815 
## Iteration 2 lambda =  0.2595778 
## Iteration 3 lambda =  0.2348971 
## Iteration 4 lambda =  0.2299609 
## Iteration 5 lambda =  0.2289737 
## Iteration 6 lambda =  0.2287762 
## Iteration 7 lambda =  0.2287367 
## Iteration 8 lambda =  0.2287288 
## Iteration 9 lambda =  0.2287273 
## Iteration 10 lambda =  0.2287269 
## Iteration 11 lambda =  0.2287269 
## Iteration 1 lambda =  0.3504668 
## Iteration 2 lambda =  0.2205601 
## Iteration 3 lambda =  0.1945788 
## Iteration 4 lambda =  0.1893825 
## Iteration 5 lambda =  0.1883433 
## Iteration 6 lambda =  0.1881354 
## Iteration 7 lambda =  0.1880938 
## Iteration 8 lambda =  0.1880855 
## Iteration 9 lambda =  0.1880839 
## Iteration 10 lambda =  0.1880835 
## Iteration 11 lambda =  0.1880835 
## Iteration 1 lambda =  0.3339704 
## Iteration 2 lambda =  0.2007644 
## Iteration 3 lambda =  0.1741233 
## Iteration 4 lambda =  0.168795 
## Iteration 5 lambda =  0.1677294 
## Iteration 6 lambda =  0.1675162 
## Iteration 7 lambda =  0.1674736 
## Iteration 8 lambda =  0.1674651 
## Iteration 9 lambda =  0.1674634 
## Iteration 10 lambda =  0.1674631 
## Iteration 11 lambda =  0.167463 
## Iteration 1 lambda =  0.355275 
## Iteration 2 lambda =  0.22633 
## Iteration 3 lambda =  0.200541 
## Iteration 4 lambda =  0.1953832 
## Iteration 5 lambda =  0.1943516 
## Iteration 6 lambda =  0.1941453 
## Iteration 7 lambda =  0.194104 
## Iteration 8 lambda =  0.1940958 
## Iteration 9 lambda =  0.1940941 
## Iteration 10 lambda =  0.1940938 
## Iteration 11 lambda =  0.1940937 
## Iteration 1 lambda =  0.3799364 
## Iteration 2 lambda =  0.2559237 
## Iteration 3 lambda =  0.2311212 
## Iteration 4 lambda =  0.2261607 
## Iteration 5 lambda =  0.2251686 
## Iteration 6 lambda =  0.2249701 
## Iteration 7 lambda =  0.2249304 
## Iteration 8 lambda =  0.2249225 
## Iteration 9 lambda =  0.2249209 
## Iteration 10 lambda =  0.2249206 
## Iteration 11 lambda =  0.2249205 
## Iteration 1 lambda =  0.3847807 
## Iteration 2 lambda =  0.2617369 
## Iteration 3 lambda =  0.2371281 
## Iteration 4 lambda =  0.2322063 
## Iteration 5 lambda =  0.231222 
## Iteration 6 lambda =  0.2310251 
## Iteration 7 lambda =  0.2309857 
## Iteration 8 lambda =  0.2309779 
## Iteration 9 lambda =  0.2309763 
## Iteration 10 lambda =  0.230976 
## Iteration 11 lambda =  0.2309759 
## Iteration 1 lambda =  0.3456273 
## Iteration 2 lambda =  0.2147528 
## Iteration 3 lambda =  0.1885779 
## Iteration 4 lambda =  0.1833429 
## Iteration 5 lambda =  0.1822959 
## Iteration 6 lambda =  0.1820865 
## Iteration 7 lambda =  0.1820446 
## Iteration 8 lambda =  0.1820362 
## Iteration 9 lambda =  0.1820345 
## Iteration 10 lambda =  0.1820342 
## Iteration 11 lambda =  0.1820341 
## Iteration 1 lambda =  0.3728019 
## Iteration 2 lambda =  0.2473623 
## Iteration 3 lambda =  0.2222744 
## Iteration 4 lambda =  0.2172568 
## Iteration 5 lambda =  0.2162532 
## Iteration 6 lambda =  0.2160525 
## Iteration 7 lambda =  0.2160124 
## Iteration 8 lambda =  0.2160044 
## Iteration 9 lambda =  0.2160028 
## Iteration 10 lambda =  0.2160024 
## Iteration 11 lambda =  0.2160024 
## Iteration 1 lambda =  0.446667 
## Iteration 2 lambda =  0.3360004 
## Iteration 3 lambda =  0.3138671 
## Iteration 4 lambda =  0.3094404 
## Iteration 5 lambda =  0.3085551 
## Iteration 6 lambda =  0.308378 
## Iteration 7 lambda =  0.3083426 
## Iteration 8 lambda =  0.3083355 
## Iteration 9 lambda =  0.3083341 
## Iteration 10 lambda =  0.3083338 
## Iteration 11 lambda =  0.3083338 
## Iteration 1 lambda =  0.4095787 
## Iteration 2 lambda =  0.2914944 
## Iteration 3 lambda =  0.2678775 
## Iteration 4 lambda =  0.2631542 
## Iteration 5 lambda =  0.2622095 
## Iteration 6 lambda =  0.2620206 
## Iteration 7 lambda =  0.2619828 
## Iteration 8 lambda =  0.2619752 
## Iteration 9 lambda =  0.2619737 
## Iteration 10 lambda =  0.2619734 
## Iteration 11 lambda =  0.2619733 
## Iteration 1 lambda =  0.3271773 
## Iteration 2 lambda =  0.1926128 
## Iteration 3 lambda =  0.1656999 
## Iteration 4 lambda =  0.1603173 
## Iteration 5 lambda =  0.1592408 
## Iteration 6 lambda =  0.1590255 
## Iteration 7 lambda =  0.1589824 
## Iteration 8 lambda =  0.1589738 
## Iteration 9 lambda =  0.1589721 
## Iteration 10 lambda =  0.1589717 
## Iteration 11 lambda =  0.1589716 
## Iteration 1 lambda =  0.3230391 
## Iteration 2 lambda =  0.1876469 
## Iteration 3 lambda =  0.1605685 
## Iteration 4 lambda =  0.1551528 
## Iteration 5 lambda =  0.1540697 
## Iteration 6 lambda =  0.1538531 
## Iteration 7 lambda =  0.1538097 
## Iteration 8 lambda =  0.1538011 
## Iteration 9 lambda =  0.1537993 
## Iteration 10 lambda =  0.153799 
## Iteration 11 lambda =  0.1537989 
## Iteration 1 lambda =  0.3626462 
## Iteration 2 lambda =  0.2351755 
## Iteration 3 lambda =  0.2096813 
## Iteration 4 lambda =  0.2045825 
## Iteration 5 lambda =  0.2035627 
## Iteration 6 lambda =  0.2033588 
## Iteration 7 lambda =  0.203318 
## Iteration 8 lambda =  0.2033098 
## Iteration 9 lambda =  0.2033082 
## Iteration 10 lambda =  0.2033079 
## Iteration 11 lambda =  0.2033078 
## Iteration 1 lambda =  0.4062807 
## Iteration 2 lambda =  0.2875368 
## Iteration 3 lambda =  0.263788 
## Iteration 4 lambda =  0.2590383 
## Iteration 5 lambda =  0.2580883 
## Iteration 6 lambda =  0.2578983 
## Iteration 7 lambda =  0.2578603 
## Iteration 8 lambda =  0.2578527 
## Iteration 9 lambda =  0.2578512 
## Iteration 10 lambda =  0.2578509 
## Iteration 11 lambda =  0.2578508 
## Iteration 1 lambda =  0.2856629 
## Iteration 2 lambda =  0.1427955 
## Iteration 3 lambda =  0.114222 
## Iteration 4 lambda =  0.1085074 
## Iteration 5 lambda =  0.1073644 
## Iteration 6 lambda =  0.1071358 
## Iteration 7 lambda =  0.1070901 
## Iteration 8 lambda =  0.107081 
## Iteration 9 lambda =  0.1070791 
## Iteration 10 lambda =  0.1070788 
## Iteration 11 lambda =  0.1070787 
## Iteration 1 lambda =  0.3716794 
## Iteration 2 lambda =  0.2460152 
## Iteration 3 lambda =  0.2208824 
## Iteration 4 lambda =  0.2158558 
## Iteration 5 lambda =  0.2148505 
## Iteration 6 lambda =  0.2146495 
## Iteration 7 lambda =  0.2146092 
## Iteration 8 lambda =  0.2146012 
## Iteration 9 lambda =  0.2145996 
## Iteration 10 lambda =  0.2145993 
## Iteration 11 lambda =  0.2145992 
## Iteration 1 lambda =  0.3952843 
## Iteration 2 lambda =  0.2743411 
## Iteration 3 lambda =  0.2501525 
## Iteration 4 lambda =  0.2453148 
## Iteration 5 lambda =  0.2443472 
## Iteration 6 lambda =  0.2441537 
## Iteration 7 lambda =  0.244115 
## Iteration 8 lambda =  0.2441073 
## Iteration 9 lambda =  0.2441057 
## Iteration 10 lambda =  0.2441054 
## Iteration 11 lambda =  0.2441054 
## Iteration 1 lambda =  0.3156636 
## Iteration 2 lambda =  0.1787964 
## Iteration 3 lambda =  0.1514229 
## Iteration 4 lambda =  0.1459482 
## Iteration 5 lambda =  0.1448533 
## Iteration 6 lambda =  0.1446343 
## Iteration 7 lambda =  0.1445905 
## Iteration 8 lambda =  0.1445817 
## Iteration 9 lambda =  0.14458 
## Iteration 10 lambda =  0.1445796 
## Iteration 11 lambda =  0.1445796 
## Iteration 1 lambda =  0.349084 
## Iteration 2 lambda =  0.2189008 
## Iteration 3 lambda =  0.1928642 
## Iteration 4 lambda =  0.1876569 
## Iteration 5 lambda =  0.1866154 
## Iteration 6 lambda =  0.1864071 
## Iteration 7 lambda =  0.1863654 
## Iteration 8 lambda =  0.1863571 
## Iteration 9 lambda =  0.1863554 
## Iteration 10 lambda =  0.1863551 
## Iteration 11 lambda =  0.186355 
## Iteration 1 lambda =  0.3871734 
## Iteration 2 lambda =  0.2646081 
## Iteration 3 lambda =  0.240095 
## Iteration 4 lambda =  0.2351924 
## Iteration 5 lambda =  0.2342119 
## Iteration 6 lambda =  0.2340158 
## Iteration 7 lambda =  0.2339766 
## Iteration 8 lambda =  0.2339687 
## Iteration 9 lambda =  0.2339672 
## Iteration 10 lambda =  0.2339669 
## Iteration 11 lambda =  0.2339668 
## Iteration 1 lambda =  0.3768676 
## Iteration 2 lambda =  0.2522412 
## Iteration 3 lambda =  0.2273159 
## Iteration 4 lambda =  0.2223308 
## Iteration 5 lambda =  0.2213338 
## Iteration 6 lambda =  0.2211344 
## Iteration 7 lambda =  0.2210945 
## Iteration 8 lambda =  0.2210865 
## Iteration 9 lambda =  0.2210849 
## Iteration 10 lambda =  0.2210846 
## Iteration 11 lambda =  0.2210846 
## Iteration 1 lambda =  0.3763942 
## Iteration 2 lambda =  0.251673 
## Iteration 3 lambda =  0.2267288 
## Iteration 4 lambda =  0.2217399 
## Iteration 5 lambda =  0.2207422 
## Iteration 6 lambda =  0.2205426 
## Iteration 7 lambda =  0.2205027 
## Iteration 8 lambda =  0.2204947 
## Iteration 9 lambda =  0.2204931 
## Iteration 10 lambda =  0.2204928 
## Iteration 11 lambda =  0.2204928 
## Iteration 1 lambda =  0.3809899 
## Iteration 2 lambda =  0.2571879 
## Iteration 3 lambda =  0.2324275 
## Iteration 4 lambda =  0.2274754 
## Iteration 5 lambda =  0.226485 
## Iteration 6 lambda =  0.2262869 
## Iteration 7 lambda =  0.2262473 
## Iteration 8 lambda =  0.2262393 
## Iteration 9 lambda =  0.2262378 
## Iteration 10 lambda =  0.2262374 
## Iteration 11 lambda =  0.2262374 
## Iteration 1 lambda =  0.3710078 
## Iteration 2 lambda =  0.2452093 
## Iteration 3 lambda =  0.2200497 
## Iteration 4 lambda =  0.2150177 
## Iteration 5 lambda =  0.2140113 
## Iteration 6 lambda =  0.2138101 
## Iteration 7 lambda =  0.2137698 
## Iteration 8 lambda =  0.2137617 
## Iteration 9 lambda =  0.2137601 
## Iteration 10 lambda =  0.2137598 
## Iteration 11 lambda =  0.2137597 
## Iteration 1 lambda =  0.3434656 
## Iteration 2 lambda =  0.2121587 
## Iteration 3 lambda =  0.1858973 
## Iteration 4 lambda =  0.1806451 
## Iteration 5 lambda =  0.1795946 
## Iteration 6 lambda =  0.1793845 
## Iteration 7 lambda =  0.1793425 
## Iteration 8 lambda =  0.1793341 
## Iteration 9 lambda =  0.1793324 
## Iteration 10 lambda =  0.1793321 
## Iteration 11 lambda =  0.179332 
## Iteration 1 lambda =  0.3784604 
## Iteration 2 lambda =  0.2541525 
## Iteration 3 lambda =  0.2292909 
## Iteration 4 lambda =  0.2243186 
## Iteration 5 lambda =  0.2233241 
## Iteration 6 lambda =  0.2231252 
## Iteration 7 lambda =  0.2230854 
## Iteration 8 lambda =  0.2230775 
## Iteration 9 lambda =  0.2230759 
## Iteration 10 lambda =  0.2230756 
## Iteration 11 lambda =  0.2230755 
## Iteration 1 lambda =  0.332082 
## Iteration 2 lambda =  0.1984984 
## Iteration 3 lambda =  0.1717817 
## Iteration 4 lambda =  0.1664383 
## Iteration 5 lambda =  0.1653697 
## Iteration 6 lambda =  0.1651559 
## Iteration 7 lambda =  0.1651132 
## Iteration 8 lambda =  0.1651046 
## Iteration 9 lambda =  0.1651029 
## Iteration 10 lambda =  0.1651026 
## Iteration 11 lambda =  0.1651025 
## Iteration 1 lambda =  0.3590482 
## Iteration 2 lambda =  0.2308579 
## Iteration 3 lambda =  0.2052198 
## Iteration 4 lambda =  0.2000922 
## Iteration 5 lambda =  0.1990667 
## Iteration 6 lambda =  0.1988616 
## Iteration 7 lambda =  0.1988205 
## Iteration 8 lambda =  0.1988123 
## Iteration 9 lambda =  0.1988107 
## Iteration 10 lambda =  0.1988104 
## Iteration 11 lambda =  0.1988103 
## Iteration 1 lambda =  0.3836093 
## Iteration 2 lambda =  0.2603312 
## Iteration 3 lambda =  0.2356756 
## Iteration 4 lambda =  0.2307445 
## Iteration 5 lambda =  0.2297582 
## Iteration 6 lambda =  0.229561 
## Iteration 7 lambda =  0.2295215 
## Iteration 8 lambda =  0.2295137 
## Iteration 9 lambda =  0.2295121 
## Iteration 10 lambda =  0.2295118 
## Iteration 11 lambda =  0.2295117 
## Iteration 1 lambda =  0.3521368 
## Iteration 2 lambda =  0.2225642 
## Iteration 3 lambda =  0.1966497 
## Iteration 4 lambda =  0.1914668 
## Iteration 5 lambda =  0.1904302 
## Iteration 6 lambda =  0.1902229 
## Iteration 7 lambda =  0.1901814 
## Iteration 8 lambda =  0.1901731 
## Iteration 9 lambda =  0.1901715 
## Iteration 10 lambda =  0.1901711 
## Iteration 11 lambda =  0.1901711 
## Iteration 1 lambda =  0.3645349 
## Iteration 2 lambda =  0.2374419 
## Iteration 3 lambda =  0.2120233 
## Iteration 4 lambda =  0.2069396 
## Iteration 5 lambda =  0.2059229 
## Iteration 6 lambda =  0.2057195 
## Iteration 7 lambda =  0.2056789 
## Iteration 8 lambda =  0.2056707 
## Iteration 9 lambda =  0.2056691 
## Iteration 10 lambda =  0.2056688 
## Iteration 11 lambda =  0.2056687 
## Iteration 1 lambda =  0.4088289 
## Iteration 2 lambda =  0.2905946 
## Iteration 3 lambda =  0.2669478 
## Iteration 4 lambda =  0.2622184 
## Iteration 5 lambda =  0.2612725 
## Iteration 6 lambda =  0.2610834 
## Iteration 7 lambda =  0.2610455 
## Iteration 8 lambda =  0.261038 
## Iteration 9 lambda =  0.2610365 
## Iteration 10 lambda =  0.2610362 
## Iteration 11 lambda =  0.2610361 
## Iteration 1 lambda =  0.3747304 
## Iteration 2 lambda =  0.2496764 
## Iteration 3 lambda =  0.2246657 
## Iteration 4 lambda =  0.2196635 
## Iteration 5 lambda =  0.2186631 
## Iteration 6 lambda =  0.218463 
## Iteration 7 lambda =  0.218423 
## Iteration 8 lambda =  0.218415 
## Iteration 9 lambda =  0.2184134 
## Iteration 10 lambda =  0.218413 
## Iteration 11 lambda =  0.218413 
## Iteration 1 lambda =  0.3383181 
## Iteration 2 lambda =  0.2059818 
## Iteration 3 lambda =  0.1795145 
## Iteration 4 lambda =  0.174221 
## Iteration 5 lambda =  0.1731623 
## Iteration 6 lambda =  0.1729506 
## Iteration 7 lambda =  0.1729083 
## Iteration 8 lambda =  0.1728998 
## Iteration 9 lambda =  0.1728981 
## Iteration 10 lambda =  0.1728978 
## Iteration 11 lambda =  0.1728977 
## Iteration 1 lambda =  0.4308782 
## Iteration 2 lambda =  0.3170539 
## Iteration 3 lambda =  0.294289 
## Iteration 4 lambda =  0.2897361 
## Iteration 5 lambda =  0.2888255 
## Iteration 6 lambda =  0.2886433 
## Iteration 7 lambda =  0.2886069 
## Iteration 8 lambda =  0.2885996 
## Iteration 9 lambda =  0.2885982 
## Iteration 10 lambda =  0.2885979 
## Iteration 11 lambda =  0.2885978 
## Iteration 1 lambda =  0.4220007 
## Iteration 2 lambda =  0.3064008 
## Iteration 3 lambda =  0.2832808 
## Iteration 4 lambda =  0.2786568 
## Iteration 5 lambda =  0.277732 
## Iteration 6 lambda =  0.2775471 
## Iteration 7 lambda =  0.2775101 
## Iteration 8 lambda =  0.2775027 
## Iteration 9 lambda =  0.2775012 
## Iteration 10 lambda =  0.2775009 
## Iteration 11 lambda =  0.2775008 
## Iteration 1 lambda =  0.4552173 
## Iteration 2 lambda =  0.3462607 
## Iteration 3 lambda =  0.3244694 
## Iteration 4 lambda =  0.3201111 
## Iteration 5 lambda =  0.3192395 
## Iteration 6 lambda =  0.3190652 
## Iteration 7 lambda =  0.3190303 
## Iteration 8 lambda =  0.3190233 
## Iteration 9 lambda =  0.3190219 
## Iteration 10 lambda =  0.3190217 
## Iteration 11 lambda =  0.3190216 
## Iteration 1 lambda =  0.4471119 
## Iteration 2 lambda =  0.3365343 
## Iteration 3 lambda =  0.3144188 
## Iteration 4 lambda =  0.3099957 
## Iteration 5 lambda =  0.3091111 
## Iteration 6 lambda =  0.3089342 
## Iteration 7 lambda =  0.3088988 
## Iteration 8 lambda =  0.3088917 
## Iteration 9 lambda =  0.3088903 
## Iteration 10 lambda =  0.30889 
## Iteration 11 lambda =  0.30889 
## Iteration 1 lambda =  0.3869199 
## Iteration 2 lambda =  0.2643039 
## Iteration 3 lambda =  0.2397807 
## Iteration 4 lambda =  0.2348761 
## Iteration 5 lambda =  0.2338952 
## Iteration 6 lambda =  0.233699 
## Iteration 7 lambda =  0.2336597 
## Iteration 8 lambda =  0.2336519 
## Iteration 9 lambda =  0.2336503 
## Iteration 10 lambda =  0.23365 
## Iteration 11 lambda =  0.2336499 
## Iteration 1 lambda =  0.3786776 
## Iteration 2 lambda =  0.2544131 
## Iteration 3 lambda =  0.2295602 
## Iteration 4 lambda =  0.2245896 
## Iteration 5 lambda =  0.2235955 
## Iteration 6 lambda =  0.2233967 
## Iteration 7 lambda =  0.2233569 
## Iteration 8 lambda =  0.223349 
## Iteration 9 lambda =  0.2233474 
## Iteration 10 lambda =  0.2233471 
## Iteration 11 lambda =  0.223347 
## Iteration 1 lambda =  0.3163014 
## Iteration 2 lambda =  0.1795617 
## Iteration 3 lambda =  0.1522137 
## Iteration 4 lambda =  0.1467441 
## Iteration 5 lambda =  0.1456502 
## Iteration 6 lambda =  0.1454314 
## Iteration 7 lambda =  0.1453877 
## Iteration 8 lambda =  0.1453789 
## Iteration 9 lambda =  0.1453772 
## Iteration 10 lambda =  0.1453768 
## Iteration 11 lambda =  0.1453768 
## Iteration 1 lambda =  0.424121 
## Iteration 2 lambda =  0.3089452 
## Iteration 3 lambda =  0.2859101 
## Iteration 4 lambda =  0.2813031 
## Iteration 5 lambda =  0.2803816 
## Iteration 6 lambda =  0.2801974 
## Iteration 7 lambda =  0.2801605 
## Iteration 8 lambda =  0.2801531 
## Iteration 9 lambda =  0.2801517 
## Iteration 10 lambda =  0.2801514 
## Iteration 11 lambda =  0.2801513 
## Iteration 1 lambda =  0.4150184 
## Iteration 2 lambda =  0.2980221 
## Iteration 3 lambda =  0.2746228 
## Iteration 4 lambda =  0.269943 
## Iteration 5 lambda =  0.269007 
## Iteration 6 lambda =  0.2688198 
## Iteration 7 lambda =  0.2687824 
## Iteration 8 lambda =  0.2687749 
## Iteration 9 lambda =  0.2687734 
## Iteration 10 lambda =  0.2687731 
## Iteration 11 lambda =  0.268773 
## Iteration 1 lambda =  0.4823806 
## Iteration 2 lambda =  0.3788568 
## Iteration 3 lambda =  0.358152 
## Iteration 4 lambda =  0.354011 
## Iteration 5 lambda =  0.3531828 
## Iteration 6 lambda =  0.3530172 
## Iteration 7 lambda =  0.3529841 
## Iteration 8 lambda =  0.3529774 
## Iteration 9 lambda =  0.3529761 
## Iteration 10 lambda =  0.3529759 
## Iteration 11 lambda =  0.3529758 
## Iteration 1 lambda =  0.3354864 
## Iteration 2 lambda =  0.2025836 
## Iteration 3 lambda =  0.1760031 
## Iteration 4 lambda =  0.170687 
## Iteration 5 lambda =  0.1696238 
## Iteration 6 lambda =  0.1694111 
## Iteration 7 lambda =  0.1693686 
## Iteration 8 lambda =  0.1693601 
## Iteration 9 lambda =  0.1693584 
## Iteration 10 lambda =  0.169358 
## Iteration 11 lambda =  0.169358 
## Iteration 1 lambda =  0.3305848 
## Iteration 2 lambda =  0.1967017 
## Iteration 3 lambda =  0.1699251 
## Iteration 4 lambda =  0.1645698 
## Iteration 5 lambda =  0.1634987 
## Iteration 6 lambda =  0.1632845 
## Iteration 7 lambda =  0.1632417 
## Iteration 8 lambda =  0.1632331 
## Iteration 9 lambda =  0.1632314 
## Iteration 10 lambda =  0.163231 
## Iteration 11 lambda =  0.163231 
## Iteration 1 lambda =  0.3533392 
## Iteration 2 lambda =  0.224007 
## Iteration 3 lambda =  0.1981406 
## Iteration 4 lambda =  0.1929673 
## Iteration 5 lambda =  0.1919326 
## Iteration 6 lambda =  0.1917257 
## Iteration 7 lambda =  0.1916843 
## Iteration 8 lambda =  0.191676 
## Iteration 9 lambda =  0.1916744 
## Iteration 10 lambda =  0.1916741 
## Iteration 11 lambda =  0.191674 
## Iteration 1 lambda =  0.3682917 
## Iteration 2 lambda =  0.24195 
## Iteration 3 lambda =  0.2166817 
## Iteration 4 lambda =  0.211628 
## Iteration 5 lambda =  0.2106173 
## Iteration 6 lambda =  0.2104152 
## Iteration 7 lambda =  0.2103747 
## Iteration 8 lambda =  0.2103666 
## Iteration 9 lambda =  0.210365 
## Iteration 10 lambda =  0.2103647 
## Iteration 11 lambda =  0.2103646 
## Iteration 1 lambda =  0.3089544 
## Iteration 2 lambda =  0.1707452 
## Iteration 3 lambda =  0.1431034 
## Iteration 4 lambda =  0.137575 
## Iteration 5 lambda =  0.1364694 
## Iteration 6 lambda =  0.1362482 
## Iteration 7 lambda =  0.136204 
## Iteration 8 lambda =  0.1361952 
## Iteration 9 lambda =  0.1361934 
## Iteration 10 lambda =  0.136193 
## Iteration 11 lambda =  0.136193 
## Iteration 1 lambda =  0.4116678 
## Iteration 2 lambda =  0.2940013 
## Iteration 3 lambda =  0.270468 
## Iteration 4 lambda =  0.2657614 
## Iteration 5 lambda =  0.26482 
## Iteration 6 lambda =  0.2646318 
## Iteration 7 lambda =  0.2645941 
## Iteration 8 lambda =  0.2645866 
## Iteration 9 lambda =  0.2645851 
## Iteration 10 lambda =  0.2645848 
## Iteration 11 lambda =  0.2645847 
## Iteration 1 lambda =  0.3370383 
## Iteration 2 lambda =  0.204446 
## Iteration 3 lambda =  0.1779275 
## Iteration 4 lambda =  0.1726238 
## Iteration 5 lambda =  0.1715631 
## Iteration 6 lambda =  0.1713509 
## Iteration 7 lambda =  0.1713085 
## Iteration 8 lambda =  0.1713 
## Iteration 9 lambda =  0.1712983 
## Iteration 10 lambda =  0.171298 
## Iteration 11 lambda =  0.1712979 
## Iteration 1 lambda =  0.3566603 
## Iteration 2 lambda =  0.2279923 
## Iteration 3 lambda =  0.2022587 
## Iteration 4 lambda =  0.197112 
## Iteration 5 lambda =  0.1960827 
## Iteration 6 lambda =  0.1958768 
## Iteration 7 lambda =  0.1958356 
## Iteration 8 lambda =  0.1958274 
## Iteration 9 lambda =  0.1958257 
## Iteration 10 lambda =  0.1958254 
## Iteration 11 lambda =  0.1958253 
## Iteration 1 lambda =  0.4703669 
## Iteration 2 lambda =  0.3644403 
## Iteration 3 lambda =  0.343255 
## Iteration 4 lambda =  0.3390179 
## Iteration 5 lambda =  0.3381705 
## Iteration 6 lambda =  0.338001 
## Iteration 7 lambda =  0.3379671 
## Iteration 8 lambda =  0.3379604 
## Iteration 9 lambda =  0.337959 
## Iteration 10 lambda =  0.3379587 
## Iteration 11 lambda =  0.3379587 
## Iteration 1 lambda =  0.3481279 
## Iteration 2 lambda =  0.2177535 
## Iteration 3 lambda =  0.1916786 
## Iteration 4 lambda =  0.1864637 
## Iteration 5 lambda =  0.1854207 
## Iteration 6 lambda =  0.1852121 
## Iteration 7 lambda =  0.1851704 
## Iteration 8 lambda =  0.185162 
## Iteration 9 lambda =  0.1851603 
## Iteration 10 lambda =  0.18516 
## Iteration 11 lambda =  0.1851599 
## Iteration 1 lambda =  0.4158562 
## Iteration 2 lambda =  0.2990275 
## Iteration 3 lambda =  0.2756617 
## Iteration 4 lambda =  0.2709886 
## Iteration 5 lambda =  0.2700539 
## Iteration 6 lambda =  0.269867 
## Iteration 7 lambda =  0.2698296 
## Iteration 8 lambda =  0.2698222 
## Iteration 9 lambda =  0.2698207 
## Iteration 10 lambda =  0.2698204 
## Iteration 11 lambda =  0.2698203 
## Iteration 1 lambda =  0.4507959 
## Iteration 2 lambda =  0.340955 
## Iteration 3 lambda =  0.3189869 
## Iteration 4 lambda =  0.3145932 
## Iteration 5 lambda =  0.3137145 
## Iteration 6 lambda =  0.3135388 
## Iteration 7 lambda =  0.3135036 
## Iteration 8 lambda =  0.3134966 
## Iteration 9 lambda =  0.3134952 
## Iteration 10 lambda =  0.3134949 
## Iteration 11 lambda =  0.3134948 
## Iteration 1 lambda =  0.3510034 
## Iteration 2 lambda =  0.2212041 
## Iteration 3 lambda =  0.1952443 
## Iteration 4 lambda =  0.1900523 
## Iteration 5 lambda =  0.1890139 
## Iteration 6 lambda =  0.1888062 
## Iteration 7 lambda =  0.1887647 
## Iteration 8 lambda =  0.1887564 
## Iteration 9 lambda =  0.1887547 
## Iteration 10 lambda =  0.1887544 
## Iteration 11 lambda =  0.1887543 
## Iteration 1 lambda =  0.3539511 
## Iteration 2 lambda =  0.2247413 
## Iteration 3 lambda =  0.1988993 
## Iteration 4 lambda =  0.193731 
## Iteration 5 lambda =  0.1926973 
## Iteration 6 lambda =  0.1924905 
## Iteration 7 lambda =  0.1924492 
## Iteration 8 lambda =  0.1924409 
## Iteration 9 lambda =  0.1924393 
## Iteration 10 lambda =  0.1924389 
## Iteration 11 lambda =  0.1924389 
## Iteration 1 lambda =  0.3045361 
## Iteration 2 lambda =  0.1654433 
## Iteration 3 lambda =  0.1376248 
## Iteration 4 lambda =  0.1320611 
## Iteration 5 lambda =  0.1309483 
## Iteration 6 lambda =  0.1307258 
## Iteration 7 lambda =  0.1306813 
## Iteration 8 lambda =  0.1306724 
## Iteration 9 lambda =  0.1306706 
## Iteration 10 lambda =  0.1306702 
## Iteration 11 lambda =  0.1306702 
## Iteration 1 lambda =  0.3841267 
## Iteration 2 lambda =  0.2609521 
## Iteration 3 lambda =  0.2363171 
## Iteration 4 lambda =  0.2313901 
## Iteration 5 lambda =  0.2304047 
## Iteration 6 lambda =  0.2302077 
## Iteration 7 lambda =  0.2301683 
## Iteration 8 lambda =  0.2301604 
## Iteration 9 lambda =  0.2301588 
## Iteration 10 lambda =  0.2301585 
## Iteration 11 lambda =  0.2301584 
## Iteration 1 lambda =  0.4291546 
## Iteration 2 lambda =  0.3149855 
## Iteration 3 lambda =  0.2921517 
## Iteration 4 lambda =  0.2875849 
## Iteration 5 lambda =  0.2866716 
## Iteration 6 lambda =  0.2864889 
## Iteration 7 lambda =  0.2864524 
## Iteration 8 lambda =  0.2864451 
## Iteration 9 lambda =  0.2864436 
## Iteration 10 lambda =  0.2864433 
## Iteration 11 lambda =  0.2864433 
## Iteration 1 lambda =  0.3855868 
## Iteration 2 lambda =  0.2627041 
## Iteration 3 lambda =  0.2381276 
## Iteration 4 lambda =  0.2332123 
## Iteration 5 lambda =  0.2322292 
## Iteration 6 lambda =  0.2320326 
## Iteration 7 lambda =  0.2319933 
## Iteration 8 lambda =  0.2319854 
## Iteration 9 lambda =  0.2319838 
## Iteration 10 lambda =  0.2319835 
## Iteration 11 lambda =  0.2319835 
## Iteration 1 lambda =  0.3465057 
## Iteration 2 lambda =  0.2158068 
## Iteration 3 lambda =  0.189667 
## Iteration 4 lambda =  0.1844391 
## Iteration 5 lambda =  0.1833935 
## Iteration 6 lambda =  0.1831844 
## Iteration 7 lambda =  0.1831426 
## Iteration 8 lambda =  0.1831342 
## Iteration 9 lambda =  0.1831325 
## Iteration 10 lambda =  0.1831322 
## Iteration 11 lambda =  0.1831321 
## Iteration 1 lambda =  0.3613075 
## Iteration 2 lambda =  0.233569 
## Iteration 3 lambda =  0.2080213 
## Iteration 4 lambda =  0.2029118 
## Iteration 5 lambda =  0.2018898 
## Iteration 6 lambda =  0.2016855 
## Iteration 7 lambda =  0.2016446 
## Iteration 8 lambda =  0.2016364 
## Iteration 9 lambda =  0.2016348 
## Iteration 10 lambda =  0.2016345 
## Iteration 11 lambda =  0.2016344 
## Iteration 1 lambda =  0.3668005 
## Iteration 2 lambda =  0.2401606 
## Iteration 3 lambda =  0.2148326 
## Iteration 4 lambda =  0.209767 
## Iteration 5 lambda =  0.2087539 
## Iteration 6 lambda =  0.2085513 
## Iteration 7 lambda =  0.2085107 
## Iteration 8 lambda =  0.2085026 
## Iteration 9 lambda =  0.208501 
## Iteration 10 lambda =  0.2085007 
## Iteration 11 lambda =  0.2085006 
## Iteration 1 lambda =  0.405601 
## Iteration 2 lambda =  0.2867212 
## Iteration 3 lambda =  0.2629452 
## Iteration 4 lambda =  0.25819 
## Iteration 5 lambda =  0.257239 
## Iteration 6 lambda =  0.2570488 
## Iteration 7 lambda =  0.2570107 
## Iteration 8 lambda =  0.2570031 
## Iteration 9 lambda =  0.2570016 
## Iteration 10 lambda =  0.2570013 
## Iteration 11 lambda =  0.2570012 
## Iteration 1 lambda =  0.3492574 
## Iteration 2 lambda =  0.2191089 
## Iteration 3 lambda =  0.1930792 
## Iteration 4 lambda =  0.1878733 
## Iteration 5 lambda =  0.1868321 
## Iteration 6 lambda =  0.1866239 
## Iteration 7 lambda =  0.1865822 
## Iteration 8 lambda =  0.1865739 
## Iteration 9 lambda =  0.1865722 
## Iteration 10 lambda =  0.1865719 
## Iteration 11 lambda =  0.1865718 
## Iteration 1 lambda =  0.3694065 
## Iteration 2 lambda =  0.2432878 
## Iteration 3 lambda =  0.2180641 
## Iteration 4 lambda =  0.2130194 
## Iteration 5 lambda =  0.2120104 
## Iteration 6 lambda =  0.2118086 
## Iteration 7 lambda =  0.2117683 
## Iteration 8 lambda =  0.2117602 
## Iteration 9 lambda =  0.2117586 
## Iteration 10 lambda =  0.2117582 
## Iteration 11 lambda =  0.2117582 
## Iteration 1 lambda =  0.4235844 
## Iteration 2 lambda =  0.3083013 
## Iteration 3 lambda =  0.2852447 
## Iteration 4 lambda =  0.2806334 
## Iteration 5 lambda =  0.2797111 
## Iteration 6 lambda =  0.2795267 
## Iteration 7 lambda =  0.2794898 
## Iteration 8 lambda =  0.2794824 
## Iteration 9 lambda =  0.2794809 
## Iteration 10 lambda =  0.2794806 
## Iteration 11 lambda =  0.2794806 
## Iteration 1 lambda =  0.3380539 
## Iteration 2 lambda =  0.2056646 
## Iteration 3 lambda =  0.1791868 
## Iteration 4 lambda =  0.1738912 
## Iteration 5 lambda =  0.1728321 
## Iteration 6 lambda =  0.1726203 
## Iteration 7 lambda =  0.1725779 
## Iteration 8 lambda =  0.1725694 
## Iteration 9 lambda =  0.1725677 
## Iteration 10 lambda =  0.1725674 
## Iteration 11 lambda =  0.1725673 
## Iteration 1 lambda =  0.3284623 
## Iteration 2 lambda =  0.1941548 
## Iteration 3 lambda =  0.1672933 
## Iteration 4 lambda =  0.161921 
## Iteration 5 lambda =  0.1608465 
## Iteration 6 lambda =  0.1606316 
## Iteration 7 lambda =  0.1605886 
## Iteration 8 lambda =  0.16058 
## Iteration 9 lambda =  0.1605783 
## Iteration 10 lambda =  0.160578 
## Iteration 11 lambda =  0.1605779 
## Iteration 1 lambda =  0.356762 
## Iteration 2 lambda =  0.2281144 
## Iteration 3 lambda =  0.2023848 
## Iteration 4 lambda =  0.1972389 
## Iteration 5 lambda =  0.1962098 
## Iteration 6 lambda =  0.1960039 
## Iteration 7 lambda =  0.1959628 
## Iteration 8 lambda =  0.1959545 
## Iteration 9 lambda =  0.1959529 
## Iteration 10 lambda =  0.1959526 
## Iteration 11 lambda =  0.1959525 
## Iteration 1 lambda =  0.3598851 
## Iteration 2 lambda =  0.2318621 
## Iteration 3 lambda =  0.2062575 
## Iteration 4 lambda =  0.2011366 
## Iteration 5 lambda =  0.2001124 
## Iteration 6 lambda =  0.1999075 
## Iteration 7 lambda =  0.1998666 
## Iteration 8 lambda =  0.1998584 
## Iteration 9 lambda =  0.1998567 
## Iteration 10 lambda =  0.1998564 
## Iteration 11 lambda =  0.1998564 
## Iteration 1 lambda =  0.3808746 
## Iteration 2 lambda =  0.2570495 
## Iteration 3 lambda =  0.2322845 
## Iteration 4 lambda =  0.2273315 
## Iteration 5 lambda =  0.2263409 
## Iteration 6 lambda =  0.2261427 
## Iteration 7 lambda =  0.2261031 
## Iteration 8 lambda =  0.2260952 
## Iteration 9 lambda =  0.2260936 
## Iteration 10 lambda =  0.2260933 
## Iteration 11 lambda =  0.2260932 
## Iteration 1 lambda =  0.3091202 
## Iteration 2 lambda =  0.1709443 
## Iteration 3 lambda =  0.1433091 
## Iteration 4 lambda =  0.1377821 
## Iteration 5 lambda =  0.1366767 
## Iteration 6 lambda =  0.1364556 
## Iteration 7 lambda =  0.1364114 
## Iteration 8 lambda =  0.1364025 
## Iteration 9 lambda =  0.1364007 
## Iteration 10 lambda =  0.1364004 
## Iteration 11 lambda =  0.1364003 
## Iteration 1 lambda =  0.3748577 
## Iteration 2 lambda =  0.2498292 
## Iteration 3 lambda =  0.2248235 
## Iteration 4 lambda =  0.2198224 
## Iteration 5 lambda =  0.2188222 
## Iteration 6 lambda =  0.2186221 
## Iteration 7 lambda =  0.2185821 
## Iteration 8 lambda =  0.2185741 
## Iteration 9 lambda =  0.2185725 
## Iteration 10 lambda =  0.2185722 
## Iteration 11 lambda =  0.2185721 
## Iteration 1 lambda =  0.4263612 
## Iteration 2 lambda =  0.3116334 
## Iteration 3 lambda =  0.2886879 
## Iteration 4 lambda =  0.2840987 
## Iteration 5 lambda =  0.2831809 
## Iteration 6 lambda =  0.2829974 
## Iteration 7 lambda =  0.2829606 
## Iteration 8 lambda =  0.2829533 
## Iteration 9 lambda =  0.2829518 
## Iteration 10 lambda =  0.2829515 
## Iteration 11 lambda =  0.2829515 
## Iteration 1 lambda =  0.4154555 
## Iteration 2 lambda =  0.2985466 
## Iteration 3 lambda =  0.2751648 
## Iteration 4 lambda =  0.2704885 
## Iteration 5 lambda =  0.2695532 
## Iteration 6 lambda =  0.2693661 
## Iteration 7 lambda =  0.2693287 
## Iteration 8 lambda =  0.2693212 
## Iteration 9 lambda =  0.2693197 
## Iteration 10 lambda =  0.2693194 
## Iteration 11 lambda =  0.2693194 
## Iteration 1 lambda =  0.3059311 
## Iteration 2 lambda =  0.1671174 
## Iteration 3 lambda =  0.1393546 
## Iteration 4 lambda =  0.133802 
## Iteration 5 lambda =  0.1326915 
## Iteration 6 lambda =  0.1324694 
## Iteration 7 lambda =  0.132425 
## Iteration 8 lambda =  0.1324161 
## Iteration 9 lambda =  0.1324144 
## Iteration 10 lambda =  0.132414 
## Iteration 11 lambda =  0.1324139 
## Iteration 1 lambda =  0.3873145 
## Iteration 2 lambda =  0.2647774 
## Iteration 3 lambda =  0.24027 
## Iteration 4 lambda =  0.2353685 
## Iteration 5 lambda =  0.2343882 
## Iteration 6 lambda =  0.2341922 
## Iteration 7 lambda =  0.234153 
## Iteration 8 lambda =  0.2341451 
## Iteration 9 lambda =  0.2341435 
## Iteration 10 lambda =  0.2341432 
## Iteration 11 lambda =  0.2341432 
## Iteration 1 lambda =  0.4149844 
## Iteration 2 lambda =  0.2979813 
## Iteration 3 lambda =  0.2745807 
## Iteration 4 lambda =  0.2699005 
## Iteration 5 lambda =  0.2689645 
## Iteration 6 lambda =  0.2687773 
## Iteration 7 lambda =  0.2687399 
## Iteration 8 lambda =  0.2687324 
## Iteration 9 lambda =  0.2687309 
## Iteration 10 lambda =  0.2687306 
## Iteration 11 lambda =  0.2687305 
## Iteration 1 lambda =  0.3878645 
## Iteration 2 lambda =  0.2654374 
## Iteration 3 lambda =  0.240952 
## Iteration 4 lambda =  0.2360549 
## Iteration 5 lambda =  0.2350755 
## Iteration 6 lambda =  0.2348796 
## Iteration 7 lambda =  0.2348404 
## Iteration 8 lambda =  0.2348326 
## Iteration 9 lambda =  0.234831 
## Iteration 10 lambda =  0.2348307 
## Iteration 11 lambda =  0.2348306 
## Iteration 1 lambda =  0.381943 
## Iteration 2 lambda =  0.2583316 
## Iteration 3 lambda =  0.2336093 
## Iteration 4 lambda =  0.2286649 
## Iteration 5 lambda =  0.227676 
## Iteration 6 lambda =  0.2274782 
## Iteration 7 lambda =  0.2274387 
## Iteration 8 lambda =  0.2274307 
## Iteration 9 lambda =  0.2274292 
## Iteration 10 lambda =  0.2274288 
## Iteration 11 lambda =  0.2274288 
## Iteration 1 lambda =  0.3456812 
## Iteration 2 lambda =  0.2148174 
## Iteration 3 lambda =  0.1886447 
## Iteration 4 lambda =  0.1834101 
## Iteration 5 lambda =  0.1823632 
## Iteration 6 lambda =  0.1821538 
## Iteration 7 lambda =  0.182112 
## Iteration 8 lambda =  0.1821036 
## Iteration 9 lambda =  0.1821019 
## Iteration 10 lambda =  0.1821016 
## Iteration 11 lambda =  0.1821015 
## Iteration 1 lambda =  0.3774167 
## Iteration 2 lambda =  0.2529 
## Iteration 3 lambda =  0.2279967 
## Iteration 4 lambda =  0.223016 
## Iteration 5 lambda =  0.2220199 
## Iteration 6 lambda =  0.2218206 
## Iteration 7 lambda =  0.2217808 
## Iteration 8 lambda =  0.2217728 
## Iteration 9 lambda =  0.2217712 
## Iteration 10 lambda =  0.2217709 
## Iteration 11 lambda =  0.2217708 
## Iteration 1 lambda =  0.3754428 
## Iteration 2 lambda =  0.2505314 
## Iteration 3 lambda =  0.2255491 
## Iteration 4 lambda =  0.2205526 
## Iteration 5 lambda =  0.2195533 
## Iteration 6 lambda =  0.2193535 
## Iteration 7 lambda =  0.2193135 
## Iteration 8 lambda =  0.2193055 
## Iteration 9 lambda =  0.2193039 
## Iteration 10 lambda =  0.2193036 
## Iteration 11 lambda =  0.2193035 
## Iteration 1 lambda =  0.3576782 
## Iteration 2 lambda =  0.2292138 
## Iteration 3 lambda =  0.203521 
## Iteration 4 lambda =  0.1983824 
## Iteration 5 lambda =  0.1973547 
## Iteration 6 lambda =  0.1971491 
## Iteration 7 lambda =  0.197108 
## Iteration 8 lambda =  0.1970998 
## Iteration 9 lambda =  0.1970982 
## Iteration 10 lambda =  0.1970978 
## Iteration 11 lambda =  0.1970978 
## Iteration 1 lambda =  0.3431696 
## Iteration 2 lambda =  0.2118035 
## Iteration 3 lambda =  0.1855303 
## Iteration 4 lambda =  0.1802757 
## Iteration 5 lambda =  0.1792247 
## Iteration 6 lambda =  0.1790146 
## Iteration 7 lambda =  0.1789725 
## Iteration 8 lambda =  0.1789641 
## Iteration 9 lambda =  0.1789624 
## Iteration 10 lambda =  0.1789621 
## Iteration 11 lambda =  0.178962 
## Iteration 1 lambda =  0.32098 
## Iteration 2 lambda =  0.185176 
## Iteration 3 lambda =  0.1580152 
## Iteration 4 lambda =  0.1525831 
## Iteration 5 lambda =  0.1514966 
## Iteration 6 lambda =  0.1512794 
## Iteration 7 lambda =  0.1512359 
## Iteration 8 lambda =  0.1512272 
## Iteration 9 lambda =  0.1512255 
## Iteration 10 lambda =  0.1512251 
## Iteration 11 lambda =  0.1512251 
## Iteration 1 lambda =  0.3482964 
## Iteration 2 lambda =  0.2179556 
## Iteration 3 lambda =  0.1918875 
## Iteration 4 lambda =  0.1866738 
## Iteration 5 lambda =  0.1856311 
## Iteration 6 lambda =  0.1854226 
## Iteration 7 lambda =  0.1853809 
## Iteration 8 lambda =  0.1853725 
## Iteration 9 lambda =  0.1853709 
## Iteration 10 lambda =  0.1853705 
## Iteration 11 lambda =  0.1853705 
## Iteration 1 lambda =  0.3341676 
## Iteration 2 lambda =  0.2010011 
## Iteration 3 lambda =  0.1743678 
## Iteration 4 lambda =  0.1690411 
## Iteration 5 lambda =  0.1679758 
## Iteration 6 lambda =  0.1677627 
## Iteration 7 lambda =  0.1677201 
## Iteration 8 lambda =  0.1677116 
## Iteration 9 lambda =  0.1677099 
## Iteration 10 lambda =  0.1677095 
## Iteration 11 lambda =  0.1677095 
## Iteration 1 lambda =  0.3433119 
## Iteration 2 lambda =  0.2119743 
## Iteration 3 lambda =  0.1857068 
## Iteration 4 lambda =  0.1804532 
## Iteration 5 lambda =  0.1794025 
## Iteration 6 lambda =  0.1791924 
## Iteration 7 lambda =  0.1791504 
## Iteration 8 lambda =  0.179142 
## Iteration 9 lambda =  0.1791403 
## Iteration 10 lambda =  0.17914 
## Iteration 11 lambda =  0.1791399 
## Iteration 1 lambda =  0.3561603 
## Iteration 2 lambda =  0.2273924 
## Iteration 3 lambda =  0.2016388 
## Iteration 4 lambda =  0.1964881 
## Iteration 5 lambda =  0.1954579 
## Iteration 6 lambda =  0.1952519 
## Iteration 7 lambda =  0.1952107 
## Iteration 8 lambda =  0.1952025 
## Iteration 9 lambda =  0.1952008 
## Iteration 10 lambda =  0.1952005 
## Iteration 11 lambda =  0.1952004 
## Iteration 1 lambda =  0.3661817 
## Iteration 2 lambda =  0.239418 
## Iteration 3 lambda =  0.2140653 
## Iteration 4 lambda =  0.2089947 
## Iteration 5 lambda =  0.2079806 
## Iteration 6 lambda =  0.2077778 
## Iteration 7 lambda =  0.2077372 
## Iteration 8 lambda =  0.2077291 
## Iteration 9 lambda =  0.2077275 
## Iteration 10 lambda =  0.2077272 
## Iteration 11 lambda =  0.2077271 
## Iteration 1 lambda =  0.3458347 
## Iteration 2 lambda =  0.2150016 
## Iteration 3 lambda =  0.188835 
## Iteration 4 lambda =  0.1836016 
## Iteration 5 lambda =  0.182555 
## Iteration 6 lambda =  0.1823456 
## Iteration 7 lambda =  0.1823038 
## Iteration 8 lambda =  0.1822954 
## Iteration 9 lambda =  0.1822937 
## Iteration 10 lambda =  0.1822934 
## Iteration 11 lambda =  0.1822933 
## Iteration 1 lambda =  0.3652362 
## Iteration 2 lambda =  0.2382835 
## Iteration 3 lambda =  0.2128929 
## Iteration 4 lambda =  0.2078148 
## Iteration 5 lambda =  0.2067992 
## Iteration 6 lambda =  0.206596 
## Iteration 7 lambda =  0.2065554 
## Iteration 8 lambda =  0.2065473 
## Iteration 9 lambda =  0.2065457 
## Iteration 10 lambda =  0.2065453 
## Iteration 11 lambda =  0.2065453 
## Iteration 1 lambda =  0.4177631 
## Iteration 2 lambda =  0.3013157 
## Iteration 3 lambda =  0.2780262 
## Iteration 4 lambda =  0.2733683 
## Iteration 5 lambda =  0.2724367 
## Iteration 6 lambda =  0.2722504 
## Iteration 7 lambda =  0.2722132 
## Iteration 8 lambda =  0.2722057 
## Iteration 9 lambda =  0.2722042 
## Iteration 10 lambda =  0.2722039 
## Iteration 11 lambda =  0.2722039 
## Iteration 1 lambda =  0.3087823 
## Iteration 2 lambda =  0.1705388 
## Iteration 3 lambda =  0.1428901 
## Iteration 4 lambda =  0.1373603 
## Iteration 5 lambda =  0.1362544 
## Iteration 6 lambda =  0.1360332 
## Iteration 7 lambda =  0.135989 
## Iteration 8 lambda =  0.1359801 
## Iteration 9 lambda =  0.1359783 
## Iteration 10 lambda =  0.135978 
## Iteration 11 lambda =  0.1359779 
## Iteration 1 lambda =  0.3672935 
## Iteration 2 lambda =  0.2407522 
## Iteration 3 lambda =  0.215444 
## Iteration 4 lambda =  0.2103823 
## Iteration 5 lambda =  0.20937 
## Iteration 6 lambda =  0.2091675 
## Iteration 7 lambda =  0.209127 
## Iteration 8 lambda =  0.2091189 
## Iteration 9 lambda =  0.2091173 
## Iteration 10 lambda =  0.209117 
## Iteration 11 lambda =  0.2091169 
## Iteration 1 lambda =  0.334084 
## Iteration 2 lambda =  0.2009008 
## Iteration 3 lambda =  0.1742642 
## Iteration 4 lambda =  0.1689369 
## Iteration 5 lambda =  0.1678714 
## Iteration 6 lambda =  0.1676583 
## Iteration 7 lambda =  0.1676157 
## Iteration 8 lambda =  0.1676072 
## Iteration 9 lambda =  0.1676055 
## Iteration 10 lambda =  0.1676051 
## Iteration 11 lambda =  0.167605 
## Iteration 1 lambda =  0.4003113 
## Iteration 2 lambda =  0.2803736 
## Iteration 3 lambda =  0.256386 
## Iteration 4 lambda =  0.2515885 
## Iteration 5 lambda =  0.250629 
## Iteration 6 lambda =  0.2504371 
## Iteration 7 lambda =  0.2503988 
## Iteration 8 lambda =  0.2503911 
## Iteration 9 lambda =  0.2503895 
## Iteration 10 lambda =  0.2503892 
## Iteration 11 lambda =  0.2503892 
## Iteration 1 lambda =  0.3914099 
## Iteration 2 lambda =  0.2696919 
## Iteration 3 lambda =  0.2453483 
## Iteration 4 lambda =  0.2404796 
## Iteration 5 lambda =  0.2395059 
## Iteration 6 lambda =  0.2393111 
## Iteration 7 lambda =  0.2392722 
## Iteration 8 lambda =  0.2392644 
## Iteration 9 lambda =  0.2392628 
## Iteration 10 lambda =  0.2392625 
## Iteration 11 lambda =  0.2392624 
## Iteration 1 lambda =  0.3150927 
## Iteration 2 lambda =  0.1781113 
## Iteration 3 lambda =  0.150715 
## Iteration 4 lambda =  0.1452357 
## Iteration 5 lambda =  0.1441399 
## Iteration 6 lambda =  0.1439207 
## Iteration 7 lambda =  0.1438769 
## Iteration 8 lambda =  0.1438681 
## Iteration 9 lambda =  0.1438664 
## Iteration 10 lambda =  0.143866 
## Iteration 11 lambda =  0.1438659 
## Iteration 1 lambda =  0.3563859 
## Iteration 2 lambda =  0.227663 
## Iteration 3 lambda =  0.2019185 
## Iteration 4 lambda =  0.1967696 
## Iteration 5 lambda =  0.1957398 
## Iteration 6 lambda =  0.1955338 
## Iteration 7 lambda =  0.1954926 
## Iteration 8 lambda =  0.1954844 
## Iteration 9 lambda =  0.1954828 
## Iteration 10 lambda =  0.1954824 
## Iteration 11 lambda =  0.1954824 
## Iteration 1 lambda =  0.3860455 
## Iteration 2 lambda =  0.2632546 
## Iteration 3 lambda =  0.2386964 
## Iteration 4 lambda =  0.2337847 
## Iteration 5 lambda =  0.2328024 
## Iteration 6 lambda =  0.232606 
## Iteration 7 lambda =  0.2325667 
## Iteration 8 lambda =  0.2325588 
## Iteration 9 lambda =  0.2325572 
## Iteration 10 lambda =  0.2325569 
## Iteration 11 lambda =  0.2325569 
## Iteration 1 lambda =  0.4379455 
## Iteration 2 lambda =  0.3255346 
## Iteration 3 lambda =  0.3030525 
## Iteration 4 lambda =  0.298556 
## Iteration 5 lambda =  0.2976567 
## Iteration 6 lambda =  0.2974769 
## Iteration 7 lambda =  0.2974409 
## Iteration 8 lambda =  0.2974337 
## Iteration 9 lambda =  0.2974323 
## Iteration 10 lambda =  0.297432 
## Iteration 11 lambda =  0.2974319 
## Iteration 1 lambda =  0.324146 
## Iteration 2 lambda =  0.1889752 
## Iteration 3 lambda =  0.1619411 
## Iteration 4 lambda =  0.1565342 
## Iteration 5 lambda =  0.1554529 
## Iteration 6 lambda =  0.1552366 
## Iteration 7 lambda =  0.1551934 
## Iteration 8 lambda =  0.1551847 
## Iteration 9 lambda =  0.155183 
## Iteration 10 lambda =  0.1551826 
## Iteration 11 lambda =  0.1551826 
## Iteration 1 lambda =  0.4233806 
## Iteration 2 lambda =  0.3080567 
## Iteration 3 lambda =  0.2849919 
## Iteration 4 lambda =  0.2803789 
## Iteration 5 lambda =  0.2794564 
## Iteration 6 lambda =  0.2792718 
## Iteration 7 lambda =  0.2792349 
## Iteration 8 lambda =  0.2792276 
## Iteration 9 lambda =  0.2792261 
## Iteration 10 lambda =  0.2792258 
## Iteration 11 lambda =  0.2792257 
## Iteration 1 lambda =  0.3256058 
## Iteration 2 lambda =  0.1907269 
## Iteration 3 lambda =  0.1637511 
## Iteration 4 lambda =  0.158356 
## Iteration 5 lambda =  0.157277 
## Iteration 6 lambda =  0.1570612 
## Iteration 7 lambda =  0.157018 
## Iteration 8 lambda =  0.1570094 
## Iteration 9 lambda =  0.1570076 
## Iteration 10 lambda =  0.1570073 
## Iteration 11 lambda =  0.1570072 
## Iteration 1 lambda =  0.4046816 
## Iteration 2 lambda =  0.2856179 
## Iteration 3 lambda =  0.2618052 
## Iteration 4 lambda =  0.2570426 
## Iteration 5 lambda =  0.2560901 
## Iteration 6 lambda =  0.2558996 
## Iteration 7 lambda =  0.2558615 
## Iteration 8 lambda =  0.2558539 
## Iteration 9 lambda =  0.2558523 
## Iteration 10 lambda =  0.255852 
## Iteration 11 lambda =  0.255852 
## Iteration 1 lambda =  0.3675649 
## Iteration 2 lambda =  0.2410778 
## Iteration 3 lambda =  0.2157804 
## Iteration 4 lambda =  0.210721 
## Iteration 5 lambda =  0.2097091 
## Iteration 6 lambda =  0.2095067 
## Iteration 7 lambda =  0.2094662 
## Iteration 8 lambda =  0.2094581 
## Iteration 9 lambda =  0.2094565 
## Iteration 10 lambda =  0.2094562 
## Iteration 11 lambda =  0.2094561 
## Iteration 1 lambda =  0.3712803 
## Iteration 2 lambda =  0.2455364 
## Iteration 3 lambda =  0.2203876 
## Iteration 4 lambda =  0.2153579 
## Iteration 5 lambda =  0.2143519 
## Iteration 6 lambda =  0.2141507 
## Iteration 7 lambda =  0.2141105 
## Iteration 8 lambda =  0.2141024 
## Iteration 9 lambda =  0.2141008 
## Iteration 10 lambda =  0.2141005 
## Iteration 11 lambda =  0.2141004 
## Iteration 1 lambda =  0.3387767 
## Iteration 2 lambda =  0.2065321 
## Iteration 3 lambda =  0.1800832 
## Iteration 4 lambda =  0.1747934 
## Iteration 5 lambda =  0.1737354 
## Iteration 6 lambda =  0.1735238 
## Iteration 7 lambda =  0.1734815 
## Iteration 8 lambda =  0.173473 
## Iteration 9 lambda =  0.1734713 
## Iteration 10 lambda =  0.173471 
## Iteration 11 lambda =  0.1734709 
## Iteration 1 lambda =  0.2655773 
## Iteration 2 lambda =  0.1186928 
## Iteration 3 lambda =  0.08931585 
## Iteration 4 lambda =  0.08344047 
## Iteration 5 lambda =  0.08226539 
## Iteration 6 lambda =  0.08203038 
## Iteration 7 lambda =  0.08198338 
## Iteration 8 lambda =  0.08197398 
## Iteration 9 lambda =  0.0819721 
## Iteration 10 lambda =  0.08197172 
## Iteration 11 lambda =  0.08197164 
## Iteration 1 lambda =  0.4058582 
## Iteration 2 lambda =  0.2870298 
## Iteration 3 lambda =  0.2632642 
## Iteration 4 lambda =  0.258511 
## Iteration 5 lambda =  0.2575604 
## Iteration 6 lambda =  0.2573703 
## Iteration 7 lambda =  0.2573323 
## Iteration 8 lambda =  0.2573247 
## Iteration 9 lambda =  0.2573231 
## Iteration 10 lambda =  0.2573228 
## Iteration 11 lambda =  0.2573228 
## Iteration 1 lambda =  0.322213 
## Iteration 2 lambda =  0.1866556 
## Iteration 3 lambda =  0.1595442 
## Iteration 4 lambda =  0.1541219 
## Iteration 5 lambda =  0.1530374 
## Iteration 6 lambda =  0.1528205 
## Iteration 7 lambda =  0.1527771 
## Iteration 8 lambda =  0.1527685 
## Iteration 9 lambda =  0.1527667 
## Iteration 10 lambda =  0.1527664 
## Iteration 11 lambda =  0.1527663 
## Iteration 1 lambda =  0.3248389 
## Iteration 2 lambda =  0.1898067 
## Iteration 3 lambda =  0.1628003 
## Iteration 4 lambda =  0.157399 
## Iteration 5 lambda =  0.1563187 
## Iteration 6 lambda =  0.1561027 
## Iteration 7 lambda =  0.1560594 
## Iteration 8 lambda =  0.1560508 
## Iteration 9 lambda =  0.1560491 
## Iteration 10 lambda =  0.1560487 
## Iteration 11 lambda =  0.1560487 
## Iteration 1 lambda =  0.2684442 
## Iteration 2 lambda =  0.1221331 
## Iteration 3 lambda =  0.09287082 
## Iteration 4 lambda =  0.08701838 
## Iteration 5 lambda =  0.08584789 
## Iteration 6 lambda =  0.08561379 
## Iteration 7 lambda =  0.08556697 
## Iteration 8 lambda =  0.0855576 
## Iteration 9 lambda =  0.08555573 
## Iteration 10 lambda =  0.08555536 
## Iteration 11 lambda =  0.08555528 
## Iteration 1 lambda =  0.2691749 
## Iteration 2 lambda =  0.1230098 
## Iteration 3 lambda =  0.09377684 
## Iteration 4 lambda =  0.08793024 
## Iteration 5 lambda =  0.08676092 
## Iteration 6 lambda =  0.08652706 
## Iteration 7 lambda =  0.08648029 
## Iteration 8 lambda =  0.08647093 
## Iteration 9 lambda =  0.08646906 
## Iteration 10 lambda =  0.08646869 
## Iteration 11 lambda =  0.08646861 
## Iteration 1 lambda =  0.4249444 
## Iteration 2 lambda =  0.3099332 
## Iteration 3 lambda =  0.286931 
## Iteration 4 lambda =  0.2823306 
## Iteration 5 lambda =  0.2814105 
## Iteration 6 lambda =  0.2812265 
## Iteration 7 lambda =  0.2811897 
## Iteration 8 lambda =  0.2811823 
## Iteration 9 lambda =  0.2811808 
## Iteration 10 lambda =  0.2811805 
## Iteration 11 lambda =  0.2811805 
## Iteration 1 lambda =  0.3626614 
## Iteration 2 lambda =  0.2351937 
## Iteration 3 lambda =  0.2097001 
## Iteration 4 lambda =  0.2046014 
## Iteration 5 lambda =  0.2035817 
## Iteration 6 lambda =  0.2033777 
## Iteration 7 lambda =  0.2033369 
## Iteration 8 lambda =  0.2033288 
## Iteration 9 lambda =  0.2033271 
## Iteration 10 lambda =  0.2033268 
## Iteration 11 lambda =  0.2033267 
## Iteration 1 lambda =  0.3623622 
## Iteration 2 lambda =  0.2348347 
## Iteration 3 lambda =  0.2093292 
## Iteration 4 lambda =  0.2042281 
## Iteration 5 lambda =  0.2032078 
## Iteration 6 lambda =  0.2030038 
## Iteration 7 lambda =  0.202963 
## Iteration 8 lambda =  0.2029548 
## Iteration 9 lambda =  0.2029532 
## Iteration 10 lambda =  0.2029529 
## Iteration 11 lambda =  0.2029528 
## Iteration 1 lambda =  0.3326805 
## Iteration 2 lambda =  0.1992166 
## Iteration 3 lambda =  0.1725238 
## Iteration 4 lambda =  0.1671853 
## Iteration 5 lambda =  0.1661176 
## Iteration 6 lambda =  0.165904 
## Iteration 7 lambda =  0.1658613 
## Iteration 8 lambda =  0.1658528 
## Iteration 9 lambda =  0.1658511 
## Iteration 10 lambda =  0.1658507 
## Iteration 11 lambda =  0.1658507 
## Iteration 1 lambda =  0.3814001 
## Iteration 2 lambda =  0.2576801 
## Iteration 3 lambda =  0.2329361 
## Iteration 4 lambda =  0.2279873 
## Iteration 5 lambda =  0.2269975 
## Iteration 6 lambda =  0.2267996 
## Iteration 7 lambda =  0.22676 
## Iteration 8 lambda =  0.2267521 
## Iteration 9 lambda =  0.2267505 
## Iteration 10 lambda =  0.2267502 
## Iteration 11 lambda =  0.2267501 
## Iteration 1 lambda =  0.3294064 
## Iteration 2 lambda =  0.1952876 
## Iteration 3 lambda =  0.1684639 
## Iteration 4 lambda =  0.1630991 
## Iteration 5 lambda =  0.1620262 
## Iteration 6 lambda =  0.1618116 
## Iteration 7 lambda =  0.1617687 
## Iteration 8 lambda =  0.1617601 
## Iteration 9 lambda =  0.1617584 
## Iteration 10 lambda =  0.161758 
## Iteration 11 lambda =  0.161758 
## Iteration 1 lambda =  0.3822569 
## Iteration 2 lambda =  0.2587082 
## Iteration 3 lambda =  0.2339985 
## Iteration 4 lambda =  0.2290566 
## Iteration 5 lambda =  0.2280682 
## Iteration 6 lambda =  0.2278705 
## Iteration 7 lambda =  0.227831 
## Iteration 8 lambda =  0.2278231 
## Iteration 9 lambda =  0.2278215 
## Iteration 10 lambda =  0.2278212 
## Iteration 11 lambda =  0.2278211 
## Iteration 1 lambda =  0.377186 
## Iteration 2 lambda =  0.2526232 
## Iteration 3 lambda =  0.2277107 
## Iteration 4 lambda =  0.2227281 
## Iteration 5 lambda =  0.2217316 
## Iteration 6 lambda =  0.2215323 
## Iteration 7 lambda =  0.2214925 
## Iteration 8 lambda =  0.2214845 
## Iteration 9 lambda =  0.2214829 
## Iteration 10 lambda =  0.2214826 
## Iteration 11 lambda =  0.2214825 
## Iteration 1 lambda =  0.3845666 
## Iteration 2 lambda =  0.26148 
## Iteration 3 lambda =  0.2368626 
## Iteration 4 lambda =  0.2319392 
## Iteration 5 lambda =  0.2309545 
## Iteration 6 lambda =  0.2307575 
## Iteration 7 lambda =  0.2307181 
## Iteration 8 lambda =  0.2307103 
## Iteration 9 lambda =  0.2307087 
## Iteration 10 lambda =  0.2307084 
## Iteration 11 lambda =  0.2307083 
## Iteration 1 lambda =  0.3618637 
## Iteration 2 lambda =  0.2342365 
## Iteration 3 lambda =  0.208711 
## Iteration 4 lambda =  0.2036059 
## Iteration 5 lambda =  0.2025849 
## Iteration 6 lambda =  0.2023807 
## Iteration 7 lambda =  0.2023399 
## Iteration 8 lambda =  0.2023317 
## Iteration 9 lambda =  0.2023301 
## Iteration 10 lambda =  0.2023298 
## Iteration 11 lambda =  0.2023297 
## Iteration 1 lambda =  0.3739956 
## Iteration 2 lambda =  0.2487947 
## Iteration 3 lambda =  0.2237545 
## Iteration 4 lambda =  0.2187465 
## Iteration 5 lambda =  0.2177449 
## Iteration 6 lambda =  0.2175446 
## Iteration 7 lambda =  0.2175045 
## Iteration 8 lambda =  0.2174965 
## Iteration 9 lambda =  0.2174949 
## Iteration 10 lambda =  0.2174946 
## Iteration 11 lambda =  0.2174945 
## Iteration 1 lambda =  0.3580579 
## Iteration 2 lambda =  0.2296694 
## Iteration 3 lambda =  0.2039917 
## Iteration 4 lambda =  0.1988562 
## Iteration 5 lambda =  0.1978291 
## Iteration 6 lambda =  0.1976237 
## Iteration 7 lambda =  0.1975826 
## Iteration 8 lambda =  0.1975744 
## Iteration 9 lambda =  0.1975727 
## Iteration 10 lambda =  0.1975724 
## Iteration 11 lambda =  0.1975723 
## Iteration 1 lambda =  0.402149 
## Iteration 2 lambda =  0.2825788 
## Iteration 3 lambda =  0.2586648 
## Iteration 4 lambda =  0.253882 
## Iteration 5 lambda =  0.2529254 
## Iteration 6 lambda =  0.2527341 
## Iteration 7 lambda =  0.2526958 
## Iteration 8 lambda =  0.2526882 
## Iteration 9 lambda =  0.2526866 
## Iteration 10 lambda =  0.2526863 
## Iteration 11 lambda =  0.2526863 
## Iteration 1 lambda =  0.4108934 
## Iteration 2 lambda =  0.2930721 
## Iteration 3 lambda =  0.2695078 
## Iteration 4 lambda =  0.264795 
## Iteration 5 lambda =  0.2638524 
## Iteration 6 lambda =  0.2636639 
## Iteration 7 lambda =  0.2636262 
## Iteration 8 lambda =  0.2636186 
## Iteration 9 lambda =  0.2636171 
## Iteration 10 lambda =  0.2636168 
## Iteration 11 lambda =  0.2636168 
## Iteration 1 lambda =  0.4175871 
## Iteration 2 lambda =  0.3011046 
## Iteration 3 lambda =  0.2778081 
## Iteration 4 lambda =  0.2731488 
## Iteration 5 lambda =  0.2722169 
## Iteration 6 lambda =  0.2720305 
## Iteration 7 lambda =  0.2719933 
## Iteration 8 lambda =  0.2719858 
## Iteration 9 lambda =  0.2719843 
## Iteration 10 lambda =  0.271984 
## Iteration 11 lambda =  0.2719839 
## Iteration 1 lambda =  0.3579143 
## Iteration 2 lambda =  0.2294972 
## Iteration 3 lambda =  0.2038137 
## Iteration 4 lambda =  0.1986771 
## Iteration 5 lambda =  0.1976497 
## Iteration 6 lambda =  0.1974442 
## Iteration 7 lambda =  0.1974032 
## Iteration 8 lambda =  0.1973949 
## Iteration 9 lambda =  0.1973933 
## Iteration 10 lambda =  0.197393 
## Iteration 11 lambda =  0.1973929 
## Iteration 1 lambda =  0.325528 
## Iteration 2 lambda =  0.1906336 
## Iteration 3 lambda =  0.1636547 
## Iteration 4 lambda =  0.1582589 
## Iteration 5 lambda =  0.1571798 
## Iteration 6 lambda =  0.1569639 
## Iteration 7 lambda =  0.1569208 
## Iteration 8 lambda =  0.1569121 
## Iteration 9 lambda =  0.1569104 
## Iteration 10 lambda =  0.1569101 
## Iteration 11 lambda =  0.15691 
## Iteration 1 lambda =  0.3435478 
## Iteration 2 lambda =  0.2122574 
## Iteration 3 lambda =  0.1859993 
## Iteration 4 lambda =  0.1807477 
## Iteration 5 lambda =  0.1796974 
## Iteration 6 lambda =  0.1794873 
## Iteration 7 lambda =  0.1794453 
## Iteration 8 lambda =  0.1794369 
## Iteration 9 lambda =  0.1794352 
## Iteration 10 lambda =  0.1794349 
## Iteration 11 lambda =  0.1794348 
## Iteration 1 lambda =  0.3624232 
## Iteration 2 lambda =  0.2349079 
## Iteration 3 lambda =  0.2094048 
## Iteration 4 lambda =  0.2043042 
## Iteration 5 lambda =  0.203284 
## Iteration 6 lambda =  0.20308 
## Iteration 7 lambda =  0.2030392 
## Iteration 8 lambda =  0.2030311 
## Iteration 9 lambda =  0.2030294 
## Iteration 10 lambda =  0.2030291 
## Iteration 11 lambda =  0.203029 
## Iteration 1 lambda =  0.315888 
## Iteration 2 lambda =  0.1790657 
## Iteration 3 lambda =  0.1517012 
## Iteration 4 lambda =  0.1462283 
## Iteration 5 lambda =  0.1451337 
## Iteration 6 lambda =  0.1449148 
## Iteration 7 lambda =  0.144871 
## Iteration 8 lambda =  0.1448622 
## Iteration 9 lambda =  0.1448605 
## Iteration 10 lambda =  0.1448601 
## Iteration 11 lambda =  0.1448601 
## Iteration 1 lambda =  0.3345239 
## Iteration 2 lambda =  0.2014287 
## Iteration 3 lambda =  0.1748097 
## Iteration 4 lambda =  0.1694859 
## Iteration 5 lambda =  0.1684211 
## Iteration 6 lambda =  0.1682082 
## Iteration 7 lambda =  0.1681656 
## Iteration 8 lambda =  0.168157 
## Iteration 9 lambda =  0.1681553 
## Iteration 10 lambda =  0.168155 
## Iteration 11 lambda =  0.1681549 
## Iteration 1 lambda =  0.3522287 
## Iteration 2 lambda =  0.2226744 
## Iteration 3 lambda =  0.1967636 
## Iteration 4 lambda =  0.1915814 
## Iteration 5 lambda =  0.1905449 
## Iteration 6 lambda =  0.1903377 
## Iteration 7 lambda =  0.1902962 
## Iteration 8 lambda =  0.1902879 
## Iteration 9 lambda =  0.1902863 
## Iteration 10 lambda =  0.1902859 
## Iteration 11 lambda =  0.1902859 
## Iteration 1 lambda =  0.3451819 
## Iteration 2 lambda =  0.2142182 
## Iteration 3 lambda =  0.1880255 
## Iteration 4 lambda =  0.182787 
## Iteration 5 lambda =  0.1817393 
## Iteration 6 lambda =  0.1815297 
## Iteration 7 lambda =  0.1814878 
## Iteration 8 lambda =  0.1814794 
## Iteration 9 lambda =  0.1814777 
## Iteration 10 lambda =  0.1814774 
## Iteration 11 lambda =  0.1814773 
## Iteration 1 lambda =  0.4050301 
## Iteration 2 lambda =  0.2860361 
## Iteration 3 lambda =  0.2622373 
## Iteration 4 lambda =  0.2574775 
## Iteration 5 lambda =  0.2565256 
## Iteration 6 lambda =  0.2563352 
## Iteration 7 lambda =  0.2562971 
## Iteration 8 lambda =  0.2562895 
## Iteration 9 lambda =  0.256288 
## Iteration 10 lambda =  0.2562877 
## Iteration 11 lambda =  0.2562876 
## Iteration 1 lambda =  0.383301 
## Iteration 2 lambda =  0.2599613 
## Iteration 3 lambda =  0.2352933 
## Iteration 4 lambda =  0.2303597 
## Iteration 5 lambda =  0.229373 
## Iteration 6 lambda =  0.2291756 
## Iteration 7 lambda =  0.2291362 
## Iteration 8 lambda =  0.2291283 
## Iteration 9 lambda =  0.2291267 
## Iteration 10 lambda =  0.2291264 
## Iteration 11 lambda =  0.2291263 
## Iteration 1 lambda =  0.3900577 
## Iteration 2 lambda =  0.2680692 
## Iteration 3 lambda =  0.2436715 
## Iteration 4 lambda =  0.238792 
## Iteration 5 lambda =  0.2378161 
## Iteration 6 lambda =  0.2376209 
## Iteration 7 lambda =  0.2375819 
## Iteration 8 lambda =  0.2375741 
## Iteration 9 lambda =  0.2375725 
## Iteration 10 lambda =  0.2375722 
## Iteration 11 lambda =  0.2375721 
## Iteration 1 lambda =  0.4064862 
## Iteration 2 lambda =  0.2877835 
## Iteration 3 lambda =  0.2640429 
## Iteration 4 lambda =  0.2592948 
## Iteration 5 lambda =  0.2583452 
## Iteration 6 lambda =  0.2581553 
## Iteration 7 lambda =  0.2581173 
## Iteration 8 lambda =  0.2581097 
## Iteration 9 lambda =  0.2581082 
## Iteration 10 lambda =  0.2581079 
## Iteration 11 lambda =  0.2581078 
## Iteration 1 lambda =  0.3393455 
## Iteration 2 lambda =  0.2072146 
## Iteration 3 lambda =  0.1807884 
## Iteration 4 lambda =  0.1755032 
## Iteration 5 lambda =  0.1744461 
## Iteration 6 lambda =  0.1742347 
## Iteration 7 lambda =  0.1741924 
## Iteration 8 lambda =  0.174184 
## Iteration 9 lambda =  0.1741823 
## Iteration 10 lambda =  0.1741819 
## Iteration 11 lambda =  0.1741819 
## Iteration 1 lambda =  0.3626802 
## Iteration 2 lambda =  0.2352163 
## Iteration 3 lambda =  0.2097235 
## Iteration 4 lambda =  0.2046249 
## Iteration 5 lambda =  0.2036052 
## Iteration 6 lambda =  0.2034013 
## Iteration 7 lambda =  0.2033605 
## Iteration 8 lambda =  0.2033523 
## Iteration 9 lambda =  0.2033507 
## Iteration 10 lambda =  0.2033504 
## Iteration 11 lambda =  0.2033503 
## Iteration 1 lambda =  0.3141117 
## Iteration 2 lambda =  0.176934 
## Iteration 3 lambda =  0.1494985 
## Iteration 4 lambda =  0.1440114 
## Iteration 5 lambda =  0.142914 
## Iteration 6 lambda =  0.1426945 
## Iteration 7 lambda =  0.1426506 
## Iteration 8 lambda =  0.1426418 
## Iteration 9 lambda =  0.1426401 
## Iteration 10 lambda =  0.1426397 
## Iteration 11 lambda =  0.1426396 
## Iteration 1 lambda =  0.3614682 
## Iteration 2 lambda =  0.2337618 
## Iteration 3 lambda =  0.2082205 
## Iteration 4 lambda =  0.2031123 
## Iteration 5 lambda =  0.2020906 
## Iteration 6 lambda =  0.2018863 
## Iteration 7 lambda =  0.2018454 
## Iteration 8 lambda =  0.2018373 
## Iteration 9 lambda =  0.2018356 
## Iteration 10 lambda =  0.2018353 
## Iteration 11 lambda =  0.2018352 
## Iteration 1 lambda =  0.3815579 
## Iteration 2 lambda =  0.2578694 
## Iteration 3 lambda =  0.2331317 
## Iteration 4 lambda =  0.2281842 
## Iteration 5 lambda =  0.2271947 
## Iteration 6 lambda =  0.2269968 
## Iteration 7 lambda =  0.2269572 
## Iteration 8 lambda =  0.2269493 
## Iteration 9 lambda =  0.2269477 
## Iteration 10 lambda =  0.2269474 
## Iteration 11 lambda =  0.2269473 
## Iteration 1 lambda =  0.374482 
## Iteration 2 lambda =  0.2493784 
## Iteration 3 lambda =  0.2243577 
## Iteration 4 lambda =  0.2193536 
## Iteration 5 lambda =  0.2183528 
## Iteration 6 lambda =  0.2181526 
## Iteration 7 lambda =  0.2181126 
## Iteration 8 lambda =  0.2181046 
## Iteration 9 lambda =  0.2181029 
## Iteration 10 lambda =  0.2181026 
## Iteration 11 lambda =  0.2181026 
## Iteration 1 lambda =  0.4282734 
## Iteration 2 lambda =  0.3139281 
## Iteration 3 lambda =  0.291059 
## Iteration 4 lambda =  0.2864852 
## Iteration 5 lambda =  0.2855704 
## Iteration 6 lambda =  0.2853875 
## Iteration 7 lambda =  0.2853509 
## Iteration 8 lambda =  0.2853436 
## Iteration 9 lambda =  0.2853421 
## Iteration 10 lambda =  0.2853418 
## Iteration 11 lambda =  0.2853418 
## Iteration 1 lambda =  0.3559552 
## Iteration 2 lambda =  0.2271463 
## Iteration 3 lambda =  0.2013845 
## Iteration 4 lambda =  0.1962321 
## Iteration 5 lambda =  0.1952017 
## Iteration 6 lambda =  0.1949956 
## Iteration 7 lambda =  0.1949543 
## Iteration 8 lambda =  0.1949461 
## Iteration 9 lambda =  0.1949444 
## Iteration 10 lambda =  0.1949441 
## Iteration 11 lambda =  0.1949441 
## Iteration 1 lambda =  0.3591377 
## Iteration 2 lambda =  0.2309653 
## Iteration 3 lambda =  0.2053308 
## Iteration 4 lambda =  0.2002039 
## Iteration 5 lambda =  0.1991785 
## Iteration 6 lambda =  0.1989734 
## Iteration 7 lambda =  0.1989324 
## Iteration 8 lambda =  0.1989242 
## Iteration 9 lambda =  0.1989226 
## Iteration 10 lambda =  0.1989223 
## Iteration 11 lambda =  0.1989222 
## Iteration 1 lambda =  0.3556848 
## Iteration 2 lambda =  0.2268217 
## Iteration 3 lambda =  0.2010491 
## Iteration 4 lambda =  0.1958946 
## Iteration 5 lambda =  0.1948637 
## Iteration 6 lambda =  0.1946575 
## Iteration 7 lambda =  0.1946163 
## Iteration 8 lambda =  0.194608 
## Iteration 9 lambda =  0.1946064 
## Iteration 10 lambda =  0.1946061 
## Iteration 11 lambda =  0.194606 
## Iteration 1 lambda =  0.3872758 
## Iteration 2 lambda =  0.2647309 
## Iteration 3 lambda =  0.240222 
## Iteration 4 lambda =  0.2353202 
## Iteration 5 lambda =  0.2343398 
## Iteration 6 lambda =  0.2341438 
## Iteration 7 lambda =  0.2341045 
## Iteration 8 lambda =  0.2340967 
## Iteration 9 lambda =  0.2340951 
## Iteration 10 lambda =  0.2340948 
## Iteration 11 lambda =  0.2340948 
## Iteration 1 lambda =  0.3795874 
## Iteration 2 lambda =  0.2555049 
## Iteration 3 lambda =  0.2306884 
## Iteration 4 lambda =  0.2257251 
## Iteration 5 lambda =  0.2247325 
## Iteration 6 lambda =  0.2245339 
## Iteration 7 lambda =  0.2244942 
## Iteration 8 lambda =  0.2244863 
## Iteration 9 lambda =  0.2244847 
## Iteration 10 lambda =  0.2244844 
## Iteration 11 lambda =  0.2244843 
## Iteration 1 lambda =  0.4621702 
## Iteration 2 lambda =  0.3546043 
## Iteration 3 lambda =  0.3330911 
## Iteration 4 lambda =  0.3287885 
## Iteration 5 lambda =  0.3279279 
## Iteration 6 lambda =  0.3277558 
## Iteration 7 lambda =  0.3277214 
## Iteration 8 lambda =  0.3277145 
## Iteration 9 lambda =  0.3277132 
## Iteration 10 lambda =  0.3277129 
## Iteration 11 lambda =  0.3277128 
## Iteration 1 lambda =  0.313039 
## Iteration 2 lambda =  0.1756468 
## Iteration 3 lambda =  0.1481683 
## Iteration 4 lambda =  0.1426726 
## Iteration 5 lambda =  0.1415735 
## Iteration 6 lambda =  0.1413537 
## Iteration 7 lambda =  0.1413097 
## Iteration 8 lambda =  0.1413009 
## Iteration 9 lambda =  0.1412992 
## Iteration 10 lambda =  0.1412988 
## Iteration 11 lambda =  0.1412987 
## Iteration 1 lambda =  0.3542277 
## Iteration 2 lambda =  0.2250732 
## Iteration 3 lambda =  0.1992423 
## Iteration 4 lambda =  0.1940761 
## Iteration 5 lambda =  0.1930429 
## Iteration 6 lambda =  0.1928363 
## Iteration 7 lambda =  0.1927949 
## Iteration 8 lambda =  0.1927867 
## Iteration 9 lambda =  0.192785 
## Iteration 10 lambda =  0.1927847 
## Iteration 11 lambda =  0.1927846 
## Iteration 1 lambda =  0.3478954 
## Iteration 2 lambda =  0.2174745 
## Iteration 3 lambda =  0.1913903 
## Iteration 4 lambda =  0.1861734 
## Iteration 5 lambda =  0.1851301 
## Iteration 6 lambda =  0.1849214 
## Iteration 7 lambda =  0.1848797 
## Iteration 8 lambda =  0.1848713 
## Iteration 9 lambda =  0.1848696 
## Iteration 10 lambda =  0.1848693 
## Iteration 11 lambda =  0.1848692 
## Iteration 1 lambda =  0.3721225 
## Iteration 2 lambda =  0.246547 
## Iteration 3 lambda =  0.2214319 
## Iteration 4 lambda =  0.2164089 
## Iteration 5 lambda =  0.2154043 
## Iteration 6 lambda =  0.2152034 
## Iteration 7 lambda =  0.2151632 
## Iteration 8 lambda =  0.2151551 
## Iteration 9 lambda =  0.2151535 
## Iteration 10 lambda =  0.2151532 
## Iteration 11 lambda =  0.2151531 
## Iteration 1 lambda =  0.3228853 
## Iteration 2 lambda =  0.1874624 
## Iteration 3 lambda =  0.1603778 
## Iteration 4 lambda =  0.1549609 
## Iteration 5 lambda =  0.1538775 
## Iteration 6 lambda =  0.1536608 
## Iteration 7 lambda =  0.1536175 
## Iteration 8 lambda =  0.1536088 
## Iteration 9 lambda =  0.1536071 
## Iteration 10 lambda =  0.1536067 
## Iteration 11 lambda =  0.1536067 
## Iteration 1 lambda =  0.3477294 
## Iteration 2 lambda =  0.2172753 
## Iteration 3 lambda =  0.1911845 
## Iteration 4 lambda =  0.1859663 
## Iteration 5 lambda =  0.1849227 
## Iteration 6 lambda =  0.184714 
## Iteration 7 lambda =  0.1846722 
## Iteration 8 lambda =  0.1846639 
## Iteration 9 lambda =  0.1846622 
## Iteration 10 lambda =  0.1846619 
## Iteration 11 lambda =  0.1846618 
## Iteration 1 lambda =  0.3709436 
## Iteration 2 lambda =  0.2451323 
## Iteration 3 lambda =  0.2199701 
## Iteration 4 lambda =  0.2149376 
## Iteration 5 lambda =  0.2139311 
## Iteration 6 lambda =  0.2137298 
## Iteration 7 lambda =  0.2136896 
## Iteration 8 lambda =  0.2136815 
## Iteration 9 lambda =  0.2136799 
## Iteration 10 lambda =  0.2136796 
## Iteration 11 lambda =  0.2136795 
## Iteration 1 lambda =  0.4023921 
## Iteration 2 lambda =  0.2828706 
## Iteration 3 lambda =  0.2589663 
## Iteration 4 lambda =  0.2541854 
## Iteration 5 lambda =  0.2532292 
## Iteration 6 lambda =  0.253038 
## Iteration 7 lambda =  0.2529997 
## Iteration 8 lambda =  0.2529921 
## Iteration 9 lambda =  0.2529906 
## Iteration 10 lambda =  0.2529903 
## Iteration 11 lambda =  0.2529902 
## Iteration 1 lambda =  0.4268541 
## Iteration 2 lambda =  0.3122249 
## Iteration 3 lambda =  0.2892991 
## Iteration 4 lambda =  0.2847139 
## Iteration 5 lambda =  0.2837969 
## Iteration 6 lambda =  0.2836135 
## Iteration 7 lambda =  0.2835768 
## Iteration 8 lambda =  0.2835694 
## Iteration 9 lambda =  0.283568 
## Iteration 10 lambda =  0.2835677 
## Iteration 11 lambda =  0.2835676 
## Iteration 1 lambda =  0.3259542 
## Iteration 2 lambda =  0.191145 
## Iteration 3 lambda =  0.1641832 
## Iteration 4 lambda =  0.1587908 
## Iteration 5 lambda =  0.1577124 
## Iteration 6 lambda =  0.1574967 
## Iteration 7 lambda =  0.1574535 
## Iteration 8 lambda =  0.1574449 
## Iteration 9 lambda =  0.1574432 
## Iteration 10 lambda =  0.1574428 
## Iteration 11 lambda =  0.1574428 
## Iteration 1 lambda =  0.3159769 
## Iteration 2 lambda =  0.1791723 
## Iteration 3 lambda =  0.1518113 
## Iteration 4 lambda =  0.1463392 
## Iteration 5 lambda =  0.1452447 
## Iteration 6 lambda =  0.1450258 
## Iteration 7 lambda =  0.1449821 
## Iteration 8 lambda =  0.1449733 
## Iteration 9 lambda =  0.1449716 
## Iteration 10 lambda =  0.1449712 
## Iteration 11 lambda =  0.1449711 
## Iteration 1 lambda =  0.376948 
## Iteration 2 lambda =  0.2523376 
## Iteration 3 lambda =  0.2274155 
## Iteration 4 lambda =  0.2224311 
## Iteration 5 lambda =  0.2214342 
## Iteration 6 lambda =  0.2212348 
## Iteration 7 lambda =  0.221195 
## Iteration 8 lambda =  0.221187 
## Iteration 9 lambda =  0.2211854 
## Iteration 10 lambda =  0.2211851 
## Iteration 11 lambda =  0.221185 
## Iteration 1 lambda =  0.3930572 
## Iteration 2 lambda =  0.2716686 
## Iteration 3 lambda =  0.2473909 
## Iteration 4 lambda =  0.2425354 
## Iteration 5 lambda =  0.2415643 
## Iteration 6 lambda =  0.2413701 
## Iteration 7 lambda =  0.2413312 
## Iteration 8 lambda =  0.2413234 
## Iteration 9 lambda =  0.2413219 
## Iteration 10 lambda =  0.2413216 
## Iteration 11 lambda =  0.2413215 
## Iteration 1 lambda =  0.3514438 
## Iteration 2 lambda =  0.2217326 
## Iteration 3 lambda =  0.1957904 
## Iteration 4 lambda =  0.1906019 
## Iteration 5 lambda =  0.1895642 
## Iteration 6 lambda =  0.1893567 
## Iteration 7 lambda =  0.1893152 
## Iteration 8 lambda =  0.1893069 
## Iteration 9 lambda =  0.1893052 
## Iteration 10 lambda =  0.1893049 
## Iteration 11 lambda =  0.1893048 
## Iteration 1 lambda =  0.4322196 
## Iteration 2 lambda =  0.3186635 
## Iteration 3 lambda =  0.2959523 
## Iteration 4 lambda =  0.2914101 
## Iteration 5 lambda =  0.2905016 
## Iteration 6 lambda =  0.2903199 
## Iteration 7 lambda =  0.2902836 
## Iteration 8 lambda =  0.2902763 
## Iteration 9 lambda =  0.2902749 
## Iteration 10 lambda =  0.2902746 
## Iteration 11 lambda =  0.2902745 
## Iteration 1 lambda =  0.4199272 
## Iteration 2 lambda =  0.3039126 
## Iteration 3 lambda =  0.2807097 
## Iteration 4 lambda =  0.2760691 
## Iteration 5 lambda =  0.275141 
## Iteration 6 lambda =  0.2749554 
## Iteration 7 lambda =  0.2749183 
## Iteration 8 lambda =  0.2749108 
## Iteration 9 lambda =  0.2749093 
## Iteration 10 lambda =  0.2749091 
## Iteration 11 lambda =  0.274909 
## Iteration 1 lambda =  0.3133029 
## Iteration 2 lambda =  0.1759634 
## Iteration 3 lambda =  0.1484955 
## Iteration 4 lambda =  0.143002 
## Iteration 5 lambda =  0.1419032 
## Iteration 6 lambda =  0.1416835 
## Iteration 7 lambda =  0.1416396 
## Iteration 8 lambda =  0.1416308 
## Iteration 9 lambda =  0.141629 
## Iteration 10 lambda =  0.1416287 
## Iteration 11 lambda =  0.1416286 
## Iteration 1 lambda =  0.4312233 
## Iteration 2 lambda =  0.317468 
## Iteration 3 lambda =  0.2947169 
## Iteration 4 lambda =  0.2901667 
## Iteration 5 lambda =  0.2892566 
## Iteration 6 lambda =  0.2890746 
## Iteration 7 lambda =  0.2890382 
## Iteration 8 lambda =  0.2890309 
## Iteration 9 lambda =  0.2890295 
## Iteration 10 lambda =  0.2890292 
## Iteration 11 lambda =  0.2890291 
## Iteration 1 lambda =  0.2826024 
## Iteration 2 lambda =  0.1391229 
## Iteration 3 lambda =  0.110427 
## Iteration 4 lambda =  0.1046878 
## Iteration 5 lambda =  0.10354 
## Iteration 6 lambda =  0.1033104 
## Iteration 7 lambda =  0.1032645 
## Iteration 8 lambda =  0.1032553 
## Iteration 9 lambda =  0.1032535 
## Iteration 10 lambda =  0.1032531 
## Iteration 11 lambda =  0.103253 
## Iteration 1 lambda =  0.3108054 
## Iteration 2 lambda =  0.1729664 
## Iteration 3 lambda =  0.1453987 
## Iteration 4 lambda =  0.1398851 
## Iteration 5 lambda =  0.1387824 
## Iteration 6 lambda =  0.1385618 
## Iteration 7 lambda =  0.1385177 
## Iteration 8 lambda =  0.1385089 
## Iteration 9 lambda =  0.1385071 
## Iteration 10 lambda =  0.1385068 
## Iteration 11 lambda =  0.1385067 
## Iteration 1 lambda =  0.4190567 
## Iteration 2 lambda =  0.3028681 
## Iteration 3 lambda =  0.2796304 
## Iteration 4 lambda =  0.2749828 
## Iteration 5 lambda =  0.2740533 
## Iteration 6 lambda =  0.2738674 
## Iteration 7 lambda =  0.2738302 
## Iteration 8 lambda =  0.2738228 
## Iteration 9 lambda =  0.2738213 
## Iteration 10 lambda =  0.273821 
## Iteration 11 lambda =  0.2738209 
## Iteration 1 lambda =  0.3566212 
## Iteration 2 lambda =  0.2279455 
## Iteration 3 lambda =  0.2022103 
## Iteration 4 lambda =  0.1970633 
## Iteration 5 lambda =  0.1960339 
## Iteration 6 lambda =  0.195828 
## Iteration 7 lambda =  0.1957868 
## Iteration 8 lambda =  0.1957786 
## Iteration 9 lambda =  0.1957769 
## Iteration 10 lambda =  0.1957766 
## Iteration 11 lambda =  0.1957765 
## Iteration 1 lambda =  0.3617551 
## Iteration 2 lambda =  0.2341061 
## Iteration 3 lambda =  0.2085763 
## Iteration 4 lambda =  0.2034704 
## Iteration 5 lambda =  0.2024492 
## Iteration 6 lambda =  0.202245 
## Iteration 7 lambda =  0.2022041 
## Iteration 8 lambda =  0.2021959 
## Iteration 9 lambda =  0.2021943 
## Iteration 10 lambda =  0.202194 
## Iteration 11 lambda =  0.2021939 
## Iteration 1 lambda =  0.3991568 
## Iteration 2 lambda =  0.2789881 
## Iteration 3 lambda =  0.2549544 
## Iteration 4 lambda =  0.2501476 
## Iteration 5 lambda =  0.2491863 
## Iteration 6 lambda =  0.248994 
## Iteration 7 lambda =  0.2489556 
## Iteration 8 lambda =  0.2489479 
## Iteration 9 lambda =  0.2489463 
## Iteration 10 lambda =  0.248946 
## Iteration 11 lambda =  0.248946 
## Iteration 1 lambda =  0.4097737 
## Iteration 2 lambda =  0.2917284 
## Iteration 3 lambda =  0.2681194 
## Iteration 4 lambda =  0.2633976 
## Iteration 5 lambda =  0.2624532 
## Iteration 6 lambda =  0.2622643 
## Iteration 7 lambda =  0.2622266 
## Iteration 8 lambda =  0.262219 
## Iteration 9 lambda =  0.2622175 
## Iteration 10 lambda =  0.2622172 
## Iteration 11 lambda =  0.2622171 
## Iteration 1 lambda =  0.3511601 
## Iteration 2 lambda =  0.2213921 
## Iteration 3 lambda =  0.1954385 
## Iteration 4 lambda =  0.1902478 
## Iteration 5 lambda =  0.1892097 
## Iteration 6 lambda =  0.189002 
## Iteration 7 lambda =  0.1889605 
## Iteration 8 lambda =  0.1889522 
## Iteration 9 lambda =  0.1889506 
## Iteration 10 lambda =  0.1889502 
## Iteration 11 lambda =  0.1889502 
## Iteration 1 lambda =  0.3416299 
## Iteration 2 lambda =  0.2099559 
## Iteration 3 lambda =  0.1836211 
## Iteration 4 lambda =  0.1783542 
## Iteration 5 lambda =  0.1773008 
## Iteration 6 lambda =  0.1770901 
## Iteration 7 lambda =  0.177048 
## Iteration 8 lambda =  0.1770395 
## Iteration 9 lambda =  0.1770378 
## Iteration 10 lambda =  0.1770375 
## Iteration 11 lambda =  0.1770374 
## Iteration 1 lambda =  0.3420914 
## Iteration 2 lambda =  0.2105097 
## Iteration 3 lambda =  0.1841933 
## Iteration 4 lambda =  0.1789301 
## Iteration 5 lambda =  0.1778774 
## Iteration 6 lambda =  0.1776669 
## Iteration 7 lambda =  0.1776248 
## Iteration 8 lambda =  0.1776163 
## Iteration 9 lambda =  0.1776147 
## Iteration 10 lambda =  0.1776143 
## Iteration 11 lambda =  0.1776143 
## Iteration 1 lambda =  0.3916905 
## Iteration 2 lambda =  0.2700286 
## Iteration 3 lambda =  0.2456962 
## Iteration 4 lambda =  0.2408297 
## Iteration 5 lambda =  0.2398564 
## Iteration 6 lambda =  0.2396618 
## Iteration 7 lambda =  0.2396229 
## Iteration 8 lambda =  0.2396151 
## Iteration 9 lambda =  0.2396135 
## Iteration 10 lambda =  0.2396132 
## Iteration 11 lambda =  0.2396131 
## Iteration 1 lambda =  0.4554114 
## Iteration 2 lambda =  0.3464937 
## Iteration 3 lambda =  0.3247101 
## Iteration 4 lambda =  0.3203534 
## Iteration 5 lambda =  0.3194821 
## Iteration 6 lambda =  0.3193078 
## Iteration 7 lambda =  0.319273 
## Iteration 8 lambda =  0.319266 
## Iteration 9 lambda =  0.3192646 
## Iteration 10 lambda =  0.3192643 
## Iteration 11 lambda =  0.3192643 
## Iteration 1 lambda =  0.3453659 
## Iteration 2 lambda =  0.2144391 
## Iteration 3 lambda =  0.1882537 
## Iteration 4 lambda =  0.1830166 
## Iteration 5 lambda =  0.1819692 
## Iteration 6 lambda =  0.1817597 
## Iteration 7 lambda =  0.1817178 
## Iteration 8 lambda =  0.1817094 
## Iteration 9 lambda =  0.1817078 
## Iteration 10 lambda =  0.1817074 
## Iteration 11 lambda =  0.1817074 
## Iteration 1 lambda =  0.3348579 
## Iteration 2 lambda =  0.2018295 
## Iteration 3 lambda =  0.1752238 
## Iteration 4 lambda =  0.1699027 
## Iteration 5 lambda =  0.1688385 
## Iteration 6 lambda =  0.1686256 
## Iteration 7 lambda =  0.168583 
## Iteration 8 lambda =  0.1685745 
## Iteration 9 lambda =  0.1685728 
## Iteration 10 lambda =  0.1685725 
## Iteration 11 lambda =  0.1685724 
## Iteration 1 lambda =  0.4086696 
## Iteration 2 lambda =  0.2904035 
## Iteration 3 lambda =  0.2667503 
## Iteration 4 lambda =  0.2620197 
## Iteration 5 lambda =  0.2610736 
## Iteration 6 lambda =  0.2608843 
## Iteration 7 lambda =  0.2608465 
## Iteration 8 lambda =  0.2608389 
## Iteration 9 lambda =  0.2608374 
## Iteration 10 lambda =  0.2608371 
## Iteration 11 lambda =  0.260837 
## Iteration 1 lambda =  0.3645787 
## Iteration 2 lambda =  0.2374945 
## Iteration 3 lambda =  0.2120776 
## Iteration 4 lambda =  0.2069942 
## Iteration 5 lambda =  0.2059776 
## Iteration 6 lambda =  0.2057742 
## Iteration 7 lambda =  0.2057336 
## Iteration 8 lambda =  0.2057254 
## Iteration 9 lambda =  0.2057238 
## Iteration 10 lambda =  0.2057235 
## Iteration 11 lambda =  0.2057234 
## Iteration 1 lambda =  0.4507043 
## Iteration 2 lambda =  0.3408452 
## Iteration 3 lambda =  0.3188734 
## Iteration 4 lambda =  0.314479 
## Iteration 5 lambda =  0.3136001 
## Iteration 6 lambda =  0.3134244 
## Iteration 7 lambda =  0.3133892 
## Iteration 8 lambda =  0.3133822 
## Iteration 9 lambda =  0.3133808 
## Iteration 10 lambda =  0.3133805 
## Iteration 11 lambda =  0.3133804 
## Iteration 1 lambda =  0.3226286 
## Iteration 2 lambda =  0.1871543 
## Iteration 3 lambda =  0.1600595 
## Iteration 4 lambda =  0.1546405 
## Iteration 5 lambda =  0.1535567 
## Iteration 6 lambda =  0.15334 
## Iteration 7 lambda =  0.1532966 
## Iteration 8 lambda =  0.1532879 
## Iteration 9 lambda =  0.1532862 
## Iteration 10 lambda =  0.1532858 
## Iteration 11 lambda =  0.1532858 
## Iteration 1 lambda =  0.3928126 
## Iteration 2 lambda =  0.2713751 
## Iteration 3 lambda =  0.2470876 
## Iteration 4 lambda =  0.2422301 
## Iteration 5 lambda =  0.2412586 
## Iteration 6 lambda =  0.2410643 
## Iteration 7 lambda =  0.2410254 
## Iteration 8 lambda =  0.2410177 
## Iteration 9 lambda =  0.2410161 
## Iteration 10 lambda =  0.2410158 
## Iteration 11 lambda =  0.2410157 
## Iteration 1 lambda =  0.4361221 
## Iteration 2 lambda =  0.3233465 
## Iteration 3 lambda =  0.3007914 
## Iteration 4 lambda =  0.2962803 
## Iteration 5 lambda =  0.2953781 
## Iteration 6 lambda =  0.2951977 
## Iteration 7 lambda =  0.2951616 
## Iteration 8 lambda =  0.2951544 
## Iteration 9 lambda =  0.2951529 
## Iteration 10 lambda =  0.2951527 
## Iteration 11 lambda =  0.2951526 
## Iteration 1 lambda =  0.3282483 
## Iteration 2 lambda =  0.193898 
## Iteration 3 lambda =  0.1670279 
## Iteration 4 lambda =  0.1616539 
## Iteration 5 lambda =  0.1605791 
## Iteration 6 lambda =  0.1603641 
## Iteration 7 lambda =  0.1603211 
## Iteration 8 lambda =  0.1603125 
## Iteration 9 lambda =  0.1603108 
## Iteration 10 lambda =  0.1603105 
## Iteration 11 lambda =  0.1603104 
## Iteration 1 lambda =  0.4145321 
## Iteration 2 lambda =  0.2974385 
## Iteration 3 lambda =  0.2740197 
## Iteration 4 lambda =  0.269336 
## Iteration 5 lambda =  0.2683993 
## Iteration 6 lambda =  0.2682119 
## Iteration 7 lambda =  0.2681744 
## Iteration 8 lambda =  0.2681669 
## Iteration 9 lambda =  0.2681654 
## Iteration 10 lambda =  0.2681651 
## Iteration 11 lambda =  0.2681651 
## Iteration 1 lambda =  0.3909801 
## Iteration 2 lambda =  0.2691761 
## Iteration 3 lambda =  0.2448153 
## Iteration 4 lambda =  0.2399431 
## Iteration 5 lambda =  0.2389687 
## Iteration 6 lambda =  0.2387738 
## Iteration 7 lambda =  0.2387348 
## Iteration 8 lambda =  0.238727 
## Iteration 9 lambda =  0.2387255 
## Iteration 10 lambda =  0.2387252 
## Iteration 11 lambda =  0.2387251 
## Iteration 1 lambda =  0.3084064 
## Iteration 2 lambda =  0.1700876 
## Iteration 3 lambda =  0.1424239 
## Iteration 4 lambda =  0.1368912 
## Iteration 5 lambda =  0.1357846 
## Iteration 6 lambda =  0.1355633 
## Iteration 7 lambda =  0.135519 
## Iteration 8 lambda =  0.1355102 
## Iteration 9 lambda =  0.1355084 
## Iteration 10 lambda =  0.1355081 
## Iteration 11 lambda =  0.135508 
## Iteration 1 lambda =  0.341627 
## Iteration 2 lambda =  0.2099524 
## Iteration 3 lambda =  0.1836174 
## Iteration 4 lambda =  0.1783505 
## Iteration 5 lambda =  0.1772971 
## Iteration 6 lambda =  0.1770864 
## Iteration 7 lambda =  0.1770442 
## Iteration 8 lambda =  0.1770358 
## Iteration 9 lambda =  0.1770341 
## Iteration 10 lambda =  0.1770338 
## Iteration 11 lambda =  0.1770337 
## Iteration 1 lambda =  0.2956976 
## Iteration 2 lambda =  0.1548371 
## Iteration 3 lambda =  0.126665 
## Iteration 4 lambda =  0.1210306 
## Iteration 5 lambda =  0.1199037 
## Iteration 6 lambda =  0.1196783 
## Iteration 7 lambda =  0.1196332 
## Iteration 8 lambda =  0.1196242 
## Iteration 9 lambda =  0.1196224 
## Iteration 10 lambda =  0.1196221 
## Iteration 11 lambda =  0.119622 
## Iteration 1 lambda =  0.415062 
## Iteration 2 lambda =  0.2980744 
## Iteration 3 lambda =  0.2746769 
## Iteration 4 lambda =  0.2699974 
## Iteration 5 lambda =  0.2690615 
## Iteration 6 lambda =  0.2688743 
## Iteration 7 lambda =  0.2688369 
## Iteration 8 lambda =  0.2688294 
## Iteration 9 lambda =  0.2688279 
## Iteration 10 lambda =  0.2688276 
## Iteration 11 lambda =  0.2688276 
## Iteration 1 lambda =  0.3290576 
## Iteration 2 lambda =  0.1948691 
## Iteration 3 lambda =  0.1680314 
## Iteration 4 lambda =  0.1626639 
## Iteration 5 lambda =  0.1615904 
## Iteration 6 lambda =  0.1613757 
## Iteration 7 lambda =  0.1613327 
## Iteration 8 lambda =  0.1613242 
## Iteration 9 lambda =  0.1613224 
## Iteration 10 lambda =  0.1613221 
## Iteration 11 lambda =  0.161322 
## Iteration 1 lambda =  0.3967375 
## Iteration 2 lambda =  0.276085 
## Iteration 3 lambda =  0.2519545 
## Iteration 4 lambda =  0.2471284 
## Iteration 5 lambda =  0.2461632 
## Iteration 6 lambda =  0.2459702 
## Iteration 7 lambda =  0.2459315 
## Iteration 8 lambda =  0.2459238 
## Iteration 9 lambda =  0.2459223 
## Iteration 10 lambda =  0.245922 
## Iteration 11 lambda =  0.2459219 
## Iteration 1 lambda =  0.2987996 
## Iteration 2 lambda =  0.1585595 
## Iteration 3 lambda =  0.1305115 
## Iteration 4 lambda =  0.1249019 
## Iteration 5 lambda =  0.12378 
## Iteration 6 lambda =  0.1235556 
## Iteration 7 lambda =  0.1235107 
## Iteration 8 lambda =  0.1235018 
## Iteration 9 lambda =  0.1235 
## Iteration 10 lambda =  0.1234996 
## Iteration 11 lambda =  0.1234995 
## Iteration 1 lambda =  0.3054102 
## Iteration 2 lambda =  0.1664923 
## Iteration 3 lambda =  0.1387087 
## Iteration 4 lambda =  0.133152 
## Iteration 5 lambda =  0.1320406 
## Iteration 6 lambda =  0.1318183 
## Iteration 7 lambda =  0.1317739 
## Iteration 8 lambda =  0.131765 
## Iteration 9 lambda =  0.1317632 
## Iteration 10 lambda =  0.1317629 
## Iteration 11 lambda =  0.1317628 
## Iteration 1 lambda =  0.3857962 
## Iteration 2 lambda =  0.2629555 
## Iteration 3 lambda =  0.2383873 
## Iteration 4 lambda =  0.2334737 
## Iteration 5 lambda =  0.232491 
## Iteration 6 lambda =  0.2322944 
## Iteration 7 lambda =  0.2322551 
## Iteration 8 lambda =  0.2322473 
## Iteration 9 lambda =  0.2322457 
## Iteration 10 lambda =  0.2322454 
## Iteration 11 lambda =  0.2322453 
## Iteration 1 lambda =  0.3921939 
## Iteration 2 lambda =  0.2706327 
## Iteration 3 lambda =  0.2463204 
## Iteration 4 lambda =  0.241458 
## Iteration 5 lambda =  0.2404855 
## Iteration 6 lambda =  0.240291 
## Iteration 7 lambda =  0.2402521 
## Iteration 8 lambda =  0.2402443 
## Iteration 9 lambda =  0.2402427 
## Iteration 10 lambda =  0.2402424 
## Iteration 11 lambda =  0.2402424 
## Iteration 1 lambda =  0.3872846 
## Iteration 2 lambda =  0.2647415 
## Iteration 3 lambda =  0.2402329 
## Iteration 4 lambda =  0.2353312 
## Iteration 5 lambda =  0.2343508 
## Iteration 6 lambda =  0.2341548 
## Iteration 7 lambda =  0.2341156 
## Iteration 8 lambda =  0.2341077 
## Iteration 9 lambda =  0.2341061 
## Iteration 10 lambda =  0.2341058 
## Iteration 11 lambda =  0.2341058 
## Iteration 1 lambda =  0.3161765 
## Iteration 2 lambda =  0.1794118 
## Iteration 3 lambda =  0.1520588 
## Iteration 4 lambda =  0.1465883 
## Iteration 5 lambda =  0.1454941 
## Iteration 6 lambda =  0.1452753 
## Iteration 7 lambda =  0.1452316 
## Iteration 8 lambda =  0.1452228 
## Iteration 9 lambda =  0.1452211 
## Iteration 10 lambda =  0.1452207 
## Iteration 11 lambda =  0.1452206 
## Iteration 1 lambda =  0.3848368 
## Iteration 2 lambda =  0.2618042 
## Iteration 3 lambda =  0.2371976 
## Iteration 4 lambda =  0.2322763 
## Iteration 5 lambda =  0.2312921 
## Iteration 6 lambda =  0.2310952 
## Iteration 7 lambda =  0.2310558 
## Iteration 8 lambda =  0.231048 
## Iteration 9 lambda =  0.2310464 
## Iteration 10 lambda =  0.2310461 
## Iteration 11 lambda =  0.231046 
## Iteration 1 lambda =  0.3335496 
## Iteration 2 lambda =  0.2002595 
## Iteration 3 lambda =  0.1736015 
## Iteration 4 lambda =  0.1682699 
## Iteration 5 lambda =  0.1672036 
## Iteration 6 lambda =  0.1669903 
## Iteration 7 lambda =  0.1669476 
## Iteration 8 lambda =  0.1669391 
## Iteration 9 lambda =  0.1669374 
## Iteration 10 lambda =  0.1669371 
## Iteration 11 lambda =  0.166937 
## Iteration 1 lambda =  0.3374123 
## Iteration 2 lambda =  0.2048947 
## Iteration 3 lambda =  0.1783912 
## Iteration 4 lambda =  0.1730905 
## Iteration 5 lambda =  0.1720304 
## Iteration 6 lambda =  0.1718183 
## Iteration 7 lambda =  0.1717759 
## Iteration 8 lambda =  0.1717674 
## Iteration 9 lambda =  0.1717657 
## Iteration 10 lambda =  0.1717654 
## Iteration 11 lambda =  0.1717653 
## Iteration 1 lambda =  0.3940391 
## Iteration 2 lambda =  0.2728469 
## Iteration 3 lambda =  0.2486085 
## Iteration 4 lambda =  0.2437608 
## Iteration 5 lambda =  0.2427912 
## Iteration 6 lambda =  0.2425973 
## Iteration 7 lambda =  0.2425585 
## Iteration 8 lambda =  0.2425508 
## Iteration 9 lambda =  0.2425492 
## Iteration 10 lambda =  0.2425489 
## Iteration 11 lambda =  0.2425489 
## Iteration 1 lambda =  0.3593056 
## Iteration 2 lambda =  0.2311667 
## Iteration 3 lambda =  0.2055389 
## Iteration 4 lambda =  0.2004134 
## Iteration 5 lambda =  0.1993883 
## Iteration 6 lambda =  0.1991832 
## Iteration 7 lambda =  0.1991422 
## Iteration 8 lambda =  0.199134 
## Iteration 9 lambda =  0.1991324 
## Iteration 10 lambda =  0.1991321 
## Iteration 11 lambda =  0.199132 
## Iteration 1 lambda =  0.3789118 
## Iteration 2 lambda =  0.2546941 
## Iteration 3 lambda =  0.2298506 
## Iteration 4 lambda =  0.2248819 
## Iteration 5 lambda =  0.2238882 
## Iteration 6 lambda =  0.2236894 
## Iteration 7 lambda =  0.2236497 
## Iteration 8 lambda =  0.2236417 
## Iteration 9 lambda =  0.2236401 
## Iteration 10 lambda =  0.2236398 
## Iteration 11 lambda =  0.2236398 
## Iteration 1 lambda =  0.394138 
## Iteration 2 lambda =  0.2729655 
## Iteration 3 lambda =  0.2487311 
## Iteration 4 lambda =  0.2438842 
## Iteration 5 lambda =  0.2429148 
## Iteration 6 lambda =  0.2427209 
## Iteration 7 lambda =  0.2426821 
## Iteration 8 lambda =  0.2426744 
## Iteration 9 lambda =  0.2426728 
## Iteration 10 lambda =  0.2426725 
## Iteration 11 lambda =  0.2426725 
## Iteration 1 lambda =  0.3506993 
## Iteration 2 lambda =  0.2208392 
## Iteration 3 lambda =  0.1948672 
## Iteration 4 lambda =  0.1896728 
## Iteration 5 lambda =  0.1886339 
## Iteration 6 lambda =  0.1884261 
## Iteration 7 lambda =  0.1883846 
## Iteration 8 lambda =  0.1883763 
## Iteration 9 lambda =  0.1883746 
## Iteration 10 lambda =  0.1883743 
## Iteration 11 lambda =  0.1883742 
## Iteration 1 lambda =  0.3129447 
## Iteration 2 lambda =  0.1755336 
## Iteration 3 lambda =  0.1480514 
## Iteration 4 lambda =  0.1425549 
## Iteration 5 lambda =  0.1414556 
## Iteration 6 lambda =  0.1412358 
## Iteration 7 lambda =  0.1411918 
## Iteration 8 lambda =  0.141183 
## Iteration 9 lambda =  0.1411813 
## Iteration 10 lambda =  0.1411809 
## Iteration 11 lambda =  0.1411808 
## Iteration 1 lambda =  0.4269137 
## Iteration 2 lambda =  0.3122964 
## Iteration 3 lambda =  0.289373 
## Iteration 4 lambda =  0.2847883 
## Iteration 5 lambda =  0.2838714 
## Iteration 6 lambda =  0.283688 
## Iteration 7 lambda =  0.2836513 
## Iteration 8 lambda =  0.2836439 
## Iteration 9 lambda =  0.2836425 
## Iteration 10 lambda =  0.2836422 
## Iteration 11 lambda =  0.2836421 
## Iteration 1 lambda =  0.3001505 
## Iteration 2 lambda =  0.1601806 
## Iteration 3 lambda =  0.1321867 
## Iteration 4 lambda =  0.1265879 
## Iteration 5 lambda =  0.1254681 
## Iteration 6 lambda =  0.1252442 
## Iteration 7 lambda =  0.1251994 
## Iteration 8 lambda =  0.1251904 
## Iteration 9 lambda =  0.1251886 
## Iteration 10 lambda =  0.1251883 
## Iteration 11 lambda =  0.1251882 
## Iteration 1 lambda =  0.3586321 
## Iteration 2 lambda =  0.2303585 
## Iteration 3 lambda =  0.2047038 
## Iteration 4 lambda =  0.1995729 
## Iteration 5 lambda =  0.1985467 
## Iteration 6 lambda =  0.1983414 
## Iteration 7 lambda =  0.1983004 
## Iteration 8 lambda =  0.1982922 
## Iteration 9 lambda =  0.1982905 
## Iteration 10 lambda =  0.1982902 
## Iteration 11 lambda =  0.1982902 
## Iteration 1 lambda =  0.3512718 
## Iteration 2 lambda =  0.2215261 
## Iteration 3 lambda =  0.195577 
## Iteration 4 lambda =  0.1903872 
## Iteration 5 lambda =  0.1893492 
## Iteration 6 lambda =  0.1891416 
## Iteration 7 lambda =  0.1891001 
## Iteration 8 lambda =  0.1890918 
## Iteration 9 lambda =  0.1890901 
## Iteration 10 lambda =  0.1890898 
## Iteration 11 lambda =  0.1890897 
## Iteration 1 lambda =  0.3372354 
## Iteration 2 lambda =  0.2046824 
## Iteration 3 lambda =  0.1781719 
## Iteration 4 lambda =  0.1728697 
## Iteration 5 lambda =  0.1718093 
## Iteration 6 lambda =  0.1715972 
## Iteration 7 lambda =  0.1715548 
## Iteration 8 lambda =  0.1715463 
## Iteration 9 lambda =  0.1715446 
## Iteration 10 lambda =  0.1715443 
## Iteration 11 lambda =  0.1715442 
## Iteration 1 lambda =  0.3275915 
## Iteration 2 lambda =  0.1931097 
## Iteration 3 lambda =  0.1662134 
## Iteration 4 lambda =  0.1608341 
## Iteration 5 lambda =  0.1597583 
## Iteration 6 lambda =  0.1595431 
## Iteration 7 lambda =  0.1595001 
## Iteration 8 lambda =  0.1594915 
## Iteration 9 lambda =  0.1594897 
## Iteration 10 lambda =  0.1594894 
## Iteration 11 lambda =  0.1594893 
## Iteration 1 lambda =  0.3741677 
## Iteration 2 lambda =  0.2490013 
## Iteration 3 lambda =  0.223968 
## Iteration 4 lambda =  0.2189613 
## Iteration 5 lambda =  0.21796 
## Iteration 6 lambda =  0.2177597 
## Iteration 7 lambda =  0.2177197 
## Iteration 8 lambda =  0.2177117 
## Iteration 9 lambda =  0.2177101 
## Iteration 10 lambda =  0.2177098 
## Iteration 11 lambda =  0.2177097 
## Iteration 1 lambda =  0.3820665 
## Iteration 2 lambda =  0.2584798 
## Iteration 3 lambda =  0.2337625 
## Iteration 4 lambda =  0.228819 
## Iteration 5 lambda =  0.2278303 
## Iteration 6 lambda =  0.2276326 
## Iteration 7 lambda =  0.227593 
## Iteration 8 lambda =  0.2275851 
## Iteration 9 lambda =  0.2275835 
## Iteration 10 lambda =  0.2275832 
## Iteration 11 lambda =  0.2275832 
## Iteration 1 lambda =  0.2950215 
## Iteration 2 lambda =  0.1540258 
## Iteration 3 lambda =  0.1258266 
## Iteration 4 lambda =  0.1201868 
## Iteration 5 lambda =  0.1190588 
## Iteration 6 lambda =  0.1188333 
## Iteration 7 lambda =  0.1187881 
## Iteration 8 lambda =  0.1187791 
## Iteration 9 lambda =  0.1187773 
## Iteration 10 lambda =  0.1187769 
## Iteration 11 lambda =  0.1187769 
## Iteration 1 lambda =  0.4171522 
## Iteration 2 lambda =  0.3005827 
## Iteration 3 lambda =  0.2772688 
## Iteration 4 lambda =  0.272606 
## Iteration 5 lambda =  0.2716734 
## Iteration 6 lambda =  0.2714869 
## Iteration 7 lambda =  0.2714496 
## Iteration 8 lambda =  0.2714422 
## Iteration 9 lambda =  0.2714407 
## Iteration 10 lambda =  0.2714404 
## Iteration 11 lambda =  0.2714403 
## Iteration 1 lambda =  0.4088636 
## Iteration 2 lambda =  0.2906363 
## Iteration 3 lambda =  0.2669909 
## Iteration 4 lambda =  0.2622618 
## Iteration 5 lambda =  0.261316 
## Iteration 6 lambda =  0.2611268 
## Iteration 7 lambda =  0.261089 
## Iteration 8 lambda =  0.2610814 
## Iteration 9 lambda =  0.2610799 
## Iteration 10 lambda =  0.2610796 
## Iteration 11 lambda =  0.2610795 
## Iteration 1 lambda =  0.3723068 
## Iteration 2 lambda =  0.2467682 
## Iteration 3 lambda =  0.2216604 
## Iteration 4 lambda =  0.2166389 
## Iteration 5 lambda =  0.2156346 
## Iteration 6 lambda =  0.2154337 
## Iteration 7 lambda =  0.2153935 
## Iteration 8 lambda =  0.2153855 
## Iteration 9 lambda =  0.2153839 
## Iteration 10 lambda =  0.2153836 
## Iteration 11 lambda =  0.2153835 
## Iteration 1 lambda =  0.3112211 
## Iteration 2 lambda =  0.1734653 
## Iteration 3 lambda =  0.1459142 
## Iteration 4 lambda =  0.1404039 
## Iteration 5 lambda =  0.1393019 
## Iteration 6 lambda =  0.1390815 
## Iteration 7 lambda =  0.1390374 
## Iteration 8 lambda =  0.1390286 
## Iteration 9 lambda =  0.1390268 
## Iteration 10 lambda =  0.1390265 
## Iteration 11 lambda =  0.1390264 
## Iteration 1 lambda =  0.4190537 
## Iteration 2 lambda =  0.3028644 
## Iteration 3 lambda =  0.2796266 
## Iteration 4 lambda =  0.274979 
## Iteration 5 lambda =  0.2740495 
## Iteration 6 lambda =  0.2738636 
## Iteration 7 lambda =  0.2738264 
## Iteration 8 lambda =  0.273819 
## Iteration 9 lambda =  0.2738175 
## Iteration 10 lambda =  0.2738172 
## Iteration 11 lambda =  0.2738171 
## Iteration 1 lambda =  0.3442325 
## Iteration 2 lambda =  0.213079 
## Iteration 3 lambda =  0.1868483 
## Iteration 4 lambda =  0.1816022 
## Iteration 5 lambda =  0.180553 
## Iteration 6 lambda =  0.1803431 
## Iteration 7 lambda =  0.1803011 
## Iteration 8 lambda =  0.1802927 
## Iteration 9 lambda =  0.1802911 
## Iteration 10 lambda =  0.1802907 
## Iteration 11 lambda =  0.1802907 
## Iteration 1 lambda =  0.3022157 
## Iteration 2 lambda =  0.1626589 
## Iteration 3 lambda =  0.1347475 
## Iteration 4 lambda =  0.1291652 
## Iteration 5 lambda =  0.1280488 
## Iteration 6 lambda =  0.1278255 
## Iteration 7 lambda =  0.1277808 
## Iteration 8 lambda =  0.1277719 
## Iteration 9 lambda =  0.1277701 
## Iteration 10 lambda =  0.1277697 
## Iteration 11 lambda =  0.1277697 
## Iteration 1 lambda =  0.3555158 
## Iteration 2 lambda =  0.226619 
## Iteration 3 lambda =  0.2008396 
## Iteration 4 lambda =  0.1956837 
## Iteration 5 lambda =  0.1946525 
## Iteration 6 lambda =  0.1944463 
## Iteration 7 lambda =  0.1944051 
## Iteration 8 lambda =  0.1943968 
## Iteration 9 lambda =  0.1943952 
## Iteration 10 lambda =  0.1943948 
## Iteration 11 lambda =  0.1943948 
## Iteration 1 lambda =  0.4033201 
## Iteration 2 lambda =  0.2839841 
## Iteration 3 lambda =  0.2601169 
## Iteration 4 lambda =  0.2553435 
## Iteration 5 lambda =  0.2543888 
## Iteration 6 lambda =  0.2541979 
## Iteration 7 lambda =  0.2541597 
## Iteration 8 lambda =  0.254152 
## Iteration 9 lambda =  0.2541505 
## Iteration 10 lambda =  0.2541502 
## Iteration 11 lambda =  0.2541501 
## Iteration 1 lambda =  0.4298707 
## Iteration 2 lambda =  0.3158449 
## Iteration 3 lambda =  0.2930397 
## Iteration 4 lambda =  0.2884786 
## Iteration 5 lambda =  0.2875664 
## Iteration 6 lambda =  0.287384 
## Iteration 7 lambda =  0.2873475 
## Iteration 8 lambda =  0.2873402 
## Iteration 9 lambda =  0.2873388 
## Iteration 10 lambda =  0.2873385 
## Iteration 11 lambda =  0.2873384 
## Iteration 1 lambda =  0.420212 
## Iteration 2 lambda =  0.3042544 
## Iteration 3 lambda =  0.2810629 
## Iteration 4 lambda =  0.2764246 
## Iteration 5 lambda =  0.275497 
## Iteration 6 lambda =  0.2753114 
## Iteration 7 lambda =  0.2752743 
## Iteration 8 lambda =  0.2752669 
## Iteration 9 lambda =  0.2752654 
## Iteration 10 lambda =  0.2752651 
## Iteration 11 lambda =  0.2752651 
## Iteration 1 lambda =  0.3480966 
## Iteration 2 lambda =  0.2177159 
## Iteration 3 lambda =  0.1916398 
## Iteration 4 lambda =  0.1864246 
## Iteration 5 lambda =  0.1853815 
## Iteration 6 lambda =  0.1851729 
## Iteration 7 lambda =  0.1851312 
## Iteration 8 lambda =  0.1851229 
## Iteration 9 lambda =  0.1851212 
## Iteration 10 lambda =  0.1851209 
## Iteration 11 lambda =  0.1851208 
## Iteration 1 lambda =  0.3850338 
## Iteration 2 lambda =  0.2620406 
## Iteration 3 lambda =  0.2374419 
## Iteration 4 lambda =  0.2325222 
## Iteration 5 lambda =  0.2315382 
## Iteration 6 lambda =  0.2313414 
## Iteration 7 lambda =  0.2313021 
## Iteration 8 lambda =  0.2312942 
## Iteration 9 lambda =  0.2312926 
## Iteration 10 lambda =  0.2312923 
## Iteration 11 lambda =  0.2312923 
## Iteration 1 lambda =  0.3604698 
## Iteration 2 lambda =  0.2325638 
## Iteration 3 lambda =  0.2069826 
## Iteration 4 lambda =  0.2018663 
## Iteration 5 lambda =  0.2008431 
## Iteration 6 lambda =  0.2006385 
## Iteration 7 lambda =  0.2005975 
## Iteration 8 lambda =  0.2005893 
## Iteration 9 lambda =  0.2005877 
## Iteration 10 lambda =  0.2005874 
## Iteration 11 lambda =  0.2005873 
## Iteration 1 lambda =  0.3877226 
## Iteration 2 lambda =  0.2652672 
## Iteration 3 lambda =  0.2407761 
## Iteration 4 lambda =  0.2358778 
## Iteration 5 lambda =  0.2348982 
## Iteration 6 lambda =  0.2347023 
## Iteration 7 lambda =  0.2346631 
## Iteration 8 lambda =  0.2346552 
## Iteration 9 lambda =  0.2346537 
## Iteration 10 lambda =  0.2346534 
## Iteration 11 lambda =  0.2346533 
## Iteration 1 lambda =  0.3883571 
## Iteration 2 lambda =  0.2660285 
## Iteration 3 lambda =  0.2415627 
## Iteration 4 lambda =  0.2366696 
## Iteration 5 lambda =  0.235691 
## Iteration 6 lambda =  0.2354952 
## Iteration 7 lambda =  0.2354561 
## Iteration 8 lambda =  0.2354483 
## Iteration 9 lambda =  0.2354467 
## Iteration 10 lambda =  0.2354464 
## Iteration 11 lambda =  0.2354463 
## Iteration 1 lambda =  0.3381967 
## Iteration 2 lambda =  0.205836 
## Iteration 3 lambda =  0.1793639 
## Iteration 4 lambda =  0.1740695 
## Iteration 5 lambda =  0.1730106 
## Iteration 6 lambda =  0.1727988 
## Iteration 7 lambda =  0.1727564 
## Iteration 8 lambda =  0.172748 
## Iteration 9 lambda =  0.1727463 
## Iteration 10 lambda =  0.1727459 
## Iteration 11 lambda =  0.1727459 
## Iteration 1 lambda =  0.3862524 
## Iteration 2 lambda =  0.2635028 
## Iteration 3 lambda =  0.2389529 
## Iteration 4 lambda =  0.234043 
## Iteration 5 lambda =  0.233061 
## Iteration 6 lambda =  0.2328646 
## Iteration 7 lambda =  0.2328253 
## Iteration 8 lambda =  0.2328174 
## Iteration 9 lambda =  0.2328159 
## Iteration 10 lambda =  0.2328155 
## Iteration 11 lambda =  0.2328155 
## Iteration 1 lambda =  0.4007608 
## Iteration 2 lambda =  0.280913 
## Iteration 3 lambda =  0.2569434 
## Iteration 4 lambda =  0.2521495 
## Iteration 5 lambda =  0.2511907 
## Iteration 6 lambda =  0.250999 
## Iteration 7 lambda =  0.2509606 
## Iteration 8 lambda =  0.2509529 
## Iteration 9 lambda =  0.2509514 
## Iteration 10 lambda =  0.2509511 
## Iteration 11 lambda =  0.250951 
## Iteration 1 lambda =  0.3145016 
## Iteration 2 lambda =  0.177402 
## Iteration 3 lambda =  0.149982 
## Iteration 4 lambda =  0.1444981 
## Iteration 5 lambda =  0.1434013 
## Iteration 6 lambda =  0.1431819 
## Iteration 7 lambda =  0.143138 
## Iteration 8 lambda =  0.1431293 
## Iteration 9 lambda =  0.1431275 
## Iteration 10 lambda =  0.1431271 
## Iteration 11 lambda =  0.1431271 
## Iteration 1 lambda =  0.3343406 
## Iteration 2 lambda =  0.2012088 
## Iteration 3 lambda =  0.1745824 
## Iteration 4 lambda =  0.1692571 
## Iteration 5 lambda =  0.1681921 
## Iteration 6 lambda =  0.167979 
## Iteration 7 lambda =  0.1679364 
## Iteration 8 lambda =  0.1679279 
## Iteration 9 lambda =  0.1679262 
## Iteration 10 lambda =  0.1679259 
## Iteration 11 lambda =  0.1679258 
## Iteration 1 lambda =  0.3896214 
## Iteration 2 lambda =  0.2675456 
## Iteration 3 lambda =  0.2431305 
## Iteration 4 lambda =  0.2382475 
## Iteration 5 lambda =  0.2372709 
## Iteration 6 lambda =  0.2370755 
## Iteration 7 lambda =  0.2370365 
## Iteration 8 lambda =  0.2370287 
## Iteration 9 lambda =  0.2370271 
## Iteration 10 lambda =  0.2370268 
## Iteration 11 lambda =  0.2370267 
## Iteration 1 lambda =  0.4042191 
## Iteration 2 lambda =  0.2850629 
## Iteration 3 lambda =  0.2612317 
## Iteration 4 lambda =  0.2564654 
## Iteration 5 lambda =  0.2555122 
## Iteration 6 lambda =  0.2553215 
## Iteration 7 lambda =  0.2552834 
## Iteration 8 lambda =  0.2552758 
## Iteration 9 lambda =  0.2552743 
## Iteration 10 lambda =  0.255274 
## Iteration 11 lambda =  0.2552739 
## Iteration 1 lambda =  0.3348658 
## Iteration 2 lambda =  0.2018389 
## Iteration 3 lambda =  0.1752335 
## Iteration 4 lambda =  0.1699125 
## Iteration 5 lambda =  0.1688482 
## Iteration 6 lambda =  0.1686354 
## Iteration 7 lambda =  0.1685928 
## Iteration 8 lambda =  0.1685843 
## Iteration 9 lambda =  0.1685826 
## Iteration 10 lambda =  0.1685823 
## Iteration 11 lambda =  0.1685822 
## Iteration 1 lambda =  0.4520297 
## Iteration 2 lambda =  0.3424357 
## Iteration 3 lambda =  0.3205169 
## Iteration 4 lambda =  0.3161331 
## Iteration 5 lambda =  0.3152564 
## Iteration 6 lambda =  0.315081 
## Iteration 7 lambda =  0.315046 
## Iteration 8 lambda =  0.3150389 
## Iteration 9 lambda =  0.3150375 
## Iteration 10 lambda =  0.3150373 
## Iteration 11 lambda =  0.3150372 
## Iteration 1 lambda =  0.3339367 
## Iteration 2 lambda =  0.200724 
## Iteration 3 lambda =  0.1740815 
## Iteration 4 lambda =  0.168753 
## Iteration 5 lambda =  0.1676873 
## Iteration 6 lambda =  0.1674742 
## Iteration 7 lambda =  0.1674315 
## Iteration 8 lambda =  0.167423 
## Iteration 9 lambda =  0.1674213 
## Iteration 10 lambda =  0.167421 
## Iteration 11 lambda =  0.1674209 
## Iteration 1 lambda =  0.3611713 
## Iteration 2 lambda =  0.2334056 
## Iteration 3 lambda =  0.2078524 
## Iteration 4 lambda =  0.2027418 
## Iteration 5 lambda =  0.2017197 
## Iteration 6 lambda =  0.2015153 
## Iteration 7 lambda =  0.2014744 
## Iteration 8 lambda =  0.2014662 
## Iteration 9 lambda =  0.2014646 
## Iteration 10 lambda =  0.2014642 
## Iteration 11 lambda =  0.2014642 
## Iteration 1 lambda =  0.3801747 
## Iteration 2 lambda =  0.2562096 
## Iteration 3 lambda =  0.2314166 
## Iteration 4 lambda =  0.226458 
## Iteration 5 lambda =  0.2254663 
## Iteration 6 lambda =  0.2252679 
## Iteration 7 lambda =  0.2252283 
## Iteration 8 lambda =  0.2252203 
## Iteration 9 lambda =  0.2252188 
## Iteration 10 lambda =  0.2252184 
## Iteration 11 lambda =  0.2252184 
## Iteration 1 lambda =  0.464053 
## Iteration 2 lambda =  0.3568636 
## Iteration 3 lambda =  0.3354257 
## Iteration 4 lambda =  0.3311381 
## Iteration 5 lambda =  0.3302806 
## Iteration 6 lambda =  0.3301091 
## Iteration 7 lambda =  0.3300748 
## Iteration 8 lambda =  0.3300679 
## Iteration 9 lambda =  0.3300666 
## Iteration 10 lambda =  0.3300663 
## Iteration 11 lambda =  0.3300662 
## Iteration 1 lambda =  0.3448511 
## Iteration 2 lambda =  0.2138213 
## Iteration 3 lambda =  0.1876153 
## Iteration 4 lambda =  0.1823741 
## Iteration 5 lambda =  0.1813259 
## Iteration 6 lambda =  0.1811162 
## Iteration 7 lambda =  0.1810743 
## Iteration 8 lambda =  0.1810659 
## Iteration 9 lambda =  0.1810642 
## Iteration 10 lambda =  0.1810639 
## Iteration 11 lambda =  0.1810638 
## Iteration 1 lambda =  0.3722035 
## Iteration 2 lambda =  0.2466442 
## Iteration 3 lambda =  0.2215323 
## Iteration 4 lambda =  0.21651 
## Iteration 5 lambda =  0.2155055 
## Iteration 6 lambda =  0.2153046 
## Iteration 7 lambda =  0.2152644 
## Iteration 8 lambda =  0.2152564 
## Iteration 9 lambda =  0.2152548 
## Iteration 10 lambda =  0.2152544 
## Iteration 11 lambda =  0.2152544 
## Iteration 1 lambda =  0.3254695 
## Iteration 2 lambda =  0.1905634 
## Iteration 3 lambda =  0.1635822 
## Iteration 4 lambda =  0.1581859 
## Iteration 5 lambda =  0.1571067 
## Iteration 6 lambda =  0.1568908 
## Iteration 7 lambda =  0.1568476 
## Iteration 8 lambda =  0.156839 
## Iteration 9 lambda =  0.1568373 
## Iteration 10 lambda =  0.1568369 
## Iteration 11 lambda =  0.1568369 
## Iteration 1 lambda =  0.3210176 
## Iteration 2 lambda =  0.1852211 
## Iteration 3 lambda =  0.1580618 
## Iteration 4 lambda =  0.15263 
## Iteration 5 lambda =  0.1515436 
## Iteration 6 lambda =  0.1513263 
## Iteration 7 lambda =  0.1512829 
## Iteration 8 lambda =  0.1512742 
## Iteration 9 lambda =  0.1512724 
## Iteration 10 lambda =  0.1512721 
## Iteration 11 lambda =  0.151272 
## Iteration 1 lambda =  0.2884328 
## Iteration 2 lambda =  0.1461194 
## Iteration 3 lambda =  0.1176567 
## Iteration 4 lambda =  0.1119642 
## Iteration 5 lambda =  0.1108257 
## Iteration 6 lambda =  0.110598 
## Iteration 7 lambda =  0.1105524 
## Iteration 8 lambda =  0.1105433 
## Iteration 9 lambda =  0.1105415 
## Iteration 10 lambda =  0.1105411 
## Iteration 11 lambda =  0.1105411 
## Iteration 1 lambda =  0.3890058 
## Iteration 2 lambda =  0.266807 
## Iteration 3 lambda =  0.2423672 
## Iteration 4 lambda =  0.2374792 
## Iteration 5 lambda =  0.2365016 
## Iteration 6 lambda =  0.2363061 
## Iteration 7 lambda =  0.236267 
## Iteration 8 lambda =  0.2362592 
## Iteration 9 lambda =  0.2362576 
## Iteration 10 lambda =  0.2362573 
## Iteration 11 lambda =  0.2362573 
## Iteration 1 lambda =  0.3530418 
## Iteration 2 lambda =  0.2236502 
## Iteration 3 lambda =  0.1977718 
## Iteration 4 lambda =  0.1925962 
## Iteration 5 lambda =  0.191561 
## Iteration 6 lambda =  0.191354 
## Iteration 7 lambda =  0.1913126 
## Iteration 8 lambda =  0.1913043 
## Iteration 9 lambda =  0.1913027 
## Iteration 10 lambda =  0.1913023 
## Iteration 11 lambda =  0.1913023 
## Iteration 1 lambda =  0.3912975 
## Iteration 2 lambda =  0.269557 
## Iteration 3 lambda =  0.2452089 
## Iteration 4 lambda =  0.2403393 
## Iteration 5 lambda =  0.2393654 
## Iteration 6 lambda =  0.2391706 
## Iteration 7 lambda =  0.2391316 
## Iteration 8 lambda =  0.2391238 
## Iteration 9 lambda =  0.2391223 
## Iteration 10 lambda =  0.239122 
## Iteration 11 lambda =  0.2391219 
## Iteration 1 lambda =  0.4385912 
## Iteration 2 lambda =  0.3263095 
## Iteration 3 lambda =  0.3038531 
## Iteration 4 lambda =  0.2993619 
## Iteration 5 lambda =  0.2984636 
## Iteration 6 lambda =  0.298284 
## Iteration 7 lambda =  0.298248 
## Iteration 8 lambda =  0.2982408 
## Iteration 9 lambda =  0.2982394 
## Iteration 10 lambda =  0.2982391 
## Iteration 11 lambda =  0.2982391 
## Iteration 1 lambda =  0.3957846 
## Iteration 2 lambda =  0.2749415 
## Iteration 3 lambda =  0.2507729 
## Iteration 4 lambda =  0.2459392 
## Iteration 5 lambda =  0.2449724 
## Iteration 6 lambda =  0.2447791 
## Iteration 7 lambda =  0.2447404 
## Iteration 8 lambda =  0.2447327 
## Iteration 9 lambda =  0.2447311 
## Iteration 10 lambda =  0.2447308 
## Iteration 11 lambda =  0.2447307 
## Iteration 1 lambda =  0.3673876 
## Iteration 2 lambda =  0.2408651 
## Iteration 3 lambda =  0.2155606 
## Iteration 4 lambda =  0.2104997 
## Iteration 5 lambda =  0.2094875 
## Iteration 6 lambda =  0.2092851 
## Iteration 7 lambda =  0.2092446 
## Iteration 8 lambda =  0.2092365 
## Iteration 9 lambda =  0.2092349 
## Iteration 10 lambda =  0.2092346 
## Iteration 11 lambda =  0.2092345 
## Iteration 1 lambda =  0.4170229 
## Iteration 2 lambda =  0.3004275 
## Iteration 3 lambda =  0.2771085 
## Iteration 4 lambda =  0.2724446 
## Iteration 5 lambda =  0.2715119 
## Iteration 6 lambda =  0.2713253 
## Iteration 7 lambda =  0.271288 
## Iteration 8 lambda =  0.2712805 
## Iteration 9 lambda =  0.2712791 
## Iteration 10 lambda =  0.2712788 
## Iteration 11 lambda =  0.2712787 
## Iteration 1 lambda =  0.3938691 
## Iteration 2 lambda =  0.2726429 
## Iteration 3 lambda =  0.2483977 
## Iteration 4 lambda =  0.2435486 
## Iteration 5 lambda =  0.2425788 
## Iteration 6 lambda =  0.2423848 
## Iteration 7 lambda =  0.242346 
## Iteration 8 lambda =  0.2423383 
## Iteration 9 lambda =  0.2423367 
## Iteration 10 lambda =  0.2423364 
## Iteration 11 lambda =  0.2423364 
## Iteration 1 lambda =  0.4279311 
## Iteration 2 lambda =  0.3135173 
## Iteration 3 lambda =  0.2906345 
## Iteration 4 lambda =  0.286058 
## Iteration 5 lambda =  0.2851426 
## Iteration 6 lambda =  0.2849596 
## Iteration 7 lambda =  0.284923 
## Iteration 8 lambda =  0.2849156 
## Iteration 9 lambda =  0.2849142 
## Iteration 10 lambda =  0.2849139 
## Iteration 11 lambda =  0.2849138 
## Iteration 1 lambda =  0.4113193 
## Iteration 2 lambda =  0.2935831 
## Iteration 3 lambda =  0.2700359 
## Iteration 4 lambda =  0.2653265 
## Iteration 5 lambda =  0.2643846 
## Iteration 6 lambda =  0.2641962 
## Iteration 7 lambda =  0.2641585 
## Iteration 8 lambda =  0.264151 
## Iteration 9 lambda =  0.2641495 
## Iteration 10 lambda =  0.2641492 
## Iteration 11 lambda =  0.2641491 
## Iteration 1 lambda =  0.319887 
## Iteration 2 lambda =  0.1838645 
## Iteration 3 lambda =  0.1566599 
## Iteration 4 lambda =  0.151219 
## Iteration 5 lambda =  0.1501308 
## Iteration 6 lambda =  0.1499132 
## Iteration 7 lambda =  0.1498697 
## Iteration 8 lambda =  0.149861 
## Iteration 9 lambda =  0.1498592 
## Iteration 10 lambda =  0.1498589 
## Iteration 11 lambda =  0.1498588 
## Iteration 1 lambda =  0.4106328 
## Iteration 2 lambda =  0.2927593 
## Iteration 3 lambda =  0.2691847 
## Iteration 4 lambda =  0.2644697 
## Iteration 5 lambda =  0.2635267 
## Iteration 6 lambda =  0.2633381 
## Iteration 7 lambda =  0.2633004 
## Iteration 8 lambda =  0.2632929 
## Iteration 9 lambda =  0.2632914 
## Iteration 10 lambda =  0.2632911 
## Iteration 11 lambda =  0.263291 
## Iteration 1 lambda =  0.3652282 
## Iteration 2 lambda =  0.2382738 
## Iteration 3 lambda =  0.212883 
## Iteration 4 lambda =  0.2078048 
## Iteration 5 lambda =  0.2067892 
## Iteration 6 lambda =  0.206586 
## Iteration 7 lambda =  0.2065454 
## Iteration 8 lambda =  0.2065373 
## Iteration 9 lambda =  0.2065356 
## Iteration 10 lambda =  0.2065353 
## Iteration 11 lambda =  0.2065353 
## Iteration 1 lambda =  0.3536375 
## Iteration 2 lambda =  0.224365 
## Iteration 3 lambda =  0.1985105 
## Iteration 4 lambda =  0.1933396 
## Iteration 5 lambda =  0.1923054 
## Iteration 6 lambda =  0.1920985 
## Iteration 7 lambda =  0.1920572 
## Iteration 8 lambda =  0.1920489 
## Iteration 9 lambda =  0.1920472 
## Iteration 10 lambda =  0.1920469 
## Iteration 11 lambda =  0.1920468 
## Iteration 1 lambda =  0.2996454 
## Iteration 2 lambda =  0.1595745 
## Iteration 3 lambda =  0.1315603 
## Iteration 4 lambda =  0.1259574 
## Iteration 5 lambda =  0.1248369 
## Iteration 6 lambda =  0.1246128 
## Iteration 7 lambda =  0.1245679 
## Iteration 8 lambda =  0.124559 
## Iteration 9 lambda =  0.1245572 
## Iteration 10 lambda =  0.1245568 
## Iteration 11 lambda =  0.1245567 
## Iteration 1 lambda =  0.3802458 
## Iteration 2 lambda =  0.2562949 
## Iteration 3 lambda =  0.2315047 
## Iteration 4 lambda =  0.2265467 
## Iteration 5 lambda =  0.2255551 
## Iteration 6 lambda =  0.2253568 
## Iteration 7 lambda =  0.2253171 
## Iteration 8 lambda =  0.2253092 
## Iteration 9 lambda =  0.2253076 
## Iteration 10 lambda =  0.2253073 
## Iteration 11 lambda =  0.2253072 
## Iteration 1 lambda =  0.3733433 
## Iteration 2 lambda =  0.2480119 
## Iteration 3 lambda =  0.2229456 
## Iteration 4 lambda =  0.2179324 
## Iteration 5 lambda =  0.2169297 
## Iteration 6 lambda =  0.2167292 
## Iteration 7 lambda =  0.2166891 
## Iteration 8 lambda =  0.2166811 
## Iteration 9 lambda =  0.2166795 
## Iteration 10 lambda =  0.2166791 
## Iteration 11 lambda =  0.2166791 
## Iteration 1 lambda =  0.4367674 
## Iteration 2 lambda =  0.3241209 
## Iteration 3 lambda =  0.3015916 
## Iteration 4 lambda =  0.2970857 
## Iteration 5 lambda =  0.2961845 
## Iteration 6 lambda =  0.2960043 
## Iteration 7 lambda =  0.2959682 
## Iteration 8 lambda =  0.295961 
## Iteration 9 lambda =  0.2959596 
## Iteration 10 lambda =  0.2959593 
## Iteration 11 lambda =  0.2959593 
## Iteration 1 lambda =  0.377304 
## Iteration 2 lambda =  0.2527649 
## Iteration 3 lambda =  0.227857 
## Iteration 4 lambda =  0.2228754 
## Iteration 5 lambda =  0.2218791 
## Iteration 6 lambda =  0.2216799 
## Iteration 7 lambda =  0.22164 
## Iteration 8 lambda =  0.2216321 
## Iteration 9 lambda =  0.2216305 
## Iteration 10 lambda =  0.2216301 
## Iteration 11 lambda =  0.2216301 
## Iteration 1 lambda =  0.3585198 
## Iteration 2 lambda =  0.2302238 
## Iteration 3 lambda =  0.2045646 
## Iteration 4 lambda =  0.1994327 
## Iteration 5 lambda =  0.1984064 
## Iteration 6 lambda =  0.1982011 
## Iteration 7 lambda =  0.1981601 
## Iteration 8 lambda =  0.1981518 
## Iteration 9 lambda =  0.1981502 
## Iteration 10 lambda =  0.1981499 
## Iteration 11 lambda =  0.1981498 
## Iteration 1 lambda =  0.3234077 
## Iteration 2 lambda =  0.1880892 
## Iteration 3 lambda =  0.1610255 
## Iteration 4 lambda =  0.1556128 
## Iteration 5 lambda =  0.1545302 
## Iteration 6 lambda =  0.1543137 
## Iteration 7 lambda =  0.1542704 
## Iteration 8 lambda =  0.1542618 
## Iteration 9 lambda =  0.15426 
## Iteration 10 lambda =  0.1542597 
## Iteration 11 lambda =  0.1542596 
## Iteration 1 lambda =  0.3566943 
## Iteration 2 lambda =  0.2280332 
## Iteration 3 lambda =  0.2023009 
## Iteration 4 lambda =  0.1971545 
## Iteration 5 lambda =  0.1961252 
## Iteration 6 lambda =  0.1959193 
## Iteration 7 lambda =  0.1958782 
## Iteration 8 lambda =  0.1958699 
## Iteration 9 lambda =  0.1958683 
## Iteration 10 lambda =  0.195868 
## Iteration 11 lambda =  0.1958679 
## Iteration 1 lambda =  0.4120577 
## Iteration 2 lambda =  0.2944692 
## Iteration 3 lambda =  0.2709515 
## Iteration 4 lambda =  0.266248 
## Iteration 5 lambda =  0.2653073 
## Iteration 6 lambda =  0.2651191 
## Iteration 7 lambda =  0.2650815 
## Iteration 8 lambda =  0.265074 
## Iteration 9 lambda =  0.2650725 
## Iteration 10 lambda =  0.2650722 
## Iteration 11 lambda =  0.2650721 
## Iteration 1 lambda =  0.3939619 
## Iteration 2 lambda =  0.2727543 
## Iteration 3 lambda =  0.2485127 
## Iteration 4 lambda =  0.2436644 
## Iteration 5 lambda =  0.2426948 
## Iteration 6 lambda =  0.2425008 
## Iteration 7 lambda =  0.2424621 
## Iteration 8 lambda =  0.2424543 
## Iteration 9 lambda =  0.2424527 
## Iteration 10 lambda =  0.2424524 
## Iteration 11 lambda =  0.2424524 
## Iteration 1 lambda =  0.355225 
## Iteration 2 lambda =  0.22627 
## Iteration 3 lambda =  0.200479 
## Iteration 4 lambda =  0.1953208 
## Iteration 5 lambda =  0.1942892 
## Iteration 6 lambda =  0.1940829 
## Iteration 7 lambda =  0.1940416 
## Iteration 8 lambda =  0.1940333 
## Iteration 9 lambda =  0.1940317 
## Iteration 10 lambda =  0.1940314 
## Iteration 11 lambda =  0.1940313 
## Iteration 1 lambda =  0.364203 
## Iteration 2 lambda =  0.2370437 
## Iteration 3 lambda =  0.2116118 
## Iteration 4 lambda =  0.2065254 
## Iteration 5 lambda =  0.2055081 
## Iteration 6 lambda =  0.2053047 
## Iteration 7 lambda =  0.205264 
## Iteration 8 lambda =  0.2052558 
## Iteration 9 lambda =  0.2052542 
## Iteration 10 lambda =  0.2052539 
## Iteration 11 lambda =  0.2052538 
## Iteration 1 lambda =  0.3812536 
## Iteration 2 lambda =  0.2575043 
## Iteration 3 lambda =  0.2327544 
## Iteration 4 lambda =  0.2278045 
## Iteration 5 lambda =  0.2268145 
## Iteration 6 lambda =  0.2266165 
## Iteration 7 lambda =  0.2265769 
## Iteration 8 lambda =  0.2265689 
## Iteration 9 lambda =  0.2265674 
## Iteration 10 lambda =  0.226567 
## Iteration 11 lambda =  0.226567 
## Iteration 1 lambda =  0.3499312 
## Iteration 2 lambda =  0.2199175 
## Iteration 3 lambda =  0.1939147 
## Iteration 4 lambda =  0.1887142 
## Iteration 5 lambda =  0.1876741 
## Iteration 6 lambda =  0.187466 
## Iteration 7 lambda =  0.1874244 
## Iteration 8 lambda =  0.1874161 
## Iteration 9 lambda =  0.1874145 
## Iteration 10 lambda =  0.1874141 
## Iteration 11 lambda =  0.1874141 
## Iteration 1 lambda =  0.3004553 
## Iteration 2 lambda =  0.1605463 
## Iteration 3 lambda =  0.1325645 
## Iteration 4 lambda =  0.1269682 
## Iteration 5 lambda =  0.1258489 
## Iteration 6 lambda =  0.1256251 
## Iteration 7 lambda =  0.1255803 
## Iteration 8 lambda =  0.1255713 
## Iteration 9 lambda =  0.1255695 
## Iteration 10 lambda =  0.1255692 
## Iteration 11 lambda =  0.1255691 
## Iteration 1 lambda =  0.349923 
## Iteration 2 lambda =  0.2199076 
## Iteration 3 lambda =  0.1939045 
## Iteration 4 lambda =  0.1887039 
## Iteration 5 lambda =  0.1876638 
## Iteration 6 lambda =  0.1874557 
## Iteration 7 lambda =  0.1874141 
## Iteration 8 lambda =  0.1874058 
## Iteration 9 lambda =  0.1874042 
## Iteration 10 lambda =  0.1874038 
## Iteration 11 lambda =  0.1874038 
## Iteration 1 lambda =  0.4244018 
## Iteration 2 lambda =  0.3092821 
## Iteration 3 lambda =  0.2862582 
## Iteration 4 lambda =  0.2816534 
## Iteration 5 lambda =  0.2807324 
## Iteration 6 lambda =  0.2805483 
## Iteration 7 lambda =  0.2805114 
## Iteration 8 lambda =  0.2805041 
## Iteration 9 lambda =  0.2805026 
## Iteration 10 lambda =  0.2805023 
## Iteration 11 lambda =  0.2805022 
## Iteration 1 lambda =  0.3420317 
## Iteration 2 lambda =  0.2104381 
## Iteration 3 lambda =  0.1841193 
## Iteration 4 lambda =  0.1788556 
## Iteration 5 lambda =  0.1778029 
## Iteration 6 lambda =  0.1775923 
## Iteration 7 lambda =  0.1775502 
## Iteration 8 lambda =  0.1775418 
## Iteration 9 lambda =  0.1775401 
## Iteration 10 lambda =  0.1775397 
## Iteration 11 lambda =  0.1775397 
## Iteration 1 lambda =  0.3541742 
## Iteration 2 lambda =  0.225009 
## Iteration 3 lambda =  0.199176 
## Iteration 4 lambda =  0.1940094 
## Iteration 5 lambda =  0.1929761 
## Iteration 6 lambda =  0.1927694 
## Iteration 7 lambda =  0.1927281 
## Iteration 8 lambda =  0.1927198 
## Iteration 9 lambda =  0.1927182 
## Iteration 10 lambda =  0.1927178 
## Iteration 11 lambda =  0.1927178 
## Iteration 1 lambda =  0.4297967 
## Iteration 2 lambda =  0.315756 
## Iteration 3 lambda =  0.2929479 
## Iteration 4 lambda =  0.2883863 
## Iteration 5 lambda =  0.287474 
## Iteration 6 lambda =  0.2872915 
## Iteration 7 lambda =  0.287255 
## Iteration 8 lambda =  0.2872477 
## Iteration 9 lambda =  0.2872462 
## Iteration 10 lambda =  0.2872459 
## Iteration 11 lambda =  0.2872459 
## Iteration 1 lambda =  0.3589708 
## Iteration 2 lambda =  0.230765 
## Iteration 3 lambda =  0.2051238 
## Iteration 4 lambda =  0.1999956 
## Iteration 5 lambda =  0.1989699 
## Iteration 6 lambda =  0.1987648 
## Iteration 7 lambda =  0.1987238 
## Iteration 8 lambda =  0.1987156 
## Iteration 9 lambda =  0.1987139 
## Iteration 10 lambda =  0.1987136 
## Iteration 11 lambda =  0.1987135 
## Iteration 1 lambda =  0.3408671 
## Iteration 2 lambda =  0.2090405 
## Iteration 3 lambda =  0.1826752 
## Iteration 4 lambda =  0.1774022 
## Iteration 5 lambda =  0.1763475 
## Iteration 6 lambda =  0.1761366 
## Iteration 7 lambda =  0.1760944 
## Iteration 8 lambda =  0.176086 
## Iteration 9 lambda =  0.1760843 
## Iteration 10 lambda =  0.176084 
## Iteration 11 lambda =  0.1760839 
## Iteration 1 lambda =  0.4190729 
## Iteration 2 lambda =  0.3028875 
## Iteration 3 lambda =  0.2796504 
## Iteration 4 lambda =  0.275003 
## Iteration 5 lambda =  0.2740735 
## Iteration 6 lambda =  0.2738876 
## Iteration 7 lambda =  0.2738504 
## Iteration 8 lambda =  0.273843 
## Iteration 9 lambda =  0.2738415 
## Iteration 10 lambda =  0.2738412 
## Iteration 11 lambda =  0.2738411 
## Iteration 1 lambda =  0.4339389 
## Iteration 2 lambda =  0.3207267 
## Iteration 3 lambda =  0.2980842 
## Iteration 4 lambda =  0.2935557 
## Iteration 5 lambda =  0.2926501 
## Iteration 6 lambda =  0.2924689 
## Iteration 7 lambda =  0.2924327 
## Iteration 8 lambda =  0.2924254 
## Iteration 9 lambda =  0.292424 
## Iteration 10 lambda =  0.2924237 
## Iteration 11 lambda =  0.2924236 
## Iteration 1 lambda =  0.3904287 
## Iteration 2 lambda =  0.2685144 
## Iteration 3 lambda =  0.2441316 
## Iteration 4 lambda =  0.239255 
## Iteration 5 lambda =  0.2382797 
## Iteration 6 lambda =  0.2380846 
## Iteration 7 lambda =  0.2380456 
## Iteration 8 lambda =  0.2380378 
## Iteration 9 lambda =  0.2380363 
## Iteration 10 lambda =  0.2380359 
## Iteration 11 lambda =  0.2380359 
## Iteration 1 lambda =  0.3620116 
## Iteration 2 lambda =  0.234414 
## Iteration 3 lambda =  0.2088944 
## Iteration 4 lambda =  0.2037905 
## Iteration 5 lambda =  0.2027698 
## Iteration 6 lambda =  0.2025656 
## Iteration 7 lambda =  0.2025248 
## Iteration 8 lambda =  0.2025166 
## Iteration 9 lambda =  0.202515 
## Iteration 10 lambda =  0.2025146 
## Iteration 11 lambda =  0.2025146 
## Iteration 1 lambda =  0.335839 
## Iteration 2 lambda =  0.2030068 
## Iteration 3 lambda =  0.1764404 
## Iteration 4 lambda =  0.1711271 
## Iteration 5 lambda =  0.1700644 
## Iteration 6 lambda =  0.1698519 
## Iteration 7 lambda =  0.1698094 
## Iteration 8 lambda =  0.1698009 
## Iteration 9 lambda =  0.1697992 
## Iteration 10 lambda =  0.1697988 
## Iteration 11 lambda =  0.1697988 
## Iteration 1 lambda =  0.4483944 
## Iteration 2 lambda =  0.3380732 
## Iteration 3 lambda =  0.316009 
## Iteration 4 lambda =  0.3115962 
## Iteration 5 lambda =  0.3107136 
## Iteration 6 lambda =  0.3105371 
## Iteration 7 lambda =  0.3105018 
## Iteration 8 lambda =  0.3104947 
## Iteration 9 lambda =  0.3104933 
## Iteration 10 lambda =  0.310493 
## Iteration 11 lambda =  0.310493 
## Iteration 1 lambda =  0.3773962 
## Iteration 2 lambda =  0.2528755 
## Iteration 3 lambda =  0.2279713 
## Iteration 4 lambda =  0.2229905 
## Iteration 5 lambda =  0.2219943 
## Iteration 6 lambda =  0.2217951 
## Iteration 7 lambda =  0.2217552 
## Iteration 8 lambda =  0.2217473 
## Iteration 9 lambda =  0.2217457 
## Iteration 10 lambda =  0.2217454 
## Iteration 11 lambda =  0.2217453 
## Iteration 1 lambda =  0.3390445 
## Iteration 2 lambda =  0.2068534 
## Iteration 3 lambda =  0.1804152 
## Iteration 4 lambda =  0.1751276 
## Iteration 5 lambda =  0.17407 
## Iteration 6 lambda =  0.1738585 
## Iteration 7 lambda =  0.1738162 
## Iteration 8 lambda =  0.1738078 
## Iteration 9 lambda =  0.1738061 
## Iteration 10 lambda =  0.1738057 
## Iteration 11 lambda =  0.1738057 
## Iteration 1 lambda =  0.3411021 
## Iteration 2 lambda =  0.2093226 
## Iteration 3 lambda =  0.1829667 
## Iteration 4 lambda =  0.1776955 
## Iteration 5 lambda =  0.1766412 
## Iteration 6 lambda =  0.1764304 
## Iteration 7 lambda =  0.1763882 
## Iteration 8 lambda =  0.1763798 
## Iteration 9 lambda =  0.1763781 
## Iteration 10 lambda =  0.1763778 
## Iteration 11 lambda =  0.1763777 
## Iteration 1 lambda =  0.4107715 
## Iteration 2 lambda =  0.2929258 
## Iteration 3 lambda =  0.2693566 
## Iteration 4 lambda =  0.2646428 
## Iteration 5 lambda =  0.2637 
## Iteration 6 lambda =  0.2635115 
## Iteration 7 lambda =  0.2634738 
## Iteration 8 lambda =  0.2634662 
## Iteration 9 lambda =  0.2634647 
## Iteration 10 lambda =  0.2634644 
## Iteration 11 lambda =  0.2634643 
## Iteration 1 lambda =  0.4084124 
## Iteration 2 lambda =  0.2900949 
## Iteration 3 lambda =  0.2664314 
## Iteration 4 lambda =  0.2616987 
## Iteration 5 lambda =  0.2607522 
## Iteration 6 lambda =  0.2605629 
## Iteration 7 lambda =  0.260525 
## Iteration 8 lambda =  0.2605175 
## Iteration 9 lambda =  0.2605159 
## Iteration 10 lambda =  0.2605156 
## Iteration 11 lambda =  0.2605156 
## Iteration 1 lambda =  0.3779904 
## Iteration 2 lambda =  0.2535885 
## Iteration 3 lambda =  0.2287081 
## Iteration 4 lambda =  0.2237321 
## Iteration 5 lambda =  0.2227368 
## Iteration 6 lambda =  0.2225378 
## Iteration 7 lambda =  0.222498 
## Iteration 8 lambda =  0.22249 
## Iteration 9 lambda =  0.2224884 
## Iteration 10 lambda =  0.2224881 
## Iteration 11 lambda =  0.2224881 
## Iteration 1 lambda =  0.374168 
## Iteration 2 lambda =  0.2490016 
## Iteration 3 lambda =  0.2239683 
## Iteration 4 lambda =  0.2189617 
## Iteration 5 lambda =  0.2179604 
## Iteration 6 lambda =  0.2177601 
## Iteration 7 lambda =  0.21772 
## Iteration 8 lambda =  0.217712 
## Iteration 9 lambda =  0.2177104 
## Iteration 10 lambda =  0.2177101 
## Iteration 11 lambda =  0.21771 
## Iteration 1 lambda =  0.3421968 
## Iteration 2 lambda =  0.2106361 
## Iteration 3 lambda =  0.184324 
## Iteration 4 lambda =  0.1790616 
## Iteration 5 lambda =  0.1780091 
## Iteration 6 lambda =  0.1777986 
## Iteration 7 lambda =  0.1777565 
## Iteration 8 lambda =  0.1777481 
## Iteration 9 lambda =  0.1777464 
## Iteration 10 lambda =  0.1777461 
## Iteration 11 lambda =  0.177746 
## Iteration 1 lambda =  0.3873633 
## Iteration 2 lambda =  0.264836 
## Iteration 3 lambda =  0.2403305 
## Iteration 4 lambda =  0.2354294 
## Iteration 5 lambda =  0.2344492 
## Iteration 6 lambda =  0.2342532 
## Iteration 7 lambda =  0.234214 
## Iteration 8 lambda =  0.2342061 
## Iteration 9 lambda =  0.2342045 
## Iteration 10 lambda =  0.2342042 
## Iteration 11 lambda =  0.2342042 
## Iteration 1 lambda =  0.3636064 
## Iteration 2 lambda =  0.2363276 
## Iteration 3 lambda =  0.2108719 
## Iteration 4 lambda =  0.2057807 
## Iteration 5 lambda =  0.2047625 
## Iteration 6 lambda =  0.2045589 
## Iteration 7 lambda =  0.2045181 
## Iteration 8 lambda =  0.20451 
## Iteration 9 lambda =  0.2045084 
## Iteration 10 lambda =  0.204508 
## Iteration 11 lambda =  0.204508 
## Iteration 1 lambda =  0.3965811 
## Iteration 2 lambda =  0.2758973 
## Iteration 3 lambda =  0.2517606 
## Iteration 4 lambda =  0.2469332 
## Iteration 5 lambda =  0.2459678 
## Iteration 6 lambda =  0.2457747 
## Iteration 7 lambda =  0.245736 
## Iteration 8 lambda =  0.2457283 
## Iteration 9 lambda =  0.2457268 
## Iteration 10 lambda =  0.2457265 
## Iteration 11 lambda =  0.2457264 
## Iteration 1 lambda =  0.3348546 
## Iteration 2 lambda =  0.2018255 
## Iteration 3 lambda =  0.1752197 
## Iteration 4 lambda =  0.1698985 
## Iteration 5 lambda =  0.1688343 
## Iteration 6 lambda =  0.1686214 
## Iteration 7 lambda =  0.1685789 
## Iteration 8 lambda =  0.1685704 
## Iteration 9 lambda =  0.1685687 
## Iteration 10 lambda =  0.1685683 
## Iteration 11 lambda =  0.1685682 
## Iteration 1 lambda =  0.3176078 
## Iteration 2 lambda =  0.1811294 
## Iteration 3 lambda =  0.1538337 
## Iteration 4 lambda =  0.1483746 
## Iteration 5 lambda =  0.1472827 
## Iteration 6 lambda =  0.1470644 
## Iteration 7 lambda =  0.1470207 
## Iteration 8 lambda =  0.147012 
## Iteration 9 lambda =  0.1470102 
## Iteration 10 lambda =  0.1470099 
## Iteration 11 lambda =  0.1470098 
## Iteration 1 lambda =  0.3180956 
## Iteration 2 lambda =  0.1817147 
## Iteration 3 lambda =  0.1544385 
## Iteration 4 lambda =  0.1489833 
## Iteration 5 lambda =  0.1478922 
## Iteration 6 lambda =  0.147674 
## Iteration 7 lambda =  0.1476304 
## Iteration 8 lambda =  0.1476217 
## Iteration 9 lambda =  0.1476199 
## Iteration 10 lambda =  0.1476196 
## Iteration 11 lambda =  0.1476195 
## Iteration 1 lambda =  0.4143377 
## Iteration 2 lambda =  0.2972052 
## Iteration 3 lambda =  0.2737787 
## Iteration 4 lambda =  0.2690934 
## Iteration 5 lambda =  0.2681563 
## Iteration 6 lambda =  0.2679689 
## Iteration 7 lambda =  0.2679314 
## Iteration 8 lambda =  0.2679239 
## Iteration 9 lambda =  0.2679224 
## Iteration 10 lambda =  0.2679221 
## Iteration 11 lambda =  0.2679221 
## Iteration 1 lambda =  0.3364003 
## Iteration 2 lambda =  0.2036803 
## Iteration 3 lambda =  0.1771363 
## Iteration 4 lambda =  0.1718275 
## Iteration 5 lambda =  0.1707658 
## Iteration 6 lambda =  0.1705534 
## Iteration 7 lambda =  0.1705109 
## Iteration 8 lambda =  0.1705025 
## Iteration 9 lambda =  0.1705008 
## Iteration 10 lambda =  0.1705004 
## Iteration 11 lambda =  0.1705003 
## Iteration 1 lambda =  0.3912912 
## Iteration 2 lambda =  0.2695494 
## Iteration 3 lambda =  0.2452011 
## Iteration 4 lambda =  0.2403314 
## Iteration 5 lambda =  0.2393575 
## Iteration 6 lambda =  0.2391627 
## Iteration 7 lambda =  0.2391237 
## Iteration 8 lambda =  0.2391159 
## Iteration 9 lambda =  0.2391144 
## Iteration 10 lambda =  0.2391141 
## Iteration 11 lambda =  0.239114 
## Iteration 1 lambda =  0.3203518 
## Iteration 2 lambda =  0.1844222 
## Iteration 3 lambda =  0.1572363 
## Iteration 4 lambda =  0.1517991 
## Iteration 5 lambda =  0.1507117 
## Iteration 6 lambda =  0.1504942 
## Iteration 7 lambda =  0.1504507 
## Iteration 8 lambda =  0.150442 
## Iteration 9 lambda =  0.1504402 
## Iteration 10 lambda =  0.1504399 
## Iteration 11 lambda =  0.1504398 
## Iteration 1 lambda =  0.3847172 
## Iteration 2 lambda =  0.2616607 
## Iteration 3 lambda =  0.2370494 
## Iteration 4 lambda =  0.2321271 
## Iteration 5 lambda =  0.2311427 
## Iteration 6 lambda =  0.2309458 
## Iteration 7 lambda =  0.2309064 
## Iteration 8 lambda =  0.2308985 
## Iteration 9 lambda =  0.2308969 
## Iteration 10 lambda =  0.2308966 
## Iteration 11 lambda =  0.2308966 
## Iteration 1 lambda =  0.4106116 
## Iteration 2 lambda =  0.292734 
## Iteration 3 lambda =  0.2691584 
## Iteration 4 lambda =  0.2644433 
## Iteration 5 lambda =  0.2635003 
## Iteration 6 lambda =  0.2633117 
## Iteration 7 lambda =  0.263274 
## Iteration 8 lambda =  0.2632664 
## Iteration 9 lambda =  0.2632649 
## Iteration 10 lambda =  0.2632646 
## Iteration 11 lambda =  0.2632646 
## Iteration 1 lambda =  0.3839826 
## Iteration 2 lambda =  0.2607792 
## Iteration 3 lambda =  0.2361385 
## Iteration 4 lambda =  0.2312103 
## Iteration 5 lambda =  0.2302247 
## Iteration 6 lambda =  0.2300276 
## Iteration 7 lambda =  0.2299882 
## Iteration 8 lambda =  0.2299803 
## Iteration 9 lambda =  0.2299787 
## Iteration 10 lambda =  0.2299784 
## Iteration 11 lambda =  0.2299783 
## Iteration 1 lambda =  0.3243604 
## Iteration 2 lambda =  0.1892324 
## Iteration 3 lambda =  0.1622069 
## Iteration 4 lambda =  0.1568017 
## Iteration 5 lambda =  0.1557207 
## Iteration 6 lambda =  0.1555045 
## Iteration 7 lambda =  0.1554613 
## Iteration 8 lambda =  0.1554526 
## Iteration 9 lambda =  0.1554509 
## Iteration 10 lambda =  0.1554505 
## Iteration 11 lambda =  0.1554505 
## Iteration 1 lambda =  0.3925045 
## Iteration 2 lambda =  0.2710054 
## Iteration 3 lambda =  0.2467055 
## Iteration 4 lambda =  0.2418456 
## Iteration 5 lambda =  0.2408736 
## Iteration 6 lambda =  0.2406792 
## Iteration 7 lambda =  0.2406403 
## Iteration 8 lambda =  0.2406325 
## Iteration 9 lambda =  0.240631 
## Iteration 10 lambda =  0.2406307 
## Iteration 11 lambda =  0.2406306 
## Iteration 1 lambda =  0.3438059 
## Iteration 2 lambda =  0.212567 
## Iteration 3 lambda =  0.1863193 
## Iteration 4 lambda =  0.1810697 
## Iteration 5 lambda =  0.1800198 
## Iteration 6 lambda =  0.1798098 
## Iteration 7 lambda =  0.1797678 
## Iteration 8 lambda =  0.1797594 
## Iteration 9 lambda =  0.1797578 
## Iteration 10 lambda =  0.1797574 
## Iteration 11 lambda =  0.1797574 
## Iteration 1 lambda =  0.2509187 
## Iteration 2 lambda =  0.1011024 
## Iteration 3 lambda =  0.07113914 
## Iteration 4 lambda =  0.06514649 
## Iteration 5 lambda =  0.06394796 
## Iteration 6 lambda =  0.06370825 
## Iteration 7 lambda =  0.06366031 
## Iteration 8 lambda =  0.06365072 
## Iteration 9 lambda =  0.0636488 
## Iteration 10 lambda =  0.06364842 
## Iteration 11 lambda =  0.06364834 
## Iteration 1 lambda =  0.387188 
## Iteration 2 lambda =  0.2646256 
## Iteration 3 lambda =  0.2401131 
## Iteration 4 lambda =  0.2352106 
## Iteration 5 lambda =  0.2342301 
## Iteration 6 lambda =  0.234034 
## Iteration 7 lambda =  0.2339948 
## Iteration 8 lambda =  0.233987 
## Iteration 9 lambda =  0.2339854 
## Iteration 10 lambda =  0.2339851 
## Iteration 11 lambda =  0.233985 
## Iteration 1 lambda =  0.3629175 
## Iteration 2 lambda =  0.235501 
## Iteration 3 lambda =  0.2100177 
## Iteration 4 lambda =  0.2049211 
## Iteration 5 lambda =  0.2039017 
## Iteration 6 lambda =  0.2036979 
## Iteration 7 lambda =  0.2036571 
## Iteration 8 lambda =  0.2036489 
## Iteration 9 lambda =  0.2036473 
## Iteration 10 lambda =  0.203647 
## Iteration 11 lambda =  0.2036469 
## Iteration 1 lambda =  0.3188423 
## Iteration 2 lambda =  0.1826107 
## Iteration 3 lambda =  0.1553644 
## Iteration 4 lambda =  0.1499152 
## Iteration 5 lambda =  0.1488253 
## Iteration 6 lambda =  0.1486073 
## Iteration 7 lambda =  0.1485637 
## Iteration 8 lambda =  0.148555 
## Iteration 9 lambda =  0.1485533 
## Iteration 10 lambda =  0.1485529 
## Iteration 11 lambda =  0.1485529 
## Iteration 1 lambda =  0.3439629 
## Iteration 2 lambda =  0.2127555 
## Iteration 3 lambda =  0.186514 
## Iteration 4 lambda =  0.1812657 
## Iteration 5 lambda =  0.1802161 
## Iteration 6 lambda =  0.1800062 
## Iteration 7 lambda =  0.1799642 
## Iteration 8 lambda =  0.1799558 
## Iteration 9 lambda =  0.1799541 
## Iteration 10 lambda =  0.1799538 
## Iteration 11 lambda =  0.1799537 
## Iteration 1 lambda =  0.3695408 
## Iteration 2 lambda =  0.243449 
## Iteration 3 lambda =  0.2182306 
## Iteration 4 lambda =  0.2131869 
## Iteration 5 lambda =  0.2121782 
## Iteration 6 lambda =  0.2119764 
## Iteration 7 lambda =  0.2119361 
## Iteration 8 lambda =  0.211928 
## Iteration 9 lambda =  0.2119264 
## Iteration 10 lambda =  0.2119261 
## Iteration 11 lambda =  0.211926 
## Iteration 1 lambda =  0.3766743 
## Iteration 2 lambda =  0.2520091 
## Iteration 3 lambda =  0.2270761 
## Iteration 4 lambda =  0.2220895 
## Iteration 5 lambda =  0.2210921 
## Iteration 6 lambda =  0.2208927 
## Iteration 7 lambda =  0.2208528 
## Iteration 8 lambda =  0.2208448 
## Iteration 9 lambda =  0.2208432 
## Iteration 10 lambda =  0.2208429 
## Iteration 11 lambda =  0.2208428 
## Iteration 1 lambda =  0.3369612 
## Iteration 2 lambda =  0.2043534 
## Iteration 3 lambda =  0.1778319 
## Iteration 4 lambda =  0.1725276 
## Iteration 5 lambda =  0.1714667 
## Iteration 6 lambda =  0.1712545 
## Iteration 7 lambda =  0.1712121 
## Iteration 8 lambda =  0.1712036 
## Iteration 9 lambda =  0.1712019 
## Iteration 10 lambda =  0.1712016 
## Iteration 11 lambda =  0.1712015 
## Iteration 1 lambda =  0.3383975 
## Iteration 2 lambda =  0.206077 
## Iteration 3 lambda =  0.1796129 
## Iteration 4 lambda =  0.1743201 
## Iteration 5 lambda =  0.1732615 
## Iteration 6 lambda =  0.1730498 
## Iteration 7 lambda =  0.1730075 
## Iteration 8 lambda =  0.172999 
## Iteration 9 lambda =  0.1729973 
## Iteration 10 lambda =  0.172997 
## Iteration 11 lambda =  0.1729969 
## Iteration 1 lambda =  0.3584604 
## Iteration 2 lambda =  0.2301524 
## Iteration 3 lambda =  0.2044908 
## Iteration 4 lambda =  0.1993585 
## Iteration 5 lambda =  0.1983321 
## Iteration 6 lambda =  0.1981268 
## Iteration 7 lambda =  0.1980857 
## Iteration 8 lambda =  0.1980775 
## Iteration 9 lambda =  0.1980759 
## Iteration 10 lambda =  0.1980755 
## Iteration 11 lambda =  0.1980755 
## Iteration 1 lambda =  0.4154679 
## Iteration 2 lambda =  0.2985615 
## Iteration 3 lambda =  0.2751802 
## Iteration 4 lambda =  0.2705039 
## Iteration 5 lambda =  0.2695687 
## Iteration 6 lambda =  0.2693816 
## Iteration 7 lambda =  0.2693442 
## Iteration 8 lambda =  0.2693367 
## Iteration 9 lambda =  0.2693352 
## Iteration 10 lambda =  0.2693349 
## Iteration 11 lambda =  0.2693349 
## Iteration 1 lambda =  0.4738684 
## Iteration 2 lambda =  0.3686421 
## Iteration 3 lambda =  0.3475968 
## Iteration 4 lambda =  0.3433877 
## Iteration 5 lambda =  0.3425459 
## Iteration 6 lambda =  0.3423776 
## Iteration 7 lambda =  0.3423439 
## Iteration 8 lambda =  0.3423372 
## Iteration 9 lambda =  0.3423358 
## Iteration 10 lambda =  0.3423356 
## Iteration 11 lambda =  0.3423355 
## Iteration 1 lambda =  0.324763 
## Iteration 2 lambda =  0.1897155 
## Iteration 3 lambda =  0.1627061 
## Iteration 4 lambda =  0.1573042 
## Iteration 5 lambda =  0.1562238 
## Iteration 6 lambda =  0.1560077 
## Iteration 7 lambda =  0.1559645 
## Iteration 8 lambda =  0.1559558 
## Iteration 9 lambda =  0.1559541 
## Iteration 10 lambda =  0.1559538 
## Iteration 11 lambda =  0.1559537 
## Iteration 1 lambda =  0.381035 
## Iteration 2 lambda =  0.257242 
## Iteration 3 lambda =  0.2324834 
## Iteration 4 lambda =  0.2275317 
## Iteration 5 lambda =  0.2265414 
## Iteration 6 lambda =  0.2263433 
## Iteration 7 lambda =  0.2263037 
## Iteration 8 lambda =  0.2262957 
## Iteration 9 lambda =  0.2262942 
## Iteration 10 lambda =  0.2262938 
## Iteration 11 lambda =  0.2262938 
## Iteration 1 lambda =  0.3744009 
## Iteration 2 lambda =  0.249281 
## Iteration 3 lambda =  0.2242571 
## Iteration 4 lambda =  0.2192523 
## Iteration 5 lambda =  0.2182513 
## Iteration 6 lambda =  0.2180511 
## Iteration 7 lambda =  0.2180111 
## Iteration 8 lambda =  0.2180031 
## Iteration 9 lambda =  0.2180015 
## Iteration 10 lambda =  0.2180012 
## Iteration 11 lambda =  0.2180011 
## Iteration 1 lambda =  0.3305346 
## Iteration 2 lambda =  0.1966416 
## Iteration 3 lambda =  0.1698629 
## Iteration 4 lambda =  0.1645072 
## Iteration 5 lambda =  0.1634361 
## Iteration 6 lambda =  0.1632218 
## Iteration 7 lambda =  0.163179 
## Iteration 8 lambda =  0.1631704 
## Iteration 9 lambda =  0.1631687 
## Iteration 10 lambda =  0.1631684 
## Iteration 11 lambda =  0.1631683 
## Iteration 1 lambda =  0.3735643 
## Iteration 2 lambda =  0.2482771 
## Iteration 3 lambda =  0.2232197 
## Iteration 4 lambda =  0.2182082 
## Iteration 5 lambda =  0.2172059 
## Iteration 6 lambda =  0.2170055 
## Iteration 7 lambda =  0.2169654 
## Iteration 8 lambda =  0.2169573 
## Iteration 9 lambda =  0.2169557 
## Iteration 10 lambda =  0.2169554 
## Iteration 11 lambda =  0.2169554 
## Iteration 1 lambda =  0.3756672 
## Iteration 2 lambda =  0.2508006 
## Iteration 3 lambda =  0.2258273 
## Iteration 4 lambda =  0.2208327 
## Iteration 5 lambda =  0.2198337 
## Iteration 6 lambda =  0.219634 
## Iteration 7 lambda =  0.219594 
## Iteration 8 lambda =  0.219586 
## Iteration 9 lambda =  0.2195844 
## Iteration 10 lambda =  0.2195841 
## Iteration 11 lambda =  0.219584 
## Iteration 1 lambda =  0.2886201 
## Iteration 2 lambda =  0.1463441 
## Iteration 3 lambda =  0.1178889 
## Iteration 4 lambda =  0.1121979 
## Iteration 5 lambda =  0.1110597 
## Iteration 6 lambda =  0.110832 
## Iteration 7 lambda =  0.1107865 
## Iteration 8 lambda =  0.1107774 
## Iteration 9 lambda =  0.1107756 
## Iteration 10 lambda =  0.1107752 
## Iteration 11 lambda =  0.1107751 
## Iteration 1 lambda =  0.322222 
## Iteration 2 lambda =  0.1866664 
## Iteration 3 lambda =  0.1595553 
## Iteration 4 lambda =  0.1541331 
## Iteration 5 lambda =  0.1530487 
## Iteration 6 lambda =  0.1528318 
## Iteration 7 lambda =  0.1527884 
## Iteration 8 lambda =  0.1527797 
## Iteration 9 lambda =  0.152778 
## Iteration 10 lambda =  0.1527776 
## Iteration 11 lambda =  0.1527776 
## Iteration 1 lambda =  0.3373309 
## Iteration 2 lambda =  0.204797 
## Iteration 3 lambda =  0.1782903 
## Iteration 4 lambda =  0.1729889 
## Iteration 5 lambda =  0.1719286 
## Iteration 6 lambda =  0.1717166 
## Iteration 7 lambda =  0.1716742 
## Iteration 8 lambda =  0.1716657 
## Iteration 9 lambda =  0.171664 
## Iteration 10 lambda =  0.1716637 
## Iteration 11 lambda =  0.1716636 
## Iteration 1 lambda =  0.3417197 
## Iteration 2 lambda =  0.2100637 
## Iteration 3 lambda =  0.1837325 
## Iteration 4 lambda =  0.1784662 
## Iteration 5 lambda =  0.177413 
## Iteration 6 lambda =  0.1772023 
## Iteration 7 lambda =  0.1771602 
## Iteration 8 lambda =  0.1771518 
## Iteration 9 lambda =  0.1771501 
## Iteration 10 lambda =  0.1771497 
## Iteration 11 lambda =  0.1771497 
## Iteration 1 lambda =  0.3465875 
## Iteration 2 lambda =  0.215905 
## Iteration 3 lambda =  0.1897685 
## Iteration 4 lambda =  0.1845412 
## Iteration 5 lambda =  0.1834958 
## Iteration 6 lambda =  0.1832867 
## Iteration 7 lambda =  0.1832448 
## Iteration 8 lambda =  0.1832365 
## Iteration 9 lambda =  0.1832348 
## Iteration 10 lambda =  0.1832345 
## Iteration 11 lambda =  0.1832344 
## Iteration 1 lambda =  0.3456097 
## Iteration 2 lambda =  0.2147317 
## Iteration 3 lambda =  0.1885561 
## Iteration 4 lambda =  0.183321 
## Iteration 5 lambda =  0.1822739 
## Iteration 6 lambda =  0.1820645 
## Iteration 7 lambda =  0.1820227 
## Iteration 8 lambda =  0.1820143 
## Iteration 9 lambda =  0.1820126 
## Iteration 10 lambda =  0.1820123 
## Iteration 11 lambda =  0.1820122 
## Iteration 1 lambda =  0.4266856 
## Iteration 2 lambda =  0.3120227 
## Iteration 3 lambda =  0.2890901 
## Iteration 4 lambda =  0.2845036 
## Iteration 5 lambda =  0.2835863 
## Iteration 6 lambda =  0.2834029 
## Iteration 7 lambda =  0.2833662 
## Iteration 8 lambda =  0.2833588 
## Iteration 9 lambda =  0.2833574 
## Iteration 10 lambda =  0.2833571 
## Iteration 11 lambda =  0.283357 
## Iteration 1 lambda =  0.3728371 
## Iteration 2 lambda =  0.2474046 
## Iteration 3 lambda =  0.222318 
## Iteration 4 lambda =  0.2173007 
## Iteration 5 lambda =  0.2162973 
## Iteration 6 lambda =  0.2160966 
## Iteration 7 lambda =  0.2160564 
## Iteration 8 lambda =  0.2160484 
## Iteration 9 lambda =  0.2160468 
## Iteration 10 lambda =  0.2160465 
## Iteration 11 lambda =  0.2160464 
## Iteration 1 lambda =  0.2639441 
## Iteration 2 lambda =  0.116733 
## Iteration 3 lambda =  0.08729074 
## Iteration 4 lambda =  0.08140229 
## Iteration 5 lambda =  0.0802246 
## Iteration 6 lambda =  0.07998906 
## Iteration 7 lambda =  0.07994196 
## Iteration 8 lambda =  0.07993254 
## Iteration 9 lambda =  0.07993065 
## Iteration 10 lambda =  0.07993027 
## Iteration 11 lambda =  0.0799302 
## Iteration 1 lambda =  0.3495976 
## Iteration 2 lambda =  0.2195171 
## Iteration 3 lambda =  0.193501 
## Iteration 4 lambda =  0.1882978 
## Iteration 5 lambda =  0.1872571 
## Iteration 6 lambda =  0.187049 
## Iteration 7 lambda =  0.1870074 
## Iteration 8 lambda =  0.186999 
## Iteration 9 lambda =  0.1869974 
## Iteration 10 lambda =  0.186997 
## Iteration 11 lambda =  0.186997 
## Iteration 1 lambda =  0.4056579 
## Iteration 2 lambda =  0.2867894 
## Iteration 3 lambda =  0.2630158 
## Iteration 4 lambda =  0.258261 
## Iteration 5 lambda =  0.2573101 
## Iteration 6 lambda =  0.2571199 
## Iteration 7 lambda =  0.2570819 
## Iteration 8 lambda =  0.2570742 
## Iteration 9 lambda =  0.2570727 
## Iteration 10 lambda =  0.2570724 
## Iteration 11 lambda =  0.2570724 
## Iteration 1 lambda =  0.3133906 
## Iteration 2 lambda =  0.1760688 
## Iteration 3 lambda =  0.1486044 
## Iteration 4 lambda =  0.1431115 
## Iteration 5 lambda =  0.1420129 
## Iteration 6 lambda =  0.1417932 
## Iteration 7 lambda =  0.1417493 
## Iteration 8 lambda =  0.1417405 
## Iteration 9 lambda =  0.1417387 
## Iteration 10 lambda =  0.1417384 
## Iteration 11 lambda =  0.1417383 
## Iteration 1 lambda =  0.4190779 
## Iteration 2 lambda =  0.3028935 
## Iteration 3 lambda =  0.2796566 
## Iteration 4 lambda =  0.2750092 
## Iteration 5 lambda =  0.2740798 
## Iteration 6 lambda =  0.2738939 
## Iteration 7 lambda =  0.2738567 
## Iteration 8 lambda =  0.2738493 
## Iteration 9 lambda =  0.2738478 
## Iteration 10 lambda =  0.2738475 
## Iteration 11 lambda =  0.2738474 
## Iteration 1 lambda =  0.4318122 
## Iteration 2 lambda =  0.3181747 
## Iteration 3 lambda =  0.2954472 
## Iteration 4 lambda =  0.2909017 
## Iteration 5 lambda =  0.2899926 
## Iteration 6 lambda =  0.2898108 
## Iteration 7 lambda =  0.2897744 
## Iteration 8 lambda =  0.2897671 
## Iteration 9 lambda =  0.2897657 
## Iteration 10 lambda =  0.2897654 
## Iteration 11 lambda =  0.2897653 
## Iteration 1 lambda =  0.3509637 
## Iteration 2 lambda =  0.2211564 
## Iteration 3 lambda =  0.1951949 
## Iteration 4 lambda =  0.1900026 
## Iteration 5 lambda =  0.1889642 
## Iteration 6 lambda =  0.1887565 
## Iteration 7 lambda =  0.188715 
## Iteration 8 lambda =  0.1887066 
## Iteration 9 lambda =  0.188705 
## Iteration 10 lambda =  0.1887047 
## Iteration 11 lambda =  0.1887046 
## Iteration 1 lambda =  0.3351406 
## Iteration 2 lambda =  0.2021688 
## Iteration 3 lambda =  0.1755744 
## Iteration 4 lambda =  0.1702555 
## Iteration 5 lambda =  0.1691917 
## Iteration 6 lambda =  0.168979 
## Iteration 7 lambda =  0.1689364 
## Iteration 8 lambda =  0.1689279 
## Iteration 9 lambda =  0.1689262 
## Iteration 10 lambda =  0.1689259 
## Iteration 11 lambda =  0.1689258 
## Iteration 1 lambda =  0.3773464 
## Iteration 2 lambda =  0.2528156 
## Iteration 3 lambda =  0.2279095 
## Iteration 4 lambda =  0.2229283 
## Iteration 5 lambda =  0.221932 
## Iteration 6 lambda =  0.2217328 
## Iteration 7 lambda =  0.2216929 
## Iteration 8 lambda =  0.221685 
## Iteration 9 lambda =  0.2216834 
## Iteration 10 lambda =  0.221683 
## Iteration 11 lambda =  0.221683 
## Iteration 1 lambda =  0.3435618 
## Iteration 2 lambda =  0.2122741 
## Iteration 3 lambda =  0.1860166 
## Iteration 4 lambda =  0.1807651 
## Iteration 5 lambda =  0.1797148 
## Iteration 6 lambda =  0.1795048 
## Iteration 7 lambda =  0.1794627 
## Iteration 8 lambda =  0.1794543 
## Iteration 9 lambda =  0.1794527 
## Iteration 10 lambda =  0.1794523 
## Iteration 11 lambda =  0.1794523 
## Iteration 1 lambda =  0.2799579 
## Iteration 2 lambda =  0.1359495 
## Iteration 3 lambda =  0.1071478 
## Iteration 4 lambda =  0.1013874 
## Iteration 5 lambda =  0.1002354 
## Iteration 6 lambda =  0.100005 
## Iteration 7 lambda =  0.09995887 
## Iteration 8 lambda =  0.09994966 
## Iteration 9 lambda =  0.09994781 
## Iteration 10 lambda =  0.09994744 
## Iteration 11 lambda =  0.09994737 
## Iteration 1 lambda =  0.3037835 
## Iteration 2 lambda =  0.1645402 
## Iteration 3 lambda =  0.1366916 
## Iteration 4 lambda =  0.1311218 
## Iteration 5 lambda =  0.1300079 
## Iteration 6 lambda =  0.1297851 
## Iteration 7 lambda =  0.1297405 
## Iteration 8 lambda =  0.1297316 
## Iteration 9 lambda =  0.1297299 
## Iteration 10 lambda =  0.1297295 
## Iteration 11 lambda =  0.1297294 
## Iteration 1 lambda =  0.3345762 
## Iteration 2 lambda =  0.2014915 
## Iteration 3 lambda =  0.1748745 
## Iteration 4 lambda =  0.1695511 
## Iteration 5 lambda =  0.1684865 
## Iteration 6 lambda =  0.1682735 
## Iteration 7 lambda =  0.1682309 
## Iteration 8 lambda =  0.1682224 
## Iteration 9 lambda =  0.1682207 
## Iteration 10 lambda =  0.1682204 
## Iteration 11 lambda =  0.1682203 
## Iteration 1 lambda =  0.3673208 
## Iteration 2 lambda =  0.2407849 
## Iteration 3 lambda =  0.2154778 
## Iteration 4 lambda =  0.2104163 
## Iteration 5 lambda =  0.209404 
## Iteration 6 lambda =  0.2092016 
## Iteration 7 lambda =  0.2091611 
## Iteration 8 lambda =  0.209153 
## Iteration 9 lambda =  0.2091514 
## Iteration 10 lambda =  0.2091511 
## Iteration 11 lambda =  0.209151 
## Iteration 1 lambda =  0.3880865 
## Iteration 2 lambda =  0.2657038 
## Iteration 3 lambda =  0.2412273 
## Iteration 4 lambda =  0.236332 
## Iteration 5 lambda =  0.2353529 
## Iteration 6 lambda =  0.2351571 
## Iteration 7 lambda =  0.2351179 
## Iteration 8 lambda =  0.2351101 
## Iteration 9 lambda =  0.2351085 
## Iteration 10 lambda =  0.2351082 
## Iteration 11 lambda =  0.2351082 
## Iteration 1 lambda =  0.4489699 
## Iteration 2 lambda =  0.3387638 
## Iteration 3 lambda =  0.3167226 
## Iteration 4 lambda =  0.3123144 
## Iteration 5 lambda =  0.3114327 
## Iteration 6 lambda =  0.3112564 
## Iteration 7 lambda =  0.3112211 
## Iteration 8 lambda =  0.3112141 
## Iteration 9 lambda =  0.3112127 
## Iteration 10 lambda =  0.3112124 
## Iteration 11 lambda =  0.3112123 
## Iteration 1 lambda =  0.3913485 
## Iteration 2 lambda =  0.2696182 
## Iteration 3 lambda =  0.2452721 
## Iteration 4 lambda =  0.2404029 
## Iteration 5 lambda =  0.2394291 
## Iteration 6 lambda =  0.2392343 
## Iteration 7 lambda =  0.2391953 
## Iteration 8 lambda =  0.2391876 
## Iteration 9 lambda =  0.239186 
## Iteration 10 lambda =  0.2391857 
## Iteration 11 lambda =  0.2391856 
## Iteration 1 lambda =  0.4482652 
## Iteration 2 lambda =  0.3379183 
## Iteration 3 lambda =  0.3158489 
## Iteration 4 lambda =  0.311435 
## Iteration 5 lambda =  0.3105522 
## Iteration 6 lambda =  0.3103757 
## Iteration 7 lambda =  0.3103403 
## Iteration 8 lambda =  0.3103333 
## Iteration 9 lambda =  0.3103319 
## Iteration 10 lambda =  0.3103316 
## Iteration 11 lambda =  0.3103315 
## Iteration 1 lambda =  0.3664654 
## Iteration 2 lambda =  0.2397584 
## Iteration 3 lambda =  0.2144171 
## Iteration 4 lambda =  0.2093488 
## Iteration 5 lambda =  0.2083351 
## Iteration 6 lambda =  0.2081324 
## Iteration 7 lambda =  0.2080918 
## Iteration 8 lambda =  0.2080837 
## Iteration 9 lambda =  0.2080821 
## Iteration 10 lambda =  0.2080818 
## Iteration 11 lambda =  0.2080817 
## Iteration 1 lambda =  0.2964622 
## Iteration 2 lambda =  0.1557547 
## Iteration 3 lambda =  0.1276132 
## Iteration 4 lambda =  0.1219849 
## Iteration 5 lambda =  0.1208592 
## Iteration 6 lambda =  0.1206341 
## Iteration 7 lambda =  0.120589 
## Iteration 8 lambda =  0.12058 
## Iteration 9 lambda =  0.1205782 
## Iteration 10 lambda =  0.1205779 
## Iteration 11 lambda =  0.1205778 
## Iteration 1 lambda =  0.355843 
## Iteration 2 lambda =  0.2270116 
## Iteration 3 lambda =  0.2012453 
## Iteration 4 lambda =  0.196092 
## Iteration 5 lambda =  0.1950614 
## Iteration 6 lambda =  0.1948553 
## Iteration 7 lambda =  0.194814 
## Iteration 8 lambda =  0.1948058 
## Iteration 9 lambda =  0.1948041 
## Iteration 10 lambda =  0.1948038 
## Iteration 11 lambda =  0.1948037 
## Iteration 1 lambda =  0.3511503 
## Iteration 2 lambda =  0.2213803 
## Iteration 3 lambda =  0.1954263 
## Iteration 4 lambda =  0.1902355 
## Iteration 5 lambda =  0.1891974 
## Iteration 6 lambda =  0.1889897 
## Iteration 7 lambda =  0.1889482 
## Iteration 8 lambda =  0.1889399 
## Iteration 9 lambda =  0.1889382 
## Iteration 10 lambda =  0.1889379 
## Iteration 11 lambda =  0.1889378 
## Iteration 1 lambda =  0.2962129 
## Iteration 2 lambda =  0.1554555 
## Iteration 3 lambda =  0.127304 
## Iteration 4 lambda =  0.1216737 
## Iteration 5 lambda =  0.1205476 
## Iteration 6 lambda =  0.1203224 
## Iteration 7 lambda =  0.1202774 
## Iteration 8 lambda =  0.1202684 
## Iteration 9 lambda =  0.1202666 
## Iteration 10 lambda =  0.1202662 
## Iteration 11 lambda =  0.1202661 
## Iteration 1 lambda =  0.3793638 
## Iteration 2 lambda =  0.2552365 
## Iteration 3 lambda =  0.2304111 
## Iteration 4 lambda =  0.225446 
## Iteration 5 lambda =  0.224453 
## Iteration 6 lambda =  0.2242544 
## Iteration 7 lambda =  0.2242147 
## Iteration 8 lambda =  0.2242067 
## Iteration 9 lambda =  0.2242051 
## Iteration 10 lambda =  0.2242048 
## Iteration 11 lambda =  0.2242047 
## Iteration 1 lambda =  0.3616299 
## Iteration 2 lambda =  0.2339558 
## Iteration 3 lambda =  0.208421 
## Iteration 4 lambda =  0.2033141 
## Iteration 5 lambda =  0.2022927 
## Iteration 6 lambda =  0.2020884 
## Iteration 7 lambda =  0.2020475 
## Iteration 8 lambda =  0.2020394 
## Iteration 9 lambda =  0.2020377 
## Iteration 10 lambda =  0.2020374 
## Iteration 11 lambda =  0.2020373 
## Iteration 1 lambda =  0.3688232 
## Iteration 2 lambda =  0.2425878 
## Iteration 3 lambda =  0.2173408 
## Iteration 4 lambda =  0.2122914 
## Iteration 5 lambda =  0.2112815 
## Iteration 6 lambda =  0.2110795 
## Iteration 7 lambda =  0.2110391 
## Iteration 8 lambda =  0.211031 
## Iteration 9 lambda =  0.2110294 
## Iteration 10 lambda =  0.2110291 
## Iteration 11 lambda =  0.211029 
## Iteration 1 lambda =  0.3337504 
## Iteration 2 lambda =  0.2005004 
## Iteration 3 lambda =  0.1738504 
## Iteration 4 lambda =  0.1685205 
## Iteration 5 lambda =  0.1674545 
## Iteration 6 lambda =  0.1672413 
## Iteration 7 lambda =  0.1671986 
## Iteration 8 lambda =  0.1671901 
## Iteration 9 lambda =  0.1671884 
## Iteration 10 lambda =  0.167188 
## Iteration 11 lambda =  0.167188 
## Iteration 1 lambda =  0.3297099 
## Iteration 2 lambda =  0.1956519 
## Iteration 3 lambda =  0.1688403 
## Iteration 4 lambda =  0.1634779 
## Iteration 5 lambda =  0.1624055 
## Iteration 6 lambda =  0.162191 
## Iteration 7 lambda =  0.1621481 
## Iteration 8 lambda =  0.1621395 
## Iteration 9 lambda =  0.1621378 
## Iteration 10 lambda =  0.1621374 
## Iteration 11 lambda =  0.1621374 
## Iteration 1 lambda =  0.3653877 
## Iteration 2 lambda =  0.2384653 
## Iteration 3 lambda =  0.2130808 
## Iteration 4 lambda =  0.2080039 
## Iteration 5 lambda =  0.2069885 
## Iteration 6 lambda =  0.2067854 
## Iteration 7 lambda =  0.2067448 
## Iteration 8 lambda =  0.2067367 
## Iteration 9 lambda =  0.2067351 
## Iteration 10 lambda =  0.2067347 
## Iteration 11 lambda =  0.2067347 
## Iteration 1 lambda =  0.4503886 
## Iteration 2 lambda =  0.3404664 
## Iteration 3 lambda =  0.3184819 
## Iteration 4 lambda =  0.314085 
## Iteration 5 lambda =  0.3132056 
## Iteration 6 lambda =  0.3130298 
## Iteration 7 lambda =  0.3129946 
## Iteration 8 lambda =  0.3129876 
## Iteration 9 lambda =  0.3129862 
## Iteration 10 lambda =  0.3129859 
## Iteration 11 lambda =  0.3129858 
## Iteration 1 lambda =  0.3957477 
## Iteration 2 lambda =  0.2748973 
## Iteration 3 lambda =  0.2507272 
## Iteration 4 lambda =  0.2458932 
## Iteration 5 lambda =  0.2449264 
## Iteration 6 lambda =  0.244733 
## Iteration 7 lambda =  0.2446944 
## Iteration 8 lambda =  0.2446866 
## Iteration 9 lambda =  0.2446851 
## Iteration 10 lambda =  0.2446848 
## Iteration 11 lambda =  0.2446847 
## Iteration 1 lambda =  0.3352138 
## Iteration 2 lambda =  0.2022566 
## Iteration 3 lambda =  0.1756651 
## Iteration 4 lambda =  0.1703468 
## Iteration 5 lambda =  0.1692832 
## Iteration 6 lambda =  0.1690705 
## Iteration 7 lambda =  0.1690279 
## Iteration 8 lambda =  0.1690194 
## Iteration 9 lambda =  0.1690177 
## Iteration 10 lambda =  0.1690174 
## Iteration 11 lambda =  0.1690173 
## Iteration 1 lambda =  0.4138224 
## Iteration 2 lambda =  0.2965868 
## Iteration 3 lambda =  0.2731397 
## Iteration 4 lambda =  0.2684503 
## Iteration 5 lambda =  0.2675124 
## Iteration 6 lambda =  0.2673248 
## Iteration 7 lambda =  0.2672873 
## Iteration 8 lambda =  0.2672798 
## Iteration 9 lambda =  0.2672783 
## Iteration 10 lambda =  0.267278 
## Iteration 11 lambda =  0.267278 
## Iteration 1 lambda =  0.3883065 
## Iteration 2 lambda =  0.2659678 
## Iteration 3 lambda =  0.2415 
## Iteration 4 lambda =  0.2366065 
## Iteration 5 lambda =  0.2356278 
## Iteration 6 lambda =  0.235432 
## Iteration 7 lambda =  0.2353929 
## Iteration 8 lambda =  0.2353851 
## Iteration 9 lambda =  0.2353835 
## Iteration 10 lambda =  0.2353832 
## Iteration 11 lambda =  0.2353831 
## Iteration 1 lambda =  0.4402828 
## Iteration 2 lambda =  0.3283393 
## Iteration 3 lambda =  0.3059506 
## Iteration 4 lambda =  0.3014729 
## Iteration 5 lambda =  0.3005773 
## Iteration 6 lambda =  0.3003982 
## Iteration 7 lambda =  0.3003624 
## Iteration 8 lambda =  0.3003552 
## Iteration 9 lambda =  0.3003538 
## Iteration 10 lambda =  0.3003535 
## Iteration 11 lambda =  0.3003535 
## Iteration 1 lambda =  0.3719428 
## Iteration 2 lambda =  0.2463313 
## Iteration 3 lambda =  0.2212091 
## Iteration 4 lambda =  0.2161846 
## Iteration 5 lambda =  0.2151797 
## Iteration 6 lambda =  0.2149787 
## Iteration 7 lambda =  0.2149385 
## Iteration 8 lambda =  0.2149305 
## Iteration 9 lambda =  0.2149289 
## Iteration 10 lambda =  0.2149286 
## Iteration 11 lambda =  0.2149285 
## Iteration 1 lambda =  0.3790687 
## Iteration 2 lambda =  0.2548824 
## Iteration 3 lambda =  0.2300452 
## Iteration 4 lambda =  0.2250777 
## Iteration 5 lambda =  0.2240842 
## Iteration 6 lambda =  0.2238855 
## Iteration 7 lambda =  0.2238458 
## Iteration 8 lambda =  0.2238379 
## Iteration 9 lambda =  0.2238363 
## Iteration 10 lambda =  0.223836 
## Iteration 11 lambda =  0.2238359 
## Iteration 1 lambda =  0.2872032 
## Iteration 2 lambda =  0.1446439 
## Iteration 3 lambda =  0.116132 
## Iteration 4 lambda =  0.1104296 
## Iteration 5 lambda =  0.1092892 
## Iteration 6 lambda =  0.1090611 
## Iteration 7 lambda =  0.1090154 
## Iteration 8 lambda =  0.1090063 
## Iteration 9 lambda =  0.1090045 
## Iteration 10 lambda =  0.1090041 
## Iteration 11 lambda =  0.1090041 
## Iteration 1 lambda =  0.3068794 
## Iteration 2 lambda =  0.1682553 
## Iteration 3 lambda =  0.1405304 
## Iteration 4 lambda =  0.1349855 
## Iteration 5 lambda =  0.1338765 
## Iteration 6 lambda =  0.1336547 
## Iteration 7 lambda =  0.1336103 
## Iteration 8 lambda =  0.1336015 
## Iteration 9 lambda =  0.1335997 
## Iteration 10 lambda =  0.1335993 
## Iteration 11 lambda =  0.1335993 
## Iteration 1 lambda =  0.3567947 
## Iteration 2 lambda =  0.2281536 
## Iteration 3 lambda =  0.2024254 
## Iteration 4 lambda =  0.1972798 
## Iteration 5 lambda =  0.1962506 
## Iteration 6 lambda =  0.1960448 
## Iteration 7 lambda =  0.1960037 
## Iteration 8 lambda =  0.1959954 
## Iteration 9 lambda =  0.1959938 
## Iteration 10 lambda =  0.1959934 
## Iteration 11 lambda =  0.1959934 
## Iteration 1 lambda =  0.3368271 
## Iteration 2 lambda =  0.2041925 
## Iteration 3 lambda =  0.1776656 
## Iteration 4 lambda =  0.1723602 
## Iteration 5 lambda =  0.1712991 
## Iteration 6 lambda =  0.1710869 
## Iteration 7 lambda =  0.1710445 
## Iteration 8 lambda =  0.171036 
## Iteration 9 lambda =  0.1710343 
## Iteration 10 lambda =  0.171034 
## Iteration 11 lambda =  0.1710339 
## Iteration 1 lambda =  0.3808857 
## Iteration 2 lambda =  0.2570629 
## Iteration 3 lambda =  0.2322983 
## Iteration 4 lambda =  0.2273454 
## Iteration 5 lambda =  0.2263548 
## Iteration 6 lambda =  0.2261567 
## Iteration 7 lambda =  0.2261171 
## Iteration 8 lambda =  0.2261092 
## Iteration 9 lambda =  0.2261076 
## Iteration 10 lambda =  0.2261073 
## Iteration 11 lambda =  0.2261072 
## Iteration 1 lambda =  0.3666582 
## Iteration 2 lambda =  0.2399899 
## Iteration 3 lambda =  0.2146562 
## Iteration 4 lambda =  0.2095895 
## Iteration 5 lambda =  0.2085761 
## Iteration 6 lambda =  0.2083735 
## Iteration 7 lambda =  0.2083329 
## Iteration 8 lambda =  0.2083248 
## Iteration 9 lambda =  0.2083232 
## Iteration 10 lambda =  0.2083229 
## Iteration 11 lambda =  0.2083228 
## Iteration 1 lambda =  0.4028876 
## Iteration 2 lambda =  0.2834651 
## Iteration 3 lambda =  0.2595806 
## Iteration 4 lambda =  0.2548037 
## Iteration 5 lambda =  0.2538483 
## Iteration 6 lambda =  0.2536572 
## Iteration 7 lambda =  0.253619 
## Iteration 8 lambda =  0.2536114 
## Iteration 9 lambda =  0.2536099 
## Iteration 10 lambda =  0.2536096 
## Iteration 11 lambda =  0.2536095 
## Iteration 1 lambda =  0.3940193 
## Iteration 2 lambda =  0.2728232 
## Iteration 3 lambda =  0.248584 
## Iteration 4 lambda =  0.2437361 
## Iteration 5 lambda =  0.2427665 
## Iteration 6 lambda =  0.2425726 
## Iteration 7 lambda =  0.2425338 
## Iteration 8 lambda =  0.2425261 
## Iteration 9 lambda =  0.2425245 
## Iteration 10 lambda =  0.2425242 
## Iteration 11 lambda =  0.2425242 
## Iteration 1 lambda =  0.3336055 
## Iteration 2 lambda =  0.2003266 
## Iteration 3 lambda =  0.1736708 
## Iteration 4 lambda =  0.1683396 
## Iteration 5 lambda =  0.1672734 
## Iteration 6 lambda =  0.1670602 
## Iteration 7 lambda =  0.1670175 
## Iteration 8 lambda =  0.167009 
## Iteration 9 lambda =  0.1670073 
## Iteration 10 lambda =  0.1670069 
## Iteration 11 lambda =  0.1670069 
## Iteration 1 lambda =  0.4424934 
## Iteration 2 lambda =  0.330992 
## Iteration 3 lambda =  0.3086918 
## Iteration 4 lambda =  0.3042317 
## Iteration 5 lambda =  0.3033397 
## Iteration 6 lambda =  0.3031613 
## Iteration 7 lambda =  0.3031256 
## Iteration 8 lambda =  0.3031185 
## Iteration 9 lambda =  0.303117 
## Iteration 10 lambda =  0.3031168 
## Iteration 11 lambda =  0.3031167 
## Iteration 1 lambda =  0.3704046 
## Iteration 2 lambda =  0.2444855 
## Iteration 3 lambda =  0.2193017 
## Iteration 4 lambda =  0.2142649 
## Iteration 5 lambda =  0.2132576 
## Iteration 6 lambda =  0.2130561 
## Iteration 7 lambda =  0.2130158 
## Iteration 8 lambda =  0.2130077 
## Iteration 9 lambda =  0.2130061 
## Iteration 10 lambda =  0.2130058 
## Iteration 11 lambda =  0.2130057 
## Iteration 1 lambda =  0.4016325 
## Iteration 2 lambda =  0.281959 
## Iteration 3 lambda =  0.2580243 
## Iteration 4 lambda =  0.2532373 
## Iteration 5 lambda =  0.2522799 
## Iteration 6 lambda =  0.2520885 
## Iteration 7 lambda =  0.2520502 
## Iteration 8 lambda =  0.2520425 
## Iteration 9 lambda =  0.252041 
## Iteration 10 lambda =  0.2520407 
## Iteration 11 lambda =  0.2520406 
## Iteration 1 lambda =  0.4444298 
## Iteration 2 lambda =  0.3333157 
## Iteration 3 lambda =  0.3110929 
## Iteration 4 lambda =  0.3066483 
## Iteration 5 lambda =  0.3057594 
## Iteration 6 lambda =  0.3055816 
## Iteration 7 lambda =  0.3055461 
## Iteration 8 lambda =  0.305539 
## Iteration 9 lambda =  0.3055376 
## Iteration 10 lambda =  0.3055373 
## Iteration 11 lambda =  0.3055372 
## Iteration 1 lambda =  0.3893875 
## Iteration 2 lambda =  0.2672649 
## Iteration 3 lambda =  0.2428404 
## Iteration 4 lambda =  0.2379555 
## Iteration 5 lambda =  0.2369786 
## Iteration 6 lambda =  0.2367832 
## Iteration 7 lambda =  0.2367441 
## Iteration 8 lambda =  0.2367363 
## Iteration 9 lambda =  0.2367347 
## Iteration 10 lambda =  0.2367344 
## Iteration 11 lambda =  0.2367343 
## Iteration 1 lambda =  0.3255718 
## Iteration 2 lambda =  0.1906862 
## Iteration 3 lambda =  0.1637091 
## Iteration 4 lambda =  0.1583137 
## Iteration 5 lambda =  0.1572346 
## Iteration 6 lambda =  0.1570188 
## Iteration 7 lambda =  0.1569756 
## Iteration 8 lambda =  0.156967 
## Iteration 9 lambda =  0.1569652 
## Iteration 10 lambda =  0.1569649 
## Iteration 11 lambda =  0.1569648 
## Iteration 1 lambda =  0.3574617 
## Iteration 2 lambda =  0.228954 
## Iteration 3 lambda =  0.2032525 
## Iteration 4 lambda =  0.1981122 
## Iteration 5 lambda =  0.1970841 
## Iteration 6 lambda =  0.1968785 
## Iteration 7 lambda =  0.1968374 
## Iteration 8 lambda =  0.1968292 
## Iteration 9 lambda =  0.1968275 
## Iteration 10 lambda =  0.1968272 
## Iteration 11 lambda =  0.1968271 
## Iteration 1 lambda =  0.4426314 
## Iteration 2 lambda =  0.3311577 
## Iteration 3 lambda =  0.3088629 
## Iteration 4 lambda =  0.304404 
## Iteration 5 lambda =  0.3035122 
## Iteration 6 lambda =  0.3033338 
## Iteration 7 lambda =  0.3032982 
## Iteration 8 lambda =  0.303291 
## Iteration 9 lambda =  0.3032896 
## Iteration 10 lambda =  0.3032893 
## Iteration 11 lambda =  0.3032893 
## Iteration 1 lambda =  0.3299447 
## Iteration 2 lambda =  0.1959337 
## Iteration 3 lambda =  0.1691315 
## Iteration 4 lambda =  0.163771 
## Iteration 5 lambda =  0.1626989 
## Iteration 6 lambda =  0.1624845 
## Iteration 7 lambda =  0.1624416 
## Iteration 8 lambda =  0.1624331 
## Iteration 9 lambda =  0.1624313 
## Iteration 10 lambda =  0.162431 
## Iteration 11 lambda =  0.1624309 
## Iteration 1 lambda =  0.3777928 
## Iteration 2 lambda =  0.2533513 
## Iteration 3 lambda =  0.2284631 
## Iteration 4 lambda =  0.2234854 
## Iteration 5 lambda =  0.2224899 
## Iteration 6 lambda =  0.2222908 
## Iteration 7 lambda =  0.2222509 
## Iteration 8 lambda =  0.222243 
## Iteration 9 lambda =  0.2222414 
## Iteration 10 lambda =  0.2222411 
## Iteration 11 lambda =  0.222241 
## Iteration 1 lambda =  0.3937848 
## Iteration 2 lambda =  0.2725418 
## Iteration 3 lambda =  0.2482932 
## Iteration 4 lambda =  0.2434434 
## Iteration 5 lambda =  0.2424735 
## Iteration 6 lambda =  0.2422795 
## Iteration 7 lambda =  0.2422407 
## Iteration 8 lambda =  0.2422329 
## Iteration 9 lambda =  0.2422314 
## Iteration 10 lambda =  0.2422311 
## Iteration 11 lambda =  0.242231 
## Iteration 1 lambda =  0.3769403 
## Iteration 2 lambda =  0.2523283 
## Iteration 3 lambda =  0.227406 
## Iteration 4 lambda =  0.2224215 
## Iteration 5 lambda =  0.2214246 
## Iteration 6 lambda =  0.2212252 
## Iteration 7 lambda =  0.2211853 
## Iteration 8 lambda =  0.2211774 
## Iteration 9 lambda =  0.2211758 
## Iteration 10 lambda =  0.2211754 
## Iteration 11 lambda =  0.2211754 
## Iteration 1 lambda =  0.3050933 
## Iteration 2 lambda =  0.166112 
## Iteration 3 lambda =  0.1383157 
## Iteration 4 lambda =  0.1327565 
## Iteration 5 lambda =  0.1316446 
## Iteration 6 lambda =  0.1314222 
## Iteration 7 lambda =  0.1313778 
## Iteration 8 lambda =  0.1313689 
## Iteration 9 lambda =  0.1313671 
## Iteration 10 lambda =  0.1313667 
## Iteration 11 lambda =  0.1313667 
## Iteration 1 lambda =  0.3450207 
## Iteration 2 lambda =  0.2140248 
## Iteration 3 lambda =  0.1878256 
## Iteration 4 lambda =  0.1825858 
## Iteration 5 lambda =  0.1815378 
## Iteration 6 lambda =  0.1813282 
## Iteration 7 lambda =  0.1812863 
## Iteration 8 lambda =  0.1812779 
## Iteration 9 lambda =  0.1812763 
## Iteration 10 lambda =  0.1812759 
## Iteration 11 lambda =  0.1812759 
## Iteration 1 lambda =  0.3633575 
## Iteration 2 lambda =  0.236029 
## Iteration 3 lambda =  0.2105633 
## Iteration 4 lambda =  0.2054701 
## Iteration 5 lambda =  0.2044515 
## Iteration 6 lambda =  0.2042478 
## Iteration 7 lambda =  0.204207 
## Iteration 8 lambda =  0.2041989 
## Iteration 9 lambda =  0.2041973 
## Iteration 10 lambda =  0.2041969 
## Iteration 11 lambda =  0.2041969 
## Iteration 1 lambda =  0.3485613 
## Iteration 2 lambda =  0.2182736 
## Iteration 3 lambda =  0.192216 
## Iteration 4 lambda =  0.1870045 
## Iteration 5 lambda =  0.1859622 
## Iteration 6 lambda =  0.1857538 
## Iteration 7 lambda =  0.1857121 
## Iteration 8 lambda =  0.1857037 
## Iteration 9 lambda =  0.1857021 
## Iteration 10 lambda =  0.1857017 
## Iteration 11 lambda =  0.1857017 
## Iteration 1 lambda =  0.3749959 
## Iteration 2 lambda =  0.2499951 
## Iteration 3 lambda =  0.2249949 
## Iteration 4 lambda =  0.2199949 
## Iteration 5 lambda =  0.2189949 
## Iteration 6 lambda =  0.2187949 
## Iteration 7 lambda =  0.2187549 
## Iteration 8 lambda =  0.2187469 
## Iteration 9 lambda =  0.2187453 
## Iteration 10 lambda =  0.218745 
## Iteration 11 lambda =  0.2187449 
## Iteration 1 lambda =  0.3552027 
## Iteration 2 lambda =  0.2262432 
## Iteration 3 lambda =  0.2004513 
## Iteration 4 lambda =  0.1952929 
## Iteration 5 lambda =  0.1942613 
## Iteration 6 lambda =  0.1940549 
## Iteration 7 lambda =  0.1940137 
## Iteration 8 lambda =  0.1940054 
## Iteration 9 lambda =  0.1940038 
## Iteration 10 lambda =  0.1940034 
## Iteration 11 lambda =  0.1940034 
## Iteration 1 lambda =  0.3802863 
## Iteration 2 lambda =  0.2563436 
## Iteration 3 lambda =  0.231555 
## Iteration 4 lambda =  0.2265973 
## Iteration 5 lambda =  0.2256058 
## Iteration 6 lambda =  0.2254075 
## Iteration 7 lambda =  0.2253678 
## Iteration 8 lambda =  0.2253599 
## Iteration 9 lambda =  0.2253583 
## Iteration 10 lambda =  0.225358 
## Iteration 11 lambda =  0.2253579 
## Iteration 1 lambda =  0.3681394 
## Iteration 2 lambda =  0.2417673 
## Iteration 3 lambda =  0.2164929 
## Iteration 4 lambda =  0.211438 
## Iteration 5 lambda =  0.210427 
## Iteration 6 lambda =  0.2102248 
## Iteration 7 lambda =  0.2101844 
## Iteration 8 lambda =  0.2101763 
## Iteration 9 lambda =  0.2101747 
## Iteration 10 lambda =  0.2101744 
## Iteration 11 lambda =  0.2101743 
## Iteration 1 lambda =  0.3786595 
## Iteration 2 lambda =  0.2543914 
## Iteration 3 lambda =  0.2295378 
## Iteration 4 lambda =  0.2245671 
## Iteration 5 lambda =  0.2235729 
## Iteration 6 lambda =  0.2233741 
## Iteration 7 lambda =  0.2233343 
## Iteration 8 lambda =  0.2233264 
## Iteration 9 lambda =  0.2233248 
## Iteration 10 lambda =  0.2233245 
## Iteration 11 lambda =  0.2233244 
## Iteration 1 lambda =  0.3853204 
## Iteration 2 lambda =  0.2623844 
## Iteration 3 lambda =  0.2377973 
## Iteration 4 lambda =  0.2328798 
## Iteration 5 lambda =  0.2318963 
## Iteration 6 lambda =  0.2316996 
## Iteration 7 lambda =  0.2316603 
## Iteration 8 lambda =  0.2316524 
## Iteration 9 lambda =  0.2316509 
## Iteration 10 lambda =  0.2316505 
## Iteration 11 lambda =  0.2316505 
## Iteration 1 lambda =  0.407041 
## Iteration 2 lambda =  0.2884492 
## Iteration 3 lambda =  0.2647308 
## Iteration 4 lambda =  0.2599871 
## Iteration 5 lambda =  0.2590384 
## Iteration 6 lambda =  0.2588486 
## Iteration 7 lambda =  0.2588107 
## Iteration 8 lambda =  0.2588031 
## Iteration 9 lambda =  0.2588016 
## Iteration 10 lambda =  0.2588013 
## Iteration 11 lambda =  0.2588012 
## Iteration 1 lambda =  0.2894197 
## Iteration 2 lambda =  0.1473037 
## Iteration 3 lambda =  0.1188805 
## Iteration 4 lambda =  0.1131958 
## Iteration 5 lambda =  0.1120589 
## Iteration 6 lambda =  0.1118315 
## Iteration 7 lambda =  0.111786 
## Iteration 8 lambda =  0.1117769 
## Iteration 9 lambda =  0.1117751 
## Iteration 10 lambda =  0.1117747 
## Iteration 11 lambda =  0.1117747 
## Iteration 1 lambda =  0.3805021 
## Iteration 2 lambda =  0.2566025 
## Iteration 3 lambda =  0.2318226 
## Iteration 4 lambda =  0.2268666 
## Iteration 5 lambda =  0.2258754 
## Iteration 6 lambda =  0.2256772 
## Iteration 7 lambda =  0.2256376 
## Iteration 8 lambda =  0.2256296 
## Iteration 9 lambda =  0.225628 
## Iteration 10 lambda =  0.2256277 
## Iteration 11 lambda =  0.2256277 
## Iteration 1 lambda =  0.3635442 
## Iteration 2 lambda =  0.236253 
## Iteration 3 lambda =  0.2107948 
## Iteration 4 lambda =  0.2057031 
## Iteration 5 lambda =  0.2046848 
## Iteration 6 lambda =  0.2044811 
## Iteration 7 lambda =  0.2044404 
## Iteration 8 lambda =  0.2044323 
## Iteration 9 lambda =  0.2044306 
## Iteration 10 lambda =  0.2044303 
## Iteration 11 lambda =  0.2044302 
## Iteration 1 lambda =  0.4240676 
## Iteration 2 lambda =  0.3088812 
## Iteration 3 lambda =  0.2858439 
## Iteration 4 lambda =  0.2812364 
## Iteration 5 lambda =  0.2803149 
## Iteration 6 lambda =  0.2801306 
## Iteration 7 lambda =  0.2800938 
## Iteration 8 lambda =  0.2800864 
## Iteration 9 lambda =  0.2800849 
## Iteration 10 lambda =  0.2800846 
## Iteration 11 lambda =  0.2800846 
## Iteration 1 lambda =  0.3899846 
## Iteration 2 lambda =  0.2679816 
## Iteration 3 lambda =  0.243581 
## Iteration 4 lambda =  0.2387008 
## Iteration 5 lambda =  0.2377248 
## Iteration 6 lambda =  0.2375296 
## Iteration 7 lambda =  0.2374906 
## Iteration 8 lambda =  0.2374828 
## Iteration 9 lambda =  0.2374812 
## Iteration 10 lambda =  0.2374809 
## Iteration 11 lambda =  0.2374808 
## Iteration 1 lambda =  0.3329881 
## Iteration 2 lambda =  0.1995857 
## Iteration 3 lambda =  0.1729052 
## Iteration 4 lambda =  0.1675691 
## Iteration 5 lambda =  0.1665019 
## Iteration 6 lambda =  0.1662884 
## Iteration 7 lambda =  0.1662458 
## Iteration 8 lambda =  0.1662372 
## Iteration 9 lambda =  0.1662355 
## Iteration 10 lambda =  0.1662352 
## Iteration 11 lambda =  0.1662351 
## Iteration 1 lambda =  0.3340773 
## Iteration 2 lambda =  0.2008928 
## Iteration 3 lambda =  0.1742559 
## Iteration 4 lambda =  0.1689285 
## Iteration 5 lambda =  0.167863 
## Iteration 6 lambda =  0.1676499 
## Iteration 7 lambda =  0.1676073 
## Iteration 8 lambda =  0.1675988 
## Iteration 9 lambda =  0.1675971 
## Iteration 10 lambda =  0.1675967 
## Iteration 11 lambda =  0.1675967 
## Iteration 1 lambda =  0.3733041 
## Iteration 2 lambda =  0.2479649 
## Iteration 3 lambda =  0.2228971 
## Iteration 4 lambda =  0.2178835 
## Iteration 5 lambda =  0.2168808 
## Iteration 6 lambda =  0.2166803 
## Iteration 7 lambda =  0.2166402 
## Iteration 8 lambda =  0.2166321 
## Iteration 9 lambda =  0.2166305 
## Iteration 10 lambda =  0.2166302 
## Iteration 11 lambda =  0.2166302 
## Iteration 1 lambda =  0.3830225 
## Iteration 2 lambda =  0.259627 
## Iteration 3 lambda =  0.2349479 
## Iteration 4 lambda =  0.2300121 
## Iteration 5 lambda =  0.2290249 
## Iteration 6 lambda =  0.2288275 
## Iteration 7 lambda =  0.228788 
## Iteration 8 lambda =  0.2287801 
## Iteration 9 lambda =  0.2287785 
## Iteration 10 lambda =  0.2287782 
## Iteration 11 lambda =  0.2287782 
## Iteration 1 lambda =  0.3262166 
## Iteration 2 lambda =  0.1914599 
## Iteration 3 lambda =  0.1645086 
## Iteration 4 lambda =  0.1591183 
## Iteration 5 lambda =  0.1580402 
## Iteration 6 lambda =  0.1578246 
## Iteration 7 lambda =  0.1577815 
## Iteration 8 lambda =  0.1577729 
## Iteration 9 lambda =  0.1577712 
## Iteration 10 lambda =  0.1577708 
## Iteration 11 lambda =  0.1577707 
## Iteration 1 lambda =  0.3903762 
## Iteration 2 lambda =  0.2684515 
## Iteration 3 lambda =  0.2440665 
## Iteration 4 lambda =  0.2391895 
## Iteration 5 lambda =  0.2382141 
## Iteration 6 lambda =  0.238019 
## Iteration 7 lambda =  0.23798 
## Iteration 8 lambda =  0.2379722 
## Iteration 9 lambda =  0.2379707 
## Iteration 10 lambda =  0.2379703 
## Iteration 11 lambda =  0.2379703 
## Iteration 1 lambda =  0.4096551 
## Iteration 2 lambda =  0.2915861 
## Iteration 3 lambda =  0.2679723 
## Iteration 4 lambda =  0.2632496 
## Iteration 5 lambda =  0.262305 
## Iteration 6 lambda =  0.2621161 
## Iteration 7 lambda =  0.2620783 
## Iteration 8 lambda =  0.2620708 
## Iteration 9 lambda =  0.2620693 
## Iteration 10 lambda =  0.262069 
## Iteration 11 lambda =  0.2620689 
## Iteration 1 lambda =  0.3519051 
## Iteration 2 lambda =  0.2222861 
## Iteration 3 lambda =  0.1963623 
## Iteration 4 lambda =  0.1911775 
## Iteration 5 lambda =  0.1901406 
## Iteration 6 lambda =  0.1899332 
## Iteration 7 lambda =  0.1898917 
## Iteration 8 lambda =  0.1898834 
## Iteration 9 lambda =  0.1898818 
## Iteration 10 lambda =  0.1898814 
## Iteration 11 lambda =  0.1898814 
## Iteration 1 lambda =  0.2920212 
## Iteration 2 lambda =  0.1504254 
## Iteration 3 lambda =  0.1221063 
## Iteration 4 lambda =  0.1164425 
## Iteration 5 lambda =  0.1153097 
## Iteration 6 lambda =  0.1150831 
## Iteration 7 lambda =  0.1150378 
## Iteration 8 lambda =  0.1150288 
## Iteration 9 lambda =  0.115027 
## Iteration 10 lambda =  0.1150266 
## Iteration 11 lambda =  0.1150265 
## Iteration 1 lambda =  0.3325035 
## Iteration 2 lambda =  0.1990042 
## Iteration 3 lambda =  0.1723043 
## Iteration 4 lambda =  0.1669644 
## Iteration 5 lambda =  0.1658964 
## Iteration 6 lambda =  0.1656828 
## Iteration 7 lambda =  0.16564 
## Iteration 8 lambda =  0.1656315 
## Iteration 9 lambda =  0.1656298 
## Iteration 10 lambda =  0.1656295 
## Iteration 11 lambda =  0.1656294 
## Iteration 1 lambda =  0.3325639 
## Iteration 2 lambda =  0.1990767 
## Iteration 3 lambda =  0.1723793 
## Iteration 4 lambda =  0.1670398 
## Iteration 5 lambda =  0.1659719 
## Iteration 6 lambda =  0.1657583 
## Iteration 7 lambda =  0.1657156 
## Iteration 8 lambda =  0.165707 
## Iteration 9 lambda =  0.1657053 
## Iteration 10 lambda =  0.165705 
## Iteration 11 lambda =  0.1657049 
## Iteration 1 lambda =  0.4118632 
## Iteration 2 lambda =  0.2942359 
## Iteration 3 lambda =  0.2707104 
## Iteration 4 lambda =  0.2660053 
## Iteration 5 lambda =  0.2650643 
## Iteration 6 lambda =  0.2648761 
## Iteration 7 lambda =  0.2648384 
## Iteration 8 lambda =  0.2648309 
## Iteration 9 lambda =  0.2648294 
## Iteration 10 lambda =  0.2648291 
## Iteration 11 lambda =  0.264829 
## Iteration 1 lambda =  0.3007834 
## Iteration 2 lambda =  0.1609401 
## Iteration 3 lambda =  0.1329715 
## Iteration 4 lambda =  0.1273777 
## Iteration 5 lambda =  0.126259 
## Iteration 6 lambda =  0.1260352 
## Iteration 7 lambda =  0.1259905 
## Iteration 8 lambda =  0.1259815 
## Iteration 9 lambda =  0.1259798 
## Iteration 10 lambda =  0.1259794 
## Iteration 11 lambda =  0.1259793 
## Iteration 1 lambda =  0.4338555 
## Iteration 2 lambda =  0.3206265 
## Iteration 3 lambda =  0.2979808 
## Iteration 4 lambda =  0.2934516 
## Iteration 5 lambda =  0.2925458 
## Iteration 6 lambda =  0.2923646 
## Iteration 7 lambda =  0.2923284 
## Iteration 8 lambda =  0.2923211 
## Iteration 9 lambda =  0.2923197 
## Iteration 10 lambda =  0.2923194 
## Iteration 11 lambda =  0.2923193 
## Iteration 1 lambda =  0.3791553 
## Iteration 2 lambda =  0.2549864 
## Iteration 3 lambda =  0.2301526 
## Iteration 4 lambda =  0.2251858 
## Iteration 5 lambda =  0.2241925 
## Iteration 6 lambda =  0.2239938 
## Iteration 7 lambda =  0.2239541 
## Iteration 8 lambda =  0.2239461 
## Iteration 9 lambda =  0.2239445 
## Iteration 10 lambda =  0.2239442 
## Iteration 11 lambda =  0.2239442 
## Iteration 1 lambda =  0.3649413 
## Iteration 2 lambda =  0.2379295 
## Iteration 3 lambda =  0.2125272 
## Iteration 4 lambda =  0.2074467 
## Iteration 5 lambda =  0.2064306 
## Iteration 6 lambda =  0.2062274 
## Iteration 7 lambda =  0.2061868 
## Iteration 8 lambda =  0.2061786 
## Iteration 9 lambda =  0.206177 
## Iteration 10 lambda =  0.2061767 
## Iteration 11 lambda =  0.2061766 
## Iteration 1 lambda =  0.3094388 
## Iteration 2 lambda =  0.1713265 
## Iteration 3 lambda =  0.1437041 
## Iteration 4 lambda =  0.1381796 
## Iteration 5 lambda =  0.1370747 
## Iteration 6 lambda =  0.1368537 
## Iteration 7 lambda =  0.1368095 
## Iteration 8 lambda =  0.1368007 
## Iteration 9 lambda =  0.1367989 
## Iteration 10 lambda =  0.1367986 
## Iteration 11 lambda =  0.1367985 
## Iteration 1 lambda =  0.3736211 
## Iteration 2 lambda =  0.2483453 
## Iteration 3 lambda =  0.2232902 
## Iteration 4 lambda =  0.2182792 
## Iteration 5 lambda =  0.217277 
## Iteration 6 lambda =  0.2170765 
## Iteration 7 lambda =  0.2170364 
## Iteration 8 lambda =  0.2170284 
## Iteration 9 lambda =  0.2170268 
## Iteration 10 lambda =  0.2170265 
## Iteration 11 lambda =  0.2170264 
## Iteration 1 lambda =  0.4367794 
## Iteration 2 lambda =  0.3241353 
## Iteration 3 lambda =  0.3016064 
## Iteration 4 lambda =  0.2971007 
## Iteration 5 lambda =  0.2961995 
## Iteration 6 lambda =  0.2960193 
## Iteration 7 lambda =  0.2959832 
## Iteration 8 lambda =  0.295976 
## Iteration 9 lambda =  0.2959746 
## Iteration 10 lambda =  0.2959743 
## Iteration 11 lambda =  0.2959743 
## Iteration 1 lambda =  0.3901617 
## Iteration 2 lambda =  0.2681941 
## Iteration 3 lambda =  0.2438006 
## Iteration 4 lambda =  0.2389218 
## Iteration 5 lambda =  0.2379461 
## Iteration 6 lambda =  0.237751 
## Iteration 7 lambda =  0.2377119 
## Iteration 8 lambda =  0.2377041 
## Iteration 9 lambda =  0.2377026 
## Iteration 10 lambda =  0.2377022 
## Iteration 11 lambda =  0.2377022 
## Iteration 1 lambda =  0.3222887 
## Iteration 2 lambda =  0.1867464 
## Iteration 3 lambda =  0.1596379 
## Iteration 4 lambda =  0.1542162 
## Iteration 5 lambda =  0.1531319 
## Iteration 6 lambda =  0.152915 
## Iteration 7 lambda =  0.1528717 
## Iteration 8 lambda =  0.152863 
## Iteration 9 lambda =  0.1528613 
## Iteration 10 lambda =  0.1528609 
## Iteration 11 lambda =  0.1528608 
## Iteration 1 lambda =  0.367557 
## Iteration 2 lambda =  0.2410684 
## Iteration 3 lambda =  0.2157707 
## Iteration 4 lambda =  0.2107112 
## Iteration 5 lambda =  0.2096993 
## Iteration 6 lambda =  0.2094969 
## Iteration 7 lambda =  0.2094564 
## Iteration 8 lambda =  0.2094483 
## Iteration 9 lambda =  0.2094467 
## Iteration 10 lambda =  0.2094464 
## Iteration 11 lambda =  0.2094463 
## Iteration 1 lambda =  0.3581897 
## Iteration 2 lambda =  0.2298277 
## Iteration 3 lambda =  0.2041553 
## Iteration 4 lambda =  0.1990208 
## Iteration 5 lambda =  0.1979939 
## Iteration 6 lambda =  0.1977885 
## Iteration 7 lambda =  0.1977474 
## Iteration 8 lambda =  0.1977392 
## Iteration 9 lambda =  0.1977376 
## Iteration 10 lambda =  0.1977372 
## Iteration 11 lambda =  0.1977372 
## Iteration 1 lambda =  0.3929042 
## Iteration 2 lambda =  0.271485 
## Iteration 3 lambda =  0.2472012 
## Iteration 4 lambda =  0.2423444 
## Iteration 5 lambda =  0.2413731 
## Iteration 6 lambda =  0.2411788 
## Iteration 7 lambda =  0.24114 
## Iteration 8 lambda =  0.2411322 
## Iteration 9 lambda =  0.2411306 
## Iteration 10 lambda =  0.2411303 
## Iteration 11 lambda =  0.2411303 
## Iteration 1 lambda =  0.3836736 
## Iteration 2 lambda =  0.2604083 
## Iteration 3 lambda =  0.2357552 
## Iteration 4 lambda =  0.2308246 
## Iteration 5 lambda =  0.2298385 
## Iteration 6 lambda =  0.2296413 
## Iteration 7 lambda =  0.2296018 
## Iteration 8 lambda =  0.2295939 
## Iteration 9 lambda =  0.2295924 
## Iteration 10 lambda =  0.229592 
## Iteration 11 lambda =  0.229592 
## Iteration 1 lambda =  0.4052636 
## Iteration 2 lambda =  0.2863163 
## Iteration 3 lambda =  0.2625268 
## Iteration 4 lambda =  0.2577689 
## Iteration 5 lambda =  0.2568173 
## Iteration 6 lambda =  0.256627 
## Iteration 7 lambda =  0.256589 
## Iteration 8 lambda =  0.2565813 
## Iteration 9 lambda =  0.2565798 
## Iteration 10 lambda =  0.2565795 
## Iteration 11 lambda =  0.2565795 
## Iteration 1 lambda =  0.3950575 
## Iteration 2 lambda =  0.274069 
## Iteration 3 lambda =  0.2498713 
## Iteration 4 lambda =  0.2450318 
## Iteration 5 lambda =  0.2440639 
## Iteration 6 lambda =  0.2438703 
## Iteration 7 lambda =  0.2438316 
## Iteration 8 lambda =  0.2438239 
## Iteration 9 lambda =  0.2438223 
## Iteration 10 lambda =  0.243822 
## Iteration 11 lambda =  0.2438219 
## Iteration 1 lambda =  0.3809345 
## Iteration 2 lambda =  0.2571214 
## Iteration 3 lambda =  0.2323588 
## Iteration 4 lambda =  0.2274063 
## Iteration 5 lambda =  0.2264157 
## Iteration 6 lambda =  0.2262176 
## Iteration 7 lambda =  0.226178 
## Iteration 8 lambda =  0.2261701 
## Iteration 9 lambda =  0.2261685 
## Iteration 10 lambda =  0.2261682 
## Iteration 11 lambda =  0.2261681 
## Iteration 1 lambda =  0.358394 
## Iteration 2 lambda =  0.2300728 
## Iteration 3 lambda =  0.2044086 
## Iteration 4 lambda =  0.1992757 
## Iteration 5 lambda =  0.1982492 
## Iteration 6 lambda =  0.1980438 
## Iteration 7 lambda =  0.1980028 
## Iteration 8 lambda =  0.1979946 
## Iteration 9 lambda =  0.1979929 
## Iteration 10 lambda =  0.1979926 
## Iteration 11 lambda =  0.1979925 
## Iteration 1 lambda =  0.2953468 
## Iteration 2 lambda =  0.1544162 
## Iteration 3 lambda =  0.1262301 
## Iteration 4 lambda =  0.1205928 
## Iteration 5 lambda =  0.1194654 
## Iteration 6 lambda =  0.1192399 
## Iteration 7 lambda =  0.1191948 
## Iteration 8 lambda =  0.1191858 
## Iteration 9 lambda =  0.119184 
## Iteration 10 lambda =  0.1191836 
## Iteration 11 lambda =  0.1191836 
## Iteration 1 lambda =  0.3453562 
## Iteration 2 lambda =  0.2144275 
## Iteration 3 lambda =  0.1882417 
## Iteration 4 lambda =  0.1830046 
## Iteration 5 lambda =  0.1819572 
## Iteration 6 lambda =  0.1817477 
## Iteration 7 lambda =  0.1817058 
## Iteration 8 lambda =  0.1816974 
## Iteration 9 lambda =  0.1816957 
## Iteration 10 lambda =  0.1816954 
## Iteration 11 lambda =  0.1816953 
## Iteration 1 lambda =  0.4307026 
## Iteration 2 lambda =  0.3168431 
## Iteration 3 lambda =  0.2940712 
## Iteration 4 lambda =  0.2895168 
## Iteration 5 lambda =  0.288606 
## Iteration 6 lambda =  0.2884238 
## Iteration 7 lambda =  0.2883874 
## Iteration 8 lambda =  0.2883801 
## Iteration 9 lambda =  0.2883786 
## Iteration 10 lambda =  0.2883783 
## Iteration 11 lambda =  0.2883783 
## Iteration 1 lambda =  0.3606001 
## Iteration 2 lambda =  0.2327202 
## Iteration 3 lambda =  0.2071442 
## Iteration 4 lambda =  0.202029 
## Iteration 5 lambda =  0.2010059 
## Iteration 6 lambda =  0.2008013 
## Iteration 7 lambda =  0.2007604 
## Iteration 8 lambda =  0.2007522 
## Iteration 9 lambda =  0.2007506 
## Iteration 10 lambda =  0.2007502 
## Iteration 11 lambda =  0.2007502 
## Iteration 1 lambda =  0.3973584 
## Iteration 2 lambda =  0.2768301 
## Iteration 3 lambda =  0.2527245 
## Iteration 4 lambda =  0.2479033 
## Iteration 5 lambda =  0.2469391 
## Iteration 6 lambda =  0.2467463 
## Iteration 7 lambda =  0.2467077 
## Iteration 8 lambda =  0.2467 
## Iteration 9 lambda =  0.2466984 
## Iteration 10 lambda =  0.2466981 
## Iteration 11 lambda =  0.2466981 
## Iteration 1 lambda =  0.4022702 
## Iteration 2 lambda =  0.2827243 
## Iteration 3 lambda =  0.2588151 
## Iteration 4 lambda =  0.2540333 
## Iteration 5 lambda =  0.2530769 
## Iteration 6 lambda =  0.2528856 
## Iteration 7 lambda =  0.2528474 
## Iteration 8 lambda =  0.2528397 
## Iteration 9 lambda =  0.2528382 
## Iteration 10 lambda =  0.2528379 
## Iteration 11 lambda =  0.2528378 
## Iteration 1 lambda =  0.3647864 
## Iteration 2 lambda =  0.2377437 
## Iteration 3 lambda =  0.2123352 
## Iteration 4 lambda =  0.2072535 
## Iteration 5 lambda =  0.2062371 
## Iteration 6 lambda =  0.2060339 
## Iteration 7 lambda =  0.2059932 
## Iteration 8 lambda =  0.2059851 
## Iteration 9 lambda =  0.2059835 
## Iteration 10 lambda =  0.2059831 
## Iteration 11 lambda =  0.2059831 
## Iteration 1 lambda =  0.3764874 
## Iteration 2 lambda =  0.2517848 
## Iteration 3 lambda =  0.2268443 
## Iteration 4 lambda =  0.2218562 
## Iteration 5 lambda =  0.2208586 
## Iteration 6 lambda =  0.2206591 
## Iteration 7 lambda =  0.2206192 
## Iteration 8 lambda =  0.2206112 
## Iteration 9 lambda =  0.2206096 
## Iteration 10 lambda =  0.2206093 
## Iteration 11 lambda =  0.2206092 
## Iteration 1 lambda =  0.3205726 
## Iteration 2 lambda =  0.1846872 
## Iteration 3 lambda =  0.1575101 
## Iteration 4 lambda =  0.1520747 
## Iteration 5 lambda =  0.1509876 
## Iteration 6 lambda =  0.1507702 
## Iteration 7 lambda =  0.1507267 
## Iteration 8 lambda =  0.150718 
## Iteration 9 lambda =  0.1507162 
## Iteration 10 lambda =  0.1507159 
## Iteration 11 lambda =  0.1507158 
## Iteration 1 lambda =  0.4205524 
## Iteration 2 lambda =  0.3046629 
## Iteration 3 lambda =  0.281485 
## Iteration 4 lambda =  0.2768494 
## Iteration 5 lambda =  0.2759223 
## Iteration 6 lambda =  0.2757369 
## Iteration 7 lambda =  0.2756998 
## Iteration 8 lambda =  0.2756924 
## Iteration 9 lambda =  0.2756909 
## Iteration 10 lambda =  0.2756906 
## Iteration 11 lambda =  0.2756905 
## Iteration 1 lambda =  0.2996174 
## Iteration 2 lambda =  0.1595409 
## Iteration 3 lambda =  0.1315256 
## Iteration 4 lambda =  0.1259225 
## Iteration 5 lambda =  0.1248019 
## Iteration 6 lambda =  0.1245778 
## Iteration 7 lambda =  0.1245329 
## Iteration 8 lambda =  0.124524 
## Iteration 9 lambda =  0.1245222 
## Iteration 10 lambda =  0.1245218 
## Iteration 11 lambda =  0.1245217 
## Iteration 1 lambda =  0.3703326 
## Iteration 2 lambda =  0.2443991 
## Iteration 3 lambda =  0.2192124 
## Iteration 4 lambda =  0.214175 
## Iteration 5 lambda =  0.2131676 
## Iteration 6 lambda =  0.2129661 
## Iteration 7 lambda =  0.2129258 
## Iteration 8 lambda =  0.2129177 
## Iteration 9 lambda =  0.2129161 
## Iteration 10 lambda =  0.2129158 
## Iteration 11 lambda =  0.2129157 
## Iteration 1 lambda =  0.3292417 
## Iteration 2 lambda =  0.1950901 
## Iteration 3 lambda =  0.1682598 
## Iteration 4 lambda =  0.1628937 
## Iteration 5 lambda =  0.1618205 
## Iteration 6 lambda =  0.1616058 
## Iteration 7 lambda =  0.1615629 
## Iteration 8 lambda =  0.1615543 
## Iteration 9 lambda =  0.1615526 
## Iteration 10 lambda =  0.1615523 
## Iteration 11 lambda =  0.1615522 
## Iteration 1 lambda =  0.3608645 
## Iteration 2 lambda =  0.2330374 
## Iteration 3 lambda =  0.207472 
## Iteration 4 lambda =  0.2023589 
## Iteration 5 lambda =  0.2013363 
## Iteration 6 lambda =  0.2011318 
## Iteration 7 lambda =  0.2010909 
## Iteration 8 lambda =  0.2010827 
## Iteration 9 lambda =  0.2010811 
## Iteration 10 lambda =  0.2010807 
## Iteration 11 lambda =  0.2010807 
## Iteration 1 lambda =  0.4230189 
## Iteration 2 lambda =  0.3076226 
## Iteration 3 lambda =  0.2845434 
## Iteration 4 lambda =  0.2799276 
## Iteration 5 lambda =  0.2790044 
## Iteration 6 lambda =  0.2788198 
## Iteration 7 lambda =  0.2787828 
## Iteration 8 lambda =  0.2787754 
## Iteration 9 lambda =  0.278774 
## Iteration 10 lambda =  0.2787737 
## Iteration 11 lambda =  0.2787736 
## Iteration 1 lambda =  0.375571 
## Iteration 2 lambda =  0.2506852 
## Iteration 3 lambda =  0.2257081 
## Iteration 4 lambda =  0.2207126 
## Iteration 5 lambda =  0.2197135 
## Iteration 6 lambda =  0.2195137 
## Iteration 7 lambda =  0.2194738 
## Iteration 8 lambda =  0.2194658 
## Iteration 9 lambda =  0.2194642 
## Iteration 10 lambda =  0.2194638 
## Iteration 11 lambda =  0.2194638 
## Iteration 1 lambda =  0.3236133 
## Iteration 2 lambda =  0.1883359 
## Iteration 3 lambda =  0.1612805 
## Iteration 4 lambda =  0.1558694 
## Iteration 5 lambda =  0.1547871 
## Iteration 6 lambda =  0.1545707 
## Iteration 7 lambda =  0.1545274 
## Iteration 8 lambda =  0.1545188 
## Iteration 9 lambda =  0.154517 
## Iteration 10 lambda =  0.1545167 
## Iteration 11 lambda =  0.1545166 
## Iteration 1 lambda =  0.390845 
## Iteration 2 lambda =  0.269014 
## Iteration 3 lambda =  0.2446478 
## Iteration 4 lambda =  0.2397745 
## Iteration 5 lambda =  0.2387999 
## Iteration 6 lambda =  0.238605 
## Iteration 7 lambda =  0.238566 
## Iteration 8 lambda =  0.2385582 
## Iteration 9 lambda =  0.2385566 
## Iteration 10 lambda =  0.2385563 
## Iteration 11 lambda =  0.2385562 
## Iteration 1 lambda =  0.3647626 
## Iteration 2 lambda =  0.2377152 
## Iteration 3 lambda =  0.2123057 
## Iteration 4 lambda =  0.2072238 
## Iteration 5 lambda =  0.2062074 
## Iteration 6 lambda =  0.2060041 
## Iteration 7 lambda =  0.2059635 
## Iteration 8 lambda =  0.2059553 
## Iteration 9 lambda =  0.2059537 
## Iteration 10 lambda =  0.2059534 
## Iteration 11 lambda =  0.2059533 
## Iteration 1 lambda =  0.3056489 
## Iteration 2 lambda =  0.1667787 
## Iteration 3 lambda =  0.1390046 
## Iteration 4 lambda =  0.1334498 
## Iteration 5 lambda =  0.1323389 
## Iteration 6 lambda =  0.1321167 
## Iteration 7 lambda =  0.1320722 
## Iteration 8 lambda =  0.1320633 
## Iteration 9 lambda =  0.1320616 
## Iteration 10 lambda =  0.1320612 
## Iteration 11 lambda =  0.1320611 
## Iteration 1 lambda =  0.3999898 
## Iteration 2 lambda =  0.2799877 
## Iteration 3 lambda =  0.2559873 
## Iteration 4 lambda =  0.2511872 
## Iteration 5 lambda =  0.2502272 
## Iteration 6 lambda =  0.2500352 
## Iteration 7 lambda =  0.2499968 
## Iteration 8 lambda =  0.2499891 
## Iteration 9 lambda =  0.2499876 
## Iteration 10 lambda =  0.2499873 
## Iteration 11 lambda =  0.2499872 
## Iteration 1 lambda =  0.2952555 
## Iteration 2 lambda =  0.1543066 
## Iteration 3 lambda =  0.1261168 
## Iteration 4 lambda =  0.1204789 
## Iteration 5 lambda =  0.1193513 
## Iteration 6 lambda =  0.1191258 
## Iteration 7 lambda =  0.1190807 
## Iteration 8 lambda =  0.1190716 
## Iteration 9 lambda =  0.1190698 
## Iteration 10 lambda =  0.1190695 
## Iteration 11 lambda =  0.1190694 
## Iteration 1 lambda =  0.3550641 
## Iteration 2 lambda =  0.226077 
## Iteration 3 lambda =  0.2002795 
## Iteration 4 lambda =  0.19512 
## Iteration 5 lambda =  0.1940881 
## Iteration 6 lambda =  0.1938818 
## Iteration 7 lambda =  0.1938405 
## Iteration 8 lambda =  0.1938322 
## Iteration 9 lambda =  0.1938306 
## Iteration 10 lambda =  0.1938303 
## Iteration 11 lambda =  0.1938302 
## Iteration 1 lambda =  0.3707221 
## Iteration 2 lambda =  0.2448665 
## Iteration 3 lambda =  0.2196954 
## Iteration 4 lambda =  0.2146612 
## Iteration 5 lambda =  0.2136543 
## Iteration 6 lambda =  0.213453 
## Iteration 7 lambda =  0.2134127 
## Iteration 8 lambda =  0.2134046 
## Iteration 9 lambda =  0.213403 
## Iteration 10 lambda =  0.2134027 
## Iteration 11 lambda =  0.2134027 
## Iteration 1 lambda =  0.3803087 
## Iteration 2 lambda =  0.2563705 
## Iteration 3 lambda =  0.2315828 
## Iteration 4 lambda =  0.2266253 
## Iteration 5 lambda =  0.2256338 
## Iteration 6 lambda =  0.2254355 
## Iteration 7 lambda =  0.2253958 
## Iteration 8 lambda =  0.2253879 
## Iteration 9 lambda =  0.2253863 
## Iteration 10 lambda =  0.225386 
## Iteration 11 lambda =  0.2253859 
## Iteration 1 lambda =  0.3621629 
## Iteration 2 lambda =  0.2345955 
## Iteration 3 lambda =  0.209082 
## Iteration 4 lambda =  0.2039793 
## Iteration 5 lambda =  0.2029588 
## Iteration 6 lambda =  0.2027547 
## Iteration 7 lambda =  0.2027138 
## Iteration 8 lambda =  0.2027057 
## Iteration 9 lambda =  0.202704 
## Iteration 10 lambda =  0.2027037 
## Iteration 11 lambda =  0.2027037 
## Iteration 1 lambda =  0.3326306 
## Iteration 2 lambda =  0.1991567 
## Iteration 3 lambda =  0.1724619 
## Iteration 4 lambda =  0.167123 
## Iteration 5 lambda =  0.1660552 
## Iteration 6 lambda =  0.1658416 
## Iteration 7 lambda =  0.1657989 
## Iteration 8 lambda =  0.1657904 
## Iteration 9 lambda =  0.1657887 
## Iteration 10 lambda =  0.1657883 
## Iteration 11 lambda =  0.1657883 
## Iteration 1 lambda =  0.3531301 
## Iteration 2 lambda =  0.2237561 
## Iteration 3 lambda =  0.1978813 
## Iteration 4 lambda =  0.1927063 
## Iteration 5 lambda =  0.1916713 
## Iteration 6 lambda =  0.1914643 
## Iteration 7 lambda =  0.191423 
## Iteration 8 lambda =  0.1914147 
## Iteration 9 lambda =  0.191413 
## Iteration 10 lambda =  0.1914127 
## Iteration 11 lambda =  0.1914126 
## Iteration 1 lambda =  0.3053401 
## Iteration 2 lambda =  0.1664081 
## Iteration 3 lambda =  0.1386217 
## Iteration 4 lambda =  0.1330644 
## Iteration 5 lambda =  0.1319529 
## Iteration 6 lambda =  0.1317306 
## Iteration 7 lambda =  0.1316862 
## Iteration 8 lambda =  0.1316773 
## Iteration 9 lambda =  0.1316755 
## Iteration 10 lambda =  0.1316752 
## Iteration 11 lambda =  0.1316751 
## Iteration 1 lambda =  0.3636654 
## Iteration 2 lambda =  0.2363985 
## Iteration 3 lambda =  0.2109451 
## Iteration 4 lambda =  0.2058544 
## Iteration 5 lambda =  0.2048363 
## Iteration 6 lambda =  0.2046326 
## Iteration 7 lambda =  0.2045919 
## Iteration 8 lambda =  0.2045838 
## Iteration 9 lambda =  0.2045821 
## Iteration 10 lambda =  0.2045818 
## Iteration 11 lambda =  0.2045817 
## Iteration 1 lambda =  0.3647219 
## Iteration 2 lambda =  0.2376663 
## Iteration 3 lambda =  0.2122552 
## Iteration 4 lambda =  0.207173 
## Iteration 5 lambda =  0.2061565 
## Iteration 6 lambda =  0.2059533 
## Iteration 7 lambda =  0.2059126 
## Iteration 8 lambda =  0.2059045 
## Iteration 9 lambda =  0.2059028 
## Iteration 10 lambda =  0.2059025 
## Iteration 11 lambda =  0.2059025 
## Iteration 1 lambda =  0.3540025 
## Iteration 2 lambda =  0.224803 
## Iteration 3 lambda =  0.1989631 
## Iteration 4 lambda =  0.1937951 
## Iteration 5 lambda =  0.1927615 
## Iteration 6 lambda =  0.1925548 
## Iteration 7 lambda =  0.1925135 
## Iteration 8 lambda =  0.1925052 
## Iteration 9 lambda =  0.1925035 
## Iteration 10 lambda =  0.1925032 
## Iteration 11 lambda =  0.1925031 
## Iteration 1 lambda =  0.4301773 
## Iteration 2 lambda =  0.3162128 
## Iteration 3 lambda =  0.2934199 
## Iteration 4 lambda =  0.2888613 
## Iteration 5 lambda =  0.2879496 
## Iteration 6 lambda =  0.2877672 
## Iteration 7 lambda =  0.2877308 
## Iteration 8 lambda =  0.2877235 
## Iteration 9 lambda =  0.287722 
## Iteration 10 lambda =  0.2877217 
## Iteration 11 lambda =  0.2877217 
## Iteration 1 lambda =  0.3782452 
## Iteration 2 lambda =  0.2538943 
## Iteration 3 lambda =  0.2290241 
## Iteration 4 lambda =  0.2240501 
## Iteration 5 lambda =  0.2230553 
## Iteration 6 lambda =  0.2228563 
## Iteration 7 lambda =  0.2228165 
## Iteration 8 lambda =  0.2228085 
## Iteration 9 lambda =  0.2228069 
## Iteration 10 lambda =  0.2228066 
## Iteration 11 lambda =  0.2228066 
## Iteration 1 lambda =  0.3462703 
## Iteration 2 lambda =  0.2155243 
## Iteration 3 lambda =  0.1893751 
## Iteration 4 lambda =  0.1841453 
## Iteration 5 lambda =  0.1830993 
## Iteration 6 lambda =  0.1828901 
## Iteration 7 lambda =  0.1828483 
## Iteration 8 lambda =  0.1828399 
## Iteration 9 lambda =  0.1828382 
## Iteration 10 lambda =  0.1828379 
## Iteration 11 lambda =  0.1828378 
## Iteration 1 lambda =  0.3480266 
## Iteration 2 lambda =  0.2176319 
## Iteration 3 lambda =  0.1915529 
## Iteration 4 lambda =  0.1863371 
## Iteration 5 lambda =  0.185294 
## Iteration 6 lambda =  0.1850854 
## Iteration 7 lambda =  0.1850436 
## Iteration 8 lambda =  0.1850353 
## Iteration 9 lambda =  0.1850336 
## Iteration 10 lambda =  0.1850333 
## Iteration 11 lambda =  0.1850332 
## Iteration 1 lambda =  0.411869 
## Iteration 2 lambda =  0.2942428 
## Iteration 3 lambda =  0.2707175 
## Iteration 4 lambda =  0.2660125 
## Iteration 5 lambda =  0.2650715 
## Iteration 6 lambda =  0.2648833 
## Iteration 7 lambda =  0.2648456 
## Iteration 8 lambda =  0.2648381 
## Iteration 9 lambda =  0.2648366 
## Iteration 10 lambda =  0.2648363 
## Iteration 11 lambda =  0.2648362 
## Iteration 1 lambda =  0.3233052 
## Iteration 2 lambda =  0.1879662 
## Iteration 3 lambda =  0.1608984 
## Iteration 4 lambda =  0.1554848 
## Iteration 5 lambda =  0.1544021 
## Iteration 6 lambda =  0.1541856 
## Iteration 7 lambda =  0.1541423 
## Iteration 8 lambda =  0.1541336 
## Iteration 9 lambda =  0.1541319 
## Iteration 10 lambda =  0.1541315 
## Iteration 11 lambda =  0.1541315 
## Iteration 1 lambda =  0.4054488 
## Iteration 2 lambda =  0.2865385 
## Iteration 3 lambda =  0.2627565 
## Iteration 4 lambda =  0.258 
## Iteration 5 lambda =  0.2570488 
## Iteration 6 lambda =  0.2568585 
## Iteration 7 lambda =  0.2568205 
## Iteration 8 lambda =  0.2568128 
## Iteration 9 lambda =  0.2568113 
## Iteration 10 lambda =  0.256811 
## Iteration 11 lambda =  0.256811 
## Iteration 1 lambda =  0.3792281 
## Iteration 2 lambda =  0.2550737 
## Iteration 3 lambda =  0.2302428 
## Iteration 4 lambda =  0.2252766 
## Iteration 5 lambda =  0.2242834 
## Iteration 6 lambda =  0.2240848 
## Iteration 7 lambda =  0.224045 
## Iteration 8 lambda =  0.2240371 
## Iteration 9 lambda =  0.2240355 
## Iteration 10 lambda =  0.2240352 
## Iteration 11 lambda =  0.2240351 
## Iteration 1 lambda =  0.3144311 
## Iteration 2 lambda =  0.1773174 
## Iteration 3 lambda =  0.1498946 
## Iteration 4 lambda =  0.1444101 
## Iteration 5 lambda =  0.1433131 
## Iteration 6 lambda =  0.1430938 
## Iteration 7 lambda =  0.1430499 
## Iteration 8 lambda =  0.1430411 
## Iteration 9 lambda =  0.1430394 
## Iteration 10 lambda =  0.143039 
## Iteration 11 lambda =  0.1430389 
## Iteration 1 lambda =  0.3127134 
## Iteration 2 lambda =  0.175256 
## Iteration 3 lambda =  0.1477646 
## Iteration 4 lambda =  0.1422663 
## Iteration 5 lambda =  0.1411666 
## Iteration 6 lambda =  0.1409467 
## Iteration 7 lambda =  0.1409027 
## Iteration 8 lambda =  0.1408939 
## Iteration 9 lambda =  0.1408921 
## Iteration 10 lambda =  0.1408918 
## Iteration 11 lambda =  0.1408917 
## Iteration 1 lambda =  0.401107 
## Iteration 2 lambda =  0.2813284 
## Iteration 3 lambda =  0.2573727 
## Iteration 4 lambda =  0.2525816 
## Iteration 5 lambda =  0.2516233 
## Iteration 6 lambda =  0.2514317 
## Iteration 7 lambda =  0.2513934 
## Iteration 8 lambda =  0.2513857 
## Iteration 9 lambda =  0.2513842 
## Iteration 10 lambda =  0.2513838 
## Iteration 11 lambda =  0.2513838 
## Iteration 1 lambda =  0.3789662 
## Iteration 2 lambda =  0.2547594 
## Iteration 3 lambda =  0.229918 
## Iteration 4 lambda =  0.2249498 
## Iteration 5 lambda =  0.2239561 
## Iteration 6 lambda =  0.2237574 
## Iteration 7 lambda =  0.2237176 
## Iteration 8 lambda =  0.2237097 
## Iteration 9 lambda =  0.2237081 
## Iteration 10 lambda =  0.2237078 
## Iteration 11 lambda =  0.2237077 
## Iteration 1 lambda =  0.3391526 
## Iteration 2 lambda =  0.2069831 
## Iteration 3 lambda =  0.1805492 
## Iteration 4 lambda =  0.1752625 
## Iteration 5 lambda =  0.1742051 
## Iteration 6 lambda =  0.1739936 
## Iteration 7 lambda =  0.1739513 
## Iteration 8 lambda =  0.1739429 
## Iteration 9 lambda =  0.1739412 
## Iteration 10 lambda =  0.1739409 
## Iteration 11 lambda =  0.1739408 
## Iteration 1 lambda =  0.4079806 
## Iteration 2 lambda =  0.2895768 
## Iteration 3 lambda =  0.265896 
## Iteration 4 lambda =  0.2611598 
## Iteration 5 lambda =  0.2602126 
## Iteration 6 lambda =  0.2600231 
## Iteration 7 lambda =  0.2599853 
## Iteration 8 lambda =  0.2599777 
## Iteration 9 lambda =  0.2599762 
## Iteration 10 lambda =  0.2599759 
## Iteration 11 lambda =  0.2599758 
## Iteration 1 lambda =  0.312501 
## Iteration 2 lambda =  0.1750012 
## Iteration 3 lambda =  0.1475012 
## Iteration 4 lambda =  0.1420012 
## Iteration 5 lambda =  0.1409012 
## Iteration 6 lambda =  0.1406812 
## Iteration 7 lambda =  0.1406372 
## Iteration 8 lambda =  0.1406284 
## Iteration 9 lambda =  0.1406267 
## Iteration 10 lambda =  0.1406263 
## Iteration 11 lambda =  0.1406263 
## Iteration 1 lambda =  0.397323 
## Iteration 2 lambda =  0.2767875 
## Iteration 3 lambda =  0.2526805 
## Iteration 4 lambda =  0.247859 
## Iteration 5 lambda =  0.2468948 
## Iteration 6 lambda =  0.2467019 
## Iteration 7 lambda =  0.2466633 
## Iteration 8 lambda =  0.2466556 
## Iteration 9 lambda =  0.2466541 
## Iteration 10 lambda =  0.2466538 
## Iteration 11 lambda =  0.2466537 
## Iteration 1 lambda =  0.3268535 
## Iteration 2 lambda =  0.1922242 
## Iteration 3 lambda =  0.1652984 
## Iteration 4 lambda =  0.1599132 
## Iteration 5 lambda =  0.1588362 
## Iteration 6 lambda =  0.1586208 
## Iteration 7 lambda =  0.1585777 
## Iteration 8 lambda =  0.1585691 
## Iteration 9 lambda =  0.1585674 
## Iteration 10 lambda =  0.158567 
## Iteration 11 lambda =  0.1585669 
## Iteration 1 lambda =  0.3371558 
## Iteration 2 lambda =  0.204587 
## Iteration 3 lambda =  0.1780732 
## Iteration 4 lambda =  0.1727705 
## Iteration 5 lambda =  0.1717099 
## Iteration 6 lambda =  0.1714978 
## Iteration 7 lambda =  0.1714554 
## Iteration 8 lambda =  0.1714469 
## Iteration 9 lambda =  0.1714452 
## Iteration 10 lambda =  0.1714449 
## Iteration 11 lambda =  0.1714448 
## Iteration 1 lambda =  0.3418875 
## Iteration 2 lambda =  0.210265 
## Iteration 3 lambda =  0.1839405 
## Iteration 4 lambda =  0.1786756 
## Iteration 5 lambda =  0.1776226 
## Iteration 6 lambda =  0.177412 
## Iteration 7 lambda =  0.1773699 
## Iteration 8 lambda =  0.1773615 
## Iteration 9 lambda =  0.1773598 
## Iteration 10 lambda =  0.1773595 
## Iteration 11 lambda =  0.1773594 
## Iteration 1 lambda =  0.4011737 
## Iteration 2 lambda =  0.2814084 
## Iteration 3 lambda =  0.2574553 
## Iteration 4 lambda =  0.2526647 
## Iteration 5 lambda =  0.2517066 
## Iteration 6 lambda =  0.251515 
## Iteration 7 lambda =  0.2514767 
## Iteration 8 lambda =  0.251469 
## Iteration 9 lambda =  0.2514675 
## Iteration 10 lambda =  0.2514672 
## Iteration 11 lambda =  0.2514671 
## Iteration 1 lambda =  0.3867893 
## Iteration 2 lambda =  0.2641472 
## Iteration 3 lambda =  0.2396187 
## Iteration 4 lambda =  0.2347131 
## Iteration 5 lambda =  0.2337319 
## Iteration 6 lambda =  0.2335357 
## Iteration 7 lambda =  0.2334964 
## Iteration 8 lambda =  0.2334886 
## Iteration 9 lambda =  0.233487 
## Iteration 10 lambda =  0.2334867 
## Iteration 11 lambda =  0.2334867 
## Iteration 1 lambda =  0.3157594 
## Iteration 2 lambda =  0.1789112 
## Iteration 3 lambda =  0.1515416 
## Iteration 4 lambda =  0.1460677 
## Iteration 5 lambda =  0.1449729 
## Iteration 6 lambda =  0.1447539 
## Iteration 7 lambda =  0.1447102 
## Iteration 8 lambda =  0.1447014 
## Iteration 9 lambda =  0.1446996 
## Iteration 10 lambda =  0.1446993 
## Iteration 11 lambda =  0.1446992 
## Iteration 1 lambda =  0.3527791 
## Iteration 2 lambda =  0.2233349 
## Iteration 3 lambda =  0.1974461 
## Iteration 4 lambda =  0.1922683 
## Iteration 5 lambda =  0.1912328 
## Iteration 6 lambda =  0.1910257 
## Iteration 7 lambda =  0.1909842 
## Iteration 8 lambda =  0.190976 
## Iteration 9 lambda =  0.1909743 
## Iteration 10 lambda =  0.190974 
## Iteration 11 lambda =  0.1909739 
## Iteration 1 lambda =  0.3797646 
## Iteration 2 lambda =  0.2557175 
## Iteration 3 lambda =  0.2309081 
## Iteration 4 lambda =  0.2259462 
## Iteration 5 lambda =  0.2249538 
## Iteration 6 lambda =  0.2247553 
## Iteration 7 lambda =  0.2247156 
## Iteration 8 lambda =  0.2247077 
## Iteration 9 lambda =  0.2247061 
## Iteration 10 lambda =  0.2247058 
## Iteration 11 lambda =  0.2247057 
## Iteration 1 lambda =  0.331973 
## Iteration 2 lambda =  0.1983676 
## Iteration 3 lambda =  0.1716465 
## Iteration 4 lambda =  0.1663023 
## Iteration 5 lambda =  0.1652334 
## Iteration 6 lambda =  0.1650197 
## Iteration 7 lambda =  0.1649769 
## Iteration 8 lambda =  0.1649684 
## Iteration 9 lambda =  0.1649666 
## Iteration 10 lambda =  0.1649663 
## Iteration 11 lambda =  0.1649662 
## Iteration 1 lambda =  0.3193209 
## Iteration 2 lambda =  0.1831851 
## Iteration 3 lambda =  0.1559579 
## Iteration 4 lambda =  0.1505125 
## Iteration 5 lambda =  0.1494234 
## Iteration 6 lambda =  0.1492056 
## Iteration 7 lambda =  0.149162 
## Iteration 8 lambda =  0.1491533 
## Iteration 9 lambda =  0.1491516 
## Iteration 10 lambda =  0.1491512 
## Iteration 11 lambda =  0.1491512 
## Iteration 1 lambda =  0.3386759 
## Iteration 2 lambda =  0.206411 
## Iteration 3 lambda =  0.1799581 
## Iteration 4 lambda =  0.1746675 
## Iteration 5 lambda =  0.1736094 
## Iteration 6 lambda =  0.1733977 
## Iteration 7 lambda =  0.1733554 
## Iteration 8 lambda =  0.1733469 
## Iteration 9 lambda =  0.1733453 
## Iteration 10 lambda =  0.1733449 
## Iteration 11 lambda =  0.1733448 
## Iteration 1 lambda =  0.3723548 
## Iteration 2 lambda =  0.2468257 
## Iteration 3 lambda =  0.2217199 
## Iteration 4 lambda =  0.2166988 
## Iteration 5 lambda =  0.2156945 
## Iteration 6 lambda =  0.2154937 
## Iteration 7 lambda =  0.2154535 
## Iteration 8 lambda =  0.2154455 
## Iteration 9 lambda =  0.2154439 
## Iteration 10 lambda =  0.2154436 
## Iteration 11 lambda =  0.2154435 
## Iteration 1 lambda =  0.3242295 
## Iteration 2 lambda =  0.1890754 
## Iteration 3 lambda =  0.1620446 
## Iteration 4 lambda =  0.1566384 
## Iteration 5 lambda =  0.1555572 
## Iteration 6 lambda =  0.155341 
## Iteration 7 lambda =  0.1552977 
## Iteration 8 lambda =  0.1552891 
## Iteration 9 lambda =  0.1552873 
## Iteration 10 lambda =  0.155287 
## Iteration 11 lambda =  0.1552869 
## Iteration 1 lambda =  0.3247847 
## Iteration 2 lambda =  0.1897416 
## Iteration 3 lambda =  0.162733 
## Iteration 4 lambda =  0.1573312 
## Iteration 5 lambda =  0.1562509 
## Iteration 6 lambda =  0.1560348 
## Iteration 7 lambda =  0.1559916 
## Iteration 8 lambda =  0.155983 
## Iteration 9 lambda =  0.1559812 
## Iteration 10 lambda =  0.1559809 
## Iteration 11 lambda =  0.1559808 
## Iteration 1 lambda =  0.3362833 
## Iteration 2 lambda =  0.2035399 
## Iteration 3 lambda =  0.1769913 
## Iteration 4 lambda =  0.1716815 
## Iteration 5 lambda =  0.1706196 
## Iteration 6 lambda =  0.1704072 
## Iteration 7 lambda =  0.1703647 
## Iteration 8 lambda =  0.1703562 
## Iteration 9 lambda =  0.1703545 
## Iteration 10 lambda =  0.1703542 
## Iteration 11 lambda =  0.1703541 
## Iteration 1 lambda =  0.3153653 
## Iteration 2 lambda =  0.1784384 
## Iteration 3 lambda =  0.151053 
## Iteration 4 lambda =  0.1455759 
## Iteration 5 lambda =  0.1444805 
## Iteration 6 lambda =  0.1442614 
## Iteration 7 lambda =  0.1442176 
## Iteration 8 lambda =  0.1442089 
## Iteration 9 lambda =  0.1442071 
## Iteration 10 lambda =  0.1442068 
## Iteration 11 lambda =  0.1442067 
## Iteration 1 lambda =  0.3232137 
## Iteration 2 lambda =  0.1878564 
## Iteration 3 lambda =  0.160785 
## Iteration 4 lambda =  0.1553707 
## Iteration 5 lambda =  0.1542878 
## Iteration 6 lambda =  0.1540712 
## Iteration 7 lambda =  0.1540279 
## Iteration 8 lambda =  0.1540193 
## Iteration 9 lambda =  0.1540175 
## Iteration 10 lambda =  0.1540172 
## Iteration 11 lambda =  0.1540171 
## Iteration 1 lambda =  0.3455583 
## Iteration 2 lambda =  0.21467 
## Iteration 3 lambda =  0.1884924 
## Iteration 4 lambda =  0.1832568 
## Iteration 5 lambda =  0.1822097 
## Iteration 6 lambda =  0.1820003 
## Iteration 7 lambda =  0.1819584 
## Iteration 8 lambda =  0.18195 
## Iteration 9 lambda =  0.1819484 
## Iteration 10 lambda =  0.181948 
## Iteration 11 lambda =  0.181948 
## Iteration 1 lambda =  0.3316806 
## Iteration 2 lambda =  0.1980167 
## Iteration 3 lambda =  0.1712839 
## Iteration 4 lambda =  0.1659374 
## Iteration 5 lambda =  0.1648681 
## Iteration 6 lambda =  0.1646542 
## Iteration 7 lambda =  0.1646114 
## Iteration 8 lambda =  0.1646029 
## Iteration 9 lambda =  0.1646012 
## Iteration 10 lambda =  0.1646008 
## Iteration 11 lambda =  0.1646008 
## Iteration 1 lambda =  0.3505387 
## Iteration 2 lambda =  0.2206464 
## Iteration 3 lambda =  0.194668 
## Iteration 4 lambda =  0.1894723 
## Iteration 5 lambda =  0.1884331 
## Iteration 6 lambda =  0.1882253 
## Iteration 7 lambda =  0.1881837 
## Iteration 8 lambda =  0.1881754 
## Iteration 9 lambda =  0.1881738 
## Iteration 10 lambda =  0.1881734 
## Iteration 11 lambda =  0.1881734 
## Iteration 1 lambda =  0.378743 
## Iteration 2 lambda =  0.2544916 
## Iteration 3 lambda =  0.2296413 
## Iteration 4 lambda =  0.2246713 
## Iteration 5 lambda =  0.2236773 
## Iteration 6 lambda =  0.2234785 
## Iteration 7 lambda =  0.2234387 
## Iteration 8 lambda =  0.2234307 
## Iteration 9 lambda =  0.2234292 
## Iteration 10 lambda =  0.2234288 
## Iteration 11 lambda =  0.2234288 
## Iteration 1 lambda =  0.2995253 
## Iteration 2 lambda =  0.1594304 
## Iteration 3 lambda =  0.1314114 
## Iteration 4 lambda =  0.1258076 
## Iteration 5 lambda =  0.1246868 
## Iteration 6 lambda =  0.1244627 
## Iteration 7 lambda =  0.1244178 
## Iteration 8 lambda =  0.1244089 
## Iteration 9 lambda =  0.1244071 
## Iteration 10 lambda =  0.1244067 
## Iteration 11 lambda =  0.1244067 
## Iteration 1 lambda =  0.3023139 
## Iteration 2 lambda =  0.1627767 
## Iteration 3 lambda =  0.1348692 
## Iteration 4 lambda =  0.1292877 
## Iteration 5 lambda =  0.1281714 
## Iteration 6 lambda =  0.1279482 
## Iteration 7 lambda =  0.1279035 
## Iteration 8 lambda =  0.1278946 
## Iteration 9 lambda =  0.1278928 
## Iteration 10 lambda =  0.1278925 
## Iteration 11 lambda =  0.1278924 
## Iteration 1 lambda =  0.3320696 
## Iteration 2 lambda =  0.1984836 
## Iteration 3 lambda =  0.1717664 
## Iteration 4 lambda =  0.1664229 
## Iteration 5 lambda =  0.1653542 
## Iteration 6 lambda =  0.1651405 
## Iteration 7 lambda =  0.1650977 
## Iteration 8 lambda =  0.1650892 
## Iteration 9 lambda =  0.1650875 
## Iteration 10 lambda =  0.1650871 
## Iteration 11 lambda =  0.1650871 
## Iteration 1 lambda =  0.3428663 
## Iteration 2 lambda =  0.2114396 
## Iteration 3 lambda =  0.1851542 
## Iteration 4 lambda =  0.1798971 
## Iteration 5 lambda =  0.1788457 
## Iteration 6 lambda =  0.1786354 
## Iteration 7 lambda =  0.1785934 
## Iteration 8 lambda =  0.178585 
## Iteration 9 lambda =  0.1785833 
## Iteration 10 lambda =  0.178583 
## Iteration 11 lambda =  0.1785829 
## Iteration 1 lambda =  0.4281798 
## Iteration 2 lambda =  0.3138158 
## Iteration 3 lambda =  0.290943 
## Iteration 4 lambda =  0.2863684 
## Iteration 5 lambda =  0.2854535 
## Iteration 6 lambda =  0.2852705 
## Iteration 7 lambda =  0.2852339 
## Iteration 8 lambda =  0.2852266 
## Iteration 9 lambda =  0.2852251 
## Iteration 10 lambda =  0.2852248 
## Iteration 11 lambda =  0.2852248 
## Iteration 1 lambda =  0.3507123 
## Iteration 2 lambda =  0.2208548 
## Iteration 3 lambda =  0.1948833 
## Iteration 4 lambda =  0.189689 
## Iteration 5 lambda =  0.1886501 
## Iteration 6 lambda =  0.1884424 
## Iteration 7 lambda =  0.1884008 
## Iteration 8 lambda =  0.1883925 
## Iteration 9 lambda =  0.1883908 
## Iteration 10 lambda =  0.1883905 
## Iteration 11 lambda =  0.1883904 
## Iteration 1 lambda =  0.3456807 
## Iteration 2 lambda =  0.2148169 
## Iteration 3 lambda =  0.1886441 
## Iteration 4 lambda =  0.1834096 
## Iteration 5 lambda =  0.1823627 
## Iteration 6 lambda =  0.1821533 
## Iteration 7 lambda =  0.1821114 
## Iteration 8 lambda =  0.182103 
## Iteration 9 lambda =  0.1821013 
## Iteration 10 lambda =  0.182101 
## Iteration 11 lambda =  0.1821009 
## Iteration 1 lambda =  0.334689 
## Iteration 2 lambda =  0.2016268 
## Iteration 3 lambda =  0.1750144 
## Iteration 4 lambda =  0.1696919 
## Iteration 5 lambda =  0.1686274 
## Iteration 6 lambda =  0.1684145 
## Iteration 7 lambda =  0.1683719 
## Iteration 8 lambda =  0.1683634 
## Iteration 9 lambda =  0.1683617 
## Iteration 10 lambda =  0.1683613 
## Iteration 11 lambda =  0.1683613 
## Iteration 1 lambda =  0.3887428 
## Iteration 2 lambda =  0.2664914 
## Iteration 3 lambda =  0.2420411 
## Iteration 4 lambda =  0.2371511 
## Iteration 5 lambda =  0.2361731 
## Iteration 6 lambda =  0.2359775 
## Iteration 7 lambda =  0.2359383 
## Iteration 8 lambda =  0.2359305 
## Iteration 9 lambda =  0.2359289 
## Iteration 10 lambda =  0.2359286 
## Iteration 11 lambda =  0.2359286 
## Iteration 1 lambda =  0.3546127 
## Iteration 2 lambda =  0.2255353 
## Iteration 3 lambda =  0.1997198 
## Iteration 4 lambda =  0.1945567 
## Iteration 5 lambda =  0.1935241 
## Iteration 6 lambda =  0.1933176 
## Iteration 7 lambda =  0.1932762 
## Iteration 8 lambda =  0.193268 
## Iteration 9 lambda =  0.1932663 
## Iteration 10 lambda =  0.193266 
## Iteration 11 lambda =  0.1932659 
## Iteration 1 lambda =  0.4253559 
## Iteration 2 lambda =  0.3104271 
## Iteration 3 lambda =  0.2874413 
## Iteration 4 lambda =  0.2828441 
## Iteration 5 lambda =  0.2819247 
## Iteration 6 lambda =  0.2817408 
## Iteration 7 lambda =  0.281704 
## Iteration 8 lambda =  0.2816967 
## Iteration 9 lambda =  0.2816952 
## Iteration 10 lambda =  0.2816949 
## Iteration 11 lambda =  0.2816949 
## Iteration 1 lambda =  0.3714835 
## Iteration 2 lambda =  0.2457802 
## Iteration 3 lambda =  0.2206395 
## Iteration 4 lambda =  0.2156114 
## Iteration 5 lambda =  0.2146058 
## Iteration 6 lambda =  0.2144047 
## Iteration 7 lambda =  0.2143644 
## Iteration 8 lambda =  0.2143564 
## Iteration 9 lambda =  0.2143548 
## Iteration 10 lambda =  0.2143545 
## Iteration 11 lambda =  0.2143544 
## Iteration 1 lambda =  0.3927925 
## Iteration 2 lambda =  0.271351 
## Iteration 3 lambda =  0.2470627 
## Iteration 4 lambda =  0.2422051 
## Iteration 5 lambda =  0.2412336 
## Iteration 6 lambda =  0.2410392 
## Iteration 7 lambda =  0.2410004 
## Iteration 8 lambda =  0.2409926 
## Iteration 9 lambda =  0.2409911 
## Iteration 10 lambda =  0.2409907 
## Iteration 11 lambda =  0.2409907 
## Iteration 1 lambda =  0.3796404 
## Iteration 2 lambda =  0.2555685 
## Iteration 3 lambda =  0.2307541 
## Iteration 4 lambda =  0.2257913 
## Iteration 5 lambda =  0.2247987 
## Iteration 6 lambda =  0.2246002 
## Iteration 7 lambda =  0.2245605 
## Iteration 8 lambda =  0.2245525 
## Iteration 9 lambda =  0.2245509 
## Iteration 10 lambda =  0.2245506 
## Iteration 11 lambda =  0.2245505 
## Iteration 1 lambda =  0.3882248 
## Iteration 2 lambda =  0.2658697 
## Iteration 3 lambda =  0.2413987 
## Iteration 4 lambda =  0.2365045 
## Iteration 5 lambda =  0.2355257 
## Iteration 6 lambda =  0.2353299 
## Iteration 7 lambda =  0.2352908 
## Iteration 8 lambda =  0.2352829 
## Iteration 9 lambda =  0.2352814 
## Iteration 10 lambda =  0.235281 
## Iteration 11 lambda =  0.235281 
## Iteration 1 lambda =  0.4261988 
## Iteration 2 lambda =  0.3114385 
## Iteration 3 lambda =  0.2884865 
## Iteration 4 lambda =  0.2838961 
## Iteration 5 lambda =  0.282978 
## Iteration 6 lambda =  0.2827944 
## Iteration 7 lambda =  0.2827577 
## Iteration 8 lambda =  0.2827503 
## Iteration 9 lambda =  0.2827488 
## Iteration 10 lambda =  0.2827486 
## Iteration 11 lambda =  0.2827485 
## Iteration 1 lambda =  0.3619149 
## Iteration 2 lambda =  0.2342978 
## Iteration 3 lambda =  0.2087744 
## Iteration 4 lambda =  0.2036697 
## Iteration 5 lambda =  0.2026488 
## Iteration 6 lambda =  0.2024446 
## Iteration 7 lambda =  0.2024038 
## Iteration 8 lambda =  0.2023956 
## Iteration 9 lambda =  0.202394 
## Iteration 10 lambda =  0.2023937 
## Iteration 11 lambda =  0.2023936 
## Iteration 1 lambda =  0.3855766 
## Iteration 2 lambda =  0.262692 
## Iteration 3 lambda =  0.238115 
## Iteration 4 lambda =  0.2331996 
## Iteration 5 lambda =  0.2322166 
## Iteration 6 lambda =  0.23202 
## Iteration 7 lambda =  0.2319806 
## Iteration 8 lambda =  0.2319728 
## Iteration 9 lambda =  0.2319712 
## Iteration 10 lambda =  0.2319709 
## Iteration 11 lambda =  0.2319708 
## Iteration 1 lambda =  0.4067408 
## Iteration 2 lambda =  0.2880889 
## Iteration 3 lambda =  0.2643585 
## Iteration 4 lambda =  0.2596125 
## Iteration 5 lambda =  0.2586633 
## Iteration 6 lambda =  0.2584734 
## Iteration 7 lambda =  0.2584354 
## Iteration 8 lambda =  0.2584278 
## Iteration 9 lambda =  0.2584263 
## Iteration 10 lambda =  0.258426 
## Iteration 11 lambda =  0.258426 
## Iteration 1 lambda =  0.3308387 
## Iteration 2 lambda =  0.1970064 
## Iteration 3 lambda =  0.1702399 
## Iteration 4 lambda =  0.1648866 
## Iteration 5 lambda =  0.163816 
## Iteration 6 lambda =  0.1636019 
## Iteration 7 lambda =  0.163559 
## Iteration 8 lambda =  0.1635505 
## Iteration 9 lambda =  0.1635488 
## Iteration 10 lambda =  0.1635484 
## Iteration 11 lambda =  0.1635483 
## Iteration 1 lambda =  0.356064 
## Iteration 2 lambda =  0.2272768 
## Iteration 3 lambda =  0.2015193 
## Iteration 4 lambda =  0.1963678 
## Iteration 5 lambda =  0.1953375 
## Iteration 6 lambda =  0.1951315 
## Iteration 7 lambda =  0.1950903 
## Iteration 8 lambda =  0.195082 
## Iteration 9 lambda =  0.1950804 
## Iteration 10 lambda =  0.19508 
## Iteration 11 lambda =  0.19508 
## Iteration 1 lambda =  0.3215023 
## Iteration 2 lambda =  0.1858028 
## Iteration 3 lambda =  0.1586629 
## Iteration 4 lambda =  0.1532349 
## Iteration 5 lambda =  0.1521493 
## Iteration 6 lambda =  0.1519322 
## Iteration 7 lambda =  0.1518888 
## Iteration 8 lambda =  0.1518801 
## Iteration 9 lambda =  0.1518783 
## Iteration 10 lambda =  0.151878 
## Iteration 11 lambda =  0.1518779 
## Iteration 1 lambda =  0.2609228 
## Iteration 2 lambda =  0.1131074 
## Iteration 3 lambda =  0.08354428 
## Iteration 4 lambda =  0.07763167 
## Iteration 5 lambda =  0.07644914 
## Iteration 6 lambda =  0.07621264 
## Iteration 7 lambda =  0.07616534 
## Iteration 8 lambda =  0.07615588 
## Iteration 9 lambda =  0.07615398 
## Iteration 10 lambda =  0.07615361 
## Iteration 11 lambda =  0.07615353 
## Iteration 1 lambda =  0.3746783 
## Iteration 2 lambda =  0.2496139 
## Iteration 3 lambda =  0.2246011 
## Iteration 4 lambda =  0.2195985 
## Iteration 5 lambda =  0.218598 
## Iteration 6 lambda =  0.2183979 
## Iteration 7 lambda =  0.2183579 
## Iteration 8 lambda =  0.2183498 
## Iteration 9 lambda =  0.2183482 
## Iteration 10 lambda =  0.2183479 
## Iteration 11 lambda =  0.2183479 
## Iteration 1 lambda =  0.3908238 
## Iteration 2 lambda =  0.2689885 
## Iteration 3 lambda =  0.2446215 
## Iteration 4 lambda =  0.2397481 
## Iteration 5 lambda =  0.2387734 
## Iteration 6 lambda =  0.2385785 
## Iteration 7 lambda =  0.2385395 
## Iteration 8 lambda =  0.2385317 
## Iteration 9 lambda =  0.2385301 
## Iteration 10 lambda =  0.2385298 
## Iteration 11 lambda =  0.2385297 
## Iteration 1 lambda =  0.3355815 
## Iteration 2 lambda =  0.2026978 
## Iteration 3 lambda =  0.1761211 
## Iteration 4 lambda =  0.1708057 
## Iteration 5 lambda =  0.1697427 
## Iteration 6 lambda =  0.16953 
## Iteration 7 lambda =  0.1694875 
## Iteration 8 lambda =  0.169479 
## Iteration 9 lambda =  0.1694773 
## Iteration 10 lambda =  0.169477 
## Iteration 11 lambda =  0.1694769 
## Iteration 1 lambda =  0.3412845 
## Iteration 2 lambda =  0.2095414 
## Iteration 3 lambda =  0.1831927 
## Iteration 4 lambda =  0.177923 
## Iteration 5 lambda =  0.1768691 
## Iteration 6 lambda =  0.1766583 
## Iteration 7 lambda =  0.1766161 
## Iteration 8 lambda =  0.1766077 
## Iteration 9 lambda =  0.176606 
## Iteration 10 lambda =  0.1766057 
## Iteration 11 lambda =  0.1766056 
## Iteration 1 lambda =  0.4398848 
## Iteration 2 lambda =  0.3278618 
## Iteration 3 lambda =  0.3054572 
## Iteration 4 lambda =  0.3009762 
## Iteration 5 lambda =  0.3000801 
## Iteration 6 lambda =  0.2999008 
## Iteration 7 lambda =  0.299865 
## Iteration 8 lambda =  0.2998578 
## Iteration 9 lambda =  0.2998564 
## Iteration 10 lambda =  0.2998561 
## Iteration 11 lambda =  0.299856 
## Iteration 1 lambda =  0.3833718 
## Iteration 2 lambda =  0.2600462 
## Iteration 3 lambda =  0.2353811 
## Iteration 4 lambda =  0.230448 
## Iteration 5 lambda =  0.2294614 
## Iteration 6 lambda =  0.2292641 
## Iteration 7 lambda =  0.2292246 
## Iteration 8 lambda =  0.2292168 
## Iteration 9 lambda =  0.2292152 
## Iteration 10 lambda =  0.2292149 
## Iteration 11 lambda =  0.2292148 
## Iteration 1 lambda =  0.4140207 
## Iteration 2 lambda =  0.2968249 
## Iteration 3 lambda =  0.2733857 
## Iteration 4 lambda =  0.2686979 
## Iteration 5 lambda =  0.2677603 
## Iteration 6 lambda =  0.2675728 
## Iteration 7 lambda =  0.2675353 
## Iteration 8 lambda =  0.2675278 
## Iteration 9 lambda =  0.2675263 
## Iteration 10 lambda =  0.267526 
## Iteration 11 lambda =  0.2675259 
## Iteration 1 lambda =  0.3110421 
## Iteration 2 lambda =  0.1732505 
## Iteration 3 lambda =  0.1456922 
## Iteration 4 lambda =  0.1401805 
## Iteration 5 lambda =  0.1390782 
## Iteration 6 lambda =  0.1388577 
## Iteration 7 lambda =  0.1388136 
## Iteration 8 lambda =  0.1388048 
## Iteration 9 lambda =  0.138803 
## Iteration 10 lambda =  0.1388027 
## Iteration 11 lambda =  0.1388026 
## Iteration 1 lambda =  0.4179637 
## Iteration 2 lambda =  0.3015564 
## Iteration 3 lambda =  0.278275 
## Iteration 4 lambda =  0.2736187 
## Iteration 5 lambda =  0.2726874 
## Iteration 6 lambda =  0.2725012 
## Iteration 7 lambda =  0.2724639 
## Iteration 8 lambda =  0.2724565 
## Iteration 9 lambda =  0.272455 
## Iteration 10 lambda =  0.2724547 
## Iteration 11 lambda =  0.2724546 
## Iteration 1 lambda =  0.368045 
## Iteration 2 lambda =  0.241654 
## Iteration 3 lambda =  0.2163758 
## Iteration 4 lambda =  0.2113202 
## Iteration 5 lambda =  0.210309 
## Iteration 6 lambda =  0.2101068 
## Iteration 7 lambda =  0.2100664 
## Iteration 8 lambda =  0.2100583 
## Iteration 9 lambda =  0.2100567 
## Iteration 10 lambda =  0.2100563 
## Iteration 11 lambda =  0.2100563 
## Iteration 1 lambda =  0.3798339 
## Iteration 2 lambda =  0.2558006 
## Iteration 3 lambda =  0.230994 
## Iteration 4 lambda =  0.2260327 
## Iteration 5 lambda =  0.2250404 
## Iteration 6 lambda =  0.2248419 
## Iteration 7 lambda =  0.2248023 
## Iteration 8 lambda =  0.2247943 
## Iteration 9 lambda =  0.2247927 
## Iteration 10 lambda =  0.2247924 
## Iteration 11 lambda =  0.2247923 
## Iteration 1 lambda =  0.3128397 
## Iteration 2 lambda =  0.1754076 
## Iteration 3 lambda =  0.1479212 
## Iteration 4 lambda =  0.1424239 
## Iteration 5 lambda =  0.1413244 
## Iteration 6 lambda =  0.1411045 
## Iteration 7 lambda =  0.1410606 
## Iteration 8 lambda =  0.1410518 
## Iteration 9 lambda =  0.14105 
## Iteration 10 lambda =  0.1410497 
## Iteration 11 lambda =  0.1410496 
## Iteration 1 lambda =  0.3375491 
## Iteration 2 lambda =  0.2050589 
## Iteration 3 lambda =  0.1785609 
## Iteration 4 lambda =  0.1732613 
## Iteration 5 lambda =  0.1722014 
## Iteration 6 lambda =  0.1719894 
## Iteration 7 lambda =  0.171947 
## Iteration 8 lambda =  0.1719385 
## Iteration 9 lambda =  0.1719368 
## Iteration 10 lambda =  0.1719365 
## Iteration 11 lambda =  0.1719364 
## Iteration 1 lambda =  0.320332 
## Iteration 2 lambda =  0.1843984 
## Iteration 3 lambda =  0.1572117 
## Iteration 4 lambda =  0.1517744 
## Iteration 5 lambda =  0.1506869 
## Iteration 6 lambda =  0.1504694 
## Iteration 7 lambda =  0.1504259 
## Iteration 8 lambda =  0.1504172 
## Iteration 9 lambda =  0.1504155 
## Iteration 10 lambda =  0.1504151 
## Iteration 11 lambda =  0.1504151 
## Iteration 1 lambda =  0.4322591 
## Iteration 2 lambda =  0.3187109 
## Iteration 3 lambda =  0.2960013 
## Iteration 4 lambda =  0.2914594 
## Iteration 5 lambda =  0.290551 
## Iteration 6 lambda =  0.2903693 
## Iteration 7 lambda =  0.290333 
## Iteration 8 lambda =  0.2903257 
## Iteration 9 lambda =  0.2903242 
## Iteration 10 lambda =  0.2903239 
## Iteration 11 lambda =  0.2903239 
## Iteration 1 lambda =  0.3816348 
## Iteration 2 lambda =  0.2579618 
## Iteration 3 lambda =  0.2332272 
## Iteration 4 lambda =  0.2282803 
## Iteration 5 lambda =  0.2272909 
## Iteration 6 lambda =  0.227093 
## Iteration 7 lambda =  0.2270534 
## Iteration 8 lambda =  0.2270455 
## Iteration 9 lambda =  0.2270439 
## Iteration 10 lambda =  0.2270436 
## Iteration 11 lambda =  0.2270435 
## Iteration 1 lambda =  0.3562463 
## Iteration 2 lambda =  0.2274955 
## Iteration 3 lambda =  0.2017454 
## Iteration 4 lambda =  0.1965954 
## Iteration 5 lambda =  0.1955654 
## Iteration 6 lambda =  0.1953594 
## Iteration 7 lambda =  0.1953182 
## Iteration 8 lambda =  0.1953099 
## Iteration 9 lambda =  0.1953083 
## Iteration 10 lambda =  0.1953079 
## Iteration 11 lambda =  0.1953079 
## Iteration 1 lambda =  0.4247364 
## Iteration 2 lambda =  0.3096836 
## Iteration 3 lambda =  0.2866731 
## Iteration 4 lambda =  0.282071 
## Iteration 5 lambda =  0.2811505 
## Iteration 6 lambda =  0.2809665 
## Iteration 7 lambda =  0.2809296 
## Iteration 8 lambda =  0.2809223 
## Iteration 9 lambda =  0.2809208 
## Iteration 10 lambda =  0.2809205 
## Iteration 11 lambda =  0.2809205 
## Iteration 1 lambda =  0.3509429 
## Iteration 2 lambda =  0.2211314 
## Iteration 3 lambda =  0.1951691 
## Iteration 4 lambda =  0.1899767 
## Iteration 5 lambda =  0.1889382 
## Iteration 6 lambda =  0.1887305 
## Iteration 7 lambda =  0.1886889 
## Iteration 8 lambda =  0.1886806 
## Iteration 9 lambda =  0.188679 
## Iteration 10 lambda =  0.1886786 
## Iteration 11 lambda =  0.1886786 
## Iteration 1 lambda =  0.3405335 
## Iteration 2 lambda =  0.2086402 
## Iteration 3 lambda =  0.1822615 
## Iteration 4 lambda =  0.1769858 
## Iteration 5 lambda =  0.1759306 
## Iteration 6 lambda =  0.1757196 
## Iteration 7 lambda =  0.1756774 
## Iteration 8 lambda =  0.1756689 
## Iteration 9 lambda =  0.1756673 
## Iteration 10 lambda =  0.1756669 
## Iteration 11 lambda =  0.1756668 
## Iteration 1 lambda =  0.3677701 
## Iteration 2 lambda =  0.2413242 
## Iteration 3 lambda =  0.216035 
## Iteration 4 lambda =  0.2109771 
## Iteration 5 lambda =  0.2099656 
## Iteration 6 lambda =  0.2097632 
## Iteration 7 lambda =  0.2097228 
## Iteration 8 lambda =  0.2097147 
## Iteration 9 lambda =  0.2097131 
## Iteration 10 lambda =  0.2097127 
## Iteration 11 lambda =  0.2097127 
## Iteration 1 lambda =  0.3421592 
## Iteration 2 lambda =  0.210591 
## Iteration 3 lambda =  0.1842774 
## Iteration 4 lambda =  0.1790147 
## Iteration 5 lambda =  0.1779621 
## Iteration 6 lambda =  0.1777516 
## Iteration 7 lambda =  0.1777095 
## Iteration 8 lambda =  0.1777011 
## Iteration 9 lambda =  0.1776994 
## Iteration 10 lambda =  0.1776991 
## Iteration 11 lambda =  0.177699 
## Iteration 1 lambda =  0.358008 
## Iteration 2 lambda =  0.2296096 
## Iteration 3 lambda =  0.2039299 
## Iteration 4 lambda =  0.198794 
## Iteration 5 lambda =  0.1977668 
## Iteration 6 lambda =  0.1975613 
## Iteration 7 lambda =  0.1975202 
## Iteration 8 lambda =  0.197512 
## Iteration 9 lambda =  0.1975104 
## Iteration 10 lambda =  0.1975101 
## Iteration 11 lambda =  0.19751 
## Iteration 1 lambda =  0.3709261 
## Iteration 2 lambda =  0.2451113 
## Iteration 3 lambda =  0.2199484 
## Iteration 4 lambda =  0.2149158 
## Iteration 5 lambda =  0.2139092 
## Iteration 6 lambda =  0.2137079 
## Iteration 7 lambda =  0.2136677 
## Iteration 8 lambda =  0.2136596 
## Iteration 9 lambda =  0.213658 
## Iteration 10 lambda =  0.2136577 
## Iteration 11 lambda =  0.2136576 
## Iteration 1 lambda =  0.3965792 
## Iteration 2 lambda =  0.275895 
## Iteration 3 lambda =  0.2517582 
## Iteration 4 lambda =  0.2469308 
## Iteration 5 lambda =  0.2459654 
## Iteration 6 lambda =  0.2457723 
## Iteration 7 lambda =  0.2457337 
## Iteration 8 lambda =  0.2457259 
## Iteration 9 lambda =  0.2457244 
## Iteration 10 lambda =  0.2457241 
## Iteration 11 lambda =  0.245724 
## Iteration 1 lambda =  0.3424378 
## Iteration 2 lambda =  0.2109253 
## Iteration 3 lambda =  0.1846228 
## Iteration 4 lambda =  0.1793623 
## Iteration 5 lambda =  0.1783102 
## Iteration 6 lambda =  0.1780998 
## Iteration 7 lambda =  0.1780577 
## Iteration 8 lambda =  0.1780493 
## Iteration 9 lambda =  0.1780476 
## Iteration 10 lambda =  0.1780473 
## Iteration 11 lambda =  0.1780472 
## Iteration 1 lambda =  0.3506894 
## Iteration 2 lambda =  0.2208272 
## Iteration 3 lambda =  0.1948548 
## Iteration 4 lambda =  0.1896603 
## Iteration 5 lambda =  0.1886214 
## Iteration 6 lambda =  0.1884136 
## Iteration 7 lambda =  0.1883721 
## Iteration 8 lambda =  0.1883638 
## Iteration 9 lambda =  0.1883621 
## Iteration 10 lambda =  0.1883618 
## Iteration 11 lambda =  0.1883617 
## Iteration 1 lambda =  0.3764526 
## Iteration 2 lambda =  0.2517431 
## Iteration 3 lambda =  0.2268012 
## Iteration 4 lambda =  0.2218128 
## Iteration 5 lambda =  0.2208152 
## Iteration 6 lambda =  0.2206156 
## Iteration 7 lambda =  0.2205757 
## Iteration 8 lambda =  0.2205677 
## Iteration 9 lambda =  0.2205661 
## Iteration 10 lambda =  0.2205658 
## Iteration 11 lambda =  0.2205657 
## Iteration 1 lambda =  0.4003523 
## Iteration 2 lambda =  0.2804227 
## Iteration 3 lambda =  0.2564368 
## Iteration 4 lambda =  0.2516396 
## Iteration 5 lambda =  0.2506802 
## Iteration 6 lambda =  0.2504883 
## Iteration 7 lambda =  0.2504499 
## Iteration 8 lambda =  0.2504422 
## Iteration 9 lambda =  0.2504407 
## Iteration 10 lambda =  0.2504404 
## Iteration 11 lambda =  0.2504403 
## Iteration 1 lambda =  0.4103255 
## Iteration 2 lambda =  0.2923906 
## Iteration 3 lambda =  0.2688036 
## Iteration 4 lambda =  0.2640862 
## Iteration 5 lambda =  0.2631427 
## Iteration 6 lambda =  0.262954 
## Iteration 7 lambda =  0.2629163 
## Iteration 8 lambda =  0.2629088 
## Iteration 9 lambda =  0.2629073 
## Iteration 10 lambda =  0.262907 
## Iteration 11 lambda =  0.2629069 
## Iteration 1 lambda =  0.3611183 
## Iteration 2 lambda =  0.233342 
## Iteration 3 lambda =  0.2077867 
## Iteration 4 lambda =  0.2026757 
## Iteration 5 lambda =  0.2016535 
## Iteration 6 lambda =  0.201449 
## Iteration 7 lambda =  0.2014081 
## Iteration 8 lambda =  0.2014 
## Iteration 9 lambda =  0.2013983 
## Iteration 10 lambda =  0.201398 
## Iteration 11 lambda =  0.2013979 
## Iteration 1 lambda =  0.3817931 
## Iteration 2 lambda =  0.2581517 
## Iteration 3 lambda =  0.2334234 
## Iteration 4 lambda =  0.2284777 
## Iteration 5 lambda =  0.2274886 
## Iteration 6 lambda =  0.2272908 
## Iteration 7 lambda =  0.2272512 
## Iteration 8 lambda =  0.2272433 
## Iteration 9 lambda =  0.2272417 
## Iteration 10 lambda =  0.2272414 
## Iteration 11 lambda =  0.2272413 
## Iteration 1 lambda =  0.3504337 
## Iteration 2 lambda =  0.2205204 
## Iteration 3 lambda =  0.1945378 
## Iteration 4 lambda =  0.1893412 
## Iteration 5 lambda =  0.1883019 
## Iteration 6 lambda =  0.1880941 
## Iteration 7 lambda =  0.1880525 
## Iteration 8 lambda =  0.1880442 
## Iteration 9 lambda =  0.1880425 
## Iteration 10 lambda =  0.1880422 
## Iteration 11 lambda =  0.1880421 
## Iteration 1 lambda =  0.4184256 
## Iteration 2 lambda =  0.3021108 
## Iteration 3 lambda =  0.2788478 
## Iteration 4 lambda =  0.2741952 
## Iteration 5 lambda =  0.2732647 
## Iteration 6 lambda =  0.2730786 
## Iteration 7 lambda =  0.2730414 
## Iteration 8 lambda =  0.2730339 
## Iteration 9 lambda =  0.2730324 
## Iteration 10 lambda =  0.2730321 
## Iteration 11 lambda =  0.2730321 
## Iteration 1 lambda =  0.4063366 
## Iteration 2 lambda =  0.2876039 
## Iteration 3 lambda =  0.2638574 
## Iteration 4 lambda =  0.259108 
## Iteration 5 lambda =  0.2581582 
## Iteration 6 lambda =  0.2579682 
## Iteration 7 lambda =  0.2579302 
## Iteration 8 lambda =  0.2579226 
## Iteration 9 lambda =  0.2579211 
## Iteration 10 lambda =  0.2579208 
## Iteration 11 lambda =  0.2579207 
## Iteration 1 lambda =  0.3702674 
## Iteration 2 lambda =  0.2443209 
## Iteration 3 lambda =  0.2191316 
## Iteration 4 lambda =  0.2140937 
## Iteration 5 lambda =  0.2130862 
## Iteration 6 lambda =  0.2128847 
## Iteration 7 lambda =  0.2128444 
## Iteration 8 lambda =  0.2128363 
## Iteration 9 lambda =  0.2128347 
## Iteration 10 lambda =  0.2128344 
## Iteration 11 lambda =  0.2128343 
## Iteration 1 lambda =  0.3688051 
## Iteration 2 lambda =  0.2425661 
## Iteration 3 lambda =  0.2173183 
## Iteration 4 lambda =  0.2122687 
## Iteration 5 lambda =  0.2112588 
## Iteration 6 lambda =  0.2110568 
## Iteration 7 lambda =  0.2110164 
## Iteration 8 lambda =  0.2110084 
## Iteration 9 lambda =  0.2110067 
## Iteration 10 lambda =  0.2110064 
## Iteration 11 lambda =  0.2110064 
## Iteration 1 lambda =  0.3351423 
## Iteration 2 lambda =  0.002713412 
## Iteration 3 lambda =  -0.163501 
## Iteration 4 lambda =  -0.2466082 
## Iteration 5 lambda =  -0.2881618 
## Iteration 6 lambda =  -0.3089386 
## Iteration 7 lambda =  -0.319327 
## Iteration 8 lambda =  -0.3245212 
## Iteration 9 lambda =  -0.3271183 
## Iteration 10 lambda =  -0.3284169 
## Iteration 11 lambda =  -0.3290662 
## Iteration 12 lambda =  -0.3293908 
## Iteration 13 lambda =  -0.3295531 
## Iteration 14 lambda =  -0.3296343 
## Iteration 15 lambda =  -0.3296749 
## Iteration 16 lambda =  -0.3296952 
## Iteration 17 lambda =  -0.3297053 
## Iteration 18 lambda =  -0.3297104 
## Iteration 19 lambda =  -0.3297129 
## Iteration 20 lambda =  -0.3297142 
## Iteration 21 lambda =  -0.3297148 
## Iteration 22 lambda =  -0.3297151 
## Iteration 23 lambda =  -0.3297153 
## Iteration 24 lambda =  -0.3297154 
## Iteration 1 lambda =  0.2854465 
## Iteration 2 lambda =  -0.07183026 
## Iteration 3 lambda =  -0.2504686 
## Iteration 4 lambda =  -0.3397878 
## Iteration 5 lambda =  -0.3844474 
## Iteration 6 lambda =  -0.4067772 
## Iteration 7 lambda =  -0.4179421 
## Iteration 8 lambda =  -0.4235246 
## Iteration 9 lambda =  -0.4263158 
## Iteration 10 lambda =  -0.4277114 
## Iteration 11 lambda =  -0.4284092 
## Iteration 12 lambda =  -0.4287581 
## Iteration 13 lambda =  -0.4289326 
## Iteration 14 lambda =  -0.4290198 
## Iteration 15 lambda =  -0.4290634 
## Iteration 16 lambda =  -0.4290852 
## Iteration 17 lambda =  -0.4290961 
## Iteration 18 lambda =  -0.4291016 
## Iteration 19 lambda =  -0.4291043 
## Iteration 20 lambda =  -0.4291057 
## Iteration 21 lambda =  -0.4291063 
## Iteration 22 lambda =  -0.4291067 
## Iteration 23 lambda =  -0.4291068 
## Iteration 24 lambda =  -0.4291069 
## Iteration 1 lambda =  0.3570968 
## Iteration 2 lambda =  0.03564513 
## Iteration 3 lambda =  -0.1250807 
## Iteration 4 lambda =  -0.2054436 
## Iteration 5 lambda =  -0.245625 
## Iteration 6 lambda =  -0.2657158 
## Iteration 7 lambda =  -0.2757611 
## Iteration 8 lambda =  -0.2807838 
## Iteration 9 lambda =  -0.2832951 
## Iteration 10 lambda =  -0.2845508 
## Iteration 11 lambda =  -0.2851787 
## Iteration 12 lambda =  -0.2854926 
## Iteration 13 lambda =  -0.2856495 
## Iteration 14 lambda =  -0.285728 
## Iteration 15 lambda =  -0.2857672 
## Iteration 16 lambda =  -0.2857869 
## Iteration 17 lambda =  -0.2857967 
## Iteration 18 lambda =  -0.2858016 
## Iteration 19 lambda =  -0.285804 
## Iteration 20 lambda =  -0.2858053 
## Iteration 21 lambda =  -0.2858059 
## Iteration 22 lambda =  -0.2858062 
## Iteration 23 lambda =  -0.2858063 
## Iteration 24 lambda =  -0.2858064 
## Iteration 1 lambda =  0.3169727 
## Iteration 2 lambda =  -0.02454089 
## Iteration 3 lambda =  -0.1952977 
## Iteration 4 lambda =  -0.2806761 
## Iteration 5 lambda =  -0.3233653 
## Iteration 6 lambda =  -0.3447099 
## Iteration 7 lambda =  -0.3553822 
## Iteration 8 lambda =  -0.3607184 
## Iteration 9 lambda =  -0.3633864 
## Iteration 10 lambda =  -0.3647205 
## Iteration 11 lambda =  -0.3653875 
## Iteration 12 lambda =  -0.365721 
## Iteration 13 lambda =  -0.3658878 
## Iteration 14 lambda =  -0.3659711 
## Iteration 15 lambda =  -0.3660128 
## Iteration 16 lambda =  -0.3660337 
## Iteration 17 lambda =  -0.3660441 
## Iteration 18 lambda =  -0.3660493 
## Iteration 19 lambda =  -0.3660519 
## Iteration 20 lambda =  -0.3660532 
## Iteration 21 lambda =  -0.3660539 
## Iteration 22 lambda =  -0.3660542 
## Iteration 23 lambda =  -0.3660544 
## Iteration 24 lambda =  -0.3660544 
## Iteration 1 lambda =  0.3082204 
## Iteration 2 lambda =  -0.03766942 
## Iteration 3 lambda =  -0.2106143 
## Iteration 4 lambda =  -0.2970868 
## Iteration 5 lambda =  -0.340323 
## Iteration 6 lambda =  -0.3619411 
## Iteration 7 lambda =  -0.3727502 
## Iteration 8 lambda =  -0.3781547 
## Iteration 9 lambda =  -0.380857 
## Iteration 10 lambda =  -0.3822081 
## Iteration 11 lambda =  -0.3828837 
## Iteration 12 lambda =  -0.3832214 
## Iteration 13 lambda =  -0.3833903 
## Iteration 14 lambda =  -0.3834748 
## Iteration 15 lambda =  -0.383517 
## Iteration 16 lambda =  -0.3835381 
## Iteration 17 lambda =  -0.3835487 
## Iteration 18 lambda =  -0.383554 
## Iteration 19 lambda =  -0.3835566 
## Iteration 20 lambda =  -0.3835579 
## Iteration 21 lambda =  -0.3835586 
## Iteration 22 lambda =  -0.3835589 
## Iteration 23 lambda =  -0.3835591 
## Iteration 24 lambda =  -0.3835591 
## Iteration 1 lambda =  0.3255345 
## Iteration 2 lambda =  -0.01169826 
## Iteration 3 lambda =  -0.1803146 
## Iteration 4 lambda =  -0.2646228 
## Iteration 5 lambda =  -0.3067769 
## Iteration 6 lambda =  -0.327854 
## Iteration 7 lambda =  -0.3383925 
## Iteration 8 lambda =  -0.3436617 
## Iteration 9 lambda =  -0.3462964 
## Iteration 10 lambda =  -0.3476137 
## Iteration 11 lambda =  -0.3482724 
## Iteration 12 lambda =  -0.3486017 
## Iteration 13 lambda =  -0.3487663 
## Iteration 14 lambda =  -0.3488487 
## Iteration 15 lambda =  -0.3488898 
## Iteration 16 lambda =  -0.3489104 
## Iteration 17 lambda =  -0.3489207 
## Iteration 18 lambda =  -0.3489259 
## Iteration 19 lambda =  -0.3489284 
## Iteration 20 lambda =  -0.3489297 
## Iteration 21 lambda =  -0.3489304 
## Iteration 22 lambda =  -0.3489307 
## Iteration 23 lambda =  -0.3489308 
## Iteration 24 lambda =  -0.3489309 
## Iteration 1 lambda =  0.2995992 
## Iteration 2 lambda =  -0.05060127 
## Iteration 3 lambda =  -0.2257015 
## Iteration 4 lambda =  -0.3132516 
## Iteration 5 lambda =  -0.3570266 
## Iteration 6 lambda =  -0.3789142 
## Iteration 7 lambda =  -0.3898579 
## Iteration 8 lambda =  -0.3953298 
## Iteration 9 lambda =  -0.3980658 
## Iteration 10 lambda =  -0.3994337 
## Iteration 11 lambda =  -0.4001177 
## Iteration 12 lambda =  -0.4004597 
## Iteration 13 lambda =  -0.4006307 
## Iteration 14 lambda =  -0.4007162 
## Iteration 15 lambda =  -0.4007589 
## Iteration 16 lambda =  -0.4007803 
## Iteration 17 lambda =  -0.400791 
## Iteration 18 lambda =  -0.4007963 
## Iteration 19 lambda =  -0.400799 
## Iteration 20 lambda =  -0.4008004 
## Iteration 21 lambda =  -0.400801 
## Iteration 22 lambda =  -0.4008014 
## Iteration 23 lambda =  -0.4008015 
## Iteration 24 lambda =  -0.4008016 
## Iteration 1 lambda =  0.3035929 
## Iteration 2 lambda =  -0.04461061 
## Iteration 3 lambda =  -0.2187124 
## Iteration 4 lambda =  -0.3057633 
## Iteration 5 lambda =  -0.3492887 
## Iteration 6 lambda =  -0.3710514 
## Iteration 7 lambda =  -0.3819328 
## Iteration 8 lambda =  -0.3873735 
## Iteration 9 lambda =  -0.3900938 
## Iteration 10 lambda =  -0.391454 
## Iteration 11 lambda =  -0.3921341 
## Iteration 12 lambda =  -0.3924741 
## Iteration 13 lambda =  -0.3926441 
## Iteration 14 lambda =  -0.3927291 
## Iteration 15 lambda =  -0.3927716 
## Iteration 16 lambda =  -0.3927929 
## Iteration 17 lambda =  -0.3928035 
## Iteration 18 lambda =  -0.3928088 
## Iteration 19 lambda =  -0.3928115 
## Iteration 20 lambda =  -0.3928128 
## Iteration 21 lambda =  -0.3928135 
## Iteration 22 lambda =  -0.3928138 
## Iteration 23 lambda =  -0.392814 
## Iteration 24 lambda =  -0.3928141 
## Iteration 1 lambda =  0.3227375 
## Iteration 2 lambda =  -0.01589372 
## Iteration 3 lambda =  -0.1852093 
## Iteration 4 lambda =  -0.2698672 
## Iteration 5 lambda =  -0.3121961 
## Iteration 6 lambda =  -0.3333605 
## Iteration 7 lambda =  -0.3439427 
## Iteration 8 lambda =  -0.3492338 
## Iteration 9 lambda =  -0.3518794 
## Iteration 10 lambda =  -0.3532022 
## Iteration 11 lambda =  -0.3538636 
## Iteration 12 lambda =  -0.3541943 
## Iteration 13 lambda =  -0.3543596 
## Iteration 14 lambda =  -0.3544423 
## Iteration 15 lambda =  -0.3544836 
## Iteration 16 lambda =  -0.3545043 
## Iteration 17 lambda =  -0.3545146 
## Iteration 18 lambda =  -0.3545198 
## Iteration 19 lambda =  -0.3545224 
## Iteration 20 lambda =  -0.3545237 
## Iteration 21 lambda =  -0.3545243 
## Iteration 22 lambda =  -0.3545246 
## Iteration 23 lambda =  -0.3545248 
## Iteration 24 lambda =  -0.3545249 
## Iteration 1 lambda =  0.3204083 
## Iteration 2 lambda =  -0.01938751 
## Iteration 3 lambda =  -0.1892854 
## Iteration 4 lambda =  -0.2742344 
## Iteration 5 lambda =  -0.3167089 
## Iteration 6 lambda =  -0.3379461 
## Iteration 7 lambda =  -0.3485647 
## Iteration 8 lambda =  -0.353874 
## Iteration 9 lambda =  -0.3565287 
## Iteration 10 lambda =  -0.357856 
## Iteration 11 lambda =  -0.3585197 
## Iteration 12 lambda =  -0.3588515 
## Iteration 13 lambda =  -0.3590174 
## Iteration 14 lambda =  -0.3591004 
## Iteration 15 lambda =  -0.3591419 
## Iteration 16 lambda =  -0.3591626 
## Iteration 17 lambda =  -0.359173 
## Iteration 18 lambda =  -0.3591782 
## Iteration 19 lambda =  -0.3591808 
## Iteration 20 lambda =  -0.3591821 
## Iteration 21 lambda =  -0.3591827 
## Iteration 22 lambda =  -0.359183 
## Iteration 23 lambda =  -0.3591832 
## Iteration 24 lambda =  -0.3591833 
## Iteration 1 lambda =  0.3215389 
## Iteration 2 lambda =  -0.0176917 
## Iteration 3 lambda =  -0.187307 
## Iteration 4 lambda =  -0.2721146 
## Iteration 5 lambda =  -0.3145184 
## Iteration 6 lambda =  -0.3357204 
## Iteration 7 lambda =  -0.3463213 
## Iteration 8 lambda =  -0.3516218 
## Iteration 9 lambda =  -0.354272 
## Iteration 10 lambda =  -0.3555971 
## Iteration 11 lambda =  -0.3562597 
## Iteration 12 lambda =  -0.356591 
## Iteration 13 lambda =  -0.3567566 
## Iteration 14 lambda =  -0.3568394 
## Iteration 15 lambda =  -0.3568809 
## Iteration 16 lambda =  -0.3569016 
## Iteration 17 lambda =  -0.3569119 
## Iteration 18 lambda =  -0.3569171 
## Iteration 19 lambda =  -0.3569197 
## Iteration 20 lambda =  -0.356921 
## Iteration 21 lambda =  -0.3569216 
## Iteration 22 lambda =  -0.3569219 
## Iteration 23 lambda =  -0.3569221 
## Iteration 24 lambda =  -0.3569222 
## Iteration 1 lambda =  0.3712743 
## Iteration 2 lambda =  0.05691147 
## Iteration 3 lambda =  -0.10027 
## Iteration 4 lambda =  -0.1788607 
## Iteration 5 lambda =  -0.218156 
## Iteration 6 lambda =  -0.2378037 
## Iteration 7 lambda =  -0.2476275 
## Iteration 8 lambda =  -0.2525395 
## Iteration 9 lambda =  -0.2549954 
## Iteration 10 lambda =  -0.2562234 
## Iteration 11 lambda =  -0.2568374 
## Iteration 12 lambda =  -0.2571444 
## Iteration 13 lambda =  -0.2572979 
## Iteration 14 lambda =  -0.2573746 
## Iteration 15 lambda =  -0.257413 
## Iteration 16 lambda =  -0.2574322 
## Iteration 17 lambda =  -0.2574418 
## Iteration 18 lambda =  -0.2574466 
## Iteration 19 lambda =  -0.257449 
## Iteration 20 lambda =  -0.2574502 
## Iteration 21 lambda =  -0.2574508 
## Iteration 22 lambda =  -0.2574511 
## Iteration 23 lambda =  -0.2574512 
## Iteration 24 lambda =  -0.2574513 
## Iteration 1 lambda =  0.3857366 
## Iteration 2 lambda =  0.07860495 
## Iteration 3 lambda =  -0.07496089 
## Iteration 4 lambda =  -0.1517438 
## Iteration 5 lambda =  -0.1901353 
## Iteration 6 lambda =  -0.209331 
## Iteration 7 lambda =  -0.2189289 
## Iteration 8 lambda =  -0.2237278 
## Iteration 9 lambda =  -0.2261273 
## Iteration 10 lambda =  -0.227327 
## Iteration 11 lambda =  -0.2279269 
## Iteration 12 lambda =  -0.2282268 
## Iteration 13 lambda =  -0.2283768 
## Iteration 14 lambda =  -0.2284518 
## Iteration 15 lambda =  -0.2284892 
## Iteration 16 lambda =  -0.228508 
## Iteration 17 lambda =  -0.2285174 
## Iteration 18 lambda =  -0.228522 
## Iteration 19 lambda =  -0.2285244 
## Iteration 20 lambda =  -0.2285256 
## Iteration 21 lambda =  -0.2285261 
## Iteration 22 lambda =  -0.2285264 
## Iteration 23 lambda =  -0.2285266 
## Iteration 24 lambda =  -0.2285267 
## Iteration 1 lambda =  0.2872695 
## Iteration 2 lambda =  -0.06909572 
## Iteration 3 lambda =  -0.2472783 
## Iteration 4 lambda =  -0.3363697 
## Iteration 5 lambda =  -0.3809153 
## Iteration 6 lambda =  -0.4031881 
## Iteration 7 lambda =  -0.4143245 
## Iteration 8 lambda =  -0.4198928 
## Iteration 9 lambda =  -0.4226769 
## Iteration 10 lambda =  -0.4240689 
## Iteration 11 lambda =  -0.4247649 
## Iteration 12 lambda =  -0.425113 
## Iteration 13 lambda =  -0.425287 
## Iteration 14 lambda =  -0.425374 
## Iteration 15 lambda =  -0.4254175 
## Iteration 16 lambda =  -0.4254392 
## Iteration 17 lambda =  -0.4254501 
## Iteration 18 lambda =  -0.4254555 
## Iteration 19 lambda =  -0.4254582 
## Iteration 20 lambda =  -0.4254596 
## Iteration 21 lambda =  -0.4254603 
## Iteration 22 lambda =  -0.4254606 
## Iteration 23 lambda =  -0.4254608 
## Iteration 24 lambda =  -0.4254609 
## Iteration 1 lambda =  0.1995729 
## Iteration 2 lambda =  -0.2006406 
## Iteration 3 lambda =  -0.4007474 
## Iteration 4 lambda =  -0.5008008 
## Iteration 5 lambda =  -0.5508275 
## Iteration 6 lambda =  -0.5758408 
## Iteration 7 lambda =  -0.5883475 
## Iteration 8 lambda =  -0.5946008 
## Iteration 9 lambda =  -0.5977275 
## Iteration 10 lambda =  -0.5992908 
## Iteration 11 lambda =  -0.6000725 
## Iteration 12 lambda =  -0.6004633 
## Iteration 13 lambda =  -0.6006587 
## Iteration 14 lambda =  -0.6007564 
## Iteration 15 lambda =  -0.6008053 
## Iteration 16 lambda =  -0.6008297 
## Iteration 17 lambda =  -0.6008419 
## Iteration 18 lambda =  -0.600848 
## Iteration 19 lambda =  -0.6008511 
## Iteration 20 lambda =  -0.6008526 
## Iteration 21 lambda =  -0.6008534 
## Iteration 22 lambda =  -0.6008538 
## Iteration 23 lambda =  -0.600854 
## Iteration 24 lambda =  -0.6008541 
## Iteration 1 lambda =  0.3207979 
## Iteration 2 lambda =  -0.01880312 
## Iteration 3 lambda =  -0.1886036 
## Iteration 4 lambda =  -0.2735039 
## Iteration 5 lambda =  -0.315954 
## Iteration 6 lambda =  -0.3371791 
## Iteration 7 lambda =  -0.3477916 
## Iteration 8 lambda =  -0.3530979 
## Iteration 9 lambda =  -0.355751 
## Iteration 10 lambda =  -0.3570776 
## Iteration 11 lambda =  -0.3577409 
## Iteration 12 lambda =  -0.3580725 
## Iteration 13 lambda =  -0.3582383 
## Iteration 14 lambda =  -0.3583213 
## Iteration 15 lambda =  -0.3583627 
## Iteration 16 lambda =  -0.3583834 
## Iteration 17 lambda =  -0.3583938 
## Iteration 18 lambda =  -0.358399 
## Iteration 19 lambda =  -0.3584016 
## Iteration 20 lambda =  -0.3584029 
## Iteration 21 lambda =  -0.3584035 
## Iteration 22 lambda =  -0.3584038 
## Iteration 23 lambda =  -0.358404 
## Iteration 24 lambda =  -0.3584041 
## Iteration 1 lambda =  0.2975768 
## Iteration 2 lambda =  -0.05363473 
## Iteration 3 lambda =  -0.2292405 
## Iteration 4 lambda =  -0.3170434 
## Iteration 5 lambda =  -0.3609449 
## Iteration 6 lambda =  -0.3828956 
## Iteration 7 lambda =  -0.3938709 
## Iteration 8 lambda =  -0.3993586 
## Iteration 9 lambda =  -0.4021025 
## Iteration 10 lambda =  -0.4034744 
## Iteration 11 lambda =  -0.4041603 
## Iteration 12 lambda =  -0.4045033 
## Iteration 13 lambda =  -0.4046748 
## Iteration 14 lambda =  -0.4047606 
## Iteration 15 lambda =  -0.4048034 
## Iteration 16 lambda =  -0.4048249 
## Iteration 17 lambda =  -0.4048356 
## Iteration 18 lambda =  -0.4048409 
## Iteration 19 lambda =  -0.4048436 
## Iteration 20 lambda =  -0.404845 
## Iteration 21 lambda =  -0.4048456 
## Iteration 22 lambda =  -0.404846 
## Iteration 23 lambda =  -0.4048461 
## Iteration 24 lambda =  -0.4048462 
## Iteration 1 lambda =  0.3304314 
## Iteration 2 lambda =  -0.004352874 
## Iteration 3 lambda =  -0.171745 
## Iteration 4 lambda =  -0.2554411 
## Iteration 5 lambda =  -0.2972891 
## Iteration 6 lambda =  -0.3182131 
## Iteration 7 lambda =  -0.3286752 
## Iteration 8 lambda =  -0.3339062 
## Iteration 9 lambda =  -0.3365217 
## Iteration 10 lambda =  -0.3378294 
## Iteration 11 lambda =  -0.3384833 
## Iteration 12 lambda =  -0.3388102 
## Iteration 13 lambda =  -0.3389737 
## Iteration 14 lambda =  -0.3390554 
## Iteration 15 lambda =  -0.3390963 
## Iteration 16 lambda =  -0.3391167 
## Iteration 17 lambda =  -0.3391269 
## Iteration 18 lambda =  -0.3391321 
## Iteration 19 lambda =  -0.3391346 
## Iteration 20 lambda =  -0.3391359 
## Iteration 21 lambda =  -0.3391365 
## Iteration 22 lambda =  -0.3391368 
## Iteration 23 lambda =  -0.339137 
## Iteration 24 lambda =  -0.3391371 
## Iteration 1 lambda =  0.3079436 
## Iteration 2 lambda =  -0.03808464 
## Iteration 3 lambda =  -0.2110987 
## Iteration 4 lambda =  -0.2976058 
## Iteration 5 lambda =  -0.3408593 
## Iteration 6 lambda =  -0.3624861 
## Iteration 7 lambda =  -0.3732995 
## Iteration 8 lambda =  -0.3787062 
## Iteration 9 lambda =  -0.3814095 
## Iteration 10 lambda =  -0.3827612 
## Iteration 11 lambda =  -0.383437 
## Iteration 12 lambda =  -0.3837749 
## Iteration 13 lambda =  -0.3839439 
## Iteration 14 lambda =  -0.3840284 
## Iteration 15 lambda =  -0.3840706 
## Iteration 16 lambda =  -0.3840917 
## Iteration 17 lambda =  -0.3841023 
## Iteration 18 lambda =  -0.3841076 
## Iteration 19 lambda =  -0.3841102 
## Iteration 20 lambda =  -0.3841115 
## Iteration 21 lambda =  -0.3841122 
## Iteration 22 lambda =  -0.3841125 
## Iteration 23 lambda =  -0.3841127 
## Iteration 24 lambda =  -0.3841128 
## Iteration 1 lambda =  0.336211 
## Iteration 2 lambda =  0.004316565 
## Iteration 3 lambda =  -0.1616307 
## Iteration 4 lambda =  -0.2446043 
## Iteration 5 lambda =  -0.2860911 
## Iteration 6 lambda =  -0.3068345 
## Iteration 7 lambda =  -0.3172062 
## Iteration 8 lambda =  -0.3223921 
## Iteration 9 lambda =  -0.324985 
## Iteration 10 lambda =  -0.3262815 
## Iteration 11 lambda =  -0.3269297 
## Iteration 12 lambda =  -0.3272538 
## Iteration 13 lambda =  -0.3274159 
## Iteration 14 lambda =  -0.3274969 
## Iteration 15 lambda =  -0.3275374 
## Iteration 16 lambda =  -0.3275577 
## Iteration 17 lambda =  -0.3275678 
## Iteration 18 lambda =  -0.3275728 
## Iteration 19 lambda =  -0.3275754 
## Iteration 20 lambda =  -0.3275766 
## Iteration 21 lambda =  -0.3275773 
## Iteration 22 lambda =  -0.3275776 
## Iteration 23 lambda =  -0.3275778 
## Iteration 24 lambda =  -0.3275778 
## Iteration 1 lambda =  0.2885901 
## Iteration 2 lambda =  -0.0671149 
## Iteration 3 lambda =  -0.2449674 
## Iteration 4 lambda =  -0.3338936 
## Iteration 5 lambda =  -0.3783568 
## Iteration 6 lambda =  -0.4005883 
## Iteration 7 lambda =  -0.4117041 
## Iteration 8 lambda =  -0.417262 
## Iteration 9 lambda =  -0.4200409 
## Iteration 10 lambda =  -0.4214304 
## Iteration 11 lambda =  -0.4221251 
## Iteration 12 lambda =  -0.4224725 
## Iteration 13 lambda =  -0.4226462 
## Iteration 14 lambda =  -0.422733 
## Iteration 15 lambda =  -0.4227765 
## Iteration 16 lambda =  -0.4227982 
## Iteration 17 lambda =  -0.422809 
## Iteration 18 lambda =  -0.4228144 
## Iteration 19 lambda =  -0.4228172 
## Iteration 20 lambda =  -0.4228185 
## Iteration 21 lambda =  -0.4228192 
## Iteration 22 lambda =  -0.4228195 
## Iteration 23 lambda =  -0.4228197 
## Iteration 24 lambda =  -0.4228198 
## Iteration 1 lambda =  0.3314199 
## Iteration 2 lambda =  -0.002870215 
## Iteration 3 lambda =  -0.1700153 
## Iteration 4 lambda =  -0.2535878 
## Iteration 5 lambda =  -0.295374 
## Iteration 6 lambda =  -0.3162672 
## Iteration 7 lambda =  -0.3267137 
## Iteration 8 lambda =  -0.331937 
## Iteration 9 lambda =  -0.3345486 
## Iteration 10 lambda =  -0.3358545 
## Iteration 11 lambda =  -0.3365074 
## Iteration 12 lambda =  -0.3368338 
## Iteration 13 lambda =  -0.3369971 
## Iteration 14 lambda =  -0.3370787 
## Iteration 15 lambda =  -0.3371195 
## Iteration 16 lambda =  -0.3371399 
## Iteration 17 lambda =  -0.3371501 
## Iteration 18 lambda =  -0.3371552 
## Iteration 19 lambda =  -0.3371577 
## Iteration 20 lambda =  -0.337159 
## Iteration 21 lambda =  -0.3371596 
## Iteration 22 lambda =  -0.33716 
## Iteration 23 lambda =  -0.3371601 
## Iteration 24 lambda =  -0.3371602 
## Iteration 1 lambda =  0.3173294 
## Iteration 2 lambda =  -0.02400589 
## Iteration 3 lambda =  -0.1946735 
## Iteration 4 lambda =  -0.2800074 
## Iteration 5 lambda =  -0.3226743 
## Iteration 6 lambda =  -0.3440077 
## Iteration 7 lambda =  -0.3546745 
## Iteration 8 lambda =  -0.3600078 
## Iteration 9 lambda =  -0.3626745 
## Iteration 10 lambda =  -0.3640078 
## Iteration 11 lambda =  -0.3646745 
## Iteration 12 lambda =  -0.3650078 
## Iteration 13 lambda =  -0.3651745 
## Iteration 14 lambda =  -0.3652579 
## Iteration 15 lambda =  -0.3652995 
## Iteration 16 lambda =  -0.3653204 
## Iteration 17 lambda =  -0.3653308 
## Iteration 18 lambda =  -0.365336 
## Iteration 19 lambda =  -0.3653386 
## Iteration 20 lambda =  -0.3653399 
## Iteration 21 lambda =  -0.3653405 
## Iteration 22 lambda =  -0.3653409 
## Iteration 23 lambda =  -0.365341 
## Iteration 24 lambda =  -0.3653411 
## Iteration 1 lambda =  0.3247293 
## Iteration 2 lambda =  -0.01290607 
## Iteration 3 lambda =  -0.1817237 
## Iteration 4 lambda =  -0.2661326 
## Iteration 5 lambda =  -0.308337 
## Iteration 6 lambda =  -0.3294392 
## Iteration 7 lambda =  -0.3399903 
## Iteration 8 lambda =  -0.3452659 
## Iteration 9 lambda =  -0.3479036 
## Iteration 10 lambda =  -0.3492225 
## Iteration 11 lambda =  -0.349882 
## Iteration 12 lambda =  -0.3502117 
## Iteration 13 lambda =  -0.3503766 
## Iteration 14 lambda =  -0.350459 
## Iteration 15 lambda =  -0.3505002 
## Iteration 16 lambda =  -0.3505208 
## Iteration 17 lambda =  -0.3505311 
## Iteration 18 lambda =  -0.3505363 
## Iteration 19 lambda =  -0.3505388 
## Iteration 20 lambda =  -0.3505401 
## Iteration 21 lambda =  -0.3505408 
## Iteration 22 lambda =  -0.3505411 
## Iteration 23 lambda =  -0.3505413 
## Iteration 24 lambda =  -0.3505413 
## Iteration 1 lambda =  0.2747763 
## Iteration 2 lambda =  -0.08783556 
## Iteration 3 lambda =  -0.2691415 
## Iteration 4 lambda =  -0.3597944 
## Iteration 5 lambda =  -0.4051209 
## Iteration 6 lambda =  -0.4277842 
## Iteration 7 lambda =  -0.4391158 
## Iteration 8 lambda =  -0.4447816 
## Iteration 9 lambda =  -0.4476145 
## Iteration 10 lambda =  -0.449031 
## Iteration 11 lambda =  -0.4497392 
## Iteration 12 lambda =  -0.4500933 
## Iteration 13 lambda =  -0.4502704 
## Iteration 14 lambda =  -0.4503589 
## Iteration 15 lambda =  -0.4504031 
## Iteration 16 lambda =  -0.4504253 
## Iteration 17 lambda =  -0.4504363 
## Iteration 18 lambda =  -0.4504419 
## Iteration 19 lambda =  -0.4504446 
## Iteration 20 lambda =  -0.450446 
## Iteration 21 lambda =  -0.4504467 
## Iteration 22 lambda =  -0.4504471 
## Iteration 23 lambda =  -0.4504472 
## Iteration 24 lambda =  -0.4504473 
## Iteration 1 lambda =  0.354602 
## Iteration 2 lambda =  0.03190293 
## Iteration 3 lambda =  -0.1294466 
## Iteration 4 lambda =  -0.2101213 
## Iteration 5 lambda =  -0.2504587 
## Iteration 6 lambda =  -0.2706274 
## Iteration 7 lambda =  -0.2807117 
## Iteration 8 lambda =  -0.2857539 
## Iteration 9 lambda =  -0.288275 
## Iteration 10 lambda =  -0.2895355 
## Iteration 11 lambda =  -0.2901658 
## Iteration 12 lambda =  -0.290481 
## Iteration 13 lambda =  -0.2906385 
## Iteration 14 lambda =  -0.2907173 
## Iteration 15 lambda =  -0.2907567 
## Iteration 16 lambda =  -0.2907764 
## Iteration 17 lambda =  -0.2907862 
## Iteration 18 lambda =  -0.2907912 
## Iteration 19 lambda =  -0.2907936 
## Iteration 20 lambda =  -0.2907949 
## Iteration 21 lambda =  -0.2907955 
## Iteration 22 lambda =  -0.2907958 
## Iteration 23 lambda =  -0.2907959 
## Iteration 24 lambda =  -0.290796 
## Iteration 1 lambda =  0.3249969 
## Iteration 2 lambda =  -0.01250467 
## Iteration 3 lambda =  -0.1812554 
## Iteration 4 lambda =  -0.2656308 
## Iteration 5 lambda =  -0.3078185 
## Iteration 6 lambda =  -0.3289124 
## Iteration 7 lambda =  -0.3394593 
## Iteration 8 lambda =  -0.3447328 
## Iteration 9 lambda =  -0.3473695 
## Iteration 10 lambda =  -0.3486879 
## Iteration 11 lambda =  -0.349347 
## Iteration 12 lambda =  -0.3496766 
## Iteration 13 lambda =  -0.3498414 
## Iteration 14 lambda =  -0.3499238 
## Iteration 15 lambda =  -0.349965 
## Iteration 16 lambda =  -0.3499856 
## Iteration 17 lambda =  -0.3499959 
## Iteration 18 lambda =  -0.3500011 
## Iteration 19 lambda =  -0.3500036 
## Iteration 20 lambda =  -0.3500049 
## Iteration 21 lambda =  -0.3500056 
## Iteration 22 lambda =  -0.3500059 
## Iteration 23 lambda =  -0.3500061 
## Iteration 24 lambda =  -0.3500061 
## Iteration 1 lambda =  0.2956488 
## Iteration 2 lambda =  -0.0565268 
## Iteration 3 lambda =  -0.2326146 
## Iteration 4 lambda =  -0.3206585 
## Iteration 5 lambda =  -0.3646805 
## Iteration 6 lambda =  -0.3866914 
## Iteration 7 lambda =  -0.3976969 
## Iteration 8 lambda =  -0.4031997 
## Iteration 9 lambda =  -0.405951 
## Iteration 10 lambda =  -0.4073267 
## Iteration 11 lambda =  -0.4080146 
## Iteration 12 lambda =  -0.4083585 
## Iteration 13 lambda =  -0.4085304 
## Iteration 14 lambda =  -0.4086164 
## Iteration 15 lambda =  -0.4086594 
## Iteration 16 lambda =  -0.4086809 
## Iteration 17 lambda =  -0.4086917 
## Iteration 18 lambda =  -0.408697 
## Iteration 19 lambda =  -0.4086997 
## Iteration 20 lambda =  -0.4087011 
## Iteration 21 lambda =  -0.4087017 
## Iteration 22 lambda =  -0.4087021 
## Iteration 23 lambda =  -0.4087022 
## Iteration 24 lambda =  -0.4087023 
## Iteration 1 lambda =  0.3312321 
## Iteration 2 lambda =  -0.003151812 
## Iteration 3 lambda =  -0.1703438 
## Iteration 4 lambda =  -0.2539398 
## Iteration 5 lambda =  -0.2957378 
## Iteration 6 lambda =  -0.3166368 
## Iteration 7 lambda =  -0.3270863 
## Iteration 8 lambda =  -0.332311 
## Iteration 9 lambda =  -0.3349234 
## Iteration 10 lambda =  -0.3362296 
## Iteration 11 lambda =  -0.3368827 
## Iteration 12 lambda =  -0.3372092 
## Iteration 13 lambda =  -0.3373725 
## Iteration 14 lambda =  -0.3374541 
## Iteration 15 lambda =  -0.3374949 
## Iteration 16 lambda =  -0.3375153 
## Iteration 17 lambda =  -0.3375255 
## Iteration 18 lambda =  -0.3375306 
## Iteration 19 lambda =  -0.3375332 
## Iteration 20 lambda =  -0.3375345 
## Iteration 21 lambda =  -0.3375351 
## Iteration 22 lambda =  -0.3375354 
## Iteration 23 lambda =  -0.3375356 
## Iteration 24 lambda =  -0.3375357 
## Iteration 1 lambda =  0.2636057 
## Iteration 2 lambda =  -0.1045914 
## Iteration 3 lambda =  -0.2886899 
## Iteration 4 lambda =  -0.3807392 
## Iteration 5 lambda =  -0.4267639 
## Iteration 6 lambda =  -0.4497762 
## Iteration 7 lambda =  -0.4612823 
## Iteration 8 lambda =  -0.4670354 
## Iteration 9 lambda =  -0.469912 
## Iteration 10 lambda =  -0.4713502 
## Iteration 11 lambda =  -0.4720694 
## Iteration 12 lambda =  -0.4724289 
## Iteration 13 lambda =  -0.4726087 
## Iteration 14 lambda =  -0.4726986 
## Iteration 15 lambda =  -0.4727436 
## Iteration 16 lambda =  -0.472766 
## Iteration 17 lambda =  -0.4727773 
## Iteration 18 lambda =  -0.4727829 
## Iteration 19 lambda =  -0.4727857 
## Iteration 20 lambda =  -0.4727871 
## Iteration 21 lambda =  -0.4727878 
## Iteration 22 lambda =  -0.4727882 
## Iteration 23 lambda =  -0.4727883 
## Iteration 24 lambda =  -0.4727884 
## Iteration 1 lambda =  0.3129401 
## Iteration 2 lambda =  -0.0305898 
## Iteration 3 lambda =  -0.2023548 
## Iteration 4 lambda =  -0.2882372 
## Iteration 5 lambda =  -0.3311785 
## Iteration 6 lambda =  -0.3526491 
## Iteration 7 lambda =  -0.3633844 
## Iteration 8 lambda =  -0.3687521 
## Iteration 9 lambda =  -0.3714359 
## Iteration 10 lambda =  -0.3727778 
## Iteration 11 lambda =  -0.3734488 
## Iteration 12 lambda =  -0.3737843 
## Iteration 13 lambda =  -0.373952 
## Iteration 14 lambda =  -0.3740359 
## Iteration 15 lambda =  -0.3740778 
## Iteration 16 lambda =  -0.3740988 
## Iteration 17 lambda =  -0.3741092 
## Iteration 18 lambda =  -0.3741145 
## Iteration 19 lambda =  -0.3741171 
## Iteration 20 lambda =  -0.3741184 
## Iteration 21 lambda =  -0.3741191 
## Iteration 22 lambda =  -0.3741194 
## Iteration 23 lambda =  -0.3741196 
## Iteration 24 lambda =  -0.3741196 
## Iteration 1 lambda =  0.3183331 
## Iteration 2 lambda =  -0.02250036 
## Iteration 3 lambda =  -0.1929171 
## Iteration 4 lambda =  -0.2781254 
## Iteration 5 lambda =  -0.3207296 
## Iteration 6 lambda =  -0.3420317 
## Iteration 7 lambda =  -0.3526828 
## Iteration 8 lambda =  -0.3580083 
## Iteration 9 lambda =  -0.3606711 
## Iteration 10 lambda =  -0.3620024 
## Iteration 11 lambda =  -0.3626681 
## Iteration 12 lambda =  -0.363001 
## Iteration 13 lambda =  -0.3631674 
## Iteration 14 lambda =  -0.3632506 
## Iteration 15 lambda =  -0.3632922 
## Iteration 16 lambda =  -0.363313 
## Iteration 17 lambda =  -0.3633234 
## Iteration 18 lambda =  -0.3633286 
## Iteration 19 lambda =  -0.3633312 
## Iteration 20 lambda =  -0.3633325 
## Iteration 21 lambda =  -0.3633332 
## Iteration 22 lambda =  -0.3633335 
## Iteration 23 lambda =  -0.3633337 
## Iteration 24 lambda =  -0.3633337 
## Iteration 1 lambda =  0.2915283 
## Iteration 2 lambda =  -0.06270755 
## Iteration 3 lambda =  -0.2398255 
## Iteration 4 lambda =  -0.3283844 
## Iteration 5 lambda =  -0.3726639 
## Iteration 6 lambda =  -0.3948037 
## Iteration 7 lambda =  -0.4058735 
## Iteration 8 lambda =  -0.4114085 
## Iteration 9 lambda =  -0.4141759 
## Iteration 10 lambda =  -0.4155597 
## Iteration 11 lambda =  -0.4162515 
## Iteration 12 lambda =  -0.4165975 
## Iteration 13 lambda =  -0.4167704 
## Iteration 14 lambda =  -0.4168569 
## Iteration 15 lambda =  -0.4169002 
## Iteration 16 lambda =  -0.4169218 
## Iteration 17 lambda =  -0.4169326 
## Iteration 18 lambda =  -0.416938 
## Iteration 19 lambda =  -0.4169407 
## Iteration 20 lambda =  -0.416942 
## Iteration 21 lambda =  -0.4169427 
## Iteration 22 lambda =  -0.4169431 
## Iteration 23 lambda =  -0.4169432 
## Iteration 24 lambda =  -0.4169433 
## Iteration 1 lambda =  0.3298723 
## Iteration 2 lambda =  -0.005191525 
## Iteration 3 lambda =  -0.1727234 
## Iteration 4 lambda =  -0.2564894 
## Iteration 5 lambda =  -0.2983724 
## Iteration 6 lambda =  -0.3193139 
## Iteration 7 lambda =  -0.3297846 
## Iteration 8 lambda =  -0.33502 
## Iteration 9 lambda =  -0.3376377 
## Iteration 10 lambda =  -0.3389465 
## Iteration 11 lambda =  -0.3396009 
## Iteration 12 lambda =  -0.3399282 
## Iteration 13 lambda =  -0.3400918 
## Iteration 14 lambda =  -0.3401736 
## Iteration 15 lambda =  -0.3402145 
## Iteration 16 lambda =  -0.3402349 
## Iteration 17 lambda =  -0.3402451 
## Iteration 18 lambda =  -0.3402503 
## Iteration 19 lambda =  -0.3402528 
## Iteration 20 lambda =  -0.3402541 
## Iteration 21 lambda =  -0.3402547 
## Iteration 22 lambda =  -0.340255 
## Iteration 23 lambda =  -0.3402552 
## Iteration 24 lambda =  -0.3402553 
## Iteration 1 lambda =  0.3267516 
## Iteration 2 lambda =  -0.009872549 
## Iteration 3 lambda =  -0.1781846 
## Iteration 4 lambda =  -0.2623407 
## Iteration 5 lambda =  -0.3044187 
## Iteration 6 lambda =  -0.3254577 
## Iteration 7 lambda =  -0.3359772 
## Iteration 8 lambda =  -0.341237 
## Iteration 9 lambda =  -0.3438669 
## Iteration 10 lambda =  -0.3451818 
## Iteration 11 lambda =  -0.3458393 
## Iteration 12 lambda =  -0.346168 
## Iteration 13 lambda =  -0.3463324 
## Iteration 14 lambda =  -0.3464145 
## Iteration 15 lambda =  -0.3464556 
## Iteration 16 lambda =  -0.3464762 
## Iteration 17 lambda =  -0.3464865 
## Iteration 18 lambda =  -0.3464916 
## Iteration 19 lambda =  -0.3464942 
## Iteration 20 lambda =  -0.3464954 
## Iteration 21 lambda =  -0.3464961 
## Iteration 22 lambda =  -0.3464964 
## Iteration 23 lambda =  -0.3464966 
## Iteration 24 lambda =  -0.3464967 
## Iteration 1 lambda =  0.3382048 
## Iteration 2 lambda =  0.007307157 
## Iteration 3 lambda =  -0.1581417 
## Iteration 4 lambda =  -0.2408661 
## Iteration 5 lambda =  -0.2822283 
## Iteration 6 lambda =  -0.3029094 
## Iteration 7 lambda =  -0.3132499 
## Iteration 8 lambda =  -0.3184202 
## Iteration 9 lambda =  -0.3210053 
## Iteration 10 lambda =  -0.3222979 
## Iteration 11 lambda =  -0.3229442 
## Iteration 12 lambda =  -0.3232673 
## Iteration 13 lambda =  -0.3234289 
## Iteration 14 lambda =  -0.3235097 
## Iteration 15 lambda =  -0.3235501 
## Iteration 16 lambda =  -0.3235703 
## Iteration 17 lambda =  -0.3235804 
## Iteration 18 lambda =  -0.3235854 
## Iteration 19 lambda =  -0.3235879 
## Iteration 20 lambda =  -0.3235892 
## Iteration 21 lambda =  -0.3235898 
## Iteration 22 lambda =  -0.3235901 
## Iteration 23 lambda =  -0.3235903 
## Iteration 24 lambda =  -0.3235904 
## Iteration 1 lambda =  0.3632689 
## Iteration 2 lambda =  0.04490331 
## Iteration 3 lambda =  -0.1142795 
## Iteration 4 lambda =  -0.1938709 
## Iteration 5 lambda =  -0.2336666 
## Iteration 6 lambda =  -0.2535644 
## Iteration 7 lambda =  -0.2635133 
## Iteration 8 lambda =  -0.2684878 
## Iteration 9 lambda =  -0.270975 
## Iteration 10 lambda =  -0.2722186 
## Iteration 11 lambda =  -0.2728404 
## Iteration 12 lambda =  -0.2731514 
## Iteration 13 lambda =  -0.2733068 
## Iteration 14 lambda =  -0.2733845 
## Iteration 15 lambda =  -0.2734234 
## Iteration 16 lambda =  -0.2734428 
## Iteration 17 lambda =  -0.2734525 
## Iteration 18 lambda =  -0.2734574 
## Iteration 19 lambda =  -0.2734598 
## Iteration 20 lambda =  -0.273461 
## Iteration 21 lambda =  -0.2734616 
## Iteration 22 lambda =  -0.273462 
## Iteration 23 lambda =  -0.2734621 
## Iteration 24 lambda =  -0.2734622 
## Iteration 1 lambda =  0.3057567 
## Iteration 2 lambda =  -0.04136492 
## Iteration 3 lambda =  -0.2149257 
## Iteration 4 lambda =  -0.3017062 
## Iteration 5 lambda =  -0.3450964 
## Iteration 6 lambda =  -0.3667915 
## Iteration 7 lambda =  -0.377639 
## Iteration 8 lambda =  -0.3830628 
## Iteration 9 lambda =  -0.3857747 
## Iteration 10 lambda =  -0.3871306 
## Iteration 11 lambda =  -0.3878086 
## Iteration 12 lambda =  -0.3881476 
## Iteration 13 lambda =  -0.3883171 
## Iteration 14 lambda =  -0.3884018 
## Iteration 15 lambda =  -0.3884442 
## Iteration 16 lambda =  -0.3884654 
## Iteration 17 lambda =  -0.388476 
## Iteration 18 lambda =  -0.3884813 
## Iteration 19 lambda =  -0.3884839 
## Iteration 20 lambda =  -0.3884852 
## Iteration 21 lambda =  -0.3884859 
## Iteration 22 lambda =  -0.3884862 
## Iteration 23 lambda =  -0.3884864 
## Iteration 24 lambda =  -0.3884865 
## Iteration 1 lambda =  0.3541162 
## Iteration 2 lambda =  0.03117424 
## Iteration 3 lambda =  -0.1302967 
## Iteration 4 lambda =  -0.2110322 
## Iteration 5 lambda =  -0.2513999 
## Iteration 6 lambda =  -0.2715838 
## Iteration 7 lambda =  -0.2816757 
## Iteration 8 lambda =  -0.2867217 
## Iteration 9 lambda =  -0.2892447 
## Iteration 10 lambda =  -0.2905062 
## Iteration 11 lambda =  -0.2911369 
## Iteration 12 lambda =  -0.2914523 
## Iteration 13 lambda =  -0.29161 
## Iteration 14 lambda =  -0.2916888 
## Iteration 15 lambda =  -0.2917283 
## Iteration 16 lambda =  -0.291748 
## Iteration 17 lambda =  -0.2917578 
## Iteration 18 lambda =  -0.2917627 
## Iteration 19 lambda =  -0.2917652 
## Iteration 20 lambda =  -0.2917664 
## Iteration 21 lambda =  -0.2917671 
## Iteration 22 lambda =  -0.2917674 
## Iteration 23 lambda =  -0.2917675 
## Iteration 24 lambda =  -0.2917676 
## Iteration 1 lambda =  0.3288793 
## Iteration 2 lambda =  -0.006681096 
## Iteration 3 lambda =  -0.1744613 
## Iteration 4 lambda =  -0.2583514 
## Iteration 5 lambda =  -0.3002964 
## Iteration 6 lambda =  -0.3212689 
## Iteration 7 lambda =  -0.3317552 
## Iteration 8 lambda =  -0.3369983 
## Iteration 9 lambda =  -0.3396199 
## Iteration 10 lambda =  -0.3409307 
## Iteration 11 lambda =  -0.3415861 
## Iteration 12 lambda =  -0.3419138 
## Iteration 13 lambda =  -0.3420776 
## Iteration 14 lambda =  -0.3421595 
## Iteration 15 lambda =  -0.3422005 
## Iteration 16 lambda =  -0.342221 
## Iteration 17 lambda =  -0.3422312 
## Iteration 18 lambda =  -0.3422363 
## Iteration 19 lambda =  -0.3422389 
## Iteration 20 lambda =  -0.3422402 
## Iteration 21 lambda =  -0.3422408 
## Iteration 22 lambda =  -0.3422411 
## Iteration 23 lambda =  -0.3422413 
## Iteration 24 lambda =  -0.3422414 
## Iteration 1 lambda =  0.3254813 
## Iteration 2 lambda =  -0.01177812 
## Iteration 3 lambda =  -0.1804078 
## Iteration 4 lambda =  -0.2647226 
## Iteration 5 lambda =  -0.3068801 
## Iteration 6 lambda =  -0.3279588 
## Iteration 7 lambda =  -0.3384981 
## Iteration 8 lambda =  -0.3437678 
## Iteration 9 lambda =  -0.3464027 
## Iteration 10 lambda =  -0.3477201 
## Iteration 11 lambda =  -0.3483788 
## Iteration 12 lambda =  -0.3487081 
## Iteration 13 lambda =  -0.3488728 
## Iteration 14 lambda =  -0.3489552 
## Iteration 15 lambda =  -0.3489963 
## Iteration 16 lambda =  -0.3490169 
## Iteration 17 lambda =  -0.3490272 
## Iteration 18 lambda =  -0.3490323 
## Iteration 19 lambda =  -0.3490349 
## Iteration 20 lambda =  -0.3490362 
## Iteration 21 lambda =  -0.3490368 
## Iteration 22 lambda =  -0.3490372 
## Iteration 23 lambda =  -0.3490373 
## Iteration 24 lambda =  -0.3490374 
## Iteration 1 lambda =  0.2485812 
## Iteration 2 lambda =  -0.1271281 
## Iteration 3 lambda =  -0.3149828 
## Iteration 4 lambda =  -0.4089102 
## Iteration 5 lambda =  -0.4558738 
## Iteration 6 lambda =  -0.4793557 
## Iteration 7 lambda =  -0.4910966 
## Iteration 8 lambda =  -0.4969671 
## Iteration 9 lambda =  -0.4999023 
## Iteration 10 lambda =  -0.5013699 
## Iteration 11 lambda =  -0.5021037 
## Iteration 12 lambda =  -0.5024706 
## Iteration 13 lambda =  -0.5026541 
## Iteration 14 lambda =  -0.5027458 
## Iteration 15 lambda =  -0.5027916 
## Iteration 16 lambda =  -0.5028146 
## Iteration 17 lambda =  -0.502826 
## Iteration 18 lambda =  -0.5028318 
## Iteration 19 lambda =  -0.5028346 
## Iteration 20 lambda =  -0.5028361 
## Iteration 21 lambda =  -0.5028368 
## Iteration 22 lambda =  -0.5028372 
## Iteration 23 lambda =  -0.5028373 
## Iteration 24 lambda =  -0.5028374 
## Iteration 1 lambda =  0.2600682 
## Iteration 2 lambda =  -0.1098978 
## Iteration 3 lambda =  -0.2948807 
## Iteration 4 lambda =  -0.3873722 
## Iteration 5 lambda =  -0.433618 
## Iteration 6 lambda =  -0.4567408 
## Iteration 7 lambda =  -0.4683023 
## Iteration 8 lambda =  -0.474083 
## Iteration 9 lambda =  -0.4769733 
## Iteration 10 lambda =  -0.4784185 
## Iteration 11 lambda =  -0.4791411 
## Iteration 12 lambda =  -0.4795024 
## Iteration 13 lambda =  -0.479683 
## Iteration 14 lambda =  -0.4797734 
## Iteration 15 lambda =  -0.4798185 
## Iteration 16 lambda =  -0.4798411 
## Iteration 17 lambda =  -0.4798524 
## Iteration 18 lambda =  -0.4798581 
## Iteration 19 lambda =  -0.4798609 
## Iteration 20 lambda =  -0.4798623 
## Iteration 21 lambda =  -0.479863 
## Iteration 22 lambda =  -0.4798633 
## Iteration 23 lambda =  -0.4798635 
## Iteration 24 lambda =  -0.4798636 
## Iteration 1 lambda =  0.3521144 
## Iteration 2 lambda =  0.02817165 
## Iteration 3 lambda =  -0.1337997 
## Iteration 4 lambda =  -0.2147854 
## Iteration 5 lambda =  -0.2552783 
## Iteration 6 lambda =  -0.2755247 
## Iteration 7 lambda =  -0.2856479 
## Iteration 8 lambda =  -0.2907095 
## Iteration 9 lambda =  -0.2932403 
## Iteration 10 lambda =  -0.2945057 
## Iteration 11 lambda =  -0.2951384 
## Iteration 12 lambda =  -0.2954548 
## Iteration 13 lambda =  -0.295613 
## Iteration 14 lambda =  -0.295692 
## Iteration 15 lambda =  -0.2957316 
## Iteration 16 lambda =  -0.2957514 
## Iteration 17 lambda =  -0.2957612 
## Iteration 18 lambda =  -0.2957662 
## Iteration 19 lambda =  -0.2957687 
## Iteration 20 lambda =  -0.2957699 
## Iteration 21 lambda =  -0.2957705 
## Iteration 22 lambda =  -0.2957708 
## Iteration 23 lambda =  -0.295771 
## Iteration 24 lambda =  -0.2957711 
## Iteration 1 lambda =  0.3071769 
## Iteration 2 lambda =  -0.03923466 
## Iteration 3 lambda =  -0.2124404 
## Iteration 4 lambda =  -0.2990433 
## Iteration 5 lambda =  -0.3423448 
## Iteration 6 lambda =  -0.3639955 
## Iteration 7 lambda =  -0.3748209 
## Iteration 8 lambda =  -0.3802335 
## Iteration 9 lambda =  -0.3829399 
## Iteration 10 lambda =  -0.384293 
## Iteration 11 lambda =  -0.3849696 
## Iteration 12 lambda =  -0.3853079 
## Iteration 13 lambda =  -0.3854771 
## Iteration 14 lambda =  -0.3855616 
## Iteration 15 lambda =  -0.3856039 
## Iteration 16 lambda =  -0.3856251 
## Iteration 17 lambda =  -0.3856356 
## Iteration 18 lambda =  -0.3856409 
## Iteration 19 lambda =  -0.3856436 
## Iteration 20 lambda =  -0.3856449 
## Iteration 21 lambda =  -0.3856456 
## Iteration 22 lambda =  -0.3856459 
## Iteration 23 lambda =  -0.3856461 
## Iteration 24 lambda =  -0.3856461 
## Iteration 1 lambda =  0.2943722 
## Iteration 2 lambda =  -0.05844175 
## Iteration 3 lambda =  -0.2348487 
## Iteration 4 lambda =  -0.3230522 
## Iteration 5 lambda =  -0.3671539 
## Iteration 6 lambda =  -0.3892048 
## Iteration 7 lambda =  -0.4002302 
## Iteration 8 lambda =  -0.405743 
## Iteration 9 lambda =  -0.4084993 
## Iteration 10 lambda =  -0.4098775 
## Iteration 11 lambda =  -0.4105666 
## Iteration 12 lambda =  -0.4109111 
## Iteration 13 lambda =  -0.4110834 
## Iteration 14 lambda =  -0.4111695 
## Iteration 15 lambda =  -0.4112126 
## Iteration 16 lambda =  -0.4112341 
## Iteration 17 lambda =  -0.4112449 
## Iteration 18 lambda =  -0.4112503 
## Iteration 19 lambda =  -0.411253 
## Iteration 20 lambda =  -0.4112543 
## Iteration 21 lambda =  -0.411255 
## Iteration 22 lambda =  -0.4112553 
## Iteration 23 lambda =  -0.4112555 
## Iteration 24 lambda =  -0.4112556 
## Iteration 1 lambda =  0.3350591 
## Iteration 2 lambda =  0.002588686 
## Iteration 3 lambda =  -0.1636465 
## Iteration 4 lambda =  -0.2467641 
## Iteration 5 lambda =  -0.2883229 
## Iteration 6 lambda =  -0.3091023 
## Iteration 7 lambda =  -0.3194921 
## Iteration 8 lambda =  -0.3246869 
## Iteration 9 lambda =  -0.3272843 
## Iteration 10 lambda =  -0.328583 
## Iteration 11 lambda =  -0.3292324 
## Iteration 12 lambda =  -0.3295571 
## Iteration 13 lambda =  -0.3297194 
## Iteration 14 lambda =  -0.3298006 
## Iteration 15 lambda =  -0.3298412 
## Iteration 16 lambda =  -0.3298615 
## Iteration 17 lambda =  -0.3298716 
## Iteration 18 lambda =  -0.3298767 
## Iteration 19 lambda =  -0.3298792 
## Iteration 20 lambda =  -0.3298805 
## Iteration 21 lambda =  -0.3298811 
## Iteration 22 lambda =  -0.3298814 
## Iteration 23 lambda =  -0.3298816 
## Iteration 24 lambda =  -0.3298817 
## Iteration 1 lambda =  0.3488569 
## Iteration 2 lambda =  0.02328535 
## Iteration 3 lambda =  -0.1395004 
## Iteration 4 lambda =  -0.2208933 
## Iteration 5 lambda =  -0.2615898 
## Iteration 6 lambda =  -0.281938 
## Iteration 7 lambda =  -0.2921121 
## Iteration 8 lambda =  -0.2971991 
## Iteration 9 lambda =  -0.2997427 
## Iteration 10 lambda =  -0.3010144 
## Iteration 11 lambda =  -0.3016503 
## Iteration 12 lambda =  -0.3019683 
## Iteration 13 lambda =  -0.3021272 
## Iteration 14 lambda =  -0.3022067 
## Iteration 15 lambda =  -0.3022465 
## Iteration 16 lambda =  -0.3022663 
## Iteration 17 lambda =  -0.3022763 
## Iteration 18 lambda =  -0.3022812 
## Iteration 19 lambda =  -0.3022837 
## Iteration 20 lambda =  -0.302285 
## Iteration 21 lambda =  -0.3022856 
## Iteration 22 lambda =  -0.3022859 
## Iteration 23 lambda =  -0.302286 
## Iteration 24 lambda =  -0.3022861 
## Iteration 1 lambda =  0.2964054 
## Iteration 2 lambda =  -0.05539193 
## Iteration 3 lambda =  -0.2312906 
## Iteration 4 lambda =  -0.3192399 
## Iteration 5 lambda =  -0.3632146 
## Iteration 6 lambda =  -0.3852019 
## Iteration 7 lambda =  -0.3961956 
## Iteration 8 lambda =  -0.4016924 
## Iteration 9 lambda =  -0.4044408 
## Iteration 10 lambda =  -0.405815 
## Iteration 11 lambda =  -0.4065021 
## Iteration 12 lambda =  -0.4068457 
## Iteration 13 lambda =  -0.4070175 
## Iteration 14 lambda =  -0.4071033 
## Iteration 15 lambda =  -0.4071463 
## Iteration 16 lambda =  -0.4071678 
## Iteration 17 lambda =  -0.4071785 
## Iteration 18 lambda =  -0.4071839 
## Iteration 19 lambda =  -0.4071866 
## Iteration 20 lambda =  -0.4071879 
## Iteration 21 lambda =  -0.4071886 
## Iteration 22 lambda =  -0.4071889 
## Iteration 23 lambda =  -0.4071891 
## Iteration 24 lambda =  -0.4071892 
## Iteration 1 lambda =  0.3087945 
## Iteration 2 lambda =  -0.03680823 
## Iteration 3 lambda =  -0.2096096 
## Iteration 4 lambda =  -0.2960103 
## Iteration 5 lambda =  -0.3392106 
## Iteration 6 lambda =  -0.3608108 
## Iteration 7 lambda =  -0.3716109 
## Iteration 8 lambda =  -0.3770109 
## Iteration 9 lambda =  -0.379711 
## Iteration 10 lambda =  -0.381061 
## Iteration 11 lambda =  -0.381736 
## Iteration 12 lambda =  -0.3820735 
## Iteration 13 lambda =  -0.3822422 
## Iteration 14 lambda =  -0.3823266 
## Iteration 15 lambda =  -0.3823688 
## Iteration 16 lambda =  -0.3823899 
## Iteration 17 lambda =  -0.3824004 
## Iteration 18 lambda =  -0.3824057 
## Iteration 19 lambda =  -0.3824083 
## Iteration 20 lambda =  -0.3824097 
## Iteration 21 lambda =  -0.3824103 
## Iteration 22 lambda =  -0.3824106 
## Iteration 23 lambda =  -0.3824108 
## Iteration 24 lambda =  -0.3824109 
## Iteration 1 lambda =  0.2828619 
## Iteration 2 lambda =  -0.07570719 
## Iteration 3 lambda =  -0.2549917 
## Iteration 4 lambda =  -0.344634 
## Iteration 5 lambda =  -0.3894551 
## Iteration 6 lambda =  -0.4118657 
## Iteration 7 lambda =  -0.423071 
## Iteration 8 lambda =  -0.4286736 
## Iteration 9 lambda =  -0.4314749 
## Iteration 10 lambda =  -0.4328756 
## Iteration 11 lambda =  -0.4335759 
## Iteration 12 lambda =  -0.4339261 
## Iteration 13 lambda =  -0.4341012 
## Iteration 14 lambda =  -0.4341887 
## Iteration 15 lambda =  -0.4342325 
## Iteration 16 lambda =  -0.4342544 
## Iteration 17 lambda =  -0.4342653 
## Iteration 18 lambda =  -0.4342708 
## Iteration 19 lambda =  -0.4342735 
## Iteration 20 lambda =  -0.4342749 
## Iteration 21 lambda =  -0.4342756 
## Iteration 22 lambda =  -0.4342759 
## Iteration 23 lambda =  -0.4342761 
## Iteration 24 lambda =  -0.4342762 
## Iteration 1 lambda =  0.2984757 
## Iteration 2 lambda =  -0.05228639 
## Iteration 3 lambda =  -0.2276675 
## Iteration 4 lambda =  -0.315358 
## Iteration 5 lambda =  -0.3592032 
## Iteration 6 lambda =  -0.3811259 
## Iteration 7 lambda =  -0.3920872 
## Iteration 8 lambda =  -0.3975679 
## Iteration 9 lambda =  -0.4003082 
## Iteration 10 lambda =  -0.4016783 
## Iteration 11 lambda =  -0.4023634 
## Iteration 12 lambda =  -0.402706 
## Iteration 13 lambda =  -0.4028772 
## Iteration 14 lambda =  -0.4029629 
## Iteration 15 lambda =  -0.4030057 
## Iteration 16 lambda =  -0.4030271 
## Iteration 17 lambda =  -0.4030378 
## Iteration 18 lambda =  -0.4030432 
## Iteration 19 lambda =  -0.4030458 
## Iteration 20 lambda =  -0.4030472 
## Iteration 21 lambda =  -0.4030478 
## Iteration 22 lambda =  -0.4030482 
## Iteration 23 lambda =  -0.4030483 
## Iteration 24 lambda =  -0.4030484 
## Iteration 1 lambda =  0.2929325 
## Iteration 2 lambda =  -0.06060123 
## Iteration 3 lambda =  -0.2373681 
## Iteration 4 lambda =  -0.3257515 
## Iteration 5 lambda =  -0.3699433 
## Iteration 6 lambda =  -0.3920391 
## Iteration 7 lambda =  -0.403087 
## Iteration 8 lambda =  -0.408611 
## Iteration 9 lambda =  -0.411373 
## Iteration 10 lambda =  -0.412754 
## Iteration 11 lambda =  -0.4134445 
## Iteration 12 lambda =  -0.4137897 
## Iteration 13 lambda =  -0.4139623 
## Iteration 14 lambda =  -0.4140487 
## Iteration 15 lambda =  -0.4140918 
## Iteration 16 lambda =  -0.4141134 
## Iteration 17 lambda =  -0.4141242 
## Iteration 18 lambda =  -0.4141296 
## Iteration 19 lambda =  -0.4141323 
## Iteration 20 lambda =  -0.4141336 
## Iteration 21 lambda =  -0.4141343 
## Iteration 22 lambda =  -0.4141346 
## Iteration 23 lambda =  -0.4141348 
## Iteration 24 lambda =  -0.4141349 
## Iteration 1 lambda =  0.3037345 
## Iteration 2 lambda =  -0.04439822 
## Iteration 3 lambda =  -0.2184646 
## Iteration 4 lambda =  -0.3054978 
## Iteration 5 lambda =  -0.3490144 
## Iteration 6 lambda =  -0.3707727 
## Iteration 7 lambda =  -0.3816518 
## Iteration 8 lambda =  -0.3870914 
## Iteration 9 lambda =  -0.3898112 
## Iteration 10 lambda =  -0.3911711 
## Iteration 11 lambda =  -0.391851 
## Iteration 12 lambda =  -0.392191 
## Iteration 13 lambda =  -0.392361 
## Iteration 14 lambda =  -0.392446 
## Iteration 15 lambda =  -0.3924885 
## Iteration 16 lambda =  -0.3925097 
## Iteration 17 lambda =  -0.3925203 
## Iteration 18 lambda =  -0.3925256 
## Iteration 19 lambda =  -0.3925283 
## Iteration 20 lambda =  -0.3925296 
## Iteration 21 lambda =  -0.3925303 
## Iteration 22 lambda =  -0.3925306 
## Iteration 23 lambda =  -0.3925308 
## Iteration 24 lambda =  -0.3925309 
## Iteration 1 lambda =  0.380956 
## Iteration 2 lambda =  0.07143394 
## Iteration 3 lambda =  -0.08332707 
## Iteration 4 lambda =  -0.1607076 
## Iteration 5 lambda =  -0.1993978 
## Iteration 6 lambda =  -0.218743 
## Iteration 7 lambda =  -0.2284155 
## Iteration 8 lambda =  -0.2332518 
## Iteration 9 lambda =  -0.2356699 
## Iteration 10 lambda =  -0.236879 
## Iteration 11 lambda =  -0.2374835 
## Iteration 12 lambda =  -0.2377858 
## Iteration 13 lambda =  -0.2379369 
## Iteration 14 lambda =  -0.2380125 
## Iteration 15 lambda =  -0.2380503 
## Iteration 16 lambda =  -0.2380692 
## Iteration 17 lambda =  -0.2380786 
## Iteration 18 lambda =  -0.2380834 
## Iteration 19 lambda =  -0.2380857 
## Iteration 20 lambda =  -0.2380869 
## Iteration 21 lambda =  -0.2380875 
## Iteration 22 lambda =  -0.2380878 
## Iteration 23 lambda =  -0.2380879 
## Iteration 24 lambda =  -0.238088 
## Iteration 1 lambda =  0.2650094 
## Iteration 2 lambda =  -0.1024859 
## Iteration 3 lambda =  -0.2862335 
## Iteration 4 lambda =  -0.3781074 
## Iteration 5 lambda =  -0.4240443 
## Iteration 6 lambda =  -0.4470127 
## Iteration 7 lambda =  -0.458497 
## Iteration 8 lambda =  -0.4642391 
## Iteration 9 lambda =  -0.4671101 
## Iteration 10 lambda =  -0.4685457 
## Iteration 11 lambda =  -0.4692634 
## Iteration 12 lambda =  -0.4696223 
## Iteration 13 lambda =  -0.4698018 
## Iteration 14 lambda =  -0.4698915 
## Iteration 15 lambda =  -0.4699363 
## Iteration 16 lambda =  -0.4699588 
## Iteration 17 lambda =  -0.46997 
## Iteration 18 lambda =  -0.4699756 
## Iteration 19 lambda =  -0.4699784 
## Iteration 20 lambda =  -0.4699798 
## Iteration 21 lambda =  -0.4699805 
## Iteration 22 lambda =  -0.4699808 
## Iteration 23 lambda =  -0.469981 
## Iteration 24 lambda =  -0.4699811 
## Iteration 1 lambda =  0.256246 
## Iteration 2 lambda =  -0.115631 
## Iteration 3 lambda =  -0.3015695 
## Iteration 4 lambda =  -0.3945387 
## Iteration 5 lambda =  -0.4410233 
## Iteration 6 lambda =  -0.4642656 
## Iteration 7 lambda =  -0.4758868 
## Iteration 8 lambda =  -0.4816974 
## Iteration 9 lambda =  -0.4846027 
## Iteration 10 lambda =  -0.4860553 
## Iteration 11 lambda =  -0.4867816 
## Iteration 12 lambda =  -0.4871448 
## Iteration 13 lambda =  -0.4873264 
## Iteration 14 lambda =  -0.4874172 
## Iteration 15 lambda =  -0.4874626 
## Iteration 16 lambda =  -0.4874853 
## Iteration 17 lambda =  -0.4874966 
## Iteration 18 lambda =  -0.4875023 
## Iteration 19 lambda =  -0.4875051 
## Iteration 20 lambda =  -0.4875065 
## Iteration 21 lambda =  -0.4875072 
## Iteration 22 lambda =  -0.4875076 
## Iteration 23 lambda =  -0.4875078 
## Iteration 24 lambda =  -0.4875079 
## Iteration 1 lambda =  0.3271067 
## Iteration 2 lambda =  -0.009340009 
## Iteration 3 lambda =  -0.1775633 
## Iteration 4 lambda =  -0.261675 
## Iteration 5 lambda =  -0.3037308 
## Iteration 6 lambda =  -0.3247588 
## Iteration 7 lambda =  -0.3352727 
## Iteration 8 lambda =  -0.3405297 
## Iteration 9 lambda =  -0.3431582 
## Iteration 10 lambda =  -0.3444724 
## Iteration 11 lambda =  -0.3451296 
## Iteration 12 lambda =  -0.3454581 
## Iteration 13 lambda =  -0.3456224 
## Iteration 14 lambda =  -0.3457045 
## Iteration 15 lambda =  -0.3457456 
## Iteration 16 lambda =  -0.3457661 
## Iteration 17 lambda =  -0.3457764 
## Iteration 18 lambda =  -0.3457815 
## Iteration 19 lambda =  -0.3457841 
## Iteration 20 lambda =  -0.3457854 
## Iteration 21 lambda =  -0.345786 
## Iteration 22 lambda =  -0.3457864 
## Iteration 23 lambda =  -0.3457865 
## Iteration 24 lambda =  -0.3457866 
## Iteration 1 lambda =  0.3217857 
## Iteration 2 lambda =  -0.01732152 
## Iteration 3 lambda =  -0.1868751 
## Iteration 4 lambda =  -0.2716519 
## Iteration 5 lambda =  -0.3140403 
## Iteration 6 lambda =  -0.3352345 
## Iteration 7 lambda =  -0.3458316 
## Iteration 8 lambda =  -0.3511301 
## Iteration 9 lambda =  -0.3537794 
## Iteration 10 lambda =  -0.3551041 
## Iteration 11 lambda =  -0.3557664 
## Iteration 12 lambda =  -0.3560975 
## Iteration 13 lambda =  -0.3562631 
## Iteration 14 lambda =  -0.3563459 
## Iteration 15 lambda =  -0.3563873 
## Iteration 16 lambda =  -0.356408 
## Iteration 17 lambda =  -0.3564183 
## Iteration 18 lambda =  -0.3564235 
## Iteration 19 lambda =  -0.3564261 
## Iteration 20 lambda =  -0.3564274 
## Iteration 21 lambda =  -0.356428 
## Iteration 22 lambda =  -0.3564284 
## Iteration 23 lambda =  -0.3564285 
## Iteration 24 lambda =  -0.3564286 
## Iteration 1 lambda =  0.2985917 
## Iteration 2 lambda =  -0.05211251 
## Iteration 3 lambda =  -0.2274646 
## Iteration 4 lambda =  -0.3151406 
## Iteration 5 lambda =  -0.3589787 
## Iteration 6 lambda =  -0.3808977 
## Iteration 7 lambda =  -0.3918572 
## Iteration 8 lambda =  -0.3973369 
## Iteration 9 lambda =  -0.4000768 
## Iteration 10 lambda =  -0.4014467 
## Iteration 11 lambda =  -0.4021317 
## Iteration 12 lambda =  -0.4024742 
## Iteration 13 lambda =  -0.4026454 
## Iteration 14 lambda =  -0.4027311 
## Iteration 15 lambda =  -0.4027739 
## Iteration 16 lambda =  -0.4027953 
## Iteration 17 lambda =  -0.402806 
## Iteration 18 lambda =  -0.4028113 
## Iteration 19 lambda =  -0.402814 
## Iteration 20 lambda =  -0.4028153 
## Iteration 21 lambda =  -0.402816 
## Iteration 22 lambda =  -0.4028163 
## Iteration 23 lambda =  -0.4028165 
## Iteration 24 lambda =  -0.4028166 
## Iteration 1 lambda =  0.2934756 
## Iteration 2 lambda =  -0.0597866 
## Iteration 3 lambda =  -0.2364177 
## Iteration 4 lambda =  -0.3247332 
## Iteration 5 lambda =  -0.368891 
## Iteration 6 lambda =  -0.3909699 
## Iteration 7 lambda =  -0.4020094 
## Iteration 8 lambda =  -0.4075291 
## Iteration 9 lambda =  -0.4102889 
## Iteration 10 lambda =  -0.4116689 
## Iteration 11 lambda =  -0.4123588 
## Iteration 12 lambda =  -0.4127038 
## Iteration 13 lambda =  -0.4128763 
## Iteration 14 lambda =  -0.4129626 
## Iteration 15 lambda =  -0.4130057 
## Iteration 16 lambda =  -0.4130272 
## Iteration 17 lambda =  -0.413038 
## Iteration 18 lambda =  -0.4130434 
## Iteration 19 lambda =  -0.4130461 
## Iteration 20 lambda =  -0.4130474 
## Iteration 21 lambda =  -0.4130481 
## Iteration 22 lambda =  -0.4130485 
## Iteration 23 lambda =  -0.4130486 
## Iteration 24 lambda =  -0.4130487 
## Iteration 1 lambda =  0.3702252 
## Iteration 2 lambda =  0.05533782 
## Iteration 3 lambda =  -0.1021059 
## Iteration 4 lambda =  -0.1808277 
## Iteration 5 lambda =  -0.2201887 
## Iteration 6 lambda =  -0.2398691 
## Iteration 7 lambda =  -0.2497093 
## Iteration 8 lambda =  -0.2546295 
## Iteration 9 lambda =  -0.2570895 
## Iteration 10 lambda =  -0.2583195 
## Iteration 11 lambda =  -0.2589346 
## Iteration 12 lambda =  -0.2592421 
## Iteration 13 lambda =  -0.2593958 
## Iteration 14 lambda =  -0.2594727 
## Iteration 15 lambda =  -0.2595111 
## Iteration 16 lambda =  -0.2595304 
## Iteration 17 lambda =  -0.25954 
## Iteration 18 lambda =  -0.2595448 
## Iteration 19 lambda =  -0.2595472 
## Iteration 20 lambda =  -0.2595484 
## Iteration 21 lambda =  -0.259549 
## Iteration 22 lambda =  -0.2595493 
## Iteration 23 lambda =  -0.2595494 
## Iteration 24 lambda =  -0.2595495 
## Iteration 1 lambda =  0.3047106 
## Iteration 2 lambda =  -0.04293407 
## Iteration 3 lambda =  -0.2167564 
## Iteration 4 lambda =  -0.3036676 
## Iteration 5 lambda =  -0.3471232 
## Iteration 6 lambda =  -0.368851 
## Iteration 7 lambda =  -0.3797149 
## Iteration 8 lambda =  -0.3851468 
## Iteration 9 lambda =  -0.3878628 
## Iteration 10 lambda =  -0.3892208 
## Iteration 11 lambda =  -0.3898998 
## Iteration 12 lambda =  -0.3902393 
## Iteration 13 lambda =  -0.390409 
## Iteration 14 lambda =  -0.3904939 
## Iteration 15 lambda =  -0.3905363 
## Iteration 16 lambda =  -0.3905575 
## Iteration 17 lambda =  -0.3905681 
## Iteration 18 lambda =  -0.3905734 
## Iteration 19 lambda =  -0.3905761 
## Iteration 20 lambda =  -0.3905774 
## Iteration 21 lambda =  -0.3905781 
## Iteration 22 lambda =  -0.3905784 
## Iteration 23 lambda =  -0.3905786 
## Iteration 24 lambda =  -0.3905787 
## Iteration 1 lambda =  0.3459056 
## Iteration 2 lambda =  0.0188584 
## Iteration 3 lambda =  -0.1446652 
## Iteration 4 lambda =  -0.226427 
## Iteration 5 lambda =  -0.2673079 
## Iteration 6 lambda =  -0.2877483 
## Iteration 7 lambda =  -0.2979686 
## Iteration 8 lambda =  -0.3030787 
## Iteration 9 lambda =  -0.3056337 
## Iteration 10 lambda =  -0.3069113 
## Iteration 11 lambda =  -0.30755 
## Iteration 12 lambda =  -0.3078694 
## Iteration 13 lambda =  -0.3080291 
## Iteration 14 lambda =  -0.308109 
## Iteration 15 lambda =  -0.3081489 
## Iteration 16 lambda =  -0.3081688 
## Iteration 17 lambda =  -0.3081788 
## Iteration 18 lambda =  -0.3081838 
## Iteration 19 lambda =  -0.3081863 
## Iteration 20 lambda =  -0.3081875 
## Iteration 21 lambda =  -0.3081882 
## Iteration 22 lambda =  -0.3081885 
## Iteration 23 lambda =  -0.3081886 
## Iteration 24 lambda =  -0.3081887 
## Iteration 1 lambda =  0.3095318 
## Iteration 2 lambda =  -0.03570224 
## Iteration 3 lambda =  -0.2083193 
## Iteration 4 lambda =  -0.2946278 
## Iteration 5 lambda =  -0.3377821 
## Iteration 6 lambda =  -0.3593592 
## Iteration 7 lambda =  -0.3701477 
## Iteration 8 lambda =  -0.375542 
## Iteration 9 lambda =  -0.3782392 
## Iteration 10 lambda =  -0.3795877 
## Iteration 11 lambda =  -0.380262 
## Iteration 12 lambda =  -0.3805992 
## Iteration 13 lambda =  -0.3807677 
## Iteration 14 lambda =  -0.380852 
## Iteration 15 lambda =  -0.3808942 
## Iteration 16 lambda =  -0.3809152 
## Iteration 17 lambda =  -0.3809258 
## Iteration 18 lambda =  -0.380931 
## Iteration 19 lambda =  -0.3809337 
## Iteration 20 lambda =  -0.380935 
## Iteration 21 lambda =  -0.3809357 
## Iteration 22 lambda =  -0.380936 
## Iteration 23 lambda =  -0.3809361 
## Iteration 24 lambda =  -0.3809362 
## Iteration 1 lambda =  0.3093431 
## Iteration 2 lambda =  -0.03598542 
## Iteration 3 lambda =  -0.2086497 
## Iteration 4 lambda =  -0.2949818 
## Iteration 5 lambda =  -0.3381478 
## Iteration 6 lambda =  -0.3597309 
## Iteration 7 lambda =  -0.3705224 
## Iteration 8 lambda =  -0.3759181 
## Iteration 9 lambda =  -0.378616 
## Iteration 10 lambda =  -0.379965 
## Iteration 11 lambda =  -0.3806394 
## Iteration 12 lambda =  -0.3809767 
## Iteration 13 lambda =  -0.3811453 
## Iteration 14 lambda =  -0.3812296 
## Iteration 15 lambda =  -0.3812717 
## Iteration 16 lambda =  -0.3812928 
## Iteration 17 lambda =  -0.3813034 
## Iteration 18 lambda =  -0.3813086 
## Iteration 19 lambda =  -0.3813113 
## Iteration 20 lambda =  -0.3813126 
## Iteration 21 lambda =  -0.3813132 
## Iteration 22 lambda =  -0.3813136 
## Iteration 23 lambda =  -0.3813137 
## Iteration 24 lambda =  -0.3813138 
## Iteration 1 lambda =  0.3153495 
## Iteration 2 lambda =  -0.02697575 
## Iteration 3 lambda =  -0.1981384 
## Iteration 4 lambda =  -0.2837197 
## Iteration 5 lambda =  -0.3265103 
## Iteration 6 lambda =  -0.3479057 
## Iteration 7 lambda =  -0.3586033 
## Iteration 8 lambda =  -0.3639522 
## Iteration 9 lambda =  -0.3666266 
## Iteration 10 lambda =  -0.3679638 
## Iteration 11 lambda =  -0.3686324 
## Iteration 12 lambda =  -0.3689667 
## Iteration 13 lambda =  -0.3691338 
## Iteration 14 lambda =  -0.3692174 
## Iteration 15 lambda =  -0.3692592 
## Iteration 16 lambda =  -0.3692801 
## Iteration 17 lambda =  -0.3692905 
## Iteration 18 lambda =  -0.3692958 
## Iteration 19 lambda =  -0.3692984 
## Iteration 20 lambda =  -0.3692997 
## Iteration 21 lambda =  -0.3693003 
## Iteration 22 lambda =  -0.3693007 
## Iteration 23 lambda =  -0.3693008 
## Iteration 24 lambda =  -0.3693009 
## Iteration 1 lambda =  0.2498434 
## Iteration 2 lambda =  -0.1252349 
## Iteration 3 lambda =  -0.3127741 
## Iteration 4 lambda =  -0.4065437 
## Iteration 5 lambda =  -0.4534285 
## Iteration 6 lambda =  -0.4768709 
## Iteration 7 lambda =  -0.4885921 
## Iteration 8 lambda =  -0.4944527 
## Iteration 9 lambda =  -0.497383 
## Iteration 10 lambda =  -0.4988481 
## Iteration 11 lambda =  -0.4995807 
## Iteration 12 lambda =  -0.499947 
## Iteration 13 lambda =  -0.5001301 
## Iteration 14 lambda =  -0.5002217 
## Iteration 15 lambda =  -0.5002675 
## Iteration 16 lambda =  -0.5002904 
## Iteration 17 lambda =  -0.5003018 
## Iteration 18 lambda =  -0.5003075 
## Iteration 19 lambda =  -0.5003104 
## Iteration 20 lambda =  -0.5003118 
## Iteration 21 lambda =  -0.5003125 
## Iteration 22 lambda =  -0.5003129 
## Iteration 23 lambda =  -0.5003131 
## Iteration 24 lambda =  -0.5003132 
## Iteration 1 lambda =  0.3223565 
## Iteration 2 lambda =  -0.01646521 
## Iteration 3 lambda =  -0.1858761 
## Iteration 4 lambda =  -0.2705815 
## Iteration 5 lambda =  -0.3129342 
## Iteration 6 lambda =  -0.3341106 
## Iteration 7 lambda =  -0.3446988 
## Iteration 8 lambda =  -0.3499929 
## Iteration 9 lambda =  -0.3526399 
## Iteration 10 lambda =  -0.3539634 
## Iteration 11 lambda =  -0.3546252 
## Iteration 12 lambda =  -0.3549561 
## Iteration 13 lambda =  -0.3551215 
## Iteration 14 lambda =  -0.3552042 
## Iteration 15 lambda =  -0.3552456 
## Iteration 16 lambda =  -0.3552663 
## Iteration 17 lambda =  -0.3552766 
## Iteration 18 lambda =  -0.3552818 
## Iteration 19 lambda =  -0.3552844 
## Iteration 20 lambda =  -0.3552857 
## Iteration 21 lambda =  -0.3552863 
## Iteration 22 lambda =  -0.3552866 
## Iteration 23 lambda =  -0.3552868 
## Iteration 24 lambda =  -0.3552869 
## Iteration 1 lambda =  0.3127643 
## Iteration 2 lambda =  -0.03085356 
## Iteration 3 lambda =  -0.2026625 
## Iteration 4 lambda =  -0.288567 
## Iteration 5 lambda =  -0.3315192 
## Iteration 6 lambda =  -0.3529953 
## Iteration 7 lambda =  -0.3637334 
## Iteration 8 lambda =  -0.3691024 
## Iteration 9 lambda =  -0.3717869 
## Iteration 10 lambda =  -0.3731292 
## Iteration 11 lambda =  -0.3738003 
## Iteration 12 lambda =  -0.3741359 
## Iteration 13 lambda =  -0.3743036 
## Iteration 14 lambda =  -0.3743875 
## Iteration 15 lambda =  -0.3744295 
## Iteration 16 lambda =  -0.3744504 
## Iteration 17 lambda =  -0.3744609 
## Iteration 18 lambda =  -0.3744662 
## Iteration 19 lambda =  -0.3744688 
## Iteration 20 lambda =  -0.3744701 
## Iteration 21 lambda =  -0.3744708 
## Iteration 22 lambda =  -0.3744711 
## Iteration 23 lambda =  -0.3744713 
## Iteration 24 lambda =  -0.3744713 
## Iteration 1 lambda =  0.2305282 
## Iteration 2 lambda =  -0.1542077 
## Iteration 3 lambda =  -0.3465757 
## Iteration 4 lambda =  -0.4427597 
## Iteration 5 lambda =  -0.4908516 
## Iteration 6 lambda =  -0.5148976 
## Iteration 7 lambda =  -0.5269206 
## Iteration 8 lambda =  -0.5329321 
## Iteration 9 lambda =  -0.5359379 
## Iteration 10 lambda =  -0.5374408 
## Iteration 11 lambda =  -0.5381922 
## Iteration 12 lambda =  -0.5385679 
## Iteration 13 lambda =  -0.5387558 
## Iteration 14 lambda =  -0.5388497 
## Iteration 15 lambda =  -0.5388967 
## Iteration 16 lambda =  -0.5389202 
## Iteration 17 lambda =  -0.5389319 
## Iteration 18 lambda =  -0.5389378 
## Iteration 19 lambda =  -0.5389407 
## Iteration 20 lambda =  -0.5389422 
## Iteration 21 lambda =  -0.5389429 
## Iteration 22 lambda =  -0.5389433 
## Iteration 23 lambda =  -0.5389435 
## Iteration 24 lambda =  -0.5389435 
## Iteration 1 lambda =  0.3488984 
## Iteration 2 lambda =  0.02334758 
## Iteration 3 lambda =  -0.1394278 
## Iteration 4 lambda =  -0.2208155 
## Iteration 5 lambda =  -0.2615094 
## Iteration 6 lambda =  -0.2818563 
## Iteration 7 lambda =  -0.2920298 
## Iteration 8 lambda =  -0.2971165 
## Iteration 9 lambda =  -0.2996599 
## Iteration 10 lambda =  -0.3009316 
## Iteration 11 lambda =  -0.3015674 
## Iteration 12 lambda =  -0.3018853 
## Iteration 13 lambda =  -0.3020443 
## Iteration 14 lambda =  -0.3021238 
## Iteration 15 lambda =  -0.3021635 
## Iteration 16 lambda =  -0.3021834 
## Iteration 17 lambda =  -0.3021933 
## Iteration 18 lambda =  -0.3021983 
## Iteration 19 lambda =  -0.3022007 
## Iteration 20 lambda =  -0.302202 
## Iteration 21 lambda =  -0.3022026 
## Iteration 22 lambda =  -0.3022029 
## Iteration 23 lambda =  -0.3022031 
## Iteration 24 lambda =  -0.3022032 
## Iteration 1 lambda =  0.2422016 
## Iteration 2 lambda =  -0.1366976 
## Iteration 3 lambda =  -0.3261472 
## Iteration 4 lambda =  -0.420872 
## Iteration 5 lambda =  -0.4682344 
## Iteration 6 lambda =  -0.4919156 
## Iteration 7 lambda =  -0.5037562 
## Iteration 8 lambda =  -0.5096765 
## Iteration 9 lambda =  -0.5126367 
## Iteration 10 lambda =  -0.5141167 
## Iteration 11 lambda =  -0.5148568 
## Iteration 12 lambda =  -0.5152268 
## Iteration 13 lambda =  -0.5154118 
## Iteration 14 lambda =  -0.5155043 
## Iteration 15 lambda =  -0.5155506 
## Iteration 16 lambda =  -0.5155737 
## Iteration 17 lambda =  -0.5155852 
## Iteration 18 lambda =  -0.515591 
## Iteration 19 lambda =  -0.5155939 
## Iteration 20 lambda =  -0.5155954 
## Iteration 21 lambda =  -0.5155961 
## Iteration 22 lambda =  -0.5155964 
## Iteration 23 lambda =  -0.5155966 
## Iteration 24 lambda =  -0.5155967 
## Iteration 1 lambda =  0.3038128 
## Iteration 2 lambda =  -0.04428079 
## Iteration 3 lambda =  -0.2183276 
## Iteration 4 lambda =  -0.305351 
## Iteration 5 lambda =  -0.3488627 
## Iteration 6 lambda =  -0.3706185 
## Iteration 7 lambda =  -0.3814965 
## Iteration 8 lambda =  -0.3869354 
## Iteration 9 lambda =  -0.3896549 
## Iteration 10 lambda =  -0.3910146 
## Iteration 11 lambda =  -0.3916945 
## Iteration 12 lambda =  -0.3920344 
## Iteration 13 lambda =  -0.3922044 
## Iteration 14 lambda =  -0.3922894 
## Iteration 15 lambda =  -0.3923319 
## Iteration 16 lambda =  -0.3923531 
## Iteration 17 lambda =  -0.3923638 
## Iteration 18 lambda =  -0.3923691 
## Iteration 19 lambda =  -0.3923717 
## Iteration 20 lambda =  -0.3923731 
## Iteration 21 lambda =  -0.3923737 
## Iteration 22 lambda =  -0.3923741 
## Iteration 23 lambda =  -0.3923742 
## Iteration 24 lambda =  -0.3923743 
## Iteration 1 lambda =  0.3027621 
## Iteration 2 lambda =  -0.04585685 
## Iteration 3 lambda =  -0.2201663 
## Iteration 4 lambda =  -0.3073211 
## Iteration 5 lambda =  -0.3508984 
## Iteration 6 lambda =  -0.3726871 
## Iteration 7 lambda =  -0.3835815 
## Iteration 8 lambda =  -0.3890286 
## Iteration 9 lambda =  -0.3917522 
## Iteration 10 lambda =  -0.393114 
## Iteration 11 lambda =  -0.3937949 
## Iteration 12 lambda =  -0.3941354 
## Iteration 13 lambda =  -0.3943056 
## Iteration 14 lambda =  -0.3943907 
## Iteration 15 lambda =  -0.3944332 
## Iteration 16 lambda =  -0.3944545 
## Iteration 17 lambda =  -0.3944652 
## Iteration 18 lambda =  -0.3944705 
## Iteration 19 lambda =  -0.3944731 
## Iteration 20 lambda =  -0.3944745 
## Iteration 21 lambda =  -0.3944751 
## Iteration 22 lambda =  -0.3944755 
## Iteration 23 lambda =  -0.3944756 
## Iteration 24 lambda =  -0.3944757 
## Iteration 1 lambda =  0.2896784 
## Iteration 2 lambda =  -0.06548242 
## Iteration 3 lambda =  -0.2430628 
## Iteration 4 lambda =  -0.331853 
## Iteration 5 lambda =  -0.3762481 
## Iteration 6 lambda =  -0.3984457 
## Iteration 7 lambda =  -0.4095445 
## Iteration 8 lambda =  -0.4150938 
## Iteration 9 lambda =  -0.4178685 
## Iteration 10 lambda =  -0.4192559 
## Iteration 11 lambda =  -0.4199496 
## Iteration 12 lambda =  -0.4202964 
## Iteration 13 lambda =  -0.4204698 
## Iteration 14 lambda =  -0.4205565 
## Iteration 15 lambda =  -0.4205999 
## Iteration 16 lambda =  -0.4206215 
## Iteration 17 lambda =  -0.4206324 
## Iteration 18 lambda =  -0.4206378 
## Iteration 19 lambda =  -0.4206405 
## Iteration 20 lambda =  -0.4206419 
## Iteration 21 lambda =  -0.4206425 
## Iteration 22 lambda =  -0.4206429 
## Iteration 23 lambda =  -0.4206431 
## Iteration 24 lambda =  -0.4206431 
## Iteration 1 lambda =  0.3324824 
## Iteration 2 lambda =  -0.001276403 
## Iteration 3 lambda =  -0.1681558 
## Iteration 4 lambda =  -0.2515955 
## Iteration 5 lambda =  -0.2933154 
## Iteration 6 lambda =  -0.3141753 
## Iteration 7 lambda =  -0.3246052 
## Iteration 8 lambda =  -0.3298202 
## Iteration 9 lambda =  -0.3324277 
## Iteration 10 lambda =  -0.3337315 
## Iteration 11 lambda =  -0.3343833 
## Iteration 12 lambda =  -0.3347093 
## Iteration 13 lambda =  -0.3348722 
## Iteration 14 lambda =  -0.3349537 
## Iteration 15 lambda =  -0.3349945 
## Iteration 16 lambda =  -0.3350148 
## Iteration 17 lambda =  -0.335025 
## Iteration 18 lambda =  -0.3350301 
## Iteration 19 lambda =  -0.3350327 
## Iteration 20 lambda =  -0.3350339 
## Iteration 21 lambda =  -0.3350346 
## Iteration 22 lambda =  -0.3350349 
## Iteration 23 lambda =  -0.335035 
## Iteration 24 lambda =  -0.3350351 
## Iteration 1 lambda =  0.3081168 
## Iteration 2 lambda =  -0.03782479 
## Iteration 3 lambda =  -0.2107956 
## Iteration 4 lambda =  -0.297281 
## Iteration 5 lambda =  -0.3405237 
## Iteration 6 lambda =  -0.362145 
## Iteration 7 lambda =  -0.3729557 
## Iteration 8 lambda =  -0.3783611 
## Iteration 9 lambda =  -0.3810637 
## Iteration 10 lambda =  -0.3824151 
## Iteration 11 lambda =  -0.3830907 
## Iteration 12 lambda =  -0.3834286 
## Iteration 13 lambda =  -0.3835975 
## Iteration 14 lambda =  -0.3836819 
## Iteration 15 lambda =  -0.3837242 
## Iteration 16 lambda =  -0.3837453 
## Iteration 17 lambda =  -0.3837558 
## Iteration 18 lambda =  -0.3837611 
## Iteration 19 lambda =  -0.3837638 
## Iteration 20 lambda =  -0.3837651 
## Iteration 21 lambda =  -0.3837657 
## Iteration 22 lambda =  -0.3837661 
## Iteration 23 lambda =  -0.3837662 
## Iteration 24 lambda =  -0.3837663 
## Iteration 1 lambda =  0.3121058 
## Iteration 2 lambda =  -0.03184132 
## Iteration 3 lambda =  -0.2038149 
## Iteration 4 lambda =  -0.2898017 
## Iteration 5 lambda =  -0.332795 
## Iteration 6 lambda =  -0.3542917 
## Iteration 7 lambda =  -0.3650401 
## Iteration 8 lambda =  -0.3704143 
## Iteration 9 lambda =  -0.3731013 
## Iteration 10 lambda =  -0.3744449 
## Iteration 11 lambda =  -0.3751167 
## Iteration 12 lambda =  -0.3754525 
## Iteration 13 lambda =  -0.3756205 
## Iteration 14 lambda =  -0.3757045 
## Iteration 15 lambda =  -0.3757464 
## Iteration 16 lambda =  -0.3757674 
## Iteration 17 lambda =  -0.3757779 
## Iteration 18 lambda =  -0.3757832 
## Iteration 19 lambda =  -0.3757858 
## Iteration 20 lambda =  -0.3757871 
## Iteration 21 lambda =  -0.3757878 
## Iteration 22 lambda =  -0.3757881 
## Iteration 23 lambda =  -0.3757883 
## Iteration 24 lambda =  -0.3757883 
## Iteration 1 lambda =  0.2104765 
## Iteration 2 lambda =  -0.1842852 
## Iteration 3 lambda =  -0.3816661 
## Iteration 4 lambda =  -0.4803565 
## Iteration 5 lambda =  -0.5297017 
## Iteration 6 lambda =  -0.5543743 
## Iteration 7 lambda =  -0.5667106 
## Iteration 8 lambda =  -0.5728788 
## Iteration 9 lambda =  -0.5759629 
## Iteration 10 lambda =  -0.5775049 
## Iteration 11 lambda =  -0.5782759 
## Iteration 12 lambda =  -0.5786614 
## Iteration 13 lambda =  -0.5788542 
## Iteration 14 lambda =  -0.5789506 
## Iteration 15 lambda =  -0.5789987 
## Iteration 16 lambda =  -0.5790228 
## Iteration 17 lambda =  -0.5790349 
## Iteration 18 lambda =  -0.5790409 
## Iteration 19 lambda =  -0.5790439 
## Iteration 20 lambda =  -0.5790454 
## Iteration 21 lambda =  -0.5790462 
## Iteration 22 lambda =  -0.5790466 
## Iteration 23 lambda =  -0.5790467 
## Iteration 24 lambda =  -0.5790468 
## Iteration 1 lambda =  0.35936 
## Iteration 2 lambda =  0.03904004 
## Iteration 3 lambda =  -0.12112 
## Iteration 4 lambda =  -0.2012 
## Iteration 5 lambda =  -0.24124 
## Iteration 6 lambda =  -0.26126 
## Iteration 7 lambda =  -0.27127 
## Iteration 8 lambda =  -0.276275 
## Iteration 9 lambda =  -0.2787775 
## Iteration 10 lambda =  -0.2800287 
## Iteration 11 lambda =  -0.2806543 
## Iteration 12 lambda =  -0.2809671 
## Iteration 13 lambda =  -0.2811235 
## Iteration 14 lambda =  -0.2812017 
## Iteration 15 lambda =  -0.2812408 
## Iteration 16 lambda =  -0.2812604 
## Iteration 17 lambda =  -0.2812702 
## Iteration 18 lambda =  -0.2812751 
## Iteration 19 lambda =  -0.2812775 
## Iteration 20 lambda =  -0.2812787 
## Iteration 21 lambda =  -0.2812793 
## Iteration 22 lambda =  -0.2812796 
## Iteration 23 lambda =  -0.2812798 
## Iteration 24 lambda =  -0.2812799 
## Iteration 1 lambda =  0.2498511 
## Iteration 2 lambda =  -0.1252234 
## Iteration 3 lambda =  -0.3127607 
## Iteration 4 lambda =  -0.4065293 
## Iteration 5 lambda =  -0.4534136 
## Iteration 6 lambda =  -0.4768557 
## Iteration 7 lambda =  -0.4885768 
## Iteration 8 lambda =  -0.4944373 
## Iteration 9 lambda =  -0.4973676 
## Iteration 10 lambda =  -0.4988328 
## Iteration 11 lambda =  -0.4995653 
## Iteration 12 lambda =  -0.4999316 
## Iteration 13 lambda =  -0.5001147 
## Iteration 14 lambda =  -0.5002063 
## Iteration 15 lambda =  -0.5002521 
## Iteration 16 lambda =  -0.500275 
## Iteration 17 lambda =  -0.5002864 
## Iteration 18 lambda =  -0.5002922 
## Iteration 19 lambda =  -0.500295 
## Iteration 20 lambda =  -0.5002965 
## Iteration 21 lambda =  -0.5002972 
## Iteration 22 lambda =  -0.5002975 
## Iteration 23 lambda =  -0.5002977 
## Iteration 24 lambda =  -0.5002978 
## Iteration 1 lambda =  0.3401179 
## Iteration 2 lambda =  0.01017678 
## Iteration 3 lambda =  -0.1547938 
## Iteration 4 lambda =  -0.237279 
## Iteration 5 lambda =  -0.2785217 
## Iteration 6 lambda =  -0.299143 
## Iteration 7 lambda =  -0.3094536 
## Iteration 8 lambda =  -0.314609 
## Iteration 9 lambda =  -0.3171866 
## Iteration 10 lambda =  -0.3184755 
## Iteration 11 lambda =  -0.3191199 
## Iteration 12 lambda =  -0.3194421 
## Iteration 13 lambda =  -0.3196032 
## Iteration 14 lambda =  -0.3196837 
## Iteration 15 lambda =  -0.319724 
## Iteration 16 lambda =  -0.3197442 
## Iteration 17 lambda =  -0.3197542 
## Iteration 18 lambda =  -0.3197593 
## Iteration 19 lambda =  -0.3197618 
## Iteration 20 lambda =  -0.319763 
## Iteration 21 lambda =  -0.3197637 
## Iteration 22 lambda =  -0.319764 
## Iteration 23 lambda =  -0.3197641 
## Iteration 24 lambda =  -0.3197642 
## Iteration 1 lambda =  0.2757484 
## Iteration 2 lambda =  -0.08637739 
## Iteration 3 lambda =  -0.2674403 
## Iteration 4 lambda =  -0.3579717 
## Iteration 5 lambda =  -0.4032375 
## Iteration 6 lambda =  -0.4258703 
## Iteration 7 lambda =  -0.4371868 
## Iteration 8 lambda =  -0.442845 
## Iteration 9 lambda =  -0.4456741 
## Iteration 10 lambda =  -0.4470886 
## Iteration 11 lambda =  -0.4477959 
## Iteration 12 lambda =  -0.4481496 
## Iteration 13 lambda =  -0.4483264 
## Iteration 14 lambda =  -0.4484148 
## Iteration 15 lambda =  -0.448459 
## Iteration 16 lambda =  -0.4484811 
## Iteration 17 lambda =  -0.4484921 
## Iteration 18 lambda =  -0.4484977 
## Iteration 19 lambda =  -0.4485004 
## Iteration 20 lambda =  -0.4485018 
## Iteration 21 lambda =  -0.4485025 
## Iteration 22 lambda =  -0.4485028 
## Iteration 23 lambda =  -0.448503 
## Iteration 24 lambda =  -0.4485031 
## Iteration 1 lambda =  0.3763066 
## Iteration 2 lambda =  0.06445983 
## Iteration 3 lambda =  -0.09146353 
## Iteration 4 lambda =  -0.1694252 
## Iteration 5 lambda =  -0.208406 
## Iteration 6 lambda =  -0.2278965 
## Iteration 7 lambda =  -0.2376417 
## Iteration 8 lambda =  -0.2425143 
## Iteration 9 lambda =  -0.2449506 
## Iteration 10 lambda =  -0.2461687 
## Iteration 11 lambda =  -0.2467778 
## Iteration 12 lambda =  -0.2470824 
## Iteration 13 lambda =  -0.2472346 
## Iteration 14 lambda =  -0.2473108 
## Iteration 15 lambda =  -0.2473488 
## Iteration 16 lambda =  -0.2473679 
## Iteration 17 lambda =  -0.2473774 
## Iteration 18 lambda =  -0.2473821 
## Iteration 19 lambda =  -0.2473845 
## Iteration 20 lambda =  -0.2473857 
## Iteration 21 lambda =  -0.2473863 
## Iteration 22 lambda =  -0.2473866 
## Iteration 23 lambda =  -0.2473867 
## Iteration 24 lambda =  -0.2473868 
## Iteration 1 lambda =  0.2394259 
## Iteration 2 lambda =  -0.1408611 
## Iteration 3 lambda =  -0.3310047 
## Iteration 4 lambda =  -0.4260764 
## Iteration 5 lambda =  -0.4736123 
## Iteration 6 lambda =  -0.4973802 
## Iteration 7 lambda =  -0.5092642 
## Iteration 8 lambda =  -0.5152062 
## Iteration 9 lambda =  -0.5181772 
## Iteration 10 lambda =  -0.5196627 
## Iteration 11 lambda =  -0.5204054 
## Iteration 12 lambda =  -0.5207768 
## Iteration 13 lambda =  -0.5209625 
## Iteration 14 lambda =  -0.5210553 
## Iteration 15 lambda =  -0.5211018 
## Iteration 16 lambda =  -0.521125 
## Iteration 17 lambda =  -0.5211366 
## Iteration 18 lambda =  -0.5211424 
## Iteration 19 lambda =  -0.5211453 
## Iteration 20 lambda =  -0.5211467 
## Iteration 21 lambda =  -0.5211475 
## Iteration 22 lambda =  -0.5211478 
## Iteration 23 lambda =  -0.521148 
## Iteration 24 lambda =  -0.5211481 
## Iteration 1 lambda =  0.2758909 
## Iteration 2 lambda =  -0.08616372 
## Iteration 3 lambda =  -0.267191 
## Iteration 4 lambda =  -0.3577046 
## Iteration 5 lambda =  -0.4029615 
## Iteration 6 lambda =  -0.4255899 
## Iteration 7 lambda =  -0.4369041 
## Iteration 8 lambda =  -0.4425612 
## Iteration 9 lambda =  -0.4453897 
## Iteration 10 lambda =  -0.446804 
## Iteration 11 lambda =  -0.4475112 
## Iteration 12 lambda =  -0.4478647 
## Iteration 13 lambda =  -0.4480415 
## Iteration 14 lambda =  -0.4481299 
## Iteration 15 lambda =  -0.4481741 
## Iteration 16 lambda =  -0.4481962 
## Iteration 17 lambda =  -0.4482072 
## Iteration 18 lambda =  -0.4482128 
## Iteration 19 lambda =  -0.4482155 
## Iteration 20 lambda =  -0.4482169 
## Iteration 21 lambda =  -0.4482176 
## Iteration 22 lambda =  -0.4482179 
## Iteration 23 lambda =  -0.4482181 
## Iteration 24 lambda =  -0.4482182 
## Iteration 1 lambda =  0.330429 
## Iteration 2 lambda =  -0.004356481 
## Iteration 3 lambda =  -0.1717492 
## Iteration 4 lambda =  -0.2554456 
## Iteration 5 lambda =  -0.2972938 
## Iteration 6 lambda =  -0.3182179 
## Iteration 7 lambda =  -0.3286799 
## Iteration 8 lambda =  -0.333911 
## Iteration 9 lambda =  -0.3365265 
## Iteration 10 lambda =  -0.3378342 
## Iteration 11 lambda =  -0.3384881 
## Iteration 12 lambda =  -0.338815 
## Iteration 13 lambda =  -0.3389785 
## Iteration 14 lambda =  -0.3390602 
## Iteration 15 lambda =  -0.3391011 
## Iteration 16 lambda =  -0.3391215 
## Iteration 17 lambda =  -0.3391318 
## Iteration 18 lambda =  -0.3391369 
## Iteration 19 lambda =  -0.3391394 
## Iteration 20 lambda =  -0.3391407 
## Iteration 21 lambda =  -0.3391413 
## Iteration 22 lambda =  -0.3391417 
## Iteration 23 lambda =  -0.3391418 
## Iteration 24 lambda =  -0.3391419 
## Iteration 1 lambda =  0.3278801 
## Iteration 2 lambda =  -0.008179868 
## Iteration 3 lambda =  -0.1762098 
## Iteration 4 lambda =  -0.2602248 
## Iteration 5 lambda =  -0.3022323 
## Iteration 6 lambda =  -0.3232361 
## Iteration 7 lambda =  -0.333738 
## Iteration 8 lambda =  -0.3389889 
## Iteration 9 lambda =  -0.3416144 
## Iteration 10 lambda =  -0.3429271 
## Iteration 11 lambda =  -0.3435835 
## Iteration 12 lambda =  -0.3439116 
## Iteration 13 lambda =  -0.3440757 
## Iteration 14 lambda =  -0.3441578 
## Iteration 15 lambda =  -0.3441988 
## Iteration 16 lambda =  -0.3442193 
## Iteration 17 lambda =  -0.3442296 
## Iteration 18 lambda =  -0.3442347 
## Iteration 19 lambda =  -0.3442373 
## Iteration 20 lambda =  -0.3442385 
## Iteration 21 lambda =  -0.3442392 
## Iteration 22 lambda =  -0.3442395 
## Iteration 23 lambda =  -0.3442397 
## Iteration 24 lambda =  -0.3442397 
## Iteration 1 lambda =  0.3290331 
## Iteration 2 lambda =  -0.006450343 
## Iteration 3 lambda =  -0.1741921 
## Iteration 4 lambda =  -0.2580629 
## Iteration 5 lambda =  -0.2999984 
## Iteration 6 lambda =  -0.3209661 
## Iteration 7 lambda =  -0.3314499 
## Iteration 8 lambda =  -0.3366919 
## Iteration 9 lambda =  -0.3393128 
## Iteration 10 lambda =  -0.3406233 
## Iteration 11 lambda =  -0.3412785 
## Iteration 12 lambda =  -0.3416062 
## Iteration 13 lambda =  -0.34177 
## Iteration 14 lambda =  -0.3418519 
## Iteration 15 lambda =  -0.3418928 
## Iteration 16 lambda =  -0.3419133 
## Iteration 17 lambda =  -0.3419236 
## Iteration 18 lambda =  -0.3419287 
## Iteration 19 lambda =  -0.3419312 
## Iteration 20 lambda =  -0.3419325 
## Iteration 21 lambda =  -0.3419332 
## Iteration 22 lambda =  -0.3419335 
## Iteration 23 lambda =  -0.3419336 
## Iteration 24 lambda =  -0.3419337 
## Iteration 1 lambda =  0.2655013 
## Iteration 2 lambda =  -0.101748 
## Iteration 3 lambda =  -0.2853727 
## Iteration 4 lambda =  -0.377185 
## Iteration 5 lambda =  -0.4230912 
## Iteration 6 lambda =  -0.4460443 
## Iteration 7 lambda =  -0.4575208 
## Iteration 8 lambda =  -0.4632591 
## Iteration 9 lambda =  -0.4661282 
## Iteration 10 lambda =  -0.4675628 
## Iteration 11 lambda =  -0.4682801 
## Iteration 12 lambda =  -0.4686387 
## Iteration 13 lambda =  -0.4688181 
## Iteration 14 lambda =  -0.4689077 
## Iteration 15 lambda =  -0.4689526 
## Iteration 16 lambda =  -0.468975 
## Iteration 17 lambda =  -0.4689862 
## Iteration 18 lambda =  -0.4689918 
## Iteration 19 lambda =  -0.4689946 
## Iteration 20 lambda =  -0.468996 
## Iteration 21 lambda =  -0.4689967 
## Iteration 22 lambda =  -0.468997 
## Iteration 23 lambda =  -0.4689972 
## Iteration 24 lambda =  -0.4689973 
## Iteration 1 lambda =  0.2839936 
## Iteration 2 lambda =  -0.07400955 
## Iteration 3 lambda =  -0.2530111 
## Iteration 4 lambda =  -0.3425119 
## Iteration 5 lambda =  -0.3872623 
## Iteration 6 lambda =  -0.4096375 
## Iteration 7 lambda =  -0.4208251 
## Iteration 8 lambda =  -0.4264189 
## Iteration 9 lambda =  -0.4292158 
## Iteration 10 lambda =  -0.4306143 
## Iteration 11 lambda =  -0.4313135 
## Iteration 12 lambda =  -0.4316631 
## Iteration 13 lambda =  -0.4318379 
## Iteration 14 lambda =  -0.4319253 
## Iteration 15 lambda =  -0.431969 
## Iteration 16 lambda =  -0.4319909 
## Iteration 17 lambda =  -0.4320018 
## Iteration 18 lambda =  -0.4320073 
## Iteration 19 lambda =  -0.43201 
## Iteration 20 lambda =  -0.4320114 
## Iteration 21 lambda =  -0.432012 
## Iteration 22 lambda =  -0.4320124 
## Iteration 23 lambda =  -0.4320126 
## Iteration 24 lambda =  -0.4320126 
## Iteration 1 lambda =  0.3604666 
## Iteration 2 lambda =  0.04069995 
## Iteration 3 lambda =  -0.1191834 
## Iteration 4 lambda =  -0.1991251 
## Iteration 5 lambda =  -0.2390959 
## Iteration 6 lambda =  -0.2590813 
## Iteration 7 lambda =  -0.269074 
## Iteration 8 lambda =  -0.2740704 
## Iteration 9 lambda =  -0.2765686 
## Iteration 10 lambda =  -0.2778176 
## Iteration 11 lambda =  -0.2784422 
## Iteration 12 lambda =  -0.2787545 
## Iteration 13 lambda =  -0.2789106 
## Iteration 14 lambda =  -0.2789887 
## Iteration 15 lambda =  -0.2790277 
## Iteration 16 lambda =  -0.2790472 
## Iteration 17 lambda =  -0.279057 
## Iteration 18 lambda =  -0.2790619 
## Iteration 19 lambda =  -0.2790643 
## Iteration 20 lambda =  -0.2790655 
## Iteration 21 lambda =  -0.2790661 
## Iteration 22 lambda =  -0.2790664 
## Iteration 23 lambda =  -0.2790666 
## Iteration 24 lambda =  -0.2790667 
## Iteration 1 lambda =  0.2992943 
## Iteration 2 lambda =  -0.05105857 
## Iteration 3 lambda =  -0.226235 
## Iteration 4 lambda =  -0.3138232 
## Iteration 5 lambda =  -0.3576173 
## Iteration 6 lambda =  -0.3795144 
## Iteration 7 lambda =  -0.3904629 
## Iteration 8 lambda =  -0.3959372 
## Iteration 9 lambda =  -0.3986743 
## Iteration 10 lambda =  -0.4000429 
## Iteration 11 lambda =  -0.4007271 
## Iteration 12 lambda =  -0.4010693 
## Iteration 13 lambda =  -0.4012403 
## Iteration 14 lambda =  -0.4013259 
## Iteration 15 lambda =  -0.4013687 
## Iteration 16 lambda =  -0.40139 
## Iteration 17 lambda =  -0.4014007 
## Iteration 18 lambda =  -0.4014061 
## Iteration 19 lambda =  -0.4014087 
## Iteration 20 lambda =  -0.4014101 
## Iteration 21 lambda =  -0.4014108 
## Iteration 22 lambda =  -0.4014111 
## Iteration 23 lambda =  -0.4014113 
## Iteration 24 lambda =  -0.4014113 
## Iteration 1 lambda =  0.3078782 
## Iteration 2 lambda =  -0.0381827 
## Iteration 3 lambda =  -0.2112131 
## Iteration 4 lambda =  -0.2977284 
## Iteration 5 lambda =  -0.340986 
## Iteration 6 lambda =  -0.3626148 
## Iteration 7 lambda =  -0.3734292 
## Iteration 8 lambda =  -0.3788364 
## Iteration 9 lambda =  -0.38154 
## Iteration 10 lambda =  -0.3828918 
## Iteration 11 lambda =  -0.3835677 
## Iteration 12 lambda =  -0.3839056 
## Iteration 13 lambda =  -0.3840746 
## Iteration 14 lambda =  -0.3841591 
## Iteration 15 lambda =  -0.3842014 
## Iteration 16 lambda =  -0.3842225 
## Iteration 17 lambda =  -0.384233 
## Iteration 18 lambda =  -0.3842383 
## Iteration 19 lambda =  -0.384241 
## Iteration 20 lambda =  -0.3842423 
## Iteration 21 lambda =  -0.3842429 
## Iteration 22 lambda =  -0.3842433 
## Iteration 23 lambda =  -0.3842434 
## Iteration 24 lambda =  -0.3842435 
## Iteration 1 lambda =  0.2896019 
## Iteration 2 lambda =  -0.0655972 
## Iteration 3 lambda =  -0.2431967 
## Iteration 4 lambda =  -0.3319965 
## Iteration 5 lambda =  -0.3763964 
## Iteration 6 lambda =  -0.3985963 
## Iteration 7 lambda =  -0.4096963 
## Iteration 8 lambda =  -0.4152463 
## Iteration 9 lambda =  -0.4180213 
## Iteration 10 lambda =  -0.4194088 
## Iteration 11 lambda =  -0.4201025 
## Iteration 12 lambda =  -0.4204494 
## Iteration 13 lambda =  -0.4206228 
## Iteration 14 lambda =  -0.4207096 
## Iteration 15 lambda =  -0.4207529 
## Iteration 16 lambda =  -0.4207746 
## Iteration 17 lambda =  -0.4207854 
## Iteration 18 lambda =  -0.4207908 
## Iteration 19 lambda =  -0.4207936 
## Iteration 20 lambda =  -0.4207949 
## Iteration 21 lambda =  -0.4207956 
## Iteration 22 lambda =  -0.4207959 
## Iteration 23 lambda =  -0.4207961 
## Iteration 24 lambda =  -0.4207962 
## Iteration 1 lambda =  0.3529082 
## Iteration 2 lambda =  0.0293623 
## Iteration 3 lambda =  -0.1324107 
## Iteration 4 lambda =  -0.2132971 
## Iteration 5 lambda =  -0.2537404 
## Iteration 6 lambda =  -0.273962 
## Iteration 7 lambda =  -0.2840728 
## Iteration 8 lambda =  -0.2891282 
## Iteration 9 lambda =  -0.2916559 
## Iteration 10 lambda =  -0.2929198 
## Iteration 11 lambda =  -0.2935517 
## Iteration 12 lambda =  -0.2938676 
## Iteration 13 lambda =  -0.2940256 
## Iteration 14 lambda =  -0.2941046 
## Iteration 15 lambda =  -0.2941441 
## Iteration 16 lambda =  -0.2941639 
## Iteration 17 lambda =  -0.2941737 
## Iteration 18 lambda =  -0.2941787 
## Iteration 19 lambda =  -0.2941811 
## Iteration 20 lambda =  -0.2941824 
## Iteration 21 lambda =  -0.294183 
## Iteration 22 lambda =  -0.2941833 
## Iteration 23 lambda =  -0.2941834 
## Iteration 24 lambda =  -0.2941835 
## Iteration 1 lambda =  0.3136865 
## Iteration 2 lambda =  -0.02947032 
## Iteration 3 lambda =  -0.2010487 
## Iteration 4 lambda =  -0.2868379 
## Iteration 5 lambda =  -0.3297325 
## Iteration 6 lambda =  -0.3511798 
## Iteration 7 lambda =  -0.3619034 
## Iteration 8 lambda =  -0.3672653 
## Iteration 9 lambda =  -0.3699462 
## Iteration 10 lambda =  -0.3712866 
## Iteration 11 lambda =  -0.3719569 
## Iteration 12 lambda =  -0.372292 
## Iteration 13 lambda =  -0.3724595 
## Iteration 14 lambda =  -0.3725433 
## Iteration 15 lambda =  -0.3725852 
## Iteration 16 lambda =  -0.3726062 
## Iteration 17 lambda =  -0.3726166 
## Iteration 18 lambda =  -0.3726219 
## Iteration 19 lambda =  -0.3726245 
## Iteration 20 lambda =  -0.3726258 
## Iteration 21 lambda =  -0.3726264 
## Iteration 22 lambda =  -0.3726268 
## Iteration 23 lambda =  -0.3726269 
## Iteration 24 lambda =  -0.372627 
## Iteration 1 lambda =  0.2470059 
## Iteration 2 lambda =  -0.1294912 
## Iteration 3 lambda =  -0.3177398 
## Iteration 4 lambda =  -0.411864 
## Iteration 5 lambda =  -0.4589262 
## Iteration 6 lambda =  -0.4824572 
## Iteration 7 lambda =  -0.4942228 
## Iteration 8 lambda =  -0.5001055 
## Iteration 9 lambda =  -0.5030469 
## Iteration 10 lambda =  -0.5045176 
## Iteration 11 lambda =  -0.5052529 
## Iteration 12 lambda =  -0.5056206 
## Iteration 13 lambda =  -0.5058045 
## Iteration 14 lambda =  -0.5058964 
## Iteration 15 lambda =  -0.5059423 
## Iteration 16 lambda =  -0.5059653 
## Iteration 17 lambda =  -0.5059768 
## Iteration 18 lambda =  -0.5059825 
## Iteration 19 lambda =  -0.5059854 
## Iteration 20 lambda =  -0.5059869 
## Iteration 21 lambda =  -0.5059876 
## Iteration 22 lambda =  -0.5059879 
## Iteration 23 lambda =  -0.5059881 
## Iteration 24 lambda =  -0.5059882 
## Iteration 1 lambda =  0.33398 
## Iteration 2 lambda =  0.0009699413 
## Iteration 3 lambda =  -0.1655351 
## Iteration 4 lambda =  -0.2487876 
## Iteration 5 lambda =  -0.2904138 
## Iteration 6 lambda =  -0.311227 
## Iteration 7 lambda =  -0.3216335 
## Iteration 8 lambda =  -0.3268368 
## Iteration 9 lambda =  -0.3294384 
## Iteration 10 lambda =  -0.3307393 
## Iteration 11 lambda =  -0.3313897 
## Iteration 12 lambda =  -0.3317149 
## Iteration 13 lambda =  -0.3318775 
## Iteration 14 lambda =  -0.3319588 
## Iteration 15 lambda =  -0.3319994 
## Iteration 16 lambda =  -0.3320198 
## Iteration 17 lambda =  -0.3320299 
## Iteration 18 lambda =  -0.332035 
## Iteration 19 lambda =  -0.3320375 
## Iteration 20 lambda =  -0.3320388 
## Iteration 21 lambda =  -0.3320394 
## Iteration 22 lambda =  -0.3320398 
## Iteration 23 lambda =  -0.3320399 
## Iteration 24 lambda =  -0.33204 
## Iteration 1 lambda =  0.3038874 
## Iteration 2 lambda =  -0.04416885 
## Iteration 3 lambda =  -0.218197 
## Iteration 4 lambda =  -0.3052111 
## Iteration 5 lambda =  -0.3487181 
## Iteration 6 lambda =  -0.3704716 
## Iteration 7 lambda =  -0.3813484 
## Iteration 8 lambda =  -0.3867868 
## Iteration 9 lambda =  -0.3895059 
## Iteration 10 lambda =  -0.3908655 
## Iteration 11 lambda =  -0.3915453 
## Iteration 12 lambda =  -0.3918852 
## Iteration 13 lambda =  -0.3920552 
## Iteration 14 lambda =  -0.3921402 
## Iteration 15 lambda =  -0.3921826 
## Iteration 16 lambda =  -0.3922039 
## Iteration 17 lambda =  -0.3922145 
## Iteration 18 lambda =  -0.3922198 
## Iteration 19 lambda =  -0.3922225 
## Iteration 20 lambda =  -0.3922238 
## Iteration 21 lambda =  -0.3922245 
## Iteration 22 lambda =  -0.3922248 
## Iteration 23 lambda =  -0.392225 
## Iteration 24 lambda =  -0.3922251 
## Iteration 1 lambda =  0.3505261 
## Iteration 2 lambda =  0.02578908 
## Iteration 3 lambda =  -0.1365794 
## Iteration 4 lambda =  -0.2177636 
## Iteration 5 lambda =  -0.2583558 
## Iteration 6 lambda =  -0.2786518 
## Iteration 7 lambda =  -0.2887999 
## Iteration 8 lambda =  -0.2938739 
## Iteration 9 lambda =  -0.2964109 
## Iteration 10 lambda =  -0.2976794 
## Iteration 11 lambda =  -0.2983136 
## Iteration 12 lambda =  -0.2986308 
## Iteration 13 lambda =  -0.2987893 
## Iteration 14 lambda =  -0.2988686 
## Iteration 15 lambda =  -0.2989083 
## Iteration 16 lambda =  -0.2989281 
## Iteration 17 lambda =  -0.298938 
## Iteration 18 lambda =  -0.2989429 
## Iteration 19 lambda =  -0.2989454 
## Iteration 20 lambda =  -0.2989467 
## Iteration 21 lambda =  -0.2989473 
## Iteration 22 lambda =  -0.2989476 
## Iteration 23 lambda =  -0.2989477 
## Iteration 24 lambda =  -0.2989478 
## Iteration 1 lambda =  0.2062311 
## Iteration 2 lambda =  -0.1906534 
## Iteration 3 lambda =  -0.3890956 
## Iteration 4 lambda =  -0.4883167 
## Iteration 5 lambda =  -0.5379273 
## Iteration 6 lambda =  -0.5627326 
## Iteration 7 lambda =  -0.5751352 
## Iteration 8 lambda =  -0.5813365 
## Iteration 9 lambda =  -0.5844372 
## Iteration 10 lambda =  -0.5859875 
## Iteration 11 lambda =  -0.5867627 
## Iteration 12 lambda =  -0.5871503 
## Iteration 13 lambda =  -0.5873441 
## Iteration 14 lambda =  -0.587441 
## Iteration 15 lambda =  -0.5874894 
## Iteration 16 lambda =  -0.5875136 
## Iteration 17 lambda =  -0.5875257 
## Iteration 18 lambda =  -0.5875318 
## Iteration 19 lambda =  -0.5875348 
## Iteration 20 lambda =  -0.5875363 
## Iteration 21 lambda =  -0.5875371 
## Iteration 22 lambda =  -0.5875375 
## Iteration 23 lambda =  -0.5875377 
## Iteration 24 lambda =  -0.5875378 
## Iteration 1 lambda =  0.334923 
## Iteration 2 lambda =  0.00238457 
## Iteration 3 lambda =  -0.1638847 
## Iteration 4 lambda =  -0.2470193 
## Iteration 5 lambda =  -0.2885866 
## Iteration 6 lambda =  -0.3093703 
## Iteration 7 lambda =  -0.3197621 
## Iteration 8 lambda =  -0.324958 
## Iteration 9 lambda =  -0.3275559 
## Iteration 10 lambda =  -0.3288549 
## Iteration 11 lambda =  -0.3295044 
## Iteration 12 lambda =  -0.3298292 
## Iteration 13 lambda =  -0.3299915 
## Iteration 14 lambda =  -0.3300727 
## Iteration 15 lambda =  -0.3301133 
## Iteration 16 lambda =  -0.3301336 
## Iteration 17 lambda =  -0.3301438 
## Iteration 18 lambda =  -0.3301488 
## Iteration 19 lambda =  -0.3301514 
## Iteration 20 lambda =  -0.3301526 
## Iteration 21 lambda =  -0.3301533 
## Iteration 22 lambda =  -0.3301536 
## Iteration 23 lambda =  -0.3301537 
## Iteration 24 lambda =  -0.3301538 
## Iteration 1 lambda =  0.2818866 
## Iteration 2 lambda =  -0.07717012 
## Iteration 3 lambda =  -0.2566985 
## Iteration 4 lambda =  -0.3464627 
## Iteration 5 lambda =  -0.3913447 
## Iteration 6 lambda =  -0.4137858 
## Iteration 7 lambda =  -0.4250063 
## Iteration 8 lambda =  -0.4306166 
## Iteration 9 lambda =  -0.4334217 
## Iteration 10 lambda =  -0.4348243 
## Iteration 11 lambda =  -0.4355255 
## Iteration 12 lambda =  -0.4358762 
## Iteration 13 lambda =  -0.4360515 
## Iteration 14 lambda =  -0.4361392 
## Iteration 15 lambda =  -0.436183 
## Iteration 16 lambda =  -0.4362049 
## Iteration 17 lambda =  -0.4362159 
## Iteration 18 lambda =  -0.4362214 
## Iteration 19 lambda =  -0.4362241 
## Iteration 20 lambda =  -0.4362255 
## Iteration 21 lambda =  -0.4362261 
## Iteration 22 lambda =  -0.4362265 
## Iteration 23 lambda =  -0.4362267 
## Iteration 24 lambda =  -0.4362267 
## Iteration 1 lambda =  0.3647806 
## Iteration 2 lambda =  0.04717092 
## Iteration 3 lambda =  -0.1116339 
## Iteration 4 lambda =  -0.1910364 
## Iteration 5 lambda =  -0.2307376 
## Iteration 6 lambda =  -0.2505882 
## Iteration 7 lambda =  -0.2605135 
## Iteration 8 lambda =  -0.2654761 
## Iteration 9 lambda =  -0.2679575 
## Iteration 10 lambda =  -0.2691981 
## Iteration 11 lambda =  -0.2698184 
## Iteration 12 lambda =  -0.2701286 
## Iteration 13 lambda =  -0.2702837 
## Iteration 14 lambda =  -0.2703612 
## Iteration 15 lambda =  -0.2704 
## Iteration 16 lambda =  -0.2704194 
## Iteration 17 lambda =  -0.2704291 
## Iteration 18 lambda =  -0.2704339 
## Iteration 19 lambda =  -0.2704364 
## Iteration 20 lambda =  -0.2704376 
## Iteration 21 lambda =  -0.2704382 
## Iteration 22 lambda =  -0.2704385 
## Iteration 23 lambda =  -0.2704386 
## Iteration 24 lambda =  -0.2704387 
## Iteration 1 lambda =  0.2912957 
## Iteration 2 lambda =  -0.0630565 
## Iteration 3 lambda =  -0.2402326 
## Iteration 4 lambda =  -0.3288206 
## Iteration 5 lambda =  -0.3731146 
## Iteration 6 lambda =  -0.3952617 
## Iteration 7 lambda =  -0.4063352 
## Iteration 8 lambda =  -0.4118719 
## Iteration 9 lambda =  -0.4146403 
## Iteration 10 lambda =  -0.4160245 
## Iteration 11 lambda =  -0.4167166 
## Iteration 12 lambda =  -0.4170626 
## Iteration 13 lambda =  -0.4172356 
## Iteration 14 lambda =  -0.4173222 
## Iteration 15 lambda =  -0.4173654 
## Iteration 16 lambda =  -0.417387 
## Iteration 17 lambda =  -0.4173978 
## Iteration 18 lambda =  -0.4174033 
## Iteration 19 lambda =  -0.417406 
## Iteration 20 lambda =  -0.4174073 
## Iteration 21 lambda =  -0.417408 
## Iteration 22 lambda =  -0.4174083 
## Iteration 23 lambda =  -0.4174085 
## Iteration 24 lambda =  -0.4174086 
## Iteration 1 lambda =  0.3381646 
## Iteration 2 lambda =  0.007246877 
## Iteration 3 lambda =  -0.158212 
## Iteration 4 lambda =  -0.2409414 
## Iteration 5 lambda =  -0.2823061 
## Iteration 6 lambda =  -0.3029885 
## Iteration 7 lambda =  -0.3133297 
## Iteration 8 lambda =  -0.3185002 
## Iteration 9 lambda =  -0.3210855 
## Iteration 10 lambda =  -0.3223782 
## Iteration 11 lambda =  -0.3230245 
## Iteration 12 lambda =  -0.3233477 
## Iteration 13 lambda =  -0.3235093 
## Iteration 14 lambda =  -0.32359 
## Iteration 15 lambda =  -0.3236304 
## Iteration 16 lambda =  -0.3236506 
## Iteration 17 lambda =  -0.3236607 
## Iteration 18 lambda =  -0.3236658 
## Iteration 19 lambda =  -0.3236683 
## Iteration 20 lambda =  -0.3236696 
## Iteration 21 lambda =  -0.3236702 
## Iteration 22 lambda =  -0.3236705 
## Iteration 23 lambda =  -0.3236707 
## Iteration 24 lambda =  -0.3236708 
## Iteration 1 lambda =  0.3280888 
## Iteration 2 lambda =  -0.007866743 
## Iteration 3 lambda =  -0.1758445 
## Iteration 4 lambda =  -0.2598334 
## Iteration 5 lambda =  -0.3018279 
## Iteration 6 lambda =  -0.3228251 
## Iteration 7 lambda =  -0.3333237 
## Iteration 8 lambda =  -0.338573 
## Iteration 9 lambda =  -0.3411977 
## Iteration 10 lambda =  -0.34251 
## Iteration 11 lambda =  -0.3431662 
## Iteration 12 lambda =  -0.3434942 
## Iteration 13 lambda =  -0.3436583 
## Iteration 14 lambda =  -0.3437403 
## Iteration 15 lambda =  -0.3437813 
## Iteration 16 lambda =  -0.3438018 
## Iteration 17 lambda =  -0.3438121 
## Iteration 18 lambda =  -0.3438172 
## Iteration 19 lambda =  -0.3438198 
## Iteration 20 lambda =  -0.343821 
## Iteration 21 lambda =  -0.3438217 
## Iteration 22 lambda =  -0.343822 
## Iteration 23 lambda =  -0.3438222 
## Iteration 24 lambda =  -0.3438222 
## Iteration 1 lambda =  0.2888741 
## Iteration 2 lambda =  -0.06668888 
## Iteration 3 lambda =  -0.2444704 
## Iteration 4 lambda =  -0.3333611 
## Iteration 5 lambda =  -0.3778065 
## Iteration 6 lambda =  -0.4000292 
## Iteration 7 lambda =  -0.4111405 
## Iteration 8 lambda =  -0.4166962 
## Iteration 9 lambda =  -0.419474 
## Iteration 10 lambda =  -0.4208629 
## Iteration 11 lambda =  -0.4215574 
## Iteration 12 lambda =  -0.4219046 
## Iteration 13 lambda =  -0.4220782 
## Iteration 14 lambda =  -0.422165 
## Iteration 15 lambda =  -0.4222084 
## Iteration 16 lambda =  -0.4222301 
## Iteration 17 lambda =  -0.422241 
## Iteration 18 lambda =  -0.4222464 
## Iteration 19 lambda =  -0.4222491 
## Iteration 20 lambda =  -0.4222505 
## Iteration 21 lambda =  -0.4222512 
## Iteration 22 lambda =  -0.4222515 
## Iteration 23 lambda =  -0.4222517 
## Iteration 24 lambda =  -0.4222518 
## Iteration 1 lambda =  0.2455831 
## Iteration 2 lambda =  -0.1316253 
## Iteration 3 lambda =  -0.3202296 
## Iteration 4 lambda =  -0.4145317 
## Iteration 5 lambda =  -0.4616827 
## Iteration 6 lambda =  -0.4852583 
## Iteration 7 lambda =  -0.497046 
## Iteration 8 lambda =  -0.5029399 
## Iteration 9 lambda =  -0.5058869 
## Iteration 10 lambda =  -0.5073603 
## Iteration 11 lambda =  -0.5080971 
## Iteration 12 lambda =  -0.5084654 
## Iteration 13 lambda =  -0.5086496 
## Iteration 14 lambda =  -0.5087417 
## Iteration 15 lambda =  -0.5087877 
## Iteration 16 lambda =  -0.5088108 
## Iteration 17 lambda =  -0.5088223 
## Iteration 18 lambda =  -0.508828 
## Iteration 19 lambda =  -0.5088309 
## Iteration 20 lambda =  -0.5088324 
## Iteration 21 lambda =  -0.5088331 
## Iteration 22 lambda =  -0.5088334 
## Iteration 23 lambda =  -0.5088336 
## Iteration 24 lambda =  -0.5088337 
## Iteration 1 lambda =  0.3385172 
## Iteration 2 lambda =  0.007775819 
## Iteration 3 lambda =  -0.1575949 
## Iteration 4 lambda =  -0.2402802 
## Iteration 5 lambda =  -0.2816229 
## Iteration 6 lambda =  -0.3022942 
## Iteration 7 lambda =  -0.3126299 
## Iteration 8 lambda =  -0.3177977 
## Iteration 9 lambda =  -0.3203817 
## Iteration 10 lambda =  -0.3216736 
## Iteration 11 lambda =  -0.3223196 
## Iteration 12 lambda =  -0.3226426 
## Iteration 13 lambda =  -0.3228041 
## Iteration 14 lambda =  -0.3228848 
## Iteration 15 lambda =  -0.3229252 
## Iteration 16 lambda =  -0.3229454 
## Iteration 17 lambda =  -0.3229555 
## Iteration 18 lambda =  -0.3229605 
## Iteration 19 lambda =  -0.3229631 
## Iteration 20 lambda =  -0.3229643 
## Iteration 21 lambda =  -0.3229649 
## Iteration 22 lambda =  -0.3229653 
## Iteration 23 lambda =  -0.3229654 
## Iteration 24 lambda =  -0.3229655 
## Iteration 1 lambda =  0.2903943 
## Iteration 2 lambda =  -0.0644085 
## Iteration 3 lambda =  -0.2418099 
## Iteration 4 lambda =  -0.3305106 
## Iteration 5 lambda =  -0.374861 
## Iteration 6 lambda =  -0.3970362 
## Iteration 7 lambda =  -0.4081237 
## Iteration 8 lambda =  -0.4136675 
## Iteration 9 lambda =  -0.4164394 
## Iteration 10 lambda =  -0.4178254 
## Iteration 11 lambda =  -0.4185184 
## Iteration 12 lambda =  -0.4188648 
## Iteration 13 lambda =  -0.4190381 
## Iteration 14 lambda =  -0.4191247 
## Iteration 15 lambda =  -0.419168 
## Iteration 16 lambda =  -0.4191897 
## Iteration 17 lambda =  -0.4192005 
## Iteration 18 lambda =  -0.4192059 
## Iteration 19 lambda =  -0.4192086 
## Iteration 20 lambda =  -0.41921 
## Iteration 21 lambda =  -0.4192107 
## Iteration 22 lambda =  -0.419211 
## Iteration 23 lambda =  -0.4192112 
## Iteration 24 lambda =  -0.4192112 
## Iteration 1 lambda =  0.229214 
## Iteration 2 lambda =  -0.156179 
## Iteration 3 lambda =  -0.3488756 
## Iteration 4 lambda =  -0.4452238 
## Iteration 5 lambda =  -0.4933979 
## Iteration 6 lambda =  -0.517485 
## Iteration 7 lambda =  -0.5295285 
## Iteration 8 lambda =  -0.5355503 
## Iteration 9 lambda =  -0.5385612 
## Iteration 10 lambda =  -0.5400666 
## Iteration 11 lambda =  -0.5408193 
## Iteration 12 lambda =  -0.5411957 
## Iteration 13 lambda =  -0.5413839 
## Iteration 14 lambda =  -0.541478 
## Iteration 15 lambda =  -0.541525 
## Iteration 16 lambda =  -0.5415485 
## Iteration 17 lambda =  -0.5415603 
## Iteration 18 lambda =  -0.5415662 
## Iteration 19 lambda =  -0.5415691 
## Iteration 20 lambda =  -0.5415706 
## Iteration 21 lambda =  -0.5415713 
## Iteration 22 lambda =  -0.5415717 
## Iteration 23 lambda =  -0.5415719 
## Iteration 24 lambda =  -0.541572 
## Iteration 1 lambda =  0.3374525 
## Iteration 2 lambda =  0.006178803 
## Iteration 3 lambda =  -0.1594581 
## Iteration 4 lambda =  -0.2422765 
## Iteration 5 lambda =  -0.2836857 
## Iteration 6 lambda =  -0.3043903 
## Iteration 7 lambda =  -0.3147426 
## Iteration 8 lambda =  -0.3199188 
## Iteration 9 lambda =  -0.3225069 
## Iteration 10 lambda =  -0.3238009 
## Iteration 11 lambda =  -0.3244479 
## Iteration 12 lambda =  -0.3247714 
## Iteration 13 lambda =  -0.3249332 
## Iteration 14 lambda =  -0.3250141 
## Iteration 15 lambda =  -0.3250545 
## Iteration 16 lambda =  -0.3250747 
## Iteration 17 lambda =  -0.3250848 
## Iteration 18 lambda =  -0.3250899 
## Iteration 19 lambda =  -0.3250924 
## Iteration 20 lambda =  -0.3250937 
## Iteration 21 lambda =  -0.3250943 
## Iteration 22 lambda =  -0.3250946 
## Iteration 23 lambda =  -0.3250948 
## Iteration 24 lambda =  -0.3250949 
## Iteration 1 lambda =  0.3449866 
## Iteration 2 lambda =  0.01747986 
## Iteration 3 lambda =  -0.1462735 
## Iteration 4 lambda =  -0.2281502 
## Iteration 5 lambda =  -0.2690885 
## Iteration 6 lambda =  -0.2895577 
## Iteration 7 lambda =  -0.2997923 
## Iteration 8 lambda =  -0.3049096 
## Iteration 9 lambda =  -0.3074682 
## Iteration 10 lambda =  -0.3087475 
## Iteration 11 lambda =  -0.3093872 
## Iteration 12 lambda =  -0.309707 
## Iteration 13 lambda =  -0.3098669 
## Iteration 14 lambda =  -0.3099469 
## Iteration 15 lambda =  -0.3099869 
## Iteration 16 lambda =  -0.3100069 
## Iteration 17 lambda =  -0.3100169 
## Iteration 18 lambda =  -0.3100219 
## Iteration 19 lambda =  -0.3100244 
## Iteration 20 lambda =  -0.3100256 
## Iteration 21 lambda =  -0.3100262 
## Iteration 22 lambda =  -0.3100265 
## Iteration 23 lambda =  -0.3100267 
## Iteration 24 lambda =  -0.3100268 
## Iteration 1 lambda =  0.3657274 
## Iteration 2 lambda =  0.04859115 
## Iteration 3 lambda =  -0.109977 
## Iteration 4 lambda =  -0.1892611 
## Iteration 5 lambda =  -0.2289031 
## Iteration 6 lambda =  -0.2487241 
## Iteration 7 lambda =  -0.2586346 
## Iteration 8 lambda =  -0.2635899 
## Iteration 9 lambda =  -0.2660675 
## Iteration 10 lambda =  -0.2673063 
## Iteration 11 lambda =  -0.2679257 
## Iteration 12 lambda =  -0.2682354 
## Iteration 13 lambda =  -0.2683903 
## Iteration 14 lambda =  -0.2684677 
## Iteration 15 lambda =  -0.2685064 
## Iteration 16 lambda =  -0.2685258 
## Iteration 17 lambda =  -0.2685354 
## Iteration 18 lambda =  -0.2685403 
## Iteration 19 lambda =  -0.2685427 
## Iteration 20 lambda =  -0.2685439 
## Iteration 21 lambda =  -0.2685445 
## Iteration 22 lambda =  -0.2685448 
## Iteration 23 lambda =  -0.268545 
## Iteration 24 lambda =  -0.2685451 
## Iteration 1 lambda =  0.2893951 
## Iteration 2 lambda =  -0.06590734 
## Iteration 3 lambda =  -0.2435586 
## Iteration 4 lambda =  -0.3323842 
## Iteration 5 lambda =  -0.376797 
## Iteration 6 lambda =  -0.3990034 
## Iteration 7 lambda =  -0.4101066 
## Iteration 8 lambda =  -0.4156582 
## Iteration 9 lambda =  -0.418434 
## Iteration 10 lambda =  -0.4198219 
## Iteration 11 lambda =  -0.4205158 
## Iteration 12 lambda =  -0.4208628 
## Iteration 13 lambda =  -0.4210363 
## Iteration 14 lambda =  -0.421123 
## Iteration 15 lambda =  -0.4211664 
## Iteration 16 lambda =  -0.4211881 
## Iteration 17 lambda =  -0.4211989 
## Iteration 18 lambda =  -0.4212044 
## Iteration 19 lambda =  -0.4212071 
## Iteration 20 lambda =  -0.4212084 
## Iteration 21 lambda =  -0.4212091 
## Iteration 22 lambda =  -0.4212095 
## Iteration 23 lambda =  -0.4212096 
## Iteration 24 lambda =  -0.4212097 
## Iteration 1 lambda =  0.3367016 
## Iteration 2 lambda =  0.005052351 
## Iteration 3 lambda =  -0.1607723 
## Iteration 4 lambda =  -0.2436846 
## Iteration 5 lambda =  -0.2851407 
## Iteration 6 lambda =  -0.3058688 
## Iteration 7 lambda =  -0.3162328 
## Iteration 8 lambda =  -0.3214148 
## Iteration 9 lambda =  -0.3240059 
## Iteration 10 lambda =  -0.3253014 
## Iteration 11 lambda =  -0.3259491 
## Iteration 12 lambda =  -0.326273 
## Iteration 13 lambda =  -0.3264349 
## Iteration 14 lambda =  -0.3265159 
## Iteration 15 lambda =  -0.3265564 
## Iteration 16 lambda =  -0.3265766 
## Iteration 17 lambda =  -0.3265867 
## Iteration 18 lambda =  -0.3265918 
## Iteration 19 lambda =  -0.3265943 
## Iteration 20 lambda =  -0.3265956 
## Iteration 21 lambda =  -0.3265962 
## Iteration 22 lambda =  -0.3265965 
## Iteration 23 lambda =  -0.3265967 
## Iteration 24 lambda =  -0.3265968 
## Iteration 1 lambda =  0.3327017 
## Iteration 2 lambda =  -0.0009474198 
## Iteration 3 lambda =  -0.167772 
## Iteration 4 lambda =  -0.2511843 
## Iteration 5 lambda =  -0.2928904 
## Iteration 6 lambda =  -0.3137435 
## Iteration 7 lambda =  -0.32417 
## Iteration 8 lambda =  -0.3293833 
## Iteration 9 lambda =  -0.3319899 
## Iteration 10 lambda =  -0.3332932 
## Iteration 11 lambda =  -0.3339449 
## Iteration 12 lambda =  -0.3342707 
## Iteration 13 lambda =  -0.3344336 
## Iteration 14 lambda =  -0.3345151 
## Iteration 15 lambda =  -0.3345558 
## Iteration 16 lambda =  -0.3345762 
## Iteration 17 lambda =  -0.3345864 
## Iteration 18 lambda =  -0.3345915 
## Iteration 19 lambda =  -0.334594 
## Iteration 20 lambda =  -0.3345953 
## Iteration 21 lambda =  -0.3345959 
## Iteration 22 lambda =  -0.3345962 
## Iteration 23 lambda =  -0.3345964 
## Iteration 24 lambda =  -0.3345965 
## Iteration 1 lambda =  0.2768949 
## Iteration 2 lambda =  -0.08465761 
## Iteration 3 lambda =  -0.2654339 
## Iteration 4 lambda =  -0.355822 
## Iteration 5 lambda =  -0.4010161 
## Iteration 6 lambda =  -0.4236131 
## Iteration 7 lambda =  -0.4349116 
## Iteration 8 lambda =  -0.4405609 
## Iteration 9 lambda =  -0.4433855 
## Iteration 10 lambda =  -0.4447978 
## Iteration 11 lambda =  -0.445504 
## Iteration 12 lambda =  -0.4458571 
## Iteration 13 lambda =  -0.4460336 
## Iteration 14 lambda =  -0.4461219 
## Iteration 15 lambda =  -0.446166 
## Iteration 16 lambda =  -0.4461881 
## Iteration 17 lambda =  -0.4461991 
## Iteration 18 lambda =  -0.4462046 
## Iteration 19 lambda =  -0.4462074 
## Iteration 20 lambda =  -0.4462088 
## Iteration 21 lambda =  -0.4462095 
## Iteration 22 lambda =  -0.4462098 
## Iteration 23 lambda =  -0.44621 
## Iteration 24 lambda =  -0.4462101 
## Iteration 1 lambda =  0.3321845 
## Iteration 2 lambda =  -0.001723292 
## Iteration 3 lambda =  -0.1686772 
## Iteration 4 lambda =  -0.2521541 
## Iteration 5 lambda =  -0.2938926 
## Iteration 6 lambda =  -0.3147618 
## Iteration 7 lambda =  -0.3251964 
## Iteration 8 lambda =  -0.3304137 
## Iteration 9 lambda =  -0.3330224 
## Iteration 10 lambda =  -0.3343267 
## Iteration 11 lambda =  -0.3349789 
## Iteration 12 lambda =  -0.335305 
## Iteration 13 lambda =  -0.335468 
## Iteration 14 lambda =  -0.3355495 
## Iteration 15 lambda =  -0.3355903 
## Iteration 16 lambda =  -0.3356107 
## Iteration 17 lambda =  -0.3356209 
## Iteration 18 lambda =  -0.335626 
## Iteration 19 lambda =  -0.3356285 
## Iteration 20 lambda =  -0.3356298 
## Iteration 21 lambda =  -0.3356304 
## Iteration 22 lambda =  -0.3356307 
## Iteration 23 lambda =  -0.3356309 
## Iteration 24 lambda =  -0.335631 
## Iteration 1 lambda =  0.3034739 
## Iteration 2 lambda =  -0.04478908 
## Iteration 3 lambda =  -0.2189206 
## Iteration 4 lambda =  -0.3059864 
## Iteration 5 lambda =  -0.3495192 
## Iteration 6 lambda =  -0.3712857 
## Iteration 7 lambda =  -0.3821689 
## Iteration 8 lambda =  -0.3876105 
## Iteration 9 lambda =  -0.3903313 
## Iteration 10 lambda =  -0.3916917 
## Iteration 11 lambda =  -0.3923719 
## Iteration 12 lambda =  -0.392712 
## Iteration 13 lambda =  -0.3928821 
## Iteration 14 lambda =  -0.3929671 
## Iteration 15 lambda =  -0.3930096 
## Iteration 16 lambda =  -0.3930309 
## Iteration 17 lambda =  -0.3930415 
## Iteration 18 lambda =  -0.3930468 
## Iteration 19 lambda =  -0.3930495 
## Iteration 20 lambda =  -0.3930508 
## Iteration 21 lambda =  -0.3930514 
## Iteration 22 lambda =  -0.3930518 
## Iteration 23 lambda =  -0.3930519 
## Iteration 24 lambda =  -0.393052 
## Iteration 1 lambda =  0.261203 
## Iteration 2 lambda =  -0.1081954 
## Iteration 3 lambda =  -0.2928947 
## Iteration 4 lambda =  -0.3852443 
## Iteration 5 lambda =  -0.4314191 
## Iteration 6 lambda =  -0.4545065 
## Iteration 7 lambda =  -0.4660502 
## Iteration 8 lambda =  -0.4718221 
## Iteration 9 lambda =  -0.474708 
## Iteration 10 lambda =  -0.476151 
## Iteration 11 lambda =  -0.4768724 
## Iteration 12 lambda =  -0.4772332 
## Iteration 13 lambda =  -0.4774136 
## Iteration 14 lambda =  -0.4775037 
## Iteration 15 lambda =  -0.4775488 
## Iteration 16 lambda =  -0.4775714 
## Iteration 17 lambda =  -0.4775827 
## Iteration 18 lambda =  -0.4775883 
## Iteration 19 lambda =  -0.4775911 
## Iteration 20 lambda =  -0.4775925 
## Iteration 21 lambda =  -0.4775932 
## Iteration 22 lambda =  -0.4775936 
## Iteration 23 lambda =  -0.4775938 
## Iteration 24 lambda =  -0.4775938 
## Iteration 1 lambda =  0.3197363 
## Iteration 2 lambda =  -0.02039562 
## Iteration 3 lambda =  -0.1904616 
## Iteration 4 lambda =  -0.2754945 
## Iteration 5 lambda =  -0.318011 
## Iteration 6 lambda =  -0.3392693 
## Iteration 7 lambda =  -0.3498984 
## Iteration 8 lambda =  -0.3552129 
## Iteration 9 lambda =  -0.3578702 
## Iteration 10 lambda =  -0.3591989 
## Iteration 11 lambda =  -0.3598632 
## Iteration 12 lambda =  -0.3601953 
## Iteration 13 lambda =  -0.3603614 
## Iteration 14 lambda =  -0.3604445 
## Iteration 15 lambda =  -0.360486 
## Iteration 16 lambda =  -0.3605067 
## Iteration 17 lambda =  -0.3605171 
## Iteration 18 lambda =  -0.3605223 
## Iteration 19 lambda =  -0.3605249 
## Iteration 20 lambda =  -0.3605262 
## Iteration 21 lambda =  -0.3605268 
## Iteration 22 lambda =  -0.3605272 
## Iteration 23 lambda =  -0.3605273 
## Iteration 24 lambda =  -0.3605274 
## Iteration 1 lambda =  0.3258089 
## Iteration 2 lambda =  -0.01128663 
## Iteration 3 lambda =  -0.1798344 
## Iteration 4 lambda =  -0.2641083 
## Iteration 5 lambda =  -0.3062452 
## Iteration 6 lambda =  -0.3273137 
## Iteration 7 lambda =  -0.3378479 
## Iteration 8 lambda =  -0.3431151 
## Iteration 9 lambda =  -0.3457486 
## Iteration 10 lambda =  -0.3470654 
## Iteration 11 lambda =  -0.3477238 
## Iteration 12 lambda =  -0.348053 
## Iteration 13 lambda =  -0.3482176 
## Iteration 14 lambda =  -0.3482999 
## Iteration 15 lambda =  -0.348341 
## Iteration 16 lambda =  -0.3483616 
## Iteration 17 lambda =  -0.3483719 
## Iteration 18 lambda =  -0.348377 
## Iteration 19 lambda =  -0.3483796 
## Iteration 20 lambda =  -0.3483809 
## Iteration 21 lambda =  -0.3483815 
## Iteration 22 lambda =  -0.3483818 
## Iteration 23 lambda =  -0.348382 
## Iteration 24 lambda =  -0.3483821 
## Iteration 1 lambda =  0.2894335 
## Iteration 2 lambda =  -0.06584978 
## Iteration 3 lambda =  -0.2434914 
## Iteration 4 lambda =  -0.3323122 
## Iteration 5 lambda =  -0.3767226 
## Iteration 6 lambda =  -0.3989278 
## Iteration 7 lambda =  -0.4100304 
## Iteration 8 lambda =  -0.4155817 
## Iteration 9 lambda =  -0.4183574 
## Iteration 10 lambda =  -0.4197452 
## Iteration 11 lambda =  -0.4204391 
## Iteration 12 lambda =  -0.4207861 
## Iteration 13 lambda =  -0.4209596 
## Iteration 14 lambda =  -0.4210463 
## Iteration 15 lambda =  -0.4210897 
## Iteration 16 lambda =  -0.4211114 
## Iteration 17 lambda =  -0.4211222 
## Iteration 18 lambda =  -0.4211276 
## Iteration 19 lambda =  -0.4211303 
## Iteration 20 lambda =  -0.4211317 
## Iteration 21 lambda =  -0.4211324 
## Iteration 22 lambda =  -0.4211327 
## Iteration 23 lambda =  -0.4211329 
## Iteration 24 lambda =  -0.421133 
## Iteration 1 lambda =  0.2721998 
## Iteration 2 lambda =  -0.09170031 
## Iteration 3 lambda =  -0.2736504 
## Iteration 4 lambda =  -0.3646254 
## Iteration 5 lambda =  -0.4101129 
## Iteration 6 lambda =  -0.4328567 
## Iteration 7 lambda =  -0.4442285 
## Iteration 8 lambda =  -0.4499145 
## Iteration 9 lambda =  -0.4527574 
## Iteration 10 lambda =  -0.4541789 
## Iteration 11 lambda =  -0.4548897 
## Iteration 12 lambda =  -0.455245 
## Iteration 13 lambda =  -0.4554227 
## Iteration 14 lambda =  -0.4555116 
## Iteration 15 lambda =  -0.455556 
## Iteration 16 lambda =  -0.4555782 
## Iteration 17 lambda =  -0.4555893 
## Iteration 18 lambda =  -0.4555949 
## Iteration 19 lambda =  -0.4555976 
## Iteration 20 lambda =  -0.455599 
## Iteration 21 lambda =  -0.4555997 
## Iteration 22 lambda =  -0.4556001 
## Iteration 23 lambda =  -0.4556002 
## Iteration 24 lambda =  -0.4556003 
## Iteration 1 lambda =  0.3213431 
## Iteration 2 lambda =  -0.01798539 
## Iteration 3 lambda =  -0.1876496 
## Iteration 4 lambda =  -0.2724817 
## Iteration 5 lambda =  -0.3148978 
## Iteration 6 lambda =  -0.3361058 
## Iteration 7 lambda =  -0.3467098 
## Iteration 8 lambda =  -0.3520118 
## Iteration 9 lambda =  -0.3546629 
## Iteration 10 lambda =  -0.3559884 
## Iteration 11 lambda =  -0.3566511 
## Iteration 12 lambda =  -0.3569825 
## Iteration 13 lambda =  -0.3571482 
## Iteration 14 lambda =  -0.357231 
## Iteration 15 lambda =  -0.3572724 
## Iteration 16 lambda =  -0.3572931 
## Iteration 17 lambda =  -0.3573035 
## Iteration 18 lambda =  -0.3573087 
## Iteration 19 lambda =  -0.3573113 
## Iteration 20 lambda =  -0.3573126 
## Iteration 21 lambda =  -0.3573132 
## Iteration 22 lambda =  -0.3573135 
## Iteration 23 lambda =  -0.3573137 
## Iteration 24 lambda =  -0.3573138 
## Iteration 1 lambda =  0.330452 
## Iteration 2 lambda =  -0.004322048 
## Iteration 3 lambda =  -0.1717091 
## Iteration 4 lambda =  -0.2554026 
## Iteration 5 lambda =  -0.2972493 
## Iteration 6 lambda =  -0.3181727 
## Iteration 7 lambda =  -0.3286344 
## Iteration 8 lambda =  -0.3338652 
## Iteration 9 lambda =  -0.3364806 
## Iteration 10 lambda =  -0.3377884 
## Iteration 11 lambda =  -0.3384422 
## Iteration 12 lambda =  -0.3387691 
## Iteration 13 lambda =  -0.3389326 
## Iteration 14 lambda =  -0.3390143 
## Iteration 15 lambda =  -0.3390552 
## Iteration 16 lambda =  -0.3390756 
## Iteration 17 lambda =  -0.3390858 
## Iteration 18 lambda =  -0.339091 
## Iteration 19 lambda =  -0.3390935 
## Iteration 20 lambda =  -0.3390948 
## Iteration 21 lambda =  -0.3390954 
## Iteration 22 lambda =  -0.3390957 
## Iteration 23 lambda =  -0.3390959 
## Iteration 24 lambda =  -0.339096 
## Iteration 1 lambda =  0.3246628 
## Iteration 2 lambda =  -0.0130058 
## Iteration 3 lambda =  -0.1818401 
## Iteration 4 lambda =  -0.2662573 
## Iteration 5 lambda =  -0.3084658 
## Iteration 6 lambda =  -0.3295701 
## Iteration 7 lambda =  -0.3401223 
## Iteration 8 lambda =  -0.3453983 
## Iteration 9 lambda =  -0.3480364 
## Iteration 10 lambda =  -0.3493554 
## Iteration 11 lambda =  -0.3500149 
## Iteration 12 lambda =  -0.3503447 
## Iteration 13 lambda =  -0.3505095 
## Iteration 14 lambda =  -0.350592 
## Iteration 15 lambda =  -0.3506332 
## Iteration 16 lambda =  -0.3506538 
## Iteration 17 lambda =  -0.3506641 
## Iteration 18 lambda =  -0.3506693 
## Iteration 19 lambda =  -0.3506718 
## Iteration 20 lambda =  -0.3506731 
## Iteration 21 lambda =  -0.3506738 
## Iteration 22 lambda =  -0.3506741 
## Iteration 23 lambda =  -0.3506742 
## Iteration 24 lambda =  -0.3506743 
## Iteration 1 lambda =  0.3173414 
## Iteration 2 lambda =  -0.02398785 
## Iteration 3 lambda =  -0.1946525 
## Iteration 4 lambda =  -0.2799848 
## Iteration 5 lambda =  -0.322651 
## Iteration 6 lambda =  -0.3439841 
## Iteration 7 lambda =  -0.3546506 
## Iteration 8 lambda =  -0.3599839 
## Iteration 9 lambda =  -0.3626505 
## Iteration 10 lambda =  -0.3639838 
## Iteration 11 lambda =  -0.3646505 
## Iteration 12 lambda =  -0.3649838 
## Iteration 13 lambda =  -0.3651505 
## Iteration 14 lambda =  -0.3652338 
## Iteration 15 lambda =  -0.3652755 
## Iteration 16 lambda =  -0.3652963 
## Iteration 17 lambda =  -0.3653067 
## Iteration 18 lambda =  -0.3653119 
## Iteration 19 lambda =  -0.3653145 
## Iteration 20 lambda =  -0.3653158 
## Iteration 21 lambda =  -0.3653165 
## Iteration 22 lambda =  -0.3653168 
## Iteration 23 lambda =  -0.365317 
## Iteration 24 lambda =  -0.3653171 
## Iteration 1 lambda =  0.2523388 
## Iteration 2 lambda =  -0.1214917 
## Iteration 3 lambda =  -0.308407 
## Iteration 4 lambda =  -0.4018647 
## Iteration 5 lambda =  -0.4485935 
## Iteration 6 lambda =  -0.4719579 
## Iteration 7 lambda =  -0.4836401 
## Iteration 8 lambda =  -0.4894812 
## Iteration 9 lambda =  -0.4924018 
## Iteration 10 lambda =  -0.493862 
## Iteration 11 lambda =  -0.4945922 
## Iteration 12 lambda =  -0.4949572 
## Iteration 13 lambda =  -0.4951398 
## Iteration 14 lambda =  -0.495231 
## Iteration 15 lambda =  -0.4952767 
## Iteration 16 lambda =  -0.4952995 
## Iteration 17 lambda =  -0.4953109 
## Iteration 18 lambda =  -0.4953166 
## Iteration 19 lambda =  -0.4953195 
## Iteration 20 lambda =  -0.4953209 
## Iteration 21 lambda =  -0.4953216 
## Iteration 22 lambda =  -0.495322 
## Iteration 23 lambda =  -0.4953221 
## Iteration 24 lambda =  -0.4953222 
## Iteration 1 lambda =  0.3012723 
## Iteration 2 lambda =  -0.0480916 
## Iteration 3 lambda =  -0.2227735 
## Iteration 4 lambda =  -0.3101145 
## Iteration 5 lambda =  -0.353785 
## Iteration 6 lambda =  -0.3756202 
## Iteration 7 lambda =  -0.3865378 
## Iteration 8 lambda =  -0.3919967 
## Iteration 9 lambda =  -0.3947261 
## Iteration 10 lambda =  -0.3960908 
## Iteration 11 lambda =  -0.3967731 
## Iteration 12 lambda =  -0.3971143 
## Iteration 13 lambda =  -0.3972849 
## Iteration 14 lambda =  -0.3973702 
## Iteration 15 lambda =  -0.3974128 
## Iteration 16 lambda =  -0.3974341 
## Iteration 17 lambda =  -0.3974448 
## Iteration 18 lambda =  -0.3974501 
## Iteration 19 lambda =  -0.3974528 
## Iteration 20 lambda =  -0.3974541 
## Iteration 21 lambda =  -0.3974548 
## Iteration 22 lambda =  -0.3974551 
## Iteration 23 lambda =  -0.3974553 
## Iteration 24 lambda =  -0.3974554 
## Iteration 1 lambda =  0.3204788 
## Iteration 2 lambda =  -0.01928186 
## Iteration 3 lambda =  -0.1891622 
## Iteration 4 lambda =  -0.2741023 
## Iteration 5 lambda =  -0.3165724 
## Iteration 6 lambda =  -0.3378074 
## Iteration 7 lambda =  -0.348425 
## Iteration 8 lambda =  -0.3537337 
## Iteration 9 lambda =  -0.3563881 
## Iteration 10 lambda =  -0.3577153 
## Iteration 11 lambda =  -0.3583789 
## Iteration 12 lambda =  -0.3587107 
## Iteration 13 lambda =  -0.3588766 
## Iteration 14 lambda =  -0.3589595 
## Iteration 15 lambda =  -0.359001 
## Iteration 16 lambda =  -0.3590217 
## Iteration 17 lambda =  -0.3590321 
## Iteration 18 lambda =  -0.3590373 
## Iteration 19 lambda =  -0.3590399 
## Iteration 20 lambda =  -0.3590412 
## Iteration 21 lambda =  -0.3590418 
## Iteration 22 lambda =  -0.3590422 
## Iteration 23 lambda =  -0.3590423 
## Iteration 24 lambda =  -0.3590424 
## Iteration 1 lambda =  0.365181 
## Iteration 2 lambda =  0.04777154 
## Iteration 3 lambda =  -0.1109332 
## Iteration 4 lambda =  -0.1902856 
## Iteration 5 lambda =  -0.2299618 
## Iteration 6 lambda =  -0.2497998 
## Iteration 7 lambda =  -0.2597189 
## Iteration 8 lambda =  -0.2646784 
## Iteration 9 lambda =  -0.2671582 
## Iteration 10 lambda =  -0.2683981 
## Iteration 11 lambda =  -0.269018 
## Iteration 12 lambda =  -0.269328 
## Iteration 13 lambda =  -0.269483 
## Iteration 14 lambda =  -0.2695604 
## Iteration 15 lambda =  -0.2695992 
## Iteration 16 lambda =  -0.2696186 
## Iteration 17 lambda =  -0.2696283 
## Iteration 18 lambda =  -0.2696331 
## Iteration 19 lambda =  -0.2696355 
## Iteration 20 lambda =  -0.2696367 
## Iteration 21 lambda =  -0.2696373 
## Iteration 22 lambda =  -0.2696376 
## Iteration 23 lambda =  -0.2696378 
## Iteration 24 lambda =  -0.2696379 
## Iteration 1 lambda =  0.2902388 
## Iteration 2 lambda =  -0.06464183 
## Iteration 3 lambda =  -0.2420821 
## Iteration 4 lambda =  -0.3308023 
## Iteration 5 lambda =  -0.3751624 
## Iteration 6 lambda =  -0.3973424 
## Iteration 7 lambda =  -0.4084324 
## Iteration 8 lambda =  -0.4139774 
## Iteration 9 lambda =  -0.4167499 
## Iteration 10 lambda =  -0.4181362 
## Iteration 11 lambda =  -0.4188293 
## Iteration 12 lambda =  -0.4191759 
## Iteration 13 lambda =  -0.4193492 
## Iteration 14 lambda =  -0.4194358 
## Iteration 15 lambda =  -0.4194791 
## Iteration 16 lambda =  -0.4195008 
## Iteration 17 lambda =  -0.4195116 
## Iteration 18 lambda =  -0.419517 
## Iteration 19 lambda =  -0.4195197 
## Iteration 20 lambda =  -0.4195211 
## Iteration 21 lambda =  -0.4195218 
## Iteration 22 lambda =  -0.4195221 
## Iteration 23 lambda =  -0.4195223 
## Iteration 24 lambda =  -0.4195224 
## Iteration 1 lambda =  0.3046112 
## Iteration 2 lambda =  -0.04308323 
## Iteration 3 lambda =  -0.2169304 
## Iteration 4 lambda =  -0.303854 
## Iteration 5 lambda =  -0.3473158 
## Iteration 6 lambda =  -0.3690467 
## Iteration 7 lambda =  -0.3799122 
## Iteration 8 lambda =  -0.3853449 
## Iteration 9 lambda =  -0.3880613 
## Iteration 10 lambda =  -0.3894195 
## Iteration 11 lambda =  -0.3900986 
## Iteration 12 lambda =  -0.3904381 
## Iteration 13 lambda =  -0.3906079 
## Iteration 14 lambda =  -0.3906928 
## Iteration 15 lambda =  -0.3907352 
## Iteration 16 lambda =  -0.3907564 
## Iteration 17 lambda =  -0.390767 
## Iteration 18 lambda =  -0.3907723 
## Iteration 19 lambda =  -0.390775 
## Iteration 20 lambda =  -0.3907763 
## Iteration 21 lambda =  -0.390777 
## Iteration 22 lambda =  -0.3907773 
## Iteration 23 lambda =  -0.3907775 
## Iteration 24 lambda =  -0.3907776 
## Iteration 1 lambda =  0.3337965 
## Iteration 2 lambda =  0.0006946839 
## Iteration 3 lambda =  -0.1658562 
## Iteration 4 lambda =  -0.2491316 
## Iteration 5 lambda =  -0.2907694 
## Iteration 6 lambda =  -0.3115882 
## Iteration 7 lambda =  -0.3219977 
## Iteration 8 lambda =  -0.3272024 
## Iteration 9 lambda =  -0.3298047 
## Iteration 10 lambda =  -0.3311059 
## Iteration 11 lambda =  -0.3317565 
## Iteration 12 lambda =  -0.3320818 
## Iteration 13 lambda =  -0.3322444 
## Iteration 14 lambda =  -0.3323258 
## Iteration 15 lambda =  -0.3323664 
## Iteration 16 lambda =  -0.3323868 
## Iteration 17 lambda =  -0.3323969 
## Iteration 18 lambda =  -0.332402 
## Iteration 19 lambda =  -0.3324045 
## Iteration 20 lambda =  -0.3324058 
## Iteration 21 lambda =  -0.3324065 
## Iteration 22 lambda =  -0.3324068 
## Iteration 23 lambda =  -0.3324069 
## Iteration 24 lambda =  -0.332407 
## Iteration 1 lambda =  0.2990016 
## Iteration 2 lambda =  -0.05149758 
## Iteration 3 lambda =  -0.2267472 
## Iteration 4 lambda =  -0.314372 
## Iteration 5 lambda =  -0.3581844 
## Iteration 6 lambda =  -0.3800906 
## Iteration 7 lambda =  -0.3910437 
## Iteration 8 lambda =  -0.3965202 
## Iteration 9 lambda =  -0.3992585 
## Iteration 10 lambda =  -0.4006276 
## Iteration 11 lambda =  -0.4013122 
## Iteration 12 lambda =  -0.4016545 
## Iteration 13 lambda =  -0.4018256 
## Iteration 14 lambda =  -0.4019112 
## Iteration 15 lambda =  -0.401954 
## Iteration 16 lambda =  -0.4019754 
## Iteration 17 lambda =  -0.4019861 
## Iteration 18 lambda =  -0.4019914 
## Iteration 19 lambda =  -0.4019941 
## Iteration 20 lambda =  -0.4019954 
## Iteration 21 lambda =  -0.4019961 
## Iteration 22 lambda =  -0.4019964 
## Iteration 23 lambda =  -0.4019966 
## Iteration 24 lambda =  -0.4019967 
## Iteration 1 lambda =  0.3007005 
## Iteration 2 lambda =  -0.04894919 
## Iteration 3 lambda =  -0.2237741 
## Iteration 4 lambda =  -0.3111865 
## Iteration 5 lambda =  -0.3548927 
## Iteration 6 lambda =  -0.3767458 
## Iteration 7 lambda =  -0.3876724 
## Iteration 8 lambda =  -0.3931356 
## Iteration 9 lambda =  -0.3958673 
## Iteration 10 lambda =  -0.3972331 
## Iteration 11 lambda =  -0.397916 
## Iteration 12 lambda =  -0.3982575 
## Iteration 13 lambda =  -0.3984282 
## Iteration 14 lambda =  -0.3985136 
## Iteration 15 lambda =  -0.3985562 
## Iteration 16 lambda =  -0.3985776 
## Iteration 17 lambda =  -0.3985883 
## Iteration 18 lambda =  -0.3985936 
## Iteration 19 lambda =  -0.3985963 
## Iteration 20 lambda =  -0.3985976 
## Iteration 21 lambda =  -0.3985983 
## Iteration 22 lambda =  -0.3985986 
## Iteration 23 lambda =  -0.3985988 
## Iteration 24 lambda =  -0.3985988 
## Iteration 1 lambda =  0.2954966 
## Iteration 2 lambda =  -0.05675512 
## Iteration 3 lambda =  -0.232881 
## Iteration 4 lambda =  -0.3209439 
## Iteration 5 lambda =  -0.3649754 
## Iteration 6 lambda =  -0.3869911 
## Iteration 7 lambda =  -0.397999 
## Iteration 8 lambda =  -0.4035029 
## Iteration 9 lambda =  -0.4062549 
## Iteration 10 lambda =  -0.4076308 
## Iteration 11 lambda =  -0.4083188 
## Iteration 12 lambda =  -0.4086628 
## Iteration 13 lambda =  -0.4088348 
## Iteration 14 lambda =  -0.4089208 
## Iteration 15 lambda =  -0.4089638 
## Iteration 16 lambda =  -0.4089853 
## Iteration 17 lambda =  -0.4089961 
## Iteration 18 lambda =  -0.4090015 
## Iteration 19 lambda =  -0.4090041 
## Iteration 20 lambda =  -0.4090055 
## Iteration 21 lambda =  -0.4090062 
## Iteration 22 lambda =  -0.4090065 
## Iteration 23 lambda =  -0.4090067 
## Iteration 24 lambda =  -0.4090067 
## Iteration 1 lambda =  0.3332554 
## Iteration 2 lambda =  -0.0001169085 
## Iteration 3 lambda =  -0.1668031 
## Iteration 4 lambda =  -0.2501461 
## Iteration 5 lambda =  -0.2918177 
## Iteration 6 lambda =  -0.3126534 
## Iteration 7 lambda =  -0.3230713 
## Iteration 8 lambda =  -0.3282803 
## Iteration 9 lambda =  -0.3308847 
## Iteration 10 lambda =  -0.332187 
## Iteration 11 lambda =  -0.3328381 
## Iteration 12 lambda =  -0.3331637 
## Iteration 13 lambda =  -0.3333264 
## Iteration 14 lambda =  -0.3334078 
## Iteration 15 lambda =  -0.3334485 
## Iteration 16 lambda =  -0.3334689 
## Iteration 17 lambda =  -0.333479 
## Iteration 18 lambda =  -0.3334841 
## Iteration 19 lambda =  -0.3334867 
## Iteration 20 lambda =  -0.3334879 
## Iteration 21 lambda =  -0.3334886 
## Iteration 22 lambda =  -0.3334889 
## Iteration 23 lambda =  -0.3334891 
## Iteration 24 lambda =  -0.3334891 
## Iteration 1 lambda =  0.3538756 
## Iteration 2 lambda =  0.03081342 
## Iteration 3 lambda =  -0.1307177 
## Iteration 4 lambda =  -0.2114832 
## Iteration 5 lambda =  -0.251866 
## Iteration 6 lambda =  -0.2720574 
## Iteration 7 lambda =  -0.2821531 
## Iteration 8 lambda =  -0.2872009 
## Iteration 9 lambda =  -0.2897248 
## Iteration 10 lambda =  -0.2909868 
## Iteration 11 lambda =  -0.2916178 
## Iteration 12 lambda =  -0.2919333 
## Iteration 13 lambda =  -0.292091 
## Iteration 14 lambda =  -0.2921699 
## Iteration 15 lambda =  -0.2922093 
## Iteration 16 lambda =  -0.292229 
## Iteration 17 lambda =  -0.2922389 
## Iteration 18 lambda =  -0.2922438 
## Iteration 19 lambda =  -0.2922463 
## Iteration 20 lambda =  -0.2922475 
## Iteration 21 lambda =  -0.2922482 
## Iteration 22 lambda =  -0.2922485 
## Iteration 23 lambda =  -0.2922486 
## Iteration 24 lambda =  -0.2922487 
## Iteration 1 lambda =  0.3338613 
## Iteration 2 lambda =  0.0007919367 
## Iteration 3 lambda =  -0.1657427 
## Iteration 4 lambda =  -0.2490101 
## Iteration 5 lambda =  -0.2906437 
## Iteration 6 lambda =  -0.3114606 
## Iteration 7 lambda =  -0.321869 
## Iteration 8 lambda =  -0.3270732 
## Iteration 9 lambda =  -0.3296753 
## Iteration 10 lambda =  -0.3309764 
## Iteration 11 lambda =  -0.3316269 
## Iteration 12 lambda =  -0.3319522 
## Iteration 13 lambda =  -0.3321148 
## Iteration 14 lambda =  -0.3321961 
## Iteration 15 lambda =  -0.3322368 
## Iteration 16 lambda =  -0.3322571 
## Iteration 17 lambda =  -0.3322673 
## Iteration 18 lambda =  -0.3322723 
## Iteration 19 lambda =  -0.3322749 
## Iteration 20 lambda =  -0.3322761 
## Iteration 21 lambda =  -0.3322768 
## Iteration 22 lambda =  -0.3322771 
## Iteration 23 lambda =  -0.3322773 
## Iteration 24 lambda =  -0.3322773 
## Iteration 1 lambda =  0.3289689 
## Iteration 2 lambda =  -0.006546575 
## Iteration 3 lambda =  -0.1743043 
## Iteration 4 lambda =  -0.2581832 
## Iteration 5 lambda =  -0.3001227 
## Iteration 6 lambda =  -0.3210924 
## Iteration 7 lambda =  -0.3315772 
## Iteration 8 lambda =  -0.3368197 
## Iteration 9 lambda =  -0.3394409 
## Iteration 10 lambda =  -0.3407515 
## Iteration 11 lambda =  -0.3414068 
## Iteration 12 lambda =  -0.3417344 
## Iteration 13 lambda =  -0.3418983 
## Iteration 14 lambda =  -0.3419802 
## Iteration 15 lambda =  -0.3420211 
## Iteration 16 lambda =  -0.3420416 
## Iteration 17 lambda =  -0.3420519 
## Iteration 18 lambda =  -0.342057 
## Iteration 19 lambda =  -0.3420595 
## Iteration 20 lambda =  -0.3420608 
## Iteration 21 lambda =  -0.3420615 
## Iteration 22 lambda =  -0.3420618 
## Iteration 23 lambda =  -0.3420619 
## Iteration 24 lambda =  -0.342062 
## Iteration 1 lambda =  0.2980078 
## Iteration 2 lambda =  -0.05298836 
## Iteration 3 lambda =  -0.2284864 
## Iteration 4 lambda =  -0.3162355 
## Iteration 5 lambda =  -0.36011 
## Iteration 6 lambda =  -0.3820472 
## Iteration 7 lambda =  -0.3930159 
## Iteration 8 lambda =  -0.3985002 
## Iteration 9 lambda =  -0.4012423 
## Iteration 10 lambda =  -0.4026134 
## Iteration 11 lambda =  -0.4032989 
## Iteration 12 lambda =  -0.4036417 
## Iteration 13 lambda =  -0.4038131 
## Iteration 14 lambda =  -0.4038988 
## Iteration 15 lambda =  -0.4039416 
## Iteration 16 lambda =  -0.4039631 
## Iteration 17 lambda =  -0.4039738 
## Iteration 18 lambda =  -0.4039791 
## Iteration 19 lambda =  -0.4039818 
## Iteration 20 lambda =  -0.4039831 
## Iteration 21 lambda =  -0.4039838 
## Iteration 22 lambda =  -0.4039842 
## Iteration 23 lambda =  -0.4039843 
## Iteration 24 lambda =  -0.4039844 
## Iteration 1 lambda =  0.2779461 
## Iteration 2 lambda =  -0.08308087 
## Iteration 3 lambda =  -0.2635943 
## Iteration 4 lambda =  -0.3538511 
## Iteration 5 lambda =  -0.3989795 
## Iteration 6 lambda =  -0.4215436 
## Iteration 7 lambda =  -0.4328257 
## Iteration 8 lambda =  -0.4384668 
## Iteration 9 lambda =  -0.4412873 
## Iteration 10 lambda =  -0.4426976 
## Iteration 11 lambda =  -0.4434027 
## Iteration 12 lambda =  -0.4437553 
## Iteration 13 lambda =  -0.4439315 
## Iteration 14 lambda =  -0.4440197 
## Iteration 15 lambda =  -0.4440638 
## Iteration 16 lambda =  -0.4440858 
## Iteration 17 lambda =  -0.4440968 
## Iteration 18 lambda =  -0.4441023 
## Iteration 19 lambda =  -0.4441051 
## Iteration 20 lambda =  -0.4441065 
## Iteration 21 lambda =  -0.4441071 
## Iteration 22 lambda =  -0.4441075 
## Iteration 23 lambda =  -0.4441077 
## Iteration 24 lambda =  -0.4441077 
## Iteration 1 lambda =  0.3212122 
## Iteration 2 lambda =  -0.01818164 
## Iteration 3 lambda =  -0.1878786 
## Iteration 4 lambda =  -0.2727271 
## Iteration 5 lambda =  -0.3151513 
## Iteration 6 lambda =  -0.3363634 
## Iteration 7 lambda =  -0.3469695 
## Iteration 8 lambda =  -0.3522725 
## Iteration 9 lambda =  -0.354924 
## Iteration 10 lambda =  -0.3562498 
## Iteration 11 lambda =  -0.3569126 
## Iteration 12 lambda =  -0.3572441 
## Iteration 13 lambda =  -0.3574098 
## Iteration 14 lambda =  -0.3574927 
## Iteration 15 lambda =  -0.3575341 
## Iteration 16 lambda =  -0.3575548 
## Iteration 17 lambda =  -0.3575652 
## Iteration 18 lambda =  -0.3575703 
## Iteration 19 lambda =  -0.3575729 
## Iteration 20 lambda =  -0.3575742 
## Iteration 21 lambda =  -0.3575749 
## Iteration 22 lambda =  -0.3575752 
## Iteration 23 lambda =  -0.3575754 
## Iteration 24 lambda =  -0.3575754 
## Iteration 1 lambda =  0.3114219 
## Iteration 2 lambda =  -0.03286708 
## Iteration 3 lambda =  -0.2050116 
## Iteration 4 lambda =  -0.2910839 
## Iteration 5 lambda =  -0.33412 
## Iteration 6 lambda =  -0.355638 
## Iteration 7 lambda =  -0.3663971 
## Iteration 8 lambda =  -0.3717766 
## Iteration 9 lambda =  -0.3744664 
## Iteration 10 lambda =  -0.3758112 
## Iteration 11 lambda =  -0.3764837 
## Iteration 12 lambda =  -0.3768199 
## Iteration 13 lambda =  -0.376988 
## Iteration 14 lambda =  -0.3770721 
## Iteration 15 lambda =  -0.3771141 
## Iteration 16 lambda =  -0.3771351 
## Iteration 17 lambda =  -0.3771456 
## Iteration 18 lambda =  -0.3771509 
## Iteration 19 lambda =  -0.3771535 
## Iteration 20 lambda =  -0.3771548 
## Iteration 21 lambda =  -0.3771555 
## Iteration 22 lambda =  -0.3771558 
## Iteration 23 lambda =  -0.3771559 
## Iteration 24 lambda =  -0.377156 
## Iteration 1 lambda =  0.2735956 
## Iteration 2 lambda =  -0.08960656 
## Iteration 3 lambda =  -0.2712076 
## Iteration 4 lambda =  -0.3620082 
## Iteration 5 lambda =  -0.4074085 
## Iteration 6 lambda =  -0.4301086 
## Iteration 7 lambda =  -0.4414587 
## Iteration 8 lambda =  -0.4471337 
## Iteration 9 lambda =  -0.4499712 
## Iteration 10 lambda =  -0.45139 
## Iteration 11 lambda =  -0.4520994 
## Iteration 12 lambda =  -0.4524541 
## Iteration 13 lambda =  -0.4526314 
## Iteration 14 lambda =  -0.4527201 
## Iteration 15 lambda =  -0.4527644 
## Iteration 16 lambda =  -0.4527866 
## Iteration 17 lambda =  -0.4527977 
## Iteration 18 lambda =  -0.4528032 
## Iteration 19 lambda =  -0.452806 
## Iteration 20 lambda =  -0.4528074 
## Iteration 21 lambda =  -0.452808 
## Iteration 22 lambda =  -0.4528084 
## Iteration 23 lambda =  -0.4528086 
## Iteration 24 lambda =  -0.4528087 
## Iteration 1 lambda =  0.300892 
## Iteration 2 lambda =  -0.04866207 
## Iteration 3 lambda =  -0.2234391 
## Iteration 4 lambda =  -0.3108276 
## Iteration 5 lambda =  -0.3545218 
## Iteration 6 lambda =  -0.376369 
## Iteration 7 lambda =  -0.3872925 
## Iteration 8 lambda =  -0.3927543 
## Iteration 9 lambda =  -0.3954852 
## Iteration 10 lambda =  -0.3968506 
## Iteration 11 lambda =  -0.3975334 
## Iteration 12 lambda =  -0.3978747 
## Iteration 13 lambda =  -0.3980454 
## Iteration 14 lambda =  -0.3981308 
## Iteration 15 lambda =  -0.3981734 
## Iteration 16 lambda =  -0.3981948 
## Iteration 17 lambda =  -0.3982054 
## Iteration 18 lambda =  -0.3982108 
## Iteration 19 lambda =  -0.3982134 
## Iteration 20 lambda =  -0.3982148 
## Iteration 21 lambda =  -0.3982154 
## Iteration 22 lambda =  -0.3982158 
## Iteration 23 lambda =  -0.3982159 
## Iteration 24 lambda =  -0.398216 
## Iteration 1 lambda =  0.2953297 
## Iteration 2 lambda =  -0.05700538 
## Iteration 3 lambda =  -0.2331729 
## Iteration 4 lambda =  -0.3212567 
## Iteration 5 lambda =  -0.3652986 
## Iteration 6 lambda =  -0.3873196 
## Iteration 7 lambda =  -0.39833 
## Iteration 8 lambda =  -0.4038353 
## Iteration 9 lambda =  -0.4065879 
## Iteration 10 lambda =  -0.4079642 
## Iteration 11 lambda =  -0.4086524 
## Iteration 12 lambda =  -0.4089964 
## Iteration 13 lambda =  -0.4091685 
## Iteration 14 lambda =  -0.4092545 
## Iteration 15 lambda =  -0.4092975 
## Iteration 16 lambda =  -0.409319 
## Iteration 17 lambda =  -0.4093298 
## Iteration 18 lambda =  -0.4093351 
## Iteration 19 lambda =  -0.4093378 
## Iteration 20 lambda =  -0.4093392 
## Iteration 21 lambda =  -0.4093398 
## Iteration 22 lambda =  -0.4093402 
## Iteration 23 lambda =  -0.4093403 
## Iteration 24 lambda =  -0.4093404 
## Iteration 1 lambda =  0.3277963 
## Iteration 2 lambda =  -0.008305617 
## Iteration 3 lambda =  -0.1763566 
## Iteration 4 lambda =  -0.260382 
## Iteration 5 lambda =  -0.3023948 
## Iteration 6 lambda =  -0.3234011 
## Iteration 7 lambda =  -0.3339043 
## Iteration 8 lambda =  -0.3391559 
## Iteration 9 lambda =  -0.3417817 
## Iteration 10 lambda =  -0.3430946 
## Iteration 11 lambda =  -0.343751 
## Iteration 12 lambda =  -0.3440793 
## Iteration 13 lambda =  -0.3442434 
## Iteration 14 lambda =  -0.3443254 
## Iteration 15 lambda =  -0.3443665 
## Iteration 16 lambda =  -0.344387 
## Iteration 17 lambda =  -0.3443972 
## Iteration 18 lambda =  -0.3444024 
## Iteration 19 lambda =  -0.3444049 
## Iteration 20 lambda =  -0.3444062 
## Iteration 21 lambda =  -0.3444068 
## Iteration 22 lambda =  -0.3444072 
## Iteration 23 lambda =  -0.3444073 
## Iteration 24 lambda =  -0.3444074 
## Iteration 1 lambda =  0.2536839 
## Iteration 2 lambda =  -0.1194742 
## Iteration 3 lambda =  -0.3060532 
## Iteration 4 lambda =  -0.3993427 
## Iteration 5 lambda =  -0.4459875 
## Iteration 6 lambda =  -0.4693098 
## Iteration 7 lambda =  -0.480971 
## Iteration 8 lambda =  -0.4868016 
## Iteration 9 lambda =  -0.4897169 
## Iteration 10 lambda =  -0.4911746 
## Iteration 11 lambda =  -0.4919034 
## Iteration 12 lambda =  -0.4922678 
## Iteration 13 lambda =  -0.49245 
## Iteration 14 lambda =  -0.4925411 
## Iteration 15 lambda =  -0.4925867 
## Iteration 16 lambda =  -0.4926094 
## Iteration 17 lambda =  -0.4926208 
## Iteration 18 lambda =  -0.4926265 
## Iteration 19 lambda =  -0.4926294 
## Iteration 20 lambda =  -0.4926308 
## Iteration 21 lambda =  -0.4926315 
## Iteration 22 lambda =  -0.4926319 
## Iteration 23 lambda =  -0.492632 
## Iteration 24 lambda =  -0.4926321 
## Iteration 1 lambda =  0.3099426 
## Iteration 2 lambda =  -0.03508605 
## Iteration 3 lambda =  -0.2076004 
## Iteration 4 lambda =  -0.2938576 
## Iteration 5 lambda =  -0.3369862 
## Iteration 6 lambda =  -0.3585504 
## Iteration 7 lambda =  -0.3693326 
## Iteration 8 lambda =  -0.3747237 
## Iteration 9 lambda =  -0.3774192 
## Iteration 10 lambda =  -0.378767 
## Iteration 11 lambda =  -0.3794409 
## Iteration 12 lambda =  -0.3797778 
## Iteration 13 lambda =  -0.3799463 
## Iteration 14 lambda =  -0.3800305 
## Iteration 15 lambda =  -0.3800726 
## Iteration 16 lambda =  -0.3800937 
## Iteration 17 lambda =  -0.3801042 
## Iteration 18 lambda =  -0.3801095 
## Iteration 19 lambda =  -0.3801121 
## Iteration 20 lambda =  -0.3801134 
## Iteration 21 lambda =  -0.3801141 
## Iteration 22 lambda =  -0.3801144 
## Iteration 23 lambda =  -0.3801146 
## Iteration 24 lambda =  -0.3801147 
## Iteration 1 lambda =  0.3277366 
## Iteration 2 lambda =  -0.008395098 
## Iteration 3 lambda =  -0.1764609 
## Iteration 4 lambda =  -0.2604939 
## Iteration 5 lambda =  -0.3025103 
## Iteration 6 lambda =  -0.3235186 
## Iteration 7 lambda =  -0.3340227 
## Iteration 8 lambda =  -0.3392747 
## Iteration 9 lambda =  -0.3419008 
## Iteration 10 lambda =  -0.3432138 
## Iteration 11 lambda =  -0.3438703 
## Iteration 12 lambda =  -0.3441985 
## Iteration 13 lambda =  -0.3443627 
## Iteration 14 lambda =  -0.3444447 
## Iteration 15 lambda =  -0.3444858 
## Iteration 16 lambda =  -0.3445063 
## Iteration 17 lambda =  -0.3445165 
## Iteration 18 lambda =  -0.3445217 
## Iteration 19 lambda =  -0.3445242 
## Iteration 20 lambda =  -0.3445255 
## Iteration 21 lambda =  -0.3445262 
## Iteration 22 lambda =  -0.3445265 
## Iteration 23 lambda =  -0.3445266 
## Iteration 24 lambda =  -0.3445267 
## Iteration 1 lambda =  0.3488935 
## Iteration 2 lambda =  0.02334018 
## Iteration 3 lambda =  -0.1394365 
## Iteration 4 lambda =  -0.2208248 
## Iteration 5 lambda =  -0.2615189 
## Iteration 6 lambda =  -0.281866 
## Iteration 7 lambda =  -0.2920396 
## Iteration 8 lambda =  -0.2971263 
## Iteration 9 lambda =  -0.2996697 
## Iteration 10 lambda =  -0.3009414 
## Iteration 11 lambda =  -0.3015772 
## Iteration 12 lambda =  -0.3018952 
## Iteration 13 lambda =  -0.3020541 
## Iteration 14 lambda =  -0.3021336 
## Iteration 15 lambda =  -0.3021734 
## Iteration 16 lambda =  -0.3021932 
## Iteration 17 lambda =  -0.3022032 
## Iteration 18 lambda =  -0.3022081 
## Iteration 19 lambda =  -0.3022106 
## Iteration 20 lambda =  -0.3022119 
## Iteration 21 lambda =  -0.3022125 
## Iteration 22 lambda =  -0.3022128 
## Iteration 23 lambda =  -0.3022129 
## Iteration 24 lambda =  -0.302213 
## Iteration 1 lambda =  0.3162285 
## Iteration 2 lambda =  -0.02565728 
## Iteration 3 lambda =  -0.1966002 
## Iteration 4 lambda =  -0.2820716 
## Iteration 5 lambda =  -0.3248073 
## Iteration 6 lambda =  -0.3461752 
## Iteration 7 lambda =  -0.3568591 
## Iteration 8 lambda =  -0.3622011 
## Iteration 9 lambda =  -0.3648721 
## Iteration 10 lambda =  -0.3662075 
## Iteration 11 lambda =  -0.3668753 
## Iteration 12 lambda =  -0.3672092 
## Iteration 13 lambda =  -0.3673761 
## Iteration 14 lambda =  -0.3674596 
## Iteration 15 lambda =  -0.3675013 
## Iteration 16 lambda =  -0.3675222 
## Iteration 17 lambda =  -0.3675326 
## Iteration 18 lambda =  -0.3675378 
## Iteration 19 lambda =  -0.3675404 
## Iteration 20 lambda =  -0.3675417 
## Iteration 21 lambda =  -0.3675424 
## Iteration 22 lambda =  -0.3675427 
## Iteration 23 lambda =  -0.3675429 
## Iteration 24 lambda =  -0.367543 
## Iteration 1 lambda =  0.2871608 
## Iteration 2 lambda =  -0.0692588 
## Iteration 3 lambda =  -0.2474686 
## Iteration 4 lambda =  -0.3365735 
## Iteration 5 lambda =  -0.3811259 
## Iteration 6 lambda =  -0.4034022 
## Iteration 7 lambda =  -0.4145403 
## Iteration 8 lambda =  -0.4201093 
## Iteration 9 lambda =  -0.4228939 
## Iteration 10 lambda =  -0.4242861 
## Iteration 11 lambda =  -0.4249823 
## Iteration 12 lambda =  -0.4253303 
## Iteration 13 lambda =  -0.4255044 
## Iteration 14 lambda =  -0.4255914 
## Iteration 15 lambda =  -0.4256349 
## Iteration 16 lambda =  -0.4256566 
## Iteration 17 lambda =  -0.4256675 
## Iteration 18 lambda =  -0.425673 
## Iteration 19 lambda =  -0.4256757 
## Iteration 20 lambda =  -0.425677 
## Iteration 21 lambda =  -0.4256777 
## Iteration 22 lambda =  -0.4256781 
## Iteration 23 lambda =  -0.4256782 
## Iteration 24 lambda =  -0.4256783 
## Iteration 1 lambda =  0.3436055 
## Iteration 2 lambda =  0.0154082 
## Iteration 3 lambda =  -0.1486904 
## Iteration 4 lambda =  -0.2307398 
## Iteration 5 lambda =  -0.2717644 
## Iteration 6 lambda =  -0.2922767 
## Iteration 7 lambda =  -0.3025329 
## Iteration 8 lambda =  -0.307661 
## Iteration 9 lambda =  -0.310225 
## Iteration 10 lambda =  -0.311507 
## Iteration 11 lambda =  -0.3121481 
## Iteration 12 lambda =  -0.3124686 
## Iteration 13 lambda =  -0.3126288 
## Iteration 14 lambda =  -0.3127089 
## Iteration 15 lambda =  -0.312749 
## Iteration 16 lambda =  -0.312769 
## Iteration 17 lambda =  -0.3127791 
## Iteration 18 lambda =  -0.3127841 
## Iteration 19 lambda =  -0.3127866 
## Iteration 20 lambda =  -0.3127878 
## Iteration 21 lambda =  -0.3127884 
## Iteration 22 lambda =  -0.3127888 
## Iteration 23 lambda =  -0.3127889 
## Iteration 24 lambda =  -0.312789 
## Iteration 1 lambda =  0.3033811 
## Iteration 2 lambda =  -0.04492831 
## Iteration 3 lambda =  -0.219083 
## Iteration 4 lambda =  -0.3061604 
## Iteration 5 lambda =  -0.3496991 
## Iteration 6 lambda =  -0.3714684 
## Iteration 7 lambda =  -0.3823531 
## Iteration 8 lambda =  -0.3877954 
## Iteration 9 lambda =  -0.3905166 
## Iteration 10 lambda =  -0.3918772 
## Iteration 11 lambda =  -0.3925575 
## Iteration 12 lambda =  -0.3928976 
## Iteration 13 lambda =  -0.3930677 
## Iteration 14 lambda =  -0.3931527 
## Iteration 15 lambda =  -0.3931952 
## Iteration 16 lambda =  -0.3932165 
## Iteration 17 lambda =  -0.3932271 
## Iteration 18 lambda =  -0.3932324 
## Iteration 19 lambda =  -0.3932351 
## Iteration 20 lambda =  -0.3932364 
## Iteration 21 lambda =  -0.3932371 
## Iteration 22 lambda =  -0.3932374 
## Iteration 23 lambda =  -0.3932376 
## Iteration 24 lambda =  -0.3932377 
## Iteration 1 lambda =  0.3227913 
## Iteration 2 lambda =  -0.01581303 
## Iteration 3 lambda =  -0.1851152 
## Iteration 4 lambda =  -0.2697663 
## Iteration 5 lambda =  -0.3120918 
## Iteration 6 lambda =  -0.3332546 
## Iteration 7 lambda =  -0.343836 
## Iteration 8 lambda =  -0.3491267 
## Iteration 9 lambda =  -0.351772 
## Iteration 10 lambda =  -0.3530947 
## Iteration 11 lambda =  -0.353756 
## Iteration 12 lambda =  -0.3540867 
## Iteration 13 lambda =  -0.354252 
## Iteration 14 lambda =  -0.3543347 
## Iteration 15 lambda =  -0.354376 
## Iteration 16 lambda =  -0.3543967 
## Iteration 17 lambda =  -0.354407 
## Iteration 18 lambda =  -0.3544122 
## Iteration 19 lambda =  -0.3544148 
## Iteration 20 lambda =  -0.3544161 
## Iteration 21 lambda =  -0.3544167 
## Iteration 22 lambda =  -0.3544171 
## Iteration 23 lambda =  -0.3544172 
## Iteration 24 lambda =  -0.3544173 
## Iteration 1 lambda =  0.2957805 
## Iteration 2 lambda =  -0.05632928 
## Iteration 3 lambda =  -0.2323842 
## Iteration 4 lambda =  -0.3204116 
## Iteration 5 lambda =  -0.3644253 
## Iteration 6 lambda =  -0.3864322 
## Iteration 7 lambda =  -0.3974356 
## Iteration 8 lambda =  -0.4029373 
## Iteration 9 lambda =  -0.4056882 
## Iteration 10 lambda =  -0.4070636 
## Iteration 11 lambda =  -0.4077513 
## Iteration 12 lambda =  -0.4080952 
## Iteration 13 lambda =  -0.4082671 
## Iteration 14 lambda =  -0.4083531 
## Iteration 15 lambda =  -0.4083961 
## Iteration 16 lambda =  -0.4084176 
## Iteration 17 lambda =  -0.4084283 
## Iteration 18 lambda =  -0.4084337 
## Iteration 19 lambda =  -0.4084364 
## Iteration 20 lambda =  -0.4084377 
## Iteration 21 lambda =  -0.4084384 
## Iteration 22 lambda =  -0.4084387 
## Iteration 23 lambda =  -0.4084389 
## Iteration 24 lambda =  -0.408439 
## Iteration 1 lambda =  0.305916 
## Iteration 2 lambda =  -0.04112603 
## Iteration 3 lambda =  -0.214647 
## Iteration 4 lambda =  -0.3014075 
## Iteration 5 lambda =  -0.3447878 
## Iteration 6 lambda =  -0.3664779 
## Iteration 7 lambda =  -0.377323 
## Iteration 8 lambda =  -0.3827455 
## Iteration 9 lambda =  -0.3854568 
## Iteration 10 lambda =  -0.3868124 
## Iteration 11 lambda =  -0.3874902 
## Iteration 12 lambda =  -0.3878291 
## Iteration 13 lambda =  -0.3879986 
## Iteration 14 lambda =  -0.3880833 
## Iteration 15 lambda =  -0.3881257 
## Iteration 16 lambda =  -0.3881469 
## Iteration 17 lambda =  -0.3881574 
## Iteration 18 lambda =  -0.3881627 
## Iteration 19 lambda =  -0.3881654 
## Iteration 20 lambda =  -0.3881667 
## Iteration 21 lambda =  -0.3881674 
## Iteration 22 lambda =  -0.3881677 
## Iteration 23 lambda =  -0.3881679 
## Iteration 24 lambda =  -0.388168 
## Iteration 1 lambda =  0.2316433 
## Iteration 2 lambda =  -0.152535 
## Iteration 3 lambda =  -0.3446242 
## Iteration 4 lambda =  -0.4406688 
## Iteration 5 lambda =  -0.4886911 
## Iteration 6 lambda =  -0.5127022 
## Iteration 7 lambda =  -0.5247078 
## Iteration 8 lambda =  -0.5307106 
## Iteration 9 lambda =  -0.533712 
## Iteration 10 lambda =  -0.5352127 
## Iteration 11 lambda =  -0.535963 
## Iteration 12 lambda =  -0.5363382 
## Iteration 13 lambda =  -0.5365258 
## Iteration 14 lambda =  -0.5366196 
## Iteration 15 lambda =  -0.5366665 
## Iteration 16 lambda =  -0.5366899 
## Iteration 17 lambda =  -0.5367017 
## Iteration 18 lambda =  -0.5367075 
## Iteration 19 lambda =  -0.5367105 
## Iteration 20 lambda =  -0.5367119 
## Iteration 21 lambda =  -0.5367127 
## Iteration 22 lambda =  -0.536713 
## Iteration 23 lambda =  -0.5367132 
## Iteration 24 lambda =  -0.5367133 
## Iteration 1 lambda =  0.2738337 
## Iteration 2 lambda =  -0.0892495 
## Iteration 3 lambda =  -0.2707911 
## Iteration 4 lambda =  -0.3615619 
## Iteration 5 lambda =  -0.4069473 
## Iteration 6 lambda =  -0.42964 
## Iteration 7 lambda =  -0.4409863 
## Iteration 8 lambda =  -0.4466595 
## Iteration 9 lambda =  -0.4494961 
## Iteration 10 lambda =  -0.4509144 
## Iteration 11 lambda =  -0.4516235 
## Iteration 12 lambda =  -0.4519781 
## Iteration 13 lambda =  -0.4521554 
## Iteration 14 lambda =  -0.452244 
## Iteration 15 lambda =  -0.4522883 
## Iteration 16 lambda =  -0.4523105 
## Iteration 17 lambda =  -0.4523216 
## Iteration 18 lambda =  -0.4523271 
## Iteration 19 lambda =  -0.4523299 
## Iteration 20 lambda =  -0.4523313 
## Iteration 21 lambda =  -0.452332 
## Iteration 22 lambda =  -0.4523323 
## Iteration 23 lambda =  -0.4523325 
## Iteration 24 lambda =  -0.4523326 
## Iteration 1 lambda =  0.3179748 
## Iteration 2 lambda =  -0.02303784 
## Iteration 3 lambda =  -0.1935442 
## Iteration 4 lambda =  -0.2787973 
## Iteration 5 lambda =  -0.3214239 
## Iteration 6 lambda =  -0.3427372 
## Iteration 7 lambda =  -0.3533938 
## Iteration 8 lambda =  -0.3587221 
## Iteration 9 lambda =  -0.3613863 
## Iteration 10 lambda =  -0.3627184 
## Iteration 11 lambda =  -0.3633844 
## Iteration 12 lambda =  -0.3637174 
## Iteration 13 lambda =  -0.3638839 
## Iteration 14 lambda =  -0.3639672 
## Iteration 15 lambda =  -0.3640088 
## Iteration 16 lambda =  -0.3640296 
## Iteration 17 lambda =  -0.3640401 
## Iteration 18 lambda =  -0.3640453 
## Iteration 19 lambda =  -0.3640479 
## Iteration 20 lambda =  -0.3640492 
## Iteration 21 lambda =  -0.3640498 
## Iteration 22 lambda =  -0.3640501 
## Iteration 23 lambda =  -0.3640503 
## Iteration 24 lambda =  -0.3640504 
## Iteration 1 lambda =  0.3319623 
## Iteration 2 lambda =  -0.002056618 
## Iteration 3 lambda =  -0.1690661 
## Iteration 4 lambda =  -0.2525708 
## Iteration 5 lambda =  -0.2943231 
## Iteration 6 lambda =  -0.3151993 
## Iteration 7 lambda =  -0.3256374 
## Iteration 8 lambda =  -0.3308564 
## Iteration 9 lambda =  -0.333466 
## Iteration 10 lambda =  -0.3347707 
## Iteration 11 lambda =  -0.3354231 
## Iteration 12 lambda =  -0.3357493 
## Iteration 13 lambda =  -0.3359124 
## Iteration 14 lambda =  -0.3359939 
## Iteration 15 lambda =  -0.3360347 
## Iteration 16 lambda =  -0.3360551 
## Iteration 17 lambda =  -0.3360653 
## Iteration 18 lambda =  -0.3360704 
## Iteration 19 lambda =  -0.3360729 
## Iteration 20 lambda =  -0.3360742 
## Iteration 21 lambda =  -0.3360749 
## Iteration 22 lambda =  -0.3360752 
## Iteration 23 lambda =  -0.3360753 
## Iteration 24 lambda =  -0.3360754 
## Iteration 1 lambda =  0.2690124 
## Iteration 2 lambda =  -0.09648133 
## Iteration 3 lambda =  -0.2792282 
## Iteration 4 lambda =  -0.3706017 
## Iteration 5 lambda =  -0.4162884 
## Iteration 6 lambda =  -0.4391318 
## Iteration 7 lambda =  -0.4505534 
## Iteration 8 lambda =  -0.4562643 
## Iteration 9 lambda =  -0.4591197 
## Iteration 10 lambda =  -0.4605474 
## Iteration 11 lambda =  -0.4612613 
## Iteration 12 lambda =  -0.4616182 
## Iteration 13 lambda =  -0.4617966 
## Iteration 14 lambda =  -0.4618859 
## Iteration 15 lambda =  -0.4619305 
## Iteration 16 lambda =  -0.4619528 
## Iteration 17 lambda =  -0.461964 
## Iteration 18 lambda =  -0.4619695 
## Iteration 19 lambda =  -0.4619723 
## Iteration 20 lambda =  -0.4619737 
## Iteration 21 lambda =  -0.4619744 
## Iteration 22 lambda =  -0.4619748 
## Iteration 23 lambda =  -0.4619749 
## Iteration 24 lambda =  -0.461975 
## Iteration 1 lambda =  0.3039556 
## Iteration 2 lambda =  -0.04406653 
## Iteration 3 lambda =  -0.2180776 
## Iteration 4 lambda =  -0.3050832 
## Iteration 5 lambda =  -0.3485859 
## Iteration 6 lambda =  -0.3703373 
## Iteration 7 lambda =  -0.381213 
## Iteration 8 lambda =  -0.3866509 
## Iteration 9 lambda =  -0.3893698 
## Iteration 10 lambda =  -0.3907292 
## Iteration 11 lambda =  -0.391409 
## Iteration 12 lambda =  -0.3917488 
## Iteration 13 lambda =  -0.3919188 
## Iteration 14 lambda =  -0.3920037 
## Iteration 15 lambda =  -0.3920462 
## Iteration 16 lambda =  -0.3920675 
## Iteration 17 lambda =  -0.3920781 
## Iteration 18 lambda =  -0.3920834 
## Iteration 19 lambda =  -0.3920861 
## Iteration 20 lambda =  -0.3920874 
## Iteration 21 lambda =  -0.392088 
## Iteration 22 lambda =  -0.3920884 
## Iteration 23 lambda =  -0.3920885 
## Iteration 24 lambda =  -0.3920886 
## Iteration 1 lambda =  0.3350432 
## Iteration 2 lambda =  0.002564829 
## Iteration 3 lambda =  -0.1636744 
## Iteration 4 lambda =  -0.246794 
## Iteration 5 lambda =  -0.2883538 
## Iteration 6 lambda =  -0.3091337 
## Iteration 7 lambda =  -0.3195236 
## Iteration 8 lambda =  -0.3247186 
## Iteration 9 lambda =  -0.3273161 
## Iteration 10 lambda =  -0.3286148 
## Iteration 11 lambda =  -0.3292642 
## Iteration 12 lambda =  -0.3295889 
## Iteration 13 lambda =  -0.3297512 
## Iteration 14 lambda =  -0.3298324 
## Iteration 15 lambda =  -0.329873 
## Iteration 16 lambda =  -0.3298933 
## Iteration 17 lambda =  -0.3299034 
## Iteration 18 lambda =  -0.3299085 
## Iteration 19 lambda =  -0.329911 
## Iteration 20 lambda =  -0.3299123 
## Iteration 21 lambda =  -0.3299129 
## Iteration 22 lambda =  -0.3299132 
## Iteration 23 lambda =  -0.3299134 
## Iteration 24 lambda =  -0.3299135 
## Iteration 1 lambda =  0.289417 
## Iteration 2 lambda =  -0.06587449 
## Iteration 3 lambda =  -0.2435202 
## Iteration 4 lambda =  -0.3323431 
## Iteration 5 lambda =  -0.3767546 
## Iteration 6 lambda =  -0.3989603 
## Iteration 7 lambda =  -0.4100631 
## Iteration 8 lambda =  -0.4156146 
## Iteration 9 lambda =  -0.4183903 
## Iteration 10 lambda =  -0.4197781 
## Iteration 11 lambda =  -0.4204721 
## Iteration 12 lambda =  -0.420819 
## Iteration 13 lambda =  -0.4209925 
## Iteration 14 lambda =  -0.4210792 
## Iteration 15 lambda =  -0.4211226 
## Iteration 16 lambda =  -0.4211443 
## Iteration 17 lambda =  -0.4211551 
## Iteration 18 lambda =  -0.4211606 
## Iteration 19 lambda =  -0.4211633 
## Iteration 20 lambda =  -0.4211646 
## Iteration 21 lambda =  -0.4211653 
## Iteration 22 lambda =  -0.4211657 
## Iteration 23 lambda =  -0.4211658 
## Iteration 24 lambda =  -0.4211659 
## Iteration 1 lambda =  0.3122582 
## Iteration 2 lambda =  -0.03161273 
## Iteration 3 lambda =  -0.2035482 
## Iteration 4 lambda =  -0.2895159 
## Iteration 5 lambda =  -0.3324998 
## Iteration 6 lambda =  -0.3539917 
## Iteration 7 lambda =  -0.3647377 
## Iteration 8 lambda =  -0.3701107 
## Iteration 9 lambda =  -0.3727971 
## Iteration 10 lambda =  -0.3741404 
## Iteration 11 lambda =  -0.374812 
## Iteration 12 lambda =  -0.3751478 
## Iteration 13 lambda =  -0.3753157 
## Iteration 14 lambda =  -0.3753997 
## Iteration 15 lambda =  -0.3754417 
## Iteration 16 lambda =  -0.3754626 
## Iteration 17 lambda =  -0.3754731 
## Iteration 18 lambda =  -0.3754784 
## Iteration 19 lambda =  -0.375481 
## Iteration 20 lambda =  -0.3754823 
## Iteration 21 lambda =  -0.375483 
## Iteration 22 lambda =  -0.3754833 
## Iteration 23 lambda =  -0.3754835 
## Iteration 24 lambda =  -0.3754836 
## Iteration 1 lambda =  0.2869533 
## Iteration 2 lambda =  -0.0695701 
## Iteration 3 lambda =  -0.2478318 
## Iteration 4 lambda =  -0.3369626 
## Iteration 5 lambda =  -0.381528 
## Iteration 6 lambda =  -0.4038108 
## Iteration 7 lambda =  -0.4149521 
## Iteration 8 lambda =  -0.4205228 
## Iteration 9 lambda =  -0.4233081 
## Iteration 10 lambda =  -0.4247008 
## Iteration 11 lambda =  -0.4253971 
## Iteration 12 lambda =  -0.4257453 
## Iteration 13 lambda =  -0.4259194 
## Iteration 14 lambda =  -0.4260064 
## Iteration 15 lambda =  -0.4260499 
## Iteration 16 lambda =  -0.4260717 
## Iteration 17 lambda =  -0.4260826 
## Iteration 18 lambda =  -0.426088 
## Iteration 19 lambda =  -0.4260908 
## Iteration 20 lambda =  -0.4260921 
## Iteration 21 lambda =  -0.4260928 
## Iteration 22 lambda =  -0.4260931 
## Iteration 23 lambda =  -0.4260933 
## Iteration 24 lambda =  -0.4260934 
## Iteration 1 lambda =  0.333839 
## Iteration 2 lambda =  0.0007585283 
## Iteration 3 lambda =  -0.1657817 
## Iteration 4 lambda =  -0.2490518 
## Iteration 5 lambda =  -0.2906869 
## Iteration 6 lambda =  -0.3115044 
## Iteration 7 lambda =  -0.3219132 
## Iteration 8 lambda =  -0.3271176 
## Iteration 9 lambda =  -0.3297198 
## Iteration 10 lambda =  -0.3310209 
## Iteration 11 lambda =  -0.3316714 
## Iteration 12 lambda =  -0.3319967 
## Iteration 13 lambda =  -0.3321593 
## Iteration 14 lambda =  -0.3322406 
## Iteration 15 lambda =  -0.3322813 
## Iteration 16 lambda =  -0.3323016 
## Iteration 17 lambda =  -0.3323118 
## Iteration 18 lambda =  -0.3323169 
## Iteration 19 lambda =  -0.3323194 
## Iteration 20 lambda =  -0.3323207 
## Iteration 21 lambda =  -0.3323213 
## Iteration 22 lambda =  -0.3323216 
## Iteration 23 lambda =  -0.3323218 
## Iteration 24 lambda =  -0.3323219 
## Iteration 1 lambda =  0.2962468 
## Iteration 2 lambda =  -0.05562983 
## Iteration 3 lambda =  -0.2315681 
## Iteration 4 lambda =  -0.3195373 
## Iteration 5 lambda =  -0.3635219 
## Iteration 6 lambda =  -0.3855142 
## Iteration 7 lambda =  -0.3965103 
## Iteration 8 lambda =  -0.4020084 
## Iteration 9 lambda =  -0.4047574 
## Iteration 10 lambda =  -0.4061319 
## Iteration 11 lambda =  -0.4068192 
## Iteration 12 lambda =  -0.4071628 
## Iteration 13 lambda =  -0.4073346 
## Iteration 14 lambda =  -0.4074205 
## Iteration 15 lambda =  -0.4074635 
## Iteration 16 lambda =  -0.407485 
## Iteration 17 lambda =  -0.4074957 
## Iteration 18 lambda =  -0.4075011 
## Iteration 19 lambda =  -0.4075038 
## Iteration 20 lambda =  -0.4075051 
## Iteration 21 lambda =  -0.4075058 
## Iteration 22 lambda =  -0.4075061 
## Iteration 23 lambda =  -0.4075063 
## Iteration 24 lambda =  -0.4075064 
## Iteration 1 lambda =  0.31366 
## Iteration 2 lambda =  -0.02950999 
## Iteration 3 lambda =  -0.201095 
## Iteration 4 lambda =  -0.2868875 
## Iteration 5 lambda =  -0.3297837 
## Iteration 6 lambda =  -0.3512319 
## Iteration 7 lambda =  -0.3619559 
## Iteration 8 lambda =  -0.367318 
## Iteration 9 lambda =  -0.369999 
## Iteration 10 lambda =  -0.3713395 
## Iteration 11 lambda =  -0.3720097 
## Iteration 12 lambda =  -0.3723449 
## Iteration 13 lambda =  -0.3725124 
## Iteration 14 lambda =  -0.3725962 
## Iteration 15 lambda =  -0.3726381 
## Iteration 16 lambda =  -0.372659 
## Iteration 17 lambda =  -0.3726695 
## Iteration 18 lambda =  -0.3726747 
## Iteration 19 lambda =  -0.3726774 
## Iteration 20 lambda =  -0.3726787 
## Iteration 21 lambda =  -0.3726793 
## Iteration 22 lambda =  -0.3726797 
## Iteration 23 lambda =  -0.3726798 
## Iteration 24 lambda =  -0.3726799 
## Iteration 1 lambda =  0.3290206 
## Iteration 2 lambda =  -0.006469069 
## Iteration 3 lambda =  -0.1742139 
## Iteration 4 lambda =  -0.2580863 
## Iteration 5 lambda =  -0.3000225 
## Iteration 6 lambda =  -0.3209907 
## Iteration 7 lambda =  -0.3314747 
## Iteration 8 lambda =  -0.3367167 
## Iteration 9 lambda =  -0.3393377 
## Iteration 10 lambda =  -0.3406483 
## Iteration 11 lambda =  -0.3413035 
## Iteration 12 lambda =  -0.3416311 
## Iteration 13 lambda =  -0.3417949 
## Iteration 14 lambda =  -0.3418769 
## Iteration 15 lambda =  -0.3419178 
## Iteration 16 lambda =  -0.3419383 
## Iteration 17 lambda =  -0.3419485 
## Iteration 18 lambda =  -0.3419536 
## Iteration 19 lambda =  -0.3419562 
## Iteration 20 lambda =  -0.3419575 
## Iteration 21 lambda =  -0.3419581 
## Iteration 22 lambda =  -0.3419584 
## Iteration 23 lambda =  -0.3419586 
## Iteration 24 lambda =  -0.3419587 
## Iteration 1 lambda =  0.3727728 
## Iteration 2 lambda =  0.05915924 
## Iteration 3 lambda =  -0.09764756 
## Iteration 4 lambda =  -0.176051 
## Iteration 5 lambda =  -0.2152527 
## Iteration 6 lambda =  -0.2348535 
## Iteration 7 lambda =  -0.2446539 
## Iteration 8 lambda =  -0.2495541 
## Iteration 9 lambda =  -0.2520042 
## Iteration 10 lambda =  -0.2532293 
## Iteration 11 lambda =  -0.2538418 
## Iteration 12 lambda =  -0.2541481 
## Iteration 13 lambda =  -0.2543012 
## Iteration 14 lambda =  -0.2543778 
## Iteration 15 lambda =  -0.2544161 
## Iteration 16 lambda =  -0.2544352 
## Iteration 17 lambda =  -0.2544448 
## Iteration 18 lambda =  -0.2544496 
## Iteration 19 lambda =  -0.254452 
## Iteration 20 lambda =  -0.2544532 
## Iteration 21 lambda =  -0.2544538 
## Iteration 22 lambda =  -0.254454 
## Iteration 23 lambda =  -0.2544542 
## Iteration 24 lambda =  -0.2544543 
## Iteration 1 lambda =  0.3113249 
## Iteration 2 lambda =  -0.03301261 
## Iteration 3 lambda =  -0.2051814 
## Iteration 4 lambda =  -0.2912658 
## Iteration 5 lambda =  -0.3343079 
## Iteration 6 lambda =  -0.355829 
## Iteration 7 lambda =  -0.3665896 
## Iteration 8 lambda =  -0.3719699 
## Iteration 9 lambda =  -0.37466 
## Iteration 10 lambda =  -0.3760051 
## Iteration 11 lambda =  -0.3766776 
## Iteration 12 lambda =  -0.3770139 
## Iteration 13 lambda =  -0.377182 
## Iteration 14 lambda =  -0.3772661 
## Iteration 15 lambda =  -0.3773081 
## Iteration 16 lambda =  -0.3773291 
## Iteration 17 lambda =  -0.3773396 
## Iteration 18 lambda =  -0.3773449 
## Iteration 19 lambda =  -0.3773475 
## Iteration 20 lambda =  -0.3773488 
## Iteration 21 lambda =  -0.3773495 
## Iteration 22 lambda =  -0.3773498 
## Iteration 23 lambda =  -0.37735 
## Iteration 24 lambda =  -0.3773501 
## Iteration 1 lambda =  0.3246051 
## Iteration 2 lambda =  -0.01309233 
## Iteration 3 lambda =  -0.1819411 
## Iteration 4 lambda =  -0.2663654 
## Iteration 5 lambda =  -0.3085776 
## Iteration 6 lambda =  -0.3296837 
## Iteration 7 lambda =  -0.3402367 
## Iteration 8 lambda =  -0.3455133 
## Iteration 9 lambda =  -0.3481515 
## Iteration 10 lambda =  -0.3494706 
## Iteration 11 lambda =  -0.3501302 
## Iteration 12 lambda =  -0.35046 
## Iteration 13 lambda =  -0.3506249 
## Iteration 14 lambda =  -0.3507073 
## Iteration 15 lambda =  -0.3507486 
## Iteration 16 lambda =  -0.3507692 
## Iteration 17 lambda =  -0.3507795 
## Iteration 18 lambda =  -0.3507846 
## Iteration 19 lambda =  -0.3507872 
## Iteration 20 lambda =  -0.3507885 
## Iteration 21 lambda =  -0.3507891 
## Iteration 22 lambda =  -0.3507895 
## Iteration 23 lambda =  -0.3507896 
## Iteration 24 lambda =  -0.3507897 
## Iteration 1 lambda =  0.3515862 
## Iteration 2 lambda =  0.02737937 
## Iteration 3 lambda =  -0.1347241 
## Iteration 4 lambda =  -0.2157758 
## Iteration 5 lambda =  -0.2563016 
## Iteration 6 lambda =  -0.2765646 
## Iteration 7 lambda =  -0.286696 
## Iteration 8 lambda =  -0.2917618 
## Iteration 9 lambda =  -0.2942946 
## Iteration 10 lambda =  -0.2955611 
## Iteration 11 lambda =  -0.2961943 
## Iteration 12 lambda =  -0.2965109 
## Iteration 13 lambda =  -0.2966692 
## Iteration 14 lambda =  -0.2967483 
## Iteration 15 lambda =  -0.2967879 
## Iteration 16 lambda =  -0.2968077 
## Iteration 17 lambda =  -0.2968176 
## Iteration 18 lambda =  -0.2968226 
## Iteration 19 lambda =  -0.296825 
## Iteration 20 lambda =  -0.2968263 
## Iteration 21 lambda =  -0.2968269 
## Iteration 22 lambda =  -0.2968272 
## Iteration 23 lambda =  -0.2968273 
## Iteration 24 lambda =  -0.2968274 
## Iteration 1 lambda =  0.3307482 
## Iteration 2 lambda =  -0.003877626 
## Iteration 3 lambda =  -0.1711906 
## Iteration 4 lambda =  -0.254847 
## Iteration 5 lambda =  -0.2966753 
## Iteration 6 lambda =  -0.3175894 
## Iteration 7 lambda =  -0.3280464 
## Iteration 8 lambda =  -0.333275 
## Iteration 9 lambda =  -0.3358892 
## Iteration 10 lambda =  -0.3371964 
## Iteration 11 lambda =  -0.3378499 
## Iteration 12 lambda =  -0.3381767 
## Iteration 13 lambda =  -0.3383401 
## Iteration 14 lambda =  -0.3384218 
## Iteration 15 lambda =  -0.3384627 
## Iteration 16 lambda =  -0.3384831 
## Iteration 17 lambda =  -0.3384933 
## Iteration 18 lambda =  -0.3384984 
## Iteration 19 lambda =  -0.3385009 
## Iteration 20 lambda =  -0.3385022 
## Iteration 21 lambda =  -0.3385029 
## Iteration 22 lambda =  -0.3385032 
## Iteration 23 lambda =  -0.3385033 
## Iteration 24 lambda =  -0.3385034 
## Iteration 1 lambda =  0.3141388 
## Iteration 2 lambda =  -0.02879186 
## Iteration 3 lambda =  -0.2002572 
## Iteration 4 lambda =  -0.2859898 
## Iteration 5 lambda =  -0.3288562 
## Iteration 6 lambda =  -0.3502893 
## Iteration 7 lambda =  -0.3610059 
## Iteration 8 lambda =  -0.3663642 
## Iteration 9 lambda =  -0.3690433 
## Iteration 10 lambda =  -0.3703829 
## Iteration 11 lambda =  -0.3710527 
## Iteration 12 lambda =  -0.3713876 
## Iteration 13 lambda =  -0.371555 
## Iteration 14 lambda =  -0.3716388 
## Iteration 15 lambda =  -0.3716806 
## Iteration 16 lambda =  -0.3717015 
## Iteration 17 lambda =  -0.371712 
## Iteration 18 lambda =  -0.3717172 
## Iteration 19 lambda =  -0.3717199 
## Iteration 20 lambda =  -0.3717212 
## Iteration 21 lambda =  -0.3717218 
## Iteration 22 lambda =  -0.3717222 
## Iteration 23 lambda =  -0.3717223 
## Iteration 24 lambda =  -0.3717224 
## Iteration 1 lambda =  0.2866674 
## Iteration 2 lambda =  -0.06999889 
## Iteration 3 lambda =  -0.248332 
## Iteration 4 lambda =  -0.3374986 
## Iteration 5 lambda =  -0.3820819 
## Iteration 6 lambda =  -0.4043735 
## Iteration 7 lambda =  -0.4155194 
## Iteration 8 lambda =  -0.4210923 
## Iteration 9 lambda =  -0.4238787 
## Iteration 10 lambda =  -0.425272 
## Iteration 11 lambda =  -0.4259686 
## Iteration 12 lambda =  -0.4263169 
## Iteration 13 lambda =  -0.426491 
## Iteration 14 lambda =  -0.4265781 
## Iteration 15 lambda =  -0.4266217 
## Iteration 16 lambda =  -0.4266434 
## Iteration 17 lambda =  -0.4266543 
## Iteration 18 lambda =  -0.4266597 
## Iteration 19 lambda =  -0.4266625 
## Iteration 20 lambda =  -0.4266638 
## Iteration 21 lambda =  -0.4266645 
## Iteration 22 lambda =  -0.4266649 
## Iteration 23 lambda =  -0.426665 
## Iteration 24 lambda =  -0.4266651 
## Iteration 1 lambda =  0.3372631 
## Iteration 2 lambda =  0.005894721 
## Iteration 3 lambda =  -0.1597895 
## Iteration 4 lambda =  -0.2426316 
## Iteration 5 lambda =  -0.2840527 
## Iteration 6 lambda =  -0.3047632 
## Iteration 7 lambda =  -0.3151184 
## Iteration 8 lambda =  -0.3202961 
## Iteration 9 lambda =  -0.3228849 
## Iteration 10 lambda =  -0.3241793 
## Iteration 11 lambda =  -0.3248265 
## Iteration 12 lambda =  -0.3251501 
## Iteration 13 lambda =  -0.3253119 
## Iteration 14 lambda =  -0.3253928 
## Iteration 15 lambda =  -0.3254333 
## Iteration 16 lambda =  -0.3254535 
## Iteration 17 lambda =  -0.3254636 
## Iteration 18 lambda =  -0.3254686 
## Iteration 19 lambda =  -0.3254712 
## Iteration 20 lambda =  -0.3254724 
## Iteration 21 lambda =  -0.3254731 
## Iteration 22 lambda =  -0.3254734 
## Iteration 23 lambda =  -0.3254735 
## Iteration 24 lambda =  -0.3254736 
## Iteration 1 lambda =  0.3394453 
## Iteration 2 lambda =  0.009167888 
## Iteration 3 lambda =  -0.1559708 
## Iteration 4 lambda =  -0.2385401 
## Iteration 5 lambda =  -0.2798248 
## Iteration 6 lambda =  -0.3004671 
## Iteration 7 lambda =  -0.3107883 
## Iteration 8 lambda =  -0.3159489 
## Iteration 9 lambda =  -0.3185292 
## Iteration 10 lambda =  -0.3198193 
## Iteration 11 lambda =  -0.3204644 
## Iteration 12 lambda =  -0.3207869 
## Iteration 13 lambda =  -0.3209482 
## Iteration 14 lambda =  -0.3210288 
## Iteration 15 lambda =  -0.3210692 
## Iteration 16 lambda =  -0.3210893 
## Iteration 17 lambda =  -0.3210994 
## Iteration 18 lambda =  -0.3211044 
## Iteration 19 lambda =  -0.321107 
## Iteration 20 lambda =  -0.3211082 
## Iteration 21 lambda =  -0.3211089 
## Iteration 22 lambda =  -0.3211092 
## Iteration 23 lambda =  -0.3211093 
## Iteration 24 lambda =  -0.3211094 
## Iteration 1 lambda =  0.3609976 
## Iteration 2 lambda =  0.04149645 
## Iteration 3 lambda =  -0.1182541 
## Iteration 4 lambda =  -0.1981294 
## Iteration 5 lambda =  -0.2380671 
## Iteration 6 lambda =  -0.2580359 
## Iteration 7 lambda =  -0.2680203 
## Iteration 8 lambda =  -0.2730125 
## Iteration 9 lambda =  -0.2755086 
## Iteration 10 lambda =  -0.2767567 
## Iteration 11 lambda =  -0.2773807 
## Iteration 12 lambda =  -0.2776927 
## Iteration 13 lambda =  -0.2778487 
## Iteration 14 lambda =  -0.2779267 
## Iteration 15 lambda =  -0.2779657 
## Iteration 16 lambda =  -0.2779852 
## Iteration 17 lambda =  -0.277995 
## Iteration 18 lambda =  -0.2779999 
## Iteration 19 lambda =  -0.2780023 
## Iteration 20 lambda =  -0.2780035 
## Iteration 21 lambda =  -0.2780041 
## Iteration 22 lambda =  -0.2780044 
## Iteration 23 lambda =  -0.2780046 
## Iteration 24 lambda =  -0.2780047 
## Iteration 1 lambda =  0.3270281 
## Iteration 2 lambda =  -0.009457817 
## Iteration 3 lambda =  -0.1777008 
## Iteration 4 lambda =  -0.2618223 
## Iteration 5 lambda =  -0.303883 
## Iteration 6 lambda =  -0.3249134 
## Iteration 7 lambda =  -0.3354286 
## Iteration 8 lambda =  -0.3406862 
## Iteration 9 lambda =  -0.343315 
## Iteration 10 lambda =  -0.3446294 
## Iteration 11 lambda =  -0.3452866 
## Iteration 12 lambda =  -0.3456152 
## Iteration 13 lambda =  -0.3457795 
## Iteration 14 lambda =  -0.3458616 
## Iteration 15 lambda =  -0.3459027 
## Iteration 16 lambda =  -0.3459232 
## Iteration 17 lambda =  -0.3459335 
## Iteration 18 lambda =  -0.3459386 
## Iteration 19 lambda =  -0.3459412 
## Iteration 20 lambda =  -0.3459425 
## Iteration 21 lambda =  -0.3459431 
## Iteration 22 lambda =  -0.3459434 
## Iteration 23 lambda =  -0.3459436 
## Iteration 24 lambda =  -0.3459437 
## Iteration 1 lambda =  0.3116214 
## Iteration 2 lambda =  -0.03256785 
## Iteration 3 lambda =  -0.2046625 
## Iteration 4 lambda =  -0.2907098 
## Iteration 5 lambda =  -0.3337335 
## Iteration 6 lambda =  -0.3552453 
## Iteration 7 lambda =  -0.3660012 
## Iteration 8 lambda =  -0.3713792 
## Iteration 9 lambda =  -0.3740682 
## Iteration 10 lambda =  -0.3754126 
## Iteration 11 lambda =  -0.3760849 
## Iteration 12 lambda =  -0.376421 
## Iteration 13 lambda =  -0.3765891 
## Iteration 14 lambda =  -0.3766731 
## Iteration 15 lambda =  -0.3767151 
## Iteration 16 lambda =  -0.3767361 
## Iteration 17 lambda =  -0.3767466 
## Iteration 18 lambda =  -0.3767519 
## Iteration 19 lambda =  -0.3767545 
## Iteration 20 lambda =  -0.3767558 
## Iteration 21 lambda =  -0.3767565 
## Iteration 22 lambda =  -0.3767568 
## Iteration 23 lambda =  -0.376757 
## Iteration 24 lambda =  -0.376757 
## Iteration 1 lambda =  0.3072623 
## Iteration 2 lambda =  -0.03910658 
## Iteration 3 lambda =  -0.212291 
## Iteration 4 lambda =  -0.2988832 
## Iteration 5 lambda =  -0.3421793 
## Iteration 6 lambda =  -0.3638274 
## Iteration 7 lambda =  -0.3746514 
## Iteration 8 lambda =  -0.3800634 
## Iteration 9 lambda =  -0.3827694 
## Iteration 10 lambda =  -0.3841224 
## Iteration 11 lambda =  -0.3847989 
## Iteration 12 lambda =  -0.3851372 
## Iteration 13 lambda =  -0.3853063 
## Iteration 14 lambda =  -0.3853909 
## Iteration 15 lambda =  -0.3854332 
## Iteration 16 lambda =  -0.3854543 
## Iteration 17 lambda =  -0.3854649 
## Iteration 18 lambda =  -0.3854702 
## Iteration 19 lambda =  -0.3854728 
## Iteration 20 lambda =  -0.3854741 
## Iteration 21 lambda =  -0.3854748 
## Iteration 22 lambda =  -0.3854751 
## Iteration 23 lambda =  -0.3854753 
## Iteration 24 lambda =  -0.3854754 
## Iteration 1 lambda =  0.3457079 
## Iteration 2 lambda =  0.01856188 
## Iteration 3 lambda =  -0.1450111 
## Iteration 4 lambda =  -0.2267976 
## Iteration 5 lambda =  -0.2676909 
## Iteration 6 lambda =  -0.2881375 
## Iteration 7 lambda =  -0.2983608 
## Iteration 8 lambda =  -0.3034725 
## Iteration 9 lambda =  -0.3060283 
## Iteration 10 lambda =  -0.3073062 
## Iteration 11 lambda =  -0.3079452 
## Iteration 12 lambda =  -0.3082647 
## Iteration 13 lambda =  -0.3084244 
## Iteration 14 lambda =  -0.3085043 
## Iteration 15 lambda =  -0.3085442 
## Iteration 16 lambda =  -0.3085642 
## Iteration 17 lambda =  -0.3085742 
## Iteration 18 lambda =  -0.3085792 
## Iteration 19 lambda =  -0.3085817 
## Iteration 20 lambda =  -0.3085829 
## Iteration 21 lambda =  -0.3085835 
## Iteration 22 lambda =  -0.3085838 
## Iteration 23 lambda =  -0.308584 
## Iteration 24 lambda =  -0.3085841 
## Iteration 1 lambda =  0.3009484 
## Iteration 2 lambda =  -0.04857743 
## Iteration 3 lambda =  -0.2233403 
## Iteration 4 lambda =  -0.3107218 
## Iteration 5 lambda =  -0.3544125 
## Iteration 6 lambda =  -0.3762579 
## Iteration 7 lambda =  -0.3871806 
## Iteration 8 lambda =  -0.3926419 
## Iteration 9 lambda =  -0.3953726 
## Iteration 10 lambda =  -0.3967379 
## Iteration 11 lambda =  -0.3974206 
## Iteration 12 lambda =  -0.3977619 
## Iteration 13 lambda =  -0.3979326 
## Iteration 14 lambda =  -0.3980179 
## Iteration 15 lambda =  -0.3980606 
## Iteration 16 lambda =  -0.3980819 
## Iteration 17 lambda =  -0.3980926 
## Iteration 18 lambda =  -0.3980979 
## Iteration 19 lambda =  -0.3981006 
## Iteration 20 lambda =  -0.3981019 
## Iteration 21 lambda =  -0.3981026 
## Iteration 22 lambda =  -0.3981029 
## Iteration 23 lambda =  -0.3981031 
## Iteration 24 lambda =  -0.3981032 
## Iteration 1 lambda =  0.3448415 
## Iteration 2 lambda =  0.01726218 
## Iteration 3 lambda =  -0.1465275 
## Iteration 4 lambda =  -0.2284223 
## Iteration 5 lambda =  -0.2693697 
## Iteration 6 lambda =  -0.2898434 
## Iteration 7 lambda =  -0.3000802 
## Iteration 8 lambda =  -0.3051987 
## Iteration 9 lambda =  -0.3077579 
## Iteration 10 lambda =  -0.3090375 
## Iteration 11 lambda =  -0.3096773 
## Iteration 12 lambda =  -0.3099972 
## Iteration 13 lambda =  -0.3101571 
## Iteration 14 lambda =  -0.3102371 
## Iteration 15 lambda =  -0.3102771 
## Iteration 16 lambda =  -0.3102971 
## Iteration 17 lambda =  -0.3103071 
## Iteration 18 lambda =  -0.3103121 
## Iteration 19 lambda =  -0.3103146 
## Iteration 20 lambda =  -0.3103158 
## Iteration 21 lambda =  -0.3103165 
## Iteration 22 lambda =  -0.3103168 
## Iteration 23 lambda =  -0.3103169 
## Iteration 24 lambda =  -0.310317 
## Iteration 1 lambda =  0.3299796 
## Iteration 2 lambda =  -0.005030527 
## Iteration 3 lambda =  -0.1725356 
## Iteration 4 lambda =  -0.2562882 
## Iteration 5 lambda =  -0.2981644 
## Iteration 6 lambda =  -0.3191026 
## Iteration 7 lambda =  -0.3295716 
## Iteration 8 lambda =  -0.3348062 
## Iteration 9 lambda =  -0.3374234 
## Iteration 10 lambda =  -0.3387321 
## Iteration 11 lambda =  -0.3393864 
## Iteration 12 lambda =  -0.3397135 
## Iteration 13 lambda =  -0.3398771 
## Iteration 14 lambda =  -0.3399589 
## Iteration 15 lambda =  -0.3399998 
## Iteration 16 lambda =  -0.3400203 
## Iteration 17 lambda =  -0.3400305 
## Iteration 18 lambda =  -0.3400356 
## Iteration 19 lambda =  -0.3400381 
## Iteration 20 lambda =  -0.3400394 
## Iteration 21 lambda =  -0.3400401 
## Iteration 22 lambda =  -0.3400404 
## Iteration 23 lambda =  -0.3400405 
## Iteration 24 lambda =  -0.3400406 
## Iteration 1 lambda =  0.3152265 
## Iteration 2 lambda =  -0.02716026 
## Iteration 3 lambda =  -0.1983536 
## Iteration 4 lambda =  -0.2839503 
## Iteration 5 lambda =  -0.3267487 
## Iteration 6 lambda =  -0.3481478 
## Iteration 7 lambda =  -0.3588474 
## Iteration 8 lambda =  -0.3641972 
## Iteration 9 lambda =  -0.3668721 
## Iteration 10 lambda =  -0.3682096 
## Iteration 11 lambda =  -0.3688783 
## Iteration 12 lambda =  -0.3692127 
## Iteration 13 lambda =  -0.3693798 
## Iteration 14 lambda =  -0.3694634 
## Iteration 15 lambda =  -0.3695052 
## Iteration 16 lambda =  -0.3695261 
## Iteration 17 lambda =  -0.3695366 
## Iteration 18 lambda =  -0.3695418 
## Iteration 19 lambda =  -0.3695444 
## Iteration 20 lambda =  -0.3695457 
## Iteration 21 lambda =  -0.3695464 
## Iteration 22 lambda =  -0.3695467 
## Iteration 23 lambda =  -0.3695469 
## Iteration 24 lambda =  -0.3695469 
## Iteration 1 lambda =  0.3183099 
## Iteration 2 lambda =  -0.02253511 
## Iteration 3 lambda =  -0.1929576 
## Iteration 4 lambda =  -0.2781689 
## Iteration 5 lambda =  -0.3207745 
## Iteration 6 lambda =  -0.3420773 
## Iteration 7 lambda =  -0.3527287 
## Iteration 8 lambda =  -0.3580544 
## Iteration 9 lambda =  -0.3607173 
## Iteration 10 lambda =  -0.3620487 
## Iteration 11 lambda =  -0.3627144 
## Iteration 12 lambda =  -0.3630473 
## Iteration 13 lambda =  -0.3632137 
## Iteration 14 lambda =  -0.3632969 
## Iteration 15 lambda =  -0.3633385 
## Iteration 16 lambda =  -0.3633593 
## Iteration 17 lambda =  -0.3633697 
## Iteration 18 lambda =  -0.3633749 
## Iteration 19 lambda =  -0.3633775 
## Iteration 20 lambda =  -0.3633788 
## Iteration 21 lambda =  -0.3633795 
## Iteration 22 lambda =  -0.3633798 
## Iteration 23 lambda =  -0.36338 
## Iteration 24 lambda =  -0.3633801 
## Iteration 1 lambda =  0.29008 
## Iteration 2 lambda =  -0.06487993 
## Iteration 3 lambda =  -0.2423599 
## Iteration 4 lambda =  -0.3310999 
## Iteration 5 lambda =  -0.3754699 
## Iteration 6 lambda =  -0.3976549 
## Iteration 7 lambda =  -0.4087474 
## Iteration 8 lambda =  -0.4142937 
## Iteration 9 lambda =  -0.4170668 
## Iteration 10 lambda =  -0.4184533 
## Iteration 11 lambda =  -0.4191466 
## Iteration 12 lambda =  -0.4194933 
## Iteration 13 lambda =  -0.4196666 
## Iteration 14 lambda =  -0.4197532 
## Iteration 15 lambda =  -0.4197966 
## Iteration 16 lambda =  -0.4198182 
## Iteration 17 lambda =  -0.4198291 
## Iteration 18 lambda =  -0.4198345 
## Iteration 19 lambda =  -0.4198372 
## Iteration 20 lambda =  -0.4198386 
## Iteration 21 lambda =  -0.4198392 
## Iteration 22 lambda =  -0.4198396 
## Iteration 23 lambda =  -0.4198397 
## Iteration 24 lambda =  -0.4198398 
## Iteration 1 lambda =  0.3334851 
## Iteration 2 lambda =  0.0002277189 
## Iteration 3 lambda =  -0.166401 
## Iteration 4 lambda =  -0.2497154 
## Iteration 5 lambda =  -0.2913725 
## Iteration 6 lambda =  -0.3122011 
## Iteration 7 lambda =  -0.3226154 
## Iteration 8 lambda =  -0.3278226 
## Iteration 9 lambda =  -0.3304261 
## Iteration 10 lambda =  -0.3317279 
## Iteration 11 lambda =  -0.3323788 
## Iteration 12 lambda =  -0.3327043 
## Iteration 13 lambda =  -0.332867 
## Iteration 14 lambda =  -0.3329483 
## Iteration 15 lambda =  -0.332989 
## Iteration 16 lambda =  -0.3330094 
## Iteration 17 lambda =  -0.3330195 
## Iteration 18 lambda =  -0.3330246 
## Iteration 19 lambda =  -0.3330272 
## Iteration 20 lambda =  -0.3330284 
## Iteration 21 lambda =  -0.3330291 
## Iteration 22 lambda =  -0.3330294 
## Iteration 23 lambda =  -0.3330295 
## Iteration 24 lambda =  -0.3330296 
## Iteration 1 lambda =  0.3247127 
## Iteration 2 lambda =  -0.01293088 
## Iteration 3 lambda =  -0.1817527 
## Iteration 4 lambda =  -0.2661636 
## Iteration 5 lambda =  -0.308369 
## Iteration 6 lambda =  -0.3294718 
## Iteration 7 lambda =  -0.3400231 
## Iteration 8 lambda =  -0.3452988 
## Iteration 9 lambda =  -0.3479367 
## Iteration 10 lambda =  -0.3492556 
## Iteration 11 lambda =  -0.349915 
## Iteration 12 lambda =  -0.3502448 
## Iteration 13 lambda =  -0.3504096 
## Iteration 14 lambda =  -0.3504921 
## Iteration 15 lambda =  -0.3505333 
## Iteration 16 lambda =  -0.3505539 
## Iteration 17 lambda =  -0.3505642 
## Iteration 18 lambda =  -0.3505693 
## Iteration 19 lambda =  -0.3505719 
## Iteration 20 lambda =  -0.3505732 
## Iteration 21 lambda =  -0.3505739 
## Iteration 22 lambda =  -0.3505742 
## Iteration 23 lambda =  -0.3505743 
## Iteration 24 lambda =  -0.3505744 
## Iteration 1 lambda =  0.3125482 
## Iteration 2 lambda =  -0.03117763 
## Iteration 3 lambda =  -0.2030406 
## Iteration 4 lambda =  -0.288972 
## Iteration 5 lambda =  -0.3319378 
## Iteration 6 lambda =  -0.3534206 
## Iteration 7 lambda =  -0.3641621 
## Iteration 8 lambda =  -0.3695328 
## Iteration 9 lambda =  -0.3722181 
## Iteration 10 lambda =  -0.3735608 
## Iteration 11 lambda =  -0.3742322 
## Iteration 12 lambda =  -0.3745678 
## Iteration 13 lambda =  -0.3747357 
## Iteration 14 lambda =  -0.3748196 
## Iteration 15 lambda =  -0.3748615 
## Iteration 16 lambda =  -0.3748825 
## Iteration 17 lambda =  -0.374893 
## Iteration 18 lambda =  -0.3748983 
## Iteration 19 lambda =  -0.3749009 
## Iteration 20 lambda =  -0.3749022 
## Iteration 21 lambda =  -0.3749028 
## Iteration 22 lambda =  -0.3749032 
## Iteration 23 lambda =  -0.3749033 
## Iteration 24 lambda =  -0.3749034 
## Iteration 1 lambda =  0.3398264 
## Iteration 2 lambda =  0.009739599 
## Iteration 3 lambda =  -0.1553038 
## Iteration 4 lambda =  -0.2378255 
## Iteration 5 lambda =  -0.2790864 
## Iteration 6 lambda =  -0.2997168 
## Iteration 7 lambda =  -0.310032 
## Iteration 8 lambda =  -0.3151896 
## Iteration 9 lambda =  -0.3177684 
## Iteration 10 lambda =  -0.3190578 
## Iteration 11 lambda =  -0.3197025 
## Iteration 12 lambda =  -0.3200249 
## Iteration 13 lambda =  -0.320186 
## Iteration 14 lambda =  -0.3202666 
## Iteration 15 lambda =  -0.3203069 
## Iteration 16 lambda =  -0.3203271 
## Iteration 17 lambda =  -0.3203371 
## Iteration 18 lambda =  -0.3203422 
## Iteration 19 lambda =  -0.3203447 
## Iteration 20 lambda =  -0.3203459 
## Iteration 21 lambda =  -0.3203466 
## Iteration 22 lambda =  -0.3203469 
## Iteration 23 lambda =  -0.320347 
## Iteration 24 lambda =  -0.3203471 
## Iteration 1 lambda =  0.3113537 
## Iteration 2 lambda =  -0.03296949 
## Iteration 3 lambda =  -0.2051311 
## Iteration 4 lambda =  -0.2912119 
## Iteration 5 lambda =  -0.3342523 
## Iteration 6 lambda =  -0.3557725 
## Iteration 7 lambda =  -0.3665326 
## Iteration 8 lambda =  -0.3719126 
## Iteration 9 lambda =  -0.3746026 
## Iteration 10 lambda =  -0.3759476 
## Iteration 11 lambda =  -0.3766201 
## Iteration 12 lambda =  -0.3769564 
## Iteration 13 lambda =  -0.3771245 
## Iteration 14 lambda =  -0.3772086 
## Iteration 15 lambda =  -0.3772506 
## Iteration 16 lambda =  -0.3772716 
## Iteration 17 lambda =  -0.3772821 
## Iteration 18 lambda =  -0.3772874 
## Iteration 19 lambda =  -0.37729 
## Iteration 20 lambda =  -0.3772913 
## Iteration 21 lambda =  -0.377292 
## Iteration 22 lambda =  -0.3772923 
## Iteration 23 lambda =  -0.3772925 
## Iteration 24 lambda =  -0.3772926 
## Iteration 1 lambda =  0.2876019 
## Iteration 2 lambda =  -0.06859716 
## Iteration 3 lambda =  -0.2466967 
## Iteration 4 lambda =  -0.3357465 
## Iteration 5 lambda =  -0.3802713 
## Iteration 6 lambda =  -0.4025338 
## Iteration 7 lambda =  -0.413665 
## Iteration 8 lambda =  -0.4192306 
## Iteration 9 lambda =  -0.4220134 
## Iteration 10 lambda =  -0.4234048 
## Iteration 11 lambda =  -0.4241005 
## Iteration 12 lambda =  -0.4244484 
## Iteration 13 lambda =  -0.4246223 
## Iteration 14 lambda =  -0.4247093 
## Iteration 15 lambda =  -0.4247527 
## Iteration 16 lambda =  -0.4247745 
## Iteration 17 lambda =  -0.4247853 
## Iteration 18 lambda =  -0.4247908 
## Iteration 19 lambda =  -0.4247935 
## Iteration 20 lambda =  -0.4247949 
## Iteration 21 lambda =  -0.4247955 
## Iteration 22 lambda =  -0.4247959 
## Iteration 23 lambda =  -0.424796 
## Iteration 24 lambda =  -0.4247961 
## Iteration 1 lambda =  0.2874298 
## Iteration 2 lambda =  -0.06885531 
## Iteration 3 lambda =  -0.2469979 
## Iteration 4 lambda =  -0.3360691 
## Iteration 5 lambda =  -0.3806048 
## Iteration 6 lambda =  -0.4028726 
## Iteration 7 lambda =  -0.4140065 
## Iteration 8 lambda =  -0.4195735 
## Iteration 9 lambda =  -0.4223569 
## Iteration 10 lambda =  -0.4237487 
## Iteration 11 lambda =  -0.4244446 
## Iteration 12 lambda =  -0.4247925 
## Iteration 13 lambda =  -0.4249665 
## Iteration 14 lambda =  -0.4250534 
## Iteration 15 lambda =  -0.4250969 
## Iteration 16 lambda =  -0.4251187 
## Iteration 17 lambda =  -0.4251295 
## Iteration 18 lambda =  -0.425135 
## Iteration 19 lambda =  -0.4251377 
## Iteration 20 lambda =  -0.4251391 
## Iteration 21 lambda =  -0.4251397 
## Iteration 22 lambda =  -0.4251401 
## Iteration 23 lambda =  -0.4251402 
## Iteration 24 lambda =  -0.4251403 
## Iteration 1 lambda =  0.2892869 
## Iteration 2 lambda =  -0.06606964 
## Iteration 3 lambda =  -0.2437479 
## Iteration 4 lambda =  -0.3325871 
## Iteration 5 lambda =  -0.3770066 
## Iteration 6 lambda =  -0.3992164 
## Iteration 7 lambda =  -0.4103213 
## Iteration 8 lambda =  -0.4158737 
## Iteration 9 lambda =  -0.41865 
## Iteration 10 lambda =  -0.4200381 
## Iteration 11 lambda =  -0.4207321 
## Iteration 12 lambda =  -0.4210792 
## Iteration 13 lambda =  -0.4212527 
## Iteration 14 lambda =  -0.4213394 
## Iteration 15 lambda =  -0.4213828 
## Iteration 16 lambda =  -0.4214045 
## Iteration 17 lambda =  -0.4214153 
## Iteration 18 lambda =  -0.4214208 
## Iteration 19 lambda =  -0.4214235 
## Iteration 20 lambda =  -0.4214248 
## Iteration 21 lambda =  -0.4214255 
## Iteration 22 lambda =  -0.4214259 
## Iteration 23 lambda =  -0.421426 
## Iteration 24 lambda =  -0.4214261 
## Iteration 1 lambda =  0.3171849 
## Iteration 2 lambda =  -0.02422269 
## Iteration 3 lambda =  -0.1949265 
## Iteration 4 lambda =  -0.2802784 
## Iteration 5 lambda =  -0.3229543 
## Iteration 6 lambda =  -0.3442923 
## Iteration 7 lambda =  -0.3549613 
## Iteration 8 lambda =  -0.3602958 
## Iteration 9 lambda =  -0.362963 
## Iteration 10 lambda =  -0.3642966 
## Iteration 11 lambda =  -0.3649634 
## Iteration 12 lambda =  -0.3652968 
## Iteration 13 lambda =  -0.3654636 
## Iteration 14 lambda =  -0.3655469 
## Iteration 15 lambda =  -0.3655886 
## Iteration 16 lambda =  -0.3656094 
## Iteration 17 lambda =  -0.3656198 
## Iteration 18 lambda =  -0.365625 
## Iteration 19 lambda =  -0.3656276 
## Iteration 20 lambda =  -0.365629 
## Iteration 21 lambda =  -0.3656296 
## Iteration 22 lambda =  -0.3656299 
## Iteration 23 lambda =  -0.3656301 
## Iteration 24 lambda =  -0.3656302 
## Iteration 1 lambda =  0.3825812 
## Iteration 2 lambda =  0.07387184 
## Iteration 3 lambda =  -0.08048285 
## Iteration 4 lambda =  -0.1576602 
## Iteration 5 lambda =  -0.1962489 
## Iteration 6 lambda =  -0.2155432 
## Iteration 7 lambda =  -0.2251904 
## Iteration 8 lambda =  -0.230014 
## Iteration 9 lambda =  -0.2324258 
## Iteration 10 lambda =  -0.2336317 
## Iteration 11 lambda =  -0.2342346 
## Iteration 12 lambda =  -0.2345361 
## Iteration 13 lambda =  -0.2346868 
## Iteration 14 lambda =  -0.2347622 
## Iteration 15 lambda =  -0.2347999 
## Iteration 16 lambda =  -0.2348187 
## Iteration 17 lambda =  -0.2348281 
## Iteration 18 lambda =  -0.2348328 
## Iteration 19 lambda =  -0.2348352 
## Iteration 20 lambda =  -0.2348364 
## Iteration 21 lambda =  -0.234837 
## Iteration 22 lambda =  -0.2348373 
## Iteration 23 lambda =  -0.2348374 
## Iteration 24 lambda =  -0.2348375 
## Iteration 1 lambda =  0.3575189 
## Iteration 2 lambda =  0.0362784 
## Iteration 3 lambda =  -0.1243419 
## Iteration 4 lambda =  -0.204652 
## Iteration 5 lambda =  -0.2448071 
## Iteration 6 lambda =  -0.2648846 
## Iteration 7 lambda =  -0.2749234 
## Iteration 8 lambda =  -0.2799427 
## Iteration 9 lambda =  -0.2824524 
## Iteration 10 lambda =  -0.2837073 
## Iteration 11 lambda =  -0.2843347 
## Iteration 12 lambda =  -0.2846484 
## Iteration 13 lambda =  -0.2848053 
## Iteration 14 lambda =  -0.2848837 
## Iteration 15 lambda =  -0.2849229 
## Iteration 16 lambda =  -0.2849425 
## Iteration 17 lambda =  -0.2849523 
## Iteration 18 lambda =  -0.2849572 
## Iteration 19 lambda =  -0.2849597 
## Iteration 20 lambda =  -0.2849609 
## Iteration 21 lambda =  -0.2849615 
## Iteration 22 lambda =  -0.2849618 
## Iteration 23 lambda =  -0.284962 
## Iteration 24 lambda =  -0.2849621 
## Iteration 1 lambda =  0.3392035 
## Iteration 2 lambda =  0.008805177 
## Iteration 3 lambda =  -0.156394 
## Iteration 4 lambda =  -0.2389935 
## Iteration 5 lambda =  -0.2802933 
## Iteration 6 lambda =  -0.3009432 
## Iteration 7 lambda =  -0.3112682 
## Iteration 8 lambda =  -0.3164306 
## Iteration 9 lambda =  -0.3190119 
## Iteration 10 lambda =  -0.3203025 
## Iteration 11 lambda =  -0.3209478 
## Iteration 12 lambda =  -0.3212704 
## Iteration 13 lambda =  -0.3214318 
## Iteration 14 lambda =  -0.3215124 
## Iteration 15 lambda =  -0.3215528 
## Iteration 16 lambda =  -0.3215729 
## Iteration 17 lambda =  -0.321583 
## Iteration 18 lambda =  -0.3215881 
## Iteration 19 lambda =  -0.3215906 
## Iteration 20 lambda =  -0.3215918 
## Iteration 21 lambda =  -0.3215925 
## Iteration 22 lambda =  -0.3215928 
## Iteration 23 lambda =  -0.3215929 
## Iteration 24 lambda =  -0.321593 
## Iteration 1 lambda =  0.351763 
## Iteration 2 lambda =  0.0276445 
## Iteration 3 lambda =  -0.1344147 
## Iteration 4 lambda =  -0.2154444 
## Iteration 5 lambda =  -0.2559592 
## Iteration 6 lambda =  -0.2762166 
## Iteration 7 lambda =  -0.2863453 
## Iteration 8 lambda =  -0.2914096 
## Iteration 9 lambda =  -0.2939418 
## Iteration 10 lambda =  -0.2952079 
## Iteration 11 lambda =  -0.295841 
## Iteration 12 lambda =  -0.2961575 
## Iteration 13 lambda =  -0.2963157 
## Iteration 14 lambda =  -0.2963949 
## Iteration 15 lambda =  -0.2964344 
## Iteration 16 lambda =  -0.2964542 
## Iteration 17 lambda =  -0.2964641 
## Iteration 18 lambda =  -0.2964691 
## Iteration 19 lambda =  -0.2964715 
## Iteration 20 lambda =  -0.2964728 
## Iteration 21 lambda =  -0.2964734 
## Iteration 22 lambda =  -0.2964737 
## Iteration 23 lambda =  -0.2964738 
## Iteration 24 lambda =  -0.2964739 
## Iteration 1 lambda =  0.3194143 
## Iteration 2 lambda =  -0.02087855 
## Iteration 3 lambda =  -0.191025 
## Iteration 4 lambda =  -0.2760982 
## Iteration 5 lambda =  -0.3186348 
## Iteration 6 lambda =  -0.3399031 
## Iteration 7 lambda =  -0.3505372 
## Iteration 8 lambda =  -0.3558543 
## Iteration 9 lambda =  -0.3585129 
## Iteration 10 lambda =  -0.3598421 
## Iteration 11 lambda =  -0.3605068 
## Iteration 12 lambda =  -0.3608391 
## Iteration 13 lambda =  -0.3610052 
## Iteration 14 lambda =  -0.3610883 
## Iteration 15 lambda =  -0.3611299 
## Iteration 16 lambda =  -0.3611506 
## Iteration 17 lambda =  -0.361161 
## Iteration 18 lambda =  -0.3611662 
## Iteration 19 lambda =  -0.3611688 
## Iteration 20 lambda =  -0.3611701 
## Iteration 21 lambda =  -0.3611707 
## Iteration 22 lambda =  -0.3611711 
## Iteration 23 lambda =  -0.3611712 
## Iteration 24 lambda =  -0.3611713 
## Iteration 1 lambda =  0.3633185 
## Iteration 2 lambda =  0.04497778 
## Iteration 3 lambda =  -0.1141926 
## Iteration 4 lambda =  -0.1937778 
## Iteration 5 lambda =  -0.2335704 
## Iteration 6 lambda =  -0.2534667 
## Iteration 7 lambda =  -0.2634148 
## Iteration 8 lambda =  -0.2683889 
## Iteration 9 lambda =  -0.2708759 
## Iteration 10 lambda =  -0.2721194 
## Iteration 11 lambda =  -0.2727412 
## Iteration 12 lambda =  -0.2730521 
## Iteration 13 lambda =  -0.2732075 
## Iteration 14 lambda =  -0.2732852 
## Iteration 15 lambda =  -0.2733241 
## Iteration 16 lambda =  -0.2733435 
## Iteration 17 lambda =  -0.2733532 
## Iteration 18 lambda =  -0.2733581 
## Iteration 19 lambda =  -0.2733605 
## Iteration 20 lambda =  -0.2733617 
## Iteration 21 lambda =  -0.2733624 
## Iteration 22 lambda =  -0.2733627 
## Iteration 23 lambda =  -0.2733628 
## Iteration 24 lambda =  -0.2733629 
## Iteration 1 lambda =  0.312172 
## Iteration 2 lambda =  -0.03174194 
## Iteration 3 lambda =  -0.2036989 
## Iteration 4 lambda =  -0.2896774 
## Iteration 5 lambda =  -0.3326667 
## Iteration 6 lambda =  -0.3541613 
## Iteration 7 lambda =  -0.3649086 
## Iteration 8 lambda =  -0.3702823 
## Iteration 9 lambda =  -0.3729691 
## Iteration 10 lambda =  -0.3743125 
## Iteration 11 lambda =  -0.3749842 
## Iteration 12 lambda =  -0.3753201 
## Iteration 13 lambda =  -0.375488 
## Iteration 14 lambda =  -0.375572 
## Iteration 15 lambda =  -0.3756139 
## Iteration 16 lambda =  -0.3756349 
## Iteration 17 lambda =  -0.3756454 
## Iteration 18 lambda =  -0.3756507 
## Iteration 19 lambda =  -0.3756533 
## Iteration 20 lambda =  -0.3756546 
## Iteration 21 lambda =  -0.3756553 
## Iteration 22 lambda =  -0.3756556 
## Iteration 23 lambda =  -0.3756558 
## Iteration 24 lambda =  -0.3756558 
## Iteration 1 lambda =  0.3334447 
## Iteration 2 lambda =  0.0001670961 
## Iteration 3 lambda =  -0.1664717 
## Iteration 4 lambda =  -0.2497911 
## Iteration 5 lambda =  -0.2914508 
## Iteration 6 lambda =  -0.3122807 
## Iteration 7 lambda =  -0.3226956 
## Iteration 8 lambda =  -0.3279031 
## Iteration 9 lambda =  -0.3305068 
## Iteration 10 lambda =  -0.3318087 
## Iteration 11 lambda =  -0.3324596 
## Iteration 12 lambda =  -0.3327851 
## Iteration 13 lambda =  -0.3329478 
## Iteration 14 lambda =  -0.3330292 
## Iteration 15 lambda =  -0.3330699 
## Iteration 16 lambda =  -0.3330902 
## Iteration 17 lambda =  -0.3331004 
## Iteration 18 lambda =  -0.3331055 
## Iteration 19 lambda =  -0.333108 
## Iteration 20 lambda =  -0.3331093 
## Iteration 21 lambda =  -0.3331099 
## Iteration 22 lambda =  -0.3331102 
## Iteration 23 lambda =  -0.3331104 
## Iteration 24 lambda =  -0.3331105 
## Iteration 1 lambda =  0.3653173 
## Iteration 2 lambda =  0.04797597 
## Iteration 3 lambda =  -0.1106947 
## Iteration 4 lambda =  -0.19003 
## Iteration 5 lambda =  -0.2296977 
## Iteration 6 lambda =  -0.2495315 
## Iteration 7 lambda =  -0.2594485 
## Iteration 8 lambda =  -0.2644069 
## Iteration 9 lambda =  -0.2668861 
## Iteration 10 lambda =  -0.2681258 
## Iteration 11 lambda =  -0.2687456 
## Iteration 12 lambda =  -0.2690555 
## Iteration 13 lambda =  -0.2692104 
## Iteration 14 lambda =  -0.2692879 
## Iteration 15 lambda =  -0.2693266 
## Iteration 16 lambda =  -0.269346 
## Iteration 17 lambda =  -0.2693557 
## Iteration 18 lambda =  -0.2693605 
## Iteration 19 lambda =  -0.269363 
## Iteration 20 lambda =  -0.2693642 
## Iteration 21 lambda =  -0.2693648 
## Iteration 22 lambda =  -0.2693651 
## Iteration 23 lambda =  -0.2693652 
## Iteration 24 lambda =  -0.2693653 
## Iteration 1 lambda =  0.2530744 
## Iteration 2 lambda =  -0.1203885 
## Iteration 3 lambda =  -0.3071199 
## Iteration 4 lambda =  -0.4004856 
## Iteration 5 lambda =  -0.4471684 
## Iteration 6 lambda =  -0.4705099 
## Iteration 7 lambda =  -0.4821806 
## Iteration 8 lambda =  -0.4880159 
## Iteration 9 lambda =  -0.4909336 
## Iteration 10 lambda =  -0.4923924 
## Iteration 11 lambda =  -0.4931219 
## Iteration 12 lambda =  -0.4934866 
## Iteration 13 lambda =  -0.4936689 
## Iteration 14 lambda =  -0.4937601 
## Iteration 15 lambda =  -0.4938057 
## Iteration 16 lambda =  -0.4938285 
## Iteration 17 lambda =  -0.4938399 
## Iteration 18 lambda =  -0.4938456 
## Iteration 19 lambda =  -0.4938484 
## Iteration 20 lambda =  -0.4938499 
## Iteration 21 lambda =  -0.4938506 
## Iteration 22 lambda =  -0.4938509 
## Iteration 23 lambda =  -0.4938511 
## Iteration 24 lambda =  -0.4938512 
## Iteration 1 lambda =  0.3033998 
## Iteration 2 lambda =  -0.04490035 
## Iteration 3 lambda =  -0.2190504 
## Iteration 4 lambda =  -0.3061254 
## Iteration 5 lambda =  -0.349663 
## Iteration 6 lambda =  -0.3714317 
## Iteration 7 lambda =  -0.3823161 
## Iteration 8 lambda =  -0.3877583 
## Iteration 9 lambda =  -0.3904794 
## Iteration 10 lambda =  -0.3918399 
## Iteration 11 lambda =  -0.3925202 
## Iteration 12 lambda =  -0.3928603 
## Iteration 13 lambda =  -0.3930304 
## Iteration 14 lambda =  -0.3931154 
## Iteration 15 lambda =  -0.3931579 
## Iteration 16 lambda =  -0.3931792 
## Iteration 17 lambda =  -0.3931898 
## Iteration 18 lambda =  -0.3931951 
## Iteration 19 lambda =  -0.3931978 
## Iteration 20 lambda =  -0.3931991 
## Iteration 21 lambda =  -0.3931998 
## Iteration 22 lambda =  -0.3932001 
## Iteration 23 lambda =  -0.3932003 
## Iteration 24 lambda =  -0.3932004 
## Iteration 1 lambda =  0.2780782 
## Iteration 2 lambda =  -0.08288276 
## Iteration 3 lambda =  -0.2633632 
## Iteration 4 lambda =  -0.3536034 
## Iteration 5 lambda =  -0.3987236 
## Iteration 6 lambda =  -0.4212836 
## Iteration 7 lambda =  -0.4325637 
## Iteration 8 lambda =  -0.4382037 
## Iteration 9 lambda =  -0.4410237 
## Iteration 10 lambda =  -0.4424337 
## Iteration 11 lambda =  -0.4431387 
## Iteration 12 lambda =  -0.4434912 
## Iteration 13 lambda =  -0.4436674 
## Iteration 14 lambda =  -0.4437556 
## Iteration 15 lambda =  -0.4437996 
## Iteration 16 lambda =  -0.4438216 
## Iteration 17 lambda =  -0.4438327 
## Iteration 18 lambda =  -0.4438382 
## Iteration 19 lambda =  -0.4438409 
## Iteration 20 lambda =  -0.4438423 
## Iteration 21 lambda =  -0.443843 
## Iteration 22 lambda =  -0.4438433 
## Iteration 23 lambda =  -0.4438435 
## Iteration 24 lambda =  -0.4438436 
## Iteration 1 lambda =  0.3427765 
## Iteration 2 lambda =  0.01416478 
## Iteration 3 lambda =  -0.1501411 
## Iteration 4 lambda =  -0.232294 
## Iteration 5 lambda =  -0.2733705 
## Iteration 6 lambda =  -0.2939087 
## Iteration 7 lambda =  -0.3041778 
## Iteration 8 lambda =  -0.3093124 
## Iteration 9 lambda =  -0.3118797 
## Iteration 10 lambda =  -0.3131633 
## Iteration 11 lambda =  -0.3138051 
## Iteration 12 lambda =  -0.314126 
## Iteration 13 lambda =  -0.3142865 
## Iteration 14 lambda =  -0.3143667 
## Iteration 15 lambda =  -0.3144068 
## Iteration 16 lambda =  -0.3144269 
## Iteration 17 lambda =  -0.3144369 
## Iteration 18 lambda =  -0.3144419 
## Iteration 19 lambda =  -0.3144445 
## Iteration 20 lambda =  -0.3144457 
## Iteration 21 lambda =  -0.3144463 
## Iteration 22 lambda =  -0.3144466 
## Iteration 23 lambda =  -0.3144468 
## Iteration 24 lambda =  -0.3144469 
## Iteration 1 lambda =  0.255958 
## Iteration 2 lambda =  -0.116063 
## Iteration 3 lambda =  -0.3020735 
## Iteration 4 lambda =  -0.3950787 
## Iteration 5 lambda =  -0.4415813 
## Iteration 6 lambda =  -0.4648326 
## Iteration 7 lambda =  -0.4764583 
## Iteration 8 lambda =  -0.4822711 
## Iteration 9 lambda =  -0.4851775 
## Iteration 10 lambda =  -0.4866307 
## Iteration 11 lambda =  -0.4873573 
## Iteration 12 lambda =  -0.4877206 
## Iteration 13 lambda =  -0.4879023 
## Iteration 14 lambda =  -0.4879931 
## Iteration 15 lambda =  -0.4880385 
## Iteration 16 lambda =  -0.4880612 
## Iteration 17 lambda =  -0.4880726 
## Iteration 18 lambda =  -0.4880783 
## Iteration 19 lambda =  -0.4880811 
## Iteration 20 lambda =  -0.4880825 
## Iteration 21 lambda =  -0.4880832 
## Iteration 22 lambda =  -0.4880836 
## Iteration 23 lambda =  -0.4880838 
## Iteration 24 lambda =  -0.4880839 
## Iteration 1 lambda =  0.2574925 
## Iteration 2 lambda =  -0.1137613 
## Iteration 3 lambda =  -0.2993882 
## Iteration 4 lambda =  -0.3922016 
## Iteration 5 lambda =  -0.4386084 
## Iteration 6 lambda =  -0.4618117 
## Iteration 7 lambda =  -0.4734134 
## Iteration 8 lambda =  -0.4792142 
## Iteration 9 lambda =  -0.4821147 
## Iteration 10 lambda =  -0.4835649 
## Iteration 11 lambda =  -0.48429 
## Iteration 12 lambda =  -0.4846525 
## Iteration 13 lambda =  -0.4848338 
## Iteration 14 lambda =  -0.4849245 
## Iteration 15 lambda =  -0.4849698 
## Iteration 16 lambda =  -0.4849924 
## Iteration 17 lambda =  -0.4850038 
## Iteration 18 lambda =  -0.4850094 
## Iteration 19 lambda =  -0.4850123 
## Iteration 20 lambda =  -0.4850137 
## Iteration 21 lambda =  -0.4850144 
## Iteration 22 lambda =  -0.4850147 
## Iteration 23 lambda =  -0.4850149 
## Iteration 24 lambda =  -0.485015 
## Iteration 1 lambda =  0.3376178 
## Iteration 2 lambda =  0.006426699 
## Iteration 3 lambda =  -0.1591689 
## Iteration 4 lambda =  -0.2419666 
## Iteration 5 lambda =  -0.2833655 
## Iteration 6 lambda =  -0.304065 
## Iteration 7 lambda =  -0.3144147 
## Iteration 8 lambda =  -0.3195895 
## Iteration 9 lambda =  -0.322177 
## Iteration 10 lambda =  -0.3234707 
## Iteration 11 lambda =  -0.3241175 
## Iteration 12 lambda =  -0.324441 
## Iteration 13 lambda =  -0.3246027 
## Iteration 14 lambda =  -0.3246835 
## Iteration 15 lambda =  -0.324724 
## Iteration 16 lambda =  -0.3247442 
## Iteration 17 lambda =  -0.3247543 
## Iteration 18 lambda =  -0.3247593 
## Iteration 19 lambda =  -0.3247619 
## Iteration 20 lambda =  -0.3247631 
## Iteration 21 lambda =  -0.3247638 
## Iteration 22 lambda =  -0.3247641 
## Iteration 23 lambda =  -0.3247642 
## Iteration 24 lambda =  -0.3247643 
## Iteration 1 lambda =  0.2645997 
## Iteration 2 lambda =  -0.1031005 
## Iteration 3 lambda =  -0.2869506 
## Iteration 4 lambda =  -0.3788756 
## Iteration 5 lambda =  -0.4248381 
## Iteration 6 lambda =  -0.4478194 
## Iteration 7 lambda =  -0.45931 
## Iteration 8 lambda =  -0.4650553 
## Iteration 9 lambda =  -0.467928 
## Iteration 10 lambda =  -0.4693643 
## Iteration 11 lambda =  -0.4700825 
## Iteration 12 lambda =  -0.4704416 
## Iteration 13 lambda =  -0.4706211 
## Iteration 14 lambda =  -0.4707109 
## Iteration 15 lambda =  -0.4707558 
## Iteration 16 lambda =  -0.4707782 
## Iteration 17 lambda =  -0.4707894 
## Iteration 18 lambda =  -0.470795 
## Iteration 19 lambda =  -0.4707978 
## Iteration 20 lambda =  -0.4707992 
## Iteration 21 lambda =  -0.4707999 
## Iteration 22 lambda =  -0.4708003 
## Iteration 23 lambda =  -0.4708005 
## Iteration 24 lambda =  -0.4708006 
## Iteration 1 lambda =  0.3427315 
## Iteration 2 lambda =  0.01409719 
## Iteration 3 lambda =  -0.1502199 
## Iteration 4 lambda =  -0.2323785 
## Iteration 5 lambda =  -0.2734578 
## Iteration 6 lambda =  -0.2939974 
## Iteration 7 lambda =  -0.3042673 
## Iteration 8 lambda =  -0.3094022 
## Iteration 9 lambda =  -0.3119696 
## Iteration 10 lambda =  -0.3132534 
## Iteration 11 lambda =  -0.3138952 
## Iteration 12 lambda =  -0.3142161 
## Iteration 13 lambda =  -0.3143766 
## Iteration 14 lambda =  -0.3144568 
## Iteration 15 lambda =  -0.314497 
## Iteration 16 lambda =  -0.314517 
## Iteration 17 lambda =  -0.314527 
## Iteration 18 lambda =  -0.3145321 
## Iteration 19 lambda =  -0.3145346 
## Iteration 20 lambda =  -0.3145358 
## Iteration 21 lambda =  -0.3145365 
## Iteration 22 lambda =  -0.3145368 
## Iteration 23 lambda =  -0.3145369 
## Iteration 24 lambda =  -0.314537 
## Iteration 1 lambda =  0.2618096 
## Iteration 2 lambda =  -0.1072856 
## Iteration 3 lambda =  -0.2918332 
## Iteration 4 lambda =  -0.384107 
## Iteration 5 lambda =  -0.4302439 
## Iteration 6 lambda =  -0.4533123 
## Iteration 7 lambda =  -0.4648465 
## Iteration 8 lambda =  -0.4706137 
## Iteration 9 lambda =  -0.4734972 
## Iteration 10 lambda =  -0.474939 
## Iteration 11 lambda =  -0.4756599 
## Iteration 12 lambda =  -0.4760203 
## Iteration 13 lambda =  -0.4762005 
## Iteration 14 lambda =  -0.4762907 
## Iteration 15 lambda =  -0.4763357 
## Iteration 16 lambda =  -0.4763582 
## Iteration 17 lambda =  -0.4763695 
## Iteration 18 lambda =  -0.4763751 
## Iteration 19 lambda =  -0.476378 
## Iteration 20 lambda =  -0.4763794 
## Iteration 21 lambda =  -0.4763801 
## Iteration 22 lambda =  -0.4763804 
## Iteration 23 lambda =  -0.4763806 
## Iteration 24 lambda =  -0.4763807 
## Iteration 1 lambda =  0.2560875 
## Iteration 2 lambda =  -0.1158687 
## Iteration 3 lambda =  -0.3018468 
## Iteration 4 lambda =  -0.3948359 
## Iteration 5 lambda =  -0.4413304 
## Iteration 6 lambda =  -0.4645777 
## Iteration 7 lambda =  -0.4762013 
## Iteration 8 lambda =  -0.4820131 
## Iteration 9 lambda =  -0.4849191 
## Iteration 10 lambda =  -0.486372 
## Iteration 11 lambda =  -0.4870985 
## Iteration 12 lambda =  -0.4874617 
## Iteration 13 lambda =  -0.4876433 
## Iteration 14 lambda =  -0.4877342 
## Iteration 15 lambda =  -0.4877796 
## Iteration 16 lambda =  -0.4878023 
## Iteration 17 lambda =  -0.4878136 
## Iteration 18 lambda =  -0.4878193 
## Iteration 19 lambda =  -0.4878221 
## Iteration 20 lambda =  -0.4878235 
## Iteration 21 lambda =  -0.4878243 
## Iteration 22 lambda =  -0.4878246 
## Iteration 23 lambda =  -0.4878248 
## Iteration 24 lambda =  -0.4878249 
## Iteration 1 lambda =  0.3213529 
## Iteration 2 lambda =  -0.01797064 
## Iteration 3 lambda =  -0.1876324 
## Iteration 4 lambda =  -0.2724633 
## Iteration 5 lambda =  -0.3148787 
## Iteration 6 lambda =  -0.3360865 
## Iteration 7 lambda =  -0.3466903 
## Iteration 8 lambda =  -0.3519923 
## Iteration 9 lambda =  -0.3546432 
## Iteration 10 lambda =  -0.3559687 
## Iteration 11 lambda =  -0.3566315 
## Iteration 12 lambda =  -0.3569628 
## Iteration 13 lambda =  -0.3571285 
## Iteration 14 lambda =  -0.3572113 
## Iteration 15 lambda =  -0.3572528 
## Iteration 16 lambda =  -0.3572735 
## Iteration 17 lambda =  -0.3572838 
## Iteration 18 lambda =  -0.357289 
## Iteration 19 lambda =  -0.3572916 
## Iteration 20 lambda =  -0.3572929 
## Iteration 21 lambda =  -0.3572935 
## Iteration 22 lambda =  -0.3572939 
## Iteration 23 lambda =  -0.357294 
## Iteration 24 lambda =  -0.3572941 
## Iteration 1 lambda =  0.301909 
## Iteration 2 lambda =  -0.04713646 
## Iteration 3 lambda =  -0.2216592 
## Iteration 4 lambda =  -0.3089206 
## Iteration 5 lambda =  -0.3525513 
## Iteration 6 lambda =  -0.3743666 
## Iteration 7 lambda =  -0.3852743 
## Iteration 8 lambda =  -0.3907281 
## Iteration 9 lambda =  -0.393455 
## Iteration 10 lambda =  -0.3948185 
## Iteration 11 lambda =  -0.3955002 
## Iteration 12 lambda =  -0.3958411 
## Iteration 13 lambda =  -0.3960115 
## Iteration 14 lambda =  -0.3960967 
## Iteration 15 lambda =  -0.3961393 
## Iteration 16 lambda =  -0.3961606 
## Iteration 17 lambda =  -0.3961713 
## Iteration 18 lambda =  -0.3961766 
## Iteration 19 lambda =  -0.3961793 
## Iteration 20 lambda =  -0.3961806 
## Iteration 21 lambda =  -0.3961813 
## Iteration 22 lambda =  -0.3961816 
## Iteration 23 lambda =  -0.3961818 
## Iteration 24 lambda =  -0.3961819 
## Iteration 1 lambda =  0.3158627 
## Iteration 2 lambda =  -0.0262059 
## Iteration 3 lambda =  -0.1972402 
## Iteration 4 lambda =  -0.2827574 
## Iteration 5 lambda =  -0.325516 
## Iteration 6 lambda =  -0.3468952 
## Iteration 7 lambda =  -0.3575849 
## Iteration 8 lambda =  -0.3629297 
## Iteration 9 lambda =  -0.3656021 
## Iteration 10 lambda =  -0.3669383 
## Iteration 11 lambda =  -0.3676064 
## Iteration 12 lambda =  -0.3679405 
## Iteration 13 lambda =  -0.3681075 
## Iteration 14 lambda =  -0.368191 
## Iteration 15 lambda =  -0.3682328 
## Iteration 16 lambda =  -0.3682537 
## Iteration 17 lambda =  -0.3682641 
## Iteration 18 lambda =  -0.3682693 
## Iteration 19 lambda =  -0.3682719 
## Iteration 20 lambda =  -0.3682732 
## Iteration 21 lambda =  -0.3682739 
## Iteration 22 lambda =  -0.3682742 
## Iteration 23 lambda =  -0.3682744 
## Iteration 24 lambda =  -0.3682745 
## Iteration 1 lambda =  0.3032369 
## Iteration 2 lambda =  -0.04514462 
## Iteration 3 lambda =  -0.2193354 
## Iteration 4 lambda =  -0.3064308 
## Iteration 5 lambda =  -0.3499785 
## Iteration 6 lambda =  -0.3717523 
## Iteration 7 lambda =  -0.3826392 
## Iteration 8 lambda =  -0.3880827 
## Iteration 9 lambda =  -0.3908044 
## Iteration 10 lambda =  -0.3921653 
## Iteration 11 lambda =  -0.3928457 
## Iteration 12 lambda =  -0.3931859 
## Iteration 13 lambda =  -0.3933561 
## Iteration 14 lambda =  -0.3934411 
## Iteration 15 lambda =  -0.3934836 
## Iteration 16 lambda =  -0.3935049 
## Iteration 17 lambda =  -0.3935155 
## Iteration 18 lambda =  -0.3935208 
## Iteration 19 lambda =  -0.3935235 
## Iteration 20 lambda =  -0.3935248 
## Iteration 21 lambda =  -0.3935255 
## Iteration 22 lambda =  -0.3935258 
## Iteration 23 lambda =  -0.393526 
## Iteration 24 lambda =  -0.3935261 
## Iteration 1 lambda =  0.3262755 
## Iteration 2 lambda =  -0.01058668 
## Iteration 3 lambda =  -0.1790178 
## Iteration 4 lambda =  -0.2632334 
## Iteration 5 lambda =  -0.3053411 
## Iteration 6 lambda =  -0.326395 
## Iteration 7 lambda =  -0.336922 
## Iteration 8 lambda =  -0.3421854 
## Iteration 9 lambda =  -0.3448172 
## Iteration 10 lambda =  -0.346133 
## Iteration 11 lambda =  -0.346791 
## Iteration 12 lambda =  -0.3471199 
## Iteration 13 lambda =  -0.3472844 
## Iteration 14 lambda =  -0.3473667 
## Iteration 15 lambda =  -0.3474078 
## Iteration 16 lambda =  -0.3474283 
## Iteration 17 lambda =  -0.3474386 
## Iteration 18 lambda =  -0.3474438 
## Iteration 19 lambda =  -0.3474463 
## Iteration 20 lambda =  -0.3474476 
## Iteration 21 lambda =  -0.3474483 
## Iteration 22 lambda =  -0.3474486 
## Iteration 23 lambda =  -0.3474487 
## Iteration 24 lambda =  -0.3474488 
## Iteration 1 lambda =  0.3115421 
## Iteration 2 lambda =  -0.03268687 
## Iteration 3 lambda =  -0.2048013 
## Iteration 4 lambda =  -0.2908586 
## Iteration 5 lambda =  -0.3338872 
## Iteration 6 lambda =  -0.3554015 
## Iteration 7 lambda =  -0.3661587 
## Iteration 8 lambda =  -0.3715372 
## Iteration 9 lambda =  -0.3742265 
## Iteration 10 lambda =  -0.3755712 
## Iteration 11 lambda =  -0.3762435 
## Iteration 12 lambda =  -0.3765797 
## Iteration 13 lambda =  -0.3767477 
## Iteration 14 lambda =  -0.3768318 
## Iteration 15 lambda =  -0.3768738 
## Iteration 16 lambda =  -0.3768948 
## Iteration 17 lambda =  -0.3769053 
## Iteration 18 lambda =  -0.3769106 
## Iteration 19 lambda =  -0.3769132 
## Iteration 20 lambda =  -0.3769145 
## Iteration 21 lambda =  -0.3769152 
## Iteration 22 lambda =  -0.3769155 
## Iteration 23 lambda =  -0.3769157 
## Iteration 24 lambda =  -0.3769157 
## Iteration 1 lambda =  0.2625256 
## Iteration 2 lambda =  -0.1062116 
## Iteration 3 lambda =  -0.2905802 
## Iteration 4 lambda =  -0.3827645 
## Iteration 5 lambda =  -0.4288567 
## Iteration 6 lambda =  -0.4519028 
## Iteration 7 lambda =  -0.4634258 
## Iteration 8 lambda =  -0.4691873 
## Iteration 9 lambda =  -0.4720681 
## Iteration 10 lambda =  -0.4735085 
## Iteration 11 lambda =  -0.4742287 
## Iteration 12 lambda =  -0.4745887 
## Iteration 13 lambda =  -0.4747688 
## Iteration 14 lambda =  -0.4748588 
## Iteration 15 lambda =  -0.4749038 
## Iteration 16 lambda =  -0.4749263 
## Iteration 17 lambda =  -0.4749376 
## Iteration 18 lambda =  -0.4749432 
## Iteration 19 lambda =  -0.474946 
## Iteration 20 lambda =  -0.4749474 
## Iteration 21 lambda =  -0.4749481 
## Iteration 22 lambda =  -0.4749485 
## Iteration 23 lambda =  -0.4749487 
## Iteration 24 lambda =  -0.4749488 
## Iteration 1 lambda =  0.3135972 
## Iteration 2 lambda =  -0.02960418 
## Iteration 3 lambda =  -0.2012049 
## Iteration 4 lambda =  -0.2870052 
## Iteration 5 lambda =  -0.3299054 
## Iteration 6 lambda =  -0.3513555 
## Iteration 7 lambda =  -0.3620805 
## Iteration 8 lambda =  -0.3674431 
## Iteration 9 lambda =  -0.3701243 
## Iteration 10 lambda =  -0.3714649 
## Iteration 11 lambda =  -0.3721353 
## Iteration 12 lambda =  -0.3724704 
## Iteration 13 lambda =  -0.372638 
## Iteration 14 lambda =  -0.3727218 
## Iteration 15 lambda =  -0.3727637 
## Iteration 16 lambda =  -0.3727846 
## Iteration 17 lambda =  -0.3727951 
## Iteration 18 lambda =  -0.3728003 
## Iteration 19 lambda =  -0.372803 
## Iteration 20 lambda =  -0.3728043 
## Iteration 21 lambda =  -0.3728049 
## Iteration 22 lambda =  -0.3728052 
## Iteration 23 lambda =  -0.3728054 
## Iteration 24 lambda =  -0.3728055 
## Iteration 1 lambda =  0.2889046 
## Iteration 2 lambda =  -0.06664317 
## Iteration 3 lambda =  -0.244417 
## Iteration 4 lambda =  -0.333304 
## Iteration 5 lambda =  -0.3777474 
## Iteration 6 lambda =  -0.3999692 
## Iteration 7 lambda =  -0.41108 
## Iteration 8 lambda =  -0.4166355 
## Iteration 9 lambda =  -0.4194132 
## Iteration 10 lambda =  -0.420802 
## Iteration 11 lambda =  -0.4214965 
## Iteration 12 lambda =  -0.4218437 
## Iteration 13 lambda =  -0.4220173 
## Iteration 14 lambda =  -0.4221041 
## Iteration 15 lambda =  -0.4221475 
## Iteration 16 lambda =  -0.4221692 
## Iteration 17 lambda =  -0.42218 
## Iteration 18 lambda =  -0.4221855 
## Iteration 19 lambda =  -0.4221882 
## Iteration 20 lambda =  -0.4221895 
## Iteration 21 lambda =  -0.4221902 
## Iteration 22 lambda =  -0.4221905 
## Iteration 23 lambda =  -0.4221907 
## Iteration 24 lambda =  -0.4221908 
## Iteration 1 lambda =  0.3244353 
## Iteration 2 lambda =  -0.01334709 
## Iteration 3 lambda =  -0.1822383 
## Iteration 4 lambda =  -0.2666839 
## Iteration 5 lambda =  -0.3089067 
## Iteration 6 lambda =  -0.3300181 
## Iteration 7 lambda =  -0.3405738 
## Iteration 8 lambda =  -0.3458516 
## Iteration 9 lambda =  -0.3484905 
## Iteration 10 lambda =  -0.34981 
## Iteration 11 lambda =  -0.3504697 
## Iteration 12 lambda =  -0.3507996 
## Iteration 13 lambda =  -0.3509645 
## Iteration 14 lambda =  -0.351047 
## Iteration 15 lambda =  -0.3510882 
## Iteration 16 lambda =  -0.3511088 
## Iteration 17 lambda =  -0.3511192 
## Iteration 18 lambda =  -0.3511243 
## Iteration 19 lambda =  -0.3511269 
## Iteration 20 lambda =  -0.3511282 
## Iteration 21 lambda =  -0.3511288 
## Iteration 22 lambda =  -0.3511291 
## Iteration 23 lambda =  -0.3511293 
## Iteration 24 lambda =  -0.3511294 
## Iteration 1 lambda =  0.2952248 
## Iteration 2 lambda =  -0.05716277 
## Iteration 3 lambda =  -0.2333566 
## Iteration 4 lambda =  -0.3214535 
## Iteration 5 lambda =  -0.3655019 
## Iteration 6 lambda =  -0.3875261 
## Iteration 7 lambda =  -0.3985382 
## Iteration 8 lambda =  -0.4040443 
## Iteration 9 lambda =  -0.4067973 
## Iteration 10 lambda =  -0.4081738 
## Iteration 11 lambda =  -0.4088621 
## Iteration 12 lambda =  -0.4092062 
## Iteration 13 lambda =  -0.4093783 
## Iteration 14 lambda =  -0.4094643 
## Iteration 15 lambda =  -0.4095073 
## Iteration 16 lambda =  -0.4095288 
## Iteration 17 lambda =  -0.4095396 
## Iteration 18 lambda =  -0.409545 
## Iteration 19 lambda =  -0.4095477 
## Iteration 20 lambda =  -0.409549 
## Iteration 21 lambda =  -0.4095497 
## Iteration 22 lambda =  -0.40955 
## Iteration 23 lambda =  -0.4095502 
## Iteration 24 lambda =  -0.4095503 
## Iteration 1 lambda =  0.2402733 
## Iteration 2 lambda =  -0.1395901 
## Iteration 3 lambda =  -0.3295218 
## Iteration 4 lambda =  -0.4244876 
## Iteration 5 lambda =  -0.4719705 
## Iteration 6 lambda =  -0.495712 
## Iteration 7 lambda =  -0.5075827 
## Iteration 8 lambda =  -0.5135181 
## Iteration 9 lambda =  -0.5164858 
## Iteration 10 lambda =  -0.5179696 
## Iteration 11 lambda =  -0.5187115 
## Iteration 12 lambda =  -0.5190825 
## Iteration 13 lambda =  -0.519268 
## Iteration 14 lambda =  -0.5193607 
## Iteration 15 lambda =  -0.5194071 
## Iteration 16 lambda =  -0.5194303 
## Iteration 17 lambda =  -0.5194418 
## Iteration 18 lambda =  -0.5194476 
## Iteration 19 lambda =  -0.5194505 
## Iteration 20 lambda =  -0.519452 
## Iteration 21 lambda =  -0.5194527 
## Iteration 22 lambda =  -0.5194531 
## Iteration 23 lambda =  -0.5194533 
## Iteration 24 lambda =  -0.5194533 
## Iteration 1 lambda =  0.3532033 
## Iteration 2 lambda =  0.02980492 
## Iteration 3 lambda =  -0.1318943 
## Iteration 4 lambda =  -0.2127439 
## Iteration 5 lambda =  -0.2531686 
## Iteration 6 lambda =  -0.273381 
## Iteration 7 lambda =  -0.2834872 
## Iteration 8 lambda =  -0.2885403 
## Iteration 9 lambda =  -0.2910669 
## Iteration 10 lambda =  -0.2923302 
## Iteration 11 lambda =  -0.2929618 
## Iteration 12 lambda =  -0.2932776 
## Iteration 13 lambda =  -0.2934355 
## Iteration 14 lambda =  -0.2935145 
## Iteration 15 lambda =  -0.293554 
## Iteration 16 lambda =  -0.2935737 
## Iteration 17 lambda =  -0.2935836 
## Iteration 18 lambda =  -0.2935885 
## Iteration 19 lambda =  -0.293591 
## Iteration 20 lambda =  -0.2935922 
## Iteration 21 lambda =  -0.2935928 
## Iteration 22 lambda =  -0.2935931 
## Iteration 23 lambda =  -0.2935933 
## Iteration 24 lambda =  -0.2935934 
## Iteration 1 lambda =  0.2851542 
## Iteration 2 lambda =  -0.0722687 
## Iteration 3 lambda =  -0.2509801 
## Iteration 4 lambda =  -0.3403359 
## Iteration 5 lambda =  -0.3850137 
## Iteration 6 lambda =  -0.4073527 
## Iteration 7 lambda =  -0.4185221 
## Iteration 8 lambda =  -0.4241069 
## Iteration 9 lambda =  -0.4268992 
## Iteration 10 lambda =  -0.4282954 
## Iteration 11 lambda =  -0.4289935 
## Iteration 12 lambda =  -0.4293425 
## Iteration 13 lambda =  -0.4295171 
## Iteration 14 lambda =  -0.4296043 
## Iteration 15 lambda =  -0.429648 
## Iteration 16 lambda =  -0.4296698 
## Iteration 17 lambda =  -0.4296807 
## Iteration 18 lambda =  -0.4296861 
## Iteration 19 lambda =  -0.4296889 
## Iteration 20 lambda =  -0.4296902 
## Iteration 21 lambda =  -0.4296909 
## Iteration 22 lambda =  -0.4296913 
## Iteration 23 lambda =  -0.4296914 
## Iteration 24 lambda =  -0.4296915 
## Iteration 1 lambda =  0.3100327 
## Iteration 2 lambda =  -0.03495101 
## Iteration 3 lambda =  -0.2074428 
## Iteration 4 lambda =  -0.2936888 
## Iteration 5 lambda =  -0.3368117 
## Iteration 6 lambda =  -0.3583732 
## Iteration 7 lambda =  -0.3691539 
## Iteration 8 lambda =  -0.3745443 
## Iteration 9 lambda =  -0.3772395 
## Iteration 10 lambda =  -0.3785871 
## Iteration 11 lambda =  -0.3792609 
## Iteration 12 lambda =  -0.3795978 
## Iteration 13 lambda =  -0.3797662 
## Iteration 14 lambda =  -0.3798505 
## Iteration 15 lambda =  -0.3798926 
## Iteration 16 lambda =  -0.3799136 
## Iteration 17 lambda =  -0.3799242 
## Iteration 18 lambda =  -0.3799294 
## Iteration 19 lambda =  -0.379932 
## Iteration 20 lambda =  -0.3799334 
## Iteration 21 lambda =  -0.379934 
## Iteration 22 lambda =  -0.3799344 
## Iteration 23 lambda =  -0.3799345 
## Iteration 24 lambda =  -0.3799346 
## Iteration 1 lambda =  0.306567 
## Iteration 2 lambda =  -0.04014947 
## Iteration 3 lambda =  -0.2135077 
## Iteration 4 lambda =  -0.3001868 
## Iteration 5 lambda =  -0.3435264 
## Iteration 6 lambda =  -0.3651962 
## Iteration 7 lambda =  -0.3760311 
## Iteration 8 lambda =  -0.3814485 
## Iteration 9 lambda =  -0.3841572 
## Iteration 10 lambda =  -0.3855116 
## Iteration 11 lambda =  -0.3861888 
## Iteration 12 lambda =  -0.3865274 
## Iteration 13 lambda =  -0.3866967 
## Iteration 14 lambda =  -0.3867813 
## Iteration 15 lambda =  -0.3868236 
## Iteration 16 lambda =  -0.3868448 
## Iteration 17 lambda =  -0.3868554 
## Iteration 18 lambda =  -0.3868607 
## Iteration 19 lambda =  -0.3868633 
## Iteration 20 lambda =  -0.3868646 
## Iteration 21 lambda =  -0.3868653 
## Iteration 22 lambda =  -0.3868656 
## Iteration 23 lambda =  -0.3868658 
## Iteration 24 lambda =  -0.3868659 
## Iteration 1 lambda =  0.3370506 
## Iteration 2 lambda =  0.005575939 
## Iteration 3 lambda =  -0.1601614 
## Iteration 4 lambda =  -0.2430301 
## Iteration 5 lambda =  -0.2844644 
## Iteration 6 lambda =  -0.3051816 
## Iteration 7 lambda =  -0.3155402 
## Iteration 8 lambda =  -0.3207195 
## Iteration 9 lambda =  -0.3233091 
## Iteration 10 lambda =  -0.3246039 
## Iteration 11 lambda =  -0.3252513 
## Iteration 12 lambda =  -0.325575 
## Iteration 13 lambda =  -0.3257369 
## Iteration 14 lambda =  -0.3258178 
## Iteration 15 lambda =  -0.3258583 
## Iteration 16 lambda =  -0.3258785 
## Iteration 17 lambda =  -0.3258886 
## Iteration 18 lambda =  -0.3258937 
## Iteration 19 lambda =  -0.3258962 
## Iteration 20 lambda =  -0.3258975 
## Iteration 21 lambda =  -0.3258981 
## Iteration 22 lambda =  -0.3258984 
## Iteration 23 lambda =  -0.3258986 
## Iteration 24 lambda =  -0.3258987 
## Iteration 1 lambda =  0.3496359 
## Iteration 2 lambda =  0.02445379 
## Iteration 3 lambda =  -0.1381372 
## Iteration 4 lambda =  -0.2194328 
## Iteration 5 lambda =  -0.2600805 
## Iteration 6 lambda =  -0.2804044 
## Iteration 7 lambda =  -0.2905663 
## Iteration 8 lambda =  -0.2956473 
## Iteration 9 lambda =  -0.2981878 
## Iteration 10 lambda =  -0.299458 
## Iteration 11 lambda =  -0.3000932 
## Iteration 12 lambda =  -0.3004107 
## Iteration 13 lambda =  -0.3005695 
## Iteration 14 lambda =  -0.3006489 
## Iteration 15 lambda =  -0.3006886 
## Iteration 16 lambda =  -0.3007084 
## Iteration 17 lambda =  -0.3007184 
## Iteration 18 lambda =  -0.3007233 
## Iteration 19 lambda =  -0.3007258 
## Iteration 20 lambda =  -0.300727 
## Iteration 21 lambda =  -0.3007277 
## Iteration 22 lambda =  -0.300728 
## Iteration 23 lambda =  -0.3007281 
## Iteration 24 lambda =  -0.3007282 
## Iteration 1 lambda =  0.3083359 
## Iteration 2 lambda =  -0.03749615 
## Iteration 3 lambda =  -0.2104122 
## Iteration 4 lambda =  -0.2968702 
## Iteration 5 lambda =  -0.3400992 
## Iteration 6 lambda =  -0.3617137 
## Iteration 7 lambda =  -0.3725209 
## Iteration 8 lambda =  -0.3779246 
## Iteration 9 lambda =  -0.3806264 
## Iteration 10 lambda =  -0.3819773 
## Iteration 11 lambda =  -0.3826527 
## Iteration 12 lambda =  -0.3829905 
## Iteration 13 lambda =  -0.3831593 
## Iteration 14 lambda =  -0.3832438 
## Iteration 15 lambda =  -0.383286 
## Iteration 16 lambda =  -0.3833071 
## Iteration 17 lambda =  -0.3833176 
## Iteration 18 lambda =  -0.3833229 
## Iteration 19 lambda =  -0.3833256 
## Iteration 20 lambda =  -0.3833269 
## Iteration 21 lambda =  -0.3833275 
## Iteration 22 lambda =  -0.3833279 
## Iteration 23 lambda =  -0.383328 
## Iteration 24 lambda =  -0.3833281 
## Iteration 1 lambda =  0.3367146 
## Iteration 2 lambda =  0.005071939 
## Iteration 3 lambda =  -0.1607494 
## Iteration 4 lambda =  -0.2436601 
## Iteration 5 lambda =  -0.2851154 
## Iteration 6 lambda =  -0.3058431 
## Iteration 7 lambda =  -0.3162069 
## Iteration 8 lambda =  -0.3213888 
## Iteration 9 lambda =  -0.3239798 
## Iteration 10 lambda =  -0.3252753 
## Iteration 11 lambda =  -0.325923 
## Iteration 12 lambda =  -0.3262469 
## Iteration 13 lambda =  -0.3264088 
## Iteration 14 lambda =  -0.3264898 
## Iteration 15 lambda =  -0.3265303 
## Iteration 16 lambda =  -0.3265505 
## Iteration 17 lambda =  -0.3265606 
## Iteration 18 lambda =  -0.3265657 
## Iteration 19 lambda =  -0.3265682 
## Iteration 20 lambda =  -0.3265695 
## Iteration 21 lambda =  -0.3265701 
## Iteration 22 lambda =  -0.3265704 
## Iteration 23 lambda =  -0.3265706 
## Iteration 24 lambda =  -0.3265707 
## Iteration 1 lambda =  0.3167509 
## Iteration 2 lambda =  -0.02487363 
## Iteration 3 lambda =  -0.1956859 
## Iteration 4 lambda =  -0.281092 
## Iteration 5 lambda =  -0.3237951 
## Iteration 6 lambda =  -0.3451466 
## Iteration 7 lambda =  -0.3558224 
## Iteration 8 lambda =  -0.3611603 
## Iteration 9 lambda =  -0.3638292 
## Iteration 10 lambda =  -0.3651637 
## Iteration 11 lambda =  -0.3658309 
## Iteration 12 lambda =  -0.3661646 
## Iteration 13 lambda =  -0.3663314 
## Iteration 14 lambda =  -0.3664148 
## Iteration 15 lambda =  -0.3664565 
## Iteration 16 lambda =  -0.3664773 
## Iteration 17 lambda =  -0.3664877 
## Iteration 18 lambda =  -0.366493 
## Iteration 19 lambda =  -0.3664956 
## Iteration 20 lambda =  -0.3664969 
## Iteration 21 lambda =  -0.3664975 
## Iteration 22 lambda =  -0.3664978 
## Iteration 23 lambda =  -0.366498 
## Iteration 24 lambda =  -0.3664981 
## Iteration 1 lambda =  0.3477792 
## Iteration 2 lambda =  0.02166887 
## Iteration 3 lambda =  -0.1413863 
## Iteration 4 lambda =  -0.2229139 
## Iteration 5 lambda =  -0.2636777 
## Iteration 6 lambda =  -0.2840596 
## Iteration 7 lambda =  -0.2942506 
## Iteration 8 lambda =  -0.299346 
## Iteration 9 lambda =  -0.3018938 
## Iteration 10 lambda =  -0.3031676 
## Iteration 11 lambda =  -0.3038046 
## Iteration 12 lambda =  -0.304123 
## Iteration 13 lambda =  -0.3042823 
## Iteration 14 lambda =  -0.3043619 
## Iteration 15 lambda =  -0.3044017 
## Iteration 16 lambda =  -0.3044216 
## Iteration 17 lambda =  -0.3044316 
## Iteration 18 lambda =  -0.3044365 
## Iteration 19 lambda =  -0.304439 
## Iteration 20 lambda =  -0.3044403 
## Iteration 21 lambda =  -0.3044409 
## Iteration 22 lambda =  -0.3044412 
## Iteration 23 lambda =  -0.3044414 
## Iteration 24 lambda =  -0.3044414 
## Iteration 1 lambda =  0.3339955 
## Iteration 2 lambda =  0.0009932832 
## Iteration 3 lambda =  -0.1655078 
## Iteration 4 lambda =  -0.2487584 
## Iteration 5 lambda =  -0.2903837 
## Iteration 6 lambda =  -0.3111963 
## Iteration 7 lambda =  -0.3216026 
## Iteration 8 lambda =  -0.3268058 
## Iteration 9 lambda =  -0.3294074 
## Iteration 10 lambda =  -0.3307082 
## Iteration 11 lambda =  -0.3313586 
## Iteration 12 lambda =  -0.3316838 
## Iteration 13 lambda =  -0.3318464 
## Iteration 14 lambda =  -0.3319277 
## Iteration 15 lambda =  -0.3319683 
## Iteration 16 lambda =  -0.3319886 
## Iteration 17 lambda =  -0.3319988 
## Iteration 18 lambda =  -0.3320039 
## Iteration 19 lambda =  -0.3320064 
## Iteration 20 lambda =  -0.3320077 
## Iteration 21 lambda =  -0.3320083 
## Iteration 22 lambda =  -0.3320086 
## Iteration 23 lambda =  -0.3320088 
## Iteration 24 lambda =  -0.3320089 
## Iteration 1 lambda =  0.3001839 
## Iteration 2 lambda =  -0.04972414 
## Iteration 3 lambda =  -0.2246782 
## Iteration 4 lambda =  -0.3121552 
## Iteration 5 lambda =  -0.3558937 
## Iteration 6 lambda =  -0.3777629 
## Iteration 7 lambda =  -0.3886976 
## Iteration 8 lambda =  -0.3941649 
## Iteration 9 lambda =  -0.3968985 
## Iteration 10 lambda =  -0.3982654 
## Iteration 11 lambda =  -0.3989488 
## Iteration 12 lambda =  -0.3992905 
## Iteration 13 lambda =  -0.3994613 
## Iteration 14 lambda =  -0.3995468 
## Iteration 15 lambda =  -0.3995895 
## Iteration 16 lambda =  -0.3996108 
## Iteration 17 lambda =  -0.3996215 
## Iteration 18 lambda =  -0.3996268 
## Iteration 19 lambda =  -0.3996295 
## Iteration 20 lambda =  -0.3996308 
## Iteration 21 lambda =  -0.3996315 
## Iteration 22 lambda =  -0.3996318 
## Iteration 23 lambda =  -0.399632 
## Iteration 24 lambda =  -0.3996321 
## Iteration 1 lambda =  0.3308276 
## Iteration 2 lambda =  -0.003758548 
## Iteration 3 lambda =  -0.1710516 
## Iteration 4 lambda =  -0.2546982 
## Iteration 5 lambda =  -0.2965215 
## Iteration 6 lambda =  -0.3174331 
## Iteration 7 lambda =  -0.3278889 
## Iteration 8 lambda =  -0.3331168 
## Iteration 9 lambda =  -0.3357308 
## Iteration 10 lambda =  -0.3370378 
## Iteration 11 lambda =  -0.3376912 
## Iteration 12 lambda =  -0.338018 
## Iteration 13 lambda =  -0.3381814 
## Iteration 14 lambda =  -0.338263 
## Iteration 15 lambda =  -0.3383039 
## Iteration 16 lambda =  -0.3383243 
## Iteration 17 lambda =  -0.3383345 
## Iteration 18 lambda =  -0.3383396 
## Iteration 19 lambda =  -0.3383422 
## Iteration 20 lambda =  -0.3383435 
## Iteration 21 lambda =  -0.3383441 
## Iteration 22 lambda =  -0.3383444 
## Iteration 23 lambda =  -0.3383446 
## Iteration 24 lambda =  -0.3383447 
## Iteration 1 lambda =  0.3399673 
## Iteration 2 lambda =  0.009950957 
## Iteration 3 lambda =  -0.1550572 
## Iteration 4 lambda =  -0.2375613 
## Iteration 5 lambda =  -0.2788133 
## Iteration 6 lambda =  -0.2994394 
## Iteration 7 lambda =  -0.3097524 
## Iteration 8 lambda =  -0.3149089 
## Iteration 9 lambda =  -0.3174871 
## Iteration 10 lambda =  -0.3187763 
## Iteration 11 lambda =  -0.3194208 
## Iteration 12 lambda =  -0.3197431 
## Iteration 13 lambda =  -0.3199042 
## Iteration 14 lambda =  -0.3199848 
## Iteration 15 lambda =  -0.3200251 
## Iteration 16 lambda =  -0.3200452 
## Iteration 17 lambda =  -0.3200553 
## Iteration 18 lambda =  -0.3200604 
## Iteration 19 lambda =  -0.3200629 
## Iteration 20 lambda =  -0.3200641 
## Iteration 21 lambda =  -0.3200648 
## Iteration 22 lambda =  -0.3200651 
## Iteration 23 lambda =  -0.3200652 
## Iteration 24 lambda =  -0.3200653 
## Iteration 1 lambda =  0.297718 
## Iteration 2 lambda =  -0.05342299 
## Iteration 3 lambda =  -0.2289935 
## Iteration 4 lambda =  -0.3167787 
## Iteration 5 lambda =  -0.3606714 
## Iteration 6 lambda =  -0.3826177 
## Iteration 7 lambda =  -0.3935908 
## Iteration 8 lambda =  -0.3990774 
## Iteration 9 lambda =  -0.4018207 
## Iteration 10 lambda =  -0.4031923 
## Iteration 11 lambda =  -0.4038782 
## Iteration 12 lambda =  -0.4042211 
## Iteration 13 lambda =  -0.4043925 
## Iteration 14 lambda =  -0.4044783 
## Iteration 15 lambda =  -0.4045211 
## Iteration 16 lambda =  -0.4045426 
## Iteration 17 lambda =  -0.4045533 
## Iteration 18 lambda =  -0.4045586 
## Iteration 19 lambda =  -0.4045613 
## Iteration 20 lambda =  -0.4045626 
## Iteration 21 lambda =  -0.4045633 
## Iteration 22 lambda =  -0.4045637 
## Iteration 23 lambda =  -0.4045638 
## Iteration 24 lambda =  -0.4045639 
## Iteration 1 lambda =  0.2726582 
## Iteration 2 lambda =  -0.0910127 
## Iteration 3 lambda =  -0.2728481 
## Iteration 4 lambda =  -0.3637659 
## Iteration 5 lambda =  -0.4092247 
## Iteration 6 lambda =  -0.4319542 
## Iteration 7 lambda =  -0.4433189 
## Iteration 8 lambda =  -0.4490012 
## Iteration 9 lambda =  -0.4518424 
## Iteration 10 lambda =  -0.453263 
## Iteration 11 lambda =  -0.4539733 
## Iteration 12 lambda =  -0.4543284 
## Iteration 13 lambda =  -0.454506 
## Iteration 14 lambda =  -0.4545948 
## Iteration 15 lambda =  -0.4546392 
## Iteration 16 lambda =  -0.4546614 
## Iteration 17 lambda =  -0.4546725 
## Iteration 18 lambda =  -0.454678 
## Iteration 19 lambda =  -0.4546808 
## Iteration 20 lambda =  -0.4546822 
## Iteration 21 lambda =  -0.4546829 
## Iteration 22 lambda =  -0.4546832 
## Iteration 23 lambda =  -0.4546834 
## Iteration 24 lambda =  -0.4546835 
## Iteration 1 lambda =  0.3518195 
## Iteration 2 lambda =  0.02772926 
## Iteration 3 lambda =  -0.1343159 
## Iteration 4 lambda =  -0.2153384 
## Iteration 5 lambda =  -0.2558497 
## Iteration 6 lambda =  -0.2761053 
## Iteration 7 lambda =  -0.2862332 
## Iteration 8 lambda =  -0.2912971 
## Iteration 9 lambda =  -0.293829 
## Iteration 10 lambda =  -0.295095 
## Iteration 11 lambda =  -0.295728 
## Iteration 12 lambda =  -0.2960445 
## Iteration 13 lambda =  -0.2962027 
## Iteration 14 lambda =  -0.2962819 
## Iteration 15 lambda =  -0.2963214 
## Iteration 16 lambda =  -0.2963412 
## Iteration 17 lambda =  -0.2963511 
## Iteration 18 lambda =  -0.296356 
## Iteration 19 lambda =  -0.2963585 
## Iteration 20 lambda =  -0.2963598 
## Iteration 21 lambda =  -0.2963604 
## Iteration 22 lambda =  -0.2963607 
## Iteration 23 lambda =  -0.2963608 
## Iteration 24 lambda =  -0.2963609 
## Iteration 1 lambda =  0.2482956 
## Iteration 2 lambda =  -0.1275565 
## Iteration 3 lambda =  -0.3154826 
## Iteration 4 lambda =  -0.4094457 
## Iteration 5 lambda =  -0.4564272 
## Iteration 6 lambda =  -0.479918 
## Iteration 7 lambda =  -0.4916633 
## Iteration 8 lambda =  -0.497536 
## Iteration 9 lambda =  -0.5004724 
## Iteration 10 lambda =  -0.5019405 
## Iteration 11 lambda =  -0.5026746 
## Iteration 12 lambda =  -0.5030417 
## Iteration 13 lambda =  -0.5032252 
## Iteration 14 lambda =  -0.503317 
## Iteration 15 lambda =  -0.5033628 
## Iteration 16 lambda =  -0.5033858 
## Iteration 17 lambda =  -0.5033972 
## Iteration 18 lambda =  -0.503403 
## Iteration 19 lambda =  -0.5034059 
## Iteration 20 lambda =  -0.5034073 
## Iteration 21 lambda =  -0.503408 
## Iteration 22 lambda =  -0.5034084 
## Iteration 23 lambda =  -0.5034085 
## Iteration 24 lambda =  -0.5034086 
## Iteration 1 lambda =  0.3065766 
## Iteration 2 lambda =  -0.04013507 
## Iteration 3 lambda =  -0.2134909 
## Iteration 4 lambda =  -0.3001688 
## Iteration 5 lambda =  -0.3435078 
## Iteration 6 lambda =  -0.3651773 
## Iteration 7 lambda =  -0.376012 
## Iteration 8 lambda =  -0.3814294 
## Iteration 9 lambda =  -0.3841381 
## Iteration 10 lambda =  -0.3854924 
## Iteration 11 lambda =  -0.3861696 
## Iteration 12 lambda =  -0.3865082 
## Iteration 13 lambda =  -0.3866775 
## Iteration 14 lambda =  -0.3867621 
## Iteration 15 lambda =  -0.3868044 
## Iteration 16 lambda =  -0.3868256 
## Iteration 17 lambda =  -0.3868362 
## Iteration 18 lambda =  -0.3868415 
## Iteration 19 lambda =  -0.3868441 
## Iteration 20 lambda =  -0.3868454 
## Iteration 21 lambda =  -0.3868461 
## Iteration 22 lambda =  -0.3868464 
## Iteration 23 lambda =  -0.3868466 
## Iteration 24 lambda =  -0.3868467 
## Iteration 1 lambda =  0.3088253 
## Iteration 2 lambda =  -0.036762 
## Iteration 3 lambda =  -0.2095557 
## Iteration 4 lambda =  -0.2959525 
## Iteration 5 lambda =  -0.3391509 
## Iteration 6 lambda =  -0.3607501 
## Iteration 7 lambda =  -0.3715497 
## Iteration 8 lambda =  -0.3769495 
## Iteration 9 lambda =  -0.3796494 
## Iteration 10 lambda =  -0.3809994 
## Iteration 11 lambda =  -0.3816744 
## Iteration 12 lambda =  -0.3820118 
## Iteration 13 lambda =  -0.3821806 
## Iteration 14 lambda =  -0.382265 
## Iteration 15 lambda =  -0.3823071 
## Iteration 16 lambda =  -0.3823282 
## Iteration 17 lambda =  -0.3823388 
## Iteration 18 lambda =  -0.3823441 
## Iteration 19 lambda =  -0.3823467 
## Iteration 20 lambda =  -0.382348 
## Iteration 21 lambda =  -0.3823487 
## Iteration 22 lambda =  -0.382349 
## Iteration 23 lambda =  -0.3823492 
## Iteration 24 lambda =  -0.3823493 
## Iteration 1 lambda =  0.293935 
## Iteration 2 lambda =  -0.05909751 
## Iteration 3 lambda =  -0.2356138 
## Iteration 4 lambda =  -0.3238719 
## Iteration 5 lambda =  -0.368001 
## Iteration 6 lambda =  -0.3900655 
## Iteration 7 lambda =  -0.4010977 
## Iteration 8 lambda =  -0.4066139 
## Iteration 9 lambda =  -0.4093719 
## Iteration 10 lambda =  -0.410751 
## Iteration 11 lambda =  -0.4114405 
## Iteration 12 lambda =  -0.4117853 
## Iteration 13 lambda =  -0.4119576 
## Iteration 14 lambda =  -0.4120438 
## Iteration 15 lambda =  -0.4120869 
## Iteration 16 lambda =  -0.4121085 
## Iteration 17 lambda =  -0.4121192 
## Iteration 18 lambda =  -0.4121246 
## Iteration 19 lambda =  -0.4121273 
## Iteration 20 lambda =  -0.4121287 
## Iteration 21 lambda =  -0.4121293 
## Iteration 22 lambda =  -0.4121297 
## Iteration 23 lambda =  -0.4121298 
## Iteration 24 lambda =  -0.4121299 
## Iteration 1 lambda =  0.2894415 
## Iteration 2 lambda =  -0.06583777 
## Iteration 3 lambda =  -0.2434774 
## Iteration 4 lambda =  -0.3322972 
## Iteration 5 lambda =  -0.3767071 
## Iteration 6 lambda =  -0.3989121 
## Iteration 7 lambda =  -0.4100146 
## Iteration 8 lambda =  -0.4155658 
## Iteration 9 lambda =  -0.4183414 
## Iteration 10 lambda =  -0.4197292 
## Iteration 11 lambda =  -0.4204231 
## Iteration 12 lambda =  -0.4207701 
## Iteration 13 lambda =  -0.4209436 
## Iteration 14 lambda =  -0.4210303 
## Iteration 15 lambda =  -0.4210737 
## Iteration 16 lambda =  -0.4210953 
## Iteration 17 lambda =  -0.4211062 
## Iteration 18 lambda =  -0.4211116 
## Iteration 19 lambda =  -0.4211143 
## Iteration 20 lambda =  -0.4211157 
## Iteration 21 lambda =  -0.4211164 
## Iteration 22 lambda =  -0.4211167 
## Iteration 23 lambda =  -0.4211169 
## Iteration 24 lambda =  -0.4211169 
## Iteration 1 lambda =  0.3385215 
## Iteration 2 lambda =  0.007782247 
## Iteration 3 lambda =  -0.1575874 
## Iteration 4 lambda =  -0.2402722 
## Iteration 5 lambda =  -0.2816146 
## Iteration 6 lambda =  -0.3022858 
## Iteration 7 lambda =  -0.3126214 
## Iteration 8 lambda =  -0.3177892 
## Iteration 9 lambda =  -0.3203731 
## Iteration 10 lambda =  -0.3216651 
## Iteration 11 lambda =  -0.322311 
## Iteration 12 lambda =  -0.322634 
## Iteration 13 lambda =  -0.3227955 
## Iteration 14 lambda =  -0.3228763 
## Iteration 15 lambda =  -0.3229166 
## Iteration 16 lambda =  -0.3229368 
## Iteration 17 lambda =  -0.3229469 
## Iteration 18 lambda =  -0.322952 
## Iteration 19 lambda =  -0.3229545 
## Iteration 20 lambda =  -0.3229557 
## Iteration 21 lambda =  -0.3229564 
## Iteration 22 lambda =  -0.3229567 
## Iteration 23 lambda =  -0.3229568 
## Iteration 24 lambda =  -0.3229569 
## Iteration 1 lambda =  0.319954 
## Iteration 2 lambda =  -0.02006902 
## Iteration 3 lambda =  -0.1900805 
## Iteration 4 lambda =  -0.2750863 
## Iteration 5 lambda =  -0.3175892 
## Iteration 6 lambda =  -0.3388406 
## Iteration 7 lambda =  -0.3494663 
## Iteration 8 lambda =  -0.3547792 
## Iteration 9 lambda =  -0.3574356 
## Iteration 10 lambda =  -0.3587638 
## Iteration 11 lambda =  -0.3594279 
## Iteration 12 lambda =  -0.35976 
## Iteration 13 lambda =  -0.359926 
## Iteration 14 lambda =  -0.360009 
## Iteration 15 lambda =  -0.3600505 
## Iteration 16 lambda =  -0.3600713 
## Iteration 17 lambda =  -0.3600817 
## Iteration 18 lambda =  -0.3600868 
## Iteration 19 lambda =  -0.3600894 
## Iteration 20 lambda =  -0.3600907 
## Iteration 21 lambda =  -0.3600914 
## Iteration 22 lambda =  -0.3600917 
## Iteration 23 lambda =  -0.3600919 
## Iteration 24 lambda =  -0.3600919 
## Iteration 1 lambda =  0.3294345 
## Iteration 2 lambda =  -0.005848203 
## Iteration 3 lambda =  -0.1734896 
## Iteration 4 lambda =  -0.2573103 
## Iteration 5 lambda =  -0.2992206 
## Iteration 6 lambda =  -0.3201758 
## Iteration 7 lambda =  -0.3306534 
## Iteration 8 lambda =  -0.3358921 
## Iteration 9 lambda =  -0.3385115 
## Iteration 10 lambda =  -0.3398212 
## Iteration 11 lambda =  -0.3404761 
## Iteration 12 lambda =  -0.3408035 
## Iteration 13 lambda =  -0.3409672 
## Iteration 14 lambda =  -0.3410491 
## Iteration 15 lambda =  -0.34109 
## Iteration 16 lambda =  -0.3411105 
## Iteration 17 lambda =  -0.3411207 
## Iteration 18 lambda =  -0.3411258 
## Iteration 19 lambda =  -0.3411284 
## Iteration 20 lambda =  -0.3411297 
## Iteration 21 lambda =  -0.3411303 
## Iteration 22 lambda =  -0.3411306 
## Iteration 23 lambda =  -0.3411308 
## Iteration 24 lambda =  -0.3411309 
## Iteration 1 lambda =  0.317419 
## Iteration 2 lambda =  -0.02387153 
## Iteration 3 lambda =  -0.1945168 
## Iteration 4 lambda =  -0.2798394 
## Iteration 5 lambda =  -0.3225007 
## Iteration 6 lambda =  -0.3438314 
## Iteration 7 lambda =  -0.3544967 
## Iteration 8 lambda =  -0.3598294 
## Iteration 9 lambda =  -0.3624957 
## Iteration 10 lambda =  -0.3638289 
## Iteration 11 lambda =  -0.3644955 
## Iteration 12 lambda =  -0.3648288 
## Iteration 13 lambda =  -0.3649954 
## Iteration 14 lambda =  -0.3650787 
## Iteration 15 lambda =  -0.3651204 
## Iteration 16 lambda =  -0.3651412 
## Iteration 17 lambda =  -0.3651516 
## Iteration 18 lambda =  -0.3651568 
## Iteration 19 lambda =  -0.3651594 
## Iteration 20 lambda =  -0.3651607 
## Iteration 21 lambda =  -0.3651614 
## Iteration 22 lambda =  -0.3651617 
## Iteration 23 lambda =  -0.3651619 
## Iteration 24 lambda =  -0.365162 
## Iteration 1 lambda =  0.2889167 
## Iteration 2 lambda =  -0.066625 
## Iteration 3 lambda =  -0.2443958 
## Iteration 4 lambda =  -0.3332813 
## Iteration 5 lambda =  -0.377724 
## Iteration 6 lambda =  -0.3999453 
## Iteration 7 lambda =  -0.411056 
## Iteration 8 lambda =  -0.4166113 
## Iteration 9 lambda =  -0.419389 
## Iteration 10 lambda =  -0.4207778 
## Iteration 11 lambda =  -0.4214723 
## Iteration 12 lambda =  -0.4218195 
## Iteration 13 lambda =  -0.4219931 
## Iteration 14 lambda =  -0.4220799 
## Iteration 15 lambda =  -0.4221233 
## Iteration 16 lambda =  -0.422145 
## Iteration 17 lambda =  -0.4221558 
## Iteration 18 lambda =  -0.4221612 
## Iteration 19 lambda =  -0.422164 
## Iteration 20 lambda =  -0.4221653 
## Iteration 21 lambda =  -0.422166 
## Iteration 22 lambda =  -0.4221663 
## Iteration 23 lambda =  -0.4221665 
## Iteration 24 lambda =  -0.4221666 
## Iteration 1 lambda =  0.3316882 
## Iteration 2 lambda =  -0.002467689 
## Iteration 3 lambda =  -0.1695456 
## Iteration 4 lambda =  -0.2530846 
## Iteration 5 lambda =  -0.2948541 
## Iteration 6 lambda =  -0.3157388 
## Iteration 7 lambda =  -0.3261812 
## Iteration 8 lambda =  -0.3314024 
## Iteration 9 lambda =  -0.334013 
## Iteration 10 lambda =  -0.3353183 
## Iteration 11 lambda =  -0.3359709 
## Iteration 12 lambda =  -0.3362973 
## Iteration 13 lambda =  -0.3364604 
## Iteration 14 lambda =  -0.336542 
## Iteration 15 lambda =  -0.3365828 
## Iteration 16 lambda =  -0.3366032 
## Iteration 17 lambda =  -0.3366134 
## Iteration 18 lambda =  -0.3366185 
## Iteration 19 lambda =  -0.336621 
## Iteration 20 lambda =  -0.3366223 
## Iteration 21 lambda =  -0.3366229 
## Iteration 22 lambda =  -0.3366233 
## Iteration 23 lambda =  -0.3366234 
## Iteration 24 lambda =  -0.3366235 
## Iteration 1 lambda =  0.3394967 
## Iteration 2 lambda =  0.009244981 
## Iteration 3 lambda =  -0.1558809 
## Iteration 4 lambda =  -0.2384438 
## Iteration 5 lambda =  -0.2797252 
## Iteration 6 lambda =  -0.300366 
## Iteration 7 lambda =  -0.3106863 
## Iteration 8 lambda =  -0.3158465 
## Iteration 9 lambda =  -0.3184266 
## Iteration 10 lambda =  -0.3197166 
## Iteration 11 lambda =  -0.3203617 
## Iteration 12 lambda =  -0.3206842 
## Iteration 13 lambda =  -0.3208454 
## Iteration 14 lambda =  -0.3209261 
## Iteration 15 lambda =  -0.3209664 
## Iteration 16 lambda =  -0.3209865 
## Iteration 17 lambda =  -0.3209966 
## Iteration 18 lambda =  -0.3210017 
## Iteration 19 lambda =  -0.3210042 
## Iteration 20 lambda =  -0.3210054 
## Iteration 21 lambda =  -0.3210061 
## Iteration 22 lambda =  -0.3210064 
## Iteration 23 lambda =  -0.3210065 
## Iteration 24 lambda =  -0.3210066 
## Iteration 1 lambda =  0.3543364 
## Iteration 2 lambda =  0.03150456 
## Iteration 3 lambda =  -0.1299113 
## Iteration 4 lambda =  -0.2106193 
## Iteration 5 lambda =  -0.2509733 
## Iteration 6 lambda =  -0.2711503 
## Iteration 7 lambda =  -0.2812388 
## Iteration 8 lambda =  -0.286283 
## Iteration 9 lambda =  -0.2888051 
## Iteration 10 lambda =  -0.2900662 
## Iteration 11 lambda =  -0.2906967 
## Iteration 12 lambda =  -0.291012 
## Iteration 13 lambda =  -0.2911696 
## Iteration 14 lambda =  -0.2912484 
## Iteration 15 lambda =  -0.2912878 
## Iteration 16 lambda =  -0.2913076 
## Iteration 17 lambda =  -0.2913174 
## Iteration 18 lambda =  -0.2913223 
## Iteration 19 lambda =  -0.2913248 
## Iteration 20 lambda =  -0.291326 
## Iteration 21 lambda =  -0.2913266 
## Iteration 22 lambda =  -0.2913269 
## Iteration 23 lambda =  -0.2913271 
## Iteration 24 lambda =  -0.2913272 
## Iteration 1 lambda =  0.2684895 
## Iteration 2 lambda =  -0.09726573 
## Iteration 3 lambda =  -0.2801434 
## Iteration 4 lambda =  -0.3715822 
## Iteration 5 lambda =  -0.4173016 
## Iteration 6 lambda =  -0.4401613 
## Iteration 7 lambda =  -0.4515911 
## Iteration 8 lambda =  -0.457306 
## Iteration 9 lambda =  -0.4601635 
## Iteration 10 lambda =  -0.4615922 
## Iteration 11 lambda =  -0.4623066 
## Iteration 12 lambda =  -0.4626638 
## Iteration 13 lambda =  -0.4628424 
## Iteration 14 lambda =  -0.4629317 
## Iteration 15 lambda =  -0.4629763 
## Iteration 16 lambda =  -0.4629986 
## Iteration 17 lambda =  -0.4630098 
## Iteration 18 lambda =  -0.4630154 
## Iteration 19 lambda =  -0.4630182 
## Iteration 20 lambda =  -0.4630196 
## Iteration 21 lambda =  -0.4630203 
## Iteration 22 lambda =  -0.4630206 
## Iteration 23 lambda =  -0.4630208 
## Iteration 24 lambda =  -0.4630209 
## Iteration 1 lambda =  0.3271958 
## Iteration 2 lambda =  -0.009206252 
## Iteration 3 lambda =  -0.1774073 
## Iteration 4 lambda =  -0.2615078 
## Iteration 5 lambda =  -0.3035581 
## Iteration 6 lambda =  -0.3245832 
## Iteration 7 lambda =  -0.3350958 
## Iteration 8 lambda =  -0.3403521 
## Iteration 9 lambda =  -0.3429802 
## Iteration 10 lambda =  -0.3442943 
## Iteration 11 lambda =  -0.3449513 
## Iteration 12 lambda =  -0.3452798 
## Iteration 13 lambda =  -0.3454441 
## Iteration 14 lambda =  -0.3455262 
## Iteration 15 lambda =  -0.3455673 
## Iteration 16 lambda =  -0.3455878 
## Iteration 17 lambda =  -0.3455981 
## Iteration 18 lambda =  -0.3456032 
## Iteration 19 lambda =  -0.3456058 
## Iteration 20 lambda =  -0.3456071 
## Iteration 21 lambda =  -0.3456077 
## Iteration 22 lambda =  -0.345608 
## Iteration 23 lambda =  -0.3456082 
## Iteration 24 lambda =  -0.3456083 
## Iteration 1 lambda =  0.261866 
## Iteration 2 lambda =  -0.107201 
## Iteration 3 lambda =  -0.2917345 
## Iteration 4 lambda =  -0.3840012 
## Iteration 5 lambda =  -0.4301346 
## Iteration 6 lambda =  -0.4532013 
## Iteration 7 lambda =  -0.4647347 
## Iteration 8 lambda =  -0.4705013 
## Iteration 9 lambda =  -0.4733847 
## Iteration 10 lambda =  -0.4748263 
## Iteration 11 lambda =  -0.4755472 
## Iteration 12 lambda =  -0.4759076 
## Iteration 13 lambda =  -0.4760878 
## Iteration 14 lambda =  -0.4761779 
## Iteration 15 lambda =  -0.4762229 
## Iteration 16 lambda =  -0.4762455 
## Iteration 17 lambda =  -0.4762567 
## Iteration 18 lambda =  -0.4762624 
## Iteration 19 lambda =  -0.4762652 
## Iteration 20 lambda =  -0.4762666 
## Iteration 21 lambda =  -0.4762673 
## Iteration 22 lambda =  -0.4762676 
## Iteration 23 lambda =  -0.4762678 
## Iteration 24 lambda =  -0.4762679 
## Iteration 1 lambda =  0.3153206 
## Iteration 2 lambda =  -0.02701911 
## Iteration 3 lambda =  -0.198189 
## Iteration 4 lambda =  -0.2837739 
## Iteration 5 lambda =  -0.3265663 
## Iteration 6 lambda =  -0.3479626 
## Iteration 7 lambda =  -0.3586607 
## Iteration 8 lambda =  -0.3640098 
## Iteration 9 lambda =  -0.3666843 
## Iteration 10 lambda =  -0.3680215 
## Iteration 11 lambda =  -0.3686902 
## Iteration 12 lambda =  -0.3690245 
## Iteration 13 lambda =  -0.3691917 
## Iteration 14 lambda =  -0.3692752 
## Iteration 15 lambda =  -0.369317 
## Iteration 16 lambda =  -0.3693379 
## Iteration 17 lambda =  -0.3693484 
## Iteration 18 lambda =  -0.3693536 
## Iteration 19 lambda =  -0.3693562 
## Iteration 20 lambda =  -0.3693575 
## Iteration 21 lambda =  -0.3693582 
## Iteration 22 lambda =  -0.3693585 
## Iteration 23 lambda =  -0.3693586 
## Iteration 24 lambda =  -0.3693587 
## Iteration 1 lambda =  0.3362715 
## Iteration 2 lambda =  0.004407259 
## Iteration 3 lambda =  -0.1615249 
## Iteration 4 lambda =  -0.2444909 
## Iteration 5 lambda =  -0.285974 
## Iteration 6 lambda =  -0.3067155 
## Iteration 7 lambda =  -0.3170862 
## Iteration 8 lambda =  -0.3222716 
## Iteration 9 lambda =  -0.3248643 
## Iteration 10 lambda =  -0.3261606 
## Iteration 11 lambda =  -0.3268088 
## Iteration 12 lambda =  -0.3271329 
## Iteration 13 lambda =  -0.3272949 
## Iteration 14 lambda =  -0.327376 
## Iteration 15 lambda =  -0.3274165 
## Iteration 16 lambda =  -0.3274367 
## Iteration 17 lambda =  -0.3274469 
## Iteration 18 lambda =  -0.3274519 
## Iteration 19 lambda =  -0.3274545 
## Iteration 20 lambda =  -0.3274557 
## Iteration 21 lambda =  -0.3274564 
## Iteration 22 lambda =  -0.3274567 
## Iteration 23 lambda =  -0.3274568 
## Iteration 24 lambda =  -0.3274569 
## Iteration 1 lambda =  0.3522031 
## Iteration 2 lambda =  0.0283047 
## Iteration 3 lambda =  -0.1336445 
## Iteration 4 lambda =  -0.2146191 
## Iteration 5 lambda =  -0.2551064 
## Iteration 6 lambda =  -0.2753501 
## Iteration 7 lambda =  -0.2854719 
## Iteration 8 lambda =  -0.2905328 
## Iteration 9 lambda =  -0.2930633 
## Iteration 10 lambda =  -0.2943285 
## Iteration 11 lambda =  -0.2949611 
## Iteration 12 lambda =  -0.2952774 
## Iteration 13 lambda =  -0.2954356 
## Iteration 14 lambda =  -0.2955147 
## Iteration 15 lambda =  -0.2955542 
## Iteration 16 lambda =  -0.295574 
## Iteration 17 lambda =  -0.2955839 
## Iteration 18 lambda =  -0.2955888 
## Iteration 19 lambda =  -0.2955913 
## Iteration 20 lambda =  -0.2955925 
## Iteration 21 lambda =  -0.2955931 
## Iteration 22 lambda =  -0.2955934 
## Iteration 23 lambda =  -0.2955936 
## Iteration 24 lambda =  -0.2955937 
## Iteration 1 lambda =  0.3337593 
## Iteration 2 lambda =  0.0006389677 
## Iteration 3 lambda =  -0.1659212 
## Iteration 4 lambda =  -0.2492013 
## Iteration 5 lambda =  -0.2908413 
## Iteration 6 lambda =  -0.3116614 
## Iteration 7 lambda =  -0.3220714 
## Iteration 8 lambda =  -0.3272764 
## Iteration 9 lambda =  -0.3298789 
## Iteration 10 lambda =  -0.3311801 
## Iteration 11 lambda =  -0.3318308 
## Iteration 12 lambda =  -0.3321561 
## Iteration 13 lambda =  -0.3323187 
## Iteration 14 lambda =  -0.3324 
## Iteration 15 lambda =  -0.3324407 
## Iteration 16 lambda =  -0.332461 
## Iteration 17 lambda =  -0.3324712 
## Iteration 18 lambda =  -0.3324763 
## Iteration 19 lambda =  -0.3324788 
## Iteration 20 lambda =  -0.3324801 
## Iteration 21 lambda =  -0.3324807 
## Iteration 22 lambda =  -0.3324811 
## Iteration 23 lambda =  -0.3324812 
## Iteration 24 lambda =  -0.3324813 
## Iteration 1 lambda =  0.3297635 
## Iteration 2 lambda =  -0.005354824 
## Iteration 3 lambda =  -0.172914 
## Iteration 4 lambda =  -0.2566935 
## Iteration 5 lambda =  -0.2985833 
## Iteration 6 lambda =  -0.3195282 
## Iteration 7 lambda =  -0.3300007 
## Iteration 8 lambda =  -0.3352369 
## Iteration 9 lambda =  -0.337855 
## Iteration 10 lambda =  -0.339164 
## Iteration 11 lambda =  -0.3398186 
## Iteration 12 lambda =  -0.3401458 
## Iteration 13 lambda =  -0.3403095 
## Iteration 14 lambda =  -0.3403913 
## Iteration 15 lambda =  -0.3404322 
## Iteration 16 lambda =  -0.3404526 
## Iteration 17 lambda =  -0.3404629 
## Iteration 18 lambda =  -0.340468 
## Iteration 19 lambda =  -0.3404705 
## Iteration 20 lambda =  -0.3404718 
## Iteration 21 lambda =  -0.3404725 
## Iteration 22 lambda =  -0.3404728 
## Iteration 23 lambda =  -0.3404729 
## Iteration 24 lambda =  -0.340473 
## Iteration 1 lambda =  0.2910444 
## Iteration 2 lambda =  -0.0634334 
## Iteration 3 lambda =  -0.2406723 
## Iteration 4 lambda =  -0.3292917 
## Iteration 5 lambda =  -0.3736015 
## Iteration 6 lambda =  -0.3957563 
## Iteration 7 lambda =  -0.4068338 
## Iteration 8 lambda =  -0.4123725 
## Iteration 9 lambda =  -0.4151418 
## Iteration 10 lambda =  -0.4165265 
## Iteration 11 lambda =  -0.4172189 
## Iteration 12 lambda =  -0.417565 
## Iteration 13 lambda =  -0.4177381 
## Iteration 14 lambda =  -0.4178247 
## Iteration 15 lambda =  -0.4178679 
## Iteration 16 lambda =  -0.4178896 
## Iteration 17 lambda =  -0.4179004 
## Iteration 18 lambda =  -0.4179058 
## Iteration 19 lambda =  -0.4179085 
## Iteration 20 lambda =  -0.4179098 
## Iteration 21 lambda =  -0.4179105 
## Iteration 22 lambda =  -0.4179109 
## Iteration 23 lambda =  -0.417911 
## Iteration 24 lambda =  -0.4179111 
## Iteration 1 lambda =  0.2500941 
## Iteration 2 lambda =  -0.1248589 
## Iteration 3 lambda =  -0.3123354 
## Iteration 4 lambda =  -0.4060736 
## Iteration 5 lambda =  -0.4529427 
## Iteration 6 lambda =  -0.4763773 
## Iteration 7 lambda =  -0.4880946 
## Iteration 8 lambda =  -0.4939532 
## Iteration 9 lambda =  -0.4968825 
## Iteration 10 lambda =  -0.4983472 
## Iteration 11 lambda =  -0.4990795 
## Iteration 12 lambda =  -0.4994457 
## Iteration 13 lambda =  -0.4996288 
## Iteration 14 lambda =  -0.4997203 
## Iteration 15 lambda =  -0.4997661 
## Iteration 16 lambda =  -0.499789 
## Iteration 17 lambda =  -0.4998004 
## Iteration 18 lambda =  -0.4998061 
## Iteration 19 lambda =  -0.499809 
## Iteration 20 lambda =  -0.4998104 
## Iteration 21 lambda =  -0.4998111 
## Iteration 22 lambda =  -0.4998115 
## Iteration 23 lambda =  -0.4998117 
## Iteration 24 lambda =  -0.4998118 
## Iteration 1 lambda =  0.3510375 
## Iteration 2 lambda =  0.02655622 
## Iteration 3 lambda =  -0.1356844 
## Iteration 4 lambda =  -0.2168047 
## Iteration 5 lambda =  -0.2573649 
## Iteration 6 lambda =  -0.277645 
## Iteration 7 lambda =  -0.287785 
## Iteration 8 lambda =  -0.292855 
## Iteration 9 lambda =  -0.29539 
## Iteration 10 lambda =  -0.2966575 
## Iteration 11 lambda =  -0.2972913 
## Iteration 12 lambda =  -0.2976082 
## Iteration 13 lambda =  -0.2977666 
## Iteration 14 lambda =  -0.2978458 
## Iteration 15 lambda =  -0.2978854 
## Iteration 16 lambda =  -0.2979052 
## Iteration 17 lambda =  -0.2979151 
## Iteration 18 lambda =  -0.2979201 
## Iteration 19 lambda =  -0.2979226 
## Iteration 20 lambda =  -0.2979238 
## Iteration 21 lambda =  -0.2979244 
## Iteration 22 lambda =  -0.2979247 
## Iteration 23 lambda =  -0.2979249 
## Iteration 24 lambda =  -0.297925 
## Iteration 1 lambda =  0.3276352 
## Iteration 2 lambda =  -0.008547195 
## Iteration 3 lambda =  -0.1766384 
## Iteration 4 lambda =  -0.260684 
## Iteration 5 lambda =  -0.3027068 
## Iteration 6 lambda =  -0.3237182 
## Iteration 7 lambda =  -0.3342239 
## Iteration 8 lambda =  -0.3394767 
## Iteration 9 lambda =  -0.3421032 
## Iteration 10 lambda =  -0.3434164 
## Iteration 11 lambda =  -0.344073 
## Iteration 12 lambda =  -0.3444013 
## Iteration 13 lambda =  -0.3445654 
## Iteration 14 lambda =  -0.3446475 
## Iteration 15 lambda =  -0.3446886 
## Iteration 16 lambda =  -0.3447091 
## Iteration 17 lambda =  -0.3447193 
## Iteration 18 lambda =  -0.3447245 
## Iteration 19 lambda =  -0.344727 
## Iteration 20 lambda =  -0.3447283 
## Iteration 21 lambda =  -0.344729 
## Iteration 22 lambda =  -0.3447293 
## Iteration 23 lambda =  -0.3447294 
## Iteration 24 lambda =  -0.3447295 
## Iteration 1 lambda =  0.328484 
## Iteration 2 lambda =  -0.007273991 
## Iteration 3 lambda =  -0.175153 
## Iteration 4 lambda =  -0.2590925 
## Iteration 5 lambda =  -0.3010622 
## Iteration 6 lambda =  -0.3220471 
## Iteration 7 lambda =  -0.3325395 
## Iteration 8 lambda =  -0.3377858 
## Iteration 9 lambda =  -0.3404089 
## Iteration 10 lambda =  -0.3417204 
## Iteration 11 lambda =  -0.3423762 
## Iteration 12 lambda =  -0.3427041 
## Iteration 13 lambda =  -0.342868 
## Iteration 14 lambda =  -0.34295 
## Iteration 15 lambda =  -0.342991 
## Iteration 16 lambda =  -0.3430115 
## Iteration 17 lambda =  -0.3430217 
## Iteration 18 lambda =  -0.3430269 
## Iteration 19 lambda =  -0.3430294 
## Iteration 20 lambda =  -0.3430307 
## Iteration 21 lambda =  -0.3430313 
## Iteration 22 lambda =  -0.3430317 
## Iteration 23 lambda =  -0.3430318 
## Iteration 24 lambda =  -0.3430319 
## Iteration 1 lambda =  0.3352996 
## Iteration 2 lambda =  0.002949474 
## Iteration 3 lambda =  -0.1632256 
## Iteration 4 lambda =  -0.2463132 
## Iteration 5 lambda =  -0.2878569 
## Iteration 6 lambda =  -0.3086288 
## Iteration 7 lambda =  -0.3190148 
## Iteration 8 lambda =  -0.3242077 
## Iteration 9 lambda =  -0.3268042 
## Iteration 10 lambda =  -0.3281025 
## Iteration 11 lambda =  -0.3287516 
## Iteration 12 lambda =  -0.3290761 
## Iteration 13 lambda =  -0.3292384 
## Iteration 14 lambda =  -0.3293196 
## Iteration 15 lambda =  -0.3293601 
## Iteration 16 lambda =  -0.3293804 
## Iteration 17 lambda =  -0.3293906 
## Iteration 18 lambda =  -0.3293956 
## Iteration 19 lambda =  -0.3293982 
## Iteration 20 lambda =  -0.3293994 
## Iteration 21 lambda =  -0.3294001 
## Iteration 22 lambda =  -0.3294004 
## Iteration 23 lambda =  -0.3294005 
## Iteration 24 lambda =  -0.3294006 
## Iteration 1 lambda =  0.3403493 
## Iteration 2 lambda =  0.01052396 
## Iteration 3 lambda =  -0.1543887 
## Iteration 4 lambda =  -0.2368451 
## Iteration 5 lambda =  -0.2780732 
## Iteration 6 lambda =  -0.2986873 
## Iteration 7 lambda =  -0.3089943 
## Iteration 8 lambda =  -0.3141479 
## Iteration 9 lambda =  -0.3167246 
## Iteration 10 lambda =  -0.318013 
## Iteration 11 lambda =  -0.3186572 
## Iteration 12 lambda =  -0.3189793 
## Iteration 13 lambda =  -0.3191403 
## Iteration 14 lambda =  -0.3192209 
## Iteration 15 lambda =  -0.3192611 
## Iteration 16 lambda =  -0.3192813 
## Iteration 17 lambda =  -0.3192913 
## Iteration 18 lambda =  -0.3192964 
## Iteration 19 lambda =  -0.3192989 
## Iteration 20 lambda =  -0.3193001 
## Iteration 21 lambda =  -0.3193008 
## Iteration 22 lambda =  -0.3193011 
## Iteration 23 lambda =  -0.3193012 
## Iteration 24 lambda =  -0.3193013 
## Iteration 1 lambda =  0.3228484 
## Iteration 2 lambda =  -0.01572747 
## Iteration 3 lambda =  -0.1850154 
## Iteration 4 lambda =  -0.2696593 
## Iteration 5 lambda =  -0.3119813 
## Iteration 6 lambda =  -0.3331423 
## Iteration 7 lambda =  -0.3437228 
## Iteration 8 lambda =  -0.349013 
## Iteration 9 lambda =  -0.3516582 
## Iteration 10 lambda =  -0.3529807 
## Iteration 11 lambda =  -0.353642 
## Iteration 12 lambda =  -0.3539727 
## Iteration 13 lambda =  -0.354138 
## Iteration 14 lambda =  -0.3542206 
## Iteration 15 lambda =  -0.354262 
## Iteration 16 lambda =  -0.3542826 
## Iteration 17 lambda =  -0.354293 
## Iteration 18 lambda =  -0.3542981 
## Iteration 19 lambda =  -0.3543007 
## Iteration 20 lambda =  -0.354302 
## Iteration 21 lambda =  -0.3543027 
## Iteration 22 lambda =  -0.354303 
## Iteration 23 lambda =  -0.3543031 
## Iteration 24 lambda =  -0.3543032 
## Iteration 1 lambda =  0.3075503 
## Iteration 2 lambda =  -0.03867459 
## Iteration 3 lambda =  -0.211787 
## Iteration 4 lambda =  -0.2983432 
## Iteration 5 lambda =  -0.3416214 
## Iteration 6 lambda =  -0.3632604 
## Iteration 7 lambda =  -0.3740799 
## Iteration 8 lambda =  -0.3794897 
## Iteration 9 lambda =  -0.3821946 
## Iteration 10 lambda =  -0.383547 
## Iteration 11 lambda =  -0.3842232 
## Iteration 12 lambda =  -0.3845613 
## Iteration 13 lambda =  -0.3847304 
## Iteration 14 lambda =  -0.3848149 
## Iteration 15 lambda =  -0.3848572 
## Iteration 16 lambda =  -0.3848783 
## Iteration 17 lambda =  -0.3848889 
## Iteration 18 lambda =  -0.3848942 
## Iteration 19 lambda =  -0.3848968 
## Iteration 20 lambda =  -0.3848981 
## Iteration 21 lambda =  -0.3848988 
## Iteration 22 lambda =  -0.3848991 
## Iteration 23 lambda =  -0.3848993 
## Iteration 24 lambda =  -0.3848994 
## Iteration 1 lambda =  0.2725499 
## Iteration 2 lambda =  -0.09117522 
## Iteration 3 lambda =  -0.2730378 
## Iteration 4 lambda =  -0.363969 
## Iteration 5 lambda =  -0.4094347 
## Iteration 6 lambda =  -0.4321675 
## Iteration 7 lambda =  -0.4435339 
## Iteration 8 lambda =  -0.4492171 
## Iteration 9 lambda =  -0.4520587 
## Iteration 10 lambda =  -0.4534795 
## Iteration 11 lambda =  -0.4541899 
## Iteration 12 lambda =  -0.4545451 
## Iteration 13 lambda =  -0.4547227 
## Iteration 14 lambda =  -0.4548115 
## Iteration 15 lambda =  -0.4548559 
## Iteration 16 lambda =  -0.4548781 
## Iteration 17 lambda =  -0.4548892 
## Iteration 18 lambda =  -0.4548947 
## Iteration 19 lambda =  -0.4548975 
## Iteration 20 lambda =  -0.4548989 
## Iteration 21 lambda =  -0.4548996 
## Iteration 22 lambda =  -0.4548999 
## Iteration 23 lambda =  -0.4549001 
## Iteration 24 lambda =  -0.4549002 
## Iteration 1 lambda =  0.3055923 
## Iteration 2 lambda =  -0.04161158 
## Iteration 3 lambda =  -0.2152135 
## Iteration 4 lambda =  -0.3020145 
## Iteration 5 lambda =  -0.345415 
## Iteration 6 lambda =  -0.3671152 
## Iteration 7 lambda =  -0.3779653 
## Iteration 8 lambda =  -0.3833904 
## Iteration 9 lambda =  -0.3861029 
## Iteration 10 lambda =  -0.3874592 
## Iteration 11 lambda =  -0.3881373 
## Iteration 12 lambda =  -0.3884764 
## Iteration 13 lambda =  -0.3886459 
## Iteration 14 lambda =  -0.3887307 
## Iteration 15 lambda =  -0.3887731 
## Iteration 16 lambda =  -0.3887943 
## Iteration 17 lambda =  -0.3888048 
## Iteration 18 lambda =  -0.3888101 
## Iteration 19 lambda =  -0.3888128 
## Iteration 20 lambda =  -0.3888141 
## Iteration 21 lambda =  -0.3888148 
## Iteration 22 lambda =  -0.3888151 
## Iteration 23 lambda =  -0.3888153 
## Iteration 24 lambda =  -0.3888154 
## Iteration 1 lambda =  0.3335685 
## Iteration 2 lambda =  0.0003527212 
## Iteration 3 lambda =  -0.1662552 
## Iteration 4 lambda =  -0.2495591 
## Iteration 5 lambda =  -0.2912111 
## Iteration 6 lambda =  -0.3120371 
## Iteration 7 lambda =  -0.32245 
## Iteration 8 lambda =  -0.3276565 
## Iteration 9 lambda =  -0.3302598 
## Iteration 10 lambda =  -0.3315614 
## Iteration 11 lambda =  -0.3322122 
## Iteration 12 lambda =  -0.3325376 
## Iteration 13 lambda =  -0.3327003 
## Iteration 14 lambda =  -0.3327817 
## Iteration 15 lambda =  -0.3328224 
## Iteration 16 lambda =  -0.3328427 
## Iteration 17 lambda =  -0.3328529 
## Iteration 18 lambda =  -0.332858 
## Iteration 19 lambda =  -0.3328605 
## Iteration 20 lambda =  -0.3328618 
## Iteration 21 lambda =  -0.3328624 
## Iteration 22 lambda =  -0.3328627 
## Iteration 23 lambda =  -0.3328629 
## Iteration 24 lambda =  -0.332863 
## Iteration 1 lambda =  0.2696629 
## Iteration 2 lambda =  -0.09550569 
## Iteration 3 lambda =  -0.27809 
## Iteration 4 lambda =  -0.3693821 
## Iteration 5 lambda =  -0.4150282 
## Iteration 6 lambda =  -0.4378512 
## Iteration 7 lambda =  -0.4492627 
## Iteration 8 lambda =  -0.4549685 
## Iteration 9 lambda =  -0.4578214 
## Iteration 10 lambda =  -0.4592478 
## Iteration 11 lambda =  -0.459961 
## Iteration 12 lambda =  -0.4603176 
## Iteration 13 lambda =  -0.460496 
## Iteration 14 lambda =  -0.4605851 
## Iteration 15 lambda =  -0.4606297 
## Iteration 16 lambda =  -0.460652 
## Iteration 17 lambda =  -0.4606631 
## Iteration 18 lambda =  -0.4606687 
## Iteration 19 lambda =  -0.4606715 
## Iteration 20 lambda =  -0.4606729 
## Iteration 21 lambda =  -0.4606736 
## Iteration 22 lambda =  -0.4606739 
## Iteration 23 lambda =  -0.4606741 
## Iteration 24 lambda =  -0.4606742 
## Iteration 1 lambda =  0.3683762 
## Iteration 2 lambda =  0.05256436 
## Iteration 3 lambda =  -0.1053416 
## Iteration 4 lambda =  -0.1842945 
## Iteration 5 lambda =  -0.223771 
## Iteration 6 lambda =  -0.2435093 
## Iteration 7 lambda =  -0.2533784 
## Iteration 8 lambda =  -0.258313 
## Iteration 9 lambda =  -0.2607802 
## Iteration 10 lambda =  -0.2620139 
## Iteration 11 lambda =  -0.2626307 
## Iteration 12 lambda =  -0.2629391 
## Iteration 13 lambda =  -0.2630933 
## Iteration 14 lambda =  -0.2631704 
## Iteration 15 lambda =  -0.263209 
## Iteration 16 lambda =  -0.2632282 
## Iteration 17 lambda =  -0.2632379 
## Iteration 18 lambda =  -0.2632427 
## Iteration 19 lambda =  -0.2632451 
## Iteration 20 lambda =  -0.2632463 
## Iteration 21 lambda =  -0.2632469 
## Iteration 22 lambda =  -0.2632472 
## Iteration 23 lambda =  -0.2632474 
## Iteration 24 lambda =  -0.2632474 
## Iteration 1 lambda =  0.2983022 
## Iteration 2 lambda =  -0.05254664 
## Iteration 3 lambda =  -0.2279711 
## Iteration 4 lambda =  -0.3156833 
## Iteration 5 lambda =  -0.3595394 
## Iteration 6 lambda =  -0.3814675 
## Iteration 7 lambda =  -0.3924315 
## Iteration 8 lambda =  -0.3979135 
## Iteration 9 lambda =  -0.4006545 
## Iteration 10 lambda =  -0.402025 
## Iteration 11 lambda =  -0.4027103 
## Iteration 12 lambda =  -0.4030529 
## Iteration 13 lambda =  -0.4032242 
## Iteration 14 lambda =  -0.4033099 
## Iteration 15 lambda =  -0.4033527 
## Iteration 16 lambda =  -0.4033741 
## Iteration 17 lambda =  -0.4033848 
## Iteration 18 lambda =  -0.4033902 
## Iteration 19 lambda =  -0.4033928 
## Iteration 20 lambda =  -0.4033942 
## Iteration 21 lambda =  -0.4033948 
## Iteration 22 lambda =  -0.4033952 
## Iteration 23 lambda =  -0.4033954 
## Iteration 24 lambda =  -0.4033954 
## Iteration 1 lambda =  0.3080838 
## Iteration 2 lambda =  -0.03787423 
## Iteration 3 lambda =  -0.2108533 
## Iteration 4 lambda =  -0.2973428 
## Iteration 5 lambda =  -0.3405876 
## Iteration 6 lambda =  -0.3622099 
## Iteration 7 lambda =  -0.3730211 
## Iteration 8 lambda =  -0.3784267 
## Iteration 9 lambda =  -0.3811295 
## Iteration 10 lambda =  -0.3824809 
## Iteration 11 lambda =  -0.3831566 
## Iteration 12 lambda =  -0.3834945 
## Iteration 13 lambda =  -0.3836634 
## Iteration 14 lambda =  -0.3837478 
## Iteration 15 lambda =  -0.3837901 
## Iteration 16 lambda =  -0.3838112 
## Iteration 17 lambda =  -0.3838218 
## Iteration 18 lambda =  -0.383827 
## Iteration 19 lambda =  -0.3838297 
## Iteration 20 lambda =  -0.383831 
## Iteration 21 lambda =  -0.3838317 
## Iteration 22 lambda =  -0.383832 
## Iteration 23 lambda =  -0.3838321 
## Iteration 24 lambda =  -0.3838322 
## Iteration 1 lambda =  0.3199703 
## Iteration 2 lambda =  -0.02004456 
## Iteration 3 lambda =  -0.190052 
## Iteration 4 lambda =  -0.2750557 
## Iteration 5 lambda =  -0.3175576 
## Iteration 6 lambda =  -0.3388085 
## Iteration 7 lambda =  -0.3494339 
## Iteration 8 lambda =  -0.3547467 
## Iteration 9 lambda =  -0.357403 
## Iteration 10 lambda =  -0.3587312 
## Iteration 11 lambda =  -0.3593953 
## Iteration 12 lambda =  -0.3597274 
## Iteration 13 lambda =  -0.3598934 
## Iteration 14 lambda =  -0.3599764 
## Iteration 15 lambda =  -0.3600179 
## Iteration 16 lambda =  -0.3600387 
## Iteration 17 lambda =  -0.360049 
## Iteration 18 lambda =  -0.3600542 
## Iteration 19 lambda =  -0.3600568 
## Iteration 20 lambda =  -0.3600581 
## Iteration 21 lambda =  -0.3600588 
## Iteration 22 lambda =  -0.3600591 
## Iteration 23 lambda =  -0.3600593 
## Iteration 24 lambda =  -0.3600593 
## Iteration 1 lambda =  0.2954599 
## Iteration 2 lambda =  -0.05681012 
## Iteration 3 lambda =  -0.2329451 
## Iteration 4 lambda =  -0.3210126 
## Iteration 5 lambda =  -0.3650464 
## Iteration 6 lambda =  -0.3870633 
## Iteration 7 lambda =  -0.3980717 
## Iteration 8 lambda =  -0.4035759 
## Iteration 9 lambda =  -0.406328 
## Iteration 10 lambda =  -0.4077041 
## Iteration 11 lambda =  -0.4083921 
## Iteration 12 lambda =  -0.4087361 
## Iteration 13 lambda =  -0.4089081 
## Iteration 14 lambda =  -0.4089942 
## Iteration 15 lambda =  -0.4090372 
## Iteration 16 lambda =  -0.4090587 
## Iteration 17 lambda =  -0.4090694 
## Iteration 18 lambda =  -0.4090748 
## Iteration 19 lambda =  -0.4090775 
## Iteration 20 lambda =  -0.4090788 
## Iteration 21 lambda =  -0.4090795 
## Iteration 22 lambda =  -0.4090798 
## Iteration 23 lambda =  -0.40908 
## Iteration 24 lambda =  -0.4090801 
## Iteration 1 lambda =  0.3260865 
## Iteration 2 lambda =  -0.01087028 
## Iteration 3 lambda =  -0.1793487 
## Iteration 4 lambda =  -0.2635878 
## Iteration 5 lambda =  -0.3057074 
## Iteration 6 lambda =  -0.3267672 
## Iteration 7 lambda =  -0.3372971 
## Iteration 8 lambda =  -0.3425621 
## Iteration 9 lambda =  -0.3451946 
## Iteration 10 lambda =  -0.3465108 
## Iteration 11 lambda =  -0.3471689 
## Iteration 12 lambda =  -0.347498 
## Iteration 13 lambda =  -0.3476625 
## Iteration 14 lambda =  -0.3477448 
## Iteration 15 lambda =  -0.3477859 
## Iteration 16 lambda =  -0.3478065 
## Iteration 17 lambda =  -0.3478168 
## Iteration 18 lambda =  -0.3478219 
## Iteration 19 lambda =  -0.3478245 
## Iteration 20 lambda =  -0.3478258 
## Iteration 21 lambda =  -0.3478264 
## Iteration 22 lambda =  -0.3478267 
## Iteration 23 lambda =  -0.3478269 
## Iteration 24 lambda =  -0.347827 
## Iteration 1 lambda =  0.3586529 
## Iteration 2 lambda =  0.03797939 
## Iteration 3 lambda =  -0.1223574 
## Iteration 4 lambda =  -0.2025258 
## Iteration 5 lambda =  -0.24261 
## Iteration 6 lambda =  -0.2626521 
## Iteration 7 lambda =  -0.2726731 
## Iteration 8 lambda =  -0.2776836 
## Iteration 9 lambda =  -0.2801889 
## Iteration 10 lambda =  -0.2814415 
## Iteration 11 lambda =  -0.2820678 
## Iteration 12 lambda =  -0.282381 
## Iteration 13 lambda =  -0.2825376 
## Iteration 14 lambda =  -0.2826159 
## Iteration 15 lambda =  -0.282655 
## Iteration 16 lambda =  -0.2826746 
## Iteration 17 lambda =  -0.2826844 
## Iteration 18 lambda =  -0.2826893 
## Iteration 19 lambda =  -0.2826917 
## Iteration 20 lambda =  -0.2826929 
## Iteration 21 lambda =  -0.2826935 
## Iteration 22 lambda =  -0.2826938 
## Iteration 23 lambda =  -0.282694 
## Iteration 24 lambda =  -0.2826941 
## Iteration 1 lambda =  0.2312943 
## Iteration 2 lambda =  -0.1530586 
## Iteration 3 lambda =  -0.345235 
## Iteration 4 lambda =  -0.4413232 
## Iteration 5 lambda =  -0.4893673 
## Iteration 6 lambda =  -0.5133894 
## Iteration 7 lambda =  -0.5254004 
## Iteration 8 lambda =  -0.5314059 
## Iteration 9 lambda =  -0.5344087 
## Iteration 10 lambda =  -0.53591 
## Iteration 11 lambda =  -0.5366607 
## Iteration 12 lambda =  -0.5370361 
## Iteration 13 lambda =  -0.5372237 
## Iteration 14 lambda =  -0.5373176 
## Iteration 15 lambda =  -0.5373645 
## Iteration 16 lambda =  -0.537388 
## Iteration 17 lambda =  -0.5373997 
## Iteration 18 lambda =  -0.5374055 
## Iteration 19 lambda =  -0.5374085 
## Iteration 20 lambda =  -0.5374099 
## Iteration 21 lambda =  -0.5374107 
## Iteration 22 lambda =  -0.537411 
## Iteration 23 lambda =  -0.5374112 
## Iteration 24 lambda =  -0.5374113 
## Iteration 1 lambda =  0.3094798 
## Iteration 2 lambda =  -0.03578027 
## Iteration 3 lambda =  -0.2084103 
## Iteration 4 lambda =  -0.2947253 
## Iteration 5 lambda =  -0.3378828 
## Iteration 6 lambda =  -0.3594616 
## Iteration 7 lambda =  -0.370251 
## Iteration 8 lambda =  -0.3756457 
## Iteration 9 lambda =  -0.378343 
## Iteration 10 lambda =  -0.3796917 
## Iteration 11 lambda =  -0.380366 
## Iteration 12 lambda =  -0.3807032 
## Iteration 13 lambda =  -0.3808718 
## Iteration 14 lambda =  -0.3809561 
## Iteration 15 lambda =  -0.3809982 
## Iteration 16 lambda =  -0.3810193 
## Iteration 17 lambda =  -0.3810298 
## Iteration 18 lambda =  -0.3810351 
## Iteration 19 lambda =  -0.3810377 
## Iteration 20 lambda =  -0.381039 
## Iteration 21 lambda =  -0.3810397 
## Iteration 22 lambda =  -0.38104 
## Iteration 23 lambda =  -0.3810402 
## Iteration 24 lambda =  -0.3810403 
## Iteration 1 lambda =  0.3239395 
## Iteration 2 lambda =  -0.0140908 
## Iteration 3 lambda =  -0.1831059 
## Iteration 4 lambda =  -0.2676135 
## Iteration 5 lambda =  -0.3098673 
## Iteration 6 lambda =  -0.3309942 
## Iteration 7 lambda =  -0.3415576 
## Iteration 8 lambda =  -0.3468393 
## Iteration 9 lambda =  -0.3494802 
## Iteration 10 lambda =  -0.3508006 
## Iteration 11 lambda =  -0.3514609 
## Iteration 12 lambda =  -0.351791 
## Iteration 13 lambda =  -0.351956 
## Iteration 14 lambda =  -0.3520385 
## Iteration 15 lambda =  -0.3520798 
## Iteration 16 lambda =  -0.3521004 
## Iteration 17 lambda =  -0.3521108 
## Iteration 18 lambda =  -0.3521159 
## Iteration 19 lambda =  -0.3521185 
## Iteration 20 lambda =  -0.3521198 
## Iteration 21 lambda =  -0.3521204 
## Iteration 22 lambda =  -0.3521207 
## Iteration 23 lambda =  -0.3521209 
## Iteration 24 lambda =  -0.352121 
## Iteration 1 lambda =  0.3458622 
## Iteration 2 lambda =  0.01879324 
## Iteration 3 lambda =  -0.1447412 
## Iteration 4 lambda =  -0.2265085 
## Iteration 5 lambda =  -0.2673921 
## Iteration 6 lambda =  -0.2878339 
## Iteration 7 lambda =  -0.2980548 
## Iteration 8 lambda =  -0.3031652 
## Iteration 9 lambda =  -0.3057205 
## Iteration 10 lambda =  -0.3069981 
## Iteration 11 lambda =  -0.3076369 
## Iteration 12 lambda =  -0.3079563 
## Iteration 13 lambda =  -0.308116 
## Iteration 14 lambda =  -0.3081958 
## Iteration 15 lambda =  -0.3082358 
## Iteration 16 lambda =  -0.3082557 
## Iteration 17 lambda =  -0.3082657 
## Iteration 18 lambda =  -0.3082707 
## Iteration 19 lambda =  -0.3082732 
## Iteration 20 lambda =  -0.3082744 
## Iteration 21 lambda =  -0.3082751 
## Iteration 22 lambda =  -0.3082754 
## Iteration 23 lambda =  -0.3082755 
## Iteration 24 lambda =  -0.3082756 
## Iteration 1 lambda =  0.3077477 
## Iteration 2 lambda =  -0.03837845 
## Iteration 3 lambda =  -0.2114415 
## Iteration 4 lambda =  -0.2979731 
## Iteration 5 lambda =  -0.3412388 
## Iteration 6 lambda =  -0.3628717 
## Iteration 7 lambda =  -0.3736882 
## Iteration 8 lambda =  -0.3790964 
## Iteration 9 lambda =  -0.3818005 
## Iteration 10 lambda =  -0.3831525 
## Iteration 11 lambda =  -0.3838286 
## Iteration 12 lambda =  -0.3841666 
## Iteration 13 lambda =  -0.3843356 
## Iteration 14 lambda =  -0.3844201 
## Iteration 15 lambda =  -0.3844623 
## Iteration 16 lambda =  -0.3844835 
## Iteration 17 lambda =  -0.384494 
## Iteration 18 lambda =  -0.3844993 
## Iteration 19 lambda =  -0.384502 
## Iteration 20 lambda =  -0.3845033 
## Iteration 21 lambda =  -0.3845039 
## Iteration 22 lambda =  -0.3845043 
## Iteration 23 lambda =  -0.3845044 
## Iteration 24 lambda =  -0.3845045 
## Iteration 1 lambda =  0.2963837 
## Iteration 2 lambda =  -0.05542452 
## Iteration 3 lambda =  -0.2313286 
## Iteration 4 lambda =  -0.3192807 
## Iteration 5 lambda =  -0.3632567 
## Iteration 6 lambda =  -0.3852447 
## Iteration 7 lambda =  -0.3962387 
## Iteration 8 lambda =  -0.4017357 
## Iteration 9 lambda =  -0.4044842 
## Iteration 10 lambda =  -0.4058584 
## Iteration 11 lambda =  -0.4065456 
## Iteration 12 lambda =  -0.4068891 
## Iteration 13 lambda =  -0.4070609 
## Iteration 14 lambda =  -0.4071468 
## Iteration 15 lambda =  -0.4071898 
## Iteration 16 lambda =  -0.4072112 
## Iteration 17 lambda =  -0.407222 
## Iteration 18 lambda =  -0.4072273 
## Iteration 19 lambda =  -0.40723 
## Iteration 20 lambda =  -0.4072314 
## Iteration 21 lambda =  -0.407232 
## Iteration 22 lambda =  -0.4072324 
## Iteration 23 lambda =  -0.4072325 
## Iteration 24 lambda =  -0.4072326 
## Iteration 1 lambda =  0.3624527 
## Iteration 2 lambda =  0.04367899 
## Iteration 3 lambda =  -0.1157078 
## Iteration 4 lambda =  -0.1954013 
## Iteration 5 lambda =  -0.235248 
## Iteration 6 lambda =  -0.2551713 
## Iteration 7 lambda =  -0.265133 
## Iteration 8 lambda =  -0.2701138 
## Iteration 9 lambda =  -0.2726043 
## Iteration 10 lambda =  -0.2738495 
## Iteration 11 lambda =  -0.2744721 
## Iteration 12 lambda =  -0.2747834 
## Iteration 13 lambda =  -0.274939 
## Iteration 14 lambda =  -0.2750169 
## Iteration 15 lambda =  -0.2750558 
## Iteration 16 lambda =  -0.2750752 
## Iteration 17 lambda =  -0.275085 
## Iteration 18 lambda =  -0.2750898 
## Iteration 19 lambda =  -0.2750923 
## Iteration 20 lambda =  -0.2750935 
## Iteration 21 lambda =  -0.2750941 
## Iteration 22 lambda =  -0.2750944 
## Iteration 23 lambda =  -0.2750945 
## Iteration 24 lambda =  -0.2750946 
## Iteration 1 lambda =  0.3120195 
## Iteration 2 lambda =  -0.0319707 
## Iteration 3 lambda =  -0.2039658 
## Iteration 4 lambda =  -0.2899634 
## Iteration 5 lambda =  -0.3329621 
## Iteration 6 lambda =  -0.3544615 
## Iteration 7 lambda =  -0.3652112 
## Iteration 8 lambda =  -0.3705861 
## Iteration 9 lambda =  -0.3732735 
## Iteration 10 lambda =  -0.3746172 
## Iteration 11 lambda =  -0.3752891 
## Iteration 12 lambda =  -0.375625 
## Iteration 13 lambda =  -0.375793 
## Iteration 14 lambda =  -0.3758769 
## Iteration 15 lambda =  -0.3759189 
## Iteration 16 lambda =  -0.3759399 
## Iteration 17 lambda =  -0.3759504 
## Iteration 18 lambda =  -0.3759557 
## Iteration 19 lambda =  -0.3759583 
## Iteration 20 lambda =  -0.3759596 
## Iteration 21 lambda =  -0.3759603 
## Iteration 22 lambda =  -0.3759606 
## Iteration 23 lambda =  -0.3759608 
## Iteration 24 lambda =  -0.3759608 
## Iteration 1 lambda =  0.2443774 
## Iteration 2 lambda =  -0.1334339 
## Iteration 3 lambda =  -0.3223395 
## Iteration 4 lambda =  -0.4167924 
## Iteration 5 lambda =  -0.4640188 
## Iteration 6 lambda =  -0.487632 
## Iteration 7 lambda =  -0.4994386 
## Iteration 8 lambda =  -0.5053419 
## Iteration 9 lambda =  -0.5082935 
## Iteration 10 lambda =  -0.5097694 
## Iteration 11 lambda =  -0.5105073 
## Iteration 12 lambda =  -0.5108762 
## Iteration 13 lambda =  -0.5110607 
## Iteration 14 lambda =  -0.511153 
## Iteration 15 lambda =  -0.5111991 
## Iteration 16 lambda =  -0.5112221 
## Iteration 17 lambda =  -0.5112337 
## Iteration 18 lambda =  -0.5112394 
## Iteration 19 lambda =  -0.5112423 
## Iteration 20 lambda =  -0.5112438 
## Iteration 21 lambda =  -0.5112445 
## Iteration 22 lambda =  -0.5112448 
## Iteration 23 lambda =  -0.511245 
## Iteration 24 lambda =  -0.5112451 
## Iteration 1 lambda =  0.3144132 
## Iteration 2 lambda =  -0.02838022 
## Iteration 3 lambda =  -0.1997769 
## Iteration 4 lambda =  -0.2854753 
## Iteration 5 lambda =  -0.3283244 
## Iteration 6 lambda =  -0.349749 
## Iteration 7 lambda =  -0.3604613 
## Iteration 8 lambda =  -0.3658175 
## Iteration 9 lambda =  -0.3684956 
## Iteration 10 lambda =  -0.3698346 
## Iteration 11 lambda =  -0.3705041 
## Iteration 12 lambda =  -0.3708389 
## Iteration 13 lambda =  -0.3710062 
## Iteration 14 lambda =  -0.3710899 
## Iteration 15 lambda =  -0.3711318 
## Iteration 16 lambda =  -0.3711527 
## Iteration 17 lambda =  -0.3711632 
## Iteration 18 lambda =  -0.3711684 
## Iteration 19 lambda =  -0.371171 
## Iteration 20 lambda =  -0.3711723 
## Iteration 21 lambda =  -0.371173 
## Iteration 22 lambda =  -0.3711733 
## Iteration 23 lambda =  -0.3711735 
## Iteration 24 lambda =  -0.3711735 
## Iteration 1 lambda =  0.296653 
## Iteration 2 lambda =  -0.05502048 
## Iteration 3 lambda =  -0.2308572 
## Iteration 4 lambda =  -0.3187756 
## Iteration 5 lambda =  -0.3627348 
## Iteration 6 lambda =  -0.3847144 
## Iteration 7 lambda =  -0.3957042 
## Iteration 8 lambda =  -0.4011991 
## Iteration 9 lambda =  -0.4039465 
## Iteration 10 lambda =  -0.4053202 
## Iteration 11 lambda =  -0.4060071 
## Iteration 12 lambda =  -0.4063505 
## Iteration 13 lambda =  -0.4065223 
## Iteration 14 lambda =  -0.4066081 
## Iteration 15 lambda =  -0.406651 
## Iteration 16 lambda =  -0.4066725 
## Iteration 17 lambda =  -0.4066832 
## Iteration 18 lambda =  -0.4066886 
## Iteration 19 lambda =  -0.4066913 
## Iteration 20 lambda =  -0.4066926 
## Iteration 21 lambda =  -0.4066933 
## Iteration 22 lambda =  -0.4066936 
## Iteration 23 lambda =  -0.4066938 
## Iteration 24 lambda =  -0.4066939 
## Iteration 1 lambda =  0.2823113 
## Iteration 2 lambda =  -0.07653306 
## Iteration 3 lambda =  -0.2559552 
## Iteration 4 lambda =  -0.3456663 
## Iteration 5 lambda =  -0.3905219 
## Iteration 6 lambda =  -0.4129496 
## Iteration 7 lambda =  -0.4241635 
## Iteration 8 lambda =  -0.4297705 
## Iteration 9 lambda =  -0.4325739 
## Iteration 10 lambda =  -0.4339757 
## Iteration 11 lambda =  -0.4346765 
## Iteration 12 lambda =  -0.435027 
## Iteration 13 lambda =  -0.4352022 
## Iteration 14 lambda =  -0.4352898 
## Iteration 15 lambda =  -0.4353336 
## Iteration 16 lambda =  -0.4353555 
## Iteration 17 lambda =  -0.4353665 
## Iteration 18 lambda =  -0.4353719 
## Iteration 19 lambda =  -0.4353747 
## Iteration 20 lambda =  -0.435376 
## Iteration 21 lambda =  -0.4353767 
## Iteration 22 lambda =  -0.4353771 
## Iteration 23 lambda =  -0.4353772 
## Iteration 24 lambda =  -0.4353773 
## Iteration 1 lambda =  0.3141568 
## Iteration 2 lambda =  -0.02876477 
## Iteration 3 lambda =  -0.2002256 
## Iteration 4 lambda =  -0.285956 
## Iteration 5 lambda =  -0.3288212 
## Iteration 6 lambda =  -0.3502538 
## Iteration 7 lambda =  -0.3609701 
## Iteration 8 lambda =  -0.3663282 
## Iteration 9 lambda =  -0.3690073 
## Iteration 10 lambda =  -0.3703468 
## Iteration 11 lambda =  -0.3710166 
## Iteration 12 lambda =  -0.3713515 
## Iteration 13 lambda =  -0.3715189 
## Iteration 14 lambda =  -0.3716026 
## Iteration 15 lambda =  -0.3716445 
## Iteration 16 lambda =  -0.3716654 
## Iteration 17 lambda =  -0.3716759 
## Iteration 18 lambda =  -0.3716811 
## Iteration 19 lambda =  -0.3716837 
## Iteration 20 lambda =  -0.3716851 
## Iteration 21 lambda =  -0.3716857 
## Iteration 22 lambda =  -0.371686 
## Iteration 23 lambda =  -0.3716862 
## Iteration 24 lambda =  -0.3716863 
## Iteration 1 lambda =  0.2999917 
## Iteration 2 lambda =  -0.05001249 
## Iteration 3 lambda =  -0.2250146 
## Iteration 4 lambda =  -0.3125156 
## Iteration 5 lambda =  -0.3562661 
## Iteration 6 lambda =  -0.3781414 
## Iteration 7 lambda =  -0.389079 
## Iteration 8 lambda =  -0.3945478 
## Iteration 9 lambda =  -0.3972822 
## Iteration 10 lambda =  -0.3986494 
## Iteration 11 lambda =  -0.399333 
## Iteration 12 lambda =  -0.3996749 
## Iteration 13 lambda =  -0.3998458 
## Iteration 14 lambda =  -0.3999312 
## Iteration 15 lambda =  -0.3999739 
## Iteration 16 lambda =  -0.3999953 
## Iteration 17 lambda =  -0.400006 
## Iteration 18 lambda =  -0.4000113 
## Iteration 19 lambda =  -0.400014 
## Iteration 20 lambda =  -0.4000153 
## Iteration 21 lambda =  -0.400016 
## Iteration 22 lambda =  -0.4000163 
## Iteration 23 lambda =  -0.4000165 
## Iteration 24 lambda =  -0.4000166 
## Iteration 1 lambda =  0.275008 
## Iteration 2 lambda =  -0.08748793 
## Iteration 3 lambda =  -0.2687359 
## Iteration 4 lambda =  -0.3593599 
## Iteration 5 lambda =  -0.4046719 
## Iteration 6 lambda =  -0.4273279 
## Iteration 7 lambda =  -0.4386559 
## Iteration 8 lambda =  -0.4443199 
## Iteration 9 lambda =  -0.4471519 
## Iteration 10 lambda =  -0.4485679 
## Iteration 11 lambda =  -0.4492759 
## Iteration 12 lambda =  -0.4496299 
## Iteration 13 lambda =  -0.4498069 
## Iteration 14 lambda =  -0.4498954 
## Iteration 15 lambda =  -0.4499397 
## Iteration 16 lambda =  -0.4499618 
## Iteration 17 lambda =  -0.4499729 
## Iteration 18 lambda =  -0.4499784 
## Iteration 19 lambda =  -0.4499811 
## Iteration 20 lambda =  -0.4499825 
## Iteration 21 lambda =  -0.4499832 
## Iteration 22 lambda =  -0.4499836 
## Iteration 23 lambda =  -0.4499837 
## Iteration 24 lambda =  -0.4499838 
## Iteration 1 lambda =  0.3535891 
## Iteration 2 lambda =  0.03038369 
## Iteration 3 lambda =  -0.131219 
## Iteration 4 lambda =  -0.2120204 
## Iteration 5 lambda =  -0.2524211 
## Iteration 6 lambda =  -0.2726214 
## Iteration 7 lambda =  -0.2827216 
## Iteration 8 lambda =  -0.2877717 
## Iteration 9 lambda =  -0.2902967 
## Iteration 10 lambda =  -0.2915592 
## Iteration 11 lambda =  -0.2921905 
## Iteration 12 lambda =  -0.2925061 
## Iteration 13 lambda =  -0.2926639 
## Iteration 14 lambda =  -0.2927428 
## Iteration 15 lambda =  -0.2927823 
## Iteration 16 lambda =  -0.292802 
## Iteration 17 lambda =  -0.2928119 
## Iteration 18 lambda =  -0.2928168 
## Iteration 19 lambda =  -0.2928193 
## Iteration 20 lambda =  -0.2928205 
## Iteration 21 lambda =  -0.2928211 
## Iteration 22 lambda =  -0.2928214 
## Iteration 23 lambda =  -0.2928216 
## Iteration 24 lambda =  -0.2928217 
## Iteration 1 lambda =  0.2876712 
## Iteration 2 lambda =  -0.06849324 
## Iteration 3 lambda =  -0.2465755 
## Iteration 4 lambda =  -0.3356166 
## Iteration 5 lambda =  -0.3801371 
## Iteration 6 lambda =  -0.4023974 
## Iteration 7 lambda =  -0.4135275 
## Iteration 8 lambda =  -0.4190926 
## Iteration 9 lambda =  -0.4218751 
## Iteration 10 lambda =  -0.4232664 
## Iteration 11 lambda =  -0.423962 
## Iteration 12 lambda =  -0.4243098 
## Iteration 13 lambda =  -0.4244838 
## Iteration 14 lambda =  -0.4245707 
## Iteration 15 lambda =  -0.4246142 
## Iteration 16 lambda =  -0.4246359 
## Iteration 17 lambda =  -0.4246468 
## Iteration 18 lambda =  -0.4246522 
## Iteration 19 lambda =  -0.4246549 
## Iteration 20 lambda =  -0.4246563 
## Iteration 21 lambda =  -0.424657 
## Iteration 22 lambda =  -0.4246573 
## Iteration 23 lambda =  -0.4246575 
## Iteration 24 lambda =  -0.4246576 
## Iteration 1 lambda =  0.3502544 
## Iteration 2 lambda =  0.02538161 
## Iteration 3 lambda =  -0.1370548 
## Iteration 4 lambda =  -0.218273 
## Iteration 5 lambda =  -0.2588821 
## Iteration 6 lambda =  -0.2791866 
## Iteration 7 lambda =  -0.2893389 
## Iteration 8 lambda =  -0.294415 
## Iteration 9 lambda =  -0.2969531 
## Iteration 10 lambda =  -0.2982221 
## Iteration 11 lambda =  -0.2988567 
## Iteration 12 lambda =  -0.2991739 
## Iteration 13 lambda =  -0.2993326 
## Iteration 14 lambda =  -0.2994119 
## Iteration 15 lambda =  -0.2994515 
## Iteration 16 lambda =  -0.2994714 
## Iteration 17 lambda =  -0.2994813 
## Iteration 18 lambda =  -0.2994862 
## Iteration 19 lambda =  -0.2994887 
## Iteration 20 lambda =  -0.2994899 
## Iteration 21 lambda =  -0.2994906 
## Iteration 22 lambda =  -0.2994909 
## Iteration 23 lambda =  -0.299491 
## Iteration 24 lambda =  -0.2994911 
## Iteration 1 lambda =  0.3302077 
## Iteration 2 lambda =  -0.004688414 
## Iteration 3 lambda =  -0.1721365 
## Iteration 4 lambda =  -0.2558605 
## Iteration 5 lambda =  -0.2977225 
## Iteration 6 lambda =  -0.3186535 
## Iteration 7 lambda =  -0.329119 
## Iteration 8 lambda =  -0.3343518 
## Iteration 9 lambda =  -0.3369682 
## Iteration 10 lambda =  -0.3382764 
## Iteration 11 lambda =  -0.3389305 
## Iteration 12 lambda =  -0.3392575 
## Iteration 13 lambda =  -0.339421 
## Iteration 14 lambda =  -0.3395028 
## Iteration 15 lambda =  -0.3395437 
## Iteration 16 lambda =  -0.3395641 
## Iteration 17 lambda =  -0.3395743 
## Iteration 18 lambda =  -0.3395794 
## Iteration 19 lambda =  -0.339582 
## Iteration 20 lambda =  -0.3395833 
## Iteration 21 lambda =  -0.3395839 
## Iteration 22 lambda =  -0.3395842 
## Iteration 23 lambda =  -0.3395844 
## Iteration 24 lambda =  -0.3395845 
## Iteration 1 lambda =  0.3008713 
## Iteration 2 lambda =  -0.04869308 
## Iteration 3 lambda =  -0.2234753 
## Iteration 4 lambda =  -0.3108663 
## Iteration 5 lambda =  -0.3545619 
## Iteration 6 lambda =  -0.3764097 
## Iteration 7 lambda =  -0.3873336 
## Iteration 8 lambda =  -0.3927955 
## Iteration 9 lambda =  -0.3955265 
## Iteration 10 lambda =  -0.396892 
## Iteration 11 lambda =  -0.3975747 
## Iteration 12 lambda =  -0.3979161 
## Iteration 13 lambda =  -0.3980868 
## Iteration 14 lambda =  -0.3981721 
## Iteration 15 lambda =  -0.3982148 
## Iteration 16 lambda =  -0.3982361 
## Iteration 17 lambda =  -0.3982468 
## Iteration 18 lambda =  -0.3982521 
## Iteration 19 lambda =  -0.3982548 
## Iteration 20 lambda =  -0.3982561 
## Iteration 21 lambda =  -0.3982568 
## Iteration 22 lambda =  -0.3982571 
## Iteration 23 lambda =  -0.3982573 
## Iteration 24 lambda =  -0.3982574 
## Iteration 1 lambda =  0.3637408 
## Iteration 2 lambda =  0.04561116 
## Iteration 3 lambda =  -0.1134536 
## Iteration 4 lambda =  -0.192986 
## Iteration 5 lambda =  -0.2327522 
## Iteration 6 lambda =  -0.2526353 
## Iteration 7 lambda =  -0.2625769 
## Iteration 8 lambda =  -0.2675477 
## Iteration 9 lambda =  -0.2700331 
## Iteration 10 lambda =  -0.2712758 
## Iteration 11 lambda =  -0.2718971 
## Iteration 12 lambda =  -0.2722078 
## Iteration 13 lambda =  -0.2723631 
## Iteration 14 lambda =  -0.2724408 
## Iteration 15 lambda =  -0.2724796 
## Iteration 16 lambda =  -0.272499 
## Iteration 17 lambda =  -0.2725087 
## Iteration 18 lambda =  -0.2725136 
## Iteration 19 lambda =  -0.272516 
## Iteration 20 lambda =  -0.2725172 
## Iteration 21 lambda =  -0.2725178 
## Iteration 22 lambda =  -0.2725181 
## Iteration 23 lambda =  -0.2725183 
## Iteration 24 lambda =  -0.2725184 
## Iteration 1 lambda =  0.3302472 
## Iteration 2 lambda =  -0.004629213 
## Iteration 3 lambda =  -0.1720674 
## Iteration 4 lambda =  -0.2557865 
## Iteration 5 lambda =  -0.2976461 
## Iteration 6 lambda =  -0.3185758 
## Iteration 7 lambda =  -0.3290407 
## Iteration 8 lambda =  -0.3342732 
## Iteration 9 lambda =  -0.3368894 
## Iteration 10 lambda =  -0.3381975 
## Iteration 11 lambda =  -0.3388516 
## Iteration 12 lambda =  -0.3391786 
## Iteration 13 lambda =  -0.3393421 
## Iteration 14 lambda =  -0.3394239 
## Iteration 15 lambda =  -0.3394647 
## Iteration 16 lambda =  -0.3394852 
## Iteration 17 lambda =  -0.3394954 
## Iteration 18 lambda =  -0.3395005 
## Iteration 19 lambda =  -0.3395031 
## Iteration 20 lambda =  -0.3395043 
## Iteration 21 lambda =  -0.339505 
## Iteration 22 lambda =  -0.3395053 
## Iteration 23 lambda =  -0.3395055 
## Iteration 24 lambda =  -0.3395055 
## Iteration 1 lambda =  0.2590794 
## Iteration 2 lambda =  -0.1113809 
## Iteration 3 lambda =  -0.296611 
## Iteration 4 lambda =  -0.3892261 
## Iteration 5 lambda =  -0.4355336 
## Iteration 6 lambda =  -0.4586874 
## Iteration 7 lambda =  -0.4702643 
## Iteration 8 lambda =  -0.4760527 
## Iteration 9 lambda =  -0.4789469 
## Iteration 10 lambda =  -0.480394 
## Iteration 11 lambda =  -0.4811176 
## Iteration 12 lambda =  -0.4814794 
## Iteration 13 lambda =  -0.4816603 
## Iteration 14 lambda =  -0.4817507 
## Iteration 15 lambda =  -0.4817959 
## Iteration 16 lambda =  -0.4818185 
## Iteration 17 lambda =  -0.4818298 
## Iteration 18 lambda =  -0.4818355 
## Iteration 19 lambda =  -0.4818383 
## Iteration 20 lambda =  -0.4818397 
## Iteration 21 lambda =  -0.4818404 
## Iteration 22 lambda =  -0.4818408 
## Iteration 23 lambda =  -0.481841 
## Iteration 24 lambda =  -0.4818411 
## Iteration 1 lambda =  0.3109069 
## Iteration 2 lambda =  -0.03363971 
## Iteration 3 lambda =  -0.205913 
## Iteration 4 lambda =  -0.2920496 
## Iteration 5 lambda =  -0.335118 
## Iteration 6 lambda =  -0.3566521 
## Iteration 7 lambda =  -0.3674192 
## Iteration 8 lambda =  -0.3728027 
## Iteration 9 lambda =  -0.3754945 
## Iteration 10 lambda =  -0.3768404 
## Iteration 11 lambda =  -0.3775133 
## Iteration 12 lambda =  -0.3778498 
## Iteration 13 lambda =  -0.3780181 
## Iteration 14 lambda =  -0.3781022 
## Iteration 15 lambda =  -0.3781442 
## Iteration 16 lambda =  -0.3781653 
## Iteration 17 lambda =  -0.3781758 
## Iteration 18 lambda =  -0.378181 
## Iteration 19 lambda =  -0.3781837 
## Iteration 20 lambda =  -0.378185 
## Iteration 21 lambda =  -0.3781856 
## Iteration 22 lambda =  -0.378186 
## Iteration 23 lambda =  -0.3781861 
## Iteration 24 lambda =  -0.3781862 
## Iteration 1 lambda =  0.3142039 
## Iteration 2 lambda =  -0.02869418 
## Iteration 3 lambda =  -0.2001432 
## Iteration 4 lambda =  -0.2858677 
## Iteration 5 lambda =  -0.32873 
## Iteration 6 lambda =  -0.3501611 
## Iteration 7 lambda =  -0.3608767 
## Iteration 8 lambda =  -0.3662345 
## Iteration 9 lambda =  -0.3689133 
## Iteration 10 lambda =  -0.3702528 
## Iteration 11 lambda =  -0.3709225 
## Iteration 12 lambda =  -0.3712574 
## Iteration 13 lambda =  -0.3714248 
## Iteration 14 lambda =  -0.3715085 
## Iteration 15 lambda =  -0.3715504 
## Iteration 16 lambda =  -0.3715713 
## Iteration 17 lambda =  -0.3715818 
## Iteration 18 lambda =  -0.371587 
## Iteration 19 lambda =  -0.3715896 
## Iteration 20 lambda =  -0.3715909 
## Iteration 21 lambda =  -0.3715916 
## Iteration 22 lambda =  -0.3715919 
## Iteration 23 lambda =  -0.3715921 
## Iteration 24 lambda =  -0.3715922 
## Iteration 1 lambda =  0.2763668 
## Iteration 2 lambda =  -0.08544985 
## Iteration 3 lambda =  -0.2663582 
## Iteration 4 lambda =  -0.3568123 
## Iteration 5 lambda =  -0.4020394 
## Iteration 6 lambda =  -0.4246529 
## Iteration 7 lambda =  -0.4359597 
## Iteration 8 lambda =  -0.4416131 
## Iteration 9 lambda =  -0.4444398 
## Iteration 10 lambda =  -0.4458531 
## Iteration 11 lambda =  -0.4465598 
## Iteration 12 lambda =  -0.4469131 
## Iteration 13 lambda =  -0.4470898 
## Iteration 14 lambda =  -0.4471781 
## Iteration 15 lambda =  -0.4472223 
## Iteration 16 lambda =  -0.4472444 
## Iteration 17 lambda =  -0.4472554 
## Iteration 18 lambda =  -0.4472609 
## Iteration 19 lambda =  -0.4472637 
## Iteration 20 lambda =  -0.4472651 
## Iteration 21 lambda =  -0.4472658 
## Iteration 22 lambda =  -0.4472661 
## Iteration 23 lambda =  -0.4472663 
## Iteration 24 lambda =  -0.4472664 
## Iteration 1 lambda =  0.295393 
## Iteration 2 lambda =  -0.05691056 
## Iteration 3 lambda =  -0.2330623 
## Iteration 4 lambda =  -0.3211382 
## Iteration 5 lambda =  -0.3651761 
## Iteration 6 lambda =  -0.3871951 
## Iteration 7 lambda =  -0.3982046 
## Iteration 8 lambda =  -0.4037093 
## Iteration 9 lambda =  -0.4064617 
## Iteration 10 lambda =  -0.4078379 
## Iteration 11 lambda =  -0.408526 
## Iteration 12 lambda =  -0.40887 
## Iteration 13 lambda =  -0.4090421 
## Iteration 14 lambda =  -0.4091281 
## Iteration 15 lambda =  -0.4091711 
## Iteration 16 lambda =  -0.4091926 
## Iteration 17 lambda =  -0.4092033 
## Iteration 18 lambda =  -0.4092087 
## Iteration 19 lambda =  -0.4092114 
## Iteration 20 lambda =  -0.4092127 
## Iteration 21 lambda =  -0.4092134 
## Iteration 22 lambda =  -0.4092137 
## Iteration 23 lambda =  -0.4092139 
## Iteration 24 lambda =  -0.409214 
## Iteration 1 lambda =  0.3338593 
## Iteration 2 lambda =  0.000788912 
## Iteration 3 lambda =  -0.1657463 
## Iteration 4 lambda =  -0.2490139 
## Iteration 5 lambda =  -0.2906477 
## Iteration 6 lambda =  -0.3114646 
## Iteration 7 lambda =  -0.321873 
## Iteration 8 lambda =  -0.3270772 
## Iteration 9 lambda =  -0.3296793 
## Iteration 10 lambda =  -0.3309804 
## Iteration 11 lambda =  -0.3316309 
## Iteration 12 lambda =  -0.3319562 
## Iteration 13 lambda =  -0.3321188 
## Iteration 14 lambda =  -0.3322001 
## Iteration 15 lambda =  -0.3322408 
## Iteration 16 lambda =  -0.3322611 
## Iteration 17 lambda =  -0.3322713 
## Iteration 18 lambda =  -0.3322764 
## Iteration 19 lambda =  -0.3322789 
## Iteration 20 lambda =  -0.3322802 
## Iteration 21 lambda =  -0.3322808 
## Iteration 22 lambda =  -0.3322811 
## Iteration 23 lambda =  -0.3322813 
## Iteration 24 lambda =  -0.3322814 
## Iteration 1 lambda =  0.3477538 
## Iteration 2 lambda =  0.02163074 
## Iteration 3 lambda =  -0.1414308 
## Iteration 4 lambda =  -0.2229616 
## Iteration 5 lambda =  -0.263727 
## Iteration 6 lambda =  -0.2841097 
## Iteration 7 lambda =  -0.294301 
## Iteration 8 lambda =  -0.2993967 
## Iteration 9 lambda =  -0.3019445 
## Iteration 10 lambda =  -0.3032184 
## Iteration 11 lambda =  -0.3038554 
## Iteration 12 lambda =  -0.3041739 
## Iteration 13 lambda =  -0.3043331 
## Iteration 14 lambda =  -0.3044127 
## Iteration 15 lambda =  -0.3044525 
## Iteration 16 lambda =  -0.3044724 
## Iteration 17 lambda =  -0.3044824 
## Iteration 18 lambda =  -0.3044874 
## Iteration 19 lambda =  -0.3044899 
## Iteration 20 lambda =  -0.3044911 
## Iteration 21 lambda =  -0.3044917 
## Iteration 22 lambda =  -0.304492 
## Iteration 23 lambda =  -0.3044922 
## Iteration 24 lambda =  -0.3044923 
## Iteration 1 lambda =  0.2912464 
## Iteration 2 lambda =  -0.06313045 
## Iteration 3 lambda =  -0.2403189 
## Iteration 4 lambda =  -0.3289131 
## Iteration 5 lambda =  -0.3732102 
## Iteration 6 lambda =  -0.3953587 
## Iteration 7 lambda =  -0.406433 
## Iteration 8 lambda =  -0.4119701 
## Iteration 9 lambda =  -0.4147387 
## Iteration 10 lambda =  -0.416123 
## Iteration 11 lambda =  -0.4168151 
## Iteration 12 lambda =  -0.4171612 
## Iteration 13 lambda =  -0.4173342 
## Iteration 14 lambda =  -0.4174207 
## Iteration 15 lambda =  -0.417464 
## Iteration 16 lambda =  -0.4174856 
## Iteration 17 lambda =  -0.4174964 
## Iteration 18 lambda =  -0.4175019 
## Iteration 19 lambda =  -0.4175046 
## Iteration 20 lambda =  -0.4175059 
## Iteration 21 lambda =  -0.4175066 
## Iteration 22 lambda =  -0.4175069 
## Iteration 23 lambda =  -0.4175071 
## Iteration 24 lambda =  -0.4175072 
## Iteration 1 lambda =  0.3371778 
## Iteration 2 lambda =  0.005766773 
## Iteration 3 lambda =  -0.1599388 
## Iteration 4 lambda =  -0.2427915 
## Iteration 5 lambda =  -0.2842179 
## Iteration 6 lambda =  -0.3049311 
## Iteration 7 lambda =  -0.3152877 
## Iteration 8 lambda =  -0.320466 
## Iteration 9 lambda =  -0.3230552 
## Iteration 10 lambda =  -0.3243497 
## Iteration 11 lambda =  -0.324997 
## Iteration 12 lambda =  -0.3253207 
## Iteration 13 lambda =  -0.3254825 
## Iteration 14 lambda =  -0.3255634 
## Iteration 15 lambda =  -0.3256038 
## Iteration 16 lambda =  -0.3256241 
## Iteration 17 lambda =  -0.3256342 
## Iteration 18 lambda =  -0.3256392 
## Iteration 19 lambda =  -0.3256418 
## Iteration 20 lambda =  -0.325643 
## Iteration 21 lambda =  -0.3256437 
## Iteration 22 lambda =  -0.325644 
## Iteration 23 lambda =  -0.3256441 
## Iteration 24 lambda =  -0.3256442 
## Iteration 1 lambda =  0.3109685 
## Iteration 2 lambda =  -0.03354723 
## Iteration 3 lambda =  -0.2058051 
## Iteration 4 lambda =  -0.291934 
## Iteration 5 lambda =  -0.3349985 
## Iteration 6 lambda =  -0.3565307 
## Iteration 7 lambda =  -0.3672969 
## Iteration 8 lambda =  -0.3726799 
## Iteration 9 lambda =  -0.3753714 
## Iteration 10 lambda =  -0.3767172 
## Iteration 11 lambda =  -0.3773901 
## Iteration 12 lambda =  -0.3777265 
## Iteration 13 lambda =  -0.3778948 
## Iteration 14 lambda =  -0.3779789 
## Iteration 15 lambda =  -0.3780209 
## Iteration 16 lambda =  -0.378042 
## Iteration 17 lambda =  -0.3780525 
## Iteration 18 lambda =  -0.3780577 
## Iteration 19 lambda =  -0.3780603 
## Iteration 20 lambda =  -0.3780617 
## Iteration 21 lambda =  -0.3780623 
## Iteration 22 lambda =  -0.3780626 
## Iteration 23 lambda =  -0.3780628 
## Iteration 24 lambda =  -0.3780629 
## Iteration 1 lambda =  0.3477874 
## Iteration 2 lambda =  0.02168106 
## Iteration 3 lambda =  -0.1413721 
## Iteration 4 lambda =  -0.2228987 
## Iteration 5 lambda =  -0.263662 
## Iteration 6 lambda =  -0.2840436 
## Iteration 7 lambda =  -0.2942344 
## Iteration 8 lambda =  -0.2993298 
## Iteration 9 lambda =  -0.3018775 
## Iteration 10 lambda =  -0.3031514 
## Iteration 11 lambda =  -0.3037883 
## Iteration 12 lambda =  -0.3041068 
## Iteration 13 lambda =  -0.304266 
## Iteration 14 lambda =  -0.3043456 
## Iteration 15 lambda =  -0.3043854 
## Iteration 16 lambda =  -0.3044054 
## Iteration 17 lambda =  -0.3044153 
## Iteration 18 lambda =  -0.3044203 
## Iteration 19 lambda =  -0.3044228 
## Iteration 20 lambda =  -0.304424 
## Iteration 21 lambda =  -0.3044246 
## Iteration 22 lambda =  -0.3044249 
## Iteration 23 lambda =  -0.3044251 
## Iteration 24 lambda =  -0.3044252 
## Iteration 1 lambda =  0.3311041 
## Iteration 2 lambda =  -0.00334382 
## Iteration 3 lambda =  -0.1705678 
## Iteration 4 lambda =  -0.2541798 
## Iteration 5 lambda =  -0.2959858 
## Iteration 6 lambda =  -0.3168888 
## Iteration 7 lambda =  -0.3273403 
## Iteration 8 lambda =  -0.332566 
## Iteration 9 lambda =  -0.3351789 
## Iteration 10 lambda =  -0.3364853 
## Iteration 11 lambda =  -0.3371385 
## Iteration 12 lambda =  -0.3374652 
## Iteration 13 lambda =  -0.3376285 
## Iteration 14 lambda =  -0.3377101 
## Iteration 15 lambda =  -0.3377509 
## Iteration 16 lambda =  -0.3377713 
## Iteration 17 lambda =  -0.3377816 
## Iteration 18 lambda =  -0.3377867 
## Iteration 19 lambda =  -0.3377892 
## Iteration 20 lambda =  -0.3377905 
## Iteration 21 lambda =  -0.3377911 
## Iteration 22 lambda =  -0.3377914 
## Iteration 23 lambda =  -0.3377916 
## Iteration 24 lambda =  -0.3377917 
## Iteration 1 lambda =  0.2985883 
## Iteration 2 lambda =  -0.05211748 
## Iteration 3 lambda =  -0.2274704 
## Iteration 4 lambda =  -0.3151468 
## Iteration 5 lambda =  -0.3589851 
## Iteration 6 lambda =  -0.3809042 
## Iteration 7 lambda =  -0.3918637 
## Iteration 8 lambda =  -0.3973435 
## Iteration 9 lambda =  -0.4000834 
## Iteration 10 lambda =  -0.4014534 
## Iteration 11 lambda =  -0.4021383 
## Iteration 12 lambda =  -0.4024808 
## Iteration 13 lambda =  -0.4026521 
## Iteration 14 lambda =  -0.4027377 
## Iteration 15 lambda =  -0.4027805 
## Iteration 16 lambda =  -0.4028019 
## Iteration 17 lambda =  -0.4028126 
## Iteration 18 lambda =  -0.402818 
## Iteration 19 lambda =  -0.4028206 
## Iteration 20 lambda =  -0.402822 
## Iteration 21 lambda =  -0.4028226 
## Iteration 22 lambda =  -0.402823 
## Iteration 23 lambda =  -0.4028231 
## Iteration 24 lambda =  -0.4028232 
## Iteration 1 lambda =  0.2855713 
## Iteration 2 lambda =  -0.07164307 
## Iteration 3 lambda =  -0.2502503 
## Iteration 4 lambda =  -0.3395538 
## Iteration 5 lambda =  -0.3842056 
## Iteration 6 lambda =  -0.4065315 
## Iteration 7 lambda =  -0.4176945 
## Iteration 8 lambda =  -0.423276 
## Iteration 9 lambda =  -0.4260667 
## Iteration 10 lambda =  -0.4274621 
## Iteration 11 lambda =  -0.4281597 
## Iteration 12 lambda =  -0.4285086 
## Iteration 13 lambda =  -0.428683 
## Iteration 14 lambda =  -0.4287702 
## Iteration 15 lambda =  -0.4288138 
## Iteration 16 lambda =  -0.4288356 
## Iteration 17 lambda =  -0.4288465 
## Iteration 18 lambda =  -0.428852 
## Iteration 19 lambda =  -0.4288547 
## Iteration 20 lambda =  -0.4288561 
## Iteration 21 lambda =  -0.4288568 
## Iteration 22 lambda =  -0.4288571 
## Iteration 23 lambda =  -0.4288573 
## Iteration 24 lambda =  -0.4288573 
## Iteration 1 lambda =  0.3386034 
## Iteration 2 lambda =  0.007905026 
## Iteration 3 lambda =  -0.1574441 
## Iteration 4 lambda =  -0.2401187 
## Iteration 5 lambda =  -0.281456 
## Iteration 6 lambda =  -0.3021247 
## Iteration 7 lambda =  -0.312459 
## Iteration 8 lambda =  -0.3176261 
## Iteration 9 lambda =  -0.3202097 
## Iteration 10 lambda =  -0.3215015 
## Iteration 11 lambda =  -0.3221474 
## Iteration 12 lambda =  -0.3224704 
## Iteration 13 lambda =  -0.3226318 
## Iteration 14 lambda =  -0.3227126 
## Iteration 15 lambda =  -0.3227529 
## Iteration 16 lambda =  -0.3227731 
## Iteration 17 lambda =  -0.3227832 
## Iteration 18 lambda =  -0.3227883 
## Iteration 19 lambda =  -0.3227908 
## Iteration 20 lambda =  -0.322792 
## Iteration 21 lambda =  -0.3227927 
## Iteration 22 lambda =  -0.322793 
## Iteration 23 lambda =  -0.3227931 
## Iteration 24 lambda =  -0.3227932 
## Iteration 1 lambda =  0.2896407 
## Iteration 2 lambda =  -0.06553888 
## Iteration 3 lambda =  -0.2431287 
## Iteration 4 lambda =  -0.3319236 
## Iteration 5 lambda =  -0.3763211 
## Iteration 6 lambda =  -0.3985198 
## Iteration 7 lambda =  -0.4096191 
## Iteration 8 lambda =  -0.4151688 
## Iteration 9 lambda =  -0.4179437 
## Iteration 10 lambda =  -0.4193311 
## Iteration 11 lambda =  -0.4200248 
## Iteration 12 lambda =  -0.4203717 
## Iteration 13 lambda =  -0.4205451 
## Iteration 14 lambda =  -0.4206318 
## Iteration 15 lambda =  -0.4206752 
## Iteration 16 lambda =  -0.4206968 
## Iteration 17 lambda =  -0.4207077 
## Iteration 18 lambda =  -0.4207131 
## Iteration 19 lambda =  -0.4207158 
## Iteration 20 lambda =  -0.4207172 
## Iteration 21 lambda =  -0.4207178 
## Iteration 22 lambda =  -0.4207182 
## Iteration 23 lambda =  -0.4207183 
## Iteration 24 lambda =  -0.4207184 
## Iteration 1 lambda =  0.3761819 
## Iteration 2 lambda =  0.06427285 
## Iteration 3 lambda =  -0.09168167 
## Iteration 4 lambda =  -0.1696589 
## Iteration 5 lambda =  -0.2086476 
## Iteration 6 lambda =  -0.2281419 
## Iteration 7 lambda =  -0.237889 
## Iteration 8 lambda =  -0.2427626 
## Iteration 9 lambda =  -0.2451994 
## Iteration 10 lambda =  -0.2464178 
## Iteration 11 lambda =  -0.247027 
## Iteration 12 lambda =  -0.2473316 
## Iteration 13 lambda =  -0.2474839 
## Iteration 14 lambda =  -0.24756 
## Iteration 15 lambda =  -0.2475981 
## Iteration 16 lambda =  -0.2476172 
## Iteration 17 lambda =  -0.2476267 
## Iteration 18 lambda =  -0.2476314 
## Iteration 19 lambda =  -0.2476338 
## Iteration 20 lambda =  -0.247635 
## Iteration 21 lambda =  -0.2476356 
## Iteration 22 lambda =  -0.2476359 
## Iteration 23 lambda =  -0.2476361 
## Iteration 24 lambda =  -0.2476361 
## Iteration 1 lambda =  0.3617107 
## Iteration 2 lambda =  0.042566 
## Iteration 3 lambda =  -0.1170063 
## Iteration 4 lambda =  -0.1967925 
## Iteration 5 lambda =  -0.2366856 
## Iteration 6 lambda =  -0.2566321 
## Iteration 7 lambda =  -0.2666054 
## Iteration 8 lambda =  -0.271592 
## Iteration 9 lambda =  -0.2740854 
## Iteration 10 lambda =  -0.275332 
## Iteration 11 lambda =  -0.2759553 
## Iteration 12 lambda =  -0.276267 
## Iteration 13 lambda =  -0.2764228 
## Iteration 14 lambda =  -0.2765008 
## Iteration 15 lambda =  -0.2765397 
## Iteration 16 lambda =  -0.2765592 
## Iteration 17 lambda =  -0.2765689 
## Iteration 18 lambda =  -0.2765738 
## Iteration 19 lambda =  -0.2765762 
## Iteration 20 lambda =  -0.2765775 
## Iteration 21 lambda =  -0.2765781 
## Iteration 22 lambda =  -0.2765784 
## Iteration 23 lambda =  -0.2765785 
## Iteration 24 lambda =  -0.2765786 
## Iteration 1 lambda =  0.3388005 
## Iteration 2 lambda =  0.008200819 
## Iteration 3 lambda =  -0.157099 
## Iteration 4 lambda =  -0.239749 
## Iteration 5 lambda =  -0.2810739 
## Iteration 6 lambda =  -0.3017364 
## Iteration 7 lambda =  -0.3120677 
## Iteration 8 lambda =  -0.3172333 
## Iteration 9 lambda =  -0.3198161 
## Iteration 10 lambda =  -0.3211075 
## Iteration 11 lambda =  -0.3217532 
## Iteration 12 lambda =  -0.3220761 
## Iteration 13 lambda =  -0.3222375 
## Iteration 14 lambda =  -0.3223182 
## Iteration 15 lambda =  -0.3223586 
## Iteration 16 lambda =  -0.3223787 
## Iteration 17 lambda =  -0.3223888 
## Iteration 18 lambda =  -0.3223939 
## Iteration 19 lambda =  -0.3223964 
## Iteration 20 lambda =  -0.3223976 
## Iteration 21 lambda =  -0.3223983 
## Iteration 22 lambda =  -0.3223986 
## Iteration 23 lambda =  -0.3223988 
## Iteration 24 lambda =  -0.3223988 
## Iteration 1 lambda =  0.3377737 
## Iteration 2 lambda =  0.006660593 
## Iteration 3 lambda =  -0.158896 
## Iteration 4 lambda =  -0.2416743 
## Iteration 5 lambda =  -0.2830634 
## Iteration 6 lambda =  -0.303758 
## Iteration 7 lambda =  -0.3141053 
## Iteration 8 lambda =  -0.3192789 
## Iteration 9 lambda =  -0.3218657 
## Iteration 10 lambda =  -0.3231591 
## Iteration 11 lambda =  -0.3238058 
## Iteration 12 lambda =  -0.3241292 
## Iteration 13 lambda =  -0.3242909 
## Iteration 14 lambda =  -0.3243717 
## Iteration 15 lambda =  -0.3244121 
## Iteration 16 lambda =  -0.3244323 
## Iteration 17 lambda =  -0.3244424 
## Iteration 18 lambda =  -0.3244475 
## Iteration 19 lambda =  -0.32445 
## Iteration 20 lambda =  -0.3244513 
## Iteration 21 lambda =  -0.3244519 
## Iteration 22 lambda =  -0.3244522 
## Iteration 23 lambda =  -0.3244524 
## Iteration 24 lambda =  -0.3244525 
## Iteration 1 lambda =  0.3686427 
## Iteration 2 lambda =  0.05296411 
## Iteration 3 lambda =  -0.1048752 
## Iteration 4 lambda =  -0.1837949 
## Iteration 5 lambda =  -0.2232547 
## Iteration 6 lambda =  -0.2429846 
## Iteration 7 lambda =  -0.2528496 
## Iteration 8 lambda =  -0.257782 
## Iteration 9 lambda =  -0.2602483 
## Iteration 10 lambda =  -0.2614814 
## Iteration 11 lambda =  -0.262098 
## Iteration 12 lambda =  -0.2624062 
## Iteration 13 lambda =  -0.2625604 
## Iteration 14 lambda =  -0.2626375 
## Iteration 15 lambda =  -0.262676 
## Iteration 16 lambda =  -0.2626953 
## Iteration 17 lambda =  -0.2627049 
## Iteration 18 lambda =  -0.2627097 
## Iteration 19 lambda =  -0.2627121 
## Iteration 20 lambda =  -0.2627133 
## Iteration 21 lambda =  -0.2627139 
## Iteration 22 lambda =  -0.2627142 
## Iteration 23 lambda =  -0.2627144 
## Iteration 24 lambda =  -0.2627145 
## Iteration 1 lambda =  0.3127295 
## Iteration 2 lambda =  -0.03090577 
## Iteration 3 lambda =  -0.2027234 
## Iteration 4 lambda =  -0.2886322 
## Iteration 5 lambda =  -0.3315866 
## Iteration 6 lambda =  -0.3530638 
## Iteration 7 lambda =  -0.3638024 
## Iteration 8 lambda =  -0.3691717 
## Iteration 9 lambda =  -0.3718564 
## Iteration 10 lambda =  -0.3731987 
## Iteration 11 lambda =  -0.3738699 
## Iteration 12 lambda =  -0.3742054 
## Iteration 13 lambda =  -0.3743732 
## Iteration 14 lambda =  -0.3744571 
## Iteration 15 lambda =  -0.3744991 
## Iteration 16 lambda =  -0.37452 
## Iteration 17 lambda =  -0.3745305 
## Iteration 18 lambda =  -0.3745358 
## Iteration 19 lambda =  -0.3745384 
## Iteration 20 lambda =  -0.3745397 
## Iteration 21 lambda =  -0.3745404 
## Iteration 22 lambda =  -0.3745407 
## Iteration 23 lambda =  -0.3745409 
## Iteration 24 lambda =  -0.3745409 
## Iteration 1 lambda =  0.3426243 
## Iteration 2 lambda =  0.01393639 
## Iteration 3 lambda =  -0.1504075 
## Iteration 4 lambda =  -0.2325795 
## Iteration 5 lambda =  -0.2736655 
## Iteration 6 lambda =  -0.2942085 
## Iteration 7 lambda =  -0.30448 
## Iteration 8 lambda =  -0.3096157 
## Iteration 9 lambda =  -0.3121836 
## Iteration 10 lambda =  -0.3134675 
## Iteration 11 lambda =  -0.3141095 
## Iteration 12 lambda =  -0.3144305 
## Iteration 13 lambda =  -0.314591 
## Iteration 14 lambda =  -0.3146712 
## Iteration 15 lambda =  -0.3147114 
## Iteration 16 lambda =  -0.3147314 
## Iteration 17 lambda =  -0.3147414 
## Iteration 18 lambda =  -0.3147465 
## Iteration 19 lambda =  -0.314749 
## Iteration 20 lambda =  -0.3147502 
## Iteration 21 lambda =  -0.3147509 
## Iteration 22 lambda =  -0.3147512 
## Iteration 23 lambda =  -0.3147513 
## Iteration 24 lambda =  -0.3147514 
## Iteration 1 lambda =  0.3130932 
## Iteration 2 lambda =  -0.03036016 
## Iteration 3 lambda =  -0.2020868 
## Iteration 4 lambda =  -0.2879502 
## Iteration 5 lambda =  -0.3308819 
## Iteration 6 lambda =  -0.3523477 
## Iteration 7 lambda =  -0.3630806 
## Iteration 8 lambda =  -0.3684471 
## Iteration 9 lambda =  -0.3711303 
## Iteration 10 lambda =  -0.3724719 
## Iteration 11 lambda =  -0.3731427 
## Iteration 12 lambda =  -0.3734781 
## Iteration 13 lambda =  -0.3736458 
## Iteration 14 lambda =  -0.3737297 
## Iteration 15 lambda =  -0.3737716 
## Iteration 16 lambda =  -0.3737926 
## Iteration 17 lambda =  -0.3738031 
## Iteration 18 lambda =  -0.3738083 
## Iteration 19 lambda =  -0.3738109 
## Iteration 20 lambda =  -0.3738122 
## Iteration 21 lambda =  -0.3738129 
## Iteration 22 lambda =  -0.3738132 
## Iteration 23 lambda =  -0.3738134 
## Iteration 24 lambda =  -0.3738135 
## Iteration 1 lambda =  0.302939 
## Iteration 2 lambda =  -0.04559143 
## Iteration 3 lambda =  -0.2198567 
## Iteration 4 lambda =  -0.3069893 
## Iteration 5 lambda =  -0.3505556 
## Iteration 6 lambda =  -0.3723388 
## Iteration 7 lambda =  -0.3832303 
## Iteration 8 lambda =  -0.3886761 
## Iteration 9 lambda =  -0.391399 
## Iteration 10 lambda =  -0.3927605 
## Iteration 11 lambda =  -0.3934412 
## Iteration 12 lambda =  -0.3937815 
## Iteration 13 lambda =  -0.3939517 
## Iteration 14 lambda =  -0.3940368 
## Iteration 15 lambda =  -0.3940794 
## Iteration 16 lambda =  -0.3941006 
## Iteration 17 lambda =  -0.3941113 
## Iteration 18 lambda =  -0.3941166 
## Iteration 19 lambda =  -0.3941193 
## Iteration 20 lambda =  -0.3941206 
## Iteration 21 lambda =  -0.3941212 
## Iteration 22 lambda =  -0.3941216 
## Iteration 23 lambda =  -0.3941217 
## Iteration 24 lambda =  -0.3941218 
## Iteration 1 lambda =  0.3460342 
## Iteration 2 lambda =  0.01905128 
## Iteration 3 lambda =  -0.1444402 
## Iteration 4 lambda =  -0.2261859 
## Iteration 5 lambda =  -0.2670588 
## Iteration 6 lambda =  -0.2874952 
## Iteration 7 lambda =  -0.2977134 
## Iteration 8 lambda =  -0.3028225 
## Iteration 9 lambda =  -0.3053771 
## Iteration 10 lambda =  -0.3066543 
## Iteration 11 lambda =  -0.307293 
## Iteration 12 lambda =  -0.3076123 
## Iteration 13 lambda =  -0.307772 
## Iteration 14 lambda =  -0.3078518 
## Iteration 15 lambda =  -0.3078917 
## Iteration 16 lambda =  -0.3079117 
## Iteration 17 lambda =  -0.3079216 
## Iteration 18 lambda =  -0.3079266 
## Iteration 19 lambda =  -0.3079291 
## Iteration 20 lambda =  -0.3079304 
## Iteration 21 lambda =  -0.307931 
## Iteration 22 lambda =  -0.3079313 
## Iteration 23 lambda =  -0.3079315 
## Iteration 24 lambda =  -0.3079315 
## Iteration 1 lambda =  0.3476552 
## Iteration 2 lambda =  0.02148274 
## Iteration 3 lambda =  -0.1416035 
## Iteration 4 lambda =  -0.2231466 
## Iteration 5 lambda =  -0.2639181 
## Iteration 6 lambda =  -0.2843039 
## Iteration 7 lambda =  -0.2944968 
## Iteration 8 lambda =  -0.2995932 
## Iteration 9 lambda =  -0.3021415 
## Iteration 10 lambda =  -0.3034156 
## Iteration 11 lambda =  -0.3040526 
## Iteration 12 lambda =  -0.3043712 
## Iteration 13 lambda =  -0.3045304 
## Iteration 14 lambda =  -0.30461 
## Iteration 15 lambda =  -0.3046499 
## Iteration 16 lambda =  -0.3046698 
## Iteration 17 lambda =  -0.3046797 
## Iteration 18 lambda =  -0.3046847 
## Iteration 19 lambda =  -0.3046872 
## Iteration 20 lambda =  -0.3046884 
## Iteration 21 lambda =  -0.3046891 
## Iteration 22 lambda =  -0.3046894 
## Iteration 23 lambda =  -0.3046895 
## Iteration 24 lambda =  -0.3046896 
## Iteration 1 lambda =  0.3032013 
## Iteration 2 lambda =  -0.045198 
## Iteration 3 lambda =  -0.2193977 
## Iteration 4 lambda =  -0.3064975 
## Iteration 5 lambda =  -0.3500474 
## Iteration 6 lambda =  -0.3718224 
## Iteration 7 lambda =  -0.3827099 
## Iteration 8 lambda =  -0.3881536 
## Iteration 9 lambda =  -0.3908755 
## Iteration 10 lambda =  -0.3922364 
## Iteration 11 lambda =  -0.3929169 
## Iteration 12 lambda =  -0.3932571 
## Iteration 13 lambda =  -0.3934272 
## Iteration 14 lambda =  -0.3935123 
## Iteration 15 lambda =  -0.3935548 
## Iteration 16 lambda =  -0.3935761 
## Iteration 17 lambda =  -0.3935867 
## Iteration 18 lambda =  -0.393592 
## Iteration 19 lambda =  -0.3935947 
## Iteration 20 lambda =  -0.393596 
## Iteration 21 lambda =  -0.3935967 
## Iteration 22 lambda =  -0.393597 
## Iteration 23 lambda =  -0.3935972 
## Iteration 24 lambda =  -0.3935972 
## Iteration 1 lambda =  0.3392114 
## Iteration 2 lambda =  0.008817162 
## Iteration 3 lambda =  -0.15638 
## Iteration 4 lambda =  -0.2389785 
## Iteration 5 lambda =  -0.2802778 
## Iteration 6 lambda =  -0.3009275 
## Iteration 7 lambda =  -0.3112523 
## Iteration 8 lambda =  -0.3164147 
## Iteration 9 lambda =  -0.3189959 
## Iteration 10 lambda =  -0.3202865 
## Iteration 11 lambda =  -0.3209318 
## Iteration 12 lambda =  -0.3212545 
## Iteration 13 lambda =  -0.3214158 
## Iteration 14 lambda =  -0.3214965 
## Iteration 15 lambda =  -0.3215368 
## Iteration 16 lambda =  -0.321557 
## Iteration 17 lambda =  -0.321567 
## Iteration 18 lambda =  -0.3215721 
## Iteration 19 lambda =  -0.3215746 
## Iteration 20 lambda =  -0.3215759 
## Iteration 21 lambda =  -0.3215765 
## Iteration 22 lambda =  -0.3215768 
## Iteration 23 lambda =  -0.321577 
## Iteration 24 lambda =  -0.321577 
## Iteration 1 lambda =  0.3392861 
## Iteration 2 lambda =  0.008929176 
## Iteration 3 lambda =  -0.1562493 
## Iteration 4 lambda =  -0.2388385 
## Iteration 5 lambda =  -0.2801331 
## Iteration 6 lambda =  -0.3007805 
## Iteration 7 lambda =  -0.3111041 
## Iteration 8 lambda =  -0.3162659 
## Iteration 9 lambda =  -0.3188469 
## Iteration 10 lambda =  -0.3201373 
## Iteration 11 lambda =  -0.3207825 
## Iteration 12 lambda =  -0.3211052 
## Iteration 13 lambda =  -0.3212665 
## Iteration 14 lambda =  -0.3213471 
## Iteration 15 lambda =  -0.3213874 
## Iteration 16 lambda =  -0.3214076 
## Iteration 17 lambda =  -0.3214177 
## Iteration 18 lambda =  -0.3214227 
## Iteration 19 lambda =  -0.3214252 
## Iteration 20 lambda =  -0.3214265 
## Iteration 21 lambda =  -0.3214271 
## Iteration 22 lambda =  -0.3214275 
## Iteration 23 lambda =  -0.3214276 
## Iteration 24 lambda =  -0.3214277 
## Iteration 1 lambda =  0.3048308 
## Iteration 2 lambda =  -0.04275378 
## Iteration 3 lambda =  -0.2165461 
## Iteration 4 lambda =  -0.3034422 
## Iteration 5 lambda =  -0.3468903 
## Iteration 6 lambda =  -0.3686143 
## Iteration 7 lambda =  -0.3794764 
## Iteration 8 lambda =  -0.3849074 
## Iteration 9 lambda =  -0.3876229 
## Iteration 10 lambda =  -0.3889806 
## Iteration 11 lambda =  -0.3896595 
## Iteration 12 lambda =  -0.3899989 
## Iteration 13 lambda =  -0.3901687 
## Iteration 14 lambda =  -0.3902535 
## Iteration 15 lambda =  -0.3902959 
## Iteration 16 lambda =  -0.3903172 
## Iteration 17 lambda =  -0.3903278 
## Iteration 18 lambda =  -0.3903331 
## Iteration 19 lambda =  -0.3903357 
## Iteration 20 lambda =  -0.3903371 
## Iteration 21 lambda =  -0.3903377 
## Iteration 22 lambda =  -0.390338 
## Iteration 23 lambda =  -0.3903382 
## Iteration 24 lambda =  -0.3903383 
## Iteration 1 lambda =  0.2985811 
## Iteration 2 lambda =  -0.05212838 
## Iteration 3 lambda =  -0.2274831 
## Iteration 4 lambda =  -0.3151605 
## Iteration 5 lambda =  -0.3589992 
## Iteration 6 lambda =  -0.3809185 
## Iteration 7 lambda =  -0.3918782 
## Iteration 8 lambda =  -0.397358 
## Iteration 9 lambda =  -0.4000979 
## Iteration 10 lambda =  -0.4014679 
## Iteration 11 lambda =  -0.4021529 
## Iteration 12 lambda =  -0.4024954 
## Iteration 13 lambda =  -0.4026666 
## Iteration 14 lambda =  -0.4027522 
## Iteration 15 lambda =  -0.402795 
## Iteration 16 lambda =  -0.4028164 
## Iteration 17 lambda =  -0.4028271 
## Iteration 18 lambda =  -0.4028325 
## Iteration 19 lambda =  -0.4028352 
## Iteration 20 lambda =  -0.4028365 
## Iteration 21 lambda =  -0.4028372 
## Iteration 22 lambda =  -0.4028375 
## Iteration 23 lambda =  -0.4028377 
## Iteration 24 lambda =  -0.4028378 
## Iteration 1 lambda =  0.2882327 
## Iteration 2 lambda =  -0.06765088 
## Iteration 3 lambda =  -0.2455927 
## Iteration 4 lambda =  -0.3345636 
## Iteration 5 lambda =  -0.3790491 
## Iteration 6 lambda =  -0.4012918 
## Iteration 7 lambda =  -0.4124131 
## Iteration 8 lambda =  -0.4179738 
## Iteration 9 lambda =  -0.4207542 
## Iteration 10 lambda =  -0.4221443 
## Iteration 11 lambda =  -0.4228394 
## Iteration 12 lambda =  -0.423187 
## Iteration 13 lambda =  -0.4233607 
## Iteration 14 lambda =  -0.4234476 
## Iteration 15 lambda =  -0.4234911 
## Iteration 16 lambda =  -0.4235128 
## Iteration 17 lambda =  -0.4235236 
## Iteration 18 lambda =  -0.4235291 
## Iteration 19 lambda =  -0.4235318 
## Iteration 20 lambda =  -0.4235331 
## Iteration 21 lambda =  -0.4235338 
## Iteration 22 lambda =  -0.4235342 
## Iteration 23 lambda =  -0.4235343 
## Iteration 24 lambda =  -0.4235344 
## Iteration 1 lambda =  0.2831627 
## Iteration 2 lambda =  -0.07525597 
## Iteration 3 lambda =  -0.2544653 
## Iteration 4 lambda =  -0.34407 
## Iteration 5 lambda =  -0.3888723 
## Iteration 6 lambda =  -0.4112735 
## Iteration 7 lambda =  -0.422474 
## Iteration 8 lambda =  -0.4280743 
## Iteration 9 lambda =  -0.4308745 
## Iteration 10 lambda =  -0.4322746 
## Iteration 11 lambda =  -0.4329746 
## Iteration 12 lambda =  -0.4333246 
## Iteration 13 lambda =  -0.4334996 
## Iteration 14 lambda =  -0.4335871 
## Iteration 15 lambda =  -0.4336309 
## Iteration 16 lambda =  -0.4336528 
## Iteration 17 lambda =  -0.4336637 
## Iteration 18 lambda =  -0.4336692 
## Iteration 19 lambda =  -0.4336719 
## Iteration 20 lambda =  -0.4336733 
## Iteration 21 lambda =  -0.4336739 
## Iteration 22 lambda =  -0.4336743 
## Iteration 23 lambda =  -0.4336745 
## Iteration 24 lambda =  -0.4336745 
## Iteration 1 lambda =  0.3203289 
## Iteration 2 lambda =  -0.01950668 
## Iteration 3 lambda =  -0.1894245 
## Iteration 4 lambda =  -0.2743834 
## Iteration 5 lambda =  -0.3168628 
## Iteration 6 lambda =  -0.3381025 
## Iteration 7 lambda =  -0.3487224 
## Iteration 8 lambda =  -0.3540323 
## Iteration 9 lambda =  -0.3566873 
## Iteration 10 lambda =  -0.3580148 
## Iteration 11 lambda =  -0.3586785 
## Iteration 12 lambda =  -0.3590104 
## Iteration 13 lambda =  -0.3591763 
## Iteration 14 lambda =  -0.3592593 
## Iteration 15 lambda =  -0.3593008 
## Iteration 16 lambda =  -0.3593215 
## Iteration 17 lambda =  -0.3593319 
## Iteration 18 lambda =  -0.3593371 
## Iteration 19 lambda =  -0.3593397 
## Iteration 20 lambda =  -0.3593409 
## Iteration 21 lambda =  -0.3593416 
## Iteration 22 lambda =  -0.3593419 
## Iteration 23 lambda =  -0.3593421 
## Iteration 24 lambda =  -0.3593422 
## Iteration 1 lambda =  0.326852 
## Iteration 2 lambda =  -0.009721942 
## Iteration 3 lambda =  -0.1780089 
## Iteration 4 lambda =  -0.2621524 
## Iteration 5 lambda =  -0.3042242 
## Iteration 6 lambda =  -0.32526 
## Iteration 7 lambda =  -0.335778 
## Iteration 8 lambda =  -0.341037 
## Iteration 9 lambda =  -0.3436664 
## Iteration 10 lambda =  -0.3449812 
## Iteration 11 lambda =  -0.3456386 
## Iteration 12 lambda =  -0.3459672 
## Iteration 13 lambda =  -0.3461316 
## Iteration 14 lambda =  -0.3462138 
## Iteration 15 lambda =  -0.3462548 
## Iteration 16 lambda =  -0.3462754 
## Iteration 17 lambda =  -0.3462857 
## Iteration 18 lambda =  -0.3462908 
## Iteration 19 lambda =  -0.3462934 
## Iteration 20 lambda =  -0.3462946 
## Iteration 21 lambda =  -0.3462953 
## Iteration 22 lambda =  -0.3462956 
## Iteration 23 lambda =  -0.3462958 
## Iteration 24 lambda =  -0.3462958 
## Iteration 1 lambda =  0.3338351 
## Iteration 2 lambda =  0.0007526309 
## Iteration 3 lambda =  -0.1657886 
## Iteration 4 lambda =  -0.2490592 
## Iteration 5 lambda =  -0.2906945 
## Iteration 6 lambda =  -0.3115122 
## Iteration 7 lambda =  -0.321921 
## Iteration 8 lambda =  -0.3271254 
## Iteration 9 lambda =  -0.3297276 
## Iteration 10 lambda =  -0.3310287 
## Iteration 11 lambda =  -0.3316793 
## Iteration 12 lambda =  -0.3320045 
## Iteration 13 lambda =  -0.3321672 
## Iteration 14 lambda =  -0.3322485 
## Iteration 15 lambda =  -0.3322892 
## Iteration 16 lambda =  -0.3323095 
## Iteration 17 lambda =  -0.3323197 
## Iteration 18 lambda =  -0.3323247 
## Iteration 19 lambda =  -0.3323273 
## Iteration 20 lambda =  -0.3323286 
## Iteration 21 lambda =  -0.3323292 
## Iteration 22 lambda =  -0.3323295 
## Iteration 23 lambda =  -0.3323297 
## Iteration 24 lambda =  -0.3323297 
## Iteration 1 lambda =  0.3192168 
## Iteration 2 lambda =  -0.02117477 
## Iteration 3 lambda =  -0.1913706 
## Iteration 4 lambda =  -0.2764685 
## Iteration 5 lambda =  -0.3190174 
## Iteration 6 lambda =  -0.3402919 
## Iteration 7 lambda =  -0.3509291 
## Iteration 8 lambda =  -0.3562477 
## Iteration 9 lambda =  -0.3589071 
## Iteration 10 lambda =  -0.3602367 
## Iteration 11 lambda =  -0.3609015 
## Iteration 12 lambda =  -0.3612339 
## Iteration 13 lambda =  -0.3614002 
## Iteration 14 lambda =  -0.3614833 
## Iteration 15 lambda =  -0.3615248 
## Iteration 16 lambda =  -0.3615456 
## Iteration 17 lambda =  -0.361556 
## Iteration 18 lambda =  -0.3615612 
## Iteration 19 lambda =  -0.3615638 
## Iteration 20 lambda =  -0.3615651 
## Iteration 21 lambda =  -0.3615657 
## Iteration 22 lambda =  -0.361566 
## Iteration 23 lambda =  -0.3615662 
## Iteration 24 lambda =  -0.3615663 
## Iteration 1 lambda =  0.301962 
## Iteration 2 lambda =  -0.04705702 
## Iteration 3 lambda =  -0.2215665 
## Iteration 4 lambda =  -0.3088213 
## Iteration 5 lambda =  -0.3524487 
## Iteration 6 lambda =  -0.3742623 
## Iteration 7 lambda =  -0.3851692 
## Iteration 8 lambda =  -0.3906226 
## Iteration 9 lambda =  -0.3933493 
## Iteration 10 lambda =  -0.3947127 
## Iteration 11 lambda =  -0.3953943 
## Iteration 12 lambda =  -0.3957352 
## Iteration 13 lambda =  -0.3959056 
## Iteration 14 lambda =  -0.3959908 
## Iteration 15 lambda =  -0.3960334 
## Iteration 16 lambda =  -0.3960547 
## Iteration 17 lambda =  -0.3960654 
## Iteration 18 lambda =  -0.3960707 
## Iteration 19 lambda =  -0.3960734 
## Iteration 20 lambda =  -0.3960747 
## Iteration 21 lambda =  -0.3960754 
## Iteration 22 lambda =  -0.3960757 
## Iteration 23 lambda =  -0.3960759 
## Iteration 24 lambda =  -0.3960759 
## Iteration 1 lambda =  0.3244481 
## Iteration 2 lambda =  -0.01332785 
## Iteration 3 lambda =  -0.1822158 
## Iteration 4 lambda =  -0.2666598 
## Iteration 5 lambda =  -0.3088818 
## Iteration 6 lambda =  -0.3299928 
## Iteration 7 lambda =  -0.3405483 
## Iteration 8 lambda =  -0.3458261 
## Iteration 9 lambda =  -0.3484649 
## Iteration 10 lambda =  -0.3497844 
## Iteration 11 lambda =  -0.3504441 
## Iteration 12 lambda =  -0.3507739 
## Iteration 13 lambda =  -0.3509389 
## Iteration 14 lambda =  -0.3510213 
## Iteration 15 lambda =  -0.3510626 
## Iteration 16 lambda =  -0.3510832 
## Iteration 17 lambda =  -0.3510935 
## Iteration 18 lambda =  -0.3510986 
## Iteration 19 lambda =  -0.3511012 
## Iteration 20 lambda =  -0.3511025 
## Iteration 21 lambda =  -0.3511032 
## Iteration 22 lambda =  -0.3511035 
## Iteration 23 lambda =  -0.3511036 
## Iteration 24 lambda =  -0.3511037 
## Iteration 1 lambda =  0.3507239 
## Iteration 2 lambda =  0.02608579 
## Iteration 3 lambda =  -0.1362332 
## Iteration 4 lambda =  -0.2173928 
## Iteration 5 lambda =  -0.2579725 
## Iteration 6 lambda =  -0.2782624 
## Iteration 7 lambda =  -0.2884073 
## Iteration 8 lambda =  -0.2934798 
## Iteration 9 lambda =  -0.296016 
## Iteration 10 lambda =  -0.2972842 
## Iteration 11 lambda =  -0.2979182 
## Iteration 12 lambda =  -0.2982353 
## Iteration 13 lambda =  -0.2983938 
## Iteration 14 lambda =  -0.298473 
## Iteration 15 lambda =  -0.2985127 
## Iteration 16 lambda =  -0.2985325 
## Iteration 17 lambda =  -0.2985424 
## Iteration 18 lambda =  -0.2985473 
## Iteration 19 lambda =  -0.2985498 
## Iteration 20 lambda =  -0.298551 
## Iteration 21 lambda =  -0.2985517 
## Iteration 22 lambda =  -0.298552 
## Iteration 23 lambda =  -0.2985521 
## Iteration 24 lambda =  -0.2985522 
## Iteration 1 lambda =  0.2725264 
## Iteration 2 lambda =  -0.09121047 
## Iteration 3 lambda =  -0.2730789 
## Iteration 4 lambda =  -0.3640131 
## Iteration 5 lambda =  -0.4094802 
## Iteration 6 lambda =  -0.4322137 
## Iteration 7 lambda =  -0.4435805 
## Iteration 8 lambda =  -0.4492639 
## Iteration 9 lambda =  -0.4521056 
## Iteration 10 lambda =  -0.4535264 
## Iteration 11 lambda =  -0.4542369 
## Iteration 12 lambda =  -0.4545921 
## Iteration 13 lambda =  -0.4547697 
## Iteration 14 lambda =  -0.4548585 
## Iteration 15 lambda =  -0.4549029 
## Iteration 16 lambda =  -0.4549251 
## Iteration 17 lambda =  -0.4549362 
## Iteration 18 lambda =  -0.4549417 
## Iteration 19 lambda =  -0.4549445 
## Iteration 20 lambda =  -0.4549459 
## Iteration 21 lambda =  -0.4549466 
## Iteration 22 lambda =  -0.4549469 
## Iteration 23 lambda =  -0.4549471 
## Iteration 24 lambda =  -0.4549472 
## Iteration 1 lambda =  0.2940049 
## Iteration 2 lambda =  -0.05899261 
## Iteration 3 lambda =  -0.2354914 
## Iteration 4 lambda =  -0.3237408 
## Iteration 5 lambda =  -0.3678655 
## Iteration 6 lambda =  -0.3899278 
## Iteration 7 lambda =  -0.400959 
## Iteration 8 lambda =  -0.4064746 
## Iteration 9 lambda =  -0.4092324 
## Iteration 10 lambda =  -0.4106113 
## Iteration 11 lambda =  -0.4113007 
## Iteration 12 lambda =  -0.4116454 
## Iteration 13 lambda =  -0.4118178 
## Iteration 14 lambda =  -0.411904 
## Iteration 15 lambda =  -0.4119471 
## Iteration 16 lambda =  -0.4119686 
## Iteration 17 lambda =  -0.4119794 
## Iteration 18 lambda =  -0.4119848 
## Iteration 19 lambda =  -0.4119875 
## Iteration 20 lambda =  -0.4119888 
## Iteration 21 lambda =  -0.4119895 
## Iteration 22 lambda =  -0.4119898 
## Iteration 23 lambda =  -0.41199 
## Iteration 24 lambda =  -0.4119901 
## Iteration 1 lambda =  0.2961418 
## Iteration 2 lambda =  -0.05578733 
## Iteration 3 lambda =  -0.2317519 
## Iteration 4 lambda =  -0.3197342 
## Iteration 5 lambda =  -0.3637253 
## Iteration 6 lambda =  -0.3857209 
## Iteration 7 lambda =  -0.3967187 
## Iteration 8 lambda =  -0.4022175 
## Iteration 9 lambda =  -0.404967 
## Iteration 10 lambda =  -0.4063417 
## Iteration 11 lambda =  -0.4070291 
## Iteration 12 lambda =  -0.4073728 
## Iteration 13 lambda =  -0.4075446 
## Iteration 14 lambda =  -0.4076305 
## Iteration 15 lambda =  -0.4076735 
## Iteration 16 lambda =  -0.407695 
## Iteration 17 lambda =  -0.4077057 
## Iteration 18 lambda =  -0.4077111 
## Iteration 19 lambda =  -0.4077138 
## Iteration 20 lambda =  -0.4077151 
## Iteration 21 lambda =  -0.4077158 
## Iteration 22 lambda =  -0.4077161 
## Iteration 23 lambda =  -0.4077163 
## Iteration 24 lambda =  -0.4077164 
## Iteration 1 lambda =  0.2930882 
## Iteration 2 lambda =  -0.06036776 
## Iteration 3 lambda =  -0.2370957 
## Iteration 4 lambda =  -0.3254597 
## Iteration 5 lambda =  -0.3696417 
## Iteration 6 lambda =  -0.3917327 
## Iteration 7 lambda =  -0.4027782 
## Iteration 8 lambda =  -0.4083009 
## Iteration 9 lambda =  -0.4110623 
## Iteration 10 lambda =  -0.412443 
## Iteration 11 lambda =  -0.4131333 
## Iteration 12 lambda =  -0.4134785 
## Iteration 13 lambda =  -0.4136511 
## Iteration 14 lambda =  -0.4137374 
## Iteration 15 lambda =  -0.4137805 
## Iteration 16 lambda =  -0.4138021 
## Iteration 17 lambda =  -0.4138129 
## Iteration 18 lambda =  -0.4138183 
## Iteration 19 lambda =  -0.413821 
## Iteration 20 lambda =  -0.4138223 
## Iteration 21 lambda =  -0.413823 
## Iteration 22 lambda =  -0.4138233 
## Iteration 23 lambda =  -0.4138235 
## Iteration 24 lambda =  -0.4138236 
## Iteration 1 lambda =  0.2881889 
## Iteration 2 lambda =  -0.06771668 
## Iteration 3 lambda =  -0.2456695 
## Iteration 4 lambda =  -0.3346458 
## Iteration 5 lambda =  -0.379134 
## Iteration 6 lambda =  -0.4013781 
## Iteration 7 lambda =  -0.4125002 
## Iteration 8 lambda =  -0.4180612 
## Iteration 9 lambda =  -0.4208417 
## Iteration 10 lambda =  -0.422232 
## Iteration 11 lambda =  -0.4229271 
## Iteration 12 lambda =  -0.4232747 
## Iteration 13 lambda =  -0.4234485 
## Iteration 14 lambda =  -0.4235353 
## Iteration 15 lambda =  -0.4235788 
## Iteration 16 lambda =  -0.4236005 
## Iteration 17 lambda =  -0.4236114 
## Iteration 18 lambda =  -0.4236168 
## Iteration 19 lambda =  -0.4236195 
## Iteration 20 lambda =  -0.4236209 
## Iteration 21 lambda =  -0.4236216 
## Iteration 22 lambda =  -0.4236219 
## Iteration 23 lambda =  -0.4236221 
## Iteration 24 lambda =  -0.4236222 
## Iteration 1 lambda =  0.3152047 
## Iteration 2 lambda =  -0.02719296 
## Iteration 3 lambda =  -0.1983918 
## Iteration 4 lambda =  -0.2839912 
## Iteration 5 lambda =  -0.3267909 
## Iteration 6 lambda =  -0.3481908 
## Iteration 7 lambda =  -0.3588907 
## Iteration 8 lambda =  -0.3642406 
## Iteration 9 lambda =  -0.3669156 
## Iteration 10 lambda =  -0.3682531 
## Iteration 11 lambda =  -0.3689219 
## Iteration 12 lambda =  -0.3692562 
## Iteration 13 lambda =  -0.3694234 
## Iteration 14 lambda =  -0.369507 
## Iteration 15 lambda =  -0.3695488 
## Iteration 16 lambda =  -0.3695697 
## Iteration 17 lambda =  -0.3695802 
## Iteration 18 lambda =  -0.3695854 
## Iteration 19 lambda =  -0.369588 
## Iteration 20 lambda =  -0.3695893 
## Iteration 21 lambda =  -0.36959 
## Iteration 22 lambda =  -0.3695903 
## Iteration 23 lambda =  -0.3695904 
## Iteration 24 lambda =  -0.3695905 
## Iteration 1 lambda =  0.3377139 
## Iteration 2 lambda =  0.006570882 
## Iteration 3 lambda =  -0.1590006 
## Iteration 4 lambda =  -0.2417864 
## Iteration 5 lambda =  -0.2831793 
## Iteration 6 lambda =  -0.3038757 
## Iteration 7 lambda =  -0.3142239 
## Iteration 8 lambda =  -0.319398 
## Iteration 9 lambda =  -0.3219851 
## Iteration 10 lambda =  -0.3232786 
## Iteration 11 lambda =  -0.3239254 
## Iteration 12 lambda =  -0.3242488 
## Iteration 13 lambda =  -0.3244105 
## Iteration 14 lambda =  -0.3244913 
## Iteration 15 lambda =  -0.3245317 
## Iteration 16 lambda =  -0.3245519 
## Iteration 17 lambda =  -0.3245621 
## Iteration 18 lambda =  -0.3245671 
## Iteration 19 lambda =  -0.3245696 
## Iteration 20 lambda =  -0.3245709 
## Iteration 21 lambda =  -0.3245715 
## Iteration 22 lambda =  -0.3245718 
## Iteration 23 lambda =  -0.324572 
## Iteration 24 lambda =  -0.3245721 
## Iteration 1 lambda =  0.2463683 
## Iteration 2 lambda =  -0.1304475 
## Iteration 3 lambda =  -0.3188555 
## Iteration 4 lambda =  -0.4130594 
## Iteration 5 lambda =  -0.4601614 
## Iteration 6 lambda =  -0.4837124 
## Iteration 7 lambda =  -0.4954879 
## Iteration 8 lambda =  -0.5013756 
## Iteration 9 lambda =  -0.5043195 
## Iteration 10 lambda =  -0.5057914 
## Iteration 11 lambda =  -0.5065274 
## Iteration 12 lambda =  -0.5068954 
## Iteration 13 lambda =  -0.5070794 
## Iteration 14 lambda =  -0.5071714 
## Iteration 15 lambda =  -0.5072174 
## Iteration 16 lambda =  -0.5072404 
## Iteration 17 lambda =  -0.5072519 
## Iteration 18 lambda =  -0.5072576 
## Iteration 19 lambda =  -0.5072605 
## Iteration 20 lambda =  -0.5072619 
## Iteration 21 lambda =  -0.5072627 
## Iteration 22 lambda =  -0.507263 
## Iteration 23 lambda =  -0.5072632 
## Iteration 24 lambda =  -0.5072633 
## Iteration 1 lambda =  0.298717 
## Iteration 2 lambda =  -0.05192445 
## Iteration 3 lambda =  -0.2272452 
## Iteration 4 lambda =  -0.3149056 
## Iteration 5 lambda =  -0.3587357 
## Iteration 6 lambda =  -0.3806508 
## Iteration 7 lambda =  -0.3916084 
## Iteration 8 lambda =  -0.3970872 
## Iteration 9 lambda =  -0.3998265 
## Iteration 10 lambda =  -0.4011962 
## Iteration 11 lambda =  -0.4018811 
## Iteration 12 lambda =  -0.4022235 
## Iteration 13 lambda =  -0.4023947 
## Iteration 14 lambda =  -0.4024803 
## Iteration 15 lambda =  -0.4025231 
## Iteration 16 lambda =  -0.4025445 
## Iteration 17 lambda =  -0.4025552 
## Iteration 18 lambda =  -0.4025606 
## Iteration 19 lambda =  -0.4025633 
## Iteration 20 lambda =  -0.4025646 
## Iteration 21 lambda =  -0.4025653 
## Iteration 22 lambda =  -0.4025656 
## Iteration 23 lambda =  -0.4025658 
## Iteration 24 lambda =  -0.4025658 
## Iteration 1 lambda =  0.3248576 
## Iteration 2 lambda =  -0.01271357 
## Iteration 3 lambda =  -0.1814992 
## Iteration 4 lambda =  -0.265892 
## Iteration 5 lambda =  -0.3080884 
## Iteration 6 lambda =  -0.3291866 
## Iteration 7 lambda =  -0.3397357 
## Iteration 8 lambda =  -0.3450102 
## Iteration 9 lambda =  -0.3476475 
## Iteration 10 lambda =  -0.3489661 
## Iteration 11 lambda =  -0.3496254 
## Iteration 12 lambda =  -0.3499551 
## Iteration 13 lambda =  -0.3501199 
## Iteration 14 lambda =  -0.3502023 
## Iteration 15 lambda =  -0.3502436 
## Iteration 16 lambda =  -0.3502642 
## Iteration 17 lambda =  -0.3502745 
## Iteration 18 lambda =  -0.3502796 
## Iteration 19 lambda =  -0.3502822 
## Iteration 20 lambda =  -0.3502835 
## Iteration 21 lambda =  -0.3502841 
## Iteration 22 lambda =  -0.3502844 
## Iteration 23 lambda =  -0.3502846 
## Iteration 24 lambda =  -0.3502847 
## Iteration 1 lambda =  0.3013671 
## Iteration 2 lambda =  -0.04794938 
## Iteration 3 lambda =  -0.2226076 
## Iteration 4 lambda =  -0.3099367 
## Iteration 5 lambda =  -0.3536013 
## Iteration 6 lambda =  -0.3754336 
## Iteration 7 lambda =  -0.3863497 
## Iteration 8 lambda =  -0.3918078 
## Iteration 9 lambda =  -0.3945368 
## Iteration 10 lambda =  -0.3959013 
## Iteration 11 lambda =  -0.3965836 
## Iteration 12 lambda =  -0.3969247 
## Iteration 13 lambda =  -0.3970953 
## Iteration 14 lambda =  -0.3971806 
## Iteration 15 lambda =  -0.3972232 
## Iteration 16 lambda =  -0.3972445 
## Iteration 17 lambda =  -0.3972552 
## Iteration 18 lambda =  -0.3972605 
## Iteration 19 lambda =  -0.3972632 
## Iteration 20 lambda =  -0.3972645 
## Iteration 21 lambda =  -0.3972652 
## Iteration 22 lambda =  -0.3972655 
## Iteration 23 lambda =  -0.3972657 
## Iteration 24 lambda =  -0.3972658 
## Iteration 1 lambda =  0.2953171 
## Iteration 2 lambda =  -0.05702439 
## Iteration 3 lambda =  -0.2331951 
## Iteration 4 lambda =  -0.3212805 
## Iteration 5 lambda =  -0.3653232 
## Iteration 6 lambda =  -0.3873445 
## Iteration 7 lambda =  -0.3983552 
## Iteration 8 lambda =  -0.4038605 
## Iteration 9 lambda =  -0.4066132 
## Iteration 10 lambda =  -0.4079895 
## Iteration 11 lambda =  -0.4086777 
## Iteration 12 lambda =  -0.4090218 
## Iteration 13 lambda =  -0.4091938 
## Iteration 14 lambda =  -0.4092798 
## Iteration 15 lambda =  -0.4093228 
## Iteration 16 lambda =  -0.4093444 
## Iteration 17 lambda =  -0.4093551 
## Iteration 18 lambda =  -0.4093605 
## Iteration 19 lambda =  -0.4093632 
## Iteration 20 lambda =  -0.4093645 
## Iteration 21 lambda =  -0.4093652 
## Iteration 22 lambda =  -0.4093655 
## Iteration 23 lambda =  -0.4093657 
## Iteration 24 lambda =  -0.4093658 
## Iteration 1 lambda =  0.3831231 
## Iteration 2 lambda =  0.07468459 
## Iteration 3 lambda =  -0.07953465 
## Iteration 4 lambda =  -0.1566443 
## Iteration 5 lambda =  -0.1951991 
## Iteration 6 lambda =  -0.2144765 
## Iteration 7 lambda =  -0.2241152 
## Iteration 8 lambda =  -0.2289345 
## Iteration 9 lambda =  -0.2313442 
## Iteration 10 lambda =  -0.232549 
## Iteration 11 lambda =  -0.2331515 
## Iteration 12 lambda =  -0.2334527 
## Iteration 13 lambda =  -0.2336033 
## Iteration 14 lambda =  -0.2336786 
## Iteration 15 lambda =  -0.2337162 
## Iteration 16 lambda =  -0.2337351 
## Iteration 17 lambda =  -0.2337445 
## Iteration 18 lambda =  -0.2337492 
## Iteration 19 lambda =  -0.2337515 
## Iteration 20 lambda =  -0.2337527 
## Iteration 21 lambda =  -0.2337533 
## Iteration 22 lambda =  -0.2337536 
## Iteration 23 lambda =  -0.2337537 
## Iteration 24 lambda =  -0.2337538 
## Iteration 1 lambda =  0.3248284 
## Iteration 2 lambda =  -0.01275747 
## Iteration 3 lambda =  -0.1815504 
## Iteration 4 lambda =  -0.2659468 
## Iteration 5 lambda =  -0.3081451 
## Iteration 6 lambda =  -0.3292442 
## Iteration 7 lambda =  -0.3397937 
## Iteration 8 lambda =  -0.3450685 
## Iteration 9 lambda =  -0.3477059 
## Iteration 10 lambda =  -0.3490246 
## Iteration 11 lambda =  -0.3496839 
## Iteration 12 lambda =  -0.3500136 
## Iteration 13 lambda =  -0.3501785 
## Iteration 14 lambda =  -0.3502609 
## Iteration 15 lambda =  -0.3503021 
## Iteration 16 lambda =  -0.3503227 
## Iteration 17 lambda =  -0.350333 
## Iteration 18 lambda =  -0.3503381 
## Iteration 19 lambda =  -0.3503407 
## Iteration 20 lambda =  -0.350342 
## Iteration 21 lambda =  -0.3503426 
## Iteration 22 lambda =  -0.350343 
## Iteration 23 lambda =  -0.3503431 
## Iteration 24 lambda =  -0.3503432 
## Iteration 1 lambda =  0.3009204 
## Iteration 2 lambda =  -0.04861945 
## Iteration 3 lambda =  -0.2233894 
## Iteration 4 lambda =  -0.3107743 
## Iteration 5 lambda =  -0.3544668 
## Iteration 6 lambda =  -0.376313 
## Iteration 7 lambda =  -0.3872361 
## Iteration 8 lambda =  -0.3926977 
## Iteration 9 lambda =  -0.3954285 
## Iteration 10 lambda =  -0.3967939 
## Iteration 11 lambda =  -0.3974766 
## Iteration 12 lambda =  -0.3978179 
## Iteration 13 lambda =  -0.3979886 
## Iteration 14 lambda =  -0.3980739 
## Iteration 15 lambda =  -0.3981166 
## Iteration 16 lambda =  -0.3981379 
## Iteration 17 lambda =  -0.3981486 
## Iteration 18 lambda =  -0.3981539 
## Iteration 19 lambda =  -0.3981566 
## Iteration 20 lambda =  -0.3981579 
## Iteration 21 lambda =  -0.3981586 
## Iteration 22 lambda =  -0.3981589 
## Iteration 23 lambda =  -0.3981591 
## Iteration 24 lambda =  -0.3981592 
## Iteration 1 lambda =  0.2628368 
## Iteration 2 lambda =  -0.1057447 
## Iteration 3 lambda =  -0.2900355 
## Iteration 4 lambda =  -0.3821809 
## Iteration 5 lambda =  -0.4282536 
## Iteration 6 lambda =  -0.45129 
## Iteration 7 lambda =  -0.4628081 
## Iteration 8 lambda =  -0.4685672 
## Iteration 9 lambda =  -0.4714468 
## Iteration 10 lambda =  -0.4728865 
## Iteration 11 lambda =  -0.4736064 
## Iteration 12 lambda =  -0.4739664 
## Iteration 13 lambda =  -0.4741463 
## Iteration 14 lambda =  -0.4742363 
## Iteration 15 lambda =  -0.4742813 
## Iteration 16 lambda =  -0.4743038 
## Iteration 17 lambda =  -0.4743151 
## Iteration 18 lambda =  -0.4743207 
## Iteration 19 lambda =  -0.4743235 
## Iteration 20 lambda =  -0.4743249 
## Iteration 21 lambda =  -0.4743256 
## Iteration 22 lambda =  -0.474326 
## Iteration 23 lambda =  -0.4743261 
## Iteration 24 lambda =  -0.4743262 
## Iteration 1 lambda =  0.3200461 
## Iteration 2 lambda =  -0.0199308 
## Iteration 3 lambda =  -0.1899193 
## Iteration 4 lambda =  -0.2749135 
## Iteration 5 lambda =  -0.3174106 
## Iteration 6 lambda =  -0.3386592 
## Iteration 7 lambda =  -0.3492834 
## Iteration 8 lambda =  -0.3545956 
## Iteration 9 lambda =  -0.3572517 
## Iteration 10 lambda =  -0.3585797 
## Iteration 11 lambda =  -0.3592437 
## Iteration 12 lambda =  -0.3595757 
## Iteration 13 lambda =  -0.3597417 
## Iteration 14 lambda =  -0.3598247 
## Iteration 15 lambda =  -0.3598662 
## Iteration 16 lambda =  -0.359887 
## Iteration 17 lambda =  -0.3598974 
## Iteration 18 lambda =  -0.3599025 
## Iteration 19 lambda =  -0.3599051 
## Iteration 20 lambda =  -0.3599064 
## Iteration 21 lambda =  -0.3599071 
## Iteration 22 lambda =  -0.3599074 
## Iteration 23 lambda =  -0.3599076 
## Iteration 24 lambda =  -0.3599076 
## Iteration 1 lambda =  0.3359911 
## Iteration 2 lambda =  0.003986586 
## Iteration 3 lambda =  -0.1620156 
## Iteration 4 lambda =  -0.2450168 
## Iteration 5 lambda =  -0.2865173 
## Iteration 6 lambda =  -0.3072676 
## Iteration 7 lambda =  -0.3176427 
## Iteration 8 lambda =  -0.3228303 
## Iteration 9 lambda =  -0.3254241 
## Iteration 10 lambda =  -0.326721 
## Iteration 11 lambda =  -0.3273694 
## Iteration 12 lambda =  -0.3276937 
## Iteration 13 lambda =  -0.3278558 
## Iteration 14 lambda =  -0.3279368 
## Iteration 15 lambda =  -0.3279774 
## Iteration 16 lambda =  -0.3279976 
## Iteration 17 lambda =  -0.3280078 
## Iteration 18 lambda =  -0.3280128 
## Iteration 19 lambda =  -0.3280154 
## Iteration 20 lambda =  -0.3280166 
## Iteration 21 lambda =  -0.3280173 
## Iteration 22 lambda =  -0.3280176 
## Iteration 23 lambda =  -0.3280177 
## Iteration 24 lambda =  -0.3280178 
## Iteration 1 lambda =  0.3784087 
## Iteration 2 lambda =  0.06761298 
## Iteration 3 lambda =  -0.08778486 
## Iteration 4 lambda =  -0.1654838 
## Iteration 5 lambda =  -0.2043332 
## Iteration 6 lambda =  -0.223758 
## Iteration 7 lambda =  -0.2334703 
## Iteration 8 lambda =  -0.2383265 
## Iteration 9 lambda =  -0.2407546 
## Iteration 10 lambda =  -0.2419686 
## Iteration 11 lambda =  -0.2425757 
## Iteration 12 lambda =  -0.2428792 
## Iteration 13 lambda =  -0.2430309 
## Iteration 14 lambda =  -0.2431068 
## Iteration 15 lambda =  -0.2431448 
## Iteration 16 lambda =  -0.2431637 
## Iteration 17 lambda =  -0.2431732 
## Iteration 18 lambda =  -0.243178 
## Iteration 19 lambda =  -0.2431803 
## Iteration 20 lambda =  -0.2431815 
## Iteration 21 lambda =  -0.2431821 
## Iteration 22 lambda =  -0.2431824 
## Iteration 23 lambda =  -0.2431825 
## Iteration 24 lambda =  -0.2431826 
## Iteration 1 lambda =  0.3238906 
## Iteration 2 lambda =  -0.01416404 
## Iteration 3 lambda =  -0.1831914 
## Iteration 4 lambda =  -0.2677051 
## Iteration 5 lambda =  -0.3099619 
## Iteration 6 lambda =  -0.3310903 
## Iteration 7 lambda =  -0.3416545 
## Iteration 8 lambda =  -0.3469366 
## Iteration 9 lambda =  -0.3495777 
## Iteration 10 lambda =  -0.3508982 
## Iteration 11 lambda =  -0.3515585 
## Iteration 12 lambda =  -0.3518886 
## Iteration 13 lambda =  -0.3520537 
## Iteration 14 lambda =  -0.3521362 
## Iteration 15 lambda =  -0.3521775 
## Iteration 16 lambda =  -0.3521981 
## Iteration 17 lambda =  -0.3522084 
## Iteration 18 lambda =  -0.3522136 
## Iteration 19 lambda =  -0.3522161 
## Iteration 20 lambda =  -0.3522174 
## Iteration 21 lambda =  -0.3522181 
## Iteration 22 lambda =  -0.3522184 
## Iteration 23 lambda =  -0.3522186 
## Iteration 24 lambda =  -0.3522186 
## Iteration 1 lambda =  0.2685684 
## Iteration 2 lambda =  -0.09714744 
## Iteration 3 lambda =  -0.2800053 
## Iteration 4 lambda =  -0.3714343 
## Iteration 5 lambda =  -0.4171488 
## Iteration 6 lambda =  -0.440006 
## Iteration 7 lambda =  -0.4514346 
## Iteration 8 lambda =  -0.4571489 
## Iteration 9 lambda =  -0.4600061 
## Iteration 10 lambda =  -0.4614347 
## Iteration 11 lambda =  -0.462149 
## Iteration 12 lambda =  -0.4625061 
## Iteration 13 lambda =  -0.4626847 
## Iteration 14 lambda =  -0.462774 
## Iteration 15 lambda =  -0.4628186 
## Iteration 16 lambda =  -0.4628409 
## Iteration 17 lambda =  -0.4628521 
## Iteration 18 lambda =  -0.4628577 
## Iteration 19 lambda =  -0.4628605 
## Iteration 20 lambda =  -0.4628619 
## Iteration 21 lambda =  -0.4628626 
## Iteration 22 lambda =  -0.4628629 
## Iteration 23 lambda =  -0.4628631 
## Iteration 24 lambda =  -0.4628632 
## Iteration 1 lambda =  0.3157046 
## Iteration 2 lambda =  -0.0264431 
## Iteration 3 lambda =  -0.1975169 
## Iteration 4 lambda =  -0.2830539 
## Iteration 5 lambda =  -0.3258223 
## Iteration 6 lambda =  -0.3472066 
## Iteration 7 lambda =  -0.3578987 
## Iteration 8 lambda =  -0.3632447 
## Iteration 9 lambda =  -0.3659178 
## Iteration 10 lambda =  -0.3672543 
## Iteration 11 lambda =  -0.3679225 
## Iteration 12 lambda =  -0.3682567 
## Iteration 13 lambda =  -0.3684237 
## Iteration 14 lambda =  -0.3685073 
## Iteration 15 lambda =  -0.368549 
## Iteration 16 lambda =  -0.3685699 
## Iteration 17 lambda =  -0.3685804 
## Iteration 18 lambda =  -0.3685856 
## Iteration 19 lambda =  -0.3685882 
## Iteration 20 lambda =  -0.3685895 
## Iteration 21 lambda =  -0.3685901 
## Iteration 22 lambda =  -0.3685905 
## Iteration 23 lambda =  -0.3685906 
## Iteration 24 lambda =  -0.3685907 
## Iteration 1 lambda =  0.2877056 
## Iteration 2 lambda =  -0.06844157 
## Iteration 3 lambda =  -0.2465152 
## Iteration 4 lambda =  -0.335552 
## Iteration 5 lambda =  -0.3800704 
## Iteration 6 lambda =  -0.4023296 
## Iteration 7 lambda =  -0.4134592 
## Iteration 8 lambda =  -0.419024 
## Iteration 9 lambda =  -0.4218064 
## Iteration 10 lambda =  -0.4231976 
## Iteration 11 lambda =  -0.4238932 
## Iteration 12 lambda =  -0.424241 
## Iteration 13 lambda =  -0.4244149 
## Iteration 14 lambda =  -0.4245018 
## Iteration 15 lambda =  -0.4245453 
## Iteration 16 lambda =  -0.424567 
## Iteration 17 lambda =  -0.4245779 
## Iteration 18 lambda =  -0.4245833 
## Iteration 19 lambda =  -0.424586 
## Iteration 20 lambda =  -0.4245874 
## Iteration 21 lambda =  -0.4245881 
## Iteration 22 lambda =  -0.4245884 
## Iteration 23 lambda =  -0.4245886 
## Iteration 24 lambda =  -0.4245887 
## Iteration 1 lambda =  0.3055585 
## Iteration 2 lambda =  -0.04166223 
## Iteration 3 lambda =  -0.2152726 
## Iteration 4 lambda =  -0.3020778 
## Iteration 5 lambda =  -0.3454804 
## Iteration 6 lambda =  -0.3671817 
## Iteration 7 lambda =  -0.3780323 
## Iteration 8 lambda =  -0.3834577 
## Iteration 9 lambda =  -0.3861703 
## Iteration 10 lambda =  -0.3875266 
## Iteration 11 lambda =  -0.3882048 
## Iteration 12 lambda =  -0.3885439 
## Iteration 13 lambda =  -0.3887134 
## Iteration 14 lambda =  -0.3887982 
## Iteration 15 lambda =  -0.3888406 
## Iteration 16 lambda =  -0.3888618 
## Iteration 17 lambda =  -0.3888724 
## Iteration 18 lambda =  -0.3888777 
## Iteration 19 lambda =  -0.3888803 
## Iteration 20 lambda =  -0.3888817 
## Iteration 21 lambda =  -0.3888823 
## Iteration 22 lambda =  -0.3888826 
## Iteration 23 lambda =  -0.3888828 
## Iteration 24 lambda =  -0.3888829 
## Iteration 1 lambda =  0.3013903 
## Iteration 2 lambda =  -0.04791458 
## Iteration 3 lambda =  -0.222567 
## Iteration 4 lambda =  -0.3098932 
## Iteration 5 lambda =  -0.3535563 
## Iteration 6 lambda =  -0.3753879 
## Iteration 7 lambda =  -0.3863037 
## Iteration 8 lambda =  -0.3917616 
## Iteration 9 lambda =  -0.3944905 
## Iteration 10 lambda =  -0.395855 
## Iteration 11 lambda =  -0.3965372 
## Iteration 12 lambda =  -0.3968783 
## Iteration 13 lambda =  -0.3970489 
## Iteration 14 lambda =  -0.3971342 
## Iteration 15 lambda =  -0.3971768 
## Iteration 16 lambda =  -0.3971981 
## Iteration 17 lambda =  -0.3972088 
## Iteration 18 lambda =  -0.3972141 
## Iteration 19 lambda =  -0.3972168 
## Iteration 20 lambda =  -0.3972181 
## Iteration 21 lambda =  -0.3972188 
## Iteration 22 lambda =  -0.3972191 
## Iteration 23 lambda =  -0.3972193 
## Iteration 24 lambda =  -0.3972194 
## Iteration 1 lambda =  0.3083811 
## Iteration 2 lambda =  -0.03742832 
## Iteration 3 lambda =  -0.210333 
## Iteration 4 lambda =  -0.2967854 
## Iteration 5 lambda =  -0.3400116 
## Iteration 6 lambda =  -0.3616247 
## Iteration 7 lambda =  -0.3724312 
## Iteration 8 lambda =  -0.3778345 
## Iteration 9 lambda =  -0.3805361 
## Iteration 10 lambda =  -0.3818869 
## Iteration 11 lambda =  -0.3825624 
## Iteration 12 lambda =  -0.3829001 
## Iteration 13 lambda =  -0.3830689 
## Iteration 14 lambda =  -0.3831533 
## Iteration 15 lambda =  -0.3831956 
## Iteration 16 lambda =  -0.3832167 
## Iteration 17 lambda =  -0.3832272 
## Iteration 18 lambda =  -0.3832325 
## Iteration 19 lambda =  -0.3832351 
## Iteration 20 lambda =  -0.3832364 
## Iteration 21 lambda =  -0.3832371 
## Iteration 22 lambda =  -0.3832374 
## Iteration 23 lambda =  -0.3832376 
## Iteration 24 lambda =  -0.3832377 
## Iteration 1 lambda =  0.2893183 
## Iteration 2 lambda =  -0.06602258 
## Iteration 3 lambda =  -0.243693 
## Iteration 4 lambda =  -0.3325282 
## Iteration 5 lambda =  -0.3769458 
## Iteration 6 lambda =  -0.3991546 
## Iteration 7 lambda =  -0.410259 
## Iteration 8 lambda =  -0.4158112 
## Iteration 9 lambda =  -0.4185873 
## Iteration 10 lambda =  -0.4199754 
## Iteration 11 lambda =  -0.4206694 
## Iteration 12 lambda =  -0.4210164 
## Iteration 13 lambda =  -0.4211899 
## Iteration 14 lambda =  -0.4212767 
## Iteration 15 lambda =  -0.4213201 
## Iteration 16 lambda =  -0.4213418 
## Iteration 17 lambda =  -0.4213526 
## Iteration 18 lambda =  -0.421358 
## Iteration 19 lambda =  -0.4213607 
## Iteration 20 lambda =  -0.4213621 
## Iteration 21 lambda =  -0.4213628 
## Iteration 22 lambda =  -0.4213631 
## Iteration 23 lambda =  -0.4213633 
## Iteration 24 lambda =  -0.4213634 
## Iteration 1 lambda =  0.3074332 
## Iteration 2 lambda =  -0.03885027 
## Iteration 3 lambda =  -0.211992 
## Iteration 4 lambda =  -0.2985628 
## Iteration 5 lambda =  -0.3418483 
## Iteration 6 lambda =  -0.363491 
## Iteration 7 lambda =  -0.3743123 
## Iteration 8 lambda =  -0.379723 
## Iteration 9 lambda =  -0.3824284 
## Iteration 10 lambda =  -0.383781 
## Iteration 11 lambda =  -0.3844574 
## Iteration 12 lambda =  -0.3847955 
## Iteration 13 lambda =  -0.3849646 
## Iteration 14 lambda =  -0.3850491 
## Iteration 15 lambda =  -0.3850914 
## Iteration 16 lambda =  -0.3851126 
## Iteration 17 lambda =  -0.3851231 
## Iteration 18 lambda =  -0.3851284 
## Iteration 19 lambda =  -0.385131 
## Iteration 20 lambda =  -0.3851324 
## Iteration 21 lambda =  -0.385133 
## Iteration 22 lambda =  -0.3851334 
## Iteration 23 lambda =  -0.3851335 
## Iteration 24 lambda =  -0.3851336 
## Iteration 1 lambda =  0.2968351 
## Iteration 2 lambda =  -0.05474735 
## Iteration 3 lambda =  -0.2305386 
## Iteration 4 lambda =  -0.3184342 
## Iteration 5 lambda =  -0.362382 
## Iteration 6 lambda =  -0.3843559 
## Iteration 7 lambda =  -0.3953428 
## Iteration 8 lambda =  -0.4008363 
## Iteration 9 lambda =  -0.4035831 
## Iteration 10 lambda =  -0.4049564 
## Iteration 11 lambda =  -0.4056431 
## Iteration 12 lambda =  -0.4059865 
## Iteration 13 lambda =  -0.4061581 
## Iteration 14 lambda =  -0.406244 
## Iteration 15 lambda =  -0.4062869 
## Iteration 16 lambda =  -0.4063083 
## Iteration 17 lambda =  -0.4063191 
## Iteration 18 lambda =  -0.4063244 
## Iteration 19 lambda =  -0.4063271 
## Iteration 20 lambda =  -0.4063285 
## Iteration 21 lambda =  -0.4063291 
## Iteration 22 lambda =  -0.4063295 
## Iteration 23 lambda =  -0.4063296 
## Iteration 24 lambda =  -0.4063297 
## Iteration 1 lambda =  0.2831147 
## Iteration 2 lambda =  -0.07532794 
## Iteration 3 lambda =  -0.2545493 
## Iteration 4 lambda =  -0.3441599 
## Iteration 5 lambda =  -0.3889652 
## Iteration 6 lambda =  -0.4113679 
## Iteration 7 lambda =  -0.4225692 
## Iteration 8 lambda =  -0.4281699 
## Iteration 9 lambda =  -0.4309702 
## Iteration 10 lambda =  -0.4323704 
## Iteration 11 lambda =  -0.4330705 
## Iteration 12 lambda =  -0.4334205 
## Iteration 13 lambda =  -0.4335956 
## Iteration 14 lambda =  -0.4336831 
## Iteration 15 lambda =  -0.4337268 
## Iteration 16 lambda =  -0.4337487 
## Iteration 17 lambda =  -0.4337596 
## Iteration 18 lambda =  -0.4337651 
## Iteration 19 lambda =  -0.4337678 
## Iteration 20 lambda =  -0.4337692 
## Iteration 21 lambda =  -0.4337699 
## Iteration 22 lambda =  -0.4337702 
## Iteration 23 lambda =  -0.4337704 
## Iteration 24 lambda =  -0.4337705 
## Iteration 1 lambda =  0.3369741 
## Iteration 2 lambda =  0.00546122 
## Iteration 3 lambda =  -0.1602952 
## Iteration 4 lambda =  -0.2431735 
## Iteration 5 lambda =  -0.2846126 
## Iteration 6 lambda =  -0.3053321 
## Iteration 7 lambda =  -0.3156919 
## Iteration 8 lambda =  -0.3208718 
## Iteration 9 lambda =  -0.3234618 
## Iteration 10 lambda =  -0.3247567 
## Iteration 11 lambda =  -0.3254042 
## Iteration 12 lambda =  -0.325728 
## Iteration 13 lambda =  -0.3258898 
## Iteration 14 lambda =  -0.3259708 
## Iteration 15 lambda =  -0.3260112 
## Iteration 16 lambda =  -0.3260315 
## Iteration 17 lambda =  -0.3260416 
## Iteration 18 lambda =  -0.3260466 
## Iteration 19 lambda =  -0.3260492 
## Iteration 20 lambda =  -0.3260504 
## Iteration 21 lambda =  -0.3260511 
## Iteration 22 lambda =  -0.3260514 
## Iteration 23 lambda =  -0.3260515 
## Iteration 24 lambda =  -0.3260516 
## Iteration 1 lambda =  0.3627027 
## Iteration 2 lambda =  0.04405399 
## Iteration 3 lambda =  -0.1152703 
## Iteration 4 lambda =  -0.1949325 
## Iteration 5 lambda =  -0.2347636 
## Iteration 6 lambda =  -0.2546791 
## Iteration 7 lambda =  -0.2646369 
## Iteration 8 lambda =  -0.2696158 
## Iteration 9 lambda =  -0.2721052 
## Iteration 10 lambda =  -0.27335 
## Iteration 11 lambda =  -0.2739723 
## Iteration 12 lambda =  -0.2742835 
## Iteration 13 lambda =  -0.2744391 
## Iteration 14 lambda =  -0.2745169 
## Iteration 15 lambda =  -0.2745558 
## Iteration 16 lambda =  -0.2745752 
## Iteration 17 lambda =  -0.2745849 
## Iteration 18 lambda =  -0.2745898 
## Iteration 19 lambda =  -0.2745922 
## Iteration 20 lambda =  -0.2745935 
## Iteration 21 lambda =  -0.2745941 
## Iteration 22 lambda =  -0.2745944 
## Iteration 23 lambda =  -0.2745945 
## Iteration 24 lambda =  -0.2745946 
## Iteration 1 lambda =  0.3054126 
## Iteration 2 lambda =  -0.04188109 
## Iteration 3 lambda =  -0.2155279 
## Iteration 4 lambda =  -0.3023514 
## Iteration 5 lambda =  -0.3457631 
## Iteration 6 lambda =  -0.3674689 
## Iteration 7 lambda =  -0.3783219 
## Iteration 8 lambda =  -0.3837483 
## Iteration 9 lambda =  -0.3864616 
## Iteration 10 lambda =  -0.3878182 
## Iteration 11 lambda =  -0.3884965 
## Iteration 12 lambda =  -0.3888356 
## Iteration 13 lambda =  -0.3890052 
## Iteration 14 lambda =  -0.38909 
## Iteration 15 lambda =  -0.3891324 
## Iteration 16 lambda =  -0.3891536 
## Iteration 17 lambda =  -0.3891642 
## Iteration 18 lambda =  -0.3891695 
## Iteration 19 lambda =  -0.3891721 
## Iteration 20 lambda =  -0.3891735 
## Iteration 21 lambda =  -0.3891741 
## Iteration 22 lambda =  -0.3891745 
## Iteration 23 lambda =  -0.3891746 
## Iteration 24 lambda =  -0.3891747 
## Iteration 1 lambda =  0.2533386 
## Iteration 2 lambda =  -0.1199922 
## Iteration 3 lambda =  -0.3066575 
## Iteration 4 lambda =  -0.3999902 
## Iteration 5 lambda =  -0.4466565 
## Iteration 6 lambda =  -0.4699897 
## Iteration 7 lambda =  -0.4816563 
## Iteration 8 lambda =  -0.4874896 
## Iteration 9 lambda =  -0.4904062 
## Iteration 10 lambda =  -0.4918646 
## Iteration 11 lambda =  -0.4925937 
## Iteration 12 lambda =  -0.4929583 
## Iteration 13 lambda =  -0.4931406 
## Iteration 14 lambda =  -0.4932317 
## Iteration 15 lambda =  -0.4932773 
## Iteration 16 lambda =  -0.4933001 
## Iteration 17 lambda =  -0.4933115 
## Iteration 18 lambda =  -0.4933172 
## Iteration 19 lambda =  -0.49332 
## Iteration 20 lambda =  -0.4933215 
## Iteration 21 lambda =  -0.4933222 
## Iteration 22 lambda =  -0.4933225 
## Iteration 23 lambda =  -0.4933227 
## Iteration 24 lambda =  -0.4933228 
## Iteration 1 lambda =  0.3028785 
## Iteration 2 lambda =  -0.04568232 
## Iteration 3 lambda =  -0.2199627 
## Iteration 4 lambda =  -0.3071029 
## Iteration 5 lambda =  -0.350673 
## Iteration 6 lambda =  -0.372458 
## Iteration 7 lambda =  -0.3833506 
## Iteration 8 lambda =  -0.3887968 
## Iteration 9 lambda =  -0.39152 
## Iteration 10 lambda =  -0.3928815 
## Iteration 11 lambda =  -0.3935623 
## Iteration 12 lambda =  -0.3939027 
## Iteration 13 lambda =  -0.3940729 
## Iteration 14 lambda =  -0.394158 
## Iteration 15 lambda =  -0.3942005 
## Iteration 16 lambda =  -0.3942218 
## Iteration 17 lambda =  -0.3942325 
## Iteration 18 lambda =  -0.3942378 
## Iteration 19 lambda =  -0.3942404 
## Iteration 20 lambda =  -0.3942418 
## Iteration 21 lambda =  -0.3942424 
## Iteration 22 lambda =  -0.3942428 
## Iteration 23 lambda =  -0.3942429 
## Iteration 24 lambda =  -0.394243 
## Iteration 1 lambda =  0.272122 
## Iteration 2 lambda =  -0.09181694 
## Iteration 3 lambda =  -0.2737864 
## Iteration 4 lambda =  -0.3647712 
## Iteration 5 lambda =  -0.4102635 
## Iteration 6 lambda =  -0.4330097 
## Iteration 7 lambda =  -0.4443828 
## Iteration 8 lambda =  -0.4500694 
## Iteration 9 lambda =  -0.4529126 
## Iteration 10 lambda =  -0.4543343 
## Iteration 11 lambda =  -0.4550451 
## Iteration 12 lambda =  -0.4554005 
## Iteration 13 lambda =  -0.4555782 
## Iteration 14 lambda =  -0.4556671 
## Iteration 15 lambda =  -0.4557115 
## Iteration 16 lambda =  -0.4557337 
## Iteration 17 lambda =  -0.4557448 
## Iteration 18 lambda =  -0.4557504 
## Iteration 19 lambda =  -0.4557531 
## Iteration 20 lambda =  -0.4557545 
## Iteration 21 lambda =  -0.4557552 
## Iteration 22 lambda =  -0.4557556 
## Iteration 23 lambda =  -0.4557557 
## Iteration 24 lambda =  -0.4557558 
## Iteration 1 lambda =  0.3236375 
## Iteration 2 lambda =  -0.01454368 
## Iteration 3 lambda =  -0.1836343 
## Iteration 4 lambda =  -0.2681796 
## Iteration 5 lambda =  -0.3104523 
## Iteration 6 lambda =  -0.3315886 
## Iteration 7 lambda =  -0.3421567 
## Iteration 8 lambda =  -0.3474408 
## Iteration 9 lambda =  -0.3500829 
## Iteration 10 lambda =  -0.3514039 
## Iteration 11 lambda =  -0.3520644 
## Iteration 12 lambda =  -0.3523947 
## Iteration 13 lambda =  -0.3525598 
## Iteration 14 lambda =  -0.3526423 
## Iteration 15 lambda =  -0.3526836 
## Iteration 16 lambda =  -0.3527043 
## Iteration 17 lambda =  -0.3527146 
## Iteration 18 lambda =  -0.3527197 
## Iteration 19 lambda =  -0.3527223 
## Iteration 20 lambda =  -0.3527236 
## Iteration 21 lambda =  -0.3527243 
## Iteration 22 lambda =  -0.3527246 
## Iteration 23 lambda =  -0.3527247 
## Iteration 24 lambda =  -0.3527248 
## Iteration 1 lambda =  0.3349777 
## Iteration 2 lambda =  0.002466526 
## Iteration 3 lambda =  -0.1637891 
## Iteration 4 lambda =  -0.2469168 
## Iteration 5 lambda =  -0.2884807 
## Iteration 6 lambda =  -0.3092627 
## Iteration 7 lambda =  -0.3196537 
## Iteration 8 lambda =  -0.3248491 
## Iteration 9 lambda =  -0.3274469 
## Iteration 10 lambda =  -0.3287458 
## Iteration 11 lambda =  -0.3293952 
## Iteration 12 lambda =  -0.3297199 
## Iteration 13 lambda =  -0.3298823 
## Iteration 14 lambda =  -0.3299635 
## Iteration 15 lambda =  -0.330004 
## Iteration 16 lambda =  -0.3300243 
## Iteration 17 lambda =  -0.3300345 
## Iteration 18 lambda =  -0.3300396 
## Iteration 19 lambda =  -0.3300421 
## Iteration 20 lambda =  -0.3300434 
## Iteration 21 lambda =  -0.330044 
## Iteration 22 lambda =  -0.3300443 
## Iteration 23 lambda =  -0.3300445 
## Iteration 24 lambda =  -0.3300446 
## Iteration 1 lambda =  0.3035943 
## Iteration 2 lambda =  -0.04460854 
## Iteration 3 lambda =  -0.21871 
## Iteration 4 lambda =  -0.3057607 
## Iteration 5 lambda =  -0.349286 
## Iteration 6 lambda =  -0.3710487 
## Iteration 7 lambda =  -0.38193 
## Iteration 8 lambda =  -0.3873707 
## Iteration 9 lambda =  -0.3900911 
## Iteration 10 lambda =  -0.3914512 
## Iteration 11 lambda =  -0.3921313 
## Iteration 12 lambda =  -0.3924713 
## Iteration 13 lambda =  -0.3926414 
## Iteration 14 lambda =  -0.3927264 
## Iteration 15 lambda =  -0.3927689 
## Iteration 16 lambda =  -0.3927901 
## Iteration 17 lambda =  -0.3928008 
## Iteration 18 lambda =  -0.3928061 
## Iteration 19 lambda =  -0.3928087 
## Iteration 20 lambda =  -0.3928101 
## Iteration 21 lambda =  -0.3928107 
## Iteration 22 lambda =  -0.3928111 
## Iteration 23 lambda =  -0.3928112 
## Iteration 24 lambda =  -0.3928113 
## Iteration 1 lambda =  0.3291273 
## Iteration 2 lambda =  -0.006309015 
## Iteration 3 lambda =  -0.1740272 
## Iteration 4 lambda =  -0.2578863 
## Iteration 5 lambda =  -0.2998158 
## Iteration 6 lambda =  -0.3207806 
## Iteration 7 lambda =  -0.331263 
## Iteration 8 lambda =  -0.3365042 
## Iteration 9 lambda =  -0.3391248 
## Iteration 10 lambda =  -0.3404351 
## Iteration 11 lambda =  -0.3410902 
## Iteration 12 lambda =  -0.3414178 
## Iteration 13 lambda =  -0.3415816 
## Iteration 14 lambda =  -0.3416635 
## Iteration 15 lambda =  -0.3417044 
## Iteration 16 lambda =  -0.3417249 
## Iteration 17 lambda =  -0.3417351 
## Iteration 18 lambda =  -0.3417402 
## Iteration 19 lambda =  -0.3417428 
## Iteration 20 lambda =  -0.3417441 
## Iteration 21 lambda =  -0.3417447 
## Iteration 22 lambda =  -0.341745 
## Iteration 23 lambda =  -0.3417452 
## Iteration 24 lambda =  -0.3417453 
## Iteration 1 lambda =  0.3303566 
## Iteration 2 lambda =  -0.004465042 
## Iteration 3 lambda =  -0.1718759 
## Iteration 4 lambda =  -0.2555813 
## Iteration 5 lambda =  -0.297434 
## Iteration 6 lambda =  -0.3183604 
## Iteration 7 lambda =  -0.3288235 
## Iteration 8 lambda =  -0.3340551 
## Iteration 9 lambda =  -0.3366709 
## Iteration 10 lambda =  -0.3379788 
## Iteration 11 lambda =  -0.3386328 
## Iteration 12 lambda =  -0.3389597 
## Iteration 13 lambda =  -0.3391232 
## Iteration 14 lambda =  -0.339205 
## Iteration 15 lambda =  -0.3392459 
## Iteration 16 lambda =  -0.3392663 
## Iteration 17 lambda =  -0.3392765 
## Iteration 18 lambda =  -0.3392816 
## Iteration 19 lambda =  -0.3392842 
## Iteration 20 lambda =  -0.3392854 
## Iteration 21 lambda =  -0.3392861 
## Iteration 22 lambda =  -0.3392864 
## Iteration 23 lambda =  -0.3392866 
## Iteration 24 lambda =  -0.3392866 
## Iteration 1 lambda =  0.3459907 
## Iteration 2 lambda =  0.01898611 
## Iteration 3 lambda =  -0.1445162 
## Iteration 4 lambda =  -0.2262674 
## Iteration 5 lambda =  -0.2671429 
## Iteration 6 lambda =  -0.2875807 
## Iteration 7 lambda =  -0.2977996 
## Iteration 8 lambda =  -0.3029091 
## Iteration 9 lambda =  -0.3054638 
## Iteration 10 lambda =  -0.3067412 
## Iteration 11 lambda =  -0.3073798 
## Iteration 12 lambda =  -0.3076992 
## Iteration 13 lambda =  -0.3078589 
## Iteration 14 lambda =  -0.3079387 
## Iteration 15 lambda =  -0.3079786 
## Iteration 16 lambda =  -0.3079986 
## Iteration 17 lambda =  -0.3080085 
## Iteration 18 lambda =  -0.3080135 
## Iteration 19 lambda =  -0.308016 
## Iteration 20 lambda =  -0.3080173 
## Iteration 21 lambda =  -0.3080179 
## Iteration 22 lambda =  -0.3080182 
## Iteration 23 lambda =  -0.3080184 
## Iteration 24 lambda =  -0.3080184 
## Iteration 1 lambda =  0.2661821 
## Iteration 2 lambda =  -0.1007268 
## Iteration 3 lambda =  -0.2841813 
## Iteration 4 lambda =  -0.3759085 
## Iteration 5 lambda =  -0.4217721 
## Iteration 6 lambda =  -0.444704 
## Iteration 7 lambda =  -0.4561699 
## Iteration 8 lambda =  -0.4619028 
## Iteration 9 lambda =  -0.4647693 
## Iteration 10 lambda =  -0.4662025 
## Iteration 11 lambda =  -0.4669191 
## Iteration 12 lambda =  -0.4672775 
## Iteration 13 lambda =  -0.4674566 
## Iteration 14 lambda =  -0.4675462 
## Iteration 15 lambda =  -0.467591 
## Iteration 16 lambda =  -0.4676134 
## Iteration 17 lambda =  -0.4676246 
## Iteration 18 lambda =  -0.4676302 
## Iteration 19 lambda =  -0.467633 
## Iteration 20 lambda =  -0.4676344 
## Iteration 21 lambda =  -0.4676351 
## Iteration 22 lambda =  -0.4676354 
## Iteration 23 lambda =  -0.4676356 
## Iteration 24 lambda =  -0.4676357 
## Iteration 1 lambda =  0.2604398 
## Iteration 2 lambda =  -0.1093403 
## Iteration 3 lambda =  -0.2942304 
## Iteration 4 lambda =  -0.3866754 
## Iteration 5 lambda =  -0.432898 
## Iteration 6 lambda =  -0.4560092 
## Iteration 7 lambda =  -0.4675648 
## Iteration 8 lambda =  -0.4733427 
## Iteration 9 lambda =  -0.4762316 
## Iteration 10 lambda =  -0.477676 
## Iteration 11 lambda =  -0.4783982 
## Iteration 12 lambda =  -0.4787594 
## Iteration 13 lambda =  -0.4789399 
## Iteration 14 lambda =  -0.4790302 
## Iteration 15 lambda =  -0.4790753 
## Iteration 16 lambda =  -0.4790979 
## Iteration 17 lambda =  -0.4791092 
## Iteration 18 lambda =  -0.4791148 
## Iteration 19 lambda =  -0.4791176 
## Iteration 20 lambda =  -0.4791191 
## Iteration 21 lambda =  -0.4791198 
## Iteration 22 lambda =  -0.4791201 
## Iteration 23 lambda =  -0.4791203 
## Iteration 24 lambda =  -0.4791204 
## Iteration 1 lambda =  0.2886377 
## Iteration 2 lambda =  -0.06704344 
## Iteration 3 lambda =  -0.244884 
## Iteration 4 lambda =  -0.3338043 
## Iteration 5 lambda =  -0.3782644 
## Iteration 6 lambda =  -0.4004945 
## Iteration 7 lambda =  -0.4116096 
## Iteration 8 lambda =  -0.4171671 
## Iteration 9 lambda =  -0.4199458 
## Iteration 10 lambda =  -0.4213352 
## Iteration 11 lambda =  -0.4220299 
## Iteration 12 lambda =  -0.4223772 
## Iteration 13 lambda =  -0.4225509 
## Iteration 14 lambda =  -0.4226378 
## Iteration 15 lambda =  -0.4226812 
## Iteration 16 lambda =  -0.4227029 
## Iteration 17 lambda =  -0.4227137 
## Iteration 18 lambda =  -0.4227192 
## Iteration 19 lambda =  -0.4227219 
## Iteration 20 lambda =  -0.4227232 
## Iteration 21 lambda =  -0.4227239 
## Iteration 22 lambda =  -0.4227242 
## Iteration 23 lambda =  -0.4227244 
## Iteration 24 lambda =  -0.4227245 
## Iteration 1 lambda =  0.2524082 
## Iteration 2 lambda =  -0.1213877 
## Iteration 3 lambda =  -0.3082856 
## Iteration 4 lambda =  -0.4017346 
## Iteration 5 lambda =  -0.4484591 
## Iteration 6 lambda =  -0.4718213 
## Iteration 7 lambda =  -0.4835025 
## Iteration 8 lambda =  -0.489343 
## Iteration 9 lambda =  -0.4922633 
## Iteration 10 lambda =  -0.4937234 
## Iteration 11 lambda =  -0.4944535 
## Iteration 12 lambda =  -0.4948185 
## Iteration 13 lambda =  -0.4950011 
## Iteration 14 lambda =  -0.4950923 
## Iteration 15 lambda =  -0.4951379 
## Iteration 16 lambda =  -0.4951608 
## Iteration 17 lambda =  -0.4951722 
## Iteration 18 lambda =  -0.4951779 
## Iteration 19 lambda =  -0.4951807 
## Iteration 20 lambda =  -0.4951821 
## Iteration 21 lambda =  -0.4951829 
## Iteration 22 lambda =  -0.4951832 
## Iteration 23 lambda =  -0.4951834 
## Iteration 24 lambda =  -0.4951835 
## Iteration 1 lambda =  0.3357816 
## Iteration 2 lambda =  0.003672434 
## Iteration 3 lambda =  -0.1623822 
## Iteration 4 lambda =  -0.2454095 
## Iteration 5 lambda =  -0.2869231 
## Iteration 6 lambda =  -0.3076799 
## Iteration 7 lambda =  -0.3180583 
## Iteration 8 lambda =  -0.3232475 
## Iteration 9 lambda =  -0.3258422 
## Iteration 10 lambda =  -0.3271395 
## Iteration 11 lambda =  -0.3277881 
## Iteration 12 lambda =  -0.3281124 
## Iteration 13 lambda =  -0.3282746 
## Iteration 14 lambda =  -0.3283557 
## Iteration 15 lambda =  -0.3283962 
## Iteration 16 lambda =  -0.3284165 
## Iteration 17 lambda =  -0.3284266 
## Iteration 18 lambda =  -0.3284317 
## Iteration 19 lambda =  -0.3284342 
## Iteration 20 lambda =  -0.3284355 
## Iteration 21 lambda =  -0.3284361 
## Iteration 22 lambda =  -0.3284364 
## Iteration 23 lambda =  -0.3284366 
## Iteration 24 lambda =  -0.3284367 
## Iteration 1 lambda =  0.313745 
## Iteration 2 lambda =  -0.02938245 
## Iteration 3 lambda =  -0.2009462 
## Iteration 4 lambda =  -0.2867281 
## Iteration 5 lambda =  -0.329619 
## Iteration 6 lambda =  -0.3510645 
## Iteration 7 lambda =  -0.3617872 
## Iteration 8 lambda =  -0.3671486 
## Iteration 9 lambda =  -0.3698292 
## Iteration 10 lambda =  -0.3711696 
## Iteration 11 lambda =  -0.3718398 
## Iteration 12 lambda =  -0.3721748 
## Iteration 13 lambda =  -0.3723424 
## Iteration 14 lambda =  -0.3724262 
## Iteration 15 lambda =  -0.372468 
## Iteration 16 lambda =  -0.372489 
## Iteration 17 lambda =  -0.3724995 
## Iteration 18 lambda =  -0.3725047 
## Iteration 19 lambda =  -0.3725073 
## Iteration 20 lambda =  -0.3725086 
## Iteration 21 lambda =  -0.3725093 
## Iteration 22 lambda =  -0.3725096 
## Iteration 23 lambda =  -0.3725098 
## Iteration 24 lambda =  -0.3725098 
## Iteration 1 lambda =  0.318844 
## Iteration 2 lambda =  -0.02173394 
## Iteration 3 lambda =  -0.1920229 
## Iteration 4 lambda =  -0.2771674 
## Iteration 5 lambda =  -0.3197397 
## Iteration 6 lambda =  -0.3410258 
## Iteration 7 lambda =  -0.3516689 
## Iteration 8 lambda =  -0.3569904 
## Iteration 9 lambda =  -0.3596511 
## Iteration 10 lambda =  -0.3609815 
## Iteration 11 lambda =  -0.3616467 
## Iteration 12 lambda =  -0.3619793 
## Iteration 13 lambda =  -0.3621456 
## Iteration 14 lambda =  -0.3622288 
## Iteration 15 lambda =  -0.3622703 
## Iteration 16 lambda =  -0.3622911 
## Iteration 17 lambda =  -0.3623015 
## Iteration 18 lambda =  -0.3623067 
## Iteration 19 lambda =  -0.3623093 
## Iteration 20 lambda =  -0.3623106 
## Iteration 21 lambda =  -0.3623113 
## Iteration 22 lambda =  -0.3623116 
## Iteration 23 lambda =  -0.3623118 
## Iteration 24 lambda =  -0.3623118 
## Iteration 1 lambda =  0.3497669 
## Iteration 2 lambda =  0.02465031 
## Iteration 3 lambda =  -0.137908 
## Iteration 4 lambda =  -0.2191871 
## Iteration 5 lambda =  -0.2598267 
## Iteration 6 lambda =  -0.2801465 
## Iteration 7 lambda =  -0.2903064 
## Iteration 8 lambda =  -0.2953863 
## Iteration 9 lambda =  -0.2979263 
## Iteration 10 lambda =  -0.2991963 
## Iteration 11 lambda =  -0.2998313 
## Iteration 12 lambda =  -0.3001488 
## Iteration 13 lambda =  -0.3003075 
## Iteration 14 lambda =  -0.3003869 
## Iteration 15 lambda =  -0.3004266 
## Iteration 16 lambda =  -0.3004464 
## Iteration 17 lambda =  -0.3004563 
## Iteration 18 lambda =  -0.3004613 
## Iteration 19 lambda =  -0.3004638 
## Iteration 20 lambda =  -0.300465 
## Iteration 21 lambda =  -0.3004656 
## Iteration 22 lambda =  -0.3004659 
## Iteration 23 lambda =  -0.3004661 
## Iteration 24 lambda =  -0.3004662 
## Iteration 1 lambda =  0.3033512 
## Iteration 2 lambda =  -0.04497315 
## Iteration 3 lambda =  -0.2191353 
## Iteration 4 lambda =  -0.3062164 
## Iteration 5 lambda =  -0.349757 
## Iteration 6 lambda =  -0.3715273 
## Iteration 7 lambda =  -0.3824124 
## Iteration 8 lambda =  -0.387855 
## Iteration 9 lambda =  -0.3905762 
## Iteration 10 lambda =  -0.3919369 
## Iteration 11 lambda =  -0.3926172 
## Iteration 12 lambda =  -0.3929574 
## Iteration 13 lambda =  -0.3931275 
## Iteration 14 lambda =  -0.3932125 
## Iteration 15 lambda =  -0.393255 
## Iteration 16 lambda =  -0.3932763 
## Iteration 17 lambda =  -0.3932869 
## Iteration 18 lambda =  -0.3932922 
## Iteration 19 lambda =  -0.3932949 
## Iteration 20 lambda =  -0.3932962 
## Iteration 21 lambda =  -0.3932969 
## Iteration 22 lambda =  -0.3932972 
## Iteration 23 lambda =  -0.3932974 
## Iteration 24 lambda =  -0.3932974 
## Iteration 1 lambda =  0.3297293 
## Iteration 2 lambda =  -0.005406112 
## Iteration 3 lambda =  -0.1729738 
## Iteration 4 lambda =  -0.2567576 
## Iteration 5 lambda =  -0.2986496 
## Iteration 6 lambda =  -0.3195955 
## Iteration 7 lambda =  -0.3300685 
## Iteration 8 lambda =  -0.335305 
## Iteration 9 lambda =  -0.3379232 
## Iteration 10 lambda =  -0.3392324 
## Iteration 11 lambda =  -0.3398869 
## Iteration 12 lambda =  -0.3402142 
## Iteration 13 lambda =  -0.3403778 
## Iteration 14 lambda =  -0.3404597 
## Iteration 15 lambda =  -0.3405006 
## Iteration 16 lambda =  -0.340521 
## Iteration 17 lambda =  -0.3405313 
## Iteration 18 lambda =  -0.3405364 
## Iteration 19 lambda =  -0.3405389 
## Iteration 20 lambda =  -0.3405402 
## Iteration 21 lambda =  -0.3405408 
## Iteration 22 lambda =  -0.3405412 
## Iteration 23 lambda =  -0.3405413 
## Iteration 24 lambda =  -0.3405414 
## Iteration 1 lambda =  0.3344621 
## Iteration 2 lambda =  0.0016931 
## Iteration 3 lambda =  -0.1646914 
## Iteration 4 lambda =  -0.2478836 
## Iteration 5 lambda =  -0.2894797 
## Iteration 6 lambda =  -0.3102778 
## Iteration 7 lambda =  -0.3206768 
## Iteration 8 lambda =  -0.3258764 
## Iteration 9 lambda =  -0.3284761 
## Iteration 10 lambda =  -0.329776 
## Iteration 11 lambda =  -0.3304259 
## Iteration 12 lambda =  -0.3307509 
## Iteration 13 lambda =  -0.3309134 
## Iteration 14 lambda =  -0.3309946 
## Iteration 15 lambda =  -0.3310352 
## Iteration 16 lambda =  -0.3310556 
## Iteration 17 lambda =  -0.3310657 
## Iteration 18 lambda =  -0.3310708 
## Iteration 19 lambda =  -0.3310733 
## Iteration 20 lambda =  -0.3310746 
## Iteration 21 lambda =  -0.3310752 
## Iteration 22 lambda =  -0.3310755 
## Iteration 23 lambda =  -0.3310757 
## Iteration 24 lambda =  -0.3310758 
## Iteration 1 lambda =  0.2690658 
## Iteration 2 lambda =  -0.09640129 
## Iteration 3 lambda =  -0.2791348 
## Iteration 4 lambda =  -0.3705016 
## Iteration 5 lambda =  -0.416185 
## Iteration 6 lambda =  -0.4390267 
## Iteration 7 lambda =  -0.4504475 
## Iteration 8 lambda =  -0.456158 
## Iteration 9 lambda =  -0.4590132 
## Iteration 10 lambda =  -0.4604408 
## Iteration 11 lambda =  -0.4611546 
## Iteration 12 lambda =  -0.4615115 
## Iteration 13 lambda =  -0.4616899 
## Iteration 14 lambda =  -0.4617792 
## Iteration 15 lambda =  -0.4618238 
## Iteration 16 lambda =  -0.4618461 
## Iteration 17 lambda =  -0.4618572 
## Iteration 18 lambda =  -0.4618628 
## Iteration 19 lambda =  -0.4618656 
## Iteration 20 lambda =  -0.461867 
## Iteration 21 lambda =  -0.4618677 
## Iteration 22 lambda =  -0.461868 
## Iteration 23 lambda =  -0.4618682 
## Iteration 24 lambda =  -0.4618683 
## Iteration 1 lambda =  0.3283858 
## Iteration 2 lambda =  -0.007421253 
## Iteration 3 lambda =  -0.1753248 
## Iteration 4 lambda =  -0.2592766 
## Iteration 5 lambda =  -0.3012525 
## Iteration 6 lambda =  -0.3222404 
## Iteration 7 lambda =  -0.3327344 
## Iteration 8 lambda =  -0.3379814 
## Iteration 9 lambda =  -0.3406048 
## Iteration 10 lambda =  -0.3419166 
## Iteration 11 lambda =  -0.3425725 
## Iteration 12 lambda =  -0.3429004 
## Iteration 13 lambda =  -0.3430644 
## Iteration 14 lambda =  -0.3431464 
## Iteration 15 lambda =  -0.3431873 
## Iteration 16 lambda =  -0.3432078 
## Iteration 17 lambda =  -0.3432181 
## Iteration 18 lambda =  -0.3432232 
## Iteration 19 lambda =  -0.3432258 
## Iteration 20 lambda =  -0.3432271 
## Iteration 21 lambda =  -0.3432277 
## Iteration 22 lambda =  -0.343228 
## Iteration 23 lambda =  -0.3432282 
## Iteration 24 lambda =  -0.3432283 
## Iteration 1 lambda =  0.3027043 
## Iteration 2 lambda =  -0.04594359 
## Iteration 3 lambda =  -0.2202675 
## Iteration 4 lambda =  -0.3074295 
## Iteration 5 lambda =  -0.3510105 
## Iteration 6 lambda =  -0.372801 
## Iteration 7 lambda =  -0.3836962 
## Iteration 8 lambda =  -0.3891438 
## Iteration 9 lambda =  -0.3918676 
## Iteration 10 lambda =  -0.3932295 
## Iteration 11 lambda =  -0.3939105 
## Iteration 12 lambda =  -0.394251 
## Iteration 13 lambda =  -0.3944212 
## Iteration 14 lambda =  -0.3945063 
## Iteration 15 lambda =  -0.3945489 
## Iteration 16 lambda =  -0.3945702 
## Iteration 17 lambda =  -0.3945808 
## Iteration 18 lambda =  -0.3945861 
## Iteration 19 lambda =  -0.3945888 
## Iteration 20 lambda =  -0.3945901 
## Iteration 21 lambda =  -0.3945908 
## Iteration 22 lambda =  -0.3945911 
## Iteration 23 lambda =  -0.3945913 
## Iteration 24 lambda =  -0.3945914 
## Iteration 1 lambda =  0.2103197 
## Iteration 2 lambda =  -0.1845204 
## Iteration 3 lambda =  -0.3819404 
## Iteration 4 lambda =  -0.4806505 
## Iteration 5 lambda =  -0.5300055 
## Iteration 6 lambda =  -0.554683 
## Iteration 7 lambda =  -0.5670217 
## Iteration 8 lambda =  -0.5731911 
## Iteration 9 lambda =  -0.5762758 
## Iteration 10 lambda =  -0.5778182 
## Iteration 11 lambda =  -0.5785893 
## Iteration 12 lambda =  -0.5789749 
## Iteration 13 lambda =  -0.5791677 
## Iteration 14 lambda =  -0.5792641 
## Iteration 15 lambda =  -0.5793123 
## Iteration 16 lambda =  -0.5793364 
## Iteration 17 lambda =  -0.5793485 
## Iteration 18 lambda =  -0.5793545 
## Iteration 19 lambda =  -0.5793575 
## Iteration 20 lambda =  -0.579359 
## Iteration 21 lambda =  -0.5793598 
## Iteration 22 lambda =  -0.5793601 
## Iteration 23 lambda =  -0.5793603 
## Iteration 24 lambda =  -0.5793604 
## Iteration 1 lambda =  0.2598439 
## Iteration 2 lambda =  -0.1102342 
## Iteration 3 lambda =  -0.2952733 
## Iteration 4 lambda =  -0.3877928 
## Iteration 5 lambda =  -0.4340525 
## Iteration 6 lambda =  -0.4571824 
## Iteration 7 lambda =  -0.4687474 
## Iteration 8 lambda =  -0.4745298 
## Iteration 9 lambda =  -0.4774211 
## Iteration 10 lambda =  -0.4788667 
## Iteration 11 lambda =  -0.4795895 
## Iteration 12 lambda =  -0.4799509 
## Iteration 13 lambda =  -0.4801316 
## Iteration 14 lambda =  -0.4802219 
## Iteration 15 lambda =  -0.4802671 
## Iteration 16 lambda =  -0.4802897 
## Iteration 17 lambda =  -0.480301 
## Iteration 18 lambda =  -0.4803066 
## Iteration 19 lambda =  -0.4803095 
## Iteration 20 lambda =  -0.4803109 
## Iteration 21 lambda =  -0.4803116 
## Iteration 22 lambda =  -0.4803119 
## Iteration 23 lambda =  -0.4803121 
## Iteration 24 lambda =  -0.4803122 
## Iteration 1 lambda =  0.316492 
## Iteration 2 lambda =  -0.02526196 
## Iteration 3 lambda =  -0.196139 
## Iteration 4 lambda =  -0.2815775 
## Iteration 5 lambda =  -0.3242967 
## Iteration 6 lambda =  -0.3456563 
## Iteration 7 lambda =  -0.3563361 
## Iteration 8 lambda =  -0.361676 
## Iteration 9 lambda =  -0.364346 
## Iteration 10 lambda =  -0.365681 
## Iteration 11 lambda =  -0.3663485 
## Iteration 12 lambda =  -0.3666822 
## Iteration 13 lambda =  -0.3668491 
## Iteration 14 lambda =  -0.3669325 
## Iteration 15 lambda =  -0.3669742 
## Iteration 16 lambda =  -0.3669951 
## Iteration 17 lambda =  -0.3670055 
## Iteration 18 lambda =  -0.3670107 
## Iteration 19 lambda =  -0.3670133 
## Iteration 20 lambda =  -0.3670146 
## Iteration 21 lambda =  -0.3670153 
## Iteration 22 lambda =  -0.3670156 
## Iteration 23 lambda =  -0.3670158 
## Iteration 24 lambda =  -0.3670159 
## Iteration 1 lambda =  0.3109722 
## Iteration 2 lambda =  -0.03354177 
## Iteration 3 lambda =  -0.2057987 
## Iteration 4 lambda =  -0.2919272 
## Iteration 5 lambda =  -0.3349915 
## Iteration 6 lambda =  -0.3565236 
## Iteration 7 lambda =  -0.3672896 
## Iteration 8 lambda =  -0.3726727 
## Iteration 9 lambda =  -0.3753642 
## Iteration 10 lambda =  -0.3767099 
## Iteration 11 lambda =  -0.3773828 
## Iteration 12 lambda =  -0.3777193 
## Iteration 13 lambda =  -0.3778875 
## Iteration 14 lambda =  -0.3779716 
## Iteration 15 lambda =  -0.3780136 
## Iteration 16 lambda =  -0.3780347 
## Iteration 17 lambda =  -0.3780452 
## Iteration 18 lambda =  -0.3780504 
## Iteration 19 lambda =  -0.3780531 
## Iteration 20 lambda =  -0.3780544 
## Iteration 21 lambda =  -0.378055 
## Iteration 22 lambda =  -0.3780554 
## Iteration 23 lambda =  -0.3780555 
## Iteration 24 lambda =  -0.3780556 
## Iteration 1 lambda =  0.307607 
## Iteration 2 lambda =  -0.03858948 
## Iteration 3 lambda =  -0.2116877 
## Iteration 4 lambda =  -0.2982369 
## Iteration 5 lambda =  -0.3415114 
## Iteration 6 lambda =  -0.3631487 
## Iteration 7 lambda =  -0.3739673 
## Iteration 8 lambda =  -0.3793767 
## Iteration 9 lambda =  -0.3820813 
## Iteration 10 lambda =  -0.3834336 
## Iteration 11 lambda =  -0.3841098 
## Iteration 12 lambda =  -0.3844479 
## Iteration 13 lambda =  -0.3846169 
## Iteration 14 lambda =  -0.3847015 
## Iteration 15 lambda =  -0.3847437 
## Iteration 16 lambda =  -0.3847648 
## Iteration 17 lambda =  -0.3847754 
## Iteration 18 lambda =  -0.3847807 
## Iteration 19 lambda =  -0.3847833 
## Iteration 20 lambda =  -0.3847847 
## Iteration 21 lambda =  -0.3847853 
## Iteration 22 lambda =  -0.3847856 
## Iteration 23 lambda =  -0.3847858 
## Iteration 24 lambda =  -0.3847859 
## Iteration 1 lambda =  0.3256267 
## Iteration 2 lambda =  -0.01155998 
## Iteration 3 lambda =  -0.1801533 
## Iteration 4 lambda =  -0.26445 
## Iteration 5 lambda =  -0.3065983 
## Iteration 6 lambda =  -0.3276725 
## Iteration 7 lambda =  -0.3382096 
## Iteration 8 lambda =  -0.3434781 
## Iteration 9 lambda =  -0.3461124 
## Iteration 10 lambda =  -0.3474295 
## Iteration 11 lambda =  -0.3480881 
## Iteration 12 lambda =  -0.3484174 
## Iteration 13 lambda =  -0.348582 
## Iteration 14 lambda =  -0.3486643 
## Iteration 15 lambda =  -0.3487055 
## Iteration 16 lambda =  -0.3487261 
## Iteration 17 lambda =  -0.3487363 
## Iteration 18 lambda =  -0.3487415 
## Iteration 19 lambda =  -0.3487441 
## Iteration 20 lambda =  -0.3487454 
## Iteration 21 lambda =  -0.348746 
## Iteration 22 lambda =  -0.3487463 
## Iteration 23 lambda =  -0.3487465 
## Iteration 24 lambda =  -0.3487466 
## Iteration 1 lambda =  0.3574587 
## Iteration 2 lambda =  0.03618803 
## Iteration 3 lambda =  -0.1244473 
## Iteration 4 lambda =  -0.204765 
## Iteration 5 lambda =  -0.2449238 
## Iteration 6 lambda =  -0.2650032 
## Iteration 7 lambda =  -0.2750429 
## Iteration 8 lambda =  -0.2800628 
## Iteration 9 lambda =  -0.2825727 
## Iteration 10 lambda =  -0.2838277 
## Iteration 11 lambda =  -0.2844552 
## Iteration 12 lambda =  -0.2847689 
## Iteration 13 lambda =  -0.2849258 
## Iteration 14 lambda =  -0.2850042 
## Iteration 15 lambda =  -0.2850434 
## Iteration 16 lambda =  -0.285063 
## Iteration 17 lambda =  -0.2850728 
## Iteration 18 lambda =  -0.2850777 
## Iteration 19 lambda =  -0.2850802 
## Iteration 20 lambda =  -0.2850814 
## Iteration 21 lambda =  -0.285082 
## Iteration 22 lambda =  -0.2850823 
## Iteration 23 lambda =  -0.2850825 
## Iteration 24 lambda =  -0.2850826 
## Iteration 1 lambda =  0.3426636 
## Iteration 2 lambda =  0.01399533 
## Iteration 3 lambda =  -0.1503388 
## Iteration 4 lambda =  -0.2325058 
## Iteration 5 lambda =  -0.2735894 
## Iteration 6 lambda =  -0.2941311 
## Iteration 7 lambda =  -0.304402 
## Iteration 8 lambda =  -0.3095375 
## Iteration 9 lambda =  -0.3121052 
## Iteration 10 lambda =  -0.313389 
## Iteration 11 lambda =  -0.314031 
## Iteration 12 lambda =  -0.3143519 
## Iteration 13 lambda =  -0.3145124 
## Iteration 14 lambda =  -0.3145927 
## Iteration 15 lambda =  -0.3146328 
## Iteration 16 lambda =  -0.3146528 
## Iteration 17 lambda =  -0.3146629 
## Iteration 18 lambda =  -0.3146679 
## Iteration 19 lambda =  -0.3146704 
## Iteration 20 lambda =  -0.3146716 
## Iteration 21 lambda =  -0.3146723 
## Iteration 22 lambda =  -0.3146726 
## Iteration 23 lambda =  -0.3146727 
## Iteration 24 lambda =  -0.3146728 
## Iteration 1 lambda =  0.2803155 
## Iteration 2 lambda =  -0.0795268 
## Iteration 3 lambda =  -0.2594479 
## Iteration 4 lambda =  -0.3494085 
## Iteration 5 lambda =  -0.3943888 
## Iteration 6 lambda =  -0.4168789 
## Iteration 7 lambda =  -0.428124 
## Iteration 8 lambda =  -0.4337465 
## Iteration 9 lambda =  -0.4365578 
## Iteration 10 lambda =  -0.4379634 
## Iteration 11 lambda =  -0.4386662 
## Iteration 12 lambda =  -0.4390177 
## Iteration 13 lambda =  -0.4391934 
## Iteration 14 lambda =  -0.4392812 
## Iteration 15 lambda =  -0.4393251 
## Iteration 16 lambda =  -0.4393471 
## Iteration 17 lambda =  -0.4393581 
## Iteration 18 lambda =  -0.4393636 
## Iteration 19 lambda =  -0.4393663 
## Iteration 20 lambda =  -0.4393677 
## Iteration 21 lambda =  -0.4393684 
## Iteration 22 lambda =  -0.4393687 
## Iteration 23 lambda =  -0.4393689 
## Iteration 24 lambda =  -0.439369 
## Iteration 1 lambda =  0.2783907 
## Iteration 2 lambda =  -0.0824139 
## Iteration 3 lambda =  -0.2628162 
## Iteration 4 lambda =  -0.3530174 
## Iteration 5 lambda =  -0.398118 
## Iteration 6 lambda =  -0.4206682 
## Iteration 7 lambda =  -0.4319434 
## Iteration 8 lambda =  -0.437581 
## Iteration 9 lambda =  -0.4403998 
## Iteration 10 lambda =  -0.4418091 
## Iteration 11 lambda =  -0.4425138 
## Iteration 12 lambda =  -0.4428662 
## Iteration 13 lambda =  -0.4430424 
## Iteration 14 lambda =  -0.4431305 
## Iteration 15 lambda =  -0.4431745 
## Iteration 16 lambda =  -0.4431965 
## Iteration 17 lambda =  -0.4432075 
## Iteration 18 lambda =  -0.443213 
## Iteration 19 lambda =  -0.4432158 
## Iteration 20 lambda =  -0.4432172 
## Iteration 21 lambda =  -0.4432179 
## Iteration 22 lambda =  -0.4432182 
## Iteration 23 lambda =  -0.4432184 
## Iteration 24 lambda =  -0.4432185 
## Iteration 1 lambda =  0.301186 
## Iteration 2 lambda =  -0.04822107 
## Iteration 3 lambda =  -0.2229246 
## Iteration 4 lambda =  -0.3102763 
## Iteration 5 lambda =  -0.3539522 
## Iteration 6 lambda =  -0.3757902 
## Iteration 7 lambda =  -0.3867091 
## Iteration 8 lambda =  -0.3921686 
## Iteration 9 lambda =  -0.3948984 
## Iteration 10 lambda =  -0.3962632 
## Iteration 11 lambda =  -0.3969457 
## Iteration 12 lambda =  -0.3972869 
## Iteration 13 lambda =  -0.3974575 
## Iteration 14 lambda =  -0.3975428 
## Iteration 15 lambda =  -0.3975854 
## Iteration 16 lambda =  -0.3976068 
## Iteration 17 lambda =  -0.3976174 
## Iteration 18 lambda =  -0.3976228 
## Iteration 19 lambda =  -0.3976254 
## Iteration 20 lambda =  -0.3976268 
## Iteration 21 lambda =  -0.3976274 
## Iteration 22 lambda =  -0.3976278 
## Iteration 23 lambda =  -0.3976279 
## Iteration 24 lambda =  -0.397628 
## Iteration 1 lambda =  0.3745453 
## Iteration 2 lambda =  0.06181796 
## Iteration 3 lambda =  -0.09454571 
## Iteration 4 lambda =  -0.1727275 
## Iteration 5 lambda =  -0.2118185 
## Iteration 6 lambda =  -0.2313639 
## Iteration 7 lambda =  -0.2411367 
## Iteration 8 lambda =  -0.246023 
## Iteration 9 lambda =  -0.2484662 
## Iteration 10 lambda =  -0.2496878 
## Iteration 11 lambda =  -0.2502986 
## Iteration 12 lambda =  -0.250604 
## Iteration 13 lambda =  -0.2507567 
## Iteration 14 lambda =  -0.250833 
## Iteration 15 lambda =  -0.2508712 
## Iteration 16 lambda =  -0.2508903 
## Iteration 17 lambda =  -0.2508998 
## Iteration 18 lambda =  -0.2509046 
## Iteration 19 lambda =  -0.250907 
## Iteration 20 lambda =  -0.2509082 
## Iteration 21 lambda =  -0.2509088 
## Iteration 22 lambda =  -0.2509091 
## Iteration 23 lambda =  -0.2509092 
## Iteration 24 lambda =  -0.2509093 
## Iteration 1 lambda =  0.3087812 
## Iteration 2 lambda =  -0.03682816 
## Iteration 3 lambda =  -0.2096328 
## Iteration 4 lambda =  -0.2960352 
## Iteration 5 lambda =  -0.3392364 
## Iteration 6 lambda =  -0.360837 
## Iteration 7 lambda =  -0.3716372 
## Iteration 8 lambda =  -0.3770374 
## Iteration 9 lambda =  -0.3797375 
## Iteration 10 lambda =  -0.3810875 
## Iteration 11 lambda =  -0.3817625 
## Iteration 12 lambda =  -0.3821 
## Iteration 13 lambda =  -0.3822688 
## Iteration 14 lambda =  -0.3823532 
## Iteration 15 lambda =  -0.3823954 
## Iteration 16 lambda =  -0.3824164 
## Iteration 17 lambda =  -0.382427 
## Iteration 18 lambda =  -0.3824323 
## Iteration 19 lambda =  -0.3824349 
## Iteration 20 lambda =  -0.3824362 
## Iteration 21 lambda =  -0.3824369 
## Iteration 22 lambda =  -0.3824372 
## Iteration 23 lambda =  -0.3824374 
## Iteration 24 lambda =  -0.3824375 
## Iteration 1 lambda =  0.3164826 
## Iteration 2 lambda =  -0.02527609 
## Iteration 3 lambda =  -0.1961554 
## Iteration 4 lambda =  -0.2815951 
## Iteration 5 lambda =  -0.3243149 
## Iteration 6 lambda =  -0.3456749 
## Iteration 7 lambda =  -0.3563548 
## Iteration 8 lambda =  -0.3616948 
## Iteration 9 lambda =  -0.3643648 
## Iteration 10 lambda =  -0.3656998 
## Iteration 11 lambda =  -0.3663673 
## Iteration 12 lambda =  -0.366701 
## Iteration 13 lambda =  -0.3668679 
## Iteration 14 lambda =  -0.3669513 
## Iteration 15 lambda =  -0.3669931 
## Iteration 16 lambda =  -0.3670139 
## Iteration 17 lambda =  -0.3670244 
## Iteration 18 lambda =  -0.3670296 
## Iteration 19 lambda =  -0.3670322 
## Iteration 20 lambda =  -0.3670335 
## Iteration 21 lambda =  -0.3670341 
## Iteration 22 lambda =  -0.3670345 
## Iteration 23 lambda =  -0.3670346 
## Iteration 24 lambda =  -0.3670347 
## Iteration 1 lambda =  0.2898803 
## Iteration 2 lambda =  -0.06517953 
## Iteration 3 lambda =  -0.2427094 
## Iteration 4 lambda =  -0.3314744 
## Iteration 5 lambda =  -0.3758569 
## Iteration 6 lambda =  -0.3980481 
## Iteration 7 lambda =  -0.4091437 
## Iteration 8 lambda =  -0.4146916 
## Iteration 9 lambda =  -0.4174655 
## Iteration 10 lambda =  -0.4188524 
## Iteration 11 lambda =  -0.4195459 
## Iteration 12 lambda =  -0.4198926 
## Iteration 13 lambda =  -0.420066 
## Iteration 14 lambda =  -0.4201527 
## Iteration 15 lambda =  -0.420196 
## Iteration 16 lambda =  -0.4202177 
## Iteration 17 lambda =  -0.4202285 
## Iteration 18 lambda =  -0.420234 
## Iteration 19 lambda =  -0.4202367 
## Iteration 20 lambda =  -0.420238 
## Iteration 21 lambda =  -0.4202387 
## Iteration 22 lambda =  -0.420239 
## Iteration 23 lambda =  -0.4202392 
## Iteration 24 lambda =  -0.4202393 
## Iteration 1 lambda =  0.3068867 
## Iteration 2 lambda =  -0.0396699 
## Iteration 3 lambda =  -0.2129482 
## Iteration 4 lambda =  -0.2995874 
## Iteration 5 lambda =  -0.342907 
## Iteration 6 lambda =  -0.3645667 
## Iteration 7 lambda =  -0.3753966 
## Iteration 8 lambda =  -0.3808116 
## Iteration 9 lambda =  -0.3835191 
## Iteration 10 lambda =  -0.3848728 
## Iteration 11 lambda =  -0.3855497 
## Iteration 12 lambda =  -0.3858881 
## Iteration 13 lambda =  -0.3860573 
## Iteration 14 lambda =  -0.3861419 
## Iteration 15 lambda =  -0.3861842 
## Iteration 16 lambda =  -0.3862054 
## Iteration 17 lambda =  -0.386216 
## Iteration 18 lambda =  -0.3862212 
## Iteration 19 lambda =  -0.3862239 
## Iteration 20 lambda =  -0.3862252 
## Iteration 21 lambda =  -0.3862259 
## Iteration 22 lambda =  -0.3862262 
## Iteration 23 lambda =  -0.3862264 
## Iteration 24 lambda =  -0.3862264 
## Iteration 1 lambda =  0.3121409 
## Iteration 2 lambda =  -0.03178861 
## Iteration 3 lambda =  -0.2037534 
## Iteration 4 lambda =  -0.2897358 
## Iteration 5 lambda =  -0.332727 
## Iteration 6 lambda =  -0.3542226 
## Iteration 7 lambda =  -0.3649704 
## Iteration 8 lambda =  -0.3703442 
## Iteration 9 lambda =  -0.3730312 
## Iteration 10 lambda =  -0.3743747 
## Iteration 11 lambda =  -0.3750464 
## Iteration 12 lambda =  -0.3753823 
## Iteration 13 lambda =  -0.3755502 
## Iteration 14 lambda =  -0.3756342 
## Iteration 15 lambda =  -0.3756762 
## Iteration 16 lambda =  -0.3756972 
## Iteration 17 lambda =  -0.3757077 
## Iteration 18 lambda =  -0.3757129 
## Iteration 19 lambda =  -0.3757155 
## Iteration 20 lambda =  -0.3757168 
## Iteration 21 lambda =  -0.3757175 
## Iteration 22 lambda =  -0.3757178 
## Iteration 23 lambda =  -0.375718 
## Iteration 24 lambda =  -0.3757181 
## Iteration 1 lambda =  0.287267 
## Iteration 2 lambda =  -0.06909947 
## Iteration 3 lambda =  -0.2472827 
## Iteration 4 lambda =  -0.3363743 
## Iteration 5 lambda =  -0.3809201 
## Iteration 6 lambda =  -0.403193 
## Iteration 7 lambda =  -0.4143295 
## Iteration 8 lambda =  -0.4198977 
## Iteration 9 lambda =  -0.4226818 
## Iteration 10 lambda =  -0.4240739 
## Iteration 11 lambda =  -0.4247699 
## Iteration 12 lambda =  -0.4251179 
## Iteration 13 lambda =  -0.4252919 
## Iteration 14 lambda =  -0.425379 
## Iteration 15 lambda =  -0.4254225 
## Iteration 16 lambda =  -0.4254442 
## Iteration 17 lambda =  -0.4254551 
## Iteration 18 lambda =  -0.4254605 
## Iteration 19 lambda =  -0.4254632 
## Iteration 20 lambda =  -0.4254646 
## Iteration 21 lambda =  -0.4254653 
## Iteration 22 lambda =  -0.4254656 
## Iteration 23 lambda =  -0.4254658 
## Iteration 24 lambda =  -0.4254659 
## Iteration 1 lambda =  0.3616638 
## Iteration 2 lambda =  0.04249568 
## Iteration 3 lambda =  -0.1170884 
## Iteration 4 lambda =  -0.1968804 
## Iteration 5 lambda =  -0.2367764 
## Iteration 6 lambda =  -0.2567244 
## Iteration 7 lambda =  -0.2666984 
## Iteration 8 lambda =  -0.2716854 
## Iteration 9 lambda =  -0.2741789 
## Iteration 10 lambda =  -0.2754257 
## Iteration 11 lambda =  -0.2760491 
## Iteration 12 lambda =  -0.2763607 
## Iteration 13 lambda =  -0.2765166 
## Iteration 14 lambda =  -0.2765945 
## Iteration 15 lambda =  -0.2766335 
## Iteration 16 lambda =  -0.2766529 
## Iteration 17 lambda =  -0.2766627 
## Iteration 18 lambda =  -0.2766676 
## Iteration 19 lambda =  -0.27667 
## Iteration 20 lambda =  -0.2766712 
## Iteration 21 lambda =  -0.2766718 
## Iteration 22 lambda =  -0.2766721 
## Iteration 23 lambda =  -0.2766723 
## Iteration 24 lambda =  -0.2766724 
## Iteration 1 lambda =  0.3830511 
## Iteration 2 lambda =  0.07457667 
## Iteration 3 lambda =  -0.07966055 
## Iteration 4 lambda =  -0.1567792 
## Iteration 5 lambda =  -0.1953385 
## Iteration 6 lambda =  -0.2146181 
## Iteration 7 lambda =  -0.2242579 
## Iteration 8 lambda =  -0.2290779 
## Iteration 9 lambda =  -0.2314878 
## Iteration 10 lambda =  -0.2326928 
## Iteration 11 lambda =  -0.2332953 
## Iteration 12 lambda =  -0.2335965 
## Iteration 13 lambda =  -0.2337471 
## Iteration 14 lambda =  -0.2338225 
## Iteration 15 lambda =  -0.2338601 
## Iteration 16 lambda =  -0.2338789 
## Iteration 17 lambda =  -0.2338884 
## Iteration 18 lambda =  -0.2338931 
## Iteration 19 lambda =  -0.2338954 
## Iteration 20 lambda =  -0.2338966 
## Iteration 21 lambda =  -0.2338972 
## Iteration 22 lambda =  -0.2338975 
## Iteration 23 lambda =  -0.2338976 
## Iteration 24 lambda =  -0.2338977 
## Iteration 1 lambda =  0.288216 
## Iteration 2 lambda =  -0.067676 
## Iteration 3 lambda =  -0.245622 
## Iteration 4 lambda =  -0.334595 
## Iteration 5 lambda =  -0.3790815 
## Iteration 6 lambda =  -0.4013247 
## Iteration 7 lambda =  -0.4124464 
## Iteration 8 lambda =  -0.4180072 
## Iteration 9 lambda =  -0.4207876 
## Iteration 10 lambda =  -0.4221778 
## Iteration 11 lambda =  -0.4228729 
## Iteration 12 lambda =  -0.4232204 
## Iteration 13 lambda =  -0.4233942 
## Iteration 14 lambda =  -0.4234811 
## Iteration 15 lambda =  -0.4235246 
## Iteration 16 lambda =  -0.4235463 
## Iteration 17 lambda =  -0.4235571 
## Iteration 18 lambda =  -0.4235626 
## Iteration 19 lambda =  -0.4235653 
## Iteration 20 lambda =  -0.4235666 
## Iteration 21 lambda =  -0.4235673 
## Iteration 22 lambda =  -0.4235677 
## Iteration 23 lambda =  -0.4235678 
## Iteration 24 lambda =  -0.4235679 
## Iteration 1 lambda =  0.3491944 
## Iteration 2 lambda =  0.02379166 
## Iteration 3 lambda =  -0.1389097 
## Iteration 4 lambda =  -0.2202604 
## Iteration 5 lambda =  -0.2609358 
## Iteration 6 lambda =  -0.2812735 
## Iteration 7 lambda =  -0.2914423 
## Iteration 8 lambda =  -0.2965267 
## Iteration 9 lambda =  -0.2990689 
## Iteration 10 lambda =  -0.30034 
## Iteration 11 lambda =  -0.3009756 
## Iteration 12 lambda =  -0.3012933 
## Iteration 13 lambda =  -0.3014522 
## Iteration 14 lambda =  -0.3015317 
## Iteration 15 lambda =  -0.3015714 
## Iteration 16 lambda =  -0.3015913 
## Iteration 17 lambda =  -0.3016012 
## Iteration 18 lambda =  -0.3016062 
## Iteration 19 lambda =  -0.3016086 
## Iteration 20 lambda =  -0.3016099 
## Iteration 21 lambda =  -0.3016105 
## Iteration 22 lambda =  -0.3016108 
## Iteration 23 lambda =  -0.301611 
## Iteration 24 lambda =  -0.301611 
## Iteration 1 lambda =  0.2477397 
## Iteration 2 lambda =  -0.1283905 
## Iteration 3 lambda =  -0.3164556 
## Iteration 4 lambda =  -0.4104881 
## Iteration 5 lambda =  -0.4575044 
## Iteration 6 lambda =  -0.4810126 
## Iteration 7 lambda =  -0.4927666 
## Iteration 8 lambda =  -0.4986437 
## Iteration 9 lambda =  -0.5015822 
## Iteration 10 lambda =  -0.5030514 
## Iteration 11 lambda =  -0.5037861 
## Iteration 12 lambda =  -0.5041534 
## Iteration 13 lambda =  -0.504337 
## Iteration 14 lambda =  -0.5044289 
## Iteration 15 lambda =  -0.5044748 
## Iteration 16 lambda =  -0.5044977 
## Iteration 17 lambda =  -0.5045092 
## Iteration 18 lambda =  -0.504515 
## Iteration 19 lambda =  -0.5045178 
## Iteration 20 lambda =  -0.5045193 
## Iteration 21 lambda =  -0.50452 
## Iteration 22 lambda =  -0.5045203 
## Iteration 23 lambda =  -0.5045205 
## Iteration 24 lambda =  -0.5045206 
## Iteration 1 lambda =  0.3499155 
## Iteration 2 lambda =  0.02487319 
## Iteration 3 lambda =  -0.1376479 
## Iteration 4 lambda =  -0.2189085 
## Iteration 5 lambda =  -0.2595388 
## Iteration 6 lambda =  -0.2798539 
## Iteration 7 lambda =  -0.2900115 
## Iteration 8 lambda =  -0.2950903 
## Iteration 9 lambda =  -0.2976297 
## Iteration 10 lambda =  -0.2988994 
## Iteration 11 lambda =  -0.2995342 
## Iteration 12 lambda =  -0.2998517 
## Iteration 13 lambda =  -0.3000104 
## Iteration 14 lambda =  -0.3000897 
## Iteration 15 lambda =  -0.3001294 
## Iteration 16 lambda =  -0.3001492 
## Iteration 17 lambda =  -0.3001592 
## Iteration 18 lambda =  -0.3001641 
## Iteration 19 lambda =  -0.3001666 
## Iteration 20 lambda =  -0.3001678 
## Iteration 21 lambda =  -0.3001685 
## Iteration 22 lambda =  -0.3001688 
## Iteration 23 lambda =  -0.3001689 
## Iteration 24 lambda =  -0.300169 
## Iteration 1 lambda =  0.270596 
## Iteration 2 lambda =  -0.09410595 
## Iteration 3 lambda =  -0.2764569 
## Iteration 4 lambda =  -0.3676324 
## Iteration 5 lambda =  -0.4132202 
## Iteration 6 lambda =  -0.4360141 
## Iteration 7 lambda =  -0.447411 
## Iteration 8 lambda =  -0.4531095 
## Iteration 9 lambda =  -0.4559587 
## Iteration 10 lambda =  -0.4573833 
## Iteration 11 lambda =  -0.4580956 
## Iteration 12 lambda =  -0.4584518 
## Iteration 13 lambda =  -0.4586299 
## Iteration 14 lambda =  -0.4587189 
## Iteration 15 lambda =  -0.4587634 
## Iteration 16 lambda =  -0.4587857 
## Iteration 17 lambda =  -0.4587968 
## Iteration 18 lambda =  -0.4588024 
## Iteration 19 lambda =  -0.4588052 
## Iteration 20 lambda =  -0.4588065 
## Iteration 21 lambda =  -0.4588072 
## Iteration 22 lambda =  -0.4588076 
## Iteration 23 lambda =  -0.4588078 
## Iteration 24 lambda =  -0.4588078 
## Iteration 1 lambda =  0.2688119 
## Iteration 2 lambda =  -0.09678219 
## Iteration 3 lambda =  -0.2795792 
## Iteration 4 lambda =  -0.3709777 
## Iteration 5 lambda =  -0.416677 
## Iteration 6 lambda =  -0.4395266 
## Iteration 7 lambda =  -0.4509514 
## Iteration 8 lambda =  -0.4566638 
## Iteration 9 lambda =  -0.4595201 
## Iteration 10 lambda =  -0.4609482 
## Iteration 11 lambda =  -0.4616622 
## Iteration 12 lambda =  -0.4620192 
## Iteration 13 lambda =  -0.4621977 
## Iteration 14 lambda =  -0.462287 
## Iteration 15 lambda =  -0.4623316 
## Iteration 16 lambda =  -0.4623539 
## Iteration 17 lambda =  -0.4623651 
## Iteration 18 lambda =  -0.4623707 
## Iteration 19 lambda =  -0.4623735 
## Iteration 20 lambda =  -0.4623749 
## Iteration 21 lambda =  -0.4623756 
## Iteration 22 lambda =  -0.4623759 
## Iteration 23 lambda =  -0.4623761 
## Iteration 24 lambda =  -0.4623762 
## Iteration 1 lambda =  0.3183661 
## Iteration 2 lambda =  -0.02245091 
## Iteration 3 lambda =  -0.1928594 
## Iteration 4 lambda =  -0.2780636 
## Iteration 5 lambda =  -0.3206658 
## Iteration 6 lambda =  -0.3419668 
## Iteration 7 lambda =  -0.3526173 
## Iteration 8 lambda =  -0.3579426 
## Iteration 9 lambda =  -0.3606052 
## Iteration 10 lambda =  -0.3619366 
## Iteration 11 lambda =  -0.3626022 
## Iteration 12 lambda =  -0.362935 
## Iteration 13 lambda =  -0.3631015 
## Iteration 14 lambda =  -0.3631847 
## Iteration 15 lambda =  -0.3632263 
## Iteration 16 lambda =  -0.3632471 
## Iteration 17 lambda =  -0.3632575 
## Iteration 18 lambda =  -0.3632627 
## Iteration 19 lambda =  -0.3632653 
## Iteration 20 lambda =  -0.3632666 
## Iteration 21 lambda =  -0.3632672 
## Iteration 22 lambda =  -0.3632675 
## Iteration 23 lambda =  -0.3632677 
## Iteration 24 lambda =  -0.3632678 
## Iteration 1 lambda =  0.3060806 
## Iteration 2 lambda =  -0.0408791 
## Iteration 3 lambda =  -0.2143589 
## Iteration 4 lambda =  -0.3010989 
## Iteration 5 lambda =  -0.3444688 
## Iteration 6 lambda =  -0.3661538 
## Iteration 7 lambda =  -0.3769963 
## Iteration 8 lambda =  -0.3824176 
## Iteration 9 lambda =  -0.3851282 
## Iteration 10 lambda =  -0.3864835 
## Iteration 11 lambda =  -0.3871611 
## Iteration 12 lambda =  -0.3875 
## Iteration 13 lambda =  -0.3876694 
## Iteration 14 lambda =  -0.3877541 
## Iteration 15 lambda =  -0.3877964 
## Iteration 16 lambda =  -0.3878176 
## Iteration 17 lambda =  -0.3878282 
## Iteration 18 lambda =  -0.3878335 
## Iteration 19 lambda =  -0.3878362 
## Iteration 20 lambda =  -0.3878375 
## Iteration 21 lambda =  -0.3878381 
## Iteration 22 lambda =  -0.3878385 
## Iteration 23 lambda =  -0.3878386 
## Iteration 24 lambda =  -0.3878387 
## Iteration 1 lambda =  0.3048892 
## Iteration 2 lambda =  -0.04266625 
## Iteration 3 lambda =  -0.216444 
## Iteration 4 lambda =  -0.3033328 
## Iteration 5 lambda =  -0.3467772 
## Iteration 6 lambda =  -0.3684995 
## Iteration 7 lambda =  -0.3793606 
## Iteration 8 lambda =  -0.3847911 
## Iteration 9 lambda =  -0.3875064 
## Iteration 10 lambda =  -0.388864 
## Iteration 11 lambda =  -0.3895428 
## Iteration 12 lambda =  -0.3898823 
## Iteration 13 lambda =  -0.390052 
## Iteration 14 lambda =  -0.3901368 
## Iteration 15 lambda =  -0.3901792 
## Iteration 16 lambda =  -0.3902005 
## Iteration 17 lambda =  -0.3902111 
## Iteration 18 lambda =  -0.3902164 
## Iteration 19 lambda =  -0.390219 
## Iteration 20 lambda =  -0.3902203 
## Iteration 21 lambda =  -0.390221 
## Iteration 22 lambda =  -0.3902213 
## Iteration 23 lambda =  -0.3902215 
## Iteration 24 lambda =  -0.3902216 
## Iteration 1 lambda =  0.3495444 
## Iteration 2 lambda =  0.02431654 
## Iteration 3 lambda =  -0.1382974 
## Iteration 4 lambda =  -0.2196043 
## Iteration 5 lambda =  -0.2602578 
## Iteration 6 lambda =  -0.2805845 
## Iteration 7 lambda =  -0.2907479 
## Iteration 8 lambda =  -0.2958296 
## Iteration 9 lambda =  -0.2983704 
## Iteration 10 lambda =  -0.2996409 
## Iteration 11 lambda =  -0.3002761 
## Iteration 12 lambda =  -0.3005937 
## Iteration 13 lambda =  -0.3007525 
## Iteration 14 lambda =  -0.3008319 
## Iteration 15 lambda =  -0.3008716 
## Iteration 16 lambda =  -0.3008914 
## Iteration 17 lambda =  -0.3009014 
## Iteration 18 lambda =  -0.3009063 
## Iteration 19 lambda =  -0.3009088 
## Iteration 20 lambda =  -0.30091 
## Iteration 21 lambda =  -0.3009107 
## Iteration 22 lambda =  -0.300911 
## Iteration 23 lambda =  -0.3009111 
## Iteration 24 lambda =  -0.3009112 
## Iteration 1 lambda =  0.2518006 
## Iteration 2 lambda =  -0.122299 
## Iteration 3 lambda =  -0.3093489 
## Iteration 4 lambda =  -0.4028738 
## Iteration 5 lambda =  -0.4496363 
## Iteration 6 lambda =  -0.4730175 
## Iteration 7 lambda =  -0.4847081 
## Iteration 8 lambda =  -0.4905534 
## Iteration 9 lambda =  -0.4934761 
## Iteration 10 lambda =  -0.4949374 
## Iteration 11 lambda =  -0.4956681 
## Iteration 12 lambda =  -0.4960334 
## Iteration 13 lambda =  -0.4962161 
## Iteration 14 lambda =  -0.4963074 
## Iteration 15 lambda =  -0.4963531 
## Iteration 16 lambda =  -0.4963759 
## Iteration 17 lambda =  -0.4963873 
## Iteration 18 lambda =  -0.496393 
## Iteration 19 lambda =  -0.4963959 
## Iteration 20 lambda =  -0.4963973 
## Iteration 21 lambda =  -0.496398 
## Iteration 22 lambda =  -0.4963984 
## Iteration 23 lambda =  -0.4963986 
## Iteration 24 lambda =  -0.4963986 
## Iteration 1 lambda =  0.2833053 
## Iteration 2 lambda =  -0.0750421 
## Iteration 3 lambda =  -0.2542158 
## Iteration 4 lambda =  -0.3438026 
## Iteration 5 lambda =  -0.388596 
## Iteration 6 lambda =  -0.4109928 
## Iteration 7 lambda =  -0.4221911 
## Iteration 8 lambda =  -0.4277903 
## Iteration 9 lambda =  -0.4305899 
## Iteration 10 lambda =  -0.4319897 
## Iteration 11 lambda =  -0.4326896 
## Iteration 12 lambda =  -0.4330395 
## Iteration 13 lambda =  -0.4332145 
## Iteration 14 lambda =  -0.433302 
## Iteration 15 lambda =  -0.4333457 
## Iteration 16 lambda =  -0.4333676 
## Iteration 17 lambda =  -0.4333785 
## Iteration 18 lambda =  -0.433384 
## Iteration 19 lambda =  -0.4333867 
## Iteration 20 lambda =  -0.4333881 
## Iteration 21 lambda =  -0.4333888 
## Iteration 22 lambda =  -0.4333891 
## Iteration 23 lambda =  -0.4333893 
## Iteration 24 lambda =  -0.4333894 
## Iteration 1 lambda =  0.2545837 
## Iteration 2 lambda =  -0.1181244 
## Iteration 3 lambda =  -0.3044785 
## Iteration 4 lambda =  -0.3976556 
## Iteration 5 lambda =  -0.4442441 
## Iteration 6 lambda =  -0.4675383 
## Iteration 7 lambda =  -0.4791855 
## Iteration 8 lambda =  -0.485009 
## Iteration 9 lambda =  -0.4879208 
## Iteration 10 lambda =  -0.4893767 
## Iteration 11 lambda =  -0.4901046 
## Iteration 12 lambda =  -0.4904686 
## Iteration 13 lambda =  -0.4906506 
## Iteration 14 lambda =  -0.4907416 
## Iteration 15 lambda =  -0.4907871 
## Iteration 16 lambda =  -0.4908098 
## Iteration 17 lambda =  -0.4908212 
## Iteration 18 lambda =  -0.4908269 
## Iteration 19 lambda =  -0.4908297 
## Iteration 20 lambda =  -0.4908312 
## Iteration 21 lambda =  -0.4908319 
## Iteration 22 lambda =  -0.4908322 
## Iteration 23 lambda =  -0.4908324 
## Iteration 24 lambda =  -0.4908325 
## Iteration 1 lambda =  0.3579193 
## Iteration 2 lambda =  0.03687891 
## Iteration 3 lambda =  -0.1236413 
## Iteration 4 lambda =  -0.2039014 
## Iteration 5 lambda =  -0.2440314 
## Iteration 6 lambda =  -0.2640964 
## Iteration 7 lambda =  -0.2741289 
## Iteration 8 lambda =  -0.2791452 
## Iteration 9 lambda =  -0.2816533 
## Iteration 10 lambda =  -0.2829074 
## Iteration 11 lambda =  -0.2835344 
## Iteration 12 lambda =  -0.2838479 
## Iteration 13 lambda =  -0.2840047 
## Iteration 14 lambda =  -0.2840831 
## Iteration 15 lambda =  -0.2841223 
## Iteration 16 lambda =  -0.2841419 
## Iteration 17 lambda =  -0.2841517 
## Iteration 18 lambda =  -0.2841566 
## Iteration 19 lambda =  -0.284159 
## Iteration 20 lambda =  -0.2841602 
## Iteration 21 lambda =  -0.2841608 
## Iteration 22 lambda =  -0.2841611 
## Iteration 23 lambda =  -0.2841613 
## Iteration 24 lambda =  -0.2841614 
## Iteration 1 lambda =  0.3275216 
## Iteration 2 lambda =  -0.008717554 
## Iteration 3 lambda =  -0.1768371 
## Iteration 4 lambda =  -0.2608969 
## Iteration 5 lambda =  -0.3029268 
## Iteration 6 lambda =  -0.3239418 
## Iteration 7 lambda =  -0.3344493 
## Iteration 8 lambda =  -0.339703 
## Iteration 9 lambda =  -0.3423299 
## Iteration 10 lambda =  -0.3436433 
## Iteration 11 lambda =  -0.3443 
## Iteration 12 lambda =  -0.3446284 
## Iteration 13 lambda =  -0.3447926 
## Iteration 14 lambda =  -0.3448746 
## Iteration 15 lambda =  -0.3449157 
## Iteration 16 lambda =  -0.3449362 
## Iteration 17 lambda =  -0.3449465 
## Iteration 18 lambda =  -0.3449516 
## Iteration 19 lambda =  -0.3449542 
## Iteration 20 lambda =  -0.3449555 
## Iteration 21 lambda =  -0.3449561 
## Iteration 22 lambda =  -0.3449564 
## Iteration 23 lambda =  -0.3449566 
## Iteration 24 lambda =  -0.3449567 
## Iteration 1 lambda =  0.3144586 
## Iteration 2 lambda =  -0.02831205 
## Iteration 3 lambda =  -0.1996974 
## Iteration 4 lambda =  -0.2853901 
## Iteration 5 lambda =  -0.3282364 
## Iteration 6 lambda =  -0.3496596 
## Iteration 7 lambda =  -0.3603712 
## Iteration 8 lambda =  -0.3657269 
## Iteration 9 lambda =  -0.3684048 
## Iteration 10 lambda =  -0.3697438 
## Iteration 11 lambda =  -0.3704133 
## Iteration 12 lambda =  -0.370748 
## Iteration 13 lambda =  -0.3709154 
## Iteration 14 lambda =  -0.3709991 
## Iteration 15 lambda =  -0.3710409 
## Iteration 16 lambda =  -0.3710618 
## Iteration 17 lambda =  -0.3710723 
## Iteration 18 lambda =  -0.3710775 
## Iteration 19 lambda =  -0.3710801 
## Iteration 20 lambda =  -0.3710814 
## Iteration 21 lambda =  -0.3710821 
## Iteration 22 lambda =  -0.3710824 
## Iteration 23 lambda =  -0.3710826 
## Iteration 24 lambda =  -0.3710827 
## Iteration 1 lambda =  0.2794003 
## Iteration 2 lambda =  -0.08089961 
## Iteration 3 lambda =  -0.2610495 
## Iteration 4 lambda =  -0.3511245 
## Iteration 5 lambda =  -0.396162 
## Iteration 6 lambda =  -0.4186807 
## Iteration 7 lambda =  -0.4299401 
## Iteration 8 lambda =  -0.4355698 
## Iteration 9 lambda =  -0.4383846 
## Iteration 10 lambda =  -0.4397921 
## Iteration 11 lambda =  -0.4404958 
## Iteration 12 lambda =  -0.4408476 
## Iteration 13 lambda =  -0.4410235 
## Iteration 14 lambda =  -0.4411115 
## Iteration 15 lambda =  -0.4411555 
## Iteration 16 lambda =  -0.4411775 
## Iteration 17 lambda =  -0.4411885 
## Iteration 18 lambda =  -0.441194 
## Iteration 19 lambda =  -0.4411967 
## Iteration 20 lambda =  -0.4411981 
## Iteration 21 lambda =  -0.4411988 
## Iteration 22 lambda =  -0.4411991 
## Iteration 23 lambda =  -0.4411993 
## Iteration 24 lambda =  -0.4411994 
## Iteration 1 lambda =  0.3034651 
## Iteration 2 lambda =  -0.04480229 
## Iteration 3 lambda =  -0.218936 
## Iteration 4 lambda =  -0.3060029 
## Iteration 5 lambda =  -0.3495363 
## Iteration 6 lambda =  -0.371303 
## Iteration 7 lambda =  -0.3821864 
## Iteration 8 lambda =  -0.387628 
## Iteration 9 lambda =  -0.3903489 
## Iteration 10 lambda =  -0.3917093 
## Iteration 11 lambda =  -0.3923895 
## Iteration 12 lambda =  -0.3927296 
## Iteration 13 lambda =  -0.3928997 
## Iteration 14 lambda =  -0.3929847 
## Iteration 15 lambda =  -0.3930272 
## Iteration 16 lambda =  -0.3930485 
## Iteration 17 lambda =  -0.3930591 
## Iteration 18 lambda =  -0.3930644 
## Iteration 19 lambda =  -0.3930671 
## Iteration 20 lambda =  -0.3930684 
## Iteration 21 lambda =  -0.3930691 
## Iteration 22 lambda =  -0.3930694 
## Iteration 23 lambda =  -0.3930696 
## Iteration 24 lambda =  -0.3930696 
## Iteration 1 lambda =  0.3002732 
## Iteration 2 lambda =  -0.04959027 
## Iteration 3 lambda =  -0.224522 
## Iteration 4 lambda =  -0.3119878 
## Iteration 5 lambda =  -0.3557208 
## Iteration 6 lambda =  -0.3775872 
## Iteration 7 lambda =  -0.3885205 
## Iteration 8 lambda =  -0.3939871 
## Iteration 9 lambda =  -0.3967204 
## Iteration 10 lambda =  -0.398087 
## Iteration 11 lambda =  -0.3987704 
## Iteration 12 lambda =  -0.399112 
## Iteration 13 lambda =  -0.3992829 
## Iteration 14 lambda =  -0.3993683 
## Iteration 15 lambda =  -0.399411 
## Iteration 16 lambda =  -0.3994323 
## Iteration 17 lambda =  -0.399443 
## Iteration 18 lambda =  -0.3994484 
## Iteration 19 lambda =  -0.399451 
## Iteration 20 lambda =  -0.3994524 
## Iteration 21 lambda =  -0.399453 
## Iteration 22 lambda =  -0.3994534 
## Iteration 23 lambda =  -0.3994535 
## Iteration 24 lambda =  -0.3994536 
## Iteration 1 lambda =  0.3393947 
## Iteration 2 lambda =  0.009092085 
## Iteration 3 lambda =  -0.1560592 
## Iteration 4 lambda =  -0.2386349 
## Iteration 5 lambda =  -0.2799227 
## Iteration 6 lambda =  -0.3005666 
## Iteration 7 lambda =  -0.3108886 
## Iteration 8 lambda =  -0.3160496 
## Iteration 9 lambda =  -0.3186301 
## Iteration 10 lambda =  -0.3199203 
## Iteration 11 lambda =  -0.3205654 
## Iteration 12 lambda =  -0.320888 
## Iteration 13 lambda =  -0.3210493 
## Iteration 14 lambda =  -0.3211299 
## Iteration 15 lambda =  -0.3211702 
## Iteration 16 lambda =  -0.3211904 
## Iteration 17 lambda =  -0.3212005 
## Iteration 18 lambda =  -0.3212055 
## Iteration 19 lambda =  -0.321208 
## Iteration 20 lambda =  -0.3212093 
## Iteration 21 lambda =  -0.3212099 
## Iteration 22 lambda =  -0.3212102 
## Iteration 23 lambda =  -0.3212104 
## Iteration 24 lambda =  -0.3212105 
## Iteration 1 lambda =  0.2840405 
## Iteration 2 lambda =  -0.07393922 
## Iteration 3 lambda =  -0.2529291 
## Iteration 4 lambda =  -0.342424 
## Iteration 5 lambda =  -0.3871715 
## Iteration 6 lambda =  -0.4095452 
## Iteration 7 lambda =  -0.4207321 
## Iteration 8 lambda =  -0.4263255 
## Iteration 9 lambda =  -0.4291222 
## Iteration 10 lambda =  -0.4305206 
## Iteration 11 lambda =  -0.4312198 
## Iteration 12 lambda =  -0.4315694 
## Iteration 13 lambda =  -0.4317442 
## Iteration 14 lambda =  -0.4318316 
## Iteration 15 lambda =  -0.4318753 
## Iteration 16 lambda =  -0.4318971 
## Iteration 17 lambda =  -0.431908 
## Iteration 18 lambda =  -0.4319135 
## Iteration 19 lambda =  -0.4319162 
## Iteration 20 lambda =  -0.4319176 
## Iteration 21 lambda =  -0.4319183 
## Iteration 22 lambda =  -0.4319186 
## Iteration 23 lambda =  -0.4319188 
## Iteration 24 lambda =  -0.4319189 
## Iteration 1 lambda =  0.3440891 
## Iteration 2 lambda =  0.01613371 
## Iteration 3 lambda =  -0.147844 
## Iteration 4 lambda =  -0.2298329 
## Iteration 5 lambda =  -0.2708273 
## Iteration 6 lambda =  -0.2913245 
## Iteration 7 lambda =  -0.3015731 
## Iteration 8 lambda =  -0.3066974 
## Iteration 9 lambda =  -0.3092596 
## Iteration 10 lambda =  -0.3105406 
## Iteration 11 lambda =  -0.3111812 
## Iteration 12 lambda =  -0.3115014 
## Iteration 13 lambda =  -0.3116616 
## Iteration 14 lambda =  -0.3117416 
## Iteration 15 lambda =  -0.3117817 
## Iteration 16 lambda =  -0.3118017 
## Iteration 17 lambda =  -0.3118117 
## Iteration 18 lambda =  -0.3118167 
## Iteration 19 lambda =  -0.3118192 
## Iteration 20 lambda =  -0.3118205 
## Iteration 21 lambda =  -0.3118211 
## Iteration 22 lambda =  -0.3118214 
## Iteration 23 lambda =  -0.3118216 
## Iteration 24 lambda =  -0.3118216 
## Iteration 1 lambda =  0.3287056 
## Iteration 2 lambda =  -0.006941573 
## Iteration 3 lambda =  -0.1747652 
## Iteration 4 lambda =  -0.258677 
## Iteration 5 lambda =  -0.3006329 
## Iteration 6 lambda =  -0.3216108 
## Iteration 7 lambda =  -0.3320998 
## Iteration 8 lambda =  -0.3373443 
## Iteration 9 lambda =  -0.3399665 
## Iteration 10 lambda =  -0.3412776 
## Iteration 11 lambda =  -0.3419332 
## Iteration 12 lambda =  -0.342261 
## Iteration 13 lambda =  -0.3424249 
## Iteration 14 lambda =  -0.3425068 
## Iteration 15 lambda =  -0.3425478 
## Iteration 16 lambda =  -0.3425683 
## Iteration 17 lambda =  -0.3425785 
## Iteration 18 lambda =  -0.3425836 
## Iteration 19 lambda =  -0.3425862 
## Iteration 20 lambda =  -0.3425875 
## Iteration 21 lambda =  -0.3425881 
## Iteration 22 lambda =  -0.3425884 
## Iteration 23 lambda =  -0.3425886 
## Iteration 24 lambda =  -0.3425887 
## Iteration 1 lambda =  0.2829462 
## Iteration 2 lambda =  -0.07558067 
## Iteration 3 lambda =  -0.2548441 
## Iteration 4 lambda =  -0.3444758 
## Iteration 5 lambda =  -0.3892917 
## Iteration 6 lambda =  -0.4116996 
## Iteration 7 lambda =  -0.4229036 
## Iteration 8 lambda =  -0.4285056 
## Iteration 9 lambda =  -0.4313066 
## Iteration 10 lambda =  -0.4327071 
## Iteration 11 lambda =  -0.4334073 
## Iteration 12 lambda =  -0.4337574 
## Iteration 13 lambda =  -0.4339325 
## Iteration 14 lambda =  -0.43402 
## Iteration 15 lambda =  -0.4340638 
## Iteration 16 lambda =  -0.4340857 
## Iteration 17 lambda =  -0.4340966 
## Iteration 18 lambda =  -0.4341021 
## Iteration 19 lambda =  -0.4341048 
## Iteration 20 lambda =  -0.4341062 
## Iteration 21 lambda =  -0.4341069 
## Iteration 22 lambda =  -0.4341072 
## Iteration 23 lambda =  -0.4341074 
## Iteration 24 lambda =  -0.4341075 
## Iteration 1 lambda =  0.2871007 
## Iteration 2 lambda =  -0.06934894 
## Iteration 3 lambda =  -0.2475738 
## Iteration 4 lambda =  -0.3366862 
## Iteration 5 lambda =  -0.3812424 
## Iteration 6 lambda =  -0.4035205 
## Iteration 7 lambda =  -0.4146595 
## Iteration 8 lambda =  -0.4202291 
## Iteration 9 lambda =  -0.4230138 
## Iteration 10 lambda =  -0.4244062 
## Iteration 11 lambda =  -0.4251024 
## Iteration 12 lambda =  -0.4254505 
## Iteration 13 lambda =  -0.4256245 
## Iteration 14 lambda =  -0.4257116 
## Iteration 15 lambda =  -0.4257551 
## Iteration 16 lambda =  -0.4257768 
## Iteration 17 lambda =  -0.4257877 
## Iteration 18 lambda =  -0.4257932 
## Iteration 19 lambda =  -0.4257959 
## Iteration 20 lambda =  -0.4257972 
## Iteration 21 lambda =  -0.4257979 
## Iteration 22 lambda =  -0.4257983 
## Iteration 23 lambda =  -0.4257984 
## Iteration 24 lambda =  -0.4257985 
## Iteration 1 lambda =  0.3497731 
## Iteration 2 lambda =  0.0246597 
## Iteration 3 lambda =  -0.137897 
## Iteration 4 lambda =  -0.2191754 
## Iteration 5 lambda =  -0.2598145 
## Iteration 6 lambda =  -0.2801341 
## Iteration 7 lambda =  -0.2902939 
## Iteration 8 lambda =  -0.2953738 
## Iteration 9 lambda =  -0.2979138 
## Iteration 10 lambda =  -0.2991838 
## Iteration 11 lambda =  -0.2998187 
## Iteration 12 lambda =  -0.3001362 
## Iteration 13 lambda =  -0.300295 
## Iteration 14 lambda =  -0.3003744 
## Iteration 15 lambda =  -0.300414 
## Iteration 16 lambda =  -0.3004339 
## Iteration 17 lambda =  -0.3004438 
## Iteration 18 lambda =  -0.3004488 
## Iteration 19 lambda =  -0.3004512 
## Iteration 20 lambda =  -0.3004525 
## Iteration 21 lambda =  -0.3004531 
## Iteration 22 lambda =  -0.3004534 
## Iteration 23 lambda =  -0.3004536 
## Iteration 24 lambda =  -0.3004537 
## Iteration 1 lambda =  0.3292495 
## Iteration 2 lambda =  -0.006125683 
## Iteration 3 lambda =  -0.1738133 
## Iteration 4 lambda =  -0.2576571 
## Iteration 5 lambda =  -0.299579 
## Iteration 6 lambda =  -0.32054 
## Iteration 7 lambda =  -0.3310204 
## Iteration 8 lambda =  -0.3362607 
## Iteration 9 lambda =  -0.3388808 
## Iteration 10 lambda =  -0.3401909 
## Iteration 11 lambda =  -0.3408459 
## Iteration 12 lambda =  -0.3411734 
## Iteration 13 lambda =  -0.3413372 
## Iteration 14 lambda =  -0.341419 
## Iteration 15 lambda =  -0.34146 
## Iteration 16 lambda =  -0.3414804 
## Iteration 17 lambda =  -0.3414907 
## Iteration 18 lambda =  -0.3414958 
## Iteration 19 lambda =  -0.3414984 
## Iteration 20 lambda =  -0.3414996 
## Iteration 21 lambda =  -0.3415003 
## Iteration 22 lambda =  -0.3415006 
## Iteration 23 lambda =  -0.3415008 
## Iteration 24 lambda =  -0.3415008 
## Iteration 1 lambda =  0.2853836 
## Iteration 2 lambda =  -0.07192462 
## Iteration 3 lambda =  -0.2505787 
## Iteration 4 lambda =  -0.3399058 
## Iteration 5 lambda =  -0.3845693 
## Iteration 6 lambda =  -0.4069011 
## Iteration 7 lambda =  -0.4180669 
## Iteration 8 lambda =  -0.4236499 
## Iteration 9 lambda =  -0.4264414 
## Iteration 10 lambda =  -0.4278371 
## Iteration 11 lambda =  -0.428535 
## Iteration 12 lambda =  -0.4288839 
## Iteration 13 lambda =  -0.4290584 
## Iteration 14 lambda =  -0.4291456 
## Iteration 15 lambda =  -0.4291892 
## Iteration 16 lambda =  -0.429211 
## Iteration 17 lambda =  -0.4292219 
## Iteration 18 lambda =  -0.4292274 
## Iteration 19 lambda =  -0.4292301 
## Iteration 20 lambda =  -0.4292315 
## Iteration 21 lambda =  -0.4292321 
## Iteration 22 lambda =  -0.4292325 
## Iteration 23 lambda =  -0.4292327 
## Iteration 24 lambda =  -0.4292327 
## Iteration 1 lambda =  0.3484596 
## Iteration 2 lambda =  0.02268934 
## Iteration 3 lambda =  -0.1401958 
## Iteration 4 lambda =  -0.2216383 
## Iteration 5 lambda =  -0.2623596 
## Iteration 6 lambda =  -0.2827202 
## Iteration 7 lambda =  -0.2929006 
## Iteration 8 lambda =  -0.2979907 
## Iteration 9 lambda =  -0.3005358 
## Iteration 10 lambda =  -0.3018083 
## Iteration 11 lambda =  -0.3024446 
## Iteration 12 lambda =  -0.3027627 
## Iteration 13 lambda =  -0.3029218 
## Iteration 14 lambda =  -0.3030013 
## Iteration 15 lambda =  -0.3030411 
## Iteration 16 lambda =  -0.303061 
## Iteration 17 lambda =  -0.3030709 
## Iteration 18 lambda =  -0.3030759 
## Iteration 19 lambda =  -0.3030784 
## Iteration 20 lambda =  -0.3030796 
## Iteration 21 lambda =  -0.3030803 
## Iteration 22 lambda =  -0.3030806 
## Iteration 23 lambda =  -0.3030807 
## Iteration 24 lambda =  -0.3030808 
## Iteration 1 lambda =  0.2652047 
## Iteration 2 lambda =  -0.102193 
## Iteration 3 lambda =  -0.2858918 
## Iteration 4 lambda =  -0.3777413 
## Iteration 5 lambda =  -0.423666 
## Iteration 6 lambda =  -0.4466283 
## Iteration 7 lambda =  -0.4581095 
## Iteration 8 lambda =  -0.4638501 
## Iteration 9 lambda =  -0.4667204 
## Iteration 10 lambda =  -0.4681555 
## Iteration 11 lambda =  -0.4688731 
## Iteration 12 lambda =  -0.4692319 
## Iteration 13 lambda =  -0.4694113 
## Iteration 14 lambda =  -0.469501 
## Iteration 15 lambda =  -0.4695458 
## Iteration 16 lambda =  -0.4695682 
## Iteration 17 lambda =  -0.4695795 
## Iteration 18 lambda =  -0.4695851 
## Iteration 19 lambda =  -0.4695879 
## Iteration 20 lambda =  -0.4695893 
## Iteration 21 lambda =  -0.46959 
## Iteration 22 lambda =  -0.4695903 
## Iteration 23 lambda =  -0.4695905 
## Iteration 24 lambda =  -0.4695906 
## Iteration 1 lambda =  0.2644587 
## Iteration 2 lambda =  -0.103312 
## Iteration 3 lambda =  -0.2871973 
## Iteration 4 lambda =  -0.3791399 
## Iteration 5 lambda =  -0.4251113 
## Iteration 6 lambda =  -0.4480969 
## Iteration 7 lambda =  -0.4595898 
## Iteration 8 lambda =  -0.4653362 
## Iteration 9 lambda =  -0.4682094 
## Iteration 10 lambda =  -0.469646 
## Iteration 11 lambda =  -0.4703643 
## Iteration 12 lambda =  -0.4707234 
## Iteration 13 lambda =  -0.470903 
## Iteration 14 lambda =  -0.4709928 
## Iteration 15 lambda =  -0.4710377 
## Iteration 16 lambda =  -0.4710602 
## Iteration 17 lambda =  -0.4710714 
## Iteration 18 lambda =  -0.471077 
## Iteration 19 lambda =  -0.4710798 
## Iteration 20 lambda =  -0.4710812 
## Iteration 21 lambda =  -0.4710819 
## Iteration 22 lambda =  -0.4710823 
## Iteration 23 lambda =  -0.4710824 
## Iteration 24 lambda =  -0.4710825 
## Iteration 1 lambda =  0.3091123 
## Iteration 2 lambda =  -0.03633154 
## Iteration 3 lambda =  -0.2090535 
## Iteration 4 lambda =  -0.2954144 
## Iteration 5 lambda =  -0.3385949 
## Iteration 6 lambda =  -0.3601851 
## Iteration 7 lambda =  -0.3709803 
## Iteration 8 lambda =  -0.3763778 
## Iteration 9 lambda =  -0.3790766 
## Iteration 10 lambda =  -0.380426 
## Iteration 11 lambda =  -0.3811007 
## Iteration 12 lambda =  -0.381438 
## Iteration 13 lambda =  -0.3816067 
## Iteration 14 lambda =  -0.381691 
## Iteration 15 lambda =  -0.3817332 
## Iteration 16 lambda =  -0.3817543 
## Iteration 17 lambda =  -0.3817648 
## Iteration 18 lambda =  -0.3817701 
## Iteration 19 lambda =  -0.3817727 
## Iteration 20 lambda =  -0.3817741 
## Iteration 21 lambda =  -0.3817747 
## Iteration 22 lambda =  -0.3817751 
## Iteration 23 lambda =  -0.3817752 
## Iteration 24 lambda =  -0.3817753 
## Iteration 1 lambda =  0.3392006 
## Iteration 2 lambda =  0.008800856 
## Iteration 3 lambda =  -0.156399 
## Iteration 4 lambda =  -0.2389989 
## Iteration 5 lambda =  -0.2802989 
## Iteration 6 lambda =  -0.3009489 
## Iteration 7 lambda =  -0.3112739 
## Iteration 8 lambda =  -0.3164364 
## Iteration 9 lambda =  -0.3190176 
## Iteration 10 lambda =  -0.3203082 
## Iteration 11 lambda =  -0.3209535 
## Iteration 12 lambda =  -0.3212762 
## Iteration 13 lambda =  -0.3214375 
## Iteration 14 lambda =  -0.3215182 
## Iteration 15 lambda =  -0.3215585 
## Iteration 16 lambda =  -0.3215787 
## Iteration 17 lambda =  -0.3215888 
## Iteration 18 lambda =  -0.3215938 
## Iteration 19 lambda =  -0.3215963 
## Iteration 20 lambda =  -0.3215976 
## Iteration 21 lambda =  -0.3215982 
## Iteration 22 lambda =  -0.3215985 
## Iteration 23 lambda =  -0.3215987 
## Iteration 24 lambda =  -0.3215988 
## Iteration 1 lambda =  0.2751709 
## Iteration 2 lambda =  -0.08724372 
## Iteration 3 lambda =  -0.268451 
## Iteration 4 lambda =  -0.3590546 
## Iteration 5 lambda =  -0.4043565 
## Iteration 6 lambda =  -0.4270074 
## Iteration 7 lambda =  -0.4383328 
## Iteration 8 lambda =  -0.4439956 
## Iteration 9 lambda =  -0.4468269 
## Iteration 10 lambda =  -0.4482426 
## Iteration 11 lambda =  -0.4489505 
## Iteration 12 lambda =  -0.4493044 
## Iteration 13 lambda =  -0.4494813 
## Iteration 14 lambda =  -0.4495698 
## Iteration 15 lambda =  -0.4496141 
## Iteration 16 lambda =  -0.4496362 
## Iteration 17 lambda =  -0.4496472 
## Iteration 18 lambda =  -0.4496528 
## Iteration 19 lambda =  -0.4496555 
## Iteration 20 lambda =  -0.4496569 
## Iteration 21 lambda =  -0.4496576 
## Iteration 22 lambda =  -0.4496579 
## Iteration 23 lambda =  -0.4496581 
## Iteration 24 lambda =  -0.4496582 
## Iteration 1 lambda =  0.2788444 
## Iteration 2 lambda =  -0.0817334 
## Iteration 3 lambda =  -0.2620223 
## Iteration 4 lambda =  -0.3521668 
## Iteration 5 lambda =  -0.397239 
## Iteration 6 lambda =  -0.4197751 
## Iteration 7 lambda =  -0.4310431 
## Iteration 8 lambda =  -0.4366772 
## Iteration 9 lambda =  -0.4394942 
## Iteration 10 lambda =  -0.4409027 
## Iteration 11 lambda =  -0.441607 
## Iteration 12 lambda =  -0.4419591 
## Iteration 13 lambda =  -0.4421351 
## Iteration 14 lambda =  -0.4422232 
## Iteration 15 lambda =  -0.4422672 
## Iteration 16 lambda =  -0.4422892 
## Iteration 17 lambda =  -0.4423002 
## Iteration 18 lambda =  -0.4423057 
## Iteration 19 lambda =  -0.4423085 
## Iteration 20 lambda =  -0.4423098 
## Iteration 21 lambda =  -0.4423105 
## Iteration 22 lambda =  -0.4423109 
## Iteration 23 lambda =  -0.442311 
## Iteration 24 lambda =  -0.4423111 
## Iteration 1 lambda =  0.2719256 
## Iteration 2 lambda =  -0.09211164 
## Iteration 3 lambda =  -0.2741303 
## Iteration 4 lambda =  -0.3651396 
## Iteration 5 lambda =  -0.4106442 
## Iteration 6 lambda =  -0.4333965 
## Iteration 7 lambda =  -0.4447727 
## Iteration 8 lambda =  -0.4504608 
## Iteration 9 lambda =  -0.4533048 
## Iteration 10 lambda =  -0.4547268 
## Iteration 11 lambda =  -0.4554378 
## Iteration 12 lambda =  -0.4557934 
## Iteration 13 lambda =  -0.4559711 
## Iteration 14 lambda =  -0.45606 
## Iteration 15 lambda =  -0.4561044 
## Iteration 16 lambda =  -0.4561266 
## Iteration 17 lambda =  -0.4561377 
## Iteration 18 lambda =  -0.4561433 
## Iteration 19 lambda =  -0.4561461 
## Iteration 20 lambda =  -0.4561475 
## Iteration 21 lambda =  -0.4561482 
## Iteration 22 lambda =  -0.4561485 
## Iteration 23 lambda =  -0.4561487 
## Iteration 24 lambda =  -0.4561488 
## Iteration 1 lambda =  0.3826598 
## Iteration 2 lambda =  0.07398963 
## Iteration 3 lambda =  -0.08034544 
## Iteration 4 lambda =  -0.157513 
## Iteration 5 lambda =  -0.1960967 
## Iteration 6 lambda =  -0.2153886 
## Iteration 7 lambda =  -0.2250346 
## Iteration 8 lambda =  -0.2298575 
## Iteration 9 lambda =  -0.232269 
## Iteration 10 lambda =  -0.2334748 
## Iteration 11 lambda =  -0.2340776 
## Iteration 12 lambda =  -0.2343791 
## Iteration 13 lambda =  -0.2345298 
## Iteration 14 lambda =  -0.2346051 
## Iteration 15 lambda =  -0.2346428 
## Iteration 16 lambda =  -0.2346617 
## Iteration 17 lambda =  -0.2346711 
## Iteration 18 lambda =  -0.2346758 
## Iteration 19 lambda =  -0.2346781 
## Iteration 20 lambda =  -0.2346793 
## Iteration 21 lambda =  -0.2346799 
## Iteration 22 lambda =  -0.2346802 
## Iteration 23 lambda =  -0.2346804 
## Iteration 24 lambda =  -0.2346804 
## Iteration 1 lambda =  0.3174602 
## Iteration 2 lambda =  -0.0238097 
## Iteration 3 lambda =  -0.1944446 
## Iteration 4 lambda =  -0.2797621 
## Iteration 5 lambda =  -0.3224209 
## Iteration 6 lambda =  -0.3437502 
## Iteration 7 lambda =  -0.3544149 
## Iteration 8 lambda =  -0.3597473 
## Iteration 9 lambda =  -0.3624134 
## Iteration 10 lambda =  -0.3637465 
## Iteration 11 lambda =  -0.3644131 
## Iteration 12 lambda =  -0.3647463 
## Iteration 13 lambda =  -0.364913 
## Iteration 14 lambda =  -0.3649963 
## Iteration 15 lambda =  -0.3650379 
## Iteration 16 lambda =  -0.3650588 
## Iteration 17 lambda =  -0.3650692 
## Iteration 18 lambda =  -0.3650744 
## Iteration 19 lambda =  -0.365077 
## Iteration 20 lambda =  -0.3650783 
## Iteration 21 lambda =  -0.3650789 
## Iteration 22 lambda =  -0.3650793 
## Iteration 23 lambda =  -0.3650794 
## Iteration 24 lambda =  -0.3650795 
## Iteration 1 lambda =  0.2845609 
## Iteration 2 lambda =  -0.07315866 
## Iteration 3 lambda =  -0.2520184 
## Iteration 4 lambda =  -0.3414483 
## Iteration 5 lambda =  -0.3861633 
## Iteration 6 lambda =  -0.4085207 
## Iteration 7 lambda =  -0.4196995 
## Iteration 8 lambda =  -0.4252888 
## Iteration 9 lambda =  -0.4280835 
## Iteration 10 lambda =  -0.4294809 
## Iteration 11 lambda =  -0.4301795 
## Iteration 12 lambda =  -0.4305289 
## Iteration 13 lambda =  -0.4307035 
## Iteration 14 lambda =  -0.4307909 
## Iteration 15 lambda =  -0.4308345 
## Iteration 16 lambda =  -0.4308564 
## Iteration 17 lambda =  -0.4308673 
## Iteration 18 lambda =  -0.4308727 
## Iteration 19 lambda =  -0.4308755 
## Iteration 20 lambda =  -0.4308768 
## Iteration 21 lambda =  -0.4308775 
## Iteration 22 lambda =  -0.4308779 
## Iteration 23 lambda =  -0.430878 
## Iteration 24 lambda =  -0.4308781 
## Iteration 1 lambda =  0.3374259 
## Iteration 2 lambda =  0.006138834 
## Iteration 3 lambda =  -0.1595047 
## Iteration 4 lambda =  -0.2423265 
## Iteration 5 lambda =  -0.2837373 
## Iteration 6 lambda =  -0.3044428 
## Iteration 7 lambda =  -0.3147955 
## Iteration 8 lambda =  -0.3199719 
## Iteration 9 lambda =  -0.32256 
## Iteration 10 lambda =  -0.3238541 
## Iteration 11 lambda =  -0.3245012 
## Iteration 12 lambda =  -0.3248247 
## Iteration 13 lambda =  -0.3249865 
## Iteration 14 lambda =  -0.3250673 
## Iteration 15 lambda =  -0.3251078 
## Iteration 16 lambda =  -0.325128 
## Iteration 17 lambda =  -0.3251381 
## Iteration 18 lambda =  -0.3251432 
## Iteration 19 lambda =  -0.3251457 
## Iteration 20 lambda =  -0.325147 
## Iteration 21 lambda =  -0.3251476 
## Iteration 22 lambda =  -0.3251479 
## Iteration 23 lambda =  -0.3251481 
## Iteration 24 lambda =  -0.3251481 
## Iteration 1 lambda =  0.3216487 
## Iteration 2 lambda =  -0.01752696 
## Iteration 3 lambda =  -0.1871148 
## Iteration 4 lambda =  -0.2719087 
## Iteration 5 lambda =  -0.3143057 
## Iteration 6 lambda =  -0.3355041 
## Iteration 7 lambda =  -0.3461034 
## Iteration 8 lambda =  -0.351403 
## Iteration 9 lambda =  -0.3540528 
## Iteration 10 lambda =  -0.3553777 
## Iteration 11 lambda =  -0.3560402 
## Iteration 12 lambda =  -0.3563714 
## Iteration 13 lambda =  -0.356537 
## Iteration 14 lambda =  -0.3566198 
## Iteration 15 lambda =  -0.3566612 
## Iteration 16 lambda =  -0.3566819 
## Iteration 17 lambda =  -0.3566923 
## Iteration 18 lambda =  -0.3566974 
## Iteration 19 lambda =  -0.3567 
## Iteration 20 lambda =  -0.3567013 
## Iteration 21 lambda =  -0.356702 
## Iteration 22 lambda =  -0.3567023 
## Iteration 23 lambda =  -0.3567025 
## Iteration 24 lambda =  -0.3567025 
## Iteration 1 lambda =  0.2960678 
## Iteration 2 lambda =  -0.05589824 
## Iteration 3 lambda =  -0.2318813 
## Iteration 4 lambda =  -0.3198728 
## Iteration 5 lambda =  -0.3638686 
## Iteration 6 lambda =  -0.3858664 
## Iteration 7 lambda =  -0.3968654 
## Iteration 8 lambda =  -0.4023649 
## Iteration 9 lambda =  -0.4051146 
## Iteration 10 lambda =  -0.4064895 
## Iteration 11 lambda =  -0.4071769 
## Iteration 12 lambda =  -0.4075206 
## Iteration 13 lambda =  -0.4076925 
## Iteration 14 lambda =  -0.4077784 
## Iteration 15 lambda =  -0.4078214 
## Iteration 16 lambda =  -0.4078428 
## Iteration 17 lambda =  -0.4078536 
## Iteration 18 lambda =  -0.407859 
## Iteration 19 lambda =  -0.4078616 
## Iteration 20 lambda =  -0.407863 
## Iteration 21 lambda =  -0.4078637 
## Iteration 22 lambda =  -0.407864 
## Iteration 23 lambda =  -0.4078642 
## Iteration 24 lambda =  -0.4078642 
## Iteration 1 lambda =  0.2977258 
## Iteration 2 lambda =  -0.05341136 
## Iteration 3 lambda =  -0.2289799 
## Iteration 4 lambda =  -0.3167642 
## Iteration 5 lambda =  -0.3606563 
## Iteration 6 lambda =  -0.3826024 
## Iteration 7 lambda =  -0.3935754 
## Iteration 8 lambda =  -0.399062 
## Iteration 9 lambda =  -0.4018052 
## Iteration 10 lambda =  -0.4031769 
## Iteration 11 lambda =  -0.4038627 
## Iteration 12 lambda =  -0.4042056 
## Iteration 13 lambda =  -0.404377 
## Iteration 14 lambda =  -0.4044628 
## Iteration 15 lambda =  -0.4045056 
## Iteration 16 lambda =  -0.404527 
## Iteration 17 lambda =  -0.4045378 
## Iteration 18 lambda =  -0.4045431 
## Iteration 19 lambda =  -0.4045458 
## Iteration 20 lambda =  -0.4045471 
## Iteration 21 lambda =  -0.4045478 
## Iteration 22 lambda =  -0.4045481 
## Iteration 23 lambda =  -0.4045483 
## Iteration 24 lambda =  -0.4045484 
## Iteration 1 lambda =  0.3179423 
## Iteration 2 lambda =  -0.02308653 
## Iteration 3 lambda =  -0.193601 
## Iteration 4 lambda =  -0.2788582 
## Iteration 5 lambda =  -0.3214868 
## Iteration 6 lambda =  -0.3428011 
## Iteration 7 lambda =  -0.3534582 
## Iteration 8 lambda =  -0.3587868 
## Iteration 9 lambda =  -0.3614511 
## Iteration 10 lambda =  -0.3627832 
## Iteration 11 lambda =  -0.3634493 
## Iteration 12 lambda =  -0.3637823 
## Iteration 13 lambda =  -0.3639489 
## Iteration 14 lambda =  -0.3640321 
## Iteration 15 lambda =  -0.3640737 
## Iteration 16 lambda =  -0.3640946 
## Iteration 17 lambda =  -0.364105 
## Iteration 18 lambda =  -0.3641102 
## Iteration 19 lambda =  -0.3641128 
## Iteration 20 lambda =  -0.3641141 
## Iteration 21 lambda =  -0.3641147 
## Iteration 22 lambda =  -0.364115 
## Iteration 23 lambda =  -0.3641152 
## Iteration 24 lambda =  -0.3641153 
## Iteration 1 lambda =  0.2140854 
## Iteration 2 lambda =  -0.1788719 
## Iteration 3 lambda =  -0.3753505 
## Iteration 4 lambda =  -0.4735899 
## Iteration 5 lambda =  -0.5227095 
## Iteration 6 lambda =  -0.5472694 
## Iteration 7 lambda =  -0.5595493 
## Iteration 8 lambda =  -0.5656892 
## Iteration 9 lambda =  -0.5687592 
## Iteration 10 lambda =  -0.5702942 
## Iteration 11 lambda =  -0.5710617 
## Iteration 12 lambda =  -0.5714454 
## Iteration 13 lambda =  -0.5716373 
## Iteration 14 lambda =  -0.5717332 
## Iteration 15 lambda =  -0.5717812 
## Iteration 16 lambda =  -0.5718052 
## Iteration 17 lambda =  -0.5718172 
## Iteration 18 lambda =  -0.5718232 
## Iteration 19 lambda =  -0.5718262 
## Iteration 20 lambda =  -0.5718277 
## Iteration 21 lambda =  -0.5718284 
## Iteration 22 lambda =  -0.5718288 
## Iteration 23 lambda =  -0.571829 
## Iteration 24 lambda =  -0.5718291 
## Iteration 1 lambda =  0.3508753 
## Iteration 2 lambda =  0.02631288 
## Iteration 3 lambda =  -0.1359683 
## Iteration 4 lambda =  -0.2171089 
## Iteration 5 lambda =  -0.2576792 
## Iteration 6 lambda =  -0.2779644 
## Iteration 7 lambda =  -0.2881069 
## Iteration 8 lambda =  -0.2931782 
## Iteration 9 lambda =  -0.2957139 
## Iteration 10 lambda =  -0.2969817 
## Iteration 11 lambda =  -0.2976156 
## Iteration 12 lambda =  -0.2979325 
## Iteration 13 lambda =  -0.298091 
## Iteration 14 lambda =  -0.2981703 
## Iteration 15 lambda =  -0.2982099 
## Iteration 16 lambda =  -0.2982297 
## Iteration 17 lambda =  -0.2982396 
## Iteration 18 lambda =  -0.2982445 
## Iteration 19 lambda =  -0.298247 
## Iteration 20 lambda =  -0.2982483 
## Iteration 21 lambda =  -0.2982489 
## Iteration 22 lambda =  -0.2982492 
## Iteration 23 lambda =  -0.2982493 
## Iteration 24 lambda =  -0.2982494 
## Iteration 1 lambda =  0.2606607 
## Iteration 2 lambda =  -0.109009 
## Iteration 3 lambda =  -0.2938438 
## Iteration 4 lambda =  -0.3862612 
## Iteration 5 lambda =  -0.4324699 
## Iteration 6 lambda =  -0.4555743 
## Iteration 7 lambda =  -0.4671265 
## Iteration 8 lambda =  -0.4729025 
## Iteration 9 lambda =  -0.4757906 
## Iteration 10 lambda =  -0.4772346 
## Iteration 11 lambda =  -0.4779566 
## Iteration 12 lambda =  -0.4783176 
## Iteration 13 lambda =  -0.4784981 
## Iteration 14 lambda =  -0.4785884 
## Iteration 15 lambda =  -0.4786335 
## Iteration 16 lambda =  -0.4786561 
## Iteration 17 lambda =  -0.4786673 
## Iteration 18 lambda =  -0.478673 
## Iteration 19 lambda =  -0.4786758 
## Iteration 20 lambda =  -0.4786772 
## Iteration 21 lambda =  -0.4786779 
## Iteration 22 lambda =  -0.4786783 
## Iteration 23 lambda =  -0.4786785 
## Iteration 24 lambda =  -0.4786785 
## Iteration 1 lambda =  0.2644772 
## Iteration 2 lambda =  -0.1032842 
## Iteration 3 lambda =  -0.2871649 
## Iteration 4 lambda =  -0.3791052 
## Iteration 5 lambda =  -0.4250754 
## Iteration 6 lambda =  -0.4480605 
## Iteration 7 lambda =  -0.459553 
## Iteration 8 lambda =  -0.4652993 
## Iteration 9 lambda =  -0.4681724 
## Iteration 10 lambda =  -0.469609 
## Iteration 11 lambda =  -0.4703273 
## Iteration 12 lambda =  -0.4706864 
## Iteration 13 lambda =  -0.470866 
## Iteration 14 lambda =  -0.4709558 
## Iteration 15 lambda =  -0.4710007 
## Iteration 16 lambda =  -0.4710231 
## Iteration 17 lambda =  -0.4710344 
## Iteration 18 lambda =  -0.47104 
## Iteration 19 lambda =  -0.4710428 
## Iteration 20 lambda =  -0.4710442 
## Iteration 21 lambda =  -0.4710449 
## Iteration 22 lambda =  -0.4710452 
## Iteration 23 lambda =  -0.4710454 
## Iteration 24 lambda =  -0.4710455 
## Iteration 1 lambda =  0.3371963 
## Iteration 2 lambda =  0.005794517 
## Iteration 3 lambda =  -0.1599064 
## Iteration 4 lambda =  -0.2427569 
## Iteration 5 lambda =  -0.2841821 
## Iteration 6 lambda =  -0.3048947 
## Iteration 7 lambda =  -0.315251 
## Iteration 8 lambda =  -0.3204292 
## Iteration 9 lambda =  -0.3230182 
## Iteration 10 lambda =  -0.3243128 
## Iteration 11 lambda =  -0.32496 
## Iteration 12 lambda =  -0.3252837 
## Iteration 13 lambda =  -0.3254455 
## Iteration 14 lambda =  -0.3255264 
## Iteration 15 lambda =  -0.3255669 
## Iteration 16 lambda =  -0.3255871 
## Iteration 17 lambda =  -0.3255972 
## Iteration 18 lambda =  -0.3256023 
## Iteration 19 lambda =  -0.3256048 
## Iteration 20 lambda =  -0.325606 
## Iteration 21 lambda =  -0.3256067 
## Iteration 22 lambda =  -0.325607 
## Iteration 23 lambda =  -0.3256072 
## Iteration 24 lambda =  -0.3256072 
## Iteration 1 lambda =  0.3006625 
## Iteration 2 lambda =  -0.04900622 
## Iteration 3 lambda =  -0.2238406 
## Iteration 4 lambda =  -0.3112578 
## Iteration 5 lambda =  -0.3549664 
## Iteration 6 lambda =  -0.3768207 
## Iteration 7 lambda =  -0.3877478 
## Iteration 8 lambda =  -0.3932114 
## Iteration 9 lambda =  -0.3959432 
## Iteration 10 lambda =  -0.3973091 
## Iteration 11 lambda =  -0.397992 
## Iteration 12 lambda =  -0.3983335 
## Iteration 13 lambda =  -0.3985042 
## Iteration 14 lambda =  -0.3985896 
## Iteration 15 lambda =  -0.3986323 
## Iteration 16 lambda =  -0.3986536 
## Iteration 17 lambda =  -0.3986643 
## Iteration 18 lambda =  -0.3986696 
## Iteration 19 lambda =  -0.3986723 
## Iteration 20 lambda =  -0.3986736 
## Iteration 21 lambda =  -0.3986743 
## Iteration 22 lambda =  -0.3986746 
## Iteration 23 lambda =  -0.3986748 
## Iteration 24 lambda =  -0.3986749 
## Iteration 1 lambda =  0.2772171 
## Iteration 2 lambda =  -0.08417434 
## Iteration 3 lambda =  -0.2648701 
## Iteration 4 lambda =  -0.3552179 
## Iteration 5 lambda =  -0.4003919 
## Iteration 6 lambda =  -0.4229788 
## Iteration 7 lambda =  -0.4342723 
## Iteration 8 lambda =  -0.439919 
## Iteration 9 lambda =  -0.4427424 
## Iteration 10 lambda =  -0.4441541 
## Iteration 11 lambda =  -0.4448599 
## Iteration 12 lambda =  -0.4452129 
## Iteration 13 lambda =  -0.4453893 
## Iteration 14 lambda =  -0.4454776 
## Iteration 15 lambda =  -0.4455217 
## Iteration 16 lambda =  -0.4455437 
## Iteration 17 lambda =  -0.4455548 
## Iteration 18 lambda =  -0.4455603 
## Iteration 19 lambda =  -0.445563 
## Iteration 20 lambda =  -0.4455644 
## Iteration 21 lambda =  -0.4455651 
## Iteration 22 lambda =  -0.4455654 
## Iteration 23 lambda =  -0.4455656 
## Iteration 24 lambda =  -0.4455657 
## Iteration 1 lambda =  0.3200133 
## Iteration 2 lambda =  -0.01998002 
## Iteration 3 lambda =  -0.1899767 
## Iteration 4 lambda =  -0.274975 
## Iteration 5 lambda =  -0.3174742 
## Iteration 6 lambda =  -0.3387238 
## Iteration 7 lambda =  -0.3493486 
## Iteration 8 lambda =  -0.354661 
## Iteration 9 lambda =  -0.3573172 
## Iteration 10 lambda =  -0.3586453 
## Iteration 11 lambda =  -0.3593093 
## Iteration 12 lambda =  -0.3596413 
## Iteration 13 lambda =  -0.3598073 
## Iteration 14 lambda =  -0.3598904 
## Iteration 15 lambda =  -0.3599319 
## Iteration 16 lambda =  -0.3599526 
## Iteration 17 lambda =  -0.359963 
## Iteration 18 lambda =  -0.3599682 
## Iteration 19 lambda =  -0.3599708 
## Iteration 20 lambda =  -0.3599721 
## Iteration 21 lambda =  -0.3599727 
## Iteration 22 lambda =  -0.359973 
## Iteration 23 lambda =  -0.3599732 
## Iteration 24 lambda =  -0.3599733 
## Iteration 1 lambda =  0.3619316 
## Iteration 2 lambda =  0.04289742 
## Iteration 3 lambda =  -0.1166197 
## Iteration 4 lambda =  -0.1963782 
## Iteration 5 lambda =  -0.2362575 
## Iteration 6 lambda =  -0.2561971 
## Iteration 7 lambda =  -0.266167 
## Iteration 8 lambda =  -0.2711519 
## Iteration 9 lambda =  -0.2736443 
## Iteration 10 lambda =  -0.2748905 
## Iteration 11 lambda =  -0.2755137 
## Iteration 12 lambda =  -0.2758252 
## Iteration 13 lambda =  -0.275981 
## Iteration 14 lambda =  -0.2760589 
## Iteration 15 lambda =  -0.2760978 
## Iteration 16 lambda =  -0.2761173 
## Iteration 17 lambda =  -0.276127 
## Iteration 18 lambda =  -0.2761319 
## Iteration 19 lambda =  -0.2761343 
## Iteration 20 lambda =  -0.2761356 
## Iteration 21 lambda =  -0.2761362 
## Iteration 22 lambda =  -0.2761365 
## Iteration 23 lambda =  -0.2761366 
## Iteration 24 lambda =  -0.2761367 
## Iteration 1 lambda =  0.3332467 
## Iteration 2 lambda =  -0.0001299167 
## Iteration 3 lambda =  -0.1668182 
## Iteration 4 lambda =  -0.2501624 
## Iteration 5 lambda =  -0.2918345 
## Iteration 6 lambda =  -0.3126705 
## Iteration 7 lambda =  -0.3230885 
## Iteration 8 lambda =  -0.3282975 
## Iteration 9 lambda =  -0.3309021 
## Iteration 10 lambda =  -0.3322043 
## Iteration 11 lambda =  -0.3328554 
## Iteration 12 lambda =  -0.333181 
## Iteration 13 lambda =  -0.3333438 
## Iteration 14 lambda =  -0.3334252 
## Iteration 15 lambda =  -0.3334659 
## Iteration 16 lambda =  -0.3334862 
## Iteration 17 lambda =  -0.3334964 
## Iteration 18 lambda =  -0.3335015 
## Iteration 19 lambda =  -0.333504 
## Iteration 20 lambda =  -0.3335053 
## Iteration 21 lambda =  -0.3335059 
## Iteration 22 lambda =  -0.3335062 
## Iteration 23 lambda =  -0.3335064 
## Iteration 24 lambda =  -0.3335065 
## Iteration 1 lambda =  0.3049483 
## Iteration 2 lambda =  -0.04257749 
## Iteration 3 lambda =  -0.2163404 
## Iteration 4 lambda =  -0.3032219 
## Iteration 5 lambda =  -0.3466626 
## Iteration 6 lambda =  -0.368383 
## Iteration 7 lambda =  -0.3792431 
## Iteration 8 lambda =  -0.3846732 
## Iteration 9 lambda =  -0.3873883 
## Iteration 10 lambda =  -0.3887458 
## Iteration 11 lambda =  -0.3894246 
## Iteration 12 lambda =  -0.3897639 
## Iteration 13 lambda =  -0.3899336 
## Iteration 14 lambda =  -0.3900185 
## Iteration 15 lambda =  -0.3900609 
## Iteration 16 lambda =  -0.3900821 
## Iteration 17 lambda =  -0.3900927 
## Iteration 18 lambda =  -0.390098 
## Iteration 19 lambda =  -0.3901007 
## Iteration 20 lambda =  -0.390102 
## Iteration 21 lambda =  -0.3901027 
## Iteration 22 lambda =  -0.390103 
## Iteration 23 lambda =  -0.3901032 
## Iteration 24 lambda =  -0.3901032 
## Iteration 1 lambda =  0.3107671 
## Iteration 2 lambda =  -0.03384931 
## Iteration 3 lambda =  -0.2061575 
## Iteration 4 lambda =  -0.2923116 
## Iteration 5 lambda =  -0.3353887 
## Iteration 6 lambda =  -0.3569272 
## Iteration 7 lambda =  -0.3676965 
## Iteration 8 lambda =  -0.3730811 
## Iteration 9 lambda =  -0.3757734 
## Iteration 10 lambda =  -0.3771196 
## Iteration 11 lambda =  -0.3777927 
## Iteration 12 lambda =  -0.3781292 
## Iteration 13 lambda =  -0.3782975 
## Iteration 14 lambda =  -0.3783816 
## Iteration 15 lambda =  -0.3784237 
## Iteration 16 lambda =  -0.3784447 
## Iteration 17 lambda =  -0.3784552 
## Iteration 18 lambda =  -0.3784605 
## Iteration 19 lambda =  -0.3784631 
## Iteration 20 lambda =  -0.3784644 
## Iteration 21 lambda =  -0.3784651 
## Iteration 22 lambda =  -0.3784654 
## Iteration 23 lambda =  -0.3784656 
## Iteration 24 lambda =  -0.3784657 
## Iteration 1 lambda =  0.3098418 
## Iteration 2 lambda =  -0.0352373 
## Iteration 3 lambda =  -0.2077769 
## Iteration 4 lambda =  -0.2940466 
## Iteration 5 lambda =  -0.3371815 
## Iteration 6 lambda =  -0.358749 
## Iteration 7 lambda =  -0.3695327 
## Iteration 8 lambda =  -0.3749245 
## Iteration 9 lambda =  -0.3776205 
## Iteration 10 lambda =  -0.3789684 
## Iteration 11 lambda =  -0.3796424 
## Iteration 12 lambda =  -0.3799794 
## Iteration 13 lambda =  -0.3801479 
## Iteration 14 lambda =  -0.3802322 
## Iteration 15 lambda =  -0.3802743 
## Iteration 16 lambda =  -0.3802953 
## Iteration 17 lambda =  -0.3803059 
## Iteration 18 lambda =  -0.3803111 
## Iteration 19 lambda =  -0.3803138 
## Iteration 20 lambda =  -0.3803151 
## Iteration 21 lambda =  -0.3803157 
## Iteration 22 lambda =  -0.3803161 
## Iteration 23 lambda =  -0.3803162 
## Iteration 24 lambda =  -0.3803163 
## Iteration 1 lambda =  0.3198709 
## Iteration 2 lambda =  -0.02019359 
## Iteration 3 lambda =  -0.1902258 
## Iteration 4 lambda =  -0.275242 
## Iteration 5 lambda =  -0.31775 
## Iteration 6 lambda =  -0.3390041 
## Iteration 7 lambda =  -0.3496311 
## Iteration 8 lambda =  -0.3549446 
## Iteration 9 lambda =  -0.3576014 
## Iteration 10 lambda =  -0.3589297 
## Iteration 11 lambda =  -0.3595939 
## Iteration 12 lambda =  -0.359926 
## Iteration 13 lambda =  -0.3600921 
## Iteration 14 lambda =  -0.3601751 
## Iteration 15 lambda =  -0.3602166 
## Iteration 16 lambda =  -0.3602374 
## Iteration 17 lambda =  -0.3602477 
## Iteration 18 lambda =  -0.3602529 
## Iteration 19 lambda =  -0.3602555 
## Iteration 20 lambda =  -0.3602568 
## Iteration 21 lambda =  -0.3602575 
## Iteration 22 lambda =  -0.3602578 
## Iteration 23 lambda =  -0.360258 
## Iteration 24 lambda =  -0.360258 
## Iteration 1 lambda =  0.3143584 
## Iteration 2 lambda =  -0.0284624 
## Iteration 3 lambda =  -0.1998728 
## Iteration 4 lambda =  -0.285578 
## Iteration 5 lambda =  -0.3284306 
## Iteration 6 lambda =  -0.3498569 
## Iteration 7 lambda =  -0.3605701 
## Iteration 8 lambda =  -0.3659266 
## Iteration 9 lambda =  -0.3686049 
## Iteration 10 lambda =  -0.3699441 
## Iteration 11 lambda =  -0.3706136 
## Iteration 12 lambda =  -0.3709484 
## Iteration 13 lambda =  -0.3711158 
## Iteration 14 lambda =  -0.3711995 
## Iteration 15 lambda =  -0.3712414 
## Iteration 16 lambda =  -0.3712623 
## Iteration 17 lambda =  -0.3712727 
## Iteration 18 lambda =  -0.371278 
## Iteration 19 lambda =  -0.3712806 
## Iteration 20 lambda =  -0.3712819 
## Iteration 21 lambda =  -0.3712826 
## Iteration 22 lambda =  -0.3712829 
## Iteration 23 lambda =  -0.371283 
## Iteration 24 lambda =  -0.3712831 
## Iteration 1 lambda =  0.2747393 
## Iteration 2 lambda =  -0.08789101 
## Iteration 3 lambda =  -0.2692062 
## Iteration 4 lambda =  -0.3598638 
## Iteration 5 lambda =  -0.4051926 
## Iteration 6 lambda =  -0.4278569 
## Iteration 7 lambda =  -0.4391891 
## Iteration 8 lambda =  -0.4448552 
## Iteration 9 lambda =  -0.4476883 
## Iteration 10 lambda =  -0.4491048 
## Iteration 11 lambda =  -0.4498131 
## Iteration 12 lambda =  -0.4501672 
## Iteration 13 lambda =  -0.4503443 
## Iteration 14 lambda =  -0.4504328 
## Iteration 15 lambda =  -0.4504771 
## Iteration 16 lambda =  -0.4504992 
## Iteration 17 lambda =  -0.4505103 
## Iteration 18 lambda =  -0.4505158 
## Iteration 19 lambda =  -0.4505186 
## Iteration 20 lambda =  -0.45052 
## Iteration 21 lambda =  -0.4505207 
## Iteration 22 lambda =  -0.450521 
## Iteration 23 lambda =  -0.4505212 
## Iteration 24 lambda =  -0.4505213 
## Iteration 1 lambda =  0.2833358 
## Iteration 2 lambda =  -0.07499637 
## Iteration 3 lambda =  -0.2541624 
## Iteration 4 lambda =  -0.3437455 
## Iteration 5 lambda =  -0.388537 
## Iteration 6 lambda =  -0.4109327 
## Iteration 7 lambda =  -0.4221306 
## Iteration 8 lambda =  -0.4277295 
## Iteration 9 lambda =  -0.430529 
## Iteration 10 lambda =  -0.4319288 
## Iteration 11 lambda =  -0.4326286 
## Iteration 12 lambda =  -0.4329786 
## Iteration 13 lambda =  -0.4331535 
## Iteration 14 lambda =  -0.433241 
## Iteration 15 lambda =  -0.4332847 
## Iteration 16 lambda =  -0.4333066 
## Iteration 17 lambda =  -0.4333176 
## Iteration 18 lambda =  -0.433323 
## Iteration 19 lambda =  -0.4333258 
## Iteration 20 lambda =  -0.4333271 
## Iteration 21 lambda =  -0.4333278 
## Iteration 22 lambda =  -0.4333281 
## Iteration 23 lambda =  -0.4333283 
## Iteration 24 lambda =  -0.4333284 
## Iteration 1 lambda =  0.3210778 
## Iteration 2 lambda =  -0.01838326 
## Iteration 3 lambda =  -0.1881138 
## Iteration 4 lambda =  -0.2729791 
## Iteration 5 lambda =  -0.3154117 
## Iteration 6 lambda =  -0.336628 
## Iteration 7 lambda =  -0.3472362 
## Iteration 8 lambda =  -0.3525403 
## Iteration 9 lambda =  -0.3551923 
## Iteration 10 lambda =  -0.3565183 
## Iteration 11 lambda =  -0.3571813 
## Iteration 12 lambda =  -0.3575128 
## Iteration 13 lambda =  -0.3576786 
## Iteration 14 lambda =  -0.3577615 
## Iteration 15 lambda =  -0.3578029 
## Iteration 16 lambda =  -0.3578236 
## Iteration 17 lambda =  -0.357834 
## Iteration 18 lambda =  -0.3578392 
## Iteration 19 lambda =  -0.3578418 
## Iteration 20 lambda =  -0.3578431 
## Iteration 21 lambda =  -0.3578437 
## Iteration 22 lambda =  -0.357844 
## Iteration 23 lambda =  -0.3578442 
## Iteration 24 lambda =  -0.3578443 
## Iteration 1 lambda =  0.3252175 
## Iteration 2 lambda =  -0.01217377 
## Iteration 3 lambda =  -0.1808694 
## Iteration 4 lambda =  -0.2652172 
## Iteration 5 lambda =  -0.3073911 
## Iteration 6 lambda =  -0.3284781 
## Iteration 7 lambda =  -0.3390215 
## Iteration 8 lambda =  -0.3442933 
## Iteration 9 lambda =  -0.3469292 
## Iteration 10 lambda =  -0.3482471 
## Iteration 11 lambda =  -0.3489061 
## Iteration 12 lambda =  -0.3492355 
## Iteration 13 lambda =  -0.3494003 
## Iteration 14 lambda =  -0.3494827 
## Iteration 15 lambda =  -0.3495238 
## Iteration 16 lambda =  -0.3495444 
## Iteration 17 lambda =  -0.3495547 
## Iteration 18 lambda =  -0.3495599 
## Iteration 19 lambda =  -0.3495625 
## Iteration 20 lambda =  -0.3495637 
## Iteration 21 lambda =  -0.3495644 
## Iteration 22 lambda =  -0.3495647 
## Iteration 23 lambda =  -0.3495649 
## Iteration 24 lambda =  -0.3495649 
## Iteration 1 lambda =  0.2859895 
## Iteration 2 lambda =  -0.07101571 
## Iteration 3 lambda =  -0.2495183 
## Iteration 4 lambda =  -0.3387696 
## Iteration 5 lambda =  -0.3833953 
## Iteration 6 lambda =  -0.4057081 
## Iteration 7 lambda =  -0.4168645 
## Iteration 8 lambda =  -0.4224427 
## Iteration 9 lambda =  -0.4252318 
## Iteration 10 lambda =  -0.4266264 
## Iteration 11 lambda =  -0.4273237 
## Iteration 12 lambda =  -0.4276723 
## Iteration 13 lambda =  -0.4278466 
## Iteration 14 lambda =  -0.4279338 
## Iteration 15 lambda =  -0.4279774 
## Iteration 16 lambda =  -0.4279992 
## Iteration 17 lambda =  -0.4280101 
## Iteration 18 lambda =  -0.4280155 
## Iteration 19 lambda =  -0.4280182 
## Iteration 20 lambda =  -0.4280196 
## Iteration 21 lambda =  -0.4280203 
## Iteration 22 lambda =  -0.4280206 
## Iteration 23 lambda =  -0.4280208 
## Iteration 24 lambda =  -0.4280209 
## Iteration 1 lambda =  0.3202715 
## Iteration 2 lambda =  -0.01959273 
## Iteration 3 lambda =  -0.1895249 
## Iteration 4 lambda =  -0.2744909 
## Iteration 5 lambda =  -0.3169739 
## Iteration 6 lambda =  -0.3382155 
## Iteration 7 lambda =  -0.3488362 
## Iteration 8 lambda =  -0.3541466 
## Iteration 9 lambda =  -0.3568018 
## Iteration 10 lambda =  -0.3581294 
## Iteration 11 lambda =  -0.3587932 
## Iteration 12 lambda =  -0.3591251 
## Iteration 13 lambda =  -0.359291 
## Iteration 14 lambda =  -0.359374 
## Iteration 15 lambda =  -0.3594155 
## Iteration 16 lambda =  -0.3594362 
## Iteration 17 lambda =  -0.3594466 
## Iteration 18 lambda =  -0.3594518 
## Iteration 19 lambda =  -0.3594544 
## Iteration 20 lambda =  -0.3594557 
## Iteration 21 lambda =  -0.3594563 
## Iteration 22 lambda =  -0.3594567 
## Iteration 23 lambda =  -0.3594568 
## Iteration 24 lambda =  -0.3594569 
## Iteration 1 lambda =  0.3122375 
## Iteration 2 lambda =  -0.03164369 
## Iteration 3 lambda =  -0.2035843 
## Iteration 4 lambda =  -0.2895546 
## Iteration 5 lambda =  -0.3325398 
## Iteration 6 lambda =  -0.3540323 
## Iteration 7 lambda =  -0.3647786 
## Iteration 8 lambda =  -0.3701518 
## Iteration 9 lambda =  -0.3728383 
## Iteration 10 lambda =  -0.3741816 
## Iteration 11 lambda =  -0.3748533 
## Iteration 12 lambda =  -0.3751891 
## Iteration 13 lambda =  -0.375357 
## Iteration 14 lambda =  -0.375441 
## Iteration 15 lambda =  -0.3754829 
## Iteration 16 lambda =  -0.3755039 
## Iteration 17 lambda =  -0.3755144 
## Iteration 18 lambda =  -0.3755197 
## Iteration 19 lambda =  -0.3755223 
## Iteration 20 lambda =  -0.3755236 
## Iteration 21 lambda =  -0.3755243 
## Iteration 22 lambda =  -0.3755246 
## Iteration 23 lambda =  -0.3755248 
## Iteration 24 lambda =  -0.3755248 
## Iteration 1 lambda =  0.3259085 
## Iteration 2 lambda =  -0.01113723 
## Iteration 3 lambda =  -0.1796601 
## Iteration 4 lambda =  -0.2639215 
## Iteration 5 lambda =  -0.3060522 
## Iteration 6 lambda =  -0.3271176 
## Iteration 7 lambda =  -0.3376503 
## Iteration 8 lambda =  -0.3429166 
## Iteration 9 lambda =  -0.3455498 
## Iteration 10 lambda =  -0.3468664 
## Iteration 11 lambda =  -0.3475247 
## Iteration 12 lambda =  -0.3478538 
## Iteration 13 lambda =  -0.3480184 
## Iteration 14 lambda =  -0.3481007 
## Iteration 15 lambda =  -0.3481418 
## Iteration 16 lambda =  -0.3481624 
## Iteration 17 lambda =  -0.3481727 
## Iteration 18 lambda =  -0.3481778 
## Iteration 19 lambda =  -0.3481804 
## Iteration 20 lambda =  -0.3481817 
## Iteration 21 lambda =  -0.3481823 
## Iteration 22 lambda =  -0.3481826 
## Iteration 23 lambda =  -0.3481828 
## Iteration 24 lambda =  -0.3481829 
## Iteration 1 lambda =  0.3378146 
## Iteration 2 lambda =  0.006721908 
## Iteration 3 lambda =  -0.1588244 
## Iteration 4 lambda =  -0.2415976 
## Iteration 5 lambda =  -0.2829842 
## Iteration 6 lambda =  -0.3036775 
## Iteration 7 lambda =  -0.3140241 
## Iteration 8 lambda =  -0.3191975 
## Iteration 9 lambda =  -0.3217841 
## Iteration 10 lambda =  -0.3230775 
## Iteration 11 lambda =  -0.3237241 
## Iteration 12 lambda =  -0.3240475 
## Iteration 13 lambda =  -0.3242091 
## Iteration 14 lambda =  -0.32429 
## Iteration 15 lambda =  -0.3243304 
## Iteration 16 lambda =  -0.3243506 
## Iteration 17 lambda =  -0.3243607 
## Iteration 18 lambda =  -0.3243657 
## Iteration 19 lambda =  -0.3243683 
## Iteration 20 lambda =  -0.3243695 
## Iteration 21 lambda =  -0.3243702 
## Iteration 22 lambda =  -0.3243705 
## Iteration 23 lambda =  -0.3243706 
## Iteration 24 lambda =  -0.3243707 
## Iteration 1 lambda =  0.337532 
## Iteration 2 lambda =  0.006298032 
## Iteration 3 lambda =  -0.159319 
## Iteration 4 lambda =  -0.2421275 
## Iteration 5 lambda =  -0.2835317 
## Iteration 6 lambda =  -0.3042338 
## Iteration 7 lambda =  -0.3145849 
## Iteration 8 lambda =  -0.3197604 
## Iteration 9 lambda =  -0.3223482 
## Iteration 10 lambda =  -0.3236421 
## Iteration 11 lambda =  -0.324289 
## Iteration 12 lambda =  -0.3246125 
## Iteration 13 lambda =  -0.3247742 
## Iteration 14 lambda =  -0.3248551 
## Iteration 15 lambda =  -0.3248955 
## Iteration 16 lambda =  -0.3249157 
## Iteration 17 lambda =  -0.3249258 
## Iteration 18 lambda =  -0.3249309 
## Iteration 19 lambda =  -0.3249334 
## Iteration 20 lambda =  -0.3249347 
## Iteration 21 lambda =  -0.3249353 
## Iteration 22 lambda =  -0.3249356 
## Iteration 23 lambda =  -0.3249358 
## Iteration 24 lambda =  -0.3249359 
## Iteration 1 lambda =  0.3214936 
## Iteration 2 lambda =  -0.01775963 
## Iteration 3 lambda =  -0.1873862 
## Iteration 4 lambda =  -0.2721995 
## Iteration 5 lambda =  -0.3146062 
## Iteration 6 lambda =  -0.3358095 
## Iteration 7 lambda =  -0.3464112 
## Iteration 8 lambda =  -0.351712 
## Iteration 9 lambda =  -0.3543624 
## Iteration 10 lambda =  -0.3556876 
## Iteration 11 lambda =  -0.3563502 
## Iteration 12 lambda =  -0.3566815 
## Iteration 13 lambda =  -0.3568472 
## Iteration 14 lambda =  -0.35693 
## Iteration 15 lambda =  -0.3569714 
## Iteration 16 lambda =  -0.3569921 
## Iteration 17 lambda =  -0.3570025 
## Iteration 18 lambda =  -0.3570077 
## Iteration 19 lambda =  -0.3570102 
## Iteration 20 lambda =  -0.3570115 
## Iteration 21 lambda =  -0.3570122 
## Iteration 22 lambda =  -0.3570125 
## Iteration 23 lambda =  -0.3570127 
## Iteration 24 lambda =  -0.3570128 
## Iteration 1 lambda =  0.3072335 
## Iteration 2 lambda =  -0.03914975 
## Iteration 3 lambda =  -0.2123414 
## Iteration 4 lambda =  -0.2989372 
## Iteration 5 lambda =  -0.3422351 
## Iteration 6 lambda =  -0.363884 
## Iteration 7 lambda =  -0.3747085 
## Iteration 8 lambda =  -0.3801208 
## Iteration 9 lambda =  -0.3828269 
## Iteration 10 lambda =  -0.3841799 
## Iteration 11 lambda =  -0.3848565 
## Iteration 12 lambda =  -0.3851947 
## Iteration 13 lambda =  -0.3853639 
## Iteration 14 lambda =  -0.3854484 
## Iteration 15 lambda =  -0.3854907 
## Iteration 16 lambda =  -0.3855119 
## Iteration 17 lambda =  -0.3855224 
## Iteration 18 lambda =  -0.3855277 
## Iteration 19 lambda =  -0.3855304 
## Iteration 20 lambda =  -0.3855317 
## Iteration 21 lambda =  -0.3855323 
## Iteration 22 lambda =  -0.3855327 
## Iteration 23 lambda =  -0.3855328 
## Iteration 24 lambda =  -0.3855329 
## Iteration 1 lambda =  0.3050674 
## Iteration 2 lambda =  -0.04239889 
## Iteration 3 lambda =  -0.216132 
## Iteration 4 lambda =  -0.3029986 
## Iteration 5 lambda =  -0.3464319 
## Iteration 6 lambda =  -0.3681485 
## Iteration 7 lambda =  -0.3790069 
## Iteration 8 lambda =  -0.384436 
## Iteration 9 lambda =  -0.3871506 
## Iteration 10 lambda =  -0.3885079 
## Iteration 11 lambda =  -0.3891865 
## Iteration 12 lambda =  -0.3895259 
## Iteration 13 lambda =  -0.3896955 
## Iteration 14 lambda =  -0.3897804 
## Iteration 15 lambda =  -0.3898228 
## Iteration 16 lambda =  -0.389844 
## Iteration 17 lambda =  -0.3898546 
## Iteration 18 lambda =  -0.3898599 
## Iteration 19 lambda =  -0.3898625 
## Iteration 20 lambda =  -0.3898639 
## Iteration 21 lambda =  -0.3898645 
## Iteration 22 lambda =  -0.3898649 
## Iteration 23 lambda =  -0.389865 
## Iteration 24 lambda =  -0.3898651 
## Iteration 1 lambda =  0.3630892 
## Iteration 2 lambda =  0.04463379 
## Iteration 3 lambda =  -0.1145939 
## Iteration 4 lambda =  -0.1942078 
## Iteration 5 lambda =  -0.2340147 
## Iteration 6 lambda =  -0.2539181 
## Iteration 7 lambda =  -0.2638699 
## Iteration 8 lambda =  -0.2688457 
## Iteration 9 lambda =  -0.2713337 
## Iteration 10 lambda =  -0.2725776 
## Iteration 11 lambda =  -0.2731996 
## Iteration 12 lambda =  -0.2735106 
## Iteration 13 lambda =  -0.2736661 
## Iteration 14 lambda =  -0.2737439 
## Iteration 15 lambda =  -0.2737827 
## Iteration 16 lambda =  -0.2738022 
## Iteration 17 lambda =  -0.2738119 
## Iteration 18 lambda =  -0.2738167 
## Iteration 19 lambda =  -0.2738192 
## Iteration 20 lambda =  -0.2738204 
## Iteration 21 lambda =  -0.273821 
## Iteration 22 lambda =  -0.2738213 
## Iteration 23 lambda =  -0.2738215 
## Iteration 24 lambda =  -0.2738215 
## Iteration 1 lambda =  0.3493367 
## Iteration 2 lambda =  0.02400502 
## Iteration 3 lambda =  -0.1386608 
## Iteration 4 lambda =  -0.2199937 
## Iteration 5 lambda =  -0.2606602 
## Iteration 6 lambda =  -0.2809934 
## Iteration 7 lambda =  -0.29116 
## Iteration 8 lambda =  -0.2962433 
## Iteration 9 lambda =  -0.298785 
## Iteration 10 lambda =  -0.3000558 
## Iteration 11 lambda =  -0.3006912 
## Iteration 12 lambda =  -0.3010089 
## Iteration 13 lambda =  -0.3011678 
## Iteration 14 lambda =  -0.3012472 
## Iteration 15 lambda =  -0.3012869 
## Iteration 16 lambda =  -0.3013068 
## Iteration 17 lambda =  -0.3013167 
## Iteration 18 lambda =  -0.3013217 
## Iteration 19 lambda =  -0.3013242 
## Iteration 20 lambda =  -0.3013254 
## Iteration 21 lambda =  -0.301326 
## Iteration 22 lambda =  -0.3013263 
## Iteration 23 lambda =  -0.3013265 
## Iteration 24 lambda =  -0.3013266 
## Iteration 1 lambda =  0.3478487 
## Iteration 2 lambda =  0.02177303 
## Iteration 3 lambda =  -0.1412648 
## Iteration 4 lambda =  -0.2227837 
## Iteration 5 lambda =  -0.2635432 
## Iteration 6 lambda =  -0.2839229 
## Iteration 7 lambda =  -0.2941128 
## Iteration 8 lambda =  -0.2992077 
## Iteration 9 lambda =  -0.3017552 
## Iteration 10 lambda =  -0.3030289 
## Iteration 11 lambda =  -0.3036658 
## Iteration 12 lambda =  -0.3039842 
## Iteration 13 lambda =  -0.3041434 
## Iteration 14 lambda =  -0.304223 
## Iteration 15 lambda =  -0.3042628 
## Iteration 16 lambda =  -0.3042827 
## Iteration 17 lambda =  -0.3042927 
## Iteration 18 lambda =  -0.3042977 
## Iteration 19 lambda =  -0.3043001 
## Iteration 20 lambda =  -0.3043014 
## Iteration 21 lambda =  -0.304302 
## Iteration 22 lambda =  -0.3043023 
## Iteration 23 lambda =  -0.3043025 
## Iteration 24 lambda =  -0.3043025 
## Iteration 1 lambda =  0.3357599 
## Iteration 2 lambda =  0.003639777 
## Iteration 3 lambda =  -0.1624203 
## Iteration 4 lambda =  -0.2454503 
## Iteration 5 lambda =  -0.2869653 
## Iteration 6 lambda =  -0.3077228 
## Iteration 7 lambda =  -0.3181015 
## Iteration 8 lambda =  -0.3232909 
## Iteration 9 lambda =  -0.3258856 
## Iteration 10 lambda =  -0.327183 
## Iteration 11 lambda =  -0.3278316 
## Iteration 12 lambda =  -0.328156 
## Iteration 13 lambda =  -0.3283181 
## Iteration 14 lambda =  -0.3283992 
## Iteration 15 lambda =  -0.3284398 
## Iteration 16 lambda =  -0.32846 
## Iteration 17 lambda =  -0.3284702 
## Iteration 18 lambda =  -0.3284752 
## Iteration 19 lambda =  -0.3284778 
## Iteration 20 lambda =  -0.328479 
## Iteration 21 lambda =  -0.3284797 
## Iteration 22 lambda =  -0.32848 
## Iteration 23 lambda =  -0.3284801 
## Iteration 24 lambda =  -0.3284802 
## Iteration 1 lambda =  0.3122311 
## Iteration 2 lambda =  -0.03165337 
## Iteration 3 lambda =  -0.2035956 
## Iteration 4 lambda =  -0.2895667 
## Iteration 5 lambda =  -0.3325523 
## Iteration 6 lambda =  -0.3540451 
## Iteration 7 lambda =  -0.3647914 
## Iteration 8 lambda =  -0.3701646 
## Iteration 9 lambda =  -0.3728512 
## Iteration 10 lambda =  -0.3741945 
## Iteration 11 lambda =  -0.3748662 
## Iteration 12 lambda =  -0.375202 
## Iteration 13 lambda =  -0.3753699 
## Iteration 14 lambda =  -0.3754539 
## Iteration 15 lambda =  -0.3754959 
## Iteration 16 lambda =  -0.3755168 
## Iteration 17 lambda =  -0.3755273 
## Iteration 18 lambda =  -0.3755326 
## Iteration 19 lambda =  -0.3755352 
## Iteration 20 lambda =  -0.3755365 
## Iteration 21 lambda =  -0.3755372 
## Iteration 22 lambda =  -0.3755375 
## Iteration 23 lambda =  -0.3755377 
## Iteration 24 lambda =  -0.3755378 
## Iteration 1 lambda =  0.3196541 
## Iteration 2 lambda =  -0.02051878 
## Iteration 3 lambda =  -0.1906052 
## Iteration 4 lambda =  -0.2756485 
## Iteration 5 lambda =  -0.3181701 
## Iteration 6 lambda =  -0.3394309 
## Iteration 7 lambda =  -0.3500613 
## Iteration 8 lambda =  -0.3553765 
## Iteration 9 lambda =  -0.3580341 
## Iteration 10 lambda =  -0.3593629 
## Iteration 11 lambda =  -0.3600273 
## Iteration 12 lambda =  -0.3603595 
## Iteration 13 lambda =  -0.3605256 
## Iteration 14 lambda =  -0.3606087 
## Iteration 15 lambda =  -0.3606502 
## Iteration 16 lambda =  -0.3606709 
## Iteration 17 lambda =  -0.3606813 
## Iteration 18 lambda =  -0.3606865 
## Iteration 19 lambda =  -0.3606891 
## Iteration 20 lambda =  -0.3606904 
## Iteration 21 lambda =  -0.3606911 
## Iteration 22 lambda =  -0.3606914 
## Iteration 23 lambda =  -0.3606915 
## Iteration 24 lambda =  -0.3606916 
## Iteration 1 lambda =  0.3313633 
## Iteration 2 lambda =  -0.002955048 
## Iteration 3 lambda =  -0.1701142 
## Iteration 4 lambda =  -0.2536938 
## Iteration 5 lambda =  -0.2954836 
## Iteration 6 lambda =  -0.3163785 
## Iteration 7 lambda =  -0.3268259 
## Iteration 8 lambda =  -0.3320497 
## Iteration 9 lambda =  -0.3346615 
## Iteration 10 lambda =  -0.3359675 
## Iteration 11 lambda =  -0.3366204 
## Iteration 12 lambda =  -0.3369469 
## Iteration 13 lambda =  -0.3371102 
## Iteration 14 lambda =  -0.3371918 
## Iteration 15 lambda =  -0.3372326 
## Iteration 16 lambda =  -0.337253 
## Iteration 17 lambda =  -0.3372632 
## Iteration 18 lambda =  -0.3372683 
## Iteration 19 lambda =  -0.3372708 
## Iteration 20 lambda =  -0.3372721 
## Iteration 21 lambda =  -0.3372728 
## Iteration 22 lambda =  -0.3372731 
## Iteration 23 lambda =  -0.3372732 
## Iteration 24 lambda =  -0.3372733 
## Iteration 1 lambda =  0.2938693 
## Iteration 2 lambda =  -0.05919601 
## Iteration 3 lambda =  -0.2357287 
## Iteration 4 lambda =  -0.323995 
## Iteration 5 lambda =  -0.3681282 
## Iteration 6 lambda =  -0.3901948 
## Iteration 7 lambda =  -0.4012281 
## Iteration 8 lambda =  -0.4067447 
## Iteration 9 lambda =  -0.409503 
## Iteration 10 lambda =  -0.4108822 
## Iteration 11 lambda =  -0.4115718 
## Iteration 12 lambda =  -0.4119166 
## Iteration 13 lambda =  -0.412089 
## Iteration 14 lambda =  -0.4121752 
## Iteration 15 lambda =  -0.4122183 
## Iteration 16 lambda =  -0.4122398 
## Iteration 17 lambda =  -0.4122506 
## Iteration 18 lambda =  -0.412256 
## Iteration 19 lambda =  -0.4122587 
## Iteration 20 lambda =  -0.41226 
## Iteration 21 lambda =  -0.4122607 
## Iteration 22 lambda =  -0.412261 
## Iteration 23 lambda =  -0.4122612 
## Iteration 24 lambda =  -0.4122613 
## Iteration 1 lambda =  0.2789554 
## Iteration 2 lambda =  -0.08156685 
## Iteration 3 lambda =  -0.261828 
## Iteration 4 lambda =  -0.3519586 
## Iteration 5 lambda =  -0.3970238 
## Iteration 6 lambda =  -0.4195565 
## Iteration 7 lambda =  -0.4308228 
## Iteration 8 lambda =  -0.436456 
## Iteration 9 lambda =  -0.4392726 
## Iteration 10 lambda =  -0.4406808 
## Iteration 11 lambda =  -0.441385 
## Iteration 12 lambda =  -0.4417371 
## Iteration 13 lambda =  -0.4419131 
## Iteration 14 lambda =  -0.4420011 
## Iteration 15 lambda =  -0.4420451 
## Iteration 16 lambda =  -0.4420671 
## Iteration 17 lambda =  -0.4420781 
## Iteration 18 lambda =  -0.4420836 
## Iteration 19 lambda =  -0.4420864 
## Iteration 20 lambda =  -0.4420878 
## Iteration 21 lambda =  -0.4420884 
## Iteration 22 lambda =  -0.4420888 
## Iteration 23 lambda =  -0.442089 
## Iteration 24 lambda =  -0.442089 
## Iteration 1 lambda =  0.3168279 
## Iteration 2 lambda =  -0.02475814 
## Iteration 3 lambda =  -0.1955512 
## Iteration 4 lambda =  -0.2809477 
## Iteration 5 lambda =  -0.3236459 
## Iteration 6 lambda =  -0.3449951 
## Iteration 7 lambda =  -0.3556696 
## Iteration 8 lambda =  -0.3610069 
## Iteration 9 lambda =  -0.3636756 
## Iteration 10 lambda =  -0.3650099 
## Iteration 11 lambda =  -0.365677 
## Iteration 12 lambda =  -0.3660106 
## Iteration 13 lambda =  -0.3661774 
## Iteration 14 lambda =  -0.3662608 
## Iteration 15 lambda =  -0.3663025 
## Iteration 16 lambda =  -0.3663233 
## Iteration 17 lambda =  -0.3663338 
## Iteration 18 lambda =  -0.366339 
## Iteration 19 lambda =  -0.3663416 
## Iteration 20 lambda =  -0.3663429 
## Iteration 21 lambda =  -0.3663435 
## Iteration 22 lambda =  -0.3663439 
## Iteration 23 lambda =  -0.366344 
## Iteration 24 lambda =  -0.3663441 
## Iteration 1 lambda =  0.3274609 
## Iteration 2 lambda =  -0.008808605 
## Iteration 3 lambda =  -0.1769434 
## Iteration 4 lambda =  -0.2610108 
## Iteration 5 lambda =  -0.3030444 
## Iteration 6 lambda =  -0.3240613 
## Iteration 7 lambda =  -0.3345697 
## Iteration 8 lambda =  -0.3398239 
## Iteration 9 lambda =  -0.342451 
## Iteration 10 lambda =  -0.3437646 
## Iteration 11 lambda =  -0.3444214 
## Iteration 12 lambda =  -0.3447498 
## Iteration 13 lambda =  -0.3449139 
## Iteration 14 lambda =  -0.344996 
## Iteration 15 lambda =  -0.3450371 
## Iteration 16 lambda =  -0.3450576 
## Iteration 17 lambda =  -0.3450679 
## Iteration 18 lambda =  -0.345073 
## Iteration 19 lambda =  -0.3450756 
## Iteration 20 lambda =  -0.3450769 
## Iteration 21 lambda =  -0.3450775 
## Iteration 22 lambda =  -0.3450778 
## Iteration 23 lambda =  -0.345078 
## Iteration 24 lambda =  -0.3450781 
## Iteration 1 lambda =  0.2760501 
## Iteration 2 lambda =  -0.08592485 
## Iteration 3 lambda =  -0.2669123 
## Iteration 4 lambda =  -0.3574061 
## Iteration 5 lambda =  -0.4026529 
## Iteration 6 lambda =  -0.4252764 
## Iteration 7 lambda =  -0.4365881 
## Iteration 8 lambda =  -0.4422439 
## Iteration 9 lambda =  -0.4450719 
## Iteration 10 lambda =  -0.4464858 
## Iteration 11 lambda =  -0.4471928 
## Iteration 12 lambda =  -0.4475463 
## Iteration 13 lambda =  -0.4477231 
## Iteration 14 lambda =  -0.4478114 
## Iteration 15 lambda =  -0.4478556 
## Iteration 16 lambda =  -0.4478777 
## Iteration 17 lambda =  -0.4478888 
## Iteration 18 lambda =  -0.4478943 
## Iteration 19 lambda =  -0.447897 
## Iteration 20 lambda =  -0.4478984 
## Iteration 21 lambda =  -0.4478991 
## Iteration 22 lambda =  -0.4478995 
## Iteration 23 lambda =  -0.4478996 
## Iteration 24 lambda =  -0.4478997 
## Iteration 1 lambda =  0.3240655 
## Iteration 2 lambda =  -0.01390168 
## Iteration 3 lambda =  -0.1828853 
## Iteration 4 lambda =  -0.2673771 
## Iteration 5 lambda =  -0.309623 
## Iteration 6 lambda =  -0.3307459 
## Iteration 7 lambda =  -0.3413074 
## Iteration 8 lambda =  -0.3465882 
## Iteration 9 lambda =  -0.3492285 
## Iteration 10 lambda =  -0.3505487 
## Iteration 11 lambda =  -0.3512088 
## Iteration 12 lambda =  -0.3515389 
## Iteration 13 lambda =  -0.3517039 
## Iteration 14 lambda =  -0.3517864 
## Iteration 15 lambda =  -0.3518276 
## Iteration 16 lambda =  -0.3518483 
## Iteration 17 lambda =  -0.3518586 
## Iteration 18 lambda =  -0.3518637 
## Iteration 19 lambda =  -0.3518663 
## Iteration 20 lambda =  -0.3518676 
## Iteration 21 lambda =  -0.3518683 
## Iteration 22 lambda =  -0.3518686 
## Iteration 23 lambda =  -0.3518687 
## Iteration 24 lambda =  -0.3518688 
## Iteration 1 lambda =  0.2651859 
## Iteration 2 lambda =  -0.1022212 
## Iteration 3 lambda =  -0.2859247 
## Iteration 4 lambda =  -0.3777765 
## Iteration 5 lambda =  -0.4237023 
## Iteration 6 lambda =  -0.4466653 
## Iteration 7 lambda =  -0.4581468 
## Iteration 8 lambda =  -0.4638875 
## Iteration 9 lambda =  -0.4667579 
## Iteration 10 lambda =  -0.468193 
## Iteration 11 lambda =  -0.4689106 
## Iteration 12 lambda =  -0.4692694 
## Iteration 13 lambda =  -0.4694488 
## Iteration 14 lambda =  -0.4695385 
## Iteration 15 lambda =  -0.4695834 
## Iteration 16 lambda =  -0.4696058 
## Iteration 17 lambda =  -0.469617 
## Iteration 18 lambda =  -0.4696226 
## Iteration 19 lambda =  -0.4696254 
## Iteration 20 lambda =  -0.4696268 
## Iteration 21 lambda =  -0.4696275 
## Iteration 22 lambda =  -0.4696279 
## Iteration 23 lambda =  -0.4696281 
## Iteration 24 lambda =  -0.4696281 
## Iteration 1 lambda =  0.3675584 
## Iteration 2 lambda =  0.05133767 
## Iteration 3 lambda =  -0.1067727 
## Iteration 4 lambda =  -0.1858279 
## Iteration 5 lambda =  -0.2253555 
## Iteration 6 lambda =  -0.2451193 
## Iteration 7 lambda =  -0.2550012 
## Iteration 8 lambda =  -0.2599422 
## Iteration 9 lambda =  -0.2624126 
## Iteration 10 lambda =  -0.2636479 
## Iteration 11 lambda =  -0.2642655 
## Iteration 12 lambda =  -0.2645743 
## Iteration 13 lambda =  -0.2647287 
## Iteration 14 lambda =  -0.2648059 
## Iteration 15 lambda =  -0.2648445 
## Iteration 16 lambda =  -0.2648638 
## Iteration 17 lambda =  -0.2648735 
## Iteration 18 lambda =  -0.2648783 
## Iteration 19 lambda =  -0.2648807 
## Iteration 20 lambda =  -0.2648819 
## Iteration 21 lambda =  -0.2648825 
## Iteration 22 lambda =  -0.2648828 
## Iteration 23 lambda =  -0.264883 
## Iteration 24 lambda =  -0.264883 
## Iteration 1 lambda =  0.3316625 
## Iteration 2 lambda =  -0.002506187 
## Iteration 3 lambda =  -0.1695906 
## Iteration 4 lambda =  -0.2531327 
## Iteration 5 lambda =  -0.2949038 
## Iteration 6 lambda =  -0.3157894 
## Iteration 7 lambda =  -0.3262321 
## Iteration 8 lambda =  -0.3314535 
## Iteration 9 lambda =  -0.3340642 
## Iteration 10 lambda =  -0.3353696 
## Iteration 11 lambda =  -0.3360222 
## Iteration 12 lambda =  -0.3363486 
## Iteration 13 lambda =  -0.3365117 
## Iteration 14 lambda =  -0.3365933 
## Iteration 15 lambda =  -0.3366341 
## Iteration 16 lambda =  -0.3366545 
## Iteration 17 lambda =  -0.3366647 
## Iteration 18 lambda =  -0.3366698 
## Iteration 19 lambda =  -0.3366724 
## Iteration 20 lambda =  -0.3366736 
## Iteration 21 lambda =  -0.3366743 
## Iteration 22 lambda =  -0.3366746 
## Iteration 23 lambda =  -0.3366748 
## Iteration 24 lambda =  -0.3366748 
## Iteration 1 lambda =  0.2873571 
## Iteration 2 lambda =  -0.06896433 
## Iteration 3 lambda =  -0.2471251 
## Iteration 4 lambda =  -0.3362054 
## Iteration 5 lambda =  -0.3807456 
## Iteration 6 lambda =  -0.4030157 
## Iteration 7 lambda =  -0.4141507 
## Iteration 8 lambda =  -0.4197183 
## Iteration 9 lambda =  -0.422502 
## Iteration 10 lambda =  -0.4238939 
## Iteration 11 lambda =  -0.4245898 
## Iteration 12 lambda =  -0.4249378 
## Iteration 13 lambda =  -0.4251118 
## Iteration 14 lambda =  -0.4251988 
## Iteration 15 lambda =  -0.4252423 
## Iteration 16 lambda =  -0.425264 
## Iteration 17 lambda =  -0.4252749 
## Iteration 18 lambda =  -0.4252803 
## Iteration 19 lambda =  -0.4252831 
## Iteration 20 lambda =  -0.4252844 
## Iteration 21 lambda =  -0.4252851 
## Iteration 22 lambda =  -0.4252854 
## Iteration 23 lambda =  -0.4252856 
## Iteration 24 lambda =  -0.4252857 
## Iteration 1 lambda =  0.2783672 
## Iteration 2 lambda =  -0.08244917 
## Iteration 3 lambda =  -0.2628574 
## Iteration 4 lambda =  -0.3530615 
## Iteration 5 lambda =  -0.3981635 
## Iteration 6 lambda =  -0.4207145 
## Iteration 7 lambda =  -0.43199 
## Iteration 8 lambda =  -0.4376278 
## Iteration 9 lambda =  -0.4404467 
## Iteration 10 lambda =  -0.4418561 
## Iteration 11 lambda =  -0.4425608 
## Iteration 12 lambda =  -0.4429132 
## Iteration 13 lambda =  -0.4430894 
## Iteration 14 lambda =  -0.4431775 
## Iteration 15 lambda =  -0.4432215 
## Iteration 16 lambda =  -0.4432435 
## Iteration 17 lambda =  -0.4432545 
## Iteration 18 lambda =  -0.44326 
## Iteration 19 lambda =  -0.4432628 
## Iteration 20 lambda =  -0.4432642 
## Iteration 21 lambda =  -0.4432649 
## Iteration 22 lambda =  -0.4432652 
## Iteration 23 lambda =  -0.4432654 
## Iteration 24 lambda =  -0.4432655 
## Iteration 1 lambda =  0.3121143 
## Iteration 2 lambda =  -0.0318285 
## Iteration 3 lambda =  -0.2037999 
## Iteration 4 lambda =  -0.2897856 
## Iteration 5 lambda =  -0.3327785 
## Iteration 6 lambda =  -0.3542749 
## Iteration 7 lambda =  -0.3650231 
## Iteration 8 lambda =  -0.3703972 
## Iteration 9 lambda =  -0.3730843 
## Iteration 10 lambda =  -0.3744278 
## Iteration 11 lambda =  -0.3750996 
## Iteration 12 lambda =  -0.3754355 
## Iteration 13 lambda =  -0.3756034 
## Iteration 14 lambda =  -0.3756874 
## Iteration 15 lambda =  -0.3757293 
## Iteration 16 lambda =  -0.3757503 
## Iteration 17 lambda =  -0.3757608 
## Iteration 18 lambda =  -0.3757661 
## Iteration 19 lambda =  -0.3757687 
## Iteration 20 lambda =  -0.37577 
## Iteration 21 lambda =  -0.3757707 
## Iteration 22 lambda =  -0.375771 
## Iteration 23 lambda =  -0.3757712 
## Iteration 24 lambda =  -0.3757713 
## Iteration 1 lambda =  0.3399958 
## Iteration 2 lambda =  0.009993741 
## Iteration 3 lambda =  -0.1550073 
## Iteration 4 lambda =  -0.2375078 
## Iteration 5 lambda =  -0.2787581 
## Iteration 6 lambda =  -0.2993832 
## Iteration 7 lambda =  -0.3096958 
## Iteration 8 lambda =  -0.3148521 
## Iteration 9 lambda =  -0.3174302 
## Iteration 10 lambda =  -0.3187193 
## Iteration 11 lambda =  -0.3193638 
## Iteration 12 lambda =  -0.3196861 
## Iteration 13 lambda =  -0.3198472 
## Iteration 14 lambda =  -0.3199278 
## Iteration 15 lambda =  -0.3199681 
## Iteration 16 lambda =  -0.3199882 
## Iteration 17 lambda =  -0.3199983 
## Iteration 18 lambda =  -0.3200033 
## Iteration 19 lambda =  -0.3200058 
## Iteration 20 lambda =  -0.3200071 
## Iteration 21 lambda =  -0.3200077 
## Iteration 22 lambda =  -0.320008 
## Iteration 23 lambda =  -0.3200082 
## Iteration 24 lambda =  -0.3200083 
## Iteration 1 lambda =  0.294874 
## Iteration 2 lambda =  -0.05768899 
## Iteration 3 lambda =  -0.2339705 
## Iteration 4 lambda =  -0.3221112 
## Iteration 5 lambda =  -0.3661816 
## Iteration 6 lambda =  -0.3882168 
## Iteration 7 lambda =  -0.3992344 
## Iteration 8 lambda =  -0.4047432 
## Iteration 9 lambda =  -0.4074976 
## Iteration 10 lambda =  -0.4088748 
## Iteration 11 lambda =  -0.4095634 
## Iteration 12 lambda =  -0.4099077 
## Iteration 13 lambda =  -0.4100798 
## Iteration 14 lambda =  -0.4101659 
## Iteration 15 lambda =  -0.410209 
## Iteration 16 lambda =  -0.4102305 
## Iteration 17 lambda =  -0.4102412 
## Iteration 18 lambda =  -0.4102466 
## Iteration 19 lambda =  -0.4102493 
## Iteration 20 lambda =  -0.4102506 
## Iteration 21 lambda =  -0.4102513 
## Iteration 22 lambda =  -0.4102517 
## Iteration 23 lambda =  -0.4102518 
## Iteration 24 lambda =  -0.4102519 
## Iteration 1 lambda =  0.3864693 
## Iteration 2 lambda =  0.07970396 
## Iteration 3 lambda =  -0.07367871 
## Iteration 4 lambda =  -0.1503701 
## Iteration 5 lambda =  -0.1887157 
## Iteration 6 lambda =  -0.2078886 
## Iteration 7 lambda =  -0.217475 
## Iteration 8 lambda =  -0.2222682 
## Iteration 9 lambda =  -0.2246648 
## Iteration 10 lambda =  -0.2258631 
## Iteration 11 lambda =  -0.2264622 
## Iteration 12 lambda =  -0.2267618 
## Iteration 13 lambda =  -0.2269116 
## Iteration 14 lambda =  -0.2269865 
## Iteration 15 lambda =  -0.2270239 
## Iteration 16 lambda =  -0.2270427 
## Iteration 17 lambda =  -0.227052 
## Iteration 18 lambda =  -0.2270567 
## Iteration 19 lambda =  -0.227059 
## Iteration 20 lambda =  -0.2270602 
## Iteration 21 lambda =  -0.2270608 
## Iteration 22 lambda =  -0.2270611 
## Iteration 23 lambda =  -0.2270612 
## Iteration 24 lambda =  -0.2270613 
## Iteration 1 lambda =  0.3090713 
## Iteration 2 lambda =  -0.0363931 
## Iteration 3 lambda =  -0.2091253 
## Iteration 4 lambda =  -0.2954914 
## Iteration 5 lambda =  -0.3386744 
## Iteration 6 lambda =  -0.3602659 
## Iteration 7 lambda =  -0.3710617 
## Iteration 8 lambda =  -0.3764596 
## Iteration 9 lambda =  -0.3791585 
## Iteration 10 lambda =  -0.380508 
## Iteration 11 lambda =  -0.3811827 
## Iteration 12 lambda =  -0.3815201 
## Iteration 13 lambda =  -0.3816888 
## Iteration 14 lambda =  -0.3817731 
## Iteration 15 lambda =  -0.3818153 
## Iteration 16 lambda =  -0.3818364 
## Iteration 17 lambda =  -0.3818469 
## Iteration 18 lambda =  -0.3818522 
## Iteration 19 lambda =  -0.3818548 
## Iteration 20 lambda =  -0.3818561 
## Iteration 21 lambda =  -0.3818568 
## Iteration 22 lambda =  -0.3818571 
## Iteration 23 lambda =  -0.3818573 
## Iteration 24 lambda =  -0.3818574 
## Iteration 1 lambda =  0.3439045 
## Iteration 2 lambda =  0.01585668 
## Iteration 3 lambda =  -0.1481672 
## Iteration 4 lambda =  -0.2301792 
## Iteration 5 lambda =  -0.2711851 
## Iteration 6 lambda =  -0.2916881 
## Iteration 7 lambda =  -0.3019396 
## Iteration 8 lambda =  -0.3070654 
## Iteration 9 lambda =  -0.3096282 
## Iteration 10 lambda =  -0.3109097 
## Iteration 11 lambda =  -0.3115504 
## Iteration 12 lambda =  -0.3118707 
## Iteration 13 lambda =  -0.3120309 
## Iteration 14 lambda =  -0.312111 
## Iteration 15 lambda =  -0.3121511 
## Iteration 16 lambda =  -0.3121711 
## Iteration 17 lambda =  -0.3121811 
## Iteration 18 lambda =  -0.3121861 
## Iteration 19 lambda =  -0.3121886 
## Iteration 20 lambda =  -0.3121898 
## Iteration 21 lambda =  -0.3121905 
## Iteration 22 lambda =  -0.3121908 
## Iteration 23 lambda =  -0.3121909 
## Iteration 24 lambda =  -0.312191 
## Iteration 1 lambda =  0.3196067 
## Iteration 2 lambda =  -0.02058997 
## Iteration 3 lambda =  -0.1906883 
## Iteration 4 lambda =  -0.2757375 
## Iteration 5 lambda =  -0.318262 
## Iteration 6 lambda =  -0.3395243 
## Iteration 7 lambda =  -0.3501555 
## Iteration 8 lambda =  -0.3554711 
## Iteration 9 lambda =  -0.3581288 
## Iteration 10 lambda =  -0.3594577 
## Iteration 11 lambda =  -0.3601222 
## Iteration 12 lambda =  -0.3604544 
## Iteration 13 lambda =  -0.3606205 
## Iteration 14 lambda =  -0.3607036 
## Iteration 15 lambda =  -0.3607451 
## Iteration 16 lambda =  -0.3607659 
## Iteration 17 lambda =  -0.3607762 
## Iteration 18 lambda =  -0.3607814 
## Iteration 19 lambda =  -0.360784 
## Iteration 20 lambda =  -0.3607853 
## Iteration 21 lambda =  -0.360786 
## Iteration 22 lambda =  -0.3607863 
## Iteration 23 lambda =  -0.3607865 
## Iteration 24 lambda =  -0.3607866 
## Iteration 1 lambda =  0.3054312 
## Iteration 2 lambda =  -0.04185319 
## Iteration 3 lambda =  -0.2154954 
## Iteration 4 lambda =  -0.3023165 
## Iteration 5 lambda =  -0.345727 
## Iteration 6 lambda =  -0.3674323 
## Iteration 7 lambda =  -0.3782849 
## Iteration 8 lambda =  -0.3837113 
## Iteration 9 lambda =  -0.3864244 
## Iteration 10 lambda =  -0.387781 
## Iteration 11 lambda =  -0.3884593 
## Iteration 12 lambda =  -0.3887984 
## Iteration 13 lambda =  -0.388968 
## Iteration 14 lambda =  -0.3890528 
## Iteration 15 lambda =  -0.3890952 
## Iteration 16 lambda =  -0.3891164 
## Iteration 17 lambda =  -0.389127 
## Iteration 18 lambda =  -0.3891323 
## Iteration 19 lambda =  -0.3891349 
## Iteration 20 lambda =  -0.3891363 
## Iteration 21 lambda =  -0.3891369 
## Iteration 22 lambda =  -0.3891373 
## Iteration 23 lambda =  -0.3891374 
## Iteration 24 lambda =  -0.3891375 
## Iteration 1 lambda =  0.3653601 
## Iteration 2 lambda =  0.04804012 
## Iteration 3 lambda =  -0.1106199 
## Iteration 4 lambda =  -0.1899498 
## Iteration 5 lambda =  -0.2296148 
## Iteration 6 lambda =  -0.2494473 
## Iteration 7 lambda =  -0.2593636 
## Iteration 8 lambda =  -0.2643217 
## Iteration 9 lambda =  -0.2668008 
## Iteration 10 lambda =  -0.2680403 
## Iteration 11 lambda =  -0.2686601 
## Iteration 12 lambda =  -0.26897 
## Iteration 13 lambda =  -0.2691249 
## Iteration 14 lambda =  -0.2692024 
## Iteration 15 lambda =  -0.2692411 
## Iteration 16 lambda =  -0.2692605 
## Iteration 17 lambda =  -0.2692701 
## Iteration 18 lambda =  -0.269275 
## Iteration 19 lambda =  -0.2692774 
## Iteration 20 lambda =  -0.2692786 
## Iteration 21 lambda =  -0.2692792 
## Iteration 22 lambda =  -0.2692795 
## Iteration 23 lambda =  -0.2692797 
## Iteration 24 lambda =  -0.2692798 
## Iteration 1 lambda =  0.3654942 
## Iteration 2 lambda =  0.04824134 
## Iteration 3 lambda =  -0.1103851 
## Iteration 4 lambda =  -0.1896983 
## Iteration 5 lambda =  -0.2293549 
## Iteration 6 lambda =  -0.2491832 
## Iteration 7 lambda =  -0.2590974 
## Iteration 8 lambda =  -0.2640545 
## Iteration 9 lambda =  -0.266533 
## Iteration 10 lambda =  -0.2677723 
## Iteration 11 lambda =  -0.2683919 
## Iteration 12 lambda =  -0.2687017 
## Iteration 13 lambda =  -0.2688566 
## Iteration 14 lambda =  -0.2689341 
## Iteration 15 lambda =  -0.2689728 
## Iteration 16 lambda =  -0.2689922 
## Iteration 17 lambda =  -0.2690019 
## Iteration 18 lambda =  -0.2690067 
## Iteration 19 lambda =  -0.2690091 
## Iteration 20 lambda =  -0.2690103 
## Iteration 21 lambda =  -0.2690109 
## Iteration 22 lambda =  -0.2690112 
## Iteration 23 lambda =  -0.2690114 
## Iteration 24 lambda =  -0.2690115 
## Iteration 1 lambda =  0.3173877 
## Iteration 2 lambda =  -0.02391841 
## Iteration 3 lambda =  -0.1945715 
## Iteration 4 lambda =  -0.279898 
## Iteration 5 lambda =  -0.3225613 
## Iteration 6 lambda =  -0.3438929 
## Iteration 7 lambda =  -0.3545587 
## Iteration 8 lambda =  -0.3598916 
## Iteration 9 lambda =  -0.3625581 
## Iteration 10 lambda =  -0.3638913 
## Iteration 11 lambda =  -0.3645579 
## Iteration 12 lambda =  -0.3648912 
## Iteration 13 lambda =  -0.3650579 
## Iteration 14 lambda =  -0.3651412 
## Iteration 15 lambda =  -0.3651829 
## Iteration 16 lambda =  -0.3652037 
## Iteration 17 lambda =  -0.3652141 
## Iteration 18 lambda =  -0.3652193 
## Iteration 19 lambda =  -0.3652219 
## Iteration 20 lambda =  -0.3652232 
## Iteration 21 lambda =  -0.3652239 
## Iteration 22 lambda =  -0.3652242 
## Iteration 23 lambda =  -0.3652244 
## Iteration 24 lambda =  -0.3652245 
## Iteration 1 lambda =  0.2863032 
## Iteration 2 lambda =  -0.07054523 
## Iteration 3 lambda =  -0.2489694 
## Iteration 4 lambda =  -0.3381815 
## Iteration 5 lambda =  -0.3827876 
## Iteration 6 lambda =  -0.4050906 
## Iteration 7 lambda =  -0.4162421 
## Iteration 8 lambda =  -0.4218179 
## Iteration 9 lambda =  -0.4246058 
## Iteration 10 lambda =  -0.4259997 
## Iteration 11 lambda =  -0.4266967 
## Iteration 12 lambda =  -0.4270452 
## Iteration 13 lambda =  -0.4272194 
## Iteration 14 lambda =  -0.4273065 
## Iteration 15 lambda =  -0.4273501 
## Iteration 16 lambda =  -0.4273719 
## Iteration 17 lambda =  -0.4273828 
## Iteration 18 lambda =  -0.4273882 
## Iteration 19 lambda =  -0.4273909 
## Iteration 20 lambda =  -0.4273923 
## Iteration 21 lambda =  -0.427393 
## Iteration 22 lambda =  -0.4273933 
## Iteration 23 lambda =  -0.4273935 
## Iteration 24 lambda =  -0.4273936 
## Iteration 1 lambda =  0.2943857 
## Iteration 2 lambda =  -0.05842143 
## Iteration 3 lambda =  -0.234825 
## Iteration 4 lambda =  -0.3230268 
## Iteration 5 lambda =  -0.3671277 
## Iteration 6 lambda =  -0.3891781 
## Iteration 7 lambda =  -0.4002034 
## Iteration 8 lambda =  -0.405716 
## Iteration 9 lambda =  -0.4084723 
## Iteration 10 lambda =  -0.4098504 
## Iteration 11 lambda =  -0.4105395 
## Iteration 12 lambda =  -0.410884 
## Iteration 13 lambda =  -0.4110563 
## Iteration 14 lambda =  -0.4111424 
## Iteration 15 lambda =  -0.4111855 
## Iteration 16 lambda =  -0.411207 
## Iteration 17 lambda =  -0.4112178 
## Iteration 18 lambda =  -0.4112232 
## Iteration 19 lambda =  -0.4112259 
## Iteration 20 lambda =  -0.4112272 
## Iteration 21 lambda =  -0.4112279 
## Iteration 22 lambda =  -0.4112282 
## Iteration 23 lambda =  -0.4112284 
## Iteration 24 lambda =  -0.4112285 
## Iteration 1 lambda =  0.2993907 
## Iteration 2 lambda =  -0.05091398 
## Iteration 3 lambda =  -0.2260663 
## Iteration 4 lambda =  -0.3136425 
## Iteration 5 lambda =  -0.3574306 
## Iteration 6 lambda =  -0.3793246 
## Iteration 7 lambda =  -0.3902716 
## Iteration 8 lambda =  -0.3957451 
## Iteration 9 lambda =  -0.3984819 
## Iteration 10 lambda =  -0.3998503 
## Iteration 11 lambda =  -0.4005345 
## Iteration 12 lambda =  -0.4008765 
## Iteration 13 lambda =  -0.4010476 
## Iteration 14 lambda =  -0.4011331 
## Iteration 15 lambda =  -0.4011759 
## Iteration 16 lambda =  -0.4011973 
## Iteration 17 lambda =  -0.401208 
## Iteration 18 lambda =  -0.4012133 
## Iteration 19 lambda =  -0.401216 
## Iteration 20 lambda =  -0.4012173 
## Iteration 21 lambda =  -0.401218 
## Iteration 22 lambda =  -0.4012183 
## Iteration 23 lambda =  -0.4012185 
## Iteration 24 lambda =  -0.4012186 
## Iteration 1 lambda =  0.3419307 
## Iteration 2 lambda =  0.01289608 
## Iteration 3 lambda =  -0.1516212 
## Iteration 4 lambda =  -0.2338799 
## Iteration 5 lambda =  -0.2750092 
## Iteration 6 lambda =  -0.2955739 
## Iteration 7 lambda =  -0.3058562 
## Iteration 8 lambda =  -0.3109974 
## Iteration 9 lambda =  -0.313568 
## Iteration 10 lambda =  -0.3148533 
## Iteration 11 lambda =  -0.3154959 
## Iteration 12 lambda =  -0.3158172 
## Iteration 13 lambda =  -0.3159779 
## Iteration 14 lambda =  -0.3160582 
## Iteration 15 lambda =  -0.3160984 
## Iteration 16 lambda =  -0.3161185 
## Iteration 17 lambda =  -0.3161285 
## Iteration 18 lambda =  -0.3161335 
## Iteration 19 lambda =  -0.316136 
## Iteration 20 lambda =  -0.3161373 
## Iteration 21 lambda =  -0.3161379 
## Iteration 22 lambda =  -0.3161382 
## Iteration 23 lambda =  -0.3161384 
## Iteration 24 lambda =  -0.3161385 
## Iteration 1 lambda =  0.2749591 
## Iteration 2 lambda =  -0.08756132 
## Iteration 3 lambda =  -0.2688215 
## Iteration 4 lambda =  -0.3594516 
## Iteration 5 lambda =  -0.4047667 
## Iteration 6 lambda =  -0.4274242 
## Iteration 7 lambda =  -0.438753 
## Iteration 8 lambda =  -0.4444174 
## Iteration 9 lambda =  -0.4472496 
## Iteration 10 lambda =  -0.4486657 
## Iteration 11 lambda =  -0.4493737 
## Iteration 12 lambda =  -0.4497277 
## Iteration 13 lambda =  -0.4499047 
## Iteration 14 lambda =  -0.4499933 
## Iteration 15 lambda =  -0.4500375 
## Iteration 16 lambda =  -0.4500596 
## Iteration 17 lambda =  -0.4500707 
## Iteration 18 lambda =  -0.4500762 
## Iteration 19 lambda =  -0.450079 
## Iteration 20 lambda =  -0.4500804 
## Iteration 21 lambda =  -0.4500811 
## Iteration 22 lambda =  -0.4500814 
## Iteration 23 lambda =  -0.4500816 
## Iteration 24 lambda =  -0.4500817 
## Iteration 1 lambda =  0.2434263 
## Iteration 2 lambda =  -0.1348605 
## Iteration 3 lambda =  -0.324004 
## Iteration 4 lambda =  -0.4185757 
## Iteration 5 lambda =  -0.4658615 
## Iteration 6 lambda =  -0.4895045 
## Iteration 7 lambda =  -0.5013259 
## Iteration 8 lambda =  -0.5072367 
## Iteration 9 lambda =  -0.510192 
## Iteration 10 lambda =  -0.5116697 
## Iteration 11 lambda =  -0.5124085 
## Iteration 12 lambda =  -0.512778 
## Iteration 13 lambda =  -0.5129627 
## Iteration 14 lambda =  -0.513055 
## Iteration 15 lambda =  -0.5131012 
## Iteration 16 lambda =  -0.5131243 
## Iteration 17 lambda =  -0.5131358 
## Iteration 18 lambda =  -0.5131416 
## Iteration 19 lambda =  -0.5131445 
## Iteration 20 lambda =  -0.5131459 
## Iteration 21 lambda =  -0.5131467 
## Iteration 22 lambda =  -0.513147 
## Iteration 23 lambda =  -0.5131472 
## Iteration 24 lambda =  -0.5131473 
## Iteration 1 lambda =  0.2778236 
## Iteration 2 lambda =  -0.08326464 
## Iteration 3 lambda =  -0.2638087 
## Iteration 4 lambda =  -0.3540808 
## Iteration 5 lambda =  -0.3992168 
## Iteration 6 lambda =  -0.4217848 
## Iteration 7 lambda =  -0.4330688 
## Iteration 8 lambda =  -0.4387108 
## Iteration 9 lambda =  -0.4415319 
## Iteration 10 lambda =  -0.4429424 
## Iteration 11 lambda =  -0.4436476 
## Iteration 12 lambda =  -0.4440002 
## Iteration 13 lambda =  -0.4441765 
## Iteration 14 lambda =  -0.4442647 
## Iteration 15 lambda =  -0.4443088 
## Iteration 16 lambda =  -0.4443308 
## Iteration 17 lambda =  -0.4443418 
## Iteration 18 lambda =  -0.4443473 
## Iteration 19 lambda =  -0.4443501 
## Iteration 20 lambda =  -0.4443515 
## Iteration 21 lambda =  -0.4443522 
## Iteration 22 lambda =  -0.4443525 
## Iteration 23 lambda =  -0.4443527 
## Iteration 24 lambda =  -0.4443528 
## Iteration 1 lambda =  0.3360362 
## Iteration 2 lambda =  0.004054362 
## Iteration 3 lambda =  -0.1619366 
## Iteration 4 lambda =  -0.244932 
## Iteration 5 lambda =  -0.2864298 
## Iteration 6 lambda =  -0.3071787 
## Iteration 7 lambda =  -0.3175531 
## Iteration 8 lambda =  -0.3227403 
## Iteration 9 lambda =  -0.3253339 
## Iteration 10 lambda =  -0.3266307 
## Iteration 11 lambda =  -0.3272791 
## Iteration 12 lambda =  -0.3276033 
## Iteration 13 lambda =  -0.3277654 
## Iteration 14 lambda =  -0.3278465 
## Iteration 15 lambda =  -0.327887 
## Iteration 16 lambda =  -0.3279073 
## Iteration 17 lambda =  -0.3279174 
## Iteration 18 lambda =  -0.3279225 
## Iteration 19 lambda =  -0.327925 
## Iteration 20 lambda =  -0.3279263 
## Iteration 21 lambda =  -0.3279269 
## Iteration 22 lambda =  -0.3279272 
## Iteration 23 lambda =  -0.3279274 
## Iteration 24 lambda =  -0.3279274 
## Iteration 1 lambda =  0.306043 
## Iteration 2 lambda =  -0.04093547 
## Iteration 3 lambda =  -0.2144247 
## Iteration 4 lambda =  -0.3011693 
## Iteration 5 lambda =  -0.3445416 
## Iteration 6 lambda =  -0.3662278 
## Iteration 7 lambda =  -0.3770709 
## Iteration 8 lambda =  -0.3824924 
## Iteration 9 lambda =  -0.3852032 
## Iteration 10 lambda =  -0.3865586 
## Iteration 11 lambda =  -0.3872363 
## Iteration 12 lambda =  -0.3875751 
## Iteration 13 lambda =  -0.3877445 
## Iteration 14 lambda =  -0.3878292 
## Iteration 15 lambda =  -0.3878716 
## Iteration 16 lambda =  -0.3878928 
## Iteration 17 lambda =  -0.3879034 
## Iteration 18 lambda =  -0.3879087 
## Iteration 19 lambda =  -0.3879113 
## Iteration 20 lambda =  -0.3879126 
## Iteration 21 lambda =  -0.3879133 
## Iteration 22 lambda =  -0.3879136 
## Iteration 23 lambda =  -0.3879138 
## Iteration 24 lambda =  -0.3879139 
## Iteration 1 lambda =  0.3545918 
## Iteration 2 lambda =  0.0318877 
## Iteration 3 lambda =  -0.1294643 
## Iteration 4 lambda =  -0.2101404 
## Iteration 5 lambda =  -0.2504784 
## Iteration 6 lambda =  -0.2706474 
## Iteration 7 lambda =  -0.2807319 
## Iteration 8 lambda =  -0.2857741 
## Iteration 9 lambda =  -0.2882953 
## Iteration 10 lambda =  -0.2895558 
## Iteration 11 lambda =  -0.2901861 
## Iteration 12 lambda =  -0.2905013 
## Iteration 13 lambda =  -0.2906588 
## Iteration 14 lambda =  -0.2907376 
## Iteration 15 lambda =  -0.290777 
## Iteration 16 lambda =  -0.2907967 
## Iteration 17 lambda =  -0.2908065 
## Iteration 18 lambda =  -0.2908115 
## Iteration 19 lambda =  -0.2908139 
## Iteration 20 lambda =  -0.2908152 
## Iteration 21 lambda =  -0.2908158 
## Iteration 22 lambda =  -0.2908161 
## Iteration 23 lambda =  -0.2908162 
## Iteration 24 lambda =  -0.2908163 
## Iteration 1 lambda =  0.3741496 
## Iteration 2 lambda =  0.06122441 
## Iteration 3 lambda =  -0.09523819 
## Iteration 4 lambda =  -0.1734695 
## Iteration 5 lambda =  -0.2125851 
## Iteration 6 lambda =  -0.232143 
## Iteration 7 lambda =  -0.2419219 
## Iteration 8 lambda =  -0.2468113 
## Iteration 9 lambda =  -0.2492561 
## Iteration 10 lambda =  -0.2504784 
## Iteration 11 lambda =  -0.2510896 
## Iteration 12 lambda =  -0.2513952 
## Iteration 13 lambda =  -0.251548 
## Iteration 14 lambda =  -0.2516244 
## Iteration 15 lambda =  -0.2516626 
## Iteration 16 lambda =  -0.2516817 
## Iteration 17 lambda =  -0.2516912 
## Iteration 18 lambda =  -0.251696 
## Iteration 19 lambda =  -0.2516984 
## Iteration 20 lambda =  -0.2516996 
## Iteration 21 lambda =  -0.2517002 
## Iteration 22 lambda =  -0.2517005 
## Iteration 23 lambda =  -0.2517006 
## Iteration 24 lambda =  -0.2517007 
## Iteration 1 lambda =  0.261431 
## Iteration 2 lambda =  -0.1078535 
## Iteration 3 lambda =  -0.2924957 
## Iteration 4 lambda =  -0.3848168 
## Iteration 5 lambda =  -0.4309774 
## Iteration 6 lambda =  -0.4540577 
## Iteration 7 lambda =  -0.4655978 
## Iteration 8 lambda =  -0.4713679 
## Iteration 9 lambda =  -0.4742529 
## Iteration 10 lambda =  -0.4756955 
## Iteration 11 lambda =  -0.4764167 
## Iteration 12 lambda =  -0.4767773 
## Iteration 13 lambda =  -0.4769577 
## Iteration 14 lambda =  -0.4770478 
## Iteration 15 lambda =  -0.4770929 
## Iteration 16 lambda =  -0.4771154 
## Iteration 17 lambda =  -0.4771267 
## Iteration 18 lambda =  -0.4771323 
## Iteration 19 lambda =  -0.4771352 
## Iteration 20 lambda =  -0.4771366 
## Iteration 21 lambda =  -0.4771373 
## Iteration 22 lambda =  -0.4771376 
## Iteration 23 lambda =  -0.4771378 
## Iteration 24 lambda =  -0.4771379 
## Iteration 1 lambda =  0.3466863 
## Iteration 2 lambda =  0.02002952 
## Iteration 3 lambda =  -0.1432989 
## Iteration 4 lambda =  -0.2249631 
## Iteration 5 lambda =  -0.2657952 
## Iteration 6 lambda =  -0.2862113 
## Iteration 7 lambda =  -0.2964193 
## Iteration 8 lambda =  -0.3015233 
## Iteration 9 lambda =  -0.3040753 
## Iteration 10 lambda =  -0.3053513 
## Iteration 11 lambda =  -0.3059893 
## Iteration 12 lambda =  -0.3063083 
## Iteration 13 lambda =  -0.3064678 
## Iteration 14 lambda =  -0.3065476 
## Iteration 15 lambda =  -0.3065874 
## Iteration 16 lambda =  -0.3066074 
## Iteration 17 lambda =  -0.3066173 
## Iteration 18 lambda =  -0.3066223 
## Iteration 19 lambda =  -0.3066248 
## Iteration 20 lambda =  -0.3066261 
## Iteration 21 lambda =  -0.3066267 
## Iteration 22 lambda =  -0.306627 
## Iteration 23 lambda =  -0.3066272 
## Iteration 24 lambda =  -0.3066272 
## Iteration 1 lambda =  0.3322578 
## Iteration 2 lambda =  -0.001613332 
## Iteration 3 lambda =  -0.1685489 
## Iteration 4 lambda =  -0.2520167 
## Iteration 5 lambda =  -0.2937506 
## Iteration 6 lambda =  -0.3146175 
## Iteration 7 lambda =  -0.325051 
## Iteration 8 lambda =  -0.3302677 
## Iteration 9 lambda =  -0.3328761 
## Iteration 10 lambda =  -0.3341803 
## Iteration 11 lambda =  -0.3348324 
## Iteration 12 lambda =  -0.3351584 
## Iteration 13 lambda =  -0.3353214 
## Iteration 14 lambda =  -0.3354029 
## Iteration 15 lambda =  -0.3354437 
## Iteration 16 lambda =  -0.3354641 
## Iteration 17 lambda =  -0.3354743 
## Iteration 18 lambda =  -0.3354793 
## Iteration 19 lambda =  -0.3354819 
## Iteration 20 lambda =  -0.3354832 
## Iteration 21 lambda =  -0.3354838 
## Iteration 22 lambda =  -0.3354841 
## Iteration 23 lambda =  -0.3354843 
## Iteration 24 lambda =  -0.3354844 
## Iteration 1 lambda =  0.3125731 
## Iteration 2 lambda =  -0.03114035 
## Iteration 3 lambda =  -0.2029971 
## Iteration 4 lambda =  -0.2889254 
## Iteration 5 lambda =  -0.3318896 
## Iteration 6 lambda =  -0.3533717 
## Iteration 7 lambda =  -0.3641128 
## Iteration 8 lambda =  -0.3694833 
## Iteration 9 lambda =  -0.3721685 
## Iteration 10 lambda =  -0.3735112 
## Iteration 11 lambda =  -0.3741825 
## Iteration 12 lambda =  -0.3745181 
## Iteration 13 lambda =  -0.374686 
## Iteration 14 lambda =  -0.3747699 
## Iteration 15 lambda =  -0.3748118 
## Iteration 16 lambda =  -0.3748328 
## Iteration 17 lambda =  -0.3748433 
## Iteration 18 lambda =  -0.3748486 
## Iteration 19 lambda =  -0.3748512 
## Iteration 20 lambda =  -0.3748525 
## Iteration 21 lambda =  -0.3748531 
## Iteration 22 lambda =  -0.3748535 
## Iteration 23 lambda =  -0.3748536 
## Iteration 24 lambda =  -0.3748537 
## Iteration 1 lambda =  0.3487131 
## Iteration 2 lambda =  0.02306968 
## Iteration 3 lambda =  -0.139752 
## Iteration 4 lambda =  -0.2211629 
## Iteration 5 lambda =  -0.2618683 
## Iteration 6 lambda =  -0.282221 
## Iteration 7 lambda =  -0.2923974 
## Iteration 8 lambda =  -0.2974856 
## Iteration 9 lambda =  -0.3000297 
## Iteration 10 lambda =  -0.3013017 
## Iteration 11 lambda =  -0.3019377 
## Iteration 12 lambda =  -0.3022557 
## Iteration 13 lambda =  -0.3024147 
## Iteration 14 lambda =  -0.3024943 
## Iteration 15 lambda =  -0.302534 
## Iteration 16 lambda =  -0.3025539 
## Iteration 17 lambda =  -0.3025638 
## Iteration 18 lambda =  -0.3025688 
## Iteration 19 lambda =  -0.3025713 
## Iteration 20 lambda =  -0.3025725 
## Iteration 21 lambda =  -0.3025731 
## Iteration 22 lambda =  -0.3025734 
## Iteration 23 lambda =  -0.3025736 
## Iteration 24 lambda =  -0.3025737 
## Iteration 1 lambda =  0.2861706 
## Iteration 2 lambda =  -0.07074412 
## Iteration 3 lambda =  -0.2492015 
## Iteration 4 lambda =  -0.3384302 
## Iteration 5 lambda =  -0.3830445 
## Iteration 6 lambda =  -0.4053517 
## Iteration 7 lambda =  -0.4165052 
## Iteration 8 lambda =  -0.422082 
## Iteration 9 lambda =  -0.4248704 
## Iteration 10 lambda =  -0.4262646 
## Iteration 11 lambda =  -0.4269617 
## Iteration 12 lambda =  -0.4273103 
## Iteration 13 lambda =  -0.4274846 
## Iteration 14 lambda =  -0.4275717 
## Iteration 15 lambda =  -0.4276153 
## Iteration 16 lambda =  -0.427637 
## Iteration 17 lambda =  -0.4276479 
## Iteration 18 lambda =  -0.4276534 
## Iteration 19 lambda =  -0.4276561 
## Iteration 20 lambda =  -0.4276575 
## Iteration 21 lambda =  -0.4276581 
## Iteration 22 lambda =  -0.4276585 
## Iteration 23 lambda =  -0.4276587 
## Iteration 24 lambda =  -0.4276587 
## Iteration 1 lambda =  0.3449292 
## Iteration 2 lambda =  0.01739381 
## Iteration 3 lambda =  -0.1463739 
## Iteration 4 lambda =  -0.2282577 
## Iteration 5 lambda =  -0.2691997 
## Iteration 6 lambda =  -0.2896706 
## Iteration 7 lambda =  -0.2999061 
## Iteration 8 lambda =  -0.3050238 
## Iteration 9 lambda =  -0.3075827 
## Iteration 10 lambda =  -0.3088622 
## Iteration 11 lambda =  -0.3095019 
## Iteration 12 lambda =  -0.3098217 
## Iteration 13 lambda =  -0.3099817 
## Iteration 14 lambda =  -0.3100616 
## Iteration 15 lambda =  -0.3101016 
## Iteration 16 lambda =  -0.3101216 
## Iteration 17 lambda =  -0.3101316 
## Iteration 18 lambda =  -0.3101366 
## Iteration 19 lambda =  -0.3101391 
## Iteration 20 lambda =  -0.3101403 
## Iteration 21 lambda =  -0.310141 
## Iteration 22 lambda =  -0.3101413 
## Iteration 23 lambda =  -0.3101414 
## Iteration 24 lambda =  -0.3101415 
## Iteration 1 lambda =  0.3312728 
## Iteration 2 lambda =  -0.003090806 
## Iteration 3 lambda =  -0.1702726 
## Iteration 4 lambda =  -0.2538635 
## Iteration 5 lambda =  -0.295659 
## Iteration 6 lambda =  -0.3165567 
## Iteration 7 lambda =  -0.3270055 
## Iteration 8 lambda =  -0.33223 
## Iteration 9 lambda =  -0.3348422 
## Iteration 10 lambda =  -0.3361483 
## Iteration 11 lambda =  -0.3368014 
## Iteration 12 lambda =  -0.3371279 
## Iteration 13 lambda =  -0.3372911 
## Iteration 14 lambda =  -0.3373728 
## Iteration 15 lambda =  -0.3374136 
## Iteration 16 lambda =  -0.337434 
## Iteration 17 lambda =  -0.3374442 
## Iteration 18 lambda =  -0.3374493 
## Iteration 19 lambda =  -0.3374519 
## Iteration 20 lambda =  -0.3374531 
## Iteration 21 lambda =  -0.3374538 
## Iteration 22 lambda =  -0.3374541 
## Iteration 23 lambda =  -0.3374542 
## Iteration 24 lambda =  -0.3374543 
## Iteration 1 lambda =  0.3294174 
## Iteration 2 lambda =  -0.00587393 
## Iteration 3 lambda =  -0.1735196 
## Iteration 4 lambda =  -0.2573424 
## Iteration 5 lambda =  -0.2992538 
## Iteration 6 lambda =  -0.3202095 
## Iteration 7 lambda =  -0.3306874 
## Iteration 8 lambda =  -0.3359263 
## Iteration 9 lambda =  -0.3385458 
## Iteration 10 lambda =  -0.3398555 
## Iteration 11 lambda =  -0.3405104 
## Iteration 12 lambda =  -0.3408378 
## Iteration 13 lambda =  -0.3410015 
## Iteration 14 lambda =  -0.3410834 
## Iteration 15 lambda =  -0.3411243 
## Iteration 16 lambda =  -0.3411448 
## Iteration 17 lambda =  -0.341155 
## Iteration 18 lambda =  -0.3411601 
## Iteration 19 lambda =  -0.3411627 
## Iteration 20 lambda =  -0.341164 
## Iteration 21 lambda =  -0.3411646 
## Iteration 22 lambda =  -0.3411649 
## Iteration 23 lambda =  -0.3411651 
## Iteration 24 lambda =  -0.3411652 
## Iteration 1 lambda =  0.3010616 
## Iteration 2 lambda =  -0.0484076 
## Iteration 3 lambda =  -0.2231422 
## Iteration 4 lambda =  -0.3105095 
## Iteration 5 lambda =  -0.3541931 
## Iteration 6 lambda =  -0.376035 
## Iteration 7 lambda =  -0.3869559 
## Iteration 8 lambda =  -0.3924163 
## Iteration 9 lambda =  -0.3951466 
## Iteration 10 lambda =  -0.3965117 
## Iteration 11 lambda =  -0.3971942 
## Iteration 12 lambda =  -0.3975355 
## Iteration 13 lambda =  -0.3977062 
## Iteration 14 lambda =  -0.3977915 
## Iteration 15 lambda =  -0.3978341 
## Iteration 16 lambda =  -0.3978555 
## Iteration 17 lambda =  -0.3978661 
## Iteration 18 lambda =  -0.3978715 
## Iteration 19 lambda =  -0.3978741 
## Iteration 20 lambda =  -0.3978755 
## Iteration 21 lambda =  -0.3978761 
## Iteration 22 lambda =  -0.3978765 
## Iteration 23 lambda =  -0.3978766 
## Iteration 24 lambda =  -0.3978767 
## Iteration 1 lambda =  0.3593813 
## Iteration 2 lambda =  0.03907201 
## Iteration 3 lambda =  -0.1210827 
## Iteration 4 lambda =  -0.20116 
## Iteration 5 lambda =  -0.2411987 
## Iteration 6 lambda =  -0.261218 
## Iteration 7 lambda =  -0.2712277 
## Iteration 8 lambda =  -0.2762325 
## Iteration 9 lambda =  -0.2787349 
## Iteration 10 lambda =  -0.2799861 
## Iteration 11 lambda =  -0.2806117 
## Iteration 12 lambda =  -0.2809245 
## Iteration 13 lambda =  -0.2810809 
## Iteration 14 lambda =  -0.2811591 
## Iteration 15 lambda =  -0.2811982 
## Iteration 16 lambda =  -0.2812178 
## Iteration 17 lambda =  -0.2812275 
## Iteration 18 lambda =  -0.2812324 
## Iteration 19 lambda =  -0.2812349 
## Iteration 20 lambda =  -0.2812361 
## Iteration 21 lambda =  -0.2812367 
## Iteration 22 lambda =  -0.281237 
## Iteration 23 lambda =  -0.2812372 
## Iteration 24 lambda =  -0.2812372 
## Iteration 1 lambda =  0.3323595 
## Iteration 2 lambda =  -0.001460758 
## Iteration 3 lambda =  -0.1683709 
## Iteration 4 lambda =  -0.2518259 
## Iteration 5 lambda =  -0.2935535 
## Iteration 6 lambda =  -0.3144172 
## Iteration 7 lambda =  -0.3248491 
## Iteration 8 lambda =  -0.3300651 
## Iteration 9 lambda =  -0.332673 
## Iteration 10 lambda =  -0.333977 
## Iteration 11 lambda =  -0.334629 
## Iteration 12 lambda =  -0.334955 
## Iteration 13 lambda =  -0.335118 
## Iteration 14 lambda =  -0.3351995 
## Iteration 15 lambda =  -0.3352403 
## Iteration 16 lambda =  -0.3352606 
## Iteration 17 lambda =  -0.3352708 
## Iteration 18 lambda =  -0.3352759 
## Iteration 19 lambda =  -0.3352785 
## Iteration 20 lambda =  -0.3352797 
## Iteration 21 lambda =  -0.3352804 
## Iteration 22 lambda =  -0.3352807 
## Iteration 23 lambda =  -0.3352809 
## Iteration 24 lambda =  -0.3352809 
## Iteration 1 lambda =  0.2889011 
## Iteration 2 lambda =  -0.06664829 
## Iteration 3 lambda =  -0.244423 
## Iteration 4 lambda =  -0.3333104 
## Iteration 5 lambda =  -0.377754 
## Iteration 6 lambda =  -0.3999759 
## Iteration 7 lambda =  -0.4110868 
## Iteration 8 lambda =  -0.4166423 
## Iteration 9 lambda =  -0.41942 
## Iteration 10 lambda =  -0.4208089 
## Iteration 11 lambda =  -0.4215033 
## Iteration 12 lambda =  -0.4218505 
## Iteration 13 lambda =  -0.4220241 
## Iteration 14 lambda =  -0.4221109 
## Iteration 15 lambda =  -0.4221543 
## Iteration 16 lambda =  -0.422176 
## Iteration 17 lambda =  -0.4221869 
## Iteration 18 lambda =  -0.4221923 
## Iteration 19 lambda =  -0.422195 
## Iteration 20 lambda =  -0.4221964 
## Iteration 21 lambda =  -0.422197 
## Iteration 22 lambda =  -0.4221974 
## Iteration 23 lambda =  -0.4221976 
## Iteration 24 lambda =  -0.4221976 
## Iteration 1 lambda =  0.2830097 
## Iteration 2 lambda =  -0.07548552 
## Iteration 3 lambda =  -0.2547331 
## Iteration 4 lambda =  -0.3443569 
## Iteration 5 lambda =  -0.3891688 
## Iteration 6 lambda =  -0.4115747 
## Iteration 7 lambda =  -0.4227777 
## Iteration 8 lambda =  -0.4283792 
## Iteration 9 lambda =  -0.4311799 
## Iteration 10 lambda =  -0.4325803 
## Iteration 11 lambda =  -0.4332805 
## Iteration 12 lambda =  -0.4336306 
## Iteration 13 lambda =  -0.4338056 
## Iteration 14 lambda =  -0.4338932 
## Iteration 15 lambda =  -0.4339369 
## Iteration 16 lambda =  -0.4339588 
## Iteration 17 lambda =  -0.4339697 
## Iteration 18 lambda =  -0.4339752 
## Iteration 19 lambda =  -0.433978 
## Iteration 20 lambda =  -0.4339793 
## Iteration 21 lambda =  -0.43398 
## Iteration 22 lambda =  -0.4339803 
## Iteration 23 lambda =  -0.4339805 
## Iteration 24 lambda =  -0.4339806 
## Iteration 1 lambda =  0.3459784 
## Iteration 2 lambda =  0.01896757 
## Iteration 3 lambda =  -0.1445378 
## Iteration 4 lambda =  -0.2262905 
## Iteration 5 lambda =  -0.2671669 
## Iteration 6 lambda =  -0.2876051 
## Iteration 7 lambda =  -0.2978242 
## Iteration 8 lambda =  -0.3029337 
## Iteration 9 lambda =  -0.3054885 
## Iteration 10 lambda =  -0.3067659 
## Iteration 11 lambda =  -0.3074046 
## Iteration 12 lambda =  -0.3077239 
## Iteration 13 lambda =  -0.3078836 
## Iteration 14 lambda =  -0.3079634 
## Iteration 15 lambda =  -0.3080033 
## Iteration 16 lambda =  -0.3080233 
## Iteration 17 lambda =  -0.3080333 
## Iteration 18 lambda =  -0.3080383 
## Iteration 19 lambda =  -0.3080408 
## Iteration 20 lambda =  -0.308042 
## Iteration 21 lambda =  -0.3080426 
## Iteration 22 lambda =  -0.3080429 
## Iteration 23 lambda =  -0.3080431 
## Iteration 24 lambda =  -0.3080432 
## Iteration 1 lambda =  0.2538481 
## Iteration 2 lambda =  -0.1192279 
## Iteration 3 lambda =  -0.3057659 
## Iteration 4 lambda =  -0.3990348 
## Iteration 5 lambda =  -0.4456693 
## Iteration 6 lambda =  -0.4689866 
## Iteration 7 lambda =  -0.4806452 
## Iteration 8 lambda =  -0.4864745 
## Iteration 9 lambda =  -0.4893892 
## Iteration 10 lambda =  -0.4908465 
## Iteration 11 lambda =  -0.4915752 
## Iteration 12 lambda =  -0.4919395 
## Iteration 13 lambda =  -0.4921217 
## Iteration 14 lambda =  -0.4922127 
## Iteration 15 lambda =  -0.4922583 
## Iteration 16 lambda =  -0.4922811 
## Iteration 17 lambda =  -0.4922924 
## Iteration 18 lambda =  -0.4922981 
## Iteration 19 lambda =  -0.492301 
## Iteration 20 lambda =  -0.4923024 
## Iteration 21 lambda =  -0.4923031 
## Iteration 22 lambda =  -0.4923035 
## Iteration 23 lambda =  -0.4923037 
## Iteration 24 lambda =  -0.4923037 
## Iteration 1 lambda =  0.2443103 
## Iteration 2 lambda =  -0.1335345 
## Iteration 3 lambda =  -0.3224569 
## Iteration 4 lambda =  -0.4169181 
## Iteration 5 lambda =  -0.4641487 
## Iteration 6 lambda =  -0.487764 
## Iteration 7 lambda =  -0.4995717 
## Iteration 8 lambda =  -0.5054755 
## Iteration 9 lambda =  -0.5084274 
## Iteration 10 lambda =  -0.5099034 
## Iteration 11 lambda =  -0.5106414 
## Iteration 12 lambda =  -0.5110103 
## Iteration 13 lambda =  -0.5111948 
## Iteration 14 lambda =  -0.5112871 
## Iteration 15 lambda =  -0.5113332 
## Iteration 16 lambda =  -0.5113563 
## Iteration 17 lambda =  -0.5113678 
## Iteration 18 lambda =  -0.5113736 
## Iteration 19 lambda =  -0.5113765 
## Iteration 20 lambda =  -0.5113779 
## Iteration 21 lambda =  -0.5113786 
## Iteration 22 lambda =  -0.511379 
## Iteration 23 lambda =  -0.5113792 
## Iteration 24 lambda =  -0.5113792 
## Iteration 1 lambda =  0.3005144 
## Iteration 2 lambda =  -0.04922837 
## Iteration 3 lambda =  -0.2240998 
## Iteration 4 lambda =  -0.3115355 
## Iteration 5 lambda =  -0.3552533 
## Iteration 6 lambda =  -0.3771122 
## Iteration 7 lambda =  -0.3880417 
## Iteration 8 lambda =  -0.3935064 
## Iteration 9 lambda =  -0.3962388 
## Iteration 10 lambda =  -0.397605 
## Iteration 11 lambda =  -0.3982881 
## Iteration 12 lambda =  -0.3986296 
## Iteration 13 lambda =  -0.3988004 
## Iteration 14 lambda =  -0.3988858 
## Iteration 15 lambda =  -0.3989285 
## Iteration 16 lambda =  -0.3989498 
## Iteration 17 lambda =  -0.3989605 
## Iteration 18 lambda =  -0.3989658 
## Iteration 19 lambda =  -0.3989685 
## Iteration 20 lambda =  -0.3989698 
## Iteration 21 lambda =  -0.3989705 
## Iteration 22 lambda =  -0.3989708 
## Iteration 23 lambda =  -0.398971 
## Iteration 24 lambda =  -0.3989711 
## Iteration 1 lambda =  0.2960868 
## Iteration 2 lambda =  -0.05586976 
## Iteration 3 lambda =  -0.2318481 
## Iteration 4 lambda =  -0.3198372 
## Iteration 5 lambda =  -0.3638318 
## Iteration 6 lambda =  -0.3858291 
## Iteration 7 lambda =  -0.3968277 
## Iteration 8 lambda =  -0.402327 
## Iteration 9 lambda =  -0.4050767 
## Iteration 10 lambda =  -0.4064515 
## Iteration 11 lambda =  -0.4071389 
## Iteration 12 lambda =  -0.4074826 
## Iteration 13 lambda =  -0.4076545 
## Iteration 14 lambda =  -0.4077404 
## Iteration 15 lambda =  -0.4077834 
## Iteration 16 lambda =  -0.4078049 
## Iteration 17 lambda =  -0.4078156 
## Iteration 18 lambda =  -0.407821 
## Iteration 19 lambda =  -0.4078237 
## Iteration 20 lambda =  -0.407825 
## Iteration 21 lambda =  -0.4078257 
## Iteration 22 lambda =  -0.407826 
## Iteration 23 lambda =  -0.4078262 
## Iteration 24 lambda =  -0.4078263 
## Iteration 1 lambda =  0.3071411 
## Iteration 2 lambda =  -0.03928828 
## Iteration 3 lambda =  -0.212503 
## Iteration 4 lambda =  -0.2991104 
## Iteration 5 lambda =  -0.342414 
## Iteration 6 lambda =  -0.3640659 
## Iteration 7 lambda =  -0.3748918 
## Iteration 8 lambda =  -0.3803048 
## Iteration 9 lambda =  -0.3830112 
## Iteration 10 lambda =  -0.3843645 
## Iteration 11 lambda =  -0.3850411 
## Iteration 12 lambda =  -0.3853794 
## Iteration 13 lambda =  -0.3855486 
## Iteration 14 lambda =  -0.3856331 
## Iteration 15 lambda =  -0.3856754 
## Iteration 16 lambda =  -0.3856966 
## Iteration 17 lambda =  -0.3857071 
## Iteration 18 lambda =  -0.3857124 
## Iteration 19 lambda =  -0.3857151 
## Iteration 20 lambda =  -0.3857164 
## Iteration 21 lambda =  -0.3857171 
## Iteration 22 lambda =  -0.3857174 
## Iteration 23 lambda =  -0.3857175 
## Iteration 24 lambda =  -0.3857176 
## Iteration 1 lambda =  0.297199 
## Iteration 2 lambda =  -0.05420156 
## Iteration 3 lambda =  -0.2299018 
## Iteration 4 lambda =  -0.317752 
## Iteration 5 lambda =  -0.361677 
## Iteration 6 lambda =  -0.3836395 
## Iteration 7 lambda =  -0.3946208 
## Iteration 8 lambda =  -0.4001114 
## Iteration 9 lambda =  -0.4028568 
## Iteration 10 lambda =  -0.4042294 
## Iteration 11 lambda =  -0.4049158 
## Iteration 12 lambda =  -0.4052589 
## Iteration 13 lambda =  -0.4054305 
## Iteration 14 lambda =  -0.4055163 
## Iteration 15 lambda =  -0.4055592 
## Iteration 16 lambda =  -0.4055806 
## Iteration 17 lambda =  -0.4055914 
## Iteration 18 lambda =  -0.4055967 
## Iteration 19 lambda =  -0.4055994 
## Iteration 20 lambda =  -0.4056007 
## Iteration 21 lambda =  -0.4056014 
## Iteration 22 lambda =  -0.4056017 
## Iteration 23 lambda =  -0.4056019 
## Iteration 24 lambda =  -0.405602 
## Iteration 1 lambda =  0.2970773 
## Iteration 2 lambda =  -0.05438402 
## Iteration 3 lambda =  -0.2301147 
## Iteration 4 lambda =  -0.31798 
## Iteration 5 lambda =  -0.3619127 
## Iteration 6 lambda =  -0.383879 
## Iteration 7 lambda =  -0.3948622 
## Iteration 8 lambda =  -0.4003538 
## Iteration 9 lambda =  -0.4030996 
## Iteration 10 lambda =  -0.4044725 
## Iteration 11 lambda =  -0.4051589 
## Iteration 12 lambda =  -0.4055021 
## Iteration 13 lambda =  -0.4056737 
## Iteration 14 lambda =  -0.4057596 
## Iteration 15 lambda =  -0.4058025 
## Iteration 16 lambda =  -0.4058239 
## Iteration 17 lambda =  -0.4058346 
## Iteration 18 lambda =  -0.40584 
## Iteration 19 lambda =  -0.4058427 
## Iteration 20 lambda =  -0.405844 
## Iteration 21 lambda =  -0.4058447 
## Iteration 22 lambda =  -0.405845 
## Iteration 23 lambda =  -0.4058452 
## Iteration 24 lambda =  -0.4058453 
## Iteration 1 lambda =  0.3397874 
## Iteration 2 lambda =  0.00968103 
## Iteration 3 lambda =  -0.1553721 
## Iteration 4 lambda =  -0.2378987 
## Iteration 5 lambda =  -0.279162 
## Iteration 6 lambda =  -0.2997936 
## Iteration 7 lambda =  -0.3101095 
## Iteration 8 lambda =  -0.3152674 
## Iteration 9 lambda =  -0.3178463 
## Iteration 10 lambda =  -0.3191358 
## Iteration 11 lambda =  -0.3197806 
## Iteration 12 lambda =  -0.3201029 
## Iteration 13 lambda =  -0.3202641 
## Iteration 14 lambda =  -0.3203447 
## Iteration 15 lambda =  -0.320385 
## Iteration 16 lambda =  -0.3204051 
## Iteration 17 lambda =  -0.3204152 
## Iteration 18 lambda =  -0.3204203 
## Iteration 19 lambda =  -0.3204228 
## Iteration 20 lambda =  -0.320424 
## Iteration 21 lambda =  -0.3204247 
## Iteration 22 lambda =  -0.320425 
## Iteration 23 lambda =  -0.3204251 
## Iteration 24 lambda =  -0.3204252 
## Iteration 1 lambda =  0.2895695 
## Iteration 2 lambda =  -0.06564572 
## Iteration 3 lambda =  -0.2432533 
## Iteration 4 lambda =  -0.3320572 
## Iteration 5 lambda =  -0.3764591 
## Iteration 6 lambda =  -0.39866 
## Iteration 7 lambda =  -0.4097605 
## Iteration 8 lambda =  -0.4153107 
## Iteration 9 lambda =  -0.4180858 
## Iteration 10 lambda =  -0.4194734 
## Iteration 11 lambda =  -0.4201672 
## Iteration 12 lambda =  -0.4205141 
## Iteration 13 lambda =  -0.4206875 
## Iteration 14 lambda =  -0.4207742 
## Iteration 15 lambda =  -0.4208176 
## Iteration 16 lambda =  -0.4208393 
## Iteration 17 lambda =  -0.4208501 
## Iteration 18 lambda =  -0.4208555 
## Iteration 19 lambda =  -0.4208583 
## Iteration 20 lambda =  -0.4208596 
## Iteration 21 lambda =  -0.4208603 
## Iteration 22 lambda =  -0.4208606 
## Iteration 23 lambda =  -0.4208608 
## Iteration 24 lambda =  -0.4208609 
## Iteration 1 lambda =  0.2352135 
## Iteration 2 lambda =  -0.1471797 
## Iteration 3 lambda =  -0.3383763 
## Iteration 4 lambda =  -0.4339746 
## Iteration 5 lambda =  -0.4817738 
## Iteration 6 lambda =  -0.5056733 
## Iteration 7 lambda =  -0.5176231 
## Iteration 8 lambda =  -0.523598 
## Iteration 9 lambda =  -0.5265855 
## Iteration 10 lambda =  -0.5280792 
## Iteration 11 lambda =  -0.5288261 
## Iteration 12 lambda =  -0.5291995 
## Iteration 13 lambda =  -0.5293862 
## Iteration 14 lambda =  -0.5294796 
## Iteration 15 lambda =  -0.5295262 
## Iteration 16 lambda =  -0.5295496 
## Iteration 17 lambda =  -0.5295612 
## Iteration 18 lambda =  -0.5295671 
## Iteration 19 lambda =  -0.52957 
## Iteration 20 lambda =  -0.5295715 
## Iteration 21 lambda =  -0.5295722 
## Iteration 22 lambda =  -0.5295726 
## Iteration 23 lambda =  -0.5295727 
## Iteration 24 lambda =  -0.5295728 
## Iteration 1 lambda =  0.3172567 
## Iteration 2 lambda =  -0.02411489 
## Iteration 3 lambda =  -0.1948007 
## Iteration 4 lambda =  -0.2801436 
## Iteration 5 lambda =  -0.3228151 
## Iteration 6 lambda =  -0.3441508 
## Iteration 7 lambda =  -0.3548187 
## Iteration 8 lambda =  -0.3601526 
## Iteration 9 lambda =  -0.3628196 
## Iteration 10 lambda =  -0.364153 
## Iteration 11 lambda =  -0.3648198 
## Iteration 12 lambda =  -0.3651531 
## Iteration 13 lambda =  -0.3653198 
## Iteration 14 lambda =  -0.3654032 
## Iteration 15 lambda =  -0.3654448 
## Iteration 16 lambda =  -0.3654657 
## Iteration 17 lambda =  -0.3654761 
## Iteration 18 lambda =  -0.3654813 
## Iteration 19 lambda =  -0.3654839 
## Iteration 20 lambda =  -0.3654852 
## Iteration 21 lambda =  -0.3654859 
## Iteration 22 lambda =  -0.3654862 
## Iteration 23 lambda =  -0.3654864 
## Iteration 24 lambda =  -0.3654864 
## Iteration 1 lambda =  0.3596892 
## Iteration 2 lambda =  0.03953379 
## Iteration 3 lambda =  -0.1205439 
## Iteration 4 lambda =  -0.2005828 
## Iteration 5 lambda =  -0.2406022 
## Iteration 6 lambda =  -0.2606119 
## Iteration 7 lambda =  -0.2706168 
## Iteration 8 lambda =  -0.2756192 
## Iteration 9 lambda =  -0.2781204 
## Iteration 10 lambda =  -0.279371 
## Iteration 11 lambda =  -0.2799963 
## Iteration 12 lambda =  -0.280309 
## Iteration 13 lambda =  -0.2804653 
## Iteration 14 lambda =  -0.2805435 
## Iteration 15 lambda =  -0.2805825 
## Iteration 16 lambda =  -0.2806021 
## Iteration 17 lambda =  -0.2806118 
## Iteration 18 lambda =  -0.2806167 
## Iteration 19 lambda =  -0.2806192 
## Iteration 20 lambda =  -0.2806204 
## Iteration 21 lambda =  -0.280621 
## Iteration 22 lambda =  -0.2806213 
## Iteration 23 lambda =  -0.2806215 
## Iteration 24 lambda =  -0.2806215 
## Iteration 1 lambda =  0.3201874 
## Iteration 2 lambda =  -0.01971897 
## Iteration 3 lambda =  -0.1896721 
## Iteration 4 lambda =  -0.2746487 
## Iteration 5 lambda =  -0.317137 
## Iteration 6 lambda =  -0.3383811 
## Iteration 7 lambda =  -0.3490032 
## Iteration 8 lambda =  -0.3543143 
## Iteration 9 lambda =  -0.3569698 
## Iteration 10 lambda =  -0.3582975 
## Iteration 11 lambda =  -0.3589614 
## Iteration 12 lambda =  -0.3592934 
## Iteration 13 lambda =  -0.3594593 
## Iteration 14 lambda =  -0.3595423 
## Iteration 15 lambda =  -0.3595838 
## Iteration 16 lambda =  -0.3596045 
## Iteration 17 lambda =  -0.3596149 
## Iteration 18 lambda =  -0.3596201 
## Iteration 19 lambda =  -0.3596227 
## Iteration 20 lambda =  -0.359624 
## Iteration 21 lambda =  -0.3596246 
## Iteration 22 lambda =  -0.359625 
## Iteration 23 lambda =  -0.3596251 
## Iteration 24 lambda =  -0.3596252 
## Iteration 1 lambda =  0.3225928 
## Iteration 2 lambda =  -0.01611076 
## Iteration 3 lambda =  -0.1854626 
## Iteration 4 lambda =  -0.2701384 
## Iteration 5 lambda =  -0.3124764 
## Iteration 6 lambda =  -0.3336454 
## Iteration 7 lambda =  -0.3442299 
## Iteration 8 lambda =  -0.3495221 
## Iteration 9 lambda =  -0.3521682 
## Iteration 10 lambda =  -0.3534913 
## Iteration 11 lambda =  -0.3541528 
## Iteration 12 lambda =  -0.3544836 
## Iteration 13 lambda =  -0.354649 
## Iteration 14 lambda =  -0.3547317 
## Iteration 15 lambda =  -0.354773 
## Iteration 16 lambda =  -0.3547937 
## Iteration 17 lambda =  -0.354804 
## Iteration 18 lambda =  -0.3548092 
## Iteration 19 lambda =  -0.3548118 
## Iteration 20 lambda =  -0.3548131 
## Iteration 21 lambda =  -0.3548137 
## Iteration 22 lambda =  -0.354814 
## Iteration 23 lambda =  -0.3548142 
## Iteration 24 lambda =  -0.3548143 
## Iteration 1 lambda =  0.3181058 
## Iteration 2 lambda =  -0.02284124 
## Iteration 3 lambda =  -0.1933148 
## Iteration 4 lambda =  -0.2785515 
## Iteration 5 lambda =  -0.3211699 
## Iteration 6 lambda =  -0.3424791 
## Iteration 7 lambda =  -0.3531337 
## Iteration 8 lambda =  -0.358461 
## Iteration 9 lambda =  -0.3611247 
## Iteration 10 lambda =  -0.3624565 
## Iteration 11 lambda =  -0.3631224 
## Iteration 12 lambda =  -0.3634554 
## Iteration 13 lambda =  -0.3636218 
## Iteration 14 lambda =  -0.3637051 
## Iteration 15 lambda =  -0.3637467 
## Iteration 16 lambda =  -0.3637675 
## Iteration 17 lambda =  -0.3637779 
## Iteration 18 lambda =  -0.3637831 
## Iteration 19 lambda =  -0.3637857 
## Iteration 20 lambda =  -0.363787 
## Iteration 21 lambda =  -0.3637877 
## Iteration 22 lambda =  -0.363788 
## Iteration 23 lambda =  -0.3637882 
## Iteration 24 lambda =  -0.3637882 
## Iteration 1 lambda =  0.3345008 
## Iteration 2 lambda =  0.001751192 
## Iteration 3 lambda =  -0.1646236 
## Iteration 4 lambda =  -0.247811 
## Iteration 5 lambda =  -0.2894047 
## Iteration 6 lambda =  -0.3102016 
## Iteration 7 lambda =  -0.3206 
## Iteration 8 lambda =  -0.3257992 
## Iteration 9 lambda =  -0.3283988 
## Iteration 10 lambda =  -0.3296986 
## Iteration 11 lambda =  -0.3303485 
## Iteration 12 lambda =  -0.3306735 
## Iteration 13 lambda =  -0.3308359 
## Iteration 14 lambda =  -0.3309172 
## Iteration 15 lambda =  -0.3309578 
## Iteration 16 lambda =  -0.3309781 
## Iteration 17 lambda =  -0.3309883 
## Iteration 18 lambda =  -0.3309933 
## Iteration 19 lambda =  -0.3309959 
## Iteration 20 lambda =  -0.3309971 
## Iteration 21 lambda =  -0.3309978 
## Iteration 22 lambda =  -0.3309981 
## Iteration 23 lambda =  -0.3309983 
## Iteration 24 lambda =  -0.3309983 
## Iteration 1 lambda =  0.3136145 
## Iteration 2 lambda =  -0.02957826 
## Iteration 3 lambda =  -0.2011746 
## Iteration 4 lambda =  -0.2869728 
## Iteration 5 lambda =  -0.3298719 
## Iteration 6 lambda =  -0.3513215 
## Iteration 7 lambda =  -0.3620462 
## Iteration 8 lambda =  -0.3674086 
## Iteration 9 lambda =  -0.3700898 
## Iteration 10 lambda =  -0.3714304 
## Iteration 11 lambda =  -0.3721007 
## Iteration 12 lambda =  -0.3724359 
## Iteration 13 lambda =  -0.3726034 
## Iteration 14 lambda =  -0.3726872 
## Iteration 15 lambda =  -0.3727291 
## Iteration 16 lambda =  -0.3727501 
## Iteration 17 lambda =  -0.3727605 
## Iteration 18 lambda =  -0.3727658 
## Iteration 19 lambda =  -0.3727684 
## Iteration 20 lambda =  -0.3727697 
## Iteration 21 lambda =  -0.3727704 
## Iteration 22 lambda =  -0.3727707 
## Iteration 23 lambda =  -0.3727708 
## Iteration 24 lambda =  -0.3727709 
## Iteration 1 lambda =  0.3262536 
## Iteration 2 lambda =  -0.01061964 
## Iteration 3 lambda =  -0.1790562 
## Iteration 4 lambda =  -0.2632746 
## Iteration 5 lambda =  -0.3053837 
## Iteration 6 lambda =  -0.3264383 
## Iteration 7 lambda =  -0.3369656 
## Iteration 8 lambda =  -0.3422292 
## Iteration 9 lambda =  -0.344861 
## Iteration 10 lambda =  -0.3461769 
## Iteration 11 lambda =  -0.3468349 
## Iteration 12 lambda =  -0.3471639 
## Iteration 13 lambda =  -0.3473284 
## Iteration 14 lambda =  -0.3474106 
## Iteration 15 lambda =  -0.3474517 
## Iteration 16 lambda =  -0.3474723 
## Iteration 17 lambda =  -0.3474826 
## Iteration 18 lambda =  -0.3474877 
## Iteration 19 lambda =  -0.3474903 
## Iteration 20 lambda =  -0.3474916 
## Iteration 21 lambda =  -0.3474922 
## Iteration 22 lambda =  -0.3474925 
## Iteration 23 lambda =  -0.3474927 
## Iteration 24 lambda =  -0.3474928 
## Iteration 1 lambda =  0.3222268 
## Iteration 2 lambda =  -0.01665973 
## Iteration 3 lambda =  -0.186103 
## Iteration 4 lambda =  -0.2708247 
## Iteration 5 lambda =  -0.3131855 
## Iteration 6 lambda =  -0.3343659 
## Iteration 7 lambda =  -0.3449561 
## Iteration 8 lambda =  -0.3502512 
## Iteration 9 lambda =  -0.3528988 
## Iteration 10 lambda =  -0.3542225 
## Iteration 11 lambda =  -0.3548844 
## Iteration 12 lambda =  -0.3552154 
## Iteration 13 lambda =  -0.3553808 
## Iteration 14 lambda =  -0.3554636 
## Iteration 15 lambda =  -0.3555049 
## Iteration 16 lambda =  -0.3555256 
## Iteration 17 lambda =  -0.355536 
## Iteration 18 lambda =  -0.3555411 
## Iteration 19 lambda =  -0.3555437 
## Iteration 20 lambda =  -0.355545 
## Iteration 21 lambda =  -0.3555457 
## Iteration 22 lambda =  -0.355546 
## Iteration 23 lambda =  -0.3555461 
## Iteration 24 lambda =  -0.3555462 
## Iteration 1 lambda =  0.3825151 
## Iteration 2 lambda =  0.0737726 
## Iteration 3 lambda =  -0.08059863 
## Iteration 4 lambda =  -0.1577842 
## Iteration 5 lambda =  -0.1963771 
## Iteration 6 lambda =  -0.2156735 
## Iteration 7 lambda =  -0.2253217 
## Iteration 8 lambda =  -0.2301458 
## Iteration 9 lambda =  -0.2325578 
## Iteration 10 lambda =  -0.2337638 
## Iteration 11 lambda =  -0.2343668 
## Iteration 12 lambda =  -0.2346684 
## Iteration 13 lambda =  -0.2348191 
## Iteration 14 lambda =  -0.2348945 
## Iteration 15 lambda =  -0.2349322 
## Iteration 16 lambda =  -0.234951 
## Iteration 17 lambda =  -0.2349604 
## Iteration 18 lambda =  -0.2349651 
## Iteration 19 lambda =  -0.2349675 
## Iteration 20 lambda =  -0.2349687 
## Iteration 21 lambda =  -0.2349693 
## Iteration 22 lambda =  -0.2349696 
## Iteration 23 lambda =  -0.2349697 
## Iteration 24 lambda =  -0.2349698 
## Iteration 1 lambda =  0.2884662 
## Iteration 2 lambda =  -0.06730077 
## Iteration 3 lambda =  -0.2451842 
## Iteration 4 lambda =  -0.334126 
## Iteration 5 lambda =  -0.3785968 
## Iteration 6 lambda =  -0.4008323 
## Iteration 7 lambda =  -0.41195 
## Iteration 8 lambda =  -0.4175088 
## Iteration 9 lambda =  -0.4202883 
## Iteration 10 lambda =  -0.421678 
## Iteration 11 lambda =  -0.4223728 
## Iteration 12 lambda =  -0.4227203 
## Iteration 13 lambda =  -0.422894 
## Iteration 14 lambda =  -0.4229808 
## Iteration 15 lambda =  -0.4230243 
## Iteration 16 lambda =  -0.423046 
## Iteration 17 lambda =  -0.4230568 
## Iteration 18 lambda =  -0.4230623 
## Iteration 19 lambda =  -0.423065 
## Iteration 20 lambda =  -0.4230663 
## Iteration 21 lambda =  -0.423067 
## Iteration 22 lambda =  -0.4230673 
## Iteration 23 lambda =  -0.4230675 
## Iteration 24 lambda =  -0.4230676 
## Iteration 1 lambda =  0.2937049 
## Iteration 2 lambda =  -0.05944264 
## Iteration 3 lambda =  -0.2360164 
## Iteration 4 lambda =  -0.3243033 
## Iteration 5 lambda =  -0.3684467 
## Iteration 6 lambda =  -0.3905185 
## Iteration 7 lambda =  -0.4015543 
## Iteration 8 lambda =  -0.4070723 
## Iteration 9 lambda =  -0.4098312 
## Iteration 10 lambda =  -0.4112107 
## Iteration 11 lambda =  -0.4119004 
## Iteration 12 lambda =  -0.4122453 
## Iteration 13 lambda =  -0.4124177 
## Iteration 14 lambda =  -0.412504 
## Iteration 15 lambda =  -0.4125471 
## Iteration 16 lambda =  -0.4125686 
## Iteration 17 lambda =  -0.4125794 
## Iteration 18 lambda =  -0.4125848 
## Iteration 19 lambda =  -0.4125875 
## Iteration 20 lambda =  -0.4125888 
## Iteration 21 lambda =  -0.4125895 
## Iteration 22 lambda =  -0.4125898 
## Iteration 23 lambda =  -0.41259 
## Iteration 24 lambda =  -0.4125901 
## Iteration 1 lambda =  0.3492032 
## Iteration 2 lambda =  0.02380475 
## Iteration 3 lambda =  -0.1388945 
## Iteration 4 lambda =  -0.2202441 
## Iteration 5 lambda =  -0.2609189 
## Iteration 6 lambda =  -0.2812563 
## Iteration 7 lambda =  -0.291425 
## Iteration 8 lambda =  -0.2965093 
## Iteration 9 lambda =  -0.2990515 
## Iteration 10 lambda =  -0.3003226 
## Iteration 11 lambda =  -0.3009581 
## Iteration 12 lambda =  -0.3012759 
## Iteration 13 lambda =  -0.3014348 
## Iteration 14 lambda =  -0.3015142 
## Iteration 15 lambda =  -0.3015539 
## Iteration 16 lambda =  -0.3015738 
## Iteration 17 lambda =  -0.3015837 
## Iteration 18 lambda =  -0.3015887 
## Iteration 19 lambda =  -0.3015912 
## Iteration 20 lambda =  -0.3015924 
## Iteration 21 lambda =  -0.301593 
## Iteration 22 lambda =  -0.3015934 
## Iteration 23 lambda =  -0.3015935 
## Iteration 24 lambda =  -0.3015936 
## Iteration 1 lambda =  0.3155287 
## Iteration 2 lambda =  -0.02670691 
## Iteration 3 lambda =  -0.1978247 
## Iteration 4 lambda =  -0.2833836 
## Iteration 5 lambda =  -0.3261631 
## Iteration 6 lambda =  -0.3475528 
## Iteration 7 lambda =  -0.3582477 
## Iteration 8 lambda =  -0.3635951 
## Iteration 9 lambda =  -0.3662688 
## Iteration 10 lambda =  -0.3676057 
## Iteration 11 lambda =  -0.3682741 
## Iteration 12 lambda =  -0.3686083 
## Iteration 13 lambda =  -0.3687754 
## Iteration 14 lambda =  -0.368859 
## Iteration 15 lambda =  -0.3689008 
## Iteration 16 lambda =  -0.3689217 
## Iteration 17 lambda =  -0.3689321 
## Iteration 18 lambda =  -0.3689373 
## Iteration 19 lambda =  -0.3689399 
## Iteration 20 lambda =  -0.3689412 
## Iteration 21 lambda =  -0.3689419 
## Iteration 22 lambda =  -0.3689422 
## Iteration 23 lambda =  -0.3689424 
## Iteration 24 lambda =  -0.3689425 
## Iteration 1 lambda =  0.2897241 
## Iteration 2 lambda =  -0.06541379 
## Iteration 3 lambda =  -0.2429828 
## Iteration 4 lambda =  -0.3317672 
## Iteration 5 lambda =  -0.3761595 
## Iteration 6 lambda =  -0.3983556 
## Iteration 7 lambda =  -0.4094537 
## Iteration 8 lambda =  -0.4150027 
## Iteration 9 lambda =  -0.4177772 
## Iteration 10 lambda =  -0.4191645 
## Iteration 11 lambda =  -0.4198581 
## Iteration 12 lambda =  -0.4202049 
## Iteration 13 lambda =  -0.4203783 
## Iteration 14 lambda =  -0.420465 
## Iteration 15 lambda =  -0.4205084 
## Iteration 16 lambda =  -0.4205301 
## Iteration 17 lambda =  -0.4205409 
## Iteration 18 lambda =  -0.4205463 
## Iteration 19 lambda =  -0.420549 
## Iteration 20 lambda =  -0.4205504 
## Iteration 21 lambda =  -0.420551 
## Iteration 22 lambda =  -0.4205514 
## Iteration 23 lambda =  -0.4205516 
## Iteration 24 lambda =  -0.4205516 
## Iteration 1 lambda =  0.2514697 
## Iteration 2 lambda =  -0.1227954 
## Iteration 3 lambda =  -0.309928 
## Iteration 4 lambda =  -0.4034942 
## Iteration 5 lambda =  -0.4502774 
## Iteration 6 lambda =  -0.473669 
## Iteration 7 lambda =  -0.4853647 
## Iteration 8 lambda =  -0.4912126 
## Iteration 9 lambda =  -0.4941366 
## Iteration 10 lambda =  -0.4955986 
## Iteration 11 lambda =  -0.4963295 
## Iteration 12 lambda =  -0.496695 
## Iteration 13 lambda =  -0.4968778 
## Iteration 14 lambda =  -0.4969692 
## Iteration 15 lambda =  -0.4970148 
## Iteration 16 lambda =  -0.4970377 
## Iteration 17 lambda =  -0.4970491 
## Iteration 18 lambda =  -0.4970548 
## Iteration 19 lambda =  -0.4970577 
## Iteration 20 lambda =  -0.4970591 
## Iteration 21 lambda =  -0.4970598 
## Iteration 22 lambda =  -0.4970602 
## Iteration 23 lambda =  -0.4970604 
## Iteration 24 lambda =  -0.4970604 
## Iteration 1 lambda =  0.3214448 
## Iteration 2 lambda =  -0.01783273 
## Iteration 3 lambda =  -0.1874715 
## Iteration 4 lambda =  -0.2722909 
## Iteration 5 lambda =  -0.3147006 
## Iteration 6 lambda =  -0.3359055 
## Iteration 7 lambda =  -0.3465079 
## Iteration 8 lambda =  -0.3518091 
## Iteration 9 lambda =  -0.3544597 
## Iteration 10 lambda =  -0.355785 
## Iteration 11 lambda =  -0.3564477 
## Iteration 12 lambda =  -0.356779 
## Iteration 13 lambda =  -0.3569446 
## Iteration 14 lambda =  -0.3570275 
## Iteration 15 lambda =  -0.3570689 
## Iteration 16 lambda =  -0.3570896 
## Iteration 17 lambda =  -0.3571 
## Iteration 18 lambda =  -0.3571051 
## Iteration 19 lambda =  -0.3571077 
## Iteration 20 lambda =  -0.357109 
## Iteration 21 lambda =  -0.3571097 
## Iteration 22 lambda =  -0.35711 
## Iteration 23 lambda =  -0.3571102 
## Iteration 24 lambda =  -0.3571102 
## Iteration 1 lambda =  0.256682 
## Iteration 2 lambda =  -0.1149771 
## Iteration 3 lambda =  -0.3008066 
## Iteration 4 lambda =  -0.3937213 
## Iteration 5 lambda =  -0.4401787 
## Iteration 6 lambda =  -0.4634074 
## Iteration 7 lambda =  -0.4750217 
## Iteration 8 lambda =  -0.4808289 
## Iteration 9 lambda =  -0.4837325 
## Iteration 10 lambda =  -0.4851843 
## Iteration 11 lambda =  -0.4859102 
## Iteration 12 lambda =  -0.4862731 
## Iteration 13 lambda =  -0.4864546 
## Iteration 14 lambda =  -0.4865453 
## Iteration 15 lambda =  -0.4865907 
## Iteration 16 lambda =  -0.4866134 
## Iteration 17 lambda =  -0.4866247 
## Iteration 18 lambda =  -0.4866304 
## Iteration 19 lambda =  -0.4866332 
## Iteration 20 lambda =  -0.4866347 
## Iteration 21 lambda =  -0.4866354 
## Iteration 22 lambda =  -0.4866357 
## Iteration 23 lambda =  -0.4866359 
## Iteration 24 lambda =  -0.486636 
## Iteration 1 lambda =  0.2959163 
## Iteration 2 lambda =  -0.05612553 
## Iteration 3 lambda =  -0.2321465 
## Iteration 4 lambda =  -0.3201569 
## Iteration 5 lambda =  -0.3641621 
## Iteration 6 lambda =  -0.3861648 
## Iteration 7 lambda =  -0.3971661 
## Iteration 8 lambda =  -0.4026667 
## Iteration 9 lambda =  -0.405417 
## Iteration 10 lambda =  -0.4067922 
## Iteration 11 lambda =  -0.4074798 
## Iteration 12 lambda =  -0.4078236 
## Iteration 13 lambda =  -0.4079955 
## Iteration 14 lambda =  -0.4080814 
## Iteration 15 lambda =  -0.4081244 
## Iteration 16 lambda =  -0.4081459 
## Iteration 17 lambda =  -0.4081566 
## Iteration 18 lambda =  -0.408162 
## Iteration 19 lambda =  -0.4081647 
## Iteration 20 lambda =  -0.408166 
## Iteration 21 lambda =  -0.4081667 
## Iteration 22 lambda =  -0.408167 
## Iteration 23 lambda =  -0.4081672 
## Iteration 24 lambda =  -0.4081673 
## Iteration 1 lambda =  0.3259327 
## Iteration 2 lambda =  -0.01110098 
## Iteration 3 lambda =  -0.1796178 
## Iteration 4 lambda =  -0.2638762 
## Iteration 5 lambda =  -0.3060054 
## Iteration 6 lambda =  -0.32707 
## Iteration 7 lambda =  -0.3376023 
## Iteration 8 lambda =  -0.3428685 
## Iteration 9 lambda =  -0.3455016 
## Iteration 10 lambda =  -0.3468181 
## Iteration 11 lambda =  -0.3474764 
## Iteration 12 lambda =  -0.3478055 
## Iteration 13 lambda =  -0.3479701 
## Iteration 14 lambda =  -0.3480524 
## Iteration 15 lambda =  -0.3480935 
## Iteration 16 lambda =  -0.3481141 
## Iteration 17 lambda =  -0.3481244 
## Iteration 18 lambda =  -0.3481295 
## Iteration 19 lambda =  -0.3481321 
## Iteration 20 lambda =  -0.3481334 
## Iteration 21 lambda =  -0.348134 
## Iteration 22 lambda =  -0.3481343 
## Iteration 23 lambda =  -0.3481345 
## Iteration 24 lambda =  -0.3481346 
## Iteration 1 lambda =  0.2832426 
## Iteration 2 lambda =  -0.07513617 
## Iteration 3 lambda =  -0.2543255 
## Iteration 4 lambda =  -0.3439202 
## Iteration 5 lambda =  -0.3887176 
## Iteration 6 lambda =  -0.4111162 
## Iteration 7 lambda =  -0.4223156 
## Iteration 8 lambda =  -0.4279152 
## Iteration 9 lambda =  -0.4307151 
## Iteration 10 lambda =  -0.432115 
## Iteration 11 lambda =  -0.4328149 
## Iteration 12 lambda =  -0.4331649 
## Iteration 13 lambda =  -0.4333399 
## Iteration 14 lambda =  -0.4334274 
## Iteration 15 lambda =  -0.4334712 
## Iteration 16 lambda =  -0.433493 
## Iteration 17 lambda =  -0.433504 
## Iteration 18 lambda =  -0.4335094 
## Iteration 19 lambda =  -0.4335122 
## Iteration 20 lambda =  -0.4335135 
## Iteration 21 lambda =  -0.4335142 
## Iteration 22 lambda =  -0.4335146 
## Iteration 23 lambda =  -0.4335147 
## Iteration 24 lambda =  -0.4335148 
## Iteration 1 lambda =  0.2710041 
## Iteration 2 lambda =  -0.09349381 
## Iteration 3 lambda =  -0.2757428 
## Iteration 4 lambda =  -0.3668673 
## Iteration 5 lambda =  -0.4124295 
## Iteration 6 lambda =  -0.4352106 
## Iteration 7 lambda =  -0.4466012 
## Iteration 8 lambda =  -0.4522965 
## Iteration 9 lambda =  -0.4551441 
## Iteration 10 lambda =  -0.4565679 
## Iteration 11 lambda =  -0.4572798 
## Iteration 12 lambda =  -0.4576358 
## Iteration 13 lambda =  -0.4578138 
## Iteration 14 lambda =  -0.4579028 
## Iteration 15 lambda =  -0.4579473 
## Iteration 16 lambda =  -0.4579695 
## Iteration 17 lambda =  -0.4579806 
## Iteration 18 lambda =  -0.4579862 
## Iteration 19 lambda =  -0.457989 
## Iteration 20 lambda =  -0.4579904 
## Iteration 21 lambda =  -0.4579911 
## Iteration 22 lambda =  -0.4579914 
## Iteration 23 lambda =  -0.4579916 
## Iteration 24 lambda =  -0.4579917 
## Iteration 1 lambda =  0.2673689 
## Iteration 2 lambda =  -0.09894665 
## Iteration 3 lambda =  -0.2821044 
## Iteration 4 lambda =  -0.3736833 
## Iteration 5 lambda =  -0.4194728 
## Iteration 6 lambda =  -0.4423675 
## Iteration 7 lambda =  -0.4538148 
## Iteration 8 lambda =  -0.4595385 
## Iteration 9 lambda =  -0.4624004 
## Iteration 10 lambda =  -0.4638313 
## Iteration 11 lambda =  -0.4645467 
## Iteration 12 lambda =  -0.4649045 
## Iteration 13 lambda =  -0.4650833 
## Iteration 14 lambda =  -0.4651728 
## Iteration 15 lambda =  -0.4652175 
## Iteration 16 lambda =  -0.4652398 
## Iteration 17 lambda =  -0.465251 
## Iteration 18 lambda =  -0.4652566 
## Iteration 19 lambda =  -0.4652594 
## Iteration 20 lambda =  -0.4652608 
## Iteration 21 lambda =  -0.4652615 
## Iteration 22 lambda =  -0.4652618 
## Iteration 23 lambda =  -0.465262 
## Iteration 24 lambda =  -0.4652621 
## Iteration 1 lambda =  0.3424416 
## Iteration 2 lambda =  0.01366241 
## Iteration 3 lambda =  -0.1507272 
## Iteration 4 lambda =  -0.232922 
## Iteration 5 lambda =  -0.2740194 
## Iteration 6 lambda =  -0.2945681 
## Iteration 7 lambda =  -0.3048424 
## Iteration 8 lambda =  -0.3099796 
## Iteration 9 lambda =  -0.3125482 
## Iteration 10 lambda =  -0.3138325 
## Iteration 11 lambda =  -0.3144746 
## Iteration 12 lambda =  -0.3147957 
## Iteration 13 lambda =  -0.3149563 
## Iteration 14 lambda =  -0.3150365 
## Iteration 15 lambda =  -0.3150767 
## Iteration 16 lambda =  -0.3150967 
## Iteration 17 lambda =  -0.3151068 
## Iteration 18 lambda =  -0.3151118 
## Iteration 19 lambda =  -0.3151143 
## Iteration 20 lambda =  -0.3151155 
## Iteration 21 lambda =  -0.3151162 
## Iteration 22 lambda =  -0.3151165 
## Iteration 23 lambda =  -0.3151166 
## Iteration 24 lambda =  -0.3151167 
## Iteration 1 lambda =  0.3016627 
## Iteration 2 lambda =  -0.04750594 
## Iteration 3 lambda =  -0.2220903 
## Iteration 4 lambda =  -0.3093824 
## Iteration 5 lambda =  -0.3530285 
## Iteration 6 lambda =  -0.3748515 
## Iteration 7 lambda =  -0.3857631 
## Iteration 8 lambda =  -0.3912188 
## Iteration 9 lambda =  -0.3939467 
## Iteration 10 lambda =  -0.3953106 
## Iteration 11 lambda =  -0.3959926 
## Iteration 12 lambda =  -0.3963336 
## Iteration 13 lambda =  -0.3965041 
## Iteration 14 lambda =  -0.3965893 
## Iteration 15 lambda =  -0.396632 
## Iteration 16 lambda =  -0.3966533 
## Iteration 17 lambda =  -0.3966639 
## Iteration 18 lambda =  -0.3966693 
## Iteration 19 lambda =  -0.3966719 
## Iteration 20 lambda =  -0.3966733 
## Iteration 21 lambda =  -0.3966739 
## Iteration 22 lambda =  -0.3966743 
## Iteration 23 lambda =  -0.3966744 
## Iteration 24 lambda =  -0.3966745 
## Iteration 1 lambda =  0.2871689 
## Iteration 2 lambda =  -0.06924667 
## Iteration 3 lambda =  -0.2474544 
## Iteration 4 lambda =  -0.3365583 
## Iteration 5 lambda =  -0.3811103 
## Iteration 6 lambda =  -0.4033863 
## Iteration 7 lambda =  -0.4145242 
## Iteration 8 lambda =  -0.4200932 
## Iteration 9 lambda =  -0.4228777 
## Iteration 10 lambda =  -0.42427 
## Iteration 11 lambda =  -0.4249661 
## Iteration 12 lambda =  -0.4253142 
## Iteration 13 lambda =  -0.4254882 
## Iteration 14 lambda =  -0.4255752 
## Iteration 15 lambda =  -0.4256187 
## Iteration 16 lambda =  -0.4256405 
## Iteration 17 lambda =  -0.4256513 
## Iteration 18 lambda =  -0.4256568 
## Iteration 19 lambda =  -0.4256595 
## Iteration 20 lambda =  -0.4256609 
## Iteration 21 lambda =  -0.4256615 
## Iteration 22 lambda =  -0.4256619 
## Iteration 23 lambda =  -0.4256621 
## Iteration 24 lambda =  -0.4256621 
## Iteration 1 lambda =  0.2620287 
## Iteration 2 lambda =  -0.1069569 
## Iteration 3 lambda =  -0.2914498 
## Iteration 4 lambda =  -0.3836962 
## Iteration 5 lambda =  -0.4298194 
## Iteration 6 lambda =  -0.452881 
## Iteration 7 lambda =  -0.4644118 
## Iteration 8 lambda =  -0.4701772 
## Iteration 9 lambda =  -0.4730599 
## Iteration 10 lambda =  -0.4745012 
## Iteration 11 lambda =  -0.4752219 
## Iteration 12 lambda =  -0.4755823 
## Iteration 13 lambda =  -0.4757624 
## Iteration 14 lambda =  -0.4758525 
## Iteration 15 lambda =  -0.4758976 
## Iteration 16 lambda =  -0.4759201 
## Iteration 17 lambda =  -0.4759313 
## Iteration 18 lambda =  -0.475937 
## Iteration 19 lambda =  -0.4759398 
## Iteration 20 lambda =  -0.4759412 
## Iteration 21 lambda =  -0.4759419 
## Iteration 22 lambda =  -0.4759422 
## Iteration 23 lambda =  -0.4759424 
## Iteration 24 lambda =  -0.4759425 
## Iteration 1 lambda =  0.324083 
## Iteration 2 lambda =  -0.01387557 
## Iteration 3 lambda =  -0.1828548 
## Iteration 4 lambda =  -0.2673445 
## Iteration 5 lambda =  -0.3095893 
## Iteration 6 lambda =  -0.3307117 
## Iteration 7 lambda =  -0.3412729 
## Iteration 8 lambda =  -0.3465535 
## Iteration 9 lambda =  -0.3491938 
## Iteration 10 lambda =  -0.3505139 
## Iteration 11 lambda =  -0.351174 
## Iteration 12 lambda =  -0.3515041 
## Iteration 13 lambda =  -0.3516691 
## Iteration 14 lambda =  -0.3517516 
## Iteration 15 lambda =  -0.3517928 
## Iteration 16 lambda =  -0.3518135 
## Iteration 17 lambda =  -0.3518238 
## Iteration 18 lambda =  -0.3518289 
## Iteration 19 lambda =  -0.3518315 
## Iteration 20 lambda =  -0.3518328 
## Iteration 21 lambda =  -0.3518335 
## Iteration 22 lambda =  -0.3518338 
## Iteration 23 lambda =  -0.3518339 
## Iteration 24 lambda =  -0.351834 
## Iteration 1 lambda =  0.3225645 
## Iteration 2 lambda =  -0.01615331 
## Iteration 3 lambda =  -0.1855122 
## Iteration 4 lambda =  -0.2701916 
## Iteration 5 lambda =  -0.3125314 
## Iteration 6 lambda =  -0.3337012 
## Iteration 7 lambda =  -0.3442861 
## Iteration 8 lambda =  -0.3495786 
## Iteration 9 lambda =  -0.3522248 
## Iteration 10 lambda =  -0.353548 
## Iteration 11 lambda =  -0.3542095 
## Iteration 12 lambda =  -0.3545403 
## Iteration 13 lambda =  -0.3547057 
## Iteration 14 lambda =  -0.3547884 
## Iteration 15 lambda =  -0.3548297 
## Iteration 16 lambda =  -0.3548504 
## Iteration 17 lambda =  -0.3548607 
## Iteration 18 lambda =  -0.3548659 
## Iteration 19 lambda =  -0.3548685 
## Iteration 20 lambda =  -0.3548698 
## Iteration 21 lambda =  -0.3548704 
## Iteration 22 lambda =  -0.3548708 
## Iteration 23 lambda =  -0.3548709 
## Iteration 24 lambda =  -0.354871 
## Iteration 1 lambda =  0.2907782 
## Iteration 2 lambda =  -0.06383266 
## Iteration 3 lambda =  -0.2411381 
## Iteration 4 lambda =  -0.3297908 
## Iteration 5 lambda =  -0.3741172 
## Iteration 6 lambda =  -0.3962804 
## Iteration 7 lambda =  -0.407362 
## Iteration 8 lambda =  -0.4129027 
## Iteration 9 lambda =  -0.4156731 
## Iteration 10 lambda =  -0.4170583 
## Iteration 11 lambda =  -0.4177509 
## Iteration 12 lambda =  -0.4180972 
## Iteration 13 lambda =  -0.4182704 
## Iteration 14 lambda =  -0.418357 
## Iteration 15 lambda =  -0.4184003 
## Iteration 16 lambda =  -0.4184219 
## Iteration 17 lambda =  -0.4184327 
## Iteration 18 lambda =  -0.4184381 
## Iteration 19 lambda =  -0.4184408 
## Iteration 20 lambda =  -0.4184422 
## Iteration 21 lambda =  -0.4184429 
## Iteration 22 lambda =  -0.4184432 
## Iteration 23 lambda =  -0.4184434 
## Iteration 24 lambda =  -0.4184435 
## Iteration 1 lambda =  0.3225685 
## Iteration 2 lambda =  -0.01614719 
## Iteration 3 lambda =  -0.1855051 
## Iteration 4 lambda =  -0.270184 
## Iteration 5 lambda =  -0.3125235 
## Iteration 6 lambda =  -0.3336932 
## Iteration 7 lambda =  -0.3442781 
## Iteration 8 lambda =  -0.3495705 
## Iteration 9 lambda =  -0.3522167 
## Iteration 10 lambda =  -0.3535398 
## Iteration 11 lambda =  -0.3542014 
## Iteration 12 lambda =  -0.3545321 
## Iteration 13 lambda =  -0.3546975 
## Iteration 14 lambda =  -0.3547802 
## Iteration 15 lambda =  -0.3548216 
## Iteration 16 lambda =  -0.3548423 
## Iteration 17 lambda =  -0.3548526 
## Iteration 18 lambda =  -0.3548578 
## Iteration 19 lambda =  -0.3548603 
## Iteration 20 lambda =  -0.3548616 
## Iteration 21 lambda =  -0.3548623 
## Iteration 22 lambda =  -0.3548626 
## Iteration 23 lambda =  -0.3548628 
## Iteration 24 lambda =  -0.3548628 
## Iteration 1 lambda =  0.3311537 
## Iteration 2 lambda =  -0.003269427 
## Iteration 3 lambda =  -0.170481 
## Iteration 4 lambda =  -0.2540868 
## Iteration 5 lambda =  -0.2958897 
## Iteration 6 lambda =  -0.3167911 
## Iteration 7 lambda =  -0.3272418 
## Iteration 8 lambda =  -0.3324672 
## Iteration 9 lambda =  -0.3350799 
## Iteration 10 lambda =  -0.3363862 
## Iteration 11 lambda =  -0.3370394 
## Iteration 12 lambda =  -0.337366 
## Iteration 13 lambda =  -0.3375293 
## Iteration 14 lambda =  -0.3376109 
## Iteration 15 lambda =  -0.3376517 
## Iteration 16 lambda =  -0.3376722 
## Iteration 17 lambda =  -0.3376824 
## Iteration 18 lambda =  -0.3376875 
## Iteration 19 lambda =  -0.33769 
## Iteration 20 lambda =  -0.3376913 
## Iteration 21 lambda =  -0.3376919 
## Iteration 22 lambda =  -0.3376922 
## Iteration 23 lambda =  -0.3376924 
## Iteration 24 lambda =  -0.3376925 
## Iteration 1 lambda =  0.3152341 
## Iteration 2 lambda =  -0.02714878 
## Iteration 3 lambda =  -0.1983402 
## Iteration 4 lambda =  -0.283936 
## Iteration 5 lambda =  -0.3267338 
## Iteration 6 lambda =  -0.3481328 
## Iteration 7 lambda =  -0.3588322 
## Iteration 8 lambda =  -0.364182 
## Iteration 9 lambda =  -0.3668568 
## Iteration 10 lambda =  -0.3681943 
## Iteration 11 lambda =  -0.368863 
## Iteration 12 lambda =  -0.3691973 
## Iteration 13 lambda =  -0.3693645 
## Iteration 14 lambda =  -0.3694481 
## Iteration 15 lambda =  -0.3694899 
## Iteration 16 lambda =  -0.3695108 
## Iteration 17 lambda =  -0.3695213 
## Iteration 18 lambda =  -0.3695265 
## Iteration 19 lambda =  -0.3695291 
## Iteration 20 lambda =  -0.3695304 
## Iteration 21 lambda =  -0.3695311 
## Iteration 22 lambda =  -0.3695314 
## Iteration 23 lambda =  -0.3695315 
## Iteration 24 lambda =  -0.3695316 
## Iteration 1 lambda =  0.2933244 
## Iteration 2 lambda =  -0.06001345 
## Iteration 3 lambda =  -0.2366824 
## Iteration 4 lambda =  -0.3250168 
## Iteration 5 lambda =  -0.369184 
## Iteration 6 lambda =  -0.3912677 
## Iteration 7 lambda =  -0.4023095 
## Iteration 8 lambda =  -0.4078304 
## Iteration 9 lambda =  -0.4105908 
## Iteration 10 lambda =  -0.411971 
## Iteration 11 lambda =  -0.4126612 
## Iteration 12 lambda =  -0.4130062 
## Iteration 13 lambda =  -0.4131787 
## Iteration 14 lambda =  -0.413265 
## Iteration 15 lambda =  -0.4133081 
## Iteration 16 lambda =  -0.4133297 
## Iteration 17 lambda =  -0.4133405 
## Iteration 18 lambda =  -0.4133459 
## Iteration 19 lambda =  -0.4133486 
## Iteration 20 lambda =  -0.4133499 
## Iteration 21 lambda =  -0.4133506 
## Iteration 22 lambda =  -0.4133509 
## Iteration 23 lambda =  -0.4133511 
## Iteration 24 lambda =  -0.4133512 
## Iteration 1 lambda =  0.3391627 
## Iteration 2 lambda =  0.008744012 
## Iteration 3 lambda =  -0.1564653 
## Iteration 4 lambda =  -0.23907 
## Iteration 5 lambda =  -0.2803723 
## Iteration 6 lambda =  -0.3010235 
## Iteration 7 lambda =  -0.3113491 
## Iteration 8 lambda =  -0.3165119 
## Iteration 9 lambda =  -0.3190933 
## Iteration 10 lambda =  -0.320384 
## Iteration 11 lambda =  -0.3210293 
## Iteration 12 lambda =  -0.321352 
## Iteration 13 lambda =  -0.3215133 
## Iteration 14 lambda =  -0.321594 
## Iteration 15 lambda =  -0.3216343 
## Iteration 16 lambda =  -0.3216545 
## Iteration 17 lambda =  -0.3216646 
## Iteration 18 lambda =  -0.3216696 
## Iteration 19 lambda =  -0.3216721 
## Iteration 20 lambda =  -0.3216734 
## Iteration 21 lambda =  -0.321674 
## Iteration 22 lambda =  -0.3216743 
## Iteration 23 lambda =  -0.3216745 
## Iteration 24 lambda =  -0.3216746 
## Iteration 1 lambda =  0.2412848 
## Iteration 2 lambda =  -0.1380728 
## Iteration 3 lambda =  -0.3277516 
## Iteration 4 lambda =  -0.422591 
## Iteration 5 lambda =  -0.4700107 
## Iteration 6 lambda =  -0.4937205 
## Iteration 7 lambda =  -0.5055754 
## Iteration 8 lambda =  -0.5115029 
## Iteration 9 lambda =  -0.5144666 
## Iteration 10 lambda =  -0.5159485 
## Iteration 11 lambda =  -0.5166894 
## Iteration 12 lambda =  -0.5170599 
## Iteration 13 lambda =  -0.5172451 
## Iteration 14 lambda =  -0.5173377 
## Iteration 15 lambda =  -0.517384 
## Iteration 16 lambda =  -0.5174072 
## Iteration 17 lambda =  -0.5174188 
## Iteration 18 lambda =  -0.5174246 
## Iteration 19 lambda =  -0.5174275 
## Iteration 20 lambda =  -0.5174289 
## Iteration 21 lambda =  -0.5174296 
## Iteration 22 lambda =  -0.51743 
## Iteration 23 lambda =  -0.5174302 
## Iteration 24 lambda =  -0.5174303 
## Iteration 1 lambda =  0.3094993 
## Iteration 2 lambda =  -0.03575099 
## Iteration 3 lambda =  -0.2083762 
## Iteration 4 lambda =  -0.2946887 
## Iteration 5 lambda =  -0.337845 
## Iteration 6 lambda =  -0.3594232 
## Iteration 7 lambda =  -0.3702122 
## Iteration 8 lambda =  -0.3756068 
## Iteration 9 lambda =  -0.3783041 
## Iteration 10 lambda =  -0.3796527 
## Iteration 11 lambda =  -0.380327 
## Iteration 12 lambda =  -0.3806642 
## Iteration 13 lambda =  -0.3808327 
## Iteration 14 lambda =  -0.380917 
## Iteration 15 lambda =  -0.3809592 
## Iteration 16 lambda =  -0.3809802 
## Iteration 17 lambda =  -0.3809908 
## Iteration 18 lambda =  -0.3809961 
## Iteration 19 lambda =  -0.3809987 
## Iteration 20 lambda =  -0.381 
## Iteration 21 lambda =  -0.3810007 
## Iteration 22 lambda =  -0.381001 
## Iteration 23 lambda =  -0.3810012 
## Iteration 24 lambda =  -0.3810012 
## Iteration 1 lambda =  0.2963884 
## Iteration 2 lambda =  -0.05541738 
## Iteration 3 lambda =  -0.2313203 
## Iteration 4 lambda =  -0.3192717 
## Iteration 5 lambda =  -0.3632474 
## Iteration 6 lambda =  -0.3852353 
## Iteration 7 lambda =  -0.3962292 
## Iteration 8 lambda =  -0.4017262 
## Iteration 9 lambda =  -0.4044747 
## Iteration 10 lambda =  -0.4058489 
## Iteration 11 lambda =  -0.4065361 
## Iteration 12 lambda =  -0.4068796 
## Iteration 13 lambda =  -0.4070514 
## Iteration 14 lambda =  -0.4071373 
## Iteration 15 lambda =  -0.4071802 
## Iteration 16 lambda =  -0.4072017 
## Iteration 17 lambda =  -0.4072124 
## Iteration 18 lambda =  -0.4072178 
## Iteration 19 lambda =  -0.4072205 
## Iteration 20 lambda =  -0.4072218 
## Iteration 21 lambda =  -0.4072225 
## Iteration 22 lambda =  -0.4072228 
## Iteration 23 lambda =  -0.407223 
## Iteration 24 lambda =  -0.4072231 
## Iteration 1 lambda =  0.348052 
## Iteration 2 lambda =  0.02207794 
## Iteration 3 lambda =  -0.1409091 
## Iteration 4 lambda =  -0.2224026 
## Iteration 5 lambda =  -0.2631493 
## Iteration 6 lambda =  -0.2835227 
## Iteration 7 lambda =  -0.2937094 
## Iteration 8 lambda =  -0.2988027 
## Iteration 9 lambda =  -0.3013494 
## Iteration 10 lambda =  -0.3026227 
## Iteration 11 lambda =  -0.3032594 
## Iteration 12 lambda =  -0.3035778 
## Iteration 13 lambda =  -0.3037369 
## Iteration 14 lambda =  -0.3038165 
## Iteration 15 lambda =  -0.3038563 
## Iteration 16 lambda =  -0.3038762 
## Iteration 17 lambda =  -0.3038861 
## Iteration 18 lambda =  -0.3038911 
## Iteration 19 lambda =  -0.3038936 
## Iteration 20 lambda =  -0.3038948 
## Iteration 21 lambda =  -0.3038955 
## Iteration 22 lambda =  -0.3038958 
## Iteration 23 lambda =  -0.3038959 
## Iteration 24 lambda =  -0.303896 
## Iteration 1 lambda =  0.330182 
## Iteration 2 lambda =  -0.004726952 
## Iteration 3 lambda =  -0.1721814 
## Iteration 4 lambda =  -0.2559087 
## Iteration 5 lambda =  -0.2977723 
## Iteration 6 lambda =  -0.3187041 
## Iteration 7 lambda =  -0.32917 
## Iteration 8 lambda =  -0.334403 
## Iteration 9 lambda =  -0.3370195 
## Iteration 10 lambda =  -0.3383277 
## Iteration 11 lambda =  -0.3389818 
## Iteration 12 lambda =  -0.3393089 
## Iteration 13 lambda =  -0.3394724 
## Iteration 14 lambda =  -0.3395542 
## Iteration 15 lambda =  -0.3395951 
## Iteration 16 lambda =  -0.3396155 
## Iteration 17 lambda =  -0.3396257 
## Iteration 18 lambda =  -0.3396308 
## Iteration 19 lambda =  -0.3396334 
## Iteration 20 lambda =  -0.3396347 
## Iteration 21 lambda =  -0.3396353 
## Iteration 22 lambda =  -0.3396356 
## Iteration 23 lambda =  -0.3396358 
## Iteration 24 lambda =  -0.3396359 
## Iteration 1 lambda =  0.2690578 
## Iteration 2 lambda =  -0.09641329 
## Iteration 3 lambda =  -0.2791488 
## Iteration 4 lambda =  -0.3705166 
## Iteration 5 lambda =  -0.4162005 
## Iteration 6 lambda =  -0.4390424 
## Iteration 7 lambda =  -0.4504634 
## Iteration 8 lambda =  -0.4561739 
## Iteration 9 lambda =  -0.4590291 
## Iteration 10 lambda =  -0.4604568 
## Iteration 11 lambda =  -0.4611706 
## Iteration 12 lambda =  -0.4615275 
## Iteration 13 lambda =  -0.4617059 
## Iteration 14 lambda =  -0.4617952 
## Iteration 15 lambda =  -0.4618398 
## Iteration 16 lambda =  -0.4618621 
## Iteration 17 lambda =  -0.4618732 
## Iteration 18 lambda =  -0.4618788 
## Iteration 19 lambda =  -0.4618816 
## Iteration 20 lambda =  -0.461883 
## Iteration 21 lambda =  -0.4618837 
## Iteration 22 lambda =  -0.461884 
## Iteration 23 lambda =  -0.4618842 
## Iteration 24 lambda =  -0.4618843 
## Iteration 1 lambda =  0.298273 
## Iteration 2 lambda =  -0.05259051 
## Iteration 3 lambda =  -0.2280223 
## Iteration 4 lambda =  -0.3157381 
## Iteration 5 lambda =  -0.3595961 
## Iteration 6 lambda =  -0.381525 
## Iteration 7 lambda =  -0.3924895 
## Iteration 8 lambda =  -0.3979718 
## Iteration 9 lambda =  -0.4007129 
## Iteration 10 lambda =  -0.4020835 
## Iteration 11 lambda =  -0.4027687 
## Iteration 12 lambda =  -0.4031114 
## Iteration 13 lambda =  -0.4032827 
## Iteration 14 lambda =  -0.4033684 
## Iteration 15 lambda =  -0.4034112 
## Iteration 16 lambda =  -0.4034326 
## Iteration 17 lambda =  -0.4034433 
## Iteration 18 lambda =  -0.4034487 
## Iteration 19 lambda =  -0.4034513 
## Iteration 20 lambda =  -0.4034527 
## Iteration 21 lambda =  -0.4034533 
## Iteration 22 lambda =  -0.4034537 
## Iteration 23 lambda =  -0.4034538 
## Iteration 24 lambda =  -0.4034539 
## Iteration 1 lambda =  0.3433398 
## Iteration 2 lambda =  0.01500969 
## Iteration 3 lambda =  -0.1491554 
## Iteration 4 lambda =  -0.2312379 
## Iteration 5 lambda =  -0.2722792 
## Iteration 6 lambda =  -0.2927998 
## Iteration 7 lambda =  -0.3030601 
## Iteration 8 lambda =  -0.3081903 
## Iteration 9 lambda =  -0.3107553 
## Iteration 10 lambda =  -0.3120379 
## Iteration 11 lambda =  -0.3126791 
## Iteration 12 lambda =  -0.3129998 
## Iteration 13 lambda =  -0.3131601 
## Iteration 14 lambda =  -0.3132403 
## Iteration 15 lambda =  -0.3132803 
## Iteration 16 lambda =  -0.3133004 
## Iteration 17 lambda =  -0.3133104 
## Iteration 18 lambda =  -0.3133154 
## Iteration 19 lambda =  -0.3133179 
## Iteration 20 lambda =  -0.3133192 
## Iteration 21 lambda =  -0.3133198 
## Iteration 22 lambda =  -0.3133201 
## Iteration 23 lambda =  -0.3133203 
## Iteration 24 lambda =  -0.3133203 
## Iteration 1 lambda =  0.3494678 
## Iteration 2 lambda =  0.02420172 
## Iteration 3 lambda =  -0.1384313 
## Iteration 4 lambda =  -0.2197479 
## Iteration 5 lambda =  -0.2604061 
## Iteration 6 lambda =  -0.2807352 
## Iteration 7 lambda =  -0.2908998 
## Iteration 8 lambda =  -0.2959821 
## Iteration 9 lambda =  -0.2985232 
## Iteration 10 lambda =  -0.2997938 
## Iteration 11 lambda =  -0.3004291 
## Iteration 12 lambda =  -0.3007467 
## Iteration 13 lambda =  -0.3009056 
## Iteration 14 lambda =  -0.300985 
## Iteration 15 lambda =  -0.3010247 
## Iteration 16 lambda =  -0.3010445 
## Iteration 17 lambda =  -0.3010545 
## Iteration 18 lambda =  -0.3010594 
## Iteration 19 lambda =  -0.3010619 
## Iteration 20 lambda =  -0.3010631 
## Iteration 21 lambda =  -0.3010638 
## Iteration 22 lambda =  -0.3010641 
## Iteration 23 lambda =  -0.3010642 
## Iteration 24 lambda =  -0.3010643 
## Iteration 1 lambda =  0.3504158 
## Iteration 2 lambda =  0.02562366 
## Iteration 3 lambda =  -0.1367724 
## Iteration 4 lambda =  -0.2179704 
## Iteration 5 lambda =  -0.2585694 
## Iteration 6 lambda =  -0.2788689 
## Iteration 7 lambda =  -0.2890187 
## Iteration 8 lambda =  -0.2940936 
## Iteration 9 lambda =  -0.296631 
## Iteration 10 lambda =  -0.2978997 
## Iteration 11 lambda =  -0.2985341 
## Iteration 12 lambda =  -0.2988513 
## Iteration 13 lambda =  -0.2990099 
## Iteration 14 lambda =  -0.2990892 
## Iteration 15 lambda =  -0.2991288 
## Iteration 16 lambda =  -0.2991486 
## Iteration 17 lambda =  -0.2991585 
## Iteration 18 lambda =  -0.2991635 
## Iteration 19 lambda =  -0.299166 
## Iteration 20 lambda =  -0.2991672 
## Iteration 21 lambda =  -0.2991678 
## Iteration 22 lambda =  -0.2991681 
## Iteration 23 lambda =  -0.2991683 
## Iteration 24 lambda =  -0.2991684 
## Iteration 1 lambda =  0.2322219 
## Iteration 2 lambda =  -0.1516671 
## Iteration 3 lambda =  -0.3436116 
## Iteration 4 lambda =  -0.4395839 
## Iteration 5 lambda =  -0.48757 
## Iteration 6 lambda =  -0.511563 
## Iteration 7 lambda =  -0.5235596 
## Iteration 8 lambda =  -0.5295578 
## Iteration 9 lambda =  -0.532557 
## Iteration 10 lambda =  -0.5340565 
## Iteration 11 lambda =  -0.5348063 
## Iteration 12 lambda =  -0.5351812 
## Iteration 13 lambda =  -0.5353687 
## Iteration 14 lambda =  -0.5354624 
## Iteration 15 lambda =  -0.5355092 
## Iteration 16 lambda =  -0.5355327 
## Iteration 17 lambda =  -0.5355444 
## Iteration 18 lambda =  -0.5355502 
## Iteration 19 lambda =  -0.5355532 
## Iteration 20 lambda =  -0.5355546 
## Iteration 21 lambda =  -0.5355554 
## Iteration 22 lambda =  -0.5355557 
## Iteration 23 lambda =  -0.5355559 
## Iteration 24 lambda =  -0.535556 
## Iteration 1 lambda =  0.3347919 
## Iteration 2 lambda =  0.002187888 
## Iteration 3 lambda =  -0.1641141 
## Iteration 4 lambda =  -0.2472651 
## Iteration 5 lambda =  -0.2888406 
## Iteration 6 lambda =  -0.3096284 
## Iteration 7 lambda =  -0.3200223 
## Iteration 8 lambda =  -0.3252192 
## Iteration 9 lambda =  -0.3278177 
## Iteration 10 lambda =  -0.3291169 
## Iteration 11 lambda =  -0.3297665 
## Iteration 12 lambda =  -0.3300913 
## Iteration 13 lambda =  -0.3302537 
## Iteration 14 lambda =  -0.3303349 
## Iteration 15 lambda =  -0.3303755 
## Iteration 16 lambda =  -0.3303958 
## Iteration 17 lambda =  -0.330406 
## Iteration 18 lambda =  -0.3304111 
## Iteration 19 lambda =  -0.3304136 
## Iteration 20 lambda =  -0.3304149 
## Iteration 21 lambda =  -0.3304155 
## Iteration 22 lambda =  -0.3304158 
## Iteration 23 lambda =  -0.330416 
## Iteration 24 lambda =  -0.3304161 
## Iteration 1 lambda =  0.2773944 
## Iteration 2 lambda =  -0.08390838 
## Iteration 3 lambda =  -0.2645598 
## Iteration 4 lambda =  -0.3548855 
## Iteration 5 lambda =  -0.4000483 
## Iteration 6 lambda =  -0.4226298 
## Iteration 7 lambda =  -0.4339205 
## Iteration 8 lambda =  -0.4395658 
## Iteration 9 lambda =  -0.4423885 
## Iteration 10 lambda =  -0.4437998 
## Iteration 11 lambda =  -0.4445055 
## Iteration 12 lambda =  -0.4448583 
## Iteration 13 lambda =  -0.4450348 
## Iteration 14 lambda =  -0.445123 
## Iteration 15 lambda =  -0.4451671 
## Iteration 16 lambda =  -0.4451891 
## Iteration 17 lambda =  -0.4452002 
## Iteration 18 lambda =  -0.4452057 
## Iteration 19 lambda =  -0.4452084 
## Iteration 20 lambda =  -0.4452098 
## Iteration 21 lambda =  -0.4452105 
## Iteration 22 lambda =  -0.4452108 
## Iteration 23 lambda =  -0.445211 
## Iteration 24 lambda =  -0.4452111 
## Iteration 1 lambda =  0.3348852 
## Iteration 2 lambda =  0.002327772 
## Iteration 3 lambda =  -0.1639509 
## Iteration 4 lambda =  -0.2470903 
## Iteration 5 lambda =  -0.28866 
## Iteration 6 lambda =  -0.3094448 
## Iteration 7 lambda =  -0.3198372 
## Iteration 8 lambda =  -0.3250334 
## Iteration 9 lambda =  -0.3276315 
## Iteration 10 lambda =  -0.3289306 
## Iteration 11 lambda =  -0.3295801 
## Iteration 12 lambda =  -0.3299049 
## Iteration 13 lambda =  -0.3300673 
## Iteration 14 lambda =  -0.3301484 
## Iteration 15 lambda =  -0.330189 
## Iteration 16 lambda =  -0.3302093 
## Iteration 17 lambda =  -0.3302195 
## Iteration 18 lambda =  -0.3302246 
## Iteration 19 lambda =  -0.3302271 
## Iteration 20 lambda =  -0.3302284 
## Iteration 21 lambda =  -0.330229 
## Iteration 22 lambda =  -0.3302293 
## Iteration 23 lambda =  -0.3302295 
## Iteration 24 lambda =  -0.3302296 
## Iteration 1 lambda =  0.2399381 
## Iteration 2 lambda =  -0.1400929 
## Iteration 3 lambda =  -0.3301084 
## Iteration 4 lambda =  -0.4251161 
## Iteration 5 lambda =  -0.47262 
## Iteration 6 lambda =  -0.4963719 
## Iteration 7 lambda =  -0.5082479 
## Iteration 8 lambda =  -0.5141859 
## Iteration 9 lambda =  -0.5171548 
## Iteration 10 lambda =  -0.5186393 
## Iteration 11 lambda =  -0.5193816 
## Iteration 12 lambda =  -0.5197527 
## Iteration 13 lambda =  -0.5199383 
## Iteration 14 lambda =  -0.5200311 
## Iteration 15 lambda =  -0.5200774 
## Iteration 16 lambda =  -0.5201006 
## Iteration 17 lambda =  -0.5201122 
## Iteration 18 lambda =  -0.520118 
## Iteration 19 lambda =  -0.5201209 
## Iteration 20 lambda =  -0.5201224 
## Iteration 21 lambda =  -0.5201231 
## Iteration 22 lambda =  -0.5201235 
## Iteration 23 lambda =  -0.5201237 
## Iteration 24 lambda =  -0.5201237 
## Iteration 1 lambda =  0.3188779 
## Iteration 2 lambda =  -0.0216832 
## Iteration 3 lambda =  -0.1919637 
## Iteration 4 lambda =  -0.277104 
## Iteration 5 lambda =  -0.3196741 
## Iteration 6 lambda =  -0.3409592 
## Iteration 7 lambda =  -0.3516017 
## Iteration 8 lambda =  -0.356923 
## Iteration 9 lambda =  -0.3595836 
## Iteration 10 lambda =  -0.360914 
## Iteration 11 lambda =  -0.3615791 
## Iteration 12 lambda =  -0.3619117 
## Iteration 13 lambda =  -0.362078 
## Iteration 14 lambda =  -0.3621611 
## Iteration 15 lambda =  -0.3622027 
## Iteration 16 lambda =  -0.3622235 
## Iteration 17 lambda =  -0.3622339 
## Iteration 18 lambda =  -0.3622391 
## Iteration 19 lambda =  -0.3622417 
## Iteration 20 lambda =  -0.362243 
## Iteration 21 lambda =  -0.3622436 
## Iteration 22 lambda =  -0.3622439 
## Iteration 23 lambda =  -0.3622441 
## Iteration 24 lambda =  -0.3622442 
## Iteration 1 lambda =  0.2589774 
## Iteration 2 lambda =  -0.1115339 
## Iteration 3 lambda =  -0.2967895 
## Iteration 4 lambda =  -0.3894173 
## Iteration 5 lambda =  -0.4357312 
## Iteration 6 lambda =  -0.4588882 
## Iteration 7 lambda =  -0.4704667 
## Iteration 8 lambda =  -0.4762559 
## Iteration 9 lambda =  -0.4791505 
## Iteration 10 lambda =  -0.4805978 
## Iteration 11 lambda =  -0.4813215 
## Iteration 12 lambda =  -0.4816833 
## Iteration 13 lambda =  -0.4818642 
## Iteration 14 lambda =  -0.4819547 
## Iteration 15 lambda =  -0.4819999 
## Iteration 16 lambda =  -0.4820225 
## Iteration 17 lambda =  -0.4820339 
## Iteration 18 lambda =  -0.4820395 
## Iteration 19 lambda =  -0.4820423 
## Iteration 20 lambda =  -0.4820437 
## Iteration 21 lambda =  -0.4820445 
## Iteration 22 lambda =  -0.4820448 
## Iteration 23 lambda =  -0.482045 
## Iteration 24 lambda =  -0.4820451 
## Iteration 1 lambda =  0.3256006 
## Iteration 2 lambda =  -0.01159906 
## Iteration 3 lambda =  -0.1801989 
## Iteration 4 lambda =  -0.2644988 
## Iteration 5 lambda =  -0.3066488 
## Iteration 6 lambda =  -0.3277238 
## Iteration 7 lambda =  -0.3382613 
## Iteration 8 lambda =  -0.34353 
## Iteration 9 lambda =  -0.3461644 
## Iteration 10 lambda =  -0.3474816 
## Iteration 11 lambda =  -0.3481402 
## Iteration 12 lambda =  -0.3484695 
## Iteration 13 lambda =  -0.3486341 
## Iteration 14 lambda =  -0.3487164 
## Iteration 15 lambda =  -0.3487576 
## Iteration 16 lambda =  -0.3487782 
## Iteration 17 lambda =  -0.3487885 
## Iteration 18 lambda =  -0.3487936 
## Iteration 19 lambda =  -0.3487962 
## Iteration 20 lambda =  -0.3487975 
## Iteration 21 lambda =  -0.3487981 
## Iteration 22 lambda =  -0.3487984 
## Iteration 23 lambda =  -0.3487986 
## Iteration 24 lambda =  -0.3487987 
## Iteration 1 lambda =  0.3741045 
## Iteration 2 lambda =  0.06115669 
## Iteration 3 lambda =  -0.09531719 
## Iteration 4 lambda =  -0.1735541 
## Iteration 5 lambda =  -0.2126726 
## Iteration 6 lambda =  -0.2322318 
## Iteration 7 lambda =  -0.2420115 
## Iteration 8 lambda =  -0.2469013 
## Iteration 9 lambda =  -0.2493462 
## Iteration 10 lambda =  -0.2505686 
## Iteration 11 lambda =  -0.2511799 
## Iteration 12 lambda =  -0.2514855 
## Iteration 13 lambda =  -0.2516383 
## Iteration 14 lambda =  -0.2517147 
## Iteration 15 lambda =  -0.2517529 
## Iteration 16 lambda =  -0.251772 
## Iteration 17 lambda =  -0.2517815 
## Iteration 18 lambda =  -0.2517863 
## Iteration 19 lambda =  -0.2517887 
## Iteration 20 lambda =  -0.2517899 
## Iteration 21 lambda =  -0.2517905 
## Iteration 22 lambda =  -0.2517908 
## Iteration 23 lambda =  -0.2517909 
## Iteration 24 lambda =  -0.251791 
## Iteration 1 lambda =  0.3271931 
## Iteration 2 lambda =  -0.009210314 
## Iteration 3 lambda =  -0.177412 
## Iteration 4 lambda =  -0.2615129 
## Iteration 5 lambda =  -0.3035633 
## Iteration 6 lambda =  -0.3245885 
## Iteration 7 lambda =  -0.3351011 
## Iteration 8 lambda =  -0.3403574 
## Iteration 9 lambda =  -0.3429856 
## Iteration 10 lambda =  -0.3442997 
## Iteration 11 lambda =  -0.3449567 
## Iteration 12 lambda =  -0.3452852 
## Iteration 13 lambda =  -0.3454495 
## Iteration 14 lambda =  -0.3455316 
## Iteration 15 lambda =  -0.3455727 
## Iteration 16 lambda =  -0.3455932 
## Iteration 17 lambda =  -0.3456035 
## Iteration 18 lambda =  -0.3456086 
## Iteration 19 lambda =  -0.3456112 
## Iteration 20 lambda =  -0.3456125 
## Iteration 21 lambda =  -0.3456131 
## Iteration 22 lambda =  -0.3456134 
## Iteration 23 lambda =  -0.3456136 
## Iteration 24 lambda =  -0.3456137 
## Iteration 1 lambda =  0.1811079 
## Iteration 2 lambda =  -0.2283381 
## Iteration 3 lambda =  -0.4330611 
## Iteration 4 lambda =  -0.5354226 
## Iteration 5 lambda =  -0.5866034 
## Iteration 6 lambda =  -0.6121937 
## Iteration 7 lambda =  -0.6249889 
## Iteration 8 lambda =  -0.6313865 
## Iteration 9 lambda =  -0.6345853 
## Iteration 10 lambda =  -0.6361847 
## Iteration 11 lambda =  -0.6369844 
## Iteration 12 lambda =  -0.6373843 
## Iteration 13 lambda =  -0.6375842 
## Iteration 14 lambda =  -0.6376842 
## Iteration 15 lambda =  -0.6377341 
## Iteration 16 lambda =  -0.6377591 
## Iteration 17 lambda =  -0.6377716 
## Iteration 18 lambda =  -0.6377779 
## Iteration 19 lambda =  -0.637781 
## Iteration 20 lambda =  -0.6377826 
## Iteration 21 lambda =  -0.6377833 
## Iteration 22 lambda =  -0.6377837 
## Iteration 23 lambda =  -0.6377839 
## Iteration 24 lambda =  -0.637784 
## Iteration 1 lambda =  0.286653 
## Iteration 2 lambda =  -0.07002055 
## Iteration 3 lambda =  -0.2483573 
## Iteration 4 lambda =  -0.3375257 
## Iteration 5 lambda =  -0.3821099 
## Iteration 6 lambda =  -0.404402 
## Iteration 7 lambda =  -0.415548 
## Iteration 8 lambda =  -0.421121 
## Iteration 9 lambda =  -0.4239076 
## Iteration 10 lambda =  -0.4253008 
## Iteration 11 lambda =  -0.4259974 
## Iteration 12 lambda =  -0.4263458 
## Iteration 13 lambda =  -0.4265199 
## Iteration 14 lambda =  -0.426607 
## Iteration 15 lambda =  -0.4266505 
## Iteration 16 lambda =  -0.4266723 
## Iteration 17 lambda =  -0.4266832 
## Iteration 18 lambda =  -0.4266886 
## Iteration 19 lambda =  -0.4266913 
## Iteration 20 lambda =  -0.4266927 
## Iteration 21 lambda =  -0.4266934 
## Iteration 22 lambda =  -0.4266937 
## Iteration 23 lambda =  -0.4266939 
## Iteration 24 lambda =  -0.426694 
## Iteration 1 lambda =  0.3054702 
## Iteration 2 lambda =  -0.04179468 
## Iteration 3 lambda =  -0.2154271 
## Iteration 4 lambda =  -0.3022433 
## Iteration 5 lambda =  -0.3456515 
## Iteration 6 lambda =  -0.3673555 
## Iteration 7 lambda =  -0.3782075 
## Iteration 8 lambda =  -0.3836336 
## Iteration 9 lambda =  -0.3863466 
## Iteration 10 lambda =  -0.3877031 
## Iteration 11 lambda =  -0.3883813 
## Iteration 12 lambda =  -0.3887204 
## Iteration 13 lambda =  -0.38889 
## Iteration 14 lambda =  -0.3889748 
## Iteration 15 lambda =  -0.3890172 
## Iteration 16 lambda =  -0.3890384 
## Iteration 17 lambda =  -0.389049 
## Iteration 18 lambda =  -0.3890543 
## Iteration 19 lambda =  -0.3890569 
## Iteration 20 lambda =  -0.3890582 
## Iteration 21 lambda =  -0.3890589 
## Iteration 22 lambda =  -0.3890592 
## Iteration 23 lambda =  -0.3890594 
## Iteration 24 lambda =  -0.3890595 
## Iteration 1 lambda =  0.29408 
## Iteration 2 lambda =  -0.05888002 
## Iteration 3 lambda =  -0.23536 
## Iteration 4 lambda =  -0.3236 
## Iteration 5 lambda =  -0.36772 
## Iteration 6 lambda =  -0.38978 
## Iteration 7 lambda =  -0.40081 
## Iteration 8 lambda =  -0.406325 
## Iteration 9 lambda =  -0.4090825 
## Iteration 10 lambda =  -0.4104613 
## Iteration 11 lambda =  -0.4111506 
## Iteration 12 lambda =  -0.4114953 
## Iteration 13 lambda =  -0.4116677 
## Iteration 14 lambda =  -0.4117538 
## Iteration 15 lambda =  -0.4117969 
## Iteration 16 lambda =  -0.4118185 
## Iteration 17 lambda =  -0.4118293 
## Iteration 18 lambda =  -0.4118346 
## Iteration 19 lambda =  -0.4118373 
## Iteration 20 lambda =  -0.4118387 
## Iteration 21 lambda =  -0.4118393 
## Iteration 22 lambda =  -0.4118397 
## Iteration 23 lambda =  -0.4118399 
## Iteration 24 lambda =  -0.4118399 
## Iteration 1 lambda =  0.3627924 
## Iteration 2 lambda =  0.04418858 
## Iteration 3 lambda =  -0.1151133 
## Iteration 4 lambda =  -0.1947643 
## Iteration 5 lambda =  -0.2345898 
## Iteration 6 lambda =  -0.2545025 
## Iteration 7 lambda =  -0.2644589 
## Iteration 8 lambda =  -0.269437 
## Iteration 9 lambda =  -0.2719261 
## Iteration 10 lambda =  -0.2731707 
## Iteration 11 lambda =  -0.273793 
## Iteration 12 lambda =  -0.2741041 
## Iteration 13 lambda =  -0.2742597 
## Iteration 14 lambda =  -0.2743374 
## Iteration 15 lambda =  -0.2743763 
## Iteration 16 lambda =  -0.2743958 
## Iteration 17 lambda =  -0.2744055 
## Iteration 18 lambda =  -0.2744104 
## Iteration 19 lambda =  -0.2744128 
## Iteration 20 lambda =  -0.274414 
## Iteration 21 lambda =  -0.2744146 
## Iteration 22 lambda =  -0.2744149 
## Iteration 23 lambda =  -0.2744151 
## Iteration 24 lambda =  -0.2744152 
## Iteration 1 lambda =  0.2558727 
## Iteration 2 lambda =  -0.116191 
## Iteration 3 lambda =  -0.3022228 
## Iteration 4 lambda =  -0.3952387 
## Iteration 5 lambda =  -0.4417467 
## Iteration 6 lambda =  -0.4650006 
## Iteration 7 lambda =  -0.4766276 
## Iteration 8 lambda =  -0.4824411 
## Iteration 9 lambda =  -0.4853479 
## Iteration 10 lambda =  -0.4868012 
## Iteration 11 lambda =  -0.4875279 
## Iteration 12 lambda =  -0.4878913 
## Iteration 13 lambda =  -0.4880729 
## Iteration 14 lambda =  -0.4881638 
## Iteration 15 lambda =  -0.4882092 
## Iteration 16 lambda =  -0.4882319 
## Iteration 17 lambda =  -0.4882433 
## Iteration 18 lambda =  -0.4882489 
## Iteration 19 lambda =  -0.4882518 
## Iteration 20 lambda =  -0.4882532 
## Iteration 21 lambda =  -0.4882539 
## Iteration 22 lambda =  -0.4882543 
## Iteration 23 lambda =  -0.4882544 
## Iteration 24 lambda =  -0.4882545 
## Iteration 1 lambda =  0.2840887 
## Iteration 2 lambda =  -0.07386692 
## Iteration 3 lambda =  -0.2528447 
## Iteration 4 lambda =  -0.3423336 
## Iteration 5 lambda =  -0.3870781 
## Iteration 6 lambda =  -0.4094503 
## Iteration 7 lambda =  -0.4206364 
## Iteration 8 lambda =  -0.4262295 
## Iteration 9 lambda =  -0.429026 
## Iteration 10 lambda =  -0.4304243 
## Iteration 11 lambda =  -0.4311234 
## Iteration 12 lambda =  -0.431473 
## Iteration 13 lambda =  -0.4316478 
## Iteration 14 lambda =  -0.4317352 
## Iteration 15 lambda =  -0.4317789 
## Iteration 16 lambda =  -0.4318007 
## Iteration 17 lambda =  -0.4318116 
## Iteration 18 lambda =  -0.4318171 
## Iteration 19 lambda =  -0.4318198 
## Iteration 20 lambda =  -0.4318212 
## Iteration 21 lambda =  -0.4318219 
## Iteration 22 lambda =  -0.4318222 
## Iteration 23 lambda =  -0.4318224 
## Iteration 24 lambda =  -0.4318225 
## Iteration 1 lambda =  0.2890234 
## Iteration 2 lambda =  -0.06646497 
## Iteration 3 lambda =  -0.2442091 
## Iteration 4 lambda =  -0.3330812 
## Iteration 5 lambda =  -0.3775173 
## Iteration 6 lambda =  -0.3997353 
## Iteration 7 lambda =  -0.4108443 
## Iteration 8 lambda =  -0.4163988 
## Iteration 9 lambda =  -0.419176 
## Iteration 10 lambda =  -0.4205647 
## Iteration 11 lambda =  -0.421259 
## Iteration 12 lambda =  -0.4216061 
## Iteration 13 lambda =  -0.4217797 
## Iteration 14 lambda =  -0.4218665 
## Iteration 15 lambda =  -0.4219099 
## Iteration 16 lambda =  -0.4219316 
## Iteration 17 lambda =  -0.4219424 
## Iteration 18 lambda =  -0.4219479 
## Iteration 19 lambda =  -0.4219506 
## Iteration 20 lambda =  -0.4219519 
## Iteration 21 lambda =  -0.4219526 
## Iteration 22 lambda =  -0.421953 
## Iteration 23 lambda =  -0.4219531 
## Iteration 24 lambda =  -0.4219532 
## Iteration 1 lambda =  0.2743696 
## Iteration 2 lambda =  -0.08844567 
## Iteration 3 lambda =  -0.2698533 
## Iteration 4 lambda =  -0.3605571 
## Iteration 5 lambda =  -0.405909 
## Iteration 6 lambda =  -0.4285849 
## Iteration 7 lambda =  -0.4399229 
## Iteration 8 lambda =  -0.4455919 
## Iteration 9 lambda =  -0.4484264 
## Iteration 10 lambda =  -0.4498436 
## Iteration 11 lambda =  -0.4505523 
## Iteration 12 lambda =  -0.4509066 
## Iteration 13 lambda =  -0.4510837 
## Iteration 14 lambda =  -0.4511723 
## Iteration 15 lambda =  -0.4512166 
## Iteration 16 lambda =  -0.4512387 
## Iteration 17 lambda =  -0.4512498 
## Iteration 18 lambda =  -0.4512554 
## Iteration 19 lambda =  -0.4512581 
## Iteration 20 lambda =  -0.4512595 
## Iteration 21 lambda =  -0.4512602 
## Iteration 22 lambda =  -0.4512605 
## Iteration 23 lambda =  -0.4512607 
## Iteration 24 lambda =  -0.4512608 
## Iteration 1 lambda =  0.2642295 
## Iteration 2 lambda =  -0.1036558 
## Iteration 3 lambda =  -0.2875984 
## Iteration 4 lambda =  -0.3795697 
## Iteration 5 lambda =  -0.4255554 
## Iteration 6 lambda =  -0.4485482 
## Iteration 7 lambda =  -0.4600446 
## Iteration 8 lambda =  -0.4657928 
## Iteration 9 lambda =  -0.4686669 
## Iteration 10 lambda =  -0.470104 
## Iteration 11 lambda =  -0.4708225 
## Iteration 12 lambda =  -0.4711818 
## Iteration 13 lambda =  -0.4713614 
## Iteration 14 lambda =  -0.4714512 
## Iteration 15 lambda =  -0.4714961 
## Iteration 16 lambda =  -0.4715186 
## Iteration 17 lambda =  -0.4715298 
## Iteration 18 lambda =  -0.4715354 
## Iteration 19 lambda =  -0.4715382 
## Iteration 20 lambda =  -0.4715396 
## Iteration 21 lambda =  -0.4715403 
## Iteration 22 lambda =  -0.4715407 
## Iteration 23 lambda =  -0.4715409 
## Iteration 24 lambda =  -0.471541 
## Iteration 1 lambda =  0.3104809 
## Iteration 2 lambda =  -0.03427862 
## Iteration 3 lambda =  -0.2066584 
## Iteration 4 lambda =  -0.2928483 
## Iteration 5 lambda =  -0.3359432 
## Iteration 6 lambda =  -0.3574907 
## Iteration 7 lambda =  -0.3682644 
## Iteration 8 lambda =  -0.3736513 
## Iteration 9 lambda =  -0.3763447 
## Iteration 10 lambda =  -0.3776914 
## Iteration 11 lambda =  -0.3783648 
## Iteration 12 lambda =  -0.3787015 
## Iteration 13 lambda =  -0.3788698 
## Iteration 14 lambda =  -0.378954 
## Iteration 15 lambda =  -0.3789961 
## Iteration 16 lambda =  -0.3790171 
## Iteration 17 lambda =  -0.3790276 
## Iteration 18 lambda =  -0.3790329 
## Iteration 19 lambda =  -0.3790355 
## Iteration 20 lambda =  -0.3790368 
## Iteration 21 lambda =  -0.3790375 
## Iteration 22 lambda =  -0.3790378 
## Iteration 23 lambda =  -0.379038 
## Iteration 24 lambda =  -0.3790381 
## Iteration 1 lambda =  0.310067 
## Iteration 2 lambda =  -0.03489955 
## Iteration 3 lambda =  -0.2073828 
## Iteration 4 lambda =  -0.2936244 
## Iteration 5 lambda =  -0.3367453 
## Iteration 6 lambda =  -0.3583057 
## Iteration 7 lambda =  -0.3690859 
## Iteration 8 lambda =  -0.374476 
## Iteration 9 lambda =  -0.377171 
## Iteration 10 lambda =  -0.3785185 
## Iteration 11 lambda =  -0.3791923 
## Iteration 12 lambda =  -0.3795292 
## Iteration 13 lambda =  -0.3796976 
## Iteration 14 lambda =  -0.3797819 
## Iteration 15 lambda =  -0.379824 
## Iteration 16 lambda =  -0.379845 
## Iteration 17 lambda =  -0.3798555 
## Iteration 18 lambda =  -0.3798608 
## Iteration 19 lambda =  -0.3798634 
## Iteration 20 lambda =  -0.3798648 
## Iteration 21 lambda =  -0.3798654 
## Iteration 22 lambda =  -0.3798657 
## Iteration 23 lambda =  -0.3798659 
## Iteration 24 lambda =  -0.379866 
## Iteration 1 lambda =  0.2389138 
## Iteration 2 lambda =  -0.1416293 
## Iteration 3 lambda =  -0.3319008 
## Iteration 4 lambda =  -0.4270366 
## Iteration 5 lambda =  -0.4746045 
## Iteration 6 lambda =  -0.4983885 
## Iteration 7 lambda =  -0.5102804 
## Iteration 8 lambda =  -0.5162264 
## Iteration 9 lambda =  -0.5191994 
## Iteration 10 lambda =  -0.5206859 
## Iteration 11 lambda =  -0.5214292 
## Iteration 12 lambda =  -0.5218008 
## Iteration 13 lambda =  -0.5219866 
## Iteration 14 lambda =  -0.5220795 
## Iteration 15 lambda =  -0.5221259 
## Iteration 16 lambda =  -0.5221492 
## Iteration 17 lambda =  -0.5221608 
## Iteration 18 lambda =  -0.5221666 
## Iteration 19 lambda =  -0.5221695 
## Iteration 20 lambda =  -0.5221709 
## Iteration 21 lambda =  -0.5221717 
## Iteration 22 lambda =  -0.522172 
## Iteration 23 lambda =  -0.5221722 
## Iteration 24 lambda =  -0.5221723 
## Iteration 1 lambda =  0.3235253 
## Iteration 2 lambda =  -0.01471204 
## Iteration 3 lambda =  -0.1838307 
## Iteration 4 lambda =  -0.2683901 
## Iteration 5 lambda =  -0.3106697 
## Iteration 6 lambda =  -0.3318096 
## Iteration 7 lambda =  -0.3423795 
## Iteration 8 lambda =  -0.3476644 
## Iteration 9 lambda =  -0.3503069 
## Iteration 10 lambda =  -0.3516281 
## Iteration 11 lambda =  -0.3522888 
## Iteration 12 lambda =  -0.3526191 
## Iteration 13 lambda =  -0.3527842 
## Iteration 14 lambda =  -0.3528668 
## Iteration 15 lambda =  -0.3529081 
## Iteration 16 lambda =  -0.3529287 
## Iteration 17 lambda =  -0.3529391 
## Iteration 18 lambda =  -0.3529442 
## Iteration 19 lambda =  -0.3529468 
## Iteration 20 lambda =  -0.3529481 
## Iteration 21 lambda =  -0.3529487 
## Iteration 22 lambda =  -0.3529491 
## Iteration 23 lambda =  -0.3529492 
## Iteration 24 lambda =  -0.3529493 
## Iteration 1 lambda =  0.3286046 
## Iteration 2 lambda =  -0.007093123 
## Iteration 3 lambda =  -0.174942 
## Iteration 4 lambda =  -0.2588664 
## Iteration 5 lambda =  -0.3008286 
## Iteration 6 lambda =  -0.3218097 
## Iteration 7 lambda =  -0.3323003 
## Iteration 8 lambda =  -0.3375456 
## Iteration 9 lambda =  -0.3401682 
## Iteration 10 lambda =  -0.3414795 
## Iteration 11 lambda =  -0.3421352 
## Iteration 12 lambda =  -0.342463 
## Iteration 13 lambda =  -0.3426269 
## Iteration 14 lambda =  -0.3427089 
## Iteration 15 lambda =  -0.3427499 
## Iteration 16 lambda =  -0.3427703 
## Iteration 17 lambda =  -0.3427806 
## Iteration 18 lambda =  -0.3427857 
## Iteration 19 lambda =  -0.3427883 
## Iteration 20 lambda =  -0.3427895 
## Iteration 21 lambda =  -0.3427902 
## Iteration 22 lambda =  -0.3427905 
## Iteration 23 lambda =  -0.3427907 
## Iteration 24 lambda =  -0.3427908 
## Iteration 1 lambda =  0.3215322 
## Iteration 2 lambda =  -0.01770167 
## Iteration 3 lambda =  -0.1873186 
## Iteration 4 lambda =  -0.2721271 
## Iteration 5 lambda =  -0.3145313 
## Iteration 6 lambda =  -0.3357334 
## Iteration 7 lambda =  -0.3463345 
## Iteration 8 lambda =  -0.351635 
## Iteration 9 lambda =  -0.3542853 
## Iteration 10 lambda =  -0.3556104 
## Iteration 11 lambda =  -0.356273 
## Iteration 12 lambda =  -0.3566043 
## Iteration 13 lambda =  -0.3567699 
## Iteration 14 lambda =  -0.3568527 
## Iteration 15 lambda =  -0.3568941 
## Iteration 16 lambda =  -0.3569148 
## Iteration 17 lambda =  -0.3569252 
## Iteration 18 lambda =  -0.3569304 
## Iteration 19 lambda =  -0.356933 
## Iteration 20 lambda =  -0.3569343 
## Iteration 21 lambda =  -0.3569349 
## Iteration 22 lambda =  -0.3569352 
## Iteration 23 lambda =  -0.3569354 
## Iteration 24 lambda =  -0.3569355 
## Iteration 1 lambda =  0.3232797 
## Iteration 2 lambda =  -0.01508045 
## Iteration 3 lambda =  -0.1842605 
## Iteration 4 lambda =  -0.2688506 
## Iteration 5 lambda =  -0.3111456 
## Iteration 6 lambda =  -0.3322931 
## Iteration 7 lambda =  -0.3428669 
## Iteration 8 lambda =  -0.3481537 
## Iteration 9 lambda =  -0.3507972 
## Iteration 10 lambda =  -0.3521189 
## Iteration 11 lambda =  -0.3527797 
## Iteration 12 lambda =  -0.3531102 
## Iteration 13 lambda =  -0.3532754 
## Iteration 14 lambda =  -0.353358 
## Iteration 15 lambda =  -0.3533993 
## Iteration 16 lambda =  -0.35342 
## Iteration 17 lambda =  -0.3534303 
## Iteration 18 lambda =  -0.3534354 
## Iteration 19 lambda =  -0.353438 
## Iteration 20 lambda =  -0.3534393 
## Iteration 21 lambda =  -0.35344 
## Iteration 22 lambda =  -0.3534403 
## Iteration 23 lambda =  -0.3534404 
## Iteration 24 lambda =  -0.3534405 
## Iteration 1 lambda =  0.3645412 
## Iteration 2 lambda =  0.04681182 
## Iteration 3 lambda =  -0.1120529 
## Iteration 4 lambda =  -0.1914852 
## Iteration 5 lambda =  -0.2312014 
## Iteration 6 lambda =  -0.2510595 
## Iteration 7 lambda =  -0.2609885 
## Iteration 8 lambda =  -0.265953 
## Iteration 9 lambda =  -0.2684353 
## Iteration 10 lambda =  -0.2696764 
## Iteration 11 lambda =  -0.270297 
## Iteration 12 lambda =  -0.2706073 
## Iteration 13 lambda =  -0.2707624 
## Iteration 14 lambda =  -0.27084 
## Iteration 15 lambda =  -0.2708788 
## Iteration 16 lambda =  -0.2708982 
## Iteration 17 lambda =  -0.2709079 
## Iteration 18 lambda =  -0.2709127 
## Iteration 19 lambda =  -0.2709151 
## Iteration 20 lambda =  -0.2709164 
## Iteration 21 lambda =  -0.270917 
## Iteration 22 lambda =  -0.2709173 
## Iteration 23 lambda =  -0.2709174 
## Iteration 24 lambda =  -0.2709175 
## Iteration 1 lambda =  0.3183247 
## Iteration 2 lambda =  -0.02251298 
## Iteration 3 lambda =  -0.1929318 
## Iteration 4 lambda =  -0.2781412 
## Iteration 5 lambda =  -0.3207459 
## Iteration 6 lambda =  -0.3420483 
## Iteration 7 lambda =  -0.3526995 
## Iteration 8 lambda =  -0.3580251 
## Iteration 9 lambda =  -0.3606879 
## Iteration 10 lambda =  -0.3620192 
## Iteration 11 lambda =  -0.3626849 
## Iteration 12 lambda =  -0.3630178 
## Iteration 13 lambda =  -0.3631842 
## Iteration 14 lambda =  -0.3632674 
## Iteration 15 lambda =  -0.363309 
## Iteration 16 lambda =  -0.3633298 
## Iteration 17 lambda =  -0.3633402 
## Iteration 18 lambda =  -0.3633454 
## Iteration 19 lambda =  -0.363348 
## Iteration 20 lambda =  -0.3633493 
## Iteration 21 lambda =  -0.36335 
## Iteration 22 lambda =  -0.3633503 
## Iteration 23 lambda =  -0.3633505 
## Iteration 24 lambda =  -0.3633506 
## Iteration 1 lambda =  0.2937621 
## Iteration 2 lambda =  -0.0593569 
## Iteration 3 lambda =  -0.2359164 
## Iteration 4 lambda =  -0.3241961 
## Iteration 5 lambda =  -0.368336 
## Iteration 6 lambda =  -0.3904059 
## Iteration 7 lambda =  -0.4014409 
## Iteration 8 lambda =  -0.4069584 
## Iteration 9 lambda =  -0.4097171 
## Iteration 10 lambda =  -0.4110965 
## Iteration 11 lambda =  -0.4117862 
## Iteration 12 lambda =  -0.412131 
## Iteration 13 lambda =  -0.4123034 
## Iteration 14 lambda =  -0.4123897 
## Iteration 15 lambda =  -0.4124328 
## Iteration 16 lambda =  -0.4124543 
## Iteration 17 lambda =  -0.4124651 
## Iteration 18 lambda =  -0.4124705 
## Iteration 19 lambda =  -0.4124732 
## Iteration 20 lambda =  -0.4124745 
## Iteration 21 lambda =  -0.4124752 
## Iteration 22 lambda =  -0.4124755 
## Iteration 23 lambda =  -0.4124757 
## Iteration 24 lambda =  -0.4124758 
## Iteration 1 lambda =  0.3332117 
## Iteration 2 lambda =  -0.0001823805 
## Iteration 3 lambda =  -0.1668794 
## Iteration 4 lambda =  -0.250228 
## Iteration 5 lambda =  -0.2919022 
## Iteration 6 lambda =  -0.3127394 
## Iteration 7 lambda =  -0.3231579 
## Iteration 8 lambda =  -0.3283672 
## Iteration 9 lambda =  -0.3309719 
## Iteration 10 lambda =  -0.3322742 
## Iteration 11 lambda =  -0.3329253 
## Iteration 12 lambda =  -0.3332509 
## Iteration 13 lambda =  -0.3334137 
## Iteration 14 lambda =  -0.3334951 
## Iteration 15 lambda =  -0.3335358 
## Iteration 16 lambda =  -0.3335562 
## Iteration 17 lambda =  -0.3335663 
## Iteration 18 lambda =  -0.3335714 
## Iteration 19 lambda =  -0.333574 
## Iteration 20 lambda =  -0.3335752 
## Iteration 21 lambda =  -0.3335759 
## Iteration 22 lambda =  -0.3335762 
## Iteration 23 lambda =  -0.3335763 
## Iteration 24 lambda =  -0.3335764 
## Iteration 1 lambda =  0.3394503 
## Iteration 2 lambda =  0.009175444 
## Iteration 3 lambda =  -0.155962 
## Iteration 4 lambda =  -0.2385307 
## Iteration 5 lambda =  -0.2798151 
## Iteration 6 lambda =  -0.3004572 
## Iteration 7 lambda =  -0.3107783 
## Iteration 8 lambda =  -0.3159389 
## Iteration 9 lambda =  -0.3185191 
## Iteration 10 lambda =  -0.3198093 
## Iteration 11 lambda =  -0.3204543 
## Iteration 12 lambda =  -0.3207769 
## Iteration 13 lambda =  -0.3209381 
## Iteration 14 lambda =  -0.3210188 
## Iteration 15 lambda =  -0.3210591 
## Iteration 16 lambda =  -0.3210793 
## Iteration 17 lambda =  -0.3210893 
## Iteration 18 lambda =  -0.3210944 
## Iteration 19 lambda =  -0.3210969 
## Iteration 20 lambda =  -0.3210981 
## Iteration 21 lambda =  -0.3210988 
## Iteration 22 lambda =  -0.3210991 
## Iteration 23 lambda =  -0.3210993 
## Iteration 24 lambda =  -0.3210993 
## Iteration 1 lambda =  0.2891978 
## Iteration 2 lambda =  -0.06620333 
## Iteration 3 lambda =  -0.2439039 
## Iteration 4 lambda =  -0.3327542 
## Iteration 5 lambda =  -0.3771793 
## Iteration 6 lambda =  -0.3993919 
## Iteration 7 lambda =  -0.4104982 
## Iteration 8 lambda =  -0.4160513 
## Iteration 9 lambda =  -0.4188279 
## Iteration 10 lambda =  -0.4202162 
## Iteration 11 lambda =  -0.4209103 
## Iteration 12 lambda =  -0.4212574 
## Iteration 13 lambda =  -0.4214309 
## Iteration 14 lambda =  -0.4215177 
## Iteration 15 lambda =  -0.4215611 
## Iteration 16 lambda =  -0.4215828 
## Iteration 17 lambda =  -0.4215936 
## Iteration 18 lambda =  -0.421599 
## Iteration 19 lambda =  -0.4216017 
## Iteration 20 lambda =  -0.4216031 
## Iteration 21 lambda =  -0.4216038 
## Iteration 22 lambda =  -0.4216041 
## Iteration 23 lambda =  -0.4216043 
## Iteration 24 lambda =  -0.4216044 
## Iteration 1 lambda =  0.2926783 
## Iteration 2 lambda =  -0.06098262 
## Iteration 3 lambda =  -0.2378131 
## Iteration 4 lambda =  -0.3262283 
## Iteration 5 lambda =  -0.3704359 
## Iteration 6 lambda =  -0.3925397 
## Iteration 7 lambda =  -0.4035916 
## Iteration 8 lambda =  -0.4091175 
## Iteration 9 lambda =  -0.4118805 
## Iteration 10 lambda =  -0.413262 
## Iteration 11 lambda =  -0.4139528 
## Iteration 12 lambda =  -0.4142981 
## Iteration 13 lambda =  -0.4144708 
## Iteration 14 lambda =  -0.4145572 
## Iteration 15 lambda =  -0.4146003 
## Iteration 16 lambda =  -0.4146219 
## Iteration 17 lambda =  -0.4146327 
## Iteration 18 lambda =  -0.4146381 
## Iteration 19 lambda =  -0.4146408 
## Iteration 20 lambda =  -0.4146421 
## Iteration 21 lambda =  -0.4146428 
## Iteration 22 lambda =  -0.4146432 
## Iteration 23 lambda =  -0.4146433 
## Iteration 24 lambda =  -0.4146434 
## Iteration 1 lambda =  0.3523643 
## Iteration 2 lambda =  0.02854641 
## Iteration 3 lambda =  -0.1333625 
## Iteration 4 lambda =  -0.214317 
## Iteration 5 lambda =  -0.2547942 
## Iteration 6 lambda =  -0.2750328 
## Iteration 7 lambda =  -0.2851521 
## Iteration 8 lambda =  -0.2902118 
## Iteration 9 lambda =  -0.2927416 
## Iteration 10 lambda =  -0.2940065 
## Iteration 11 lambda =  -0.294639 
## Iteration 12 lambda =  -0.2949552 
## Iteration 13 lambda =  -0.2951133 
## Iteration 14 lambda =  -0.2951924 
## Iteration 15 lambda =  -0.2952319 
## Iteration 16 lambda =  -0.2952517 
## Iteration 17 lambda =  -0.2952616 
## Iteration 18 lambda =  -0.2952665 
## Iteration 19 lambda =  -0.295269 
## Iteration 20 lambda =  -0.2952702 
## Iteration 21 lambda =  -0.2952708 
## Iteration 22 lambda =  -0.2952711 
## Iteration 23 lambda =  -0.2952713 
## Iteration 24 lambda =  -0.2952714 
## Iteration 1 lambda =  0.3419235 
## Iteration 2 lambda =  0.01288519 
## Iteration 3 lambda =  -0.1516339 
## Iteration 4 lambda =  -0.2338935 
## Iteration 5 lambda =  -0.2750233 
## Iteration 6 lambda =  -0.2955882 
## Iteration 7 lambda =  -0.3058706 
## Iteration 8 lambda =  -0.3110119 
## Iteration 9 lambda =  -0.3135825 
## Iteration 10 lambda =  -0.3148678 
## Iteration 11 lambda =  -0.3155104 
## Iteration 12 lambda =  -0.3158318 
## Iteration 13 lambda =  -0.3159924 
## Iteration 14 lambda =  -0.3160728 
## Iteration 15 lambda =  -0.3161129 
## Iteration 16 lambda =  -0.316133 
## Iteration 17 lambda =  -0.316143 
## Iteration 18 lambda =  -0.3161481 
## Iteration 19 lambda =  -0.3161506 
## Iteration 20 lambda =  -0.3161518 
## Iteration 21 lambda =  -0.3161525 
## Iteration 22 lambda =  -0.3161528 
## Iteration 23 lambda =  -0.3161529 
## Iteration 24 lambda =  -0.316153 
## Iteration 1 lambda =  0.3054433 
## Iteration 2 lambda =  -0.0418351 
## Iteration 3 lambda =  -0.2154743 
## Iteration 4 lambda =  -0.3022939 
## Iteration 5 lambda =  -0.3457037 
## Iteration 6 lambda =  -0.3674086 
## Iteration 7 lambda =  -0.378261 
## Iteration 8 lambda =  -0.3836872 
## Iteration 9 lambda =  -0.3864003 
## Iteration 10 lambda =  -0.3877569 
## Iteration 11 lambda =  -0.3884352 
## Iteration 12 lambda =  -0.3887743 
## Iteration 13 lambda =  -0.3889439 
## Iteration 14 lambda =  -0.3890287 
## Iteration 15 lambda =  -0.3890711 
## Iteration 16 lambda =  -0.3890923 
## Iteration 17 lambda =  -0.3891029 
## Iteration 18 lambda =  -0.3891082 
## Iteration 19 lambda =  -0.3891108 
## Iteration 20 lambda =  -0.3891121 
## Iteration 21 lambda =  -0.3891128 
## Iteration 22 lambda =  -0.3891131 
## Iteration 23 lambda =  -0.3891133 
## Iteration 24 lambda =  -0.3891134 
## Iteration 1 lambda =  0.3216999 
## Iteration 2 lambda =  -0.01745008 
## Iteration 3 lambda =  -0.1870251 
## Iteration 4 lambda =  -0.2718126 
## Iteration 5 lambda =  -0.3142063 
## Iteration 6 lambda =  -0.3354032 
## Iteration 7 lambda =  -0.3460017 
## Iteration 8 lambda =  -0.3513009 
## Iteration 9 lambda =  -0.3539505 
## Iteration 10 lambda =  -0.3552753 
## Iteration 11 lambda =  -0.3559377 
## Iteration 12 lambda =  -0.3562689 
## Iteration 13 lambda =  -0.3564345 
## Iteration 14 lambda =  -0.3565173 
## Iteration 15 lambda =  -0.3565587 
## Iteration 16 lambda =  -0.3565794 
## Iteration 17 lambda =  -0.3565898 
## Iteration 18 lambda =  -0.3565949 
## Iteration 19 lambda =  -0.3565975 
## Iteration 20 lambda =  -0.3565988 
## Iteration 21 lambda =  -0.3565995 
## Iteration 22 lambda =  -0.3565998 
## Iteration 23 lambda =  -0.3565999 
## Iteration 24 lambda =  -0.3566 
## Iteration 1 lambda =  0.2988958 
## Iteration 2 lambda =  -0.05165634 
## Iteration 3 lambda =  -0.2269324 
## Iteration 4 lambda =  -0.3145704 
## Iteration 5 lambda =  -0.3583894 
## Iteration 6 lambda =  -0.3802989 
## Iteration 7 lambda =  -0.3912537 
## Iteration 8 lambda =  -0.3967311 
## Iteration 9 lambda =  -0.3994698 
## Iteration 10 lambda =  -0.4008391 
## Iteration 11 lambda =  -0.4015238 
## Iteration 12 lambda =  -0.4018661 
## Iteration 13 lambda =  -0.4020373 
## Iteration 14 lambda =  -0.4021229 
## Iteration 15 lambda =  -0.4021657 
## Iteration 16 lambda =  -0.4021871 
## Iteration 17 lambda =  -0.4021978 
## Iteration 18 lambda =  -0.4022031 
## Iteration 19 lambda =  -0.4022058 
## Iteration 20 lambda =  -0.4022071 
## Iteration 21 lambda =  -0.4022078 
## Iteration 22 lambda =  -0.4022081 
## Iteration 23 lambda =  -0.4022083 
## Iteration 24 lambda =  -0.4022084 
## Iteration 1 lambda =  0.3195284 
## Iteration 2 lambda =  -0.02070744 
## Iteration 3 lambda =  -0.1908253 
## Iteration 4 lambda =  -0.2758843 
## Iteration 5 lambda =  -0.3184138 
## Iteration 6 lambda =  -0.3396785 
## Iteration 7 lambda =  -0.3503109 
## Iteration 8 lambda =  -0.3556271 
## Iteration 9 lambda =  -0.3582852 
## Iteration 10 lambda =  -0.3596142 
## Iteration 11 lambda =  -0.3602787 
## Iteration 12 lambda =  -0.360611 
## Iteration 13 lambda =  -0.3607771 
## Iteration 14 lambda =  -0.3608602 
## Iteration 15 lambda =  -0.3609017 
## Iteration 16 lambda =  -0.3609225 
## Iteration 17 lambda =  -0.3609329 
## Iteration 18 lambda =  -0.3609381 
## Iteration 19 lambda =  -0.3609407 
## Iteration 20 lambda =  -0.360942 
## Iteration 21 lambda =  -0.3609426 
## Iteration 22 lambda =  -0.3609429 
## Iteration 23 lambda =  -0.3609431 
## Iteration 24 lambda =  -0.3609432 
## Iteration 1 lambda =  0.3057662 
## Iteration 2 lambda =  -0.04135076 
## Iteration 3 lambda =  -0.2149092 
## Iteration 4 lambda =  -0.3016884 
## Iteration 5 lambda =  -0.3450781 
## Iteration 6 lambda =  -0.3667729 
## Iteration 7 lambda =  -0.3776203 
## Iteration 8 lambda =  -0.383044 
## Iteration 9 lambda =  -0.3857558 
## Iteration 10 lambda =  -0.3871117 
## Iteration 11 lambda =  -0.3877897 
## Iteration 12 lambda =  -0.3881287 
## Iteration 13 lambda =  -0.3882982 
## Iteration 14 lambda =  -0.3883829 
## Iteration 15 lambda =  -0.3884253 
## Iteration 16 lambda =  -0.3884465 
## Iteration 17 lambda =  -0.3884571 
## Iteration 18 lambda =  -0.3884624 
## Iteration 19 lambda =  -0.388465 
## Iteration 20 lambda =  -0.3884663 
## Iteration 21 lambda =  -0.388467 
## Iteration 22 lambda =  -0.3884673 
## Iteration 23 lambda =  -0.3884675 
## Iteration 24 lambda =  -0.3884676 
## Iteration 1 lambda =  0.3166496 
## Iteration 2 lambda =  -0.02502564 
## Iteration 3 lambda =  -0.1958632 
## Iteration 4 lambda =  -0.281282 
## Iteration 5 lambda =  -0.3239915 
## Iteration 6 lambda =  -0.3453462 
## Iteration 7 lambda =  -0.3560235 
## Iteration 8 lambda =  -0.3613622 
## Iteration 9 lambda =  -0.3640315 
## Iteration 10 lambda =  -0.3653662 
## Iteration 11 lambda =  -0.3660335 
## Iteration 12 lambda =  -0.3663672 
## Iteration 13 lambda =  -0.366534 
## Iteration 14 lambda =  -0.3666174 
## Iteration 15 lambda =  -0.3666591 
## Iteration 16 lambda =  -0.36668 
## Iteration 17 lambda =  -0.3666904 
## Iteration 18 lambda =  -0.3666956 
## Iteration 19 lambda =  -0.3666982 
## Iteration 20 lambda =  -0.3666995 
## Iteration 21 lambda =  -0.3667002 
## Iteration 22 lambda =  -0.3667005 
## Iteration 23 lambda =  -0.3667007 
## Iteration 24 lambda =  -0.3667008 
## Iteration 1 lambda =  0.3118707 
## Iteration 2 lambda =  -0.03219395 
## Iteration 3 lambda =  -0.2042263 
## Iteration 4 lambda =  -0.2902424 
## Iteration 5 lambda =  -0.3332505 
## Iteration 6 lambda =  -0.3547546 
## Iteration 7 lambda =  -0.3655066 
## Iteration 8 lambda =  -0.3708826 
## Iteration 9 lambda =  -0.3735706 
## Iteration 10 lambda =  -0.3749146 
## Iteration 11 lambda =  -0.3755866 
## Iteration 12 lambda =  -0.3759226 
## Iteration 13 lambda =  -0.3760906 
## Iteration 14 lambda =  -0.3761746 
## Iteration 15 lambda =  -0.3762166 
## Iteration 16 lambda =  -0.3762376 
## Iteration 17 lambda =  -0.3762481 
## Iteration 18 lambda =  -0.3762533 
## Iteration 19 lambda =  -0.376256 
## Iteration 20 lambda =  -0.3762573 
## Iteration 21 lambda =  -0.3762579 
## Iteration 22 lambda =  -0.3762583 
## Iteration 23 lambda =  -0.3762584 
## Iteration 24 lambda =  -0.3762585 
## Iteration 1 lambda =  0.3287822 
## Iteration 2 lambda =  -0.006826637 
## Iteration 3 lambda =  -0.1746311 
## Iteration 4 lambda =  -0.2585333 
## Iteration 5 lambda =  -0.3004844 
## Iteration 6 lambda =  -0.32146 
## Iteration 7 lambda =  -0.3319477 
## Iteration 8 lambda =  -0.3371916 
## Iteration 9 lambda =  -0.3398136 
## Iteration 10 lambda =  -0.3411245 
## Iteration 11 lambda =  -0.34178 
## Iteration 12 lambda =  -0.3421078 
## Iteration 13 lambda =  -0.3422716 
## Iteration 14 lambda =  -0.3423536 
## Iteration 15 lambda =  -0.3423945 
## Iteration 16 lambda =  -0.342415 
## Iteration 17 lambda =  -0.3424253 
## Iteration 18 lambda =  -0.3424304 
## Iteration 19 lambda =  -0.342433 
## Iteration 20 lambda =  -0.3424342 
## Iteration 21 lambda =  -0.3424349 
## Iteration 22 lambda =  -0.3424352 
## Iteration 23 lambda =  -0.3424354 
## Iteration 24 lambda =  -0.3424354 
## Iteration 1 lambda =  0.3254043 
## Iteration 2 lambda =  -0.01189361 
## Iteration 3 lambda =  -0.1805425 
## Iteration 4 lambda =  -0.264867 
## Iteration 5 lambda =  -0.3070292 
## Iteration 6 lambda =  -0.3281104 
## Iteration 7 lambda =  -0.3386509 
## Iteration 8 lambda =  -0.3439212 
## Iteration 9 lambda =  -0.3465563 
## Iteration 10 lambda =  -0.3478739 
## Iteration 11 lambda =  -0.3485327 
## Iteration 12 lambda =  -0.3488621 
## Iteration 13 lambda =  -0.3490268 
## Iteration 14 lambda =  -0.3491091 
## Iteration 15 lambda =  -0.3491503 
## Iteration 16 lambda =  -0.3491709 
## Iteration 17 lambda =  -0.3491812 
## Iteration 18 lambda =  -0.3491863 
## Iteration 19 lambda =  -0.3491889 
## Iteration 20 lambda =  -0.3491902 
## Iteration 21 lambda =  -0.3491908 
## Iteration 22 lambda =  -0.3491912 
## Iteration 23 lambda =  -0.3491913 
## Iteration 24 lambda =  -0.3491914 
## Iteration 1 lambda =  0.2331209 
## Iteration 2 lambda =  -0.1503186 
## Iteration 3 lambda =  -0.3420384 
## Iteration 4 lambda =  -0.4378982 
## Iteration 5 lambda =  -0.4858282 
## Iteration 6 lambda =  -0.5097932 
## Iteration 7 lambda =  -0.5217756 
## Iteration 8 lambda =  -0.5277669 
## Iteration 9 lambda =  -0.5307625 
## Iteration 10 lambda =  -0.5322603 
## Iteration 11 lambda =  -0.5330092 
## Iteration 12 lambda =  -0.5333837 
## Iteration 13 lambda =  -0.5335709 
## Iteration 14 lambda =  -0.5336645 
## Iteration 15 lambda =  -0.5337113 
## Iteration 16 lambda =  -0.5337347 
## Iteration 17 lambda =  -0.5337464 
## Iteration 18 lambda =  -0.5337523 
## Iteration 19 lambda =  -0.5337552 
## Iteration 20 lambda =  -0.5337567 
## Iteration 21 lambda =  -0.5337574 
## Iteration 22 lambda =  -0.5337578 
## Iteration 23 lambda =  -0.5337579 
## Iteration 24 lambda =  -0.533758 
## Iteration 1 lambda =  0.3381605 
## Iteration 2 lambda =  0.007240714 
## Iteration 3 lambda =  -0.1582192 
## Iteration 4 lambda =  -0.2409491 
## Iteration 5 lambda =  -0.2823141 
## Iteration 6 lambda =  -0.3029966 
## Iteration 7 lambda =  -0.3133378 
## Iteration 8 lambda =  -0.3185084 
## Iteration 9 lambda =  -0.3210937 
## Iteration 10 lambda =  -0.3223864 
## Iteration 11 lambda =  -0.3230327 
## Iteration 12 lambda =  -0.3233559 
## Iteration 13 lambda =  -0.3235175 
## Iteration 14 lambda =  -0.3235983 
## Iteration 15 lambda =  -0.3236387 
## Iteration 16 lambda =  -0.3236589 
## Iteration 17 lambda =  -0.3236689 
## Iteration 18 lambda =  -0.323674 
## Iteration 19 lambda =  -0.3236765 
## Iteration 20 lambda =  -0.3236778 
## Iteration 21 lambda =  -0.3236784 
## Iteration 22 lambda =  -0.3236787 
## Iteration 23 lambda =  -0.3236789 
## Iteration 24 lambda =  -0.323679 
## Iteration 1 lambda =  0.3016612 
## Iteration 2 lambda =  -0.04750825 
## Iteration 3 lambda =  -0.222093 
## Iteration 4 lambda =  -0.3093853 
## Iteration 5 lambda =  -0.3530315 
## Iteration 6 lambda =  -0.3748546 
## Iteration 7 lambda =  -0.3857661 
## Iteration 8 lambda =  -0.3912219 
## Iteration 9 lambda =  -0.3939498 
## Iteration 10 lambda =  -0.3953137 
## Iteration 11 lambda =  -0.3959957 
## Iteration 12 lambda =  -0.3963367 
## Iteration 13 lambda =  -0.3965072 
## Iteration 14 lambda =  -0.3965924 
## Iteration 15 lambda =  -0.396635 
## Iteration 16 lambda =  -0.3966564 
## Iteration 17 lambda =  -0.396667 
## Iteration 18 lambda =  -0.3966723 
## Iteration 19 lambda =  -0.396675 
## Iteration 20 lambda =  -0.3966763 
## Iteration 21 lambda =  -0.396677 
## Iteration 22 lambda =  -0.3966773 
## Iteration 23 lambda =  -0.3966775 
## Iteration 24 lambda =  -0.3966776 
## Iteration 1 lambda =  0.2952036 
## Iteration 2 lambda =  -0.05719465 
## Iteration 3 lambda =  -0.2333938 
## Iteration 4 lambda =  -0.3214933 
## Iteration 5 lambda =  -0.3655431 
## Iteration 6 lambda =  -0.387568 
## Iteration 7 lambda =  -0.3985804 
## Iteration 8 lambda =  -0.4040866 
## Iteration 9 lambda =  -0.4068398 
## Iteration 10 lambda =  -0.4082163 
## Iteration 11 lambda =  -0.4089046 
## Iteration 12 lambda =  -0.4092487 
## Iteration 13 lambda =  -0.4094208 
## Iteration 14 lambda =  -0.4095068 
## Iteration 15 lambda =  -0.4095499 
## Iteration 16 lambda =  -0.4095714 
## Iteration 17 lambda =  -0.4095821 
## Iteration 18 lambda =  -0.4095875 
## Iteration 19 lambda =  -0.4095902 
## Iteration 20 lambda =  -0.4095915 
## Iteration 21 lambda =  -0.4095922 
## Iteration 22 lambda =  -0.4095925 
## Iteration 23 lambda =  -0.4095927 
## Iteration 24 lambda =  -0.4095928 
## Iteration 1 lambda =  0.3403789 
## Iteration 2 lambda =  0.01056842 
## Iteration 3 lambda =  -0.1543368 
## Iteration 4 lambda =  -0.2367895 
## Iteration 5 lambda =  -0.2780158 
## Iteration 6 lambda =  -0.298629 
## Iteration 7 lambda =  -0.3089355 
## Iteration 8 lambda =  -0.3140888 
## Iteration 9 lambda =  -0.3166655 
## Iteration 10 lambda =  -0.3179538 
## Iteration 11 lambda =  -0.318598 
## Iteration 12 lambda =  -0.31892 
## Iteration 13 lambda =  -0.3190811 
## Iteration 14 lambda =  -0.3191616 
## Iteration 15 lambda =  -0.3192019 
## Iteration 16 lambda =  -0.319222 
## Iteration 17 lambda =  -0.319232 
## Iteration 18 lambda =  -0.3192371 
## Iteration 19 lambda =  -0.3192396 
## Iteration 20 lambda =  -0.3192409 
## Iteration 21 lambda =  -0.3192415 
## Iteration 22 lambda =  -0.3192418 
## Iteration 23 lambda =  -0.319242 
## Iteration 24 lambda =  -0.319242 
## Iteration 1 lambda =  0.3294213 
## Iteration 2 lambda =  -0.005867984 
## Iteration 3 lambda =  -0.1735126 
## Iteration 4 lambda =  -0.257335 
## Iteration 5 lambda =  -0.2992461 
## Iteration 6 lambda =  -0.3202017 
## Iteration 7 lambda =  -0.3306795 
## Iteration 8 lambda =  -0.3359184 
## Iteration 9 lambda =  -0.3385379 
## Iteration 10 lambda =  -0.3398476 
## Iteration 11 lambda =  -0.3405025 
## Iteration 12 lambda =  -0.3408299 
## Iteration 13 lambda =  -0.3409936 
## Iteration 14 lambda =  -0.3410755 
## Iteration 15 lambda =  -0.3411164 
## Iteration 16 lambda =  -0.3411368 
## Iteration 17 lambda =  -0.3411471 
## Iteration 18 lambda =  -0.3411522 
## Iteration 19 lambda =  -0.3411548 
## Iteration 20 lambda =  -0.341156 
## Iteration 21 lambda =  -0.3411567 
## Iteration 22 lambda =  -0.341157 
## Iteration 23 lambda =  -0.3411572 
## Iteration 24 lambda =  -0.3411572 
## Iteration 1 lambda =  0.2658362 
## Iteration 2 lambda =  -0.1012458 
## Iteration 3 lambda =  -0.2847867 
## Iteration 4 lambda =  -0.3765572 
## Iteration 5 lambda =  -0.4224424 
## Iteration 6 lambda =  -0.445385 
## Iteration 7 lambda =  -0.4568564 
## Iteration 8 lambda =  -0.462592 
## Iteration 9 lambda =  -0.4654598 
## Iteration 10 lambda =  -0.4668938 
## Iteration 11 lambda =  -0.4676107 
## Iteration 12 lambda =  -0.4679692 
## Iteration 13 lambda =  -0.4681484 
## Iteration 14 lambda =  -0.468238 
## Iteration 15 lambda =  -0.4682829 
## Iteration 16 lambda =  -0.4683053 
## Iteration 17 lambda =  -0.4683165 
## Iteration 18 lambda =  -0.4683221 
## Iteration 19 lambda =  -0.4683249 
## Iteration 20 lambda =  -0.4683263 
## Iteration 21 lambda =  -0.468327 
## Iteration 22 lambda =  -0.4683273 
## Iteration 23 lambda =  -0.4683275 
## Iteration 24 lambda =  -0.4683276 
## Iteration 1 lambda =  0.322261 
## Iteration 2 lambda =  -0.01660853 
## Iteration 3 lambda =  -0.1860433 
## Iteration 4 lambda =  -0.2707607 
## Iteration 5 lambda =  -0.3131193 
## Iteration 6 lambda =  -0.3342987 
## Iteration 7 lambda =  -0.3448884 
## Iteration 8 lambda =  -0.3501832 
## Iteration 9 lambda =  -0.3528306 
## Iteration 10 lambda =  -0.3541543 
## Iteration 11 lambda =  -0.3548162 
## Iteration 12 lambda =  -0.3551471 
## Iteration 13 lambda =  -0.3553126 
## Iteration 14 lambda =  -0.3553953 
## Iteration 15 lambda =  -0.3554367 
## Iteration 16 lambda =  -0.3554574 
## Iteration 17 lambda =  -0.3554677 
## Iteration 18 lambda =  -0.3554729 
## Iteration 19 lambda =  -0.3554754 
## Iteration 20 lambda =  -0.3554767 
## Iteration 21 lambda =  -0.3554774 
## Iteration 22 lambda =  -0.3554777 
## Iteration 23 lambda =  -0.3554779 
## Iteration 24 lambda =  -0.355478 
## Iteration 1 lambda =  0.3372704 
## Iteration 2 lambda =  0.005905546 
## Iteration 3 lambda =  -0.1597769 
## Iteration 4 lambda =  -0.2426181 
## Iteration 5 lambda =  -0.2840387 
## Iteration 6 lambda =  -0.304749 
## Iteration 7 lambda =  -0.3151041 
## Iteration 8 lambda =  -0.3202817 
## Iteration 9 lambda =  -0.3228705 
## Iteration 10 lambda =  -0.3241649 
## Iteration 11 lambda =  -0.3248121 
## Iteration 12 lambda =  -0.3251357 
## Iteration 13 lambda =  -0.3252975 
## Iteration 14 lambda =  -0.3253784 
## Iteration 15 lambda =  -0.3254188 
## Iteration 16 lambda =  -0.325439 
## Iteration 17 lambda =  -0.3254492 
## Iteration 18 lambda =  -0.3254542 
## Iteration 19 lambda =  -0.3254567 
## Iteration 20 lambda =  -0.325458 
## Iteration 21 lambda =  -0.3254586 
## Iteration 22 lambda =  -0.325459 
## Iteration 23 lambda =  -0.3254591 
## Iteration 24 lambda =  -0.3254592 
## Iteration 1 lambda =  0.3245003 
## Iteration 2 lambda =  -0.0132496 
## Iteration 3 lambda =  -0.1821245 
## Iteration 4 lambda =  -0.266562 
## Iteration 5 lambda =  -0.3087807 
## Iteration 6 lambda =  -0.3298901 
## Iteration 7 lambda =  -0.3404448 
## Iteration 8 lambda =  -0.3457221 
## Iteration 9 lambda =  -0.3483608 
## Iteration 10 lambda =  -0.3496801 
## Iteration 11 lambda =  -0.3503398 
## Iteration 12 lambda =  -0.3506696 
## Iteration 13 lambda =  -0.3508346 
## Iteration 14 lambda =  -0.350917 
## Iteration 15 lambda =  -0.3509582 
## Iteration 16 lambda =  -0.3509789 
## Iteration 17 lambda =  -0.3509892 
## Iteration 18 lambda =  -0.3509943 
## Iteration 19 lambda =  -0.3509969 
## Iteration 20 lambda =  -0.3509982 
## Iteration 21 lambda =  -0.3509988 
## Iteration 22 lambda =  -0.3509991 
## Iteration 23 lambda =  -0.3509993 
## Iteration 24 lambda =  -0.3509994 
## Iteration 1 lambda =  0.3146182 
## Iteration 2 lambda =  -0.02807263 
## Iteration 3 lambda =  -0.1994181 
## Iteration 4 lambda =  -0.2850908 
## Iteration 5 lambda =  -0.3279271 
## Iteration 6 lambda =  -0.3493453 
## Iteration 7 lambda =  -0.3600544 
## Iteration 8 lambda =  -0.365409 
## Iteration 9 lambda =  -0.3680862 
## Iteration 10 lambda =  -0.3694249 
## Iteration 11 lambda =  -0.3700942 
## Iteration 12 lambda =  -0.3704288 
## Iteration 13 lambda =  -0.3705962 
## Iteration 14 lambda =  -0.3706798 
## Iteration 15 lambda =  -0.3707217 
## Iteration 16 lambda =  -0.3707426 
## Iteration 17 lambda =  -0.370753 
## Iteration 18 lambda =  -0.3707583 
## Iteration 19 lambda =  -0.3707609 
## Iteration 20 lambda =  -0.3707622 
## Iteration 21 lambda =  -0.3707629 
## Iteration 22 lambda =  -0.3707632 
## Iteration 23 lambda =  -0.3707633 
## Iteration 24 lambda =  -0.3707634 
## Iteration 1 lambda =  0.3273534 
## Iteration 2 lambda =  -0.008969928 
## Iteration 3 lambda =  -0.1771316 
## Iteration 4 lambda =  -0.2612124 
## Iteration 5 lambda =  -0.3032528 
## Iteration 6 lambda =  -0.324273 
## Iteration 7 lambda =  -0.3347831 
## Iteration 8 lambda =  -0.3400382 
## Iteration 9 lambda =  -0.3426657 
## Iteration 10 lambda =  -0.3439795 
## Iteration 11 lambda =  -0.3446364 
## Iteration 12 lambda =  -0.3449648 
## Iteration 13 lambda =  -0.345129 
## Iteration 14 lambda =  -0.3452111 
## Iteration 15 lambda =  -0.3452522 
## Iteration 16 lambda =  -0.3452727 
## Iteration 17 lambda =  -0.345283 
## Iteration 18 lambda =  -0.3452881 
## Iteration 19 lambda =  -0.3452907 
## Iteration 20 lambda =  -0.345292 
## Iteration 21 lambda =  -0.3452926 
## Iteration 22 lambda =  -0.3452929 
## Iteration 23 lambda =  -0.3452931 
## Iteration 24 lambda =  -0.3452932 
## Iteration 1 lambda =  0.2760389 
## Iteration 2 lambda =  -0.08594166 
## Iteration 3 lambda =  -0.2669319 
## Iteration 4 lambda =  -0.3574271 
## Iteration 5 lambda =  -0.4026746 
## Iteration 6 lambda =  -0.4252984 
## Iteration 7 lambda =  -0.4366103 
## Iteration 8 lambda =  -0.4422663 
## Iteration 9 lambda =  -0.4450942 
## Iteration 10 lambda =  -0.4465082 
## Iteration 11 lambda =  -0.4472152 
## Iteration 12 lambda =  -0.4475687 
## Iteration 13 lambda =  -0.4477455 
## Iteration 14 lambda =  -0.4478338 
## Iteration 15 lambda =  -0.447878 
## Iteration 16 lambda =  -0.4479001 
## Iteration 17 lambda =  -0.4479112 
## Iteration 18 lambda =  -0.4479167 
## Iteration 19 lambda =  -0.4479194 
## Iteration 20 lambda =  -0.4479208 
## Iteration 21 lambda =  -0.4479215 
## Iteration 22 lambda =  -0.4479219 
## Iteration 23 lambda =  -0.447922 
## Iteration 24 lambda =  -0.4479221 
## Iteration 1 lambda =  0.2858012 
## Iteration 2 lambda =  -0.07129821 
## Iteration 3 lambda =  -0.2498479 
## Iteration 4 lambda =  -0.3391228 
## Iteration 5 lambda =  -0.3837602 
## Iteration 6 lambda =  -0.4060789 
## Iteration 7 lambda =  -0.4172383 
## Iteration 8 lambda =  -0.4228179 
## Iteration 9 lambda =  -0.4256078 
## Iteration 10 lambda =  -0.4270027 
## Iteration 11 lambda =  -0.4277002 
## Iteration 12 lambda =  -0.4280489 
## Iteration 13 lambda =  -0.4282233 
## Iteration 14 lambda =  -0.4283104 
## Iteration 15 lambda =  -0.428354 
## Iteration 16 lambda =  -0.4283758 
## Iteration 17 lambda =  -0.4283867 
## Iteration 18 lambda =  -0.4283922 
## Iteration 19 lambda =  -0.4283949 
## Iteration 20 lambda =  -0.4283963 
## Iteration 21 lambda =  -0.4283969 
## Iteration 22 lambda =  -0.4283973 
## Iteration 23 lambda =  -0.4283974 
## Iteration 24 lambda =  -0.4283975 
## Iteration 1 lambda =  0.3067993 
## Iteration 2 lambda =  -0.03980102 
## Iteration 3 lambda =  -0.2131012 
## Iteration 4 lambda =  -0.2997513 
## Iteration 5 lambda =  -0.3430763 
## Iteration 6 lambda =  -0.3647388 
## Iteration 7 lambda =  -0.3755701 
## Iteration 8 lambda =  -0.3809857 
## Iteration 9 lambda =  -0.3836935 
## Iteration 10 lambda =  -0.3850475 
## Iteration 11 lambda =  -0.3857244 
## Iteration 12 lambda =  -0.3860629 
## Iteration 13 lambda =  -0.3862321 
## Iteration 14 lambda =  -0.3863167 
## Iteration 15 lambda =  -0.386359 
## Iteration 16 lambda =  -0.3863802 
## Iteration 17 lambda =  -0.3863908 
## Iteration 18 lambda =  -0.3863961 
## Iteration 19 lambda =  -0.3863987 
## Iteration 20 lambda =  -0.3864 
## Iteration 21 lambda =  -0.3864007 
## Iteration 22 lambda =  -0.386401 
## Iteration 23 lambda =  -0.3864012 
## Iteration 24 lambda =  -0.3864013 
## Iteration 1 lambda =  0.3099952 
## Iteration 2 lambda =  -0.03500715 
## Iteration 3 lambda =  -0.2075083 
## Iteration 4 lambda =  -0.2937589 
## Iteration 5 lambda =  -0.3368842 
## Iteration 6 lambda =  -0.3584469 
## Iteration 7 lambda =  -0.3692282 
## Iteration 8 lambda =  -0.3746189 
## Iteration 9 lambda =  -0.3773142 
## Iteration 10 lambda =  -0.3786619 
## Iteration 11 lambda =  -0.3793357 
## Iteration 12 lambda =  -0.3796726 
## Iteration 13 lambda =  -0.3798411 
## Iteration 14 lambda =  -0.3799253 
## Iteration 15 lambda =  -0.3799674 
## Iteration 16 lambda =  -0.3799885 
## Iteration 17 lambda =  -0.379999 
## Iteration 18 lambda =  -0.3800043 
## Iteration 19 lambda =  -0.3800069 
## Iteration 20 lambda =  -0.3800082 
## Iteration 21 lambda =  -0.3800089 
## Iteration 22 lambda =  -0.3800092 
## Iteration 23 lambda =  -0.3800094 
## Iteration 24 lambda =  -0.3800095 
## Iteration 1 lambda =  0.3517359 
## Iteration 2 lambda =  0.02760389 
## Iteration 3 lambda =  -0.1344621 
## Iteration 4 lambda =  -0.2154951 
## Iteration 5 lambda =  -0.2560116 
## Iteration 6 lambda =  -0.2762699 
## Iteration 7 lambda =  -0.286399 
## Iteration 8 lambda =  -0.2914636 
## Iteration 9 lambda =  -0.2939959 
## Iteration 10 lambda =  -0.295262 
## Iteration 11 lambda =  -0.2958951 
## Iteration 12 lambda =  -0.2962116 
## Iteration 13 lambda =  -0.2963699 
## Iteration 14 lambda =  -0.296449 
## Iteration 15 lambda =  -0.2964886 
## Iteration 16 lambda =  -0.2965084 
## Iteration 17 lambda =  -0.2965183 
## Iteration 18 lambda =  -0.2965232 
## Iteration 19 lambda =  -0.2965257 
## Iteration 20 lambda =  -0.2965269 
## Iteration 21 lambda =  -0.2965275 
## Iteration 22 lambda =  -0.2965278 
## Iteration 23 lambda =  -0.296528 
## Iteration 24 lambda =  -0.2965281 
## Iteration 1 lambda =  0.3791461 
## Iteration 2 lambda =  0.06871917 
## Iteration 3 lambda =  -0.0864943 
## Iteration 4 lambda =  -0.164101 
## Iteration 5 lambda =  -0.2029044 
## Iteration 6 lambda =  -0.2223061 
## Iteration 7 lambda =  -0.2320069 
## Iteration 8 lambda =  -0.2368573 
## Iteration 9 lambda =  -0.2392826 
## Iteration 10 lambda =  -0.2404952 
## Iteration 11 lambda =  -0.2411015 
## Iteration 12 lambda =  -0.2414046 
## Iteration 13 lambda =  -0.2415562 
## Iteration 14 lambda =  -0.241632 
## Iteration 15 lambda =  -0.2416699 
## Iteration 16 lambda =  -0.2416888 
## Iteration 17 lambda =  -0.2416983 
## Iteration 18 lambda =  -0.241703 
## Iteration 19 lambda =  -0.2417054 
## Iteration 20 lambda =  -0.2417066 
## Iteration 21 lambda =  -0.2417072 
## Iteration 22 lambda =  -0.2417075 
## Iteration 23 lambda =  -0.2417076 
## Iteration 24 lambda =  -0.2417077 
## Iteration 1 lambda =  0.2785863 
## Iteration 2 lambda =  -0.08212048 
## Iteration 3 lambda =  -0.2624739 
## Iteration 4 lambda =  -0.3526506 
## Iteration 5 lambda =  -0.397739 
## Iteration 6 lambda =  -0.4202831 
## Iteration 7 lambda =  -0.4315552 
## Iteration 8 lambda =  -0.4371913 
## Iteration 9 lambda =  -0.4400093 
## Iteration 10 lambda =  -0.4414183 
## Iteration 11 lambda =  -0.4421228 
## Iteration 12 lambda =  -0.4424751 
## Iteration 13 lambda =  -0.4426512 
## Iteration 14 lambda =  -0.4427392 
## Iteration 15 lambda =  -0.4427833 
## Iteration 16 lambda =  -0.4428053 
## Iteration 17 lambda =  -0.4428163 
## Iteration 18 lambda =  -0.4428218 
## Iteration 19 lambda =  -0.4428246 
## Iteration 20 lambda =  -0.4428259 
## Iteration 21 lambda =  -0.4428266 
## Iteration 22 lambda =  -0.442827 
## Iteration 23 lambda =  -0.4428271 
## Iteration 24 lambda =  -0.4428272 
## Iteration 1 lambda =  0.3196468 
## Iteration 2 lambda =  -0.02052973 
## Iteration 3 lambda =  -0.190618 
## Iteration 4 lambda =  -0.2756622 
## Iteration 5 lambda =  -0.3181842 
## Iteration 6 lambda =  -0.3394453 
## Iteration 7 lambda =  -0.3500758 
## Iteration 8 lambda =  -0.3553911 
## Iteration 9 lambda =  -0.3580487 
## Iteration 10 lambda =  -0.3593775 
## Iteration 11 lambda =  -0.3600419 
## Iteration 12 lambda =  -0.3603741 
## Iteration 13 lambda =  -0.3605402 
## Iteration 14 lambda =  -0.3606233 
## Iteration 15 lambda =  -0.3606648 
## Iteration 16 lambda =  -0.3606855 
## Iteration 17 lambda =  -0.3606959 
## Iteration 18 lambda =  -0.3607011 
## Iteration 19 lambda =  -0.3607037 
## Iteration 20 lambda =  -0.360705 
## Iteration 21 lambda =  -0.3607057 
## Iteration 22 lambda =  -0.360706 
## Iteration 23 lambda =  -0.3607061 
## Iteration 24 lambda =  -0.3607062 
## Iteration 1 lambda =  0.3318077 
## Iteration 2 lambda =  -0.002288502 
## Iteration 3 lambda =  -0.1693366 
## Iteration 4 lambda =  -0.2528606 
## Iteration 5 lambda =  -0.2946226 
## Iteration 6 lambda =  -0.3155037 
## Iteration 7 lambda =  -0.3259442 
## Iteration 8 lambda =  -0.3311644 
## Iteration 9 lambda =  -0.3337745 
## Iteration 10 lambda =  -0.3350796 
## Iteration 11 lambda =  -0.3357321 
## Iteration 12 lambda =  -0.3360584 
## Iteration 13 lambda =  -0.3362215 
## Iteration 14 lambda =  -0.3363031 
## Iteration 15 lambda =  -0.3363439 
## Iteration 16 lambda =  -0.3363643 
## Iteration 17 lambda =  -0.3363745 
## Iteration 18 lambda =  -0.3363796 
## Iteration 19 lambda =  -0.3363821 
## Iteration 20 lambda =  -0.3363834 
## Iteration 21 lambda =  -0.336384 
## Iteration 22 lambda =  -0.3363844 
## Iteration 23 lambda =  -0.3363845 
## Iteration 24 lambda =  -0.3363846 
## Iteration 1 lambda =  0.3341719 
## Iteration 2 lambda =  0.001257817 
## Iteration 3 lambda =  -0.1651992 
## Iteration 4 lambda =  -0.2484277 
## Iteration 5 lambda =  -0.290042 
## Iteration 6 lambda =  -0.3108491 
## Iteration 7 lambda =  -0.3212527 
## Iteration 8 lambda =  -0.3264545 
## Iteration 9 lambda =  -0.3290554 
## Iteration 10 lambda =  -0.3303558 
## Iteration 11 lambda =  -0.331006 
## Iteration 12 lambda =  -0.3313311 
## Iteration 13 lambda =  -0.3314937 
## Iteration 14 lambda =  -0.331575 
## Iteration 15 lambda =  -0.3316156 
## Iteration 16 lambda =  -0.3316359 
## Iteration 17 lambda =  -0.3316461 
## Iteration 18 lambda =  -0.3316512 
## Iteration 19 lambda =  -0.3316537 
## Iteration 20 lambda =  -0.331655 
## Iteration 21 lambda =  -0.3316556 
## Iteration 22 lambda =  -0.3316559 
## Iteration 23 lambda =  -0.3316561 
## Iteration 24 lambda =  -0.3316562 
## Iteration 1 lambda =  0.2835241 
## Iteration 2 lambda =  -0.07471391 
## Iteration 3 lambda =  -0.2538329 
## Iteration 4 lambda =  -0.3433924 
## Iteration 5 lambda =  -0.3881721 
## Iteration 6 lambda =  -0.410562 
## Iteration 7 lambda =  -0.4217569 
## Iteration 8 lambda =  -0.4273544 
## Iteration 9 lambda =  -0.4301531 
## Iteration 10 lambda =  -0.4315525 
## Iteration 11 lambda =  -0.4322522 
## Iteration 12 lambda =  -0.432602 
## Iteration 13 lambda =  -0.432777 
## Iteration 14 lambda =  -0.4328644 
## Iteration 15 lambda =  -0.4329081 
## Iteration 16 lambda =  -0.43293 
## Iteration 17 lambda =  -0.4329409 
## Iteration 18 lambda =  -0.4329464 
## Iteration 19 lambda =  -0.4329491 
## Iteration 20 lambda =  -0.4329505 
## Iteration 21 lambda =  -0.4329512 
## Iteration 22 lambda =  -0.4329515 
## Iteration 23 lambda =  -0.4329517 
## Iteration 24 lambda =  -0.4329518 
## Iteration 1 lambda =  0.3364405 
## Iteration 2 lambda =  0.004660698 
## Iteration 3 lambda =  -0.1612292 
## Iteration 4 lambda =  -0.2441741 
## Iteration 5 lambda =  -0.2856466 
## Iteration 6 lambda =  -0.3063828 
## Iteration 7 lambda =  -0.316751 
## Iteration 8 lambda =  -0.321935 
## Iteration 9 lambda =  -0.324527 
## Iteration 10 lambda =  -0.3258231 
## Iteration 11 lambda =  -0.3264711 
## Iteration 12 lambda =  -0.3267951 
## Iteration 13 lambda =  -0.3269571 
## Iteration 14 lambda =  -0.3270381 
## Iteration 15 lambda =  -0.3270786 
## Iteration 16 lambda =  -0.3270988 
## Iteration 17 lambda =  -0.3271089 
## Iteration 18 lambda =  -0.327114 
## Iteration 19 lambda =  -0.3271165 
## Iteration 20 lambda =  -0.3271178 
## Iteration 21 lambda =  -0.3271184 
## Iteration 22 lambda =  -0.3271188 
## Iteration 23 lambda =  -0.3271189 
## Iteration 24 lambda =  -0.327119 
## Iteration 1 lambda =  0.2661312 
## Iteration 2 lambda =  -0.1008032 
## Iteration 3 lambda =  -0.2842704 
## Iteration 4 lambda =  -0.376004 
## Iteration 5 lambda =  -0.4218708 
## Iteration 6 lambda =  -0.4448042 
## Iteration 7 lambda =  -0.4562709 
## Iteration 8 lambda =  -0.4620042 
## Iteration 9 lambda =  -0.4648709 
## Iteration 10 lambda =  -0.4663042 
## Iteration 11 lambda =  -0.4670209 
## Iteration 12 lambda =  -0.4673792 
## Iteration 13 lambda =  -0.4675584 
## Iteration 14 lambda =  -0.467648 
## Iteration 15 lambda =  -0.4676928 
## Iteration 16 lambda =  -0.4677152 
## Iteration 17 lambda =  -0.4677264 
## Iteration 18 lambda =  -0.467732 
## Iteration 19 lambda =  -0.4677348 
## Iteration 20 lambda =  -0.4677362 
## Iteration 21 lambda =  -0.4677369 
## Iteration 22 lambda =  -0.4677372 
## Iteration 23 lambda =  -0.4677374 
## Iteration 24 lambda =  -0.4677375 
## Iteration 1 lambda =  0.3274723 
## Iteration 2 lambda =  -0.008791492 
## Iteration 3 lambda =  -0.1769234 
## Iteration 4 lambda =  -0.2609894 
## Iteration 5 lambda =  -0.3030223 
## Iteration 6 lambda =  -0.3240388 
## Iteration 7 lambda =  -0.3345471 
## Iteration 8 lambda =  -0.3398012 
## Iteration 9 lambda =  -0.3424283 
## Iteration 10 lambda =  -0.3437418 
## Iteration 11 lambda =  -0.3443986 
## Iteration 12 lambda =  -0.3447269 
## Iteration 13 lambda =  -0.3448911 
## Iteration 14 lambda =  -0.3449732 
## Iteration 15 lambda =  -0.3450143 
## Iteration 16 lambda =  -0.3450348 
## Iteration 17 lambda =  -0.3450451 
## Iteration 18 lambda =  -0.3450502 
## Iteration 19 lambda =  -0.3450528 
## Iteration 20 lambda =  -0.345054 
## Iteration 21 lambda =  -0.3450547 
## Iteration 22 lambda =  -0.345055 
## Iteration 23 lambda =  -0.3450552 
## Iteration 24 lambda =  -0.3450552 
## Iteration 1 lambda =  0.3303384 
## Iteration 2 lambda =  -0.00449242 
## Iteration 3 lambda =  -0.1719078 
## Iteration 4 lambda =  -0.2556155 
## Iteration 5 lambda =  -0.2974694 
## Iteration 6 lambda =  -0.3183963 
## Iteration 7 lambda =  -0.3288598 
## Iteration 8 lambda =  -0.3340915 
## Iteration 9 lambda =  -0.3367074 
## Iteration 10 lambda =  -0.3380153 
## Iteration 11 lambda =  -0.3386693 
## Iteration 12 lambda =  -0.3389962 
## Iteration 13 lambda =  -0.3391597 
## Iteration 14 lambda =  -0.3392415 
## Iteration 15 lambda =  -0.3392824 
## Iteration 16 lambda =  -0.3393028 
## Iteration 17 lambda =  -0.339313 
## Iteration 18 lambda =  -0.3393181 
## Iteration 19 lambda =  -0.3393207 
## Iteration 20 lambda =  -0.3393219 
## Iteration 21 lambda =  -0.3393226 
## Iteration 22 lambda =  -0.3393229 
## Iteration 23 lambda =  -0.3393231 
## Iteration 24 lambda =  -0.3393231 
## Iteration 1 lambda =  0.3532334 
## Iteration 2 lambda =  0.02985017 
## Iteration 3 lambda =  -0.1318415 
## Iteration 4 lambda =  -0.2126873 
## Iteration 5 lambda =  -0.2531102 
## Iteration 6 lambda =  -0.2733216 
## Iteration 7 lambda =  -0.2834274 
## Iteration 8 lambda =  -0.2884802 
## Iteration 9 lambda =  -0.2910067 
## Iteration 10 lambda =  -0.2922699 
## Iteration 11 lambda =  -0.2929015 
## Iteration 12 lambda =  -0.2932173 
## Iteration 13 lambda =  -0.2933752 
## Iteration 14 lambda =  -0.2934542 
## Iteration 15 lambda =  -0.2934936 
## Iteration 16 lambda =  -0.2935134 
## Iteration 17 lambda =  -0.2935232 
## Iteration 18 lambda =  -0.2935282 
## Iteration 19 lambda =  -0.2935306 
## Iteration 20 lambda =  -0.2935319 
## Iteration 21 lambda =  -0.2935325 
## Iteration 22 lambda =  -0.2935328 
## Iteration 23 lambda =  -0.293533 
## Iteration 24 lambda =  -0.293533 
## Iteration 1 lambda =  0.3370739 
## Iteration 2 lambda =  0.005610842 
## Iteration 3 lambda =  -0.1601207 
## Iteration 4 lambda =  -0.2429864 
## Iteration 5 lambda =  -0.2844193 
## Iteration 6 lambda =  -0.3051358 
## Iteration 7 lambda =  -0.315494 
## Iteration 8 lambda =  -0.3206731 
## Iteration 9 lambda =  -0.3232627 
## Iteration 10 lambda =  -0.3245574 
## Iteration 11 lambda =  -0.3252048 
## Iteration 12 lambda =  -0.3255285 
## Iteration 13 lambda =  -0.3256904 
## Iteration 14 lambda =  -0.3257713 
## Iteration 15 lambda =  -0.3258117 
## Iteration 16 lambda =  -0.325832 
## Iteration 17 lambda =  -0.3258421 
## Iteration 18 lambda =  -0.3258472 
## Iteration 19 lambda =  -0.3258497 
## Iteration 20 lambda =  -0.3258509 
## Iteration 21 lambda =  -0.3258516 
## Iteration 22 lambda =  -0.3258519 
## Iteration 23 lambda =  -0.3258521 
## Iteration 24 lambda =  -0.3258521 
## Iteration 1 lambda =  0.2839891 
## Iteration 2 lambda =  -0.07401635 
## Iteration 3 lambda =  -0.2530191 
## Iteration 4 lambda =  -0.3425204 
## Iteration 5 lambda =  -0.3872711 
## Iteration 6 lambda =  -0.4096465 
## Iteration 7 lambda =  -0.4208341 
## Iteration 8 lambda =  -0.426428 
## Iteration 9 lambda =  -0.4292249 
## Iteration 10 lambda =  -0.4306233 
## Iteration 11 lambda =  -0.4313226 
## Iteration 12 lambda =  -0.4316722 
## Iteration 13 lambda =  -0.431847 
## Iteration 14 lambda =  -0.4319344 
## Iteration 15 lambda =  -0.4319781 
## Iteration 16 lambda =  -0.4319999 
## Iteration 17 lambda =  -0.4320109 
## Iteration 18 lambda =  -0.4320163 
## Iteration 19 lambda =  -0.4320191 
## Iteration 20 lambda =  -0.4320204 
## Iteration 21 lambda =  -0.4320211 
## Iteration 22 lambda =  -0.4320215 
## Iteration 23 lambda =  -0.4320216 
## Iteration 24 lambda =  -0.4320217 
## Iteration 1 lambda =  0.3031716 
## Iteration 2 lambda =  -0.04524259 
## Iteration 3 lambda =  -0.2194497 
## Iteration 4 lambda =  -0.3065532 
## Iteration 5 lambda =  -0.350105 
## Iteration 6 lambda =  -0.3718809 
## Iteration 7 lambda =  -0.3827688 
## Iteration 8 lambda =  -0.3882128 
## Iteration 9 lambda =  -0.3909348 
## Iteration 10 lambda =  -0.3922958 
## Iteration 11 lambda =  -0.3929763 
## Iteration 12 lambda =  -0.3933165 
## Iteration 13 lambda =  -0.3934867 
## Iteration 14 lambda =  -0.3935717 
## Iteration 15 lambda =  -0.3936143 
## Iteration 16 lambda =  -0.3936355 
## Iteration 17 lambda =  -0.3936462 
## Iteration 18 lambda =  -0.3936515 
## Iteration 19 lambda =  -0.3936541 
## Iteration 20 lambda =  -0.3936555 
## Iteration 21 lambda =  -0.3936561 
## Iteration 22 lambda =  -0.3936565 
## Iteration 23 lambda =  -0.3936566 
## Iteration 24 lambda =  -0.3936567 
## Iteration 1 lambda =  0.3562327 
## Iteration 2 lambda =  0.03434903 
## Iteration 3 lambda =  -0.1265928 
## Iteration 4 lambda =  -0.2070637 
## Iteration 5 lambda =  -0.2472992 
## Iteration 6 lambda =  -0.2674169 
## Iteration 7 lambda =  -0.2774758 
## Iteration 8 lambda =  -0.2825052 
## Iteration 9 lambda =  -0.2850199 
## Iteration 10 lambda =  -0.2862773 
## Iteration 11 lambda =  -0.2869059 
## Iteration 12 lambda =  -0.2872203 
## Iteration 13 lambda =  -0.2873775 
## Iteration 14 lambda =  -0.287456 
## Iteration 15 lambda =  -0.2874953 
## Iteration 16 lambda =  -0.287515 
## Iteration 17 lambda =  -0.2875248 
## Iteration 18 lambda =  -0.2875297 
## Iteration 19 lambda =  -0.2875322 
## Iteration 20 lambda =  -0.2875334 
## Iteration 21 lambda =  -0.287534 
## Iteration 22 lambda =  -0.2875343 
## Iteration 23 lambda =  -0.2875345 
## Iteration 24 lambda =  -0.2875345 
## Iteration 1 lambda =  0.3105576 
## Iteration 2 lambda =  -0.03416363 
## Iteration 3 lambda =  -0.2065242 
## Iteration 4 lambda =  -0.2927045 
## Iteration 5 lambda =  -0.3357947 
## Iteration 6 lambda =  -0.3573398 
## Iteration 7 lambda =  -0.3681123 
## Iteration 8 lambda =  -0.3734986 
## Iteration 9 lambda =  -0.3761917 
## Iteration 10 lambda =  -0.3775383 
## Iteration 11 lambda =  -0.3782116 
## Iteration 12 lambda =  -0.3785482 
## Iteration 13 lambda =  -0.3787165 
## Iteration 14 lambda =  -0.3788007 
## Iteration 15 lambda =  -0.3788428 
## Iteration 16 lambda =  -0.3788638 
## Iteration 17 lambda =  -0.3788743 
## Iteration 18 lambda =  -0.3788796 
## Iteration 19 lambda =  -0.3788822 
## Iteration 20 lambda =  -0.3788835 
## Iteration 21 lambda =  -0.3788842 
## Iteration 22 lambda =  -0.3788845 
## Iteration 23 lambda =  -0.3788847 
## Iteration 24 lambda =  -0.3788848 
## Iteration 1 lambda =  0.3174682 
## Iteration 2 lambda =  -0.02379763 
## Iteration 3 lambda =  -0.1944306 
## Iteration 4 lambda =  -0.279747 
## Iteration 5 lambda =  -0.3224053 
## Iteration 6 lambda =  -0.3437344 
## Iteration 7 lambda =  -0.3543989 
## Iteration 8 lambda =  -0.3597312 
## Iteration 9 lambda =  -0.3623974 
## Iteration 10 lambda =  -0.3637304 
## Iteration 11 lambda =  -0.364397 
## Iteration 12 lambda =  -0.3647302 
## Iteration 13 lambda =  -0.3648969 
## Iteration 14 lambda =  -0.3649802 
## Iteration 15 lambda =  -0.3650219 
## Iteration 16 lambda =  -0.3650427 
## Iteration 17 lambda =  -0.3650531 
## Iteration 18 lambda =  -0.3650583 
## Iteration 19 lambda =  -0.3650609 
## Iteration 20 lambda =  -0.3650622 
## Iteration 21 lambda =  -0.3650629 
## Iteration 22 lambda =  -0.3650632 
## Iteration 23 lambda =  -0.3650633 
## Iteration 24 lambda =  -0.3650634 
## Iteration 1 lambda =  0.2983095 
## Iteration 2 lambda =  -0.05253581 
## Iteration 3 lambda =  -0.2279584 
## Iteration 4 lambda =  -0.3156698 
## Iteration 5 lambda =  -0.3595254 
## Iteration 6 lambda =  -0.3814532 
## Iteration 7 lambda =  -0.3924172 
## Iteration 8 lambda =  -0.3978991 
## Iteration 9 lambda =  -0.4006401 
## Iteration 10 lambda =  -0.4020106 
## Iteration 11 lambda =  -0.4026958 
## Iteration 12 lambda =  -0.4030385 
## Iteration 13 lambda =  -0.4032098 
## Iteration 14 lambda =  -0.4032954 
## Iteration 15 lambda =  -0.4033382 
## Iteration 16 lambda =  -0.4033597 
## Iteration 17 lambda =  -0.4033704 
## Iteration 18 lambda =  -0.4033757 
## Iteration 19 lambda =  -0.4033784 
## Iteration 20 lambda =  -0.4033797 
## Iteration 21 lambda =  -0.4033804 
## Iteration 22 lambda =  -0.4033807 
## Iteration 23 lambda =  -0.4033809 
## Iteration 24 lambda =  -0.403381 
## Iteration 1 lambda =  0.305565 
## Iteration 2 lambda =  -0.04165244 
## Iteration 3 lambda =  -0.2152612 
## Iteration 4 lambda =  -0.3020656 
## Iteration 5 lambda =  -0.3454677 
## Iteration 6 lambda =  -0.3671688 
## Iteration 7 lambda =  -0.3780194 
## Iteration 8 lambda =  -0.3834446 
## Iteration 9 lambda =  -0.3861573 
## Iteration 10 lambda =  -0.3875136 
## Iteration 11 lambda =  -0.3881918 
## Iteration 12 lambda =  -0.3885308 
## Iteration 13 lambda =  -0.3887004 
## Iteration 14 lambda =  -0.3887852 
## Iteration 15 lambda =  -0.3888275 
## Iteration 16 lambda =  -0.3888487 
## Iteration 17 lambda =  -0.3888593 
## Iteration 18 lambda =  -0.3888646 
## Iteration 19 lambda =  -0.3888673 
## Iteration 20 lambda =  -0.3888686 
## Iteration 21 lambda =  -0.3888693 
## Iteration 22 lambda =  -0.3888696 
## Iteration 23 lambda =  -0.3888698 
## Iteration 24 lambda =  -0.3888698 
## Iteration 1 lambda =  0.3395287 
## Iteration 2 lambda =  0.009293096 
## Iteration 3 lambda =  -0.1558247 
## Iteration 4 lambda =  -0.2383836 
## Iteration 5 lambda =  -0.2796631 
## Iteration 6 lambda =  -0.3003028 
## Iteration 7 lambda =  -0.3106227 
## Iteration 8 lambda =  -0.3157826 
## Iteration 9 lambda =  -0.3183626 
## Iteration 10 lambda =  -0.3196526 
## Iteration 11 lambda =  -0.3202975 
## Iteration 12 lambda =  -0.32062 
## Iteration 13 lambda =  -0.3207813 
## Iteration 14 lambda =  -0.3208619 
## Iteration 15 lambda =  -0.3209022 
## Iteration 16 lambda =  -0.3209224 
## Iteration 17 lambda =  -0.3209325 
## Iteration 18 lambda =  -0.3209375 
## Iteration 19 lambda =  -0.32094 
## Iteration 20 lambda =  -0.3209413 
## Iteration 21 lambda =  -0.3209419 
## Iteration 22 lambda =  -0.3209422 
## Iteration 23 lambda =  -0.3209424 
## Iteration 24 lambda =  -0.3209425 
## Iteration 1 lambda =  0.3439001 
## Iteration 2 lambda =  0.01585021 
## Iteration 3 lambda =  -0.1481748 
## Iteration 4 lambda =  -0.2301872 
## Iteration 5 lambda =  -0.2711935 
## Iteration 6 lambda =  -0.2916966 
## Iteration 7 lambda =  -0.3019482 
## Iteration 8 lambda =  -0.3070739 
## Iteration 9 lambda =  -0.3096368 
## Iteration 10 lambda =  -0.3109183 
## Iteration 11 lambda =  -0.311559 
## Iteration 12 lambda =  -0.3118794 
## Iteration 13 lambda =  -0.3120395 
## Iteration 14 lambda =  -0.3121196 
## Iteration 15 lambda =  -0.3121597 
## Iteration 16 lambda =  -0.3121797 
## Iteration 17 lambda =  -0.3121897 
## Iteration 18 lambda =  -0.3121947 
## Iteration 19 lambda =  -0.3121972 
## Iteration 20 lambda =  -0.3121985 
## Iteration 21 lambda =  -0.3121991 
## Iteration 22 lambda =  -0.3121994 
## Iteration 23 lambda =  -0.3121996 
## Iteration 24 lambda =  -0.3121996 
## Iteration 1 lambda =  0.2576665 
## Iteration 2 lambda =  -0.1135002 
## Iteration 3 lambda =  -0.2990836 
## Iteration 4 lambda =  -0.3918753 
## Iteration 5 lambda =  -0.4382711 
## Iteration 6 lambda =  -0.4614691 
## Iteration 7 lambda =  -0.473068 
## Iteration 8 lambda =  -0.4788675 
## Iteration 9 lambda =  -0.4817672 
## Iteration 10 lambda =  -0.4832171 
## Iteration 11 lambda =  -0.4839421 
## Iteration 12 lambda =  -0.4843045 
## Iteration 13 lambda =  -0.4844858 
## Iteration 14 lambda =  -0.4845764 
## Iteration 15 lambda =  -0.4846217 
## Iteration 16 lambda =  -0.4846443 
## Iteration 17 lambda =  -0.4846557 
## Iteration 18 lambda =  -0.4846613 
## Iteration 19 lambda =  -0.4846642 
## Iteration 20 lambda =  -0.4846656 
## Iteration 21 lambda =  -0.4846663 
## Iteration 22 lambda =  -0.4846666 
## Iteration 23 lambda =  -0.4846668 
## Iteration 24 lambda =  -0.4846669 
## Iteration 1 lambda =  0.3024367 
## Iteration 2 lambda =  -0.04634502 
## Iteration 3 lambda =  -0.2207359 
## Iteration 4 lambda =  -0.3079313 
## Iteration 5 lambda =  -0.351529 
## Iteration 6 lambda =  -0.3733278 
## Iteration 7 lambda =  -0.3842273 
## Iteration 8 lambda =  -0.389677 
## Iteration 9 lambda =  -0.3924018 
## Iteration 10 lambda =  -0.3937643 
## Iteration 11 lambda =  -0.3944455 
## Iteration 12 lambda =  -0.3947861 
## Iteration 13 lambda =  -0.3949564 
## Iteration 14 lambda =  -0.3950415 
## Iteration 15 lambda =  -0.3950841 
## Iteration 16 lambda =  -0.3951054 
## Iteration 17 lambda =  -0.395116 
## Iteration 18 lambda =  -0.3951214 
## Iteration 19 lambda =  -0.395124 
## Iteration 20 lambda =  -0.3951254 
## Iteration 21 lambda =  -0.395126 
## Iteration 22 lambda =  -0.3951264 
## Iteration 23 lambda =  -0.3951265 
## Iteration 24 lambda =  -0.3951266 
## Iteration 1 lambda =  0.3532173 
## Iteration 2 lambda =  0.02982589 
## Iteration 3 lambda =  -0.1318698 
## Iteration 4 lambda =  -0.2127176 
## Iteration 5 lambda =  -0.2531416 
## Iteration 6 lambda =  -0.2733535 
## Iteration 7 lambda =  -0.2834595 
## Iteration 8 lambda =  -0.2885125 
## Iteration 9 lambda =  -0.291039 
## Iteration 10 lambda =  -0.2923022 
## Iteration 11 lambda =  -0.2929339 
## Iteration 12 lambda =  -0.2932497 
## Iteration 13 lambda =  -0.2934076 
## Iteration 14 lambda =  -0.2934865 
## Iteration 15 lambda =  -0.293526 
## Iteration 16 lambda =  -0.2935457 
## Iteration 17 lambda =  -0.2935556 
## Iteration 18 lambda =  -0.2935605 
## Iteration 19 lambda =  -0.293563 
## Iteration 20 lambda =  -0.2935642 
## Iteration 21 lambda =  -0.2935649 
## Iteration 22 lambda =  -0.2935652 
## Iteration 23 lambda =  -0.2935653 
## Iteration 24 lambda =  -0.2935654 
## Iteration 1 lambda =  0.3225769 
## Iteration 2 lambda =  -0.01613465 
## Iteration 3 lambda =  -0.1854904 
## Iteration 4 lambda =  -0.2701683 
## Iteration 5 lambda =  -0.3125073 
## Iteration 6 lambda =  -0.3336767 
## Iteration 7 lambda =  -0.3442615 
## Iteration 8 lambda =  -0.3495538 
## Iteration 9 lambda =  -0.3522 
## Iteration 10 lambda =  -0.3535231 
## Iteration 11 lambda =  -0.3541847 
## Iteration 12 lambda =  -0.3545154 
## Iteration 13 lambda =  -0.3546808 
## Iteration 14 lambda =  -0.3547635 
## Iteration 15 lambda =  -0.3548049 
## Iteration 16 lambda =  -0.3548255 
## Iteration 17 lambda =  -0.3548359 
## Iteration 18 lambda =  -0.354841 
## Iteration 19 lambda =  -0.3548436 
## Iteration 20 lambda =  -0.3548449 
## Iteration 21 lambda =  -0.3548456 
## Iteration 22 lambda =  -0.3548459 
## Iteration 23 lambda =  -0.354846 
## Iteration 24 lambda =  -0.3548461 
## Iteration 1 lambda =  0.2978196 
## Iteration 2 lambda =  -0.0532706 
## Iteration 3 lambda =  -0.2288157 
## Iteration 4 lambda =  -0.3165882 
## Iteration 5 lambda =  -0.3604745 
## Iteration 6 lambda =  -0.3824177 
## Iteration 7 lambda =  -0.3933892 
## Iteration 8 lambda =  -0.398875 
## Iteration 9 lambda =  -0.4016179 
## Iteration 10 lambda =  -0.4029894 
## Iteration 11 lambda =  -0.4036751 
## Iteration 12 lambda =  -0.4040179 
## Iteration 13 lambda =  -0.4041894 
## Iteration 14 lambda =  -0.4042751 
## Iteration 15 lambda =  -0.4043179 
## Iteration 16 lambda =  -0.4043394 
## Iteration 17 lambda =  -0.4043501 
## Iteration 18 lambda =  -0.4043554 
## Iteration 19 lambda =  -0.4043581 
## Iteration 20 lambda =  -0.4043595 
## Iteration 21 lambda =  -0.4043601 
## Iteration 22 lambda =  -0.4043605 
## Iteration 23 lambda =  -0.4043606 
## Iteration 24 lambda =  -0.4043607 
## Iteration 1 lambda =  0.3047324 
## Iteration 2 lambda =  -0.04290135 
## Iteration 3 lambda =  -0.2167182 
## Iteration 4 lambda =  -0.3036267 
## Iteration 5 lambda =  -0.3470809 
## Iteration 6 lambda =  -0.368808 
## Iteration 7 lambda =  -0.3796716 
## Iteration 8 lambda =  -0.3851034 
## Iteration 9 lambda =  -0.3878192 
## Iteration 10 lambda =  -0.3891772 
## Iteration 11 lambda =  -0.3898562 
## Iteration 12 lambda =  -0.3901956 
## Iteration 13 lambda =  -0.3903654 
## Iteration 14 lambda =  -0.3904503 
## Iteration 15 lambda =  -0.3904927 
## Iteration 16 lambda =  -0.3905139 
## Iteration 17 lambda =  -0.3905245 
## Iteration 18 lambda =  -0.3905298 
## Iteration 19 lambda =  -0.3905325 
## Iteration 20 lambda =  -0.3905338 
## Iteration 21 lambda =  -0.3905345 
## Iteration 22 lambda =  -0.3905348 
## Iteration 23 lambda =  -0.390535 
## Iteration 24 lambda =  -0.3905351 
## Iteration 1 lambda =  0.3205474 
## Iteration 2 lambda =  -0.01917892 
## Iteration 3 lambda =  -0.1890421 
## Iteration 4 lambda =  -0.2739736 
## Iteration 5 lambda =  -0.3164394 
## Iteration 6 lambda =  -0.3376723 
## Iteration 7 lambda =  -0.3482888 
## Iteration 8 lambda =  -0.353597 
## Iteration 9 lambda =  -0.3562511 
## Iteration 10 lambda =  -0.3575782 
## Iteration 11 lambda =  -0.3582417 
## Iteration 12 lambda =  -0.3585735 
## Iteration 13 lambda =  -0.3587393 
## Iteration 14 lambda =  -0.3588223 
## Iteration 15 lambda =  -0.3588638 
## Iteration 16 lambda =  -0.3588845 
## Iteration 17 lambda =  -0.3588949 
## Iteration 18 lambda =  -0.3589 
## Iteration 19 lambda =  -0.3589026 
## Iteration 20 lambda =  -0.3589039 
## Iteration 21 lambda =  -0.3589046 
## Iteration 22 lambda =  -0.3589049 
## Iteration 23 lambda =  -0.3589051 
## Iteration 24 lambda =  -0.3589051 
## Iteration 1 lambda =  0.3082853 
## Iteration 2 lambda =  -0.037572 
## Iteration 3 lambda =  -0.2105007 
## Iteration 4 lambda =  -0.296965 
## Iteration 5 lambda =  -0.3401972 
## Iteration 6 lambda =  -0.3618133 
## Iteration 7 lambda =  -0.3726213 
## Iteration 8 lambda =  -0.3780253 
## Iteration 9 lambda =  -0.3807273 
## Iteration 10 lambda =  -0.3820783 
## Iteration 11 lambda =  -0.3827538 
## Iteration 12 lambda =  -0.3830916 
## Iteration 13 lambda =  -0.3832605 
## Iteration 14 lambda =  -0.3833449 
## Iteration 15 lambda =  -0.3833871 
## Iteration 16 lambda =  -0.3834082 
## Iteration 17 lambda =  -0.3834188 
## Iteration 18 lambda =  -0.3834241 
## Iteration 19 lambda =  -0.3834267 
## Iteration 20 lambda =  -0.383428 
## Iteration 21 lambda =  -0.3834287 
## Iteration 22 lambda =  -0.383429 
## Iteration 23 lambda =  -0.3834292 
## Iteration 24 lambda =  -0.3834293 
## Iteration 1 lambda =  0.3382088 
## Iteration 2 lambda =  0.007313223 
## Iteration 3 lambda =  -0.1581346 
## Iteration 4 lambda =  -0.2408585 
## Iteration 5 lambda =  -0.2822204 
## Iteration 6 lambda =  -0.3029014 
## Iteration 7 lambda =  -0.3132419 
## Iteration 8 lambda =  -0.3184121 
## Iteration 9 lambda =  -0.3209972 
## Iteration 10 lambda =  -0.3222898 
## Iteration 11 lambda =  -0.3229361 
## Iteration 12 lambda =  -0.3232592 
## Iteration 13 lambda =  -0.3234208 
## Iteration 14 lambda =  -0.3235016 
## Iteration 15 lambda =  -0.323542 
## Iteration 16 lambda =  -0.3235622 
## Iteration 17 lambda =  -0.3235723 
## Iteration 18 lambda =  -0.3235773 
## Iteration 19 lambda =  -0.3235798 
## Iteration 20 lambda =  -0.3235811 
## Iteration 21 lambda =  -0.3235817 
## Iteration 22 lambda =  -0.3235821 
## Iteration 23 lambda =  -0.3235822 
## Iteration 24 lambda =  -0.3235823 
## Iteration 1 lambda =  0.2733176 
## Iteration 2 lambda =  -0.09002354 
## Iteration 3 lambda =  -0.2716941 
## Iteration 4 lambda =  -0.3625294 
## Iteration 5 lambda =  -0.4079471 
## Iteration 6 lambda =  -0.4306559 
## Iteration 7 lambda =  -0.4420103 
## Iteration 8 lambda =  -0.4476875 
## Iteration 9 lambda =  -0.4505261 
## Iteration 10 lambda =  -0.4519454 
## Iteration 11 lambda =  -0.4526551 
## Iteration 12 lambda =  -0.4530099 
## Iteration 13 lambda =  -0.4531873 
## Iteration 14 lambda =  -0.453276 
## Iteration 15 lambda =  -0.4533204 
## Iteration 16 lambda =  -0.4533425 
## Iteration 17 lambda =  -0.4533536 
## Iteration 18 lambda =  -0.4533592 
## Iteration 19 lambda =  -0.4533619 
## Iteration 20 lambda =  -0.4533633 
## Iteration 21 lambda =  -0.453364 
## Iteration 22 lambda =  -0.4533644 
## Iteration 23 lambda =  -0.4533645 
## Iteration 24 lambda =  -0.4533646 
## Iteration 1 lambda =  0.3410767 
## Iteration 2 lambda =  0.01161512 
## Iteration 3 lambda =  -0.1531157 
## Iteration 4 lambda =  -0.2354811 
## Iteration 5 lambda =  -0.2766638 
## Iteration 6 lambda =  -0.2972552 
## Iteration 7 lambda =  -0.3075508 
## Iteration 8 lambda =  -0.3126987 
## Iteration 9 lambda =  -0.3152726 
## Iteration 10 lambda =  -0.3165595 
## Iteration 11 lambda =  -0.317203 
## Iteration 12 lambda =  -0.3175248 
## Iteration 13 lambda =  -0.3176856 
## Iteration 14 lambda =  -0.3177661 
## Iteration 15 lambda =  -0.3178063 
## Iteration 16 lambda =  -0.3178264 
## Iteration 17 lambda =  -0.3178365 
## Iteration 18 lambda =  -0.3178415 
## Iteration 19 lambda =  -0.317844 
## Iteration 20 lambda =  -0.3178453 
## Iteration 21 lambda =  -0.3178459 
## Iteration 22 lambda =  -0.3178462 
## Iteration 23 lambda =  -0.3178464 
## Iteration 24 lambda =  -0.3178464 
## Iteration 1 lambda =  0.3252409 
## Iteration 2 lambda =  -0.01213869 
## Iteration 3 lambda =  -0.1808285 
## Iteration 4 lambda =  -0.2651734 
## Iteration 5 lambda =  -0.3073458 
## Iteration 6 lambda =  -0.328432 
## Iteration 7 lambda =  -0.3389751 
## Iteration 8 lambda =  -0.3442467 
## Iteration 9 lambda =  -0.3468825 
## Iteration 10 lambda =  -0.3482004 
## Iteration 11 lambda =  -0.3488593 
## Iteration 12 lambda =  -0.3491888 
## Iteration 13 lambda =  -0.3493535 
## Iteration 14 lambda =  -0.3494359 
## Iteration 15 lambda =  -0.3494771 
## Iteration 16 lambda =  -0.3494977 
## Iteration 17 lambda =  -0.349508 
## Iteration 18 lambda =  -0.3495131 
## Iteration 19 lambda =  -0.3495157 
## Iteration 20 lambda =  -0.349517 
## Iteration 21 lambda =  -0.3495176 
## Iteration 22 lambda =  -0.3495179 
## Iteration 23 lambda =  -0.3495181 
## Iteration 24 lambda =  -0.3495182 
## Iteration 1 lambda =  0.2549846 
## Iteration 2 lambda =  -0.1175231 
## Iteration 3 lambda =  -0.3037769 
## Iteration 4 lambda =  -0.3969039 
## Iteration 5 lambda =  -0.4434673 
## Iteration 6 lambda =  -0.466749 
## Iteration 7 lambda =  -0.4783899 
## Iteration 8 lambda =  -0.4842103 
## Iteration 9 lambda =  -0.4871206 
## Iteration 10 lambda =  -0.4885757 
## Iteration 11 lambda =  -0.4893032 
## Iteration 12 lambda =  -0.489667 
## Iteration 13 lambda =  -0.4898489 
## Iteration 14 lambda =  -0.4899398 
## Iteration 15 lambda =  -0.4899853 
## Iteration 16 lambda =  -0.490008 
## Iteration 17 lambda =  -0.4900194 
## Iteration 18 lambda =  -0.4900251 
## Iteration 19 lambda =  -0.4900279 
## Iteration 20 lambda =  -0.4900294 
## Iteration 21 lambda =  -0.4900301 
## Iteration 22 lambda =  -0.4900304 
## Iteration 23 lambda =  -0.4900306 
## Iteration 24 lambda =  -0.4900307 
## Iteration 1 lambda =  0.2737738 
## Iteration 2 lambda =  -0.08933929 
## Iteration 3 lambda =  -0.2708958 
## Iteration 4 lambda =  -0.3616741 
## Iteration 5 lambda =  -0.4070633 
## Iteration 6 lambda =  -0.4297578 
## Iteration 7 lambda =  -0.4411051 
## Iteration 8 lambda =  -0.4467787 
## Iteration 9 lambda =  -0.4496156 
## Iteration 10 lambda =  -0.451034 
## Iteration 11 lambda =  -0.4517432 
## Iteration 12 lambda =  -0.4520978 
## Iteration 13 lambda =  -0.4522751 
## Iteration 14 lambda =  -0.4523637 
## Iteration 15 lambda =  -0.4524081 
## Iteration 16 lambda =  -0.4524302 
## Iteration 17 lambda =  -0.4524413 
## Iteration 18 lambda =  -0.4524468 
## Iteration 19 lambda =  -0.4524496 
## Iteration 20 lambda =  -0.452451 
## Iteration 21 lambda =  -0.4524517 
## Iteration 22 lambda =  -0.452452 
## Iteration 23 lambda =  -0.4524522 
## Iteration 24 lambda =  -0.4524523 
## Iteration 1 lambda =  0.3064057 
## Iteration 2 lambda =  -0.04039143 
## Iteration 3 lambda =  -0.21379 
## Iteration 4 lambda =  -0.3004893 
## Iteration 5 lambda =  -0.3438389 
## Iteration 6 lambda =  -0.3655137 
## Iteration 7 lambda =  -0.3763512 
## Iteration 8 lambda =  -0.3817699 
## Iteration 9 lambda =  -0.3844792 
## Iteration 10 lambda =  -0.3858339 
## Iteration 11 lambda =  -0.3865112 
## Iteration 12 lambda =  -0.3868499 
## Iteration 13 lambda =  -0.3870192 
## Iteration 14 lambda =  -0.3871039 
## Iteration 15 lambda =  -0.3871462 
## Iteration 16 lambda =  -0.3871674 
## Iteration 17 lambda =  -0.387178 
## Iteration 18 lambda =  -0.3871833 
## Iteration 19 lambda =  -0.3871859 
## Iteration 20 lambda =  -0.3871872 
## Iteration 21 lambda =  -0.3871879 
## Iteration 22 lambda =  -0.3871882 
## Iteration 23 lambda =  -0.3871884 
## Iteration 24 lambda =  -0.3871885 
## Iteration 1 lambda =  0.2455505 
## Iteration 2 lambda =  -0.1316742 
## Iteration 3 lambda =  -0.3202866 
## Iteration 4 lambda =  -0.4145928 
## Iteration 5 lambda =  -0.4617459 
## Iteration 6 lambda =  -0.4853224 
## Iteration 7 lambda =  -0.4971107 
## Iteration 8 lambda =  -0.5030048 
## Iteration 9 lambda =  -0.5059519 
## Iteration 10 lambda =  -0.5074254 
## Iteration 11 lambda =  -0.5081622 
## Iteration 12 lambda =  -0.5085306 
## Iteration 13 lambda =  -0.5087148 
## Iteration 14 lambda =  -0.5088069 
## Iteration 15 lambda =  -0.5088529 
## Iteration 16 lambda =  -0.5088759 
## Iteration 17 lambda =  -0.5088875 
## Iteration 18 lambda =  -0.5088932 
## Iteration 19 lambda =  -0.5088961 
## Iteration 20 lambda =  -0.5088975 
## Iteration 21 lambda =  -0.5088983 
## Iteration 22 lambda =  -0.5088986 
## Iteration 23 lambda =  -0.5088988 
## Iteration 24 lambda =  -0.5088989 
## Iteration 1 lambda =  0.3247529 
## Iteration 2 lambda =  -0.0128707 
## Iteration 3 lambda =  -0.1816825 
## Iteration 4 lambda =  -0.2660884 
## Iteration 5 lambda =  -0.3082913 
## Iteration 6 lambda =  -0.3293928 
## Iteration 7 lambda =  -0.3399435 
## Iteration 8 lambda =  -0.3452189 
## Iteration 9 lambda =  -0.3478566 
## Iteration 10 lambda =  -0.3491754 
## Iteration 11 lambda =  -0.3498348 
## Iteration 12 lambda =  -0.3501646 
## Iteration 13 lambda =  -0.3503294 
## Iteration 14 lambda =  -0.3504118 
## Iteration 15 lambda =  -0.3504531 
## Iteration 16 lambda =  -0.3504737 
## Iteration 17 lambda =  -0.350484 
## Iteration 18 lambda =  -0.3504891 
## Iteration 19 lambda =  -0.3504917 
## Iteration 20 lambda =  -0.350493 
## Iteration 21 lambda =  -0.3504936 
## Iteration 22 lambda =  -0.3504939 
## Iteration 23 lambda =  -0.3504941 
## Iteration 24 lambda =  -0.3504942 
## Iteration 1 lambda =  0.3557761 
## Iteration 2 lambda =  0.0336642 
## Iteration 3 lambda =  -0.1273918 
## Iteration 4 lambda =  -0.2079197 
## Iteration 5 lambda =  -0.2481837 
## Iteration 6 lambda =  -0.2683157 
## Iteration 7 lambda =  -0.2783817 
## Iteration 8 lambda =  -0.2834147 
## Iteration 9 lambda =  -0.2859312 
## Iteration 10 lambda =  -0.2871895 
## Iteration 11 lambda =  -0.2878186 
## Iteration 12 lambda =  -0.2881332 
## Iteration 13 lambda =  -0.2882904 
## Iteration 14 lambda =  -0.2883691 
## Iteration 15 lambda =  -0.2884084 
## Iteration 16 lambda =  -0.2884281 
## Iteration 17 lambda =  -0.2884379 
## Iteration 18 lambda =  -0.2884428 
## Iteration 19 lambda =  -0.2884453 
## Iteration 20 lambda =  -0.2884465 
## Iteration 21 lambda =  -0.2884471 
## Iteration 22 lambda =  -0.2884474 
## Iteration 23 lambda =  -0.2884476 
## Iteration 24 lambda =  -0.2884477 
## Iteration 1 lambda =  0.3419366 
## Iteration 2 lambda =  0.0129049 
## Iteration 3 lambda =  -0.1516109 
## Iteration 4 lambda =  -0.2338689 
## Iteration 5 lambda =  -0.2749978 
## Iteration 6 lambda =  -0.2955623 
## Iteration 7 lambda =  -0.3058446 
## Iteration 8 lambda =  -0.3109857 
## Iteration 9 lambda =  -0.3135562 
## Iteration 10 lambda =  -0.3148415 
## Iteration 11 lambda =  -0.3154842 
## Iteration 12 lambda =  -0.3158055 
## Iteration 13 lambda =  -0.3159661 
## Iteration 14 lambda =  -0.3160465 
## Iteration 15 lambda =  -0.3160866 
## Iteration 16 lambda =  -0.3161067 
## Iteration 17 lambda =  -0.3161168 
## Iteration 18 lambda =  -0.3161218 
## Iteration 19 lambda =  -0.3161243 
## Iteration 20 lambda =  -0.3161255 
## Iteration 21 lambda =  -0.3161262 
## Iteration 22 lambda =  -0.3161265 
## Iteration 23 lambda =  -0.3161266 
## Iteration 24 lambda =  -0.3161267 
## Iteration 1 lambda =  0.2995034 
## Iteration 2 lambda =  -0.05074495 
## Iteration 3 lambda =  -0.2258691 
## Iteration 4 lambda =  -0.3134312 
## Iteration 5 lambda =  -0.3572122 
## Iteration 6 lambda =  -0.3791027 
## Iteration 7 lambda =  -0.390048 
## Iteration 8 lambda =  -0.3955206 
## Iteration 9 lambda =  -0.3982569 
## Iteration 10 lambda =  -0.3996251 
## Iteration 11 lambda =  -0.4003092 
## Iteration 12 lambda =  -0.4006512 
## Iteration 13 lambda =  -0.4008222 
## Iteration 14 lambda =  -0.4009078 
## Iteration 15 lambda =  -0.4009505 
## Iteration 16 lambda =  -0.4009719 
## Iteration 17 lambda =  -0.4009826 
## Iteration 18 lambda =  -0.4009879 
## Iteration 19 lambda =  -0.4009906 
## Iteration 20 lambda =  -0.4009919 
## Iteration 21 lambda =  -0.4009926 
## Iteration 22 lambda =  -0.4009929 
## Iteration 23 lambda =  -0.4009931 
## Iteration 24 lambda =  -0.4009932 
## Iteration 1 lambda =  0.2859537 
## Iteration 2 lambda =  -0.07106945 
## Iteration 3 lambda =  -0.249581 
## Iteration 4 lambda =  -0.3388368 
## Iteration 5 lambda =  -0.3834647 
## Iteration 6 lambda =  -0.4057787 
## Iteration 7 lambda =  -0.4169356 
## Iteration 8 lambda =  -0.4225141 
## Iteration 9 lambda =  -0.4253034 
## Iteration 10 lambda =  -0.426698 
## Iteration 11 lambda =  -0.4273953 
## Iteration 12 lambda =  -0.4277439 
## Iteration 13 lambda =  -0.4279183 
## Iteration 14 lambda =  -0.4280054 
## Iteration 15 lambda =  -0.428049 
## Iteration 16 lambda =  -0.4280708 
## Iteration 17 lambda =  -0.4280817 
## Iteration 18 lambda =  -0.4280872 
## Iteration 19 lambda =  -0.4280899 
## Iteration 20 lambda =  -0.4280912 
## Iteration 21 lambda =  -0.4280919 
## Iteration 22 lambda =  -0.4280923 
## Iteration 23 lambda =  -0.4280924 
## Iteration 24 lambda =  -0.4280925 
## Iteration 1 lambda =  0.3054586 
## Iteration 2 lambda =  -0.04181216 
## Iteration 3 lambda =  -0.2154475 
## Iteration 4 lambda =  -0.3022652 
## Iteration 5 lambda =  -0.345674 
## Iteration 6 lambda =  -0.3673785 
## Iteration 7 lambda =  -0.3782307 
## Iteration 8 lambda =  -0.3836568 
## Iteration 9 lambda =  -0.3863698 
## Iteration 10 lambda =  -0.3877263 
## Iteration 11 lambda =  -0.3884046 
## Iteration 12 lambda =  -0.3887437 
## Iteration 13 lambda =  -0.3889133 
## Iteration 14 lambda =  -0.3889981 
## Iteration 15 lambda =  -0.3890405 
## Iteration 16 lambda =  -0.3890617 
## Iteration 17 lambda =  -0.3890723 
## Iteration 18 lambda =  -0.3890776 
## Iteration 19 lambda =  -0.3890802 
## Iteration 20 lambda =  -0.3890815 
## Iteration 21 lambda =  -0.3890822 
## Iteration 22 lambda =  -0.3890825 
## Iteration 23 lambda =  -0.3890827 
## Iteration 24 lambda =  -0.3890828 
## Iteration 1 lambda =  0.2693067 
## Iteration 2 lambda =  -0.09603989 
## Iteration 3 lambda =  -0.2787132 
## Iteration 4 lambda =  -0.3700499 
## Iteration 5 lambda =  -0.4157182 
## Iteration 6 lambda =  -0.4385524 
## Iteration 7 lambda =  -0.4499694 
## Iteration 8 lambda =  -0.455678 
## Iteration 9 lambda =  -0.4585322 
## Iteration 10 lambda =  -0.4599594 
## Iteration 11 lambda =  -0.460673 
## Iteration 12 lambda =  -0.4610297 
## Iteration 13 lambda =  -0.4612081 
## Iteration 14 lambda =  -0.4612973 
## Iteration 15 lambda =  -0.4613419 
## Iteration 16 lambda =  -0.4613642 
## Iteration 17 lambda =  -0.4613754 
## Iteration 18 lambda =  -0.4613809 
## Iteration 19 lambda =  -0.4613837 
## Iteration 20 lambda =  -0.4613851 
## Iteration 21 lambda =  -0.4613858 
## Iteration 22 lambda =  -0.4613862 
## Iteration 23 lambda =  -0.4613863 
## Iteration 24 lambda =  -0.4613864 
## Iteration 1 lambda =  0.2431772 
## Iteration 2 lambda =  -0.1352342 
## Iteration 3 lambda =  -0.3244399 
## Iteration 4 lambda =  -0.4190427 
## Iteration 5 lambda =  -0.4663442 
## Iteration 6 lambda =  -0.4899949 
## Iteration 7 lambda =  -0.5018202 
## Iteration 8 lambda =  -0.5077329 
## Iteration 9 lambda =  -0.5106893 
## Iteration 10 lambda =  -0.5121674 
## Iteration 11 lambda =  -0.5129065 
## Iteration 12 lambda =  -0.5132761 
## Iteration 13 lambda =  -0.5134608 
## Iteration 14 lambda =  -0.5135532 
## Iteration 15 lambda =  -0.5135994 
## Iteration 16 lambda =  -0.5136225 
## Iteration 17 lambda =  -0.513634 
## Iteration 18 lambda =  -0.5136398 
## Iteration 19 lambda =  -0.5136427 
## Iteration 20 lambda =  -0.5136442 
## Iteration 21 lambda =  -0.5136449 
## Iteration 22 lambda =  -0.5136452 
## Iteration 23 lambda =  -0.5136454 
## Iteration 24 lambda =  -0.5136455 
## Iteration 1 lambda =  0.2797086 
## Iteration 2 lambda =  -0.0804371 
## Iteration 3 lambda =  -0.2605099 
## Iteration 4 lambda =  -0.3505464 
## Iteration 5 lambda =  -0.3955646 
## Iteration 6 lambda =  -0.4180737 
## Iteration 7 lambda =  -0.4293282 
## Iteration 8 lambda =  -0.4349555 
## Iteration 9 lambda =  -0.4377692 
## Iteration 10 lambda =  -0.439176 
## Iteration 11 lambda =  -0.4398794 
## Iteration 12 lambda =  -0.4402311 
## Iteration 13 lambda =  -0.4404069 
## Iteration 14 lambda =  -0.4404949 
## Iteration 15 lambda =  -0.4405388 
## Iteration 16 lambda =  -0.4405608 
## Iteration 17 lambda =  -0.4405718 
## Iteration 18 lambda =  -0.4405773 
## Iteration 19 lambda =  -0.44058 
## Iteration 20 lambda =  -0.4405814 
## Iteration 21 lambda =  -0.4405821 
## Iteration 22 lambda =  -0.4405825 
## Iteration 23 lambda =  -0.4405826 
## Iteration 24 lambda =  -0.4405827 
## Iteration 1 lambda =  0.3162959 
## Iteration 2 lambda =  -0.02555614 
## Iteration 3 lambda =  -0.1964822 
## Iteration 4 lambda =  -0.2819452 
## Iteration 5 lambda =  -0.3246767 
## Iteration 6 lambda =  -0.3460424 
## Iteration 7 lambda =  -0.3567253 
## Iteration 8 lambda =  -0.3620667 
## Iteration 9 lambda =  -0.3647375 
## Iteration 10 lambda =  -0.3660728 
## Iteration 11 lambda =  -0.3667405 
## Iteration 12 lambda =  -0.3670743 
## Iteration 13 lambda =  -0.3672413 
## Iteration 14 lambda =  -0.3673247 
## Iteration 15 lambda =  -0.3673665 
## Iteration 16 lambda =  -0.3673873 
## Iteration 17 lambda =  -0.3673978 
## Iteration 18 lambda =  -0.367403 
## Iteration 19 lambda =  -0.3674056 
## Iteration 20 lambda =  -0.3674069 
## Iteration 21 lambda =  -0.3674075 
## Iteration 22 lambda =  -0.3674079 
## Iteration 23 lambda =  -0.367408 
## Iteration 24 lambda =  -0.3674081 
## Iteration 1 lambda =  0.3131512 
## Iteration 2 lambda =  -0.03027323 
## Iteration 3 lambda =  -0.2019854 
## Iteration 4 lambda =  -0.2878415 
## Iteration 5 lambda =  -0.3307696 
## Iteration 6 lambda =  -0.3522336 
## Iteration 7 lambda =  -0.3629656 
## Iteration 8 lambda =  -0.3683316 
## Iteration 9 lambda =  -0.3710146 
## Iteration 10 lambda =  -0.3723561 
## Iteration 11 lambda =  -0.3730269 
## Iteration 12 lambda =  -0.3733623 
## Iteration 13 lambda =  -0.3735299 
## Iteration 14 lambda =  -0.3736138 
## Iteration 15 lambda =  -0.3736557 
## Iteration 16 lambda =  -0.3736767 
## Iteration 17 lambda =  -0.3736872 
## Iteration 18 lambda =  -0.3736924 
## Iteration 19 lambda =  -0.373695 
## Iteration 20 lambda =  -0.3736963 
## Iteration 21 lambda =  -0.373697 
## Iteration 22 lambda =  -0.3736973 
## Iteration 23 lambda =  -0.3736975 
## Iteration 24 lambda =  -0.3736976 
## Iteration 1 lambda =  0.3298141 
## Iteration 2 lambda =  -0.005278808 
## Iteration 3 lambda =  -0.1728253 
## Iteration 4 lambda =  -0.2565985 
## Iteration 5 lambda =  -0.2984851 
## Iteration 6 lambda =  -0.3194284 
## Iteration 7 lambda =  -0.3299001 
## Iteration 8 lambda =  -0.3351359 
## Iteration 9 lambda =  -0.3377538 
## Iteration 10 lambda =  -0.3390628 
## Iteration 11 lambda =  -0.3397173 
## Iteration 12 lambda =  -0.3400445 
## Iteration 13 lambda =  -0.3402081 
## Iteration 14 lambda =  -0.3402899 
## Iteration 15 lambda =  -0.3403308 
## Iteration 16 lambda =  -0.3403513 
## Iteration 17 lambda =  -0.3403615 
## Iteration 18 lambda =  -0.3403666 
## Iteration 19 lambda =  -0.3403692 
## Iteration 20 lambda =  -0.3403705 
## Iteration 21 lambda =  -0.3403711 
## Iteration 22 lambda =  -0.3403714 
## Iteration 23 lambda =  -0.3403716 
## Iteration 24 lambda =  -0.3403717 
## Iteration 1 lambda =  0.2409564 
## Iteration 2 lambda =  -0.1385653 
## Iteration 3 lambda =  -0.3283262 
## Iteration 4 lambda =  -0.4232067 
## Iteration 5 lambda =  -0.4706469 
## Iteration 6 lambda =  -0.494367 
## Iteration 7 lambda =  -0.5062271 
## Iteration 8 lambda =  -0.5121571 
## Iteration 9 lambda =  -0.5151221 
## Iteration 10 lambda =  -0.5166046 
## Iteration 11 lambda =  -0.5173459 
## Iteration 12 lambda =  -0.5177165 
## Iteration 13 lambda =  -0.5179018 
## Iteration 14 lambda =  -0.5179945 
## Iteration 15 lambda =  -0.5180408 
## Iteration 16 lambda =  -0.518064 
## Iteration 17 lambda =  -0.5180755 
## Iteration 18 lambda =  -0.5180813 
## Iteration 19 lambda =  -0.5180842 
## Iteration 20 lambda =  -0.5180857 
## Iteration 21 lambda =  -0.5180864 
## Iteration 22 lambda =  -0.5180868 
## Iteration 23 lambda =  -0.5180869 
## Iteration 24 lambda =  -0.518087 
## Iteration 1 lambda =  0.315086 
## Iteration 2 lambda =  -0.02737106 
## Iteration 3 lambda =  -0.1985996 
## Iteration 4 lambda =  -0.2842138 
## Iteration 5 lambda =  -0.327021 
## Iteration 6 lambda =  -0.3484245 
## Iteration 7 lambda =  -0.3591263 
## Iteration 8 lambda =  -0.3644772 
## Iteration 9 lambda =  -0.3671526 
## Iteration 10 lambda =  -0.3684904 
## Iteration 11 lambda =  -0.3691592 
## Iteration 12 lambda =  -0.3694937 
## Iteration 13 lambda =  -0.3696609 
## Iteration 14 lambda =  -0.3697445 
## Iteration 15 lambda =  -0.3697863 
## Iteration 16 lambda =  -0.3698072 
## Iteration 17 lambda =  -0.3698176 
## Iteration 18 lambda =  -0.3698229 
## Iteration 19 lambda =  -0.3698255 
## Iteration 20 lambda =  -0.3698268 
## Iteration 21 lambda =  -0.3698274 
## Iteration 22 lambda =  -0.3698278 
## Iteration 23 lambda =  -0.3698279 
## Iteration 24 lambda =  -0.369828 
## Iteration 1 lambda =  0.2880968 
## Iteration 2 lambda =  -0.06785475 
## Iteration 3 lambda =  -0.2458305 
## Iteration 4 lambda =  -0.3348184 
## Iteration 5 lambda =  -0.3793124 
## Iteration 6 lambda =  -0.4015594 
## Iteration 7 lambda =  -0.4126828 
## Iteration 8 lambda =  -0.4182446 
## Iteration 9 lambda =  -0.4210255 
## Iteration 10 lambda =  -0.4224159 
## Iteration 11 lambda =  -0.4231111 
## Iteration 12 lambda =  -0.4234587 
## Iteration 13 lambda =  -0.4236325 
## Iteration 14 lambda =  -0.4237194 
## Iteration 15 lambda =  -0.4237629 
## Iteration 16 lambda =  -0.4237846 
## Iteration 17 lambda =  -0.4237955 
## Iteration 18 lambda =  -0.4238009 
## Iteration 19 lambda =  -0.4238036 
## Iteration 20 lambda =  -0.423805 
## Iteration 21 lambda =  -0.4238057 
## Iteration 22 lambda =  -0.423806 
## Iteration 23 lambda =  -0.4238062 
## Iteration 24 lambda =  -0.4238063 
## Iteration 1 lambda =  0.2778572 
## Iteration 2 lambda =  -0.08321419 
## Iteration 3 lambda =  -0.2637499 
## Iteration 4 lambda =  -0.3540177 
## Iteration 5 lambda =  -0.3991517 
## Iteration 6 lambda =  -0.4217186 
## Iteration 7 lambda =  -0.4330021 
## Iteration 8 lambda =  -0.4386438 
## Iteration 9 lambda =  -0.4414647 
## Iteration 10 lambda =  -0.4428752 
## Iteration 11 lambda =  -0.4435804 
## Iteration 12 lambda =  -0.443933 
## Iteration 13 lambda =  -0.4441093 
## Iteration 14 lambda =  -0.4441974 
## Iteration 15 lambda =  -0.4442415 
## Iteration 16 lambda =  -0.4442635 
## Iteration 17 lambda =  -0.4442746 
## Iteration 18 lambda =  -0.4442801 
## Iteration 19 lambda =  -0.4442828 
## Iteration 20 lambda =  -0.4442842 
## Iteration 21 lambda =  -0.4442849 
## Iteration 22 lambda =  -0.4442852 
## Iteration 23 lambda =  -0.4442854 
## Iteration 24 lambda =  -0.4442855 
## Iteration 1 lambda =  0.3067822 
## Iteration 2 lambda =  -0.03982667 
## Iteration 3 lambda =  -0.2131311 
## Iteration 4 lambda =  -0.2997833 
## Iteration 5 lambda =  -0.3431094 
## Iteration 6 lambda =  -0.3647725 
## Iteration 7 lambda =  -0.375604 
## Iteration 8 lambda =  -0.3810198 
## Iteration 9 lambda =  -0.3837277 
## Iteration 10 lambda =  -0.3850816 
## Iteration 11 lambda =  -0.3857586 
## Iteration 12 lambda =  -0.3860971 
## Iteration 13 lambda =  -0.3862663 
## Iteration 14 lambda =  -0.3863509 
## Iteration 15 lambda =  -0.3863932 
## Iteration 16 lambda =  -0.3864144 
## Iteration 17 lambda =  -0.386425 
## Iteration 18 lambda =  -0.3864303 
## Iteration 19 lambda =  -0.3864329 
## Iteration 20 lambda =  -0.3864342 
## Iteration 21 lambda =  -0.3864349 
## Iteration 22 lambda =  -0.3864352 
## Iteration 23 lambda =  -0.3864354 
## Iteration 24 lambda =  -0.3864355 
## Iteration 1 lambda =  0.3004257 
## Iteration 2 lambda =  -0.04936139 
## Iteration 3 lambda =  -0.224255 
## Iteration 4 lambda =  -0.3117017 
## Iteration 5 lambda =  -0.3554251 
## Iteration 6 lambda =  -0.3772868 
## Iteration 7 lambda =  -0.3882177 
## Iteration 8 lambda =  -0.3936831 
## Iteration 9 lambda =  -0.3964158 
## Iteration 10 lambda =  -0.3977822 
## Iteration 11 lambda =  -0.3984653 
## Iteration 12 lambda =  -0.3988069 
## Iteration 13 lambda =  -0.3989777 
## Iteration 14 lambda =  -0.3990631 
## Iteration 15 lambda =  -0.3991058 
## Iteration 16 lambda =  -0.3991272 
## Iteration 17 lambda =  -0.3991378 
## Iteration 18 lambda =  -0.3991432 
## Iteration 19 lambda =  -0.3991458 
## Iteration 20 lambda =  -0.3991472 
## Iteration 21 lambda =  -0.3991479 
## Iteration 22 lambda =  -0.3991482 
## Iteration 23 lambda =  -0.3991484 
## Iteration 24 lambda =  -0.3991484 
## Iteration 1 lambda =  0.3513502 
## Iteration 2 lambda =  0.0270253 
## Iteration 3 lambda =  -0.1351371 
## Iteration 4 lambda =  -0.2162184 
## Iteration 5 lambda =  -0.256759 
## Iteration 6 lambda =  -0.2770293 
## Iteration 7 lambda =  -0.2871644 
## Iteration 8 lambda =  -0.292232 
## Iteration 9 lambda =  -0.2947658 
## Iteration 10 lambda =  -0.2960327 
## Iteration 11 lambda =  -0.2966661 
## Iteration 12 lambda =  -0.2969829 
## Iteration 13 lambda =  -0.2971412 
## Iteration 14 lambda =  -0.2972204 
## Iteration 15 lambda =  -0.29726 
## Iteration 16 lambda =  -0.2972798 
## Iteration 17 lambda =  -0.2972897 
## Iteration 18 lambda =  -0.2972946 
## Iteration 19 lambda =  -0.2972971 
## Iteration 20 lambda =  -0.2972984 
## Iteration 21 lambda =  -0.297299 
## Iteration 22 lambda =  -0.2972993 
## Iteration 23 lambda =  -0.2972994 
## Iteration 24 lambda =  -0.2972995 
## Iteration 1 lambda =  0.3244765 
## Iteration 2 lambda =  -0.01328519 
## Iteration 3 lambda =  -0.1821661 
## Iteration 4 lambda =  -0.2666065 
## Iteration 5 lambda =  -0.3088267 
## Iteration 6 lambda =  -0.3299368 
## Iteration 7 lambda =  -0.3404919 
## Iteration 8 lambda =  -0.3457694 
## Iteration 9 lambda =  -0.3484082 
## Iteration 10 lambda =  -0.3497275 
## Iteration 11 lambda =  -0.3503872 
## Iteration 12 lambda =  -0.3507171 
## Iteration 13 lambda =  -0.350882 
## Iteration 14 lambda =  -0.3509645 
## Iteration 15 lambda =  -0.3510057 
## Iteration 16 lambda =  -0.3510263 
## Iteration 17 lambda =  -0.3510366 
## Iteration 18 lambda =  -0.3510418 
## Iteration 19 lambda =  -0.3510443 
## Iteration 20 lambda =  -0.3510456 
## Iteration 21 lambda =  -0.3510463 
## Iteration 22 lambda =  -0.3510466 
## Iteration 23 lambda =  -0.3510468 
## Iteration 24 lambda =  -0.3510468 
## Iteration 1 lambda =  0.3212465 
## Iteration 2 lambda =  -0.01813021 
## Iteration 3 lambda =  -0.1878186 
## Iteration 4 lambda =  -0.2726628 
## Iteration 5 lambda =  -0.3150849 
## Iteration 6 lambda =  -0.3362959 
## Iteration 7 lambda =  -0.3469014 
## Iteration 8 lambda =  -0.3522042 
## Iteration 9 lambda =  -0.3548556 
## Iteration 10 lambda =  -0.3561813 
## Iteration 11 lambda =  -0.3568441 
## Iteration 12 lambda =  -0.3571755 
## Iteration 13 lambda =  -0.3573412 
## Iteration 14 lambda =  -0.3574241 
## Iteration 15 lambda =  -0.3574655 
## Iteration 16 lambda =  -0.3574862 
## Iteration 17 lambda =  -0.3574966 
## Iteration 18 lambda =  -0.3575018 
## Iteration 19 lambda =  -0.3575044 
## Iteration 20 lambda =  -0.3575056 
## Iteration 21 lambda =  -0.3575063 
## Iteration 22 lambda =  -0.3575066 
## Iteration 23 lambda =  -0.3575068 
## Iteration 24 lambda =  -0.3575069 
## Iteration 1 lambda =  0.3067189 
## Iteration 2 lambda =  -0.0399217 
## Iteration 3 lambda =  -0.213242 
## Iteration 4 lambda =  -0.2999021 
## Iteration 5 lambda =  -0.3432322 
## Iteration 6 lambda =  -0.3648972 
## Iteration 7 lambda =  -0.3757298 
## Iteration 8 lambda =  -0.381146 
## Iteration 9 lambda =  -0.3838541 
## Iteration 10 lambda =  -0.3852082 
## Iteration 11 lambda =  -0.3858852 
## Iteration 12 lambda =  -0.3862238 
## Iteration 13 lambda =  -0.386393 
## Iteration 14 lambda =  -0.3864776 
## Iteration 15 lambda =  -0.38652 
## Iteration 16 lambda =  -0.3865411 
## Iteration 17 lambda =  -0.3865517 
## Iteration 18 lambda =  -0.386557 
## Iteration 19 lambda =  -0.3865596 
## Iteration 20 lambda =  -0.3865609 
## Iteration 21 lambda =  -0.3865616 
## Iteration 22 lambda =  -0.3865619 
## Iteration 23 lambda =  -0.3865621 
## Iteration 24 lambda =  -0.3865622 
## Iteration 1 lambda =  0.3094136 
## Iteration 2 lambda =  -0.03587964 
## Iteration 3 lambda =  -0.2085262 
## Iteration 4 lambda =  -0.2948495 
## Iteration 5 lambda =  -0.3380112 
## Iteration 6 lambda =  -0.359592 
## Iteration 7 lambda =  -0.3703824 
## Iteration 8 lambda =  -0.3757776 
## Iteration 9 lambda =  -0.3784753 
## Iteration 10 lambda =  -0.3798241 
## Iteration 11 lambda =  -0.3804985 
## Iteration 12 lambda =  -0.3808357 
## Iteration 13 lambda =  -0.3810043 
## Iteration 14 lambda =  -0.3810886 
## Iteration 15 lambda =  -0.3811307 
## Iteration 16 lambda =  -0.3811518 
## Iteration 17 lambda =  -0.3811623 
## Iteration 18 lambda =  -0.3811676 
## Iteration 19 lambda =  -0.3811702 
## Iteration 20 lambda =  -0.3811715 
## Iteration 21 lambda =  -0.3811722 
## Iteration 22 lambda =  -0.3811725 
## Iteration 23 lambda =  -0.3811727 
## Iteration 24 lambda =  -0.3811728 
## Iteration 1 lambda =  0.3007635 
## Iteration 2 lambda =  -0.04885468 
## Iteration 3 lambda =  -0.2236638 
## Iteration 4 lambda =  -0.3110684 
## Iteration 5 lambda =  -0.3547706 
## Iteration 6 lambda =  -0.3766218 
## Iteration 7 lambda =  -0.3875473 
## Iteration 8 lambda =  -0.3930101 
## Iteration 9 lambda =  -0.3957415 
## Iteration 10 lambda =  -0.3971072 
## Iteration 11 lambda =  -0.3977901 
## Iteration 12 lambda =  -0.3981315 
## Iteration 13 lambda =  -0.3983022 
## Iteration 14 lambda =  -0.3983876 
## Iteration 15 lambda =  -0.3984302 
## Iteration 16 lambda =  -0.3984516 
## Iteration 17 lambda =  -0.3984622 
## Iteration 18 lambda =  -0.3984676 
## Iteration 19 lambda =  -0.3984702 
## Iteration 20 lambda =  -0.3984716 
## Iteration 21 lambda =  -0.3984722 
## Iteration 22 lambda =  -0.3984726 
## Iteration 23 lambda =  -0.3984727 
## Iteration 24 lambda =  -0.3984728 
## Iteration 1 lambda =  0.3274942 
## Iteration 2 lambda =  -0.008758686 
## Iteration 3 lambda =  -0.1768851 
## Iteration 4 lambda =  -0.2609484 
## Iteration 5 lambda =  -0.30298 
## Iteration 6 lambda =  -0.3239958 
## Iteration 7 lambda =  -0.3345037 
## Iteration 8 lambda =  -0.3397576 
## Iteration 9 lambda =  -0.3423846 
## Iteration 10 lambda =  -0.3436981 
## Iteration 11 lambda =  -0.3443548 
## Iteration 12 lambda =  -0.3446832 
## Iteration 13 lambda =  -0.3448474 
## Iteration 14 lambda =  -0.3449295 
## Iteration 15 lambda =  -0.3449705 
## Iteration 16 lambda =  -0.3449911 
## Iteration 17 lambda =  -0.3450013 
## Iteration 18 lambda =  -0.3450065 
## Iteration 19 lambda =  -0.345009 
## Iteration 20 lambda =  -0.3450103 
## Iteration 21 lambda =  -0.3450109 
## Iteration 22 lambda =  -0.3450113 
## Iteration 23 lambda =  -0.3450114 
## Iteration 24 lambda =  -0.3450115 
## Iteration 1 lambda =  0.308182 
## Iteration 2 lambda =  -0.03772693 
## Iteration 3 lambda =  -0.2106814 
## Iteration 4 lambda =  -0.2971587 
## Iteration 5 lambda =  -0.3403973 
## Iteration 6 lambda =  -0.3620166 
## Iteration 7 lambda =  -0.3728262 
## Iteration 8 lambda =  -0.3782311 
## Iteration 9 lambda =  -0.3809335 
## Iteration 10 lambda =  -0.3822847 
## Iteration 11 lambda =  -0.3829603 
## Iteration 12 lambda =  -0.3832981 
## Iteration 13 lambda =  -0.383467 
## Iteration 14 lambda =  -0.3835515 
## Iteration 15 lambda =  -0.3835937 
## Iteration 16 lambda =  -0.3836148 
## Iteration 17 lambda =  -0.3836253 
## Iteration 18 lambda =  -0.3836306 
## Iteration 19 lambda =  -0.3836333 
## Iteration 20 lambda =  -0.3836346 
## Iteration 21 lambda =  -0.3836352 
## Iteration 22 lambda =  -0.3836356 
## Iteration 23 lambda =  -0.3836357 
## Iteration 24 lambda =  -0.3836358 
## Iteration 1 lambda =  0.3204969 
## Iteration 2 lambda =  -0.01925471 
## Iteration 3 lambda =  -0.1891305 
## Iteration 4 lambda =  -0.2740684 
## Iteration 5 lambda =  -0.3165373 
## Iteration 6 lambda =  -0.3377718 
## Iteration 7 lambda =  -0.348389 
## Iteration 8 lambda =  -0.3536977 
## Iteration 9 lambda =  -0.356352 
## Iteration 10 lambda =  -0.3576791 
## Iteration 11 lambda =  -0.3583427 
## Iteration 12 lambda =  -0.3586745 
## Iteration 13 lambda =  -0.3588404 
## Iteration 14 lambda =  -0.3589233 
## Iteration 15 lambda =  -0.3589648 
## Iteration 16 lambda =  -0.3589855 
## Iteration 17 lambda =  -0.3589959 
## Iteration 18 lambda =  -0.3590011 
## Iteration 19 lambda =  -0.3590037 
## Iteration 20 lambda =  -0.359005 
## Iteration 21 lambda =  -0.3590056 
## Iteration 22 lambda =  -0.359006 
## Iteration 23 lambda =  -0.3590061 
## Iteration 24 lambda =  -0.3590062 
## Iteration 1 lambda =  0.324551 
## Iteration 2 lambda =  -0.01317352 
## Iteration 3 lambda =  -0.1820358 
## Iteration 4 lambda =  -0.2664669 
## Iteration 5 lambda =  -0.3086825 
## Iteration 6 lambda =  -0.3297902 
## Iteration 7 lambda =  -0.3403441 
## Iteration 8 lambda =  -0.3456211 
## Iteration 9 lambda =  -0.3482595 
## Iteration 10 lambda =  -0.3495788 
## Iteration 11 lambda =  -0.3502384 
## Iteration 12 lambda =  -0.3505682 
## Iteration 13 lambda =  -0.3507331 
## Iteration 14 lambda =  -0.3508156 
## Iteration 15 lambda =  -0.3508568 
## Iteration 16 lambda =  -0.3508774 
## Iteration 17 lambda =  -0.3508877 
## Iteration 18 lambda =  -0.3508929 
## Iteration 19 lambda =  -0.3508954 
## Iteration 20 lambda =  -0.3508967 
## Iteration 21 lambda =  -0.3508974 
## Iteration 22 lambda =  -0.3508977 
## Iteration 23 lambda =  -0.3508979 
## Iteration 24 lambda =  -0.3508979 
## Iteration 1 lambda =  0.3601764 
## Iteration 2 lambda =  0.04026467 
## Iteration 3 lambda =  -0.1196912 
## Iteration 4 lambda =  -0.1996692 
## Iteration 5 lambda =  -0.2396581 
## Iteration 6 lambda =  -0.2596526 
## Iteration 7 lambda =  -0.2696499 
## Iteration 8 lambda =  -0.2746485 
## Iteration 9 lambda =  -0.2771478 
## Iteration 10 lambda =  -0.2783975 
## Iteration 11 lambda =  -0.2790223 
## Iteration 12 lambda =  -0.2793347 
## Iteration 13 lambda =  -0.2794909 
## Iteration 14 lambda =  -0.279569 
## Iteration 15 lambda =  -0.2796081 
## Iteration 16 lambda =  -0.2796276 
## Iteration 17 lambda =  -0.2796373 
## Iteration 18 lambda =  -0.2796422 
## Iteration 19 lambda =  -0.2796447 
## Iteration 20 lambda =  -0.2796459 
## Iteration 21 lambda =  -0.2796465 
## Iteration 22 lambda =  -0.2796468 
## Iteration 23 lambda =  -0.279647 
## Iteration 24 lambda =  -0.279647 
## Iteration 1 lambda =  0.2973749 
## Iteration 2 lambda =  -0.05393768 
## Iteration 3 lambda =  -0.229594 
## Iteration 4 lambda =  -0.3174221 
## Iteration 5 lambda =  -0.3613362 
## Iteration 6 lambda =  -0.3832932 
## Iteration 7 lambda =  -0.3942717 
## Iteration 8 lambda =  -0.399761 
## Iteration 9 lambda =  -0.4025056 
## Iteration 10 lambda =  -0.4038779 
## Iteration 11 lambda =  -0.4045641 
## Iteration 12 lambda =  -0.4049072 
## Iteration 13 lambda =  -0.4050787 
## Iteration 14 lambda =  -0.4051645 
## Iteration 15 lambda =  -0.4052074 
## Iteration 16 lambda =  -0.4052288 
## Iteration 17 lambda =  -0.4052395 
## Iteration 18 lambda =  -0.4052449 
## Iteration 19 lambda =  -0.4052476 
## Iteration 20 lambda =  -0.4052489 
## Iteration 21 lambda =  -0.4052496 
## Iteration 22 lambda =  -0.4052499 
## Iteration 23 lambda =  -0.4052501 
## Iteration 24 lambda =  -0.4052502 
## Iteration 1 lambda =  0.3518898 
## Iteration 2 lambda =  0.0278347 
## Iteration 3 lambda =  -0.1341929 
## Iteration 4 lambda =  -0.2152066 
## Iteration 5 lambda =  -0.2557135 
## Iteration 6 lambda =  -0.275967 
## Iteration 7 lambda =  -0.2860937 
## Iteration 8 lambda =  -0.291157 
## Iteration 9 lambda =  -0.2936887 
## Iteration 10 lambda =  -0.2949546 
## Iteration 11 lambda =  -0.2955875 
## Iteration 12 lambda =  -0.2959039 
## Iteration 13 lambda =  -0.2960622 
## Iteration 14 lambda =  -0.2961413 
## Iteration 15 lambda =  -0.2961808 
## Iteration 16 lambda =  -0.2962006 
## Iteration 17 lambda =  -0.2962105 
## Iteration 18 lambda =  -0.2962155 
## Iteration 19 lambda =  -0.2962179 
## Iteration 20 lambda =  -0.2962192 
## Iteration 21 lambda =  -0.2962198 
## Iteration 22 lambda =  -0.2962201 
## Iteration 23 lambda =  -0.2962203 
## Iteration 24 lambda =  -0.2962203 
## Iteration 1 lambda =  0.3169972 
## Iteration 2 lambda =  -0.02450421 
## Iteration 3 lambda =  -0.1952549 
## Iteration 4 lambda =  -0.2806303 
## Iteration 5 lambda =  -0.3233179 
## Iteration 6 lambda =  -0.3446618 
## Iteration 7 lambda =  -0.3553337 
## Iteration 8 lambda =  -0.3606697 
## Iteration 9 lambda =  -0.3633376 
## Iteration 10 lambda =  -0.3646716 
## Iteration 11 lambda =  -0.3653386 
## Iteration 12 lambda =  -0.3656721 
## Iteration 13 lambda =  -0.3658389 
## Iteration 14 lambda =  -0.3659222 
## Iteration 15 lambda =  -0.3659639 
## Iteration 16 lambda =  -0.3659848 
## Iteration 17 lambda =  -0.3659952 
## Iteration 18 lambda =  -0.3660004 
## Iteration 19 lambda =  -0.366003 
## Iteration 20 lambda =  -0.3660043 
## Iteration 21 lambda =  -0.366005 
## Iteration 22 lambda =  -0.3660053 
## Iteration 23 lambda =  -0.3660055 
## Iteration 24 lambda =  -0.3660055 
## Iteration 1 lambda =  0.3393533 
## Iteration 2 lambda =  0.009029901 
## Iteration 3 lambda =  -0.1561318 
## Iteration 4 lambda =  -0.2387126 
## Iteration 5 lambda =  -0.280003 
## Iteration 6 lambda =  -0.3006483 
## Iteration 7 lambda =  -0.3109709 
## Iteration 8 lambda =  -0.3161322 
## Iteration 9 lambda =  -0.3187128 
## Iteration 10 lambda =  -0.3200031 
## Iteration 11 lambda =  -0.3206483 
## Iteration 12 lambda =  -0.3209709 
## Iteration 13 lambda =  -0.3211322 
## Iteration 14 lambda =  -0.3212128 
## Iteration 15 lambda =  -0.3212531 
## Iteration 16 lambda =  -0.3212733 
## Iteration 17 lambda =  -0.3212834 
## Iteration 18 lambda =  -0.3212884 
## Iteration 19 lambda =  -0.3212909 
## Iteration 20 lambda =  -0.3212922 
## Iteration 21 lambda =  -0.3212928 
## Iteration 22 lambda =  -0.3212932 
## Iteration 23 lambda =  -0.3212933 
## Iteration 24 lambda =  -0.3212934 
## Iteration 1 lambda =  0.3445278 
## Iteration 2 lambda =  0.01679164 
## Iteration 3 lambda =  -0.1470764 
## Iteration 4 lambda =  -0.2290105 
## Iteration 5 lambda =  -0.2699775 
## Iteration 6 lambda =  -0.290461 
## Iteration 7 lambda =  -0.3007027 
## Iteration 8 lambda =  -0.3058236 
## Iteration 9 lambda =  -0.308384 
## Iteration 10 lambda =  -0.3096643 
## Iteration 11 lambda =  -0.3103044 
## Iteration 12 lambda =  -0.3106244 
## Iteration 13 lambda =  -0.3107845 
## Iteration 14 lambda =  -0.3108645 
## Iteration 15 lambda =  -0.3109045 
## Iteration 16 lambda =  -0.3109245 
## Iteration 17 lambda =  -0.3109345 
## Iteration 18 lambda =  -0.3109395 
## Iteration 19 lambda =  -0.310942 
## Iteration 20 lambda =  -0.3109432 
## Iteration 21 lambda =  -0.3109439 
## Iteration 22 lambda =  -0.3109442 
## Iteration 23 lambda =  -0.3109443 
## Iteration 24 lambda =  -0.3109444 
## Iteration 1 lambda =  0.3270354 
## Iteration 2 lambda =  -0.009446955 
## Iteration 3 lambda =  -0.1776881 
## Iteration 4 lambda =  -0.2618087 
## Iteration 5 lambda =  -0.303869 
## Iteration 6 lambda =  -0.3248991 
## Iteration 7 lambda =  -0.3354142 
## Iteration 8 lambda =  -0.3406717 
## Iteration 9 lambda =  -0.3433005 
## Iteration 10 lambda =  -0.3446149 
## Iteration 11 lambda =  -0.3452721 
## Iteration 12 lambda =  -0.3456007 
## Iteration 13 lambda =  -0.345765 
## Iteration 14 lambda =  -0.3458471 
## Iteration 15 lambda =  -0.3458882 
## Iteration 16 lambda =  -0.3459087 
## Iteration 17 lambda =  -0.345919 
## Iteration 18 lambda =  -0.3459241 
## Iteration 19 lambda =  -0.3459267 
## Iteration 20 lambda =  -0.345928 
## Iteration 21 lambda =  -0.3459286 
## Iteration 22 lambda =  -0.345929 
## Iteration 23 lambda =  -0.3459291 
## Iteration 24 lambda =  -0.3459292 
## Iteration 1 lambda =  0.2771518 
## Iteration 2 lambda =  -0.08427225 
## Iteration 3 lambda =  -0.2649843 
## Iteration 4 lambda =  -0.3553403 
## Iteration 5 lambda =  -0.4005183 
## Iteration 6 lambda =  -0.4231073 
## Iteration 7 lambda =  -0.4344018 
## Iteration 8 lambda =  -0.4400491 
## Iteration 9 lambda =  -0.4428727 
## Iteration 10 lambda =  -0.4442845 
## Iteration 11 lambda =  -0.4449904 
## Iteration 12 lambda =  -0.4453434 
## Iteration 13 lambda =  -0.4455199 
## Iteration 14 lambda =  -0.4456081 
## Iteration 15 lambda =  -0.4456522 
## Iteration 16 lambda =  -0.4456743 
## Iteration 17 lambda =  -0.4456853 
## Iteration 18 lambda =  -0.4456908 
## Iteration 19 lambda =  -0.4456936 
## Iteration 20 lambda =  -0.445695 
## Iteration 21 lambda =  -0.4456956 
## Iteration 22 lambda =  -0.445696 
## Iteration 23 lambda =  -0.4456962 
## Iteration 24 lambda =  -0.4456962 
## Iteration 1 lambda =  0.3297115 
## Iteration 2 lambda =  -0.005432722 
## Iteration 3 lambda =  -0.1730048 
## Iteration 4 lambda =  -0.2567909 
## Iteration 5 lambda =  -0.2986839 
## Iteration 6 lambda =  -0.3196304 
## Iteration 7 lambda =  -0.3301037 
## Iteration 8 lambda =  -0.3353403 
## Iteration 9 lambda =  -0.3379586 
## Iteration 10 lambda =  -0.3392678 
## Iteration 11 lambda =  -0.3399224 
## Iteration 12 lambda =  -0.3402497 
## Iteration 13 lambda =  -0.3404133 
## Iteration 14 lambda =  -0.3404951 
## Iteration 15 lambda =  -0.3405361 
## Iteration 16 lambda =  -0.3405565 
## Iteration 17 lambda =  -0.3405667 
## Iteration 18 lambda =  -0.3405718 
## Iteration 19 lambda =  -0.3405744 
## Iteration 20 lambda =  -0.3405757 
## Iteration 21 lambda =  -0.3405763 
## Iteration 22 lambda =  -0.3405766 
## Iteration 23 lambda =  -0.3405768 
## Iteration 24 lambda =  -0.3405769 
## Iteration 1 lambda =  0.3037322 
## Iteration 2 lambda =  -0.04440171 
## Iteration 3 lambda =  -0.2184687 
## Iteration 4 lambda =  -0.3055021 
## Iteration 5 lambda =  -0.3490189 
## Iteration 6 lambda =  -0.3707772 
## Iteration 7 lambda =  -0.3816564 
## Iteration 8 lambda =  -0.387096 
## Iteration 9 lambda =  -0.3898158 
## Iteration 10 lambda =  -0.3911757 
## Iteration 11 lambda =  -0.3918557 
## Iteration 12 lambda =  -0.3921956 
## Iteration 13 lambda =  -0.3923656 
## Iteration 14 lambda =  -0.3924506 
## Iteration 15 lambda =  -0.3924931 
## Iteration 16 lambda =  -0.3925144 
## Iteration 17 lambda =  -0.392525 
## Iteration 18 lambda =  -0.3925303 
## Iteration 19 lambda =  -0.392533 
## Iteration 20 lambda =  -0.3925343 
## Iteration 21 lambda =  -0.392535 
## Iteration 22 lambda =  -0.3925353 
## Iteration 23 lambda =  -0.3925355 
## Iteration 24 lambda =  -0.3925355 
## Iteration 1 lambda =  0.2849578 
## Iteration 2 lambda =  -0.07256332 
## Iteration 3 lambda =  -0.2513239 
## Iteration 4 lambda =  -0.3407042 
## Iteration 5 lambda =  -0.3853943 
## Iteration 6 lambda =  -0.4077394 
## Iteration 7 lambda =  -0.4189119 
## Iteration 8 lambda =  -0.4244982 
## Iteration 9 lambda =  -0.4272913 
## Iteration 10 lambda =  -0.4286879 
## Iteration 11 lambda =  -0.4293861 
## Iteration 12 lambda =  -0.4297353 
## Iteration 13 lambda =  -0.4299099 
## Iteration 14 lambda =  -0.4299971 
## Iteration 15 lambda =  -0.4300408 
## Iteration 16 lambda =  -0.4300626 
## Iteration 17 lambda =  -0.4300735 
## Iteration 18 lambda =  -0.430079 
## Iteration 19 lambda =  -0.4300817 
## Iteration 20 lambda =  -0.4300831 
## Iteration 21 lambda =  -0.4300837 
## Iteration 22 lambda =  -0.4300841 
## Iteration 23 lambda =  -0.4300843 
## Iteration 24 lambda =  -0.4300843 
## Iteration 1 lambda =  0.3863141 
## Iteration 2 lambda =  0.07947116 
## Iteration 3 lambda =  -0.07395031 
## Iteration 4 lambda =  -0.1506611 
## Iteration 5 lambda =  -0.1890164 
## Iteration 6 lambda =  -0.2081941 
## Iteration 7 lambda =  -0.2177829 
## Iteration 8 lambda =  -0.2225774 
## Iteration 9 lambda =  -0.2249746 
## Iteration 10 lambda =  -0.2261732 
## Iteration 11 lambda =  -0.2267725 
## Iteration 12 lambda =  -0.2270721 
## Iteration 13 lambda =  -0.227222 
## Iteration 14 lambda =  -0.2272969 
## Iteration 15 lambda =  -0.2273343 
## Iteration 16 lambda =  -0.2273531 
## Iteration 17 lambda =  -0.2273624 
## Iteration 18 lambda =  -0.2273671 
## Iteration 19 lambda =  -0.2273694 
## Iteration 20 lambda =  -0.2273706 
## Iteration 21 lambda =  -0.2273712 
## Iteration 22 lambda =  -0.2273715 
## Iteration 23 lambda =  -0.2273716 
## Iteration 24 lambda =  -0.2273717 
## Iteration 1 lambda =  0.3252989 
## Iteration 2 lambda =  -0.01205161 
## Iteration 3 lambda =  -0.1807269 
## Iteration 4 lambda =  -0.2650645 
## Iteration 5 lambda =  -0.3072333 
## Iteration 6 lambda =  -0.3283177 
## Iteration 7 lambda =  -0.3388599 
## Iteration 8 lambda =  -0.344131 
## Iteration 9 lambda =  -0.3467666 
## Iteration 10 lambda =  -0.3480844 
## Iteration 11 lambda =  -0.3487433 
## Iteration 12 lambda =  -0.3490727 
## Iteration 13 lambda =  -0.3492374 
## Iteration 14 lambda =  -0.3493198 
## Iteration 15 lambda =  -0.349361 
## Iteration 16 lambda =  -0.3493816 
## Iteration 17 lambda =  -0.3493918 
## Iteration 18 lambda =  -0.349397 
## Iteration 19 lambda =  -0.3493996 
## Iteration 20 lambda =  -0.3494009 
## Iteration 21 lambda =  -0.3494015 
## Iteration 22 lambda =  -0.3494018 
## Iteration 23 lambda =  -0.349402 
## Iteration 24 lambda =  -0.3494021 
## Iteration 1 lambda =  0.2996406 
## Iteration 2 lambda =  -0.0505391 
## Iteration 3 lambda =  -0.2256289 
## Iteration 4 lambda =  -0.3131739 
## Iteration 5 lambda =  -0.3569463 
## Iteration 6 lambda =  -0.3788326 
## Iteration 7 lambda =  -0.3897757 
## Iteration 8 lambda =  -0.3952472 
## Iteration 9 lambda =  -0.397983 
## Iteration 10 lambda =  -0.3993509 
## Iteration 11 lambda =  -0.4000349 
## Iteration 12 lambda =  -0.4003768 
## Iteration 13 lambda =  -0.4005478 
## Iteration 14 lambda =  -0.4006333 
## Iteration 15 lambda =  -0.400676 
## Iteration 16 lambda =  -0.4006974 
## Iteration 17 lambda =  -0.4007081 
## Iteration 18 lambda =  -0.4007135 
## Iteration 19 lambda =  -0.4007161 
## Iteration 20 lambda =  -0.4007175 
## Iteration 21 lambda =  -0.4007181 
## Iteration 22 lambda =  -0.4007185 
## Iteration 23 lambda =  -0.4007186 
## Iteration 24 lambda =  -0.4007187 
## Iteration 1 lambda =  0.348137 
## Iteration 2 lambda =  0.02220554 
## Iteration 3 lambda =  -0.1407602 
## Iteration 4 lambda =  -0.2222431 
## Iteration 5 lambda =  -0.2629845 
## Iteration 6 lambda =  -0.2833552 
## Iteration 7 lambda =  -0.2935406 
## Iteration 8 lambda =  -0.2986333 
## Iteration 9 lambda =  -0.3011796 
## Iteration 10 lambda =  -0.3024528 
## Iteration 11 lambda =  -0.3030894 
## Iteration 12 lambda =  -0.3034077 
## Iteration 13 lambda =  -0.3035668 
## Iteration 14 lambda =  -0.3036464 
## Iteration 15 lambda =  -0.3036862 
## Iteration 16 lambda =  -0.303706 
## Iteration 17 lambda =  -0.303716 
## Iteration 18 lambda =  -0.303721 
## Iteration 19 lambda =  -0.3037235 
## Iteration 20 lambda =  -0.3037247 
## Iteration 21 lambda =  -0.3037253 
## Iteration 22 lambda =  -0.3037256 
## Iteration 23 lambda =  -0.3037258 
## Iteration 24 lambda =  -0.3037259 
## Iteration 1 lambda =  0.2751011 
## Iteration 2 lambda =  -0.08734828 
## Iteration 3 lambda =  -0.268573 
## Iteration 4 lambda =  -0.3591853 
## Iteration 5 lambda =  -0.4044915 
## Iteration 6 lambda =  -0.4271446 
## Iteration 7 lambda =  -0.4384712 
## Iteration 8 lambda =  -0.4441344 
## Iteration 9 lambda =  -0.4469661 
## Iteration 10 lambda =  -0.4483819 
## Iteration 11 lambda =  -0.4490898 
## Iteration 12 lambda =  -0.4494438 
## Iteration 13 lambda =  -0.4496207 
## Iteration 14 lambda =  -0.4497092 
## Iteration 15 lambda =  -0.4497535 
## Iteration 16 lambda =  -0.4497756 
## Iteration 17 lambda =  -0.4497866 
## Iteration 18 lambda =  -0.4497922 
## Iteration 19 lambda =  -0.4497949 
## Iteration 20 lambda =  -0.4497963 
## Iteration 21 lambda =  -0.449797 
## Iteration 22 lambda =  -0.4497974 
## Iteration 23 lambda =  -0.4497975 
## Iteration 24 lambda =  -0.4497976 
## Iteration 1 lambda =  0.3588352 
## Iteration 2 lambda =  0.03825285 
## Iteration 3 lambda =  -0.1220383 
## Iteration 4 lambda =  -0.2021839 
## Iteration 5 lambda =  -0.2422567 
## Iteration 6 lambda =  -0.2622931 
## Iteration 7 lambda =  -0.2723113 
## Iteration 8 lambda =  -0.2773204 
## Iteration 9 lambda =  -0.279825 
## Iteration 10 lambda =  -0.2810773 
## Iteration 11 lambda =  -0.2817034 
## Iteration 12 lambda =  -0.2820165 
## Iteration 13 lambda =  -0.282173 
## Iteration 14 lambda =  -0.2822513 
## Iteration 15 lambda =  -0.2822904 
## Iteration 16 lambda =  -0.28231 
## Iteration 17 lambda =  -0.2823198 
## Iteration 18 lambda =  -0.2823246 
## Iteration 19 lambda =  -0.2823271 
## Iteration 20 lambda =  -0.2823283 
## Iteration 21 lambda =  -0.2823289 
## Iteration 22 lambda =  -0.2823292 
## Iteration 23 lambda =  -0.2823294 
## Iteration 24 lambda =  -0.2823295 
## Iteration 1 lambda =  0.3372147 
## Iteration 2 lambda =  0.005821988 
## Iteration 3 lambda =  -0.1598743 
## Iteration 4 lambda =  -0.2427225 
## Iteration 5 lambda =  -0.2841466 
## Iteration 6 lambda =  -0.3048586 
## Iteration 7 lambda =  -0.3152147 
## Iteration 8 lambda =  -0.3203927 
## Iteration 9 lambda =  -0.3229817 
## Iteration 10 lambda =  -0.3242762 
## Iteration 11 lambda =  -0.3249234 
## Iteration 12 lambda =  -0.3252471 
## Iteration 13 lambda =  -0.3254089 
## Iteration 14 lambda =  -0.3254898 
## Iteration 15 lambda =  -0.3255302 
## Iteration 16 lambda =  -0.3255505 
## Iteration 17 lambda =  -0.3255606 
## Iteration 18 lambda =  -0.3255656 
## Iteration 19 lambda =  -0.3255682 
## Iteration 20 lambda =  -0.3255694 
## Iteration 21 lambda =  -0.3255701 
## Iteration 22 lambda =  -0.3255704 
## Iteration 23 lambda =  -0.3255705 
## Iteration 24 lambda =  -0.3255706 
## Iteration 1 lambda =  0.3242619 
## Iteration 2 lambda =  -0.01360719 
## Iteration 3 lambda =  -0.1825417 
## Iteration 4 lambda =  -0.267009 
## Iteration 5 lambda =  -0.3092426 
## Iteration 6 lambda =  -0.3303594 
## Iteration 7 lambda =  -0.3409178 
## Iteration 8 lambda =  -0.3461971 
## Iteration 9 lambda =  -0.3488367 
## Iteration 10 lambda =  -0.3501565 
## Iteration 11 lambda =  -0.3508164 
## Iteration 12 lambda =  -0.3511463 
## Iteration 13 lambda =  -0.3513113 
## Iteration 14 lambda =  -0.3513938 
## Iteration 15 lambda =  -0.351435 
## Iteration 16 lambda =  -0.3514556 
## Iteration 17 lambda =  -0.3514659 
## Iteration 18 lambda =  -0.3514711 
## Iteration 19 lambda =  -0.3514737 
## Iteration 20 lambda =  -0.351475 
## Iteration 21 lambda =  -0.3514756 
## Iteration 22 lambda =  -0.3514759 
## Iteration 23 lambda =  -0.3514761 
## Iteration 24 lambda =  -0.3514762 
## Iteration 1 lambda =  0.3326098 
## Iteration 2 lambda =  -0.001085317 
## Iteration 3 lambda =  -0.1679329 
## Iteration 4 lambda =  -0.2513566 
## Iteration 5 lambda =  -0.2930685 
## Iteration 6 lambda =  -0.3139245 
## Iteration 7 lambda =  -0.3243525 
## Iteration 8 lambda =  -0.3295664 
## Iteration 9 lambda =  -0.3321734 
## Iteration 10 lambda =  -0.3334769 
## Iteration 11 lambda =  -0.3341287 
## Iteration 12 lambda =  -0.3344545 
## Iteration 13 lambda =  -0.3346175 
## Iteration 14 lambda =  -0.334699 
## Iteration 15 lambda =  -0.3347397 
## Iteration 16 lambda =  -0.3347601 
## Iteration 17 lambda =  -0.3347702 
## Iteration 18 lambda =  -0.3347753 
## Iteration 19 lambda =  -0.3347779 
## Iteration 20 lambda =  -0.3347791 
## Iteration 21 lambda =  -0.3347798 
## Iteration 22 lambda =  -0.3347801 
## Iteration 23 lambda =  -0.3347803 
## Iteration 24 lambda =  -0.3347803 
## Iteration 1 lambda =  0.376521 
## Iteration 2 lambda =  0.06478147 
## Iteration 3 lambda =  -0.09108828 
## Iteration 4 lambda =  -0.1690232 
## Iteration 5 lambda =  -0.2079906 
## Iteration 6 lambda =  -0.2274743 
## Iteration 7 lambda =  -0.2372162 
## Iteration 8 lambda =  -0.2420871 
## Iteration 9 lambda =  -0.2445226 
## Iteration 10 lambda =  -0.2457403 
## Iteration 11 lambda =  -0.2463492 
## Iteration 12 lambda =  -0.2466536 
## Iteration 13 lambda =  -0.2468058 
## Iteration 14 lambda =  -0.2468819 
## Iteration 15 lambda =  -0.24692 
## Iteration 16 lambda =  -0.246939 
## Iteration 17 lambda =  -0.2469485 
## Iteration 18 lambda =  -0.2469533 
## Iteration 19 lambda =  -0.2469557 
## Iteration 20 lambda =  -0.2469568 
## Iteration 21 lambda =  -0.2469574 
## Iteration 22 lambda =  -0.2469577 
## Iteration 23 lambda =  -0.2469579 
## Iteration 24 lambda =  -0.246958 
## Iteration 1 lambda =  0.3182861 
## Iteration 2 lambda =  -0.02257088 
## Iteration 3 lambda =  -0.1929994 
## Iteration 4 lambda =  -0.2782136 
## Iteration 5 lambda =  -0.3208207 
## Iteration 6 lambda =  -0.3421243 
## Iteration 7 lambda =  -0.3527761 
## Iteration 8 lambda =  -0.3581019 
## Iteration 9 lambda =  -0.3607649 
## Iteration 10 lambda =  -0.3620964 
## Iteration 11 lambda =  -0.3627621 
## Iteration 12 lambda =  -0.363095 
## Iteration 13 lambda =  -0.3632614 
## Iteration 14 lambda =  -0.3633446 
## Iteration 15 lambda =  -0.3633862 
## Iteration 16 lambda =  -0.363407 
## Iteration 17 lambda =  -0.3634174 
## Iteration 18 lambda =  -0.3634226 
## Iteration 19 lambda =  -0.3634252 
## Iteration 20 lambda =  -0.3634265 
## Iteration 21 lambda =  -0.3634272 
## Iteration 22 lambda =  -0.3634275 
## Iteration 23 lambda =  -0.3634277 
## Iteration 24 lambda =  -0.3634278 
## Iteration 1 lambda =  0.3476176 
## Iteration 2 lambda =  0.02142638 
## Iteration 3 lambda =  -0.1416692 
## Iteration 4 lambda =  -0.223217 
## Iteration 5 lambda =  -0.2639909 
## Iteration 6 lambda =  -0.2843779 
## Iteration 7 lambda =  -0.2945714 
## Iteration 8 lambda =  -0.2996681 
## Iteration 9 lambda =  -0.3022165 
## Iteration 10 lambda =  -0.3034906 
## Iteration 11 lambda =  -0.3041277 
## Iteration 12 lambda =  -0.3044463 
## Iteration 13 lambda =  -0.3046056 
## Iteration 14 lambda =  -0.3046852 
## Iteration 15 lambda =  -0.304725 
## Iteration 16 lambda =  -0.3047449 
## Iteration 17 lambda =  -0.3047549 
## Iteration 18 lambda =  -0.3047599 
## Iteration 19 lambda =  -0.3047623 
## Iteration 20 lambda =  -0.3047636 
## Iteration 21 lambda =  -0.3047642 
## Iteration 22 lambda =  -0.3047645 
## Iteration 23 lambda =  -0.3047647 
## Iteration 24 lambda =  -0.3047648 
## Iteration 1 lambda =  0.3267722 
## Iteration 2 lambda =  -0.009841692 
## Iteration 3 lambda =  -0.1781486 
## Iteration 4 lambda =  -0.2623021 
## Iteration 5 lambda =  -0.3043789 
## Iteration 6 lambda =  -0.3254172 
## Iteration 7 lambda =  -0.3359364 
## Iteration 8 lambda =  -0.341196 
## Iteration 9 lambda =  -0.3438258 
## Iteration 10 lambda =  -0.3451407 
## Iteration 11 lambda =  -0.3457981 
## Iteration 12 lambda =  -0.3461269 
## Iteration 13 lambda =  -0.3462912 
## Iteration 14 lambda =  -0.3463734 
## Iteration 15 lambda =  -0.3464145 
## Iteration 16 lambda =  -0.346435 
## Iteration 17 lambda =  -0.3464453 
## Iteration 18 lambda =  -0.3464505 
## Iteration 19 lambda =  -0.346453 
## Iteration 20 lambda =  -0.3464543 
## Iteration 21 lambda =  -0.3464549 
## Iteration 22 lambda =  -0.3464553 
## Iteration 23 lambda =  -0.3464554 
## Iteration 24 lambda =  -0.3464555 
## Iteration 1 lambda =  0.3150731 
## Iteration 2 lambda =  -0.0273903 
## Iteration 3 lambda =  -0.198622 
## Iteration 4 lambda =  -0.2842379 
## Iteration 5 lambda =  -0.3270458 
## Iteration 6 lambda =  -0.3484498 
## Iteration 7 lambda =  -0.3591518 
## Iteration 8 lambda =  -0.3645027 
## Iteration 9 lambda =  -0.3671782 
## Iteration 10 lambda =  -0.368516 
## Iteration 11 lambda =  -0.3691849 
## Iteration 12 lambda =  -0.3695193 
## Iteration 13 lambda =  -0.3696865 
## Iteration 14 lambda =  -0.3697701 
## Iteration 15 lambda =  -0.3698119 
## Iteration 16 lambda =  -0.3698328 
## Iteration 17 lambda =  -0.3698433 
## Iteration 18 lambda =  -0.3698485 
## Iteration 19 lambda =  -0.3698511 
## Iteration 20 lambda =  -0.3698524 
## Iteration 21 lambda =  -0.3698531 
## Iteration 22 lambda =  -0.3698534 
## Iteration 23 lambda =  -0.3698536 
## Iteration 24 lambda =  -0.3698537 
## Iteration 1 lambda =  0.2541848 
## Iteration 2 lambda =  -0.1187229 
## Iteration 3 lambda =  -0.3051767 
## Iteration 4 lambda =  -0.3984036 
## Iteration 5 lambda =  -0.445017 
## Iteration 6 lambda =  -0.4683238 
## Iteration 7 lambda =  -0.4799771 
## Iteration 8 lambda =  -0.4858038 
## Iteration 9 lambda =  -0.4887171 
## Iteration 10 lambda =  -0.4901738 
## Iteration 11 lambda =  -0.4909022 
## Iteration 12 lambda =  -0.4912663 
## Iteration 13 lambda =  -0.4914484 
## Iteration 14 lambda =  -0.4915394 
## Iteration 15 lambda =  -0.491585 
## Iteration 16 lambda =  -0.4916077 
## Iteration 17 lambda =  -0.4916191 
## Iteration 18 lambda =  -0.4916248 
## Iteration 19 lambda =  -0.4916276 
## Iteration 20 lambda =  -0.4916291 
## Iteration 21 lambda =  -0.4916298 
## Iteration 22 lambda =  -0.4916301 
## Iteration 23 lambda =  -0.4916303 
## Iteration 24 lambda =  -0.4916304 
## Iteration 1 lambda =  0.312244 
## Iteration 2 lambda =  -0.03163405 
## Iteration 3 lambda =  -0.2035731 
## Iteration 4 lambda =  -0.2895426 
## Iteration 5 lambda =  -0.3325273 
## Iteration 6 lambda =  -0.3540197 
## Iteration 7 lambda =  -0.3647659 
## Iteration 8 lambda =  -0.370139 
## Iteration 9 lambda =  -0.3728255 
## Iteration 10 lambda =  -0.3741688 
## Iteration 11 lambda =  -0.3748404 
## Iteration 12 lambda =  -0.3751762 
## Iteration 13 lambda =  -0.3753442 
## Iteration 14 lambda =  -0.3754281 
## Iteration 15 lambda =  -0.3754701 
## Iteration 16 lambda =  -0.3754911 
## Iteration 17 lambda =  -0.3755016 
## Iteration 18 lambda =  -0.3755068 
## Iteration 19 lambda =  -0.3755094 
## Iteration 20 lambda =  -0.3755107 
## Iteration 21 lambda =  -0.3755114 
## Iteration 22 lambda =  -0.3755117 
## Iteration 23 lambda =  -0.3755119 
## Iteration 24 lambda =  -0.375512 
## Iteration 1 lambda =  0.2832743 
## Iteration 2 lambda =  -0.07508853 
## Iteration 3 lambda =  -0.2542699 
## Iteration 4 lambda =  -0.3438607 
## Iteration 5 lambda =  -0.388656 
## Iteration 6 lambda =  -0.4110537 
## Iteration 7 lambda =  -0.4222525 
## Iteration 8 lambda =  -0.427852 
## Iteration 9 lambda =  -0.4306517 
## Iteration 10 lambda =  -0.4320515 
## Iteration 11 lambda =  -0.4327514 
## Iteration 12 lambda =  -0.4331014 
## Iteration 13 lambda =  -0.4332764 
## Iteration 14 lambda =  -0.4333639 
## Iteration 15 lambda =  -0.4334076 
## Iteration 16 lambda =  -0.4334295 
## Iteration 17 lambda =  -0.4334404 
## Iteration 18 lambda =  -0.4334459 
## Iteration 19 lambda =  -0.4334486 
## Iteration 20 lambda =  -0.43345 
## Iteration 21 lambda =  -0.4334507 
## Iteration 22 lambda =  -0.433451 
## Iteration 23 lambda =  -0.4334512 
## Iteration 24 lambda =  -0.4334513 
## Iteration 1 lambda =  0.3466293 
## Iteration 2 lambda =  0.01994393 
## Iteration 3 lambda =  -0.1433987 
## Iteration 4 lambda =  -0.2250701 
## Iteration 5 lambda =  -0.2659058 
## Iteration 6 lambda =  -0.2863236 
## Iteration 7 lambda =  -0.2965325 
## Iteration 8 lambda =  -0.301637 
## Iteration 9 lambda =  -0.3041892 
## Iteration 10 lambda =  -0.3054653 
## Iteration 11 lambda =  -0.3061034 
## Iteration 12 lambda =  -0.3064224 
## Iteration 13 lambda =  -0.3065819 
## Iteration 14 lambda =  -0.3066617 
## Iteration 15 lambda =  -0.3067015 
## Iteration 16 lambda =  -0.3067215 
## Iteration 17 lambda =  -0.3067315 
## Iteration 18 lambda =  -0.3067364 
## Iteration 19 lambda =  -0.3067389 
## Iteration 20 lambda =  -0.3067402 
## Iteration 21 lambda =  -0.3067408 
## Iteration 22 lambda =  -0.3067411 
## Iteration 23 lambda =  -0.3067413 
## Iteration 24 lambda =  -0.3067413 
## Iteration 1 lambda =  0.3077871 
## Iteration 2 lambda =  -0.0383194 
## Iteration 3 lambda =  -0.2113726 
## Iteration 4 lambda =  -0.2978993 
## Iteration 5 lambda =  -0.3411626 
## Iteration 6 lambda =  -0.3627942 
## Iteration 7 lambda =  -0.37361 
## Iteration 8 lambda =  -0.379018 
## Iteration 9 lambda =  -0.3817219 
## Iteration 10 lambda =  -0.3830739 
## Iteration 11 lambda =  -0.3837499 
## Iteration 12 lambda =  -0.3840879 
## Iteration 13 lambda =  -0.3842569 
## Iteration 14 lambda =  -0.3843414 
## Iteration 15 lambda =  -0.3843836 
## Iteration 16 lambda =  -0.3844047 
## Iteration 17 lambda =  -0.3844153 
## Iteration 18 lambda =  -0.3844206 
## Iteration 19 lambda =  -0.3844232 
## Iteration 20 lambda =  -0.3844245 
## Iteration 21 lambda =  -0.3844252 
## Iteration 22 lambda =  -0.3844255 
## Iteration 23 lambda =  -0.3844257 
## Iteration 24 lambda =  -0.3844258 
## Iteration 1 lambda =  0.267611 
## Iteration 2 lambda =  -0.09858351 
## Iteration 3 lambda =  -0.2816808 
## Iteration 4 lambda =  -0.3732294 
## Iteration 5 lambda =  -0.4190037 
## Iteration 6 lambda =  -0.4418909 
## Iteration 7 lambda =  -0.4533344 
## Iteration 8 lambda =  -0.4590562 
## Iteration 9 lambda =  -0.4619171 
## Iteration 10 lambda =  -0.4633476 
## Iteration 11 lambda =  -0.4640628 
## Iteration 12 lambda =  -0.4644204 
## Iteration 13 lambda =  -0.4645992 
## Iteration 14 lambda =  -0.4646886 
## Iteration 15 lambda =  -0.4647333 
## Iteration 16 lambda =  -0.4647557 
## Iteration 17 lambda =  -0.4647668 
## Iteration 18 lambda =  -0.4647724 
## Iteration 19 lambda =  -0.4647752 
## Iteration 20 lambda =  -0.4647766 
## Iteration 21 lambda =  -0.4647773 
## Iteration 22 lambda =  -0.4647777 
## Iteration 23 lambda =  -0.4647778 
## Iteration 24 lambda =  -0.4647779 
## Iteration 1 lambda =  0.3173366 
## Iteration 2 lambda =  -0.02399509 
## Iteration 3 lambda =  -0.1946609 
## Iteration 4 lambda =  -0.2799939 
## Iteration 5 lambda =  -0.3226603 
## Iteration 6 lambda =  -0.3439936 
## Iteration 7 lambda =  -0.3546602 
## Iteration 8 lambda =  -0.3599935 
## Iteration 9 lambda =  -0.3626601 
## Iteration 10 lambda =  -0.3639935 
## Iteration 11 lambda =  -0.3646601 
## Iteration 12 lambda =  -0.3649935 
## Iteration 13 lambda =  -0.3651601 
## Iteration 14 lambda =  -0.3652435 
## Iteration 15 lambda =  -0.3652851 
## Iteration 16 lambda =  -0.365306 
## Iteration 17 lambda =  -0.3653164 
## Iteration 18 lambda =  -0.3653216 
## Iteration 19 lambda =  -0.3653242 
## Iteration 20 lambda =  -0.3653255 
## Iteration 21 lambda =  -0.3653261 
## Iteration 22 lambda =  -0.3653265 
## Iteration 23 lambda =  -0.3653266 
## Iteration 24 lambda =  -0.3653267 
## Iteration 1 lambda =  0.3540823 
## Iteration 2 lambda =  0.03112338 
## Iteration 3 lambda =  -0.1303561 
## Iteration 4 lambda =  -0.2110958 
## Iteration 5 lambda =  -0.2514656 
## Iteration 6 lambda =  -0.2716506 
## Iteration 7 lambda =  -0.281743 
## Iteration 8 lambda =  -0.2867893 
## Iteration 9 lambda =  -0.2893124 
## Iteration 10 lambda =  -0.2905739 
## Iteration 11 lambda =  -0.2912047 
## Iteration 12 lambda =  -0.2915201 
## Iteration 13 lambda =  -0.2916778 
## Iteration 14 lambda =  -0.2917566 
## Iteration 15 lambda =  -0.2917961 
## Iteration 16 lambda =  -0.2918158 
## Iteration 17 lambda =  -0.2918256 
## Iteration 18 lambda =  -0.2918306 
## Iteration 19 lambda =  -0.291833 
## Iteration 20 lambda =  -0.2918343 
## Iteration 21 lambda =  -0.2918349 
## Iteration 22 lambda =  -0.2918352 
## Iteration 23 lambda =  -0.2918353 
## Iteration 24 lambda =  -0.2918354 
## Iteration 1 lambda =  0.2473822 
## Iteration 2 lambda =  -0.1289266 
## Iteration 3 lambda =  -0.3170811 
## Iteration 4 lambda =  -0.4111583 
## Iteration 5 lambda =  -0.4581969 
## Iteration 6 lambda =  -0.4817162 
## Iteration 7 lambda =  -0.4934759 
## Iteration 8 lambda =  -0.4993557 
## Iteration 9 lambda =  -0.5022956 
## Iteration 10 lambda =  -0.5037656 
## Iteration 11 lambda =  -0.5045005 
## Iteration 12 lambda =  -0.504868 
## Iteration 13 lambda =  -0.5050518 
## Iteration 14 lambda =  -0.5051436 
## Iteration 15 lambda =  -0.5051896 
## Iteration 16 lambda =  -0.5052125 
## Iteration 17 lambda =  -0.505224 
## Iteration 18 lambda =  -0.5052298 
## Iteration 19 lambda =  -0.5052326 
## Iteration 20 lambda =  -0.5052341 
## Iteration 21 lambda =  -0.5052348 
## Iteration 22 lambda =  -0.5052352 
## Iteration 23 lambda =  -0.5052353 
## Iteration 24 lambda =  -0.5052354 
## Iteration 1 lambda =  0.3367565 
## Iteration 2 lambda =  0.005134786 
## Iteration 3 lambda =  -0.1606761 
## Iteration 4 lambda =  -0.2435815 
## Iteration 5 lambda =  -0.2850342 
## Iteration 6 lambda =  -0.3057606 
## Iteration 7 lambda =  -0.3161238 
## Iteration 8 lambda =  -0.3213054 
## Iteration 9 lambda =  -0.3238962 
## Iteration 10 lambda =  -0.3251916 
## Iteration 11 lambda =  -0.3258393 
## Iteration 12 lambda =  -0.3261631 
## Iteration 13 lambda =  -0.326325 
## Iteration 14 lambda =  -0.326406 
## Iteration 15 lambda =  -0.3264465 
## Iteration 16 lambda =  -0.3264667 
## Iteration 17 lambda =  -0.3264768 
## Iteration 18 lambda =  -0.3264819 
## Iteration 19 lambda =  -0.3264844 
## Iteration 20 lambda =  -0.3264857 
## Iteration 21 lambda =  -0.3264863 
## Iteration 22 lambda =  -0.3264866 
## Iteration 23 lambda =  -0.3264868 
## Iteration 24 lambda =  -0.3264869 
## Iteration 1 lambda =  0.3395539 
## Iteration 2 lambda =  0.009330897 
## Iteration 3 lambda =  -0.1557806 
## Iteration 4 lambda =  -0.2383364 
## Iteration 5 lambda =  -0.2796143 
## Iteration 6 lambda =  -0.3002532 
## Iteration 7 lambda =  -0.3105727 
## Iteration 8 lambda =  -0.3157324 
## Iteration 9 lambda =  -0.3183123 
## Iteration 10 lambda =  -0.3196022 
## Iteration 11 lambda =  -0.3202472 
## Iteration 12 lambda =  -0.3205697 
## Iteration 13 lambda =  -0.3207309 
## Iteration 14 lambda =  -0.3208115 
## Iteration 15 lambda =  -0.3208518 
## Iteration 16 lambda =  -0.320872 
## Iteration 17 lambda =  -0.3208821 
## Iteration 18 lambda =  -0.3208871 
## Iteration 19 lambda =  -0.3208896 
## Iteration 20 lambda =  -0.3208909 
## Iteration 21 lambda =  -0.3208915 
## Iteration 22 lambda =  -0.3208918 
## Iteration 23 lambda =  -0.320892 
## Iteration 24 lambda =  -0.3208921 
## Iteration 1 lambda =  0.3261571 
## Iteration 2 lambda =  -0.0107644 
## Iteration 3 lambda =  -0.1792251 
## Iteration 4 lambda =  -0.2634555 
## Iteration 5 lambda =  -0.3055707 
## Iteration 6 lambda =  -0.3266283 
## Iteration 7 lambda =  -0.3371571 
## Iteration 8 lambda =  -0.3424215 
## Iteration 9 lambda =  -0.3450537 
## Iteration 10 lambda =  -0.3463698 
## Iteration 11 lambda =  -0.3470278 
## Iteration 12 lambda =  -0.3473568 
## Iteration 13 lambda =  -0.3475213 
## Iteration 14 lambda =  -0.3476036 
## Iteration 15 lambda =  -0.3476447 
## Iteration 16 lambda =  -0.3476653 
## Iteration 17 lambda =  -0.3476756 
## Iteration 18 lambda =  -0.3476807 
## Iteration 19 lambda =  -0.3476833 
## Iteration 20 lambda =  -0.3476846 
## Iteration 21 lambda =  -0.3476852 
## Iteration 22 lambda =  -0.3476855 
## Iteration 23 lambda =  -0.3476857 
## Iteration 24 lambda =  -0.3476858 
## Iteration 1 lambda =  0.3757137 
## Iteration 2 lambda =  0.06357057 
## Iteration 3 lambda =  -0.09250101 
## Iteration 4 lambda =  -0.1705368 
## Iteration 5 lambda =  -0.2095547 
## Iteration 6 lambda =  -0.2290636 
## Iteration 7 lambda =  -0.2388181 
## Iteration 8 lambda =  -0.2436953 
## Iteration 9 lambda =  -0.246134 
## Iteration 10 lambda =  -0.2473533 
## Iteration 11 lambda =  -0.2479629 
## Iteration 12 lambda =  -0.2482678 
## Iteration 13 lambda =  -0.2484202 
## Iteration 14 lambda =  -0.2484964 
## Iteration 15 lambda =  -0.2485345 
## Iteration 16 lambda =  -0.2485535 
## Iteration 17 lambda =  -0.2485631 
## Iteration 18 lambda =  -0.2485678 
## Iteration 19 lambda =  -0.2485702 
## Iteration 20 lambda =  -0.2485714 
## Iteration 21 lambda =  -0.248572 
## Iteration 22 lambda =  -0.2485723 
## Iteration 23 lambda =  -0.2485724 
## Iteration 24 lambda =  -0.2485725 
## Iteration 1 lambda =  0.3604004 
## Iteration 2 lambda =  0.04060054 
## Iteration 3 lambda =  -0.1192994 
## Iteration 4 lambda =  -0.1992493 
## Iteration 5 lambda =  -0.2392243 
## Iteration 6 lambda =  -0.2592118 
## Iteration 7 lambda =  -0.2692055 
## Iteration 8 lambda =  -0.2742024 
## Iteration 9 lambda =  -0.2767008 
## Iteration 10 lambda =  -0.2779501 
## Iteration 11 lambda =  -0.2785747 
## Iteration 12 lambda =  -0.278887 
## Iteration 13 lambda =  -0.2790431 
## Iteration 14 lambda =  -0.2791212 
## Iteration 15 lambda =  -0.2791602 
## Iteration 16 lambda =  -0.2791798 
## Iteration 17 lambda =  -0.2791895 
## Iteration 18 lambda =  -0.2791944 
## Iteration 19 lambda =  -0.2791968 
## Iteration 20 lambda =  -0.2791981 
## Iteration 21 lambda =  -0.2791987 
## Iteration 22 lambda =  -0.279199 
## Iteration 23 lambda =  -0.2791991 
## Iteration 24 lambda =  -0.2791992 
## Iteration 1 lambda =  0.3685445 
## Iteration 2 lambda =  0.05281678 
## Iteration 3 lambda =  -0.1050471 
## Iteration 4 lambda =  -0.183979 
## Iteration 5 lambda =  -0.223445 
## Iteration 6 lambda =  -0.243178 
## Iteration 7 lambda =  -0.2530445 
## Iteration 8 lambda =  -0.2579777 
## Iteration 9 lambda =  -0.2604443 
## Iteration 10 lambda =  -0.2616776 
## Iteration 11 lambda =  -0.2622943 
## Iteration 12 lambda =  -0.2626026 
## Iteration 13 lambda =  -0.2627568 
## Iteration 14 lambda =  -0.2628339 
## Iteration 15 lambda =  -0.2628724 
## Iteration 16 lambda =  -0.2628917 
## Iteration 17 lambda =  -0.2629013 
## Iteration 18 lambda =  -0.2629061 
## Iteration 19 lambda =  -0.2629085 
## Iteration 20 lambda =  -0.2629098 
## Iteration 21 lambda =  -0.2629104 
## Iteration 22 lambda =  -0.2629107 
## Iteration 23 lambda =  -0.2629108 
## Iteration 24 lambda =  -0.2629109 
## Iteration 1 lambda =  0.3252268 
## Iteration 2 lambda =  -0.01215982 
## Iteration 3 lambda =  -0.1808531 
## Iteration 4 lambda =  -0.2651998 
## Iteration 5 lambda =  -0.3073731 
## Iteration 6 lambda =  -0.3284598 
## Iteration 7 lambda =  -0.3390031 
## Iteration 8 lambda =  -0.3442748 
## Iteration 9 lambda =  -0.3469106 
## Iteration 10 lambda =  -0.3482285 
## Iteration 11 lambda =  -0.3488875 
## Iteration 12 lambda =  -0.3492169 
## Iteration 13 lambda =  -0.3493817 
## Iteration 14 lambda =  -0.3494641 
## Iteration 15 lambda =  -0.3495052 
## Iteration 16 lambda =  -0.3495258 
## Iteration 17 lambda =  -0.3495361 
## Iteration 18 lambda =  -0.3495413 
## Iteration 19 lambda =  -0.3495438 
## Iteration 20 lambda =  -0.3495451 
## Iteration 21 lambda =  -0.3495458 
## Iteration 22 lambda =  -0.3495461 
## Iteration 23 lambda =  -0.3495463 
## Iteration 24 lambda =  -0.3495463 
## Iteration 1 lambda =  0.2824408 
## Iteration 2 lambda =  -0.07633877 
## Iteration 3 lambda =  -0.2557286 
## Iteration 4 lambda =  -0.3454235 
## Iteration 5 lambda =  -0.3902709 
## Iteration 6 lambda =  -0.4126946 
## Iteration 7 lambda =  -0.4239065 
## Iteration 8 lambda =  -0.4295124 
## Iteration 9 lambda =  -0.4323154 
## Iteration 10 lambda =  -0.4337169 
## Iteration 11 lambda =  -0.4344176 
## Iteration 12 lambda =  -0.434768 
## Iteration 13 lambda =  -0.4349432 
## Iteration 14 lambda =  -0.4350308 
## Iteration 15 lambda =  -0.4350746 
## Iteration 16 lambda =  -0.4350965 
## Iteration 17 lambda =  -0.4351074 
## Iteration 18 lambda =  -0.4351129 
## Iteration 19 lambda =  -0.4351156 
## Iteration 20 lambda =  -0.435117 
## Iteration 21 lambda =  -0.4351177 
## Iteration 22 lambda =  -0.435118 
## Iteration 23 lambda =  -0.4351182 
## Iteration 24 lambda =  -0.4351183 
## Iteration 1 lambda =  0.3698976 
## Iteration 2 lambda =  0.05484633 
## Iteration 3 lambda =  -0.1026793 
## Iteration 4 lambda =  -0.1814421 
## Iteration 5 lambda =  -0.2208235 
## Iteration 6 lambda =  -0.2405142 
## Iteration 7 lambda =  -0.2503595 
## Iteration 8 lambda =  -0.2552822 
## Iteration 9 lambda =  -0.2577435 
## Iteration 10 lambda =  -0.2589742 
## Iteration 11 lambda =  -0.2595896 
## Iteration 12 lambda =  -0.2598972 
## Iteration 13 lambda =  -0.2600511 
## Iteration 14 lambda =  -0.260128 
## Iteration 15 lambda =  -0.2601664 
## Iteration 16 lambda =  -0.2601857 
## Iteration 17 lambda =  -0.2601953 
## Iteration 18 lambda =  -0.2602001 
## Iteration 19 lambda =  -0.2602025 
## Iteration 20 lambda =  -0.2602037 
## Iteration 21 lambda =  -0.2602043 
## Iteration 22 lambda =  -0.2602046 
## Iteration 23 lambda =  -0.2602047 
## Iteration 24 lambda =  -0.2602048 
## Iteration 1 lambda =  0.3406493 
## Iteration 2 lambda =  0.01097402 
## Iteration 3 lambda =  -0.1538636 
## Iteration 4 lambda =  -0.2362825 
## Iteration 5 lambda =  -0.2774919 
## Iteration 6 lambda =  -0.2980966 
## Iteration 7 lambda =  -0.308399 
## Iteration 8 lambda =  -0.3135501 
## Iteration 9 lambda =  -0.3161257 
## Iteration 10 lambda =  -0.3174135 
## Iteration 11 lambda =  -0.3180574 
## Iteration 12 lambda =  -0.3183794 
## Iteration 13 lambda =  -0.3185403 
## Iteration 14 lambda =  -0.3186208 
## Iteration 15 lambda =  -0.3186611 
## Iteration 16 lambda =  -0.3186812 
## Iteration 17 lambda =  -0.3186912 
## Iteration 18 lambda =  -0.3186963 
## Iteration 19 lambda =  -0.3186988 
## Iteration 20 lambda =  -0.3187 
## Iteration 21 lambda =  -0.3187007 
## Iteration 22 lambda =  -0.318701 
## Iteration 23 lambda =  -0.3187011 
## Iteration 24 lambda =  -0.3187012 
## Iteration 1 lambda =  0.2654653 
## Iteration 2 lambda =  -0.101802 
## Iteration 3 lambda =  -0.2854357 
## Iteration 4 lambda =  -0.3772526 
## Iteration 5 lambda =  -0.423161 
## Iteration 6 lambda =  -0.4461152 
## Iteration 7 lambda =  -0.4575923 
## Iteration 8 lambda =  -0.4633308 
## Iteration 9 lambda =  -0.4662001 
## Iteration 10 lambda =  -0.4676348 
## Iteration 11 lambda =  -0.4683521 
## Iteration 12 lambda =  -0.4687107 
## Iteration 13 lambda =  -0.4688901 
## Iteration 14 lambda =  -0.4689797 
## Iteration 15 lambda =  -0.4690246 
## Iteration 16 lambda =  -0.469047 
## Iteration 17 lambda =  -0.4690582 
## Iteration 18 lambda =  -0.4690638 
## Iteration 19 lambda =  -0.4690666 
## Iteration 20 lambda =  -0.469068 
## Iteration 21 lambda =  -0.4690687 
## Iteration 22 lambda =  -0.469069 
## Iteration 23 lambda =  -0.4690692 
## Iteration 24 lambda =  -0.4690693 
## Iteration 1 lambda =  0.3324431 
## Iteration 2 lambda =  -0.001335331 
## Iteration 3 lambda =  -0.1682246 
## Iteration 4 lambda =  -0.2516692 
## Iteration 5 lambda =  -0.2933915 
## Iteration 6 lambda =  -0.3142526 
## Iteration 7 lambda =  -0.3246832 
## Iteration 8 lambda =  -0.3298985 
## Iteration 9 lambda =  -0.3325061 
## Iteration 10 lambda =  -0.33381 
## Iteration 11 lambda =  -0.3344619 
## Iteration 12 lambda =  -0.3347878 
## Iteration 13 lambda =  -0.3349508 
## Iteration 14 lambda =  -0.3350323 
## Iteration 15 lambda =  -0.335073 
## Iteration 16 lambda =  -0.3350934 
## Iteration 17 lambda =  -0.3351036 
## Iteration 18 lambda =  -0.3351087 
## Iteration 19 lambda =  -0.3351112 
## Iteration 20 lambda =  -0.3351125 
## Iteration 21 lambda =  -0.3351131 
## Iteration 22 lambda =  -0.3351135 
## Iteration 23 lambda =  -0.3351136 
## Iteration 24 lambda =  -0.3351137 
## Iteration 1 lambda =  0.2491955 
## Iteration 2 lambda =  -0.1262067 
## Iteration 3 lambda =  -0.3139079 
## Iteration 4 lambda =  -0.4077584 
## Iteration 5 lambda =  -0.4546837 
## Iteration 6 lambda =  -0.4781464 
## Iteration 7 lambda =  -0.4898777 
## Iteration 8 lambda =  -0.4957433 
## Iteration 9 lambda =  -0.4986762 
## Iteration 10 lambda =  -0.5001426 
## Iteration 11 lambda =  -0.5008758 
## Iteration 12 lambda =  -0.5012424 
## Iteration 13 lambda =  -0.5014257 
## Iteration 14 lambda =  -0.5015173 
## Iteration 15 lambda =  -0.5015632 
## Iteration 16 lambda =  -0.5015861 
## Iteration 17 lambda =  -0.5015975 
## Iteration 18 lambda =  -0.5016033 
## Iteration 19 lambda =  -0.5016061 
## Iteration 20 lambda =  -0.5016076 
## Iteration 21 lambda =  -0.5016083 
## Iteration 22 lambda =  -0.5016086 
## Iteration 23 lambda =  -0.5016088 
## Iteration 24 lambda =  -0.5016089 
## Iteration 1 lambda =  0.3219117 
## Iteration 2 lambda =  -0.01713245 
## Iteration 3 lambda =  -0.1866545 
## Iteration 4 lambda =  -0.2714156 
## Iteration 5 lambda =  -0.3137961 
## Iteration 6 lambda =  -0.3349863 
## Iteration 7 lambda =  -0.3455815 
## Iteration 8 lambda =  -0.350879 
## Iteration 9 lambda =  -0.3535278 
## Iteration 10 lambda =  -0.3548522 
## Iteration 11 lambda =  -0.3555144 
## Iteration 12 lambda =  -0.3558455 
## Iteration 13 lambda =  -0.3560111 
## Iteration 14 lambda =  -0.3560938 
## Iteration 15 lambda =  -0.3561352 
## Iteration 16 lambda =  -0.3561559 
## Iteration 17 lambda =  -0.3561663 
## Iteration 18 lambda =  -0.3561714 
## Iteration 19 lambda =  -0.356174 
## Iteration 20 lambda =  -0.3561753 
## Iteration 21 lambda =  -0.356176 
## Iteration 22 lambda =  -0.3561763 
## Iteration 23 lambda =  -0.3561764 
## Iteration 24 lambda =  -0.3561765 
## Iteration 1 lambda =  0.2983653 
## Iteration 2 lambda =  -0.05245198 
## Iteration 3 lambda =  -0.2278606 
## Iteration 4 lambda =  -0.315565 
## Iteration 5 lambda =  -0.3594171 
## Iteration 6 lambda =  -0.3813432 
## Iteration 7 lambda =  -0.3923063 
## Iteration 8 lambda =  -0.3977878 
## Iteration 9 lambda =  -0.4005285 
## Iteration 10 lambda =  -0.4018989 
## Iteration 11 lambda =  -0.4025841 
## Iteration 12 lambda =  -0.4029267 
## Iteration 13 lambda =  -0.403098 
## Iteration 14 lambda =  -0.4031837 
## Iteration 15 lambda =  -0.4032265 
## Iteration 16 lambda =  -0.4032479 
## Iteration 17 lambda =  -0.4032586 
## Iteration 18 lambda =  -0.4032639 
## Iteration 19 lambda =  -0.4032666 
## Iteration 20 lambda =  -0.403268 
## Iteration 21 lambda =  -0.4032686 
## Iteration 22 lambda =  -0.403269 
## Iteration 23 lambda =  -0.4032691 
## Iteration 24 lambda =  -0.4032692 
## Iteration 1 lambda =  0.2973196 
## Iteration 2 lambda =  -0.05402057 
## Iteration 3 lambda =  -0.2296907 
## Iteration 4 lambda =  -0.3175257 
## Iteration 5 lambda =  -0.3614432 
## Iteration 6 lambda =  -0.383402 
## Iteration 7 lambda =  -0.3943814 
## Iteration 8 lambda =  -0.3998711 
## Iteration 9 lambda =  -0.4026159 
## Iteration 10 lambda =  -0.4039883 
## Iteration 11 lambda =  -0.4046746 
## Iteration 12 lambda =  -0.4050177 
## Iteration 13 lambda =  -0.4051892 
## Iteration 14 lambda =  -0.405275 
## Iteration 15 lambda =  -0.4053179 
## Iteration 16 lambda =  -0.4053393 
## Iteration 17 lambda =  -0.40535 
## Iteration 18 lambda =  -0.4053554 
## Iteration 19 lambda =  -0.4053581 
## Iteration 20 lambda =  -0.4053594 
## Iteration 21 lambda =  -0.4053601 
## Iteration 22 lambda =  -0.4053604 
## Iteration 23 lambda =  -0.4053606 
## Iteration 24 lambda =  -0.4053607 
## Iteration 1 lambda =  0.3470207 
## Iteration 2 lambda =  0.02053099 
## Iteration 3 lambda =  -0.1427138 
## Iteration 4 lambda =  -0.2243363 
## Iteration 5 lambda =  -0.2651475 
## Iteration 6 lambda =  -0.2855531 
## Iteration 7 lambda =  -0.2957559 
## Iteration 8 lambda =  -0.3008573 
## Iteration 9 lambda =  -0.303408 
## Iteration 10 lambda =  -0.3046833 
## Iteration 11 lambda =  -0.305321 
## Iteration 12 lambda =  -0.3056398 
## Iteration 13 lambda =  -0.3057993 
## Iteration 14 lambda =  -0.305879 
## Iteration 15 lambda =  -0.3059188 
## Iteration 16 lambda =  -0.3059387 
## Iteration 17 lambda =  -0.3059487 
## Iteration 18 lambda =  -0.3059537 
## Iteration 19 lambda =  -0.3059562 
## Iteration 20 lambda =  -0.3059574 
## Iteration 21 lambda =  -0.3059581 
## Iteration 22 lambda =  -0.3059584 
## Iteration 23 lambda =  -0.3059585 
## Iteration 24 lambda =  -0.3059586 
## Iteration 1 lambda =  0.2867897 
## Iteration 2 lambda =  -0.06981548 
## Iteration 3 lambda =  -0.2481181 
## Iteration 4 lambda =  -0.3372694 
## Iteration 5 lambda =  -0.381845 
## Iteration 6 lambda =  -0.4041328 
## Iteration 7 lambda =  -0.4152767 
## Iteration 8 lambda =  -0.4208487 
## Iteration 9 lambda =  -0.4236347 
## Iteration 10 lambda =  -0.4250277 
## Iteration 11 lambda =  -0.4257241 
## Iteration 12 lambda =  -0.4260724 
## Iteration 13 lambda =  -0.4262465 
## Iteration 14 lambda =  -0.4263336 
## Iteration 15 lambda =  -0.4263771 
## Iteration 16 lambda =  -0.4263989 
## Iteration 17 lambda =  -0.4264098 
## Iteration 18 lambda =  -0.4264152 
## Iteration 19 lambda =  -0.4264179 
## Iteration 20 lambda =  -0.4264193 
## Iteration 21 lambda =  -0.42642 
## Iteration 22 lambda =  -0.4264203 
## Iteration 23 lambda =  -0.4264205 
## Iteration 24 lambda =  -0.4264206 
## Iteration 1 lambda =  0.3655625 
## Iteration 2 lambda =  0.0483438 
## Iteration 3 lambda =  -0.1102656 
## Iteration 4 lambda =  -0.1895702 
## Iteration 5 lambda =  -0.2292226 
## Iteration 6 lambda =  -0.2490488 
## Iteration 7 lambda =  -0.2589618 
## Iteration 8 lambda =  -0.2639184 
## Iteration 9 lambda =  -0.2663967 
## Iteration 10 lambda =  -0.2676358 
## Iteration 11 lambda =  -0.2682554 
## Iteration 12 lambda =  -0.2685651 
## Iteration 13 lambda =  -0.26872 
## Iteration 14 lambda =  -0.2687975 
## Iteration 15 lambda =  -0.2688362 
## Iteration 16 lambda =  -0.2688556 
## Iteration 17 lambda =  -0.2688652 
## Iteration 18 lambda =  -0.2688701 
## Iteration 19 lambda =  -0.2688725 
## Iteration 20 lambda =  -0.2688737 
## Iteration 21 lambda =  -0.2688743 
## Iteration 22 lambda =  -0.2688746 
## Iteration 23 lambda =  -0.2688748 
## Iteration 24 lambda =  -0.2688749 
## Iteration 1 lambda =  0.3208348 
## Iteration 2 lambda =  -0.01874776 
## Iteration 3 lambda =  -0.1885391 
## Iteration 4 lambda =  -0.2734347 
## Iteration 5 lambda =  -0.3158825 
## Iteration 6 lambda =  -0.3371064 
## Iteration 7 lambda =  -0.3477184 
## Iteration 8 lambda =  -0.3530244 
## Iteration 9 lambda =  -0.3556774 
## Iteration 10 lambda =  -0.3570039 
## Iteration 11 lambda =  -0.3576671 
## Iteration 12 lambda =  -0.3579987 
## Iteration 13 lambda =  -0.3581645 
## Iteration 14 lambda =  -0.3582474 
## Iteration 15 lambda =  -0.3582889 
## Iteration 16 lambda =  -0.3583096 
## Iteration 17 lambda =  -0.35832 
## Iteration 18 lambda =  -0.3583252 
## Iteration 19 lambda =  -0.3583278 
## Iteration 20 lambda =  -0.3583291 
## Iteration 21 lambda =  -0.3583297 
## Iteration 22 lambda =  -0.35833 
## Iteration 23 lambda =  -0.3583302 
## Iteration 24 lambda =  -0.3583303 
## Iteration 1 lambda =  0.3229176 
## Iteration 2 lambda =  -0.01562355 
## Iteration 3 lambda =  -0.1848941 
## Iteration 4 lambda =  -0.2695294 
## Iteration 5 lambda =  -0.3118471 
## Iteration 6 lambda =  -0.3330059 
## Iteration 7 lambda =  -0.3435853 
## Iteration 8 lambda =  -0.348875 
## Iteration 9 lambda =  -0.3515199 
## Iteration 10 lambda =  -0.3528423 
## Iteration 11 lambda =  -0.3535035 
## Iteration 12 lambda =  -0.3538341 
## Iteration 13 lambda =  -0.3539994 
## Iteration 14 lambda =  -0.3540821 
## Iteration 15 lambda =  -0.3541234 
## Iteration 16 lambda =  -0.3541441 
## Iteration 17 lambda =  -0.3541544 
## Iteration 18 lambda =  -0.3541596 
## Iteration 19 lambda =  -0.3541622 
## Iteration 20 lambda =  -0.3541634 
## Iteration 21 lambda =  -0.3541641 
## Iteration 22 lambda =  -0.3541644 
## Iteration 23 lambda =  -0.3541646 
## Iteration 24 lambda =  -0.3541647 
## Iteration 1 lambda =  0.338095 
## Iteration 2 lambda =  0.007142501 
## Iteration 3 lambda =  -0.1583337 
## Iteration 4 lambda =  -0.2410719 
## Iteration 5 lambda =  -0.2824409 
## Iteration 6 lambda =  -0.3031255 
## Iteration 7 lambda =  -0.3134677 
## Iteration 8 lambda =  -0.3186389 
## Iteration 9 lambda =  -0.3212244 
## Iteration 10 lambda =  -0.3225172 
## Iteration 11 lambda =  -0.3231636 
## Iteration 12 lambda =  -0.3234868 
## Iteration 13 lambda =  -0.3236484 
## Iteration 14 lambda =  -0.3237292 
## Iteration 15 lambda =  -0.3237696 
## Iteration 16 lambda =  -0.3237898 
## Iteration 17 lambda =  -0.3237999 
## Iteration 18 lambda =  -0.3238049 
## Iteration 19 lambda =  -0.3238075 
## Iteration 20 lambda =  -0.3238087 
## Iteration 21 lambda =  -0.3238094 
## Iteration 22 lambda =  -0.3238097 
## Iteration 23 lambda =  -0.3238098 
## Iteration 24 lambda =  -0.3238099 
## Iteration 1 lambda =  0.3181233 
## Iteration 2 lambda =  -0.02281508 
## Iteration 3 lambda =  -0.1932843 
## Iteration 4 lambda =  -0.2785188 
## Iteration 5 lambda =  -0.3211361 
## Iteration 6 lambda =  -0.3424448 
## Iteration 7 lambda =  -0.3530991 
## Iteration 8 lambda =  -0.3584263 
## Iteration 9 lambda =  -0.3610899 
## Iteration 10 lambda =  -0.3624216 
## Iteration 11 lambda =  -0.3630875 
## Iteration 12 lambda =  -0.3634205 
## Iteration 13 lambda =  -0.363587 
## Iteration 14 lambda =  -0.3636702 
## Iteration 15 lambda =  -0.3637118 
## Iteration 16 lambda =  -0.3637326 
## Iteration 17 lambda =  -0.363743 
## Iteration 18 lambda =  -0.3637482 
## Iteration 19 lambda =  -0.3637508 
## Iteration 20 lambda =  -0.3637521 
## Iteration 21 lambda =  -0.3637528 
## Iteration 22 lambda =  -0.3637531 
## Iteration 23 lambda =  -0.3637533 
## Iteration 24 lambda =  -0.3637534 
## Iteration 1 lambda =  0.3336845 
## Iteration 2 lambda =  0.0005267519 
## Iteration 3 lambda =  -0.1660521 
## Iteration 4 lambda =  -0.2493416 
## Iteration 5 lambda =  -0.2909863 
## Iteration 6 lambda =  -0.3118086 
## Iteration 7 lambda =  -0.3222198 
## Iteration 8 lambda =  -0.3274254 
## Iteration 9 lambda =  -0.3300282 
## Iteration 10 lambda =  -0.3313296 
## Iteration 11 lambda =  -0.3319803 
## Iteration 12 lambda =  -0.3323056 
## Iteration 13 lambda =  -0.3324683 
## Iteration 14 lambda =  -0.3325497 
## Iteration 15 lambda =  -0.3325903 
## Iteration 16 lambda =  -0.3326107 
## Iteration 17 lambda =  -0.3326208 
## Iteration 18 lambda =  -0.3326259 
## Iteration 19 lambda =  -0.3326285 
## Iteration 20 lambda =  -0.3326297 
## Iteration 21 lambda =  -0.3326304 
## Iteration 22 lambda =  -0.3326307 
## Iteration 23 lambda =  -0.3326308 
## Iteration 24 lambda =  -0.3326309 
## Iteration 1 lambda =  0.3325612 
## Iteration 2 lambda =  -0.001158215 
## Iteration 3 lambda =  -0.1680179 
## Iteration 4 lambda =  -0.2514478 
## Iteration 5 lambda =  -0.2931627 
## Iteration 6 lambda =  -0.3140202 
## Iteration 7 lambda =  -0.3244489 
## Iteration 8 lambda =  -0.3296633 
## Iteration 9 lambda =  -0.3322704 
## Iteration 10 lambda =  -0.333574 
## Iteration 11 lambda =  -0.3342258 
## Iteration 12 lambda =  -0.3345517 
## Iteration 13 lambda =  -0.3347147 
## Iteration 14 lambda =  -0.3347961 
## Iteration 15 lambda =  -0.3348369 
## Iteration 16 lambda =  -0.3348573 
## Iteration 17 lambda =  -0.3348674 
## Iteration 18 lambda =  -0.3348725 
## Iteration 19 lambda =  -0.3348751 
## Iteration 20 lambda =  -0.3348763 
## Iteration 21 lambda =  -0.334877 
## Iteration 22 lambda =  -0.3348773 
## Iteration 23 lambda =  -0.3348775 
## Iteration 24 lambda =  -0.3348775 
## Iteration 1 lambda =  0.3112271 
## Iteration 2 lambda =  -0.0331594 
## Iteration 3 lambda =  -0.2053526 
## Iteration 4 lambda =  -0.2914492 
## Iteration 5 lambda =  -0.3344976 
## Iteration 6 lambda =  -0.3560217 
## Iteration 7 lambda =  -0.3667838 
## Iteration 8 lambda =  -0.3721648 
## Iteration 9 lambda =  -0.3748553 
## Iteration 10 lambda =  -0.3762006 
## Iteration 11 lambda =  -0.3768732 
## Iteration 12 lambda =  -0.3772095 
## Iteration 13 lambda =  -0.3773777 
## Iteration 14 lambda =  -0.3774618 
## Iteration 15 lambda =  -0.3775038 
## Iteration 16 lambda =  -0.3775248 
## Iteration 17 lambda =  -0.3775354 
## Iteration 18 lambda =  -0.3775406 
## Iteration 19 lambda =  -0.3775432 
## Iteration 20 lambda =  -0.3775445 
## Iteration 21 lambda =  -0.3775452 
## Iteration 22 lambda =  -0.3775455 
## Iteration 23 lambda =  -0.3775457 
## Iteration 24 lambda =  -0.3775458 
## Iteration 1 lambda =  0.3116865 
## Iteration 2 lambda =  -0.03247018 
## Iteration 3 lambda =  -0.2045485 
## Iteration 4 lambda =  -0.2905877 
## Iteration 5 lambda =  -0.3336073 
## Iteration 6 lambda =  -0.3551171 
## Iteration 7 lambda =  -0.365872 
## Iteration 8 lambda =  -0.3712495 
## Iteration 9 lambda =  -0.3739382 
## Iteration 10 lambda =  -0.3752825 
## Iteration 11 lambda =  -0.3759547 
## Iteration 12 lambda =  -0.3762908 
## Iteration 13 lambda =  -0.3764589 
## Iteration 14 lambda =  -0.3765429 
## Iteration 15 lambda =  -0.3765849 
## Iteration 16 lambda =  -0.3766059 
## Iteration 17 lambda =  -0.3766164 
## Iteration 18 lambda =  -0.3766217 
## Iteration 19 lambda =  -0.3766243 
## Iteration 20 lambda =  -0.3766256 
## Iteration 21 lambda =  -0.3766262 
## Iteration 22 lambda =  -0.3766266 
## Iteration 23 lambda =  -0.3766267 
## Iteration 24 lambda =  -0.3766268 
## Iteration 1 lambda =  0.3167456 
## Iteration 2 lambda =  -0.02488153 
## Iteration 3 lambda =  -0.1956951 
## Iteration 4 lambda =  -0.2811019 
## Iteration 5 lambda =  -0.3238053 
## Iteration 6 lambda =  -0.345157 
## Iteration 7 lambda =  -0.3558329 
## Iteration 8 lambda =  -0.3611708 
## Iteration 9 lambda =  -0.3638397 
## Iteration 10 lambda =  -0.3651742 
## Iteration 11 lambda =  -0.3658415 
## Iteration 12 lambda =  -0.3661751 
## Iteration 13 lambda =  -0.3663419 
## Iteration 14 lambda =  -0.3664253 
## Iteration 15 lambda =  -0.366467 
## Iteration 16 lambda =  -0.3664879 
## Iteration 17 lambda =  -0.3664983 
## Iteration 18 lambda =  -0.3665035 
## Iteration 19 lambda =  -0.3665061 
## Iteration 20 lambda =  -0.3665074 
## Iteration 21 lambda =  -0.3665081 
## Iteration 22 lambda =  -0.3665084 
## Iteration 23 lambda =  -0.3665085 
## Iteration 24 lambda =  -0.3665086 
## Iteration 1 lambda =  0.3247084 
## Iteration 2 lambda =  -0.01293738 
## Iteration 3 lambda =  -0.1817603 
## Iteration 4 lambda =  -0.2661717 
## Iteration 5 lambda =  -0.3083775 
## Iteration 6 lambda =  -0.3294803 
## Iteration 7 lambda =  -0.3400317 
## Iteration 8 lambda =  -0.3453075 
## Iteration 9 lambda =  -0.3479453 
## Iteration 10 lambda =  -0.3492642 
## Iteration 11 lambda =  -0.3499237 
## Iteration 12 lambda =  -0.3502534 
## Iteration 13 lambda =  -0.3504183 
## Iteration 14 lambda =  -0.3505007 
## Iteration 15 lambda =  -0.350542 
## Iteration 16 lambda =  -0.3505626 
## Iteration 17 lambda =  -0.3505729 
## Iteration 18 lambda =  -0.350578 
## Iteration 19 lambda =  -0.3505806 
## Iteration 20 lambda =  -0.3505819 
## Iteration 21 lambda =  -0.3505825 
## Iteration 22 lambda =  -0.3505829 
## Iteration 23 lambda =  -0.350583 
## Iteration 24 lambda =  -0.3505831 
## Iteration 1 lambda =  0.3601695 
## Iteration 2 lambda =  0.0402543 
## Iteration 3 lambda =  -0.1197033 
## Iteration 4 lambda =  -0.1996821 
## Iteration 5 lambda =  -0.2396715 
## Iteration 6 lambda =  -0.2596662 
## Iteration 7 lambda =  -0.2696636 
## Iteration 8 lambda =  -0.2746623 
## Iteration 9 lambda =  -0.2771616 
## Iteration 10 lambda =  -0.2784113 
## Iteration 11 lambda =  -0.2790361 
## Iteration 12 lambda =  -0.2793485 
## Iteration 13 lambda =  -0.2795047 
## Iteration 14 lambda =  -0.2795828 
## Iteration 15 lambda =  -0.2796219 
## Iteration 16 lambda =  -0.2796414 
## Iteration 17 lambda =  -0.2796512 
## Iteration 18 lambda =  -0.2796561 
## Iteration 19 lambda =  -0.2796585 
## Iteration 20 lambda =  -0.2796597 
## Iteration 21 lambda =  -0.2796603 
## Iteration 22 lambda =  -0.2796606 
## Iteration 23 lambda =  -0.2796608 
## Iteration 24 lambda =  -0.2796609 
## Iteration 1 lambda =  0.2468926 
## Iteration 2 lambda =  -0.1296611 
## Iteration 3 lambda =  -0.3179379 
## Iteration 4 lambda =  -0.4120763 
## Iteration 5 lambda =  -0.4591455 
## Iteration 6 lambda =  -0.4826801 
## Iteration 7 lambda =  -0.4944474 
## Iteration 8 lambda =  -0.5003311 
## Iteration 9 lambda =  -0.5032729 
## Iteration 10 lambda =  -0.5047438 
## Iteration 11 lambda =  -0.5054793 
## Iteration 12 lambda =  -0.505847 
## Iteration 13 lambda =  -0.5060309 
## Iteration 14 lambda =  -0.5061228 
## Iteration 15 lambda =  -0.5061688 
## Iteration 16 lambda =  -0.5061918 
## Iteration 17 lambda =  -0.5062032 
## Iteration 18 lambda =  -0.506209 
## Iteration 19 lambda =  -0.5062119 
## Iteration 20 lambda =  -0.5062133 
## Iteration 21 lambda =  -0.506214 
## Iteration 22 lambda =  -0.5062144 
## Iteration 23 lambda =  -0.5062146 
## Iteration 24 lambda =  -0.5062146 
## Iteration 1 lambda =  0.2658307 
## Iteration 2 lambda =  -0.1012539 
## Iteration 3 lambda =  -0.2847963 
## Iteration 4 lambda =  -0.3765674 
## Iteration 5 lambda =  -0.422453 
## Iteration 6 lambda =  -0.4453958 
## Iteration 7 lambda =  -0.4568672 
## Iteration 8 lambda =  -0.4626029 
## Iteration 9 lambda =  -0.4654707 
## Iteration 10 lambda =  -0.4669047 
## Iteration 11 lambda =  -0.4676216 
## Iteration 12 lambda =  -0.4679801 
## Iteration 13 lambda =  -0.4681593 
## Iteration 14 lambda =  -0.468249 
## Iteration 15 lambda =  -0.4682938 
## Iteration 16 lambda =  -0.4683162 
## Iteration 17 lambda =  -0.4683274 
## Iteration 18 lambda =  -0.468333 
## Iteration 19 lambda =  -0.4683358 
## Iteration 20 lambda =  -0.4683372 
## Iteration 21 lambda =  -0.4683379 
## Iteration 22 lambda =  -0.4683382 
## Iteration 23 lambda =  -0.4683384 
## Iteration 24 lambda =  -0.4683385 
## Iteration 1 lambda =  0.2721631 
## Iteration 2 lambda =  -0.09175535 
## Iteration 3 lambda =  -0.2737146 
## Iteration 4 lambda =  -0.3646942 
## Iteration 5 lambda =  -0.410184 
## Iteration 6 lambda =  -0.4329289 
## Iteration 7 lambda =  -0.4443013 
## Iteration 8 lambda =  -0.4499876 
## Iteration 9 lambda =  -0.4528307 
## Iteration 10 lambda =  -0.4542522 
## Iteration 11 lambda =  -0.454963 
## Iteration 12 lambda =  -0.4553184 
## Iteration 13 lambda =  -0.4554961 
## Iteration 14 lambda =  -0.4555849 
## Iteration 15 lambda =  -0.4556294 
## Iteration 16 lambda =  -0.4556516 
## Iteration 17 lambda =  -0.4556627 
## Iteration 18 lambda =  -0.4556682 
## Iteration 19 lambda =  -0.455671 
## Iteration 20 lambda =  -0.4556724 
## Iteration 21 lambda =  -0.4556731 
## Iteration 22 lambda =  -0.4556734 
## Iteration 23 lambda =  -0.4556736 
## Iteration 24 lambda =  -0.4556737 
## Iteration 1 lambda =  0.2919317 
## Iteration 2 lambda =  -0.0621025 
## Iteration 3 lambda =  -0.2391196 
## Iteration 4 lambda =  -0.3276281 
## Iteration 5 lambda =  -0.3718824 
## Iteration 6 lambda =  -0.3940095 
## Iteration 7 lambda =  -0.4050731 
## Iteration 8 lambda =  -0.4106049 
## Iteration 9 lambda =  -0.4133708 
## Iteration 10 lambda =  -0.4147537 
## Iteration 11 lambda =  -0.4154452 
## Iteration 12 lambda =  -0.4157909 
## Iteration 13 lambda =  -0.4159638 
## Iteration 14 lambda =  -0.4160502 
## Iteration 15 lambda =  -0.4160935 
## Iteration 16 lambda =  -0.4161151 
## Iteration 17 lambda =  -0.4161259 
## Iteration 18 lambda =  -0.4161313 
## Iteration 19 lambda =  -0.416134 
## Iteration 20 lambda =  -0.4161353 
## Iteration 21 lambda =  -0.416136 
## Iteration 22 lambda =  -0.4161363 
## Iteration 23 lambda =  -0.4161365 
## Iteration 24 lambda =  -0.4161366 
## Iteration 1 lambda =  0.3639454 
## Iteration 2 lambda =  0.04591815 
## Iteration 3 lambda =  -0.1130955 
## Iteration 4 lambda =  -0.1926023 
## Iteration 5 lambda =  -0.2323557 
## Iteration 6 lambda =  -0.2522324 
## Iteration 7 lambda =  -0.2621708 
## Iteration 8 lambda =  -0.26714 
## Iteration 9 lambda =  -0.2696245 
## Iteration 10 lambda =  -0.2708668 
## Iteration 11 lambda =  -0.271488 
## Iteration 12 lambda =  -0.2717986 
## Iteration 13 lambda =  -0.2719538 
## Iteration 14 lambda =  -0.2720315 
## Iteration 15 lambda =  -0.2720703 
## Iteration 16 lambda =  -0.2720897 
## Iteration 17 lambda =  -0.2720994 
## Iteration 18 lambda =  -0.2721043 
## Iteration 19 lambda =  -0.2721067 
## Iteration 20 lambda =  -0.2721079 
## Iteration 21 lambda =  -0.2721085 
## Iteration 22 lambda =  -0.2721088 
## Iteration 23 lambda =  -0.272109 
## Iteration 24 lambda =  -0.2721091 
## Iteration 1 lambda =  0.3159504 
## Iteration 2 lambda =  -0.02607441 
## Iteration 3 lambda =  -0.1970868 
## Iteration 4 lambda =  -0.282593 
## Iteration 5 lambda =  -0.3253461 
## Iteration 6 lambda =  -0.3467227 
## Iteration 7 lambda =  -0.3574109 
## Iteration 8 lambda =  -0.3627551 
## Iteration 9 lambda =  -0.3654271 
## Iteration 10 lambda =  -0.3667632 
## Iteration 11 lambda =  -0.3674312 
## Iteration 12 lambda =  -0.3677652 
## Iteration 13 lambda =  -0.3679322 
## Iteration 14 lambda =  -0.3680157 
## Iteration 15 lambda =  -0.3680575 
## Iteration 16 lambda =  -0.3680783 
## Iteration 17 lambda =  -0.3680888 
## Iteration 18 lambda =  -0.368094 
## Iteration 19 lambda =  -0.3680966 
## Iteration 20 lambda =  -0.3680979 
## Iteration 21 lambda =  -0.3680986 
## Iteration 22 lambda =  -0.3680989 
## Iteration 23 lambda =  -0.3680991 
## Iteration 24 lambda =  -0.3680991 
## Iteration 1 lambda =  0.3488603 
## Iteration 2 lambda =  0.02329049 
## Iteration 3 lambda =  -0.1394944 
## Iteration 4 lambda =  -0.2208869 
## Iteration 5 lambda =  -0.2615831 
## Iteration 6 lambda =  -0.2819312 
## Iteration 7 lambda =  -0.2921053 
## Iteration 8 lambda =  -0.2971923 
## Iteration 9 lambda =  -0.2997358 
## Iteration 10 lambda =  -0.3010076 
## Iteration 11 lambda =  -0.3016435 
## Iteration 12 lambda =  -0.3019614 
## Iteration 13 lambda =  -0.3021204 
## Iteration 14 lambda =  -0.3021999 
## Iteration 15 lambda =  -0.3022396 
## Iteration 16 lambda =  -0.3022595 
## Iteration 17 lambda =  -0.3022694 
## Iteration 18 lambda =  -0.3022744 
## Iteration 19 lambda =  -0.3022769 
## Iteration 20 lambda =  -0.3022781 
## Iteration 21 lambda =  -0.3022787 
## Iteration 22 lambda =  -0.302279 
## Iteration 23 lambda =  -0.3022792 
## Iteration 24 lambda =  -0.3022793 
## Iteration 1 lambda =  0.2803329 
## Iteration 2 lambda =  -0.07950067 
## Iteration 3 lambda =  -0.2594174 
## Iteration 4 lambda =  -0.3493758 
## Iteration 5 lambda =  -0.394355 
## Iteration 6 lambda =  -0.4168446 
## Iteration 7 lambda =  -0.4280894 
## Iteration 8 lambda =  -0.4337118 
## Iteration 9 lambda =  -0.436523 
## Iteration 10 lambda =  -0.4379286 
## Iteration 11 lambda =  -0.4386314 
## Iteration 12 lambda =  -0.4389828 
## Iteration 13 lambda =  -0.4391585 
## Iteration 14 lambda =  -0.4392464 
## Iteration 15 lambda =  -0.4392903 
## Iteration 16 lambda =  -0.4393123 
## Iteration 17 lambda =  -0.4393232 
## Iteration 18 lambda =  -0.4393287 
## Iteration 19 lambda =  -0.4393315 
## Iteration 20 lambda =  -0.4393329 
## Iteration 21 lambda =  -0.4393335 
## Iteration 22 lambda =  -0.4393339 
## Iteration 23 lambda =  -0.4393341 
## Iteration 24 lambda =  -0.4393341 
## Iteration 1 lambda =  0.3002124 
## Iteration 2 lambda =  -0.04968134 
## Iteration 3 lambda =  -0.2246282 
## Iteration 4 lambda =  -0.3121017 
## Iteration 5 lambda =  -0.3558384 
## Iteration 6 lambda =  -0.3777068 
## Iteration 7 lambda =  -0.3886409 
## Iteration 8 lambda =  -0.394108 
## Iteration 9 lambda =  -0.3968416 
## Iteration 10 lambda =  -0.3982083 
## Iteration 11 lambda =  -0.3988917 
## Iteration 12 lambda =  -0.3992334 
## Iteration 13 lambda =  -0.3994043 
## Iteration 14 lambda =  -0.3994897 
## Iteration 15 lambda =  -0.3995324 
## Iteration 16 lambda =  -0.3995538 
## Iteration 17 lambda =  -0.3995644 
## Iteration 18 lambda =  -0.3995698 
## Iteration 19 lambda =  -0.3995724 
## Iteration 20 lambda =  -0.3995738 
## Iteration 21 lambda =  -0.3995744 
## Iteration 22 lambda =  -0.3995748 
## Iteration 23 lambda =  -0.3995749 
## Iteration 24 lambda =  -0.399575 
## Iteration 1 lambda =  0.3038018 
## Iteration 2 lambda =  -0.04429737 
## Iteration 3 lambda =  -0.2183469 
## Iteration 4 lambda =  -0.3053717 
## Iteration 5 lambda =  -0.3488841 
## Iteration 6 lambda =  -0.3706403 
## Iteration 7 lambda =  -0.3815184 
## Iteration 8 lambda =  -0.3869574 
## Iteration 9 lambda =  -0.389677 
## Iteration 10 lambda =  -0.3910367 
## Iteration 11 lambda =  -0.3917166 
## Iteration 12 lambda =  -0.3920565 
## Iteration 13 lambda =  -0.3922265 
## Iteration 14 lambda =  -0.3923115 
## Iteration 15 lambda =  -0.392354 
## Iteration 16 lambda =  -0.3923752 
## Iteration 17 lambda =  -0.3923859 
## Iteration 18 lambda =  -0.3923912 
## Iteration 19 lambda =  -0.3923938 
## Iteration 20 lambda =  -0.3923952 
## Iteration 21 lambda =  -0.3923958 
## Iteration 22 lambda =  -0.3923962 
## Iteration 23 lambda =  -0.3923963 
## Iteration 24 lambda =  -0.3923964 
## Iteration 1 lambda =  0.358106 
## Iteration 2 lambda =  0.03715898 
## Iteration 3 lambda =  -0.1233145 
## Iteration 4 lambda =  -0.2035513 
## Iteration 5 lambda =  -0.2436697 
## Iteration 6 lambda =  -0.2637288 
## Iteration 7 lambda =  -0.2737584 
## Iteration 8 lambda =  -0.2787732 
## Iteration 9 lambda =  -0.2812806 
## Iteration 10 lambda =  -0.2825343 
## Iteration 11 lambda =  -0.2831612 
## Iteration 12 lambda =  -0.2834746 
## Iteration 13 lambda =  -0.2836313 
## Iteration 14 lambda =  -0.2837097 
## Iteration 15 lambda =  -0.2837489 
## Iteration 16 lambda =  -0.2837684 
## Iteration 17 lambda =  -0.2837782 
## Iteration 18 lambda =  -0.2837831 
## Iteration 19 lambda =  -0.2837856 
## Iteration 20 lambda =  -0.2837868 
## Iteration 21 lambda =  -0.2837874 
## Iteration 22 lambda =  -0.2837877 
## Iteration 23 lambda =  -0.2837879 
## Iteration 24 lambda =  -0.283788 
## Iteration 1 lambda =  0.2761921 
## Iteration 2 lambda =  -0.08571189 
## Iteration 3 lambda =  -0.2666639 
## Iteration 4 lambda =  -0.3571399 
## Iteration 5 lambda =  -0.4023779 
## Iteration 6 lambda =  -0.4249969 
## Iteration 7 lambda =  -0.4363063 
## Iteration 8 lambda =  -0.4419611 
## Iteration 9 lambda =  -0.4447885 
## Iteration 10 lambda =  -0.4462022 
## Iteration 11 lambda =  -0.446909 
## Iteration 12 lambda =  -0.4472624 
## Iteration 13 lambda =  -0.4474391 
## Iteration 14 lambda =  -0.4475275 
## Iteration 15 lambda =  -0.4475717 
## Iteration 16 lambda =  -0.4475938 
## Iteration 17 lambda =  -0.4476048 
## Iteration 18 lambda =  -0.4476103 
## Iteration 19 lambda =  -0.4476131 
## Iteration 20 lambda =  -0.4476145 
## Iteration 21 lambda =  -0.4476152 
## Iteration 22 lambda =  -0.4476155 
## Iteration 23 lambda =  -0.4476157 
## Iteration 24 lambda =  -0.4476158 
## Iteration 1 lambda =  0.3342427 
## Iteration 2 lambda =  0.001364007 
## Iteration 3 lambda =  -0.1650753 
## Iteration 4 lambda =  -0.248295 
## Iteration 5 lambda =  -0.2899048 
## Iteration 6 lambda =  -0.3107097 
## Iteration 7 lambda =  -0.3211122 
## Iteration 8 lambda =  -0.3263134 
## Iteration 9 lambda =  -0.328914 
## Iteration 10 lambda =  -0.3302144 
## Iteration 11 lambda =  -0.3308645 
## Iteration 12 lambda =  -0.3311896 
## Iteration 13 lambda =  -0.3313521 
## Iteration 14 lambda =  -0.3314334 
## Iteration 15 lambda =  -0.331474 
## Iteration 16 lambda =  -0.3314943 
## Iteration 17 lambda =  -0.3315045 
## Iteration 18 lambda =  -0.3315096 
## Iteration 19 lambda =  -0.3315121 
## Iteration 20 lambda =  -0.3315134 
## Iteration 21 lambda =  -0.331514 
## Iteration 22 lambda =  -0.3315143 
## Iteration 23 lambda =  -0.3315145 
## Iteration 24 lambda =  -0.3315146 
## Iteration 1 lambda =  0.2927239 
## Iteration 2 lambda =  -0.06091411 
## Iteration 3 lambda =  -0.2377331 
## Iteration 4 lambda =  -0.3261426 
## Iteration 5 lambda =  -0.3703474 
## Iteration 6 lambda =  -0.3924498 
## Iteration 7 lambda =  -0.403501 
## Iteration 8 lambda =  -0.4090266 
## Iteration 9 lambda =  -0.4117894 
## Iteration 10 lambda =  -0.4131708 
## Iteration 11 lambda =  -0.4138614 
## Iteration 12 lambda =  -0.4142068 
## Iteration 13 lambda =  -0.4143795 
## Iteration 14 lambda =  -0.4144658 
## Iteration 15 lambda =  -0.414509 
## Iteration 16 lambda =  -0.4145306 
## Iteration 17 lambda =  -0.4145414 
## Iteration 18 lambda =  -0.4145468 
## Iteration 19 lambda =  -0.4145495 
## Iteration 20 lambda =  -0.4145508 
## Iteration 21 lambda =  -0.4145515 
## Iteration 22 lambda =  -0.4145518 
## Iteration 23 lambda =  -0.414552 
## Iteration 24 lambda =  -0.4145521 
## Iteration 1 lambda =  0.3276382 
## Iteration 2 lambda =  -0.008542706 
## Iteration 3 lambda =  -0.1766332 
## Iteration 4 lambda =  -0.2606784 
## Iteration 5 lambda =  -0.302701 
## Iteration 6 lambda =  -0.3237123 
## Iteration 7 lambda =  -0.334218 
## Iteration 8 lambda =  -0.3394708 
## Iteration 9 lambda =  -0.3420972 
## Iteration 10 lambda =  -0.3434104 
## Iteration 11 lambda =  -0.344067 
## Iteration 12 lambda =  -0.3443953 
## Iteration 13 lambda =  -0.3445595 
## Iteration 14 lambda =  -0.3446415 
## Iteration 15 lambda =  -0.3446826 
## Iteration 16 lambda =  -0.3447031 
## Iteration 17 lambda =  -0.3447133 
## Iteration 18 lambda =  -0.3447185 
## Iteration 19 lambda =  -0.344721 
## Iteration 20 lambda =  -0.3447223 
## Iteration 21 lambda =  -0.344723 
## Iteration 22 lambda =  -0.3447233 
## Iteration 23 lambda =  -0.3447234 
## Iteration 24 lambda =  -0.3447235 
## Iteration 1 lambda =  0.3169565 
## Iteration 2 lambda =  -0.02456528 
## Iteration 3 lambda =  -0.1953262 
## Iteration 4 lambda =  -0.2807066 
## Iteration 5 lambda =  -0.3233968 
## Iteration 6 lambda =  -0.3447419 
## Iteration 7 lambda =  -0.3554145 
## Iteration 8 lambda =  -0.3607508 
## Iteration 9 lambda =  -0.3634189 
## Iteration 10 lambda =  -0.364753 
## Iteration 11 lambda =  -0.36542 
## Iteration 12 lambda =  -0.3657535 
## Iteration 13 lambda =  -0.3659203 
## Iteration 14 lambda =  -0.3660037 
## Iteration 15 lambda =  -0.3660453 
## Iteration 16 lambda =  -0.3660662 
## Iteration 17 lambda =  -0.3660766 
## Iteration 18 lambda =  -0.3660818 
## Iteration 19 lambda =  -0.3660844 
## Iteration 20 lambda =  -0.3660857 
## Iteration 21 lambda =  -0.3660864 
## Iteration 22 lambda =  -0.3660867 
## Iteration 23 lambda =  -0.3660869 
## Iteration 24 lambda =  -0.366087 
## Iteration 1 lambda =  0.3050929 
## Iteration 2 lambda =  -0.04236058 
## Iteration 3 lambda =  -0.2160873 
## Iteration 4 lambda =  -0.3029507 
## Iteration 5 lambda =  -0.3463824 
## Iteration 6 lambda =  -0.3680983 
## Iteration 7 lambda =  -0.3789562 
## Iteration 8 lambda =  -0.3843851 
## Iteration 9 lambda =  -0.3870996 
## Iteration 10 lambda =  -0.3884569 
## Iteration 11 lambda =  -0.3891355 
## Iteration 12 lambda =  -0.3894748 
## Iteration 13 lambda =  -0.3896445 
## Iteration 14 lambda =  -0.3897293 
## Iteration 15 lambda =  -0.3897717 
## Iteration 16 lambda =  -0.3897929 
## Iteration 17 lambda =  -0.3898035 
## Iteration 18 lambda =  -0.3898088 
## Iteration 19 lambda =  -0.3898115 
## Iteration 20 lambda =  -0.3898128 
## Iteration 21 lambda =  -0.3898134 
## Iteration 22 lambda =  -0.3898138 
## Iteration 23 lambda =  -0.3898139 
## Iteration 24 lambda =  -0.389814 
## Iteration 1 lambda =  0.3222285 
## Iteration 2 lambda =  -0.01665727 
## Iteration 3 lambda =  -0.1861002 
## Iteration 4 lambda =  -0.2708216 
## Iteration 5 lambda =  -0.3131823 
## Iteration 6 lambda =  -0.3343627 
## Iteration 7 lambda =  -0.3449529 
## Iteration 8 lambda =  -0.3502479 
## Iteration 9 lambda =  -0.3528955 
## Iteration 10 lambda =  -0.3542193 
## Iteration 11 lambda =  -0.3548811 
## Iteration 12 lambda =  -0.3552121 
## Iteration 13 lambda =  -0.3553776 
## Iteration 14 lambda =  -0.3554603 
## Iteration 15 lambda =  -0.3555017 
## Iteration 16 lambda =  -0.3555223 
## Iteration 17 lambda =  -0.3555327 
## Iteration 18 lambda =  -0.3555379 
## Iteration 19 lambda =  -0.3555404 
## Iteration 20 lambda =  -0.3555417 
## Iteration 21 lambda =  -0.3555424 
## Iteration 22 lambda =  -0.3555427 
## Iteration 23 lambda =  -0.3555429 
## Iteration 24 lambda =  -0.3555429 
## Iteration 1 lambda =  0.2786337 
## Iteration 2 lambda =  -0.08204939 
## Iteration 3 lambda =  -0.262391 
## Iteration 4 lambda =  -0.3525617 
## Iteration 5 lambda =  -0.3976471 
## Iteration 6 lambda =  -0.4201898 
## Iteration 7 lambda =  -0.4314612 
## Iteration 8 lambda =  -0.4370968 
## Iteration 9 lambda =  -0.4399147 
## Iteration 10 lambda =  -0.4413236 
## Iteration 11 lambda =  -0.4420281 
## Iteration 12 lambda =  -0.4423803 
## Iteration 13 lambda =  -0.4425564 
## Iteration 14 lambda =  -0.4426445 
## Iteration 15 lambda =  -0.4426885 
## Iteration 16 lambda =  -0.4427105 
## Iteration 17 lambda =  -0.4427215 
## Iteration 18 lambda =  -0.442727 
## Iteration 19 lambda =  -0.4427298 
## Iteration 20 lambda =  -0.4427311 
## Iteration 21 lambda =  -0.4427318 
## Iteration 22 lambda =  -0.4427322 
## Iteration 23 lambda =  -0.4427323 
## Iteration 24 lambda =  -0.4427324 
## Iteration 1 lambda =  0.2554193 
## Iteration 2 lambda =  -0.1168711 
## Iteration 3 lambda =  -0.3030162 
## Iteration 4 lambda =  -0.3960888 
## Iteration 5 lambda =  -0.4426251 
## Iteration 6 lambda =  -0.4658933 
## Iteration 7 lambda =  -0.4775273 
## Iteration 8 lambda =  -0.4833444 
## Iteration 9 lambda =  -0.4862529 
## Iteration 10 lambda =  -0.4877072 
## Iteration 11 lambda =  -0.4884343 
## Iteration 12 lambda =  -0.4887979 
## Iteration 13 lambda =  -0.4889796 
## Iteration 14 lambda =  -0.4890705 
## Iteration 15 lambda =  -0.489116 
## Iteration 16 lambda =  -0.4891387 
## Iteration 17 lambda =  -0.4891501 
## Iteration 18 lambda =  -0.4891557 
## Iteration 19 lambda =  -0.4891586 
## Iteration 20 lambda =  -0.48916 
## Iteration 21 lambda =  -0.4891607 
## Iteration 22 lambda =  -0.4891611 
## Iteration 23 lambda =  -0.4891612 
## Iteration 24 lambda =  -0.4891613 
## Iteration 1 lambda =  0.2498463 
## Iteration 2 lambda =  -0.1252305 
## Iteration 3 lambda =  -0.3127689 
## Iteration 4 lambda =  -0.4065381 
## Iteration 5 lambda =  -0.4534227 
## Iteration 6 lambda =  -0.476865 
## Iteration 7 lambda =  -0.4885862 
## Iteration 8 lambda =  -0.4944467 
## Iteration 9 lambda =  -0.497377 
## Iteration 10 lambda =  -0.4988422 
## Iteration 11 lambda =  -0.4995748 
## Iteration 12 lambda =  -0.499941 
## Iteration 13 lambda =  -0.5001242 
## Iteration 14 lambda =  -0.5002158 
## Iteration 15 lambda =  -0.5002615 
## Iteration 16 lambda =  -0.5002844 
## Iteration 17 lambda =  -0.5002959 
## Iteration 18 lambda =  -0.5003016 
## Iteration 19 lambda =  -0.5003045 
## Iteration 20 lambda =  -0.5003059 
## Iteration 21 lambda =  -0.5003066 
## Iteration 22 lambda =  -0.500307 
## Iteration 23 lambda =  -0.5003071 
## Iteration 24 lambda =  -0.5003072 
## Iteration 1 lambda =  0.3025767 
## Iteration 2 lambda =  -0.04613488 
## Iteration 3 lambda =  -0.2204907 
## Iteration 4 lambda =  -0.3076686 
## Iteration 5 lambda =  -0.3512576 
## Iteration 6 lambda =  -0.373052 
## Iteration 7 lambda =  -0.3839493 
## Iteration 8 lambda =  -0.3893979 
## Iteration 9 lambda =  -0.3921222 
## Iteration 10 lambda =  -0.3934844 
## Iteration 11 lambda =  -0.3941654 
## Iteration 12 lambda =  -0.394506 
## Iteration 13 lambda =  -0.3946762 
## Iteration 14 lambda =  -0.3947614 
## Iteration 15 lambda =  -0.3948039 
## Iteration 16 lambda =  -0.3948252 
## Iteration 17 lambda =  -0.3948359 
## Iteration 18 lambda =  -0.3948412 
## Iteration 19 lambda =  -0.3948438 
## Iteration 20 lambda =  -0.3948452 
## Iteration 21 lambda =  -0.3948458 
## Iteration 22 lambda =  -0.3948462 
## Iteration 23 lambda =  -0.3948463 
## Iteration 24 lambda =  -0.3948464 
## Iteration 1 lambda =  0.3067674 
## Iteration 2 lambda =  -0.03984893 
## Iteration 3 lambda =  -0.2131571 
## Iteration 4 lambda =  -0.2998112 
## Iteration 5 lambda =  -0.3431382 
## Iteration 6 lambda =  -0.3648017 
## Iteration 7 lambda =  -0.3756335 
## Iteration 8 lambda =  -0.3810494 
## Iteration 9 lambda =  -0.3837573 
## Iteration 10 lambda =  -0.3851113 
## Iteration 11 lambda =  -0.3857883 
## Iteration 12 lambda =  -0.3861268 
## Iteration 13 lambda =  -0.386296 
## Iteration 14 lambda =  -0.3863806 
## Iteration 15 lambda =  -0.3864229 
## Iteration 16 lambda =  -0.3864441 
## Iteration 17 lambda =  -0.3864547 
## Iteration 18 lambda =  -0.38646 
## Iteration 19 lambda =  -0.3864626 
## Iteration 20 lambda =  -0.3864639 
## Iteration 21 lambda =  -0.3864646 
## Iteration 22 lambda =  -0.3864649 
## Iteration 23 lambda =  -0.3864651 
## Iteration 24 lambda =  -0.3864652 
## Iteration 1 lambda =  0.3108939 
## Iteration 2 lambda =  -0.03365922 
## Iteration 3 lambda =  -0.2059358 
## Iteration 4 lambda =  -0.292074 
## Iteration 5 lambda =  -0.3351432 
## Iteration 6 lambda =  -0.3566777 
## Iteration 7 lambda =  -0.367445 
## Iteration 8 lambda =  -0.3728286 
## Iteration 9 lambda =  -0.3755205 
## Iteration 10 lambda =  -0.3768664 
## Iteration 11 lambda =  -0.3775393 
## Iteration 12 lambda =  -0.3778758 
## Iteration 13 lambda =  -0.3780441 
## Iteration 14 lambda =  -0.3781282 
## Iteration 15 lambda =  -0.3781702 
## Iteration 16 lambda =  -0.3781913 
## Iteration 17 lambda =  -0.3782018 
## Iteration 18 lambda =  -0.378207 
## Iteration 19 lambda =  -0.3782097 
## Iteration 20 lambda =  -0.378211 
## Iteration 21 lambda =  -0.3782116 
## Iteration 22 lambda =  -0.378212 
## Iteration 23 lambda =  -0.3782121 
## Iteration 24 lambda =  -0.3782122 
## Iteration 1 lambda =  0.2323508 
## Iteration 2 lambda =  -0.1514737 
## Iteration 3 lambda =  -0.343386 
## Iteration 4 lambda =  -0.4393422 
## Iteration 5 lambda =  -0.4873203 
## Iteration 6 lambda =  -0.5113093 
## Iteration 7 lambda =  -0.5233038 
## Iteration 8 lambda =  -0.5293011 
## Iteration 9 lambda =  -0.5322997 
## Iteration 10 lambda =  -0.533799 
## Iteration 11 lambda =  -0.5345487 
## Iteration 12 lambda =  -0.5349235 
## Iteration 13 lambda =  -0.5351109 
## Iteration 14 lambda =  -0.5352046 
## Iteration 15 lambda =  -0.5352515 
## Iteration 16 lambda =  -0.5352749 
## Iteration 17 lambda =  -0.5352866 
## Iteration 18 lambda =  -0.5352925 
## Iteration 19 lambda =  -0.5352954 
## Iteration 20 lambda =  -0.5352969 
## Iteration 21 lambda =  -0.5352976 
## Iteration 22 lambda =  -0.535298 
## Iteration 23 lambda =  -0.5352981 
## Iteration 24 lambda =  -0.5352982 
## Iteration 1 lambda =  0.3198253 
## Iteration 2 lambda =  -0.02026203 
## Iteration 3 lambda =  -0.1903057 
## Iteration 4 lambda =  -0.2753275 
## Iteration 5 lambda =  -0.3178385 
## Iteration 6 lambda =  -0.3390939 
## Iteration 7 lambda =  -0.3497216 
## Iteration 8 lambda =  -0.3550355 
## Iteration 9 lambda =  -0.3576924 
## Iteration 10 lambda =  -0.3590209 
## Iteration 11 lambda =  -0.3596851 
## Iteration 12 lambda =  -0.3600173 
## Iteration 13 lambda =  -0.3601833 
## Iteration 14 lambda =  -0.3602663 
## Iteration 15 lambda =  -0.3603079 
## Iteration 16 lambda =  -0.3603286 
## Iteration 17 lambda =  -0.360339 
## Iteration 18 lambda =  -0.3603442 
## Iteration 19 lambda =  -0.3603468 
## Iteration 20 lambda =  -0.3603481 
## Iteration 21 lambda =  -0.3603487 
## Iteration 22 lambda =  -0.360349 
## Iteration 23 lambda =  -0.3603492 
## Iteration 24 lambda =  -0.3603493 
## Iteration 1 lambda =  0.323326 
## Iteration 2 lambda =  -0.01501101 
## Iteration 3 lambda =  -0.1841795 
## Iteration 4 lambda =  -0.2687638 
## Iteration 5 lambda =  -0.3110559 
## Iteration 6 lambda =  -0.332202 
## Iteration 7 lambda =  -0.342775 
## Iteration 8 lambda =  -0.3480615 
## Iteration 9 lambda =  -0.3507048 
## Iteration 10 lambda =  -0.3520264 
## Iteration 11 lambda =  -0.3526872 
## Iteration 12 lambda =  -0.3530176 
## Iteration 13 lambda =  -0.3531828 
## Iteration 14 lambda =  -0.3532654 
## Iteration 15 lambda =  -0.3533067 
## Iteration 16 lambda =  -0.3533274 
## Iteration 17 lambda =  -0.3533377 
## Iteration 18 lambda =  -0.3533429 
## Iteration 19 lambda =  -0.3533454 
## Iteration 20 lambda =  -0.3533467 
## Iteration 21 lambda =  -0.3533474 
## Iteration 22 lambda =  -0.3533477 
## Iteration 23 lambda =  -0.3533479 
## Iteration 24 lambda =  -0.3533479 
## Iteration 1 lambda =  0.286796 
## Iteration 2 lambda =  -0.06980605 
## Iteration 3 lambda =  -0.2481071 
## Iteration 4 lambda =  -0.3372576 
## Iteration 5 lambda =  -0.3818328 
## Iteration 6 lambda =  -0.4041204 
## Iteration 7 lambda =  -0.4152642 
## Iteration 8 lambda =  -0.4208362 
## Iteration 9 lambda =  -0.4236221 
## Iteration 10 lambda =  -0.4250151 
## Iteration 11 lambda =  -0.4257116 
## Iteration 12 lambda =  -0.4260598 
## Iteration 13 lambda =  -0.4262339 
## Iteration 14 lambda =  -0.426321 
## Iteration 15 lambda =  -0.4263645 
## Iteration 16 lambda =  -0.4263863 
## Iteration 17 lambda =  -0.4263972 
## Iteration 18 lambda =  -0.4264026 
## Iteration 19 lambda =  -0.4264053 
## Iteration 20 lambda =  -0.4264067 
## Iteration 21 lambda =  -0.4264074 
## Iteration 22 lambda =  -0.4264077 
## Iteration 23 lambda =  -0.4264079 
## Iteration 24 lambda =  -0.426408 
## Iteration 1 lambda =  0.3390041 
## Iteration 2 lambda =  0.008506157 
## Iteration 3 lambda =  -0.1567428 
## Iteration 4 lambda =  -0.2393673 
## Iteration 5 lambda =  -0.2806795 
## Iteration 6 lambda =  -0.3013357 
## Iteration 7 lambda =  -0.3116637 
## Iteration 8 lambda =  -0.3168278 
## Iteration 9 lambda =  -0.3194098 
## Iteration 10 lambda =  -0.3207008 
## Iteration 11 lambda =  -0.3213463 
## Iteration 12 lambda =  -0.321669 
## Iteration 13 lambda =  -0.3218304 
## Iteration 14 lambda =  -0.3219111 
## Iteration 15 lambda =  -0.3219514 
## Iteration 16 lambda =  -0.3219716 
## Iteration 17 lambda =  -0.3219817 
## Iteration 18 lambda =  -0.3219867 
## Iteration 19 lambda =  -0.3219893 
## Iteration 20 lambda =  -0.3219905 
## Iteration 21 lambda =  -0.3219912 
## Iteration 22 lambda =  -0.3219915 
## Iteration 23 lambda =  -0.3219916 
## Iteration 24 lambda =  -0.3219917 
## Iteration 1 lambda =  0.2967179 
## Iteration 2 lambda =  -0.05492312 
## Iteration 3 lambda =  -0.2307436 
## Iteration 4 lambda =  -0.3186539 
## Iteration 5 lambda =  -0.362609 
## Iteration 6 lambda =  -0.3845866 
## Iteration 7 lambda =  -0.3955754 
## Iteration 8 lambda =  -0.4010698 
## Iteration 9 lambda =  -0.403817 
## Iteration 10 lambda =  -0.4051906 
## Iteration 11 lambda =  -0.4058774 
## Iteration 12 lambda =  -0.4062208 
## Iteration 13 lambda =  -0.4063925 
## Iteration 14 lambda =  -0.4064783 
## Iteration 15 lambda =  -0.4065212 
## Iteration 16 lambda =  -0.4065427 
## Iteration 17 lambda =  -0.4065534 
## Iteration 18 lambda =  -0.4065588 
## Iteration 19 lambda =  -0.4065615 
## Iteration 20 lambda =  -0.4065628 
## Iteration 21 lambda =  -0.4065635 
## Iteration 22 lambda =  -0.4065638 
## Iteration 23 lambda =  -0.406564 
## Iteration 24 lambda =  -0.4065641 
## Iteration 1 lambda =  0.3430757 
## Iteration 2 lambda =  0.0146135 
## Iteration 3 lambda =  -0.1496176 
## Iteration 4 lambda =  -0.2317331 
## Iteration 5 lambda =  -0.2727909 
## Iteration 6 lambda =  -0.2933198 
## Iteration 7 lambda =  -0.3035842 
## Iteration 8 lambda =  -0.3087164 
## Iteration 9 lambda =  -0.3112825 
## Iteration 10 lambda =  -0.3125656 
## Iteration 11 lambda =  -0.3132071 
## Iteration 12 lambda =  -0.3135279 
## Iteration 13 lambda =  -0.3136883 
## Iteration 14 lambda =  -0.3137685 
## Iteration 15 lambda =  -0.3138086 
## Iteration 16 lambda =  -0.3138286 
## Iteration 17 lambda =  -0.3138386 
## Iteration 18 lambda =  -0.3138436 
## Iteration 19 lambda =  -0.3138462 
## Iteration 20 lambda =  -0.3138474 
## Iteration 21 lambda =  -0.313848 
## Iteration 22 lambda =  -0.3138483 
## Iteration 23 lambda =  -0.3138485 
## Iteration 24 lambda =  -0.3138486 
## Iteration 1 lambda =  0.3577428 
## Iteration 2 lambda =  0.03661421 
## Iteration 3 lambda =  -0.1239501 
## Iteration 4 lambda =  -0.2042322 
## Iteration 5 lambda =  -0.2443733 
## Iteration 6 lambda =  -0.2644438 
## Iteration 7 lambda =  -0.2744791 
## Iteration 8 lambda =  -0.2794968 
## Iteration 9 lambda =  -0.2820056 
## Iteration 10 lambda =  -0.28326 
## Iteration 11 lambda =  -0.2838872 
## Iteration 12 lambda =  -0.2842008 
## Iteration 13 lambda =  -0.2843576 
## Iteration 14 lambda =  -0.284436 
## Iteration 15 lambda =  -0.2844752 
## Iteration 16 lambda =  -0.2844948 
## Iteration 17 lambda =  -0.2845046 
## Iteration 18 lambda =  -0.2845095 
## Iteration 19 lambda =  -0.2845119 
## Iteration 20 lambda =  -0.2845132 
## Iteration 21 lambda =  -0.2845138 
## Iteration 22 lambda =  -0.2845141 
## Iteration 23 lambda =  -0.2845142 
## Iteration 24 lambda =  -0.2845143 
## Iteration 1 lambda =  0.3123075 
## Iteration 2 lambda =  -0.0315387 
## Iteration 3 lambda =  -0.2034618 
## Iteration 4 lambda =  -0.2894234 
## Iteration 5 lambda =  -0.3324042 
## Iteration 6 lambda =  -0.3538945 
## Iteration 7 lambda =  -0.3646397 
## Iteration 8 lambda =  -0.3700123 
## Iteration 9 lambda =  -0.3726986 
## Iteration 10 lambda =  -0.3740418 
## Iteration 11 lambda =  -0.3747134 
## Iteration 12 lambda =  -0.3750491 
## Iteration 13 lambda =  -0.375217 
## Iteration 14 lambda =  -0.375301 
## Iteration 15 lambda =  -0.375343 
## Iteration 16 lambda =  -0.3753639 
## Iteration 17 lambda =  -0.3753744 
## Iteration 18 lambda =  -0.3753797 
## Iteration 19 lambda =  -0.3753823 
## Iteration 20 lambda =  -0.3753836 
## Iteration 21 lambda =  -0.3753843 
## Iteration 22 lambda =  -0.3753846 
## Iteration 23 lambda =  -0.3753848 
## Iteration 24 lambda =  -0.3753849 
## Iteration 1 lambda =  0.3060159 
## Iteration 2 lambda =  -0.04097615 
## Iteration 3 lambda =  -0.2144722 
## Iteration 4 lambda =  -0.3012202 
## Iteration 5 lambda =  -0.3445942 
## Iteration 6 lambda =  -0.3662812 
## Iteration 7 lambda =  -0.3771247 
## Iteration 8 lambda =  -0.3825465 
## Iteration 9 lambda =  -0.3852573 
## Iteration 10 lambda =  -0.3866128 
## Iteration 11 lambda =  -0.3872905 
## Iteration 12 lambda =  -0.3876293 
## Iteration 13 lambda =  -0.3877988 
## Iteration 14 lambda =  -0.3878835 
## Iteration 15 lambda =  -0.3879258 
## Iteration 16 lambda =  -0.387947 
## Iteration 17 lambda =  -0.3879576 
## Iteration 18 lambda =  -0.3879629 
## Iteration 19 lambda =  -0.3879656 
## Iteration 20 lambda =  -0.3879669 
## Iteration 21 lambda =  -0.3879675 
## Iteration 22 lambda =  -0.3879679 
## Iteration 23 lambda =  -0.387968 
## Iteration 24 lambda =  -0.3879681 
## Iteration 1 lambda =  0.2736694 
## Iteration 2 lambda =  -0.08949595 
## Iteration 3 lambda =  -0.2710786 
## Iteration 4 lambda =  -0.3618699 
## Iteration 5 lambda =  -0.4072656 
## Iteration 6 lambda =  -0.4299634 
## Iteration 7 lambda =  -0.4413124 
## Iteration 8 lambda =  -0.4469868 
## Iteration 9 lambda =  -0.449824 
## Iteration 10 lambda =  -0.4512427 
## Iteration 11 lambda =  -0.451952 
## Iteration 12 lambda =  -0.4523066 
## Iteration 13 lambda =  -0.4524839 
## Iteration 14 lambda =  -0.4525726 
## Iteration 15 lambda =  -0.4526169 
## Iteration 16 lambda =  -0.4526391 
## Iteration 17 lambda =  -0.4526502 
## Iteration 18 lambda =  -0.4526557 
## Iteration 19 lambda =  -0.4526585 
## Iteration 20 lambda =  -0.4526599 
## Iteration 21 lambda =  -0.4526606 
## Iteration 22 lambda =  -0.4526609 
## Iteration 23 lambda =  -0.4526611 
## Iteration 24 lambda =  -0.4526612 
## Iteration 1 lambda =  0.2766866 
## Iteration 2 lambda =  -0.08497007 
## Iteration 3 lambda =  -0.2657984 
## Iteration 4 lambda =  -0.3562126 
## Iteration 5 lambda =  -0.4014197 
## Iteration 6 lambda =  -0.4240232 
## Iteration 7 lambda =  -0.435325 
## Iteration 8 lambda =  -0.4409759 
## Iteration 9 lambda =  -0.4438013 
## Iteration 10 lambda =  -0.445214 
## Iteration 11 lambda =  -0.4459204 
## Iteration 12 lambda =  -0.4462736 
## Iteration 13 lambda =  -0.4464502 
## Iteration 14 lambda =  -0.4465385 
## Iteration 15 lambda =  -0.4465826 
## Iteration 16 lambda =  -0.4466047 
## Iteration 17 lambda =  -0.4466157 
## Iteration 18 lambda =  -0.4466212 
## Iteration 19 lambda =  -0.446624 
## Iteration 20 lambda =  -0.4466254 
## Iteration 21 lambda =  -0.4466261 
## Iteration 22 lambda =  -0.4466264 
## Iteration 23 lambda =  -0.4466266 
## Iteration 24 lambda =  -0.4466267 
## Iteration 1 lambda =  0.3022437 
## Iteration 2 lambda =  -0.04663441 
## Iteration 3 lambda =  -0.2210735 
## Iteration 4 lambda =  -0.308293 
## Iteration 5 lambda =  -0.3519028 
## Iteration 6 lambda =  -0.3737077 
## Iteration 7 lambda =  -0.3846101 
## Iteration 8 lambda =  -0.3900613 
## Iteration 9 lambda =  -0.3927869 
## Iteration 10 lambda =  -0.3941497 
## Iteration 11 lambda =  -0.3948311 
## Iteration 12 lambda =  -0.3951719 
## Iteration 13 lambda =  -0.3953422 
## Iteration 14 lambda =  -0.3954274 
## Iteration 15 lambda =  -0.39547 
## Iteration 16 lambda =  -0.3954913 
## Iteration 17 lambda =  -0.3955019 
## Iteration 18 lambda =  -0.3955072 
## Iteration 19 lambda =  -0.3955099 
## Iteration 20 lambda =  -0.3955112 
## Iteration 21 lambda =  -0.3955119 
## Iteration 22 lambda =  -0.3955122 
## Iteration 23 lambda =  -0.3955124 
## Iteration 24 lambda =  -0.3955125 
## Iteration 1 lambda =  0.3405244 
## Iteration 2 lambda =  0.01078655 
## Iteration 3 lambda =  -0.1540824 
## Iteration 4 lambda =  -0.2365168 
## Iteration 5 lambda =  -0.277734 
## Iteration 6 lambda =  -0.2983427 
## Iteration 7 lambda =  -0.308647 
## Iteration 8 lambda =  -0.3137991 
## Iteration 9 lambda =  -0.3163752 
## Iteration 10 lambda =  -0.3176632 
## Iteration 11 lambda =  -0.3183073 
## Iteration 12 lambda =  -0.3186293 
## Iteration 13 lambda =  -0.3187903 
## Iteration 14 lambda =  -0.3188708 
## Iteration 15 lambda =  -0.318911 
## Iteration 16 lambda =  -0.3189311 
## Iteration 17 lambda =  -0.3189412 
## Iteration 18 lambda =  -0.3189462 
## Iteration 19 lambda =  -0.3189488 
## Iteration 20 lambda =  -0.31895 
## Iteration 21 lambda =  -0.3189506 
## Iteration 22 lambda =  -0.318951 
## Iteration 23 lambda =  -0.3189511 
## Iteration 24 lambda =  -0.3189512 
## Iteration 1 lambda =  0.3311696 
## Iteration 2 lambda =  -0.003245591 
## Iteration 3 lambda =  -0.1704532 
## Iteration 4 lambda =  -0.254057 
## Iteration 5 lambda =  -0.2958589 
## Iteration 6 lambda =  -0.3167598 
## Iteration 7 lambda =  -0.3272103 
## Iteration 8 lambda =  -0.3324356 
## Iteration 9 lambda =  -0.3350482 
## Iteration 10 lambda =  -0.3363545 
## Iteration 11 lambda =  -0.3370076 
## Iteration 12 lambda =  -0.3373342 
## Iteration 13 lambda =  -0.3374975 
## Iteration 14 lambda =  -0.3375791 
## Iteration 15 lambda =  -0.33762 
## Iteration 16 lambda =  -0.3376404 
## Iteration 17 lambda =  -0.3376506 
## Iteration 18 lambda =  -0.3376557 
## Iteration 19 lambda =  -0.3376582 
## Iteration 20 lambda =  -0.3376595 
## Iteration 21 lambda =  -0.3376602 
## Iteration 22 lambda =  -0.3376605 
## Iteration 23 lambda =  -0.3376606 
## Iteration 24 lambda =  -0.3376607 
## Iteration 1 lambda =  0.33922 
## Iteration 2 lambda =  0.008830006 
## Iteration 3 lambda =  -0.156365 
## Iteration 4 lambda =  -0.2389625 
## Iteration 5 lambda =  -0.2802612 
## Iteration 6 lambda =  -0.3009106 
## Iteration 7 lambda =  -0.3112353 
## Iteration 8 lambda =  -0.3163976 
## Iteration 9 lambda =  -0.3189788 
## Iteration 10 lambda =  -0.3202694 
## Iteration 11 lambda =  -0.3209147 
## Iteration 12 lambda =  -0.3212373 
## Iteration 13 lambda =  -0.3213987 
## Iteration 14 lambda =  -0.3214793 
## Iteration 15 lambda =  -0.3215197 
## Iteration 16 lambda =  -0.3215398 
## Iteration 17 lambda =  -0.3215499 
## Iteration 18 lambda =  -0.321555 
## Iteration 19 lambda =  -0.3215575 
## Iteration 20 lambda =  -0.3215587 
## Iteration 21 lambda =  -0.3215594 
## Iteration 22 lambda =  -0.3215597 
## Iteration 23 lambda =  -0.3215598 
## Iteration 24 lambda =  -0.3215599 
## Iteration 1 lambda =  0.3634989 
## Iteration 2 lambda =  0.04524836 
## Iteration 3 lambda =  -0.1138769 
## Iteration 4 lambda =  -0.1934395 
## Iteration 5 lambda =  -0.2332209 
## Iteration 6 lambda =  -0.2531115 
## Iteration 7 lambda =  -0.2630569 
## Iteration 8 lambda =  -0.2680295 
## Iteration 9 lambda =  -0.2705159 
## Iteration 10 lambda =  -0.271759 
## Iteration 11 lambda =  -0.2723806 
## Iteration 12 lambda =  -0.2726914 
## Iteration 13 lambda =  -0.2728468 
## Iteration 14 lambda =  -0.2729245 
## Iteration 15 lambda =  -0.2729633 
## Iteration 16 lambda =  -0.2729828 
## Iteration 17 lambda =  -0.2729925 
## Iteration 18 lambda =  -0.2729973 
## Iteration 19 lambda =  -0.2729998 
## Iteration 20 lambda =  -0.273001 
## Iteration 21 lambda =  -0.2730016 
## Iteration 22 lambda =  -0.2730019 
## Iteration 23 lambda =  -0.273002 
## Iteration 24 lambda =  -0.2730021 
## Iteration 1 lambda =  0.2849427 
## Iteration 2 lambda =  -0.07258594 
## Iteration 3 lambda =  -0.2513503 
## Iteration 4 lambda =  -0.3407324 
## Iteration 5 lambda =  -0.3854235 
## Iteration 6 lambda =  -0.407769 
## Iteration 7 lambda =  -0.4189418 
## Iteration 8 lambda =  -0.4245282 
## Iteration 9 lambda =  -0.4273214 
## Iteration 10 lambda =  -0.428718 
## Iteration 11 lambda =  -0.4294163 
## Iteration 12 lambda =  -0.4297654 
## Iteration 13 lambda =  -0.42994 
## Iteration 14 lambda =  -0.4300273 
## Iteration 15 lambda =  -0.4300709 
## Iteration 16 lambda =  -0.4300928 
## Iteration 17 lambda =  -0.4301037 
## Iteration 18 lambda =  -0.4301091 
## Iteration 19 lambda =  -0.4301119 
## Iteration 20 lambda =  -0.4301132 
## Iteration 21 lambda =  -0.4301139 
## Iteration 22 lambda =  -0.4301142 
## Iteration 23 lambda =  -0.4301144 
## Iteration 24 lambda =  -0.4301145 
## Iteration 1 lambda =  0.358572 
## Iteration 2 lambda =  0.03785804 
## Iteration 3 lambda =  -0.122499 
## Iteration 4 lambda =  -0.2026774 
## Iteration 5 lambda =  -0.2427667 
## Iteration 6 lambda =  -0.2628113 
## Iteration 7 lambda =  -0.2728336 
## Iteration 8 lambda =  -0.2778448 
## Iteration 9 lambda =  -0.2803504 
## Iteration 10 lambda =  -0.2816032 
## Iteration 11 lambda =  -0.2822296 
## Iteration 12 lambda =  -0.2825427 
## Iteration 13 lambda =  -0.2826993 
## Iteration 14 lambda =  -0.2827776 
## Iteration 15 lambda =  -0.2828168 
## Iteration 16 lambda =  -0.2828364 
## Iteration 17 lambda =  -0.2828462 
## Iteration 18 lambda =  -0.2828511 
## Iteration 19 lambda =  -0.2828535 
## Iteration 20 lambda =  -0.2828547 
## Iteration 21 lambda =  -0.2828553 
## Iteration 22 lambda =  -0.2828556 
## Iteration 23 lambda =  -0.2828558 
## Iteration 24 lambda =  -0.2828559 
## Iteration 1 lambda =  0.3304149 
## Iteration 2 lambda =  -0.004377592 
## Iteration 3 lambda =  -0.1717739 
## Iteration 4 lambda =  -0.255472 
## Iteration 5 lambda =  -0.2973211 
## Iteration 6 lambda =  -0.3182456 
## Iteration 7 lambda =  -0.3287079 
## Iteration 8 lambda =  -0.333939 
## Iteration 9 lambda =  -0.3365546 
## Iteration 10 lambda =  -0.3378623 
## Iteration 11 lambda =  -0.3385162 
## Iteration 12 lambda =  -0.3388432 
## Iteration 13 lambda =  -0.3390066 
## Iteration 14 lambda =  -0.3390884 
## Iteration 15 lambda =  -0.3391293 
## Iteration 16 lambda =  -0.3391497 
## Iteration 17 lambda =  -0.3391599 
## Iteration 18 lambda =  -0.339165 
## Iteration 19 lambda =  -0.3391676 
## Iteration 20 lambda =  -0.3391688 
## Iteration 21 lambda =  -0.3391695 
## Iteration 22 lambda =  -0.3391698 
## Iteration 23 lambda =  -0.33917 
## Iteration 24 lambda =  -0.33917 
## Iteration 1 lambda =  0.3031638 
## Iteration 2 lambda =  -0.04525424 
## Iteration 3 lambda =  -0.2194633 
## Iteration 4 lambda =  -0.3065678 
## Iteration 5 lambda =  -0.3501201 
## Iteration 6 lambda =  -0.3718962 
## Iteration 7 lambda =  -0.3827843 
## Iteration 8 lambda =  -0.3882283 
## Iteration 9 lambda =  -0.3909503 
## Iteration 10 lambda =  -0.3923113 
## Iteration 11 lambda =  -0.3929918 
## Iteration 12 lambda =  -0.3933321 
## Iteration 13 lambda =  -0.3935022 
## Iteration 14 lambda =  -0.3935873 
## Iteration 15 lambda =  -0.3936298 
## Iteration 16 lambda =  -0.3936511 
## Iteration 17 lambda =  -0.3936617 
## Iteration 18 lambda =  -0.393667 
## Iteration 19 lambda =  -0.3936697 
## Iteration 20 lambda =  -0.393671 
## Iteration 21 lambda =  -0.3936717 
## Iteration 22 lambda =  -0.393672 
## Iteration 23 lambda =  -0.3936722 
## Iteration 24 lambda =  -0.3936722 
## Iteration 1 lambda =  0.3024455 
## Iteration 2 lambda =  -0.04633173 
## Iteration 3 lambda =  -0.2207204 
## Iteration 4 lambda =  -0.3079147 
## Iteration 5 lambda =  -0.3515118 
## Iteration 6 lambda =  -0.3733104 
## Iteration 7 lambda =  -0.3842097 
## Iteration 8 lambda =  -0.3896593 
## Iteration 9 lambda =  -0.3923842 
## Iteration 10 lambda =  -0.3937466 
## Iteration 11 lambda =  -0.3944278 
## Iteration 12 lambda =  -0.3947684 
## Iteration 13 lambda =  -0.3949387 
## Iteration 14 lambda =  -0.3950238 
## Iteration 15 lambda =  -0.3950664 
## Iteration 16 lambda =  -0.3950877 
## Iteration 17 lambda =  -0.3950983 
## Iteration 18 lambda =  -0.3951037 
## Iteration 19 lambda =  -0.3951063 
## Iteration 20 lambda =  -0.3951076 
## Iteration 21 lambda =  -0.3951083 
## Iteration 22 lambda =  -0.3951086 
## Iteration 23 lambda =  -0.3951088 
## Iteration 24 lambda =  -0.3951089 
## Iteration 1 lambda =  0.2922539 
## Iteration 2 lambda =  -0.06161919 
## Iteration 3 lambda =  -0.2385557 
## Iteration 4 lambda =  -0.327024 
## Iteration 5 lambda =  -0.3712581 
## Iteration 6 lambda =  -0.3933752 
## Iteration 7 lambda =  -0.4044337 
## Iteration 8 lambda =  -0.409963 
## Iteration 9 lambda =  -0.4127276 
## Iteration 10 lambda =  -0.4141099 
## Iteration 11 lambda =  -0.4148011 
## Iteration 12 lambda =  -0.4151467 
## Iteration 13 lambda =  -0.4153195 
## Iteration 14 lambda =  -0.4154059 
## Iteration 15 lambda =  -0.4154491 
## Iteration 16 lambda =  -0.4154707 
## Iteration 17 lambda =  -0.4154815 
## Iteration 18 lambda =  -0.4154869 
## Iteration 19 lambda =  -0.4154896 
## Iteration 20 lambda =  -0.4154909 
## Iteration 21 lambda =  -0.4154916 
## Iteration 22 lambda =  -0.4154919 
## Iteration 23 lambda =  -0.4154921 
## Iteration 24 lambda =  -0.4154922 
## Iteration 1 lambda =  0.3425703 
## Iteration 2 lambda =  0.01385551 
## Iteration 3 lambda =  -0.1505019 
## Iteration 4 lambda =  -0.2326806 
## Iteration 5 lambda =  -0.27377 
## Iteration 6 lambda =  -0.2943146 
## Iteration 7 lambda =  -0.304587 
## Iteration 8 lambda =  -0.3097232 
## Iteration 9 lambda =  -0.3122912 
## Iteration 10 lambda =  -0.3135753 
## Iteration 11 lambda =  -0.3142173 
## Iteration 12 lambda =  -0.3145383 
## Iteration 13 lambda =  -0.3146988 
## Iteration 14 lambda =  -0.3147791 
## Iteration 15 lambda =  -0.3148192 
## Iteration 16 lambda =  -0.3148393 
## Iteration 17 lambda =  -0.3148493 
## Iteration 18 lambda =  -0.3148543 
## Iteration 19 lambda =  -0.3148568 
## Iteration 20 lambda =  -0.3148581 
## Iteration 21 lambda =  -0.3148587 
## Iteration 22 lambda =  -0.314859 
## Iteration 23 lambda =  -0.3148592 
## Iteration 24 lambda =  -0.3148592 
## Iteration 1 lambda =  0.2893283 
## Iteration 2 lambda =  -0.06600762 
## Iteration 3 lambda =  -0.2436756 
## Iteration 4 lambda =  -0.3325095 
## Iteration 5 lambda =  -0.3769265 
## Iteration 6 lambda =  -0.399135 
## Iteration 7 lambda =  -0.4102393 
## Iteration 8 lambda =  -0.4157914 
## Iteration 9 lambda =  -0.4185674 
## Iteration 10 lambda =  -0.4199555 
## Iteration 11 lambda =  -0.4206495 
## Iteration 12 lambda =  -0.4209965 
## Iteration 13 lambda =  -0.42117 
## Iteration 14 lambda =  -0.4212567 
## Iteration 15 lambda =  -0.4213001 
## Iteration 16 lambda =  -0.4213218 
## Iteration 17 lambda =  -0.4213327 
## Iteration 18 lambda =  -0.4213381 
## Iteration 19 lambda =  -0.4213408 
## Iteration 20 lambda =  -0.4213421 
## Iteration 21 lambda =  -0.4213428 
## Iteration 22 lambda =  -0.4213432 
## Iteration 23 lambda =  -0.4213433 
## Iteration 24 lambda =  -0.4213434 
## Iteration 1 lambda =  0.3003926 
## Iteration 2 lambda =  -0.04941115 
## Iteration 3 lambda =  -0.224313 
## Iteration 4 lambda =  -0.3117639 
## Iteration 5 lambda =  -0.3554894 
## Iteration 6 lambda =  -0.3773521 
## Iteration 7 lambda =  -0.3882835 
## Iteration 8 lambda =  -0.3937492 
## Iteration 9 lambda =  -0.396482 
## Iteration 10 lambda =  -0.3978485 
## Iteration 11 lambda =  -0.3985317 
## Iteration 12 lambda =  -0.3988733 
## Iteration 13 lambda =  -0.3990441 
## Iteration 14 lambda =  -0.3991295 
## Iteration 15 lambda =  -0.3991722 
## Iteration 16 lambda =  -0.3991935 
## Iteration 17 lambda =  -0.3992042 
## Iteration 18 lambda =  -0.3992095 
## Iteration 19 lambda =  -0.3992122 
## Iteration 20 lambda =  -0.3992135 
## Iteration 21 lambda =  -0.3992142 
## Iteration 22 lambda =  -0.3992145 
## Iteration 23 lambda =  -0.3992147 
## Iteration 24 lambda =  -0.3992148 
## Iteration 1 lambda =  0.3629743 
## Iteration 2 lambda =  0.04446145 
## Iteration 3 lambda =  -0.114795 
## Iteration 4 lambda =  -0.1944232 
## Iteration 5 lambda =  -0.2342373 
## Iteration 6 lambda =  -0.2541443 
## Iteration 7 lambda =  -0.2640979 
## Iteration 8 lambda =  -0.2690746 
## Iteration 9 lambda =  -0.271563 
## Iteration 10 lambda =  -0.2728072 
## Iteration 11 lambda =  -0.2734293 
## Iteration 12 lambda =  -0.2737404 
## Iteration 13 lambda =  -0.2738959 
## Iteration 14 lambda =  -0.2739736 
## Iteration 15 lambda =  -0.2740125 
## Iteration 16 lambda =  -0.274032 
## Iteration 17 lambda =  -0.2740417 
## Iteration 18 lambda =  -0.2740465 
## Iteration 19 lambda =  -0.274049 
## Iteration 20 lambda =  -0.2740502 
## Iteration 21 lambda =  -0.2740508 
## Iteration 22 lambda =  -0.2740511 
## Iteration 23 lambda =  -0.2740512 
## Iteration 24 lambda =  -0.2740513 
## Iteration 1 lambda =  0.2948709 
## Iteration 2 lambda =  -0.05769365 
## Iteration 3 lambda =  -0.2339759 
## Iteration 4 lambda =  -0.3221171 
## Iteration 5 lambda =  -0.3661876 
## Iteration 6 lambda =  -0.3882229 
## Iteration 7 lambda =  -0.3992406 
## Iteration 8 lambda =  -0.4047494 
## Iteration 9 lambda =  -0.4075038 
## Iteration 10 lambda =  -0.408881 
## Iteration 11 lambda =  -0.4095696 
## Iteration 12 lambda =  -0.4099139 
## Iteration 13 lambda =  -0.410086 
## Iteration 14 lambda =  -0.4101721 
## Iteration 15 lambda =  -0.4102152 
## Iteration 16 lambda =  -0.4102367 
## Iteration 17 lambda =  -0.4102474 
## Iteration 18 lambda =  -0.4102528 
## Iteration 19 lambda =  -0.4102555 
## Iteration 20 lambda =  -0.4102568 
## Iteration 21 lambda =  -0.4102575 
## Iteration 22 lambda =  -0.4102579 
## Iteration 23 lambda =  -0.410258 
## Iteration 24 lambda =  -0.4102581 
## Iteration 1 lambda =  0.2212432 
## Iteration 2 lambda =  -0.1681353 
## Iteration 3 lambda =  -0.3628245 
## Iteration 4 lambda =  -0.4601691 
## Iteration 5 lambda =  -0.5088414 
## Iteration 6 lambda =  -0.5331775 
## Iteration 7 lambda =  -0.5453456 
## Iteration 8 lambda =  -0.5514296 
## Iteration 9 lambda =  -0.5544716 
## Iteration 10 lambda =  -0.5559927 
## Iteration 11 lambda =  -0.5567532 
## Iteration 12 lambda =  -0.5571334 
## Iteration 13 lambda =  -0.5573235 
## Iteration 14 lambda =  -0.5574186 
## Iteration 15 lambda =  -0.5574661 
## Iteration 16 lambda =  -0.5574899 
## Iteration 17 lambda =  -0.5575018 
## Iteration 18 lambda =  -0.5575077 
## Iteration 19 lambda =  -0.5575107 
## Iteration 20 lambda =  -0.5575122 
## Iteration 21 lambda =  -0.5575129 
## Iteration 22 lambda =  -0.5575133 
## Iteration 23 lambda =  -0.5575135 
## Iteration 24 lambda =  -0.5575136 
## Iteration 1 lambda =  0.3095416 
## Iteration 2 lambda =  -0.03568756 
## Iteration 3 lambda =  -0.2083022 
## Iteration 4 lambda =  -0.2946094 
## Iteration 5 lambda =  -0.3377631 
## Iteration 6 lambda =  -0.3593399 
## Iteration 7 lambda =  -0.3701283 
## Iteration 8 lambda =  -0.3755225 
## Iteration 9 lambda =  -0.3782196 
## Iteration 10 lambda =  -0.3795682 
## Iteration 11 lambda =  -0.3802425 
## Iteration 12 lambda =  -0.3805796 
## Iteration 13 lambda =  -0.3807482 
## Iteration 14 lambda =  -0.3808325 
## Iteration 15 lambda =  -0.3808746 
## Iteration 16 lambda =  -0.3808957 
## Iteration 17 lambda =  -0.3809062 
## Iteration 18 lambda =  -0.3809115 
## Iteration 19 lambda =  -0.3809141 
## Iteration 20 lambda =  -0.3809154 
## Iteration 21 lambda =  -0.3809161 
## Iteration 22 lambda =  -0.3809164 
## Iteration 23 lambda =  -0.3809166 
## Iteration 24 lambda =  -0.3809167 
## Iteration 1 lambda =  0.331592 
## Iteration 2 lambda =  -0.002611932 
## Iteration 3 lambda =  -0.1697139 
## Iteration 4 lambda =  -0.2532649 
## Iteration 5 lambda =  -0.2950404 
## Iteration 6 lambda =  -0.3159282 
## Iteration 7 lambda =  -0.326372 
## Iteration 8 lambda =  -0.331594 
## Iteration 9 lambda =  -0.3342049 
## Iteration 10 lambda =  -0.3355104 
## Iteration 11 lambda =  -0.3361632 
## Iteration 12 lambda =  -0.3364895 
## Iteration 13 lambda =  -0.3366527 
## Iteration 14 lambda =  -0.3367343 
## Iteration 15 lambda =  -0.3367751 
## Iteration 16 lambda =  -0.3367955 
## Iteration 17 lambda =  -0.3368057 
## Iteration 18 lambda =  -0.3368108 
## Iteration 19 lambda =  -0.3368134 
## Iteration 20 lambda =  -0.3368146 
## Iteration 21 lambda =  -0.3368153 
## Iteration 22 lambda =  -0.3368156 
## Iteration 23 lambda =  -0.3368158 
## Iteration 24 lambda =  -0.3368158 
## Iteration 1 lambda =  0.3158964 
## Iteration 2 lambda =  -0.02615543 
## Iteration 3 lambda =  -0.1971813 
## Iteration 4 lambda =  -0.2826943 
## Iteration 5 lambda =  -0.3254508 
## Iteration 6 lambda =  -0.346829 
## Iteration 7 lambda =  -0.3575181 
## Iteration 8 lambda =  -0.3628627 
## Iteration 9 lambda =  -0.365535 
## Iteration 10 lambda =  -0.3668711 
## Iteration 11 lambda =  -0.3675392 
## Iteration 12 lambda =  -0.3678732 
## Iteration 13 lambda =  -0.3680402 
## Iteration 14 lambda =  -0.3681237 
## Iteration 15 lambda =  -0.3681655 
## Iteration 16 lambda =  -0.3681864 
## Iteration 17 lambda =  -0.3681968 
## Iteration 18 lambda =  -0.368202 
## Iteration 19 lambda =  -0.3682046 
## Iteration 20 lambda =  -0.3682059 
## Iteration 21 lambda =  -0.3682066 
## Iteration 22 lambda =  -0.3682069 
## Iteration 23 lambda =  -0.3682071 
## Iteration 24 lambda =  -0.3682072 
## Iteration 1 lambda =  0.3560554 
## Iteration 2 lambda =  0.03408316 
## Iteration 3 lambda =  -0.126903 
## Iteration 4 lambda =  -0.207396 
## Iteration 5 lambda =  -0.2476426 
## Iteration 6 lambda =  -0.2677659 
## Iteration 7 lambda =  -0.2778275 
## Iteration 8 lambda =  -0.2828583 
## Iteration 9 lambda =  -0.2853737 
## Iteration 10 lambda =  -0.2866314 
## Iteration 11 lambda =  -0.2872603 
## Iteration 12 lambda =  -0.2875747 
## Iteration 13 lambda =  -0.2877319 
## Iteration 14 lambda =  -0.2878105 
## Iteration 15 lambda =  -0.2878498 
## Iteration 16 lambda =  -0.2878695 
## Iteration 17 lambda =  -0.2878793 
## Iteration 18 lambda =  -0.2878842 
## Iteration 19 lambda =  -0.2878867 
## Iteration 20 lambda =  -0.2878879 
## Iteration 21 lambda =  -0.2878885 
## Iteration 22 lambda =  -0.2878888 
## Iteration 23 lambda =  -0.287889 
## Iteration 24 lambda =  -0.287889 
## Iteration 1 lambda =  0.3470326 
## Iteration 2 lambda =  0.02054887 
## Iteration 3 lambda =  -0.142693 
## Iteration 4 lambda =  -0.2243139 
## Iteration 5 lambda =  -0.2651244 
## Iteration 6 lambda =  -0.2855296 
## Iteration 7 lambda =  -0.2957322 
## Iteration 8 lambda =  -0.3008335 
## Iteration 9 lambda =  -0.3033842 
## Iteration 10 lambda =  -0.3046595 
## Iteration 11 lambda =  -0.3052972 
## Iteration 12 lambda =  -0.305616 
## Iteration 13 lambda =  -0.3057754 
## Iteration 14 lambda =  -0.3058551 
## Iteration 15 lambda =  -0.305895 
## Iteration 16 lambda =  -0.3059149 
## Iteration 17 lambda =  -0.3059249 
## Iteration 18 lambda =  -0.3059299 
## Iteration 19 lambda =  -0.3059323 
## Iteration 20 lambda =  -0.3059336 
## Iteration 21 lambda =  -0.3059342 
## Iteration 22 lambda =  -0.3059345 
## Iteration 23 lambda =  -0.3059347 
## Iteration 24 lambda =  -0.3059348 
## Iteration 1 lambda =  0.323218 
## Iteration 2 lambda =  -0.01517295 
## Iteration 3 lambda =  -0.1843684 
## Iteration 4 lambda =  -0.2689662 
## Iteration 5 lambda =  -0.3112651 
## Iteration 6 lambda =  -0.3324145 
## Iteration 7 lambda =  -0.3429892 
## Iteration 8 lambda =  -0.3482766 
## Iteration 9 lambda =  -0.3509202 
## Iteration 10 lambda =  -0.3522421 
## Iteration 11 lambda =  -0.352903 
## Iteration 12 lambda =  -0.3532335 
## Iteration 13 lambda =  -0.3533987 
## Iteration 14 lambda =  -0.3534813 
## Iteration 15 lambda =  -0.3535226 
## Iteration 16 lambda =  -0.3535433 
## Iteration 17 lambda =  -0.3535536 
## Iteration 18 lambda =  -0.3535588 
## Iteration 19 lambda =  -0.3535613 
## Iteration 20 lambda =  -0.3535626 
## Iteration 21 lambda =  -0.3535633 
## Iteration 22 lambda =  -0.3535636 
## Iteration 23 lambda =  -0.3535638 
## Iteration 24 lambda =  -0.3535638 
## Iteration 1 lambda =  0.2490857 
## Iteration 2 lambda =  -0.1263714 
## Iteration 3 lambda =  -0.3141 
## Iteration 4 lambda =  -0.4079642 
## Iteration 5 lambda =  -0.4548964 
## Iteration 6 lambda =  -0.4783624 
## Iteration 7 lambda =  -0.4900955 
## Iteration 8 lambda =  -0.495962 
## Iteration 9 lambda =  -0.4988953 
## Iteration 10 lambda =  -0.5003619 
## Iteration 11 lambda =  -0.5010952 
## Iteration 12 lambda =  -0.5014619 
## Iteration 13 lambda =  -0.5016452 
## Iteration 14 lambda =  -0.5017369 
## Iteration 15 lambda =  -0.5017827 
## Iteration 16 lambda =  -0.5018056 
## Iteration 17 lambda =  -0.5018171 
## Iteration 18 lambda =  -0.5018228 
## Iteration 19 lambda =  -0.5018257 
## Iteration 20 lambda =  -0.5018271 
## Iteration 21 lambda =  -0.5018278 
## Iteration 22 lambda =  -0.5018282 
## Iteration 23 lambda =  -0.5018283 
## Iteration 24 lambda =  -0.5018284 
## Iteration 1 lambda =  0.3374749 
## Iteration 2 lambda =  0.006212422 
## Iteration 3 lambda =  -0.1594188 
## Iteration 4 lambda =  -0.2422345 
## Iteration 5 lambda =  -0.2836423 
## Iteration 6 lambda =  -0.3043462 
## Iteration 7 lambda =  -0.3146982 
## Iteration 8 lambda =  -0.3198741 
## Iteration 9 lambda =  -0.3224621 
## Iteration 10 lambda =  -0.3237561 
## Iteration 11 lambda =  -0.3244031 
## Iteration 12 lambda =  -0.3247266 
## Iteration 13 lambda =  -0.3248884 
## Iteration 14 lambda =  -0.3249692 
## Iteration 15 lambda =  -0.3250097 
## Iteration 16 lambda =  -0.3250299 
## Iteration 17 lambda =  -0.32504 
## Iteration 18 lambda =  -0.325045 
## Iteration 19 lambda =  -0.3250476 
## Iteration 20 lambda =  -0.3250488 
## Iteration 21 lambda =  -0.3250495 
## Iteration 22 lambda =  -0.3250498 
## Iteration 23 lambda =  -0.3250499 
## Iteration 24 lambda =  -0.32505 
## Iteration 1 lambda =  0.3121597 
## Iteration 2 lambda =  -0.03176051 
## Iteration 3 lambda =  -0.2037206 
## Iteration 4 lambda =  -0.2897006 
## Iteration 5 lambda =  -0.3326907 
## Iteration 6 lambda =  -0.3541857 
## Iteration 7 lambda =  -0.3649332 
## Iteration 8 lambda =  -0.3703069 
## Iteration 9 lambda =  -0.3729938 
## Iteration 10 lambda =  -0.3743372 
## Iteration 11 lambda =  -0.375009 
## Iteration 12 lambda =  -0.3753448 
## Iteration 13 lambda =  -0.3755127 
## Iteration 14 lambda =  -0.3755967 
## Iteration 15 lambda =  -0.3756387 
## Iteration 16 lambda =  -0.3756597 
## Iteration 17 lambda =  -0.3756702 
## Iteration 18 lambda =  -0.3756754 
## Iteration 19 lambda =  -0.3756781 
## Iteration 20 lambda =  -0.3756794 
## Iteration 21 lambda =  -0.37568 
## Iteration 22 lambda =  -0.3756804 
## Iteration 23 lambda =  -0.3756805 
## Iteration 24 lambda =  -0.3756806 
## Iteration 1 lambda =  0.2955587 
## Iteration 2 lambda =  -0.056662 
## Iteration 3 lambda =  -0.2327723 
## Iteration 4 lambda =  -0.3208275 
## Iteration 5 lambda =  -0.3648551 
## Iteration 6 lambda =  -0.3868689 
## Iteration 7 lambda =  -0.3978758 
## Iteration 8 lambda =  -0.4033792 
## Iteration 9 lambda =  -0.4061309 
## Iteration 10 lambda =  -0.4075068 
## Iteration 11 lambda =  -0.4081947 
## Iteration 12 lambda =  -0.4085387 
## Iteration 13 lambda =  -0.4087107 
## Iteration 14 lambda =  -0.4087967 
## Iteration 15 lambda =  -0.4088397 
## Iteration 16 lambda =  -0.4088612 
## Iteration 17 lambda =  -0.4088719 
## Iteration 18 lambda =  -0.4088773 
## Iteration 19 lambda =  -0.40888 
## Iteration 20 lambda =  -0.4088813 
## Iteration 21 lambda =  -0.408882 
## Iteration 22 lambda =  -0.4088823 
## Iteration 23 lambda =  -0.4088825 
## Iteration 24 lambda =  -0.4088826 
## Iteration 1 lambda =  0.3265564 
## Iteration 2 lambda =  -0.01016543 
## Iteration 3 lambda =  -0.1785263 
## Iteration 4 lambda =  -0.2627068 
## Iteration 5 lambda =  -0.304797 
## Iteration 6 lambda =  -0.3258421 
## Iteration 7 lambda =  -0.3363647 
## Iteration 8 lambda =  -0.341626 
## Iteration 9 lambda =  -0.3442566 
## Iteration 10 lambda =  -0.3455719 
## Iteration 11 lambda =  -0.3462296 
## Iteration 12 lambda =  -0.3465584 
## Iteration 13 lambda =  -0.3467228 
## Iteration 14 lambda =  -0.346805 
## Iteration 15 lambda =  -0.3468461 
## Iteration 16 lambda =  -0.3468667 
## Iteration 17 lambda =  -0.346877 
## Iteration 18 lambda =  -0.3468821 
## Iteration 19 lambda =  -0.3468847 
## Iteration 20 lambda =  -0.346886 
## Iteration 21 lambda =  -0.3468866 
## Iteration 22 lambda =  -0.3468869 
## Iteration 23 lambda =  -0.3468871 
## Iteration 24 lambda =  -0.3468872 
## Iteration 1 lambda =  0.29523 
## Iteration 2 lambda =  -0.05715502 
## Iteration 3 lambda =  -0.2333475 
## Iteration 4 lambda =  -0.3214438 
## Iteration 5 lambda =  -0.3654919 
## Iteration 6 lambda =  -0.387516 
## Iteration 7 lambda =  -0.398528 
## Iteration 8 lambda =  -0.404034 
## Iteration 9 lambda =  -0.406787 
## Iteration 10 lambda =  -0.4081635 
## Iteration 11 lambda =  -0.4088518 
## Iteration 12 lambda =  -0.4091959 
## Iteration 13 lambda =  -0.409368 
## Iteration 14 lambda =  -0.409454 
## Iteration 15 lambda =  -0.409497 
## Iteration 16 lambda =  -0.4095185 
## Iteration 17 lambda =  -0.4095293 
## Iteration 18 lambda =  -0.4095347 
## Iteration 19 lambda =  -0.4095373 
## Iteration 20 lambda =  -0.4095387 
## Iteration 21 lambda =  -0.4095394 
## Iteration 22 lambda =  -0.4095397 
## Iteration 23 lambda =  -0.4095399 
## Iteration 24 lambda =  -0.4095399 
## Iteration 1 lambda =  0.2900749 
## Iteration 2 lambda =  -0.06488769 
## Iteration 3 lambda =  -0.242369 
## Iteration 4 lambda =  -0.3311096 
## Iteration 5 lambda =  -0.3754799 
## Iteration 6 lambda =  -0.3976651 
## Iteration 7 lambda =  -0.4087577 
## Iteration 8 lambda =  -0.414304 
## Iteration 9 lambda =  -0.4170771 
## Iteration 10 lambda =  -0.4184637 
## Iteration 11 lambda =  -0.419157 
## Iteration 12 lambda =  -0.4195036 
## Iteration 13 lambda =  -0.4196769 
## Iteration 14 lambda =  -0.4197636 
## Iteration 15 lambda =  -0.4198069 
## Iteration 16 lambda =  -0.4198286 
## Iteration 17 lambda =  -0.4198394 
## Iteration 18 lambda =  -0.4198448 
## Iteration 19 lambda =  -0.4198475 
## Iteration 20 lambda =  -0.4198489 
## Iteration 21 lambda =  -0.4198496 
## Iteration 22 lambda =  -0.4198499 
## Iteration 23 lambda =  -0.4198501 
## Iteration 24 lambda =  -0.4198502 
## Iteration 1 lambda =  0.2890436 
## Iteration 2 lambda =  -0.06643457 
## Iteration 3 lambda =  -0.2441737 
## Iteration 4 lambda =  -0.3330432 
## Iteration 5 lambda =  -0.377478 
## Iteration 6 lambda =  -0.3996954 
## Iteration 7 lambda =  -0.4108041 
## Iteration 8 lambda =  -0.4163584 
## Iteration 9 lambda =  -0.4191356 
## Iteration 10 lambda =  -0.4205242 
## Iteration 11 lambda =  -0.4212185 
## Iteration 12 lambda =  -0.4215656 
## Iteration 13 lambda =  -0.4217392 
## Iteration 14 lambda =  -0.421826 
## Iteration 15 lambda =  -0.4218694 
## Iteration 16 lambda =  -0.4218911 
## Iteration 17 lambda =  -0.4219019 
## Iteration 18 lambda =  -0.4219073 
## Iteration 19 lambda =  -0.4219101 
## Iteration 20 lambda =  -0.4219114 
## Iteration 21 lambda =  -0.4219121 
## Iteration 22 lambda =  -0.4219124 
## Iteration 23 lambda =  -0.4219126 
## Iteration 24 lambda =  -0.4219127 
## Iteration 1 lambda =  0.2850859 
## Iteration 2 lambda =  -0.07237114 
## Iteration 3 lambda =  -0.2510997 
## Iteration 4 lambda =  -0.3404639 
## Iteration 5 lambda =  -0.3851461 
## Iteration 6 lambda =  -0.4074871 
## Iteration 7 lambda =  -0.4186577 
## Iteration 8 lambda =  -0.4242429 
## Iteration 9 lambda =  -0.4270356 
## Iteration 10 lambda =  -0.4284319 
## Iteration 11 lambda =  -0.42913 
## Iteration 12 lambda =  -0.4294791 
## Iteration 13 lambda =  -0.4296536 
## Iteration 14 lambda =  -0.4297409 
## Iteration 15 lambda =  -0.4297846 
## Iteration 16 lambda =  -0.4298064 
## Iteration 17 lambda =  -0.4298173 
## Iteration 18 lambda =  -0.4298227 
## Iteration 19 lambda =  -0.4298255 
## Iteration 20 lambda =  -0.4298268 
## Iteration 21 lambda =  -0.4298275 
## Iteration 22 lambda =  -0.4298278 
## Iteration 23 lambda =  -0.429828 
## Iteration 24 lambda =  -0.4298281 
## Iteration 1 lambda =  0.331683 
## Iteration 2 lambda =  -0.002475434 
## Iteration 3 lambda =  -0.1695547 
## Iteration 4 lambda =  -0.2530943 
## Iteration 5 lambda =  -0.2948641 
## Iteration 6 lambda =  -0.315749 
## Iteration 7 lambda =  -0.3261915 
## Iteration 8 lambda =  -0.3314127 
## Iteration 9 lambda =  -0.3340233 
## Iteration 10 lambda =  -0.3353286 
## Iteration 11 lambda =  -0.3359813 
## Iteration 12 lambda =  -0.3363076 
## Iteration 13 lambda =  -0.3364707 
## Iteration 14 lambda =  -0.3365523 
## Iteration 15 lambda =  -0.3365931 
## Iteration 16 lambda =  -0.3366135 
## Iteration 17 lambda =  -0.3366237 
## Iteration 18 lambda =  -0.3366288 
## Iteration 19 lambda =  -0.3366314 
## Iteration 20 lambda =  -0.3366326 
## Iteration 21 lambda =  -0.3366333 
## Iteration 22 lambda =  -0.3366336 
## Iteration 23 lambda =  -0.3366338 
## Iteration 24 lambda =  -0.3366338 
## Iteration 1 lambda =  0.3046955 
## Iteration 2 lambda =  -0.04295673 
## Iteration 3 lambda =  -0.2167828 
## Iteration 4 lambda =  -0.3036959 
## Iteration 5 lambda =  -0.3471524 
## Iteration 6 lambda =  -0.3688807 
## Iteration 7 lambda =  -0.3797448 
## Iteration 8 lambda =  -0.3851769 
## Iteration 9 lambda =  -0.3878929 
## Iteration 10 lambda =  -0.389251 
## Iteration 11 lambda =  -0.38993 
## Iteration 12 lambda =  -0.3902695 
## Iteration 13 lambda =  -0.3904392 
## Iteration 14 lambda =  -0.3905241 
## Iteration 15 lambda =  -0.3905665 
## Iteration 16 lambda =  -0.3905877 
## Iteration 17 lambda =  -0.3905984 
## Iteration 18 lambda =  -0.3906037 
## Iteration 19 lambda =  -0.3906063 
## Iteration 20 lambda =  -0.3906076 
## Iteration 21 lambda =  -0.3906083 
## Iteration 22 lambda =  -0.3906086 
## Iteration 23 lambda =  -0.3906088 
## Iteration 24 lambda =  -0.3906089 
## Iteration 1 lambda =  0.3458424 
## Iteration 2 lambda =  0.0187636 
## Iteration 3 lambda =  -0.1447758 
## Iteration 4 lambda =  -0.2265455 
## Iteration 5 lambda =  -0.2674304 
## Iteration 6 lambda =  -0.2878728 
## Iteration 7 lambda =  -0.298094 
## Iteration 8 lambda =  -0.3032046 
## Iteration 9 lambda =  -0.3057599 
## Iteration 10 lambda =  -0.3070376 
## Iteration 11 lambda =  -0.3076764 
## Iteration 12 lambda =  -0.3079958 
## Iteration 13 lambda =  -0.3081555 
## Iteration 14 lambda =  -0.3082353 
## Iteration 15 lambda =  -0.3082753 
## Iteration 16 lambda =  -0.3082952 
## Iteration 17 lambda =  -0.3083052 
## Iteration 18 lambda =  -0.3083102 
## Iteration 19 lambda =  -0.3083127 
## Iteration 20 lambda =  -0.308314 
## Iteration 21 lambda =  -0.3083146 
## Iteration 22 lambda =  -0.3083149 
## Iteration 23 lambda =  -0.308315 
## Iteration 24 lambda =  -0.3083151 
## Iteration 1 lambda =  0.3077424 
## Iteration 2 lambda =  -0.03838635 
## Iteration 3 lambda =  -0.2114507 
## Iteration 4 lambda =  -0.2979829 
## Iteration 5 lambda =  -0.341249 
## Iteration 6 lambda =  -0.3628821 
## Iteration 7 lambda =  -0.3736986 
## Iteration 8 lambda =  -0.3791069 
## Iteration 9 lambda =  -0.381811 
## Iteration 10 lambda =  -0.3831631 
## Iteration 11 lambda =  -0.3838391 
## Iteration 12 lambda =  -0.3841771 
## Iteration 13 lambda =  -0.3843461 
## Iteration 14 lambda =  -0.3844306 
## Iteration 15 lambda =  -0.3844729 
## Iteration 16 lambda =  -0.384494 
## Iteration 17 lambda =  -0.3845046 
## Iteration 18 lambda =  -0.3845099 
## Iteration 19 lambda =  -0.3845125 
## Iteration 20 lambda =  -0.3845138 
## Iteration 21 lambda =  -0.3845145 
## Iteration 22 lambda =  -0.3845148 
## Iteration 23 lambda =  -0.384515 
## Iteration 24 lambda =  -0.3845151 
## Iteration 1 lambda =  0.3457424 
## Iteration 2 lambda =  0.01861364 
## Iteration 3 lambda =  -0.1449508 
## Iteration 4 lambda =  -0.226733 
## Iteration 5 lambda =  -0.2676241 
## Iteration 6 lambda =  -0.2880696 
## Iteration 7 lambda =  -0.2982924 
## Iteration 8 lambda =  -0.3034038 
## Iteration 9 lambda =  -0.3059595 
## Iteration 10 lambda =  -0.3072373 
## Iteration 11 lambda =  -0.3078762 
## Iteration 12 lambda =  -0.3081957 
## Iteration 13 lambda =  -0.3083554 
## Iteration 14 lambda =  -0.3084353 
## Iteration 15 lambda =  -0.3084752 
## Iteration 16 lambda =  -0.3084952 
## Iteration 17 lambda =  -0.3085052 
## Iteration 18 lambda =  -0.3085102 
## Iteration 19 lambda =  -0.3085127 
## Iteration 20 lambda =  -0.3085139 
## Iteration 21 lambda =  -0.3085145 
## Iteration 22 lambda =  -0.3085148 
## Iteration 23 lambda =  -0.308515 
## Iteration 24 lambda =  -0.3085151 
## Iteration 1 lambda =  0.3547966 
## Iteration 2 lambda =  0.03219491 
## Iteration 3 lambda =  -0.1291059 
## Iteration 4 lambda =  -0.2097564 
## Iteration 5 lambda =  -0.2500816 
## Iteration 6 lambda =  -0.2702442 
## Iteration 7 lambda =  -0.2803255 
## Iteration 8 lambda =  -0.2853661 
## Iteration 9 lambda =  -0.2878865 
## Iteration 10 lambda =  -0.2891466 
## Iteration 11 lambda =  -0.2897767 
## Iteration 12 lambda =  -0.2900917 
## Iteration 13 lambda =  -0.2902493 
## Iteration 14 lambda =  -0.290328 
## Iteration 15 lambda =  -0.2903674 
## Iteration 16 lambda =  -0.2903871 
## Iteration 17 lambda =  -0.2903969 
## Iteration 18 lambda =  -0.2904019 
## Iteration 19 lambda =  -0.2904043 
## Iteration 20 lambda =  -0.2904056 
## Iteration 21 lambda =  -0.2904062 
## Iteration 22 lambda =  -0.2904065 
## Iteration 23 lambda =  -0.2904066 
## Iteration 24 lambda =  -0.2904067 
## Iteration 1 lambda =  0.3391024 
## Iteration 2 lambda =  0.008653541 
## Iteration 3 lambda =  -0.1565709 
## Iteration 4 lambda =  -0.2391831 
## Iteration 5 lambda =  -0.2804892 
## Iteration 6 lambda =  -0.3011422 
## Iteration 7 lambda =  -0.3114688 
## Iteration 8 lambda =  -0.316632 
## Iteration 9 lambda =  -0.3192136 
## Iteration 10 lambda =  -0.3205045 
## Iteration 11 lambda =  -0.3211499 
## Iteration 12 lambda =  -0.3214726 
## Iteration 13 lambda =  -0.3216339 
## Iteration 14 lambda =  -0.3217146 
## Iteration 15 lambda =  -0.3217549 
## Iteration 16 lambda =  -0.3217751 
## Iteration 17 lambda =  -0.3217852 
## Iteration 18 lambda =  -0.3217902 
## Iteration 19 lambda =  -0.3217928 
## Iteration 20 lambda =  -0.321794 
## Iteration 21 lambda =  -0.3217946 
## Iteration 22 lambda =  -0.321795 
## Iteration 23 lambda =  -0.3217951 
## Iteration 24 lambda =  -0.3217952 
## Iteration 1 lambda =  0.3444261 
## Iteration 2 lambda =  0.01663915 
## Iteration 3 lambda =  -0.1472543 
## Iteration 4 lambda =  -0.2292011 
## Iteration 5 lambda =  -0.2701744 
## Iteration 6 lambda =  -0.2906611 
## Iteration 7 lambda =  -0.3009045 
## Iteration 8 lambda =  -0.3060261 
## Iteration 9 lambda =  -0.308587 
## Iteration 10 lambda =  -0.3098674 
## Iteration 11 lambda =  -0.3105076 
## Iteration 12 lambda =  -0.3108277 
## Iteration 13 lambda =  -0.3109877 
## Iteration 14 lambda =  -0.3110678 
## Iteration 15 lambda =  -0.3111078 
## Iteration 16 lambda =  -0.3111278 
## Iteration 17 lambda =  -0.3111378 
## Iteration 18 lambda =  -0.3111428 
## Iteration 19 lambda =  -0.3111453 
## Iteration 20 lambda =  -0.3111466 
## Iteration 21 lambda =  -0.3111472 
## Iteration 22 lambda =  -0.3111475 
## Iteration 23 lambda =  -0.3111476 
## Iteration 24 lambda =  -0.3111477 
## Iteration 1 lambda =  0.345453 
## Iteration 2 lambda =  0.01817951 
## Iteration 3 lambda =  -0.1454572 
## Iteration 4 lambda =  -0.2272756 
## Iteration 5 lambda =  -0.2681848 
## Iteration 6 lambda =  -0.2886394 
## Iteration 7 lambda =  -0.2988667 
## Iteration 8 lambda =  -0.3039803 
## Iteration 9 lambda =  -0.3065372 
## Iteration 10 lambda =  -0.3078156 
## Iteration 11 lambda =  -0.3084548 
## Iteration 12 lambda =  -0.3087744 
## Iteration 13 lambda =  -0.3089342 
## Iteration 14 lambda =  -0.3090141 
## Iteration 15 lambda =  -0.309054 
## Iteration 16 lambda =  -0.309074 
## Iteration 17 lambda =  -0.309084 
## Iteration 18 lambda =  -0.309089 
## Iteration 19 lambda =  -0.3090915 
## Iteration 20 lambda =  -0.3090927 
## Iteration 21 lambda =  -0.3090934 
## Iteration 22 lambda =  -0.3090937 
## Iteration 23 lambda =  -0.3090938 
## Iteration 24 lambda =  -0.3090939 
## Iteration 1 lambda =  0.3723851 
## Iteration 2 lambda =  0.05857764 
## Iteration 3 lambda =  -0.09832609 
## Iteration 4 lambda =  -0.176778 
## Iteration 5 lambda =  -0.2160039 
## Iteration 6 lambda =  -0.2356168 
## Iteration 7 lambda =  -0.2454233 
## Iteration 8 lambda =  -0.2503266 
## Iteration 9 lambda =  -0.2527782 
## Iteration 10 lambda =  -0.254004 
## Iteration 11 lambda =  -0.2546169 
## Iteration 12 lambda =  -0.2549234 
## Iteration 13 lambda =  -0.2550766 
## Iteration 14 lambda =  -0.2551532 
## Iteration 15 lambda =  -0.2551915 
## Iteration 16 lambda =  -0.2552107 
## Iteration 17 lambda =  -0.2552202 
## Iteration 18 lambda =  -0.255225 
## Iteration 19 lambda =  -0.2552274 
## Iteration 20 lambda =  -0.2552286 
## Iteration 21 lambda =  -0.2552292 
## Iteration 22 lambda =  -0.2552295 
## Iteration 23 lambda =  -0.2552297 
## Iteration 24 lambda =  -0.2552297 
## Iteration 1 lambda =  0.3216457 
## Iteration 2 lambda =  -0.0175315 
## Iteration 3 lambda =  -0.1871201 
## Iteration 4 lambda =  -0.2719144 
## Iteration 5 lambda =  -0.3143115 
## Iteration 6 lambda =  -0.3355101 
## Iteration 7 lambda =  -0.3461094 
## Iteration 8 lambda =  -0.351409 
## Iteration 9 lambda =  -0.3540588 
## Iteration 10 lambda =  -0.3553838 
## Iteration 11 lambda =  -0.3560462 
## Iteration 12 lambda =  -0.3563774 
## Iteration 13 lambda =  -0.356543 
## Iteration 14 lambda =  -0.3566259 
## Iteration 15 lambda =  -0.3566673 
## Iteration 16 lambda =  -0.356688 
## Iteration 17 lambda =  -0.3566983 
## Iteration 18 lambda =  -0.3567035 
## Iteration 19 lambda =  -0.3567061 
## Iteration 20 lambda =  -0.3567074 
## Iteration 21 lambda =  -0.356708 
## Iteration 22 lambda =  -0.3567083 
## Iteration 23 lambda =  -0.3567085 
## Iteration 24 lambda =  -0.3567086 
## Iteration 1 lambda =  0.3292998 
## Iteration 2 lambda =  -0.006050303 
## Iteration 3 lambda =  -0.1737254 
## Iteration 4 lambda =  -0.2575629 
## Iteration 5 lambda =  -0.2994816 
## Iteration 6 lambda =  -0.320441 
## Iteration 7 lambda =  -0.3309207 
## Iteration 8 lambda =  -0.3361606 
## Iteration 9 lambda =  -0.3387805 
## Iteration 10 lambda =  -0.3400904 
## Iteration 11 lambda =  -0.3407454 
## Iteration 12 lambda =  -0.3410729 
## Iteration 13 lambda =  -0.3412367 
## Iteration 14 lambda =  -0.3413185 
## Iteration 15 lambda =  -0.3413595 
## Iteration 16 lambda =  -0.3413799 
## Iteration 17 lambda =  -0.3413902 
## Iteration 18 lambda =  -0.3413953 
## Iteration 19 lambda =  -0.3413978 
## Iteration 20 lambda =  -0.3413991 
## Iteration 21 lambda =  -0.3413998 
## Iteration 22 lambda =  -0.3414001 
## Iteration 23 lambda =  -0.3414002 
## Iteration 24 lambda =  -0.3414003 
## Iteration 1 lambda =  0.3706823 
## Iteration 2 lambda =  0.05602339 
## Iteration 3 lambda =  -0.101306 
## Iteration 4 lambda =  -0.1799708 
## Iteration 5 lambda =  -0.2193031 
## Iteration 6 lambda =  -0.2389693 
## Iteration 7 lambda =  -0.2488024 
## Iteration 8 lambda =  -0.2537189 
## Iteration 9 lambda =  -0.2561772 
## Iteration 10 lambda =  -0.2574063 
## Iteration 11 lambda =  -0.2580209 
## Iteration 12 lambda =  -0.2583282 
## Iteration 13 lambda =  -0.2584818 
## Iteration 14 lambda =  -0.2585587 
## Iteration 15 lambda =  -0.2585971 
## Iteration 16 lambda =  -0.2586163 
## Iteration 17 lambda =  -0.2586259 
## Iteration 18 lambda =  -0.2586307 
## Iteration 19 lambda =  -0.2586331 
## Iteration 20 lambda =  -0.2586343 
## Iteration 21 lambda =  -0.2586349 
## Iteration 22 lambda =  -0.2586352 
## Iteration 23 lambda =  -0.2586353 
## Iteration 24 lambda =  -0.2586354 
## Iteration 1 lambda =  0.3592905 
## Iteration 2 lambda =  0.03893572 
## Iteration 3 lambda =  -0.1212417 
## Iteration 4 lambda =  -0.2013304 
## Iteration 5 lambda =  -0.2413747 
## Iteration 6 lambda =  -0.2613969 
## Iteration 7 lambda =  -0.271408 
## Iteration 8 lambda =  -0.2764135 
## Iteration 9 lambda =  -0.2789163 
## Iteration 10 lambda =  -0.2801677 
## Iteration 11 lambda =  -0.2807933 
## Iteration 12 lambda =  -0.2811062 
## Iteration 13 lambda =  -0.2812626 
## Iteration 14 lambda =  -0.2813408 
## Iteration 15 lambda =  -0.2813799 
## Iteration 16 lambda =  -0.2813995 
## Iteration 17 lambda =  -0.2814093 
## Iteration 18 lambda =  -0.2814142 
## Iteration 19 lambda =  -0.2814166 
## Iteration 20 lambda =  -0.2814178 
## Iteration 21 lambda =  -0.2814184 
## Iteration 22 lambda =  -0.2814187 
## Iteration 23 lambda =  -0.2814189 
## Iteration 24 lambda =  -0.281419 
## Iteration 1 lambda =  0.2465309 
## Iteration 2 lambda =  -0.1302036 
## Iteration 3 lambda =  -0.3185708 
## Iteration 4 lambda =  -0.4127545 
## Iteration 5 lambda =  -0.4598463 
## Iteration 6 lambda =  -0.4833922 
## Iteration 7 lambda =  -0.4951651 
## Iteration 8 lambda =  -0.5010516 
## Iteration 9 lambda =  -0.5039949 
## Iteration 10 lambda =  -0.5054665 
## Iteration 11 lambda =  -0.5062023 
## Iteration 12 lambda =  -0.5065702 
## Iteration 13 lambda =  -0.5067542 
## Iteration 14 lambda =  -0.5068461 
## Iteration 15 lambda =  -0.5068921 
## Iteration 16 lambda =  -0.5069151 
## Iteration 17 lambda =  -0.5069266 
## Iteration 18 lambda =  -0.5069324 
## Iteration 19 lambda =  -0.5069352 
## Iteration 20 lambda =  -0.5069367 
## Iteration 21 lambda =  -0.5069374 
## Iteration 22 lambda =  -0.5069377 
## Iteration 23 lambda =  -0.5069379 
## Iteration 24 lambda =  -0.506938 
## Iteration 1 lambda =  0.3388053 
## Iteration 2 lambda =  0.008207918 
## Iteration 3 lambda =  -0.1570908 
## Iteration 4 lambda =  -0.2397401 
## Iteration 5 lambda =  -0.2810648 
## Iteration 6 lambda =  -0.3017271 
## Iteration 7 lambda =  -0.3120583 
## Iteration 8 lambda =  -0.3172239 
## Iteration 9 lambda =  -0.3198067 
## Iteration 10 lambda =  -0.321098 
## Iteration 11 lambda =  -0.3217437 
## Iteration 12 lambda =  -0.3220666 
## Iteration 13 lambda =  -0.322228 
## Iteration 14 lambda =  -0.3223087 
## Iteration 15 lambda =  -0.3223491 
## Iteration 16 lambda =  -0.3223693 
## Iteration 17 lambda =  -0.3223794 
## Iteration 18 lambda =  -0.3223844 
## Iteration 19 lambda =  -0.3223869 
## Iteration 20 lambda =  -0.3223882 
## Iteration 21 lambda =  -0.3223888 
## Iteration 22 lambda =  -0.3223891 
## Iteration 23 lambda =  -0.3223893 
## Iteration 24 lambda =  -0.3223894 
## Iteration 1 lambda =  0.3464664 
## Iteration 2 lambda =  0.01969961 
## Iteration 3 lambda =  -0.1436838 
## Iteration 4 lambda =  -0.2253755 
## Iteration 5 lambda =  -0.2662213 
## Iteration 6 lambda =  -0.2866443 
## Iteration 7 lambda =  -0.2968557 
## Iteration 8 lambda =  -0.3019615 
## Iteration 9 lambda =  -0.3045143 
## Iteration 10 lambda =  -0.3057908 
## Iteration 11 lambda =  -0.306429 
## Iteration 12 lambda =  -0.3067481 
## Iteration 13 lambda =  -0.3069076 
## Iteration 14 lambda =  -0.3069874 
## Iteration 15 lambda =  -0.3070273 
## Iteration 16 lambda =  -0.3070472 
## Iteration 17 lambda =  -0.3070572 
## Iteration 18 lambda =  -0.3070622 
## Iteration 19 lambda =  -0.3070647 
## Iteration 20 lambda =  -0.3070659 
## Iteration 21 lambda =  -0.3070666 
## Iteration 22 lambda =  -0.3070669 
## Iteration 23 lambda =  -0.307067 
## Iteration 24 lambda =  -0.3070671 
## Iteration 1 lambda =  0.3765529 
## Iteration 2 lambda =  0.06482934 
## Iteration 3 lambda =  -0.09103244 
## Iteration 4 lambda =  -0.1689633 
## Iteration 5 lambda =  -0.2079288 
## Iteration 6 lambda =  -0.2274115 
## Iteration 7 lambda =  -0.2371529 
## Iteration 8 lambda =  -0.2420235 
## Iteration 9 lambda =  -0.2444589 
## Iteration 10 lambda =  -0.2456765 
## Iteration 11 lambda =  -0.2462854 
## Iteration 12 lambda =  -0.2465898 
## Iteration 13 lambda =  -0.246742 
## Iteration 14 lambda =  -0.2468181 
## Iteration 15 lambda =  -0.2468562 
## Iteration 16 lambda =  -0.2468752 
## Iteration 17 lambda =  -0.2468847 
## Iteration 18 lambda =  -0.2468895 
## Iteration 19 lambda =  -0.2468918 
## Iteration 20 lambda =  -0.246893 
## Iteration 21 lambda =  -0.2468936 
## Iteration 22 lambda =  -0.2468939 
## Iteration 23 lambda =  -0.2468941 
## Iteration 24 lambda =  -0.2468941 
## Iteration 1 lambda =  0.3592161 
## Iteration 2 lambda =  0.03882421 
## Iteration 3 lambda =  -0.1213718 
## Iteration 4 lambda =  -0.2014697 
## Iteration 5 lambda =  -0.2415187 
## Iteration 6 lambda =  -0.2615432 
## Iteration 7 lambda =  -0.2715555 
## Iteration 8 lambda =  -0.2765616 
## Iteration 9 lambda =  -0.2790647 
## Iteration 10 lambda =  -0.2803162 
## Iteration 11 lambda =  -0.280942 
## Iteration 12 lambda =  -0.2812548 
## Iteration 13 lambda =  -0.2814113 
## Iteration 14 lambda =  -0.2814895 
## Iteration 15 lambda =  -0.2815286 
## Iteration 16 lambda =  -0.2815482 
## Iteration 17 lambda =  -0.2815579 
## Iteration 18 lambda =  -0.2815628 
## Iteration 19 lambda =  -0.2815653 
## Iteration 20 lambda =  -0.2815665 
## Iteration 21 lambda =  -0.2815671 
## Iteration 22 lambda =  -0.2815674 
## Iteration 23 lambda =  -0.2815676 
## Iteration 24 lambda =  -0.2815676 
## Iteration 1 lambda =  0.2929317 
## Iteration 2 lambda =  -0.06060251 
## Iteration 3 lambda =  -0.2373696 
## Iteration 4 lambda =  -0.3257531 
## Iteration 5 lambda =  -0.3699449 
## Iteration 6 lambda =  -0.3920408 
## Iteration 7 lambda =  -0.4030887 
## Iteration 8 lambda =  -0.4086127 
## Iteration 9 lambda =  -0.4113747 
## Iteration 10 lambda =  -0.4127557 
## Iteration 11 lambda =  -0.4134462 
## Iteration 12 lambda =  -0.4137914 
## Iteration 13 lambda =  -0.4139641 
## Iteration 14 lambda =  -0.4140504 
## Iteration 15 lambda =  -0.4140935 
## Iteration 16 lambda =  -0.4141151 
## Iteration 17 lambda =  -0.4141259 
## Iteration 18 lambda =  -0.4141313 
## Iteration 19 lambda =  -0.414134 
## Iteration 20 lambda =  -0.4141353 
## Iteration 21 lambda =  -0.414136 
## Iteration 22 lambda =  -0.4141363 
## Iteration 23 lambda =  -0.4141365 
## Iteration 24 lambda =  -0.4141366 
## Iteration 1 lambda =  0.3354124 
## Iteration 2 lambda =  0.00311867 
## Iteration 3 lambda =  -0.1630282 
## Iteration 4 lambda =  -0.2461017 
## Iteration 5 lambda =  -0.2876384 
## Iteration 6 lambda =  -0.3084067 
## Iteration 7 lambda =  -0.3187909 
## Iteration 8 lambda =  -0.323983 
## Iteration 9 lambda =  -0.3265791 
## Iteration 10 lambda =  -0.3278771 
## Iteration 11 lambda =  -0.3285261 
## Iteration 12 lambda =  -0.3288506 
## Iteration 13 lambda =  -0.3290129 
## Iteration 14 lambda =  -0.329094 
## Iteration 15 lambda =  -0.3291345 
## Iteration 16 lambda =  -0.3291548 
## Iteration 17 lambda =  -0.329165 
## Iteration 18 lambda =  -0.32917 
## Iteration 19 lambda =  -0.3291726 
## Iteration 20 lambda =  -0.3291738 
## Iteration 21 lambda =  -0.3291745 
## Iteration 22 lambda =  -0.3291748 
## Iteration 23 lambda =  -0.3291749 
## Iteration 24 lambda =  -0.329175 
## Iteration 1 lambda =  0.3307735 
## Iteration 2 lambda =  -0.003839787 
## Iteration 3 lambda =  -0.1711464 
## Iteration 4 lambda =  -0.2547997 
## Iteration 5 lambda =  -0.2966264 
## Iteration 6 lambda =  -0.3175397 
## Iteration 7 lambda =  -0.3279964 
## Iteration 8 lambda =  -0.3332247 
## Iteration 9 lambda =  -0.3358389 
## Iteration 10 lambda =  -0.337146 
## Iteration 11 lambda =  -0.3377995 
## Iteration 12 lambda =  -0.3381263 
## Iteration 13 lambda =  -0.3382897 
## Iteration 14 lambda =  -0.3383714 
## Iteration 15 lambda =  -0.3384122 
## Iteration 16 lambda =  -0.3384326 
## Iteration 17 lambda =  -0.3384428 
## Iteration 18 lambda =  -0.3384479 
## Iteration 19 lambda =  -0.3384505 
## Iteration 20 lambda =  -0.3384518 
## Iteration 21 lambda =  -0.3384524 
## Iteration 22 lambda =  -0.3384527 
## Iteration 23 lambda =  -0.3384529 
## Iteration 24 lambda =  -0.338453 
## Iteration 1 lambda =  0.3221687 
## Iteration 2 lambda =  -0.01674693 
## Iteration 3 lambda =  -0.1862048 
## Iteration 4 lambda =  -0.2709337 
## Iteration 5 lambda =  -0.3132981 
## Iteration 6 lambda =  -0.3344804 
## Iteration 7 lambda =  -0.3450715 
## Iteration 8 lambda =  -0.350367 
## Iteration 9 lambda =  -0.3530148 
## Iteration 10 lambda =  -0.3543387 
## Iteration 11 lambda =  -0.3550006 
## Iteration 12 lambda =  -0.3553316 
## Iteration 13 lambda =  -0.3554971 
## Iteration 14 lambda =  -0.3555798 
## Iteration 15 lambda =  -0.3556212 
## Iteration 16 lambda =  -0.3556419 
## Iteration 17 lambda =  -0.3556522 
## Iteration 18 lambda =  -0.3556574 
## Iteration 19 lambda =  -0.35566 
## Iteration 20 lambda =  -0.3556613 
## Iteration 21 lambda =  -0.3556619 
## Iteration 22 lambda =  -0.3556623 
## Iteration 23 lambda =  -0.3556624 
## Iteration 24 lambda =  -0.3556625 
## Iteration 1 lambda =  0.3199012 
## Iteration 2 lambda =  -0.02014818 
## Iteration 3 lambda =  -0.1901729 
## Iteration 4 lambda =  -0.2751852 
## Iteration 5 lambda =  -0.3176914 
## Iteration 6 lambda =  -0.3389445 
## Iteration 7 lambda =  -0.349571 
## Iteration 8 lambda =  -0.3548843 
## Iteration 9 lambda =  -0.3575409 
## Iteration 10 lambda =  -0.3588693 
## Iteration 11 lambda =  -0.3595334 
## Iteration 12 lambda =  -0.3598655 
## Iteration 13 lambda =  -0.3600315 
## Iteration 14 lambda =  -0.3601146 
## Iteration 15 lambda =  -0.3601561 
## Iteration 16 lambda =  -0.3601768 
## Iteration 17 lambda =  -0.3601872 
## Iteration 18 lambda =  -0.3601924 
## Iteration 19 lambda =  -0.360195 
## Iteration 20 lambda =  -0.3601963 
## Iteration 21 lambda =  -0.3601969 
## Iteration 22 lambda =  -0.3601972 
## Iteration 23 lambda =  -0.3601974 
## Iteration 24 lambda =  -0.3601975 
## Iteration 1 lambda =  0.2345924 
## Iteration 2 lambda =  -0.1481114 
## Iteration 3 lambda =  -0.3394633 
## Iteration 4 lambda =  -0.4351392 
## Iteration 5 lambda =  -0.4829772 
## Iteration 6 lambda =  -0.5068962 
## Iteration 7 lambda =  -0.5188557 
## Iteration 8 lambda =  -0.5248354 
## Iteration 9 lambda =  -0.5278253 
## Iteration 10 lambda =  -0.5293202 
## Iteration 11 lambda =  -0.5300677 
## Iteration 12 lambda =  -0.5304414 
## Iteration 13 lambda =  -0.5306283 
## Iteration 14 lambda =  -0.5307217 
## Iteration 15 lambda =  -0.5307684 
## Iteration 16 lambda =  -0.5307918 
## Iteration 17 lambda =  -0.5308035 
## Iteration 18 lambda =  -0.5308093 
## Iteration 19 lambda =  -0.5308122 
## Iteration 20 lambda =  -0.5308137 
## Iteration 21 lambda =  -0.5308144 
## Iteration 22 lambda =  -0.5308148 
## Iteration 23 lambda =  -0.530815 
## Iteration 24 lambda =  -0.5308151 
## Iteration 1 lambda =  0.2524494 
## Iteration 2 lambda =  -0.1213259 
## Iteration 3 lambda =  -0.3082135 
## Iteration 4 lambda =  -0.4016573 
## Iteration 5 lambda =  -0.4483792 
## Iteration 6 lambda =  -0.4717402 
## Iteration 7 lambda =  -0.4834207 
## Iteration 8 lambda =  -0.4892609 
## Iteration 9 lambda =  -0.492181 
## Iteration 10 lambda =  -0.4936411 
## Iteration 11 lambda =  -0.4943711 
## Iteration 12 lambda =  -0.4947361 
## Iteration 13 lambda =  -0.4949186 
## Iteration 14 lambda =  -0.4950099 
## Iteration 15 lambda =  -0.4950555 
## Iteration 16 lambda =  -0.4950783 
## Iteration 17 lambda =  -0.4950897 
## Iteration 18 lambda =  -0.4950954 
## Iteration 19 lambda =  -0.4950983 
## Iteration 20 lambda =  -0.4950997 
## Iteration 21 lambda =  -0.4951004 
## Iteration 22 lambda =  -0.4951008 
## Iteration 23 lambda =  -0.495101 
## Iteration 24 lambda =  -0.4951011 
## Iteration 1 lambda =  0.3521364 
## Iteration 2 lambda =  0.02820467 
## Iteration 3 lambda =  -0.1337612 
## Iteration 4 lambda =  -0.2147442 
## Iteration 5 lambda =  -0.2552356 
## Iteration 6 lambda =  -0.2754814 
## Iteration 7 lambda =  -0.2856042 
## Iteration 8 lambda =  -0.2906657 
## Iteration 9 lambda =  -0.2931964 
## Iteration 10 lambda =  -0.2944617 
## Iteration 11 lambda =  -0.2950944 
## Iteration 12 lambda =  -0.2954108 
## Iteration 13 lambda =  -0.2955689 
## Iteration 14 lambda =  -0.295648 
## Iteration 15 lambda =  -0.2956876 
## Iteration 16 lambda =  -0.2957073 
## Iteration 17 lambda =  -0.2957172 
## Iteration 18 lambda =  -0.2957222 
## Iteration 19 lambda =  -0.2957246 
## Iteration 20 lambda =  -0.2957259 
## Iteration 21 lambda =  -0.2957265 
## Iteration 22 lambda =  -0.2957268 
## Iteration 23 lambda =  -0.2957269 
## Iteration 24 lambda =  -0.295727 
## Iteration 1 lambda =  0.3235872 
## Iteration 2 lambda =  -0.01461918 
## Iteration 3 lambda =  -0.1837224 
## Iteration 4 lambda =  -0.268274 
## Iteration 5 lambda =  -0.3105498 
## Iteration 6 lambda =  -0.3316877 
## Iteration 7 lambda =  -0.3422566 
## Iteration 8 lambda =  -0.3475411 
## Iteration 9 lambda =  -0.3501833 
## Iteration 10 lambda =  -0.3515045 
## Iteration 11 lambda =  -0.352165 
## Iteration 12 lambda =  -0.3524953 
## Iteration 13 lambda =  -0.3526604 
## Iteration 14 lambda =  -0.352743 
## Iteration 15 lambda =  -0.3527843 
## Iteration 16 lambda =  -0.3528049 
## Iteration 17 lambda =  -0.3528152 
## Iteration 18 lambda =  -0.3528204 
## Iteration 19 lambda =  -0.352823 
## Iteration 20 lambda =  -0.3528243 
## Iteration 21 lambda =  -0.3528249 
## Iteration 22 lambda =  -0.3528252 
## Iteration 23 lambda =  -0.3528254 
## Iteration 24 lambda =  -0.3528255 
## Iteration 1 lambda =  0.3247249 
## Iteration 2 lambda =  -0.01291267 
## Iteration 3 lambda =  -0.1817314 
## Iteration 4 lambda =  -0.2661408 
## Iteration 5 lambda =  -0.3083455 
## Iteration 6 lambda =  -0.3294479 
## Iteration 7 lambda =  -0.3399991 
## Iteration 8 lambda =  -0.3452746 
## Iteration 9 lambda =  -0.3479124 
## Iteration 10 lambda =  -0.3492313 
## Iteration 11 lambda =  -0.3498908 
## Iteration 12 lambda =  -0.3502205 
## Iteration 13 lambda =  -0.3503854 
## Iteration 14 lambda =  -0.3504678 
## Iteration 15 lambda =  -0.350509 
## Iteration 16 lambda =  -0.3505296 
## Iteration 17 lambda =  -0.3505399 
## Iteration 18 lambda =  -0.3505451 
## Iteration 19 lambda =  -0.3505476 
## Iteration 20 lambda =  -0.3505489 
## Iteration 21 lambda =  -0.3505496 
## Iteration 22 lambda =  -0.3505499 
## Iteration 23 lambda =  -0.3505501 
## Iteration 24 lambda =  -0.3505501 
## Iteration 1 lambda =  0.3025739 
## Iteration 2 lambda =  -0.04613911 
## Iteration 3 lambda =  -0.2204956 
## Iteration 4 lambda =  -0.3076739 
## Iteration 5 lambda =  -0.351263 
## Iteration 6 lambda =  -0.3730576 
## Iteration 7 lambda =  -0.3839549 
## Iteration 8 lambda =  -0.3894035 
## Iteration 9 lambda =  -0.3921278 
## Iteration 10 lambda =  -0.39349 
## Iteration 11 lambda =  -0.3941711 
## Iteration 12 lambda =  -0.3945116 
## Iteration 13 lambda =  -0.3946819 
## Iteration 14 lambda =  -0.394767 
## Iteration 15 lambda =  -0.3948096 
## Iteration 16 lambda =  -0.3948309 
## Iteration 17 lambda =  -0.3948415 
## Iteration 18 lambda =  -0.3948468 
## Iteration 19 lambda =  -0.3948495 
## Iteration 20 lambda =  -0.3948508 
## Iteration 21 lambda =  -0.3948515 
## Iteration 22 lambda =  -0.3948518 
## Iteration 23 lambda =  -0.394852 
## Iteration 24 lambda =  -0.3948521 
## Iteration 1 lambda =  0.3206277 
## Iteration 2 lambda =  -0.01905851 
## Iteration 3 lambda =  -0.1889016 
## Iteration 4 lambda =  -0.2738231 
## Iteration 5 lambda =  -0.3162839 
## Iteration 6 lambda =  -0.3375143 
## Iteration 7 lambda =  -0.3481295 
## Iteration 8 lambda =  -0.3534371 
## Iteration 9 lambda =  -0.3560909 
## Iteration 10 lambda =  -0.3574178 
## Iteration 11 lambda =  -0.3580812 
## Iteration 12 lambda =  -0.3584129 
## Iteration 13 lambda =  -0.3585788 
## Iteration 14 lambda =  -0.3586617 
## Iteration 15 lambda =  -0.3587032 
## Iteration 16 lambda =  -0.3587239 
## Iteration 17 lambda =  -0.3587343 
## Iteration 18 lambda =  -0.3587395 
## Iteration 19 lambda =  -0.3587421 
## Iteration 20 lambda =  -0.3587434 
## Iteration 21 lambda =  -0.358744 
## Iteration 22 lambda =  -0.3587444 
## Iteration 23 lambda =  -0.3587445 
## Iteration 24 lambda =  -0.3587446 
## Iteration 1 lambda =  0.3085217 
## Iteration 2 lambda =  -0.03721738 
## Iteration 3 lambda =  -0.2100869 
## Iteration 4 lambda =  -0.2965217 
## Iteration 5 lambda =  -0.3397391 
## Iteration 6 lambda =  -0.3613478 
## Iteration 7 lambda =  -0.3721522 
## Iteration 8 lambda =  -0.3775543 
## Iteration 9 lambda =  -0.3802554 
## Iteration 10 lambda =  -0.381606 
## Iteration 11 lambda =  -0.3822812 
## Iteration 12 lambda =  -0.3826189 
## Iteration 13 lambda =  -0.3827877 
## Iteration 14 lambda =  -0.3828721 
## Iteration 15 lambda =  -0.3829143 
## Iteration 16 lambda =  -0.3829354 
## Iteration 17 lambda =  -0.382946 
## Iteration 18 lambda =  -0.3829512 
## Iteration 19 lambda =  -0.3829539 
## Iteration 20 lambda =  -0.3829552 
## Iteration 21 lambda =  -0.3829559 
## Iteration 22 lambda =  -0.3829562 
## Iteration 23 lambda =  -0.3829563 
## Iteration 24 lambda =  -0.3829564 
## Iteration 1 lambda =  0.2963538 
## Iteration 2 lambda =  -0.05546932 
## Iteration 3 lambda =  -0.2313809 
## Iteration 4 lambda =  -0.3193366 
## Iteration 5 lambda =  -0.3633145 
## Iteration 6 lambda =  -0.3853035 
## Iteration 7 lambda =  -0.396298 
## Iteration 8 lambda =  -0.4017952 
## Iteration 9 lambda =  -0.4045438 
## Iteration 10 lambda =  -0.4059181 
## Iteration 11 lambda =  -0.4066053 
## Iteration 12 lambda =  -0.4069488 
## Iteration 13 lambda =  -0.4071206 
## Iteration 14 lambda =  -0.4072065 
## Iteration 15 lambda =  -0.4072495 
## Iteration 16 lambda =  -0.407271 
## Iteration 17 lambda =  -0.4072817 
## Iteration 18 lambda =  -0.4072871 
## Iteration 19 lambda =  -0.4072897 
## Iteration 20 lambda =  -0.4072911 
## Iteration 21 lambda =  -0.4072918 
## Iteration 22 lambda =  -0.4072921 
## Iteration 23 lambda =  -0.4072923 
## Iteration 24 lambda =  -0.4072923 
## Iteration 1 lambda =  0.3393401 
## Iteration 2 lambda =  0.009010114 
## Iteration 3 lambda =  -0.1561549 
## Iteration 4 lambda =  -0.2387374 
## Iteration 5 lambda =  -0.2800286 
## Iteration 6 lambda =  -0.3006742 
## Iteration 7 lambda =  -0.310997 
## Iteration 8 lambda =  -0.3161584 
## Iteration 9 lambda =  -0.3187391 
## Iteration 10 lambda =  -0.3200295 
## Iteration 11 lambda =  -0.3206747 
## Iteration 12 lambda =  -0.3209973 
## Iteration 13 lambda =  -0.3211586 
## Iteration 14 lambda =  -0.3212392 
## Iteration 15 lambda =  -0.3212795 
## Iteration 16 lambda =  -0.3212997 
## Iteration 17 lambda =  -0.3213098 
## Iteration 18 lambda =  -0.3213148 
## Iteration 19 lambda =  -0.3213173 
## Iteration 20 lambda =  -0.3213186 
## Iteration 21 lambda =  -0.3213192 
## Iteration 22 lambda =  -0.3213195 
## Iteration 23 lambda =  -0.3213197 
## Iteration 24 lambda =  -0.3213198 
## Iteration 1 lambda =  0.287242 
## Iteration 2 lambda =  -0.06913706 
## Iteration 3 lambda =  -0.2473266 
## Iteration 4 lambda =  -0.3364213 
## Iteration 5 lambda =  -0.3809687 
## Iteration 6 lambda =  -0.4032424 
## Iteration 7 lambda =  -0.4143792 
## Iteration 8 lambda =  -0.4199477 
## Iteration 9 lambda =  -0.4227319 
## Iteration 10 lambda =  -0.424124 
## Iteration 11 lambda =  -0.42482 
## Iteration 12 lambda =  -0.4251681 
## Iteration 13 lambda =  -0.4253421 
## Iteration 14 lambda =  -0.4254291 
## Iteration 15 lambda =  -0.4254726 
## Iteration 16 lambda =  -0.4254943 
## Iteration 17 lambda =  -0.4255052 
## Iteration 18 lambda =  -0.4255106 
## Iteration 19 lambda =  -0.4255134 
## Iteration 20 lambda =  -0.4255147 
## Iteration 21 lambda =  -0.4255154 
## Iteration 22 lambda =  -0.4255157 
## Iteration 23 lambda =  -0.4255159 
## Iteration 24 lambda =  -0.425516 
## Iteration 1 lambda =  0.3005719 
## Iteration 2 lambda =  -0.04914208 
## Iteration 3 lambda =  -0.2239991 
## Iteration 4 lambda =  -0.3114276 
## Iteration 5 lambda =  -0.3551419 
## Iteration 6 lambda =  -0.376999 
## Iteration 7 lambda =  -0.3879275 
## Iteration 8 lambda =  -0.3933918 
## Iteration 9 lambda =  -0.396124 
## Iteration 10 lambda =  -0.39749 
## Iteration 11 lambda =  -0.3981731 
## Iteration 12 lambda =  -0.3985146 
## Iteration 13 lambda =  -0.3986854 
## Iteration 14 lambda =  -0.3987707 
## Iteration 15 lambda =  -0.3988134 
## Iteration 16 lambda =  -0.3988348 
## Iteration 17 lambda =  -0.3988454 
## Iteration 18 lambda =  -0.3988508 
## Iteration 19 lambda =  -0.3988534 
## Iteration 20 lambda =  -0.3988548 
## Iteration 21 lambda =  -0.3988554 
## Iteration 22 lambda =  -0.3988558 
## Iteration 23 lambda =  -0.3988559 
## Iteration 24 lambda =  -0.398856 
## Iteration 1 lambda =  0.3080221 
## Iteration 2 lambda =  -0.03796689 
## Iteration 3 lambda =  -0.2109614 
## Iteration 4 lambda =  -0.2974586 
## Iteration 5 lambda =  -0.3407072 
## Iteration 6 lambda =  -0.3623315 
## Iteration 7 lambda =  -0.3731437 
## Iteration 8 lambda =  -0.3785498 
## Iteration 9 lambda =  -0.3812528 
## Iteration 10 lambda =  -0.3826043 
## Iteration 11 lambda =  -0.3832801 
## Iteration 12 lambda =  -0.383618 
## Iteration 13 lambda =  -0.3837869 
## Iteration 14 lambda =  -0.3838714 
## Iteration 15 lambda =  -0.3839136 
## Iteration 16 lambda =  -0.3839347 
## Iteration 17 lambda =  -0.3839453 
## Iteration 18 lambda =  -0.3839506 
## Iteration 19 lambda =  -0.3839532 
## Iteration 20 lambda =  -0.3839545 
## Iteration 21 lambda =  -0.3839552 
## Iteration 22 lambda =  -0.3839555 
## Iteration 23 lambda =  -0.3839557 
## Iteration 24 lambda =  -0.3839558 
## Iteration 1 lambda =  0.3593882 
## Iteration 2 lambda =  0.03908232 
## Iteration 3 lambda =  -0.1210706 
## Iteration 4 lambda =  -0.2011471 
## Iteration 5 lambda =  -0.2411853 
## Iteration 6 lambda =  -0.2612045 
## Iteration 7 lambda =  -0.271214 
## Iteration 8 lambda =  -0.2762188 
## Iteration 9 lambda =  -0.2787212 
## Iteration 10 lambda =  -0.2799724 
## Iteration 11 lambda =  -0.280598 
## Iteration 12 lambda =  -0.2809108 
## Iteration 13 lambda =  -0.2810672 
## Iteration 14 lambda =  -0.2811454 
## Iteration 15 lambda =  -0.2811845 
## Iteration 16 lambda =  -0.281204 
## Iteration 17 lambda =  -0.2812138 
## Iteration 18 lambda =  -0.2812187 
## Iteration 19 lambda =  -0.2812211 
## Iteration 20 lambda =  -0.2812223 
## Iteration 21 lambda =  -0.281223 
## Iteration 22 lambda =  -0.2812233 
## Iteration 23 lambda =  -0.2812234 
## Iteration 24 lambda =  -0.2812235 
## Iteration 1 lambda =  0.3305593 
## Iteration 2 lambda =  -0.004161004 
## Iteration 3 lambda =  -0.1715212 
## Iteration 4 lambda =  -0.2552013 
## Iteration 5 lambda =  -0.2970413 
## Iteration 6 lambda =  -0.3179613 
## Iteration 7 lambda =  -0.3284213 
## Iteration 8 lambda =  -0.3336513 
## Iteration 9 lambda =  -0.3362663 
## Iteration 10 lambda =  -0.3375738 
## Iteration 11 lambda =  -0.3382276 
## Iteration 12 lambda =  -0.3385545 
## Iteration 13 lambda =  -0.3387179 
## Iteration 14 lambda =  -0.3387996 
## Iteration 15 lambda =  -0.3388405 
## Iteration 16 lambda =  -0.3388609 
## Iteration 17 lambda =  -0.3388711 
## Iteration 18 lambda =  -0.3388762 
## Iteration 19 lambda =  -0.3388788 
## Iteration 20 lambda =  -0.3388801 
## Iteration 21 lambda =  -0.3388807 
## Iteration 22 lambda =  -0.338881 
## Iteration 23 lambda =  -0.3388812 
## Iteration 24 lambda =  -0.3388813 
## Iteration 1 lambda =  0.3664878 
## Iteration 2 lambda =  0.04973166 
## Iteration 3 lambda =  -0.1086464 
## Iteration 4 lambda =  -0.1878354 
## Iteration 5 lambda =  -0.2274299 
## Iteration 6 lambda =  -0.2472272 
## Iteration 7 lambda =  -0.2571258 
## Iteration 8 lambda =  -0.2620751 
## Iteration 9 lambda =  -0.2645498 
## Iteration 10 lambda =  -0.2657871 
## Iteration 11 lambda =  -0.2664058 
## Iteration 12 lambda =  -0.2667151 
## Iteration 13 lambda =  -0.2668698 
## Iteration 14 lambda =  -0.2669471 
## Iteration 15 lambda =  -0.2669858 
## Iteration 16 lambda =  -0.2670051 
## Iteration 17 lambda =  -0.2670148 
## Iteration 18 lambda =  -0.2670196 
## Iteration 19 lambda =  -0.267022 
## Iteration 20 lambda =  -0.2670232 
## Iteration 21 lambda =  -0.2670238 
## Iteration 22 lambda =  -0.2670242 
## Iteration 23 lambda =  -0.2670243 
## Iteration 24 lambda =  -0.2670244 
## Iteration 1 lambda =  0.3371231 
## Iteration 2 lambda =  0.005684682 
## Iteration 3 lambda =  -0.1600345 
## Iteration 4 lambda =  -0.2428941 
## Iteration 5 lambda =  -0.284324 
## Iteration 6 lambda =  -0.3050389 
## Iteration 7 lambda =  -0.3153963 
## Iteration 8 lambda =  -0.320575 
## Iteration 9 lambda =  -0.3231644 
## Iteration 10 lambda =  -0.3244591 
## Iteration 11 lambda =  -0.3251064 
## Iteration 12 lambda =  -0.3254301 
## Iteration 13 lambda =  -0.3255919 
## Iteration 14 lambda =  -0.3256728 
## Iteration 15 lambda =  -0.3257133 
## Iteration 16 lambda =  -0.3257335 
## Iteration 17 lambda =  -0.3257436 
## Iteration 18 lambda =  -0.3257487 
## Iteration 19 lambda =  -0.3257512 
## Iteration 20 lambda =  -0.3257525 
## Iteration 21 lambda =  -0.3257531 
## Iteration 22 lambda =  -0.3257534 
## Iteration 23 lambda =  -0.3257536 
## Iteration 24 lambda =  -0.3257537 
## Iteration 1 lambda =  0.301843 
## Iteration 2 lambda =  -0.04723547 
## Iteration 3 lambda =  -0.2217747 
## Iteration 4 lambda =  -0.3090443 
## Iteration 5 lambda =  -0.3526791 
## Iteration 6 lambda =  -0.3744966 
## Iteration 7 lambda =  -0.3854053 
## Iteration 8 lambda =  -0.3908596 
## Iteration 9 lambda =  -0.3935868 
## Iteration 10 lambda =  -0.3949504 
## Iteration 11 lambda =  -0.3956322 
## Iteration 12 lambda =  -0.3959731 
## Iteration 13 lambda =  -0.3961435 
## Iteration 14 lambda =  -0.3962287 
## Iteration 15 lambda =  -0.3962713 
## Iteration 16 lambda =  -0.3962927 
## Iteration 17 lambda =  -0.3963033 
## Iteration 18 lambda =  -0.3963086 
## Iteration 19 lambda =  -0.3963113 
## Iteration 20 lambda =  -0.3963126 
## Iteration 21 lambda =  -0.3963133 
## Iteration 22 lambda =  -0.3963136 
## Iteration 23 lambda =  -0.3963138 
## Iteration 24 lambda =  -0.3963139 
## Iteration 1 lambda =  0.3513443 
## Iteration 2 lambda =  0.02701648 
## Iteration 3 lambda =  -0.1351474 
## Iteration 4 lambda =  -0.2162294 
## Iteration 5 lambda =  -0.2567704 
## Iteration 6 lambda =  -0.2770409 
## Iteration 7 lambda =  -0.2871761 
## Iteration 8 lambda =  -0.2922437 
## Iteration 9 lambda =  -0.2947775 
## Iteration 10 lambda =  -0.2960444 
## Iteration 11 lambda =  -0.2966779 
## Iteration 12 lambda =  -0.2969946 
## Iteration 13 lambda =  -0.297153 
## Iteration 14 lambda =  -0.2972322 
## Iteration 15 lambda =  -0.2972718 
## Iteration 16 lambda =  -0.2972916 
## Iteration 17 lambda =  -0.2973015 
## Iteration 18 lambda =  -0.2973064 
## Iteration 19 lambda =  -0.2973089 
## Iteration 20 lambda =  -0.2973101 
## Iteration 21 lambda =  -0.2973107 
## Iteration 22 lambda =  -0.297311 
## Iteration 23 lambda =  -0.2973112 
## Iteration 24 lambda =  -0.2973113 
## Iteration 1 lambda =  0.334054 
## Iteration 2 lambda =  0.001081063 
## Iteration 3 lambda =  -0.1654054 
## Iteration 4 lambda =  -0.2486487 
## Iteration 5 lambda =  -0.2902703 
## Iteration 6 lambda =  -0.3110811 
## Iteration 7 lambda =  -0.3214865 
## Iteration 8 lambda =  -0.3266892 
## Iteration 9 lambda =  -0.3292906 
## Iteration 10 lambda =  -0.3305912 
## Iteration 11 lambda =  -0.3312416 
## Iteration 12 lambda =  -0.3315667 
## Iteration 13 lambda =  -0.3317293 
## Iteration 14 lambda =  -0.3318106 
## Iteration 15 lambda =  -0.3318513 
## Iteration 16 lambda =  -0.3318716 
## Iteration 17 lambda =  -0.3318818 
## Iteration 18 lambda =  -0.3318868 
## Iteration 19 lambda =  -0.3318894 
## Iteration 20 lambda =  -0.3318906 
## Iteration 21 lambda =  -0.3318913 
## Iteration 22 lambda =  -0.3318916 
## Iteration 23 lambda =  -0.3318918 
## Iteration 24 lambda =  -0.3318918 
## Iteration 1 lambda =  0.3331235 
## Iteration 2 lambda =  -0.0003146969 
## Iteration 3 lambda =  -0.1670338 
## Iteration 4 lambda =  -0.2503934 
## Iteration 5 lambda =  -0.2920732 
## Iteration 6 lambda =  -0.312913 
## Iteration 7 lambda =  -0.323333 
## Iteration 8 lambda =  -0.328543 
## Iteration 9 lambda =  -0.3311479 
## Iteration 10 lambda =  -0.3324504 
## Iteration 11 lambda =  -0.3331017 
## Iteration 12 lambda =  -0.3334273 
## Iteration 13 lambda =  -0.3335901 
## Iteration 14 lambda =  -0.3336715 
## Iteration 15 lambda =  -0.3337122 
## Iteration 16 lambda =  -0.3337326 
## Iteration 17 lambda =  -0.3337428 
## Iteration 18 lambda =  -0.3337478 
## Iteration 19 lambda =  -0.3337504 
## Iteration 20 lambda =  -0.3337517 
## Iteration 21 lambda =  -0.3337523 
## Iteration 22 lambda =  -0.3337526 
## Iteration 23 lambda =  -0.3337528 
## Iteration 24 lambda =  -0.3337528 
## Iteration 1 lambda =  0.2957877 
## Iteration 2 lambda =  -0.05631841 
## Iteration 3 lambda =  -0.2323715 
## Iteration 4 lambda =  -0.320398 
## Iteration 5 lambda =  -0.3644113 
## Iteration 6 lambda =  -0.3864179 
## Iteration 7 lambda =  -0.3974212 
## Iteration 8 lambda =  -0.4029229 
## Iteration 9 lambda =  -0.4056737 
## Iteration 10 lambda =  -0.4070491 
## Iteration 11 lambda =  -0.4077368 
## Iteration 12 lambda =  -0.4080807 
## Iteration 13 lambda =  -0.4082526 
## Iteration 14 lambda =  -0.4083386 
## Iteration 15 lambda =  -0.4083816 
## Iteration 16 lambda =  -0.4084031 
## Iteration 17 lambda =  -0.4084138 
## Iteration 18 lambda =  -0.4084192 
## Iteration 19 lambda =  -0.4084219 
## Iteration 20 lambda =  -0.4084232 
## Iteration 21 lambda =  -0.4084239 
## Iteration 22 lambda =  -0.4084242 
## Iteration 23 lambda =  -0.4084244 
## Iteration 24 lambda =  -0.4084245 
## Iteration 1 lambda =  0.3041999 
## Iteration 2 lambda =  -0.04370009 
## Iteration 3 lambda =  -0.2176501 
## Iteration 4 lambda =  -0.3046251 
## Iteration 5 lambda =  -0.3481126 
## Iteration 6 lambda =  -0.3698564 
## Iteration 7 lambda =  -0.3807282 
## Iteration 8 lambda =  -0.3861642 
## Iteration 9 lambda =  -0.3888822 
## Iteration 10 lambda =  -0.3902411 
## Iteration 11 lambda =  -0.3909206 
## Iteration 12 lambda =  -0.3912604 
## Iteration 13 lambda =  -0.3914303 
## Iteration 14 lambda =  -0.3915152 
## Iteration 15 lambda =  -0.3915577 
## Iteration 16 lambda =  -0.3915789 
## Iteration 17 lambda =  -0.3915895 
## Iteration 18 lambda =  -0.3915948 
## Iteration 19 lambda =  -0.3915975 
## Iteration 20 lambda =  -0.3915988 
## Iteration 21 lambda =  -0.3915995 
## Iteration 22 lambda =  -0.3915998 
## Iteration 23 lambda =  -0.3916 
## Iteration 24 lambda =  -0.3916 
## Iteration 1 lambda =  0.3395434 
## Iteration 2 lambda =  0.009315095 
## Iteration 3 lambda =  -0.1557991 
## Iteration 4 lambda =  -0.2383561 
## Iteration 5 lambda =  -0.2796347 
## Iteration 6 lambda =  -0.3002739 
## Iteration 7 lambda =  -0.3105936 
## Iteration 8 lambda =  -0.3157534 
## Iteration 9 lambda =  -0.3183333 
## Iteration 10 lambda =  -0.3196233 
## Iteration 11 lambda =  -0.3202682 
## Iteration 12 lambda =  -0.3205907 
## Iteration 13 lambda =  -0.320752 
## Iteration 14 lambda =  -0.3208326 
## Iteration 15 lambda =  -0.3208729 
## Iteration 16 lambda =  -0.3208931 
## Iteration 17 lambda =  -0.3209031 
## Iteration 18 lambda =  -0.3209082 
## Iteration 19 lambda =  -0.3209107 
## Iteration 20 lambda =  -0.3209119 
## Iteration 21 lambda =  -0.3209126 
## Iteration 22 lambda =  -0.3209129 
## Iteration 23 lambda =  -0.320913 
## Iteration 24 lambda =  -0.3209131 
## Iteration 1 lambda =  0.255888 
## Iteration 2 lambda =  -0.116168 
## Iteration 3 lambda =  -0.3021959 
## Iteration 4 lambda =  -0.3952099 
## Iteration 5 lambda =  -0.4417169 
## Iteration 6 lambda =  -0.4649704 
## Iteration 7 lambda =  -0.4765972 
## Iteration 8 lambda =  -0.4824106 
## Iteration 9 lambda =  -0.4853173 
## Iteration 10 lambda =  -0.4867706 
## Iteration 11 lambda =  -0.4874973 
## Iteration 12 lambda =  -0.4878606 
## Iteration 13 lambda =  -0.4880423 
## Iteration 14 lambda =  -0.4881331 
## Iteration 15 lambda =  -0.4881785 
## Iteration 16 lambda =  -0.4882012 
## Iteration 17 lambda =  -0.4882126 
## Iteration 18 lambda =  -0.4882183 
## Iteration 19 lambda =  -0.4882211 
## Iteration 20 lambda =  -0.4882225 
## Iteration 21 lambda =  -0.4882232 
## Iteration 22 lambda =  -0.4882236 
## Iteration 23 lambda =  -0.4882238 
## Iteration 24 lambda =  -0.4882239 
## Iteration 1 lambda =  0.291386 
## Iteration 2 lambda =  -0.06292104 
## Iteration 3 lambda =  -0.2400745 
## Iteration 4 lambda =  -0.3286513 
## Iteration 5 lambda =  -0.3729397 
## Iteration 6 lambda =  -0.3950839 
## Iteration 7 lambda =  -0.406156 
## Iteration 8 lambda =  -0.411692 
## Iteration 9 lambda =  -0.41446 
## Iteration 10 lambda =  -0.415844 
## Iteration 11 lambda =  -0.416536 
## Iteration 12 lambda =  -0.4168821 
## Iteration 13 lambda =  -0.4170551 
## Iteration 14 lambda =  -0.4171416 
## Iteration 15 lambda =  -0.4171848 
## Iteration 16 lambda =  -0.4172064 
## Iteration 17 lambda =  -0.4172172 
## Iteration 18 lambda =  -0.4172226 
## Iteration 19 lambda =  -0.4172254 
## Iteration 20 lambda =  -0.4172267 
## Iteration 21 lambda =  -0.4172274 
## Iteration 22 lambda =  -0.4172277 
## Iteration 23 lambda =  -0.4172279 
## Iteration 24 lambda =  -0.417228 
## Iteration 1 lambda =  0.3063083 
## Iteration 2 lambda =  -0.04053753 
## Iteration 3 lambda =  -0.2139604 
## Iteration 4 lambda =  -0.3006719 
## Iteration 5 lambda =  -0.3440276 
## Iteration 6 lambda =  -0.3657055 
## Iteration 7 lambda =  -0.3765444 
## Iteration 8 lambda =  -0.3819639 
## Iteration 9 lambda =  -0.3846736 
## Iteration 10 lambda =  -0.3860285 
## Iteration 11 lambda =  -0.3867059 
## Iteration 12 lambda =  -0.3870447 
## Iteration 13 lambda =  -0.387214 
## Iteration 14 lambda =  -0.3872987 
## Iteration 15 lambda =  -0.387341 
## Iteration 16 lambda =  -0.3873622 
## Iteration 17 lambda =  -0.3873728 
## Iteration 18 lambda =  -0.3873781 
## Iteration 19 lambda =  -0.3873807 
## Iteration 20 lambda =  -0.387382 
## Iteration 21 lambda =  -0.3873827 
## Iteration 22 lambda =  -0.387383 
## Iteration 23 lambda =  -0.3873832 
## Iteration 24 lambda =  -0.3873833 
## Iteration 1 lambda =  0.3480159 
## Iteration 2 lambda =  0.02202387 
## Iteration 3 lambda =  -0.1409722 
## Iteration 4 lambda =  -0.2224702 
## Iteration 5 lambda =  -0.2632192 
## Iteration 6 lambda =  -0.2835937 
## Iteration 7 lambda =  -0.2937809 
## Iteration 8 lambda =  -0.2988745 
## Iteration 9 lambda =  -0.3014214 
## Iteration 10 lambda =  -0.3026948 
## Iteration 11 lambda =  -0.3033315 
## Iteration 12 lambda =  -0.3036498 
## Iteration 13 lambda =  -0.303809 
## Iteration 14 lambda =  -0.3038886 
## Iteration 15 lambda =  -0.3039284 
## Iteration 16 lambda =  -0.3039483 
## Iteration 17 lambda =  -0.3039582 
## Iteration 18 lambda =  -0.3039632 
## Iteration 19 lambda =  -0.3039657 
## Iteration 20 lambda =  -0.3039669 
## Iteration 21 lambda =  -0.3039676 
## Iteration 22 lambda =  -0.3039679 
## Iteration 23 lambda =  -0.303968 
## Iteration 24 lambda =  -0.3039681 
## Iteration 1 lambda =  0.3464769 
## Iteration 2 lambda =  0.01971533 
## Iteration 3 lambda =  -0.1436654 
## Iteration 4 lambda =  -0.2253558 
## Iteration 5 lambda =  -0.266201 
## Iteration 6 lambda =  -0.2866236 
## Iteration 7 lambda =  -0.2968349 
## Iteration 8 lambda =  -0.3019406 
## Iteration 9 lambda =  -0.3044934 
## Iteration 10 lambda =  -0.3057698 
## Iteration 11 lambda =  -0.306408 
## Iteration 12 lambda =  -0.3067271 
## Iteration 13 lambda =  -0.3068867 
## Iteration 14 lambda =  -0.3069665 
## Iteration 15 lambda =  -0.3070063 
## Iteration 16 lambda =  -0.3070263 
## Iteration 17 lambda =  -0.3070363 
## Iteration 18 lambda =  -0.3070412 
## Iteration 19 lambda =  -0.3070437 
## Iteration 20 lambda =  -0.307045 
## Iteration 21 lambda =  -0.3070456 
## Iteration 22 lambda =  -0.3070459 
## Iteration 23 lambda =  -0.3070461 
## Iteration 24 lambda =  -0.3070461 
## Iteration 1 lambda =  0.3184176 
## Iteration 2 lambda =  -0.02237359 
## Iteration 3 lambda =  -0.1927692 
## Iteration 4 lambda =  -0.277967 
## Iteration 5 lambda =  -0.3205659 
## Iteration 6 lambda =  -0.3418653 
## Iteration 7 lambda =  -0.3525151 
## Iteration 8 lambda =  -0.3578399 
## Iteration 9 lambda =  -0.3605024 
## Iteration 10 lambda =  -0.3618336 
## Iteration 11 lambda =  -0.3624992 
## Iteration 12 lambda =  -0.362832 
## Iteration 13 lambda =  -0.3629984 
## Iteration 14 lambda =  -0.3630816 
## Iteration 15 lambda =  -0.3631232 
## Iteration 16 lambda =  -0.363144 
## Iteration 17 lambda =  -0.3631544 
## Iteration 18 lambda =  -0.3631596 
## Iteration 19 lambda =  -0.3631622 
## Iteration 20 lambda =  -0.3631635 
## Iteration 21 lambda =  -0.3631641 
## Iteration 22 lambda =  -0.3631645 
## Iteration 23 lambda =  -0.3631646 
## Iteration 24 lambda =  -0.3631647 
## Iteration 1 lambda =  0.3300621 
## Iteration 2 lambda =  -0.004906792 
## Iteration 3 lambda =  -0.1723913 
## Iteration 4 lambda =  -0.2561335 
## Iteration 5 lambda =  -0.2980046 
## Iteration 6 lambda =  -0.3189402 
## Iteration 7 lambda =  -0.3294079 
## Iteration 8 lambda =  -0.3346418 
## Iteration 9 lambda =  -0.3372588 
## Iteration 10 lambda =  -0.3385673 
## Iteration 11 lambda =  -0.3392215 
## Iteration 12 lambda =  -0.3395486 
## Iteration 13 lambda =  -0.3397122 
## Iteration 14 lambda =  -0.3397939 
## Iteration 15 lambda =  -0.3398348 
## Iteration 16 lambda =  -0.3398553 
## Iteration 17 lambda =  -0.3398655 
## Iteration 18 lambda =  -0.3398706 
## Iteration 19 lambda =  -0.3398732 
## Iteration 20 lambda =  -0.3398744 
## Iteration 21 lambda =  -0.3398751 
## Iteration 22 lambda =  -0.3398754 
## Iteration 23 lambda =  -0.3398756 
## Iteration 24 lambda =  -0.3398756 
## Iteration 1 lambda =  0.2673875 
## Iteration 2 lambda =  -0.0989188 
## Iteration 3 lambda =  -0.2820719 
## Iteration 4 lambda =  -0.3736485 
## Iteration 5 lambda =  -0.4194368 
## Iteration 6 lambda =  -0.4423309 
## Iteration 7 lambda =  -0.453778 
## Iteration 8 lambda =  -0.4595015 
## Iteration 9 lambda =  -0.4623633 
## Iteration 10 lambda =  -0.4637942 
## Iteration 11 lambda =  -0.4645096 
## Iteration 12 lambda =  -0.4648673 
## Iteration 13 lambda =  -0.4650462 
## Iteration 14 lambda =  -0.4651356 
## Iteration 15 lambda =  -0.4651804 
## Iteration 16 lambda =  -0.4652027 
## Iteration 17 lambda =  -0.4652139 
## Iteration 18 lambda =  -0.4652195 
## Iteration 19 lambda =  -0.4652223 
## Iteration 20 lambda =  -0.4652237 
## Iteration 21 lambda =  -0.4652244 
## Iteration 22 lambda =  -0.4652247 
## Iteration 23 lambda =  -0.4652249 
## Iteration 24 lambda =  -0.465225 
## Iteration 1 lambda =  0.3353446 
## Iteration 2 lambda =  0.003016882 
## Iteration 3 lambda =  -0.163147 
## Iteration 4 lambda =  -0.2462289 
## Iteration 5 lambda =  -0.2877699 
## Iteration 6 lambda =  -0.3085403 
## Iteration 7 lambda =  -0.3189256 
## Iteration 8 lambda =  -0.3241182 
## Iteration 9 lambda =  -0.3267145 
## Iteration 10 lambda =  -0.3280127 
## Iteration 11 lambda =  -0.3286617 
## Iteration 12 lambda =  -0.3289863 
## Iteration 13 lambda =  -0.3291486 
## Iteration 14 lambda =  -0.3292297 
## Iteration 15 lambda =  -0.3292703 
## Iteration 16 lambda =  -0.3292905 
## Iteration 17 lambda =  -0.3293007 
## Iteration 18 lambda =  -0.3293058 
## Iteration 19 lambda =  -0.3293083 
## Iteration 20 lambda =  -0.3293096 
## Iteration 21 lambda =  -0.3293102 
## Iteration 22 lambda =  -0.3293105 
## Iteration 23 lambda =  -0.3293107 
## Iteration 24 lambda =  -0.3293107 
## Iteration 1 lambda =  0.2903309 
## Iteration 2 lambda =  -0.06450363 
## Iteration 3 lambda =  -0.2419209 
## Iteration 4 lambda =  -0.3306295 
## Iteration 5 lambda =  -0.3749839 
## Iteration 6 lambda =  -0.397161 
## Iteration 7 lambda =  -0.4082496 
## Iteration 8 lambda =  -0.4137939 
## Iteration 9 lambda =  -0.416566 
## Iteration 10 lambda =  -0.4179521 
## Iteration 11 lambda =  -0.4186451 
## Iteration 12 lambda =  -0.4189917 
## Iteration 13 lambda =  -0.4191649 
## Iteration 14 lambda =  -0.4192515 
## Iteration 15 lambda =  -0.4192949 
## Iteration 16 lambda =  -0.4193165 
## Iteration 17 lambda =  -0.4193273 
## Iteration 18 lambda =  -0.4193328 
## Iteration 19 lambda =  -0.4193355 
## Iteration 20 lambda =  -0.4193368 
## Iteration 21 lambda =  -0.4193375 
## Iteration 22 lambda =  -0.4193378 
## Iteration 23 lambda =  -0.419338 
## Iteration 24 lambda =  -0.4193381 
## Iteration 1 lambda =  0.3566094 
## Iteration 2 lambda =  0.03491411 
## Iteration 3 lambda =  -0.1259335 
## Iteration 4 lambda =  -0.2063574 
## Iteration 5 lambda =  -0.2465693 
## Iteration 6 lambda =  -0.2666752 
## Iteration 7 lambda =  -0.2767282 
## Iteration 8 lambda =  -0.2817547 
## Iteration 9 lambda =  -0.2842679 
## Iteration 10 lambda =  -0.2855246 
## Iteration 11 lambda =  -0.2861529 
## Iteration 12 lambda =  -0.286467 
## Iteration 13 lambda =  -0.2866241 
## Iteration 14 lambda =  -0.2867026 
## Iteration 15 lambda =  -0.2867419 
## Iteration 16 lambda =  -0.2867615 
## Iteration 17 lambda =  -0.2867714 
## Iteration 18 lambda =  -0.2867763 
## Iteration 19 lambda =  -0.2867787 
## Iteration 20 lambda =  -0.28678 
## Iteration 21 lambda =  -0.2867806 
## Iteration 22 lambda =  -0.2867809 
## Iteration 23 lambda =  -0.286781 
## Iteration 24 lambda =  -0.2867811 
## Iteration 1 lambda =  0.3662861 
## Iteration 2 lambda =  0.04942909 
## Iteration 3 lambda =  -0.1089994 
## Iteration 4 lambda =  -0.1882136 
## Iteration 5 lambda =  -0.2278208 
## Iteration 6 lambda =  -0.2476243 
## Iteration 7 lambda =  -0.2575261 
## Iteration 8 lambda =  -0.262477 
## Iteration 9 lambda =  -0.2649524 
## Iteration 10 lambda =  -0.2661902 
## Iteration 11 lambda =  -0.266809 
## Iteration 12 lambda =  -0.2671184 
## Iteration 13 lambda =  -0.2672732 
## Iteration 14 lambda =  -0.2673505 
## Iteration 15 lambda =  -0.2673892 
## Iteration 16 lambda =  -0.2674085 
## Iteration 17 lambda =  -0.2674182 
## Iteration 18 lambda =  -0.267423 
## Iteration 19 lambda =  -0.2674255 
## Iteration 20 lambda =  -0.2674267 
## Iteration 21 lambda =  -0.2674273 
## Iteration 22 lambda =  -0.2674276 
## Iteration 23 lambda =  -0.2674277 
## Iteration 24 lambda =  -0.2674278 
## Iteration 1 lambda =  0.3118758 
## Iteration 2 lambda =  -0.03218631 
## Iteration 3 lambda =  -0.2042174 
## Iteration 4 lambda =  -0.2902329 
## Iteration 5 lambda =  -0.3332406 
## Iteration 6 lambda =  -0.3547445 
## Iteration 7 lambda =  -0.3654965 
## Iteration 8 lambda =  -0.3708724 
## Iteration 9 lambda =  -0.3735604 
## Iteration 10 lambda =  -0.3749044 
## Iteration 11 lambda =  -0.3755764 
## Iteration 12 lambda =  -0.3759124 
## Iteration 13 lambda =  -0.3760804 
## Iteration 14 lambda =  -0.3761644 
## Iteration 15 lambda =  -0.3762064 
## Iteration 16 lambda =  -0.3762274 
## Iteration 17 lambda =  -0.3762379 
## Iteration 18 lambda =  -0.3762432 
## Iteration 19 lambda =  -0.3762458 
## Iteration 20 lambda =  -0.3762471 
## Iteration 21 lambda =  -0.3762478 
## Iteration 22 lambda =  -0.3762481 
## Iteration 23 lambda =  -0.3762482 
## Iteration 24 lambda =  -0.3762483 
## Iteration 1 lambda =  0.3276846 
## Iteration 2 lambda =  -0.008473052 
## Iteration 3 lambda =  -0.1765519 
## Iteration 4 lambda =  -0.2605913 
## Iteration 5 lambda =  -0.302611 
## Iteration 6 lambda =  -0.3236209 
## Iteration 7 lambda =  -0.3341258 
## Iteration 8 lambda =  -0.3393783 
## Iteration 9 lambda =  -0.3420045 
## Iteration 10 lambda =  -0.3433176 
## Iteration 11 lambda =  -0.3439742 
## Iteration 12 lambda =  -0.3443025 
## Iteration 13 lambda =  -0.3444666 
## Iteration 14 lambda =  -0.3445487 
## Iteration 15 lambda =  -0.3445897 
## Iteration 16 lambda =  -0.3446102 
## Iteration 17 lambda =  -0.3446205 
## Iteration 18 lambda =  -0.3446256 
## Iteration 19 lambda =  -0.3446282 
## Iteration 20 lambda =  -0.3446295 
## Iteration 21 lambda =  -0.3446301 
## Iteration 22 lambda =  -0.3446304 
## Iteration 23 lambda =  -0.3446306 
## Iteration 24 lambda =  -0.3446307 
## Iteration 1 lambda =  0.3488466 
## Iteration 2 lambda =  0.02326992 
## Iteration 3 lambda =  -0.1395184 
## Iteration 4 lambda =  -0.2209126 
## Iteration 5 lambda =  -0.2616097 
## Iteration 6 lambda =  -0.2819582 
## Iteration 7 lambda =  -0.2921325 
## Iteration 8 lambda =  -0.2972196 
## Iteration 9 lambda =  -0.2997632 
## Iteration 10 lambda =  -0.301035 
## Iteration 11 lambda =  -0.3016709 
## Iteration 12 lambda =  -0.3019888 
## Iteration 13 lambda =  -0.3021478 
## Iteration 14 lambda =  -0.3022273 
## Iteration 15 lambda =  -0.302267 
## Iteration 16 lambda =  -0.3022869 
## Iteration 17 lambda =  -0.3022968 
## Iteration 18 lambda =  -0.3023018 
## Iteration 19 lambda =  -0.3023043 
## Iteration 20 lambda =  -0.3023055 
## Iteration 21 lambda =  -0.3023062 
## Iteration 22 lambda =  -0.3023065 
## Iteration 23 lambda =  -0.3023066 
## Iteration 24 lambda =  -0.3023067 
## Iteration 1 lambda =  0.3311055 
## Iteration 2 lambda =  -0.003341736 
## Iteration 3 lambda =  -0.1705654 
## Iteration 4 lambda =  -0.2541772 
## Iteration 5 lambda =  -0.2959831 
## Iteration 6 lambda =  -0.316886 
## Iteration 7 lambda =  -0.3273375 
## Iteration 8 lambda =  -0.3325632 
## Iteration 9 lambda =  -0.3351761 
## Iteration 10 lambda =  -0.3364825 
## Iteration 11 lambda =  -0.3371358 
## Iteration 12 lambda =  -0.3374624 
## Iteration 13 lambda =  -0.3376257 
## Iteration 14 lambda =  -0.3377073 
## Iteration 15 lambda =  -0.3377482 
## Iteration 16 lambda =  -0.3377686 
## Iteration 17 lambda =  -0.3377788 
## Iteration 18 lambda =  -0.3377839 
## Iteration 19 lambda =  -0.3377864 
## Iteration 20 lambda =  -0.3377877 
## Iteration 21 lambda =  -0.3377883 
## Iteration 22 lambda =  -0.3377887 
## Iteration 23 lambda =  -0.3377888 
## Iteration 24 lambda =  -0.3377889 
## Iteration 1 lambda =  0.3455629 
## Iteration 2 lambda =  0.01834436 
## Iteration 3 lambda =  -0.1452649 
## Iteration 4 lambda =  -0.2270695 
## Iteration 5 lambda =  -0.2679719 
## Iteration 6 lambda =  -0.288423 
## Iteration 7 lambda =  -0.2986486 
## Iteration 8 lambda =  -0.3037614 
## Iteration 9 lambda =  -0.3063178 
## Iteration 10 lambda =  -0.307596 
## Iteration 11 lambda =  -0.3082351 
## Iteration 12 lambda =  -0.3085546 
## Iteration 13 lambda =  -0.3087144 
## Iteration 14 lambda =  -0.3087943 
## Iteration 15 lambda =  -0.3088342 
## Iteration 16 lambda =  -0.3088542 
## Iteration 17 lambda =  -0.3088642 
## Iteration 18 lambda =  -0.3088692 
## Iteration 19 lambda =  -0.3088717 
## Iteration 20 lambda =  -0.3088729 
## Iteration 21 lambda =  -0.3088736 
## Iteration 22 lambda =  -0.3088739 
## Iteration 23 lambda =  -0.308874 
## Iteration 24 lambda =  -0.3088741 
## Iteration 1 lambda =  0.2939967 
## Iteration 2 lambda =  -0.05900502 
## Iteration 3 lambda =  -0.2355059 
## Iteration 4 lambda =  -0.3237563 
## Iteration 5 lambda =  -0.3678815 
## Iteration 6 lambda =  -0.3899441 
## Iteration 7 lambda =  -0.4009754 
## Iteration 8 lambda =  -0.406491 
## Iteration 9 lambda =  -0.4092489 
## Iteration 10 lambda =  -0.4106278 
## Iteration 11 lambda =  -0.4113172 
## Iteration 12 lambda =  -0.411662 
## Iteration 13 lambda =  -0.4118343 
## Iteration 14 lambda =  -0.4119205 
## Iteration 15 lambda =  -0.4119636 
## Iteration 16 lambda =  -0.4119852 
## Iteration 17 lambda =  -0.4119959 
## Iteration 18 lambda =  -0.4120013 
## Iteration 19 lambda =  -0.412004 
## Iteration 20 lambda =  -0.4120054 
## Iteration 21 lambda =  -0.412006 
## Iteration 22 lambda =  -0.4120064 
## Iteration 23 lambda =  -0.4120065 
## Iteration 24 lambda =  -0.4120066 
## Iteration 1 lambda =  0.3254409 
## Iteration 2 lambda =  -0.01183872 
## Iteration 3 lambda =  -0.1804785 
## Iteration 4 lambda =  -0.2647984 
## Iteration 5 lambda =  -0.3069583 
## Iteration 6 lambda =  -0.3280383 
## Iteration 7 lambda =  -0.3385783 
## Iteration 8 lambda =  -0.3438483 
## Iteration 9 lambda =  -0.3464833 
## Iteration 10 lambda =  -0.3478008 
## Iteration 11 lambda =  -0.3484595 
## Iteration 12 lambda =  -0.3487889 
## Iteration 13 lambda =  -0.3489536 
## Iteration 14 lambda =  -0.349036 
## Iteration 15 lambda =  -0.3490771 
## Iteration 16 lambda =  -0.3490977 
## Iteration 17 lambda =  -0.349108 
## Iteration 18 lambda =  -0.3491131 
## Iteration 19 lambda =  -0.3491157 
## Iteration 20 lambda =  -0.349117 
## Iteration 21 lambda =  -0.3491177 
## Iteration 22 lambda =  -0.349118 
## Iteration 23 lambda =  -0.3491181 
## Iteration 24 lambda =  -0.3491182 
## Iteration 1 lambda =  0.3252162 
## Iteration 2 lambda =  -0.01217577 
## Iteration 3 lambda =  -0.1808717 
## Iteration 4 lambda =  -0.2652197 
## Iteration 5 lambda =  -0.3073937 
## Iteration 6 lambda =  -0.3284807 
## Iteration 7 lambda =  -0.3390242 
## Iteration 8 lambda =  -0.3442959 
## Iteration 9 lambda =  -0.3469318 
## Iteration 10 lambda =  -0.3482498 
## Iteration 11 lambda =  -0.3489087 
## Iteration 12 lambda =  -0.3492382 
## Iteration 13 lambda =  -0.349403 
## Iteration 14 lambda =  -0.3494853 
## Iteration 15 lambda =  -0.3495265 
## Iteration 16 lambda =  -0.3495471 
## Iteration 17 lambda =  -0.3495574 
## Iteration 18 lambda =  -0.3495625 
## Iteration 19 lambda =  -0.3495651 
## Iteration 20 lambda =  -0.3495664 
## Iteration 21 lambda =  -0.3495671 
## Iteration 22 lambda =  -0.3495674 
## Iteration 23 lambda =  -0.3495675 
## Iteration 24 lambda =  -0.3495676 
## Iteration 1 lambda =  0.3360861 
## Iteration 2 lambda =  0.004129159 
## Iteration 3 lambda =  -0.1618493 
## Iteration 4 lambda =  -0.2448386 
## Iteration 5 lambda =  -0.2863332 
## Iteration 6 lambda =  -0.3070805 
## Iteration 7 lambda =  -0.3174541 
## Iteration 8 lambda =  -0.322641 
## Iteration 9 lambda =  -0.3252344 
## Iteration 10 lambda =  -0.3265311 
## Iteration 11 lambda =  -0.3271794 
## Iteration 12 lambda =  -0.3275036 
## Iteration 13 lambda =  -0.3276657 
## Iteration 14 lambda =  -0.3277467 
## Iteration 15 lambda =  -0.3277873 
## Iteration 16 lambda =  -0.3278075 
## Iteration 17 lambda =  -0.3278177 
## Iteration 18 lambda =  -0.3278227 
## Iteration 19 lambda =  -0.3278253 
## Iteration 20 lambda =  -0.3278265 
## Iteration 21 lambda =  -0.3278272 
## Iteration 22 lambda =  -0.3278275 
## Iteration 23 lambda =  -0.3278276 
## Iteration 24 lambda =  -0.3278277 
## Iteration 1 lambda =  0.2861557 
## Iteration 2 lambda =  -0.07076639 
## Iteration 3 lambda =  -0.2492275 
## Iteration 4 lambda =  -0.338458 
## Iteration 5 lambda =  -0.3830733 
## Iteration 6 lambda =  -0.4053809 
## Iteration 7 lambda =  -0.4165347 
## Iteration 8 lambda =  -0.4221116 
## Iteration 9 lambda =  -0.4249001 
## Iteration 10 lambda =  -0.4262943 
## Iteration 11 lambda =  -0.4269914 
## Iteration 12 lambda =  -0.42734 
## Iteration 13 lambda =  -0.4275142 
## Iteration 14 lambda =  -0.4276014 
## Iteration 15 lambda =  -0.427645 
## Iteration 16 lambda =  -0.4276667 
## Iteration 17 lambda =  -0.4276776 
## Iteration 18 lambda =  -0.4276831 
## Iteration 19 lambda =  -0.4276858 
## Iteration 20 lambda =  -0.4276872 
## Iteration 21 lambda =  -0.4276878 
## Iteration 22 lambda =  -0.4276882 
## Iteration 23 lambda =  -0.4276884 
## Iteration 24 lambda =  -0.4276884 
## Iteration 1 lambda =  0.2483166 
## Iteration 2 lambda =  -0.1275251 
## Iteration 3 lambda =  -0.3154459 
## Iteration 4 lambda =  -0.4094064 
## Iteration 5 lambda =  -0.4563866 
## Iteration 6 lambda =  -0.4798767 
## Iteration 7 lambda =  -0.4916217 
## Iteration 8 lambda =  -0.4974943 
## Iteration 9 lambda =  -0.5004305 
## Iteration 10 lambda =  -0.5018987 
## Iteration 11 lambda =  -0.5026327 
## Iteration 12 lambda =  -0.5029998 
## Iteration 13 lambda =  -0.5031833 
## Iteration 14 lambda =  -0.503275 
## Iteration 15 lambda =  -0.5033209 
## Iteration 16 lambda =  -0.5033439 
## Iteration 17 lambda =  -0.5033553 
## Iteration 18 lambda =  -0.5033611 
## Iteration 19 lambda =  -0.5033639 
## Iteration 20 lambda =  -0.5033654 
## Iteration 21 lambda =  -0.5033661 
## Iteration 22 lambda =  -0.5033664 
## Iteration 23 lambda =  -0.5033666 
## Iteration 24 lambda =  -0.5033667 
## Iteration 1 lambda =  0.3246504 
## Iteration 2 lambda =  -0.01302436 
## Iteration 3 lambda =  -0.1818618 
## Iteration 4 lambda =  -0.2662804 
## Iteration 5 lambda =  -0.3084898 
## Iteration 6 lambda =  -0.3295945 
## Iteration 7 lambda =  -0.3401468 
## Iteration 8 lambda =  -0.345423 
## Iteration 9 lambda =  -0.3480611 
## Iteration 10 lambda =  -0.3493801 
## Iteration 11 lambda =  -0.3500396 
## Iteration 12 lambda =  -0.3503694 
## Iteration 13 lambda =  -0.3505343 
## Iteration 14 lambda =  -0.3506167 
## Iteration 15 lambda =  -0.3506579 
## Iteration 16 lambda =  -0.3506785 
## Iteration 17 lambda =  -0.3506888 
## Iteration 18 lambda =  -0.350694 
## Iteration 19 lambda =  -0.3506966 
## Iteration 20 lambda =  -0.3506979 
## Iteration 21 lambda =  -0.3506985 
## Iteration 22 lambda =  -0.3506988 
## Iteration 23 lambda =  -0.350699 
## Iteration 24 lambda =  -0.3506991 
## Iteration 1 lambda =  0.288323 
## Iteration 2 lambda =  -0.06751547 
## Iteration 3 lambda =  -0.2454347 
## Iteration 4 lambda =  -0.3343943 
## Iteration 5 lambda =  -0.3788742 
## Iteration 6 lambda =  -0.4011141 
## Iteration 7 lambda =  -0.412234 
## Iteration 8 lambda =  -0.417794 
## Iteration 9 lambda =  -0.420574 
## Iteration 10 lambda =  -0.421964 
## Iteration 11 lambda =  -0.422659 
## Iteration 12 lambda =  -0.4230065 
## Iteration 13 lambda =  -0.4231802 
## Iteration 14 lambda =  -0.4232671 
## Iteration 15 lambda =  -0.4233105 
## Iteration 16 lambda =  -0.4233322 
## Iteration 17 lambda =  -0.4233431 
## Iteration 18 lambda =  -0.4233485 
## Iteration 19 lambda =  -0.4233513 
## Iteration 20 lambda =  -0.4233526 
## Iteration 21 lambda =  -0.4233533 
## Iteration 22 lambda =  -0.4233536 
## Iteration 23 lambda =  -0.4233538 
## Iteration 24 lambda =  -0.4233539 
## Iteration 1 lambda =  0.2940007 
## Iteration 2 lambda =  -0.05899896 
## Iteration 3 lambda =  -0.2354988 
## Iteration 4 lambda =  -0.3237487 
## Iteration 5 lambda =  -0.3678737 
## Iteration 6 lambda =  -0.3899361 
## Iteration 7 lambda =  -0.4009674 
## Iteration 8 lambda =  -0.406483 
## Iteration 9 lambda =  -0.4092408 
## Iteration 10 lambda =  -0.4106197 
## Iteration 11 lambda =  -0.4113092 
## Iteration 12 lambda =  -0.4116539 
## Iteration 13 lambda =  -0.4118263 
## Iteration 14 lambda =  -0.4119124 
## Iteration 15 lambda =  -0.4119555 
## Iteration 16 lambda =  -0.4119771 
## Iteration 17 lambda =  -0.4119878 
## Iteration 18 lambda =  -0.4119932 
## Iteration 19 lambda =  -0.4119959 
## Iteration 20 lambda =  -0.4119973 
## Iteration 21 lambda =  -0.4119979 
## Iteration 22 lambda =  -0.4119983 
## Iteration 23 lambda =  -0.4119984 
## Iteration 24 lambda =  -0.4119985 
## Iteration 1 lambda =  0.2642166 
## Iteration 2 lambda =  -0.1036752 
## Iteration 3 lambda =  -0.287621 
## Iteration 4 lambda =  -0.379594 
## Iteration 5 lambda =  -0.4255804 
## Iteration 6 lambda =  -0.4485737 
## Iteration 7 lambda =  -0.4600703 
## Iteration 8 lambda =  -0.4658186 
## Iteration 9 lambda =  -0.4686927 
## Iteration 10 lambda =  -0.4701298 
## Iteration 11 lambda =  -0.4708483 
## Iteration 12 lambda =  -0.4712076 
## Iteration 13 lambda =  -0.4713873 
## Iteration 14 lambda =  -0.4714771 
## Iteration 15 lambda =  -0.471522 
## Iteration 16 lambda =  -0.4715444 
## Iteration 17 lambda =  -0.4715557 
## Iteration 18 lambda =  -0.4715613 
## Iteration 19 lambda =  -0.4715641 
## Iteration 20 lambda =  -0.4715655 
## Iteration 21 lambda =  -0.4715662 
## Iteration 22 lambda =  -0.4715665 
## Iteration 23 lambda =  -0.4715667 
## Iteration 24 lambda =  -0.4715668 
## Iteration 1 lambda =  0.3218774 
## Iteration 2 lambda =  -0.01718393 
## Iteration 3 lambda =  -0.1867146 
## Iteration 4 lambda =  -0.2714799 
## Iteration 5 lambda =  -0.3138626 
## Iteration 6 lambda =  -0.3350539 
## Iteration 7 lambda =  -0.3456496 
## Iteration 8 lambda =  -0.3509474 
## Iteration 9 lambda =  -0.3535963 
## Iteration 10 lambda =  -0.3549208 
## Iteration 11 lambda =  -0.355583 
## Iteration 12 lambda =  -0.3559141 
## Iteration 13 lambda =  -0.3560797 
## Iteration 14 lambda =  -0.3561625 
## Iteration 15 lambda =  -0.3562038 
## Iteration 16 lambda =  -0.3562245 
## Iteration 17 lambda =  -0.3562349 
## Iteration 18 lambda =  -0.3562401 
## Iteration 19 lambda =  -0.3562426 
## Iteration 20 lambda =  -0.3562439 
## Iteration 21 lambda =  -0.3562446 
## Iteration 22 lambda =  -0.3562449 
## Iteration 23 lambda =  -0.3562451 
## Iteration 24 lambda =  -0.3562452 
## Iteration 1 lambda =  0.3104359 
## Iteration 2 lambda =  -0.03434613 
## Iteration 3 lambda =  -0.2067371 
## Iteration 4 lambda =  -0.2929327 
## Iteration 5 lambda =  -0.3360304 
## Iteration 6 lambda =  -0.3575793 
## Iteration 7 lambda =  -0.3683537 
## Iteration 8 lambda =  -0.373741 
## Iteration 9 lambda =  -0.3764346 
## Iteration 10 lambda =  -0.3777814 
## Iteration 11 lambda =  -0.3784548 
## Iteration 12 lambda =  -0.3787915 
## Iteration 13 lambda =  -0.3789598 
## Iteration 14 lambda =  -0.379044 
## Iteration 15 lambda =  -0.3790861 
## Iteration 16 lambda =  -0.3791071 
## Iteration 17 lambda =  -0.3791176 
## Iteration 18 lambda =  -0.3791229 
## Iteration 19 lambda =  -0.3791255 
## Iteration 20 lambda =  -0.3791269 
## Iteration 21 lambda =  -0.3791275 
## Iteration 22 lambda =  -0.3791278 
## Iteration 23 lambda =  -0.379128 
## Iteration 24 lambda =  -0.3791281 
## Iteration 1 lambda =  0.2665624 
## Iteration 2 lambda =  -0.1001565 
## Iteration 3 lambda =  -0.2835159 
## Iteration 4 lambda =  -0.3751956 
## Iteration 5 lambda =  -0.4210354 
## Iteration 6 lambda =  -0.4439554 
## Iteration 7 lambda =  -0.4554153 
## Iteration 8 lambda =  -0.4611453 
## Iteration 9 lambda =  -0.4640103 
## Iteration 10 lambda =  -0.4654428 
## Iteration 11 lambda =  -0.466159 
## Iteration 12 lambda =  -0.4665172 
## Iteration 13 lambda =  -0.4666962 
## Iteration 14 lambda =  -0.4667858 
## Iteration 15 lambda =  -0.4668305 
## Iteration 16 lambda =  -0.4668529 
## Iteration 17 lambda =  -0.4668641 
## Iteration 18 lambda =  -0.4668697 
## Iteration 19 lambda =  -0.4668725 
## Iteration 20 lambda =  -0.4668739 
## Iteration 21 lambda =  -0.4668746 
## Iteration 22 lambda =  -0.4668749 
## Iteration 23 lambda =  -0.4668751 
## Iteration 24 lambda =  -0.4668752 
## Iteration 1 lambda =  0.2825771 
## Iteration 2 lambda =  -0.07613433 
## Iteration 3 lambda =  -0.2554901 
## Iteration 4 lambda =  -0.3451679 
## Iteration 5 lambda =  -0.3900068 
## Iteration 6 lambda =  -0.4124263 
## Iteration 7 lambda =  -0.423636 
## Iteration 8 lambda =  -0.4292409 
## Iteration 9 lambda =  -0.4320433 
## Iteration 10 lambda =  -0.4334446 
## Iteration 11 lambda =  -0.4341452 
## Iteration 12 lambda =  -0.4344955 
## Iteration 13 lambda =  -0.4346706 
## Iteration 14 lambda =  -0.4347582 
## Iteration 15 lambda =  -0.434802 
## Iteration 16 lambda =  -0.4348239 
## Iteration 17 lambda =  -0.4348348 
## Iteration 18 lambda =  -0.4348403 
## Iteration 19 lambda =  -0.434843 
## Iteration 20 lambda =  -0.4348444 
## Iteration 21 lambda =  -0.4348451 
## Iteration 22 lambda =  -0.4348454 
## Iteration 23 lambda =  -0.4348456 
## Iteration 24 lambda =  -0.4348457 
## Iteration 1 lambda =  0.3067063 
## Iteration 2 lambda =  -0.03994057 
## Iteration 3 lambda =  -0.213264 
## Iteration 4 lambda =  -0.2999257 
## Iteration 5 lambda =  -0.3432566 
## Iteration 6 lambda =  -0.364922 
## Iteration 7 lambda =  -0.3757547 
## Iteration 8 lambda =  -0.3811711 
## Iteration 9 lambda =  -0.3838792 
## Iteration 10 lambda =  -0.3852333 
## Iteration 11 lambda =  -0.3859104 
## Iteration 12 lambda =  -0.3862489 
## Iteration 13 lambda =  -0.3864182 
## Iteration 14 lambda =  -0.3865028 
## Iteration 15 lambda =  -0.3865451 
## Iteration 16 lambda =  -0.3865663 
## Iteration 17 lambda =  -0.3865768 
## Iteration 18 lambda =  -0.3865821 
## Iteration 19 lambda =  -0.3865848 
## Iteration 20 lambda =  -0.3865861 
## Iteration 21 lambda =  -0.3865868 
## Iteration 22 lambda =  -0.3865871 
## Iteration 23 lambda =  -0.3865873 
## Iteration 24 lambda =  -0.3865873 
## Iteration 1 lambda =  0.3247295 
## Iteration 2 lambda =  -0.01290581 
## Iteration 3 lambda =  -0.1817234 
## Iteration 4 lambda =  -0.2661323 
## Iteration 5 lambda =  -0.3083367 
## Iteration 6 lambda =  -0.3294389 
## Iteration 7 lambda =  -0.33999 
## Iteration 8 lambda =  -0.3452655 
## Iteration 9 lambda =  -0.3479033 
## Iteration 10 lambda =  -0.3492222 
## Iteration 11 lambda =  -0.3498816 
## Iteration 12 lambda =  -0.3502114 
## Iteration 13 lambda =  -0.3503762 
## Iteration 14 lambda =  -0.3504586 
## Iteration 15 lambda =  -0.3504999 
## Iteration 16 lambda =  -0.3505205 
## Iteration 17 lambda =  -0.3505308 
## Iteration 18 lambda =  -0.3505359 
## Iteration 19 lambda =  -0.3505385 
## Iteration 20 lambda =  -0.3505398 
## Iteration 21 lambda =  -0.3505404 
## Iteration 22 lambda =  -0.3505408 
## Iteration 23 lambda =  -0.3505409 
## Iteration 24 lambda =  -0.350541 
## Iteration 1 lambda =  0.2565169 
## Iteration 2 lambda =  -0.1152247 
## Iteration 3 lambda =  -0.3010954 
## Iteration 4 lambda =  -0.3940308 
## Iteration 5 lambda =  -0.4404985 
## Iteration 6 lambda =  -0.4637324 
## Iteration 7 lambda =  -0.4753493 
## Iteration 8 lambda =  -0.4811577 
## Iteration 9 lambda =  -0.484062 
## Iteration 10 lambda =  -0.4855141 
## Iteration 11 lambda =  -0.4862401 
## Iteration 12 lambda =  -0.4866032 
## Iteration 13 lambda =  -0.4867847 
## Iteration 14 lambda =  -0.4868755 
## Iteration 15 lambda =  -0.4869208 
## Iteration 16 lambda =  -0.4869435 
## Iteration 17 lambda =  -0.4869549 
## Iteration 18 lambda =  -0.4869605 
## Iteration 19 lambda =  -0.4869634 
## Iteration 20 lambda =  -0.4869648 
## Iteration 21 lambda =  -0.4869655 
## Iteration 22 lambda =  -0.4869659 
## Iteration 23 lambda =  -0.486966 
## Iteration 24 lambda =  -0.4869661 
## Iteration 1 lambda =  0.3376474 
## Iteration 2 lambda =  0.006471044 
## Iteration 3 lambda =  -0.1591171 
## Iteration 4 lambda =  -0.2419112 
## Iteration 5 lambda =  -0.2833082 
## Iteration 6 lambda =  -0.3040068 
## Iteration 7 lambda =  -0.314356 
## Iteration 8 lambda =  -0.3195306 
## Iteration 9 lambda =  -0.322118 
## Iteration 10 lambda =  -0.3234116 
## Iteration 11 lambda =  -0.3240584 
## Iteration 12 lambda =  -0.3243819 
## Iteration 13 lambda =  -0.3245436 
## Iteration 14 lambda =  -0.3246244 
## Iteration 15 lambda =  -0.3246648 
## Iteration 16 lambda =  -0.3246851 
## Iteration 17 lambda =  -0.3246952 
## Iteration 18 lambda =  -0.3247002 
## Iteration 19 lambda =  -0.3247027 
## Iteration 20 lambda =  -0.324704 
## Iteration 21 lambda =  -0.3247046 
## Iteration 22 lambda =  -0.324705 
## Iteration 23 lambda =  -0.3247051 
## Iteration 24 lambda =  -0.3247052 
## Iteration 1 lambda =  0.2931871 
## Iteration 2 lambda =  -0.06021941 
## Iteration 3 lambda =  -0.2369226 
## Iteration 4 lambda =  -0.3252743 
## Iteration 5 lambda =  -0.3694501 
## Iteration 6 lambda =  -0.391538 
## Iteration 7 lambda =  -0.4025819 
## Iteration 8 lambda =  -0.4081039 
## Iteration 9 lambda =  -0.4108649 
## Iteration 10 lambda =  -0.4122454 
## Iteration 11 lambda =  -0.4129356 
## Iteration 12 lambda =  -0.4132808 
## Iteration 13 lambda =  -0.4134533 
## Iteration 14 lambda =  -0.4135396 
## Iteration 15 lambda =  -0.4135827 
## Iteration 16 lambda =  -0.4136043 
## Iteration 17 lambda =  -0.4136151 
## Iteration 18 lambda =  -0.4136205 
## Iteration 19 lambda =  -0.4136232 
## Iteration 20 lambda =  -0.4136245 
## Iteration 21 lambda =  -0.4136252 
## Iteration 22 lambda =  -0.4136255 
## Iteration 23 lambda =  -0.4136257 
## Iteration 24 lambda =  -0.4136258 
## Iteration 1 lambda =  0.2511961 
## Iteration 2 lambda =  -0.1232059 
## Iteration 3 lambda =  -0.3104069 
## Iteration 4 lambda =  -0.4040074 
## Iteration 5 lambda =  -0.4508076 
## Iteration 6 lambda =  -0.4742077 
## Iteration 7 lambda =  -0.4859078 
## Iteration 8 lambda =  -0.4917578 
## Iteration 9 lambda =  -0.4946828 
## Iteration 10 lambda =  -0.4961453 
## Iteration 11 lambda =  -0.4968766 
## Iteration 12 lambda =  -0.4972422 
## Iteration 13 lambda =  -0.497425 
## Iteration 14 lambda =  -0.4975164 
## Iteration 15 lambda =  -0.4975621 
## Iteration 16 lambda =  -0.497585 
## Iteration 17 lambda =  -0.4975964 
## Iteration 18 lambda =  -0.4976021 
## Iteration 19 lambda =  -0.497605 
## Iteration 20 lambda =  -0.4976064 
## Iteration 21 lambda =  -0.4976071 
## Iteration 22 lambda =  -0.4976075 
## Iteration 23 lambda =  -0.4976077 
## Iteration 24 lambda =  -0.4976078 
## Iteration 1 lambda =  0.2974605 
## Iteration 2 lambda =  -0.05380928 
## Iteration 3 lambda =  -0.2294442 
## Iteration 4 lambda =  -0.3172616 
## Iteration 5 lambda =  -0.3611703 
## Iteration 6 lambda =  -0.3831247 
## Iteration 7 lambda =  -0.3941019 
## Iteration 8 lambda =  -0.3995905 
## Iteration 9 lambda =  -0.4023347 
## Iteration 10 lambda =  -0.4037069 
## Iteration 11 lambda =  -0.404393 
## Iteration 12 lambda =  -0.404736 
## Iteration 13 lambda =  -0.4049075 
## Iteration 14 lambda =  -0.4049933 
## Iteration 15 lambda =  -0.4050362 
## Iteration 16 lambda =  -0.4050576 
## Iteration 17 lambda =  -0.4050683 
## Iteration 18 lambda =  -0.4050737 
## Iteration 19 lambda =  -0.4050764 
## Iteration 20 lambda =  -0.4050777 
## Iteration 21 lambda =  -0.4050784 
## Iteration 22 lambda =  -0.4050787 
## Iteration 23 lambda =  -0.4050789 
## Iteration 24 lambda =  -0.405079 
## Iteration 1 lambda =  0.3745029 
## Iteration 2 lambda =  0.06175442 
## Iteration 3 lambda =  -0.09461985 
## Iteration 4 lambda =  -0.172807 
## Iteration 5 lambda =  -0.2119005 
## Iteration 6 lambda =  -0.2314473 
## Iteration 7 lambda =  -0.2412207 
## Iteration 8 lambda =  -0.2461074 
## Iteration 9 lambda =  -0.2485508 
## Iteration 10 lambda =  -0.2497724 
## Iteration 11 lambda =  -0.2503833 
## Iteration 12 lambda =  -0.2506887 
## Iteration 13 lambda =  -0.2508414 
## Iteration 14 lambda =  -0.2509178 
## Iteration 15 lambda =  -0.2509559 
## Iteration 16 lambda =  -0.250975 
## Iteration 17 lambda =  -0.2509846 
## Iteration 18 lambda =  -0.2509893 
## Iteration 19 lambda =  -0.2509917 
## Iteration 20 lambda =  -0.2509929 
## Iteration 21 lambda =  -0.2509935 
## Iteration 22 lambda =  -0.2509938 
## Iteration 23 lambda =  -0.250994 
## Iteration 24 lambda =  -0.250994 
## Iteration 1 lambda =  0.3086505 
## Iteration 2 lambda =  -0.03702429 
## Iteration 3 lambda =  -0.2098617 
## Iteration 4 lambda =  -0.2962804 
## Iteration 5 lambda =  -0.3394897 
## Iteration 6 lambda =  -0.3610944 
## Iteration 7 lambda =  -0.3718967 
## Iteration 8 lambda =  -0.3772979 
## Iteration 9 lambda =  -0.3799985 
## Iteration 10 lambda =  -0.3813488 
## Iteration 11 lambda =  -0.3820239 
## Iteration 12 lambda =  -0.3823615 
## Iteration 13 lambda =  -0.3825303 
## Iteration 14 lambda =  -0.3826147 
## Iteration 15 lambda =  -0.3826569 
## Iteration 16 lambda =  -0.382678 
## Iteration 17 lambda =  -0.3826885 
## Iteration 18 lambda =  -0.3826938 
## Iteration 19 lambda =  -0.3826964 
## Iteration 20 lambda =  -0.3826977 
## Iteration 21 lambda =  -0.3826984 
## Iteration 22 lambda =  -0.3826987 
## Iteration 23 lambda =  -0.3826989 
## Iteration 24 lambda =  -0.382699 
## Iteration 1 lambda =  0.3088617 
## Iteration 2 lambda =  -0.03670738 
## Iteration 3 lambda =  -0.2094919 
## Iteration 4 lambda =  -0.2958842 
## Iteration 5 lambda =  -0.3390804 
## Iteration 6 lambda =  -0.3606784 
## Iteration 7 lambda =  -0.3714775 
## Iteration 8 lambda =  -0.376877 
## Iteration 9 lambda =  -0.3795768 
## Iteration 10 lambda =  -0.3809266 
## Iteration 11 lambda =  -0.3816016 
## Iteration 12 lambda =  -0.381939 
## Iteration 13 lambda =  -0.3821078 
## Iteration 14 lambda =  -0.3821921 
## Iteration 15 lambda =  -0.3822343 
## Iteration 16 lambda =  -0.3822554 
## Iteration 17 lambda =  -0.382266 
## Iteration 18 lambda =  -0.3822712 
## Iteration 19 lambda =  -0.3822739 
## Iteration 20 lambda =  -0.3822752 
## Iteration 21 lambda =  -0.3822759 
## Iteration 22 lambda =  -0.3822762 
## Iteration 23 lambda =  -0.3822763 
## Iteration 24 lambda =  -0.3822764 
## Iteration 1 lambda =  0.2598399 
## Iteration 2 lambda =  -0.1102401 
## Iteration 3 lambda =  -0.2952801 
## Iteration 4 lambda =  -0.3878001 
## Iteration 5 lambda =  -0.4340601 
## Iteration 6 lambda =  -0.4571901 
## Iteration 7 lambda =  -0.4687552 
## Iteration 8 lambda =  -0.4745377 
## Iteration 9 lambda =  -0.4774289 
## Iteration 10 lambda =  -0.4788745 
## Iteration 11 lambda =  -0.4795973 
## Iteration 12 lambda =  -0.4799587 
## Iteration 13 lambda =  -0.4801394 
## Iteration 14 lambda =  -0.4802298 
## Iteration 15 lambda =  -0.480275 
## Iteration 16 lambda =  -0.4802976 
## Iteration 17 lambda =  -0.4803089 
## Iteration 18 lambda =  -0.4803145 
## Iteration 19 lambda =  -0.4803173 
## Iteration 20 lambda =  -0.4803187 
## Iteration 21 lambda =  -0.4803194 
## Iteration 22 lambda =  -0.4803198 
## Iteration 23 lambda =  -0.48032 
## Iteration 24 lambda =  -0.4803201 
## Iteration 1 lambda =  0.3433923 
## Iteration 2 lambda =  0.01508843 
## Iteration 3 lambda =  -0.1490635 
## Iteration 4 lambda =  -0.2311395 
## Iteration 5 lambda =  -0.2721774 
## Iteration 6 lambda =  -0.2926964 
## Iteration 7 lambda =  -0.3029559 
## Iteration 8 lambda =  -0.3080857 
## Iteration 9 lambda =  -0.3106505 
## Iteration 10 lambda =  -0.311933 
## Iteration 11 lambda =  -0.3125742 
## Iteration 12 lambda =  -0.3128948 
## Iteration 13 lambda =  -0.3130551 
## Iteration 14 lambda =  -0.3131353 
## Iteration 15 lambda =  -0.3131753 
## Iteration 16 lambda =  -0.3131954 
## Iteration 17 lambda =  -0.3132054 
## Iteration 18 lambda =  -0.3132104 
## Iteration 19 lambda =  -0.3132129 
## Iteration 20 lambda =  -0.3132142 
## Iteration 21 lambda =  -0.3132148 
## Iteration 22 lambda =  -0.3132151 
## Iteration 23 lambda =  -0.3132153 
## Iteration 24 lambda =  -0.3132153 
## Iteration 1 lambda =  0.3393926 
## Iteration 2 lambda =  0.009088879 
## Iteration 3 lambda =  -0.156063 
## Iteration 4 lambda =  -0.2386389 
## Iteration 5 lambda =  -0.2799269 
## Iteration 6 lambda =  -0.3005708 
## Iteration 7 lambda =  -0.3108928 
## Iteration 8 lambda =  -0.3160538 
## Iteration 9 lambda =  -0.3186343 
## Iteration 10 lambda =  -0.3199246 
## Iteration 11 lambda =  -0.3205697 
## Iteration 12 lambda =  -0.3208923 
## Iteration 13 lambda =  -0.3210535 
## Iteration 14 lambda =  -0.3211342 
## Iteration 15 lambda =  -0.3211745 
## Iteration 16 lambda =  -0.3211947 
## Iteration 17 lambda =  -0.3212047 
## Iteration 18 lambda =  -0.3212098 
## Iteration 19 lambda =  -0.3212123 
## Iteration 20 lambda =  -0.3212136 
## Iteration 21 lambda =  -0.3212142 
## Iteration 22 lambda =  -0.3212145 
## Iteration 23 lambda =  -0.3212147 
## Iteration 24 lambda =  -0.3212147 
## Iteration 1 lambda =  0.265658 
## Iteration 2 lambda =  -0.1015131 
## Iteration 3 lambda =  -0.2850986 
## Iteration 4 lambda =  -0.3768913 
## Iteration 5 lambda =  -0.4227877 
## Iteration 6 lambda =  -0.4457359 
## Iteration 7 lambda =  -0.45721 
## Iteration 8 lambda =  -0.462947 
## Iteration 9 lambda =  -0.4658156 
## Iteration 10 lambda =  -0.4672498 
## Iteration 11 lambda =  -0.4679669 
## Iteration 12 lambda =  -0.4683255 
## Iteration 13 lambda =  -0.4685048 
## Iteration 14 lambda =  -0.4685944 
## Iteration 15 lambda =  -0.4686393 
## Iteration 16 lambda =  -0.4686617 
## Iteration 17 lambda =  -0.4686729 
## Iteration 18 lambda =  -0.4686785 
## Iteration 19 lambda =  -0.4686813 
## Iteration 20 lambda =  -0.4686827 
## Iteration 21 lambda =  -0.4686834 
## Iteration 22 lambda =  -0.4686837 
## Iteration 23 lambda =  -0.4686839 
## Iteration 24 lambda =  -0.468684 
## Iteration 1 lambda =  0.2920758 
## Iteration 2 lambda =  -0.06188636 
## Iteration 3 lambda =  -0.2388674 
## Iteration 4 lambda =  -0.327358 
## Iteration 5 lambda =  -0.3716032 
## Iteration 6 lambda =  -0.3937259 
## Iteration 7 lambda =  -0.4047872 
## Iteration 8 lambda =  -0.4103178 
## Iteration 9 lambda =  -0.4130832 
## Iteration 10 lambda =  -0.4144658 
## Iteration 11 lambda =  -0.4151572 
## Iteration 12 lambda =  -0.4155028 
## Iteration 13 lambda =  -0.4156757 
## Iteration 14 lambda =  -0.4157621 
## Iteration 15 lambda =  -0.4158053 
## Iteration 16 lambda =  -0.4158269 
## Iteration 17 lambda =  -0.4158377 
## Iteration 18 lambda =  -0.4158431 
## Iteration 19 lambda =  -0.4158458 
## Iteration 20 lambda =  -0.4158471 
## Iteration 21 lambda =  -0.4158478 
## Iteration 22 lambda =  -0.4158481 
## Iteration 23 lambda =  -0.4158483 
## Iteration 24 lambda =  -0.4158484 
## Iteration 1 lambda =  0.3223193 
## Iteration 2 lambda =  -0.01652108 
## Iteration 3 lambda =  -0.1859413 
## Iteration 4 lambda =  -0.2706513 
## Iteration 5 lambda =  -0.3130064 
## Iteration 6 lambda =  -0.3341839 
## Iteration 7 lambda =  -0.3447727 
## Iteration 8 lambda =  -0.3500671 
## Iteration 9 lambda =  -0.3527142 
## Iteration 10 lambda =  -0.3540378 
## Iteration 11 lambda =  -0.3546996 
## Iteration 12 lambda =  -0.3550305 
## Iteration 13 lambda =  -0.355196 
## Iteration 14 lambda =  -0.3552787 
## Iteration 15 lambda =  -0.3553201 
## Iteration 16 lambda =  -0.3553408 
## Iteration 17 lambda =  -0.3553511 
## Iteration 18 lambda =  -0.3553563 
## Iteration 19 lambda =  -0.3553589 
## Iteration 20 lambda =  -0.3553601 
## Iteration 21 lambda =  -0.3553608 
## Iteration 22 lambda =  -0.3553611 
## Iteration 23 lambda =  -0.3553613 
## Iteration 24 lambda =  -0.3553614 
## Iteration 1 lambda =  0.3060524 
## Iteration 2 lambda =  -0.0409214 
## Iteration 3 lambda =  -0.2144083 
## Iteration 4 lambda =  -0.3011517 
## Iteration 5 lambda =  -0.3445235 
## Iteration 6 lambda =  -0.3662093 
## Iteration 7 lambda =  -0.3770523 
## Iteration 8 lambda =  -0.3824737 
## Iteration 9 lambda =  -0.3851845 
## Iteration 10 lambda =  -0.3865398 
## Iteration 11 lambda =  -0.3872175 
## Iteration 12 lambda =  -0.3875564 
## Iteration 13 lambda =  -0.3877258 
## Iteration 14 lambda =  -0.3878105 
## Iteration 15 lambda =  -0.3878528 
## Iteration 16 lambda =  -0.387874 
## Iteration 17 lambda =  -0.3878846 
## Iteration 18 lambda =  -0.3878899 
## Iteration 19 lambda =  -0.3878925 
## Iteration 20 lambda =  -0.3878939 
## Iteration 21 lambda =  -0.3878945 
## Iteration 22 lambda =  -0.3878949 
## Iteration 23 lambda =  -0.387895 
## Iteration 24 lambda =  -0.3878951 
## Iteration 1 lambda =  0.2240815 
## Iteration 2 lambda =  -0.1638777 
## Iteration 3 lambda =  -0.3578573 
## Iteration 4 lambda =  -0.4548471 
## Iteration 5 lambda =  -0.503342 
## Iteration 6 lambda =  -0.5275895 
## Iteration 7 lambda =  -0.5397132 
## Iteration 8 lambda =  -0.5457751 
## Iteration 9 lambda =  -0.548806 
## Iteration 10 lambda =  -0.5503215 
## Iteration 11 lambda =  -0.5510792 
## Iteration 12 lambda =  -0.5514581 
## Iteration 13 lambda =  -0.5516475 
## Iteration 14 lambda =  -0.5517422 
## Iteration 15 lambda =  -0.5517896 
## Iteration 16 lambda =  -0.5518133 
## Iteration 17 lambda =  -0.5518251 
## Iteration 18 lambda =  -0.551831 
## Iteration 19 lambda =  -0.551834 
## Iteration 20 lambda =  -0.5518355 
## Iteration 21 lambda =  -0.5518362 
## Iteration 22 lambda =  -0.5518366 
## Iteration 23 lambda =  -0.5518368 
## Iteration 24 lambda =  -0.5518369 
## Iteration 1 lambda =  0.349377 
## Iteration 2 lambda =  0.02406549 
## Iteration 3 lambda =  -0.1385903 
## Iteration 4 lambda =  -0.2199181 
## Iteration 5 lambda =  -0.2605821 
## Iteration 6 lambda =  -0.280914 
## Iteration 7 lambda =  -0.29108 
## Iteration 8 lambda =  -0.296163 
## Iteration 9 lambda =  -0.2987045 
## Iteration 10 lambda =  -0.2999753 
## Iteration 11 lambda =  -0.3006106 
## Iteration 12 lambda =  -0.3009283 
## Iteration 13 lambda =  -0.3010872 
## Iteration 14 lambda =  -0.3011666 
## Iteration 15 lambda =  -0.3012063 
## Iteration 16 lambda =  -0.3012262 
## Iteration 17 lambda =  -0.3012361 
## Iteration 18 lambda =  -0.3012411 
## Iteration 19 lambda =  -0.3012435 
## Iteration 20 lambda =  -0.3012448 
## Iteration 21 lambda =  -0.3012454 
## Iteration 22 lambda =  -0.3012457 
## Iteration 23 lambda =  -0.3012459 
## Iteration 24 lambda =  -0.3012459 
## Iteration 1 lambda =  0.3334945 
## Iteration 2 lambda =  0.0002416867 
## Iteration 3 lambda =  -0.1663847 
## Iteration 4 lambda =  -0.2496979 
## Iteration 5 lambda =  -0.2913545 
## Iteration 6 lambda =  -0.3121828 
## Iteration 7 lambda =  -0.3225969 
## Iteration 8 lambda =  -0.327804 
## Iteration 9 lambda =  -0.3304075 
## Iteration 10 lambda =  -0.3317093 
## Iteration 11 lambda =  -0.3323602 
## Iteration 12 lambda =  -0.3326856 
## Iteration 13 lambda =  -0.3328484 
## Iteration 14 lambda =  -0.3329297 
## Iteration 15 lambda =  -0.3329704 
## Iteration 16 lambda =  -0.3329907 
## Iteration 17 lambda =  -0.3330009 
## Iteration 18 lambda =  -0.333006 
## Iteration 19 lambda =  -0.3330085 
## Iteration 20 lambda =  -0.3330098 
## Iteration 21 lambda =  -0.3330104 
## Iteration 22 lambda =  -0.3330108 
## Iteration 23 lambda =  -0.3330109 
## Iteration 24 lambda =  -0.333011 
## Iteration 1 lambda =  0.2943622 
## Iteration 2 lambda =  -0.05845663 
## Iteration 3 lambda =  -0.2348661 
## Iteration 4 lambda =  -0.3230708 
## Iteration 5 lambda =  -0.3671732 
## Iteration 6 lambda =  -0.3892243 
## Iteration 7 lambda =  -0.4002499 
## Iteration 8 lambda =  -0.4057627 
## Iteration 9 lambda =  -0.4085191 
## Iteration 10 lambda =  -0.4098973 
## Iteration 11 lambda =  -0.4105864 
## Iteration 12 lambda =  -0.410931 
## Iteration 13 lambda =  -0.4111032 
## Iteration 14 lambda =  -0.4111894 
## Iteration 15 lambda =  -0.4112324 
## Iteration 16 lambda =  -0.411254 
## Iteration 17 lambda =  -0.4112647 
## Iteration 18 lambda =  -0.4112701 
## Iteration 19 lambda =  -0.4112728 
## Iteration 20 lambda =  -0.4112742 
## Iteration 21 lambda =  -0.4112748 
## Iteration 22 lambda =  -0.4112752 
## Iteration 23 lambda =  -0.4112753 
## Iteration 24 lambda =  -0.4112754 
## Iteration 1 lambda =  0.3406231 
## Iteration 2 lambda =  0.01093466 
## Iteration 3 lambda =  -0.1539096 
## Iteration 4 lambda =  -0.2363317 
## Iteration 5 lambda =  -0.2775427 
## Iteration 6 lambda =  -0.2981483 
## Iteration 7 lambda =  -0.308451 
## Iteration 8 lambda =  -0.3136024 
## Iteration 9 lambda =  -0.3161781 
## Iteration 10 lambda =  -0.3174659 
## Iteration 11 lambda =  -0.3181099 
## Iteration 12 lambda =  -0.3184318 
## Iteration 13 lambda =  -0.3185928 
## Iteration 14 lambda =  -0.3186733 
## Iteration 15 lambda =  -0.3187135 
## Iteration 16 lambda =  -0.3187337 
## Iteration 17 lambda =  -0.3187437 
## Iteration 18 lambda =  -0.3187488 
## Iteration 19 lambda =  -0.3187513 
## Iteration 20 lambda =  -0.3187525 
## Iteration 21 lambda =  -0.3187532 
## Iteration 22 lambda =  -0.3187535 
## Iteration 23 lambda =  -0.3187536 
## Iteration 24 lambda =  -0.3187537 
## Iteration 1 lambda =  0.2771762 
## Iteration 2 lambda =  -0.08423575 
## Iteration 3 lambda =  -0.2649417 
## Iteration 4 lambda =  -0.3552947 
## Iteration 5 lambda =  -0.4004712 
## Iteration 6 lambda =  -0.4230594 
## Iteration 7 lambda =  -0.4343535 
## Iteration 8 lambda =  -0.4400006 
## Iteration 9 lambda =  -0.4428241 
## Iteration 10 lambda =  -0.4442359 
## Iteration 11 lambda =  -0.4449418 
## Iteration 12 lambda =  -0.4452947 
## Iteration 13 lambda =  -0.4454712 
## Iteration 14 lambda =  -0.4455594 
## Iteration 15 lambda =  -0.4456035 
## Iteration 16 lambda =  -0.4456256 
## Iteration 17 lambda =  -0.4456366 
## Iteration 18 lambda =  -0.4456422 
## Iteration 19 lambda =  -0.4456449 
## Iteration 20 lambda =  -0.4456463 
## Iteration 21 lambda =  -0.445647 
## Iteration 22 lambda =  -0.4456473 
## Iteration 23 lambda =  -0.4456475 
## Iteration 24 lambda =  -0.4456476 
## Iteration 1 lambda =  0.319432 
## Iteration 2 lambda =  -0.020852 
## Iteration 3 lambda =  -0.190994 
## Iteration 4 lambda =  -0.276065 
## Iteration 5 lambda =  -0.3186005 
## Iteration 6 lambda =  -0.3398682 
## Iteration 7 lambda =  -0.3505021 
## Iteration 8 lambda =  -0.3558191 
## Iteration 9 lambda =  -0.3584775 
## Iteration 10 lambda =  -0.3598068 
## Iteration 11 lambda =  -0.3604714 
## Iteration 12 lambda =  -0.3608037 
## Iteration 13 lambda =  -0.3609698 
## Iteration 14 lambda =  -0.3610529 
## Iteration 15 lambda =  -0.3610945 
## Iteration 16 lambda =  -0.3611152 
## Iteration 17 lambda =  -0.3611256 
## Iteration 18 lambda =  -0.3611308 
## Iteration 19 lambda =  -0.3611334 
## Iteration 20 lambda =  -0.3611347 
## Iteration 21 lambda =  -0.3611353 
## Iteration 22 lambda =  -0.3611357 
## Iteration 23 lambda =  -0.3611358 
## Iteration 24 lambda =  -0.3611359 
## Iteration 1 lambda =  0.256154 
## Iteration 2 lambda =  -0.1157689 
## Iteration 3 lambda =  -0.3017304 
## Iteration 4 lambda =  -0.3947112 
## Iteration 5 lambda =  -0.4412015 
## Iteration 6 lambda =  -0.4644467 
## Iteration 7 lambda =  -0.4760693 
## Iteration 8 lambda =  -0.4818806 
## Iteration 9 lambda =  -0.4847863 
## Iteration 10 lambda =  -0.4862391 
## Iteration 11 lambda =  -0.4869655 
## Iteration 12 lambda =  -0.4873287 
## Iteration 13 lambda =  -0.4875103 
## Iteration 14 lambda =  -0.4876011 
## Iteration 15 lambda =  -0.4876465 
## Iteration 16 lambda =  -0.4876692 
## Iteration 17 lambda =  -0.4876806 
## Iteration 18 lambda =  -0.4876862 
## Iteration 19 lambda =  -0.4876891 
## Iteration 20 lambda =  -0.4876905 
## Iteration 21 lambda =  -0.4876912 
## Iteration 22 lambda =  -0.4876916 
## Iteration 23 lambda =  -0.4876917 
## Iteration 24 lambda =  -0.4876918 
## Iteration 1 lambda =  0.3090682 
## Iteration 2 lambda =  -0.03639769 
## Iteration 3 lambda =  -0.2091306 
## Iteration 4 lambda =  -0.2954971 
## Iteration 5 lambda =  -0.3386803 
## Iteration 6 lambda =  -0.360272 
## Iteration 7 lambda =  -0.3710678 
## Iteration 8 lambda =  -0.3764657 
## Iteration 9 lambda =  -0.3791646 
## Iteration 10 lambda =  -0.3805141 
## Iteration 11 lambda =  -0.3811888 
## Iteration 12 lambda =  -0.3815262 
## Iteration 13 lambda =  -0.3816949 
## Iteration 14 lambda =  -0.3817792 
## Iteration 15 lambda =  -0.3818214 
## Iteration 16 lambda =  -0.3818425 
## Iteration 17 lambda =  -0.381853 
## Iteration 18 lambda =  -0.3818583 
## Iteration 19 lambda =  -0.3818609 
## Iteration 20 lambda =  -0.3818623 
## Iteration 21 lambda =  -0.3818629 
## Iteration 22 lambda =  -0.3818633 
## Iteration 23 lambda =  -0.3818634 
## Iteration 24 lambda =  -0.3818635 
## Iteration 1 lambda =  0.2922172 
## Iteration 2 lambda =  -0.06167423 
## Iteration 3 lambda =  -0.2386199 
## Iteration 4 lambda =  -0.3270928 
## Iteration 5 lambda =  -0.3713292 
## Iteration 6 lambda =  -0.3934474 
## Iteration 7 lambda =  -0.4045065 
## Iteration 8 lambda =  -0.4100361 
## Iteration 9 lambda =  -0.4128009 
## Iteration 10 lambda =  -0.4141832 
## Iteration 11 lambda =  -0.4148744 
## Iteration 12 lambda =  -0.41522 
## Iteration 13 lambda =  -0.4153928 
## Iteration 14 lambda =  -0.4154792 
## Iteration 15 lambda =  -0.4155224 
## Iteration 16 lambda =  -0.415544 
## Iteration 17 lambda =  -0.4155548 
## Iteration 18 lambda =  -0.4155602 
## Iteration 19 lambda =  -0.4155629 
## Iteration 20 lambda =  -0.4155643 
## Iteration 21 lambda =  -0.415565 
## Iteration 22 lambda =  -0.4155653 
## Iteration 23 lambda =  -0.4155655 
## Iteration 24 lambda =  -0.4155656 
## Iteration 1 lambda =  0.2923231 
## Iteration 2 lambda =  -0.06151533 
## Iteration 3 lambda =  -0.2384346 
## Iteration 4 lambda =  -0.3268942 
## Iteration 5 lambda =  -0.371124 
## Iteration 6 lambda =  -0.3932389 
## Iteration 7 lambda =  -0.4042963 
## Iteration 8 lambda =  -0.409825 
## Iteration 9 lambda =  -0.4125894 
## Iteration 10 lambda =  -0.4139716 
## Iteration 11 lambda =  -0.4146627 
## Iteration 12 lambda =  -0.4150082 
## Iteration 13 lambda =  -0.415181 
## Iteration 14 lambda =  -0.4152674 
## Iteration 15 lambda =  -0.4153106 
## Iteration 16 lambda =  -0.4153322 
## Iteration 17 lambda =  -0.415343 
## Iteration 18 lambda =  -0.4153484 
## Iteration 19 lambda =  -0.4153511 
## Iteration 20 lambda =  -0.4153524 
## Iteration 21 lambda =  -0.4153531 
## Iteration 22 lambda =  -0.4153534 
## Iteration 23 lambda =  -0.4153536 
## Iteration 24 lambda =  -0.4153537 
## Iteration 1 lambda =  0.3204551 
## Iteration 2 lambda =  -0.01931737 
## Iteration 3 lambda =  -0.1892036 
## Iteration 4 lambda =  -0.2741467 
## Iteration 5 lambda =  -0.3166183 
## Iteration 6 lambda =  -0.337854 
## Iteration 7 lambda =  -0.3484719 
## Iteration 8 lambda =  -0.3537809 
## Iteration 9 lambda =  -0.3564353 
## Iteration 10 lambda =  -0.3577626 
## Iteration 11 lambda =  -0.3584262 
## Iteration 12 lambda =  -0.358758 
## Iteration 13 lambda =  -0.3589239 
## Iteration 14 lambda =  -0.3590069 
## Iteration 15 lambda =  -0.3590483 
## Iteration 16 lambda =  -0.3590691 
## Iteration 17 lambda =  -0.3590795 
## Iteration 18 lambda =  -0.3590846 
## Iteration 19 lambda =  -0.3590872 
## Iteration 20 lambda =  -0.3590885 
## Iteration 21 lambda =  -0.3590892 
## Iteration 22 lambda =  -0.3590895 
## Iteration 23 lambda =  -0.3590897 
## Iteration 24 lambda =  -0.3590897 
## Iteration 1 lambda =  0.3671716 
## Iteration 2 lambda =  0.05075736 
## Iteration 3 lambda =  -0.1074497 
## Iteration 4 lambda =  -0.1865533 
## Iteration 5 lambda =  -0.2261051 
## Iteration 6 lambda =  -0.245881 
## Iteration 7 lambda =  -0.2557689 
## Iteration 8 lambda =  -0.2607129 
## Iteration 9 lambda =  -0.2631849 
## Iteration 10 lambda =  -0.2644209 
## Iteration 11 lambda =  -0.2650389 
## Iteration 12 lambda =  -0.2653479 
## Iteration 13 lambda =  -0.2655024 
## Iteration 14 lambda =  -0.2655796 
## Iteration 15 lambda =  -0.2656182 
## Iteration 16 lambda =  -0.2656375 
## Iteration 17 lambda =  -0.2656472 
## Iteration 18 lambda =  -0.265652 
## Iteration 19 lambda =  -0.2656544 
## Iteration 20 lambda =  -0.2656556 
## Iteration 21 lambda =  -0.2656563 
## Iteration 22 lambda =  -0.2656566 
## Iteration 23 lambda =  -0.2656567 
## Iteration 24 lambda =  -0.2656568 
## Iteration 1 lambda =  0.3446951 
## Iteration 2 lambda =  0.01704265 
## Iteration 3 lambda =  -0.1467836 
## Iteration 4 lambda =  -0.2286967 
## Iteration 5 lambda =  -0.2696532 
## Iteration 6 lambda =  -0.2901315 
## Iteration 7 lambda =  -0.3003707 
## Iteration 8 lambda =  -0.3054902 
## Iteration 9 lambda =  -0.30805 
## Iteration 10 lambda =  -0.3093299 
## Iteration 11 lambda =  -0.3099699 
## Iteration 12 lambda =  -0.3102898 
## Iteration 13 lambda =  -0.3104498 
## Iteration 14 lambda =  -0.3105298 
## Iteration 15 lambda =  -0.3105698 
## Iteration 16 lambda =  -0.3105898 
## Iteration 17 lambda =  -0.3105998 
## Iteration 18 lambda =  -0.3106048 
## Iteration 19 lambda =  -0.3106073 
## Iteration 20 lambda =  -0.3106085 
## Iteration 21 lambda =  -0.3106092 
## Iteration 22 lambda =  -0.3106095 
## Iteration 23 lambda =  -0.3106096 
## Iteration 24 lambda =  -0.3106097 
## Iteration 1 lambda =  0.3775135 
## Iteration 2 lambda =  0.06627031 
## Iteration 3 lambda =  -0.08935131 
## Iteration 4 lambda =  -0.1671621 
## Iteration 5 lambda =  -0.2060675 
## Iteration 6 lambda =  -0.2255202 
## Iteration 7 lambda =  -0.2352466 
## Iteration 8 lambda =  -0.2401097 
## Iteration 9 lambda =  -0.2425413 
## Iteration 10 lambda =  -0.2437571 
## Iteration 11 lambda =  -0.244365 
## Iteration 12 lambda =  -0.244669 
## Iteration 13 lambda =  -0.2448209 
## Iteration 14 lambda =  -0.2448969 
## Iteration 15 lambda =  -0.2449349 
## Iteration 16 lambda =  -0.2449539 
## Iteration 17 lambda =  -0.2449634 
## Iteration 18 lambda =  -0.2449682 
## Iteration 19 lambda =  -0.2449705 
## Iteration 20 lambda =  -0.2449717 
## Iteration 21 lambda =  -0.2449723 
## Iteration 22 lambda =  -0.2449726 
## Iteration 23 lambda =  -0.2449728 
## Iteration 24 lambda =  -0.2449728 
## Iteration 1 lambda =  0.314256 
## Iteration 2 lambda =  -0.02861598 
## Iteration 3 lambda =  -0.200052 
## Iteration 4 lambda =  -0.28577 
## Iteration 5 lambda =  -0.328629 
## Iteration 6 lambda =  -0.3500585 
## Iteration 7 lambda =  -0.3607732 
## Iteration 8 lambda =  -0.3661306 
## Iteration 9 lambda =  -0.3688093 
## Iteration 10 lambda =  -0.3701486 
## Iteration 11 lambda =  -0.3708183 
## Iteration 12 lambda =  -0.3711531 
## Iteration 13 lambda =  -0.3713206 
## Iteration 14 lambda =  -0.3714043 
## Iteration 15 lambda =  -0.3714461 
## Iteration 16 lambda =  -0.371467 
## Iteration 17 lambda =  -0.3714775 
## Iteration 18 lambda =  -0.3714827 
## Iteration 19 lambda =  -0.3714854 
## Iteration 20 lambda =  -0.3714867 
## Iteration 21 lambda =  -0.3714873 
## Iteration 22 lambda =  -0.3714876 
## Iteration 23 lambda =  -0.3714878 
## Iteration 24 lambda =  -0.3714879 
## Iteration 1 lambda =  0.307563 
## Iteration 2 lambda =  -0.03865548 
## Iteration 3 lambda =  -0.2117647 
## Iteration 4 lambda =  -0.2983193 
## Iteration 5 lambda =  -0.3415967 
## Iteration 6 lambda =  -0.3632353 
## Iteration 7 lambda =  -0.3740546 
## Iteration 8 lambda =  -0.3794643 
## Iteration 9 lambda =  -0.3821691 
## Iteration 10 lambda =  -0.3835216 
## Iteration 11 lambda =  -0.3841978 
## Iteration 12 lambda =  -0.3845359 
## Iteration 13 lambda =  -0.3847049 
## Iteration 14 lambda =  -0.3847894 
## Iteration 15 lambda =  -0.3848317 
## Iteration 16 lambda =  -0.3848528 
## Iteration 17 lambda =  -0.3848634 
## Iteration 18 lambda =  -0.3848687 
## Iteration 19 lambda =  -0.3848713 
## Iteration 20 lambda =  -0.3848726 
## Iteration 21 lambda =  -0.3848733 
## Iteration 22 lambda =  -0.3848736 
## Iteration 23 lambda =  -0.3848738 
## Iteration 24 lambda =  -0.3848739 
## Iteration 1 lambda =  0.264192 
## Iteration 2 lambda =  -0.1037119 
## Iteration 3 lambda =  -0.2876639 
## Iteration 4 lambda =  -0.3796399 
## Iteration 5 lambda =  -0.4256279 
## Iteration 6 lambda =  -0.4486219 
## Iteration 7 lambda =  -0.4601189 
## Iteration 8 lambda =  -0.4658674 
## Iteration 9 lambda =  -0.4687417 
## Iteration 10 lambda =  -0.4701788 
## Iteration 11 lambda =  -0.4708974 
## Iteration 12 lambda =  -0.4712566 
## Iteration 13 lambda =  -0.4714363 
## Iteration 14 lambda =  -0.4715261 
## Iteration 15 lambda =  -0.471571 
## Iteration 16 lambda =  -0.4715935 
## Iteration 17 lambda =  -0.4716047 
## Iteration 18 lambda =  -0.4716103 
## Iteration 19 lambda =  -0.4716131 
## Iteration 20 lambda =  -0.4716145 
## Iteration 21 lambda =  -0.4716152 
## Iteration 22 lambda =  -0.4716156 
## Iteration 23 lambda =  -0.4716158 
## Iteration 24 lambda =  -0.4716158 
## Iteration 1 lambda =  0.288572 
## Iteration 2 lambda =  -0.06714204 
## Iteration 3 lambda =  -0.244999 
## Iteration 4 lambda =  -0.3339275 
## Iteration 5 lambda =  -0.3783918 
## Iteration 6 lambda =  -0.4006239 
## Iteration 7 lambda =  -0.41174 
## Iteration 8 lambda =  -0.417298 
## Iteration 9 lambda =  -0.420077 
## Iteration 10 lambda =  -0.4214665 
## Iteration 11 lambda =  -0.4221613 
## Iteration 12 lambda =  -0.4225087 
## Iteration 13 lambda =  -0.4226824 
## Iteration 14 lambda =  -0.4227692 
## Iteration 15 lambda =  -0.4228126 
## Iteration 16 lambda =  -0.4228343 
## Iteration 17 lambda =  -0.4228452 
## Iteration 18 lambda =  -0.4228506 
## Iteration 19 lambda =  -0.4228533 
## Iteration 20 lambda =  -0.4228547 
## Iteration 21 lambda =  -0.4228554 
## Iteration 22 lambda =  -0.4228557 
## Iteration 23 lambda =  -0.4228559 
## Iteration 24 lambda =  -0.422856 
## Iteration 1 lambda =  0.3012176 
## Iteration 2 lambda =  -0.04817365 
## Iteration 3 lambda =  -0.2228693 
## Iteration 4 lambda =  -0.3102171 
## Iteration 5 lambda =  -0.353891 
## Iteration 6 lambda =  -0.3757279 
## Iteration 7 lambda =  -0.3866464 
## Iteration 8 lambda =  -0.3921056 
## Iteration 9 lambda =  -0.3948352 
## Iteration 10 lambda =  -0.3962001 
## Iteration 11 lambda =  -0.3968825 
## Iteration 12 lambda =  -0.3972237 
## Iteration 13 lambda =  -0.3973943 
## Iteration 14 lambda =  -0.3974796 
## Iteration 15 lambda =  -0.3975222 
## Iteration 16 lambda =  -0.3975435 
## Iteration 17 lambda =  -0.3975542 
## Iteration 18 lambda =  -0.3975595 
## Iteration 19 lambda =  -0.3975622 
## Iteration 20 lambda =  -0.3975635 
## Iteration 21 lambda =  -0.3975642 
## Iteration 22 lambda =  -0.3975645 
## Iteration 23 lambda =  -0.3975647 
## Iteration 24 lambda =  -0.3975648 
## Iteration 1 lambda =  0.3123713 
## Iteration 2 lambda =  -0.03144305 
## Iteration 3 lambda =  -0.2033502 
## Iteration 4 lambda =  -0.2893038 
## Iteration 5 lambda =  -0.3322806 
## Iteration 6 lambda =  -0.353769 
## Iteration 7 lambda =  -0.3645132 
## Iteration 8 lambda =  -0.3698853 
## Iteration 9 lambda =  -0.3725714 
## Iteration 10 lambda =  -0.3739144 
## Iteration 11 lambda =  -0.3745859 
## Iteration 12 lambda =  -0.3749216 
## Iteration 13 lambda =  -0.3750895 
## Iteration 14 lambda =  -0.3751735 
## Iteration 15 lambda =  -0.3752154 
## Iteration 16 lambda =  -0.3752364 
## Iteration 17 lambda =  -0.3752469 
## Iteration 18 lambda =  -0.3752522 
## Iteration 19 lambda =  -0.3752548 
## Iteration 20 lambda =  -0.3752561 
## Iteration 21 lambda =  -0.3752567 
## Iteration 22 lambda =  -0.3752571 
## Iteration 23 lambda =  -0.3752572 
## Iteration 24 lambda =  -0.3752573 
## Iteration 1 lambda =  0.298061 
## Iteration 2 lambda =  -0.05290843 
## Iteration 3 lambda =  -0.2283932 
## Iteration 4 lambda =  -0.3161355 
## Iteration 5 lambda =  -0.3600067 
## Iteration 6 lambda =  -0.3819423 
## Iteration 7 lambda =  -0.3929101 
## Iteration 8 lambda =  -0.398394 
## Iteration 9 lambda =  -0.401136 
## Iteration 10 lambda =  -0.4025069 
## Iteration 11 lambda =  -0.4031924 
## Iteration 12 lambda =  -0.4035352 
## Iteration 13 lambda =  -0.4037065 
## Iteration 14 lambda =  -0.4037922 
## Iteration 15 lambda =  -0.4038351 
## Iteration 16 lambda =  -0.4038565 
## Iteration 17 lambda =  -0.4038672 
## Iteration 18 lambda =  -0.4038726 
## Iteration 19 lambda =  -0.4038752 
## Iteration 20 lambda =  -0.4038766 
## Iteration 21 lambda =  -0.4038772 
## Iteration 22 lambda =  -0.4038776 
## Iteration 23 lambda =  -0.4038777 
## Iteration 24 lambda =  -0.4038778 
## Iteration 1 lambda =  0.3111293 
## Iteration 2 lambda =  -0.03330602 
## Iteration 3 lambda =  -0.2055237 
## Iteration 4 lambda =  -0.2916325 
## Iteration 5 lambda =  -0.3346869 
## Iteration 6 lambda =  -0.3562141 
## Iteration 7 lambda =  -0.3669778 
## Iteration 8 lambda =  -0.3723596 
## Iteration 9 lambda =  -0.3750505 
## Iteration 10 lambda =  -0.3763959 
## Iteration 11 lambda =  -0.3770686 
## Iteration 12 lambda =  -0.377405 
## Iteration 13 lambda =  -0.3775732 
## Iteration 14 lambda =  -0.3776573 
## Iteration 15 lambda =  -0.3776993 
## Iteration 16 lambda =  -0.3777203 
## Iteration 17 lambda =  -0.3777308 
## Iteration 18 lambda =  -0.3777361 
## Iteration 19 lambda =  -0.3777387 
## Iteration 20 lambda =  -0.37774 
## Iteration 21 lambda =  -0.3777407 
## Iteration 22 lambda =  -0.377741 
## Iteration 23 lambda =  -0.3777412 
## Iteration 24 lambda =  -0.3777413 
## Iteration 1 lambda =  0.3162961 
## Iteration 2 lambda =  -0.02555588 
## Iteration 3 lambda =  -0.1964819 
## Iteration 4 lambda =  -0.2819448 
## Iteration 5 lambda =  -0.3246763 
## Iteration 6 lambda =  -0.3460421 
## Iteration 7 lambda =  -0.356725 
## Iteration 8 lambda =  -0.3620664 
## Iteration 9 lambda =  -0.3647371 
## Iteration 10 lambda =  -0.3660725 
## Iteration 11 lambda =  -0.3667402 
## Iteration 12 lambda =  -0.367074 
## Iteration 13 lambda =  -0.3672409 
## Iteration 14 lambda =  -0.3673244 
## Iteration 15 lambda =  -0.3673661 
## Iteration 16 lambda =  -0.367387 
## Iteration 17 lambda =  -0.3673974 
## Iteration 18 lambda =  -0.3674026 
## Iteration 19 lambda =  -0.3674052 
## Iteration 20 lambda =  -0.3674065 
## Iteration 21 lambda =  -0.3674072 
## Iteration 22 lambda =  -0.3674075 
## Iteration 23 lambda =  -0.3674077 
## Iteration 24 lambda =  -0.3674078 
## Iteration 1 lambda =  0.3114114 
## Iteration 2 lambda =  -0.03288288 
## Iteration 3 lambda =  -0.20503 
## Iteration 4 lambda =  -0.2911036 
## Iteration 5 lambda =  -0.3341404 
## Iteration 6 lambda =  -0.3556588 
## Iteration 7 lambda =  -0.366418 
## Iteration 8 lambda =  -0.3717976 
## Iteration 9 lambda =  -0.3744874 
## Iteration 10 lambda =  -0.3758323 
## Iteration 11 lambda =  -0.3765047 
## Iteration 12 lambda =  -0.376841 
## Iteration 13 lambda =  -0.3770091 
## Iteration 14 lambda =  -0.3770931 
## Iteration 15 lambda =  -0.3771351 
## Iteration 16 lambda =  -0.3771562 
## Iteration 17 lambda =  -0.3771667 
## Iteration 18 lambda =  -0.3771719 
## Iteration 19 lambda =  -0.3771745 
## Iteration 20 lambda =  -0.3771759 
## Iteration 21 lambda =  -0.3771765 
## Iteration 22 lambda =  -0.3771768 
## Iteration 23 lambda =  -0.377177 
## Iteration 24 lambda =  -0.3771771 
## Iteration 1 lambda =  0.3488655 
## Iteration 2 lambda =  0.0232982 
## Iteration 3 lambda =  -0.1394854 
## Iteration 4 lambda =  -0.2208773 
## Iteration 5 lambda =  -0.2615732 
## Iteration 6 lambda =  -0.2819211 
## Iteration 7 lambda =  -0.2920951 
## Iteration 8 lambda =  -0.2971821 
## Iteration 9 lambda =  -0.2997256 
## Iteration 10 lambda =  -0.3009973 
## Iteration 11 lambda =  -0.3016332 
## Iteration 12 lambda =  -0.3019511 
## Iteration 13 lambda =  -0.3021101 
## Iteration 14 lambda =  -0.3021896 
## Iteration 15 lambda =  -0.3022293 
## Iteration 16 lambda =  -0.3022492 
## Iteration 17 lambda =  -0.3022591 
## Iteration 18 lambda =  -0.3022641 
## Iteration 19 lambda =  -0.3022666 
## Iteration 20 lambda =  -0.3022678 
## Iteration 21 lambda =  -0.3022685 
## Iteration 22 lambda =  -0.3022688 
## Iteration 23 lambda =  -0.3022689 
## Iteration 24 lambda =  -0.302269 
## Iteration 1 lambda =  0.5315588 
## Iteration 2 lambda =  0.4847147 
## Iteration 3 lambda =  0.4800303 
## Iteration 4 lambda =  0.4795619 
## Iteration 5 lambda =  0.479515 
## Iteration 6 lambda =  0.4795103 
## Iteration 7 lambda =  0.4795099 
## Iteration 8 lambda =  0.4795098 
## Iteration 1 lambda =  0.5768819 
## Iteration 2 lambda =  0.5345701 
## Iteration 3 lambda =  0.5303389 
## Iteration 4 lambda =  0.5299158 
## Iteration 5 lambda =  0.5298735 
## Iteration 6 lambda =  0.5298693 
## Iteration 7 lambda =  0.5298688 
## Iteration 8 lambda =  0.5298688 
## Iteration 1 lambda =  0.596427 
## Iteration 2 lambda =  0.5560697 
## Iteration 3 lambda =  0.552034 
## Iteration 4 lambda =  0.5516304 
## Iteration 5 lambda =  0.55159 
## Iteration 6 lambda =  0.551586 
## Iteration 7 lambda =  0.5515856 
## Iteration 8 lambda =  0.5515856 
## Iteration 1 lambda =  0.528417 
## Iteration 2 lambda =  0.4812586 
## Iteration 3 lambda =  0.4765428 
## Iteration 4 lambda =  0.4760712 
## Iteration 5 lambda =  0.4760241 
## Iteration 6 lambda =  0.4760194 
## Iteration 7 lambda =  0.4760189 
## Iteration 8 lambda =  0.4760188 
## Iteration 1 lambda =  0.5369762 
## Iteration 2 lambda =  0.4906738 
## Iteration 3 lambda =  0.4860436 
## Iteration 4 lambda =  0.4855805 
## Iteration 5 lambda =  0.4855342 
## Iteration 6 lambda =  0.4855296 
## Iteration 7 lambda =  0.4855291 
## Iteration 8 lambda =  0.4855291 
## Iteration 1 lambda =  0.584444 
## Iteration 2 lambda =  0.5428884 
## Iteration 3 lambda =  0.5387329 
## Iteration 4 lambda =  0.5383173 
## Iteration 5 lambda =  0.5382757 
## Iteration 6 lambda =  0.5382716 
## Iteration 7 lambda =  0.5382712 
## Iteration 8 lambda =  0.5382711 
## Iteration 1 lambda =  0.5540773 
## Iteration 2 lambda =  0.509485 
## Iteration 3 lambda =  0.5050258 
## Iteration 4 lambda =  0.5045799 
## Iteration 5 lambda =  0.5045353 
## Iteration 6 lambda =  0.5045308 
## Iteration 7 lambda =  0.5045304 
## Iteration 8 lambda =  0.5045303 
## Iteration 1 lambda =  0.585654 
## Iteration 2 lambda =  0.5442194 
## Iteration 3 lambda =  0.540076 
## Iteration 4 lambda =  0.5396616 
## Iteration 5 lambda =  0.5396202 
## Iteration 6 lambda =  0.539616 
## Iteration 7 lambda =  0.5396156 
## Iteration 8 lambda =  0.5396156 
## Iteration 1 lambda =  0.5734974 
## Iteration 2 lambda =  0.5308472 
## Iteration 3 lambda =  0.5265822 
## Iteration 4 lambda =  0.5261557 
## Iteration 5 lambda =  0.526113 
## Iteration 6 lambda =  0.5261088 
## Iteration 7 lambda =  0.5261083 
## Iteration 8 lambda =  0.5261083 
## Iteration 1 lambda =  0.5341506 
## Iteration 2 lambda =  0.4875656 
## Iteration 3 lambda =  0.4829071 
## Iteration 4 lambda =  0.4824413 
## Iteration 5 lambda =  0.4823947 
## Iteration 6 lambda =  0.48239 
## Iteration 7 lambda =  0.4823896 
## Iteration 8 lambda =  0.4823895 
## Iteration 1 lambda =  0.4999284 
## Iteration 2 lambda =  0.4499212 
## Iteration 3 lambda =  0.4449205 
## Iteration 4 lambda =  0.4444204 
## Iteration 5 lambda =  0.4443704 
## Iteration 6 lambda =  0.4443654 
## Iteration 7 lambda =  0.4443649 
## Iteration 8 lambda =  0.4443649 
## Iteration 1 lambda =  0.4781406 
## Iteration 2 lambda =  0.4259547 
## Iteration 3 lambda =  0.4207361 
## Iteration 4 lambda =  0.4202142 
## Iteration 5 lambda =  0.4201621 
## Iteration 6 lambda =  0.4201568 
## Iteration 7 lambda =  0.4201563 
## Iteration 8 lambda =  0.4201563 
## Iteration 1 lambda =  0.5166485 
## Iteration 2 lambda =  0.4683134 
## Iteration 3 lambda =  0.4634799 
## Iteration 4 lambda =  0.4629965 
## Iteration 5 lambda =  0.4629482 
## Iteration 6 lambda =  0.4629433 
## Iteration 7 lambda =  0.4629429 
## Iteration 8 lambda =  0.4629428 
## Iteration 1 lambda =  0.5333111 
## Iteration 2 lambda =  0.4866423 
## Iteration 3 lambda =  0.4819754 
## Iteration 4 lambda =  0.4815087 
## Iteration 5 lambda =  0.481462 
## Iteration 6 lambda =  0.4814573 
## Iteration 7 lambda =  0.4814569 
## Iteration 8 lambda =  0.4814568 
## Iteration 1 lambda =  0.545891 
## Iteration 2 lambda =  0.5004801 
## Iteration 3 lambda =  0.495939 
## Iteration 4 lambda =  0.4954849 
## Iteration 5 lambda =  0.4954395 
## Iteration 6 lambda =  0.495435 
## Iteration 7 lambda =  0.4954345 
## Iteration 8 lambda =  0.4954345 
## Iteration 1 lambda =  0.5527749 
## Iteration 2 lambda =  0.5080524 
## Iteration 3 lambda =  0.5035802 
## Iteration 4 lambda =  0.5031329 
## Iteration 5 lambda =  0.5030882 
## Iteration 6 lambda =  0.5030837 
## Iteration 7 lambda =  0.5030833 
## Iteration 8 lambda =  0.5030833 
## Iteration 1 lambda =  0.4818195 
## Iteration 2 lambda =  0.4300014 
## Iteration 3 lambda =  0.4248196 
## Iteration 4 lambda =  0.4243014 
## Iteration 5 lambda =  0.4242496 
## Iteration 6 lambda =  0.4242444 
## Iteration 7 lambda =  0.4242439 
## Iteration 8 lambda =  0.4242439 
## Iteration 1 lambda =  0.4902808 
## Iteration 2 lambda =  0.4393089 
## Iteration 3 lambda =  0.4342117 
## Iteration 4 lambda =  0.433702 
## Iteration 5 lambda =  0.433651 
## Iteration 6 lambda =  0.4336459 
## Iteration 7 lambda =  0.4336454 
## Iteration 8 lambda =  0.4336454 
## Iteration 1 lambda =  0.4499052 
## Iteration 2 lambda =  0.3948958 
## Iteration 3 lambda =  0.3893948 
## Iteration 4 lambda =  0.3888447 
## Iteration 5 lambda =  0.3887897 
## Iteration 6 lambda =  0.3887842 
## Iteration 7 lambda =  0.3887837 
## Iteration 8 lambda =  0.3887836 
## Iteration 1 lambda =  0.5912247 
## Iteration 2 lambda =  0.5503472 
## Iteration 3 lambda =  0.5462594 
## Iteration 4 lambda =  0.5458506 
## Iteration 5 lambda =  0.5458097 
## Iteration 6 lambda =  0.5458057 
## Iteration 7 lambda =  0.5458053 
## Iteration 8 lambda =  0.5458052 
## Iteration 1 lambda =  0.4795806 
## Iteration 2 lambda =  0.4275386 
## Iteration 3 lambda =  0.4223344 
## Iteration 4 lambda =  0.421814 
## Iteration 5 lambda =  0.421762 
## Iteration 6 lambda =  0.4217568 
## Iteration 7 lambda =  0.4217563 
## Iteration 8 lambda =  0.4217562 
## Iteration 1 lambda =  0.577931 
## Iteration 2 lambda =  0.5357241 
## Iteration 3 lambda =  0.5315034 
## Iteration 4 lambda =  0.5310813 
## Iteration 5 lambda =  0.5310391 
## Iteration 6 lambda =  0.5310349 
## Iteration 7 lambda =  0.5310345 
## Iteration 8 lambda =  0.5310345 
## Iteration 1 lambda =  0.5332385 
## Iteration 2 lambda =  0.4865624 
## Iteration 3 lambda =  0.4818948 
## Iteration 4 lambda =  0.481428 
## Iteration 5 lambda =  0.4813813 
## Iteration 6 lambda =  0.4813767 
## Iteration 7 lambda =  0.4813762 
## Iteration 8 lambda =  0.4813761 
## Iteration 1 lambda =  0.5438698 
## Iteration 2 lambda =  0.4982567 
## Iteration 3 lambda =  0.4936954 
## Iteration 4 lambda =  0.4932393 
## Iteration 5 lambda =  0.4931937 
## Iteration 6 lambda =  0.4931891 
## Iteration 7 lambda =  0.4931887 
## Iteration 8 lambda =  0.4931886 
## Iteration 1 lambda =  0.6388478 
## Iteration 2 lambda =  0.6027325 
## Iteration 3 lambda =  0.599121 
## Iteration 4 lambda =  0.5987599 
## Iteration 5 lambda =  0.5987238 
## Iteration 6 lambda =  0.5987201 
## Iteration 7 lambda =  0.5987198 
## Iteration 8 lambda =  0.5987197 
## Iteration 1 lambda =  0.5469838 
## Iteration 2 lambda =  0.5016822 
## Iteration 3 lambda =  0.497152 
## Iteration 4 lambda =  0.496699 
## Iteration 5 lambda =  0.4966537 
## Iteration 6 lambda =  0.4966492 
## Iteration 7 lambda =  0.4966487 
## Iteration 8 lambda =  0.4966487 
## Iteration 1 lambda =  0.5197317 
## Iteration 2 lambda =  0.4717049 
## Iteration 3 lambda =  0.4669022 
## Iteration 4 lambda =  0.4664219 
## Iteration 5 lambda =  0.4663739 
## Iteration 6 lambda =  0.4663691 
## Iteration 7 lambda =  0.4663686 
## Iteration 8 lambda =  0.4663685 
## Iteration 1 lambda =  0.5187392 
## Iteration 2 lambda =  0.4706131 
## Iteration 3 lambda =  0.4658005 
## Iteration 4 lambda =  0.4653192 
## Iteration 5 lambda =  0.4652711 
## Iteration 6 lambda =  0.4652663 
## Iteration 7 lambda =  0.4652658 
## Iteration 8 lambda =  0.4652657 
## Iteration 1 lambda =  0.5836279 
## Iteration 2 lambda =  0.5419907 
## Iteration 3 lambda =  0.537827 
## Iteration 4 lambda =  0.5374106 
## Iteration 5 lambda =  0.537369 
## Iteration 6 lambda =  0.5373648 
## Iteration 7 lambda =  0.5373644 
## Iteration 8 lambda =  0.5373643 
## Iteration 1 lambda =  0.5693394 
## Iteration 2 lambda =  0.5262733 
## Iteration 3 lambda =  0.5219667 
## Iteration 4 lambda =  0.521536 
## Iteration 5 lambda =  0.521493 
## Iteration 6 lambda =  0.5214887 
## Iteration 7 lambda =  0.5214882 
## Iteration 8 lambda =  0.5214882 
## Iteration 1 lambda =  0.5570023 
## Iteration 2 lambda =  0.5127025 
## Iteration 3 lambda =  0.5082726 
## Iteration 4 lambda =  0.5078296 
## Iteration 5 lambda =  0.5077853 
## Iteration 6 lambda =  0.5077808 
## Iteration 7 lambda =  0.5077804 
## Iteration 8 lambda =  0.5077803 
## Iteration 1 lambda =  0.5279407 
## Iteration 2 lambda =  0.4807348 
## Iteration 3 lambda =  0.4760142 
## Iteration 4 lambda =  0.4755422 
## Iteration 5 lambda =  0.475495 
## Iteration 6 lambda =  0.4754902 
## Iteration 7 lambda =  0.4754898 
## Iteration 8 lambda =  0.4754897 
## Iteration 1 lambda =  0.5387315 
## Iteration 2 lambda =  0.4926046 
## Iteration 3 lambda =  0.487992 
## Iteration 4 lambda =  0.4875307 
## Iteration 5 lambda =  0.4874846 
## Iteration 6 lambda =  0.48748 
## Iteration 7 lambda =  0.4874795 
## Iteration 8 lambda =  0.4874794 
## Iteration 1 lambda =  0.5295204 
## Iteration 2 lambda =  0.4824725 
## Iteration 3 lambda =  0.4777677 
## Iteration 4 lambda =  0.4772972 
## Iteration 5 lambda =  0.4772502 
## Iteration 6 lambda =  0.4772455 
## Iteration 7 lambda =  0.477245 
## Iteration 8 lambda =  0.4772449 
## Iteration 1 lambda =  0.5971398 
## Iteration 2 lambda =  0.5568538 
## Iteration 3 lambda =  0.5528252 
## Iteration 4 lambda =  0.5524223 
## Iteration 5 lambda =  0.552382 
## Iteration 6 lambda =  0.552378 
## Iteration 7 lambda =  0.5523776 
## Iteration 8 lambda =  0.5523776 
## Iteration 1 lambda =  0.5501047 
## Iteration 2 lambda =  0.5051152 
## Iteration 3 lambda =  0.5006163 
## Iteration 4 lambda =  0.5001664 
## Iteration 5 lambda =  0.5001214 
## Iteration 6 lambda =  0.5001169 
## Iteration 7 lambda =  0.5001164 
## Iteration 8 lambda =  0.5001164 
## Iteration 1 lambda =  0.5474609 
## Iteration 2 lambda =  0.502207 
## Iteration 3 lambda =  0.4976816 
## Iteration 4 lambda =  0.4972291 
## Iteration 5 lambda =  0.4971839 
## Iteration 6 lambda =  0.4971793 
## Iteration 7 lambda =  0.4971789 
## Iteration 8 lambda =  0.4971788 
## Iteration 1 lambda =  0.5798256 
## Iteration 2 lambda =  0.5378082 
## Iteration 3 lambda =  0.5336064 
## Iteration 4 lambda =  0.5331863 
## Iteration 5 lambda =  0.5331442 
## Iteration 6 lambda =  0.53314 
## Iteration 7 lambda =  0.5331396 
## Iteration 8 lambda =  0.5331396 
## Iteration 1 lambda =  0.5118334 
## Iteration 2 lambda =  0.4630167 
## Iteration 3 lambda =  0.458135 
## Iteration 4 lambda =  0.4576469 
## Iteration 5 lambda =  0.457598 
## Iteration 6 lambda =  0.4575932 
## Iteration 7 lambda =  0.4575927 
## Iteration 8 lambda =  0.4575926 
## Iteration 1 lambda =  0.5584628 
## Iteration 2 lambda =  0.5143091 
## Iteration 3 lambda =  0.5098937 
## Iteration 4 lambda =  0.5094522 
## Iteration 5 lambda =  0.5094081 
## Iteration 6 lambda =  0.5094036 
## Iteration 7 lambda =  0.5094032 
## Iteration 8 lambda =  0.5094032 
## Iteration 1 lambda =  0.5441132 
## Iteration 2 lambda =  0.4985245 
## Iteration 3 lambda =  0.4939656 
## Iteration 4 lambda =  0.4935098 
## Iteration 5 lambda =  0.4934642 
## Iteration 6 lambda =  0.4934596 
## Iteration 7 lambda =  0.4934592 
## Iteration 8 lambda =  0.4934591 
## Iteration 1 lambda =  0.5849087 
## Iteration 2 lambda =  0.5433996 
## Iteration 3 lambda =  0.5392487 
## Iteration 4 lambda =  0.5388336 
## Iteration 5 lambda =  0.5387921 
## Iteration 6 lambda =  0.5387879 
## Iteration 7 lambda =  0.5387875 
## Iteration 8 lambda =  0.5387874 
## Iteration 1 lambda =  0.5727596 
## Iteration 2 lambda =  0.5300355 
## Iteration 3 lambda =  0.5257631 
## Iteration 4 lambda =  0.5253359 
## Iteration 5 lambda =  0.5252932 
## Iteration 6 lambda =  0.5252889 
## Iteration 7 lambda =  0.5252885 
## Iteration 8 lambda =  0.5252884 
## Iteration 1 lambda =  0.5254144 
## Iteration 2 lambda =  0.4779558 
## Iteration 3 lambda =  0.47321 
## Iteration 4 lambda =  0.4727354 
## Iteration 5 lambda =  0.4726879 
## Iteration 6 lambda =  0.4726832 
## Iteration 7 lambda =  0.4726827 
## Iteration 8 lambda =  0.4726827 
## Iteration 1 lambda =  0.5135684 
## Iteration 2 lambda =  0.4649252 
## Iteration 3 lambda =  0.4600609 
## Iteration 4 lambda =  0.4595745 
## Iteration 5 lambda =  0.4595258 
## Iteration 6 lambda =  0.459521 
## Iteration 7 lambda =  0.4595205 
## Iteration 8 lambda =  0.4595204 
## Iteration 1 lambda =  0.5850912 
## Iteration 2 lambda =  0.5436004 
## Iteration 3 lambda =  0.5394513 
## Iteration 4 lambda =  0.5390364 
## Iteration 5 lambda =  0.5389949 
## Iteration 6 lambda =  0.5389907 
## Iteration 7 lambda =  0.5389903 
## Iteration 8 lambda =  0.5389903 
## Iteration 1 lambda =  0.5935521 
## Iteration 2 lambda =  0.5529073 
## Iteration 3 lambda =  0.5488429 
## Iteration 4 lambda =  0.5484364 
## Iteration 5 lambda =  0.5483958 
## Iteration 6 lambda =  0.5483917 
## Iteration 7 lambda =  0.5483913 
## Iteration 8 lambda =  0.5483912 
## Iteration 1 lambda =  0.5708277 
## Iteration 2 lambda =  0.5279105 
## Iteration 3 lambda =  0.5236187 
## Iteration 4 lambda =  0.5231896 
## Iteration 5 lambda =  0.5231466 
## Iteration 6 lambda =  0.5231423 
## Iteration 7 lambda =  0.5231419 
## Iteration 8 lambda =  0.5231419 
## Iteration 1 lambda =  0.5443991 
## Iteration 2 lambda =  0.4988391 
## Iteration 3 lambda =  0.494283 
## Iteration 4 lambda =  0.4938274 
## Iteration 5 lambda =  0.4937819 
## Iteration 6 lambda =  0.4937773 
## Iteration 7 lambda =  0.4937769 
## Iteration 8 lambda =  0.4937768 
## Iteration 1 lambda =  0.5042149 
## Iteration 2 lambda =  0.4546364 
## Iteration 3 lambda =  0.4496785 
## Iteration 4 lambda =  0.4491828 
## Iteration 5 lambda =  0.4491332 
## Iteration 6 lambda =  0.4491282 
## Iteration 7 lambda =  0.4491277 
## Iteration 8 lambda =  0.4491277 
## Iteration 1 lambda =  0.5784995 
## Iteration 2 lambda =  0.5363494 
## Iteration 3 lambda =  0.5321344 
## Iteration 4 lambda =  0.5317129 
## Iteration 5 lambda =  0.5316708 
## Iteration 6 lambda =  0.5316666 
## Iteration 7 lambda =  0.5316661 
## Iteration 8 lambda =  0.5316661 
## Iteration 1 lambda =  0.4919995 
## Iteration 2 lambda =  0.4411995 
## Iteration 3 lambda =  0.4361195 
## Iteration 4 lambda =  0.4356115 
## Iteration 5 lambda =  0.4355607 
## Iteration 6 lambda =  0.4355556 
## Iteration 7 lambda =  0.4355551 
## Iteration 8 lambda =  0.435555 
## Iteration 1 lambda =  0.5645605 
## Iteration 2 lambda =  0.5210165 
## Iteration 3 lambda =  0.5166621 
## Iteration 4 lambda =  0.5162267 
## Iteration 5 lambda =  0.5161831 
## Iteration 6 lambda =  0.5161788 
## Iteration 7 lambda =  0.5161784 
## Iteration 8 lambda =  0.5161783 
## Iteration 1 lambda =  0.5424694 
## Iteration 2 lambda =  0.4967163 
## Iteration 3 lambda =  0.492141 
## Iteration 4 lambda =  0.4916835 
## Iteration 5 lambda =  0.4916378 
## Iteration 6 lambda =  0.4916332 
## Iteration 7 lambda =  0.4916327 
## Iteration 8 lambda =  0.4916327 
## Iteration 1 lambda =  0.5510614 
## Iteration 2 lambda =  0.5061676 
## Iteration 3 lambda =  0.5016782 
## Iteration 4 lambda =  0.5012292 
## Iteration 5 lambda =  0.5011844 
## Iteration 6 lambda =  0.5011799 
## Iteration 7 lambda =  0.5011794 
## Iteration 8 lambda =  0.5011794 
## Iteration 1 lambda =  0.5631311 
## Iteration 2 lambda =  0.5194442 
## Iteration 3 lambda =  0.5150755 
## Iteration 4 lambda =  0.5146387 
## Iteration 5 lambda =  0.514595 
## Iteration 6 lambda =  0.5145906 
## Iteration 7 lambda =  0.5145902 
## Iteration 8 lambda =  0.5145901 
## Iteration 1 lambda =  0.6635483 
## Iteration 2 lambda =  0.6299031 
## Iteration 3 lambda =  0.6265386 
## Iteration 4 lambda =  0.6262022 
## Iteration 5 lambda =  0.6261685 
## Iteration 6 lambda =  0.6261652 
## Iteration 7 lambda =  0.6261648 
## Iteration 8 lambda =  0.6261648 
## Iteration 1 lambda =  0.4501926 
## Iteration 2 lambda =  0.3952118 
## Iteration 3 lambda =  0.3897138 
## Iteration 4 lambda =  0.389164 
## Iteration 5 lambda =  0.389109 
## Iteration 6 lambda =  0.3891035 
## Iteration 7 lambda =  0.3891029 
## Iteration 8 lambda =  0.3891029 
## Iteration 1 lambda =  0.5368695 
## Iteration 2 lambda =  0.4905564 
## Iteration 3 lambda =  0.4859251 
## Iteration 4 lambda =  0.485462 
## Iteration 5 lambda =  0.4854157 
## Iteration 6 lambda =  0.485411 
## Iteration 7 lambda =  0.4854106 
## Iteration 8 lambda =  0.4854105 
## Iteration 1 lambda =  0.5287958 
## Iteration 2 lambda =  0.4816753 
## Iteration 3 lambda =  0.4769633 
## Iteration 4 lambda =  0.4764921 
## Iteration 5 lambda =  0.476445 
## Iteration 6 lambda =  0.4764403 
## Iteration 7 lambda =  0.4764398 
## Iteration 8 lambda =  0.4764397 
## Iteration 1 lambda =  0.5317657 
## Iteration 2 lambda =  0.4849423 
## Iteration 3 lambda =  0.4802599 
## Iteration 4 lambda =  0.4797917 
## Iteration 5 lambda =  0.4797449 
## Iteration 6 lambda =  0.4797402 
## Iteration 7 lambda =  0.4797397 
## Iteration 8 lambda =  0.4797397 
## Iteration 1 lambda =  0.5243552 
## Iteration 2 lambda =  0.4767908 
## Iteration 3 lambda =  0.4720343 
## Iteration 4 lambda =  0.4715587 
## Iteration 5 lambda =  0.4715111 
## Iteration 6 lambda =  0.4715064 
## Iteration 7 lambda =  0.4715059 
## Iteration 8 lambda =  0.4715058 
## Iteration 1 lambda =  0.5779875 
## Iteration 2 lambda =  0.5357863 
## Iteration 3 lambda =  0.5315662 
## Iteration 4 lambda =  0.5311442 
## Iteration 5 lambda =  0.531102 
## Iteration 6 lambda =  0.5310977 
## Iteration 7 lambda =  0.5310973 
## Iteration 8 lambda =  0.5310973 
## Iteration 1 lambda =  0.4986006 
## Iteration 2 lambda =  0.4484607 
## Iteration 3 lambda =  0.4434467 
## Iteration 4 lambda =  0.4429453 
## Iteration 5 lambda =  0.4428951 
## Iteration 6 lambda =  0.4428901 
## Iteration 7 lambda =  0.4428896 
## Iteration 8 lambda =  0.4428896 
## Iteration 1 lambda =  0.5401635 
## Iteration 2 lambda =  0.4941799 
## Iteration 3 lambda =  0.4895815 
## Iteration 4 lambda =  0.4891217 
## Iteration 5 lambda =  0.4890757 
## Iteration 6 lambda =  0.4890711 
## Iteration 7 lambda =  0.4890706 
## Iteration 8 lambda =  0.4890706 
## Iteration 1 lambda =  0.5060977 
## Iteration 2 lambda =  0.4567075 
## Iteration 3 lambda =  0.4517685 
## Iteration 4 lambda =  0.4512746 
## Iteration 5 lambda =  0.4512252 
## Iteration 6 lambda =  0.4512203 
## Iteration 7 lambda =  0.4512198 
## Iteration 8 lambda =  0.4512197 
## Iteration 1 lambda =  0.5827364 
## Iteration 2 lambda =  0.54101 
## Iteration 3 lambda =  0.5368374 
## Iteration 4 lambda =  0.5364201 
## Iteration 5 lambda =  0.5363784 
## Iteration 6 lambda =  0.5363742 
## Iteration 7 lambda =  0.5363738 
## Iteration 8 lambda =  0.5363738 
## Iteration 1 lambda =  0.5008466 
## Iteration 2 lambda =  0.4509313 
## Iteration 3 lambda =  0.4459397 
## Iteration 4 lambda =  0.4454406 
## Iteration 5 lambda =  0.4453907 
## Iteration 6 lambda =  0.4453857 
## Iteration 7 lambda =  0.4453852 
## Iteration 8 lambda =  0.4453851 
## Iteration 1 lambda =  0.5209963 
## Iteration 2 lambda =  0.4730959 
## Iteration 3 lambda =  0.4683059 
## Iteration 4 lambda =  0.4678269 
## Iteration 5 lambda =  0.467779 
## Iteration 6 lambda =  0.4677742 
## Iteration 7 lambda =  0.4677737 
## Iteration 8 lambda =  0.4677737 
## Iteration 1 lambda =  0.5207515 
## Iteration 2 lambda =  0.4728267 
## Iteration 3 lambda =  0.4680342 
## Iteration 4 lambda =  0.4675549 
## Iteration 5 lambda =  0.467507 
## Iteration 6 lambda =  0.4675022 
## Iteration 7 lambda =  0.4675017 
## Iteration 8 lambda =  0.4675017 
## Iteration 1 lambda =  0.497895 
## Iteration 2 lambda =  0.4476845 
## Iteration 3 lambda =  0.4426635 
## Iteration 4 lambda =  0.4421614 
## Iteration 5 lambda =  0.4421112 
## Iteration 6 lambda =  0.4421061 
## Iteration 7 lambda =  0.4421056 
## Iteration 8 lambda =  0.4421056 
## Iteration 1 lambda =  0.6150466 
## Iteration 2 lambda =  0.5765512 
## Iteration 3 lambda =  0.5727017 
## Iteration 4 lambda =  0.5723167 
## Iteration 5 lambda =  0.5722782 
## Iteration 6 lambda =  0.5722744 
## Iteration 7 lambda =  0.572274 
## Iteration 8 lambda =  0.572274 
## Iteration 1 lambda =  0.5393314 
## Iteration 2 lambda =  0.4932645 
## Iteration 3 lambda =  0.4886578 
## Iteration 4 lambda =  0.4881971 
## Iteration 5 lambda =  0.4881511 
## Iteration 6 lambda =  0.4881465 
## Iteration 7 lambda =  0.488146 
## Iteration 8 lambda =  0.488146 
## Iteration 1 lambda =  0.5938935 
## Iteration 2 lambda =  0.5532828 
## Iteration 3 lambda =  0.5492218 
## Iteration 4 lambda =  0.5488157 
## Iteration 5 lambda =  0.5487751 
## Iteration 6 lambda =  0.548771 
## Iteration 7 lambda =  0.5487706 
## Iteration 8 lambda =  0.5487706 
## Iteration 1 lambda =  0.5634321 
## Iteration 2 lambda =  0.5197753 
## Iteration 3 lambda =  0.5154097 
## Iteration 4 lambda =  0.5149731 
## Iteration 5 lambda =  0.5149294 
## Iteration 6 lambda =  0.5149251 
## Iteration 7 lambda =  0.5149246 
## Iteration 8 lambda =  0.5149246 
## Iteration 1 lambda =  0.5599914 
## Iteration 2 lambda =  0.5159906 
## Iteration 3 lambda =  0.5115905 
## Iteration 4 lambda =  0.5111505 
## Iteration 5 lambda =  0.5111065 
## Iteration 6 lambda =  0.5111021 
## Iteration 7 lambda =  0.5111016 
## Iteration 8 lambda =  0.5111016 
## Iteration 1 lambda =  0.5728471 
## Iteration 2 lambda =  0.5301319 
## Iteration 3 lambda =  0.5258603 
## Iteration 4 lambda =  0.5254332 
## Iteration 5 lambda =  0.5253905 
## Iteration 6 lambda =  0.5253862 
## Iteration 7 lambda =  0.5253858 
## Iteration 8 lambda =  0.5253857 
## Iteration 1 lambda =  0.5345821 
## Iteration 2 lambda =  0.4880403 
## Iteration 3 lambda =  0.4833861 
## Iteration 4 lambda =  0.4829207 
## Iteration 5 lambda =  0.4828742 
## Iteration 6 lambda =  0.4828695 
## Iteration 7 lambda =  0.4828691 
## Iteration 8 lambda =  0.482869 
## Iteration 1 lambda =  0.6322709 
## Iteration 2 lambda =  0.595498 
## Iteration 3 lambda =  0.5918207 
## Iteration 4 lambda =  0.591453 
## Iteration 5 lambda =  0.5914162 
## Iteration 6 lambda =  0.5914126 
## Iteration 7 lambda =  0.5914122 
## Iteration 8 lambda =  0.5914122 
## Iteration 1 lambda =  0.513562 
## Iteration 2 lambda =  0.4649182 
## Iteration 3 lambda =  0.4600538 
## Iteration 4 lambda =  0.4595674 
## Iteration 5 lambda =  0.4595187 
## Iteration 6 lambda =  0.4595139 
## Iteration 7 lambda =  0.4595134 
## Iteration 8 lambda =  0.4595133 
## Iteration 1 lambda =  0.4998349 
## Iteration 2 lambda =  0.4498184 
## Iteration 3 lambda =  0.4448168 
## Iteration 4 lambda =  0.4443166 
## Iteration 5 lambda =  0.4442666 
## Iteration 6 lambda =  0.4442616 
## Iteration 7 lambda =  0.4442611 
## Iteration 8 lambda =  0.4442611 
## Iteration 1 lambda =  0.5079007 
## Iteration 2 lambda =  0.4586907 
## Iteration 3 lambda =  0.4537697 
## Iteration 4 lambda =  0.4532776 
## Iteration 5 lambda =  0.4532284 
## Iteration 6 lambda =  0.4532235 
## Iteration 7 lambda =  0.453223 
## Iteration 8 lambda =  0.453223 
## Iteration 1 lambda =  0.5875122 
## Iteration 2 lambda =  0.5462634 
## Iteration 3 lambda =  0.5421385 
## Iteration 4 lambda =  0.541726 
## Iteration 5 lambda =  0.5416848 
## Iteration 6 lambda =  0.5416806 
## Iteration 7 lambda =  0.5416802 
## Iteration 8 lambda =  0.5416802 
## Iteration 1 lambda =  0.5733847 
## Iteration 2 lambda =  0.5307231 
## Iteration 3 lambda =  0.526457 
## Iteration 4 lambda =  0.5260303 
## Iteration 5 lambda =  0.5259877 
## Iteration 6 lambda =  0.5259834 
## Iteration 7 lambda =  0.525983 
## Iteration 8 lambda =  0.525983 
## Iteration 1 lambda =  0.5146605 
## Iteration 2 lambda =  0.4661265 
## Iteration 3 lambda =  0.4612732 
## Iteration 4 lambda =  0.4607878 
## Iteration 5 lambda =  0.4607393 
## Iteration 6 lambda =  0.4607344 
## Iteration 7 lambda =  0.4607339 
## Iteration 8 lambda =  0.4607339 
## Iteration 1 lambda =  0.5114895 
## Iteration 2 lambda =  0.4626385 
## Iteration 3 lambda =  0.4577534 
## Iteration 4 lambda =  0.4572649 
## Iteration 5 lambda =  0.457216 
## Iteration 6 lambda =  0.4572111 
## Iteration 7 lambda =  0.4572107 
## Iteration 8 lambda =  0.4572106 
## Iteration 1 lambda =  0.5315541 
## Iteration 2 lambda =  0.4847095 
## Iteration 3 lambda =  0.4800251 
## Iteration 4 lambda =  0.4795566 
## Iteration 5 lambda =  0.4795098 
## Iteration 6 lambda =  0.4795051 
## Iteration 7 lambda =  0.4795046 
## Iteration 8 lambda =  0.4795046 
## Iteration 1 lambda =  0.5364987 
## Iteration 2 lambda =  0.4901486 
## Iteration 3 lambda =  0.4855135 
## Iteration 4 lambda =  0.48505 
## Iteration 5 lambda =  0.4850037 
## Iteration 6 lambda =  0.4849991 
## Iteration 7 lambda =  0.4849986 
## Iteration 8 lambda =  0.4849985 
## Iteration 1 lambda =  0.4748854 
## Iteration 2 lambda =  0.422374 
## Iteration 3 lambda =  0.4171228 
## Iteration 4 lambda =  0.4165977 
## Iteration 5 lambda =  0.4165452 
## Iteration 6 lambda =  0.4165399 
## Iteration 7 lambda =  0.4165394 
## Iteration 8 lambda =  0.4165394 
## Iteration 1 lambda =  0.6176331 
## Iteration 2 lambda =  0.5793964 
## Iteration 3 lambda =  0.5755728 
## Iteration 4 lambda =  0.5751904 
## Iteration 5 lambda =  0.5751522 
## Iteration 6 lambda =  0.5751483 
## Iteration 7 lambda =  0.575148 
## Iteration 8 lambda =  0.5751479 
## Iteration 1 lambda =  0.5575796 
## Iteration 2 lambda =  0.5133375 
## Iteration 3 lambda =  0.5089133 
## Iteration 4 lambda =  0.5084709 
## Iteration 5 lambda =  0.5084266 
## Iteration 6 lambda =  0.5084222 
## Iteration 7 lambda =  0.5084218 
## Iteration 8 lambda =  0.5084217 
## Iteration 1 lambda =  0.498462 
## Iteration 2 lambda =  0.4483082 
## Iteration 3 lambda =  0.4432928 
## Iteration 4 lambda =  0.4427913 
## Iteration 5 lambda =  0.4427411 
## Iteration 6 lambda =  0.4427361 
## Iteration 7 lambda =  0.4427356 
## Iteration 8 lambda =  0.4427355 
## Iteration 1 lambda =  0.5841608 
## Iteration 2 lambda =  0.5425769 
## Iteration 3 lambda =  0.5384185 
## Iteration 4 lambda =  0.5380027 
## Iteration 5 lambda =  0.5379611 
## Iteration 6 lambda =  0.537957 
## Iteration 7 lambda =  0.5379565 
## Iteration 8 lambda =  0.5379565 
## Iteration 1 lambda =  0.5299011 
## Iteration 2 lambda =  0.4828913 
## Iteration 3 lambda =  0.4781903 
## Iteration 4 lambda =  0.4777202 
## Iteration 5 lambda =  0.4776732 
## Iteration 6 lambda =  0.4776685 
## Iteration 7 lambda =  0.477668 
## Iteration 8 lambda =  0.4776679 
## Iteration 1 lambda =  0.4548068 
## Iteration 2 lambda =  0.4002874 
## Iteration 3 lambda =  0.3948355 
## Iteration 4 lambda =  0.3942903 
## Iteration 5 lambda =  0.3942358 
## Iteration 6 lambda =  0.3942303 
## Iteration 7 lambda =  0.3942298 
## Iteration 8 lambda =  0.3942297 
## Iteration 1 lambda =  0.4870388 
## Iteration 2 lambda =  0.4357427 
## Iteration 3 lambda =  0.4306131 
## Iteration 4 lambda =  0.4301002 
## Iteration 5 lambda =  0.4300489 
## Iteration 6 lambda =  0.4300437 
## Iteration 7 lambda =  0.4300432 
## Iteration 8 lambda =  0.4300432 
## Iteration 1 lambda =  0.5306191 
## Iteration 2 lambda =  0.483681 
## Iteration 3 lambda =  0.4789871 
## Iteration 4 lambda =  0.4785178 
## Iteration 5 lambda =  0.4784708 
## Iteration 6 lambda =  0.4784661 
## Iteration 7 lambda =  0.4784657 
## Iteration 8 lambda =  0.4784656 
## Iteration 1 lambda =  0.5562095 
## Iteration 2 lambda =  0.5118304 
## Iteration 3 lambda =  0.5073925 
## Iteration 4 lambda =  0.5069487 
## Iteration 5 lambda =  0.5069043 
## Iteration 6 lambda =  0.5068999 
## Iteration 7 lambda =  0.5068994 
## Iteration 8 lambda =  0.5068994 
## Iteration 1 lambda =  0.5024288 
## Iteration 2 lambda =  0.4526717 
## Iteration 3 lambda =  0.447696 
## Iteration 4 lambda =  0.4471984 
## Iteration 5 lambda =  0.4471487 
## Iteration 6 lambda =  0.4471437 
## Iteration 7 lambda =  0.4471432 
## Iteration 8 lambda =  0.4471431 
## Iteration 1 lambda =  0.5234147 
## Iteration 2 lambda =  0.4757562 
## Iteration 3 lambda =  0.4709903 
## Iteration 4 lambda =  0.4705138 
## Iteration 5 lambda =  0.4704661 
## Iteration 6 lambda =  0.4704613 
## Iteration 7 lambda =  0.4704609 
## Iteration 8 lambda =  0.4704608 
## Iteration 1 lambda =  0.5809046 
## Iteration 2 lambda =  0.538995 
## Iteration 3 lambda =  0.5348041 
## Iteration 4 lambda =  0.534385 
## Iteration 5 lambda =  0.5343431 
## Iteration 6 lambda =  0.5343389 
## Iteration 7 lambda =  0.5343384 
## Iteration 8 lambda =  0.5343384 
## Iteration 1 lambda =  0.566579 
## Iteration 2 lambda =  0.5232369 
## Iteration 3 lambda =  0.5189027 
## Iteration 4 lambda =  0.5184693 
## Iteration 5 lambda =  0.518426 
## Iteration 6 lambda =  0.5184216 
## Iteration 7 lambda =  0.5184212 
## Iteration 8 lambda =  0.5184212 
## Iteration 1 lambda =  0.5980396 
## Iteration 2 lambda =  0.5578436 
## Iteration 3 lambda =  0.553824 
## Iteration 4 lambda =  0.553422 
## Iteration 5 lambda =  0.5533818 
## Iteration 6 lambda =  0.5533778 
## Iteration 7 lambda =  0.5533774 
## Iteration 8 lambda =  0.5533773 
## Iteration 1 lambda =  0.4707296 
## Iteration 2 lambda =  0.4178026 
## Iteration 3 lambda =  0.4125099 
## Iteration 4 lambda =  0.4119806 
## Iteration 5 lambda =  0.4119277 
## Iteration 6 lambda =  0.4119224 
## Iteration 7 lambda =  0.4119219 
## Iteration 8 lambda =  0.4119218 
## Iteration 1 lambda =  0.4790704 
## Iteration 2 lambda =  0.4269774 
## Iteration 3 lambda =  0.4217681 
## Iteration 4 lambda =  0.4212472 
## Iteration 5 lambda =  0.4211951 
## Iteration 6 lambda =  0.4211899 
## Iteration 7 lambda =  0.4211894 
## Iteration 8 lambda =  0.4211893 
## Iteration 1 lambda =  0.5859801 
## Iteration 2 lambda =  0.5445781 
## Iteration 3 lambda =  0.5404379 
## Iteration 4 lambda =  0.5400239 
## Iteration 5 lambda =  0.5399825 
## Iteration 6 lambda =  0.5399783 
## Iteration 7 lambda =  0.5399779 
## Iteration 8 lambda =  0.5399779 
## Iteration 1 lambda =  0.562445 
## Iteration 2 lambda =  0.5186895 
## Iteration 3 lambda =  0.514314 
## Iteration 4 lambda =  0.5138764 
## Iteration 5 lambda =  0.5138327 
## Iteration 6 lambda =  0.5138283 
## Iteration 7 lambda =  0.5138278 
## Iteration 8 lambda =  0.5138278 
## Iteration 1 lambda =  0.5021423 
## Iteration 2 lambda =  0.4523565 
## Iteration 3 lambda =  0.447378 
## Iteration 4 lambda =  0.4468801 
## Iteration 5 lambda =  0.4468303 
## Iteration 6 lambda =  0.4468253 
## Iteration 7 lambda =  0.4468248 
## Iteration 8 lambda =  0.4468248 
## Iteration 1 lambda =  0.5783946 
## Iteration 2 lambda =  0.5362341 
## Iteration 3 lambda =  0.532018 
## Iteration 4 lambda =  0.5315964 
## Iteration 5 lambda =  0.5315542 
## Iteration 6 lambda =  0.53155 
## Iteration 7 lambda =  0.5315496 
## Iteration 8 lambda =  0.5315496 
## Iteration 1 lambda =  0.6271684 
## Iteration 2 lambda =  0.5898853 
## Iteration 3 lambda =  0.5861569 
## Iteration 4 lambda =  0.5857841 
## Iteration 5 lambda =  0.5857468 
## Iteration 6 lambda =  0.5857431 
## Iteration 7 lambda =  0.5857427 
## Iteration 8 lambda =  0.5857427 
## Iteration 1 lambda =  0.5987293 
## Iteration 2 lambda =  0.5586023 
## Iteration 3 lambda =  0.5545896 
## Iteration 4 lambda =  0.5541883 
## Iteration 5 lambda =  0.5541482 
## Iteration 6 lambda =  0.5541442 
## Iteration 7 lambda =  0.5541438 
## Iteration 8 lambda =  0.5541437 
## Iteration 1 lambda =  0.5367218 
## Iteration 2 lambda =  0.490394 
## Iteration 3 lambda =  0.4857612 
## Iteration 4 lambda =  0.4852979 
## Iteration 5 lambda =  0.4852516 
## Iteration 6 lambda =  0.4852469 
## Iteration 7 lambda =  0.4852465 
## Iteration 8 lambda =  0.4852464 
## Iteration 1 lambda =  0.5678924 
## Iteration 2 lambda =  0.5246817 
## Iteration 3 lambda =  0.5203606 
## Iteration 4 lambda =  0.5199285 
## Iteration 5 lambda =  0.5198853 
## Iteration 6 lambda =  0.5198809 
## Iteration 7 lambda =  0.5198805 
## Iteration 8 lambda =  0.5198805 
## Iteration 1 lambda =  0.5509582 
## Iteration 2 lambda =  0.506054 
## Iteration 3 lambda =  0.5015636 
## Iteration 4 lambda =  0.5011145 
## Iteration 5 lambda =  0.5010696 
## Iteration 6 lambda =  0.5010651 
## Iteration 7 lambda =  0.5010647 
## Iteration 8 lambda =  0.5010646 
## Iteration 1 lambda =  0.4784503 
## Iteration 2 lambda =  0.4262953 
## Iteration 3 lambda =  0.4210798 
## Iteration 4 lambda =  0.4205583 
## Iteration 5 lambda =  0.4205061 
## Iteration 6 lambda =  0.4205009 
## Iteration 7 lambda =  0.4205004 
## Iteration 8 lambda =  0.4205003 
## Iteration 1 lambda =  0.5663591 
## Iteration 2 lambda =  0.522995 
## Iteration 3 lambda =  0.5186586 
## Iteration 4 lambda =  0.5182249 
## Iteration 5 lambda =  0.5181816 
## Iteration 6 lambda =  0.5181772 
## Iteration 7 lambda =  0.5181768 
## Iteration 8 lambda =  0.5181768 
## Iteration 1 lambda =  0.5241095 
## Iteration 2 lambda =  0.4765204 
## Iteration 3 lambda =  0.4717615 
## Iteration 4 lambda =  0.4712856 
## Iteration 5 lambda =  0.4712381 
## Iteration 6 lambda =  0.4712333 
## Iteration 7 lambda =  0.4712328 
## Iteration 8 lambda =  0.4712328 
## Iteration 1 lambda =  0.5194201 
## Iteration 2 lambda =  0.4713622 
## Iteration 3 lambda =  0.4665564 
## Iteration 4 lambda =  0.4660758 
## Iteration 5 lambda =  0.4660277 
## Iteration 6 lambda =  0.4660229 
## Iteration 7 lambda =  0.4660224 
## Iteration 8 lambda =  0.4660224 
## Iteration 1 lambda =  0.621379 
## Iteration 2 lambda =  0.5835169 
## Iteration 3 lambda =  0.5797307 
## Iteration 4 lambda =  0.5793521 
## Iteration 5 lambda =  0.5793142 
## Iteration 6 lambda =  0.5793104 
## Iteration 7 lambda =  0.5793101 
## Iteration 8 lambda =  0.57931 
## Iteration 1 lambda =  0.5667268 
## Iteration 2 lambda =  0.5233995 
## Iteration 3 lambda =  0.5190667 
## Iteration 4 lambda =  0.5186335 
## Iteration 5 lambda =  0.5185901 
## Iteration 6 lambda =  0.5185858 
## Iteration 7 lambda =  0.5185854 
## Iteration 8 lambda =  0.5185853 
## Iteration 1 lambda =  0.5764569 
## Iteration 2 lambda =  0.5341026 
## Iteration 3 lambda =  0.5298671 
## Iteration 4 lambda =  0.5294436 
## Iteration 5 lambda =  0.5294012 
## Iteration 6 lambda =  0.529397 
## Iteration 7 lambda =  0.5293966 
## Iteration 8 lambda =  0.5293965 
## Iteration 1 lambda =  0.5582391 
## Iteration 2 lambda =  0.514063 
## Iteration 3 lambda =  0.5096454 
## Iteration 4 lambda =  0.5092037 
## Iteration 5 lambda =  0.5091595 
## Iteration 6 lambda =  0.5091551 
## Iteration 7 lambda =  0.5091546 
## Iteration 8 lambda =  0.5091546 
## Iteration 1 lambda =  0.5290573 
## Iteration 2 lambda =  0.481963 
## Iteration 3 lambda =  0.4772536 
## Iteration 4 lambda =  0.4767827 
## Iteration 5 lambda =  0.4767356 
## Iteration 6 lambda =  0.4767309 
## Iteration 7 lambda =  0.4767304 
## Iteration 8 lambda =  0.4767303 
## Iteration 1 lambda =  0.5045379 
## Iteration 2 lambda =  0.4549917 
## Iteration 3 lambda =  0.4500371 
## Iteration 4 lambda =  0.4495416 
## Iteration 5 lambda =  0.449492 
## Iteration 6 lambda =  0.4494871 
## Iteration 7 lambda =  0.4494866 
## Iteration 8 lambda =  0.4494865 
## Iteration 1 lambda =  0.5520079 
## Iteration 2 lambda =  0.5072087 
## Iteration 3 lambda =  0.5027288 
## Iteration 4 lambda =  0.5022808 
## Iteration 5 lambda =  0.502236 
## Iteration 6 lambda =  0.5022315 
## Iteration 7 lambda =  0.5022311 
## Iteration 8 lambda =  0.502231 
## Iteration 1 lambda =  0.5350849 
## Iteration 2 lambda =  0.4885934 
## Iteration 3 lambda =  0.4839442 
## Iteration 4 lambda =  0.4834793 
## Iteration 5 lambda =  0.4834328 
## Iteration 6 lambda =  0.4834281 
## Iteration 7 lambda =  0.4834277 
## Iteration 8 lambda =  0.4834276 
## Iteration 1 lambda =  0.5820449 
## Iteration 2 lambda =  0.5402494 
## Iteration 3 lambda =  0.5360698 
## Iteration 4 lambda =  0.5356519 
## Iteration 5 lambda =  0.5356101 
## Iteration 6 lambda =  0.5356059 
## Iteration 7 lambda =  0.5356055 
## Iteration 8 lambda =  0.5356055 
## Iteration 1 lambda =  0.5108154 
## Iteration 2 lambda =  0.461897 
## Iteration 3 lambda =  0.4570051 
## Iteration 4 lambda =  0.4565159 
## Iteration 5 lambda =  0.456467 
## Iteration 6 lambda =  0.4564621 
## Iteration 7 lambda =  0.4564616 
## Iteration 8 lambda =  0.4564616 
## Iteration 1 lambda =  0.4749961 
## Iteration 2 lambda =  0.4224957 
## Iteration 3 lambda =  0.4172457 
## Iteration 4 lambda =  0.4167207 
## Iteration 5 lambda =  0.4166682 
## Iteration 6 lambda =  0.4166629 
## Iteration 7 lambda =  0.4166624 
## Iteration 8 lambda =  0.4166623 
## Iteration 1 lambda =  0.5163754 
## Iteration 2 lambda =  0.468013 
## Iteration 3 lambda =  0.4631767 
## Iteration 4 lambda =  0.4626931 
## Iteration 5 lambda =  0.4626448 
## Iteration 6 lambda =  0.4626399 
## Iteration 7 lambda =  0.4626394 
## Iteration 8 lambda =  0.4626394 
## Iteration 1 lambda =  0.5107258 
## Iteration 2 lambda =  0.4617984 
## Iteration 3 lambda =  0.4569056 
## Iteration 4 lambda =  0.4564164 
## Iteration 5 lambda =  0.4563674 
## Iteration 6 lambda =  0.4563625 
## Iteration 7 lambda =  0.4563621 
## Iteration 8 lambda =  0.456362 
## Iteration 1 lambda =  0.5327735 
## Iteration 2 lambda =  0.4860508 
## Iteration 3 lambda =  0.4813786 
## Iteration 4 lambda =  0.4809114 
## Iteration 5 lambda =  0.4808646 
## Iteration 6 lambda =  0.48086 
## Iteration 7 lambda =  0.4808595 
## Iteration 8 lambda =  0.4808594 
## Iteration 1 lambda =  0.5095987 
## Iteration 2 lambda =  0.4605586 
## Iteration 3 lambda =  0.4556546 
## Iteration 4 lambda =  0.4551642 
## Iteration 5 lambda =  0.4551151 
## Iteration 6 lambda =  0.4551102 
## Iteration 7 lambda =  0.4551097 
## Iteration 8 lambda =  0.4551097 
## Iteration 1 lambda =  0.4975708 
## Iteration 2 lambda =  0.4473279 
## Iteration 3 lambda =  0.4423036 
## Iteration 4 lambda =  0.4418012 
## Iteration 5 lambda =  0.4417509 
## Iteration 6 lambda =  0.4417459 
## Iteration 7 lambda =  0.4417454 
## Iteration 8 lambda =  0.4417454 
## Iteration 1 lambda =  0.4916912 
## Iteration 2 lambda =  0.4408603 
## Iteration 3 lambda =  0.4357772 
## Iteration 4 lambda =  0.4352689 
## Iteration 5 lambda =  0.4352181 
## Iteration 6 lambda =  0.435213 
## Iteration 7 lambda =  0.4352125 
## Iteration 8 lambda =  0.4352124 
## Iteration 1 lambda =  0.5821417 
## Iteration 2 lambda =  0.5403559 
## Iteration 3 lambda =  0.5361773 
## Iteration 4 lambda =  0.5357595 
## Iteration 5 lambda =  0.5357177 
## Iteration 6 lambda =  0.5357135 
## Iteration 7 lambda =  0.5357131 
## Iteration 8 lambda =  0.5357131 
## Iteration 1 lambda =  0.5060678 
## Iteration 2 lambda =  0.4566745 
## Iteration 3 lambda =  0.4517352 
## Iteration 4 lambda =  0.4512413 
## Iteration 5 lambda =  0.4511919 
## Iteration 6 lambda =  0.451187 
## Iteration 7 lambda =  0.4511865 
## Iteration 8 lambda =  0.4511864 
## Iteration 1 lambda =  0.4880945 
## Iteration 2 lambda =  0.4369039 
## Iteration 3 lambda =  0.4317849 
## Iteration 4 lambda =  0.431273 
## Iteration 5 lambda =  0.4312218 
## Iteration 6 lambda =  0.4312167 
## Iteration 7 lambda =  0.4312161 
## Iteration 8 lambda =  0.4312161 
## Iteration 1 lambda =  0.4789208 
## Iteration 2 lambda =  0.4268129 
## Iteration 3 lambda =  0.4216021 
## Iteration 4 lambda =  0.421081 
## Iteration 5 lambda =  0.4210289 
## Iteration 6 lambda =  0.4210237 
## Iteration 7 lambda =  0.4210232 
## Iteration 8 lambda =  0.4210231 
## Iteration 1 lambda =  0.5630471 
## Iteration 2 lambda =  0.5193518 
## Iteration 3 lambda =  0.5149822 
## Iteration 4 lambda =  0.5145453 
## Iteration 5 lambda =  0.5145016 
## Iteration 6 lambda =  0.5144972 
## Iteration 7 lambda =  0.5144968 
## Iteration 8 lambda =  0.5144967 
## Iteration 1 lambda =  0.6019129 
## Iteration 2 lambda =  0.5621042 
## Iteration 3 lambda =  0.5581233 
## Iteration 4 lambda =  0.5577252 
## Iteration 5 lambda =  0.5576854 
## Iteration 6 lambda =  0.5576815 
## Iteration 7 lambda =  0.5576811 
## Iteration 8 lambda =  0.557681 
## Iteration 1 lambda =  0.5840687 
## Iteration 2 lambda =  0.5424756 
## Iteration 3 lambda =  0.5383163 
## Iteration 4 lambda =  0.5379003 
## Iteration 5 lambda =  0.5378588 
## Iteration 6 lambda =  0.5378546 
## Iteration 7 lambda =  0.5378542 
## Iteration 8 lambda =  0.5378541 
## Iteration 1 lambda =  0.5667464 
## Iteration 2 lambda =  0.523421 
## Iteration 3 lambda =  0.5190885 
## Iteration 4 lambda =  0.5186553 
## Iteration 5 lambda =  0.5186119 
## Iteration 6 lambda =  0.5186076 
## Iteration 7 lambda =  0.5186072 
## Iteration 8 lambda =  0.5186071 
## Iteration 1 lambda =  0.5025615 
## Iteration 2 lambda =  0.4528176 
## Iteration 3 lambda =  0.4478433 
## Iteration 4 lambda =  0.4473458 
## Iteration 5 lambda =  0.4472961 
## Iteration 6 lambda =  0.4472911 
## Iteration 7 lambda =  0.4472906 
## Iteration 8 lambda =  0.4472905 
## Iteration 1 lambda =  0.5886358 
## Iteration 2 lambda =  0.5474993 
## Iteration 3 lambda =  0.5433857 
## Iteration 4 lambda =  0.5429743 
## Iteration 5 lambda =  0.5429332 
## Iteration 6 lambda =  0.5429291 
## Iteration 7 lambda =  0.5429287 
## Iteration 8 lambda =  0.5429286 
## Iteration 1 lambda =  0.5314845 
## Iteration 2 lambda =  0.4846329 
## Iteration 3 lambda =  0.4799477 
## Iteration 4 lambda =  0.4794792 
## Iteration 5 lambda =  0.4794324 
## Iteration 6 lambda =  0.4794277 
## Iteration 7 lambda =  0.4794272 
## Iteration 8 lambda =  0.4794272 
## Iteration 1 lambda =  0.6258867 
## Iteration 2 lambda =  0.5884753 
## Iteration 3 lambda =  0.5847342 
## Iteration 4 lambda =  0.5843601 
## Iteration 5 lambda =  0.5843227 
## Iteration 6 lambda =  0.5843189 
## Iteration 7 lambda =  0.5843186 
## Iteration 8 lambda =  0.5843185 
## Iteration 1 lambda =  0.5772723 
## Iteration 2 lambda =  0.5349995 
## Iteration 3 lambda =  0.5307722 
## Iteration 4 lambda =  0.5303495 
## Iteration 5 lambda =  0.5303072 
## Iteration 6 lambda =  0.530303 
## Iteration 7 lambda =  0.5303026 
## Iteration 8 lambda =  0.5303025 
## Iteration 1 lambda =  0.5320699 
## Iteration 2 lambda =  0.4852769 
## Iteration 3 lambda =  0.4805976 
## Iteration 4 lambda =  0.4801297 
## Iteration 5 lambda =  0.4800829 
## Iteration 6 lambda =  0.4800782 
## Iteration 7 lambda =  0.4800777 
## Iteration 8 lambda =  0.4800777 
## Iteration 1 lambda =  0.5423857 
## Iteration 2 lambda =  0.4966243 
## Iteration 3 lambda =  0.4920481 
## Iteration 4 lambda =  0.4915905 
## Iteration 5 lambda =  0.4915447 
## Iteration 6 lambda =  0.4915402 
## Iteration 7 lambda =  0.4915397 
## Iteration 8 lambda =  0.4915397 
## Iteration 1 lambda =  0.5588116 
## Iteration 2 lambda =  0.5146928 
## Iteration 3 lambda =  0.5102809 
## Iteration 4 lambda =  0.5098397 
## Iteration 5 lambda =  0.5097956 
## Iteration 6 lambda =  0.5097912 
## Iteration 7 lambda =  0.5097908 
## Iteration 8 lambda =  0.5097907 
## Iteration 1 lambda =  0.5812174 
## Iteration 2 lambda =  0.5393391 
## Iteration 3 lambda =  0.5351513 
## Iteration 4 lambda =  0.5347325 
## Iteration 5 lambda =  0.5346906 
## Iteration 6 lambda =  0.5346864 
## Iteration 7 lambda =  0.534686 
## Iteration 8 lambda =  0.534686 
## Iteration 1 lambda =  0.5378285 
## Iteration 2 lambda =  0.4916114 
## Iteration 3 lambda =  0.4869896 
## Iteration 4 lambda =  0.4865275 
## Iteration 5 lambda =  0.4864813 
## Iteration 6 lambda =  0.4864766 
## Iteration 7 lambda =  0.4864762 
## Iteration 8 lambda =  0.4864761 
## Iteration 1 lambda =  0.5436021 
## Iteration 2 lambda =  0.4979624 
## Iteration 3 lambda =  0.4933984 
## Iteration 4 lambda =  0.492942 
## Iteration 5 lambda =  0.4928963 
## Iteration 6 lambda =  0.4928918 
## Iteration 7 lambda =  0.4928913 
## Iteration 8 lambda =  0.4928913 
## Iteration 1 lambda =  0.5406107 
## Iteration 2 lambda =  0.4946718 
## Iteration 3 lambda =  0.4900779 
## Iteration 4 lambda =  0.4896185 
## Iteration 5 lambda =  0.4895726 
## Iteration 6 lambda =  0.489568 
## Iteration 7 lambda =  0.4895675 
## Iteration 8 lambda =  0.4895675 
## Iteration 1 lambda =  0.5537767 
## Iteration 2 lambda =  0.5091544 
## Iteration 3 lambda =  0.5046922 
## Iteration 4 lambda =  0.5042459 
## Iteration 5 lambda =  0.5042013 
## Iteration 6 lambda =  0.5041968 
## Iteration 7 lambda =  0.5041964 
## Iteration 8 lambda =  0.5041964 
## Iteration 1 lambda =  0.502475 
## Iteration 2 lambda =  0.4527225 
## Iteration 3 lambda =  0.4477472 
## Iteration 4 lambda =  0.4472497 
## Iteration 5 lambda =  0.4471999 
## Iteration 6 lambda =  0.447195 
## Iteration 7 lambda =  0.4471945 
## Iteration 8 lambda =  0.4471944 
## Iteration 1 lambda =  0.6096156 
## Iteration 2 lambda =  0.5705771 
## Iteration 3 lambda =  0.5666733 
## Iteration 4 lambda =  0.5662829 
## Iteration 5 lambda =  0.5662439 
## Iteration 6 lambda =  0.56624 
## Iteration 7 lambda =  0.5662396 
## Iteration 8 lambda =  0.5662395 
## Iteration 1 lambda =  0.508979 
## Iteration 2 lambda =  0.4598769 
## Iteration 3 lambda =  0.4549666 
## Iteration 4 lambda =  0.4544756 
## Iteration 5 lambda =  0.4544265 
## Iteration 6 lambda =  0.4544216 
## Iteration 7 lambda =  0.4544211 
## Iteration 8 lambda =  0.4544211 
## Iteration 1 lambda =  0.5072127 
## Iteration 2 lambda =  0.4579339 
## Iteration 3 lambda =  0.4530061 
## Iteration 4 lambda =  0.4525133 
## Iteration 5 lambda =  0.452464 
## Iteration 6 lambda =  0.4524591 
## Iteration 7 lambda =  0.4524586 
## Iteration 8 lambda =  0.4524585 
## Iteration 1 lambda =  0.500133 
## Iteration 2 lambda =  0.4501463 
## Iteration 3 lambda =  0.4451476 
## Iteration 4 lambda =  0.4446477 
## Iteration 5 lambda =  0.4445977 
## Iteration 6 lambda =  0.4445927 
## Iteration 7 lambda =  0.4445922 
## Iteration 8 lambda =  0.4445922 
## Iteration 1 lambda =  0.5437375 
## Iteration 2 lambda =  0.4981113 
## Iteration 3 lambda =  0.4935486 
## Iteration 4 lambda =  0.4930924 
## Iteration 5 lambda =  0.4930467 
## Iteration 6 lambda =  0.4930422 
## Iteration 7 lambda =  0.4930417 
## Iteration 8 lambda =  0.4930417 
## Iteration 1 lambda =  0.5411712 
## Iteration 2 lambda =  0.4952884 
## Iteration 3 lambda =  0.4907001 
## Iteration 4 lambda =  0.4902412 
## Iteration 5 lambda =  0.4901954 
## Iteration 6 lambda =  0.4901908 
## Iteration 7 lambda =  0.4901903 
## Iteration 8 lambda =  0.4901903 
## Iteration 1 lambda =  0.5445126 
## Iteration 2 lambda =  0.4989639 
## Iteration 3 lambda =  0.494409 
## Iteration 4 lambda =  0.4939535 
## Iteration 5 lambda =  0.493908 
## Iteration 6 lambda =  0.4939034 
## Iteration 7 lambda =  0.493903 
## Iteration 8 lambda =  0.4939029 
## Iteration 1 lambda =  0.5828814 
## Iteration 2 lambda =  0.5411695 
## Iteration 3 lambda =  0.5369983 
## Iteration 4 lambda =  0.5365812 
## Iteration 5 lambda =  0.5365395 
## Iteration 6 lambda =  0.5365353 
## Iteration 7 lambda =  0.5365349 
## Iteration 8 lambda =  0.5365348 
## Iteration 1 lambda =  0.5604043 
## Iteration 2 lambda =  0.5164447 
## Iteration 3 lambda =  0.5120487 
## Iteration 4 lambda =  0.5116091 
## Iteration 5 lambda =  0.5115652 
## Iteration 6 lambda =  0.5115608 
## Iteration 7 lambda =  0.5115604 
## Iteration 8 lambda =  0.5115603 
## Iteration 1 lambda =  0.5643691 
## Iteration 2 lambda =  0.5208061 
## Iteration 3 lambda =  0.5164498 
## Iteration 4 lambda =  0.5160141 
## Iteration 5 lambda =  0.5159706 
## Iteration 6 lambda =  0.5159662 
## Iteration 7 lambda =  0.5159658 
## Iteration 8 lambda =  0.5159657 
## Iteration 1 lambda =  0.5143682 
## Iteration 2 lambda =  0.465805 
## Iteration 3 lambda =  0.4609487 
## Iteration 4 lambda =  0.4604631 
## Iteration 5 lambda =  0.4604145 
## Iteration 6 lambda =  0.4604097 
## Iteration 7 lambda =  0.4604092 
## Iteration 8 lambda =  0.4604091 
## Iteration 1 lambda =  0.5496301 
## Iteration 2 lambda =  0.5045931 
## Iteration 3 lambda =  0.5000894 
## Iteration 4 lambda =  0.4996391 
## Iteration 5 lambda =  0.499594 
## Iteration 6 lambda =  0.4995895 
## Iteration 7 lambda =  0.4995891 
## Iteration 8 lambda =  0.499589 
## Iteration 1 lambda =  0.648891 
## Iteration 2 lambda =  0.61378 
## Iteration 3 lambda =  0.610269 
## Iteration 4 lambda =  0.6099178 
## Iteration 5 lambda =  0.6098827 
## Iteration 6 lambda =  0.6098792 
## Iteration 7 lambda =  0.6098789 
## Iteration 8 lambda =  0.6098788 
## Iteration 1 lambda =  0.5032451 
## Iteration 2 lambda =  0.4535696 
## Iteration 3 lambda =  0.4486021 
## Iteration 4 lambda =  0.4481053 
## Iteration 5 lambda =  0.4480556 
## Iteration 6 lambda =  0.4480507 
## Iteration 7 lambda =  0.4480502 
## Iteration 8 lambda =  0.4480501 
## Iteration 1 lambda =  0.5438248 
## Iteration 2 lambda =  0.4982073 
## Iteration 3 lambda =  0.4936456 
## Iteration 4 lambda =  0.4931894 
## Iteration 5 lambda =  0.4931438 
## Iteration 6 lambda =  0.4931392 
## Iteration 7 lambda =  0.4931388 
## Iteration 8 lambda =  0.4931387 
## Iteration 1 lambda =  0.5219993 
## Iteration 2 lambda =  0.4741992 
## Iteration 3 lambda =  0.4694192 
## Iteration 4 lambda =  0.4689412 
## Iteration 5 lambda =  0.4688934 
## Iteration 6 lambda =  0.4688886 
## Iteration 7 lambda =  0.4688881 
## Iteration 8 lambda =  0.4688881 
## Iteration 1 lambda =  0.5939594 
## Iteration 2 lambda =  0.5533554 
## Iteration 3 lambda =  0.549295 
## Iteration 4 lambda =  0.5488889 
## Iteration 5 lambda =  0.5488483 
## Iteration 6 lambda =  0.5488443 
## Iteration 7 lambda =  0.5488439 
## Iteration 8 lambda =  0.5488438 
## Iteration 1 lambda =  0.5133995 
## Iteration 2 lambda =  0.4647394 
## Iteration 3 lambda =  0.4598734 
## Iteration 4 lambda =  0.4593868 
## Iteration 5 lambda =  0.4593382 
## Iteration 6 lambda =  0.4593333 
## Iteration 7 lambda =  0.4593328 
## Iteration 8 lambda =  0.4593328 
## Iteration 1 lambda =  0.5592778 
## Iteration 2 lambda =  0.5152056 
## Iteration 3 lambda =  0.5107983 
## Iteration 4 lambda =  0.5103576 
## Iteration 5 lambda =  0.5103135 
## Iteration 6 lambda =  0.5103091 
## Iteration 7 lambda =  0.5103087 
## Iteration 8 lambda =  0.5103087 
## Iteration 1 lambda =  0.5305169 
## Iteration 2 lambda =  0.4835686 
## Iteration 3 lambda =  0.4788738 
## Iteration 4 lambda =  0.4784043 
## Iteration 5 lambda =  0.4783573 
## Iteration 6 lambda =  0.4783526 
## Iteration 7 lambda =  0.4783522 
## Iteration 8 lambda =  0.4783521 
## Iteration 1 lambda =  0.5207101 
## Iteration 2 lambda =  0.4727811 
## Iteration 3 lambda =  0.4679882 
## Iteration 4 lambda =  0.4675089 
## Iteration 5 lambda =  0.467461 
## Iteration 6 lambda =  0.4674562 
## Iteration 7 lambda =  0.4674557 
## Iteration 8 lambda =  0.4674557 
## Iteration 1 lambda =  0.6149113 
## Iteration 2 lambda =  0.5764024 
## Iteration 3 lambda =  0.5725515 
## Iteration 4 lambda =  0.5721664 
## Iteration 5 lambda =  0.5721279 
## Iteration 6 lambda =  0.5721241 
## Iteration 7 lambda =  0.5721237 
## Iteration 8 lambda =  0.5721237 
## Iteration 1 lambda =  0.5179404 
## Iteration 2 lambda =  0.4697345 
## Iteration 3 lambda =  0.4649139 
## Iteration 4 lambda =  0.4644318 
## Iteration 5 lambda =  0.4643836 
## Iteration 6 lambda =  0.4643788 
## Iteration 7 lambda =  0.4643783 
## Iteration 8 lambda =  0.4643783 
## Iteration 1 lambda =  0.5399112 
## Iteration 2 lambda =  0.4939023 
## Iteration 3 lambda =  0.4893014 
## Iteration 4 lambda =  0.4888413 
## Iteration 5 lambda =  0.4887953 
## Iteration 6 lambda =  0.4887907 
## Iteration 7 lambda =  0.4887903 
## Iteration 8 lambda =  0.4887902 
## Iteration 1 lambda =  0.5171493 
## Iteration 2 lambda =  0.4688642 
## Iteration 3 lambda =  0.4640357 
## Iteration 4 lambda =  0.4635529 
## Iteration 5 lambda =  0.4635046 
## Iteration 6 lambda =  0.4634997 
## Iteration 7 lambda =  0.4634993 
## Iteration 8 lambda =  0.4634992 
## Iteration 1 lambda =  0.5362462 
## Iteration 2 lambda =  0.4898708 
## Iteration 3 lambda =  0.4852333 
## Iteration 4 lambda =  0.4847695 
## Iteration 5 lambda =  0.4847231 
## Iteration 6 lambda =  0.4847185 
## Iteration 7 lambda =  0.484718 
## Iteration 8 lambda =  0.484718 
## Iteration 1 lambda =  0.6031457 
## Iteration 2 lambda =  0.5634602 
## Iteration 3 lambda =  0.5594917 
## Iteration 4 lambda =  0.5590948 
## Iteration 5 lambda =  0.5590552 
## Iteration 6 lambda =  0.5590512 
## Iteration 7 lambda =  0.5590508 
## Iteration 8 lambda =  0.5590508 
## Iteration 1 lambda =  0.5267746 
## Iteration 2 lambda =  0.479452 
## Iteration 3 lambda =  0.4747198 
## Iteration 4 lambda =  0.4742466 
## Iteration 5 lambda =  0.4741992 
## Iteration 6 lambda =  0.4741945 
## Iteration 7 lambda =  0.474194 
## Iteration 8 lambda =  0.474194 
## Iteration 1 lambda =  0.5401421 
## Iteration 2 lambda =  0.4941563 
## Iteration 3 lambda =  0.4895577 
## Iteration 4 lambda =  0.4890979 
## Iteration 5 lambda =  0.4890519 
## Iteration 6 lambda =  0.4890473 
## Iteration 7 lambda =  0.4890468 
## Iteration 8 lambda =  0.4890468 
## Iteration 1 lambda =  0.5141818 
## Iteration 2 lambda =  0.4656 
## Iteration 3 lambda =  0.4607418 
## Iteration 4 lambda =  0.460256 
## Iteration 5 lambda =  0.4602074 
## Iteration 6 lambda =  0.4602026 
## Iteration 7 lambda =  0.4602021 
## Iteration 8 lambda =  0.460202 
## Iteration 1 lambda =  0.4935671 
## Iteration 2 lambda =  0.4429238 
## Iteration 3 lambda =  0.4378594 
## Iteration 4 lambda =  0.437353 
## Iteration 5 lambda =  0.4373024 
## Iteration 6 lambda =  0.4372973 
## Iteration 7 lambda =  0.4372968 
## Iteration 8 lambda =  0.4372967 
## Iteration 1 lambda =  0.5205605 
## Iteration 2 lambda =  0.4726166 
## Iteration 3 lambda =  0.4678222 
## Iteration 4 lambda =  0.4673427 
## Iteration 5 lambda =  0.4672948 
## Iteration 6 lambda =  0.46729 
## Iteration 7 lambda =  0.4672895 
## Iteration 8 lambda =  0.4672895 
## Iteration 1 lambda =  0.5509032 
## Iteration 2 lambda =  0.5059935 
## Iteration 3 lambda =  0.5015026 
## Iteration 4 lambda =  0.5010535 
## Iteration 5 lambda =  0.5010086 
## Iteration 6 lambda =  0.5010041 
## Iteration 7 lambda =  0.5010036 
## Iteration 8 lambda =  0.5010036 
## Iteration 1 lambda =  0.5535082 
## Iteration 2 lambda =  0.508859 
## Iteration 3 lambda =  0.5043941 
## Iteration 4 lambda =  0.5039476 
## Iteration 5 lambda =  0.503903 
## Iteration 6 lambda =  0.5038985 
## Iteration 7 lambda =  0.5038981 
## Iteration 8 lambda =  0.503898 
## Iteration 1 lambda =  0.5912897 
## Iteration 2 lambda =  0.5504187 
## Iteration 3 lambda =  0.5463316 
## Iteration 4 lambda =  0.5459229 
## Iteration 5 lambda =  0.545882 
## Iteration 6 lambda =  0.5458779 
## Iteration 7 lambda =  0.5458775 
## Iteration 8 lambda =  0.5458775 
## Iteration 1 lambda =  0.5441782 
## Iteration 2 lambda =  0.498596 
## Iteration 3 lambda =  0.4940378 
## Iteration 4 lambda =  0.493582 
## Iteration 5 lambda =  0.4935364 
## Iteration 6 lambda =  0.4935318 
## Iteration 7 lambda =  0.4935314 
## Iteration 8 lambda =  0.4935313 
## Iteration 1 lambda =  0.5500161 
## Iteration 2 lambda =  0.5050177 
## Iteration 3 lambda =  0.5005179 
## Iteration 4 lambda =  0.5000679 
## Iteration 5 lambda =  0.5000229 
## Iteration 6 lambda =  0.5000184 
## Iteration 7 lambda =  0.5000179 
## Iteration 8 lambda =  0.5000179 
## Iteration 1 lambda =  0.5626769 
## Iteration 2 lambda =  0.5189446 
## Iteration 3 lambda =  0.5145713 
## Iteration 4 lambda =  0.514134 
## Iteration 5 lambda =  0.5140903 
## Iteration 6 lambda =  0.5140859 
## Iteration 7 lambda =  0.5140855 
## Iteration 8 lambda =  0.5140854 
## Iteration 1 lambda =  0.536472 
## Iteration 2 lambda =  0.4901192 
## Iteration 3 lambda =  0.4854839 
## Iteration 4 lambda =  0.4850204 
## Iteration 5 lambda =  0.484974 
## Iteration 6 lambda =  0.4849694 
## Iteration 7 lambda =  0.4849689 
## Iteration 8 lambda =  0.4849689 
## Iteration 1 lambda =  0.5761113 
## Iteration 2 lambda =  0.5337224 
## Iteration 3 lambda =  0.5294835 
## Iteration 4 lambda =  0.5290596 
## Iteration 5 lambda =  0.5290173 
## Iteration 6 lambda =  0.529013 
## Iteration 7 lambda =  0.5290126 
## Iteration 8 lambda =  0.5290125 
## Iteration 1 lambda =  0.5569189 
## Iteration 2 lambda =  0.5126108 
## Iteration 3 lambda =  0.50818 
## Iteration 4 lambda =  0.5077369 
## Iteration 5 lambda =  0.5076926 
## Iteration 6 lambda =  0.5076881 
## Iteration 7 lambda =  0.5076877 
## Iteration 8 lambda =  0.5076876 
## Iteration 1 lambda =  0.5288324 
## Iteration 2 lambda =  0.4817156 
## Iteration 3 lambda =  0.477004 
## Iteration 4 lambda =  0.4765328 
## Iteration 5 lambda =  0.4764857 
## Iteration 6 lambda =  0.476481 
## Iteration 7 lambda =  0.4764805 
## Iteration 8 lambda =  0.4764805 
## Iteration 1 lambda =  0.6549734 
## Iteration 2 lambda =  0.6204708 
## Iteration 3 lambda =  0.6170205 
## Iteration 4 lambda =  0.6166755 
## Iteration 5 lambda =  0.616641 
## Iteration 6 lambda =  0.6166375 
## Iteration 7 lambda =  0.6166372 
## Iteration 8 lambda =  0.6166371 
## Iteration 1 lambda =  0.4815908 
## Iteration 2 lambda =  0.4297498 
## Iteration 3 lambda =  0.4245658 
## Iteration 4 lambda =  0.4240473 
## Iteration 5 lambda =  0.4239955 
## Iteration 6 lambda =  0.4239903 
## Iteration 7 lambda =  0.4239898 
## Iteration 8 lambda =  0.4239897 
## Iteration 1 lambda =  0.6130711 
## Iteration 2 lambda =  0.5743782 
## Iteration 3 lambda =  0.5705089 
## Iteration 4 lambda =  0.570122 
## Iteration 5 lambda =  0.5700833 
## Iteration 6 lambda =  0.5700794 
## Iteration 7 lambda =  0.5700791 
## Iteration 8 lambda =  0.570079 
## Iteration 1 lambda =  0.558828 
## Iteration 2 lambda =  0.5147108 
## Iteration 3 lambda =  0.5102991 
## Iteration 4 lambda =  0.509858 
## Iteration 5 lambda =  0.5098138 
## Iteration 6 lambda =  0.5098094 
## Iteration 7 lambda =  0.509809 
## Iteration 8 lambda =  0.5098089 
## Iteration 1 lambda =  0.5398655 
## Iteration 2 lambda =  0.4938521 
## Iteration 3 lambda =  0.4892507 
## Iteration 4 lambda =  0.4887906 
## Iteration 5 lambda =  0.4887446 
## Iteration 6 lambda =  0.48874 
## Iteration 7 lambda =  0.4887395 
## Iteration 8 lambda =  0.4887395 
## Iteration 1 lambda =  0.4984302 
## Iteration 2 lambda =  0.4482732 
## Iteration 3 lambda =  0.4432575 
## Iteration 4 lambda =  0.442756 
## Iteration 5 lambda =  0.4427058 
## Iteration 6 lambda =  0.4427008 
## Iteration 7 lambda =  0.4427003 
## Iteration 8 lambda =  0.4427002 
## Iteration 1 lambda =  0.5254376 
## Iteration 2 lambda =  0.4779814 
## Iteration 3 lambda =  0.4732358 
## Iteration 4 lambda =  0.4727612 
## Iteration 5 lambda =  0.4727138 
## Iteration 6 lambda =  0.472709 
## Iteration 7 lambda =  0.4727085 
## Iteration 8 lambda =  0.4727085 
## Iteration 1 lambda =  0.5161412 
## Iteration 2 lambda =  0.4677553 
## Iteration 3 lambda =  0.4629167 
## Iteration 4 lambda =  0.4624329 
## Iteration 5 lambda =  0.4623845 
## Iteration 6 lambda =  0.4623797 
## Iteration 7 lambda =  0.4623792 
## Iteration 8 lambda =  0.4623791 
## Iteration 1 lambda =  0.5409717 
## Iteration 2 lambda =  0.4950689 
## Iteration 3 lambda =  0.4904786 
## Iteration 4 lambda =  0.4900196 
## Iteration 5 lambda =  0.4899737 
## Iteration 6 lambda =  0.4899691 
## Iteration 7 lambda =  0.4899686 
## Iteration 8 lambda =  0.4899686 
## Iteration 1 lambda =  0.5472767 
## Iteration 2 lambda =  0.5020043 
## Iteration 3 lambda =  0.4974771 
## Iteration 4 lambda =  0.4970244 
## Iteration 5 lambda =  0.4969791 
## Iteration 6 lambda =  0.4969746 
## Iteration 7 lambda =  0.4969741 
## Iteration 8 lambda =  0.4969741 
## Iteration 1 lambda =  0.5016588 
## Iteration 2 lambda =  0.4518247 
## Iteration 3 lambda =  0.4468413 
## Iteration 4 lambda =  0.4463429 
## Iteration 5 lambda =  0.4462931 
## Iteration 6 lambda =  0.4462881 
## Iteration 7 lambda =  0.4462876 
## Iteration 8 lambda =  0.4462876 
## Iteration 1 lambda =  0.546082 
## Iteration 2 lambda =  0.5006902 
## Iteration 3 lambda =  0.496151 
## Iteration 4 lambda =  0.4956971 
## Iteration 5 lambda =  0.4956517 
## Iteration 6 lambda =  0.4956471 
## Iteration 7 lambda =  0.4956467 
## Iteration 8 lambda =  0.4956466 
## Iteration 1 lambda =  0.5104049 
## Iteration 2 lambda =  0.4614454 
## Iteration 3 lambda =  0.4565495 
## Iteration 4 lambda =  0.4560599 
## Iteration 5 lambda =  0.4560109 
## Iteration 6 lambda =  0.456006 
## Iteration 7 lambda =  0.4560056 
## Iteration 8 lambda =  0.4560055 
## Iteration 1 lambda =  0.504147 
## Iteration 2 lambda =  0.4545617 
## Iteration 3 lambda =  0.4496032 
## Iteration 4 lambda =  0.4491073 
## Iteration 5 lambda =  0.4490577 
## Iteration 6 lambda =  0.4490528 
## Iteration 7 lambda =  0.4490523 
## Iteration 8 lambda =  0.4490522 
## Iteration 1 lambda =  0.5051549 
## Iteration 2 lambda =  0.4556704 
## Iteration 3 lambda =  0.4507219 
## Iteration 4 lambda =  0.4502271 
## Iteration 5 lambda =  0.4501776 
## Iteration 6 lambda =  0.4501726 
## Iteration 7 lambda =  0.4501721 
## Iteration 8 lambda =  0.4501721 
## Iteration 1 lambda =  0.5426006 
## Iteration 2 lambda =  0.4968607 
## Iteration 3 lambda =  0.4922867 
## Iteration 4 lambda =  0.4918293 
## Iteration 5 lambda =  0.4917836 
## Iteration 6 lambda =  0.491779 
## Iteration 7 lambda =  0.4917785 
## Iteration 8 lambda =  0.4917785 
## Iteration 1 lambda =  0.5523241 
## Iteration 2 lambda =  0.5075565 
## Iteration 3 lambda =  0.5030797 
## Iteration 4 lambda =  0.5026321 
## Iteration 5 lambda =  0.5025873 
## Iteration 6 lambda =  0.5025828 
## Iteration 7 lambda =  0.5025824 
## Iteration 8 lambda =  0.5025823 
## Iteration 1 lambda =  0.5627934 
## Iteration 2 lambda =  0.5190728 
## Iteration 3 lambda =  0.5147007 
## Iteration 4 lambda =  0.5142635 
## Iteration 5 lambda =  0.5142198 
## Iteration 6 lambda =  0.5142154 
## Iteration 7 lambda =  0.514215 
## Iteration 8 lambda =  0.5142149 
## Iteration 1 lambda =  0.5293696 
## Iteration 2 lambda =  0.4823066 
## Iteration 3 lambda =  0.4776002 
## Iteration 4 lambda =  0.4771296 
## Iteration 5 lambda =  0.4770826 
## Iteration 6 lambda =  0.4770778 
## Iteration 7 lambda =  0.4770774 
## Iteration 8 lambda =  0.4770773 
## Iteration 1 lambda =  0.593164 
## Iteration 2 lambda =  0.5524804 
## Iteration 3 lambda =  0.5484121 
## Iteration 4 lambda =  0.5480052 
## Iteration 5 lambda =  0.5479646 
## Iteration 6 lambda =  0.5479605 
## Iteration 7 lambda =  0.5479601 
## Iteration 8 lambda =  0.54796 
## Iteration 1 lambda =  0.5937149 
## Iteration 2 lambda =  0.5530864 
## Iteration 3 lambda =  0.5490235 
## Iteration 4 lambda =  0.5486172 
## Iteration 5 lambda =  0.5485766 
## Iteration 6 lambda =  0.5485726 
## Iteration 7 lambda =  0.5485721 
## Iteration 8 lambda =  0.5485721 
## Iteration 1 lambda =  0.5590899 
## Iteration 2 lambda =  0.5149989 
## Iteration 3 lambda =  0.5105898 
## Iteration 4 lambda =  0.5101489 
## Iteration 5 lambda =  0.5101048 
## Iteration 6 lambda =  0.5101004 
## Iteration 7 lambda =  0.5100999 
## Iteration 8 lambda =  0.5100999 
## Iteration 1 lambda =  0.5919212 
## Iteration 2 lambda =  0.5511133 
## Iteration 3 lambda =  0.5470325 
## Iteration 4 lambda =  0.5466245 
## Iteration 5 lambda =  0.5465837 
## Iteration 6 lambda =  0.5465796 
## Iteration 7 lambda =  0.5465792 
## Iteration 8 lambda =  0.5465791 
## Iteration 1 lambda =  0.5655439 
## Iteration 2 lambda =  0.5220983 
## Iteration 3 lambda =  0.5177538 
## Iteration 4 lambda =  0.5173193 
## Iteration 5 lambda =  0.5172759 
## Iteration 6 lambda =  0.5172715 
## Iteration 7 lambda =  0.5172711 
## Iteration 8 lambda =  0.517271 
## Iteration 1 lambda =  0.5160474 
## Iteration 2 lambda =  0.4676521 
## Iteration 3 lambda =  0.4628126 
## Iteration 4 lambda =  0.4623286 
## Iteration 5 lambda =  0.4622802 
## Iteration 6 lambda =  0.4622754 
## Iteration 7 lambda =  0.4622749 
## Iteration 8 lambda =  0.4622749 
## Iteration 1 lambda =  0.5894954 
## Iteration 2 lambda =  0.5484449 
## Iteration 3 lambda =  0.5443398 
## Iteration 4 lambda =  0.5439293 
## Iteration 5 lambda =  0.5438883 
## Iteration 6 lambda =  0.5438842 
## Iteration 7 lambda =  0.5438838 
## Iteration 8 lambda =  0.5438837 
## Iteration 1 lambda =  0.5715904 
## Iteration 2 lambda =  0.5287495 
## Iteration 3 lambda =  0.5244654 
## Iteration 4 lambda =  0.524037 
## Iteration 5 lambda =  0.5239941 
## Iteration 6 lambda =  0.5239898 
## Iteration 7 lambda =  0.5239894 
## Iteration 8 lambda =  0.5239894 
## Iteration 1 lambda =  0.47551 
## Iteration 2 lambda =  0.423061 
## Iteration 3 lambda =  0.4178161 
## Iteration 4 lambda =  0.4172916 
## Iteration 5 lambda =  0.4172391 
## Iteration 6 lambda =  0.4172339 
## Iteration 7 lambda =  0.4172334 
## Iteration 8 lambda =  0.4172333 
## Iteration 1 lambda =  0.5499726 
## Iteration 2 lambda =  0.5049698 
## Iteration 3 lambda =  0.5004696 
## Iteration 4 lambda =  0.5000195 
## Iteration 5 lambda =  0.4999745 
## Iteration 6 lambda =  0.49997 
## Iteration 7 lambda =  0.4999696 
## Iteration 8 lambda =  0.4999695 
## Iteration 1 lambda =  0.5422469 
## Iteration 2 lambda =  0.4964716 
## Iteration 3 lambda =  0.491894 
## Iteration 4 lambda =  0.4914363 
## Iteration 5 lambda =  0.4913905 
## Iteration 6 lambda =  0.4913859 
## Iteration 7 lambda =  0.4913855 
## Iteration 8 lambda =  0.4913854 
## Iteration 1 lambda =  0.5473406 
## Iteration 2 lambda =  0.5020746 
## Iteration 3 lambda =  0.497548 
## Iteration 4 lambda =  0.4970954 
## Iteration 5 lambda =  0.4970501 
## Iteration 6 lambda =  0.4970456 
## Iteration 7 lambda =  0.4970451 
## Iteration 8 lambda =  0.4970451 
## Iteration 1 lambda =  0.5561102 
## Iteration 2 lambda =  0.5117212 
## Iteration 3 lambda =  0.5072823 
## Iteration 4 lambda =  0.5068384 
## Iteration 5 lambda =  0.506794 
## Iteration 6 lambda =  0.5067896 
## Iteration 7 lambda =  0.5067891 
## Iteration 8 lambda =  0.5067891 
## Iteration 1 lambda =  0.5765365 
## Iteration 2 lambda =  0.5341901 
## Iteration 3 lambda =  0.5299555 
## Iteration 4 lambda =  0.529532 
## Iteration 5 lambda =  0.5294897 
## Iteration 6 lambda =  0.5294854 
## Iteration 7 lambda =  0.529485 
## Iteration 8 lambda =  0.529485 
## Iteration 1 lambda =  0.5225032 
## Iteration 2 lambda =  0.4747535 
## Iteration 3 lambda =  0.4699786 
## Iteration 4 lambda =  0.4695011 
## Iteration 5 lambda =  0.4694533 
## Iteration 6 lambda =  0.4694486 
## Iteration 7 lambda =  0.4694481 
## Iteration 8 lambda =  0.469448 
## Iteration 1 lambda =  0.5632614 
## Iteration 2 lambda =  0.5195875 
## Iteration 3 lambda =  0.5152201 
## Iteration 4 lambda =  0.5147834 
## Iteration 5 lambda =  0.5147397 
## Iteration 6 lambda =  0.5147354 
## Iteration 7 lambda =  0.5147349 
## Iteration 8 lambda =  0.5147349 
## Iteration 1 lambda =  0.5101624 
## Iteration 2 lambda =  0.4611786 
## Iteration 3 lambda =  0.4562803 
## Iteration 4 lambda =  0.4557904 
## Iteration 5 lambda =  0.4557414 
## Iteration 6 lambda =  0.4557365 
## Iteration 7 lambda =  0.455736 
## Iteration 8 lambda =  0.455736 
## Iteration 1 lambda =  0.5472565 
## Iteration 2 lambda =  0.5019822 
## Iteration 3 lambda =  0.4974547 
## Iteration 4 lambda =  0.497002 
## Iteration 5 lambda =  0.4969567 
## Iteration 6 lambda =  0.4969522 
## Iteration 7 lambda =  0.4969517 
## Iteration 8 lambda =  0.4969517 
## Iteration 1 lambda =  0.5035331 
## Iteration 2 lambda =  0.4538864 
## Iteration 3 lambda =  0.4489217 
## Iteration 4 lambda =  0.4484252 
## Iteration 5 lambda =  0.4483756 
## Iteration 6 lambda =  0.4483706 
## Iteration 7 lambda =  0.4483701 
## Iteration 8 lambda =  0.4483701 
## Iteration 1 lambda =  0.5292151 
## Iteration 2 lambda =  0.4821366 
## Iteration 3 lambda =  0.4774288 
## Iteration 4 lambda =  0.476958 
## Iteration 5 lambda =  0.4769109 
## Iteration 6 lambda =  0.4769062 
## Iteration 7 lambda =  0.4769057 
## Iteration 8 lambda =  0.4769057 
## Iteration 1 lambda =  0.5319254 
## Iteration 2 lambda =  0.4851179 
## Iteration 3 lambda =  0.4804371 
## Iteration 4 lambda =  0.4799691 
## Iteration 5 lambda =  0.4799223 
## Iteration 6 lambda =  0.4799176 
## Iteration 7 lambda =  0.4799171 
## Iteration 8 lambda =  0.4799171 
## Iteration 1 lambda =  0.5887329 
## Iteration 2 lambda =  0.5476062 
## Iteration 3 lambda =  0.5434935 
## Iteration 4 lambda =  0.5430823 
## Iteration 5 lambda =  0.5430411 
## Iteration 6 lambda =  0.543037 
## Iteration 7 lambda =  0.5430366 
## Iteration 8 lambda =  0.5430366 
## Iteration 1 lambda =  0.5321869 
## Iteration 2 lambda =  0.4854056 
## Iteration 3 lambda =  0.4807275 
## Iteration 4 lambda =  0.4802597 
## Iteration 5 lambda =  0.4802129 
## Iteration 6 lambda =  0.4802082 
## Iteration 7 lambda =  0.4802078 
## Iteration 8 lambda =  0.4802077 
## Iteration 1 lambda =  0.6124172 
## Iteration 2 lambda =  0.5736589 
## Iteration 3 lambda =  0.569783 
## Iteration 4 lambda =  0.5693955 
## Iteration 5 lambda =  0.5693567 
## Iteration 6 lambda =  0.5693528 
## Iteration 7 lambda =  0.5693524 
## Iteration 8 lambda =  0.5693524 
## Iteration 1 lambda =  0.6107058 
## Iteration 2 lambda =  0.5717764 
## Iteration 3 lambda =  0.5678834 
## Iteration 4 lambda =  0.5674941 
## Iteration 5 lambda =  0.5674552 
## Iteration 6 lambda =  0.5674513 
## Iteration 7 lambda =  0.5674509 
## Iteration 8 lambda =  0.5674509 
## Iteration 1 lambda =  0.5512096 
## Iteration 2 lambda =  0.5063306 
## Iteration 3 lambda =  0.5018427 
## Iteration 4 lambda =  0.5013939 
## Iteration 5 lambda =  0.501349 
## Iteration 6 lambda =  0.5013445 
## Iteration 7 lambda =  0.5013441 
## Iteration 8 lambda =  0.501344 
## Iteration 1 lambda =  0.5692952 
## Iteration 2 lambda =  0.5262248 
## Iteration 3 lambda =  0.5219177 
## Iteration 4 lambda =  0.521487 
## Iteration 5 lambda =  0.5214439 
## Iteration 6 lambda =  0.5214396 
## Iteration 7 lambda =  0.5214392 
## Iteration 8 lambda =  0.5214392 
## Iteration 1 lambda =  0.5649298 
## Iteration 2 lambda =  0.5214228 
## Iteration 3 lambda =  0.5170721 
## Iteration 4 lambda =  0.5166371 
## Iteration 5 lambda =  0.5165935 
## Iteration 6 lambda =  0.5165892 
## Iteration 7 lambda =  0.5165888 
## Iteration 8 lambda =  0.5165887 
## Iteration 1 lambda =  0.5639345 
## Iteration 2 lambda =  0.5203279 
## Iteration 3 lambda =  0.5159673 
## Iteration 4 lambda =  0.5155312 
## Iteration 5 lambda =  0.5154876 
## Iteration 6 lambda =  0.5154832 
## Iteration 7 lambda =  0.5154828 
## Iteration 8 lambda =  0.5154828 
## Iteration 1 lambda =  0.576836 
## Iteration 2 lambda =  0.5345196 
## Iteration 3 lambda =  0.530288 
## Iteration 4 lambda =  0.5298648 
## Iteration 5 lambda =  0.5298225 
## Iteration 6 lambda =  0.5298183 
## Iteration 7 lambda =  0.5298179 
## Iteration 8 lambda =  0.5298178 
## Iteration 1 lambda =  0.5350723 
## Iteration 2 lambda =  0.4885795 
## Iteration 3 lambda =  0.4839303 
## Iteration 4 lambda =  0.4834653 
## Iteration 5 lambda =  0.4834188 
## Iteration 6 lambda =  0.4834142 
## Iteration 7 lambda =  0.4834137 
## Iteration 8 lambda =  0.4834137 
## Iteration 1 lambda =  0.5371385 
## Iteration 2 lambda =  0.4908523 
## Iteration 3 lambda =  0.4862237 
## Iteration 4 lambda =  0.4857608 
## Iteration 5 lambda =  0.4857146 
## Iteration 6 lambda =  0.4857099 
## Iteration 7 lambda =  0.4857095 
## Iteration 8 lambda =  0.4857094 
## Iteration 1 lambda =  0.5898803 
## Iteration 2 lambda =  0.5488683 
## Iteration 3 lambda =  0.5447671 
## Iteration 4 lambda =  0.544357 
## Iteration 5 lambda =  0.544316 
## Iteration 6 lambda =  0.5443119 
## Iteration 7 lambda =  0.5443115 
## Iteration 8 lambda =  0.5443114 
## Iteration 1 lambda =  0.5559649 
## Iteration 2 lambda =  0.5115614 
## Iteration 3 lambda =  0.507121 
## Iteration 4 lambda =  0.506677 
## Iteration 5 lambda =  0.5066326 
## Iteration 6 lambda =  0.5066282 
## Iteration 7 lambda =  0.5066277 
## Iteration 8 lambda =  0.5066277 
## Iteration 1 lambda =  0.5376749 
## Iteration 2 lambda =  0.4914424 
## Iteration 3 lambda =  0.4868192 
## Iteration 4 lambda =  0.4863568 
## Iteration 5 lambda =  0.4863106 
## Iteration 6 lambda =  0.486306 
## Iteration 7 lambda =  0.4863055 
## Iteration 8 lambda =  0.4863055 
## Iteration 1 lambda =  0.5333054 
## Iteration 2 lambda =  0.486636 
## Iteration 3 lambda =  0.481969 
## Iteration 4 lambda =  0.4815023 
## Iteration 5 lambda =  0.4814556 
## Iteration 6 lambda =  0.481451 
## Iteration 7 lambda =  0.4814505 
## Iteration 8 lambda =  0.4814505 
## Iteration 1 lambda =  0.6273209 
## Iteration 2 lambda =  0.5900529 
## Iteration 3 lambda =  0.5863262 
## Iteration 4 lambda =  0.5859535 
## Iteration 5 lambda =  0.5859162 
## Iteration 6 lambda =  0.5859125 
## Iteration 7 lambda =  0.5859121 
## Iteration 8 lambda =  0.5859121 
## Iteration 1 lambda =  0.5351372 
## Iteration 2 lambda =  0.4886509 
## Iteration 3 lambda =  0.4840023 
## Iteration 4 lambda =  0.4835374 
## Iteration 5 lambda =  0.4834909 
## Iteration 6 lambda =  0.4834863 
## Iteration 7 lambda =  0.4834858 
## Iteration 8 lambda =  0.4834858 
## Iteration 1 lambda =  0.594453 
## Iteration 2 lambda =  0.5538983 
## Iteration 3 lambda =  0.5498428 
## Iteration 4 lambda =  0.5494373 
## Iteration 5 lambda =  0.5493967 
## Iteration 6 lambda =  0.5493927 
## Iteration 7 lambda =  0.5493923 
## Iteration 8 lambda =  0.5493922 
## Iteration 1 lambda =  0.5324161 
## Iteration 2 lambda =  0.4856577 
## Iteration 3 lambda =  0.4809819 
## Iteration 4 lambda =  0.4805143 
## Iteration 5 lambda =  0.4804675 
## Iteration 6 lambda =  0.4804629 
## Iteration 7 lambda =  0.4804624 
## Iteration 8 lambda =  0.4804624 
## Iteration 1 lambda =  0.5821853 
## Iteration 2 lambda =  0.5404038 
## Iteration 3 lambda =  0.5362257 
## Iteration 4 lambda =  0.5358079 
## Iteration 5 lambda =  0.5357661 
## Iteration 6 lambda =  0.5357619 
## Iteration 7 lambda =  0.5357615 
## Iteration 8 lambda =  0.5357615 
## Iteration 1 lambda =  0.467475 
## Iteration 2 lambda =  0.4142225 
## Iteration 3 lambda =  0.4088972 
## Iteration 4 lambda =  0.4083647 
## Iteration 5 lambda =  0.4083114 
## Iteration 6 lambda =  0.4083061 
## Iteration 7 lambda =  0.4083056 
## Iteration 8 lambda =  0.4083055 
## Iteration 1 lambda =  0.5893543 
## Iteration 2 lambda =  0.5482897 
## Iteration 3 lambda =  0.5441833 
## Iteration 4 lambda =  0.5437726 
## Iteration 5 lambda =  0.5437316 
## Iteration 6 lambda =  0.5437275 
## Iteration 7 lambda =  0.5437271 
## Iteration 8 lambda =  0.543727 
## Iteration 1 lambda =  0.6023496 
## Iteration 2 lambda =  0.5625846 
## Iteration 3 lambda =  0.5586081 
## Iteration 4 lambda =  0.5582104 
## Iteration 5 lambda =  0.5581707 
## Iteration 6 lambda =  0.5581667 
## Iteration 7 lambda =  0.5581663 
## Iteration 8 lambda =  0.5581663 
## Iteration 1 lambda =  0.6148344 
## Iteration 2 lambda =  0.5763179 
## Iteration 3 lambda =  0.5724662 
## Iteration 4 lambda =  0.5720811 
## Iteration 5 lambda =  0.5720425 
## Iteration 6 lambda =  0.5720387 
## Iteration 7 lambda =  0.5720383 
## Iteration 8 lambda =  0.5720383 
## Iteration 1 lambda =  0.5943504 
## Iteration 2 lambda =  0.5537855 
## Iteration 3 lambda =  0.549729 
## Iteration 4 lambda =  0.5493233 
## Iteration 5 lambda =  0.5492828 
## Iteration 6 lambda =  0.5492787 
## Iteration 7 lambda =  0.5492783 
## Iteration 8 lambda =  0.5492783 
## Iteration 1 lambda =  0.5418724 
## Iteration 2 lambda =  0.4960596 
## Iteration 3 lambda =  0.4914783 
## Iteration 4 lambda =  0.4910202 
## Iteration 5 lambda =  0.4909744 
## Iteration 6 lambda =  0.4909698 
## Iteration 7 lambda =  0.4909694 
## Iteration 8 lambda =  0.4909693 
## Iteration 1 lambda =  0.5573943 
## Iteration 2 lambda =  0.5131337 
## Iteration 3 lambda =  0.5087076 
## Iteration 4 lambda =  0.508265 
## Iteration 5 lambda =  0.5082208 
## Iteration 6 lambda =  0.5082163 
## Iteration 7 lambda =  0.5082159 
## Iteration 8 lambda =  0.5082159 
## Iteration 1 lambda =  0.6002143 
## Iteration 2 lambda =  0.5602357 
## Iteration 3 lambda =  0.5562378 
## Iteration 4 lambda =  0.555838 
## Iteration 5 lambda =  0.5557981 
## Iteration 6 lambda =  0.5557941 
## Iteration 7 lambda =  0.5557937 
## Iteration 8 lambda =  0.5557936 
## Iteration 1 lambda =  0.5338571 
## Iteration 2 lambda =  0.4872428 
## Iteration 3 lambda =  0.4825814 
## Iteration 4 lambda =  0.4821153 
## Iteration 5 lambda =  0.4820687 
## Iteration 6 lambda =  0.482064 
## Iteration 7 lambda =  0.4820635 
## Iteration 8 lambda =  0.4820635 
## Iteration 1 lambda =  0.5632005 
## Iteration 2 lambda =  0.5195205 
## Iteration 3 lambda =  0.5151525 
## Iteration 4 lambda =  0.5147157 
## Iteration 5 lambda =  0.5146721 
## Iteration 6 lambda =  0.5146677 
## Iteration 7 lambda =  0.5146673 
## Iteration 8 lambda =  0.5146672 
## Iteration 1 lambda =  0.5046143 
## Iteration 2 lambda =  0.4550757 
## Iteration 3 lambda =  0.4501219 
## Iteration 4 lambda =  0.4496265 
## Iteration 5 lambda =  0.4495769 
## Iteration 6 lambda =  0.449572 
## Iteration 7 lambda =  0.4495715 
## Iteration 8 lambda =  0.4495714 
## Iteration 1 lambda =  0.5237371 
## Iteration 2 lambda =  0.4761108 
## Iteration 3 lambda =  0.4713481 
## Iteration 4 lambda =  0.4708719 
## Iteration 5 lambda =  0.4708243 
## Iteration 6 lambda =  0.4708195 
## Iteration 7 lambda =  0.470819 
## Iteration 8 lambda =  0.470819 
## Iteration 1 lambda =  0.5337503 
## Iteration 2 lambda =  0.4871253 
## Iteration 3 lambda =  0.4824628 
## Iteration 4 lambda =  0.4819966 
## Iteration 5 lambda =  0.4819499 
## Iteration 6 lambda =  0.4819453 
## Iteration 7 lambda =  0.4819448 
## Iteration 8 lambda =  0.4819448 
## Iteration 1 lambda =  0.4644958 
## Iteration 2 lambda =  0.4109454 
## Iteration 3 lambda =  0.4055904 
## Iteration 4 lambda =  0.4050549 
## Iteration 5 lambda =  0.4050013 
## Iteration 6 lambda =  0.4049959 
## Iteration 7 lambda =  0.4049954 
## Iteration 8 lambda =  0.4049954 
## Iteration 1 lambda =  0.6385223 
## Iteration 2 lambda =  0.6023745 
## Iteration 3 lambda =  0.5987598 
## Iteration 4 lambda =  0.5983983 
## Iteration 5 lambda =  0.5983621 
## Iteration 6 lambda =  0.5983585 
## Iteration 7 lambda =  0.5983582 
## Iteration 8 lambda =  0.5983581 
## Iteration 1 lambda =  0.5641301 
## Iteration 2 lambda =  0.5205431 
## Iteration 3 lambda =  0.5161844 
## Iteration 4 lambda =  0.5157486 
## Iteration 5 lambda =  0.515705 
## Iteration 6 lambda =  0.5157006 
## Iteration 7 lambda =  0.5157002 
## Iteration 8 lambda =  0.5157001 
## Iteration 1 lambda =  0.5279139 
## Iteration 2 lambda =  0.4807053 
## Iteration 3 lambda =  0.4759844 
## Iteration 4 lambda =  0.4755123 
## Iteration 5 lambda =  0.4754651 
## Iteration 6 lambda =  0.4754604 
## Iteration 7 lambda =  0.4754599 
## Iteration 8 lambda =  0.4754599 
## Iteration 1 lambda =  0.6275984 
## Iteration 2 lambda =  0.5903582 
## Iteration 3 lambda =  0.5866342 
## Iteration 4 lambda =  0.5862618 
## Iteration 5 lambda =  0.5862246 
## Iteration 6 lambda =  0.5862208 
## Iteration 7 lambda =  0.5862205 
## Iteration 8 lambda =  0.5862204 
## Iteration 1 lambda =  0.5570299 
## Iteration 2 lambda =  0.5127329 
## Iteration 3 lambda =  0.5083032 
## Iteration 4 lambda =  0.5078602 
## Iteration 5 lambda =  0.507816 
## Iteration 6 lambda =  0.5078115 
## Iteration 7 lambda =  0.5078111 
## Iteration 8 lambda =  0.507811 
## Iteration 1 lambda =  0.5764225 
## Iteration 2 lambda =  0.5340647 
## Iteration 3 lambda =  0.5298289 
## Iteration 4 lambda =  0.5294054 
## Iteration 5 lambda =  0.529363 
## Iteration 6 lambda =  0.5293588 
## Iteration 7 lambda =  0.5293583 
## Iteration 8 lambda =  0.5293583 
## Iteration 1 lambda =  0.5304823 
## Iteration 2 lambda =  0.4835306 
## Iteration 3 lambda =  0.4788354 
## Iteration 4 lambda =  0.4783659 
## Iteration 5 lambda =  0.4783189 
## Iteration 6 lambda =  0.4783142 
## Iteration 7 lambda =  0.4783138 
## Iteration 8 lambda =  0.4783137 
## Iteration 1 lambda =  0.5001954 
## Iteration 2 lambda =  0.4502149 
## Iteration 3 lambda =  0.4452168 
## Iteration 4 lambda =  0.444717 
## Iteration 5 lambda =  0.4446671 
## Iteration 6 lambda =  0.4446621 
## Iteration 7 lambda =  0.4446616 
## Iteration 8 lambda =  0.4446615 
## Iteration 1 lambda =  0.5386171 
## Iteration 2 lambda =  0.4924788 
## Iteration 3 lambda =  0.487865 
## Iteration 4 lambda =  0.4874036 
## Iteration 5 lambda =  0.4873575 
## Iteration 6 lambda =  0.4873529 
## Iteration 7 lambda =  0.4873524 
## Iteration 8 lambda =  0.4873524 
## Iteration 1 lambda =  0.5429301 
## Iteration 2 lambda =  0.4972231 
## Iteration 3 lambda =  0.4926524 
## Iteration 4 lambda =  0.4921954 
## Iteration 5 lambda =  0.4921497 
## Iteration 6 lambda =  0.4921451 
## Iteration 7 lambda =  0.4921446 
## Iteration 8 lambda =  0.4921446 
## Iteration 1 lambda =  0.5402767 
## Iteration 2 lambda =  0.4943044 
## Iteration 3 lambda =  0.4897072 
## Iteration 4 lambda =  0.4892475 
## Iteration 5 lambda =  0.4892015 
## Iteration 6 lambda =  0.4891969 
## Iteration 7 lambda =  0.4891964 
## Iteration 8 lambda =  0.4891964 
## Iteration 1 lambda =  0.520239 
## Iteration 2 lambda =  0.4722629 
## Iteration 3 lambda =  0.4674653 
## Iteration 4 lambda =  0.4669856 
## Iteration 5 lambda =  0.4669376 
## Iteration 6 lambda =  0.4669328 
## Iteration 7 lambda =  0.4669323 
## Iteration 8 lambda =  0.4669323 
## Iteration 1 lambda =  0.5785788 
## Iteration 2 lambda =  0.5364367 
## Iteration 3 lambda =  0.5322225 
## Iteration 4 lambda =  0.531801 
## Iteration 5 lambda =  0.5317589 
## Iteration 6 lambda =  0.5317547 
## Iteration 7 lambda =  0.5317543 
## Iteration 8 lambda =  0.5317542 
## Iteration 1 lambda =  0.5714282 
## Iteration 2 lambda =  0.528571 
## Iteration 3 lambda =  0.5242853 
## Iteration 4 lambda =  0.5238567 
## Iteration 5 lambda =  0.5238139 
## Iteration 6 lambda =  0.5238096 
## Iteration 7 lambda =  0.5238091 
## Iteration 8 lambda =  0.5238091 
## Iteration 1 lambda =  0.546318 
## Iteration 2 lambda =  0.5009498 
## Iteration 3 lambda =  0.496413 
## Iteration 4 lambda =  0.4959593 
## Iteration 5 lambda =  0.495914 
## Iteration 6 lambda =  0.4959094 
## Iteration 7 lambda =  0.495909 
## Iteration 8 lambda =  0.4959089 
## Iteration 1 lambda =  0.5277422 
## Iteration 2 lambda =  0.4805164 
## Iteration 3 lambda =  0.4757938 
## Iteration 4 lambda =  0.4753216 
## Iteration 5 lambda =  0.4752744 
## Iteration 6 lambda =  0.4752696 
## Iteration 7 lambda =  0.4752692 
## Iteration 8 lambda =  0.4752691 
## Iteration 1 lambda =  0.5460068 
## Iteration 2 lambda =  0.5006075 
## Iteration 3 lambda =  0.4960676 
## Iteration 4 lambda =  0.4956136 
## Iteration 5 lambda =  0.4955682 
## Iteration 6 lambda =  0.4955637 
## Iteration 7 lambda =  0.4955632 
## Iteration 8 lambda =  0.4955632 
## Iteration 1 lambda =  0.5251213 
## Iteration 2 lambda =  0.4776334 
## Iteration 3 lambda =  0.4728846 
## Iteration 4 lambda =  0.4724097 
## Iteration 5 lambda =  0.4723622 
## Iteration 6 lambda =  0.4723575 
## Iteration 7 lambda =  0.472357 
## Iteration 8 lambda =  0.472357 
## Iteration 1 lambda =  0.5206513 
## Iteration 2 lambda =  0.4727164 
## Iteration 3 lambda =  0.467923 
## Iteration 4 lambda =  0.4674436 
## Iteration 5 lambda =  0.4673957 
## Iteration 6 lambda =  0.4673909 
## Iteration 7 lambda =  0.4673904 
## Iteration 8 lambda =  0.4673904 
## Iteration 1 lambda =  0.5660199 
## Iteration 2 lambda =  0.5226218 
## Iteration 3 lambda =  0.518282 
## Iteration 4 lambda =  0.5178481 
## Iteration 5 lambda =  0.5178047 
## Iteration 6 lambda =  0.5178003 
## Iteration 7 lambda =  0.5177999 
## Iteration 8 lambda =  0.5177998 
## Iteration 1 lambda =  0.525402 
## Iteration 2 lambda =  0.4779422 
## Iteration 3 lambda =  0.4731962 
## Iteration 4 lambda =  0.4727216 
## Iteration 5 lambda =  0.4726741 
## Iteration 6 lambda =  0.4726694 
## Iteration 7 lambda =  0.4726689 
## Iteration 8 lambda =  0.4726689 
## Iteration 1 lambda =  0.5190735 
## Iteration 2 lambda =  0.4709808 
## Iteration 3 lambda =  0.4661715 
## Iteration 4 lambda =  0.4656906 
## Iteration 5 lambda =  0.4656425 
## Iteration 6 lambda =  0.4656377 
## Iteration 7 lambda =  0.4656372 
## Iteration 8 lambda =  0.4656372 
## Iteration 1 lambda =  0.5822714 
## Iteration 2 lambda =  0.5404986 
## Iteration 3 lambda =  0.5363213 
## Iteration 4 lambda =  0.5359036 
## Iteration 5 lambda =  0.5358618 
## Iteration 6 lambda =  0.5358576 
## Iteration 7 lambda =  0.5358572 
## Iteration 8 lambda =  0.5358572 
## Iteration 1 lambda =  0.555964 
## Iteration 2 lambda =  0.5115605 
## Iteration 3 lambda =  0.5071201 
## Iteration 4 lambda =  0.5066761 
## Iteration 5 lambda =  0.5066317 
## Iteration 6 lambda =  0.5066272 
## Iteration 7 lambda =  0.5066268 
## Iteration 8 lambda =  0.5066267 
## Iteration 1 lambda =  0.5632987 
## Iteration 2 lambda =  0.5196286 
## Iteration 3 lambda =  0.5152616 
## Iteration 4 lambda =  0.5148249 
## Iteration 5 lambda =  0.5147812 
## Iteration 6 lambda =  0.5147768 
## Iteration 7 lambda =  0.5147764 
## Iteration 8 lambda =  0.5147764 
## Iteration 1 lambda =  0.5159127 
## Iteration 2 lambda =  0.4675039 
## Iteration 3 lambda =  0.4626631 
## Iteration 4 lambda =  0.462179 
## Iteration 5 lambda =  0.4621306 
## Iteration 6 lambda =  0.4621257 
## Iteration 7 lambda =  0.4621253 
## Iteration 8 lambda =  0.4621252 
## Iteration 1 lambda =  0.4897076 
## Iteration 2 lambda =  0.4386784 
## Iteration 3 lambda =  0.4335755 
## Iteration 4 lambda =  0.4330652 
## Iteration 5 lambda =  0.4330142 
## Iteration 6 lambda =  0.4330091 
## Iteration 7 lambda =  0.4330085 
## Iteration 8 lambda =  0.4330085 
## Iteration 1 lambda =  0.5580324 
## Iteration 2 lambda =  0.5138356 
## Iteration 3 lambda =  0.5094159 
## Iteration 4 lambda =  0.508974 
## Iteration 5 lambda =  0.5089298 
## Iteration 6 lambda =  0.5089254 
## Iteration 7 lambda =  0.5089249 
## Iteration 8 lambda =  0.5089249 
## Iteration 1 lambda =  0.5248147 
## Iteration 2 lambda =  0.4772962 
## Iteration 3 lambda =  0.4725443 
## Iteration 4 lambda =  0.4720691 
## Iteration 5 lambda =  0.4720216 
## Iteration 6 lambda =  0.4720169 
## Iteration 7 lambda =  0.4720164 
## Iteration 8 lambda =  0.4720163 
## Iteration 1 lambda =  0.5546549 
## Iteration 2 lambda =  0.5101204 
## Iteration 3 lambda =  0.5056669 
## Iteration 4 lambda =  0.5052216 
## Iteration 5 lambda =  0.505177 
## Iteration 6 lambda =  0.5051726 
## Iteration 7 lambda =  0.5051721 
## Iteration 8 lambda =  0.5051721 
## Iteration 1 lambda =  0.512349 
## Iteration 2 lambda =  0.4635839 
## Iteration 3 lambda =  0.4587074 
## Iteration 4 lambda =  0.4582198 
## Iteration 5 lambda =  0.458171 
## Iteration 6 lambda =  0.4581661 
## Iteration 7 lambda =  0.4581656 
## Iteration 8 lambda =  0.4581656 
## Iteration 1 lambda =  0.5224332 
## Iteration 2 lambda =  0.4746766 
## Iteration 3 lambda =  0.4699009 
## Iteration 4 lambda =  0.4694233 
## Iteration 5 lambda =  0.4693756 
## Iteration 6 lambda =  0.4693708 
## Iteration 7 lambda =  0.4693703 
## Iteration 8 lambda =  0.4693703 
## Iteration 1 lambda =  0.5060414 
## Iteration 2 lambda =  0.4566455 
## Iteration 3 lambda =  0.4517059 
## Iteration 4 lambda =  0.451212 
## Iteration 5 lambda =  0.4511626 
## Iteration 6 lambda =  0.4511576 
## Iteration 7 lambda =  0.4511571 
## Iteration 8 lambda =  0.4511571 
## Iteration 1 lambda =  0.5384972 
## Iteration 2 lambda =  0.492347 
## Iteration 3 lambda =  0.4877319 
## Iteration 4 lambda =  0.4872704 
## Iteration 5 lambda =  0.4872243 
## Iteration 6 lambda =  0.4872197 
## Iteration 7 lambda =  0.4872192 
## Iteration 8 lambda =  0.4872192 
## Iteration 1 lambda =  0.518328 
## Iteration 2 lambda =  0.4701608 
## Iteration 3 lambda =  0.4653441 
## Iteration 4 lambda =  0.4648624 
## Iteration 5 lambda =  0.4648143 
## Iteration 6 lambda =  0.4648094 
## Iteration 7 lambda =  0.464809 
## Iteration 8 lambda =  0.4648089 
## Iteration 1 lambda =  0.4927216 
## Iteration 2 lambda =  0.4419937 
## Iteration 3 lambda =  0.436921 
## Iteration 4 lambda =  0.4364137 
## Iteration 5 lambda =  0.436363 
## Iteration 6 lambda =  0.4363579 
## Iteration 7 lambda =  0.4363574 
## Iteration 8 lambda =  0.4363573 
## Iteration 1 lambda =  0.4398919 
## Iteration 2 lambda =  0.3838811 
## Iteration 3 lambda =  0.37828 
## Iteration 4 lambda =  0.3777199 
## Iteration 5 lambda =  0.3776639 
## Iteration 6 lambda =  0.3776583 
## Iteration 7 lambda =  0.3776577 
## Iteration 8 lambda =  0.3776577 
## Iteration 1 lambda =  0.5617057 
## Iteration 2 lambda =  0.5178762 
## Iteration 3 lambda =  0.5134933 
## Iteration 4 lambda =  0.513055 
## Iteration 5 lambda =  0.5130112 
## Iteration 6 lambda =  0.5130068 
## Iteration 7 lambda =  0.5130063 
## Iteration 8 lambda =  0.5130063 
## Iteration 1 lambda =  0.5628264 
## Iteration 2 lambda =  0.5191091 
## Iteration 3 lambda =  0.5147373 
## Iteration 4 lambda =  0.5143002 
## Iteration 5 lambda =  0.5142564 
## Iteration 6 lambda =  0.5142521 
## Iteration 7 lambda =  0.5142516 
## Iteration 8 lambda =  0.5142516 
## Iteration 1 lambda =  0.5133263 
## Iteration 2 lambda =  0.4646589 
## Iteration 3 lambda =  0.4597922 
## Iteration 4 lambda =  0.4593055 
## Iteration 5 lambda =  0.4592568 
## Iteration 6 lambda =  0.459252 
## Iteration 7 lambda =  0.4592515 
## Iteration 8 lambda =  0.4592514 
## Iteration 1 lambda =  0.5377162 
## Iteration 2 lambda =  0.4914878 
## Iteration 3 lambda =  0.4868649 
## Iteration 4 lambda =  0.4864027 
## Iteration 5 lambda =  0.4863564 
## Iteration 6 lambda =  0.4863518 
## Iteration 7 lambda =  0.4863513 
## Iteration 8 lambda =  0.4863513 
## Iteration 1 lambda =  0.5093099 
## Iteration 2 lambda =  0.4602409 
## Iteration 3 lambda =  0.455334 
## Iteration 4 lambda =  0.4548433 
## Iteration 5 lambda =  0.4547942 
## Iteration 6 lambda =  0.4547893 
## Iteration 7 lambda =  0.4547888 
## Iteration 8 lambda =  0.4547888 
## Iteration 1 lambda =  0.552948 
## Iteration 2 lambda =  0.5082428 
## Iteration 3 lambda =  0.5037723 
## Iteration 4 lambda =  0.5033253 
## Iteration 5 lambda =  0.5032806 
## Iteration 6 lambda =  0.5032761 
## Iteration 7 lambda =  0.5032756 
## Iteration 8 lambda =  0.5032756 
## Iteration 1 lambda =  0.5183207 
## Iteration 2 lambda =  0.4701528 
## Iteration 3 lambda =  0.465336 
## Iteration 4 lambda =  0.4648543 
## Iteration 5 lambda =  0.4648061 
## Iteration 6 lambda =  0.4648013 
## Iteration 7 lambda =  0.4648008 
## Iteration 8 lambda =  0.4648008 
## Iteration 1 lambda =  0.5535498 
## Iteration 2 lambda =  0.5089047 
## Iteration 3 lambda =  0.5044402 
## Iteration 4 lambda =  0.5039938 
## Iteration 5 lambda =  0.5039491 
## Iteration 6 lambda =  0.5039447 
## Iteration 7 lambda =  0.5039442 
## Iteration 8 lambda =  0.5039442 
## Iteration 1 lambda =  0.5174346 
## Iteration 2 lambda =  0.4691781 
## Iteration 3 lambda =  0.4643524 
## Iteration 4 lambda =  0.4638699 
## Iteration 5 lambda =  0.4638216 
## Iteration 6 lambda =  0.4638168 
## Iteration 7 lambda =  0.4638163 
## Iteration 8 lambda =  0.4638163 
## Iteration 1 lambda =  0.5173356 
## Iteration 2 lambda =  0.4690692 
## Iteration 3 lambda =  0.4642426 
## Iteration 4 lambda =  0.4637599 
## Iteration 5 lambda =  0.4637116 
## Iteration 6 lambda =  0.4637068 
## Iteration 7 lambda =  0.4637063 
## Iteration 8 lambda =  0.4637063 
## Iteration 1 lambda =  0.4965738 
## Iteration 2 lambda =  0.4462312 
## Iteration 3 lambda =  0.441197 
## Iteration 4 lambda =  0.4406935 
## Iteration 5 lambda =  0.4406432 
## Iteration 6 lambda =  0.4406382 
## Iteration 7 lambda =  0.4406376 
## Iteration 8 lambda =  0.4406376 
## Iteration 1 lambda =  0.5607171 
## Iteration 2 lambda =  0.5167888 
## Iteration 3 lambda =  0.512396 
## Iteration 4 lambda =  0.5119567 
## Iteration 5 lambda =  0.5119128 
## Iteration 6 lambda =  0.5119084 
## Iteration 7 lambda =  0.5119079 
## Iteration 8 lambda =  0.5119079 
## Iteration 1 lambda =  0.4994338 
## Iteration 2 lambda =  0.4493772 
## Iteration 3 lambda =  0.4443716 
## Iteration 4 lambda =  0.443871 
## Iteration 5 lambda =  0.4438209 
## Iteration 6 lambda =  0.4438159 
## Iteration 7 lambda =  0.4438154 
## Iteration 8 lambda =  0.4438154 
## Iteration 1 lambda =  0.502029 
## Iteration 2 lambda =  0.4522319 
## Iteration 3 lambda =  0.4472521 
## Iteration 4 lambda =  0.4467542 
## Iteration 5 lambda =  0.4467044 
## Iteration 6 lambda =  0.4466994 
## Iteration 7 lambda =  0.4466989 
## Iteration 8 lambda =  0.4466988 
## Iteration 1 lambda =  0.5703073 
## Iteration 2 lambda =  0.5273381 
## Iteration 3 lambda =  0.5230412 
## Iteration 4 lambda =  0.5226115 
## Iteration 5 lambda =  0.5225685 
## Iteration 6 lambda =  0.5225642 
## Iteration 7 lambda =  0.5225638 
## Iteration 8 lambda =  0.5225637 
## Iteration 1 lambda =  0.5541659 
## Iteration 2 lambda =  0.5095825 
## Iteration 3 lambda =  0.5051242 
## Iteration 4 lambda =  0.5046783 
## Iteration 5 lambda =  0.5046337 
## Iteration 6 lambda =  0.5046293 
## Iteration 7 lambda =  0.5046288 
## Iteration 8 lambda =  0.5046288 
## Iteration 1 lambda =  0.538909 
## Iteration 2 lambda =  0.4927999 
## Iteration 3 lambda =  0.488189 
## Iteration 4 lambda =  0.4877279 
## Iteration 5 lambda =  0.4876818 
## Iteration 6 lambda =  0.4876772 
## Iteration 7 lambda =  0.4876767 
## Iteration 8 lambda =  0.4876767 
## Iteration 1 lambda =  0.558311 
## Iteration 2 lambda =  0.5141421 
## Iteration 3 lambda =  0.5097252 
## Iteration 4 lambda =  0.5092835 
## Iteration 5 lambda =  0.5092393 
## Iteration 6 lambda =  0.5092349 
## Iteration 7 lambda =  0.5092345 
## Iteration 8 lambda =  0.5092344 
## Iteration 1 lambda =  0.4900654 
## Iteration 2 lambda =  0.4390719 
## Iteration 3 lambda =  0.4339726 
## Iteration 4 lambda =  0.4334627 
## Iteration 5 lambda =  0.4334117 
## Iteration 6 lambda =  0.4334066 
## Iteration 7 lambda =  0.4334061 
## Iteration 8 lambda =  0.433406 
## Iteration 1 lambda =  0.5242697 
## Iteration 2 lambda =  0.4766967 
## Iteration 3 lambda =  0.4719394 
## Iteration 4 lambda =  0.4714636 
## Iteration 5 lambda =  0.4714161 
## Iteration 6 lambda =  0.4714113 
## Iteration 7 lambda =  0.4714108 
## Iteration 8 lambda =  0.4714108 
## Iteration 1 lambda =  0.5432055 
## Iteration 2 lambda =  0.4975261 
## Iteration 3 lambda =  0.4929581 
## Iteration 4 lambda =  0.4925013 
## Iteration 5 lambda =  0.4924557 
## Iteration 6 lambda =  0.4924511 
## Iteration 7 lambda =  0.4924506 
## Iteration 8 lambda =  0.4924506 
## Iteration 1 lambda =  0.5456267 
## Iteration 2 lambda =  0.5001894 
## Iteration 3 lambda =  0.4956457 
## Iteration 4 lambda =  0.4951913 
## Iteration 5 lambda =  0.4951459 
## Iteration 6 lambda =  0.4951413 
## Iteration 7 lambda =  0.4951409 
## Iteration 8 lambda =  0.4951408 
## Iteration 1 lambda =  0.5652889 
## Iteration 2 lambda =  0.5218178 
## Iteration 3 lambda =  0.5174707 
## Iteration 4 lambda =  0.517036 
## Iteration 5 lambda =  0.5169926 
## Iteration 6 lambda =  0.5169882 
## Iteration 7 lambda =  0.5169878 
## Iteration 8 lambda =  0.5169877 
## Iteration 1 lambda =  0.5812049 
## Iteration 2 lambda =  0.5393254 
## Iteration 3 lambda =  0.5351375 
## Iteration 4 lambda =  0.5347187 
## Iteration 5 lambda =  0.5346768 
## Iteration 6 lambda =  0.5346726 
## Iteration 7 lambda =  0.5346722 
## Iteration 8 lambda =  0.5346722 
## Iteration 1 lambda =  0.5889997 
## Iteration 2 lambda =  0.5478997 
## Iteration 3 lambda =  0.5437897 
## Iteration 4 lambda =  0.5433787 
## Iteration 5 lambda =  0.5433376 
## Iteration 6 lambda =  0.5433335 
## Iteration 7 lambda =  0.5433331 
## Iteration 8 lambda =  0.543333 
## Iteration 1 lambda =  0.5302274 
## Iteration 2 lambda =  0.4832501 
## Iteration 3 lambda =  0.4785524 
## Iteration 4 lambda =  0.4780826 
## Iteration 5 lambda =  0.4780356 
## Iteration 6 lambda =  0.4780309 
## Iteration 7 lambda =  0.4780304 
## Iteration 8 lambda =  0.4780304 
## Iteration 1 lambda =  0.5658269 
## Iteration 2 lambda =  0.5224096 
## Iteration 3 lambda =  0.5180679 
## Iteration 4 lambda =  0.5176337 
## Iteration 5 lambda =  0.5175903 
## Iteration 6 lambda =  0.517586 
## Iteration 7 lambda =  0.5175855 
## Iteration 8 lambda =  0.5175855 
## Iteration 1 lambda =  0.5180607 
## Iteration 2 lambda =  0.4698667 
## Iteration 3 lambda =  0.4650473 
## Iteration 4 lambda =  0.4645654 
## Iteration 5 lambda =  0.4645172 
## Iteration 6 lambda =  0.4645124 
## Iteration 7 lambda =  0.4645119 
## Iteration 8 lambda =  0.4645119 
## Iteration 1 lambda =  0.5618786 
## Iteration 2 lambda =  0.5180664 
## Iteration 3 lambda =  0.5136852 
## Iteration 4 lambda =  0.5132471 
## Iteration 5 lambda =  0.5132033 
## Iteration 6 lambda =  0.5131989 
## Iteration 7 lambda =  0.5131984 
## Iteration 8 lambda =  0.5131984 
## Iteration 1 lambda =  0.6228419 
## Iteration 2 lambda =  0.5851261 
## Iteration 3 lambda =  0.5813545 
## Iteration 4 lambda =  0.5809774 
## Iteration 5 lambda =  0.5809397 
## Iteration 6 lambda =  0.5809359 
## Iteration 7 lambda =  0.5809355 
## Iteration 8 lambda =  0.5809355 
## Iteration 1 lambda =  0.4899991 
## Iteration 2 lambda =  0.438999 
## Iteration 3 lambda =  0.433899 
## Iteration 4 lambda =  0.433389 
## Iteration 5 lambda =  0.433338 
## Iteration 6 lambda =  0.4333329 
## Iteration 7 lambda =  0.4333324 
## Iteration 8 lambda =  0.4333324 
## Iteration 1 lambda =  0.4733671 
## Iteration 2 lambda =  0.4207038 
## Iteration 3 lambda =  0.4154374 
## Iteration 4 lambda =  0.4149108 
## Iteration 5 lambda =  0.4148581 
## Iteration 6 lambda =  0.4148529 
## Iteration 7 lambda =  0.4148524 
## Iteration 8 lambda =  0.4148523 
## Iteration 1 lambda =  0.5576225 
## Iteration 2 lambda =  0.5133848 
## Iteration 3 lambda =  0.508961 
## Iteration 4 lambda =  0.5085186 
## Iteration 5 lambda =  0.5084744 
## Iteration 6 lambda =  0.50847 
## Iteration 7 lambda =  0.5084695 
## Iteration 8 lambda =  0.5084695 
## Iteration 1 lambda =  0.5408767 
## Iteration 2 lambda =  0.4949644 
## Iteration 3 lambda =  0.4903732 
## Iteration 4 lambda =  0.489914 
## Iteration 5 lambda =  0.4898681 
## Iteration 6 lambda =  0.4898635 
## Iteration 7 lambda =  0.4898631 
## Iteration 8 lambda =  0.489863 
## Iteration 1 lambda =  0.4877419 
## Iteration 2 lambda =  0.4365161 
## Iteration 3 lambda =  0.4313935 
## Iteration 4 lambda =  0.4308813 
## Iteration 5 lambda =  0.4308301 
## Iteration 6 lambda =  0.4308249 
## Iteration 7 lambda =  0.4308244 
## Iteration 8 lambda =  0.4308244 
## Iteration 1 lambda =  0.5308661 
## Iteration 2 lambda =  0.4839527 
## Iteration 3 lambda =  0.4792614 
## Iteration 4 lambda =  0.4787922 
## Iteration 5 lambda =  0.4787453 
## Iteration 6 lambda =  0.4787406 
## Iteration 7 lambda =  0.4787402 
## Iteration 8 lambda =  0.4787401 
## Iteration 1 lambda =  0.527356 
## Iteration 2 lambda =  0.4800916 
## Iteration 3 lambda =  0.4753651 
## Iteration 4 lambda =  0.4748925 
## Iteration 5 lambda =  0.4748452 
## Iteration 6 lambda =  0.4748405 
## Iteration 7 lambda =  0.47484 
## Iteration 8 lambda =  0.47484 
## Iteration 1 lambda =  0.5105739 
## Iteration 2 lambda =  0.4616313 
## Iteration 3 lambda =  0.456737 
## Iteration 4 lambda =  0.4562476 
## Iteration 5 lambda =  0.4561987 
## Iteration 6 lambda =  0.4561938 
## Iteration 7 lambda =  0.4561933 
## Iteration 8 lambda =  0.4561932 
## Iteration 1 lambda =  0.5853912 
## Iteration 2 lambda =  0.5439303 
## Iteration 3 lambda =  0.5397842 
## Iteration 4 lambda =  0.5393696 
## Iteration 5 lambda =  0.5393282 
## Iteration 6 lambda =  0.539324 
## Iteration 7 lambda =  0.5393236 
## Iteration 8 lambda =  0.5393236 
## Iteration 1 lambda =  0.485448 
## Iteration 2 lambda =  0.4339928 
## Iteration 3 lambda =  0.4288473 
## Iteration 4 lambda =  0.4283328 
## Iteration 5 lambda =  0.4282813 
## Iteration 6 lambda =  0.4282762 
## Iteration 7 lambda =  0.4282756 
## Iteration 8 lambda =  0.4282756 
## Iteration 1 lambda =  0.5821361 
## Iteration 2 lambda =  0.5403498 
## Iteration 3 lambda =  0.5361711 
## Iteration 4 lambda =  0.5357533 
## Iteration 5 lambda =  0.5357115 
## Iteration 6 lambda =  0.5357073 
## Iteration 7 lambda =  0.5357069 
## Iteration 8 lambda =  0.5357068 
## Iteration 1 lambda =  0.4385571 
## Iteration 2 lambda =  0.3824128 
## Iteration 3 lambda =  0.3767983 
## Iteration 4 lambda =  0.3762369 
## Iteration 5 lambda =  0.3761808 
## Iteration 6 lambda =  0.3761751 
## Iteration 7 lambda =  0.3761746 
## Iteration 8 lambda =  0.3761745 
## Iteration 1 lambda =  0.4846111 
## Iteration 2 lambda =  0.4330723 
## Iteration 3 lambda =  0.4279184 
## Iteration 4 lambda =  0.427403 
## Iteration 5 lambda =  0.4273514 
## Iteration 6 lambda =  0.4273463 
## Iteration 7 lambda =  0.4273458 
## Iteration 8 lambda =  0.4273457 
## Iteration 1 lambda =  0.5078037 
## Iteration 2 lambda =  0.4585841 
## Iteration 3 lambda =  0.4536621 
## Iteration 4 lambda =  0.4531699 
## Iteration 5 lambda =  0.4531207 
## Iteration 6 lambda =  0.4531158 
## Iteration 7 lambda =  0.4531153 
## Iteration 8 lambda =  0.4531152 
## Iteration 1 lambda =  0.5879384 
## Iteration 2 lambda =  0.5467323 
## Iteration 3 lambda =  0.5426116 
## Iteration 4 lambda =  0.5421996 
## Iteration 5 lambda =  0.5421584 
## Iteration 6 lambda =  0.5421543 
## Iteration 7 lambda =  0.5421538 
## Iteration 8 lambda =  0.5421538 
## Iteration 1 lambda =  0.556319 
## Iteration 2 lambda =  0.5119509 
## Iteration 3 lambda =  0.5075141 
## Iteration 4 lambda =  0.5070704 
## Iteration 5 lambda =  0.507026 
## Iteration 6 lambda =  0.5070216 
## Iteration 7 lambda =  0.5070212 
## Iteration 8 lambda =  0.5070211 
## Iteration 1 lambda =  0.5756964 
## Iteration 2 lambda =  0.533266 
## Iteration 3 lambda =  0.529023 
## Iteration 4 lambda =  0.5285987 
## Iteration 5 lambda =  0.5285563 
## Iteration 6 lambda =  0.528552 
## Iteration 7 lambda =  0.5285516 
## Iteration 8 lambda =  0.5285516 
## Iteration 1 lambda =  0.5359334 
## Iteration 2 lambda =  0.4895267 
## Iteration 3 lambda =  0.484886 
## Iteration 4 lambda =  0.484422 
## Iteration 5 lambda =  0.4843756 
## Iteration 6 lambda =  0.4843709 
## Iteration 7 lambda =  0.4843705 
## Iteration 8 lambda =  0.4843704 
## Iteration 1 lambda =  0.4934389 
## Iteration 2 lambda =  0.4427828 
## Iteration 3 lambda =  0.4377172 
## Iteration 4 lambda =  0.4372106 
## Iteration 5 lambda =  0.43716 
## Iteration 6 lambda =  0.4371549 
## Iteration 7 lambda =  0.4371544 
## Iteration 8 lambda =  0.4371543 
## Iteration 1 lambda =  0.553154 
## Iteration 2 lambda =  0.5084694 
## Iteration 3 lambda =  0.5040009 
## Iteration 4 lambda =  0.5035541 
## Iteration 5 lambda =  0.5035094 
## Iteration 6 lambda =  0.5035049 
## Iteration 7 lambda =  0.5035045 
## Iteration 8 lambda =  0.5035044 
## Iteration 1 lambda =  0.5332398 
## Iteration 2 lambda =  0.4865638 
## Iteration 3 lambda =  0.4818962 
## Iteration 4 lambda =  0.4814294 
## Iteration 5 lambda =  0.4813828 
## Iteration 6 lambda =  0.4813781 
## Iteration 7 lambda =  0.4813776 
## Iteration 8 lambda =  0.4813776 
## Iteration 1 lambda =  0.6022329 
## Iteration 2 lambda =  0.5624562 
## Iteration 3 lambda =  0.5584785 
## Iteration 4 lambda =  0.5580807 
## Iteration 5 lambda =  0.5580409 
## Iteration 6 lambda =  0.558037 
## Iteration 7 lambda =  0.5580366 
## Iteration 8 lambda =  0.5580365 
## Iteration 1 lambda =  0.5267376 
## Iteration 2 lambda =  0.4794114 
## Iteration 3 lambda =  0.4746788 
## Iteration 4 lambda =  0.4742055 
## Iteration 5 lambda =  0.4741582 
## Iteration 6 lambda =  0.4741535 
## Iteration 7 lambda =  0.474153 
## Iteration 8 lambda =  0.4741529 
## Iteration 1 lambda =  0.5366825 
## Iteration 2 lambda =  0.4903507 
## Iteration 3 lambda =  0.4857175 
## Iteration 4 lambda =  0.4852542 
## Iteration 5 lambda =  0.4852079 
## Iteration 6 lambda =  0.4852032 
## Iteration 7 lambda =  0.4852028 
## Iteration 8 lambda =  0.4852027 
## Iteration 1 lambda =  0.5151732 
## Iteration 2 lambda =  0.4666905 
## Iteration 3 lambda =  0.4618423 
## Iteration 4 lambda =  0.4613574 
## Iteration 5 lambda =  0.4613089 
## Iteration 6 lambda =  0.4613041 
## Iteration 7 lambda =  0.4613036 
## Iteration 8 lambda =  0.4613036 
## Iteration 1 lambda =  0.5577556 
## Iteration 2 lambda =  0.5135311 
## Iteration 3 lambda =  0.5091087 
## Iteration 4 lambda =  0.5086665 
## Iteration 5 lambda =  0.5086222 
## Iteration 6 lambda =  0.5086178 
## Iteration 7 lambda =  0.5086174 
## Iteration 8 lambda =  0.5086173 
## Iteration 1 lambda =  0.5802355 
## Iteration 2 lambda =  0.5382591 
## Iteration 3 lambda =  0.5340614 
## Iteration 4 lambda =  0.5336417 
## Iteration 5 lambda =  0.5335997 
## Iteration 6 lambda =  0.5335955 
## Iteration 7 lambda =  0.5335951 
## Iteration 8 lambda =  0.533595 
## Iteration 1 lambda =  0.5875115 
## Iteration 2 lambda =  0.5462627 
## Iteration 3 lambda =  0.5421378 
## Iteration 4 lambda =  0.5417253 
## Iteration 5 lambda =  0.541684 
## Iteration 6 lambda =  0.5416799 
## Iteration 7 lambda =  0.5416795 
## Iteration 8 lambda =  0.5416794 
## Iteration 1 lambda =  0.529656 
## Iteration 2 lambda =  0.4826216 
## Iteration 3 lambda =  0.4779181 
## Iteration 4 lambda =  0.4774478 
## Iteration 5 lambda =  0.4774007 
## Iteration 6 lambda =  0.477396 
## Iteration 7 lambda =  0.4773956 
## Iteration 8 lambda =  0.4773955 
## Iteration 1 lambda =  0.5243777 
## Iteration 2 lambda =  0.4768154 
## Iteration 3 lambda =  0.4720592 
## Iteration 4 lambda =  0.4715836 
## Iteration 5 lambda =  0.471536 
## Iteration 6 lambda =  0.4715313 
## Iteration 7 lambda =  0.4715308 
## Iteration 8 lambda =  0.4715307 
## Iteration 1 lambda =  0.5150555 
## Iteration 2 lambda =  0.4665611 
## Iteration 3 lambda =  0.4617117 
## Iteration 4 lambda =  0.4612267 
## Iteration 5 lambda =  0.4611782 
## Iteration 6 lambda =  0.4611734 
## Iteration 7 lambda =  0.4611729 
## Iteration 8 lambda =  0.4611728 
## Iteration 1 lambda =  0.5097698 
## Iteration 2 lambda =  0.4607468 
## Iteration 3 lambda =  0.4558445 
## Iteration 4 lambda =  0.4553543 
## Iteration 5 lambda =  0.4553052 
## Iteration 6 lambda =  0.4553003 
## Iteration 7 lambda =  0.4552999 
## Iteration 8 lambda =  0.4552998 
## Iteration 1 lambda =  0.569973 
## Iteration 2 lambda =  0.5269703 
## Iteration 3 lambda =  0.52267 
## Iteration 4 lambda =  0.52224 
## Iteration 5 lambda =  0.522197 
## Iteration 6 lambda =  0.5221927 
## Iteration 7 lambda =  0.5221922 
## Iteration 8 lambda =  0.5221922 
## Iteration 1 lambda =  0.5856544 
## Iteration 2 lambda =  0.5442199 
## Iteration 3 lambda =  0.5400764 
## Iteration 4 lambda =  0.5396621 
## Iteration 5 lambda =  0.5396206 
## Iteration 6 lambda =  0.5396165 
## Iteration 7 lambda =  0.5396161 
## Iteration 8 lambda =  0.539616 
## Iteration 1 lambda =  0.557117 
## Iteration 2 lambda =  0.5128287 
## Iteration 3 lambda =  0.5083999 
## Iteration 4 lambda =  0.507957 
## Iteration 5 lambda =  0.5079127 
## Iteration 6 lambda =  0.5079083 
## Iteration 7 lambda =  0.5079078 
## Iteration 8 lambda =  0.5079078 
## Iteration 1 lambda =  0.5321547 
## Iteration 2 lambda =  0.4853702 
## Iteration 3 lambda =  0.4806917 
## Iteration 4 lambda =  0.4802239 
## Iteration 5 lambda =  0.4801771 
## Iteration 6 lambda =  0.4801724 
## Iteration 7 lambda =  0.480172 
## Iteration 8 lambda =  0.4801719 
## Iteration 1 lambda =  0.5530882 
## Iteration 2 lambda =  0.508397 
## Iteration 3 lambda =  0.5039279 
## Iteration 4 lambda =  0.503481 
## Iteration 5 lambda =  0.5034363 
## Iteration 6 lambda =  0.5034318 
## Iteration 7 lambda =  0.5034314 
## Iteration 8 lambda =  0.5034313 
## Iteration 1 lambda =  0.5298652 
## Iteration 2 lambda =  0.4828517 
## Iteration 3 lambda =  0.4781503 
## Iteration 4 lambda =  0.4776802 
## Iteration 5 lambda =  0.4776332 
## Iteration 6 lambda =  0.4776285 
## Iteration 7 lambda =  0.477628 
## Iteration 8 lambda =  0.477628 
## Iteration 1 lambda =  0.5590377 
## Iteration 2 lambda =  0.5149415 
## Iteration 3 lambda =  0.5105319 
## Iteration 4 lambda =  0.5100909 
## Iteration 5 lambda =  0.5100468 
## Iteration 6 lambda =  0.5100424 
## Iteration 7 lambda =  0.510042 
## Iteration 8 lambda =  0.5100419 
## Iteration 1 lambda =  0.5751194 
## Iteration 2 lambda =  0.5326314 
## Iteration 3 lambda =  0.5283826 
## Iteration 4 lambda =  0.5279577 
## Iteration 5 lambda =  0.5279152 
## Iteration 6 lambda =  0.527911 
## Iteration 7 lambda =  0.5279105 
## Iteration 8 lambda =  0.5279105 
## Iteration 1 lambda =  0.5094824 
## Iteration 2 lambda =  0.4604306 
## Iteration 3 lambda =  0.4555254 
## Iteration 4 lambda =  0.4550349 
## Iteration 5 lambda =  0.4549858 
## Iteration 6 lambda =  0.4549809 
## Iteration 7 lambda =  0.4549804 
## Iteration 8 lambda =  0.4549804 
## Iteration 1 lambda =  0.5602538 
## Iteration 2 lambda =  0.5162792 
## Iteration 3 lambda =  0.5118817 
## Iteration 4 lambda =  0.511442 
## Iteration 5 lambda =  0.511398 
## Iteration 6 lambda =  0.5113936 
## Iteration 7 lambda =  0.5113931 
## Iteration 8 lambda =  0.5113931 
## Iteration 1 lambda =  0.4710758 
## Iteration 2 lambda =  0.4181834 
## Iteration 3 lambda =  0.4128941 
## Iteration 4 lambda =  0.4123652 
## Iteration 5 lambda =  0.4123123 
## Iteration 6 lambda =  0.412307 
## Iteration 7 lambda =  0.4123065 
## Iteration 8 lambda =  0.4123064 
## Iteration 1 lambda =  0.54358 
## Iteration 2 lambda =  0.497938 
## Iteration 3 lambda =  0.4933738 
## Iteration 4 lambda =  0.4929174 
## Iteration 5 lambda =  0.4928717 
## Iteration 6 lambda =  0.4928672 
## Iteration 7 lambda =  0.4928667 
## Iteration 8 lambda =  0.4928667 
## Iteration 1 lambda =  0.6890843 
## Iteration 2 lambda =  0.6579927 
## Iteration 3 lambda =  0.6548835 
## Iteration 4 lambda =  0.6545726 
## Iteration 5 lambda =  0.6545415 
## Iteration 6 lambda =  0.6545384 
## Iteration 7 lambda =  0.6545381 
## Iteration 8 lambda =  0.6545381 
## Iteration 1 lambda =  0.5639135 
## Iteration 2 lambda =  0.5203049 
## Iteration 3 lambda =  0.515944 
## Iteration 4 lambda =  0.515508 
## Iteration 5 lambda =  0.5154643 
## Iteration 6 lambda =  0.51546 
## Iteration 7 lambda =  0.5154595 
## Iteration 8 lambda =  0.5154595 
## Iteration 1 lambda =  0.5124401 
## Iteration 2 lambda =  0.4636841 
## Iteration 3 lambda =  0.4588085 
## Iteration 4 lambda =  0.458321 
## Iteration 5 lambda =  0.4582722 
## Iteration 6 lambda =  0.4582673 
## Iteration 7 lambda =  0.4582668 
## Iteration 8 lambda =  0.4582668 
## Iteration 1 lambda =  0.4875736 
## Iteration 2 lambda =  0.436331 
## Iteration 3 lambda =  0.4312067 
## Iteration 4 lambda =  0.4306943 
## Iteration 5 lambda =  0.4306431 
## Iteration 6 lambda =  0.4306379 
## Iteration 7 lambda =  0.4306374 
## Iteration 8 lambda =  0.4306374 
## Iteration 1 lambda =  0.5578962 
## Iteration 2 lambda =  0.5136858 
## Iteration 3 lambda =  0.5092648 
## Iteration 4 lambda =  0.5088227 
## Iteration 5 lambda =  0.5087785 
## Iteration 6 lambda =  0.5087741 
## Iteration 7 lambda =  0.5087736 
## Iteration 8 lambda =  0.5087736 
## Iteration 1 lambda =  0.4763607 
## Iteration 2 lambda =  0.4239967 
## Iteration 3 lambda =  0.4187603 
## Iteration 4 lambda =  0.4182367 
## Iteration 5 lambda =  0.4181843 
## Iteration 6 lambda =  0.4181791 
## Iteration 7 lambda =  0.4181786 
## Iteration 8 lambda =  0.4181785 
## Iteration 1 lambda =  0.5422946 
## Iteration 2 lambda =  0.4965241 
## Iteration 3 lambda =  0.4919471 
## Iteration 4 lambda =  0.4914894 
## Iteration 5 lambda =  0.4914436 
## Iteration 6 lambda =  0.491439 
## Iteration 7 lambda =  0.4914385 
## Iteration 8 lambda =  0.4914385 
## Iteration 1 lambda =  0.5572424 
## Iteration 2 lambda =  0.5129667 
## Iteration 3 lambda =  0.5085391 
## Iteration 4 lambda =  0.5080963 
## Iteration 5 lambda =  0.5080521 
## Iteration 6 lambda =  0.5080476 
## Iteration 7 lambda =  0.5080472 
## Iteration 8 lambda =  0.5080472 
## Iteration 1 lambda =  0.5399127 
## Iteration 2 lambda =  0.493904 
## Iteration 3 lambda =  0.4893031 
## Iteration 4 lambda =  0.488843 
## Iteration 5 lambda =  0.488797 
## Iteration 6 lambda =  0.4887924 
## Iteration 7 lambda =  0.488792 
## Iteration 8 lambda =  0.4887919 
## Iteration 1 lambda =  0.5281671 
## Iteration 2 lambda =  0.4809838 
## Iteration 3 lambda =  0.4762655 
## Iteration 4 lambda =  0.4757937 
## Iteration 5 lambda =  0.4757465 
## Iteration 6 lambda =  0.4757418 
## Iteration 7 lambda =  0.4757413 
## Iteration 8 lambda =  0.4757413 
## Iteration 1 lambda =  0.4955659 
## Iteration 2 lambda =  0.4451225 
## Iteration 3 lambda =  0.4400782 
## Iteration 4 lambda =  0.4395737 
## Iteration 5 lambda =  0.4395233 
## Iteration 6 lambda =  0.4395182 
## Iteration 7 lambda =  0.4395177 
## Iteration 8 lambda =  0.4395177 
## Iteration 1 lambda =  0.5490404 
## Iteration 2 lambda =  0.5039444 
## Iteration 3 lambda =  0.4994348 
## Iteration 4 lambda =  0.4989839 
## Iteration 5 lambda =  0.4989388 
## Iteration 6 lambda =  0.4989342 
## Iteration 7 lambda =  0.4989338 
## Iteration 8 lambda =  0.4989337 
## Iteration 1 lambda =  0.5403328 
## Iteration 2 lambda =  0.4943661 
## Iteration 3 lambda =  0.4897695 
## Iteration 4 lambda =  0.4893098 
## Iteration 5 lambda =  0.4892638 
## Iteration 6 lambda =  0.4892592 
## Iteration 7 lambda =  0.4892588 
## Iteration 8 lambda =  0.4892587 
## Iteration 1 lambda =  0.4898265 
## Iteration 2 lambda =  0.4388091 
## Iteration 3 lambda =  0.4337074 
## Iteration 4 lambda =  0.4331972 
## Iteration 5 lambda =  0.4331462 
## Iteration 6 lambda =  0.4331411 
## Iteration 7 lambda =  0.4331406 
## Iteration 8 lambda =  0.4331405 
## Iteration 1 lambda =  0.5636282 
## Iteration 2 lambda =  0.519991 
## Iteration 3 lambda =  0.5156272 
## Iteration 4 lambda =  0.5151909 
## Iteration 5 lambda =  0.5151472 
## Iteration 6 lambda =  0.5151429 
## Iteration 7 lambda =  0.5151424 
## Iteration 8 lambda =  0.5151424 
## Iteration 1 lambda =  0.551266 
## Iteration 2 lambda =  0.5063926 
## Iteration 3 lambda =  0.5019052 
## Iteration 4 lambda =  0.5014565 
## Iteration 5 lambda =  0.5014116 
## Iteration 6 lambda =  0.5014071 
## Iteration 7 lambda =  0.5014067 
## Iteration 8 lambda =  0.5014066 
## Iteration 1 lambda =  0.557976 
## Iteration 2 lambda =  0.5137736 
## Iteration 3 lambda =  0.5093533 
## Iteration 4 lambda =  0.5089113 
## Iteration 5 lambda =  0.5088671 
## Iteration 6 lambda =  0.5088627 
## Iteration 7 lambda =  0.5088622 
## Iteration 8 lambda =  0.5088622 
## Iteration 1 lambda =  0.5356309 
## Iteration 2 lambda =  0.489194 
## Iteration 3 lambda =  0.4845503 
## Iteration 4 lambda =  0.484086 
## Iteration 5 lambda =  0.4840395 
## Iteration 6 lambda =  0.4840349 
## Iteration 7 lambda =  0.4840344 
## Iteration 8 lambda =  0.4840344 
## Iteration 1 lambda =  0.5324369 
## Iteration 2 lambda =  0.4856806 
## Iteration 3 lambda =  0.481005 
## Iteration 4 lambda =  0.4805374 
## Iteration 5 lambda =  0.4804906 
## Iteration 6 lambda =  0.480486 
## Iteration 7 lambda =  0.4804855 
## Iteration 8 lambda =  0.4804854 
## Iteration 1 lambda =  0.5162655 
## Iteration 2 lambda =  0.467892 
## Iteration 3 lambda =  0.4630547 
## Iteration 4 lambda =  0.462571 
## Iteration 5 lambda =  0.4625226 
## Iteration 6 lambda =  0.4625178 
## Iteration 7 lambda =  0.4625173 
## Iteration 8 lambda =  0.4625172 
## Iteration 1 lambda =  0.5645873 
## Iteration 2 lambda =  0.521046 
## Iteration 3 lambda =  0.5166919 
## Iteration 4 lambda =  0.5162565 
## Iteration 5 lambda =  0.5162129 
## Iteration 6 lambda =  0.5162086 
## Iteration 7 lambda =  0.5162081 
## Iteration 8 lambda =  0.5162081 
## Iteration 1 lambda =  0.5893159 
## Iteration 2 lambda =  0.5482475 
## Iteration 3 lambda =  0.5441406 
## Iteration 4 lambda =  0.54373 
## Iteration 5 lambda =  0.5436889 
## Iteration 6 lambda =  0.5436848 
## Iteration 7 lambda =  0.5436844 
## Iteration 8 lambda =  0.5436843 
## Iteration 1 lambda =  0.5419365 
## Iteration 2 lambda =  0.4961301 
## Iteration 3 lambda =  0.4915495 
## Iteration 4 lambda =  0.4910914 
## Iteration 5 lambda =  0.4910456 
## Iteration 6 lambda =  0.491041 
## Iteration 7 lambda =  0.4910406 
## Iteration 8 lambda =  0.4910405 
## Iteration 1 lambda =  0.5536007 
## Iteration 2 lambda =  0.5089608 
## Iteration 3 lambda =  0.5044968 
## Iteration 4 lambda =  0.5040504 
## Iteration 5 lambda =  0.5040057 
## Iteration 6 lambda =  0.5040013 
## Iteration 7 lambda =  0.5040008 
## Iteration 8 lambda =  0.5040008 
## Iteration 1 lambda =  0.6370485 
## Iteration 2 lambda =  0.6007534 
## Iteration 3 lambda =  0.5971239 
## Iteration 4 lambda =  0.5967609 
## Iteration 5 lambda =  0.5967246 
## Iteration 6 lambda =  0.596721 
## Iteration 7 lambda =  0.5967206 
## Iteration 8 lambda =  0.5967206 
## Iteration 1 lambda =  0.5042993 
## Iteration 2 lambda =  0.4547292 
## Iteration 3 lambda =  0.4497722 
## Iteration 4 lambda =  0.4492765 
## Iteration 5 lambda =  0.4492269 
## Iteration 6 lambda =  0.4492219 
## Iteration 7 lambda =  0.4492215 
## Iteration 8 lambda =  0.4492214 
## Iteration 1 lambda =  0.468211 
## Iteration 2 lambda =  0.4150321 
## Iteration 3 lambda =  0.4097142 
## Iteration 4 lambda =  0.4091824 
## Iteration 5 lambda =  0.4091292 
## Iteration 6 lambda =  0.4091239 
## Iteration 7 lambda =  0.4091234 
## Iteration 8 lambda =  0.4091233 
## Iteration 1 lambda =  0.5088986 
## Iteration 2 lambda =  0.4597885 
## Iteration 3 lambda =  0.4548775 
## Iteration 4 lambda =  0.4543864 
## Iteration 5 lambda =  0.4543373 
## Iteration 6 lambda =  0.4543324 
## Iteration 7 lambda =  0.4543319 
## Iteration 8 lambda =  0.4543318 
## Iteration 1 lambda =  0.5664708 
## Iteration 2 lambda =  0.5231179 
## Iteration 3 lambda =  0.5187826 
## Iteration 4 lambda =  0.5183491 
## Iteration 5 lambda =  0.5183057 
## Iteration 6 lambda =  0.5183014 
## Iteration 7 lambda =  0.5183009 
## Iteration 8 lambda =  0.5183009 
## Iteration 1 lambda =  0.6422173 
## Iteration 2 lambda =  0.6064391 
## Iteration 3 lambda =  0.6028612 
## Iteration 4 lambda =  0.6025035 
## Iteration 5 lambda =  0.6024677 
## Iteration 6 lambda =  0.6024641 
## Iteration 7 lambda =  0.6024637 
## Iteration 8 lambda =  0.6024637 
## Iteration 1 lambda =  0.632181 
## Iteration 2 lambda =  0.595399 
## Iteration 3 lambda =  0.5917209 
## Iteration 4 lambda =  0.591353 
## Iteration 5 lambda =  0.5913163 
## Iteration 6 lambda =  0.5913126 
## Iteration 7 lambda =  0.5913122 
## Iteration 8 lambda =  0.5913122 
## Iteration 1 lambda =  0.4965508 
## Iteration 2 lambda =  0.4462059 
## Iteration 3 lambda =  0.4411714 
## Iteration 4 lambda =  0.4406679 
## Iteration 5 lambda =  0.4406176 
## Iteration 6 lambda =  0.4406125 
## Iteration 7 lambda =  0.440612 
## Iteration 8 lambda =  0.440612 
## Iteration 1 lambda =  0.5205528 
## Iteration 2 lambda =  0.4726081 
## Iteration 3 lambda =  0.4678136 
## Iteration 4 lambda =  0.4673342 
## Iteration 5 lambda =  0.4672862 
## Iteration 6 lambda =  0.4672814 
## Iteration 7 lambda =  0.4672809 
## Iteration 8 lambda =  0.4672809 
## Iteration 1 lambda =  0.5965562 
## Iteration 2 lambda =  0.5562118 
## Iteration 3 lambda =  0.5521774 
## Iteration 4 lambda =  0.5517739 
## Iteration 5 lambda =  0.5517336 
## Iteration 6 lambda =  0.5517296 
## Iteration 7 lambda =  0.5517292 
## Iteration 8 lambda =  0.5517291 
## Iteration 1 lambda =  0.5303275 
## Iteration 2 lambda =  0.4833602 
## Iteration 3 lambda =  0.4786635 
## Iteration 4 lambda =  0.4781938 
## Iteration 5 lambda =  0.4781468 
## Iteration 6 lambda =  0.4781421 
## Iteration 7 lambda =  0.4781417 
## Iteration 8 lambda =  0.4781416 
## Iteration 1 lambda =  0.5698665 
## Iteration 2 lambda =  0.5268531 
## Iteration 3 lambda =  0.5225518 
## Iteration 4 lambda =  0.5221217 
## Iteration 5 lambda =  0.5220787 
## Iteration 6 lambda =  0.5220744 
## Iteration 7 lambda =  0.5220739 
## Iteration 8 lambda =  0.5220739 
## Iteration 1 lambda =  0.5069239 
## Iteration 2 lambda =  0.4576163 
## Iteration 3 lambda =  0.4526855 
## Iteration 4 lambda =  0.4521925 
## Iteration 5 lambda =  0.4521432 
## Iteration 6 lambda =  0.4521382 
## Iteration 7 lambda =  0.4521377 
## Iteration 8 lambda =  0.4521377 
## Iteration 1 lambda =  0.5130693 
## Iteration 2 lambda =  0.4643762 
## Iteration 3 lambda =  0.4595069 
## Iteration 4 lambda =  0.45902 
## Iteration 5 lambda =  0.4589713 
## Iteration 6 lambda =  0.4589664 
## Iteration 7 lambda =  0.458966 
## Iteration 8 lambda =  0.4589659 
## Iteration 1 lambda =  0.5908214 
## Iteration 2 lambda =  0.5499036 
## Iteration 3 lambda =  0.5458118 
## Iteration 4 lambda =  0.5454026 
## Iteration 5 lambda =  0.5453617 
## Iteration 6 lambda =  0.5453576 
## Iteration 7 lambda =  0.5453572 
## Iteration 8 lambda =  0.5453572 
## Iteration 1 lambda =  0.5346026 
## Iteration 2 lambda =  0.4880628 
## Iteration 3 lambda =  0.4834089 
## Iteration 4 lambda =  0.4829435 
## Iteration 5 lambda =  0.4828969 
## Iteration 6 lambda =  0.4828923 
## Iteration 7 lambda =  0.4828918 
## Iteration 8 lambda =  0.4828918 
## Iteration 1 lambda =  0.5317336 
## Iteration 2 lambda =  0.4849069 
## Iteration 3 lambda =  0.4802243 
## Iteration 4 lambda =  0.479756 
## Iteration 5 lambda =  0.4797092 
## Iteration 6 lambda =  0.4797045 
## Iteration 7 lambda =  0.479704 
## Iteration 8 lambda =  0.479704 
## Iteration 1 lambda =  0.5158548 
## Iteration 2 lambda =  0.4674402 
## Iteration 3 lambda =  0.4625988 
## Iteration 4 lambda =  0.4621147 
## Iteration 5 lambda =  0.4620662 
## Iteration 6 lambda =  0.4620614 
## Iteration 7 lambda =  0.4620609 
## Iteration 8 lambda =  0.4620609 
## Iteration 1 lambda =  0.5864495 
## Iteration 2 lambda =  0.5450945 
## Iteration 3 lambda =  0.540959 
## Iteration 4 lambda =  0.5405454 
## Iteration 5 lambda =  0.5405041 
## Iteration 6 lambda =  0.5405 
## Iteration 7 lambda =  0.5404995 
## Iteration 8 lambda =  0.5404995 
## Iteration 1 lambda =  0.6029819 
## Iteration 2 lambda =  0.5632801 
## Iteration 3 lambda =  0.5593099 
## Iteration 4 lambda =  0.5589129 
## Iteration 5 lambda =  0.5588732 
## Iteration 6 lambda =  0.5588692 
## Iteration 7 lambda =  0.5588688 
## Iteration 8 lambda =  0.5588688 
## Iteration 1 lambda =  0.5421074 
## Iteration 2 lambda =  0.4963182 
## Iteration 3 lambda =  0.4917392 
## Iteration 4 lambda =  0.4912813 
## Iteration 5 lambda =  0.4912355 
## Iteration 6 lambda =  0.491231 
## Iteration 7 lambda =  0.4912305 
## Iteration 8 lambda =  0.4912305 
## Iteration 1 lambda =  0.5099881 
## Iteration 2 lambda =  0.4609869 
## Iteration 3 lambda =  0.4560868 
## Iteration 4 lambda =  0.4555968 
## Iteration 5 lambda =  0.4555478 
## Iteration 6 lambda =  0.4555429 
## Iteration 7 lambda =  0.4555424 
## Iteration 8 lambda =  0.4555423 
## Iteration 1 lambda =  0.5358152 
## Iteration 2 lambda =  0.4893967 
## Iteration 3 lambda =  0.4847549 
## Iteration 4 lambda =  0.4842907 
## Iteration 5 lambda =  0.4842443 
## Iteration 6 lambda =  0.4842396 
## Iteration 7 lambda =  0.4842392 
## Iteration 8 lambda =  0.4842391 
## Iteration 1 lambda =  0.533857 
## Iteration 2 lambda =  0.4872426 
## Iteration 3 lambda =  0.4825812 
## Iteration 4 lambda =  0.4821151 
## Iteration 5 lambda =  0.4820685 
## Iteration 6 lambda =  0.4820638 
## Iteration 7 lambda =  0.4820633 
## Iteration 8 lambda =  0.4820633 
## Iteration 1 lambda =  0.5507062 
## Iteration 2 lambda =  0.5057768 
## Iteration 3 lambda =  0.5012839 
## Iteration 4 lambda =  0.5008346 
## Iteration 5 lambda =  0.5007897 
## Iteration 6 lambda =  0.5007852 
## Iteration 7 lambda =  0.5007847 
## Iteration 8 lambda =  0.5007847 
## Iteration 1 lambda =  0.5634054 
## Iteration 2 lambda =  0.5197459 
## Iteration 3 lambda =  0.51538 
## Iteration 4 lambda =  0.5149434 
## Iteration 5 lambda =  0.5148997 
## Iteration 6 lambda =  0.5148954 
## Iteration 7 lambda =  0.5148949 
## Iteration 8 lambda =  0.5148949 
## Iteration 1 lambda =  0.53766 
## Iteration 2 lambda =  0.491426 
## Iteration 3 lambda =  0.4868026 
## Iteration 4 lambda =  0.4863403 
## Iteration 5 lambda =  0.486294 
## Iteration 6 lambda =  0.4862894 
## Iteration 7 lambda =  0.486289 
## Iteration 8 lambda =  0.4862889 
## Iteration 1 lambda =  0.5296938 
## Iteration 2 lambda =  0.4826632 
## Iteration 3 lambda =  0.4779601 
## Iteration 4 lambda =  0.4774898 
## Iteration 5 lambda =  0.4774428 
## Iteration 6 lambda =  0.4774381 
## Iteration 7 lambda =  0.4774376 
## Iteration 8 lambda =  0.4774376 
## Iteration 1 lambda =  0.5899093 
## Iteration 2 lambda =  0.5489003 
## Iteration 3 lambda =  0.5447994 
## Iteration 4 lambda =  0.5443893 
## Iteration 5 lambda =  0.5443483 
## Iteration 6 lambda =  0.5443442 
## Iteration 7 lambda =  0.5443438 
## Iteration 8 lambda =  0.5443437 
## Iteration 1 lambda =  0.6131124 
## Iteration 2 lambda =  0.5744236 
## Iteration 3 lambda =  0.5705547 
## Iteration 4 lambda =  0.5701678 
## Iteration 5 lambda =  0.5701291 
## Iteration 6 lambda =  0.5701253 
## Iteration 7 lambda =  0.5701249 
## Iteration 8 lambda =  0.5701248 
## Iteration 1 lambda =  0.5308902 
## Iteration 2 lambda =  0.4839792 
## Iteration 3 lambda =  0.4792881 
## Iteration 4 lambda =  0.478819 
## Iteration 5 lambda =  0.4787721 
## Iteration 6 lambda =  0.4787674 
## Iteration 7 lambda =  0.478767 
## Iteration 8 lambda =  0.4787669 
## Iteration 1 lambda =  0.6228938 
## Iteration 2 lambda =  0.5851832 
## Iteration 3 lambda =  0.5814122 
## Iteration 4 lambda =  0.5810351 
## Iteration 5 lambda =  0.5809974 
## Iteration 6 lambda =  0.5809936 
## Iteration 7 lambda =  0.5809932 
## Iteration 8 lambda =  0.5809932 
## Iteration 1 lambda =  0.5799044 
## Iteration 2 lambda =  0.5378949 
## Iteration 3 lambda =  0.5336939 
## Iteration 4 lambda =  0.5332738 
## Iteration 5 lambda =  0.5332318 
## Iteration 6 lambda =  0.5332276 
## Iteration 7 lambda =  0.5332272 
## Iteration 8 lambda =  0.5332271 
## Iteration 1 lambda =  0.5363144 
## Iteration 2 lambda =  0.4899458 
## Iteration 3 lambda =  0.485309 
## Iteration 4 lambda =  0.4848453 
## Iteration 5 lambda =  0.4847989 
## Iteration 6 lambda =  0.4847943 
## Iteration 7 lambda =  0.4847938 
## Iteration 8 lambda =  0.4847938 
## Iteration 1 lambda =  0.5356052 
## Iteration 2 lambda =  0.4891657 
## Iteration 3 lambda =  0.4845217 
## Iteration 4 lambda =  0.4840573 
## Iteration 5 lambda =  0.4840109 
## Iteration 6 lambda =  0.4840063 
## Iteration 7 lambda =  0.4840058 
## Iteration 8 lambda =  0.4840057 
## Iteration 1 lambda =  0.5192472 
## Iteration 2 lambda =  0.4711719 
## Iteration 3 lambda =  0.4663644 
## Iteration 4 lambda =  0.4658837 
## Iteration 5 lambda =  0.4658356 
## Iteration 6 lambda =  0.4658308 
## Iteration 7 lambda =  0.4658303 
## Iteration 8 lambda =  0.4658303 
## Iteration 1 lambda =  0.6517893 
## Iteration 2 lambda =  0.6169682 
## Iteration 3 lambda =  0.6134861 
## Iteration 4 lambda =  0.6131379 
## Iteration 5 lambda =  0.6131031 
## Iteration 6 lambda =  0.6130996 
## Iteration 7 lambda =  0.6130992 
## Iteration 8 lambda =  0.6130992 
## Iteration 1 lambda =  0.5220327 
## Iteration 2 lambda =  0.4742359 
## Iteration 3 lambda =  0.4694562 
## Iteration 4 lambda =  0.4689783 
## Iteration 5 lambda =  0.4689305 
## Iteration 6 lambda =  0.4689257 
## Iteration 7 lambda =  0.4689252 
## Iteration 8 lambda =  0.4689252 
## Iteration 1 lambda =  0.6089947 
## Iteration 2 lambda =  0.5698941 
## Iteration 3 lambda =  0.5659841 
## Iteration 4 lambda =  0.5655931 
## Iteration 5 lambda =  0.565554 
## Iteration 6 lambda =  0.56555 
## Iteration 7 lambda =  0.5655497 
## Iteration 8 lambda =  0.5655496 
## Iteration 1 lambda =  0.5395272 
## Iteration 2 lambda =  0.4934799 
## Iteration 3 lambda =  0.4888752 
## Iteration 4 lambda =  0.4884147 
## Iteration 5 lambda =  0.4883687 
## Iteration 6 lambda =  0.488364 
## Iteration 7 lambda =  0.4883636 
## Iteration 8 lambda =  0.4883635 
## Iteration 1 lambda =  0.5560484 
## Iteration 2 lambda =  0.5116532 
## Iteration 3 lambda =  0.5072137 
## Iteration 4 lambda =  0.5067698 
## Iteration 5 lambda =  0.5067254 
## Iteration 6 lambda =  0.5067209 
## Iteration 7 lambda =  0.5067205 
## Iteration 8 lambda =  0.5067204 
## Iteration 1 lambda =  0.5619744 
## Iteration 2 lambda =  0.5181718 
## Iteration 3 lambda =  0.5137916 
## Iteration 4 lambda =  0.5133535 
## Iteration 5 lambda =  0.5133097 
## Iteration 6 lambda =  0.5133054 
## Iteration 7 lambda =  0.5133049 
## Iteration 8 lambda =  0.5133049 
## Iteration 1 lambda =  0.5224852 
## Iteration 2 lambda =  0.4747337 
## Iteration 3 lambda =  0.4699586 
## Iteration 4 lambda =  0.469481 
## Iteration 5 lambda =  0.4694333 
## Iteration 6 lambda =  0.4694285 
## Iteration 7 lambda =  0.469428 
## Iteration 8 lambda =  0.469428 
## Iteration 1 lambda =  0.5276841 
## Iteration 2 lambda =  0.4804525 
## Iteration 3 lambda =  0.4757293 
## Iteration 4 lambda =  0.475257 
## Iteration 5 lambda =  0.4752098 
## Iteration 6 lambda =  0.4752051 
## Iteration 7 lambda =  0.4752046 
## Iteration 8 lambda =  0.4752045 
## Iteration 1 lambda =  0.5095368 
## Iteration 2 lambda =  0.4604905 
## Iteration 3 lambda =  0.4555859 
## Iteration 4 lambda =  0.4550954 
## Iteration 5 lambda =  0.4550464 
## Iteration 6 lambda =  0.4550415 
## Iteration 7 lambda =  0.455041 
## Iteration 8 lambda =  0.4550409 
## Iteration 1 lambda =  0.5982471 
## Iteration 2 lambda =  0.5580718 
## Iteration 3 lambda =  0.5540543 
## Iteration 4 lambda =  0.5536525 
## Iteration 5 lambda =  0.5536123 
## Iteration 6 lambda =  0.5536083 
## Iteration 7 lambda =  0.5536079 
## Iteration 8 lambda =  0.5536079 
## Iteration 1 lambda =  0.4945737 
## Iteration 2 lambda =  0.444031 
## Iteration 3 lambda =  0.4389768 
## Iteration 4 lambda =  0.4384714 
## Iteration 5 lambda =  0.4384208 
## Iteration 6 lambda =  0.4384158 
## Iteration 7 lambda =  0.4384153 
## Iteration 8 lambda =  0.4384152 
## Iteration 1 lambda =  0.6154359 
## Iteration 2 lambda =  0.5769795 
## Iteration 3 lambda =  0.5731338 
## Iteration 4 lambda =  0.5727492 
## Iteration 5 lambda =  0.5727108 
## Iteration 6 lambda =  0.5727069 
## Iteration 7 lambda =  0.5727066 
## Iteration 8 lambda =  0.5727065 
## Iteration 1 lambda =  0.499249 
## Iteration 2 lambda =  0.4491739 
## Iteration 3 lambda =  0.4441663 
## Iteration 4 lambda =  0.4436656 
## Iteration 5 lambda =  0.4436155 
## Iteration 6 lambda =  0.4436105 
## Iteration 7 lambda =  0.44361 
## Iteration 8 lambda =  0.44361 
## Iteration 1 lambda =  0.5416431 
## Iteration 2 lambda =  0.4958074 
## Iteration 3 lambda =  0.4912238 
## Iteration 4 lambda =  0.4907654 
## Iteration 5 lambda =  0.4907196 
## Iteration 6 lambda =  0.490715 
## Iteration 7 lambda =  0.4907146 
## Iteration 8 lambda =  0.4907145 
## Iteration 1 lambda =  0.5626642 
## Iteration 2 lambda =  0.5189306 
## Iteration 3 lambda =  0.5145572 
## Iteration 4 lambda =  0.5141199 
## Iteration 5 lambda =  0.5140761 
## Iteration 6 lambda =  0.5140718 
## Iteration 7 lambda =  0.5140713 
## Iteration 8 lambda =  0.5140713 
## Iteration 1 lambda =  0.6134322 
## Iteration 2 lambda =  0.5747754 
## Iteration 3 lambda =  0.5709097 
## Iteration 4 lambda =  0.5705232 
## Iteration 5 lambda =  0.5704845 
## Iteration 6 lambda =  0.5704807 
## Iteration 7 lambda =  0.5704803 
## Iteration 8 lambda =  0.5704802 
## Iteration 1 lambda =  0.5247195 
## Iteration 2 lambda =  0.4771914 
## Iteration 3 lambda =  0.4724386 
## Iteration 4 lambda =  0.4719633 
## Iteration 5 lambda =  0.4719158 
## Iteration 6 lambda =  0.4719111 
## Iteration 7 lambda =  0.4719106 
## Iteration 8 lambda =  0.4719105 
## Iteration 1 lambda =  0.5465428 
## Iteration 2 lambda =  0.5011971 
## Iteration 3 lambda =  0.4966625 
## Iteration 4 lambda =  0.496209 
## Iteration 5 lambda =  0.4961637 
## Iteration 6 lambda =  0.4961592 
## Iteration 7 lambda =  0.4961587 
## Iteration 8 lambda =  0.4961587 
## Iteration 1 lambda =  0.4985373 
## Iteration 2 lambda =  0.448391 
## Iteration 3 lambda =  0.4433764 
## Iteration 4 lambda =  0.4428749 
## Iteration 5 lambda =  0.4428248 
## Iteration 6 lambda =  0.4428198 
## Iteration 7 lambda =  0.4428193 
## Iteration 8 lambda =  0.4428192 
## Iteration 1 lambda =  0.4835539 
## Iteration 2 lambda =  0.4319093 
## Iteration 3 lambda =  0.4267449 
## Iteration 4 lambda =  0.4262284 
## Iteration 5 lambda =  0.4261768 
## Iteration 6 lambda =  0.4261716 
## Iteration 7 lambda =  0.4261711 
## Iteration 8 lambda =  0.426171 
## Iteration 1 lambda =  0.5774972 
## Iteration 2 lambda =  0.5352469 
## Iteration 3 lambda =  0.5310219 
## Iteration 4 lambda =  0.5305994 
## Iteration 5 lambda =  0.5305572 
## Iteration 6 lambda =  0.5305529 
## Iteration 7 lambda =  0.5305525 
## Iteration 8 lambda =  0.5305525 
## Iteration 1 lambda =  0.5013519 
## Iteration 2 lambda =  0.4514871 
## Iteration 3 lambda =  0.4465006 
## Iteration 4 lambda =  0.446002 
## Iteration 5 lambda =  0.4459521 
## Iteration 6 lambda =  0.4459471 
## Iteration 7 lambda =  0.4459466 
## Iteration 8 lambda =  0.4459466 
## Iteration 1 lambda =  0.5788635 
## Iteration 2 lambda =  0.5367498 
## Iteration 3 lambda =  0.5325385 
## Iteration 4 lambda =  0.5321173 
## Iteration 5 lambda =  0.5320752 
## Iteration 6 lambda =  0.532071 
## Iteration 7 lambda =  0.5320706 
## Iteration 8 lambda =  0.5320705 
## Iteration 1 lambda =  0.5391697 
## Iteration 2 lambda =  0.4930867 
## Iteration 3 lambda =  0.4884784 
## Iteration 4 lambda =  0.4880175 
## Iteration 5 lambda =  0.4879715 
## Iteration 6 lambda =  0.4879669 
## Iteration 7 lambda =  0.4879664 
## Iteration 8 lambda =  0.4879664 
## Iteration 1 lambda =  0.563039 
## Iteration 2 lambda =  0.5193429 
## Iteration 3 lambda =  0.5149733 
## Iteration 4 lambda =  0.5145363 
## Iteration 5 lambda =  0.5144926 
## Iteration 6 lambda =  0.5144882 
## Iteration 7 lambda =  0.5144878 
## Iteration 8 lambda =  0.5144878 
## Iteration 1 lambda =  0.5469042 
## Iteration 2 lambda =  0.5015946 
## Iteration 3 lambda =  0.4970637 
## Iteration 4 lambda =  0.4966106 
## Iteration 5 lambda =  0.4965653 
## Iteration 6 lambda =  0.4965607 
## Iteration 7 lambda =  0.4965603 
## Iteration 8 lambda =  0.4965602 
## Iteration 1 lambda =  0.5542083 
## Iteration 2 lambda =  0.5096291 
## Iteration 3 lambda =  0.5051712 
## Iteration 4 lambda =  0.5047254 
## Iteration 5 lambda =  0.5046808 
## Iteration 6 lambda =  0.5046764 
## Iteration 7 lambda =  0.5046759 
## Iteration 8 lambda =  0.5046759 
## Iteration 1 lambda =  0.5437905 
## Iteration 2 lambda =  0.4981695 
## Iteration 3 lambda =  0.4936074 
## Iteration 4 lambda =  0.4931512 
## Iteration 5 lambda =  0.4931056 
## Iteration 6 lambda =  0.493101 
## Iteration 7 lambda =  0.4931006 
## Iteration 8 lambda =  0.4931005 
## Iteration 1 lambda =  0.5650839 
## Iteration 2 lambda =  0.5215923 
## Iteration 3 lambda =  0.5172432 
## Iteration 4 lambda =  0.5168082 
## Iteration 5 lambda =  0.5167647 
## Iteration 6 lambda =  0.5167604 
## Iteration 7 lambda =  0.51676 
## Iteration 8 lambda =  0.5167599 
## Iteration 1 lambda =  0.5763702 
## Iteration 2 lambda =  0.5340072 
## Iteration 3 lambda =  0.5297709 
## Iteration 4 lambda =  0.5293473 
## Iteration 5 lambda =  0.5293049 
## Iteration 6 lambda =  0.5293007 
## Iteration 7 lambda =  0.5293002 
## Iteration 8 lambda =  0.5293002 
## Iteration 1 lambda =  0.5893806 
## Iteration 2 lambda =  0.5483187 
## Iteration 3 lambda =  0.5442125 
## Iteration 4 lambda =  0.5438019 
## Iteration 5 lambda =  0.5437608 
## Iteration 6 lambda =  0.5437567 
## Iteration 7 lambda =  0.5437563 
## Iteration 8 lambda =  0.5437562 
## Iteration 1 lambda =  0.5470553 
## Iteration 2 lambda =  0.5017609 
## Iteration 3 lambda =  0.4972314 
## Iteration 4 lambda =  0.4967785 
## Iteration 5 lambda =  0.4967332 
## Iteration 6 lambda =  0.4967286 
## Iteration 7 lambda =  0.4967282 
## Iteration 8 lambda =  0.4967281 
## Iteration 1 lambda =  0.536182 
## Iteration 2 lambda =  0.4898003 
## Iteration 3 lambda =  0.4851621 
## Iteration 4 lambda =  0.4846983 
## Iteration 5 lambda =  0.4846519 
## Iteration 6 lambda =  0.4846472 
## Iteration 7 lambda =  0.4846468 
## Iteration 8 lambda =  0.4846467 
## Iteration 1 lambda =  0.5636001 
## Iteration 2 lambda =  0.5199601 
## Iteration 3 lambda =  0.5155961 
## Iteration 4 lambda =  0.5151597 
## Iteration 5 lambda =  0.5151161 
## Iteration 6 lambda =  0.5151117 
## Iteration 7 lambda =  0.5151113 
## Iteration 8 lambda =  0.5151113 
## Iteration 1 lambda =  0.5537128 
## Iteration 2 lambda =  0.5090841 
## Iteration 3 lambda =  0.5046212 
## Iteration 4 lambda =  0.5041749 
## Iteration 5 lambda =  0.5041303 
## Iteration 6 lambda =  0.5041258 
## Iteration 7 lambda =  0.5041254 
## Iteration 8 lambda =  0.5041253 
## Iteration 1 lambda =  0.5621854 
## Iteration 2 lambda =  0.5184039 
## Iteration 3 lambda =  0.5140257 
## Iteration 4 lambda =  0.5135879 
## Iteration 5 lambda =  0.5135442 
## Iteration 6 lambda =  0.5135398 
## Iteration 7 lambda =  0.5135393 
## Iteration 8 lambda =  0.5135393 
## Iteration 1 lambda =  0.5576739 
## Iteration 2 lambda =  0.5134413 
## Iteration 3 lambda =  0.5090181 
## Iteration 4 lambda =  0.5085758 
## Iteration 5 lambda =  0.5085315 
## Iteration 6 lambda =  0.5085271 
## Iteration 7 lambda =  0.5085267 
## Iteration 8 lambda =  0.5085266 
## Iteration 1 lambda =  0.6203415 
## Iteration 2 lambda =  0.5823757 
## Iteration 3 lambda =  0.5785791 
## Iteration 4 lambda =  0.5781995 
## Iteration 5 lambda =  0.5781615 
## Iteration 6 lambda =  0.5781577 
## Iteration 7 lambda =  0.5781573 
## Iteration 8 lambda =  0.5781573 
## Iteration 1 lambda =  0.5389906 
## Iteration 2 lambda =  0.4928897 
## Iteration 3 lambda =  0.4882796 
## Iteration 4 lambda =  0.4878186 
## Iteration 5 lambda =  0.4877725 
## Iteration 6 lambda =  0.4877678 
## Iteration 7 lambda =  0.4877674 
## Iteration 8 lambda =  0.4877673 
## Iteration 1 lambda =  0.4704402 
## Iteration 2 lambda =  0.4174842 
## Iteration 3 lambda =  0.4121886 
## Iteration 4 lambda =  0.411659 
## Iteration 5 lambda =  0.4116061 
## Iteration 6 lambda =  0.4116008 
## Iteration 7 lambda =  0.4116003 
## Iteration 8 lambda =  0.4116002 
## Iteration 1 lambda =  0.5756938 
## Iteration 2 lambda =  0.5332632 
## Iteration 3 lambda =  0.5290201 
## Iteration 4 lambda =  0.5285958 
## Iteration 5 lambda =  0.5285534 
## Iteration 6 lambda =  0.5285491 
## Iteration 7 lambda =  0.5285487 
## Iteration 8 lambda =  0.5285486 
## Iteration 1 lambda =  0.5718943 
## Iteration 2 lambda =  0.5290837 
## Iteration 3 lambda =  0.5248026 
## Iteration 4 lambda =  0.5243745 
## Iteration 5 lambda =  0.5243317 
## Iteration 6 lambda =  0.5243274 
## Iteration 7 lambda =  0.524327 
## Iteration 8 lambda =  0.524327 
## Iteration 1 lambda =  0.5444083 
## Iteration 2 lambda =  0.4988491 
## Iteration 3 lambda =  0.4942932 
## Iteration 4 lambda =  0.4938376 
## Iteration 5 lambda =  0.493792 
## Iteration 6 lambda =  0.4937875 
## Iteration 7 lambda =  0.493787 
## Iteration 8 lambda =  0.493787 
## Iteration 1 lambda =  0.5314759 
## Iteration 2 lambda =  0.4846235 
## Iteration 3 lambda =  0.4799383 
## Iteration 4 lambda =  0.4794697 
## Iteration 5 lambda =  0.4794229 
## Iteration 6 lambda =  0.4794182 
## Iteration 7 lambda =  0.4794177 
## Iteration 8 lambda =  0.4794177 
## Iteration 1 lambda =  0.5638264 
## Iteration 2 lambda =  0.520209 
## Iteration 3 lambda =  0.5158473 
## Iteration 4 lambda =  0.5154111 
## Iteration 5 lambda =  0.5153675 
## Iteration 6 lambda =  0.5153632 
## Iteration 7 lambda =  0.5153627 
## Iteration 8 lambda =  0.5153627 
## Iteration 1 lambda =  0.4937322 
## Iteration 2 lambda =  0.4431055 
## Iteration 3 lambda =  0.4380428 
## Iteration 4 lambda =  0.4375365 
## Iteration 5 lambda =  0.4374859 
## Iteration 6 lambda =  0.4374808 
## Iteration 7 lambda =  0.4374803 
## Iteration 8 lambda =  0.4374803 
## Iteration 1 lambda =  0.5362059 
## Iteration 2 lambda =  0.4898265 
## Iteration 3 lambda =  0.4851886 
## Iteration 4 lambda =  0.4847248 
## Iteration 5 lambda =  0.4846784 
## Iteration 6 lambda =  0.4846738 
## Iteration 7 lambda =  0.4846733 
## Iteration 8 lambda =  0.4846733 
## Iteration 1 lambda =  0.5084644 
## Iteration 2 lambda =  0.4593109 
## Iteration 3 lambda =  0.4543955 
## Iteration 4 lambda =  0.453904 
## Iteration 5 lambda =  0.4538548 
## Iteration 6 lambda =  0.4538499 
## Iteration 7 lambda =  0.4538494 
## Iteration 8 lambda =  0.4538494 
## Iteration 1 lambda =  0.5811186 
## Iteration 2 lambda =  0.5392305 
## Iteration 3 lambda =  0.5350417 
## Iteration 4 lambda =  0.5346228 
## Iteration 5 lambda =  0.5345809 
## Iteration 6 lambda =  0.5345767 
## Iteration 7 lambda =  0.5345763 
## Iteration 8 lambda =  0.5345763 
## Iteration 1 lambda =  0.5721736 
## Iteration 2 lambda =  0.529391 
## Iteration 3 lambda =  0.5251127 
## Iteration 4 lambda =  0.5246849 
## Iteration 5 lambda =  0.5246421 
## Iteration 6 lambda =  0.5246378 
## Iteration 7 lambda =  0.5246374 
## Iteration 8 lambda =  0.5246374 
## Iteration 1 lambda =  0.521808 
## Iteration 2 lambda =  0.4739888 
## Iteration 3 lambda =  0.4692069 
## Iteration 4 lambda =  0.4687287 
## Iteration 5 lambda =  0.4686808 
## Iteration 6 lambda =  0.4686761 
## Iteration 7 lambda =  0.4686756 
## Iteration 8 lambda =  0.4686755 
## Iteration 1 lambda =  0.6009143 
## Iteration 2 lambda =  0.5610057 
## Iteration 3 lambda =  0.5570149 
## Iteration 4 lambda =  0.5566158 
## Iteration 5 lambda =  0.5565759 
## Iteration 6 lambda =  0.5565719 
## Iteration 7 lambda =  0.5565715 
## Iteration 8 lambda =  0.5565714 
## Iteration 1 lambda =  0.6174402 
## Iteration 2 lambda =  0.5791842 
## Iteration 3 lambda =  0.5753586 
## Iteration 4 lambda =  0.574976 
## Iteration 5 lambda =  0.5749378 
## Iteration 6 lambda =  0.5749339 
## Iteration 7 lambda =  0.5749336 
## Iteration 8 lambda =  0.5749335 
## Iteration 1 lambda =  0.5658536 
## Iteration 2 lambda =  0.5224389 
## Iteration 3 lambda =  0.5180974 
## Iteration 4 lambda =  0.5176633 
## Iteration 5 lambda =  0.5176199 
## Iteration 6 lambda =  0.5176155 
## Iteration 7 lambda =  0.5176151 
## Iteration 8 lambda =  0.5176151 
## Iteration 1 lambda =  0.5357055 
## Iteration 2 lambda =  0.4892761 
## Iteration 3 lambda =  0.4846331 
## Iteration 4 lambda =  0.4841688 
## Iteration 5 lambda =  0.4841224 
## Iteration 6 lambda =  0.4841178 
## Iteration 7 lambda =  0.4841173 
## Iteration 8 lambda =  0.4841173 
## Iteration 1 lambda =  0.5141448 
## Iteration 2 lambda =  0.4655593 
## Iteration 3 lambda =  0.4607007 
## Iteration 4 lambda =  0.4602149 
## Iteration 5 lambda =  0.4601663 
## Iteration 6 lambda =  0.4601614 
## Iteration 7 lambda =  0.4601609 
## Iteration 8 lambda =  0.4601609 
## Iteration 1 lambda =  0.5211296 
## Iteration 2 lambda =  0.4732426 
## Iteration 3 lambda =  0.4684539 
## Iteration 4 lambda =  0.467975 
## Iteration 5 lambda =  0.4679271 
## Iteration 6 lambda =  0.4679223 
## Iteration 7 lambda =  0.4679218 
## Iteration 8 lambda =  0.4679218 
## Iteration 1 lambda =  0.5053584 
## Iteration 2 lambda =  0.4558943 
## Iteration 3 lambda =  0.4509479 
## Iteration 4 lambda =  0.4504532 
## Iteration 5 lambda =  0.4504038 
## Iteration 6 lambda =  0.4503988 
## Iteration 7 lambda =  0.4503983 
## Iteration 8 lambda =  0.4503983 
## Iteration 1 lambda =  0.5485537 
## Iteration 2 lambda =  0.5034091 
## Iteration 3 lambda =  0.4988946 
## Iteration 4 lambda =  0.4984432 
## Iteration 5 lambda =  0.498398 
## Iteration 6 lambda =  0.4983935 
## Iteration 7 lambda =  0.4983931 
## Iteration 8 lambda =  0.498393 
## Iteration 1 lambda =  0.5089428 
## Iteration 2 lambda =  0.459837 
## Iteration 3 lambda =  0.4549265 
## Iteration 4 lambda =  0.4544354 
## Iteration 5 lambda =  0.4543863 
## Iteration 6 lambda =  0.4543814 
## Iteration 7 lambda =  0.4543809 
## Iteration 8 lambda =  0.4543809 
## Iteration 1 lambda =  0.5386774 
## Iteration 2 lambda =  0.4925452 
## Iteration 3 lambda =  0.487932 
## Iteration 4 lambda =  0.4874706 
## Iteration 5 lambda =  0.4874245 
## Iteration 6 lambda =  0.4874199 
## Iteration 7 lambda =  0.4874194 
## Iteration 8 lambda =  0.4874194 
## Iteration 1 lambda =  0.4798795 
## Iteration 2 lambda =  0.4278675 
## Iteration 3 lambda =  0.4226663 
## Iteration 4 lambda =  0.4221461 
## Iteration 5 lambda =  0.4220941 
## Iteration 6 lambda =  0.4220889 
## Iteration 7 lambda =  0.4220884 
## Iteration 8 lambda =  0.4220884 
## Iteration 1 lambda =  0.5872445 
## Iteration 2 lambda =  0.545969 
## Iteration 3 lambda =  0.5418414 
## Iteration 4 lambda =  0.5414287 
## Iteration 5 lambda =  0.5413874 
## Iteration 6 lambda =  0.5413833 
## Iteration 7 lambda =  0.5413829 
## Iteration 8 lambda =  0.5413828 
## Iteration 1 lambda =  0.5348508 
## Iteration 2 lambda =  0.4883359 
## Iteration 3 lambda =  0.4836844 
## Iteration 4 lambda =  0.4832193 
## Iteration 5 lambda =  0.4831728 
## Iteration 6 lambda =  0.4831681 
## Iteration 7 lambda =  0.4831677 
## Iteration 8 lambda =  0.4831676 
## Iteration 1 lambda =  0.5897104 
## Iteration 2 lambda =  0.5486814 
## Iteration 3 lambda =  0.5445785 
## Iteration 4 lambda =  0.5441682 
## Iteration 5 lambda =  0.5441272 
## Iteration 6 lambda =  0.5441231 
## Iteration 7 lambda =  0.5441227 
## Iteration 8 lambda =  0.5441226 
## Iteration 1 lambda =  0.5429293 
## Iteration 2 lambda =  0.4972222 
## Iteration 3 lambda =  0.4926515 
## Iteration 4 lambda =  0.4921944 
## Iteration 5 lambda =  0.4921487 
## Iteration 6 lambda =  0.4921441 
## Iteration 7 lambda =  0.4921437 
## Iteration 8 lambda =  0.4921436 
## Iteration 1 lambda =  0.5282932 
## Iteration 2 lambda =  0.4811225 
## Iteration 3 lambda =  0.4764054 
## Iteration 4 lambda =  0.4759337 
## Iteration 5 lambda =  0.4758865 
## Iteration 6 lambda =  0.4758818 
## Iteration 7 lambda =  0.4758813 
## Iteration 8 lambda =  0.4758813 
## Iteration 1 lambda =  0.5422006 
## Iteration 2 lambda =  0.4964206 
## Iteration 3 lambda =  0.4918427 
## Iteration 4 lambda =  0.4913849 
## Iteration 5 lambda =  0.4913391 
## Iteration 6 lambda =  0.4913345 
## Iteration 7 lambda =  0.491334 
## Iteration 8 lambda =  0.491334 
## Iteration 1 lambda =  0.5524964 
## Iteration 2 lambda =  0.5077461 
## Iteration 3 lambda =  0.503271 
## Iteration 4 lambda =  0.5028235 
## Iteration 5 lambda =  0.5027788 
## Iteration 6 lambda =  0.5027743 
## Iteration 7 lambda =  0.5027738 
## Iteration 8 lambda =  0.5027738 
## Iteration 1 lambda =  0.5094046 
## Iteration 2 lambda =  0.4603451 
## Iteration 3 lambda =  0.4554391 
## Iteration 4 lambda =  0.4549485 
## Iteration 5 lambda =  0.4548994 
## Iteration 6 lambda =  0.4548945 
## Iteration 7 lambda =  0.454894 
## Iteration 8 lambda =  0.454894 
## Iteration 1 lambda =  0.4730995 
## Iteration 2 lambda =  0.4204095 
## Iteration 3 lambda =  0.4151405 
## Iteration 4 lambda =  0.4146136 
## Iteration 5 lambda =  0.4145609 
## Iteration 6 lambda =  0.4145556 
## Iteration 7 lambda =  0.4145551 
## Iteration 8 lambda =  0.4145551 
## Iteration 1 lambda =  0.5373168 
## Iteration 2 lambda =  0.4910485 
## Iteration 3 lambda =  0.4864216 
## Iteration 4 lambda =  0.4859589 
## Iteration 5 lambda =  0.4859127 
## Iteration 6 lambda =  0.485908 
## Iteration 7 lambda =  0.4859076 
## Iteration 8 lambda =  0.4859075 
## Iteration 1 lambda =  0.5846545 
## Iteration 2 lambda =  0.5431199 
## Iteration 3 lambda =  0.5389665 
## Iteration 4 lambda =  0.5385511 
## Iteration 5 lambda =  0.5385096 
## Iteration 6 lambda =  0.5385055 
## Iteration 7 lambda =  0.538505 
## Iteration 8 lambda =  0.538505 
## Iteration 1 lambda =  0.4916141 
## Iteration 2 lambda =  0.4407755 
## Iteration 3 lambda =  0.4356916 
## Iteration 4 lambda =  0.4351832 
## Iteration 5 lambda =  0.4351324 
## Iteration 6 lambda =  0.4351273 
## Iteration 7 lambda =  0.4351268 
## Iteration 8 lambda =  0.4351268 
## Iteration 1 lambda =  0.4738688 
## Iteration 2 lambda =  0.4212557 
## Iteration 3 lambda =  0.4159944 
## Iteration 4 lambda =  0.4154682 
## Iteration 5 lambda =  0.4154156 
## Iteration 6 lambda =  0.4154104 
## Iteration 7 lambda =  0.4154098 
## Iteration 8 lambda =  0.4154098 
## Iteration 1 lambda =  0.5134035 
## Iteration 2 lambda =  0.4647439 
## Iteration 3 lambda =  0.4598779 
## Iteration 4 lambda =  0.4593913 
## Iteration 5 lambda =  0.4593426 
## Iteration 6 lambda =  0.4593378 
## Iteration 7 lambda =  0.4593373 
## Iteration 8 lambda =  0.4593372 
## Iteration 1 lambda =  0.5551012 
## Iteration 2 lambda =  0.5106113 
## Iteration 3 lambda =  0.5061623 
## Iteration 4 lambda =  0.5057174 
## Iteration 5 lambda =  0.5056729 
## Iteration 6 lambda =  0.5056685 
## Iteration 7 lambda =  0.505668 
## Iteration 8 lambda =  0.505668 
## Iteration 1 lambda =  0.5871187 
## Iteration 2 lambda =  0.5458306 
## Iteration 3 lambda =  0.5417018 
## Iteration 4 lambda =  0.5412889 
## Iteration 5 lambda =  0.5412476 
## Iteration 6 lambda =  0.5412435 
## Iteration 7 lambda =  0.5412431 
## Iteration 8 lambda =  0.541243 
## Iteration 1 lambda =  0.508017 
## Iteration 2 lambda =  0.4588186 
## Iteration 3 lambda =  0.4538988 
## Iteration 4 lambda =  0.4534068 
## Iteration 5 lambda =  0.4533576 
## Iteration 6 lambda =  0.4533527 
## Iteration 7 lambda =  0.4533522 
## Iteration 8 lambda =  0.4533522 
## Iteration 1 lambda =  0.5609257 
## Iteration 2 lambda =  0.5170182 
## Iteration 3 lambda =  0.5126275 
## Iteration 4 lambda =  0.5121884 
## Iteration 5 lambda =  0.5121445 
## Iteration 6 lambda =  0.5121401 
## Iteration 7 lambda =  0.5121397 
## Iteration 8 lambda =  0.5121396 
## Iteration 1 lambda =  0.5235736 
## Iteration 2 lambda =  0.4759309 
## Iteration 3 lambda =  0.4711666 
## Iteration 4 lambda =  0.4706902 
## Iteration 5 lambda =  0.4706426 
## Iteration 6 lambda =  0.4706378 
## Iteration 7 lambda =  0.4706373 
## Iteration 8 lambda =  0.4706373 
## Iteration 1 lambda =  0.5528043 
## Iteration 2 lambda =  0.5080847 
## Iteration 3 lambda =  0.5036127 
## Iteration 4 lambda =  0.5031655 
## Iteration 5 lambda =  0.5031208 
## Iteration 6 lambda =  0.5031163 
## Iteration 7 lambda =  0.5031159 
## Iteration 8 lambda =  0.5031158 
## Iteration 1 lambda =  0.5228515 
## Iteration 2 lambda =  0.4751366 
## Iteration 3 lambda =  0.4703651 
## Iteration 4 lambda =  0.469888 
## Iteration 5 lambda =  0.4698403 
## Iteration 6 lambda =  0.4698355 
## Iteration 7 lambda =  0.469835 
## Iteration 8 lambda =  0.469835 
## Iteration 1 lambda =  0.482693 
## Iteration 2 lambda =  0.4309623 
## Iteration 3 lambda =  0.4257892 
## Iteration 4 lambda =  0.4252719 
## Iteration 5 lambda =  0.4252201 
## Iteration 6 lambda =  0.425215 
## Iteration 7 lambda =  0.4252145 
## Iteration 8 lambda =  0.4252144 
## Iteration 1 lambda =  0.5552701 
## Iteration 2 lambda =  0.5107971 
## Iteration 3 lambda =  0.5063498 
## Iteration 4 lambda =  0.5059051 
## Iteration 5 lambda =  0.5058606 
## Iteration 6 lambda =  0.5058562 
## Iteration 7 lambda =  0.5058557 
## Iteration 8 lambda =  0.5058557 
## Iteration 1 lambda =  0.5724455 
## Iteration 2 lambda =  0.52969 
## Iteration 3 lambda =  0.5254145 
## Iteration 4 lambda =  0.5249869 
## Iteration 5 lambda =  0.5249441 
## Iteration 6 lambda =  0.5249399 
## Iteration 7 lambda =  0.5249394 
## Iteration 8 lambda =  0.5249394 
## Iteration 1 lambda =  0.5016054 
## Iteration 2 lambda =  0.451766 
## Iteration 3 lambda =  0.446782 
## Iteration 4 lambda =  0.4462836 
## Iteration 5 lambda =  0.4462338 
## Iteration 6 lambda =  0.4462288 
## Iteration 7 lambda =  0.4462283 
## Iteration 8 lambda =  0.4462283 
## Iteration 1 lambda =  0.5150694 
## Iteration 2 lambda =  0.4665763 
## Iteration 3 lambda =  0.461727 
## Iteration 4 lambda =  0.4612421 
## Iteration 5 lambda =  0.4611936 
## Iteration 6 lambda =  0.4611887 
## Iteration 7 lambda =  0.4611883 
## Iteration 8 lambda =  0.4611882 
## Iteration 1 lambda =  0.5443795 
## Iteration 2 lambda =  0.4988174 
## Iteration 3 lambda =  0.4942612 
## Iteration 4 lambda =  0.4938056 
## Iteration 5 lambda =  0.49376 
## Iteration 6 lambda =  0.4937555 
## Iteration 7 lambda =  0.493755 
## Iteration 8 lambda =  0.493755 
## Iteration 1 lambda =  0.5057402 
## Iteration 2 lambda =  0.4563142 
## Iteration 3 lambda =  0.4513716 
## Iteration 4 lambda =  0.4508773 
## Iteration 5 lambda =  0.4508279 
## Iteration 6 lambda =  0.450823 
## Iteration 7 lambda =  0.4508225 
## Iteration 8 lambda =  0.4508224 
## Iteration 1 lambda =  0.5100827 
## Iteration 2 lambda =  0.461091 
## Iteration 3 lambda =  0.4561918 
## Iteration 4 lambda =  0.4557019 
## Iteration 5 lambda =  0.4556529 
## Iteration 6 lambda =  0.455648 
## Iteration 7 lambda =  0.4556475 
## Iteration 8 lambda =  0.4556475 
## Iteration 1 lambda =  0.5379121 
## Iteration 2 lambda =  0.4917034 
## Iteration 3 lambda =  0.4870825 
## Iteration 4 lambda =  0.4866204 
## Iteration 5 lambda =  0.4865742 
## Iteration 6 lambda =  0.4865696 
## Iteration 7 lambda =  0.4865691 
## Iteration 8 lambda =  0.4865691 
## Iteration 1 lambda =  0.5319527 
## Iteration 2 lambda =  0.485148 
## Iteration 3 lambda =  0.4804675 
## Iteration 4 lambda =  0.4799995 
## Iteration 5 lambda =  0.4799527 
## Iteration 6 lambda =  0.479948 
## Iteration 7 lambda =  0.4799475 
## Iteration 8 lambda =  0.4799475 
## Iteration 1 lambda =  0.5780859 
## Iteration 2 lambda =  0.5358945 
## Iteration 3 lambda =  0.5316754 
## Iteration 4 lambda =  0.5312535 
## Iteration 5 lambda =  0.5312113 
## Iteration 6 lambda =  0.5312071 
## Iteration 7 lambda =  0.5312066 
## Iteration 8 lambda =  0.5312066 
## Iteration 1 lambda =  0.517124 
## Iteration 2 lambda =  0.4688364 
## Iteration 3 lambda =  0.4640076 
## Iteration 4 lambda =  0.4635248 
## Iteration 5 lambda =  0.4634765 
## Iteration 6 lambda =  0.4634717 
## Iteration 7 lambda =  0.4634712 
## Iteration 8 lambda =  0.4634711 
## Iteration 1 lambda =  0.594517 
## Iteration 2 lambda =  0.5539686 
## Iteration 3 lambda =  0.5499138 
## Iteration 4 lambda =  0.5495083 
## Iteration 5 lambda =  0.5494678 
## Iteration 6 lambda =  0.5494637 
## Iteration 7 lambda =  0.5494633 
## Iteration 8 lambda =  0.5494633 
## Iteration 1 lambda =  0.6419704 
## Iteration 2 lambda =  0.6061675 
## Iteration 3 lambda =  0.6025872 
## Iteration 4 lambda =  0.6022292 
## Iteration 5 lambda =  0.6021934 
## Iteration 6 lambda =  0.6021898 
## Iteration 7 lambda =  0.6021894 
## Iteration 8 lambda =  0.6021894 
## Iteration 1 lambda =  0.5201018 
## Iteration 2 lambda =  0.472112 
## Iteration 3 lambda =  0.467313 
## Iteration 4 lambda =  0.4668331 
## Iteration 5 lambda =  0.4667852 
## Iteration 6 lambda =  0.4667804 
## Iteration 7 lambda =  0.4667799 
## Iteration 8 lambda =  0.4667798 
## Iteration 1 lambda =  0.6281709 
## Iteration 2 lambda =  0.5909879 
## Iteration 3 lambda =  0.5872696 
## Iteration 4 lambda =  0.5868978 
## Iteration 5 lambda =  0.5868606 
## Iteration 6 lambda =  0.5868569 
## Iteration 7 lambda =  0.5868565 
## Iteration 8 lambda =  0.5868565 
## Iteration 1 lambda =  0.6311632 
## Iteration 2 lambda =  0.5942795 
## Iteration 3 lambda =  0.5905911 
## Iteration 4 lambda =  0.5902223 
## Iteration 5 lambda =  0.5901854 
## Iteration 6 lambda =  0.5901817 
## Iteration 7 lambda =  0.5901814 
## Iteration 8 lambda =  0.5901813 
## Iteration 1 lambda =  0.5339411 
## Iteration 2 lambda =  0.4873352 
## Iteration 3 lambda =  0.4826746 
## Iteration 4 lambda =  0.4822085 
## Iteration 5 lambda =  0.4821619 
## Iteration 6 lambda =  0.4821573 
## Iteration 7 lambda =  0.4821568 
## Iteration 8 lambda =  0.4821567 
## Iteration 1 lambda =  0.5598724 
## Iteration 2 lambda =  0.5158596 
## Iteration 3 lambda =  0.5114583 
## Iteration 4 lambda =  0.5110182 
## Iteration 5 lambda =  0.5109742 
## Iteration 6 lambda =  0.5109698 
## Iteration 7 lambda =  0.5109694 
## Iteration 8 lambda =  0.5109693 
## Iteration 1 lambda =  0.5577681 
## Iteration 2 lambda =  0.5135449 
## Iteration 3 lambda =  0.5091226 
## Iteration 4 lambda =  0.5086804 
## Iteration 5 lambda =  0.5086361 
## Iteration 6 lambda =  0.5086317 
## Iteration 7 lambda =  0.5086313 
## Iteration 8 lambda =  0.5086312 
## Iteration 1 lambda =  0.5452207 
## Iteration 2 lambda =  0.4997428 
## Iteration 3 lambda =  0.495195 
## Iteration 4 lambda =  0.4947402 
## Iteration 5 lambda =  0.4946948 
## Iteration 6 lambda =  0.4946902 
## Iteration 7 lambda =  0.4946898 
## Iteration 8 lambda =  0.4946897 
## Iteration 1 lambda =  0.5593028 
## Iteration 2 lambda =  0.5152331 
## Iteration 3 lambda =  0.5108261 
## Iteration 4 lambda =  0.5103854 
## Iteration 5 lambda =  0.5103413 
## Iteration 6 lambda =  0.5103369 
## Iteration 7 lambda =  0.5103365 
## Iteration 8 lambda =  0.5103365 
## Iteration 1 lambda =  0.5574856 
## Iteration 2 lambda =  0.5132342 
## Iteration 3 lambda =  0.508809 
## Iteration 4 lambda =  0.5083665 
## Iteration 5 lambda =  0.5083223 
## Iteration 6 lambda =  0.5083178 
## Iteration 7 lambda =  0.5083174 
## Iteration 8 lambda =  0.5083174 
## Iteration 1 lambda =  0.4988926 
## Iteration 2 lambda =  0.4487819 
## Iteration 3 lambda =  0.4437708 
## Iteration 4 lambda =  0.4432697 
## Iteration 5 lambda =  0.4432196 
## Iteration 6 lambda =  0.4432146 
## Iteration 7 lambda =  0.4432141 
## Iteration 8 lambda =  0.443214 
## Iteration 1 lambda =  0.5224086 
## Iteration 2 lambda =  0.4746494 
## Iteration 3 lambda =  0.4698735 
## Iteration 4 lambda =  0.4693959 
## Iteration 5 lambda =  0.4693482 
## Iteration 6 lambda =  0.4693434 
## Iteration 7 lambda =  0.4693429 
## Iteration 8 lambda =  0.4693429 
## Iteration 1 lambda =  0.5956155 
## Iteration 2 lambda =  0.5551771 
## Iteration 3 lambda =  0.5511332 
## Iteration 4 lambda =  0.5507289 
## Iteration 5 lambda =  0.5506884 
## Iteration 6 lambda =  0.5506844 
## Iteration 7 lambda =  0.550684 
## Iteration 8 lambda =  0.5506839 
## Iteration 1 lambda =  0.5379535 
## Iteration 2 lambda =  0.4917489 
## Iteration 3 lambda =  0.4871284 
## Iteration 4 lambda =  0.4866664 
## Iteration 5 lambda =  0.4866202 
## Iteration 6 lambda =  0.4866156 
## Iteration 7 lambda =  0.4866151 
## Iteration 8 lambda =  0.4866151 
## Iteration 1 lambda =  0.5836096 
## Iteration 2 lambda =  0.5419705 
## Iteration 3 lambda =  0.5378066 
## Iteration 4 lambda =  0.5373902 
## Iteration 5 lambda =  0.5373486 
## Iteration 6 lambda =  0.5373444 
## Iteration 7 lambda =  0.537344 
## Iteration 8 lambda =  0.537344 
## Iteration 1 lambda =  0.59158 
## Iteration 2 lambda =  0.550738 
## Iteration 3 lambda =  0.5466538 
## Iteration 4 lambda =  0.5462454 
## Iteration 5 lambda =  0.5462045 
## Iteration 6 lambda =  0.5462005 
## Iteration 7 lambda =  0.5462 
## Iteration 8 lambda =  0.5462 
## Iteration 1 lambda =  0.4890344 
## Iteration 2 lambda =  0.4379378 
## Iteration 3 lambda =  0.4328282 
## Iteration 4 lambda =  0.4323172 
## Iteration 5 lambda =  0.4322661 
## Iteration 6 lambda =  0.432261 
## Iteration 7 lambda =  0.4322605 
## Iteration 8 lambda =  0.4322605 
## Iteration 1 lambda =  0.5203687 
## Iteration 2 lambda =  0.4724056 
## Iteration 3 lambda =  0.4676092 
## Iteration 4 lambda =  0.4671296 
## Iteration 5 lambda =  0.4670816 
## Iteration 6 lambda =  0.4670768 
## Iteration 7 lambda =  0.4670764 
## Iteration 8 lambda =  0.4670763 
## Iteration 1 lambda =  0.5872373 
## Iteration 2 lambda =  0.545961 
## Iteration 3 lambda =  0.5418334 
## Iteration 4 lambda =  0.5414206 
## Iteration 5 lambda =  0.5413793 
## Iteration 6 lambda =  0.5413752 
## Iteration 7 lambda =  0.5413748 
## Iteration 8 lambda =  0.5413747 
## Iteration 1 lambda =  0.5868063 
## Iteration 2 lambda =  0.5454869 
## Iteration 3 lambda =  0.541355 
## Iteration 4 lambda =  0.5409418 
## Iteration 5 lambda =  0.5409005 
## Iteration 6 lambda =  0.5408964 
## Iteration 7 lambda =  0.5408959 
## Iteration 8 lambda =  0.5408959 
## Iteration 1 lambda =  0.5545097 
## Iteration 2 lambda =  0.5099607 
## Iteration 3 lambda =  0.5055058 
## Iteration 4 lambda =  0.5050603 
## Iteration 5 lambda =  0.5050157 
## Iteration 6 lambda =  0.5050113 
## Iteration 7 lambda =  0.5050108 
## Iteration 8 lambda =  0.5050108 
## Iteration 1 lambda =  0.5422602 
## Iteration 2 lambda =  0.4964862 
## Iteration 3 lambda =  0.4919088 
## Iteration 4 lambda =  0.491451 
## Iteration 5 lambda =  0.4914053 
## Iteration 6 lambda =  0.4914007 
## Iteration 7 lambda =  0.4914002 
## Iteration 8 lambda =  0.4914002 
## Iteration 1 lambda =  0.5608922 
## Iteration 2 lambda =  0.5169815 
## Iteration 3 lambda =  0.5125904 
## Iteration 4 lambda =  0.5121513 
## Iteration 5 lambda =  0.5121074 
## Iteration 6 lambda =  0.512103 
## Iteration 7 lambda =  0.5121025 
## Iteration 8 lambda =  0.5121025 
## Iteration 1 lambda =  0.5626736 
## Iteration 2 lambda =  0.518941 
## Iteration 3 lambda =  0.5145677 
## Iteration 4 lambda =  0.5141304 
## Iteration 5 lambda =  0.5140867 
## Iteration 6 lambda =  0.5140823 
## Iteration 7 lambda =  0.5140819 
## Iteration 8 lambda =  0.5140818 
## Iteration 1 lambda =  0.5390919 
## Iteration 2 lambda =  0.4930011 
## Iteration 3 lambda =  0.488392 
## Iteration 4 lambda =  0.4879311 
## Iteration 5 lambda =  0.487885 
## Iteration 6 lambda =  0.4878804 
## Iteration 7 lambda =  0.4878799 
## Iteration 8 lambda =  0.4878799 
## Iteration 1 lambda =  0.5164602 
## Iteration 2 lambda =  0.4681062 
## Iteration 3 lambda =  0.4632708 
## Iteration 4 lambda =  0.4627872 
## Iteration 5 lambda =  0.4627389 
## Iteration 6 lambda =  0.462734 
## Iteration 7 lambda =  0.4627336 
## Iteration 8 lambda =  0.4627335 
## Iteration 1 lambda =  0.585607 
## Iteration 2 lambda =  0.5441677 
## Iteration 3 lambda =  0.5400237 
## Iteration 4 lambda =  0.5396093 
## Iteration 5 lambda =  0.5395679 
## Iteration 6 lambda =  0.5395638 
## Iteration 7 lambda =  0.5395633 
## Iteration 8 lambda =  0.5395633 
## Iteration 1 lambda =  0.5565331 
## Iteration 2 lambda =  0.5121864 
## Iteration 3 lambda =  0.5077518 
## Iteration 4 lambda =  0.5073083 
## Iteration 5 lambda =  0.507264 
## Iteration 6 lambda =  0.5072595 
## Iteration 7 lambda =  0.5072591 
## Iteration 8 lambda =  0.507259 
## Iteration 1 lambda =  0.5545416 
## Iteration 2 lambda =  0.5099957 
## Iteration 3 lambda =  0.5055411 
## Iteration 4 lambda =  0.5050957 
## Iteration 5 lambda =  0.5050511 
## Iteration 6 lambda =  0.5050467 
## Iteration 7 lambda =  0.5050462 
## Iteration 8 lambda =  0.5050462 
## Iteration 1 lambda =  0.5632294 
## Iteration 2 lambda =  0.5195524 
## Iteration 3 lambda =  0.5151847 
## Iteration 4 lambda =  0.5147479 
## Iteration 5 lambda =  0.5147042 
## Iteration 6 lambda =  0.5146999 
## Iteration 7 lambda =  0.5146994 
## Iteration 8 lambda =  0.5146994 
## Iteration 1 lambda =  0.4893573 
## Iteration 2 lambda =  0.4382931 
## Iteration 3 lambda =  0.4331866 
## Iteration 4 lambda =  0.432676 
## Iteration 5 lambda =  0.4326249 
## Iteration 6 lambda =  0.4326198 
## Iteration 7 lambda =  0.4326193 
## Iteration 8 lambda =  0.4326193 
## Iteration 1 lambda =  0.5499297 
## Iteration 2 lambda =  0.5049227 
## Iteration 3 lambda =  0.500422 
## Iteration 4 lambda =  0.4999719 
## Iteration 5 lambda =  0.4999269 
## Iteration 6 lambda =  0.4999224 
## Iteration 7 lambda =  0.499922 
## Iteration 8 lambda =  0.4999219 
## Iteration 1 lambda =  0.5226342 
## Iteration 2 lambda =  0.4748976 
## Iteration 3 lambda =  0.470124 
## Iteration 4 lambda =  0.4696466 
## Iteration 5 lambda =  0.4695989 
## Iteration 6 lambda =  0.4695941 
## Iteration 7 lambda =  0.4695936 
## Iteration 8 lambda =  0.4695936 
## Iteration 1 lambda =  0.5438787 
## Iteration 2 lambda =  0.4982665 
## Iteration 3 lambda =  0.4937053 
## Iteration 4 lambda =  0.4932492 
## Iteration 5 lambda =  0.4932036 
## Iteration 6 lambda =  0.493199 
## Iteration 7 lambda =  0.4931986 
## Iteration 8 lambda =  0.4931985 
## Iteration 1 lambda =  0.5032485 
## Iteration 2 lambda =  0.4535733 
## Iteration 3 lambda =  0.4486058 
## Iteration 4 lambda =  0.448109 
## Iteration 5 lambda =  0.4480594 
## Iteration 6 lambda =  0.4480544 
## Iteration 7 lambda =  0.4480539 
## Iteration 8 lambda =  0.4480538 
## Iteration 1 lambda =  0.5675786 
## Iteration 2 lambda =  0.5243364 
## Iteration 3 lambda =  0.5200122 
## Iteration 4 lambda =  0.5195798 
## Iteration 5 lambda =  0.5195365 
## Iteration 6 lambda =  0.5195322 
## Iteration 7 lambda =  0.5195318 
## Iteration 8 lambda =  0.5195317 
## Iteration 1 lambda =  0.4933936 
## Iteration 2 lambda =  0.4427329 
## Iteration 3 lambda =  0.4376669 
## Iteration 4 lambda =  0.4371602 
## Iteration 5 lambda =  0.4371096 
## Iteration 6 lambda =  0.4371045 
## Iteration 7 lambda =  0.437104 
## Iteration 8 lambda =  0.437104 
## Iteration 1 lambda =  0.5301952 
## Iteration 2 lambda =  0.4832147 
## Iteration 3 lambda =  0.4785166 
## Iteration 4 lambda =  0.4780468 
## Iteration 5 lambda =  0.4779998 
## Iteration 6 lambda =  0.4779951 
## Iteration 7 lambda =  0.4779947 
## Iteration 8 lambda =  0.4779946 
## Iteration 1 lambda =  0.5397471 
## Iteration 2 lambda =  0.4937218 
## Iteration 3 lambda =  0.4891193 
## Iteration 4 lambda =  0.488659 
## Iteration 5 lambda =  0.488613 
## Iteration 6 lambda =  0.4886084 
## Iteration 7 lambda =  0.4886079 
## Iteration 8 lambda =  0.4886079 
## Iteration 1 lambda =  0.5227874 
## Iteration 2 lambda =  0.4750661 
## Iteration 3 lambda =  0.470294 
## Iteration 4 lambda =  0.4698168 
## Iteration 5 lambda =  0.469769 
## Iteration 6 lambda =  0.4697643 
## Iteration 7 lambda =  0.4697638 
## Iteration 8 lambda =  0.4697637 
## Iteration 1 lambda =  0.613035 
## Iteration 2 lambda =  0.5743385 
## Iteration 3 lambda =  0.5704689 
## Iteration 4 lambda =  0.5700819 
## Iteration 5 lambda =  0.5700432 
## Iteration 6 lambda =  0.5700393 
## Iteration 7 lambda =  0.570039 
## Iteration 8 lambda =  0.5700389 
## Iteration 1 lambda =  0.5213163 
## Iteration 2 lambda =  0.4734479 
## Iteration 3 lambda =  0.468661 
## Iteration 4 lambda =  0.4681824 
## Iteration 5 lambda =  0.4681345 
## Iteration 6 lambda =  0.4681297 
## Iteration 7 lambda =  0.4681292 
## Iteration 8 lambda =  0.4681292 
## Iteration 1 lambda =  0.6044883 
## Iteration 2 lambda =  0.5649371 
## Iteration 3 lambda =  0.560982 
## Iteration 4 lambda =  0.5605865 
## Iteration 5 lambda =  0.5605469 
## Iteration 6 lambda =  0.560543 
## Iteration 7 lambda =  0.5605426 
## Iteration 8 lambda =  0.5605425 
## Iteration 1 lambda =  0.5135382 
## Iteration 2 lambda =  0.464892 
## Iteration 3 lambda =  0.4600274 
## Iteration 4 lambda =  0.4595409 
## Iteration 5 lambda =  0.4594923 
## Iteration 6 lambda =  0.4594874 
## Iteration 7 lambda =  0.4594869 
## Iteration 8 lambda =  0.4594869 
## Iteration 1 lambda =  0.6089834 
## Iteration 2 lambda =  0.5698817 
## Iteration 3 lambda =  0.5659716 
## Iteration 4 lambda =  0.5655805 
## Iteration 5 lambda =  0.5655414 
## Iteration 6 lambda =  0.5655375 
## Iteration 7 lambda =  0.5655371 
## Iteration 8 lambda =  0.5655371 
## Iteration 1 lambda =  0.5592887 
## Iteration 2 lambda =  0.5152175 
## Iteration 3 lambda =  0.5108104 
## Iteration 4 lambda =  0.5103697 
## Iteration 5 lambda =  0.5103256 
## Iteration 6 lambda =  0.5103212 
## Iteration 7 lambda =  0.5103208 
## Iteration 8 lambda =  0.5103207 
## Iteration 1 lambda =  0.5680734 
## Iteration 2 lambda =  0.5248807 
## Iteration 3 lambda =  0.5205614 
## Iteration 4 lambda =  0.5201295 
## Iteration 5 lambda =  0.5200863 
## Iteration 6 lambda =  0.520082 
## Iteration 7 lambda =  0.5200816 
## Iteration 8 lambda =  0.5200815 
## Iteration 1 lambda =  0.4696542 
## Iteration 2 lambda =  0.4166196 
## Iteration 3 lambda =  0.4113162 
## Iteration 4 lambda =  0.4107858 
## Iteration 5 lambda =  0.4107328 
## Iteration 6 lambda =  0.4107275 
## Iteration 7 lambda =  0.4107269 
## Iteration 8 lambda =  0.4107269 
## Iteration 1 lambda =  0.5736594 
## Iteration 2 lambda =  0.5310253 
## Iteration 3 lambda =  0.5267619 
## Iteration 4 lambda =  0.5263356 
## Iteration 5 lambda =  0.526293 
## Iteration 6 lambda =  0.5262887 
## Iteration 7 lambda =  0.5262883 
## Iteration 8 lambda =  0.5262882 
## Iteration 1 lambda =  0.5086639 
## Iteration 2 lambda =  0.4595303 
## Iteration 3 lambda =  0.4546169 
## Iteration 4 lambda =  0.4541256 
## Iteration 5 lambda =  0.4540765 
## Iteration 6 lambda =  0.4540716 
## Iteration 7 lambda =  0.4540711 
## Iteration 8 lambda =  0.454071 
## Iteration 1 lambda =  0.6100417 
## Iteration 2 lambda =  0.5710458 
## Iteration 3 lambda =  0.5671463 
## Iteration 4 lambda =  0.5667563 
## Iteration 5 lambda =  0.5667173 
## Iteration 6 lambda =  0.5667134 
## Iteration 7 lambda =  0.566713 
## Iteration 8 lambda =  0.566713 
## Iteration 1 lambda =  0.5302525 
## Iteration 2 lambda =  0.4832777 
## Iteration 3 lambda =  0.4785802 
## Iteration 4 lambda =  0.4781105 
## Iteration 5 lambda =  0.4780635 
## Iteration 6 lambda =  0.4780588 
## Iteration 7 lambda =  0.4780583 
## Iteration 8 lambda =  0.4780583 
## Iteration 1 lambda =  0.5545694 
## Iteration 2 lambda =  0.5100263 
## Iteration 3 lambda =  0.505572 
## Iteration 4 lambda =  0.5051266 
## Iteration 5 lambda =  0.505082 
## Iteration 6 lambda =  0.5050776 
## Iteration 7 lambda =  0.5050771 
## Iteration 8 lambda =  0.5050771 
## Iteration 1 lambda =  0.4571986 
## Iteration 2 lambda =  0.4029184 
## Iteration 3 lambda =  0.3974904 
## Iteration 4 lambda =  0.3969476 
## Iteration 5 lambda =  0.3968934 
## Iteration 6 lambda =  0.3968879 
## Iteration 7 lambda =  0.3968874 
## Iteration 8 lambda =  0.3968873 
## Iteration 1 lambda =  0.5191816 
## Iteration 2 lambda =  0.4710997 
## Iteration 3 lambda =  0.4662916 
## Iteration 4 lambda =  0.4658107 
## Iteration 5 lambda =  0.4657627 
## Iteration 6 lambda =  0.4657578 
## Iteration 7 lambda =  0.4657574 
## Iteration 8 lambda =  0.4657573 
## Iteration 1 lambda =  0.5366116 
## Iteration 2 lambda =  0.4902728 
## Iteration 3 lambda =  0.4856389 
## Iteration 4 lambda =  0.4851755 
## Iteration 5 lambda =  0.4851292 
## Iteration 6 lambda =  0.4851245 
## Iteration 7 lambda =  0.4851241 
## Iteration 8 lambda =  0.485124 
## Iteration 1 lambda =  0.54682 
## Iteration 2 lambda =  0.501502 
## Iteration 3 lambda =  0.4969702 
## Iteration 4 lambda =  0.496517 
## Iteration 5 lambda =  0.4964717 
## Iteration 6 lambda =  0.4964672 
## Iteration 7 lambda =  0.4964667 
## Iteration 8 lambda =  0.4964667 
## Iteration 1 lambda =  0.5174718 
## Iteration 2 lambda =  0.469219 
## Iteration 3 lambda =  0.4643937 
## Iteration 4 lambda =  0.4639112 
## Iteration 5 lambda =  0.463863 
## Iteration 6 lambda =  0.4638581 
## Iteration 7 lambda =  0.4638577 
## Iteration 8 lambda =  0.4638576 
## Iteration 1 lambda =  0.5534167 
## Iteration 2 lambda =  0.5087583 
## Iteration 3 lambda =  0.5042925 
## Iteration 4 lambda =  0.5038459 
## Iteration 5 lambda =  0.5038013 
## Iteration 6 lambda =  0.5037968 
## Iteration 7 lambda =  0.5037964 
## Iteration 8 lambda =  0.5037963 
## Iteration 1 lambda =  0.5568348 
## Iteration 2 lambda =  0.5125183 
## Iteration 3 lambda =  0.5080866 
## Iteration 4 lambda =  0.5076435 
## Iteration 5 lambda =  0.5075992 
## Iteration 6 lambda =  0.5075947 
## Iteration 7 lambda =  0.5075943 
## Iteration 8 lambda =  0.5075942 
## Iteration 1 lambda =  0.6231011 
## Iteration 2 lambda =  0.5854112 
## Iteration 3 lambda =  0.5816423 
## Iteration 4 lambda =  0.5812654 
## Iteration 5 lambda =  0.5812277 
## Iteration 6 lambda =  0.5812239 
## Iteration 7 lambda =  0.5812235 
## Iteration 8 lambda =  0.5812235 
## Iteration 1 lambda =  0.504965 
## Iteration 2 lambda =  0.4554616 
## Iteration 3 lambda =  0.4505112 
## Iteration 4 lambda =  0.4500162 
## Iteration 5 lambda =  0.4499667 
## Iteration 6 lambda =  0.4499617 
## Iteration 7 lambda =  0.4499612 
## Iteration 8 lambda =  0.4499612 
## Iteration 1 lambda =  0.5298367 
## Iteration 2 lambda =  0.4828204 
## Iteration 3 lambda =  0.4781188 
## Iteration 4 lambda =  0.4776486 
## Iteration 5 lambda =  0.4776016 
## Iteration 6 lambda =  0.4775969 
## Iteration 7 lambda =  0.4775964 
## Iteration 8 lambda =  0.4775964 
## Iteration 1 lambda =  0.5478071 
## Iteration 2 lambda =  0.5025879 
## Iteration 3 lambda =  0.4980659 
## Iteration 4 lambda =  0.4976137 
## Iteration 5 lambda =  0.4975685 
## Iteration 6 lambda =  0.497564 
## Iteration 7 lambda =  0.4975635 
## Iteration 8 lambda =  0.4975635 
## Iteration 1 lambda =  0.5579367 
## Iteration 2 lambda =  0.5137303 
## Iteration 3 lambda =  0.5093097 
## Iteration 4 lambda =  0.5088676 
## Iteration 5 lambda =  0.5088234 
## Iteration 6 lambda =  0.508819 
## Iteration 7 lambda =  0.5088186 
## Iteration 8 lambda =  0.5088185 
## Iteration 1 lambda =  0.5183681 
## Iteration 2 lambda =  0.4702049 
## Iteration 3 lambda =  0.4653886 
## Iteration 4 lambda =  0.464907 
## Iteration 5 lambda =  0.4648588 
## Iteration 6 lambda =  0.464854 
## Iteration 7 lambda =  0.4648535 
## Iteration 8 lambda =  0.4648534 
## Iteration 1 lambda =  0.5340253 
## Iteration 2 lambda =  0.4874278 
## Iteration 3 lambda =  0.4827681 
## Iteration 4 lambda =  0.4823021 
## Iteration 5 lambda =  0.4822555 
## Iteration 6 lambda =  0.4822508 
## Iteration 7 lambda =  0.4822504 
## Iteration 8 lambda =  0.4822503 
## Iteration 1 lambda =  0.6085089 
## Iteration 2 lambda =  0.5693598 
## Iteration 3 lambda =  0.5654449 
## Iteration 4 lambda =  0.5650534 
## Iteration 5 lambda =  0.5650142 
## Iteration 6 lambda =  0.5650103 
## Iteration 7 lambda =  0.5650099 
## Iteration 8 lambda =  0.5650099 
## Iteration 1 lambda =  0.5598448 
## Iteration 2 lambda =  0.5158293 
## Iteration 3 lambda =  0.5114277 
## Iteration 4 lambda =  0.5109875 
## Iteration 5 lambda =  0.5109435 
## Iteration 6 lambda =  0.5109391 
## Iteration 7 lambda =  0.5109387 
## Iteration 8 lambda =  0.5109386 
## Iteration 1 lambda =  0.62903 
## Iteration 2 lambda =  0.591933 
## Iteration 3 lambda =  0.5882233 
## Iteration 4 lambda =  0.5878523 
## Iteration 5 lambda =  0.5878152 
## Iteration 6 lambda =  0.5878115 
## Iteration 7 lambda =  0.5878111 
## Iteration 8 lambda =  0.5878111 
## Iteration 1 lambda =  0.4275994 
## Iteration 2 lambda =  0.3703593 
## Iteration 3 lambda =  0.3646353 
## Iteration 4 lambda =  0.3640629 
## Iteration 5 lambda =  0.3640057 
## Iteration 6 lambda =  0.364 
## Iteration 7 lambda =  0.3639994 
## Iteration 8 lambda =  0.3639993 
## Iteration 1 lambda =  0.5747148 
## Iteration 2 lambda =  0.5321863 
## Iteration 3 lambda =  0.5279335 
## Iteration 4 lambda =  0.5275082 
## Iteration 5 lambda =  0.5274657 
## Iteration 6 lambda =  0.5274614 
## Iteration 7 lambda =  0.527461 
## Iteration 8 lambda =  0.5274609 
## Iteration 1 lambda =  0.576009 
## Iteration 2 lambda =  0.5336098 
## Iteration 3 lambda =  0.5293699 
## Iteration 4 lambda =  0.5289459 
## Iteration 5 lambda =  0.5289035 
## Iteration 6 lambda =  0.5288993 
## Iteration 7 lambda =  0.5288989 
## Iteration 8 lambda =  0.5288988 
## Iteration 1 lambda =  0.5551229 
## Iteration 2 lambda =  0.5106352 
## Iteration 3 lambda =  0.5061864 
## Iteration 4 lambda =  0.5057415 
## Iteration 5 lambda =  0.505697 
## Iteration 6 lambda =  0.5056926 
## Iteration 7 lambda =  0.5056921 
## Iteration 8 lambda =  0.5056921 
## Iteration 1 lambda =  0.5201654 
## Iteration 2 lambda =  0.472182 
## Iteration 3 lambda =  0.4673836 
## Iteration 4 lambda =  0.4669038 
## Iteration 5 lambda =  0.4668558 
## Iteration 6 lambda =  0.466851 
## Iteration 7 lambda =  0.4668505 
## Iteration 8 lambda =  0.4668505 
## Iteration 1 lambda =  0.5628038 
## Iteration 2 lambda =  0.5190842 
## Iteration 3 lambda =  0.5147122 
## Iteration 4 lambda =  0.514275 
## Iteration 5 lambda =  0.5142313 
## Iteration 6 lambda =  0.5142269 
## Iteration 7 lambda =  0.5142265 
## Iteration 8 lambda =  0.5142264 
## Iteration 1 lambda =  0.5404378 
## Iteration 2 lambda =  0.4944816 
## Iteration 3 lambda =  0.489886 
## Iteration 4 lambda =  0.4894264 
## Iteration 5 lambda =  0.4893805 
## Iteration 6 lambda =  0.4893759 
## Iteration 7 lambda =  0.4893754 
## Iteration 8 lambda =  0.4893754 
## Iteration 1 lambda =  0.5078827 
## Iteration 2 lambda =  0.458671 
## Iteration 3 lambda =  0.4537498 
## Iteration 4 lambda =  0.4532577 
## Iteration 5 lambda =  0.4532085 
## Iteration 6 lambda =  0.4532036 
## Iteration 7 lambda =  0.4532031 
## Iteration 8 lambda =  0.453203 
## Iteration 1 lambda =  0.554834 
## Iteration 2 lambda =  0.5103174 
## Iteration 3 lambda =  0.5058658 
## Iteration 4 lambda =  0.5054206 
## Iteration 5 lambda =  0.5053761 
## Iteration 6 lambda =  0.5053716 
## Iteration 7 lambda =  0.5053712 
## Iteration 8 lambda =  0.5053711 
## Iteration 1 lambda =  0.5100787 
## Iteration 2 lambda =  0.4610866 
## Iteration 3 lambda =  0.4561874 
## Iteration 4 lambda =  0.4556974 
## Iteration 5 lambda =  0.4556484 
## Iteration 6 lambda =  0.4556435 
## Iteration 7 lambda =  0.4556431 
## Iteration 8 lambda =  0.455643 
## Iteration 1 lambda =  0.5644843 
## Iteration 2 lambda =  0.5209328 
## Iteration 3 lambda =  0.5165776 
## Iteration 4 lambda =  0.5161421 
## Iteration 5 lambda =  0.5160985 
## Iteration 6 lambda =  0.5160942 
## Iteration 7 lambda =  0.5160938 
## Iteration 8 lambda =  0.5160937 
## Iteration 1 lambda =  0.5098146 
## Iteration 2 lambda =  0.4607961 
## Iteration 3 lambda =  0.4558942 
## Iteration 4 lambda =  0.455404 
## Iteration 5 lambda =  0.455355 
## Iteration 6 lambda =  0.4553501 
## Iteration 7 lambda =  0.4553496 
## Iteration 8 lambda =  0.4553496 
## Iteration 1 lambda =  0.5257022 
## Iteration 2 lambda =  0.4782724 
## Iteration 3 lambda =  0.4735294 
## Iteration 4 lambda =  0.4730551 
## Iteration 5 lambda =  0.4730077 
## Iteration 6 lambda =  0.4730029 
## Iteration 7 lambda =  0.4730025 
## Iteration 8 lambda =  0.4730024 
## Iteration 1 lambda =  0.5902736 
## Iteration 2 lambda =  0.5493009 
## Iteration 3 lambda =  0.5452037 
## Iteration 4 lambda =  0.5447939 
## Iteration 5 lambda =  0.544753 
## Iteration 6 lambda =  0.5447489 
## Iteration 7 lambda =  0.5447485 
## Iteration 8 lambda =  0.5447484 
## Iteration 1 lambda =  0.5827502 
## Iteration 2 lambda =  0.5410253 
## Iteration 3 lambda =  0.5368528 
## Iteration 4 lambda =  0.5364355 
## Iteration 5 lambda =  0.5363938 
## Iteration 6 lambda =  0.5363896 
## Iteration 7 lambda =  0.5363892 
## Iteration 8 lambda =  0.5363892 
## Iteration 1 lambda =  0.5417745 
## Iteration 2 lambda =  0.495952 
## Iteration 3 lambda =  0.4913697 
## Iteration 4 lambda =  0.4909115 
## Iteration 5 lambda =  0.4908657 
## Iteration 6 lambda =  0.4908611 
## Iteration 7 lambda =  0.4908606 
## Iteration 8 lambda =  0.4908606 
## Iteration 1 lambda =  0.5541391 
## Iteration 2 lambda =  0.509553 
## Iteration 3 lambda =  0.5050944 
## Iteration 4 lambda =  0.5046485 
## Iteration 5 lambda =  0.504604 
## Iteration 6 lambda =  0.5045995 
## Iteration 7 lambda =  0.5045991 
## Iteration 8 lambda =  0.504599 
## Iteration 1 lambda =  0.5197743 
## Iteration 2 lambda =  0.4717518 
## Iteration 3 lambda =  0.4669495 
## Iteration 4 lambda =  0.4664693 
## Iteration 5 lambda =  0.4664213 
## Iteration 6 lambda =  0.4664165 
## Iteration 7 lambda =  0.466416 
## Iteration 8 lambda =  0.4664159 
## Iteration 1 lambda =  0.5910251 
## Iteration 2 lambda =  0.5501276 
## Iteration 3 lambda =  0.5460379 
## Iteration 4 lambda =  0.5456289 
## Iteration 5 lambda =  0.545588 
## Iteration 6 lambda =  0.5455839 
## Iteration 7 lambda =  0.5455835 
## Iteration 8 lambda =  0.5455835 
## Iteration 1 lambda =  0.5445366 
## Iteration 2 lambda =  0.4989903 
## Iteration 3 lambda =  0.4944357 
## Iteration 4 lambda =  0.4939802 
## Iteration 5 lambda =  0.4939346 
## Iteration 6 lambda =  0.4939301 
## Iteration 7 lambda =  0.4939296 
## Iteration 8 lambda =  0.4939296 
## Iteration 1 lambda =  0.5659097 
## Iteration 2 lambda =  0.5225007 
## Iteration 3 lambda =  0.5181598 
## Iteration 4 lambda =  0.5177257 
## Iteration 5 lambda =  0.5176823 
## Iteration 6 lambda =  0.517678 
## Iteration 7 lambda =  0.5176775 
## Iteration 8 lambda =  0.5176775 
## Iteration 1 lambda =  0.5302018 
## Iteration 2 lambda =  0.483222 
## Iteration 3 lambda =  0.478524 
## Iteration 4 lambda =  0.4780542 
## Iteration 5 lambda =  0.4780072 
## Iteration 6 lambda =  0.4780025 
## Iteration 7 lambda =  0.478002 
## Iteration 8 lambda =  0.478002 
## Iteration 1 lambda =  0.5655865 
## Iteration 2 lambda =  0.5221451 
## Iteration 3 lambda =  0.517801 
## Iteration 4 lambda =  0.5173666 
## Iteration 5 lambda =  0.5173231 
## Iteration 6 lambda =  0.5173188 
## Iteration 7 lambda =  0.5173183 
## Iteration 8 lambda =  0.5173183 
## Iteration 1 lambda =  0.551552 
## Iteration 2 lambda =  0.5067072 
## Iteration 3 lambda =  0.5022227 
## Iteration 4 lambda =  0.5017743 
## Iteration 5 lambda =  0.5017294 
## Iteration 6 lambda =  0.501725 
## Iteration 7 lambda =  0.5017245 
## Iteration 8 lambda =  0.5017245 
## Iteration 1 lambda =  0.4677529 
## Iteration 2 lambda =  0.4145282 
## Iteration 3 lambda =  0.4092057 
## Iteration 4 lambda =  0.4086735 
## Iteration 5 lambda =  0.4086203 
## Iteration 6 lambda =  0.4086149 
## Iteration 7 lambda =  0.4086144 
## Iteration 8 lambda =  0.4086143 
## Iteration 1 lambda =  0.535099 
## Iteration 2 lambda =  0.4886089 
## Iteration 3 lambda =  0.4839599 
## Iteration 4 lambda =  0.483495 
## Iteration 5 lambda =  0.4834485 
## Iteration 6 lambda =  0.4834439 
## Iteration 7 lambda =  0.4834434 
## Iteration 8 lambda =  0.4834433 
## Iteration 1 lambda =  0.5704063 
## Iteration 2 lambda =  0.5274469 
## Iteration 3 lambda =  0.523151 
## Iteration 4 lambda =  0.5227214 
## Iteration 5 lambda =  0.5226784 
## Iteration 6 lambda =  0.5226741 
## Iteration 7 lambda =  0.5226737 
## Iteration 8 lambda =  0.5226736 
## Iteration 1 lambda =  0.4868216 
## Iteration 2 lambda =  0.4355038 
## Iteration 3 lambda =  0.430372 
## Iteration 4 lambda =  0.4298588 
## Iteration 5 lambda =  0.4298075 
## Iteration 6 lambda =  0.4298023 
## Iteration 7 lambda =  0.4298018 
## Iteration 8 lambda =  0.4298018 
## Iteration 1 lambda =  0.5119322 
## Iteration 2 lambda =  0.4631254 
## Iteration 3 lambda =  0.4582447 
## Iteration 4 lambda =  0.4577566 
## Iteration 5 lambda =  0.4577078 
## Iteration 6 lambda =  0.457703 
## Iteration 7 lambda =  0.4577025 
## Iteration 8 lambda =  0.4577024 
## Iteration 1 lambda =  0.5456278 
## Iteration 2 lambda =  0.5001906 
## Iteration 3 lambda =  0.4956469 
## Iteration 4 lambda =  0.4951925 
## Iteration 5 lambda =  0.4951471 
## Iteration 6 lambda =  0.4951425 
## Iteration 7 lambda =  0.4951421 
## Iteration 8 lambda =  0.495142 
## Iteration 1 lambda =  0.5353781 
## Iteration 2 lambda =  0.488916 
## Iteration 3 lambda =  0.4842697 
## Iteration 4 lambda =  0.4838051 
## Iteration 5 lambda =  0.4837587 
## Iteration 6 lambda =  0.483754 
## Iteration 7 lambda =  0.4837535 
## Iteration 8 lambda =  0.4837535 
## Iteration 1 lambda =  0.4457468 
## Iteration 2 lambda =  0.3903215 
## Iteration 3 lambda =  0.384779 
## Iteration 4 lambda =  0.3842247 
## Iteration 5 lambda =  0.3841693 
## Iteration 6 lambda =  0.3841638 
## Iteration 7 lambda =  0.3841632 
## Iteration 8 lambda =  0.3841631 
## Iteration 1 lambda =  0.4848391 
## Iteration 2 lambda =  0.433323 
## Iteration 3 lambda =  0.4281714 
## Iteration 4 lambda =  0.4276563 
## Iteration 5 lambda =  0.4276048 
## Iteration 6 lambda =  0.4275996 
## Iteration 7 lambda =  0.4275991 
## Iteration 8 lambda =  0.427599 
## Iteration 1 lambda =  0.5757166 
## Iteration 2 lambda =  0.5332883 
## Iteration 3 lambda =  0.5290454 
## Iteration 4 lambda =  0.5286211 
## Iteration 5 lambda =  0.5285787 
## Iteration 6 lambda =  0.5285745 
## Iteration 7 lambda =  0.528574 
## Iteration 8 lambda =  0.528574 
## Iteration 1 lambda =  0.5572189 
## Iteration 2 lambda =  0.5129408 
## Iteration 3 lambda =  0.508513 
## Iteration 4 lambda =  0.5080702 
## Iteration 5 lambda =  0.5080259 
## Iteration 6 lambda =  0.5080215 
## Iteration 7 lambda =  0.5080211 
## Iteration 8 lambda =  0.508021 
## Iteration 1 lambda =  0.5718008 
## Iteration 2 lambda =  0.5289809 
## Iteration 3 lambda =  0.5246989 
## Iteration 4 lambda =  0.5242707 
## Iteration 5 lambda =  0.5242279 
## Iteration 6 lambda =  0.5242236 
## Iteration 7 lambda =  0.5242231 
## Iteration 8 lambda =  0.5242231 
## Iteration 1 lambda =  0.5087424 
## Iteration 2 lambda =  0.4596167 
## Iteration 3 lambda =  0.4547041 
## Iteration 4 lambda =  0.4542128 
## Iteration 5 lambda =  0.4541637 
## Iteration 6 lambda =  0.4541588 
## Iteration 7 lambda =  0.4541583 
## Iteration 8 lambda =  0.4541583 
## Iteration 1 lambda =  0.5887501 
## Iteration 2 lambda =  0.5476251 
## Iteration 3 lambda =  0.5435126 
## Iteration 4 lambda =  0.5431014 
## Iteration 5 lambda =  0.5430602 
## Iteration 6 lambda =  0.5430561 
## Iteration 7 lambda =  0.5430557 
## Iteration 8 lambda =  0.5430557 
## Iteration 1 lambda =  0.6152198 
## Iteration 2 lambda =  0.5767418 
## Iteration 3 lambda =  0.572894 
## Iteration 4 lambda =  0.5725092 
## Iteration 5 lambda =  0.5724707 
## Iteration 6 lambda =  0.5724669 
## Iteration 7 lambda =  0.5724665 
## Iteration 8 lambda =  0.5724665 
## Iteration 1 lambda =  0.4882956 
## Iteration 2 lambda =  0.4371252 
## Iteration 3 lambda =  0.4320081 
## Iteration 4 lambda =  0.4314964 
## Iteration 5 lambda =  0.4314453 
## Iteration 6 lambda =  0.4314401 
## Iteration 7 lambda =  0.4314396 
## Iteration 8 lambda =  0.4314396 
## Iteration 1 lambda =  0.5194425 
## Iteration 2 lambda =  0.4713867 
## Iteration 3 lambda =  0.4665812 
## Iteration 4 lambda =  0.4661006 
## Iteration 5 lambda =  0.4660526 
## Iteration 6 lambda =  0.4660478 
## Iteration 7 lambda =  0.4660473 
## Iteration 8 lambda =  0.4660472 
## Iteration 1 lambda =  0.5894872 
## Iteration 2 lambda =  0.5484359 
## Iteration 3 lambda =  0.5443307 
## Iteration 4 lambda =  0.5439202 
## Iteration 5 lambda =  0.5438792 
## Iteration 6 lambda =  0.5438751 
## Iteration 7 lambda =  0.5438747 
## Iteration 8 lambda =  0.5438746 
## Iteration 1 lambda =  0.534285 
## Iteration 2 lambda =  0.4877135 
## Iteration 3 lambda =  0.4830564 
## Iteration 4 lambda =  0.4825907 
## Iteration 5 lambda =  0.4825441 
## Iteration 6 lambda =  0.4825394 
## Iteration 7 lambda =  0.482539 
## Iteration 8 lambda =  0.4825389 
## Iteration 1 lambda =  0.550252 
## Iteration 2 lambda =  0.5052772 
## Iteration 3 lambda =  0.5007797 
## Iteration 4 lambda =  0.5003299 
## Iteration 5 lambda =  0.500285 
## Iteration 6 lambda =  0.5002805 
## Iteration 7 lambda =  0.50028 
## Iteration 8 lambda =  0.50028 
## Iteration 1 lambda =  0.5371182 
## Iteration 2 lambda =  0.4908301 
## Iteration 3 lambda =  0.4862012 
## Iteration 4 lambda =  0.4857384 
## Iteration 5 lambda =  0.4856921 
## Iteration 6 lambda =  0.4856874 
## Iteration 7 lambda =  0.485687 
## Iteration 8 lambda =  0.4856869 
## Iteration 1 lambda =  0.5092646 
## Iteration 2 lambda =  0.460191 
## Iteration 3 lambda =  0.4552837 
## Iteration 4 lambda =  0.4547929 
## Iteration 5 lambda =  0.4547439 
## Iteration 6 lambda =  0.454739 
## Iteration 7 lambda =  0.4547385 
## Iteration 8 lambda =  0.4547384 
## Iteration 1 lambda =  0.496883 
## Iteration 2 lambda =  0.4465713 
## Iteration 3 lambda =  0.4415402 
## Iteration 4 lambda =  0.441037 
## Iteration 5 lambda =  0.4409867 
## Iteration 6 lambda =  0.4409817 
## Iteration 7 lambda =  0.4409812 
## Iteration 8 lambda =  0.4409811 
## Iteration 1 lambda =  0.4916507 
## Iteration 2 lambda =  0.4408158 
## Iteration 3 lambda =  0.4357323 
## Iteration 4 lambda =  0.4352239 
## Iteration 5 lambda =  0.4351731 
## Iteration 6 lambda =  0.435168 
## Iteration 7 lambda =  0.4351675 
## Iteration 8 lambda =  0.4351675 
## Iteration 1 lambda =  0.5330028 
## Iteration 2 lambda =  0.486303 
## Iteration 3 lambda =  0.4816331 
## Iteration 4 lambda =  0.4811661 
## Iteration 5 lambda =  0.4811194 
## Iteration 6 lambda =  0.4811147 
## Iteration 7 lambda =  0.4811142 
## Iteration 8 lambda =  0.4811142 
## Iteration 1 lambda =  0.5610407 
## Iteration 2 lambda =  0.5171448 
## Iteration 3 lambda =  0.5127552 
## Iteration 4 lambda =  0.5123162 
## Iteration 5 lambda =  0.5122723 
## Iteration 6 lambda =  0.5122679 
## Iteration 7 lambda =  0.5122675 
## Iteration 8 lambda =  0.5122675 
## Iteration 1 lambda =  0.5805532 
## Iteration 2 lambda =  0.5386086 
## Iteration 3 lambda =  0.5344141 
## Iteration 4 lambda =  0.5339946 
## Iteration 5 lambda =  0.5339527 
## Iteration 6 lambda =  0.5339485 
## Iteration 7 lambda =  0.5339481 
## Iteration 8 lambda =  0.533948 
## Iteration 1 lambda =  0.4903584 
## Iteration 2 lambda =  0.4393942 
## Iteration 3 lambda =  0.4342978 
## Iteration 4 lambda =  0.4337881 
## Iteration 5 lambda =  0.4337372 
## Iteration 6 lambda =  0.4337321 
## Iteration 7 lambda =  0.4337316 
## Iteration 8 lambda =  0.4337315 
## Iteration 1 lambda =  0.5319161 
## Iteration 2 lambda =  0.4851077 
## Iteration 3 lambda =  0.4804269 
## Iteration 4 lambda =  0.4799588 
## Iteration 5 lambda =  0.479912 
## Iteration 6 lambda =  0.4799073 
## Iteration 7 lambda =  0.4799068 
## Iteration 8 lambda =  0.4799068 
## Iteration 1 lambda =  0.5748797 
## Iteration 2 lambda =  0.5323677 
## Iteration 3 lambda =  0.5281165 
## Iteration 4 lambda =  0.5276914 
## Iteration 5 lambda =  0.5276489 
## Iteration 6 lambda =  0.5276446 
## Iteration 7 lambda =  0.5276442 
## Iteration 8 lambda =  0.5276442 
## Iteration 1 lambda =  0.6213186 
## Iteration 2 lambda =  0.5834505 
## Iteration 3 lambda =  0.5796636 
## Iteration 4 lambda =  0.579285 
## Iteration 5 lambda =  0.5792471 
## Iteration 6 lambda =  0.5792433 
## Iteration 7 lambda =  0.5792429 
## Iteration 8 lambda =  0.5792429 
## Iteration 1 lambda =  0.5051974 
## Iteration 2 lambda =  0.4557171 
## Iteration 3 lambda =  0.4507691 
## Iteration 4 lambda =  0.4502743 
## Iteration 5 lambda =  0.4502248 
## Iteration 6 lambda =  0.4502198 
## Iteration 7 lambda =  0.4502193 
## Iteration 8 lambda =  0.4502193 
## Iteration 1 lambda =  0.5583205 
## Iteration 2 lambda =  0.5141525 
## Iteration 3 lambda =  0.5097357 
## Iteration 4 lambda =  0.5092941 
## Iteration 5 lambda =  0.5092499 
## Iteration 6 lambda =  0.5092455 
## Iteration 7 lambda =  0.509245 
## Iteration 8 lambda =  0.509245 
## Iteration 1 lambda =  0.5808918 
## Iteration 2 lambda =  0.538981 
## Iteration 3 lambda =  0.5347899 
## Iteration 4 lambda =  0.5343708 
## Iteration 5 lambda =  0.5343289 
## Iteration 6 lambda =  0.5343247 
## Iteration 7 lambda =  0.5343243 
## Iteration 8 lambda =  0.5343243 
## Iteration 1 lambda =  0.5876184 
## Iteration 2 lambda =  0.5463802 
## Iteration 3 lambda =  0.5422564 
## Iteration 4 lambda =  0.541844 
## Iteration 5 lambda =  0.5418028 
## Iteration 6 lambda =  0.5417987 
## Iteration 7 lambda =  0.5417982 
## Iteration 8 lambda =  0.5417982 
## Iteration 1 lambda =  0.5383008 
## Iteration 2 lambda =  0.4921309 
## Iteration 3 lambda =  0.4875139 
## Iteration 4 lambda =  0.4870522 
## Iteration 5 lambda =  0.487006 
## Iteration 6 lambda =  0.4870014 
## Iteration 7 lambda =  0.487001 
## Iteration 8 lambda =  0.4870009 
## Iteration 1 lambda =  0.5427873 
## Iteration 2 lambda =  0.4970661 
## Iteration 3 lambda =  0.4924939 
## Iteration 4 lambda =  0.4920367 
## Iteration 5 lambda =  0.491991 
## Iteration 6 lambda =  0.4919864 
## Iteration 7 lambda =  0.491986 
## Iteration 8 lambda =  0.4919859 
## Iteration 1 lambda =  0.5567851 
## Iteration 2 lambda =  0.5124636 
## Iteration 3 lambda =  0.5080315 
## Iteration 4 lambda =  0.5075883 
## Iteration 5 lambda =  0.507544 
## Iteration 6 lambda =  0.5075395 
## Iteration 7 lambda =  0.5075391 
## Iteration 8 lambda =  0.507539 
## Iteration 1 lambda =  0.5510526 
## Iteration 2 lambda =  0.5061579 
## Iteration 3 lambda =  0.5016684 
## Iteration 4 lambda =  0.5012195 
## Iteration 5 lambda =  0.5011746 
## Iteration 6 lambda =  0.5011701 
## Iteration 7 lambda =  0.5011697 
## Iteration 8 lambda =  0.5011696 
## Iteration 1 lambda =  0.5400803 
## Iteration 2 lambda =  0.4940883 
## Iteration 3 lambda =  0.4894891 
## Iteration 4 lambda =  0.4890292 
## Iteration 5 lambda =  0.4889832 
## Iteration 6 lambda =  0.4889786 
## Iteration 7 lambda =  0.4889782 
## Iteration 8 lambda =  0.4889781 
## Iteration 1 lambda =  0.5306672 
## Iteration 2 lambda =  0.4837339 
## Iteration 3 lambda =  0.4790406 
## Iteration 4 lambda =  0.4785712 
## Iteration 5 lambda =  0.4785243 
## Iteration 6 lambda =  0.4785196 
## Iteration 7 lambda =  0.4785191 
## Iteration 8 lambda =  0.4785191 
## Iteration 1 lambda =  0.4864203 
## Iteration 2 lambda =  0.4350623 
## Iteration 3 lambda =  0.4299265 
## Iteration 4 lambda =  0.4294129 
## Iteration 5 lambda =  0.4293616 
## Iteration 6 lambda =  0.4293565 
## Iteration 7 lambda =  0.4293559 
## Iteration 8 lambda =  0.4293559 
## Iteration 1 lambda =  0.5338564 
## Iteration 2 lambda =  0.487242 
## Iteration 3 lambda =  0.4825806 
## Iteration 4 lambda =  0.4821144 
## Iteration 5 lambda =  0.4820678 
## Iteration 6 lambda =  0.4820632 
## Iteration 7 lambda =  0.4820627 
## Iteration 8 lambda =  0.4820627 
## Iteration 1 lambda =  0.5076087 
## Iteration 2 lambda =  0.4583696 
## Iteration 3 lambda =  0.4534457 
## Iteration 4 lambda =  0.4529533 
## Iteration 5 lambda =  0.452904 
## Iteration 6 lambda =  0.4528991 
## Iteration 7 lambda =  0.4528986 
## Iteration 8 lambda =  0.4528986 
## Iteration 1 lambda =  0.5555299 
## Iteration 2 lambda =  0.5110828 
## Iteration 3 lambda =  0.5066381 
## Iteration 4 lambda =  0.5061937 
## Iteration 5 lambda =  0.5061492 
## Iteration 6 lambda =  0.5061448 
## Iteration 7 lambda =  0.5061443 
## Iteration 8 lambda =  0.5061443 
## Iteration 1 lambda =  0.5387406 
## Iteration 2 lambda =  0.4926146 
## Iteration 3 lambda =  0.488002 
## Iteration 4 lambda =  0.4875408 
## Iteration 5 lambda =  0.4874947 
## Iteration 6 lambda =  0.48749 
## Iteration 7 lambda =  0.4874896 
## Iteration 8 lambda =  0.4874895 
## Iteration 1 lambda =  0.5129598 
## Iteration 2 lambda =  0.4642557 
## Iteration 3 lambda =  0.4593853 
## Iteration 4 lambda =  0.4588983 
## Iteration 5 lambda =  0.4588496 
## Iteration 6 lambda =  0.4588447 
## Iteration 7 lambda =  0.4588442 
## Iteration 8 lambda =  0.4588442 
## Iteration 1 lambda =  0.5155171 
## Iteration 2 lambda =  0.4670688 
## Iteration 3 lambda =  0.4622239 
## Iteration 4 lambda =  0.4617395 
## Iteration 5 lambda =  0.461691 
## Iteration 6 lambda =  0.4616862 
## Iteration 7 lambda =  0.4616857 
## Iteration 8 lambda =  0.4616856 
## Iteration 1 lambda =  0.5052399 
## Iteration 2 lambda =  0.4557639 
## Iteration 3 lambda =  0.4508163 
## Iteration 4 lambda =  0.4503216 
## Iteration 5 lambda =  0.4502721 
## Iteration 6 lambda =  0.4502671 
## Iteration 7 lambda =  0.4502666 
## Iteration 8 lambda =  0.4502666 
## Iteration 1 lambda =  0.6157235 
## Iteration 2 lambda =  0.5772958 
## Iteration 3 lambda =  0.573453 
## Iteration 4 lambda =  0.5730688 
## Iteration 5 lambda =  0.5730303 
## Iteration 6 lambda =  0.5730265 
## Iteration 7 lambda =  0.5730261 
## Iteration 8 lambda =  0.5730261 
## Iteration 1 lambda =  0.4806224 
## Iteration 2 lambda =  0.4286846 
## Iteration 3 lambda =  0.4234909 
## Iteration 4 lambda =  0.4229715 
## Iteration 5 lambda =  0.4229196 
## Iteration 6 lambda =  0.4229144 
## Iteration 7 lambda =  0.4229138 
## Iteration 8 lambda =  0.4229138 
## Iteration 1 lambda =  0.6197593 
## Iteration 2 lambda =  0.5817352 
## Iteration 3 lambda =  0.5779328 
## Iteration 4 lambda =  0.5775526 
## Iteration 5 lambda =  0.5775146 
## Iteration 6 lambda =  0.5775108 
## Iteration 7 lambda =  0.5775104 
## Iteration 8 lambda =  0.5775103 
## Iteration 1 lambda =  0.5257723 
## Iteration 2 lambda =  0.4783495 
## Iteration 3 lambda =  0.4736072 
## Iteration 4 lambda =  0.473133 
## Iteration 5 lambda =  0.4730856 
## Iteration 6 lambda =  0.4730808 
## Iteration 7 lambda =  0.4730803 
## Iteration 8 lambda =  0.4730803 
## Iteration 1 lambda =  0.4771756 
## Iteration 2 lambda =  0.4248932 
## Iteration 3 lambda =  0.419665 
## Iteration 4 lambda =  0.4191421 
## Iteration 5 lambda =  0.4190899 
## Iteration 6 lambda =  0.4190846 
## Iteration 7 lambda =  0.4190841 
## Iteration 8 lambda =  0.419084 
## Iteration 1 lambda =  0.5646077 
## Iteration 2 lambda =  0.5210684 
## Iteration 3 lambda =  0.5167145 
## Iteration 4 lambda =  0.5162791 
## Iteration 5 lambda =  0.5162356 
## Iteration 6 lambda =  0.5162312 
## Iteration 7 lambda =  0.5162308 
## Iteration 8 lambda =  0.5162308 
## Iteration 1 lambda =  0.5938623 
## Iteration 2 lambda =  0.5532485 
## Iteration 3 lambda =  0.5491871 
## Iteration 4 lambda =  0.548781 
## Iteration 5 lambda =  0.5487404 
## Iteration 6 lambda =  0.5487363 
## Iteration 7 lambda =  0.5487359 
## Iteration 8 lambda =  0.5487359 
## Iteration 1 lambda =  0.592706 
## Iteration 2 lambda =  0.5519766 
## Iteration 3 lambda =  0.5479037 
## Iteration 4 lambda =  0.5474964 
## Iteration 5 lambda =  0.5474557 
## Iteration 6 lambda =  0.5474516 
## Iteration 7 lambda =  0.5474512 
## Iteration 8 lambda =  0.5474511 
## Iteration 1 lambda =  0.5604566 
## Iteration 2 lambda =  0.5165022 
## Iteration 3 lambda =  0.5121068 
## Iteration 4 lambda =  0.5116672 
## Iteration 5 lambda =  0.5116233 
## Iteration 6 lambda =  0.5116189 
## Iteration 7 lambda =  0.5116185 
## Iteration 8 lambda =  0.5116184 
## Iteration 1 lambda =  0.6019161 
## Iteration 2 lambda =  0.5621077 
## Iteration 3 lambda =  0.5581269 
## Iteration 4 lambda =  0.5577288 
## Iteration 5 lambda =  0.557689 
## Iteration 6 lambda =  0.557685 
## Iteration 7 lambda =  0.5576846 
## Iteration 8 lambda =  0.5576846 
## Iteration 1 lambda =  0.5910226 
## Iteration 2 lambda =  0.5501248 
## Iteration 3 lambda =  0.5460351 
## Iteration 4 lambda =  0.5456261 
## Iteration 5 lambda =  0.5455852 
## Iteration 6 lambda =  0.5455811 
## Iteration 7 lambda =  0.5455807 
## Iteration 8 lambda =  0.5455807 
## Iteration 1 lambda =  0.5323167 
## Iteration 2 lambda =  0.4855483 
## Iteration 3 lambda =  0.4808715 
## Iteration 4 lambda =  0.4804038 
## Iteration 5 lambda =  0.480357 
## Iteration 6 lambda =  0.4803524 
## Iteration 7 lambda =  0.4803519 
## Iteration 8 lambda =  0.4803519 
## Iteration 1 lambda =  0.5898648 
## Iteration 2 lambda =  0.5488513 
## Iteration 3 lambda =  0.5447499 
## Iteration 4 lambda =  0.5443398 
## Iteration 5 lambda =  0.5442988 
## Iteration 6 lambda =  0.5442947 
## Iteration 7 lambda =  0.5442943 
## Iteration 8 lambda =  0.5442942 
## Iteration 1 lambda =  0.6548987 
## Iteration 2 lambda =  0.6203886 
## Iteration 3 lambda =  0.6169376 
## Iteration 4 lambda =  0.6165925 
## Iteration 5 lambda =  0.616558 
## Iteration 6 lambda =  0.6165545 
## Iteration 7 lambda =  0.6165542 
## Iteration 8 lambda =  0.6165541 
## Iteration 1 lambda =  0.535178 
## Iteration 2 lambda =  0.4886958 
## Iteration 3 lambda =  0.4840476 
## Iteration 4 lambda =  0.4835828 
## Iteration 5 lambda =  0.4835363 
## Iteration 6 lambda =  0.4835316 
## Iteration 7 lambda =  0.4835312 
## Iteration 8 lambda =  0.4835311 
## Iteration 1 lambda =  0.5325057 
## Iteration 2 lambda =  0.4857562 
## Iteration 3 lambda =  0.4810813 
## Iteration 4 lambda =  0.4806138 
## Iteration 5 lambda =  0.4805671 
## Iteration 6 lambda =  0.4805624 
## Iteration 7 lambda =  0.4805619 
## Iteration 8 lambda =  0.4805619 
## Iteration 1 lambda =  0.5553371 
## Iteration 2 lambda =  0.5108708 
## Iteration 3 lambda =  0.5064241 
## Iteration 4 lambda =  0.5059795 
## Iteration 5 lambda =  0.505935 
## Iteration 6 lambda =  0.5059306 
## Iteration 7 lambda =  0.5059301 
## Iteration 8 lambda =  0.5059301 
## Iteration 1 lambda =  0.4931019 
## Iteration 2 lambda =  0.4424121 
## Iteration 3 lambda =  0.4373432 
## Iteration 4 lambda =  0.4368363 
## Iteration 5 lambda =  0.4367856 
## Iteration 6 lambda =  0.4367805 
## Iteration 7 lambda =  0.43678 
## Iteration 8 lambda =  0.4367799 
## Iteration 1 lambda =  0.5280464 
## Iteration 2 lambda =  0.4808511 
## Iteration 3 lambda =  0.4761316 
## Iteration 4 lambda =  0.4756596 
## Iteration 5 lambda =  0.4756124 
## Iteration 6 lambda =  0.4756077 
## Iteration 7 lambda =  0.4756072 
## Iteration 8 lambda =  0.4756072 
## Iteration 1 lambda =  0.4950636 
## Iteration 2 lambda =  0.44457 
## Iteration 3 lambda =  0.4395206 
## Iteration 4 lambda =  0.4390157 
## Iteration 5 lambda =  0.4389652 
## Iteration 6 lambda =  0.4389601 
## Iteration 7 lambda =  0.4389596 
## Iteration 8 lambda =  0.4389596 
## Iteration 1 lambda =  0.4212433 
## Iteration 2 lambda =  0.3633676 
## Iteration 3 lambda =  0.3575801 
## Iteration 4 lambda =  0.3570013 
## Iteration 5 lambda =  0.3569434 
## Iteration 6 lambda =  0.3569377 
## Iteration 7 lambda =  0.3569371 
## Iteration 8 lambda =  0.356937 
## Iteration 1 lambda =  0.5393337 
## Iteration 2 lambda =  0.4932671 
## Iteration 3 lambda =  0.4886604 
## Iteration 4 lambda =  0.4881997 
## Iteration 5 lambda =  0.4881537 
## Iteration 6 lambda =  0.4881491 
## Iteration 7 lambda =  0.4881486 
## Iteration 8 lambda =  0.4881486 
## Iteration 1 lambda =  0.5537964 
## Iteration 2 lambda =  0.5091761 
## Iteration 3 lambda =  0.5047141 
## Iteration 4 lambda =  0.5042678 
## Iteration 5 lambda =  0.5042232 
## Iteration 6 lambda =  0.5042188 
## Iteration 7 lambda =  0.5042183 
## Iteration 8 lambda =  0.5042183 
## Iteration 1 lambda =  0.568312 
## Iteration 2 lambda =  0.5251432 
## Iteration 3 lambda =  0.5208263 
## Iteration 4 lambda =  0.5203946 
## Iteration 5 lambda =  0.5203515 
## Iteration 6 lambda =  0.5203472 
## Iteration 7 lambda =  0.5203467 
## Iteration 8 lambda =  0.5203467 
## Iteration 1 lambda =  0.6316389 
## Iteration 2 lambda =  0.5948028 
## Iteration 3 lambda =  0.5911192 
## Iteration 4 lambda =  0.5907508 
## Iteration 5 lambda =  0.590714 
## Iteration 6 lambda =  0.5907103 
## Iteration 7 lambda =  0.5907099 
## Iteration 8 lambda =  0.5907099 
## Iteration 1 lambda =  0.4927521 
## Iteration 2 lambda =  0.4420273 
## Iteration 3 lambda =  0.4369549 
## Iteration 4 lambda =  0.4364476 
## Iteration 5 lambda =  0.4363969 
## Iteration 6 lambda =  0.4363918 
## Iteration 7 lambda =  0.4363913 
## Iteration 8 lambda =  0.4363913 
## Iteration 1 lambda =  0.5451698 
## Iteration 2 lambda =  0.4996868 
## Iteration 3 lambda =  0.4951385 
## Iteration 4 lambda =  0.4946837 
## Iteration 5 lambda =  0.4946382 
## Iteration 6 lambda =  0.4946337 
## Iteration 7 lambda =  0.4946332 
## Iteration 8 lambda =  0.4946332 
## Iteration 1 lambda =  0.5378586 
## Iteration 2 lambda =  0.4916445 
## Iteration 3 lambda =  0.4870231 
## Iteration 4 lambda =  0.4865609 
## Iteration 5 lambda =  0.4865147 
## Iteration 6 lambda =  0.4865101 
## Iteration 7 lambda =  0.4865096 
## Iteration 8 lambda =  0.4865096 
## Iteration 1 lambda =  0.5479286 
## Iteration 2 lambda =  0.5027215 
## Iteration 3 lambda =  0.4982008 
## Iteration 4 lambda =  0.4977487 
## Iteration 5 lambda =  0.4977035 
## Iteration 6 lambda =  0.497699 
## Iteration 7 lambda =  0.4976985 
## Iteration 8 lambda =  0.4976985 
## Iteration 1 lambda =  0.6027864 
## Iteration 2 lambda =  0.5630651 
## Iteration 3 lambda =  0.5590929 
## Iteration 4 lambda =  0.5586957 
## Iteration 5 lambda =  0.558656 
## Iteration 6 lambda =  0.558652 
## Iteration 7 lambda =  0.5586516 
## Iteration 8 lambda =  0.5586516 
## Iteration 1 lambda =  0.5795328 
## Iteration 2 lambda =  0.5374861 
## Iteration 3 lambda =  0.5332814 
## Iteration 4 lambda =  0.532861 
## Iteration 5 lambda =  0.5328189 
## Iteration 6 lambda =  0.5328147 
## Iteration 7 lambda =  0.5328143 
## Iteration 8 lambda =  0.5328142 
## Iteration 1 lambda =  0.5204216 
## Iteration 2 lambda =  0.4724638 
## Iteration 3 lambda =  0.467668 
## Iteration 4 lambda =  0.4671884 
## Iteration 5 lambda =  0.4671405 
## Iteration 6 lambda =  0.4671357 
## Iteration 7 lambda =  0.4671352 
## Iteration 8 lambda =  0.4671351 
## Iteration 1 lambda =  0.5760685 
## Iteration 2 lambda =  0.5336753 
## Iteration 3 lambda =  0.529436 
## Iteration 4 lambda =  0.5290121 
## Iteration 5 lambda =  0.5289697 
## Iteration 6 lambda =  0.5289654 
## Iteration 7 lambda =  0.528965 
## Iteration 8 lambda =  0.528965 
## Iteration 1 lambda =  0.557587 
## Iteration 2 lambda =  0.5133457 
## Iteration 3 lambda =  0.5089216 
## Iteration 4 lambda =  0.5084791 
## Iteration 5 lambda =  0.5084349 
## Iteration 6 lambda =  0.5084305 
## Iteration 7 lambda =  0.50843 
## Iteration 8 lambda =  0.50843 
## Iteration 1 lambda =  0.5176702 
## Iteration 2 lambda =  0.4694372 
## Iteration 3 lambda =  0.4646139 
## Iteration 4 lambda =  0.4641316 
## Iteration 5 lambda =  0.4640834 
## Iteration 6 lambda =  0.4640785 
## Iteration 7 lambda =  0.4640781 
## Iteration 8 lambda =  0.464078 
## Iteration 1 lambda =  0.5142697 
## Iteration 2 lambda =  0.4656966 
## Iteration 3 lambda =  0.4608393 
## Iteration 4 lambda =  0.4603536 
## Iteration 5 lambda =  0.460305 
## Iteration 6 lambda =  0.4603002 
## Iteration 7 lambda =  0.4602997 
## Iteration 8 lambda =  0.4602996 
## Iteration 1 lambda =  0.5197157 
## Iteration 2 lambda =  0.4716873 
## Iteration 3 lambda =  0.4668844 
## Iteration 4 lambda =  0.4664041 
## Iteration 5 lambda =  0.4663561 
## Iteration 6 lambda =  0.4663513 
## Iteration 7 lambda =  0.4663508 
## Iteration 8 lambda =  0.4663508 
## Iteration 1 lambda =  0.589901 
## Iteration 2 lambda =  0.5488912 
## Iteration 3 lambda =  0.5447902 
## Iteration 4 lambda =  0.5443801 
## Iteration 5 lambda =  0.5443391 
## Iteration 6 lambda =  0.544335 
## Iteration 7 lambda =  0.5443345 
## Iteration 8 lambda =  0.5443345 
## Iteration 1 lambda =  0.5242253 
## Iteration 2 lambda =  0.4766479 
## Iteration 3 lambda =  0.4718901 
## Iteration 4 lambda =  0.4714144 
## Iteration 5 lambda =  0.4713668 
## Iteration 6 lambda =  0.471362 
## Iteration 7 lambda =  0.4713615 
## Iteration 8 lambda =  0.4713615 
## Iteration 1 lambda =  0.5954783 
## Iteration 2 lambda =  0.5550261 
## Iteration 3 lambda =  0.5509809 
## Iteration 4 lambda =  0.5505764 
## Iteration 5 lambda =  0.5505359 
## Iteration 6 lambda =  0.5505319 
## Iteration 7 lambda =  0.5505315 
## Iteration 8 lambda =  0.5505315 
## Iteration 1 lambda =  0.506943 
## Iteration 2 lambda =  0.4576373 
## Iteration 3 lambda =  0.4527067 
## Iteration 4 lambda =  0.4522137 
## Iteration 5 lambda =  0.4521644 
## Iteration 6 lambda =  0.4521594 
## Iteration 7 lambda =  0.4521589 
## Iteration 8 lambda =  0.4521589 
## Iteration 1 lambda =  0.5587545 
## Iteration 2 lambda =  0.5146299 
## Iteration 3 lambda =  0.5102175 
## Iteration 4 lambda =  0.5097762 
## Iteration 5 lambda =  0.5097321 
## Iteration 6 lambda =  0.5097277 
## Iteration 7 lambda =  0.5097272 
## Iteration 8 lambda =  0.5097272 
## Iteration 1 lambda =  0.5563975 
## Iteration 2 lambda =  0.5120372 
## Iteration 3 lambda =  0.5076012 
## Iteration 4 lambda =  0.5071576 
## Iteration 5 lambda =  0.5071133 
## Iteration 6 lambda =  0.5071088 
## Iteration 7 lambda =  0.5071084 
## Iteration 8 lambda =  0.5071083 
## Iteration 1 lambda =  0.5199592 
## Iteration 2 lambda =  0.4719551 
## Iteration 3 lambda =  0.4671547 
## Iteration 4 lambda =  0.4666747 
## Iteration 5 lambda =  0.4666266 
## Iteration 6 lambda =  0.4666218 
## Iteration 7 lambda =  0.4666214 
## Iteration 8 lambda =  0.4666213 
## Iteration 1 lambda =  0.5696923 
## Iteration 2 lambda =  0.5266615 
## Iteration 3 lambda =  0.5223585 
## Iteration 4 lambda =  0.5219282 
## Iteration 5 lambda =  0.5218851 
## Iteration 6 lambda =  0.5218808 
## Iteration 7 lambda =  0.5218804 
## Iteration 8 lambda =  0.5218804 
## Iteration 1 lambda =  0.5473172 
## Iteration 2 lambda =  0.502049 
## Iteration 3 lambda =  0.4975221 
## Iteration 4 lambda =  0.4970694 
## Iteration 5 lambda =  0.4970242 
## Iteration 6 lambda =  0.4970196 
## Iteration 7 lambda =  0.4970192 
## Iteration 8 lambda =  0.4970192 
## Iteration 1 lambda =  0.5800849 
## Iteration 2 lambda =  0.5380934 
## Iteration 3 lambda =  0.5338943 
## Iteration 4 lambda =  0.5334743 
## Iteration 5 lambda =  0.5334323 
## Iteration 6 lambda =  0.5334282 
## Iteration 7 lambda =  0.5334277 
## Iteration 8 lambda =  0.5334277 
## Iteration 1 lambda =  0.5342883 
## Iteration 2 lambda =  0.4877171 
## Iteration 3 lambda =  0.48306 
## Iteration 4 lambda =  0.4825943 
## Iteration 5 lambda =  0.4825477 
## Iteration 6 lambda =  0.482543 
## Iteration 7 lambda =  0.4825426 
## Iteration 8 lambda =  0.4825425 
## Iteration 1 lambda =  0.559169 
## Iteration 2 lambda =  0.5150859 
## Iteration 3 lambda =  0.5106776 
## Iteration 4 lambda =  0.5102368 
## Iteration 5 lambda =  0.5101927 
## Iteration 6 lambda =  0.5101883 
## Iteration 7 lambda =  0.5101878 
## Iteration 8 lambda =  0.5101878 
## Iteration 1 lambda =  0.5752526 
## Iteration 2 lambda =  0.5327779 
## Iteration 3 lambda =  0.5285304 
## Iteration 4 lambda =  0.5281057 
## Iteration 5 lambda =  0.5280632 
## Iteration 6 lambda =  0.5280589 
## Iteration 7 lambda =  0.5280585 
## Iteration 8 lambda =  0.5280585 
## Iteration 1 lambda =  0.4896343 
## Iteration 2 lambda =  0.4385977 
## Iteration 3 lambda =  0.4334941 
## Iteration 4 lambda =  0.4329837 
## Iteration 5 lambda =  0.4329327 
## Iteration 6 lambda =  0.4329276 
## Iteration 7 lambda =  0.4329271 
## Iteration 8 lambda =  0.432927 
## Iteration 1 lambda =  0.5300758 
## Iteration 2 lambda =  0.4830833 
## Iteration 3 lambda =  0.4783841 
## Iteration 4 lambda =  0.4779142 
## Iteration 5 lambda =  0.4778672 
## Iteration 6 lambda =  0.4778625 
## Iteration 7 lambda =  0.477862 
## Iteration 8 lambda =  0.477862 
## Iteration 1 lambda =  0.4967264 
## Iteration 2 lambda =  0.446399 
## Iteration 3 lambda =  0.4413663 
## Iteration 4 lambda =  0.440863 
## Iteration 5 lambda =  0.4408127 
## Iteration 6 lambda =  0.4408076 
## Iteration 7 lambda =  0.4408071 
## Iteration 8 lambda =  0.4408071 
## Iteration 1 lambda =  0.4784452 
## Iteration 2 lambda =  0.4262898 
## Iteration 3 lambda =  0.4210742 
## Iteration 4 lambda =  0.4205527 
## Iteration 5 lambda =  0.4205005 
## Iteration 6 lambda =  0.4204953 
## Iteration 7 lambda =  0.4204948 
## Iteration 8 lambda =  0.4204947 
## Iteration 1 lambda =  0.5887237 
## Iteration 2 lambda =  0.547596 
## Iteration 3 lambda =  0.5434833 
## Iteration 4 lambda =  0.543072 
## Iteration 5 lambda =  0.5430309 
## Iteration 6 lambda =  0.5430268 
## Iteration 7 lambda =  0.5430264 
## Iteration 8 lambda =  0.5430263 
## Iteration 1 lambda =  0.5818949 
## Iteration 2 lambda =  0.5400844 
## Iteration 3 lambda =  0.5359033 
## Iteration 4 lambda =  0.5354852 
## Iteration 5 lambda =  0.5354434 
## Iteration 6 lambda =  0.5354392 
## Iteration 7 lambda =  0.5354388 
## Iteration 8 lambda =  0.5354388 
## Iteration 1 lambda =  0.5378403 
## Iteration 2 lambda =  0.4916243 
## Iteration 3 lambda =  0.4870027 
## Iteration 4 lambda =  0.4865406 
## Iteration 5 lambda =  0.4864944 
## Iteration 6 lambda =  0.4864897 
## Iteration 7 lambda =  0.4864893 
## Iteration 8 lambda =  0.4864892 
## Iteration 1 lambda =  0.5848915 
## Iteration 2 lambda =  0.5433807 
## Iteration 3 lambda =  0.5392296 
## Iteration 4 lambda =  0.5388145 
## Iteration 5 lambda =  0.538773 
## Iteration 6 lambda =  0.5387688 
## Iteration 7 lambda =  0.5387684 
## Iteration 8 lambda =  0.5387684 
## Iteration 1 lambda =  0.5134666 
## Iteration 2 lambda =  0.4648133 
## Iteration 3 lambda =  0.4599479 
## Iteration 4 lambda =  0.4594614 
## Iteration 5 lambda =  0.4594128 
## Iteration 6 lambda =  0.4594079 
## Iteration 7 lambda =  0.4594074 
## Iteration 8 lambda =  0.4594074 
## Iteration 1 lambda =  0.5938248 
## Iteration 2 lambda =  0.5532073 
## Iteration 3 lambda =  0.5491456 
## Iteration 4 lambda =  0.5487394 
## Iteration 5 lambda =  0.5486988 
## Iteration 6 lambda =  0.5486947 
## Iteration 7 lambda =  0.5486943 
## Iteration 8 lambda =  0.5486943 
## Iteration 1 lambda =  0.502205 
## Iteration 2 lambda =  0.4524254 
## Iteration 3 lambda =  0.4474475 
## Iteration 4 lambda =  0.4469497 
## Iteration 5 lambda =  0.4468999 
## Iteration 6 lambda =  0.4468949 
## Iteration 7 lambda =  0.4468944 
## Iteration 8 lambda =  0.4468944 
## Iteration 1 lambda =  0.4996907 
## Iteration 2 lambda =  0.4496598 
## Iteration 3 lambda =  0.4446567 
## Iteration 4 lambda =  0.4441564 
## Iteration 5 lambda =  0.4441064 
## Iteration 6 lambda =  0.4441014 
## Iteration 7 lambda =  0.4441009 
## Iteration 8 lambda =  0.4441008 
## Iteration 1 lambda =  0.5851684 
## Iteration 2 lambda =  0.5436852 
## Iteration 3 lambda =  0.5395369 
## Iteration 4 lambda =  0.539122 
## Iteration 5 lambda =  0.5390806 
## Iteration 6 lambda =  0.5390764 
## Iteration 7 lambda =  0.539076 
## Iteration 8 lambda =  0.539076 
## Iteration 1 lambda =  0.5465148 
## Iteration 2 lambda =  0.5011663 
## Iteration 3 lambda =  0.4966314 
## Iteration 4 lambda =  0.496178 
## Iteration 5 lambda =  0.4961326 
## Iteration 6 lambda =  0.4961281 
## Iteration 7 lambda =  0.4961276 
## Iteration 8 lambda =  0.4961276 
## Iteration 1 lambda =  0.4696489 
## Iteration 2 lambda =  0.4166138 
## Iteration 3 lambda =  0.4113103 
## Iteration 4 lambda =  0.4107799 
## Iteration 5 lambda =  0.4107269 
## Iteration 6 lambda =  0.4107216 
## Iteration 7 lambda =  0.4107211 
## Iteration 8 lambda =  0.410721 
## Iteration 1 lambda =  0.5435654 
## Iteration 2 lambda =  0.4979219 
## Iteration 3 lambda =  0.4933575 
## Iteration 4 lambda =  0.4929011 
## Iteration 5 lambda =  0.4928555 
## Iteration 6 lambda =  0.4928509 
## Iteration 7 lambda =  0.4928504 
## Iteration 8 lambda =  0.4928504 
## Iteration 1 lambda =  0.5381766 
## Iteration 2 lambda =  0.4919943 
## Iteration 3 lambda =  0.487376 
## Iteration 4 lambda =  0.4869142 
## Iteration 5 lambda =  0.486868 
## Iteration 6 lambda =  0.4868634 
## Iteration 7 lambda =  0.486863 
## Iteration 8 lambda =  0.4868629 
## Iteration 1 lambda =  0.6219625 
## Iteration 2 lambda =  0.5841587 
## Iteration 3 lambda =  0.5803784 
## Iteration 4 lambda =  0.5800003 
## Iteration 5 lambda =  0.5799625 
## Iteration 6 lambda =  0.5799587 
## Iteration 7 lambda =  0.5799584 
## Iteration 8 lambda =  0.5799583 
## Iteration 1 lambda =  0.5526535 
## Iteration 2 lambda =  0.5079189 
## Iteration 3 lambda =  0.5034454 
## Iteration 4 lambda =  0.5029981 
## Iteration 5 lambda =  0.5029533 
## Iteration 6 lambda =  0.5029489 
## Iteration 7 lambda =  0.5029484 
## Iteration 8 lambda =  0.5029484 
## Iteration 1 lambda =  0.5274596 
## Iteration 2 lambda =  0.4802055 
## Iteration 3 lambda =  0.4754801 
## Iteration 4 lambda =  0.4750076 
## Iteration 5 lambda =  0.4749603 
## Iteration 6 lambda =  0.4749556 
## Iteration 7 lambda =  0.4749551 
## Iteration 8 lambda =  0.4749551 
## Iteration 1 lambda =  0.5014928 
## Iteration 2 lambda =  0.451642 
## Iteration 3 lambda =  0.446657 
## Iteration 4 lambda =  0.4461585 
## Iteration 5 lambda =  0.4461086 
## Iteration 6 lambda =  0.4461036 
## Iteration 7 lambda =  0.4461031 
## Iteration 8 lambda =  0.4461031 
## Iteration 1 lambda =  0.5332978 
## Iteration 2 lambda =  0.4866276 
## Iteration 3 lambda =  0.4819606 
## Iteration 4 lambda =  0.4814939 
## Iteration 5 lambda =  0.4814472 
## Iteration 6 lambda =  0.4814426 
## Iteration 7 lambda =  0.4814421 
## Iteration 8 lambda =  0.4814421 
## Iteration 1 lambda =  0.6146868 
## Iteration 2 lambda =  0.5761555 
## Iteration 3 lambda =  0.5723023 
## Iteration 4 lambda =  0.571917 
## Iteration 5 lambda =  0.5718785 
## Iteration 6 lambda =  0.5718746 
## Iteration 7 lambda =  0.5718743 
## Iteration 8 lambda =  0.5718742 
## Iteration 1 lambda =  0.4648757 
## Iteration 2 lambda =  0.4113632 
## Iteration 3 lambda =  0.406012 
## Iteration 4 lambda =  0.4054769 
## Iteration 5 lambda =  0.4054233 
## Iteration 6 lambda =  0.405418 
## Iteration 7 lambda =  0.4054175 
## Iteration 8 lambda =  0.4054174 
## Iteration 1 lambda =  0.5364271 
## Iteration 2 lambda =  0.4900698 
## Iteration 3 lambda =  0.485434 
## Iteration 4 lambda =  0.4849705 
## Iteration 5 lambda =  0.4849241 
## Iteration 6 lambda =  0.4849195 
## Iteration 7 lambda =  0.484919 
## Iteration 8 lambda =  0.484919 
## Iteration 1 lambda =  0.5742235 
## Iteration 2 lambda =  0.5316459 
## Iteration 3 lambda =  0.5273881 
## Iteration 4 lambda =  0.5269623 
## Iteration 5 lambda =  0.5269197 
## Iteration 6 lambda =  0.5269155 
## Iteration 7 lambda =  0.5269151 
## Iteration 8 lambda =  0.526915 
## Iteration 1 lambda =  0.5422233 
## Iteration 2 lambda =  0.4964457 
## Iteration 3 lambda =  0.4918679 
## Iteration 4 lambda =  0.4914101 
## Iteration 5 lambda =  0.4913643 
## Iteration 6 lambda =  0.4913598 
## Iteration 7 lambda =  0.4913593 
## Iteration 8 lambda =  0.4913593 
## Iteration 1 lambda =  0.5194189 
## Iteration 2 lambda =  0.4713608 
## Iteration 3 lambda =  0.466555 
## Iteration 4 lambda =  0.4660744 
## Iteration 5 lambda =  0.4660263 
## Iteration 6 lambda =  0.4660215 
## Iteration 7 lambda =  0.466021 
## Iteration 8 lambda =  0.466021 
## Iteration 1 lambda =  0.5231762 
## Iteration 2 lambda =  0.4754938 
## Iteration 3 lambda =  0.4707256 
## Iteration 4 lambda =  0.4702488 
## Iteration 5 lambda =  0.4702011 
## Iteration 6 lambda =  0.4701963 
## Iteration 7 lambda =  0.4701959 
## Iteration 8 lambda =  0.4701958 
## Iteration 1 lambda =  0.6035477 
## Iteration 2 lambda =  0.5639024 
## Iteration 3 lambda =  0.5599379 
## Iteration 4 lambda =  0.5595415 
## Iteration 5 lambda =  0.5595018 
## Iteration 6 lambda =  0.5594979 
## Iteration 7 lambda =  0.5594975 
## Iteration 8 lambda =  0.5594974 
## Iteration 1 lambda =  0.5497493 
## Iteration 2 lambda =  0.5047242 
## Iteration 3 lambda =  0.5002217 
## Iteration 4 lambda =  0.4997714 
## Iteration 5 lambda =  0.4997264 
## Iteration 6 lambda =  0.4997219 
## Iteration 7 lambda =  0.4997215 
## Iteration 8 lambda =  0.4997214 
## Iteration 1 lambda =  0.5687965 
## Iteration 2 lambda =  0.5256762 
## Iteration 3 lambda =  0.5213642 
## Iteration 4 lambda =  0.520933 
## Iteration 5 lambda =  0.5208898 
## Iteration 6 lambda =  0.5208855 
## Iteration 7 lambda =  0.5208851 
## Iteration 8 lambda =  0.5208851 
## Iteration 1 lambda =  0.5242484 
## Iteration 2 lambda =  0.4766733 
## Iteration 3 lambda =  0.4719158 
## Iteration 4 lambda =  0.47144 
## Iteration 5 lambda =  0.4713924 
## Iteration 6 lambda =  0.4713877 
## Iteration 7 lambda =  0.4713872 
## Iteration 8 lambda =  0.4713871 
## Iteration 1 lambda =  0.5615566 
## Iteration 2 lambda =  0.5177123 
## Iteration 3 lambda =  0.5133279 
## Iteration 4 lambda =  0.5128894 
## Iteration 5 lambda =  0.5128456 
## Iteration 6 lambda =  0.5128412 
## Iteration 7 lambda =  0.5128408 
## Iteration 8 lambda =  0.5128407 
## Iteration 1 lambda =  0.5329768 
## Iteration 2 lambda =  0.4862745 
## Iteration 3 lambda =  0.4816043 
## Iteration 4 lambda =  0.4811373 
## Iteration 5 lambda =  0.4810906 
## Iteration 6 lambda =  0.4810859 
## Iteration 7 lambda =  0.4810854 
## Iteration 8 lambda =  0.4810854 
## Iteration 1 lambda =  0.5282651 
## Iteration 2 lambda =  0.4810916 
## Iteration 3 lambda =  0.4763742 
## Iteration 4 lambda =  0.4759025 
## Iteration 5 lambda =  0.4758553 
## Iteration 6 lambda =  0.4758506 
## Iteration 7 lambda =  0.4758501 
## Iteration 8 lambda =  0.4758501 
## Iteration 1 lambda =  0.5594547 
## Iteration 2 lambda =  0.5154002 
## Iteration 3 lambda =  0.5109947 
## Iteration 4 lambda =  0.5105542 
## Iteration 5 lambda =  0.5105101 
## Iteration 6 lambda =  0.5105057 
## Iteration 7 lambda =  0.5105053 
## Iteration 8 lambda =  0.5105052 
## Iteration 1 lambda =  0.5841798 
## Iteration 2 lambda =  0.5425978 
## Iteration 3 lambda =  0.5384396 
## Iteration 4 lambda =  0.5380238 
## Iteration 5 lambda =  0.5379822 
## Iteration 6 lambda =  0.5379781 
## Iteration 7 lambda =  0.5379777 
## Iteration 8 lambda =  0.5379776 
## Iteration 1 lambda =  0.6018461 
## Iteration 2 lambda =  0.5620307 
## Iteration 3 lambda =  0.5580492 
## Iteration 4 lambda =  0.557651 
## Iteration 5 lambda =  0.5576112 
## Iteration 6 lambda =  0.5576073 
## Iteration 7 lambda =  0.5576069 
## Iteration 8 lambda =  0.5576068 
## Iteration 1 lambda =  0.5606508 
## Iteration 2 lambda =  0.5167159 
## Iteration 3 lambda =  0.5123224 
## Iteration 4 lambda =  0.5118831 
## Iteration 5 lambda =  0.5118392 
## Iteration 6 lambda =  0.5118348 
## Iteration 7 lambda =  0.5118343 
## Iteration 8 lambda =  0.5118343 
## Iteration 1 lambda =  0.5353797 
## Iteration 2 lambda =  0.4889177 
## Iteration 3 lambda =  0.4842715 
## Iteration 4 lambda =  0.4838068 
## Iteration 5 lambda =  0.4837604 
## Iteration 6 lambda =  0.4837557 
## Iteration 7 lambda =  0.4837553 
## Iteration 8 lambda =  0.4837552 
## Iteration 1 lambda =  0.5413803 
## Iteration 2 lambda =  0.4955183 
## Iteration 3 lambda =  0.4909321 
## Iteration 4 lambda =  0.4904735 
## Iteration 5 lambda =  0.4904276 
## Iteration 6 lambda =  0.490423 
## Iteration 7 lambda =  0.4904226 
## Iteration 8 lambda =  0.4904225 
## Iteration 1 lambda =  0.5410372 
## Iteration 2 lambda =  0.4951409 
## Iteration 3 lambda =  0.4905513 
## Iteration 4 lambda =  0.4900923 
## Iteration 5 lambda =  0.4900464 
## Iteration 6 lambda =  0.4900418 
## Iteration 7 lambda =  0.4900413 
## Iteration 8 lambda =  0.4900413 
## Iteration 1 lambda =  0.5323882 
## Iteration 2 lambda =  0.485627 
## Iteration 3 lambda =  0.4809508 
## Iteration 4 lambda =  0.4804832 
## Iteration 5 lambda =  0.4804365 
## Iteration 6 lambda =  0.4804318 
## Iteration 7 lambda =  0.4804313 
## Iteration 8 lambda =  0.4804313 
## Iteration 1 lambda =  0.4858966 
## Iteration 2 lambda =  0.4344862 
## Iteration 3 lambda =  0.4293452 
## Iteration 4 lambda =  0.4288311 
## Iteration 5 lambda =  0.4287797 
## Iteration 6 lambda =  0.4287745 
## Iteration 7 lambda =  0.428774 
## Iteration 8 lambda =  0.428774 
## Iteration 1 lambda =  0.5923591 
## Iteration 2 lambda =  0.551595 
## Iteration 3 lambda =  0.5475185 
## Iteration 4 lambda =  0.5471109 
## Iteration 5 lambda =  0.5470701 
## Iteration 6 lambda =  0.5470661 
## Iteration 7 lambda =  0.5470657 
## Iteration 8 lambda =  0.5470656 
## Iteration 1 lambda =  0.583657 
## Iteration 2 lambda =  0.5420227 
## Iteration 3 lambda =  0.5378593 
## Iteration 4 lambda =  0.537443 
## Iteration 5 lambda =  0.5374013 
## Iteration 6 lambda =  0.5373972 
## Iteration 7 lambda =  0.5373967 
## Iteration 8 lambda =  0.5373967 
## Iteration 1 lambda =  0.5013629 
## Iteration 2 lambda =  0.4514992 
## Iteration 3 lambda =  0.4465129 
## Iteration 4 lambda =  0.4460142 
## Iteration 5 lambda =  0.4459644 
## Iteration 6 lambda =  0.4459594 
## Iteration 7 lambda =  0.4459589 
## Iteration 8 lambda =  0.4459588 
## Iteration 1 lambda =  0.5149295 
## Iteration 2 lambda =  0.4664225 
## Iteration 3 lambda =  0.4615718 
## Iteration 4 lambda =  0.4610867 
## Iteration 5 lambda =  0.4610382 
## Iteration 6 lambda =  0.4610333 
## Iteration 7 lambda =  0.4610329 
## Iteration 8 lambda =  0.4610328 
## Iteration 1 lambda =  0.5757395 
## Iteration 2 lambda =  0.5333135 
## Iteration 3 lambda =  0.5290709 
## Iteration 4 lambda =  0.5286466 
## Iteration 5 lambda =  0.5286042 
## Iteration 6 lambda =  0.5286 
## Iteration 7 lambda =  0.5285995 
## Iteration 8 lambda =  0.5285995 
## Iteration 1 lambda =  0.5434523 
## Iteration 2 lambda =  0.4977975 
## Iteration 3 lambda =  0.493232 
## Iteration 4 lambda =  0.4927755 
## Iteration 5 lambda =  0.4927298 
## Iteration 6 lambda =  0.4927252 
## Iteration 7 lambda =  0.4927248 
## Iteration 8 lambda =  0.4927247 
## Iteration 1 lambda =  0.5504577 
## Iteration 2 lambda =  0.5055034 
## Iteration 3 lambda =  0.501008 
## Iteration 4 lambda =  0.5005585 
## Iteration 5 lambda =  0.5005135 
## Iteration 6 lambda =  0.500509 
## Iteration 7 lambda =  0.5005086 
## Iteration 8 lambda =  0.5005085 
## Iteration 1 lambda =  0.5111877 
## Iteration 2 lambda =  0.4623065 
## Iteration 3 lambda =  0.4574183 
## Iteration 4 lambda =  0.4569295 
## Iteration 5 lambda =  0.4568806 
## Iteration 6 lambda =  0.4568757 
## Iteration 7 lambda =  0.4568753 
## Iteration 8 lambda =  0.4568752 
## Iteration 1 lambda =  0.6091443 
## Iteration 2 lambda =  0.5700588 
## Iteration 3 lambda =  0.5661502 
## Iteration 4 lambda =  0.5657593 
## Iteration 5 lambda =  0.5657203 
## Iteration 6 lambda =  0.5657164 
## Iteration 7 lambda =  0.565716 
## Iteration 8 lambda =  0.5657159 
## Iteration 1 lambda =  0.5434119 
## Iteration 2 lambda =  0.497753 
## Iteration 3 lambda =  0.4931872 
## Iteration 4 lambda =  0.4927306 
## Iteration 5 lambda =  0.4926849 
## Iteration 6 lambda =  0.4926803 
## Iteration 7 lambda =  0.4926799 
## Iteration 8 lambda =  0.4926798 
## Iteration 1 lambda =  0.5362789 
## Iteration 2 lambda =  0.4899067 
## Iteration 3 lambda =  0.4852695 
## Iteration 4 lambda =  0.4848058 
## Iteration 5 lambda =  0.4847594 
## Iteration 6 lambda =  0.4847548 
## Iteration 7 lambda =  0.4847543 
## Iteration 8 lambda =  0.4847543 
## Iteration 1 lambda =  0.4737445 
## Iteration 2 lambda =  0.4211189 
## Iteration 3 lambda =  0.4158564 
## Iteration 4 lambda =  0.4153301 
## Iteration 5 lambda =  0.4152775 
## Iteration 6 lambda =  0.4152722 
## Iteration 7 lambda =  0.4152717 
## Iteration 8 lambda =  0.4152717 
## Iteration 1 lambda =  0.521028 
## Iteration 2 lambda =  0.4731307 
## Iteration 3 lambda =  0.468341 
## Iteration 4 lambda =  0.4678621 
## Iteration 5 lambda =  0.4678142 
## Iteration 6 lambda =  0.4678094 
## Iteration 7 lambda =  0.4678089 
## Iteration 8 lambda =  0.4678088 
## Iteration 1 lambda =  0.5278716 
## Iteration 2 lambda =  0.4806587 
## Iteration 3 lambda =  0.4759374 
## Iteration 4 lambda =  0.4754653 
## Iteration 5 lambda =  0.4754181 
## Iteration 6 lambda =  0.4754134 
## Iteration 7 lambda =  0.4754129 
## Iteration 8 lambda =  0.4754128 
## Iteration 1 lambda =  0.5543572 
## Iteration 2 lambda =  0.5097929 
## Iteration 3 lambda =  0.5053365 
## Iteration 4 lambda =  0.5048908 
## Iteration 5 lambda =  0.5048462 
## Iteration 6 lambda =  0.5048418 
## Iteration 7 lambda =  0.5048413 
## Iteration 8 lambda =  0.5048413 
## Iteration 1 lambda =  0.496453 
## Iteration 2 lambda =  0.4460983 
## Iteration 3 lambda =  0.4410628 
## Iteration 4 lambda =  0.4405592 
## Iteration 5 lambda =  0.4405089 
## Iteration 6 lambda =  0.4405039 
## Iteration 7 lambda =  0.4405033 
## Iteration 8 lambda =  0.4405033 
## Iteration 1 lambda =  0.5301706 
## Iteration 2 lambda =  0.4831877 
## Iteration 3 lambda =  0.4784894 
## Iteration 4 lambda =  0.4780195 
## Iteration 5 lambda =  0.4779726 
## Iteration 6 lambda =  0.4779679 
## Iteration 7 lambda =  0.4779674 
## Iteration 8 lambda =  0.4779673 
## Iteration 1 lambda =  0.521085 
## Iteration 2 lambda =  0.4731935 
## Iteration 3 lambda =  0.4684043 
## Iteration 4 lambda =  0.4679254 
## Iteration 5 lambda =  0.4678775 
## Iteration 6 lambda =  0.4678727 
## Iteration 7 lambda =  0.4678723 
## Iteration 8 lambda =  0.4678722 
## Iteration 1 lambda =  0.5337811 
## Iteration 2 lambda =  0.4871592 
## Iteration 3 lambda =  0.482497 
## Iteration 4 lambda =  0.4820307 
## Iteration 5 lambda =  0.4819841 
## Iteration 6 lambda =  0.4819795 
## Iteration 7 lambda =  0.481979 
## Iteration 8 lambda =  0.481979 
## Iteration 1 lambda =  0.6098513 
## Iteration 2 lambda =  0.5708364 
## Iteration 3 lambda =  0.5669349 
## Iteration 4 lambda =  0.5665448 
## Iteration 5 lambda =  0.5665057 
## Iteration 6 lambda =  0.5665018 
## Iteration 7 lambda =  0.5665014 
## Iteration 8 lambda =  0.5665014 
## Iteration 1 lambda =  0.5693448 
## Iteration 2 lambda =  0.5262792 
## Iteration 3 lambda =  0.5219727 
## Iteration 4 lambda =  0.521542 
## Iteration 5 lambda =  0.521499 
## Iteration 6 lambda =  0.5214947 
## Iteration 7 lambda =  0.5214942 
## Iteration 8 lambda =  0.5214942 
## Iteration 1 lambda =  0.5715393 
## Iteration 2 lambda =  0.5286932 
## Iteration 3 lambda =  0.5244086 
## Iteration 4 lambda =  0.5239801 
## Iteration 5 lambda =  0.5239373 
## Iteration 6 lambda =  0.523933 
## Iteration 7 lambda =  0.5239326 
## Iteration 8 lambda =  0.5239325 
## Iteration 1 lambda =  0.596805 
## Iteration 2 lambda =  0.5564855 
## Iteration 3 lambda =  0.5524535 
## Iteration 4 lambda =  0.5520503 
## Iteration 5 lambda =  0.55201 
## Iteration 6 lambda =  0.552006 
## Iteration 7 lambda =  0.5520056 
## Iteration 8 lambda =  0.5520055 
## Iteration 1 lambda =  0.5513021 
## Iteration 2 lambda =  0.5064323 
## Iteration 3 lambda =  0.5019453 
## Iteration 4 lambda =  0.5014966 
## Iteration 5 lambda =  0.5014518 
## Iteration 6 lambda =  0.5014473 
## Iteration 7 lambda =  0.5014468 
## Iteration 8 lambda =  0.5014468 
## Iteration 1 lambda =  0.5095724 
## Iteration 2 lambda =  0.4605297 
## Iteration 3 lambda =  0.4556254 
## Iteration 4 lambda =  0.455135 
## Iteration 5 lambda =  0.4550859 
## Iteration 6 lambda =  0.455081 
## Iteration 7 lambda =  0.4550805 
## Iteration 8 lambda =  0.4550805 
## Iteration 1 lambda =  0.5373338 
## Iteration 2 lambda =  0.4910671 
## Iteration 3 lambda =  0.4864405 
## Iteration 4 lambda =  0.4859778 
## Iteration 5 lambda =  0.4859315 
## Iteration 6 lambda =  0.4859269 
## Iteration 7 lambda =  0.4859264 
## Iteration 8 lambda =  0.4859264 
## Iteration 1 lambda =  0.5478664 
## Iteration 2 lambda =  0.502653 
## Iteration 3 lambda =  0.4981317 
## Iteration 4 lambda =  0.4976796 
## Iteration 5 lambda =  0.4976344 
## Iteration 6 lambda =  0.4976298 
## Iteration 7 lambda =  0.4976294 
## Iteration 8 lambda =  0.4976293 
## Iteration 1 lambda =  0.5076562 
## Iteration 2 lambda =  0.4584218 
## Iteration 3 lambda =  0.4534984 
## Iteration 4 lambda =  0.453006 
## Iteration 5 lambda =  0.4529568 
## Iteration 6 lambda =  0.4529519 
## Iteration 7 lambda =  0.4529514 
## Iteration 8 lambda =  0.4529513 
## Iteration 1 lambda =  0.5514033 
## Iteration 2 lambda =  0.5065436 
## Iteration 3 lambda =  0.5020576 
## Iteration 4 lambda =  0.501609 
## Iteration 5 lambda =  0.5015642 
## Iteration 6 lambda =  0.5015597 
## Iteration 7 lambda =  0.5015592 
## Iteration 8 lambda =  0.5015592 
## Iteration 1 lambda =  0.4998812 
## Iteration 2 lambda =  0.4498694 
## Iteration 3 lambda =  0.4448682 
## Iteration 4 lambda =  0.4443681 
## Iteration 5 lambda =  0.444318 
## Iteration 6 lambda =  0.444313 
## Iteration 7 lambda =  0.4443125 
## Iteration 8 lambda =  0.4443125 
## Iteration 1 lambda =  0.5790158 
## Iteration 2 lambda =  0.5369174 
## Iteration 3 lambda =  0.5327075 
## Iteration 4 lambda =  0.5322866 
## Iteration 5 lambda =  0.5322445 
## Iteration 6 lambda =  0.5322402 
## Iteration 7 lambda =  0.5322398 
## Iteration 8 lambda =  0.5322398 
## Iteration 1 lambda =  0.5846951 
## Iteration 2 lambda =  0.5431646 
## Iteration 3 lambda =  0.5390116 
## Iteration 4 lambda =  0.5385963 
## Iteration 5 lambda =  0.5385547 
## Iteration 6 lambda =  0.5385506 
## Iteration 7 lambda =  0.5385502 
## Iteration 8 lambda =  0.5385501 
## Iteration 1 lambda =  0.4609746 
## Iteration 2 lambda =  0.407072 
## Iteration 3 lambda =  0.4016818 
## Iteration 4 lambda =  0.4011428 
## Iteration 5 lambda =  0.4010889 
## Iteration 6 lambda =  0.4010835 
## Iteration 7 lambda =  0.4010829 
## Iteration 8 lambda =  0.4010829 
## Iteration 1 lambda =  0.5847492 
## Iteration 2 lambda =  0.5432242 
## Iteration 3 lambda =  0.5390717 
## Iteration 4 lambda =  0.5386564 
## Iteration 5 lambda =  0.5386149 
## Iteration 6 lambda =  0.5386107 
## Iteration 7 lambda =  0.5386103 
## Iteration 8 lambda =  0.5386103 
## Iteration 1 lambda =  0.5086999 
## Iteration 2 lambda =  0.4595699 
## Iteration 3 lambda =  0.4546569 
## Iteration 4 lambda =  0.4541656 
## Iteration 5 lambda =  0.4541165 
## Iteration 6 lambda =  0.4541116 
## Iteration 7 lambda =  0.4541111 
## Iteration 8 lambda =  0.4541111 
## Iteration 1 lambda =  0.5661694 
## Iteration 2 lambda =  0.5227864 
## Iteration 3 lambda =  0.5184481 
## Iteration 4 lambda =  0.5180142 
## Iteration 5 lambda =  0.5179709 
## Iteration 6 lambda =  0.5179665 
## Iteration 7 lambda =  0.5179661 
## Iteration 8 lambda =  0.517966 
## Iteration 1 lambda =  0.54341 
## Iteration 2 lambda =  0.497751 
## Iteration 3 lambda =  0.4931851 
## Iteration 4 lambda =  0.4927285 
## Iteration 5 lambda =  0.4926829 
## Iteration 6 lambda =  0.4926783 
## Iteration 7 lambda =  0.4926779 
## Iteration 8 lambda =  0.4926778 
## Iteration 1 lambda =  0.5391313 
## Iteration 2 lambda =  0.4930444 
## Iteration 3 lambda =  0.4884357 
## Iteration 4 lambda =  0.4879748 
## Iteration 5 lambda =  0.4879287 
## Iteration 6 lambda =  0.4879241 
## Iteration 7 lambda =  0.4879237 
## Iteration 8 lambda =  0.4879236 
## Iteration 1 lambda =  0.5206356 
## Iteration 2 lambda =  0.4726992 
## Iteration 3 lambda =  0.4679056 
## Iteration 4 lambda =  0.4674262 
## Iteration 5 lambda =  0.4673783 
## Iteration 6 lambda =  0.4673735 
## Iteration 7 lambda =  0.467373 
## Iteration 8 lambda =  0.4673729 
## Iteration 1 lambda =  0.5256618 
## Iteration 2 lambda =  0.4782279 
## Iteration 3 lambda =  0.4734846 
## Iteration 4 lambda =  0.4730102 
## Iteration 5 lambda =  0.4729628 
## Iteration 6 lambda =  0.472958 
## Iteration 7 lambda =  0.4729576 
## Iteration 8 lambda =  0.4729575 
## Iteration 1 lambda =  0.5314554 
## Iteration 2 lambda =  0.484601 
## Iteration 3 lambda =  0.4799155 
## Iteration 4 lambda =  0.479447 
## Iteration 5 lambda =  0.4794001 
## Iteration 6 lambda =  0.4793954 
## Iteration 7 lambda =  0.479395 
## Iteration 8 lambda =  0.4793949 
## Iteration 1 lambda =  0.4938283 
## Iteration 2 lambda =  0.4432111 
## Iteration 3 lambda =  0.4381494 
## Iteration 4 lambda =  0.4376432 
## Iteration 5 lambda =  0.4375926 
## Iteration 6 lambda =  0.4375875 
## Iteration 7 lambda =  0.437587 
## Iteration 8 lambda =  0.437587 
## Iteration 1 lambda =  0.5101179 
## Iteration 2 lambda =  0.4611297 
## Iteration 3 lambda =  0.4562308 
## Iteration 4 lambda =  0.455741 
## Iteration 5 lambda =  0.455692 
## Iteration 6 lambda =  0.4556871 
## Iteration 7 lambda =  0.4556866 
## Iteration 8 lambda =  0.4556865 
## Iteration 1 lambda =  0.5414881 
## Iteration 2 lambda =  0.4956369 
## Iteration 3 lambda =  0.4910518 
## Iteration 4 lambda =  0.4905933 
## Iteration 5 lambda =  0.4905474 
## Iteration 6 lambda =  0.4905428 
## Iteration 7 lambda =  0.4905424 
## Iteration 8 lambda =  0.4905423 
## Iteration 1 lambda =  0.4929962 
## Iteration 2 lambda =  0.4422958 
## Iteration 3 lambda =  0.4372258 
## Iteration 4 lambda =  0.4367188 
## Iteration 5 lambda =  0.4366681 
## Iteration 6 lambda =  0.436663 
## Iteration 7 lambda =  0.4366625 
## Iteration 8 lambda =  0.4366624 
## Iteration 1 lambda =  0.5292774 
## Iteration 2 lambda =  0.4822052 
## Iteration 3 lambda =  0.4774979 
## Iteration 4 lambda =  0.4770272 
## Iteration 5 lambda =  0.4769801 
## Iteration 6 lambda =  0.4769754 
## Iteration 7 lambda =  0.476975 
## Iteration 8 lambda =  0.4769749 
## Iteration 1 lambda =  0.6034566 
## Iteration 2 lambda =  0.5638022 
## Iteration 3 lambda =  0.5598368 
## Iteration 4 lambda =  0.5594403 
## Iteration 5 lambda =  0.5594006 
## Iteration 6 lambda =  0.5593966 
## Iteration 7 lambda =  0.5593962 
## Iteration 8 lambda =  0.5593962 
## Iteration 1 lambda =  0.5271287 
## Iteration 2 lambda =  0.4798416 
## Iteration 3 lambda =  0.4751129 
## Iteration 4 lambda =  0.47464 
## Iteration 5 lambda =  0.4745927 
## Iteration 6 lambda =  0.474588 
## Iteration 7 lambda =  0.4745875 
## Iteration 8 lambda =  0.4745875 
## Iteration 1 lambda =  0.6973528 
## Iteration 2 lambda =  0.667088 
## Iteration 3 lambda =  0.6640616 
## Iteration 4 lambda =  0.6637589 
## Iteration 5 lambda =  0.6637287 
## Iteration 6 lambda =  0.6637256 
## Iteration 7 lambda =  0.6637253 
## Iteration 8 lambda =  0.6637253 
## Iteration 1 lambda =  0.5165789 
## Iteration 2 lambda =  0.4682368 
## Iteration 3 lambda =  0.4634026 
## Iteration 4 lambda =  0.4629192 
## Iteration 5 lambda =  0.4628709 
## Iteration 6 lambda =  0.462866 
## Iteration 7 lambda =  0.4628655 
## Iteration 8 lambda =  0.4628655 
## Iteration 1 lambda =  0.5655022 
## Iteration 2 lambda =  0.5220524 
## Iteration 3 lambda =  0.5177074 
## Iteration 4 lambda =  0.5172729 
## Iteration 5 lambda =  0.5172295 
## Iteration 6 lambda =  0.5172251 
## Iteration 7 lambda =  0.5172247 
## Iteration 8 lambda =  0.5172247 
## Iteration 1 lambda =  0.5397211 
## Iteration 2 lambda =  0.4936932 
## Iteration 3 lambda =  0.4890904 
## Iteration 4 lambda =  0.4886301 
## Iteration 5 lambda =  0.4885841 
## Iteration 6 lambda =  0.4885795 
## Iteration 7 lambda =  0.488579 
## Iteration 8 lambda =  0.488579 
## Iteration 1 lambda =  0.5816556 
## Iteration 2 lambda =  0.5398212 
## Iteration 3 lambda =  0.5356378 
## Iteration 4 lambda =  0.5352194 
## Iteration 5 lambda =  0.5351776 
## Iteration 6 lambda =  0.5351734 
## Iteration 7 lambda =  0.535173 
## Iteration 8 lambda =  0.5351729 
## Iteration 1 lambda =  0.5042241 
## Iteration 2 lambda =  0.4546465 
## Iteration 3 lambda =  0.4496887 
## Iteration 4 lambda =  0.449193 
## Iteration 5 lambda =  0.4491434 
## Iteration 6 lambda =  0.4491384 
## Iteration 7 lambda =  0.4491379 
## Iteration 8 lambda =  0.4491379 
## Iteration 1 lambda =  0.5415422 
## Iteration 2 lambda =  0.4956964 
## Iteration 3 lambda =  0.4911118 
## Iteration 4 lambda =  0.4906534 
## Iteration 5 lambda =  0.4906075 
## Iteration 6 lambda =  0.4906029 
## Iteration 7 lambda =  0.4906025 
## Iteration 8 lambda =  0.4906024 
## Iteration 1 lambda =  0.496395 
## Iteration 2 lambda =  0.4460345 
## Iteration 3 lambda =  0.4409985 
## Iteration 4 lambda =  0.4404949 
## Iteration 5 lambda =  0.4404445 
## Iteration 6 lambda =  0.4404395 
## Iteration 7 lambda =  0.440439 
## Iteration 8 lambda =  0.4404389 
## Iteration 1 lambda =  0.5354661 
## Iteration 2 lambda =  0.4890127 
## Iteration 3 lambda =  0.4843674 
## Iteration 4 lambda =  0.4839028 
## Iteration 5 lambda =  0.4838564 
## Iteration 6 lambda =  0.4838517 
## Iteration 7 lambda =  0.4838513 
## Iteration 8 lambda =  0.4838512 
## Iteration 1 lambda =  0.5421277 
## Iteration 2 lambda =  0.4963405 
## Iteration 3 lambda =  0.4917618 
## Iteration 4 lambda =  0.4913039 
## Iteration 5 lambda =  0.4912581 
## Iteration 6 lambda =  0.4912535 
## Iteration 7 lambda =  0.4912531 
## Iteration 8 lambda =  0.491253 
## Iteration 1 lambda =  0.562819 
## Iteration 2 lambda =  0.519101 
## Iteration 3 lambda =  0.5147291 
## Iteration 4 lambda =  0.514292 
## Iteration 5 lambda =  0.5142482 
## Iteration 6 lambda =  0.5142439 
## Iteration 7 lambda =  0.5142434 
## Iteration 8 lambda =  0.5142434 
## Iteration 1 lambda =  0.5125495 
## Iteration 2 lambda =  0.4638045 
## Iteration 3 lambda =  0.45893 
## Iteration 4 lambda =  0.4584425 
## Iteration 5 lambda =  0.4583938 
## Iteration 6 lambda =  0.4583889 
## Iteration 7 lambda =  0.4583884 
## Iteration 8 lambda =  0.4583884 
## Iteration 1 lambda =  0.5113111 
## Iteration 2 lambda =  0.4624422 
## Iteration 3 lambda =  0.4575553 
## Iteration 4 lambda =  0.4570666 
## Iteration 5 lambda =  0.4570178 
## Iteration 6 lambda =  0.4570129 
## Iteration 7 lambda =  0.4570124 
## Iteration 8 lambda =  0.4570123 
## Iteration 1 lambda =  0.528235 
## Iteration 2 lambda =  0.4810585 
## Iteration 3 lambda =  0.4763408 
## Iteration 4 lambda =  0.475869 
## Iteration 5 lambda =  0.4758219 
## Iteration 6 lambda =  0.4758171 
## Iteration 7 lambda =  0.4758167 
## Iteration 8 lambda =  0.4758166 
## Iteration 1 lambda =  0.5453194 
## Iteration 2 lambda =  0.4998514 
## Iteration 3 lambda =  0.4953046 
## Iteration 4 lambda =  0.4948499 
## Iteration 5 lambda =  0.4948044 
## Iteration 6 lambda =  0.4947999 
## Iteration 7 lambda =  0.4947994 
## Iteration 8 lambda =  0.4947994 
## Iteration 1 lambda =  0.5529279 
## Iteration 2 lambda =  0.5082206 
## Iteration 3 lambda =  0.5037499 
## Iteration 4 lambda =  0.5033029 
## Iteration 5 lambda =  0.5032581 
## Iteration 6 lambda =  0.5032537 
## Iteration 7 lambda =  0.5032532 
## Iteration 8 lambda =  0.5032532 
## Iteration 1 lambda =  0.5315923 
## Iteration 2 lambda =  0.4847516 
## Iteration 3 lambda =  0.4800675 
## Iteration 4 lambda =  0.4795991 
## Iteration 5 lambda =  0.4795522 
## Iteration 6 lambda =  0.4795476 
## Iteration 7 lambda =  0.4795471 
## Iteration 8 lambda =  0.479547 
## Iteration 1 lambda =  0.5362706 
## Iteration 2 lambda =  0.4898976 
## Iteration 3 lambda =  0.4852603 
## Iteration 4 lambda =  0.4847966 
## Iteration 5 lambda =  0.4847502 
## Iteration 6 lambda =  0.4847456 
## Iteration 7 lambda =  0.4847451 
## Iteration 8 lambda =  0.4847451 
## Iteration 1 lambda =  0.5156457 
## Iteration 2 lambda =  0.4672103 
## Iteration 3 lambda =  0.4623668 
## Iteration 4 lambda =  0.4618824 
## Iteration 5 lambda =  0.461834 
## Iteration 6 lambda =  0.4618291 
## Iteration 7 lambda =  0.4618287 
## Iteration 8 lambda =  0.4618286 
## Iteration 1 lambda =  0.5652611 
## Iteration 2 lambda =  0.5217872 
## Iteration 3 lambda =  0.5174398 
## Iteration 4 lambda =  0.5170051 
## Iteration 5 lambda =  0.5169616 
## Iteration 6 lambda =  0.5169572 
## Iteration 7 lambda =  0.5169568 
## Iteration 8 lambda =  0.5169568 
## Iteration 1 lambda =  0.5102284 
## Iteration 2 lambda =  0.4612513 
## Iteration 3 lambda =  0.4563535 
## Iteration 4 lambda =  0.4558638 
## Iteration 5 lambda =  0.4558148 
## Iteration 6 lambda =  0.4558099 
## Iteration 7 lambda =  0.4558094 
## Iteration 8 lambda =  0.4558094 
## Iteration 1 lambda =  0.5827443 
## Iteration 2 lambda =  0.5410188 
## Iteration 3 lambda =  0.5368462 
## Iteration 4 lambda =  0.536429 
## Iteration 5 lambda =  0.5363872 
## Iteration 6 lambda =  0.5363831 
## Iteration 7 lambda =  0.5363826 
## Iteration 8 lambda =  0.5363826 
## Iteration 1 lambda =  0.5228321 
## Iteration 2 lambda =  0.4751153 
## Iteration 3 lambda =  0.4703437 
## Iteration 4 lambda =  0.4698665 
## Iteration 5 lambda =  0.4698188 
## Iteration 6 lambda =  0.469814 
## Iteration 7 lambda =  0.4698135 
## Iteration 8 lambda =  0.4698135 
## Iteration 1 lambda =  0.5307729 
## Iteration 2 lambda =  0.4838502 
## Iteration 3 lambda =  0.479158 
## Iteration 4 lambda =  0.4786887 
## Iteration 5 lambda =  0.4786418 
## Iteration 6 lambda =  0.4786371 
## Iteration 7 lambda =  0.4786367 
## Iteration 8 lambda =  0.4786366 
## Iteration 1 lambda =  0.5952037 
## Iteration 2 lambda =  0.5547241 
## Iteration 3 lambda =  0.5506761 
## Iteration 4 lambda =  0.5502713 
## Iteration 5 lambda =  0.5502309 
## Iteration 6 lambda =  0.5502268 
## Iteration 7 lambda =  0.5502264 
## Iteration 8 lambda =  0.5502264 
## Iteration 1 lambda =  0.5946725 
## Iteration 2 lambda =  0.5541397 
## Iteration 3 lambda =  0.5500864 
## Iteration 4 lambda =  0.5496811 
## Iteration 5 lambda =  0.5496406 
## Iteration 6 lambda =  0.5496365 
## Iteration 7 lambda =  0.5496361 
## Iteration 8 lambda =  0.5496361 
## Iteration 1 lambda =  0.5241072 
## Iteration 2 lambda =  0.476518 
## Iteration 3 lambda =  0.471759 
## Iteration 4 lambda =  0.4712831 
## Iteration 5 lambda =  0.4712356 
## Iteration 6 lambda =  0.4712308 
## Iteration 7 lambda =  0.4712303 
## Iteration 8 lambda =  0.4712303 
## Iteration 1 lambda =  0.5887323 
## Iteration 2 lambda =  0.5476055 
## Iteration 3 lambda =  0.5434928 
## Iteration 4 lambda =  0.5430816 
## Iteration 5 lambda =  0.5430404 
## Iteration 6 lambda =  0.5430363 
## Iteration 7 lambda =  0.5430359 
## Iteration 8 lambda =  0.5430359 
## Iteration 1 lambda =  0.470803 
## Iteration 2 lambda =  0.4178833 
## Iteration 3 lambda =  0.4125914 
## Iteration 4 lambda =  0.4120622 
## Iteration 5 lambda =  0.4120092 
## Iteration 6 lambda =  0.412004 
## Iteration 7 lambda =  0.4120034 
## Iteration 8 lambda =  0.4120034 
## Iteration 1 lambda =  0.5134629 
## Iteration 2 lambda =  0.4648092 
## Iteration 3 lambda =  0.4599438 
## Iteration 4 lambda =  0.4594573 
## Iteration 5 lambda =  0.4594086 
## Iteration 6 lambda =  0.4594037 
## Iteration 7 lambda =  0.4594033 
## Iteration 8 lambda =  0.4594032 
## Iteration 1 lambda =  0.5201248 
## Iteration 2 lambda =  0.4721373 
## Iteration 3 lambda =  0.4673385 
## Iteration 4 lambda =  0.4668586 
## Iteration 5 lambda =  0.4668106 
## Iteration 6 lambda =  0.4668058 
## Iteration 7 lambda =  0.4668054 
## Iteration 8 lambda =  0.4668053 
## Iteration 1 lambda =  0.5619245 
## Iteration 2 lambda =  0.518117 
## Iteration 3 lambda =  0.5137362 
## Iteration 4 lambda =  0.5132982 
## Iteration 5 lambda =  0.5132543 
## Iteration 6 lambda =  0.51325 
## Iteration 7 lambda =  0.5132495 
## Iteration 8 lambda =  0.5132495 
## Iteration 1 lambda =  0.5270342 
## Iteration 2 lambda =  0.4797377 
## Iteration 3 lambda =  0.475008 
## Iteration 4 lambda =  0.474535 
## Iteration 5 lambda =  0.4744877 
## Iteration 6 lambda =  0.474483 
## Iteration 7 lambda =  0.4744825 
## Iteration 8 lambda =  0.4744825 
## Iteration 1 lambda =  0.5729885 
## Iteration 2 lambda =  0.5302873 
## Iteration 3 lambda =  0.5260172 
## Iteration 4 lambda =  0.5255902 
## Iteration 5 lambda =  0.5255475 
## Iteration 6 lambda =  0.5255432 
## Iteration 7 lambda =  0.5255428 
## Iteration 8 lambda =  0.5255428 
## Iteration 1 lambda =  0.592956 
## Iteration 2 lambda =  0.5522516 
## Iteration 3 lambda =  0.5481812 
## Iteration 4 lambda =  0.5477741 
## Iteration 5 lambda =  0.5477334 
## Iteration 6 lambda =  0.5477293 
## Iteration 7 lambda =  0.5477289 
## Iteration 8 lambda =  0.5477289 
## Iteration 1 lambda =  0.6023837 
## Iteration 2 lambda =  0.562622 
## Iteration 3 lambda =  0.5586459 
## Iteration 4 lambda =  0.5582482 
## Iteration 5 lambda =  0.5582085 
## Iteration 6 lambda =  0.5582045 
## Iteration 7 lambda =  0.5582041 
## Iteration 8 lambda =  0.5582041 
## Iteration 1 lambda =  0.5333373 
## Iteration 2 lambda =  0.4866711 
## Iteration 3 lambda =  0.4820045 
## Iteration 4 lambda =  0.4815378 
## Iteration 5 lambda =  0.4814911 
## Iteration 6 lambda =  0.4814865 
## Iteration 7 lambda =  0.481486 
## Iteration 8 lambda =  0.4814859 
## Iteration 1 lambda =  0.6291423 
## Iteration 2 lambda =  0.5920565 
## Iteration 3 lambda =  0.5883479 
## Iteration 4 lambda =  0.5879771 
## Iteration 5 lambda =  0.58794 
## Iteration 6 lambda =  0.5879363 
## Iteration 7 lambda =  0.5879359 
## Iteration 8 lambda =  0.5879359 
## Iteration 1 lambda =  0.5359472 
## Iteration 2 lambda =  0.4895419 
## Iteration 3 lambda =  0.4849014 
## Iteration 4 lambda =  0.4844373 
## Iteration 5 lambda =  0.4843909 
## Iteration 6 lambda =  0.4843863 
## Iteration 7 lambda =  0.4843858 
## Iteration 8 lambda =  0.4843858 
## Iteration 1 lambda =  0.5052146 
## Iteration 2 lambda =  0.4557361 
## Iteration 3 lambda =  0.4507883 
## Iteration 4 lambda =  0.4502935 
## Iteration 5 lambda =  0.450244 
## Iteration 6 lambda =  0.450239 
## Iteration 7 lambda =  0.4502385 
## Iteration 8 lambda =  0.4502385 
## Iteration 1 lambda =  0.5214282 
## Iteration 2 lambda =  0.473571 
## Iteration 3 lambda =  0.4687853 
## Iteration 4 lambda =  0.4683068 
## Iteration 5 lambda =  0.4682589 
## Iteration 6 lambda =  0.4682541 
## Iteration 7 lambda =  0.4682536 
## Iteration 8 lambda =  0.4682536 
## Iteration 1 lambda =  0.4966557 
## Iteration 2 lambda =  0.4463213 
## Iteration 3 lambda =  0.4412878 
## Iteration 4 lambda =  0.4407845 
## Iteration 5 lambda =  0.4407342 
## Iteration 6 lambda =  0.4407291 
## Iteration 7 lambda =  0.4407286 
## Iteration 8 lambda =  0.4407286 
## Iteration 1 lambda =  0.5134342 
## Iteration 2 lambda =  0.4647776 
## Iteration 3 lambda =  0.459912 
## Iteration 4 lambda =  0.4594254 
## Iteration 5 lambda =  0.4593768 
## Iteration 6 lambda =  0.4593719 
## Iteration 7 lambda =  0.4593714 
## Iteration 8 lambda =  0.4593714 
## Iteration 1 lambda =  0.5494185 
## Iteration 2 lambda =  0.5043603 
## Iteration 3 lambda =  0.4998545 
## Iteration 4 lambda =  0.4994039 
## Iteration 5 lambda =  0.4993588 
## Iteration 6 lambda =  0.4993543 
## Iteration 7 lambda =  0.4993539 
## Iteration 8 lambda =  0.4993538 
## Iteration 1 lambda =  0.5206249 
## Iteration 2 lambda =  0.4726874 
## Iteration 3 lambda =  0.4678936 
## Iteration 4 lambda =  0.4674142 
## Iteration 5 lambda =  0.4673663 
## Iteration 6 lambda =  0.4673615 
## Iteration 7 lambda =  0.467361 
## Iteration 8 lambda =  0.467361 
## Iteration 1 lambda =  0.5281731 
## Iteration 2 lambda =  0.4809904 
## Iteration 3 lambda =  0.4762722 
## Iteration 4 lambda =  0.4758003 
## Iteration 5 lambda =  0.4757532 
## Iteration 6 lambda =  0.4757484 
## Iteration 7 lambda =  0.475748 
## Iteration 8 lambda =  0.4757479 
## Iteration 1 lambda =  0.5539673 
## Iteration 2 lambda =  0.509364 
## Iteration 3 lambda =  0.5049037 
## Iteration 4 lambda =  0.5044576 
## Iteration 5 lambda =  0.504413 
## Iteration 6 lambda =  0.5044086 
## Iteration 7 lambda =  0.5044081 
## Iteration 8 lambda =  0.5044081 
## Iteration 1 lambda =  0.5656216 
## Iteration 2 lambda =  0.5221837 
## Iteration 3 lambda =  0.5178399 
## Iteration 4 lambda =  0.5174056 
## Iteration 5 lambda =  0.5173621 
## Iteration 6 lambda =  0.5173578 
## Iteration 7 lambda =  0.5173573 
## Iteration 8 lambda =  0.5173573 
## Iteration 1 lambda =  0.4842819 
## Iteration 2 lambda =  0.4327101 
## Iteration 3 lambda =  0.4275529 
## Iteration 4 lambda =  0.4270372 
## Iteration 5 lambda =  0.4269856 
## Iteration 6 lambda =  0.4269805 
## Iteration 7 lambda =  0.42698 
## Iteration 8 lambda =  0.4269799 
## Iteration 1 lambda =  0.5348408 
## Iteration 2 lambda =  0.4883249 
## Iteration 3 lambda =  0.4836733 
## Iteration 4 lambda =  0.4832082 
## Iteration 5 lambda =  0.4831616 
## Iteration 6 lambda =  0.483157 
## Iteration 7 lambda =  0.4831565 
## Iteration 8 lambda =  0.4831565 
## Iteration 1 lambda =  0.5665747 
## Iteration 2 lambda =  0.5232322 
## Iteration 3 lambda =  0.5188979 
## Iteration 4 lambda =  0.5184645 
## Iteration 5 lambda =  0.5184211 
## Iteration 6 lambda =  0.5184168 
## Iteration 7 lambda =  0.5184164 
## Iteration 8 lambda =  0.5184163 
## Iteration 1 lambda =  0.5726782 
## Iteration 2 lambda =  0.529946 
## Iteration 3 lambda =  0.5256728 
## Iteration 4 lambda =  0.5252454 
## Iteration 5 lambda =  0.5252027 
## Iteration 6 lambda =  0.5251984 
## Iteration 7 lambda =  0.525198 
## Iteration 8 lambda =  0.525198 
## Iteration 1 lambda =  0.5248661 
## Iteration 2 lambda =  0.4773527 
## Iteration 3 lambda =  0.4726013 
## Iteration 4 lambda =  0.4721262 
## Iteration 5 lambda =  0.4720787 
## Iteration 6 lambda =  0.4720739 
## Iteration 7 lambda =  0.4720735 
## Iteration 8 lambda =  0.4720734 
## Iteration 1 lambda =  0.4663564 
## Iteration 2 lambda =  0.4129921 
## Iteration 3 lambda =  0.4076556 
## Iteration 4 lambda =  0.407122 
## Iteration 5 lambda =  0.4070686 
## Iteration 6 lambda =  0.4070633 
## Iteration 7 lambda =  0.4070628 
## Iteration 8 lambda =  0.4070627 
## Iteration 1 lambda =  0.583986 
## Iteration 2 lambda =  0.5423846 
## Iteration 3 lambda =  0.5382244 
## Iteration 4 lambda =  0.5378084 
## Iteration 5 lambda =  0.5377668 
## Iteration 6 lambda =  0.5377626 
## Iteration 7 lambda =  0.5377622 
## Iteration 8 lambda =  0.5377622 
## Iteration 1 lambda =  0.5882825 
## Iteration 2 lambda =  0.5471107 
## Iteration 3 lambda =  0.5429935 
## Iteration 4 lambda =  0.5425818 
## Iteration 5 lambda =  0.5425407 
## Iteration 6 lambda =  0.5425365 
## Iteration 7 lambda =  0.5425361 
## Iteration 8 lambda =  0.5425361 
## Iteration 1 lambda =  0.5061629 
## Iteration 2 lambda =  0.4567792 
## Iteration 3 lambda =  0.4518408 
## Iteration 4 lambda =  0.451347 
## Iteration 5 lambda =  0.4512976 
## Iteration 6 lambda =  0.4512927 
## Iteration 7 lambda =  0.4512922 
## Iteration 8 lambda =  0.4512921 
## Iteration 1 lambda =  0.5719798 
## Iteration 2 lambda =  0.5291778 
## Iteration 3 lambda =  0.5248976 
## Iteration 4 lambda =  0.5244695 
## Iteration 5 lambda =  0.5244267 
## Iteration 6 lambda =  0.5244225 
## Iteration 7 lambda =  0.524422 
## Iteration 8 lambda =  0.524422 
## Iteration 1 lambda =  0.5878542 
## Iteration 2 lambda =  0.5466396 
## Iteration 3 lambda =  0.5425181 
## Iteration 4 lambda =  0.542106 
## Iteration 5 lambda =  0.5420648 
## Iteration 6 lambda =  0.5420607 
## Iteration 7 lambda =  0.5420603 
## Iteration 8 lambda =  0.5420602 
## Iteration 1 lambda =  0.56081 
## Iteration 2 lambda =  0.516891 
## Iteration 3 lambda =  0.5124991 
## Iteration 4 lambda =  0.5120599 
## Iteration 5 lambda =  0.512016 
## Iteration 6 lambda =  0.5120116 
## Iteration 7 lambda =  0.5120112 
## Iteration 8 lambda =  0.5120111 
## Iteration 1 lambda =  0.534861 
## Iteration 2 lambda =  0.4883471 
## Iteration 3 lambda =  0.4836957 
## Iteration 4 lambda =  0.4832305 
## Iteration 5 lambda =  0.483184 
## Iteration 6 lambda =  0.4831794 
## Iteration 7 lambda =  0.4831789 
## Iteration 8 lambda =  0.4831789 
## Iteration 1 lambda =  0.5614814 
## Iteration 2 lambda =  0.5176296 
## Iteration 3 lambda =  0.5132444 
## Iteration 4 lambda =  0.5128059 
## Iteration 5 lambda =  0.512762 
## Iteration 6 lambda =  0.5127577 
## Iteration 7 lambda =  0.5127572 
## Iteration 8 lambda =  0.5127572 
## Iteration 1 lambda =  0.5382224 
## Iteration 2 lambda =  0.4920446 
## Iteration 3 lambda =  0.4874268 
## Iteration 4 lambda =  0.4869651 
## Iteration 5 lambda =  0.4869189 
## Iteration 6 lambda =  0.4869143 
## Iteration 7 lambda =  0.4869138 
## Iteration 8 lambda =  0.4869138 
## Iteration 1 lambda =  0.5440965 
## Iteration 2 lambda =  0.4985061 
## Iteration 3 lambda =  0.4939471 
## Iteration 4 lambda =  0.4934912 
## Iteration 5 lambda =  0.4934456 
## Iteration 6 lambda =  0.493441 
## Iteration 7 lambda =  0.4934406 
## Iteration 8 lambda =  0.4934405 
## Iteration 1 lambda =  0.5476364 
## Iteration 2 lambda =  0.5024 
## Iteration 3 lambda =  0.4978764 
## Iteration 4 lambda =  0.497424 
## Iteration 5 lambda =  0.4973788 
## Iteration 6 lambda =  0.4973742 
## Iteration 7 lambda =  0.4973738 
## Iteration 8 lambda =  0.4973737 
## Iteration 1 lambda =  0.4999123 
## Iteration 2 lambda =  0.4499035 
## Iteration 3 lambda =  0.4449026 
## Iteration 4 lambda =  0.4444025 
## Iteration 5 lambda =  0.4443525 
## Iteration 6 lambda =  0.4443475 
## Iteration 7 lambda =  0.444347 
## Iteration 8 lambda =  0.444347 
## Iteration 1 lambda =  0.532845 
## Iteration 2 lambda =  0.4861295 
## Iteration 3 lambda =  0.4814579 
## Iteration 4 lambda =  0.4809908 
## Iteration 5 lambda =  0.4809441 
## Iteration 6 lambda =  0.4809394 
## Iteration 7 lambda =  0.4809389 
## Iteration 8 lambda =  0.4809389 
## Iteration 1 lambda =  0.5130009 
## Iteration 2 lambda =  0.4643009 
## Iteration 3 lambda =  0.459431 
## Iteration 4 lambda =  0.458944 
## Iteration 5 lambda =  0.4588953 
## Iteration 6 lambda =  0.4588904 
## Iteration 7 lambda =  0.4588899 
## Iteration 8 lambda =  0.4588898 
## Iteration 1 lambda =  0.5664584 
## Iteration 2 lambda =  0.5231043 
## Iteration 3 lambda =  0.5187689 
## Iteration 4 lambda =  0.5183353 
## Iteration 5 lambda =  0.518292 
## Iteration 6 lambda =  0.5182876 
## Iteration 7 lambda =  0.5182872 
## Iteration 8 lambda =  0.5182872 
## Iteration 1 lambda =  0.5354987 
## Iteration 2 lambda =  0.4890486 
## Iteration 3 lambda =  0.4844036 
## Iteration 4 lambda =  0.4839391 
## Iteration 5 lambda =  0.4838926 
## Iteration 6 lambda =  0.483888 
## Iteration 7 lambda =  0.4838875 
## Iteration 8 lambda =  0.4838875 
## Iteration 1 lambda =  0.5198489 
## Iteration 2 lambda =  0.4718338 
## Iteration 3 lambda =  0.4670322 
## Iteration 4 lambda =  0.4665521 
## Iteration 5 lambda =  0.4665041 
## Iteration 6 lambda =  0.4664993 
## Iteration 7 lambda =  0.4664988 
## Iteration 8 lambda =  0.4664987 
## Iteration 1 lambda =  0.5601752 
## Iteration 2 lambda =  0.5161928 
## Iteration 3 lambda =  0.5117945 
## Iteration 4 lambda =  0.5113547 
## Iteration 5 lambda =  0.5113107 
## Iteration 6 lambda =  0.5113063 
## Iteration 7 lambda =  0.5113059 
## Iteration 8 lambda =  0.5113058 
## Iteration 1 lambda =  0.5293353 
## Iteration 2 lambda =  0.4822688 
## Iteration 3 lambda =  0.4775621 
## Iteration 4 lambda =  0.4770915 
## Iteration 5 lambda =  0.4770444 
## Iteration 6 lambda =  0.4770397 
## Iteration 7 lambda =  0.4770392 
## Iteration 8 lambda =  0.4770392 
## Iteration 1 lambda =  0.5184295 
## Iteration 2 lambda =  0.4702725 
## Iteration 3 lambda =  0.4654568 
## Iteration 4 lambda =  0.4649752 
## Iteration 5 lambda =  0.464927 
## Iteration 6 lambda =  0.4649222 
## Iteration 7 lambda =  0.4649217 
## Iteration 8 lambda =  0.4649217 
## Iteration 1 lambda =  0.5356091 
## Iteration 2 lambda =  0.48917 
## Iteration 3 lambda =  0.4845261 
## Iteration 4 lambda =  0.4840617 
## Iteration 5 lambda =  0.4840153 
## Iteration 6 lambda =  0.4840106 
## Iteration 7 lambda =  0.4840102 
## Iteration 8 lambda =  0.4840101 
## Iteration 1 lambda =  0.5366071 
## Iteration 2 lambda =  0.4902678 
## Iteration 3 lambda =  0.4856339 
## Iteration 4 lambda =  0.4851705 
## Iteration 5 lambda =  0.4851242 
## Iteration 6 lambda =  0.4851195 
## Iteration 7 lambda =  0.4851191 
## Iteration 8 lambda =  0.485119 
## Iteration 1 lambda =  0.580637 
## Iteration 2 lambda =  0.5387007 
## Iteration 3 lambda =  0.5345071 
## Iteration 4 lambda =  0.5340877 
## Iteration 5 lambda =  0.5340458 
## Iteration 6 lambda =  0.5340416 
## Iteration 7 lambda =  0.5340412 
## Iteration 8 lambda =  0.5340411 
## Iteration 1 lambda =  0.5467813 
## Iteration 2 lambda =  0.5014594 
## Iteration 3 lambda =  0.4969272 
## Iteration 4 lambda =  0.496474 
## Iteration 5 lambda =  0.4964287 
## Iteration 6 lambda =  0.4964242 
## Iteration 7 lambda =  0.4964237 
## Iteration 8 lambda =  0.4964237 
## Iteration 1 lambda =  0.5429461 
## Iteration 2 lambda =  0.4972407 
## Iteration 3 lambda =  0.4926702 
## Iteration 4 lambda =  0.4922131 
## Iteration 5 lambda =  0.4921674 
## Iteration 6 lambda =  0.4921628 
## Iteration 7 lambda =  0.4921624 
## Iteration 8 lambda =  0.4921623 
## Iteration 1 lambda =  0.5274367 
## Iteration 2 lambda =  0.4801803 
## Iteration 3 lambda =  0.4754547 
## Iteration 4 lambda =  0.4749821 
## Iteration 5 lambda =  0.4749349 
## Iteration 6 lambda =  0.4749302 
## Iteration 7 lambda =  0.4749297 
## Iteration 8 lambda =  0.4749296 
## Iteration 1 lambda =  0.5701292 
## Iteration 2 lambda =  0.5271421 
## Iteration 3 lambda =  0.5228434 
## Iteration 4 lambda =  0.5224136 
## Iteration 5 lambda =  0.5223706 
## Iteration 6 lambda =  0.5223663 
## Iteration 7 lambda =  0.5223658 
## Iteration 8 lambda =  0.5223658 
## Iteration 1 lambda =  0.4905037 
## Iteration 2 lambda =  0.4395541 
## Iteration 3 lambda =  0.4344591 
## Iteration 4 lambda =  0.4339496 
## Iteration 5 lambda =  0.4338987 
## Iteration 6 lambda =  0.4338936 
## Iteration 7 lambda =  0.4338931 
## Iteration 8 lambda =  0.433893 
## Iteration 1 lambda =  0.5165076 
## Iteration 2 lambda =  0.4681583 
## Iteration 3 lambda =  0.4633234 
## Iteration 4 lambda =  0.4628399 
## Iteration 5 lambda =  0.4627916 
## Iteration 6 lambda =  0.4627867 
## Iteration 7 lambda =  0.4627863 
## Iteration 8 lambda =  0.4627862 
## Iteration 1 lambda =  0.5314596 
## Iteration 2 lambda =  0.4846055 
## Iteration 3 lambda =  0.4799201 
## Iteration 4 lambda =  0.4794516 
## Iteration 5 lambda =  0.4794047 
## Iteration 6 lambda =  0.4794 
## Iteration 7 lambda =  0.4793996 
## Iteration 8 lambda =  0.4793995 
## Iteration 1 lambda =  0.4849069 
## Iteration 2 lambda =  0.4333976 
## Iteration 3 lambda =  0.4282467 
## Iteration 4 lambda =  0.4277316 
## Iteration 5 lambda =  0.4276801 
## Iteration 6 lambda =  0.4276749 
## Iteration 7 lambda =  0.4276744 
## Iteration 8 lambda =  0.4276744 
## Iteration 1 lambda =  0.5712317 
## Iteration 2 lambda =  0.5283548 
## Iteration 3 lambda =  0.5240672 
## Iteration 4 lambda =  0.5236384 
## Iteration 5 lambda =  0.5235955 
## Iteration 6 lambda =  0.5235912 
## Iteration 7 lambda =  0.5235908 
## Iteration 8 lambda =  0.5235907 
## Iteration 1 lambda =  0.5324311 
## Iteration 2 lambda =  0.4856742 
## Iteration 3 lambda =  0.4809985 
## Iteration 4 lambda =  0.480531 
## Iteration 5 lambda =  0.4804842 
## Iteration 6 lambda =  0.4804795 
## Iteration 7 lambda =  0.4804791 
## Iteration 8 lambda =  0.480479 
## Iteration 1 lambda =  0.451834 
## Iteration 2 lambda =  0.3970174 
## Iteration 3 lambda =  0.3915357 
## Iteration 4 lambda =  0.3909875 
## Iteration 5 lambda =  0.3909327 
## Iteration 6 lambda =  0.3909272 
## Iteration 7 lambda =  0.3909267 
## Iteration 8 lambda =  0.3909266 
## Iteration 1 lambda =  0.5841691 
## Iteration 2 lambda =  0.542586 
## Iteration 3 lambda =  0.5384277 
## Iteration 4 lambda =  0.5380119 
## Iteration 5 lambda =  0.5379703 
## Iteration 6 lambda =  0.5379662 
## Iteration 7 lambda =  0.5379657 
## Iteration 8 lambda =  0.5379657 
## Iteration 1 lambda =  0.5510259 
## Iteration 2 lambda =  0.5061284 
## Iteration 3 lambda =  0.5016387 
## Iteration 4 lambda =  0.5011897 
## Iteration 5 lambda =  0.5011448 
## Iteration 6 lambda =  0.5011403 
## Iteration 7 lambda =  0.5011399 
## Iteration 8 lambda =  0.5011399 
## Iteration 1 lambda =  0.5565237 
## Iteration 2 lambda =  0.5121761 
## Iteration 3 lambda =  0.5077413 
## Iteration 4 lambda =  0.5072979 
## Iteration 5 lambda =  0.5072535 
## Iteration 6 lambda =  0.5072491 
## Iteration 7 lambda =  0.5072486 
## Iteration 8 lambda =  0.5072486 
## Iteration 1 lambda =  0.5416525 
## Iteration 2 lambda =  0.4958177 
## Iteration 3 lambda =  0.4912342 
## Iteration 4 lambda =  0.4907759 
## Iteration 5 lambda =  0.49073 
## Iteration 6 lambda =  0.4907255 
## Iteration 7 lambda =  0.490725 
## Iteration 8 lambda =  0.490725 
## Iteration 1 lambda =  0.5856288 
## Iteration 2 lambda =  0.5441916 
## Iteration 3 lambda =  0.5400479 
## Iteration 4 lambda =  0.5396335 
## Iteration 5 lambda =  0.5395921 
## Iteration 6 lambda =  0.539588 
## Iteration 7 lambda =  0.5395875 
## Iteration 8 lambda =  0.5395875 
## Iteration 1 lambda =  0.5001958 
## Iteration 2 lambda =  0.4502153 
## Iteration 3 lambda =  0.4452173 
## Iteration 4 lambda =  0.4447175 
## Iteration 5 lambda =  0.4446675 
## Iteration 6 lambda =  0.4446625 
## Iteration 7 lambda =  0.444662 
## Iteration 8 lambda =  0.444662 
## Iteration 1 lambda =  0.5249468 
## Iteration 2 lambda =  0.4774415 
## Iteration 3 lambda =  0.472691 
## Iteration 4 lambda =  0.4722159 
## Iteration 5 lambda =  0.4721684 
## Iteration 6 lambda =  0.4721636 
## Iteration 7 lambda =  0.4721632 
## Iteration 8 lambda =  0.4721631 
## Iteration 1 lambda =  0.5634393 
## Iteration 2 lambda =  0.5197833 
## Iteration 3 lambda =  0.5154177 
## Iteration 4 lambda =  0.5149811 
## Iteration 5 lambda =  0.5149375 
## Iteration 6 lambda =  0.5149331 
## Iteration 7 lambda =  0.5149327 
## Iteration 8 lambda =  0.5149326 
## Iteration 1 lambda =  0.5346957 
## Iteration 2 lambda =  0.4881652 
## Iteration 3 lambda =  0.4835122 
## Iteration 4 lambda =  0.4830469 
## Iteration 5 lambda =  0.4830003 
## Iteration 6 lambda =  0.4829957 
## Iteration 7 lambda =  0.4829952 
## Iteration 8 lambda =  0.4829952 
## Iteration 1 lambda =  0.5339798 
## Iteration 2 lambda =  0.4873778 
## Iteration 3 lambda =  0.4827176 
## Iteration 4 lambda =  0.4822515 
## Iteration 5 lambda =  0.4822049 
## Iteration 6 lambda =  0.4822003 
## Iteration 7 lambda =  0.4821998 
## Iteration 8 lambda =  0.4821998 
## Iteration 1 lambda =  0.4840126 
## Iteration 2 lambda =  0.4324138 
## Iteration 3 lambda =  0.427254 
## Iteration 4 lambda =  0.426738 
## Iteration 5 lambda =  0.4266864 
## Iteration 6 lambda =  0.4266812 
## Iteration 7 lambda =  0.4266807 
## Iteration 8 lambda =  0.4266806 
## Iteration 1 lambda =  0.5061168 
## Iteration 2 lambda =  0.4567285 
## Iteration 3 lambda =  0.4517897 
## Iteration 4 lambda =  0.4512958 
## Iteration 5 lambda =  0.4512464 
## Iteration 6 lambda =  0.4512415 
## Iteration 7 lambda =  0.451241 
## Iteration 8 lambda =  0.4512409 
## Iteration 1 lambda =  0.548183 
## Iteration 2 lambda =  0.5030013 
## Iteration 3 lambda =  0.4984832 
## Iteration 4 lambda =  0.4980314 
## Iteration 5 lambda =  0.4979862 
## Iteration 6 lambda =  0.4979817 
## Iteration 7 lambda =  0.4979812 
## Iteration 8 lambda =  0.4979812 
## Iteration 1 lambda =  0.5610436 
## Iteration 2 lambda =  0.517148 
## Iteration 3 lambda =  0.5127584 
## Iteration 4 lambda =  0.5123194 
## Iteration 5 lambda =  0.5122755 
## Iteration 6 lambda =  0.5122712 
## Iteration 7 lambda =  0.5122707 
## Iteration 8 lambda =  0.5122707 
## Iteration 1 lambda =  0.5293286 
## Iteration 2 lambda =  0.4822615 
## Iteration 3 lambda =  0.4775547 
## Iteration 4 lambda =  0.4770841 
## Iteration 5 lambda =  0.477037 
## Iteration 6 lambda =  0.4770323 
## Iteration 7 lambda =  0.4770318 
## Iteration 8 lambda =  0.4770318 
## Iteration 1 lambda =  0.4941576 
## Iteration 2 lambda =  0.4435734 
## Iteration 3 lambda =  0.438515 
## Iteration 4 lambda =  0.4380091 
## Iteration 5 lambda =  0.4379585 
## Iteration 6 lambda =  0.4379535 
## Iteration 7 lambda =  0.437953 
## Iteration 8 lambda =  0.4379529 
## Iteration 1 lambda =  0.5345974 
## Iteration 2 lambda =  0.4880571 
## Iteration 3 lambda =  0.4834031 
## Iteration 4 lambda =  0.4829377 
## Iteration 5 lambda =  0.4828911 
## Iteration 6 lambda =  0.4828865 
## Iteration 7 lambda =  0.482886 
## Iteration 8 lambda =  0.482886 
## Iteration 1 lambda =  0.6067569 
## Iteration 2 lambda =  0.5674326 
## Iteration 3 lambda =  0.5635001 
## Iteration 4 lambda =  0.5631069 
## Iteration 5 lambda =  0.5630676 
## Iteration 6 lambda =  0.5630636 
## Iteration 7 lambda =  0.5630633 
## Iteration 8 lambda =  0.5630632 
## Iteration 1 lambda =  0.5470334 
## Iteration 2 lambda =  0.5017367 
## Iteration 3 lambda =  0.4972071 
## Iteration 4 lambda =  0.4967541 
## Iteration 5 lambda =  0.4967088 
## Iteration 6 lambda =  0.4967043 
## Iteration 7 lambda =  0.4967038 
## Iteration 8 lambda =  0.4967038 
## Iteration 1 lambda =  0.533458 
## Iteration 2 lambda =  0.4868038 
## Iteration 3 lambda =  0.4821384 
## Iteration 4 lambda =  0.4816719 
## Iteration 5 lambda =  0.4816252 
## Iteration 6 lambda =  0.4816205 
## Iteration 7 lambda =  0.4816201 
## Iteration 8 lambda =  0.48162 
## Iteration 1 lambda =  0.5337351 
## Iteration 2 lambda =  0.4871087 
## Iteration 3 lambda =  0.482446 
## Iteration 4 lambda =  0.4819797 
## Iteration 5 lambda =  0.4819331 
## Iteration 6 lambda =  0.4819284 
## Iteration 7 lambda =  0.481928 
## Iteration 8 lambda =  0.4819279 
## Iteration 1 lambda =  0.4911099 
## Iteration 2 lambda =  0.4402209 
## Iteration 3 lambda =  0.435132 
## Iteration 4 lambda =  0.4346231 
## Iteration 5 lambda =  0.4345722 
## Iteration 6 lambda =  0.4345671 
## Iteration 7 lambda =  0.4345666 
## Iteration 8 lambda =  0.4345666 
## Iteration 1 lambda =  0.5790887 
## Iteration 2 lambda =  0.5369976 
## Iteration 3 lambda =  0.5327885 
## Iteration 4 lambda =  0.5323675 
## Iteration 5 lambda =  0.5323255 
## Iteration 6 lambda =  0.5323212 
## Iteration 7 lambda =  0.5323208 
## Iteration 8 lambda =  0.5323208 
## Iteration 1 lambda =  0.546377 
## Iteration 2 lambda =  0.5010147 
## Iteration 3 lambda =  0.4964785 
## Iteration 4 lambda =  0.4960249 
## Iteration 5 lambda =  0.4959795 
## Iteration 6 lambda =  0.495975 
## Iteration 7 lambda =  0.4959745 
## Iteration 8 lambda =  0.4959745 
## Iteration 1 lambda =  0.4547847 
## Iteration 2 lambda =  0.4002631 
## Iteration 3 lambda =  0.394811 
## Iteration 4 lambda =  0.3942658 
## Iteration 5 lambda =  0.3942112 
## Iteration 6 lambda =  0.3942058 
## Iteration 7 lambda =  0.3942052 
## Iteration 8 lambda =  0.3942052 
## Iteration 1 lambda =  0.530412 
## Iteration 2 lambda =  0.4834532 
## Iteration 3 lambda =  0.4787573 
## Iteration 4 lambda =  0.4782878 
## Iteration 5 lambda =  0.4782408 
## Iteration 6 lambda =  0.4782361 
## Iteration 7 lambda =  0.4782356 
## Iteration 8 lambda =  0.4782356 
## Iteration 1 lambda =  0.526706 
## Iteration 2 lambda =  0.4793766 
## Iteration 3 lambda =  0.4746437 
## Iteration 4 lambda =  0.4741704 
## Iteration 5 lambda =  0.4741231 
## Iteration 6 lambda =  0.4741183 
## Iteration 7 lambda =  0.4741179 
## Iteration 8 lambda =  0.4741178 
## Iteration 1 lambda =  0.541195 
## Iteration 2 lambda =  0.4953145 
## Iteration 3 lambda =  0.4907264 
## Iteration 4 lambda =  0.4902676 
## Iteration 5 lambda =  0.4902218 
## Iteration 6 lambda =  0.4902172 
## Iteration 7 lambda =  0.4902167 
## Iteration 8 lambda =  0.4902167 
## Iteration 1 lambda =  0.5592114 
## Iteration 2 lambda =  0.5151325 
## Iteration 3 lambda =  0.5107246 
## Iteration 4 lambda =  0.5102838 
## Iteration 5 lambda =  0.5102398 
## Iteration 6 lambda =  0.5102354 
## Iteration 7 lambda =  0.5102349 
## Iteration 8 lambda =  0.5102349 
## Iteration 1 lambda =  0.5399786 
## Iteration 2 lambda =  0.4939765 
## Iteration 3 lambda =  0.4893763 
## Iteration 4 lambda =  0.4889162 
## Iteration 5 lambda =  0.4888702 
## Iteration 6 lambda =  0.4888656 
## Iteration 7 lambda =  0.4888652 
## Iteration 8 lambda =  0.4888651 
## Iteration 1 lambda =  0.5743095 
## Iteration 2 lambda =  0.5317404 
## Iteration 3 lambda =  0.5274835 
## Iteration 4 lambda =  0.5270578 
## Iteration 5 lambda =  0.5270152 
## Iteration 6 lambda =  0.527011 
## Iteration 7 lambda =  0.5270106 
## Iteration 8 lambda =  0.5270105 
## Iteration 1 lambda =  0.4913057 
## Iteration 2 lambda =  0.4404363 
## Iteration 3 lambda =  0.4353493 
## Iteration 4 lambda =  0.4348407 
## Iteration 5 lambda =  0.4347898 
## Iteration 6 lambda =  0.4347847 
## Iteration 7 lambda =  0.4347842 
## Iteration 8 lambda =  0.4347841 
## Iteration 1 lambda =  0.5743458 
## Iteration 2 lambda =  0.5317804 
## Iteration 3 lambda =  0.5275239 
## Iteration 4 lambda =  0.5270982 
## Iteration 5 lambda =  0.5270557 
## Iteration 6 lambda =  0.5270514 
## Iteration 7 lambda =  0.527051 
## Iteration 8 lambda =  0.5270509 
## Iteration 1 lambda =  0.494343 
## Iteration 2 lambda =  0.4437773 
## Iteration 3 lambda =  0.4387207 
## Iteration 4 lambda =  0.438215 
## Iteration 5 lambda =  0.4381645 
## Iteration 6 lambda =  0.4381594 
## Iteration 7 lambda =  0.4381589 
## Iteration 8 lambda =  0.4381589 
## Iteration 1 lambda =  0.5358186 
## Iteration 2 lambda =  0.4894004 
## Iteration 3 lambda =  0.4847586 
## Iteration 4 lambda =  0.4842944 
## Iteration 5 lambda =  0.484248 
## Iteration 6 lambda =  0.4842434 
## Iteration 7 lambda =  0.4842429 
## Iteration 8 lambda =  0.4842429 
## Iteration 1 lambda =  0.5295951 
## Iteration 2 lambda =  0.4825546 
## Iteration 3 lambda =  0.4778506 
## Iteration 4 lambda =  0.4773801 
## Iteration 5 lambda =  0.4773331 
## Iteration 6 lambda =  0.4773284 
## Iteration 7 lambda =  0.4773279 
## Iteration 8 lambda =  0.4773279 
## Iteration 1 lambda =  0.5196088 
## Iteration 2 lambda =  0.4715697 
## Iteration 3 lambda =  0.4667658 
## Iteration 4 lambda =  0.4662854 
## Iteration 5 lambda =  0.4662373 
## Iteration 6 lambda =  0.4662325 
## Iteration 7 lambda =  0.4662321 
## Iteration 8 lambda =  0.466232 
## Iteration 1 lambda =  0.5358039 
## Iteration 2 lambda =  0.4893842 
## Iteration 3 lambda =  0.4847423 
## Iteration 4 lambda =  0.4842781 
## Iteration 5 lambda =  0.4842317 
## Iteration 6 lambda =  0.484227 
## Iteration 7 lambda =  0.4842266 
## Iteration 8 lambda =  0.4842265 
## Iteration 1 lambda =  0.5675459 
## Iteration 2 lambda =  0.5243005 
## Iteration 3 lambda =  0.5199759 
## Iteration 4 lambda =  0.5195435 
## Iteration 5 lambda =  0.5195002 
## Iteration 6 lambda =  0.5194959 
## Iteration 7 lambda =  0.5194955 
## Iteration 8 lambda =  0.5194954 
## Iteration 1 lambda =  0.5268776 
## Iteration 2 lambda =  0.4795653 
## Iteration 3 lambda =  0.4748341 
## Iteration 4 lambda =  0.474361 
## Iteration 5 lambda =  0.4743137 
## Iteration 6 lambda =  0.4743089 
## Iteration 7 lambda =  0.4743085 
## Iteration 8 lambda =  0.4743084 
## Iteration 1 lambda =  0.5764381 
## Iteration 2 lambda =  0.5340819 
## Iteration 3 lambda =  0.5298463 
## Iteration 4 lambda =  0.5294227 
## Iteration 5 lambda =  0.5293804 
## Iteration 6 lambda =  0.5293762 
## Iteration 7 lambda =  0.5293757 
## Iteration 8 lambda =  0.5293757 
## Iteration 1 lambda =  0.6041238 
## Iteration 2 lambda =  0.5645362 
## Iteration 3 lambda =  0.5605775 
## Iteration 4 lambda =  0.5601816 
## Iteration 5 lambda =  0.560142 
## Iteration 6 lambda =  0.560138 
## Iteration 7 lambda =  0.5601377 
## Iteration 8 lambda =  0.5601376 
## Iteration 1 lambda =  0.534056 
## Iteration 2 lambda =  0.4874616 
## Iteration 3 lambda =  0.4828022 
## Iteration 4 lambda =  0.4823362 
## Iteration 5 lambda =  0.4822896 
## Iteration 6 lambda =  0.482285 
## Iteration 7 lambda =  0.4822845 
## Iteration 8 lambda =  0.4822845 
## Iteration 1 lambda =  0.601023 
## Iteration 2 lambda =  0.5611253 
## Iteration 3 lambda =  0.5571355 
## Iteration 4 lambda =  0.5567366 
## Iteration 5 lambda =  0.5566967 
## Iteration 6 lambda =  0.5566927 
## Iteration 7 lambda =  0.5566923 
## Iteration 8 lambda =  0.5566922 
## Iteration 1 lambda =  0.5310239 
## Iteration 2 lambda =  0.4841263 
## Iteration 3 lambda =  0.4794365 
## Iteration 4 lambda =  0.4789676 
## Iteration 5 lambda =  0.4789207 
## Iteration 6 lambda =  0.478916 
## Iteration 7 lambda =  0.4789155 
## Iteration 8 lambda =  0.4789155 
## Iteration 1 lambda =  0.4446358 
## Iteration 2 lambda =  0.3890994 
## Iteration 3 lambda =  0.3835458 
## Iteration 4 lambda =  0.3829904 
## Iteration 5 lambda =  0.3829349 
## Iteration 6 lambda =  0.3829293 
## Iteration 7 lambda =  0.3829288 
## Iteration 8 lambda =  0.3829287 
## Iteration 1 lambda =  0.5935583 
## Iteration 2 lambda =  0.5529141 
## Iteration 3 lambda =  0.5488497 
## Iteration 4 lambda =  0.5484433 
## Iteration 5 lambda =  0.5484026 
## Iteration 6 lambda =  0.5483986 
## Iteration 7 lambda =  0.5483982 
## Iteration 8 lambda =  0.5483981 
## Iteration 1 lambda =  0.5234769 
## Iteration 2 lambda =  0.4758245 
## Iteration 3 lambda =  0.4710593 
## Iteration 4 lambda =  0.4705828 
## Iteration 5 lambda =  0.4705351 
## Iteration 6 lambda =  0.4705304 
## Iteration 7 lambda =  0.4705299 
## Iteration 8 lambda =  0.4705298 
## Iteration 1 lambda =  0.5092185 
## Iteration 2 lambda =  0.4601404 
## Iteration 3 lambda =  0.4552326 
## Iteration 4 lambda =  0.4547418 
## Iteration 5 lambda =  0.4546927 
## Iteration 6 lambda =  0.4546878 
## Iteration 7 lambda =  0.4546873 
## Iteration 8 lambda =  0.4546873 
## Iteration 1 lambda =  0.5667705 
## Iteration 2 lambda =  0.5234475 
## Iteration 3 lambda =  0.5191152 
## Iteration 4 lambda =  0.518682 
## Iteration 5 lambda =  0.5186387 
## Iteration 6 lambda =  0.5186344 
## Iteration 7 lambda =  0.5186339 
## Iteration 8 lambda =  0.5186339 
## Iteration 1 lambda =  0.5639451 
## Iteration 2 lambda =  0.5203396 
## Iteration 3 lambda =  0.515979 
## Iteration 4 lambda =  0.515543 
## Iteration 5 lambda =  0.5154994 
## Iteration 6 lambda =  0.515495 
## Iteration 7 lambda =  0.5154946 
## Iteration 8 lambda =  0.5154945 
## Iteration 1 lambda =  0.5639104 
## Iteration 2 lambda =  0.5203014 
## Iteration 3 lambda =  0.5159405 
## Iteration 4 lambda =  0.5155044 
## Iteration 5 lambda =  0.5154608 
## Iteration 6 lambda =  0.5154565 
## Iteration 7 lambda =  0.515456 
## Iteration 8 lambda =  0.515456 
## Iteration 1 lambda =  0.5110151 
## Iteration 2 lambda =  0.4621166 
## Iteration 3 lambda =  0.4572267 
## Iteration 4 lambda =  0.4567377 
## Iteration 5 lambda =  0.4566888 
## Iteration 6 lambda =  0.4566839 
## Iteration 7 lambda =  0.4566835 
## Iteration 8 lambda =  0.4566834 
## Iteration 1 lambda =  0.5282703 
## Iteration 2 lambda =  0.4810974 
## Iteration 3 lambda =  0.4763801 
## Iteration 4 lambda =  0.4759084 
## Iteration 5 lambda =  0.4758612 
## Iteration 6 lambda =  0.4758565 
## Iteration 7 lambda =  0.475856 
## Iteration 8 lambda =  0.4758559 
## Iteration 1 lambda =  0.4844473 
## Iteration 2 lambda =  0.432892 
## Iteration 3 lambda =  0.4277365 
## Iteration 4 lambda =  0.4272209 
## Iteration 5 lambda =  0.4271694 
## Iteration 6 lambda =  0.4271642 
## Iteration 7 lambda =  0.4271637 
## Iteration 8 lambda =  0.4271636 
## Iteration 1 lambda =  0.5458223 
## Iteration 2 lambda =  0.5004045 
## Iteration 3 lambda =  0.4958627 
## Iteration 4 lambda =  0.4954086 
## Iteration 5 lambda =  0.4953632 
## Iteration 6 lambda =  0.4953586 
## Iteration 7 lambda =  0.4953582 
## Iteration 8 lambda =  0.4953581 
## Iteration 1 lambda =  0.5073348 
## Iteration 2 lambda =  0.4580683 
## Iteration 3 lambda =  0.4531417 
## Iteration 4 lambda =  0.452649 
## Iteration 5 lambda =  0.4525998 
## Iteration 6 lambda =  0.4525948 
## Iteration 7 lambda =  0.4525943 
## Iteration 8 lambda =  0.4525943 
## Iteration 1 lambda =  0.5991896 
## Iteration 2 lambda =  0.5591085 
## Iteration 3 lambda =  0.5551004 
## Iteration 4 lambda =  0.5546996 
## Iteration 5 lambda =  0.5546595 
## Iteration 6 lambda =  0.5546555 
## Iteration 7 lambda =  0.5546551 
## Iteration 8 lambda =  0.5546551 
## Iteration 1 lambda =  0.5991825 
## Iteration 2 lambda =  0.5591008 
## Iteration 3 lambda =  0.5550926 
## Iteration 4 lambda =  0.5546918 
## Iteration 5 lambda =  0.5546517 
## Iteration 6 lambda =  0.5546477 
## Iteration 7 lambda =  0.5546473 
## Iteration 8 lambda =  0.5546473 
## Iteration 1 lambda =  0.5772368 
## Iteration 2 lambda =  0.5349605 
## Iteration 3 lambda =  0.5307329 
## Iteration 4 lambda =  0.5303101 
## Iteration 5 lambda =  0.5302678 
## Iteration 6 lambda =  0.5302636 
## Iteration 7 lambda =  0.5302632 
## Iteration 8 lambda =  0.5302632 
## Iteration 1 lambda =  0.6346444 
## Iteration 2 lambda =  0.5981088 
## Iteration 3 lambda =  0.5944553 
## Iteration 4 lambda =  0.5940899 
## Iteration 5 lambda =  0.5940534 
## Iteration 6 lambda =  0.5940497 
## Iteration 7 lambda =  0.5940494 
## Iteration 8 lambda =  0.5940493 
## Iteration 1 lambda =  0.519145 
## Iteration 2 lambda =  0.4710595 
## Iteration 3 lambda =  0.466251 
## Iteration 4 lambda =  0.4657701 
## Iteration 5 lambda =  0.465722 
## Iteration 6 lambda =  0.4657172 
## Iteration 7 lambda =  0.4657167 
## Iteration 8 lambda =  0.4657167 
## Iteration 1 lambda =  0.5597393 
## Iteration 2 lambda =  0.5157132 
## Iteration 3 lambda =  0.5113106 
## Iteration 4 lambda =  0.5108703 
## Iteration 5 lambda =  0.5108263 
## Iteration 6 lambda =  0.5108219 
## Iteration 7 lambda =  0.5108214 
## Iteration 8 lambda =  0.5108214 
## Iteration 1 lambda =  0.5271093 
## Iteration 2 lambda =  0.4798202 
## Iteration 3 lambda =  0.4750913 
## Iteration 4 lambda =  0.4746184 
## Iteration 5 lambda =  0.4745712 
## Iteration 6 lambda =  0.4745664 
## Iteration 7 lambda =  0.474566 
## Iteration 8 lambda =  0.4745659 
## Iteration 1 lambda =  0.5193821 
## Iteration 2 lambda =  0.4713203 
## Iteration 3 lambda =  0.4665141 
## Iteration 4 lambda =  0.4660335 
## Iteration 5 lambda =  0.4659854 
## Iteration 6 lambda =  0.4659806 
## Iteration 7 lambda =  0.4659801 
## Iteration 8 lambda =  0.4659801 
## Iteration 1 lambda =  0.5471438 
## Iteration 2 lambda =  0.5018581 
## Iteration 3 lambda =  0.4973296 
## Iteration 4 lambda =  0.4968767 
## Iteration 5 lambda =  0.4968314 
## Iteration 6 lambda =  0.4968269 
## Iteration 7 lambda =  0.4968265 
## Iteration 8 lambda =  0.4968264 
## Iteration 1 lambda =  0.5803482 
## Iteration 2 lambda =  0.5383831 
## Iteration 3 lambda =  0.5341865 
## Iteration 4 lambda =  0.5337669 
## Iteration 5 lambda =  0.5337249 
## Iteration 6 lambda =  0.5337207 
## Iteration 7 lambda =  0.5337203 
## Iteration 8 lambda =  0.5337203 
## Iteration 1 lambda =  0.5061069 
## Iteration 2 lambda =  0.4567176 
## Iteration 3 lambda =  0.4517786 
## Iteration 4 lambda =  0.4512848 
## Iteration 5 lambda =  0.4512354 
## Iteration 6 lambda =  0.4512304 
## Iteration 7 lambda =  0.4512299 
## Iteration 8 lambda =  0.4512299 
## Iteration 1 lambda =  0.5533668 
## Iteration 2 lambda =  0.5087035 
## Iteration 3 lambda =  0.5042371 
## Iteration 4 lambda =  0.5037905 
## Iteration 5 lambda =  0.5037458 
## Iteration 6 lambda =  0.5037414 
## Iteration 7 lambda =  0.5037409 
## Iteration 8 lambda =  0.5037409 
## Iteration 1 lambda =  0.6462153 
## Iteration 2 lambda =  0.6108368 
## Iteration 3 lambda =  0.607299 
## Iteration 4 lambda =  0.6069452 
## Iteration 5 lambda =  0.6069098 
## Iteration 6 lambda =  0.6069063 
## Iteration 7 lambda =  0.6069059 
## Iteration 8 lambda =  0.6069059 
## Iteration 1 lambda =  0.5132787 
## Iteration 2 lambda =  0.4646066 
## Iteration 3 lambda =  0.4597394 
## Iteration 4 lambda =  0.4592527 
## Iteration 5 lambda =  0.459204 
## Iteration 6 lambda =  0.4591991 
## Iteration 7 lambda =  0.4591986 
## Iteration 8 lambda =  0.4591986 
## Iteration 1 lambda =  0.6157319 
## Iteration 2 lambda =  0.5773051 
## Iteration 3 lambda =  0.5734624 
## Iteration 4 lambda =  0.5730781 
## Iteration 5 lambda =  0.5730397 
## Iteration 6 lambda =  0.5730358 
## Iteration 7 lambda =  0.5730355 
## Iteration 8 lambda =  0.5730354 
## Iteration 1 lambda =  0.5374659 
## Iteration 2 lambda =  0.4912125 
## Iteration 3 lambda =  0.4865872 
## Iteration 4 lambda =  0.4861246 
## Iteration 5 lambda =  0.4860784 
## Iteration 6 lambda =  0.4860737 
## Iteration 7 lambda =  0.4860733 
## Iteration 8 lambda =  0.4860732 
## Iteration 1 lambda =  0.5179005 
## Iteration 2 lambda =  0.4696905 
## Iteration 3 lambda =  0.4648695 
## Iteration 4 lambda =  0.4643874 
## Iteration 5 lambda =  0.4643392 
## Iteration 6 lambda =  0.4643344 
## Iteration 7 lambda =  0.4643339 
## Iteration 8 lambda =  0.4643338 
## Iteration 1 lambda =  0.5614497 
## Iteration 2 lambda =  0.5175946 
## Iteration 3 lambda =  0.5132091 
## Iteration 4 lambda =  0.5127706 
## Iteration 5 lambda =  0.5127267 
## Iteration 6 lambda =  0.5127223 
## Iteration 7 lambda =  0.5127219 
## Iteration 8 lambda =  0.5127218 
## Iteration 1 lambda =  0.546022 
## Iteration 2 lambda =  0.5006242 
## Iteration 3 lambda =  0.4960844 
## Iteration 4 lambda =  0.4956304 
## Iteration 5 lambda =  0.495585 
## Iteration 6 lambda =  0.4955805 
## Iteration 7 lambda =  0.49558 
## Iteration 8 lambda =  0.49558 
## Iteration 1 lambda =  0.5439044 
## Iteration 2 lambda =  0.4982949 
## Iteration 3 lambda =  0.4937339 
## Iteration 4 lambda =  0.4932778 
## Iteration 5 lambda =  0.4932322 
## Iteration 6 lambda =  0.4932277 
## Iteration 7 lambda =  0.4932272 
## Iteration 8 lambda =  0.4932272 
## Iteration 1 lambda =  0.5125469 
## Iteration 2 lambda =  0.4638016 
## Iteration 3 lambda =  0.4589271 
## Iteration 4 lambda =  0.4584396 
## Iteration 5 lambda =  0.4583909 
## Iteration 6 lambda =  0.458386 
## Iteration 7 lambda =  0.4583855 
## Iteration 8 lambda =  0.4583854 
## Iteration 1 lambda =  0.505759 
## Iteration 2 lambda =  0.4563349 
## Iteration 3 lambda =  0.4513925 
## Iteration 4 lambda =  0.4508983 
## Iteration 5 lambda =  0.4508488 
## Iteration 6 lambda =  0.4508439 
## Iteration 7 lambda =  0.4508434 
## Iteration 8 lambda =  0.4508433 
## Iteration 1 lambda =  0.5038621 
## Iteration 2 lambda =  0.4542483 
## Iteration 3 lambda =  0.449287 
## Iteration 4 lambda =  0.4487908 
## Iteration 5 lambda =  0.4487412 
## Iteration 6 lambda =  0.4487363 
## Iteration 7 lambda =  0.4487358 
## Iteration 8 lambda =  0.4487357 
## Iteration 1 lambda =  0.525078 
## Iteration 2 lambda =  0.4775858 
## Iteration 3 lambda =  0.4728366 
## Iteration 4 lambda =  0.4723617 
## Iteration 5 lambda =  0.4723142 
## Iteration 6 lambda =  0.4723094 
## Iteration 7 lambda =  0.472309 
## Iteration 8 lambda =  0.4723089 
## Iteration 1 lambda =  0.5177909 
## Iteration 2 lambda =  0.4695699 
## Iteration 3 lambda =  0.4647479 
## Iteration 4 lambda =  0.4642656 
## Iteration 5 lambda =  0.4642174 
## Iteration 6 lambda =  0.4642126 
## Iteration 7 lambda =  0.4642121 
## Iteration 8 lambda =  0.4642121 
## Iteration 1 lambda =  0.5053922 
## Iteration 2 lambda =  0.4559314 
## Iteration 3 lambda =  0.4509854 
## Iteration 4 lambda =  0.4504908 
## Iteration 5 lambda =  0.4504413 
## Iteration 6 lambda =  0.4504363 
## Iteration 7 lambda =  0.4504359 
## Iteration 8 lambda =  0.4504358 
## Iteration 1 lambda =  0.5243556 
## Iteration 2 lambda =  0.4767912 
## Iteration 3 lambda =  0.4720347 
## Iteration 4 lambda =  0.4715591 
## Iteration 5 lambda =  0.4715115 
## Iteration 6 lambda =  0.4715068 
## Iteration 7 lambda =  0.4715063 
## Iteration 8 lambda =  0.4715062 
## Iteration 1 lambda =  0.5226212 
## Iteration 2 lambda =  0.4748833 
## Iteration 3 lambda =  0.4701095 
## Iteration 4 lambda =  0.4696322 
## Iteration 5 lambda =  0.4695844 
## Iteration 6 lambda =  0.4695797 
## Iteration 7 lambda =  0.4695792 
## Iteration 8 lambda =  0.4695791 
## Iteration 1 lambda =  0.5026803 
## Iteration 2 lambda =  0.4529483 
## Iteration 3 lambda =  0.4479751 
## Iteration 4 lambda =  0.4474778 
## Iteration 5 lambda =  0.4474281 
## Iteration 6 lambda =  0.4474231 
## Iteration 7 lambda =  0.4474226 
## Iteration 8 lambda =  0.4474225 
## Iteration 1 lambda =  0.3950786 
## Iteration 2 lambda =  0.2740944 
## Iteration 3 lambda =  0.2498975 
## Iteration 4 lambda =  0.2450581 
## Iteration 5 lambda =  0.2440903 
## Iteration 6 lambda =  0.2438967 
## Iteration 7 lambda =  0.243858 
## Iteration 8 lambda =  0.2438502 
## Iteration 9 lambda =  0.2438487 
## Iteration 10 lambda =  0.2438484 
## Iteration 11 lambda =  0.2438483 
## Iteration 1 lambda =  0.3713034 
## Iteration 2 lambda =  0.2455641 
## Iteration 3 lambda =  0.2204162 
## Iteration 4 lambda =  0.2153866 
## Iteration 5 lambda =  0.2143807 
## Iteration 6 lambda =  0.2141795 
## Iteration 7 lambda =  0.2141393 
## Iteration 8 lambda =  0.2141312 
## Iteration 9 lambda =  0.2141296 
## Iteration 10 lambda =  0.2141293 
## Iteration 11 lambda =  0.2141292 
## Iteration 1 lambda =  0.3832604 
## Iteration 2 lambda =  0.2599124 
## Iteration 3 lambda =  0.2352429 
## Iteration 4 lambda =  0.2303089 
## Iteration 5 lambda =  0.2293222 
## Iteration 6 lambda =  0.2291248 
## Iteration 7 lambda =  0.2290853 
## Iteration 8 lambda =  0.2290774 
## Iteration 9 lambda =  0.2290759 
## Iteration 10 lambda =  0.2290755 
## Iteration 11 lambda =  0.2290755 
## Iteration 1 lambda =  0.3592432 
## Iteration 2 lambda =  0.2310919 
## Iteration 3 lambda =  0.2054616 
## Iteration 4 lambda =  0.2003355 
## Iteration 5 lambda =  0.1993103 
## Iteration 6 lambda =  0.1991053 
## Iteration 7 lambda =  0.1990643 
## Iteration 8 lambda =  0.1990561 
## Iteration 9 lambda =  0.1990544 
## Iteration 10 lambda =  0.1990541 
## Iteration 11 lambda =  0.199054 
## Iteration 1 lambda =  0.3574238 
## Iteration 2 lambda =  0.2289086 
## Iteration 3 lambda =  0.2032056 
## Iteration 4 lambda =  0.198065 
## Iteration 5 lambda =  0.1970368 
## Iteration 6 lambda =  0.1968312 
## Iteration 7 lambda =  0.1967901 
## Iteration 8 lambda =  0.1967819 
## Iteration 9 lambda =  0.1967802 
## Iteration 10 lambda =  0.1967799 
## Iteration 11 lambda =  0.1967798 
## Iteration 1 lambda =  0.3467904 
## Iteration 2 lambda =  0.2161485 
## Iteration 3 lambda =  0.1900201 
## Iteration 4 lambda =  0.1847944 
## Iteration 5 lambda =  0.1837493 
## Iteration 6 lambda =  0.1835403 
## Iteration 7 lambda =  0.1834984 
## Iteration 8 lambda =  0.1834901 
## Iteration 9 lambda =  0.1834884 
## Iteration 10 lambda =  0.1834881 
## Iteration 11 lambda =  0.183488 
## Iteration 1 lambda =  0.3317044 
## Iteration 2 lambda =  0.1980452 
## Iteration 3 lambda =  0.1713134 
## Iteration 4 lambda =  0.165967 
## Iteration 5 lambda =  0.1648978 
## Iteration 6 lambda =  0.1646839 
## Iteration 7 lambda =  0.1646411 
## Iteration 8 lambda =  0.1646326 
## Iteration 9 lambda =  0.1646309 
## Iteration 10 lambda =  0.1646305 
## Iteration 11 lambda =  0.1646305 
## Iteration 1 lambda =  0.3750828 
## Iteration 2 lambda =  0.2500993 
## Iteration 3 lambda =  0.2251026 
## Iteration 4 lambda =  0.2201033 
## Iteration 5 lambda =  0.2191034 
## Iteration 6 lambda =  0.2189034 
## Iteration 7 lambda =  0.2188634 
## Iteration 8 lambda =  0.2188554 
## Iteration 9 lambda =  0.2188538 
## Iteration 10 lambda =  0.2188535 
## Iteration 11 lambda =  0.2188535 
## Iteration 1 lambda =  0.3677465 
## Iteration 2 lambda =  0.2412958 
## Iteration 3 lambda =  0.2160057 
## Iteration 4 lambda =  0.2109477 
## Iteration 5 lambda =  0.209936 
## Iteration 6 lambda =  0.2097337 
## Iteration 7 lambda =  0.2096933 
## Iteration 8 lambda =  0.2096852 
## Iteration 9 lambda =  0.2096836 
## Iteration 10 lambda =  0.2096832 
## Iteration 11 lambda =  0.2096832 
## Iteration 1 lambda =  0.3903555 
## Iteration 2 lambda =  0.2684267 
## Iteration 3 lambda =  0.2440409 
## Iteration 4 lambda =  0.2391637 
## Iteration 5 lambda =  0.2381883 
## Iteration 6 lambda =  0.2379932 
## Iteration 7 lambda =  0.2379542 
## Iteration 8 lambda =  0.2379464 
## Iteration 9 lambda =  0.2379448 
## Iteration 10 lambda =  0.2379445 
## Iteration 11 lambda =  0.2379444 
## Iteration 1 lambda =  0.3862542 
## Iteration 2 lambda =  0.263505 
## Iteration 3 lambda =  0.2389552 
## Iteration 4 lambda =  0.2340452 
## Iteration 5 lambda =  0.2330633 
## Iteration 6 lambda =  0.2328669 
## Iteration 7 lambda =  0.2328276 
## Iteration 8 lambda =  0.2328197 
## Iteration 9 lambda =  0.2328181 
## Iteration 10 lambda =  0.2328178 
## Iteration 11 lambda =  0.2328178 
## Iteration 1 lambda =  0.3505686 
## Iteration 2 lambda =  0.2206823 
## Iteration 3 lambda =  0.194705 
## Iteration 4 lambda =  0.1895096 
## Iteration 5 lambda =  0.1884705 
## Iteration 6 lambda =  0.1882626 
## Iteration 7 lambda =  0.1882211 
## Iteration 8 lambda =  0.1882128 
## Iteration 9 lambda =  0.1882111 
## Iteration 10 lambda =  0.1882108 
## Iteration 11 lambda =  0.1882107 
## Iteration 1 lambda =  0.3669716 
## Iteration 2 lambda =  0.2403659 
## Iteration 3 lambda =  0.2150447 
## Iteration 4 lambda =  0.2099805 
## Iteration 5 lambda =  0.2089677 
## Iteration 6 lambda =  0.2087651 
## Iteration 7 lambda =  0.2087246 
## Iteration 8 lambda =  0.2087165 
## Iteration 9 lambda =  0.2087149 
## Iteration 10 lambda =  0.2087145 
## Iteration 11 lambda =  0.2087145 
## Iteration 1 lambda =  0.3945033 
## Iteration 2 lambda =  0.273404 
## Iteration 3 lambda =  0.2491841 
## Iteration 4 lambda =  0.2443402 
## Iteration 5 lambda =  0.2433714 
## Iteration 6 lambda =  0.2431776 
## Iteration 7 lambda =  0.2431389 
## Iteration 8 lambda =  0.2431311 
## Iteration 9 lambda =  0.2431295 
## Iteration 10 lambda =  0.2431292 
## Iteration 11 lambda =  0.2431292 
## Iteration 1 lambda =  0.3642359 
## Iteration 2 lambda =  0.2370831 
## Iteration 3 lambda =  0.2116526 
## Iteration 4 lambda =  0.2065664 
## Iteration 5 lambda =  0.2055492 
## Iteration 6 lambda =  0.2053458 
## Iteration 7 lambda =  0.2053051 
## Iteration 8 lambda =  0.205297 
## Iteration 9 lambda =  0.2052953 
## Iteration 10 lambda =  0.205295 
## Iteration 11 lambda =  0.2052949 
## Iteration 1 lambda =  0.3996943 
## Iteration 2 lambda =  0.2796331 
## Iteration 3 lambda =  0.2556209 
## Iteration 4 lambda =  0.2508184 
## Iteration 5 lambda =  0.2498579 
## Iteration 6 lambda =  0.2496658 
## Iteration 7 lambda =  0.2496274 
## Iteration 8 lambda =  0.2496197 
## Iteration 9 lambda =  0.2496182 
## Iteration 10 lambda =  0.2496179 
## Iteration 11 lambda =  0.2496178 
## Iteration 1 lambda =  0.3271762 
## Iteration 2 lambda =  0.1926115 
## Iteration 3 lambda =  0.1656985 
## Iteration 4 lambda =  0.1603159 
## Iteration 5 lambda =  0.1592394 
## Iteration 6 lambda =  0.1590241 
## Iteration 7 lambda =  0.158981 
## Iteration 8 lambda =  0.1589724 
## Iteration 9 lambda =  0.1589707 
## Iteration 10 lambda =  0.1589704 
## Iteration 11 lambda =  0.1589703 
## Iteration 1 lambda =  0.352168 
## Iteration 2 lambda =  0.2226016 
## Iteration 3 lambda =  0.1966883 
## Iteration 4 lambda =  0.1915057 
## Iteration 5 lambda =  0.1904691 
## Iteration 6 lambda =  0.1902618 
## Iteration 7 lambda =  0.1902204 
## Iteration 8 lambda =  0.1902121 
## Iteration 9 lambda =  0.1902104 
## Iteration 10 lambda =  0.1902101 
## Iteration 11 lambda =  0.19021 
## Iteration 1 lambda =  0.3525033 
## Iteration 2 lambda =  0.2230039 
## Iteration 3 lambda =  0.197104 
## Iteration 4 lambda =  0.1919241 
## Iteration 5 lambda =  0.1908881 
## Iteration 6 lambda =  0.1906809 
## Iteration 7 lambda =  0.1906394 
## Iteration 8 lambda =  0.1906311 
## Iteration 9 lambda =  0.1906295 
## Iteration 10 lambda =  0.1906291 
## Iteration 11 lambda =  0.1906291 
## Iteration 1 lambda =  0.332151 
## Iteration 2 lambda =  0.1985812 
## Iteration 3 lambda =  0.1718673 
## Iteration 4 lambda =  0.1665245 
## Iteration 5 lambda =  0.1654559 
## Iteration 6 lambda =  0.1652422 
## Iteration 7 lambda =  0.1651995 
## Iteration 8 lambda =  0.1651909 
## Iteration 9 lambda =  0.1651892 
## Iteration 10 lambda =  0.1651889 
## Iteration 11 lambda =  0.1651888 
## Iteration 1 lambda =  0.3765064 
## Iteration 2 lambda =  0.2518077 
## Iteration 3 lambda =  0.2268679 
## Iteration 4 lambda =  0.22188 
## Iteration 5 lambda =  0.2208824 
## Iteration 6 lambda =  0.2206829 
## Iteration 7 lambda =  0.220643 
## Iteration 8 lambda =  0.220635 
## Iteration 9 lambda =  0.2206334 
## Iteration 10 lambda =  0.2206331 
## Iteration 11 lambda =  0.220633 
## Iteration 1 lambda =  0.3339742 
## Iteration 2 lambda =  0.200769 
## Iteration 3 lambda =  0.174128 
## Iteration 4 lambda =  0.1687998 
## Iteration 5 lambda =  0.1677342 
## Iteration 6 lambda =  0.167521 
## Iteration 7 lambda =  0.1674784 
## Iteration 8 lambda =  0.1674699 
## Iteration 9 lambda =  0.1674682 
## Iteration 10 lambda =  0.1674678 
## Iteration 11 lambda =  0.1674678 
## Iteration 1 lambda =  0.4141901 
## Iteration 2 lambda =  0.2970281 
## Iteration 3 lambda =  0.2735958 
## Iteration 4 lambda =  0.2689093 
## Iteration 5 lambda =  0.267972 
## Iteration 6 lambda =  0.2677845 
## Iteration 7 lambda =  0.267747 
## Iteration 8 lambda =  0.2677395 
## Iteration 9 lambda =  0.267738 
## Iteration 10 lambda =  0.2677377 
## Iteration 11 lambda =  0.2677377 
## Iteration 1 lambda =  0.3546892 
## Iteration 2 lambda =  0.225627 
## Iteration 3 lambda =  0.1998146 
## Iteration 4 lambda =  0.1946521 
## Iteration 5 lambda =  0.1936196 
## Iteration 6 lambda =  0.1934131 
## Iteration 7 lambda =  0.1933718 
## Iteration 8 lambda =  0.1933636 
## Iteration 9 lambda =  0.1933619 
## Iteration 10 lambda =  0.1933616 
## Iteration 11 lambda =  0.1933615 
## Iteration 1 lambda =  0.3830437 
## Iteration 2 lambda =  0.2596524 
## Iteration 3 lambda =  0.2349741 
## Iteration 4 lambda =  0.2300385 
## Iteration 5 lambda =  0.2290514 
## Iteration 6 lambda =  0.2288539 
## Iteration 7 lambda =  0.2288144 
## Iteration 8 lambda =  0.2288065 
## Iteration 9 lambda =  0.228805 
## Iteration 10 lambda =  0.2288047 
## Iteration 11 lambda =  0.2288046 
## Iteration 1 lambda =  0.3654808 
## Iteration 2 lambda =  0.238577 
## Iteration 3 lambda =  0.2131962 
## Iteration 4 lambda =  0.2081201 
## Iteration 5 lambda =  0.2071048 
## Iteration 6 lambda =  0.2069018 
## Iteration 7 lambda =  0.2068612 
## Iteration 8 lambda =  0.2068531 
## Iteration 9 lambda =  0.2068514 
## Iteration 10 lambda =  0.2068511 
## Iteration 11 lambda =  0.206851 
## Iteration 1 lambda =  0.3500921 
## Iteration 2 lambda =  0.2201105 
## Iteration 3 lambda =  0.1941142 
## Iteration 4 lambda =  0.188915 
## Iteration 5 lambda =  0.1878751 
## Iteration 6 lambda =  0.1876671 
## Iteration 7 lambda =  0.1876255 
## Iteration 8 lambda =  0.1876172 
## Iteration 9 lambda =  0.1876156 
## Iteration 10 lambda =  0.1876152 
## Iteration 11 lambda =  0.1876152 
## Iteration 1 lambda =  0.370804 
## Iteration 2 lambda =  0.2449648 
## Iteration 3 lambda =  0.2197969 
## Iteration 4 lambda =  0.2147634 
## Iteration 5 lambda =  0.2137567 
## Iteration 6 lambda =  0.2135553 
## Iteration 7 lambda =  0.213515 
## Iteration 8 lambda =  0.213507 
## Iteration 9 lambda =  0.2135054 
## Iteration 10 lambda =  0.2135051 
## Iteration 11 lambda =  0.213505 
## Iteration 1 lambda =  0.3497293 
## Iteration 2 lambda =  0.2196751 
## Iteration 3 lambda =  0.1936643 
## Iteration 4 lambda =  0.1884621 
## Iteration 5 lambda =  0.1874217 
## Iteration 6 lambda =  0.1872136 
## Iteration 7 lambda =  0.187172 
## Iteration 8 lambda =  0.1871637 
## Iteration 9 lambda =  0.187162 
## Iteration 10 lambda =  0.1871617 
## Iteration 11 lambda =  0.1871616 
## Iteration 1 lambda =  0.3370044 
## Iteration 2 lambda =  0.2044053 
## Iteration 3 lambda =  0.1778855 
## Iteration 4 lambda =  0.1725815 
## Iteration 5 lambda =  0.1715207 
## Iteration 6 lambda =  0.1713086 
## Iteration 7 lambda =  0.1712662 
## Iteration 8 lambda =  0.1712577 
## Iteration 9 lambda =  0.171256 
## Iteration 10 lambda =  0.1712556 
## Iteration 11 lambda =  0.1712556 
## Iteration 1 lambda =  0.3659441 
## Iteration 2 lambda =  0.2391329 
## Iteration 3 lambda =  0.2137707 
## Iteration 4 lambda =  0.2086982 
## Iteration 5 lambda =  0.2076837 
## Iteration 6 lambda =  0.2074808 
## Iteration 7 lambda =  0.2074403 
## Iteration 8 lambda =  0.2074321 
## Iteration 9 lambda =  0.2074305 
## Iteration 10 lambda =  0.2074302 
## Iteration 11 lambda =  0.2074301 
## Iteration 1 lambda =  0.3696029 
## Iteration 2 lambda =  0.2435235 
## Iteration 3 lambda =  0.2183076 
## Iteration 4 lambda =  0.2132645 
## Iteration 5 lambda =  0.2122558 
## Iteration 6 lambda =  0.2120541 
## Iteration 7 lambda =  0.2120138 
## Iteration 8 lambda =  0.2120057 
## Iteration 9 lambda =  0.2120041 
## Iteration 10 lambda =  0.2120038 
## Iteration 11 lambda =  0.2120037 
## Iteration 1 lambda =  0.3562575 
## Iteration 2 lambda =  0.227509 
## Iteration 3 lambda =  0.2017593 
## Iteration 4 lambda =  0.1966093 
## Iteration 5 lambda =  0.1955794 
## Iteration 6 lambda =  0.1953734 
## Iteration 7 lambda =  0.1953322 
## Iteration 8 lambda =  0.1953239 
## Iteration 9 lambda =  0.1953223 
## Iteration 10 lambda =  0.1953219 
## Iteration 11 lambda =  0.1953219 
## Iteration 1 lambda =  0.394816 
## Iteration 2 lambda =  0.2737792 
## Iteration 3 lambda =  0.2495718 
## Iteration 4 lambda =  0.2447304 
## Iteration 5 lambda =  0.2437621 
## Iteration 6 lambda =  0.2435684 
## Iteration 7 lambda =  0.2435297 
## Iteration 8 lambda =  0.2435219 
## Iteration 9 lambda =  0.2435204 
## Iteration 10 lambda =  0.2435201 
## Iteration 11 lambda =  0.24352 
## Iteration 1 lambda =  0.3634279 
## Iteration 2 lambda =  0.2361135 
## Iteration 3 lambda =  0.2106506 
## Iteration 4 lambda =  0.205558 
## Iteration 5 lambda =  0.2045395 
## Iteration 6 lambda =  0.2043358 
## Iteration 7 lambda =  0.2042951 
## Iteration 8 lambda =  0.2042869 
## Iteration 9 lambda =  0.2042853 
## Iteration 10 lambda =  0.204285 
## Iteration 11 lambda =  0.2042849 
## Iteration 1 lambda =  0.3668522 
## Iteration 2 lambda =  0.2402226 
## Iteration 3 lambda =  0.2148967 
## Iteration 4 lambda =  0.2098315 
## Iteration 5 lambda =  0.2088184 
## Iteration 6 lambda =  0.2086158 
## Iteration 7 lambda =  0.2085753 
## Iteration 8 lambda =  0.2085672 
## Iteration 9 lambda =  0.2085656 
## Iteration 10 lambda =  0.2085653 
## Iteration 11 lambda =  0.2085652 
## Iteration 1 lambda =  0.3821559 
## Iteration 2 lambda =  0.2585871 
## Iteration 3 lambda =  0.2338734 
## Iteration 4 lambda =  0.2289306 
## Iteration 5 lambda =  0.2279421 
## Iteration 6 lambda =  0.2277444 
## Iteration 7 lambda =  0.2277048 
## Iteration 8 lambda =  0.2276969 
## Iteration 9 lambda =  0.2276953 
## Iteration 10 lambda =  0.227695 
## Iteration 11 lambda =  0.2276949 
## Iteration 1 lambda =  0.3429639 
## Iteration 2 lambda =  0.2115567 
## Iteration 3 lambda =  0.1852752 
## Iteration 4 lambda =  0.180019 
## Iteration 5 lambda =  0.1789677 
## Iteration 6 lambda =  0.1787574 
## Iteration 7 lambda =  0.1787154 
## Iteration 8 lambda =  0.178707 
## Iteration 9 lambda =  0.1787053 
## Iteration 10 lambda =  0.178705 
## Iteration 11 lambda =  0.1787049 
## Iteration 1 lambda =  0.3258595 
## Iteration 2 lambda =  0.1910314 
## Iteration 3 lambda =  0.1640658 
## Iteration 4 lambda =  0.1586727 
## Iteration 5 lambda =  0.1575941 
## Iteration 6 lambda =  0.1573783 
## Iteration 7 lambda =  0.1573352 
## Iteration 8 lambda =  0.1573266 
## Iteration 9 lambda =  0.1573248 
## Iteration 10 lambda =  0.1573245 
## Iteration 11 lambda =  0.1573244 
## Iteration 1 lambda =  0.3746204 
## Iteration 2 lambda =  0.2495445 
## Iteration 3 lambda =  0.2245293 
## Iteration 4 lambda =  0.2195263 
## Iteration 5 lambda =  0.2185257 
## Iteration 6 lambda =  0.2183255 
## Iteration 7 lambda =  0.2182855 
## Iteration 8 lambda =  0.2182775 
## Iteration 9 lambda =  0.2182759 
## Iteration 10 lambda =  0.2182756 
## Iteration 11 lambda =  0.2182755 
## Iteration 1 lambda =  0.3291015 
## Iteration 2 lambda =  0.1949218 
## Iteration 3 lambda =  0.1680859 
## Iteration 4 lambda =  0.1627187 
## Iteration 5 lambda =  0.1616452 
## Iteration 6 lambda =  0.1614306 
## Iteration 7 lambda =  0.1613876 
## Iteration 8 lambda =  0.161379 
## Iteration 9 lambda =  0.1613773 
## Iteration 10 lambda =  0.161377 
## Iteration 11 lambda =  0.1613769 
## Iteration 1 lambda =  0.3602232 
## Iteration 2 lambda =  0.2322679 
## Iteration 3 lambda =  0.2066768 
## Iteration 4 lambda =  0.2015586 
## Iteration 5 lambda =  0.2005349 
## Iteration 6 lambda =  0.2003302 
## Iteration 7 lambda =  0.2002893 
## Iteration 8 lambda =  0.2002811 
## Iteration 9 lambda =  0.2002794 
## Iteration 10 lambda =  0.2002791 
## Iteration 11 lambda =  0.2002791 
## Iteration 1 lambda =  0.3679245 
## Iteration 2 lambda =  0.2415093 
## Iteration 3 lambda =  0.2162263 
## Iteration 4 lambda =  0.2111697 
## Iteration 5 lambda =  0.2101584 
## Iteration 6 lambda =  0.2099561 
## Iteration 7 lambda =  0.2099157 
## Iteration 8 lambda =  0.2099076 
## Iteration 9 lambda =  0.209906 
## Iteration 10 lambda =  0.2099056 
## Iteration 11 lambda =  0.2099056 
## Iteration 1 lambda =  0.3523171 
## Iteration 2 lambda =  0.2227805 
## Iteration 3 lambda =  0.1968732 
## Iteration 4 lambda =  0.1916917 
## Iteration 5 lambda =  0.1906554 
## Iteration 6 lambda =  0.1904482 
## Iteration 7 lambda =  0.1904067 
## Iteration 8 lambda =  0.1903984 
## Iteration 9 lambda =  0.1903968 
## Iteration 10 lambda =  0.1903964 
## Iteration 11 lambda =  0.1903964 
## Iteration 1 lambda =  0.3728514 
## Iteration 2 lambda =  0.2474217 
## Iteration 3 lambda =  0.2223357 
## Iteration 4 lambda =  0.2173185 
## Iteration 5 lambda =  0.2163151 
## Iteration 6 lambda =  0.2161144 
## Iteration 7 lambda =  0.2160743 
## Iteration 8 lambda =  0.2160662 
## Iteration 9 lambda =  0.2160646 
## Iteration 10 lambda =  0.2160643 
## Iteration 11 lambda =  0.2160642 
## Iteration 1 lambda =  0.3167389 
## Iteration 2 lambda =  0.1800867 
## Iteration 3 lambda =  0.1527563 
## Iteration 4 lambda =  0.1472902 
## Iteration 5 lambda =  0.146197 
## Iteration 6 lambda =  0.1459783 
## Iteration 7 lambda =  0.1459346 
## Iteration 8 lambda =  0.1459258 
## Iteration 9 lambda =  0.1459241 
## Iteration 10 lambda =  0.1459237 
## Iteration 11 lambda =  0.1459237 
## Iteration 1 lambda =  0.3514206 
## Iteration 2 lambda =  0.2217047 
## Iteration 3 lambda =  0.1957615 
## Iteration 4 lambda =  0.1905729 
## Iteration 5 lambda =  0.1895351 
## Iteration 6 lambda =  0.1893276 
## Iteration 7 lambda =  0.1892861 
## Iteration 8 lambda =  0.1892778 
## Iteration 9 lambda =  0.1892761 
## Iteration 10 lambda =  0.1892758 
## Iteration 11 lambda =  0.1892757 
## Iteration 1 lambda =  0.4000527 
## Iteration 2 lambda =  0.2800633 
## Iteration 3 lambda =  0.2560654 
## Iteration 4 lambda =  0.2512658 
## Iteration 5 lambda =  0.2503059 
## Iteration 6 lambda =  0.2501139 
## Iteration 7 lambda =  0.2500755 
## Iteration 8 lambda =  0.2500678 
## Iteration 9 lambda =  0.2500663 
## Iteration 10 lambda =  0.250066 
## Iteration 11 lambda =  0.2500659 
## Iteration 1 lambda =  0.3529382 
## Iteration 2 lambda =  0.2235259 
## Iteration 3 lambda =  0.1976434 
## Iteration 4 lambda =  0.1924669 
## Iteration 5 lambda =  0.1914316 
## Iteration 6 lambda =  0.1912245 
## Iteration 7 lambda =  0.1911831 
## Iteration 8 lambda =  0.1911748 
## Iteration 9 lambda =  0.1911732 
## Iteration 10 lambda =  0.1911728 
## Iteration 11 lambda =  0.1911728 
## Iteration 1 lambda =  0.3324267 
## Iteration 2 lambda =  0.198912 
## Iteration 3 lambda =  0.1722091 
## Iteration 4 lambda =  0.1668685 
## Iteration 5 lambda =  0.1658004 
## Iteration 6 lambda =  0.1655867 
## Iteration 7 lambda =  0.165544 
## Iteration 8 lambda =  0.1655355 
## Iteration 9 lambda =  0.1655338 
## Iteration 10 lambda =  0.1655334 
## Iteration 11 lambda =  0.1655334 
## Iteration 1 lambda =  0.4071465 
## Iteration 2 lambda =  0.2885758 
## Iteration 3 lambda =  0.2648616 
## Iteration 4 lambda =  0.2601188 
## Iteration 5 lambda =  0.2591702 
## Iteration 6 lambda =  0.2589805 
## Iteration 7 lambda =  0.2589426 
## Iteration 8 lambda =  0.258935 
## Iteration 9 lambda =  0.2589335 
## Iteration 10 lambda =  0.2589332 
## Iteration 11 lambda =  0.2589331 
## Iteration 1 lambda =  0.3781293 
## Iteration 2 lambda =  0.2537551 
## Iteration 3 lambda =  0.2288803 
## Iteration 4 lambda =  0.2239053 
## Iteration 5 lambda =  0.2229103 
## Iteration 6 lambda =  0.2227114 
## Iteration 7 lambda =  0.2226716 
## Iteration 8 lambda =  0.2226636 
## Iteration 9 lambda =  0.222662 
## Iteration 10 lambda =  0.2226617 
## Iteration 11 lambda =  0.2226616 
## Iteration 1 lambda =  0.3818798 
## Iteration 2 lambda =  0.2582558 
## Iteration 3 lambda =  0.233531 
## Iteration 4 lambda =  0.228586 
## Iteration 5 lambda =  0.227597 
## Iteration 6 lambda =  0.2273992 
## Iteration 7 lambda =  0.2273597 
## Iteration 8 lambda =  0.2273518 
## Iteration 9 lambda =  0.2273502 
## Iteration 10 lambda =  0.2273499 
## Iteration 11 lambda =  0.2273498 
## Iteration 1 lambda =  0.3711136 
## Iteration 2 lambda =  0.2453363 
## Iteration 3 lambda =  0.2201808 
## Iteration 4 lambda =  0.2151497 
## Iteration 5 lambda =  0.2141435 
## Iteration 6 lambda =  0.2139423 
## Iteration 7 lambda =  0.213902 
## Iteration 8 lambda =  0.213894 
## Iteration 9 lambda =  0.2138924 
## Iteration 10 lambda =  0.213892 
## Iteration 11 lambda =  0.213892 
## Iteration 1 lambda =  0.3618424 
## Iteration 2 lambda =  0.2342109 
## Iteration 3 lambda =  0.2086846 
## Iteration 4 lambda =  0.2035793 
## Iteration 5 lambda =  0.2025582 
## Iteration 6 lambda =  0.202354 
## Iteration 7 lambda =  0.2023132 
## Iteration 8 lambda =  0.202305 
## Iteration 9 lambda =  0.2023034 
## Iteration 10 lambda =  0.2023031 
## Iteration 11 lambda =  0.202303 
## Iteration 1 lambda =  0.3319832 
## Iteration 2 lambda =  0.1983798 
## Iteration 3 lambda =  0.1716592 
## Iteration 4 lambda =  0.166315 
## Iteration 5 lambda =  0.1652462 
## Iteration 6 lambda =  0.1650324 
## Iteration 7 lambda =  0.1649897 
## Iteration 8 lambda =  0.1649811 
## Iteration 9 lambda =  0.1649794 
## Iteration 10 lambda =  0.1649791 
## Iteration 11 lambda =  0.164979 
## Iteration 1 lambda =  0.3747978 
## Iteration 2 lambda =  0.2497574 
## Iteration 3 lambda =  0.2247493 
## Iteration 4 lambda =  0.2197476 
## Iteration 5 lambda =  0.2187473 
## Iteration 6 lambda =  0.2185473 
## Iteration 7 lambda =  0.2185072 
## Iteration 8 lambda =  0.2184992 
## Iteration 9 lambda =  0.2184976 
## Iteration 10 lambda =  0.2184973 
## Iteration 11 lambda =  0.2184973 
## Iteration 1 lambda =  0.2984415 
## Iteration 2 lambda =  0.1581298 
## Iteration 3 lambda =  0.1300675 
## Iteration 4 lambda =  0.124455 
## Iteration 5 lambda =  0.1233325 
## Iteration 6 lambda =  0.123108 
## Iteration 7 lambda =  0.1230631 
## Iteration 8 lambda =  0.1230542 
## Iteration 9 lambda =  0.1230524 
## Iteration 10 lambda =  0.123052 
## Iteration 11 lambda =  0.1230519 
## Iteration 1 lambda =  0.3437734 
## Iteration 2 lambda =  0.212528 
## Iteration 3 lambda =  0.186279 
## Iteration 4 lambda =  0.1810292 
## Iteration 5 lambda =  0.1799792 
## Iteration 6 lambda =  0.1797692 
## Iteration 7 lambda =  0.1797272 
## Iteration 8 lambda =  0.1797188 
## Iteration 9 lambda =  0.1797171 
## Iteration 10 lambda =  0.1797168 
## Iteration 11 lambda =  0.1797167 
## Iteration 1 lambda =  0.4120856 
## Iteration 2 lambda =  0.2945027 
## Iteration 3 lambda =  0.2709861 
## Iteration 4 lambda =  0.2662828 
## Iteration 5 lambda =  0.2653421 
## Iteration 6 lambda =  0.265154 
## Iteration 7 lambda =  0.2651164 
## Iteration 8 lambda =  0.2651089 
## Iteration 9 lambda =  0.2651074 
## Iteration 10 lambda =  0.2651071 
## Iteration 11 lambda =  0.265107 
## Iteration 1 lambda =  0.3174168 
## Iteration 2 lambda =  0.1809002 
## Iteration 3 lambda =  0.1535969 
## Iteration 4 lambda =  0.1481362 
## Iteration 5 lambda =  0.1470441 
## Iteration 6 lambda =  0.1468256 
## Iteration 7 lambda =  0.146782 
## Iteration 8 lambda =  0.1467732 
## Iteration 9 lambda =  0.1467715 
## Iteration 10 lambda =  0.1467711 
## Iteration 11 lambda =  0.1467711 
## Iteration 1 lambda =  0.3519363 
## Iteration 2 lambda =  0.2223235 
## Iteration 3 lambda =  0.196401 
## Iteration 4 lambda =  0.1912165 
## Iteration 5 lambda =  0.1901796 
## Iteration 6 lambda =  0.1899722 
## Iteration 7 lambda =  0.1899307 
## Iteration 8 lambda =  0.1899224 
## Iteration 9 lambda =  0.1899207 
## Iteration 10 lambda =  0.1899204 
## Iteration 11 lambda =  0.1899203 
## Iteration 1 lambda =  0.3511563 
## Iteration 2 lambda =  0.2213875 
## Iteration 3 lambda =  0.1954338 
## Iteration 4 lambda =  0.190243 
## Iteration 5 lambda =  0.1892049 
## Iteration 6 lambda =  0.1889973 
## Iteration 7 lambda =  0.1889557 
## Iteration 8 lambda =  0.1889474 
## Iteration 9 lambda =  0.1889458 
## Iteration 10 lambda =  0.1889454 
## Iteration 11 lambda =  0.1889454 
## Iteration 1 lambda =  0.3910421 
## Iteration 2 lambda =  0.2692505 
## Iteration 3 lambda =  0.2448922 
## Iteration 4 lambda =  0.2400205 
## Iteration 5 lambda =  0.2390462 
## Iteration 6 lambda =  0.2388513 
## Iteration 7 lambda =  0.2388124 
## Iteration 8 lambda =  0.2388046 
## Iteration 9 lambda =  0.238803 
## Iteration 10 lambda =  0.2388027 
## Iteration 11 lambda =  0.2388026 
## Iteration 1 lambda =  0.3642304 
## Iteration 2 lambda =  0.2370764 
## Iteration 3 lambda =  0.2116456 
## Iteration 4 lambda =  0.2065595 
## Iteration 5 lambda =  0.2055423 
## Iteration 6 lambda =  0.2053388 
## Iteration 7 lambda =  0.2052981 
## Iteration 8 lambda =  0.20529 
## Iteration 9 lambda =  0.2052884 
## Iteration 10 lambda =  0.205288 
## Iteration 11 lambda =  0.205288 
## Iteration 1 lambda =  0.3684592 
## Iteration 2 lambda =  0.242151 
## Iteration 3 lambda =  0.2168894 
## Iteration 4 lambda =  0.2118371 
## Iteration 5 lambda =  0.2108266 
## Iteration 6 lambda =  0.2106245 
## Iteration 7 lambda =  0.2105841 
## Iteration 8 lambda =  0.210576 
## Iteration 9 lambda =  0.2105744 
## Iteration 10 lambda =  0.2105741 
## Iteration 11 lambda =  0.210574 
## Iteration 1 lambda =  0.3738285 
## Iteration 2 lambda =  0.2485942 
## Iteration 3 lambda =  0.2235473 
## Iteration 4 lambda =  0.2185379 
## Iteration 5 lambda =  0.2175361 
## Iteration 6 lambda =  0.2173357 
## Iteration 7 lambda =  0.2172956 
## Iteration 8 lambda =  0.2172876 
## Iteration 9 lambda =  0.217286 
## Iteration 10 lambda =  0.2172857 
## Iteration 11 lambda =  0.2172856 
## Iteration 1 lambda =  0.3406825 
## Iteration 2 lambda =  0.208819 
## Iteration 3 lambda =  0.1824462 
## Iteration 4 lambda =  0.1771717 
## Iteration 5 lambda =  0.1761168 
## Iteration 6 lambda =  0.1759058 
## Iteration 7 lambda =  0.1758636 
## Iteration 8 lambda =  0.1758552 
## Iteration 9 lambda =  0.1758535 
## Iteration 10 lambda =  0.1758532 
## Iteration 11 lambda =  0.1758531 
## Iteration 1 lambda =  0.318003 
## Iteration 2 lambda =  0.1816036 
## Iteration 3 lambda =  0.1543238 
## Iteration 4 lambda =  0.1488678 
## Iteration 5 lambda =  0.1477766 
## Iteration 6 lambda =  0.1475583 
## Iteration 7 lambda =  0.1475147 
## Iteration 8 lambda =  0.147506 
## Iteration 9 lambda =  0.1475042 
## Iteration 10 lambda =  0.1475039 
## Iteration 11 lambda =  0.1475038 
## Iteration 1 lambda =  0.3588828 
## Iteration 2 lambda =  0.2306593 
## Iteration 3 lambda =  0.2050146 
## Iteration 4 lambda =  0.1998857 
## Iteration 5 lambda =  0.1988599 
## Iteration 6 lambda =  0.1986547 
## Iteration 7 lambda =  0.1986137 
## Iteration 8 lambda =  0.1986055 
## Iteration 9 lambda =  0.1986039 
## Iteration 10 lambda =  0.1986035 
## Iteration 11 lambda =  0.1986035 
## Iteration 1 lambda =  0.3905891 
## Iteration 2 lambda =  0.2687069 
## Iteration 3 lambda =  0.2443305 
## Iteration 4 lambda =  0.2394552 
## Iteration 5 lambda =  0.2384801 
## Iteration 6 lambda =  0.2382851 
## Iteration 7 lambda =  0.2382461 
## Iteration 8 lambda =  0.2382383 
## Iteration 9 lambda =  0.2382368 
## Iteration 10 lambda =  0.2382365 
## Iteration 11 lambda =  0.2382364 
## Iteration 1 lambda =  0.3755881 
## Iteration 2 lambda =  0.2507057 
## Iteration 3 lambda =  0.2257292 
## Iteration 4 lambda =  0.2207339 
## Iteration 5 lambda =  0.2197349 
## Iteration 6 lambda =  0.2195351 
## Iteration 7 lambda =  0.2194951 
## Iteration 8 lambda =  0.2194871 
## Iteration 9 lambda =  0.2194855 
## Iteration 10 lambda =  0.2194852 
## Iteration 11 lambda =  0.2194851 
## Iteration 1 lambda =  0.3381866 
## Iteration 2 lambda =  0.205824 
## Iteration 3 lambda =  0.1793514 
## Iteration 4 lambda =  0.1740569 
## Iteration 5 lambda =  0.172998 
## Iteration 6 lambda =  0.1727862 
## Iteration 7 lambda =  0.1727439 
## Iteration 8 lambda =  0.1727354 
## Iteration 9 lambda =  0.1727337 
## Iteration 10 lambda =  0.1727334 
## Iteration 11 lambda =  0.1727333 
## Iteration 1 lambda =  0.3565855 
## Iteration 2 lambda =  0.2279026 
## Iteration 3 lambda =  0.202166 
## Iteration 4 lambda =  0.1970187 
## Iteration 5 lambda =  0.1959893 
## Iteration 6 lambda =  0.1957834 
## Iteration 7 lambda =  0.1957422 
## Iteration 8 lambda =  0.195734 
## Iteration 9 lambda =  0.1957323 
## Iteration 10 lambda =  0.195732 
## Iteration 11 lambda =  0.1957319 
## Iteration 1 lambda =  0.3687499 
## Iteration 2 lambda =  0.2424998 
## Iteration 3 lambda =  0.2172498 
## Iteration 4 lambda =  0.2121998 
## Iteration 5 lambda =  0.2111898 
## Iteration 6 lambda =  0.2109878 
## Iteration 7 lambda =  0.2109474 
## Iteration 8 lambda =  0.2109393 
## Iteration 9 lambda =  0.2109377 
## Iteration 10 lambda =  0.2109374 
## Iteration 11 lambda =  0.2109373 
## Iteration 1 lambda =  0.3609664 
## Iteration 2 lambda =  0.2331597 
## Iteration 3 lambda =  0.2075984 
## Iteration 4 lambda =  0.2024861 
## Iteration 5 lambda =  0.2014637 
## Iteration 6 lambda =  0.2012592 
## Iteration 7 lambda =  0.2012183 
## Iteration 8 lambda =  0.2012101 
## Iteration 9 lambda =  0.2012085 
## Iteration 10 lambda =  0.2012081 
## Iteration 11 lambda =  0.2012081 
## Iteration 1 lambda =  0.3324105 
## Iteration 2 lambda =  0.1988926 
## Iteration 3 lambda =  0.172189 
## Iteration 4 lambda =  0.1668483 
## Iteration 5 lambda =  0.1657801 
## Iteration 6 lambda =  0.1655665 
## Iteration 7 lambda =  0.1655238 
## Iteration 8 lambda =  0.1655152 
## Iteration 9 lambda =  0.1655135 
## Iteration 10 lambda =  0.1655132 
## Iteration 11 lambda =  0.1655131 
## Iteration 1 lambda =  0.3606995 
## Iteration 2 lambda =  0.2328394 
## Iteration 3 lambda =  0.2072674 
## Iteration 4 lambda =  0.202153 
## Iteration 5 lambda =  0.2011301 
## Iteration 6 lambda =  0.2009255 
## Iteration 7 lambda =  0.2008846 
## Iteration 8 lambda =  0.2008764 
## Iteration 9 lambda =  0.2008748 
## Iteration 10 lambda =  0.2008745 
## Iteration 11 lambda =  0.2008744 
## Iteration 1 lambda =  0.4171999 
## Iteration 2 lambda =  0.3006399 
## Iteration 3 lambda =  0.2773279 
## Iteration 4 lambda =  0.2726655 
## Iteration 5 lambda =  0.271733 
## Iteration 6 lambda =  0.2715465 
## Iteration 7 lambda =  0.2715092 
## Iteration 8 lambda =  0.2715017 
## Iteration 9 lambda =  0.2715002 
## Iteration 10 lambda =  0.2714999 
## Iteration 11 lambda =  0.2714999 
## Iteration 1 lambda =  0.3396276 
## Iteration 2 lambda =  0.2075531 
## Iteration 3 lambda =  0.1811382 
## Iteration 4 lambda =  0.1758553 
## Iteration 5 lambda =  0.1747987 
## Iteration 6 lambda =  0.1745873 
## Iteration 7 lambda =  0.1745451 
## Iteration 8 lambda =  0.1745366 
## Iteration 9 lambda =  0.1745349 
## Iteration 10 lambda =  0.1745346 
## Iteration 11 lambda =  0.1745345 
## Iteration 1 lambda =  0.371462 
## Iteration 2 lambda =  0.2457544 
## Iteration 3 lambda =  0.2206128 
## Iteration 4 lambda =  0.2155845 
## Iteration 5 lambda =  0.2145789 
## Iteration 6 lambda =  0.2143777 
## Iteration 7 lambda =  0.2143375 
## Iteration 8 lambda =  0.2143295 
## Iteration 9 lambda =  0.2143279 
## Iteration 10 lambda =  0.2143275 
## Iteration 11 lambda =  0.2143275 
## Iteration 1 lambda =  0.3235648 
## Iteration 2 lambda =  0.1882778 
## Iteration 3 lambda =  0.1612204 
## Iteration 4 lambda =  0.1558089 
## Iteration 5 lambda =  0.1547266 
## Iteration 6 lambda =  0.1545101 
## Iteration 7 lambda =  0.1544668 
## Iteration 8 lambda =  0.1544582 
## Iteration 9 lambda =  0.1544564 
## Iteration 10 lambda =  0.1544561 
## Iteration 11 lambda =  0.154456 
## Iteration 1 lambda =  0.3534958 
## Iteration 2 lambda =  0.224195 
## Iteration 3 lambda =  0.1983348 
## Iteration 4 lambda =  0.1931628 
## Iteration 5 lambda =  0.1921284 
## Iteration 6 lambda =  0.1919215 
## Iteration 7 lambda =  0.1918801 
## Iteration 8 lambda =  0.1918719 
## Iteration 9 lambda =  0.1918702 
## Iteration 10 lambda =  0.1918699 
## Iteration 11 lambda =  0.1918698 
## Iteration 1 lambda =  0.3698931 
## Iteration 2 lambda =  0.2438718 
## Iteration 3 lambda =  0.2186675 
## Iteration 4 lambda =  0.2136266 
## Iteration 5 lambda =  0.2126185 
## Iteration 6 lambda =  0.2124168 
## Iteration 7 lambda =  0.2123765 
## Iteration 8 lambda =  0.2123684 
## Iteration 9 lambda =  0.2123668 
## Iteration 10 lambda =  0.2123665 
## Iteration 11 lambda =  0.2123664 
## Iteration 1 lambda =  0.3938132 
## Iteration 2 lambda =  0.2725758 
## Iteration 3 lambda =  0.2483283 
## Iteration 4 lambda =  0.2434788 
## Iteration 5 lambda =  0.2425089 
## Iteration 6 lambda =  0.2423149 
## Iteration 7 lambda =  0.2422761 
## Iteration 8 lambda =  0.2422684 
## Iteration 9 lambda =  0.2422668 
## Iteration 10 lambda =  0.2422665 
## Iteration 11 lambda =  0.2422665 
## Iteration 1 lambda =  0.3615668 
## Iteration 2 lambda =  0.2338802 
## Iteration 3 lambda =  0.2083429 
## Iteration 4 lambda =  0.2032354 
## Iteration 5 lambda =  0.2022139 
## Iteration 6 lambda =  0.2020096 
## Iteration 7 lambda =  0.2019688 
## Iteration 8 lambda =  0.2019606 
## Iteration 9 lambda =  0.2019589 
## Iteration 10 lambda =  0.2019586 
## Iteration 11 lambda =  0.2019586 
## Iteration 1 lambda =  0.3569144 
## Iteration 2 lambda =  0.2282973 
## Iteration 3 lambda =  0.2025738 
## Iteration 4 lambda =  0.1974292 
## Iteration 5 lambda =  0.1964002 
## Iteration 6 lambda =  0.1961944 
## Iteration 7 lambda =  0.1961533 
## Iteration 8 lambda =  0.196145 
## Iteration 9 lambda =  0.1961434 
## Iteration 10 lambda =  0.1961431 
## Iteration 11 lambda =  0.196143 
## Iteration 1 lambda =  0.3838235 
## Iteration 2 lambda =  0.2605882 
## Iteration 3 lambda =  0.2359412 
## Iteration 4 lambda =  0.2310118 
## Iteration 5 lambda =  0.2300259 
## Iteration 6 lambda =  0.2298287 
## Iteration 7 lambda =  0.2297893 
## Iteration 8 lambda =  0.2297814 
## Iteration 9 lambda =  0.2297798 
## Iteration 10 lambda =  0.2297795 
## Iteration 11 lambda =  0.2297794 
## Iteration 1 lambda =  0.360712 
## Iteration 2 lambda =  0.2328544 
## Iteration 3 lambda =  0.2072829 
## Iteration 4 lambda =  0.2021686 
## Iteration 5 lambda =  0.2011457 
## Iteration 6 lambda =  0.2009411 
## Iteration 7 lambda =  0.2009002 
## Iteration 8 lambda =  0.200892 
## Iteration 9 lambda =  0.2008904 
## Iteration 10 lambda =  0.2008901 
## Iteration 11 lambda =  0.20089 
## Iteration 1 lambda =  0.3449031 
## Iteration 2 lambda =  0.2138837 
## Iteration 3 lambda =  0.1876798 
## Iteration 4 lambda =  0.1824391 
## Iteration 5 lambda =  0.1813909 
## Iteration 6 lambda =  0.1811813 
## Iteration 7 lambda =  0.1811394 
## Iteration 8 lambda =  0.181131 
## Iteration 9 lambda =  0.1811293 
## Iteration 10 lambda =  0.181129 
## Iteration 11 lambda =  0.1811289 
## Iteration 1 lambda =  0.3880265 
## Iteration 2 lambda =  0.2656318 
## Iteration 3 lambda =  0.2411528 
## Iteration 4 lambda =  0.2362571 
## Iteration 5 lambda =  0.2352779 
## Iteration 6 lambda =  0.2350821 
## Iteration 7 lambda =  0.2350429 
## Iteration 8 lambda =  0.2350351 
## Iteration 9 lambda =  0.2350335 
## Iteration 10 lambda =  0.2350332 
## Iteration 11 lambda =  0.2350331 
## Iteration 1 lambda =  0.3784128 
## Iteration 2 lambda =  0.2540953 
## Iteration 3 lambda =  0.2292318 
## Iteration 4 lambda =  0.2242591 
## Iteration 5 lambda =  0.2232646 
## Iteration 6 lambda =  0.2230657 
## Iteration 7 lambda =  0.2230259 
## Iteration 8 lambda =  0.2230179 
## Iteration 9 lambda =  0.2230163 
## Iteration 10 lambda =  0.223016 
## Iteration 11 lambda =  0.223016 
## Iteration 1 lambda =  0.310844 
## Iteration 2 lambda =  0.1730128 
## Iteration 3 lambda =  0.1454466 
## Iteration 4 lambda =  0.1399334 
## Iteration 5 lambda =  0.1388307 
## Iteration 6 lambda =  0.1386102 
## Iteration 7 lambda =  0.1385661 
## Iteration 8 lambda =  0.1385573 
## Iteration 9 lambda =  0.1385555 
## Iteration 10 lambda =  0.1385551 
## Iteration 11 lambda =  0.1385551 
## Iteration 1 lambda =  0.367753 
## Iteration 2 lambda =  0.2413036 
## Iteration 3 lambda =  0.2160138 
## Iteration 4 lambda =  0.2109558 
## Iteration 5 lambda =  0.2099442 
## Iteration 6 lambda =  0.2097419 
## Iteration 7 lambda =  0.2097014 
## Iteration 8 lambda =  0.2096933 
## Iteration 9 lambda =  0.2096917 
## Iteration 10 lambda =  0.2096914 
## Iteration 11 lambda =  0.2096913 
## Iteration 1 lambda =  0.372095 
## Iteration 2 lambda =  0.246514 
## Iteration 3 lambda =  0.2213978 
## Iteration 4 lambda =  0.2163745 
## Iteration 5 lambda =  0.2153699 
## Iteration 6 lambda =  0.215169 
## Iteration 7 lambda =  0.2151288 
## Iteration 8 lambda =  0.2151207 
## Iteration 9 lambda =  0.2151191 
## Iteration 10 lambda =  0.2151188 
## Iteration 11 lambda =  0.2151187 
## Iteration 1 lambda =  0.3286058 
## Iteration 2 lambda =  0.1943269 
## Iteration 3 lambda =  0.1674712 
## Iteration 4 lambda =  0.1621 
## Iteration 5 lambda =  0.1610258 
## Iteration 6 lambda =  0.1608109 
## Iteration 7 lambda =  0.160768 
## Iteration 8 lambda =  0.1607594 
## Iteration 9 lambda =  0.1607577 
## Iteration 10 lambda =  0.1607573 
## Iteration 11 lambda =  0.1607572 
## Iteration 1 lambda =  0.3967925 
## Iteration 2 lambda =  0.276151 
## Iteration 3 lambda =  0.2520227 
## Iteration 4 lambda =  0.247197 
## Iteration 5 lambda =  0.2462319 
## Iteration 6 lambda =  0.2460389 
## Iteration 7 lambda =  0.2460003 
## Iteration 8 lambda =  0.2459926 
## Iteration 9 lambda =  0.245991 
## Iteration 10 lambda =  0.2459907 
## Iteration 11 lambda =  0.2459906 
## Iteration 1 lambda =  0.3375245 
## Iteration 2 lambda =  0.2050293 
## Iteration 3 lambda =  0.1785303 
## Iteration 4 lambda =  0.1732305 
## Iteration 5 lambda =  0.1721706 
## Iteration 6 lambda =  0.1719586 
## Iteration 7 lambda =  0.1719162 
## Iteration 8 lambda =  0.1719077 
## Iteration 9 lambda =  0.171906 
## Iteration 10 lambda =  0.1719057 
## Iteration 11 lambda =  0.1719056 
## Iteration 1 lambda =  0.3214823 
## Iteration 2 lambda =  0.1857788 
## Iteration 3 lambda =  0.1586381 
## Iteration 4 lambda =  0.1532099 
## Iteration 5 lambda =  0.1521243 
## Iteration 6 lambda =  0.1519072 
## Iteration 7 lambda =  0.1518637 
## Iteration 8 lambda =  0.151855 
## Iteration 9 lambda =  0.1518533 
## Iteration 10 lambda =  0.151853 
## Iteration 11 lambda =  0.1518529 
## Iteration 1 lambda =  0.3243715 
## Iteration 2 lambda =  0.1892458 
## Iteration 3 lambda =  0.1622206 
## Iteration 4 lambda =  0.1568156 
## Iteration 5 lambda =  0.1557346 
## Iteration 6 lambda =  0.1555184 
## Iteration 7 lambda =  0.1554751 
## Iteration 8 lambda =  0.1554665 
## Iteration 9 lambda =  0.1554648 
## Iteration 10 lambda =  0.1554644 
## Iteration 11 lambda =  0.1554643 
## Iteration 1 lambda =  0.3681861 
## Iteration 2 lambda =  0.2418233 
## Iteration 3 lambda =  0.2165508 
## Iteration 4 lambda =  0.2114963 
## Iteration 5 lambda =  0.2104854 
## Iteration 6 lambda =  0.2102832 
## Iteration 7 lambda =  0.2102428 
## Iteration 8 lambda =  0.2102347 
## Iteration 9 lambda =  0.2102331 
## Iteration 10 lambda =  0.2102327 
## Iteration 11 lambda =  0.2102327 
## Iteration 1 lambda =  0.3744305 
## Iteration 2 lambda =  0.2493167 
## Iteration 3 lambda =  0.2242939 
## Iteration 4 lambda =  0.2192893 
## Iteration 5 lambda =  0.2182884 
## Iteration 6 lambda =  0.2180882 
## Iteration 7 lambda =  0.2180482 
## Iteration 8 lambda =  0.2180402 
## Iteration 9 lambda =  0.2180386 
## Iteration 10 lambda =  0.2180383 
## Iteration 11 lambda =  0.2180382 
## Iteration 1 lambda =  0.3403596 
## Iteration 2 lambda =  0.2084315 
## Iteration 3 lambda =  0.1820459 
## Iteration 4 lambda =  0.1767688 
## Iteration 5 lambda =  0.1757133 
## Iteration 6 lambda =  0.1755023 
## Iteration 7 lambda =  0.17546 
## Iteration 8 lambda =  0.1754516 
## Iteration 9 lambda =  0.1754499 
## Iteration 10 lambda =  0.1754496 
## Iteration 11 lambda =  0.1754495 
## Iteration 1 lambda =  0.3898637 
## Iteration 2 lambda =  0.2678364 
## Iteration 3 lambda =  0.2434309 
## Iteration 4 lambda =  0.2385498 
## Iteration 5 lambda =  0.2375736 
## Iteration 6 lambda =  0.2373784 
## Iteration 7 lambda =  0.2373393 
## Iteration 8 lambda =  0.2373315 
## Iteration 9 lambda =  0.23733 
## Iteration 10 lambda =  0.2373296 
## Iteration 11 lambda =  0.2373296 
## Iteration 1 lambda =  0.3545119 
## Iteration 2 lambda =  0.2254143 
## Iteration 3 lambda =  0.1995948 
## Iteration 4 lambda =  0.1944309 
## Iteration 5 lambda =  0.1933981 
## Iteration 6 lambda =  0.1931915 
## Iteration 7 lambda =  0.1931502 
## Iteration 8 lambda =  0.193142 
## Iteration 9 lambda =  0.1931403 
## Iteration 10 lambda =  0.19314 
## Iteration 11 lambda =  0.1931399 
## Iteration 1 lambda =  0.3431959 
## Iteration 2 lambda =  0.2118351 
## Iteration 3 lambda =  0.185563 
## Iteration 4 lambda =  0.1803085 
## Iteration 5 lambda =  0.1792576 
## Iteration 6 lambda =  0.1790475 
## Iteration 7 lambda =  0.1790054 
## Iteration 8 lambda =  0.178997 
## Iteration 9 lambda =  0.1789953 
## Iteration 10 lambda =  0.178995 
## Iteration 11 lambda =  0.1789949 
## Iteration 1 lambda =  0.386743 
## Iteration 2 lambda =  0.2640916 
## Iteration 3 lambda =  0.2395614 
## Iteration 4 lambda =  0.2346553 
## Iteration 5 lambda =  0.2336741 
## Iteration 6 lambda =  0.2334779 
## Iteration 7 lambda =  0.2334386 
## Iteration 8 lambda =  0.2334308 
## Iteration 9 lambda =  0.2334292 
## Iteration 10 lambda =  0.2334289 
## Iteration 11 lambda =  0.2334288 
## Iteration 1 lambda =  0.376921 
## Iteration 2 lambda =  0.2523052 
## Iteration 3 lambda =  0.227382 
## Iteration 4 lambda =  0.2223974 
## Iteration 5 lambda =  0.2214005 
## Iteration 6 lambda =  0.2212011 
## Iteration 7 lambda =  0.2211612 
## Iteration 8 lambda =  0.2211532 
## Iteration 9 lambda =  0.2211516 
## Iteration 10 lambda =  0.2211513 
## Iteration 11 lambda =  0.2211513 
## Iteration 1 lambda =  0.3401956 
## Iteration 2 lambda =  0.2082347 
## Iteration 3 lambda =  0.1818425 
## Iteration 4 lambda =  0.1765641 
## Iteration 5 lambda =  0.1755084 
## Iteration 6 lambda =  0.1752973 
## Iteration 7 lambda =  0.175255 
## Iteration 8 lambda =  0.1752466 
## Iteration 9 lambda =  0.1752449 
## Iteration 10 lambda =  0.1752446 
## Iteration 11 lambda =  0.1752445 
## Iteration 1 lambda =  0.401006 
## Iteration 2 lambda =  0.2812072 
## Iteration 3 lambda =  0.2572475 
## Iteration 4 lambda =  0.2524555 
## Iteration 5 lambda =  0.2514971 
## Iteration 6 lambda =  0.2513054 
## Iteration 7 lambda =  0.2512671 
## Iteration 8 lambda =  0.2512594 
## Iteration 9 lambda =  0.2512579 
## Iteration 10 lambda =  0.2512576 
## Iteration 11 lambda =  0.2512575 
## Iteration 1 lambda =  0.3729239 
## Iteration 2 lambda =  0.2475087 
## Iteration 3 lambda =  0.2224257 
## Iteration 4 lambda =  0.217409 
## Iteration 5 lambda =  0.2164057 
## Iteration 6 lambda =  0.2162051 
## Iteration 7 lambda =  0.2161649 
## Iteration 8 lambda =  0.2161569 
## Iteration 9 lambda =  0.2161553 
## Iteration 10 lambda =  0.216155 
## Iteration 11 lambda =  0.2161549 
## Iteration 1 lambda =  0.3260102 
## Iteration 2 lambda =  0.1912123 
## Iteration 3 lambda =  0.1642527 
## Iteration 4 lambda =  0.1588608 
## Iteration 5 lambda =  0.1577824 
## Iteration 6 lambda =  0.1575667 
## Iteration 7 lambda =  0.1575236 
## Iteration 8 lambda =  0.1575149 
## Iteration 9 lambda =  0.1575132 
## Iteration 10 lambda =  0.1575129 
## Iteration 11 lambda =  0.1575128 
## Iteration 1 lambda =  0.3240995 
## Iteration 2 lambda =  0.1889194 
## Iteration 3 lambda =  0.1618833 
## Iteration 4 lambda =  0.1564761 
## Iteration 5 lambda =  0.1553947 
## Iteration 6 lambda =  0.1551784 
## Iteration 7 lambda =  0.1551352 
## Iteration 8 lambda =  0.1551265 
## Iteration 9 lambda =  0.1551248 
## Iteration 10 lambda =  0.1551244 
## Iteration 11 lambda =  0.1551244 
## Iteration 1 lambda =  0.3700237 
## Iteration 2 lambda =  0.2440284 
## Iteration 3 lambda =  0.2188294 
## Iteration 4 lambda =  0.2137896 
## Iteration 5 lambda =  0.2127816 
## Iteration 6 lambda =  0.21258 
## Iteration 7 lambda =  0.2125397 
## Iteration 8 lambda =  0.2125316 
## Iteration 9 lambda =  0.21253 
## Iteration 10 lambda =  0.2125297 
## Iteration 11 lambda =  0.2125296 
## Iteration 1 lambda =  0.3545309 
## Iteration 2 lambda =  0.2254371 
## Iteration 3 lambda =  0.1996184 
## Iteration 4 lambda =  0.1944546 
## Iteration 5 lambda =  0.1934219 
## Iteration 6 lambda =  0.1932153 
## Iteration 7 lambda =  0.193174 
## Iteration 8 lambda =  0.1931657 
## Iteration 9 lambda =  0.1931641 
## Iteration 10 lambda =  0.1931637 
## Iteration 11 lambda =  0.1931637 
## Iteration 1 lambda =  0.337809 
## Iteration 2 lambda =  0.2053708 
## Iteration 3 lambda =  0.1788831 
## Iteration 4 lambda =  0.1735856 
## Iteration 5 lambda =  0.1725261 
## Iteration 6 lambda =  0.1723142 
## Iteration 7 lambda =  0.1722718 
## Iteration 8 lambda =  0.1722633 
## Iteration 9 lambda =  0.1722616 
## Iteration 10 lambda =  0.1722613 
## Iteration 11 lambda =  0.1722612 
## Iteration 1 lambda =  0.3791145 
## Iteration 2 lambda =  0.2549374 
## Iteration 3 lambda =  0.230102 
## Iteration 4 lambda =  0.2251349 
## Iteration 5 lambda =  0.2241415 
## Iteration 6 lambda =  0.2239428 
## Iteration 7 lambda =  0.223903 
## Iteration 8 lambda =  0.2238951 
## Iteration 9 lambda =  0.2238935 
## Iteration 10 lambda =  0.2238932 
## Iteration 11 lambda =  0.2238931 
## Iteration 1 lambda =  0.3601632 
## Iteration 2 lambda =  0.2321958 
## Iteration 3 lambda =  0.2066024 
## Iteration 4 lambda =  0.2014837 
## Iteration 5 lambda =  0.2004599 
## Iteration 6 lambda =  0.2002552 
## Iteration 7 lambda =  0.2002142 
## Iteration 8 lambda =  0.200206 
## Iteration 9 lambda =  0.2002044 
## Iteration 10 lambda =  0.2002041 
## Iteration 11 lambda =  0.200204 
## Iteration 1 lambda =  0.3618828 
## Iteration 2 lambda =  0.2342594 
## Iteration 3 lambda =  0.2087347 
## Iteration 4 lambda =  0.2036298 
## Iteration 5 lambda =  0.2026088 
## Iteration 6 lambda =  0.2024046 
## Iteration 7 lambda =  0.2023637 
## Iteration 8 lambda =  0.2023556 
## Iteration 9 lambda =  0.2023539 
## Iteration 10 lambda =  0.2023536 
## Iteration 11 lambda =  0.2023535 
## Iteration 1 lambda =  0.3411038 
## Iteration 2 lambda =  0.2093246 
## Iteration 3 lambda =  0.1829687 
## Iteration 4 lambda =  0.1776975 
## Iteration 5 lambda =  0.1766433 
## Iteration 6 lambda =  0.1764325 
## Iteration 7 lambda =  0.1763903 
## Iteration 8 lambda =  0.1763819 
## Iteration 9 lambda =  0.1763802 
## Iteration 10 lambda =  0.1763798 
## Iteration 11 lambda =  0.1763798 
## Iteration 1 lambda =  0.3905544 
## Iteration 2 lambda =  0.2686653 
## Iteration 3 lambda =  0.2442875 
## Iteration 4 lambda =  0.2394119 
## Iteration 5 lambda =  0.2384368 
## Iteration 6 lambda =  0.2382418 
## Iteration 7 lambda =  0.2382028 
## Iteration 8 lambda =  0.238195 
## Iteration 9 lambda =  0.2381934 
## Iteration 10 lambda =  0.2381931 
## Iteration 11 lambda =  0.2381931 
## Iteration 1 lambda =  0.3668296 
## Iteration 2 lambda =  0.2401955 
## Iteration 3 lambda =  0.2148686 
## Iteration 4 lambda =  0.2098033 
## Iteration 5 lambda =  0.2087902 
## Iteration 6 lambda =  0.2085876 
## Iteration 7 lambda =  0.2085471 
## Iteration 8 lambda =  0.208539 
## Iteration 9 lambda =  0.2085373 
## Iteration 10 lambda =  0.208537 
## Iteration 11 lambda =  0.208537 
## Iteration 1 lambda =  0.3548034 
## Iteration 2 lambda =  0.2257641 
## Iteration 3 lambda =  0.1999562 
## Iteration 4 lambda =  0.1947947 
## Iteration 5 lambda =  0.1937623 
## Iteration 6 lambda =  0.1935559 
## Iteration 7 lambda =  0.1935146 
## Iteration 8 lambda =  0.1935063 
## Iteration 9 lambda =  0.1935047 
## Iteration 10 lambda =  0.1935043 
## Iteration 11 lambda =  0.1935043 
## Iteration 1 lambda =  0.380856 
## Iteration 2 lambda =  0.2570272 
## Iteration 3 lambda =  0.2322615 
## Iteration 4 lambda =  0.2273083 
## Iteration 5 lambda =  0.2263177 
## Iteration 6 lambda =  0.2261196 
## Iteration 7 lambda =  0.2260799 
## Iteration 8 lambda =  0.226072 
## Iteration 9 lambda =  0.2260704 
## Iteration 10 lambda =  0.2260701 
## Iteration 11 lambda =  0.22607 
## Iteration 1 lambda =  0.3316871 
## Iteration 2 lambda =  0.1980245 
## Iteration 3 lambda =  0.171292 
## Iteration 4 lambda =  0.1659455 
## Iteration 5 lambda =  0.1648762 
## Iteration 6 lambda =  0.1646623 
## Iteration 7 lambda =  0.1646196 
## Iteration 8 lambda =  0.164611 
## Iteration 9 lambda =  0.1646093 
## Iteration 10 lambda =  0.164609 
## Iteration 11 lambda =  0.1646089 
## Iteration 1 lambda =  0.3539011 
## Iteration 2 lambda =  0.2246813 
## Iteration 3 lambda =  0.1988373 
## Iteration 4 lambda =  0.1936685 
## Iteration 5 lambda =  0.1926348 
## Iteration 6 lambda =  0.192428 
## Iteration 7 lambda =  0.1923867 
## Iteration 8 lambda =  0.1923784 
## Iteration 9 lambda =  0.1923767 
## Iteration 10 lambda =  0.1923764 
## Iteration 11 lambda =  0.1923763 
## Iteration 1 lambda =  0.3438597 
## Iteration 2 lambda =  0.2126317 
## Iteration 3 lambda =  0.1863861 
## Iteration 4 lambda =  0.181137 
## Iteration 5 lambda =  0.1800871 
## Iteration 6 lambda =  0.1798772 
## Iteration 7 lambda =  0.1798352 
## Iteration 8 lambda =  0.1798268 
## Iteration 9 lambda =  0.1798251 
## Iteration 10 lambda =  0.1798248 
## Iteration 11 lambda =  0.1798247 
## Iteration 1 lambda =  0.3397052 
## Iteration 2 lambda =  0.2076462 
## Iteration 3 lambda =  0.1812344 
## Iteration 4 lambda =  0.1759521 
## Iteration 5 lambda =  0.1748956 
## Iteration 6 lambda =  0.1746843 
## Iteration 7 lambda =  0.174642 
## Iteration 8 lambda =  0.1746336 
## Iteration 9 lambda =  0.1746319 
## Iteration 10 lambda =  0.1746316 
## Iteration 11 lambda =  0.1746315 
## Iteration 1 lambda =  0.3748395 
## Iteration 2 lambda =  0.2498074 
## Iteration 3 lambda =  0.224801 
## Iteration 4 lambda =  0.2197997 
## Iteration 5 lambda =  0.2187995 
## Iteration 6 lambda =  0.2185994 
## Iteration 7 lambda =  0.2185594 
## Iteration 8 lambda =  0.2185514 
## Iteration 9 lambda =  0.2185498 
## Iteration 10 lambda =  0.2185495 
## Iteration 11 lambda =  0.2185494 
## Iteration 1 lambda =  0.3557854 
## Iteration 2 lambda =  0.2269425 
## Iteration 3 lambda =  0.2011739 
## Iteration 4 lambda =  0.1960202 
## Iteration 5 lambda =  0.1949894 
## Iteration 6 lambda =  0.1947833 
## Iteration 7 lambda =  0.1947421 
## Iteration 8 lambda =  0.1947338 
## Iteration 9 lambda =  0.1947322 
## Iteration 10 lambda =  0.1947318 
## Iteration 11 lambda =  0.1947318 
## Iteration 1 lambda =  0.3349973 
## Iteration 2 lambda =  0.2019967 
## Iteration 3 lambda =  0.1753966 
## Iteration 4 lambda =  0.1700766 
## Iteration 5 lambda =  0.1690126 
## Iteration 6 lambda =  0.1687998 
## Iteration 7 lambda =  0.1687572 
## Iteration 8 lambda =  0.1687487 
## Iteration 9 lambda =  0.168747 
## Iteration 10 lambda =  0.1687467 
## Iteration 11 lambda =  0.1687466 
## Iteration 1 lambda =  0.3552499 
## Iteration 2 lambda =  0.2262999 
## Iteration 3 lambda =  0.2005099 
## Iteration 4 lambda =  0.1953518 
## Iteration 5 lambda =  0.1943202 
## Iteration 6 lambda =  0.1941139 
## Iteration 7 lambda =  0.1940727 
## Iteration 8 lambda =  0.1940644 
## Iteration 9 lambda =  0.1940628 
## Iteration 10 lambda =  0.1940624 
## Iteration 11 lambda =  0.1940624 
## Iteration 1 lambda =  0.3142887 
## Iteration 2 lambda =  0.1771464 
## Iteration 3 lambda =  0.149718 
## Iteration 4 lambda =  0.1442323 
## Iteration 5 lambda =  0.1431352 
## Iteration 6 lambda =  0.1429157 
## Iteration 7 lambda =  0.1428718 
## Iteration 8 lambda =  0.1428631 
## Iteration 9 lambda =  0.1428613 
## Iteration 10 lambda =  0.142861 
## Iteration 11 lambda =  0.1428609 
## Iteration 1 lambda =  0.3776755 
## Iteration 2 lambda =  0.2532106 
## Iteration 3 lambda =  0.2283176 
## Iteration 4 lambda =  0.223339 
## Iteration 5 lambda =  0.2223433 
## Iteration 6 lambda =  0.2221442 
## Iteration 7 lambda =  0.2221043 
## Iteration 8 lambda =  0.2220964 
## Iteration 9 lambda =  0.2220948 
## Iteration 10 lambda =  0.2220945 
## Iteration 11 lambda =  0.2220944 
## Iteration 1 lambda =  0.3801972 
## Iteration 2 lambda =  0.2562367 
## Iteration 3 lambda =  0.2314446 
## Iteration 4 lambda =  0.2264862 
## Iteration 5 lambda =  0.2254945 
## Iteration 6 lambda =  0.2252961 
## Iteration 7 lambda =  0.2252565 
## Iteration 8 lambda =  0.2252485 
## Iteration 9 lambda =  0.225247 
## Iteration 10 lambda =  0.2252466 
## Iteration 11 lambda =  0.2252466 
## Iteration 1 lambda =  0.3424767 
## Iteration 2 lambda =  0.210972 
## Iteration 3 lambda =  0.184671 
## Iteration 4 lambda =  0.1794109 
## Iteration 5 lambda =  0.1783588 
## Iteration 6 lambda =  0.1781484 
## Iteration 7 lambda =  0.1781063 
## Iteration 8 lambda =  0.1780979 
## Iteration 9 lambda =  0.1780962 
## Iteration 10 lambda =  0.1780959 
## Iteration 11 lambda =  0.1780958 
## Iteration 1 lambda =  0.373538 
## Iteration 2 lambda =  0.2482455 
## Iteration 3 lambda =  0.2231871 
## Iteration 4 lambda =  0.2181754 
## Iteration 5 lambda =  0.217173 
## Iteration 6 lambda =  0.2169726 
## Iteration 7 lambda =  0.2169325 
## Iteration 8 lambda =  0.2169245 
## Iteration 9 lambda =  0.2169228 
## Iteration 10 lambda =  0.2169225 
## Iteration 11 lambda =  0.2169225 
## Iteration 1 lambda =  0.333508 
## Iteration 2 lambda =  0.2002096 
## Iteration 3 lambda =  0.17355 
## Iteration 4 lambda =  0.168218 
## Iteration 5 lambda =  0.1671516 
## Iteration 6 lambda =  0.1669384 
## Iteration 7 lambda =  0.1668957 
## Iteration 8 lambda =  0.1668872 
## Iteration 9 lambda =  0.1668855 
## Iteration 10 lambda =  0.1668851 
## Iteration 11 lambda =  0.1668851 
## Iteration 1 lambda =  0.3606711 
## Iteration 2 lambda =  0.2328054 
## Iteration 3 lambda =  0.2072322 
## Iteration 4 lambda =  0.2021176 
## Iteration 5 lambda =  0.2010946 
## Iteration 6 lambda =  0.2008901 
## Iteration 7 lambda =  0.2008491 
## Iteration 8 lambda =  0.200841 
## Iteration 9 lambda =  0.2008393 
## Iteration 10 lambda =  0.200839 
## Iteration 11 lambda =  0.2008389 
## Iteration 1 lambda =  0.3396019 
## Iteration 2 lambda =  0.2075223 
## Iteration 3 lambda =  0.1811064 
## Iteration 4 lambda =  0.1758232 
## Iteration 5 lambda =  0.1747666 
## Iteration 6 lambda =  0.1745552 
## Iteration 7 lambda =  0.174513 
## Iteration 8 lambda =  0.1745045 
## Iteration 9 lambda =  0.1745028 
## Iteration 10 lambda =  0.1745025 
## Iteration 11 lambda =  0.1745024 
## Iteration 1 lambda =  0.3451777 
## Iteration 2 lambda =  0.2142133 
## Iteration 3 lambda =  0.1880204 
## Iteration 4 lambda =  0.1827818 
## Iteration 5 lambda =  0.1817341 
## Iteration 6 lambda =  0.1815246 
## Iteration 7 lambda =  0.1814826 
## Iteration 8 lambda =  0.1814743 
## Iteration 9 lambda =  0.1814726 
## Iteration 10 lambda =  0.1814723 
## Iteration 11 lambda =  0.1814722 
## Iteration 1 lambda =  0.3793083 
## Iteration 2 lambda =  0.2551699 
## Iteration 3 lambda =  0.2303423 
## Iteration 4 lambda =  0.2253767 
## Iteration 5 lambda =  0.2243836 
## Iteration 6 lambda =  0.224185 
## Iteration 7 lambda =  0.2241453 
## Iteration 8 lambda =  0.2241373 
## Iteration 9 lambda =  0.2241357 
## Iteration 10 lambda =  0.2241354 
## Iteration 11 lambda =  0.2241354 
## Iteration 1 lambda =  0.3570763 
## Iteration 2 lambda =  0.2284916 
## Iteration 3 lambda =  0.2027746 
## Iteration 4 lambda =  0.1976312 
## Iteration 5 lambda =  0.1966026 
## Iteration 6 lambda =  0.1963968 
## Iteration 7 lambda =  0.1963557 
## Iteration 8 lambda =  0.1963475 
## Iteration 9 lambda =  0.1963458 
## Iteration 10 lambda =  0.1963455 
## Iteration 11 lambda =  0.1963454 
## Iteration 1 lambda =  0.3478238 
## Iteration 2 lambda =  0.2173886 
## Iteration 3 lambda =  0.1913015 
## Iteration 4 lambda =  0.1860841 
## Iteration 5 lambda =  0.1850406 
## Iteration 6 lambda =  0.1848319 
## Iteration 7 lambda =  0.1847902 
## Iteration 8 lambda =  0.1847819 
## Iteration 9 lambda =  0.1847802 
## Iteration 10 lambda =  0.1847799 
## Iteration 11 lambda =  0.1847798 
## Iteration 1 lambda =  0.3320203 
## Iteration 2 lambda =  0.1984243 
## Iteration 3 lambda =  0.1717052 
## Iteration 4 lambda =  0.1663613 
## Iteration 5 lambda =  0.1652926 
## Iteration 6 lambda =  0.1650788 
## Iteration 7 lambda =  0.1650361 
## Iteration 8 lambda =  0.1650275 
## Iteration 9 lambda =  0.1650258 
## Iteration 10 lambda =  0.1650254 
## Iteration 11 lambda =  0.1650254 
## Iteration 1 lambda =  0.3863445 
## Iteration 2 lambda =  0.2636134 
## Iteration 3 lambda =  0.2390672 
## Iteration 4 lambda =  0.234158 
## Iteration 5 lambda =  0.2331761 
## Iteration 6 lambda =  0.2329797 
## Iteration 7 lambda =  0.2329405 
## Iteration 8 lambda =  0.2329326 
## Iteration 9 lambda =  0.232931 
## Iteration 10 lambda =  0.2329307 
## Iteration 11 lambda =  0.2329307 
## Iteration 1 lambda =  0.322491 
## Iteration 2 lambda =  0.1869892 
## Iteration 3 lambda =  0.1598888 
## Iteration 4 lambda =  0.1544687 
## Iteration 5 lambda =  0.1533847 
## Iteration 6 lambda =  0.1531679 
## Iteration 7 lambda =  0.1531246 
## Iteration 8 lambda =  0.1531159 
## Iteration 9 lambda =  0.1531142 
## Iteration 10 lambda =  0.1531138 
## Iteration 11 lambda =  0.1531137 
## Iteration 1 lambda =  0.3870796 
## Iteration 2 lambda =  0.2644955 
## Iteration 3 lambda =  0.2399787 
## Iteration 4 lambda =  0.2350753 
## Iteration 5 lambda =  0.2340947 
## Iteration 6 lambda =  0.2338985 
## Iteration 7 lambda =  0.2338593 
## Iteration 8 lambda =  0.2338515 
## Iteration 9 lambda =  0.2338499 
## Iteration 10 lambda =  0.2338496 
## Iteration 11 lambda =  0.2338495 
## Iteration 1 lambda =  0.3596158 
## Iteration 2 lambda =  0.2315389 
## Iteration 3 lambda =  0.2059235 
## Iteration 4 lambda =  0.2008005 
## Iteration 5 lambda =  0.1997759 
## Iteration 6 lambda =  0.1995709 
## Iteration 7 lambda =  0.1995299 
## Iteration 8 lambda =  0.1995217 
## Iteration 9 lambda =  0.1995201 
## Iteration 10 lambda =  0.1995198 
## Iteration 11 lambda =  0.1995197 
## Iteration 1 lambda =  0.4141711 
## Iteration 2 lambda =  0.2970054 
## Iteration 3 lambda =  0.2735722 
## Iteration 4 lambda =  0.2688856 
## Iteration 5 lambda =  0.2679483 
## Iteration 6 lambda =  0.2677608 
## Iteration 7 lambda =  0.2677233 
## Iteration 8 lambda =  0.2677158 
## Iteration 9 lambda =  0.2677143 
## Iteration 10 lambda =  0.267714 
## Iteration 11 lambda =  0.267714 
## Iteration 1 lambda =  0.3493219 
## Iteration 2 lambda =  0.2191863 
## Iteration 3 lambda =  0.1931592 
## Iteration 4 lambda =  0.1879538 
## Iteration 5 lambda =  0.1869127 
## Iteration 6 lambda =  0.1867045 
## Iteration 7 lambda =  0.1866628 
## Iteration 8 lambda =  0.1866545 
## Iteration 9 lambda =  0.1866528 
## Iteration 10 lambda =  0.1866525 
## Iteration 11 lambda =  0.1866524 
## Iteration 1 lambda =  0.3694146 
## Iteration 2 lambda =  0.2432975 
## Iteration 3 lambda =  0.2180741 
## Iteration 4 lambda =  0.2130294 
## Iteration 5 lambda =  0.2120205 
## Iteration 6 lambda =  0.2118187 
## Iteration 7 lambda =  0.2117783 
## Iteration 8 lambda =  0.2117702 
## Iteration 9 lambda =  0.2117686 
## Iteration 10 lambda =  0.2117683 
## Iteration 11 lambda =  0.2117682 
## Iteration 1 lambda =  0.3497045 
## Iteration 2 lambda =  0.2196454 
## Iteration 3 lambda =  0.1936335 
## Iteration 4 lambda =  0.1884312 
## Iteration 5 lambda =  0.1873907 
## Iteration 6 lambda =  0.1871826 
## Iteration 7 lambda =  0.187141 
## Iteration 8 lambda =  0.1871327 
## Iteration 9 lambda =  0.187131 
## Iteration 10 lambda =  0.1871307 
## Iteration 11 lambda =  0.1871306 
## Iteration 1 lambda =  0.3179879 
## Iteration 2 lambda =  0.1815855 
## Iteration 3 lambda =  0.154305 
## Iteration 4 lambda =  0.1488489 
## Iteration 5 lambda =  0.1477577 
## Iteration 6 lambda =  0.1475394 
## Iteration 7 lambda =  0.1474958 
## Iteration 8 lambda =  0.147487 
## Iteration 9 lambda =  0.1474853 
## Iteration 10 lambda =  0.147485 
## Iteration 11 lambda =  0.1474849 
## Iteration 1 lambda =  0.3507583 
## Iteration 2 lambda =  0.2209099 
## Iteration 3 lambda =  0.1949402 
## Iteration 4 lambda =  0.1897463 
## Iteration 5 lambda =  0.1887075 
## Iteration 6 lambda =  0.1884998 
## Iteration 7 lambda =  0.1884582 
## Iteration 8 lambda =  0.1884499 
## Iteration 9 lambda =  0.1884482 
## Iteration 10 lambda =  0.1884479 
## Iteration 11 lambda =  0.1884478 
## Iteration 1 lambda =  0.3873174 
## Iteration 2 lambda =  0.2647809 
## Iteration 3 lambda =  0.2402735 
## Iteration 4 lambda =  0.2353721 
## Iteration 5 lambda =  0.2343918 
## Iteration 6 lambda =  0.2341957 
## Iteration 7 lambda =  0.2341565 
## Iteration 8 lambda =  0.2341487 
## Iteration 9 lambda =  0.2341471 
## Iteration 10 lambda =  0.2341468 
## Iteration 11 lambda =  0.2341467 
## Iteration 1 lambda =  0.3394052 
## Iteration 2 lambda =  0.2072863 
## Iteration 3 lambda =  0.1808625 
## Iteration 4 lambda =  0.1755777 
## Iteration 5 lambda =  0.1745208 
## Iteration 6 lambda =  0.1743094 
## Iteration 7 lambda =  0.1742671 
## Iteration 8 lambda =  0.1742586 
## Iteration 9 lambda =  0.174257 
## Iteration 10 lambda =  0.1742566 
## Iteration 11 lambda =  0.1742565 
## Iteration 1 lambda =  0.3786654 
## Iteration 2 lambda =  0.2543985 
## Iteration 3 lambda =  0.2295451 
## Iteration 4 lambda =  0.2245745 
## Iteration 5 lambda =  0.2235803 
## Iteration 6 lambda =  0.2233815 
## Iteration 7 lambda =  0.2233417 
## Iteration 8 lambda =  0.2233338 
## Iteration 9 lambda =  0.2233322 
## Iteration 10 lambda =  0.2233319 
## Iteration 11 lambda =  0.2233318 
## Iteration 1 lambda =  0.3695792 
## Iteration 2 lambda =  0.243495 
## Iteration 3 lambda =  0.2182782 
## Iteration 4 lambda =  0.2132348 
## Iteration 5 lambda =  0.2122262 
## Iteration 6 lambda =  0.2120244 
## Iteration 7 lambda =  0.2119841 
## Iteration 8 lambda =  0.211976 
## Iteration 9 lambda =  0.2119744 
## Iteration 10 lambda =  0.2119741 
## Iteration 11 lambda =  0.211974 
## Iteration 1 lambda =  0.3716563 
## Iteration 2 lambda =  0.2459875 
## Iteration 3 lambda =  0.2208538 
## Iteration 4 lambda =  0.215827 
## Iteration 5 lambda =  0.2148217 
## Iteration 6 lambda =  0.2146206 
## Iteration 7 lambda =  0.2145804 
## Iteration 8 lambda =  0.2145723 
## Iteration 9 lambda =  0.2145707 
## Iteration 10 lambda =  0.2145704 
## Iteration 11 lambda =  0.2145704 
## Iteration 1 lambda =  0.3639987 
## Iteration 2 lambda =  0.2367984 
## Iteration 3 lambda =  0.2113583 
## Iteration 4 lambda =  0.2062703 
## Iteration 5 lambda =  0.2052527 
## Iteration 6 lambda =  0.2050492 
## Iteration 7 lambda =  0.2050085 
## Iteration 8 lambda =  0.2050004 
## Iteration 9 lambda =  0.2049987 
## Iteration 10 lambda =  0.2049984 
## Iteration 11 lambda =  0.2049983 
## Iteration 1 lambda =  0.3467201 
## Iteration 2 lambda =  0.2160641 
## Iteration 3 lambda =  0.1899329 
## Iteration 4 lambda =  0.1847067 
## Iteration 5 lambda =  0.1836614 
## Iteration 6 lambda =  0.1834524 
## Iteration 7 lambda =  0.1834106 
## Iteration 8 lambda =  0.1834022 
## Iteration 9 lambda =  0.1834005 
## Iteration 10 lambda =  0.1834002 
## Iteration 11 lambda =  0.1834001 
## Iteration 1 lambda =  0.3651677 
## Iteration 2 lambda =  0.2382013 
## Iteration 3 lambda =  0.212808 
## Iteration 4 lambda =  0.2077293 
## Iteration 5 lambda =  0.2067136 
## Iteration 6 lambda =  0.2065105 
## Iteration 7 lambda =  0.2064698 
## Iteration 8 lambda =  0.2064617 
## Iteration 9 lambda =  0.2064601 
## Iteration 10 lambda =  0.2064598 
## Iteration 11 lambda =  0.2064597 
## Iteration 1 lambda =  0.3581527 
## Iteration 2 lambda =  0.2297833 
## Iteration 3 lambda =  0.2041094 
## Iteration 4 lambda =  0.1989746 
## Iteration 5 lambda =  0.1979476 
## Iteration 6 lambda =  0.1977422 
## Iteration 7 lambda =  0.1977012 
## Iteration 8 lambda =  0.197693 
## Iteration 9 lambda =  0.1976913 
## Iteration 10 lambda =  0.197691 
## Iteration 11 lambda =  0.1976909 
## Iteration 1 lambda =  0.2987345 
## Iteration 2 lambda =  0.1584814 
## Iteration 3 lambda =  0.1304307 
## Iteration 4 lambda =  0.1248206 
## Iteration 5 lambda =  0.1236986 
## Iteration 6 lambda =  0.1234742 
## Iteration 7 lambda =  0.1234293 
## Iteration 8 lambda =  0.1234203 
## Iteration 9 lambda =  0.1234185 
## Iteration 10 lambda =  0.1234182 
## Iteration 11 lambda =  0.1234181 
## Iteration 1 lambda =  0.3801205 
## Iteration 2 lambda =  0.2561446 
## Iteration 3 lambda =  0.2313494 
## Iteration 4 lambda =  0.2263904 
## Iteration 5 lambda =  0.2253986 
## Iteration 6 lambda =  0.2252002 
## Iteration 7 lambda =  0.2251606 
## Iteration 8 lambda =  0.2251526 
## Iteration 9 lambda =  0.225151 
## Iteration 10 lambda =  0.2251507 
## Iteration 11 lambda =  0.2251507 
## Iteration 1 lambda =  0.3331346 
## Iteration 2 lambda =  0.1997615 
## Iteration 3 lambda =  0.1730869 
## Iteration 4 lambda =  0.1677519 
## Iteration 5 lambda =  0.166685 
## Iteration 6 lambda =  0.1664716 
## Iteration 7 lambda =  0.1664289 
## Iteration 8 lambda =  0.1664203 
## Iteration 9 lambda =  0.1664186 
## Iteration 10 lambda =  0.1664183 
## Iteration 11 lambda =  0.1664182 
## Iteration 1 lambda =  0.3229947 
## Iteration 2 lambda =  0.1875936 
## Iteration 3 lambda =  0.1605134 
## Iteration 4 lambda =  0.1550973 
## Iteration 5 lambda =  0.1540141 
## Iteration 6 lambda =  0.1537975 
## Iteration 7 lambda =  0.1537542 
## Iteration 8 lambda =  0.1537455 
## Iteration 9 lambda =  0.1537438 
## Iteration 10 lambda =  0.1537434 
## Iteration 11 lambda =  0.1537433 
## Iteration 1 lambda =  0.3908541 
## Iteration 2 lambda =  0.269025 
## Iteration 3 lambda =  0.2446591 
## Iteration 4 lambda =  0.239786 
## Iteration 5 lambda =  0.2388113 
## Iteration 6 lambda =  0.2386164 
## Iteration 7 lambda =  0.2385774 
## Iteration 8 lambda =  0.2385696 
## Iteration 9 lambda =  0.2385681 
## Iteration 10 lambda =  0.2385677 
## Iteration 11 lambda =  0.2385677 
## Iteration 1 lambda =  0.3791901 
## Iteration 2 lambda =  0.2550281 
## Iteration 3 lambda =  0.2301957 
## Iteration 4 lambda =  0.2252292 
## Iteration 5 lambda =  0.2242359 
## Iteration 6 lambda =  0.2240373 
## Iteration 7 lambda =  0.2239975 
## Iteration 8 lambda =  0.2239896 
## Iteration 9 lambda =  0.223988 
## Iteration 10 lambda =  0.2239877 
## Iteration 11 lambda =  0.2239876 
## Iteration 1 lambda =  0.3583649 
## Iteration 2 lambda =  0.2300379 
## Iteration 3 lambda =  0.2043725 
## Iteration 4 lambda =  0.1992395 
## Iteration 5 lambda =  0.1982128 
## Iteration 6 lambda =  0.1980075 
## Iteration 7 lambda =  0.1979664 
## Iteration 8 lambda =  0.1979582 
## Iteration 9 lambda =  0.1979566 
## Iteration 10 lambda =  0.1979563 
## Iteration 11 lambda =  0.1979562 
## Iteration 1 lambda =  0.3437547 
## Iteration 2 lambda =  0.2125056 
## Iteration 3 lambda =  0.1862558 
## Iteration 4 lambda =  0.1810058 
## Iteration 5 lambda =  0.1799558 
## Iteration 6 lambda =  0.1797458 
## Iteration 7 lambda =  0.1797038 
## Iteration 8 lambda =  0.1796954 
## Iteration 9 lambda =  0.1796937 
## Iteration 10 lambda =  0.1796934 
## Iteration 11 lambda =  0.1796933 
## Iteration 1 lambda =  0.3514271 
## Iteration 2 lambda =  0.2217126 
## Iteration 3 lambda =  0.1957696 
## Iteration 4 lambda =  0.1905811 
## Iteration 5 lambda =  0.1895433 
## Iteration 6 lambda =  0.1893358 
## Iteration 7 lambda =  0.1892943 
## Iteration 8 lambda =  0.189286 
## Iteration 9 lambda =  0.1892843 
## Iteration 10 lambda =  0.189284 
## Iteration 11 lambda =  0.1892839 
## Iteration 1 lambda =  0.372257 
## Iteration 2 lambda =  0.2467084 
## Iteration 3 lambda =  0.2215987 
## Iteration 4 lambda =  0.2165767 
## Iteration 5 lambda =  0.2155723 
## Iteration 6 lambda =  0.2153715 
## Iteration 7 lambda =  0.2153313 
## Iteration 8 lambda =  0.2153233 
## Iteration 9 lambda =  0.2153216 
## Iteration 10 lambda =  0.2153213 
## Iteration 11 lambda =  0.2153213 
## Iteration 1 lambda =  0.3428991 
## Iteration 2 lambda =  0.2114789 
## Iteration 3 lambda =  0.1851948 
## Iteration 4 lambda =  0.179938 
## Iteration 5 lambda =  0.1788867 
## Iteration 6 lambda =  0.1786764 
## Iteration 7 lambda =  0.1786343 
## Iteration 8 lambda =  0.1786259 
## Iteration 9 lambda =  0.1786242 
## Iteration 10 lambda =  0.1786239 
## Iteration 11 lambda =  0.1786238 
## Iteration 1 lambda =  0.3476358 
## Iteration 2 lambda =  0.2171629 
## Iteration 3 lambda =  0.1910684 
## Iteration 4 lambda =  0.1858494 
## Iteration 5 lambda =  0.1848057 
## Iteration 6 lambda =  0.1845969 
## Iteration 7 lambda =  0.1845552 
## Iteration 8 lambda =  0.1845468 
## Iteration 9 lambda =  0.1845451 
## Iteration 10 lambda =  0.1845448 
## Iteration 11 lambda =  0.1845447 
## Iteration 1 lambda =  0.3543653 
## Iteration 2 lambda =  0.2252383 
## Iteration 3 lambda =  0.199413 
## Iteration 4 lambda =  0.1942479 
## Iteration 5 lambda =  0.1932149 
## Iteration 6 lambda =  0.1930083 
## Iteration 7 lambda =  0.1929669 
## Iteration 8 lambda =  0.1929587 
## Iteration 9 lambda =  0.192957 
## Iteration 10 lambda =  0.1929567 
## Iteration 11 lambda =  0.1929566 
## Iteration 1 lambda =  0.3337869 
## Iteration 2 lambda =  0.2005443 
## Iteration 3 lambda =  0.1738958 
## Iteration 4 lambda =  0.168566 
## Iteration 5 lambda =  0.1675001 
## Iteration 6 lambda =  0.1672869 
## Iteration 7 lambda =  0.1672443 
## Iteration 8 lambda =  0.1672358 
## Iteration 9 lambda =  0.167234 
## Iteration 10 lambda =  0.1672337 
## Iteration 11 lambda =  0.1672336 
## Iteration 1 lambda =  0.3332248 
## Iteration 2 lambda =  0.1998698 
## Iteration 3 lambda =  0.1731988 
## Iteration 4 lambda =  0.1678646 
## Iteration 5 lambda =  0.1667977 
## Iteration 6 lambda =  0.1665844 
## Iteration 7 lambda =  0.1665417 
## Iteration 8 lambda =  0.1665332 
## Iteration 9 lambda =  0.1665315 
## Iteration 10 lambda =  0.1665311 
## Iteration 11 lambda =  0.166531 
## Iteration 1 lambda =  0.3537451 
## Iteration 2 lambda =  0.2244941 
## Iteration 3 lambda =  0.1986439 
## Iteration 4 lambda =  0.1934739 
## Iteration 5 lambda =  0.1924399 
## Iteration 6 lambda =  0.192233 
## Iteration 7 lambda =  0.1921917 
## Iteration 8 lambda =  0.1921834 
## Iteration 9 lambda =  0.1921818 
## Iteration 10 lambda =  0.1921814 
## Iteration 11 lambda =  0.1921814 
## Iteration 1 lambda =  0.3578953 
## Iteration 2 lambda =  0.2294744 
## Iteration 3 lambda =  0.2037902 
## Iteration 4 lambda =  0.1986534 
## Iteration 5 lambda =  0.197626 
## Iteration 6 lambda =  0.1974205 
## Iteration 7 lambda =  0.1973794 
## Iteration 8 lambda =  0.1973712 
## Iteration 9 lambda =  0.1973696 
## Iteration 10 lambda =  0.1973693 
## Iteration 11 lambda =  0.1973692 
## Iteration 1 lambda =  0.3700406 
## Iteration 2 lambda =  0.2440488 
## Iteration 3 lambda =  0.2188504 
## Iteration 4 lambda =  0.2138107 
## Iteration 5 lambda =  0.2128028 
## Iteration 6 lambda =  0.2126012 
## Iteration 7 lambda =  0.2125609 
## Iteration 8 lambda =  0.2125528 
## Iteration 9 lambda =  0.2125512 
## Iteration 10 lambda =  0.2125509 
## Iteration 11 lambda =  0.2125508 
## Iteration 1 lambda =  0.367091 
## Iteration 2 lambda =  0.2405092 
## Iteration 3 lambda =  0.2151928 
## Iteration 4 lambda =  0.2101296 
## Iteration 5 lambda =  0.2091169 
## Iteration 6 lambda =  0.2089144 
## Iteration 7 lambda =  0.2088739 
## Iteration 8 lambda =  0.2088658 
## Iteration 9 lambda =  0.2088642 
## Iteration 10 lambda =  0.2088638 
## Iteration 11 lambda =  0.2088638 
## Iteration 1 lambda =  0.3580179 
## Iteration 2 lambda =  0.2296215 
## Iteration 3 lambda =  0.2039422 
## Iteration 4 lambda =  0.1988064 
## Iteration 5 lambda =  0.1977792 
## Iteration 6 lambda =  0.1975738 
## Iteration 7 lambda =  0.1975327 
## Iteration 8 lambda =  0.1975245 
## Iteration 9 lambda =  0.1975228 
## Iteration 10 lambda =  0.1975225 
## Iteration 11 lambda =  0.1975224 
## Iteration 1 lambda =  0.3720809 
## Iteration 2 lambda =  0.246497 
## Iteration 3 lambda =  0.2213803 
## Iteration 4 lambda =  0.2163569 
## Iteration 5 lambda =  0.2153523 
## Iteration 6 lambda =  0.2151513 
## Iteration 7 lambda =  0.2151111 
## Iteration 8 lambda =  0.2151031 
## Iteration 9 lambda =  0.2151015 
## Iteration 10 lambda =  0.2151012 
## Iteration 11 lambda =  0.2151011 
## Iteration 1 lambda =  0.3086457 
## Iteration 2 lambda =  0.1703748 
## Iteration 3 lambda =  0.1427206 
## Iteration 4 lambda =  0.1371898 
## Iteration 5 lambda =  0.1360836 
## Iteration 6 lambda =  0.1358624 
## Iteration 7 lambda =  0.1358182 
## Iteration 8 lambda =  0.1358093 
## Iteration 9 lambda =  0.1358075 
## Iteration 10 lambda =  0.1358072 
## Iteration 11 lambda =  0.1358071 
## Iteration 1 lambda =  0.3615827 
## Iteration 2 lambda =  0.2338993 
## Iteration 3 lambda =  0.2083626 
## Iteration 4 lambda =  0.2032552 
## Iteration 5 lambda =  0.2022338 
## Iteration 6 lambda =  0.2020295 
## Iteration 7 lambda =  0.2019886 
## Iteration 8 lambda =  0.2019804 
## Iteration 9 lambda =  0.2019788 
## Iteration 10 lambda =  0.2019785 
## Iteration 11 lambda =  0.2019784 
## Iteration 1 lambda =  0.3385481 
## Iteration 2 lambda =  0.2062577 
## Iteration 3 lambda =  0.1797996 
## Iteration 4 lambda =  0.174508 
## Iteration 5 lambda =  0.1734497 
## Iteration 6 lambda =  0.173238 
## Iteration 7 lambda =  0.1731957 
## Iteration 8 lambda =  0.1731872 
## Iteration 9 lambda =  0.1731855 
## Iteration 10 lambda =  0.1731852 
## Iteration 11 lambda =  0.1731851 
## Iteration 1 lambda =  0.3739581 
## Iteration 2 lambda =  0.2487497 
## Iteration 3 lambda =  0.223708 
## Iteration 4 lambda =  0.2186997 
## Iteration 5 lambda =  0.217698 
## Iteration 6 lambda =  0.2174977 
## Iteration 7 lambda =  0.2174576 
## Iteration 8 lambda =  0.2174496 
## Iteration 9 lambda =  0.217448 
## Iteration 10 lambda =  0.2174477 
## Iteration 11 lambda =  0.2174476 
## Iteration 1 lambda =  0.3333679 
## Iteration 2 lambda =  0.2000415 
## Iteration 3 lambda =  0.1733762 
## Iteration 4 lambda =  0.1680431 
## Iteration 5 lambda =  0.1669765 
## Iteration 6 lambda =  0.1667632 
## Iteration 7 lambda =  0.1667205 
## Iteration 8 lambda =  0.166712 
## Iteration 9 lambda =  0.1667103 
## Iteration 10 lambda =  0.16671 
## Iteration 11 lambda =  0.1667099 
## Iteration 1 lambda =  0.3750132 
## Iteration 2 lambda =  0.2500159 
## Iteration 3 lambda =  0.2250164 
## Iteration 4 lambda =  0.2200165 
## Iteration 5 lambda =  0.2190166 
## Iteration 6 lambda =  0.2188166 
## Iteration 7 lambda =  0.2187766 
## Iteration 8 lambda =  0.2187686 
## Iteration 9 lambda =  0.218767 
## Iteration 10 lambda =  0.2187666 
## Iteration 11 lambda =  0.2187666 
## Iteration 1 lambda =  0.3625396 
## Iteration 2 lambda =  0.2350475 
## Iteration 3 lambda =  0.2095491 
## Iteration 4 lambda =  0.2044494 
## Iteration 5 lambda =  0.2034295 
## Iteration 6 lambda =  0.2032255 
## Iteration 7 lambda =  0.2031847 
## Iteration 8 lambda =  0.2031765 
## Iteration 9 lambda =  0.2031749 
## Iteration 10 lambda =  0.2031746 
## Iteration 11 lambda =  0.2031745 
## Iteration 1 lambda =  0.3651477 
## Iteration 2 lambda =  0.2381772 
## Iteration 3 lambda =  0.2127831 
## Iteration 4 lambda =  0.2077043 
## Iteration 5 lambda =  0.2066885 
## Iteration 6 lambda =  0.2064854 
## Iteration 7 lambda =  0.2064447 
## Iteration 8 lambda =  0.2064366 
## Iteration 9 lambda =  0.206435 
## Iteration 10 lambda =  0.2064347 
## Iteration 11 lambda =  0.2064346 
## Iteration 1 lambda =  0.3491732 
## Iteration 2 lambda =  0.2190078 
## Iteration 3 lambda =  0.1929747 
## Iteration 4 lambda =  0.1877681 
## Iteration 5 lambda =  0.1867268 
## Iteration 6 lambda =  0.1865185 
## Iteration 7 lambda =  0.1864769 
## Iteration 8 lambda =  0.1864685 
## Iteration 9 lambda =  0.1864669 
## Iteration 10 lambda =  0.1864665 
## Iteration 11 lambda =  0.1864665 
## Iteration 1 lambda =  0.391163 
## Iteration 2 lambda =  0.2693956 
## Iteration 3 lambda =  0.2450421 
## Iteration 4 lambda =  0.2401714 
## Iteration 5 lambda =  0.2391973 
## Iteration 6 lambda =  0.2390024 
## Iteration 7 lambda =  0.2389635 
## Iteration 8 lambda =  0.2389557 
## Iteration 9 lambda =  0.2389541 
## Iteration 10 lambda =  0.2389538 
## Iteration 11 lambda =  0.2389537 
## Iteration 1 lambda =  0.3541079 
## Iteration 2 lambda =  0.2249295 
## Iteration 3 lambda =  0.1990938 
## Iteration 4 lambda =  0.1939267 
## Iteration 5 lambda =  0.1928933 
## Iteration 6 lambda =  0.1926866 
## Iteration 7 lambda =  0.1926452 
## Iteration 8 lambda =  0.192637 
## Iteration 9 lambda =  0.1926353 
## Iteration 10 lambda =  0.192635 
## Iteration 11 lambda =  0.1926349 
## Iteration 1 lambda =  0.3288117 
## Iteration 2 lambda =  0.1945741 
## Iteration 3 lambda =  0.1677265 
## Iteration 4 lambda =  0.162357 
## Iteration 5 lambda =  0.1612831 
## Iteration 6 lambda =  0.1610684 
## Iteration 7 lambda =  0.1610254 
## Iteration 8 lambda =  0.1610168 
## Iteration 9 lambda =  0.1610151 
## Iteration 10 lambda =  0.1610147 
## Iteration 11 lambda =  0.1610147 
## Iteration 1 lambda =  0.3639229 
## Iteration 2 lambda =  0.2367074 
## Iteration 3 lambda =  0.2112643 
## Iteration 4 lambda =  0.2061757 
## Iteration 5 lambda =  0.205158 
## Iteration 6 lambda =  0.2049545 
## Iteration 7 lambda =  0.2049138 
## Iteration 8 lambda =  0.2049056 
## Iteration 9 lambda =  0.204904 
## Iteration 10 lambda =  0.2049037 
## Iteration 11 lambda =  0.2049036 
## Iteration 1 lambda =  0.3726357 
## Iteration 2 lambda =  0.2471629 
## Iteration 3 lambda =  0.2220683 
## Iteration 4 lambda =  0.2170494 
## Iteration 5 lambda =  0.2160456 
## Iteration 6 lambda =  0.2158448 
## Iteration 7 lambda =  0.2158047 
## Iteration 8 lambda =  0.2157966 
## Iteration 9 lambda =  0.215795 
## Iteration 10 lambda =  0.2157947 
## Iteration 11 lambda =  0.2157947 
## Iteration 1 lambda =  0.3271276 
## Iteration 2 lambda =  0.1925531 
## Iteration 3 lambda =  0.1656382 
## Iteration 4 lambda =  0.1602552 
## Iteration 5 lambda =  0.1591786 
## Iteration 6 lambda =  0.1589633 
## Iteration 7 lambda =  0.1589202 
## Iteration 8 lambda =  0.1589116 
## Iteration 9 lambda =  0.1589099 
## Iteration 10 lambda =  0.1589095 
## Iteration 11 lambda =  0.1589095 
## Iteration 1 lambda =  0.3314877 
## Iteration 2 lambda =  0.1977852 
## Iteration 3 lambda =  0.1710447 
## Iteration 4 lambda =  0.1656966 
## Iteration 5 lambda =  0.164627 
## Iteration 6 lambda =  0.1644131 
## Iteration 7 lambda =  0.1643703 
## Iteration 8 lambda =  0.1643617 
## Iteration 9 lambda =  0.16436 
## Iteration 10 lambda =  0.1643597 
## Iteration 11 lambda =  0.1643596 
## Iteration 1 lambda =  0.3372156 
## Iteration 2 lambda =  0.2046587 
## Iteration 3 lambda =  0.1781474 
## Iteration 4 lambda =  0.1728451 
## Iteration 5 lambda =  0.1717846 
## Iteration 6 lambda =  0.1715725 
## Iteration 7 lambda =  0.1715301 
## Iteration 8 lambda =  0.1715216 
## Iteration 9 lambda =  0.1715199 
## Iteration 10 lambda =  0.1715196 
## Iteration 11 lambda =  0.1715195 
## Iteration 1 lambda =  0.3585663 
## Iteration 2 lambda =  0.2302796 
## Iteration 3 lambda =  0.2046222 
## Iteration 4 lambda =  0.1994908 
## Iteration 5 lambda =  0.1984645 
## Iteration 6 lambda =  0.1982592 
## Iteration 7 lambda =  0.1982182 
## Iteration 8 lambda =  0.19821 
## Iteration 9 lambda =  0.1982083 
## Iteration 10 lambda =  0.198208 
## Iteration 11 lambda =  0.1982079 
## Iteration 1 lambda =  0.3262625 
## Iteration 2 lambda =  0.191515 
## Iteration 3 lambda =  0.1645655 
## Iteration 4 lambda =  0.1591756 
## Iteration 5 lambda =  0.1580976 
## Iteration 6 lambda =  0.157882 
## Iteration 7 lambda =  0.1578389 
## Iteration 8 lambda =  0.1578302 
## Iteration 9 lambda =  0.1578285 
## Iteration 10 lambda =  0.1578282 
## Iteration 11 lambda =  0.1578281 
## Iteration 1 lambda =  0.350324 
## Iteration 2 lambda =  0.2203888 
## Iteration 3 lambda =  0.1944018 
## Iteration 4 lambda =  0.1892044 
## Iteration 5 lambda =  0.1881649 
## Iteration 6 lambda =  0.187957 
## Iteration 7 lambda =  0.1879154 
## Iteration 8 lambda =  0.1879071 
## Iteration 9 lambda =  0.1879054 
## Iteration 10 lambda =  0.1879051 
## Iteration 11 lambda =  0.187905 
## Iteration 1 lambda =  0.3671796 
## Iteration 2 lambda =  0.2406155 
## Iteration 3 lambda =  0.2153027 
## Iteration 4 lambda =  0.2102401 
## Iteration 5 lambda =  0.2092276 
## Iteration 6 lambda =  0.2090251 
## Iteration 7 lambda =  0.2089846 
## Iteration 8 lambda =  0.2089765 
## Iteration 9 lambda =  0.2089749 
## Iteration 10 lambda =  0.2089745 
## Iteration 11 lambda =  0.2089745 
## Iteration 1 lambda =  0.4153243 
## Iteration 2 lambda =  0.2983892 
## Iteration 3 lambda =  0.2750021 
## Iteration 4 lambda =  0.2703247 
## Iteration 5 lambda =  0.2693892 
## Iteration 6 lambda =  0.2692022 
## Iteration 7 lambda =  0.2691647 
## Iteration 8 lambda =  0.2691572 
## Iteration 9 lambda =  0.2691558 
## Iteration 10 lambda =  0.2691555 
## Iteration 11 lambda =  0.2691554 
## Iteration 1 lambda =  0.4129068 
## Iteration 2 lambda =  0.2954882 
## Iteration 3 lambda =  0.2720045 
## Iteration 4 lambda =  0.2673077 
## Iteration 5 lambda =  0.2663684 
## Iteration 6 lambda =  0.2661805 
## Iteration 7 lambda =  0.2661429 
## Iteration 8 lambda =  0.2661354 
## Iteration 9 lambda =  0.2661339 
## Iteration 10 lambda =  0.2661336 
## Iteration 11 lambda =  0.2661335 
## Iteration 1 lambda =  0.3635525 
## Iteration 2 lambda =  0.236263 
## Iteration 3 lambda =  0.2108051 
## Iteration 4 lambda =  0.2057135 
## Iteration 5 lambda =  0.2046952 
## Iteration 6 lambda =  0.2044915 
## Iteration 7 lambda =  0.2044508 
## Iteration 8 lambda =  0.2044427 
## Iteration 9 lambda =  0.204441 
## Iteration 10 lambda =  0.2044407 
## Iteration 11 lambda =  0.2044406 
## Iteration 1 lambda =  0.343867 
## Iteration 2 lambda =  0.2126404 
## Iteration 3 lambda =  0.1863951 
## Iteration 4 lambda =  0.1811461 
## Iteration 5 lambda =  0.1800963 
## Iteration 6 lambda =  0.1798863 
## Iteration 7 lambda =  0.1798443 
## Iteration 8 lambda =  0.1798359 
## Iteration 9 lambda =  0.1798342 
## Iteration 10 lambda =  0.1798339 
## Iteration 11 lambda =  0.1798338 
## Iteration 1 lambda =  0.361691 
## Iteration 2 lambda =  0.2340292 
## Iteration 3 lambda =  0.2084969 
## Iteration 4 lambda =  0.2033904 
## Iteration 5 lambda =  0.2023691 
## Iteration 6 lambda =  0.2021648 
## Iteration 7 lambda =  0.202124 
## Iteration 8 lambda =  0.2021158 
## Iteration 9 lambda =  0.2021142 
## Iteration 10 lambda =  0.2021139 
## Iteration 11 lambda =  0.2021138 
## Iteration 1 lambda =  0.3522261 
## Iteration 2 lambda =  0.2226714 
## Iteration 3 lambda =  0.1967604 
## Iteration 4 lambda =  0.1915782 
## Iteration 5 lambda =  0.1905418 
## Iteration 6 lambda =  0.1903345 
## Iteration 7 lambda =  0.190293 
## Iteration 8 lambda =  0.1902847 
## Iteration 9 lambda =  0.1902831 
## Iteration 10 lambda =  0.1902828 
## Iteration 11 lambda =  0.1902827 
## Iteration 1 lambda =  0.4168214 
## Iteration 2 lambda =  0.3001857 
## Iteration 3 lambda =  0.2768585 
## Iteration 4 lambda =  0.2721931 
## Iteration 5 lambda =  0.27126 
## Iteration 6 lambda =  0.2710734 
## Iteration 7 lambda =  0.2710361 
## Iteration 8 lambda =  0.2710286 
## Iteration 9 lambda =  0.2710271 
## Iteration 10 lambda =  0.2710268 
## Iteration 11 lambda =  0.2710268 
## Iteration 1 lambda =  0.3905848 
## Iteration 2 lambda =  0.2687017 
## Iteration 3 lambda =  0.2443251 
## Iteration 4 lambda =  0.2394498 
## Iteration 5 lambda =  0.2384747 
## Iteration 6 lambda =  0.2382797 
## Iteration 7 lambda =  0.2382407 
## Iteration 8 lambda =  0.2382329 
## Iteration 9 lambda =  0.2382314 
## Iteration 10 lambda =  0.2382311 
## Iteration 11 lambda =  0.238231 
## Iteration 1 lambda =  0.3705759 
## Iteration 2 lambda =  0.244691 
## Iteration 3 lambda =  0.2195141 
## Iteration 4 lambda =  0.2144787 
## Iteration 5 lambda =  0.2134716 
## Iteration 6 lambda =  0.2132702 
## Iteration 7 lambda =  0.2132299 
## Iteration 8 lambda =  0.2132218 
## Iteration 9 lambda =  0.2132202 
## Iteration 10 lambda =  0.2132199 
## Iteration 11 lambda =  0.2132198 
## Iteration 1 lambda =  0.3718638 
## Iteration 2 lambda =  0.2462365 
## Iteration 3 lambda =  0.2211111 
## Iteration 4 lambda =  0.216086 
## Iteration 5 lambda =  0.215081 
## Iteration 6 lambda =  0.2148799 
## Iteration 7 lambda =  0.2148397 
## Iteration 8 lambda =  0.2148317 
## Iteration 9 lambda =  0.2148301 
## Iteration 10 lambda =  0.2148298 
## Iteration 11 lambda =  0.2148297 
## Iteration 1 lambda =  0.3181607 
## Iteration 2 lambda =  0.1817929 
## Iteration 3 lambda =  0.1545193 
## Iteration 4 lambda =  0.1490646 
## Iteration 5 lambda =  0.1479736 
## Iteration 6 lambda =  0.1477554 
## Iteration 7 lambda =  0.1477118 
## Iteration 8 lambda =  0.1477031 
## Iteration 9 lambda =  0.1477013 
## Iteration 10 lambda =  0.147701 
## Iteration 11 lambda =  0.1477009 
## Iteration 1 lambda =  0.3059342 
## Iteration 2 lambda =  0.167121 
## Iteration 3 lambda =  0.1393584 
## Iteration 4 lambda =  0.1338059 
## Iteration 5 lambda =  0.1326954 
## Iteration 6 lambda =  0.1324733 
## Iteration 7 lambda =  0.1324289 
## Iteration 8 lambda =  0.13242 
## Iteration 9 lambda =  0.1324182 
## Iteration 10 lambda =  0.1324178 
## Iteration 11 lambda =  0.1324178 
## Iteration 1 lambda =  0.3301355 
## Iteration 2 lambda =  0.1961626 
## Iteration 3 lambda =  0.169368 
## Iteration 4 lambda =  0.1640091 
## Iteration 5 lambda =  0.1629373 
## Iteration 6 lambda =  0.1627229 
## Iteration 7 lambda =  0.1626801 
## Iteration 8 lambda =  0.1626715 
## Iteration 9 lambda =  0.1626698 
## Iteration 10 lambda =  0.1626694 
## Iteration 11 lambda =  0.1626694 
## Iteration 1 lambda =  0.3561065 
## Iteration 2 lambda =  0.2273279 
## Iteration 3 lambda =  0.2015721 
## Iteration 4 lambda =  0.196421 
## Iteration 5 lambda =  0.1953907 
## Iteration 6 lambda =  0.1951847 
## Iteration 7 lambda =  0.1951435 
## Iteration 8 lambda =  0.1951352 
## Iteration 9 lambda =  0.1951336 
## Iteration 10 lambda =  0.1951333 
## Iteration 11 lambda =  0.1951332 
## Iteration 1 lambda =  0.3440248 
## Iteration 2 lambda =  0.2128297 
## Iteration 3 lambda =  0.1865907 
## Iteration 4 lambda =  0.1813429 
## Iteration 5 lambda =  0.1802933 
## Iteration 6 lambda =  0.1800834 
## Iteration 7 lambda =  0.1800415 
## Iteration 8 lambda =  0.1800331 
## Iteration 9 lambda =  0.1800314 
## Iteration 10 lambda =  0.180031 
## Iteration 11 lambda =  0.180031 
## Iteration 1 lambda =  0.3832173 
## Iteration 2 lambda =  0.2598607 
## Iteration 3 lambda =  0.2351894 
## Iteration 4 lambda =  0.2302552 
## Iteration 5 lambda =  0.2292683 
## Iteration 6 lambda =  0.229071 
## Iteration 7 lambda =  0.2290315 
## Iteration 8 lambda =  0.2290236 
## Iteration 9 lambda =  0.229022 
## Iteration 10 lambda =  0.2290217 
## Iteration 11 lambda =  0.2290216 
## Iteration 1 lambda =  0.3752378 
## Iteration 2 lambda =  0.2502853 
## Iteration 3 lambda =  0.2252949 
## Iteration 4 lambda =  0.2202968 
## Iteration 5 lambda =  0.2192971 
## Iteration 6 lambda =  0.2190972 
## Iteration 7 lambda =  0.2190572 
## Iteration 8 lambda =  0.2190492 
## Iteration 9 lambda =  0.2190476 
## Iteration 10 lambda =  0.2190473 
## Iteration 11 lambda =  0.2190473 
## Iteration 1 lambda =  0.363787 
## Iteration 2 lambda =  0.2365444 
## Iteration 3 lambda =  0.2110959 
## Iteration 4 lambda =  0.2060062 
## Iteration 5 lambda =  0.2049883 
## Iteration 6 lambda =  0.2047847 
## Iteration 7 lambda =  0.2047439 
## Iteration 8 lambda =  0.2047358 
## Iteration 9 lambda =  0.2047342 
## Iteration 10 lambda =  0.2047338 
## Iteration 11 lambda =  0.2047338 
## Iteration 1 lambda =  0.3457489 
## Iteration 2 lambda =  0.2148987 
## Iteration 3 lambda =  0.1887287 
## Iteration 4 lambda =  0.1834947 
## Iteration 5 lambda =  0.1824479 
## Iteration 6 lambda =  0.1822385 
## Iteration 7 lambda =  0.1821966 
## Iteration 8 lambda =  0.1821883 
## Iteration 9 lambda =  0.1821866 
## Iteration 10 lambda =  0.1821863 
## Iteration 11 lambda =  0.1821862 
## Iteration 1 lambda =  0.4031225 
## Iteration 2 lambda =  0.2837469 
## Iteration 3 lambda =  0.2598718 
## Iteration 4 lambda =  0.2550968 
## Iteration 5 lambda =  0.2541418 
## Iteration 6 lambda =  0.2539508 
## Iteration 7 lambda =  0.2539126 
## Iteration 8 lambda =  0.253905 
## Iteration 9 lambda =  0.2539035 
## Iteration 10 lambda =  0.2539031 
## Iteration 11 lambda =  0.2539031 
## Iteration 1 lambda =  0.3789335 
## Iteration 2 lambda =  0.2547202 
## Iteration 3 lambda =  0.2298775 
## Iteration 4 lambda =  0.224909 
## Iteration 5 lambda =  0.2239153 
## Iteration 6 lambda =  0.2237165 
## Iteration 7 lambda =  0.2236768 
## Iteration 8 lambda =  0.2236688 
## Iteration 9 lambda =  0.2236672 
## Iteration 10 lambda =  0.2236669 
## Iteration 11 lambda =  0.2236668 
## Iteration 1 lambda =  0.3791847 
## Iteration 2 lambda =  0.2550216 
## Iteration 3 lambda =  0.230189 
## Iteration 4 lambda =  0.2252225 
## Iteration 5 lambda =  0.2242292 
## Iteration 6 lambda =  0.2240305 
## Iteration 7 lambda =  0.2239908 
## Iteration 8 lambda =  0.2239828 
## Iteration 9 lambda =  0.2239812 
## Iteration 10 lambda =  0.2239809 
## Iteration 11 lambda =  0.2239809 
## Iteration 1 lambda =  0.3694055 
## Iteration 2 lambda =  0.2432866 
## Iteration 3 lambda =  0.2180628 
## Iteration 4 lambda =  0.213018 
## Iteration 5 lambda =  0.2120091 
## Iteration 6 lambda =  0.2118073 
## Iteration 7 lambda =  0.2117669 
## Iteration 8 lambda =  0.2117589 
## Iteration 9 lambda =  0.2117572 
## Iteration 10 lambda =  0.2117569 
## Iteration 11 lambda =  0.2117568 
## Iteration 1 lambda =  0.3238144 
## Iteration 2 lambda =  0.1885773 
## Iteration 3 lambda =  0.1615298 
## Iteration 4 lambda =  0.1561203 
## Iteration 5 lambda =  0.1550384 
## Iteration 6 lambda =  0.1548221 
## Iteration 7 lambda =  0.1547788 
## Iteration 8 lambda =  0.1547701 
## Iteration 9 lambda =  0.1547684 
## Iteration 10 lambda =  0.1547681 
## Iteration 11 lambda =  0.154768 
## Iteration 1 lambda =  0.3489321 
## Iteration 2 lambda =  0.2187185 
## Iteration 3 lambda =  0.1926758 
## Iteration 4 lambda =  0.1874672 
## Iteration 5 lambda =  0.1864255 
## Iteration 6 lambda =  0.1862172 
## Iteration 7 lambda =  0.1861755 
## Iteration 8 lambda =  0.1861672 
## Iteration 9 lambda =  0.1861655 
## Iteration 10 lambda =  0.1861652 
## Iteration 11 lambda =  0.1861651 
## Iteration 1 lambda =  0.4047809 
## Iteration 2 lambda =  0.285737 
## Iteration 3 lambda =  0.2619283 
## Iteration 4 lambda =  0.2571665 
## Iteration 5 lambda =  0.2562142 
## Iteration 6 lambda =  0.2560237 
## Iteration 7 lambda =  0.2559856 
## Iteration 8 lambda =  0.255978 
## Iteration 9 lambda =  0.2559765 
## Iteration 10 lambda =  0.2559761 
## Iteration 11 lambda =  0.2559761 
## Iteration 1 lambda =  0.3325253 
## Iteration 2 lambda =  0.1990304 
## Iteration 3 lambda =  0.1723314 
## Iteration 4 lambda =  0.1669916 
## Iteration 5 lambda =  0.1659237 
## Iteration 6 lambda =  0.1657101 
## Iteration 7 lambda =  0.1656674 
## Iteration 8 lambda =  0.1656588 
## Iteration 9 lambda =  0.1656571 
## Iteration 10 lambda =  0.1656568 
## Iteration 11 lambda =  0.1656567 
## Iteration 1 lambda =  0.3539213 
## Iteration 2 lambda =  0.2247055 
## Iteration 3 lambda =  0.1988624 
## Iteration 4 lambda =  0.1936938 
## Iteration 5 lambda =  0.19266 
## Iteration 6 lambda =  0.1924533 
## Iteration 7 lambda =  0.1924119 
## Iteration 8 lambda =  0.1924037 
## Iteration 9 lambda =  0.192402 
## Iteration 10 lambda =  0.1924017 
## Iteration 11 lambda =  0.1924016 
## Iteration 1 lambda =  0.3377015 
## Iteration 2 lambda =  0.2052417 
## Iteration 3 lambda =  0.1787498 
## Iteration 4 lambda =  0.1734514 
## Iteration 5 lambda =  0.1723917 
## Iteration 6 lambda =  0.1721798 
## Iteration 7 lambda =  0.1721374 
## Iteration 8 lambda =  0.1721289 
## Iteration 9 lambda =  0.1721272 
## Iteration 10 lambda =  0.1721269 
## Iteration 11 lambda =  0.1721268 
## Iteration 1 lambda =  0.4052515 
## Iteration 2 lambda =  0.2863018 
## Iteration 3 lambda =  0.2625119 
## Iteration 4 lambda =  0.2577539 
## Iteration 5 lambda =  0.2568023 
## Iteration 6 lambda =  0.2566119 
## Iteration 7 lambda =  0.2565739 
## Iteration 8 lambda =  0.2565663 
## Iteration 9 lambda =  0.2565647 
## Iteration 10 lambda =  0.2565644 
## Iteration 11 lambda =  0.2565644 
## Iteration 1 lambda =  0.3611878 
## Iteration 2 lambda =  0.2334254 
## Iteration 3 lambda =  0.2078729 
## Iteration 4 lambda =  0.2027624 
## Iteration 5 lambda =  0.2017403 
## Iteration 6 lambda =  0.2015359 
## Iteration 7 lambda =  0.201495 
## Iteration 8 lambda =  0.2014868 
## Iteration 9 lambda =  0.2014852 
## Iteration 10 lambda =  0.2014849 
## Iteration 11 lambda =  0.2014848 
## Iteration 1 lambda =  0.3939394 
## Iteration 2 lambda =  0.2727273 
## Iteration 3 lambda =  0.2484849 
## Iteration 4 lambda =  0.2436364 
## Iteration 5 lambda =  0.2426667 
## Iteration 6 lambda =  0.2424728 
## Iteration 7 lambda =  0.242434 
## Iteration 8 lambda =  0.2424262 
## Iteration 9 lambda =  0.2424247 
## Iteration 10 lambda =  0.2424244 
## Iteration 11 lambda =  0.2424243 
## Iteration 1 lambda =  0.3868172 
## Iteration 2 lambda =  0.2641807 
## Iteration 3 lambda =  0.2396533 
## Iteration 4 lambda =  0.2347479 
## Iteration 5 lambda =  0.2337668 
## Iteration 6 lambda =  0.2335706 
## Iteration 7 lambda =  0.2335313 
## Iteration 8 lambda =  0.2335235 
## Iteration 9 lambda =  0.2335219 
## Iteration 10 lambda =  0.2335216 
## Iteration 11 lambda =  0.2335215 
## Iteration 1 lambda =  0.3702676 
## Iteration 2 lambda =  0.2443211 
## Iteration 3 lambda =  0.2191318 
## Iteration 4 lambda =  0.2140939 
## Iteration 5 lambda =  0.2130863 
## Iteration 6 lambda =  0.2128848 
## Iteration 7 lambda =  0.2128445 
## Iteration 8 lambda =  0.2128365 
## Iteration 9 lambda =  0.2128348 
## Iteration 10 lambda =  0.2128345 
## Iteration 11 lambda =  0.2128345 
## Iteration 1 lambda =  0.3503036 
## Iteration 2 lambda =  0.2203643 
## Iteration 3 lambda =  0.1943764 
## Iteration 4 lambda =  0.1891788 
## Iteration 5 lambda =  0.1881393 
## Iteration 6 lambda =  0.1879314 
## Iteration 7 lambda =  0.1878898 
## Iteration 8 lambda =  0.1878815 
## Iteration 9 lambda =  0.1878799 
## Iteration 10 lambda =  0.1878795 
## Iteration 11 lambda =  0.1878795 
## Iteration 1 lambda =  0.3351958 
## Iteration 2 lambda =  0.2022349 
## Iteration 3 lambda =  0.1756427 
## Iteration 4 lambda =  0.1703243 
## Iteration 5 lambda =  0.1692606 
## Iteration 6 lambda =  0.1690479 
## Iteration 7 lambda =  0.1690053 
## Iteration 8 lambda =  0.1689968 
## Iteration 9 lambda =  0.1689951 
## Iteration 10 lambda =  0.1689948 
## Iteration 11 lambda =  0.1689947 
## Iteration 1 lambda =  0.3847024 
## Iteration 2 lambda =  0.2616429 
## Iteration 3 lambda =  0.237031 
## Iteration 4 lambda =  0.2321086 
## Iteration 5 lambda =  0.2311241 
## Iteration 6 lambda =  0.2309272 
## Iteration 7 lambda =  0.2308878 
## Iteration 8 lambda =  0.23088 
## Iteration 9 lambda =  0.2308784 
## Iteration 10 lambda =  0.2308781 
## Iteration 11 lambda =  0.230878 
## Iteration 1 lambda =  0.3149037 
## Iteration 2 lambda =  0.1778845 
## Iteration 3 lambda =  0.1504806 
## Iteration 4 lambda =  0.1449998 
## Iteration 5 lambda =  0.1439037 
## Iteration 6 lambda =  0.1436844 
## Iteration 7 lambda =  0.1436406 
## Iteration 8 lambda =  0.1436318 
## Iteration 9 lambda =  0.1436301 
## Iteration 10 lambda =  0.1436297 
## Iteration 11 lambda =  0.1436297 
## Iteration 1 lambda =  0.3436776 
## Iteration 2 lambda =  0.2124131 
## Iteration 3 lambda =  0.1861602 
## Iteration 4 lambda =  0.1809096 
## Iteration 5 lambda =  0.1798595 
## Iteration 6 lambda =  0.1796495 
## Iteration 7 lambda =  0.1796075 
## Iteration 8 lambda =  0.1795991 
## Iteration 9 lambda =  0.1795974 
## Iteration 10 lambda =  0.1795971 
## Iteration 11 lambda =  0.179597 
## Iteration 1 lambda =  0.3540247 
## Iteration 2 lambda =  0.2248297 
## Iteration 3 lambda =  0.1989907 
## Iteration 4 lambda =  0.1938229 
## Iteration 5 lambda =  0.1927893 
## Iteration 6 lambda =  0.1925826 
## Iteration 7 lambda =  0.1925412 
## Iteration 8 lambda =  0.192533 
## Iteration 9 lambda =  0.1925313 
## Iteration 10 lambda =  0.192531 
## Iteration 11 lambda =  0.1925309 
## Iteration 1 lambda =  0.3254605 
## Iteration 2 lambda =  0.1905526 
## Iteration 3 lambda =  0.163571 
## Iteration 4 lambda =  0.1581747 
## Iteration 5 lambda =  0.1570954 
## Iteration 6 lambda =  0.1568796 
## Iteration 7 lambda =  0.1568364 
## Iteration 8 lambda =  0.1568278 
## Iteration 9 lambda =  0.1568261 
## Iteration 10 lambda =  0.1568257 
## Iteration 11 lambda =  0.1568256 
## Iteration 1 lambda =  0.3798098 
## Iteration 2 lambda =  0.2557717 
## Iteration 3 lambda =  0.2309641 
## Iteration 4 lambda =  0.2260026 
## Iteration 5 lambda =  0.2250103 
## Iteration 6 lambda =  0.2248118 
## Iteration 7 lambda =  0.2247721 
## Iteration 8 lambda =  0.2247642 
## Iteration 9 lambda =  0.2247626 
## Iteration 10 lambda =  0.2247623 
## Iteration 11 lambda =  0.2247622 
## Iteration 1 lambda =  0.3427032 
## Iteration 2 lambda =  0.2112439 
## Iteration 3 lambda =  0.184952 
## Iteration 4 lambda =  0.1796936 
## Iteration 5 lambda =  0.1786419 
## Iteration 6 lambda =  0.1784316 
## Iteration 7 lambda =  0.1783895 
## Iteration 8 lambda =  0.1783811 
## Iteration 9 lambda =  0.1783794 
## Iteration 10 lambda =  0.1783791 
## Iteration 11 lambda =  0.178379 
## Iteration 1 lambda =  0.320617 
## Iteration 2 lambda =  0.1847404 
## Iteration 3 lambda =  0.1575651 
## Iteration 4 lambda =  0.15213 
## Iteration 5 lambda =  0.151043 
## Iteration 6 lambda =  0.1508256 
## Iteration 7 lambda =  0.1507821 
## Iteration 8 lambda =  0.1507734 
## Iteration 9 lambda =  0.1507717 
## Iteration 10 lambda =  0.1507713 
## Iteration 11 lambda =  0.1507713 
## Iteration 1 lambda =  0.3591097 
## Iteration 2 lambda =  0.2309316 
## Iteration 3 lambda =  0.205296 
## Iteration 4 lambda =  0.2001689 
## Iteration 5 lambda =  0.1991435 
## Iteration 6 lambda =  0.1989384 
## Iteration 7 lambda =  0.1988974 
## Iteration 8 lambda =  0.1988891 
## Iteration 9 lambda =  0.1988875 
## Iteration 10 lambda =  0.1988872 
## Iteration 11 lambda =  0.1988871 
## Iteration 1 lambda =  0.3519811 
## Iteration 2 lambda =  0.2223773 
## Iteration 3 lambda =  0.1964565 
## Iteration 4 lambda =  0.1912724 
## Iteration 5 lambda =  0.1902355 
## Iteration 6 lambda =  0.1900282 
## Iteration 7 lambda =  0.1899867 
## Iteration 8 lambda =  0.1899784 
## Iteration 9 lambda =  0.1899767 
## Iteration 10 lambda =  0.1899764 
## Iteration 11 lambda =  0.1899763 
## Iteration 1 lambda =  0.380305 
## Iteration 2 lambda =  0.2563659 
## Iteration 3 lambda =  0.2315781 
## Iteration 4 lambda =  0.2266206 
## Iteration 5 lambda =  0.2256291 
## Iteration 6 lambda =  0.2254308 
## Iteration 7 lambda =  0.2253911 
## Iteration 8 lambda =  0.2253832 
## Iteration 9 lambda =  0.2253816 
## Iteration 10 lambda =  0.2253813 
## Iteration 11 lambda =  0.2253812 
## Iteration 1 lambda =  0.3760558 
## Iteration 2 lambda =  0.251267 
## Iteration 3 lambda =  0.2263092 
## Iteration 4 lambda =  0.2213177 
## Iteration 5 lambda =  0.2203193 
## Iteration 6 lambda =  0.2201197 
## Iteration 7 lambda =  0.2200798 
## Iteration 8 lambda =  0.2200718 
## Iteration 9 lambda =  0.2200702 
## Iteration 10 lambda =  0.2200699 
## Iteration 11 lambda =  0.2200698 
## Iteration 1 lambda =  0.3291093 
## Iteration 2 lambda =  0.1949312 
## Iteration 3 lambda =  0.1680955 
## Iteration 4 lambda =  0.1627284 
## Iteration 5 lambda =  0.161655 
## Iteration 6 lambda =  0.1614403 
## Iteration 7 lambda =  0.1613974 
## Iteration 8 lambda =  0.1613888 
## Iteration 9 lambda =  0.1613871 
## Iteration 10 lambda =  0.1613867 
## Iteration 11 lambda =  0.1613867 
## Iteration 1 lambda =  0.3527835 
## Iteration 2 lambda =  0.2233402 
## Iteration 3 lambda =  0.1974516 
## Iteration 4 lambda =  0.1922738 
## Iteration 5 lambda =  0.1912383 
## Iteration 6 lambda =  0.1910312 
## Iteration 7 lambda =  0.1909898 
## Iteration 8 lambda =  0.1909815 
## Iteration 9 lambda =  0.1909798 
## Iteration 10 lambda =  0.1909795 
## Iteration 11 lambda =  0.1909794 
## Iteration 1 lambda =  0.3359027 
## Iteration 2 lambda =  0.2030833 
## Iteration 3 lambda =  0.1765194 
## Iteration 4 lambda =  0.1712066 
## Iteration 5 lambda =  0.1701441 
## Iteration 6 lambda =  0.1699316 
## Iteration 7 lambda =  0.1698891 
## Iteration 8 lambda =  0.1698806 
## Iteration 9 lambda =  0.1698789 
## Iteration 10 lambda =  0.1698785 
## Iteration 11 lambda =  0.1698784 
## Iteration 1 lambda =  0.3793859 
## Iteration 2 lambda =  0.2552631 
## Iteration 3 lambda =  0.2304385 
## Iteration 4 lambda =  0.2254736 
## Iteration 5 lambda =  0.2244806 
## Iteration 6 lambda =  0.224282 
## Iteration 7 lambda =  0.2242423 
## Iteration 8 lambda =  0.2242344 
## Iteration 9 lambda =  0.2242328 
## Iteration 10 lambda =  0.2242325 
## Iteration 11 lambda =  0.2242324 
## Iteration 1 lambda =  0.4039229 
## Iteration 2 lambda =  0.2847075 
## Iteration 3 lambda =  0.2608644 
## Iteration 4 lambda =  0.2560958 
## Iteration 5 lambda =  0.255142 
## Iteration 6 lambda =  0.2549513 
## Iteration 7 lambda =  0.2549131 
## Iteration 8 lambda =  0.2549055 
## Iteration 9 lambda =  0.254904 
## Iteration 10 lambda =  0.2549037 
## Iteration 11 lambda =  0.2549036 
## Iteration 1 lambda =  0.3726313 
## Iteration 2 lambda =  0.2471575 
## Iteration 3 lambda =  0.2220628 
## Iteration 4 lambda =  0.2170438 
## Iteration 5 lambda =  0.2160401 
## Iteration 6 lambda =  0.2158393 
## Iteration 7 lambda =  0.2157991 
## Iteration 8 lambda =  0.2157911 
## Iteration 9 lambda =  0.2157895 
## Iteration 10 lambda =  0.2157892 
## Iteration 11 lambda =  0.2157891 
## Iteration 1 lambda =  0.3406513 
## Iteration 2 lambda =  0.2087815 
## Iteration 3 lambda =  0.1824076 
## Iteration 4 lambda =  0.1771328 
## Iteration 5 lambda =  0.1760778 
## Iteration 6 lambda =  0.1758668 
## Iteration 7 lambda =  0.1758246 
## Iteration 8 lambda =  0.1758162 
## Iteration 9 lambda =  0.1758145 
## Iteration 10 lambda =  0.1758142 
## Iteration 11 lambda =  0.1758141 
## Iteration 1 lambda =  0.3260044 
## Iteration 2 lambda =  0.1912052 
## Iteration 3 lambda =  0.1642454 
## Iteration 4 lambda =  0.1588534 
## Iteration 5 lambda =  0.157775 
## Iteration 6 lambda =  0.1575594 
## Iteration 7 lambda =  0.1575162 
## Iteration 8 lambda =  0.1575076 
## Iteration 9 lambda =  0.1575059 
## Iteration 10 lambda =  0.1575055 
## Iteration 11 lambda =  0.1575055 
## Iteration 1 lambda =  0.3915555 
## Iteration 2 lambda =  0.2698666 
## Iteration 3 lambda =  0.2455288 
## Iteration 4 lambda =  0.2406613 
## Iteration 5 lambda =  0.2396878 
## Iteration 6 lambda =  0.239493 
## Iteration 7 lambda =  0.2394541 
## Iteration 8 lambda =  0.2394463 
## Iteration 9 lambda =  0.2394448 
## Iteration 10 lambda =  0.2394445 
## Iteration 11 lambda =  0.2394444 
## Iteration 1 lambda =  0.355318 
## Iteration 2 lambda =  0.2263817 
## Iteration 3 lambda =  0.2005944 
## Iteration 4 lambda =  0.1954369 
## Iteration 5 lambda =  0.1944054 
## Iteration 6 lambda =  0.1941991 
## Iteration 7 lambda =  0.1941579 
## Iteration 8 lambda =  0.1941496 
## Iteration 9 lambda =  0.194148 
## Iteration 10 lambda =  0.1941476 
## Iteration 11 lambda =  0.1941476 
## Iteration 1 lambda =  0.3626754 
## Iteration 2 lambda =  0.2352104 
## Iteration 3 lambda =  0.2097174 
## Iteration 4 lambda =  0.2046188 
## Iteration 5 lambda =  0.2035991 
## Iteration 6 lambda =  0.2033952 
## Iteration 7 lambda =  0.2033544 
## Iteration 8 lambda =  0.2033462 
## Iteration 9 lambda =  0.2033446 
## Iteration 10 lambda =  0.2033443 
## Iteration 11 lambda =  0.2033442 
## Iteration 1 lambda =  0.3768591 
## Iteration 2 lambda =  0.2522309 
## Iteration 3 lambda =  0.2273053 
## Iteration 4 lambda =  0.2223202 
## Iteration 5 lambda =  0.2213231 
## Iteration 6 lambda =  0.2211237 
## Iteration 7 lambda =  0.2210839 
## Iteration 8 lambda =  0.2210759 
## Iteration 9 lambda =  0.2210743 
## Iteration 10 lambda =  0.221074 
## Iteration 11 lambda =  0.2210739 
## Iteration 1 lambda =  0.3716995 
## Iteration 2 lambda =  0.2460394 
## Iteration 3 lambda =  0.2209074 
## Iteration 4 lambda =  0.2158809 
## Iteration 5 lambda =  0.2148757 
## Iteration 6 lambda =  0.2146746 
## Iteration 7 lambda =  0.2146344 
## Iteration 8 lambda =  0.2146264 
## Iteration 9 lambda =  0.2146247 
## Iteration 10 lambda =  0.2146244 
## Iteration 11 lambda =  0.2146244 
## Iteration 1 lambda =  0.3806799 
## Iteration 2 lambda =  0.2568158 
## Iteration 3 lambda =  0.232043 
## Iteration 4 lambda =  0.2270885 
## Iteration 5 lambda =  0.2260976 
## Iteration 6 lambda =  0.2258994 
## Iteration 7 lambda =  0.2258597 
## Iteration 8 lambda =  0.2258518 
## Iteration 9 lambda =  0.2258502 
## Iteration 10 lambda =  0.2258499 
## Iteration 11 lambda =  0.2258498 
## Iteration 1 lambda =  0.4104453 
## Iteration 2 lambda =  0.2925343 
## Iteration 3 lambda =  0.2689521 
## Iteration 4 lambda =  0.2642357 
## Iteration 5 lambda =  0.2632924 
## Iteration 6 lambda =  0.2631037 
## Iteration 7 lambda =  0.263066 
## Iteration 8 lambda =  0.2630585 
## Iteration 9 lambda =  0.263057 
## Iteration 10 lambda =  0.2630567 
## Iteration 11 lambda =  0.2630566 
## Iteration 1 lambda =  0.3749822 
## Iteration 2 lambda =  0.2499787 
## Iteration 3 lambda =  0.2249779 
## Iteration 4 lambda =  0.2199778 
## Iteration 5 lambda =  0.2189778 
## Iteration 6 lambda =  0.2187778 
## Iteration 7 lambda =  0.2187378 
## Iteration 8 lambda =  0.2187298 
## Iteration 9 lambda =  0.2187282 
## Iteration 10 lambda =  0.2187278 
## Iteration 11 lambda =  0.2187278 
## Iteration 1 lambda =  0.4059689 
## Iteration 2 lambda =  0.2871626 
## Iteration 3 lambda =  0.2634014 
## Iteration 4 lambda =  0.2586491 
## Iteration 5 lambda =  0.2576987 
## Iteration 6 lambda =  0.2575086 
## Iteration 7 lambda =  0.2574706 
## Iteration 8 lambda =  0.257463 
## Iteration 9 lambda =  0.2574615 
## Iteration 10 lambda =  0.2574612 
## Iteration 11 lambda =  0.2574611 
## Iteration 1 lambda =  0.3376797 
## Iteration 2 lambda =  0.2052156 
## Iteration 3 lambda =  0.1787228 
## Iteration 4 lambda =  0.1734242 
## Iteration 5 lambda =  0.1723645 
## Iteration 6 lambda =  0.1721526 
## Iteration 7 lambda =  0.1721102 
## Iteration 8 lambda =  0.1721017 
## Iteration 9 lambda =  0.1721 
## Iteration 10 lambda =  0.1720997 
## Iteration 11 lambda =  0.1720996 
## Iteration 1 lambda =  0.3849898 
## Iteration 2 lambda =  0.2619877 
## Iteration 3 lambda =  0.2373873 
## Iteration 4 lambda =  0.2324672 
## Iteration 5 lambda =  0.2314832 
## Iteration 6 lambda =  0.2312864 
## Iteration 7 lambda =  0.2312471 
## Iteration 8 lambda =  0.2312392 
## Iteration 9 lambda =  0.2312376 
## Iteration 10 lambda =  0.2312373 
## Iteration 11 lambda =  0.2312372 
## Iteration 1 lambda =  0.3455584 
## Iteration 2 lambda =  0.2146701 
## Iteration 3 lambda =  0.1884924 
## Iteration 4 lambda =  0.1832569 
## Iteration 5 lambda =  0.1822098 
## Iteration 6 lambda =  0.1820003 
## Iteration 7 lambda =  0.1819585 
## Iteration 8 lambda =  0.1819501 
## Iteration 9 lambda =  0.1819484 
## Iteration 10 lambda =  0.1819481 
## Iteration 11 lambda =  0.181948 
## Iteration 1 lambda =  0.3549531 
## Iteration 2 lambda =  0.2259437 
## Iteration 3 lambda =  0.2001419 
## Iteration 4 lambda =  0.1949815 
## Iteration 5 lambda =  0.1939494 
## Iteration 6 lambda =  0.193743 
## Iteration 7 lambda =  0.1937017 
## Iteration 8 lambda =  0.1936935 
## Iteration 9 lambda =  0.1936918 
## Iteration 10 lambda =  0.1936915 
## Iteration 11 lambda =  0.1936914 
## Iteration 1 lambda =  0.3479763 
## Iteration 2 lambda =  0.2175716 
## Iteration 3 lambda =  0.1914906 
## Iteration 4 lambda =  0.1862744 
## Iteration 5 lambda =  0.1852312 
## Iteration 6 lambda =  0.1850226 
## Iteration 7 lambda =  0.1849808 
## Iteration 8 lambda =  0.1849725 
## Iteration 9 lambda =  0.1849708 
## Iteration 10 lambda =  0.1849705 
## Iteration 11 lambda =  0.1849704 
## Iteration 1 lambda =  0.3213327 
## Iteration 2 lambda =  0.1855992 
## Iteration 3 lambda =  0.1584525 
## Iteration 4 lambda =  0.1530232 
## Iteration 5 lambda =  0.1519373 
## Iteration 6 lambda =  0.1517201 
## Iteration 7 lambda =  0.1516767 
## Iteration 8 lambda =  0.151668 
## Iteration 9 lambda =  0.1516663 
## Iteration 10 lambda =  0.1516659 
## Iteration 11 lambda =  0.1516659 
## Iteration 1 lambda =  0.3177397 
## Iteration 2 lambda =  0.1812876 
## Iteration 3 lambda =  0.1539972 
## Iteration 4 lambda =  0.1485392 
## Iteration 5 lambda =  0.1474475 
## Iteration 6 lambda =  0.1472292 
## Iteration 7 lambda =  0.1471856 
## Iteration 8 lambda =  0.1471768 
## Iteration 9 lambda =  0.1471751 
## Iteration 10 lambda =  0.1471747 
## Iteration 11 lambda =  0.1471747 
## Iteration 1 lambda =  0.3649803 
## Iteration 2 lambda =  0.2379763 
## Iteration 3 lambda =  0.2125755 
## Iteration 4 lambda =  0.2074954 
## Iteration 5 lambda =  0.2064793 
## Iteration 6 lambda =  0.2062761 
## Iteration 7 lambda =  0.2062355 
## Iteration 8 lambda =  0.2062273 
## Iteration 9 lambda =  0.2062257 
## Iteration 10 lambda =  0.2062254 
## Iteration 11 lambda =  0.2062253 
## Iteration 1 lambda =  0.3934716 
## Iteration 2 lambda =  0.272166 
## Iteration 3 lambda =  0.2479048 
## Iteration 4 lambda =  0.2430526 
## Iteration 5 lambda =  0.2420822 
## Iteration 6 lambda =  0.2418881 
## Iteration 7 lambda =  0.2418493 
## Iteration 8 lambda =  0.2418415 
## Iteration 9 lambda =  0.2418399 
## Iteration 10 lambda =  0.2418396 
## Iteration 11 lambda =  0.2418396 
## Iteration 1 lambda =  0.3536505 
## Iteration 2 lambda =  0.2243805 
## Iteration 3 lambda =  0.1985266 
## Iteration 4 lambda =  0.1933558 
## Iteration 5 lambda =  0.1923216 
## Iteration 6 lambda =  0.1921148 
## Iteration 7 lambda =  0.1920734 
## Iteration 8 lambda =  0.1920651 
## Iteration 9 lambda =  0.1920635 
## Iteration 10 lambda =  0.1920632 
## Iteration 11 lambda =  0.1920631 
## Iteration 1 lambda =  0.3361889 
## Iteration 2 lambda =  0.2034267 
## Iteration 3 lambda =  0.1768743 
## Iteration 4 lambda =  0.1715638 
## Iteration 5 lambda =  0.1705017 
## Iteration 6 lambda =  0.1702893 
## Iteration 7 lambda =  0.1702468 
## Iteration 8 lambda =  0.1702383 
## Iteration 9 lambda =  0.1702366 
## Iteration 10 lambda =  0.1702362 
## Iteration 11 lambda =  0.1702362 
## Iteration 1 lambda =  0.3243828 
## Iteration 2 lambda =  0.1892594 
## Iteration 3 lambda =  0.1622347 
## Iteration 4 lambda =  0.1568298 
## Iteration 5 lambda =  0.1557488 
## Iteration 6 lambda =  0.1555326 
## Iteration 7 lambda =  0.1554894 
## Iteration 8 lambda =  0.1554807 
## Iteration 9 lambda =  0.155479 
## Iteration 10 lambda =  0.1554786 
## Iteration 11 lambda =  0.1554786 
## Iteration 1 lambda =  0.3897454 
## Iteration 2 lambda =  0.2676945 
## Iteration 3 lambda =  0.2432843 
## Iteration 4 lambda =  0.2384023 
## Iteration 5 lambda =  0.2374259 
## Iteration 6 lambda =  0.2372306 
## Iteration 7 lambda =  0.2371916 
## Iteration 8 lambda =  0.2371837 
## Iteration 9 lambda =  0.2371822 
## Iteration 10 lambda =  0.2371819 
## Iteration 11 lambda =  0.2371818 
## Iteration 1 lambda =  0.3760812 
## Iteration 2 lambda =  0.2512975 
## Iteration 3 lambda =  0.2263407 
## Iteration 4 lambda =  0.2213494 
## Iteration 5 lambda =  0.2203511 
## Iteration 6 lambda =  0.2201515 
## Iteration 7 lambda =  0.2201115 
## Iteration 8 lambda =  0.2201035 
## Iteration 9 lambda =  0.2201019 
## Iteration 10 lambda =  0.2201016 
## Iteration 11 lambda =  0.2201016 
## Iteration 1 lambda =  0.3739412 
## Iteration 2 lambda =  0.2487294 
## Iteration 3 lambda =  0.2236871 
## Iteration 4 lambda =  0.2186786 
## Iteration 5 lambda =  0.2176769 
## Iteration 6 lambda =  0.2174766 
## Iteration 7 lambda =  0.2174365 
## Iteration 8 lambda =  0.2174285 
## Iteration 9 lambda =  0.2174269 
## Iteration 10 lambda =  0.2174266 
## Iteration 11 lambda =  0.2174265 
## Iteration 1 lambda =  0.3517248 
## Iteration 2 lambda =  0.2220698 
## Iteration 3 lambda =  0.1961388 
## Iteration 4 lambda =  0.1909526 
## Iteration 5 lambda =  0.1899154 
## Iteration 6 lambda =  0.1897079 
## Iteration 7 lambda =  0.1896664 
## Iteration 8 lambda =  0.1896581 
## Iteration 9 lambda =  0.1896565 
## Iteration 10 lambda =  0.1896561 
## Iteration 11 lambda =  0.1896561 
## Iteration 1 lambda =  0.322265 
## Iteration 2 lambda =  0.186718 
## Iteration 3 lambda =  0.1596086 
## Iteration 4 lambda =  0.1541867 
## Iteration 5 lambda =  0.1531024 
## Iteration 6 lambda =  0.1528855 
## Iteration 7 lambda =  0.1528421 
## Iteration 8 lambda =  0.1528334 
## Iteration 9 lambda =  0.1528317 
## Iteration 10 lambda =  0.1528314 
## Iteration 11 lambda =  0.1528313 
## Iteration 1 lambda =  0.3655749 
## Iteration 2 lambda =  0.2386899 
## Iteration 3 lambda =  0.2133129 
## Iteration 4 lambda =  0.2082375 
## Iteration 5 lambda =  0.2072224 
## Iteration 6 lambda =  0.2070194 
## Iteration 7 lambda =  0.2069788 
## Iteration 8 lambda =  0.2069706 
## Iteration 9 lambda =  0.206969 
## Iteration 10 lambda =  0.2069687 
## Iteration 11 lambda =  0.2069686 
## Iteration 1 lambda =  0.3445568 
## Iteration 2 lambda =  0.2134681 
## Iteration 3 lambda =  0.1872504 
## Iteration 4 lambda =  0.1820069 
## Iteration 5 lambda =  0.1809582 
## Iteration 6 lambda =  0.1807484 
## Iteration 7 lambda =  0.1807065 
## Iteration 8 lambda =  0.1806981 
## Iteration 9 lambda =  0.1806964 
## Iteration 10 lambda =  0.1806961 
## Iteration 11 lambda =  0.180696 
## Iteration 1 lambda =  0.3276236 
## Iteration 2 lambda =  0.1931483 
## Iteration 3 lambda =  0.1662533 
## Iteration 4 lambda =  0.1608743 
## Iteration 5 lambda =  0.1597985 
## Iteration 6 lambda =  0.1595833 
## Iteration 7 lambda =  0.1595403 
## Iteration 8 lambda =  0.1595317 
## Iteration 9 lambda =  0.1595299 
## Iteration 10 lambda =  0.1595296 
## Iteration 11 lambda =  0.1595295 
## Iteration 1 lambda =  0.3711748 
## Iteration 2 lambda =  0.2454097 
## Iteration 3 lambda =  0.2202567 
## Iteration 4 lambda =  0.2152261 
## Iteration 5 lambda =  0.21422 
## Iteration 6 lambda =  0.2140188 
## Iteration 7 lambda =  0.2139785 
## Iteration 8 lambda =  0.2139705 
## Iteration 9 lambda =  0.2139689 
## Iteration 10 lambda =  0.2139685 
## Iteration 11 lambda =  0.2139685 
## Iteration 1 lambda =  0.3892825 
## Iteration 2 lambda =  0.267139 
## Iteration 3 lambda =  0.2427103 
## Iteration 4 lambda =  0.2378245 
## Iteration 5 lambda =  0.2368474 
## Iteration 6 lambda =  0.236652 
## Iteration 7 lambda =  0.2366129 
## Iteration 8 lambda =  0.2366051 
## Iteration 9 lambda =  0.2366035 
## Iteration 10 lambda =  0.2366032 
## Iteration 11 lambda =  0.2366031 
## Iteration 1 lambda =  0.3423285 
## Iteration 2 lambda =  0.2107942 
## Iteration 3 lambda =  0.1844873 
## Iteration 4 lambda =  0.179226 
## Iteration 5 lambda =  0.1781737 
## Iteration 6 lambda =  0.1779632 
## Iteration 7 lambda =  0.1779211 
## Iteration 8 lambda =  0.1779127 
## Iteration 9 lambda =  0.177911 
## Iteration 10 lambda =  0.1779107 
## Iteration 11 lambda =  0.1779106 
## Iteration 1 lambda =  0.3947116 
## Iteration 2 lambda =  0.2736539 
## Iteration 3 lambda =  0.2494424 
## Iteration 4 lambda =  0.2446001 
## Iteration 5 lambda =  0.2436316 
## Iteration 6 lambda =  0.2434379 
## Iteration 7 lambda =  0.2433992 
## Iteration 8 lambda =  0.2433914 
## Iteration 9 lambda =  0.2433899 
## Iteration 10 lambda =  0.2433896 
## Iteration 11 lambda =  0.2433895 
## Iteration 1 lambda =  0.3676202 
## Iteration 2 lambda =  0.2411443 
## Iteration 3 lambda =  0.2158491 
## Iteration 4 lambda =  0.2107901 
## Iteration 5 lambda =  0.2097782 
## Iteration 6 lambda =  0.2095759 
## Iteration 7 lambda =  0.2095354 
## Iteration 8 lambda =  0.2095273 
## Iteration 9 lambda =  0.2095257 
## Iteration 10 lambda =  0.2095254 
## Iteration 11 lambda =  0.2095253 
## Iteration 1 lambda =  0.3454631 
## Iteration 2 lambda =  0.2145558 
## Iteration 3 lambda =  0.1883743 
## Iteration 4 lambda =  0.183138 
## Iteration 5 lambda =  0.1820907 
## Iteration 6 lambda =  0.1818813 
## Iteration 7 lambda =  0.1818394 
## Iteration 8 lambda =  0.181831 
## Iteration 9 lambda =  0.1818293 
## Iteration 10 lambda =  0.181829 
## Iteration 11 lambda =  0.1818289 
## Iteration 1 lambda =  0.3606055 
## Iteration 2 lambda =  0.2327266 
## Iteration 3 lambda =  0.2071508 
## Iteration 4 lambda =  0.2020356 
## Iteration 5 lambda =  0.2010126 
## Iteration 6 lambda =  0.200808 
## Iteration 7 lambda =  0.2007671 
## Iteration 8 lambda =  0.2007589 
## Iteration 9 lambda =  0.2007573 
## Iteration 10 lambda =  0.2007569 
## Iteration 11 lambda =  0.2007569 
## Iteration 1 lambda =  0.3519343 
## Iteration 2 lambda =  0.2223211 
## Iteration 3 lambda =  0.1963985 
## Iteration 4 lambda =  0.1912139 
## Iteration 5 lambda =  0.190177 
## Iteration 6 lambda =  0.1899697 
## Iteration 7 lambda =  0.1899282 
## Iteration 8 lambda =  0.1899199 
## Iteration 9 lambda =  0.1899182 
## Iteration 10 lambda =  0.1899179 
## Iteration 11 lambda =  0.1899178 
## Iteration 1 lambda =  0.3923003 
## Iteration 2 lambda =  0.2707604 
## Iteration 3 lambda =  0.2464524 
## Iteration 4 lambda =  0.2415908 
## Iteration 5 lambda =  0.2406185 
## Iteration 6 lambda =  0.240424 
## Iteration 7 lambda =  0.2403851 
## Iteration 8 lambda =  0.2403774 
## Iteration 9 lambda =  0.2403758 
## Iteration 10 lambda =  0.2403755 
## Iteration 11 lambda =  0.2403754 
## Iteration 1 lambda =  0.3951396 
## Iteration 2 lambda =  0.2741675 
## Iteration 3 lambda =  0.2499731 
## Iteration 4 lambda =  0.2451342 
## Iteration 5 lambda =  0.2441664 
## Iteration 6 lambda =  0.2439729 
## Iteration 7 lambda =  0.2439342 
## Iteration 8 lambda =  0.2439264 
## Iteration 9 lambda =  0.2439249 
## Iteration 10 lambda =  0.2439246 
## Iteration 11 lambda =  0.2439245 
## Iteration 1 lambda =  0.3616869 
## Iteration 2 lambda =  0.2340243 
## Iteration 3 lambda =  0.2084918 
## Iteration 4 lambda =  0.2033853 
## Iteration 5 lambda =  0.202364 
## Iteration 6 lambda =  0.2021597 
## Iteration 7 lambda =  0.2021189 
## Iteration 8 lambda =  0.2021107 
## Iteration 9 lambda =  0.2021091 
## Iteration 10 lambda =  0.2021087 
## Iteration 11 lambda =  0.2021087 
## Iteration 1 lambda =  0.3423585 
## Iteration 2 lambda =  0.2108303 
## Iteration 3 lambda =  0.1845246 
## Iteration 4 lambda =  0.1792635 
## Iteration 5 lambda =  0.1782112 
## Iteration 6 lambda =  0.1780008 
## Iteration 7 lambda =  0.1779587 
## Iteration 8 lambda =  0.1779503 
## Iteration 9 lambda =  0.1779486 
## Iteration 10 lambda =  0.1779483 
## Iteration 11 lambda =  0.1779482 
## Iteration 1 lambda =  0.3513216 
## Iteration 2 lambda =  0.2215859 
## Iteration 3 lambda =  0.1956388 
## Iteration 4 lambda =  0.1904494 
## Iteration 5 lambda =  0.1894115 
## Iteration 6 lambda =  0.1892039 
## Iteration 7 lambda =  0.1891624 
## Iteration 8 lambda =  0.1891541 
## Iteration 9 lambda =  0.1891524 
## Iteration 10 lambda =  0.1891521 
## Iteration 11 lambda =  0.189152 
## Iteration 1 lambda =  0.3682297 
## Iteration 2 lambda =  0.2418756 
## Iteration 3 lambda =  0.2166048 
## Iteration 4 lambda =  0.2115506 
## Iteration 5 lambda =  0.2105398 
## Iteration 6 lambda =  0.2103376 
## Iteration 7 lambda =  0.2102972 
## Iteration 8 lambda =  0.2102891 
## Iteration 9 lambda =  0.2102875 
## Iteration 10 lambda =  0.2102872 
## Iteration 11 lambda =  0.2102871 
## Iteration 1 lambda =  0.3642192 
## Iteration 2 lambda =  0.237063 
## Iteration 3 lambda =  0.2116318 
## Iteration 4 lambda =  0.2065455 
## Iteration 5 lambda =  0.2055283 
## Iteration 6 lambda =  0.2053248 
## Iteration 7 lambda =  0.2052841 
## Iteration 8 lambda =  0.205276 
## Iteration 9 lambda =  0.2052743 
## Iteration 10 lambda =  0.205274 
## Iteration 11 lambda =  0.205274 
## Iteration 1 lambda =  0.3532384 
## Iteration 2 lambda =  0.223886 
## Iteration 3 lambda =  0.1980156 
## Iteration 4 lambda =  0.1928415 
## Iteration 5 lambda =  0.1918067 
## Iteration 6 lambda =  0.1915997 
## Iteration 7 lambda =  0.1915583 
## Iteration 8 lambda =  0.19155 
## Iteration 9 lambda =  0.1915484 
## Iteration 10 lambda =  0.191548 
## Iteration 11 lambda =  0.191548 
## Iteration 1 lambda =  0.3092376 
## Iteration 2 lambda =  0.1710851 
## Iteration 3 lambda =  0.1434546 
## Iteration 4 lambda =  0.1379285 
## Iteration 5 lambda =  0.1368233 
## Iteration 6 lambda =  0.1366023 
## Iteration 7 lambda =  0.136558 
## Iteration 8 lambda =  0.1365492 
## Iteration 9 lambda =  0.1365474 
## Iteration 10 lambda =  0.1365471 
## Iteration 11 lambda =  0.136547 
## Iteration 1 lambda =  0.3770872 
## Iteration 2 lambda =  0.2525047 
## Iteration 3 lambda =  0.2275882 
## Iteration 4 lambda =  0.2226049 
## Iteration 5 lambda =  0.2216082 
## Iteration 6 lambda =  0.2214089 
## Iteration 7 lambda =  0.221369 
## Iteration 8 lambda =  0.2213611 
## Iteration 9 lambda =  0.2213595 
## Iteration 10 lambda =  0.2213591 
## Iteration 11 lambda =  0.2213591 
## Iteration 1 lambda =  0.3662761 
## Iteration 2 lambda =  0.2395313 
## Iteration 3 lambda =  0.2141824 
## Iteration 4 lambda =  0.2091126 
## Iteration 5 lambda =  0.2080986 
## Iteration 6 lambda =  0.2078958 
## Iteration 7 lambda =  0.2078553 
## Iteration 8 lambda =  0.2078472 
## Iteration 9 lambda =  0.2078456 
## Iteration 10 lambda =  0.2078452 
## Iteration 11 lambda =  0.2078452 
## Iteration 1 lambda =  0.3136551 
## Iteration 2 lambda =  0.1763861 
## Iteration 3 lambda =  0.1489323 
## Iteration 4 lambda =  0.1434416 
## Iteration 5 lambda =  0.1423434 
## Iteration 6 lambda =  0.1421238 
## Iteration 7 lambda =  0.1420799 
## Iteration 8 lambda =  0.1420711 
## Iteration 9 lambda =  0.1420693 
## Iteration 10 lambda =  0.142069 
## Iteration 11 lambda =  0.1420689 
## Iteration 1 lambda =  0.322268 
## Iteration 2 lambda =  0.1867216 
## Iteration 3 lambda =  0.1596123 
## Iteration 4 lambda =  0.1541905 
## Iteration 5 lambda =  0.1531061 
## Iteration 6 lambda =  0.1528892 
## Iteration 7 lambda =  0.1528458 
## Iteration 8 lambda =  0.1528372 
## Iteration 9 lambda =  0.1528354 
## Iteration 10 lambda =  0.1528351 
## Iteration 11 lambda =  0.152835 
## Iteration 1 lambda =  0.3661577 
## Iteration 2 lambda =  0.2393892 
## Iteration 3 lambda =  0.2140355 
## Iteration 4 lambda =  0.2089648 
## Iteration 5 lambda =  0.2079507 
## Iteration 6 lambda =  0.2077478 
## Iteration 7 lambda =  0.2077073 
## Iteration 8 lambda =  0.2076991 
## Iteration 9 lambda =  0.2076975 
## Iteration 10 lambda =  0.2076972 
## Iteration 11 lambda =  0.2076971 
## Iteration 1 lambda =  0.3446317 
## Iteration 2 lambda =  0.213558 
## Iteration 3 lambda =  0.1873433 
## Iteration 4 lambda =  0.1821003 
## Iteration 5 lambda =  0.1810517 
## Iteration 6 lambda =  0.180842 
## Iteration 7 lambda =  0.1808001 
## Iteration 8 lambda =  0.1807917 
## Iteration 9 lambda =  0.18079 
## Iteration 10 lambda =  0.1807897 
## Iteration 11 lambda =  0.1807896 
## Iteration 1 lambda =  0.3411649 
## Iteration 2 lambda =  0.2093979 
## Iteration 3 lambda =  0.1830445 
## Iteration 4 lambda =  0.1777739 
## Iteration 5 lambda =  0.1767197 
## Iteration 6 lambda =  0.1765089 
## Iteration 7 lambda =  0.1764667 
## Iteration 8 lambda =  0.1764583 
## Iteration 9 lambda =  0.1764566 
## Iteration 10 lambda =  0.1764563 
## Iteration 11 lambda =  0.1764562 
## Iteration 1 lambda =  0.3564013 
## Iteration 2 lambda =  0.2276816 
## Iteration 3 lambda =  0.2019376 
## Iteration 4 lambda =  0.1967888 
## Iteration 5 lambda =  0.1957591 
## Iteration 6 lambda =  0.1955531 
## Iteration 7 lambda =  0.1955119 
## Iteration 8 lambda =  0.1955037 
## Iteration 9 lambda =  0.1955021 
## Iteration 10 lambda =  0.1955017 
## Iteration 11 lambda =  0.1955017 
## Iteration 1 lambda =  0.3458744 
## Iteration 2 lambda =  0.2150493 
## Iteration 3 lambda =  0.1888843 
## Iteration 4 lambda =  0.1836513 
## Iteration 5 lambda =  0.1826047 
## Iteration 6 lambda =  0.1823953 
## Iteration 7 lambda =  0.1823535 
## Iteration 8 lambda =  0.1823451 
## Iteration 9 lambda =  0.1823434 
## Iteration 10 lambda =  0.1823431 
## Iteration 11 lambda =  0.182343 
## Iteration 1 lambda =  0.3665394 
## Iteration 2 lambda =  0.2398473 
## Iteration 3 lambda =  0.2145089 
## Iteration 4 lambda =  0.2094412 
## Iteration 5 lambda =  0.2084276 
## Iteration 6 lambda =  0.2082249 
## Iteration 7 lambda =  0.2081844 
## Iteration 8 lambda =  0.2081763 
## Iteration 9 lambda =  0.2081747 
## Iteration 10 lambda =  0.2081743 
## Iteration 11 lambda =  0.2081743 
## Iteration 1 lambda =  0.3540411 
## Iteration 2 lambda =  0.2248493 
## Iteration 3 lambda =  0.1990109 
## Iteration 4 lambda =  0.1938432 
## Iteration 5 lambda =  0.1928097 
## Iteration 6 lambda =  0.192603 
## Iteration 7 lambda =  0.1925616 
## Iteration 8 lambda =  0.1925534 
## Iteration 9 lambda =  0.1925517 
## Iteration 10 lambda =  0.1925514 
## Iteration 11 lambda =  0.1925513 
## Iteration 1 lambda =  0.3464803 
## Iteration 2 lambda =  0.2157763 
## Iteration 3 lambda =  0.1896356 
## Iteration 4 lambda =  0.1844074 
## Iteration 5 lambda =  0.1833618 
## Iteration 6 lambda =  0.1831526 
## Iteration 7 lambda =  0.1831108 
## Iteration 8 lambda =  0.1831024 
## Iteration 9 lambda =  0.1831008 
## Iteration 10 lambda =  0.1831004 
## Iteration 11 lambda =  0.1831004 
## Iteration 1 lambda =  0.3878313 
## Iteration 2 lambda =  0.2653976 
## Iteration 3 lambda =  0.2409109 
## Iteration 4 lambda =  0.2360135 
## Iteration 5 lambda =  0.235034 
## Iteration 6 lambda =  0.2348382 
## Iteration 7 lambda =  0.234799 
## Iteration 8 lambda =  0.2347911 
## Iteration 9 lambda =  0.2347896 
## Iteration 10 lambda =  0.2347893 
## Iteration 11 lambda =  0.2347892 
## Iteration 1 lambda =  0.3947113 
## Iteration 2 lambda =  0.2736536 
## Iteration 3 lambda =  0.2494421 
## Iteration 4 lambda =  0.2445998 
## Iteration 5 lambda =  0.2436313 
## Iteration 6 lambda =  0.2434376 
## Iteration 7 lambda =  0.2433989 
## Iteration 8 lambda =  0.2433911 
## Iteration 9 lambda =  0.2433896 
## Iteration 10 lambda =  0.2433893 
## Iteration 11 lambda =  0.2433892 
## Iteration 1 lambda =  0.3250475 
## Iteration 2 lambda =  0.190057 
## Iteration 3 lambda =  0.1630589 
## Iteration 4 lambda =  0.1576593 
## Iteration 5 lambda =  0.1565794 
## Iteration 6 lambda =  0.1563634 
## Iteration 7 lambda =  0.1563202 
## Iteration 8 lambda =  0.1563116 
## Iteration 9 lambda =  0.1563098 
## Iteration 10 lambda =  0.1563095 
## Iteration 11 lambda =  0.1563094 
## Iteration 1 lambda =  0.3271107 
## Iteration 2 lambda =  0.1925328 
## Iteration 3 lambda =  0.1656173 
## Iteration 4 lambda =  0.1602341 
## Iteration 5 lambda =  0.1591575 
## Iteration 6 lambda =  0.1589422 
## Iteration 7 lambda =  0.1588991 
## Iteration 8 lambda =  0.1588905 
## Iteration 9 lambda =  0.1588888 
## Iteration 10 lambda =  0.1588884 
## Iteration 11 lambda =  0.1588884 
## Iteration 1 lambda =  0.3733113 
## Iteration 2 lambda =  0.2479735 
## Iteration 3 lambda =  0.222906 
## Iteration 4 lambda =  0.2178924 
## Iteration 5 lambda =  0.2168897 
## Iteration 6 lambda =  0.2166892 
## Iteration 7 lambda =  0.2166491 
## Iteration 8 lambda =  0.2166411 
## Iteration 9 lambda =  0.2166395 
## Iteration 10 lambda =  0.2166391 
## Iteration 11 lambda =  0.2166391 
## Iteration 1 lambda =  0.3516709 
## Iteration 2 lambda =  0.2220051 
## Iteration 3 lambda =  0.196072 
## Iteration 4 lambda =  0.1908853 
## Iteration 5 lambda =  0.189848 
## Iteration 6 lambda =  0.1896405 
## Iteration 7 lambda =  0.189599 
## Iteration 8 lambda =  0.1895907 
## Iteration 9 lambda =  0.1895891 
## Iteration 10 lambda =  0.1895887 
## Iteration 11 lambda =  0.1895887 
## Iteration 1 lambda =  0.3794134 
## Iteration 2 lambda =  0.2552961 
## Iteration 3 lambda =  0.2304726 
## Iteration 4 lambda =  0.2255079 
## Iteration 5 lambda =  0.224515 
## Iteration 6 lambda =  0.2243164 
## Iteration 7 lambda =  0.2242766 
## Iteration 8 lambda =  0.2242687 
## Iteration 9 lambda =  0.2242671 
## Iteration 10 lambda =  0.2242668 
## Iteration 11 lambda =  0.2242667 
## Iteration 1 lambda =  0.3895317 
## Iteration 2 lambda =  0.267438 
## Iteration 3 lambda =  0.2430193 
## Iteration 4 lambda =  0.2381355 
## Iteration 5 lambda =  0.2371588 
## Iteration 6 lambda =  0.2369634 
## Iteration 7 lambda =  0.2369243 
## Iteration 8 lambda =  0.2369165 
## Iteration 9 lambda =  0.236915 
## Iteration 10 lambda =  0.2369147 
## Iteration 11 lambda =  0.2369146 
## Iteration 1 lambda =  0.3503057 
## Iteration 2 lambda =  0.2203669 
## Iteration 3 lambda =  0.1943791 
## Iteration 4 lambda =  0.1891815 
## Iteration 5 lambda =  0.188142 
## Iteration 6 lambda =  0.1879341 
## Iteration 7 lambda =  0.1878925 
## Iteration 8 lambda =  0.1878842 
## Iteration 9 lambda =  0.1878826 
## Iteration 10 lambda =  0.1878822 
## Iteration 11 lambda =  0.1878822 
## Iteration 1 lambda =  0.3570259 
## Iteration 2 lambda =  0.2284311 
## Iteration 3 lambda =  0.2027121 
## Iteration 4 lambda =  0.1975684 
## Iteration 5 lambda =  0.1965396 
## Iteration 6 lambda =  0.1963338 
## Iteration 7 lambda =  0.1962927 
## Iteration 8 lambda =  0.1962845 
## Iteration 9 lambda =  0.1962828 
## Iteration 10 lambda =  0.1962825 
## Iteration 11 lambda =  0.1962824 
## Iteration 1 lambda =  0.3409024 
## Iteration 2 lambda =  0.2090829 
## Iteration 3 lambda =  0.182719 
## Iteration 4 lambda =  0.1774462 
## Iteration 5 lambda =  0.1763917 
## Iteration 6 lambda =  0.1761808 
## Iteration 7 lambda =  0.1761386 
## Iteration 8 lambda =  0.1761301 
## Iteration 9 lambda =  0.1761285 
## Iteration 10 lambda =  0.1761281 
## Iteration 11 lambda =  0.176128 
## Iteration 1 lambda =  0.4110069 
## Iteration 2 lambda =  0.2932083 
## Iteration 3 lambda =  0.2696486 
## Iteration 4 lambda =  0.2649366 
## Iteration 5 lambda =  0.2639942 
## Iteration 6 lambda =  0.2638058 
## Iteration 7 lambda =  0.2637681 
## Iteration 8 lambda =  0.2637605 
## Iteration 9 lambda =  0.263759 
## Iteration 10 lambda =  0.2637587 
## Iteration 11 lambda =  0.2637587 
## Iteration 1 lambda =  0.3837178 
## Iteration 2 lambda =  0.2604614 
## Iteration 3 lambda =  0.2358101 
## Iteration 4 lambda =  0.2308799 
## Iteration 5 lambda =  0.2298938 
## Iteration 6 lambda =  0.2296966 
## Iteration 7 lambda =  0.2296571 
## Iteration 8 lambda =  0.2296493 
## Iteration 9 lambda =  0.2296477 
## Iteration 10 lambda =  0.2296474 
## Iteration 11 lambda =  0.2296473 
## Iteration 1 lambda =  0.3777737 
## Iteration 2 lambda =  0.2533284 
## Iteration 3 lambda =  0.2284394 
## Iteration 4 lambda =  0.2234616 
## Iteration 5 lambda =  0.222466 
## Iteration 6 lambda =  0.2222669 
## Iteration 7 lambda =  0.2222271 
## Iteration 8 lambda =  0.2222191 
## Iteration 9 lambda =  0.2222175 
## Iteration 10 lambda =  0.2222172 
## Iteration 11 lambda =  0.2222171 
## Iteration 1 lambda =  0.3698535 
## Iteration 2 lambda =  0.2438242 
## Iteration 3 lambda =  0.2186184 
## Iteration 4 lambda =  0.2135772 
## Iteration 5 lambda =  0.212569 
## Iteration 6 lambda =  0.2123673 
## Iteration 7 lambda =  0.212327 
## Iteration 8 lambda =  0.2123189 
## Iteration 9 lambda =  0.2123173 
## Iteration 10 lambda =  0.212317 
## Iteration 11 lambda =  0.2123169 
## Iteration 1 lambda =  0.3757447 
## Iteration 2 lambda =  0.2508937 
## Iteration 3 lambda =  0.2259235 
## Iteration 4 lambda =  0.2209294 
## Iteration 5 lambda =  0.2199306 
## Iteration 6 lambda =  0.2197309 
## Iteration 7 lambda =  0.2196909 
## Iteration 8 lambda =  0.2196829 
## Iteration 9 lambda =  0.2196813 
## Iteration 10 lambda =  0.219681 
## Iteration 11 lambda =  0.2196809 
## Iteration 1 lambda =  0.3870831 
## Iteration 2 lambda =  0.2644997 
## Iteration 3 lambda =  0.239983 
## Iteration 4 lambda =  0.2350797 
## Iteration 5 lambda =  0.234099 
## Iteration 6 lambda =  0.2339029 
## Iteration 7 lambda =  0.2338636 
## Iteration 8 lambda =  0.2338558 
## Iteration 9 lambda =  0.2338542 
## Iteration 10 lambda =  0.2338539 
## Iteration 11 lambda =  0.2338538 
## Iteration 1 lambda =  0.3589514 
## Iteration 2 lambda =  0.2307416 
## Iteration 3 lambda =  0.2050997 
## Iteration 4 lambda =  0.1999713 
## Iteration 5 lambda =  0.1989456 
## Iteration 6 lambda =  0.1987405 
## Iteration 7 lambda =  0.1986995 
## Iteration 8 lambda =  0.1986913 
## Iteration 9 lambda =  0.1986896 
## Iteration 10 lambda =  0.1986893 
## Iteration 11 lambda =  0.1986892 
## Iteration 1 lambda =  0.3837474 
## Iteration 2 lambda =  0.2604969 
## Iteration 3 lambda =  0.2358468 
## Iteration 4 lambda =  0.2309168 
## Iteration 5 lambda =  0.2299308 
## Iteration 6 lambda =  0.2297336 
## Iteration 7 lambda =  0.2296941 
## Iteration 8 lambda =  0.2296863 
## Iteration 9 lambda =  0.2296847 
## Iteration 10 lambda =  0.2296844 
## Iteration 11 lambda =  0.2296843 
## Iteration 1 lambda =  0.3960035 
## Iteration 2 lambda =  0.2752042 
## Iteration 3 lambda =  0.2510443 
## Iteration 4 lambda =  0.2462123 
## Iteration 5 lambda =  0.2452459 
## Iteration 6 lambda =  0.2450527 
## Iteration 7 lambda =  0.245014 
## Iteration 8 lambda =  0.2450063 
## Iteration 9 lambda =  0.2450047 
## Iteration 10 lambda =  0.2450044 
## Iteration 11 lambda =  0.2450044 
## Iteration 1 lambda =  0.4254856 
## Iteration 2 lambda =  0.3105827 
## Iteration 3 lambda =  0.2876022 
## Iteration 4 lambda =  0.2830061 
## Iteration 5 lambda =  0.2820868 
## Iteration 6 lambda =  0.281903 
## Iteration 7 lambda =  0.2818662 
## Iteration 8 lambda =  0.2818589 
## Iteration 9 lambda =  0.2818574 
## Iteration 10 lambda =  0.2818571 
## Iteration 11 lambda =  0.281857 
## Iteration 1 lambda =  0.3705991 
## Iteration 2 lambda =  0.2447189 
## Iteration 3 lambda =  0.2195429 
## Iteration 4 lambda =  0.2145077 
## Iteration 5 lambda =  0.2135006 
## Iteration 6 lambda =  0.2132992 
## Iteration 7 lambda =  0.2132589 
## Iteration 8 lambda =  0.2132509 
## Iteration 9 lambda =  0.2132493 
## Iteration 10 lambda =  0.213249 
## Iteration 11 lambda =  0.2132489 
## Iteration 1 lambda =  0.3595546 
## Iteration 2 lambda =  0.2314655 
## Iteration 3 lambda =  0.2058477 
## Iteration 4 lambda =  0.2007241 
## Iteration 5 lambda =  0.1996994 
## Iteration 6 lambda =  0.1994945 
## Iteration 7 lambda =  0.1994535 
## Iteration 8 lambda =  0.1994453 
## Iteration 9 lambda =  0.1994437 
## Iteration 10 lambda =  0.1994433 
## Iteration 11 lambda =  0.1994433 
## Iteration 1 lambda =  0.3822742 
## Iteration 2 lambda =  0.258729 
## Iteration 3 lambda =  0.23402 
## Iteration 4 lambda =  0.2290782 
## Iteration 5 lambda =  0.2280898 
## Iteration 6 lambda =  0.2278921 
## Iteration 7 lambda =  0.2278526 
## Iteration 8 lambda =  0.2278447 
## Iteration 9 lambda =  0.2278431 
## Iteration 10 lambda =  0.2278428 
## Iteration 11 lambda =  0.2278427 
## Iteration 1 lambda =  0.3646665 
## Iteration 2 lambda =  0.2375998 
## Iteration 3 lambda =  0.2121864 
## Iteration 4 lambda =  0.2071038 
## Iteration 5 lambda =  0.2060872 
## Iteration 6 lambda =  0.2058839 
## Iteration 7 lambda =  0.2058433 
## Iteration 8 lambda =  0.2058351 
## Iteration 9 lambda =  0.2058335 
## Iteration 10 lambda =  0.2058332 
## Iteration 11 lambda =  0.2058331 
## Iteration 1 lambda =  0.3754378 
## Iteration 2 lambda =  0.2505253 
## Iteration 3 lambda =  0.2255428 
## Iteration 4 lambda =  0.2205463 
## Iteration 5 lambda =  0.219547 
## Iteration 6 lambda =  0.2193472 
## Iteration 7 lambda =  0.2193072 
## Iteration 8 lambda =  0.2192992 
## Iteration 9 lambda =  0.2192976 
## Iteration 10 lambda =  0.2192973 
## Iteration 11 lambda =  0.2192972 
## Iteration 1 lambda =  0.3901036 
## Iteration 2 lambda =  0.2681243 
## Iteration 3 lambda =  0.2437284 
## Iteration 4 lambda =  0.2388493 
## Iteration 5 lambda =  0.2378734 
## Iteration 6 lambda =  0.2376783 
## Iteration 7 lambda =  0.2376392 
## Iteration 8 lambda =  0.2376314 
## Iteration 9 lambda =  0.2376299 
## Iteration 10 lambda =  0.2376296 
## Iteration 11 lambda =  0.2376295 
## Iteration 1 lambda =  0.3743719 
## Iteration 2 lambda =  0.2492463 
## Iteration 3 lambda =  0.2242212 
## Iteration 4 lambda =  0.2192162 
## Iteration 5 lambda =  0.2182152 
## Iteration 6 lambda =  0.218015 
## Iteration 7 lambda =  0.2179749 
## Iteration 8 lambda =  0.2179669 
## Iteration 9 lambda =  0.2179653 
## Iteration 10 lambda =  0.217965 
## Iteration 11 lambda =  0.2179649 
## Iteration 1 lambda =  0.359483 
## Iteration 2 lambda =  0.2313796 
## Iteration 3 lambda =  0.2057589 
## Iteration 4 lambda =  0.2006348 
## Iteration 5 lambda =  0.1996099 
## Iteration 6 lambda =  0.199405 
## Iteration 7 lambda =  0.199364 
## Iteration 8 lambda =  0.1993558 
## Iteration 9 lambda =  0.1993541 
## Iteration 10 lambda =  0.1993538 
## Iteration 11 lambda =  0.1993537 
## Iteration 1 lambda =  0.3881777 
## Iteration 2 lambda =  0.2658133 
## Iteration 3 lambda =  0.2413404 
## Iteration 4 lambda =  0.2364458 
## Iteration 5 lambda =  0.2354669 
## Iteration 6 lambda =  0.2352711 
## Iteration 7 lambda =  0.2352319 
## Iteration 8 lambda =  0.2352241 
## Iteration 9 lambda =  0.2352226 
## Iteration 10 lambda =  0.2352222 
## Iteration 11 lambda =  0.2352222 
## Iteration 1 lambda =  0.4110374 
## Iteration 2 lambda =  0.2932449 
## Iteration 3 lambda =  0.2696864 
## Iteration 4 lambda =  0.2649747 
## Iteration 5 lambda =  0.2640323 
## Iteration 6 lambda =  0.2638439 
## Iteration 7 lambda =  0.2638062 
## Iteration 8 lambda =  0.2637986 
## Iteration 9 lambda =  0.2637971 
## Iteration 10 lambda =  0.2637968 
## Iteration 11 lambda =  0.2637968 
## Iteration 1 lambda =  0.3365473 
## Iteration 2 lambda =  0.2038568 
## Iteration 3 lambda =  0.1773186 
## Iteration 4 lambda =  0.172011 
## Iteration 5 lambda =  0.1709495 
## Iteration 6 lambda =  0.1707372 
## Iteration 7 lambda =  0.1706947 
## Iteration 8 lambda =  0.1706862 
## Iteration 9 lambda =  0.1706845 
## Iteration 10 lambda =  0.1706842 
## Iteration 11 lambda =  0.1706841 
## Iteration 1 lambda =  0.3313573 
## Iteration 2 lambda =  0.1976288 
## Iteration 3 lambda =  0.1708831 
## Iteration 4 lambda =  0.1655339 
## Iteration 5 lambda =  0.1644641 
## Iteration 6 lambda =  0.1642501 
## Iteration 7 lambda =  0.1642073 
## Iteration 8 lambda =  0.1641988 
## Iteration 9 lambda =  0.1641971 
## Iteration 10 lambda =  0.1641967 
## Iteration 11 lambda =  0.1641967 
## Iteration 1 lambda =  0.3377028 
## Iteration 2 lambda =  0.2052434 
## Iteration 3 lambda =  0.1787515 
## Iteration 4 lambda =  0.1734531 
## Iteration 5 lambda =  0.1723935 
## Iteration 6 lambda =  0.1721815 
## Iteration 7 lambda =  0.1721392 
## Iteration 8 lambda =  0.1721307 
## Iteration 9 lambda =  0.172129 
## Iteration 10 lambda =  0.1721286 
## Iteration 11 lambda =  0.1721286 
## Iteration 1 lambda =  0.3540225 
## Iteration 2 lambda =  0.224827 
## Iteration 3 lambda =  0.1989879 
## Iteration 4 lambda =  0.1938201 
## Iteration 5 lambda =  0.1927866 
## Iteration 6 lambda =  0.1925798 
## Iteration 7 lambda =  0.1925385 
## Iteration 8 lambda =  0.1925302 
## Iteration 9 lambda =  0.1925286 
## Iteration 10 lambda =  0.1925283 
## Iteration 11 lambda =  0.1925282 
## Iteration 1 lambda =  0.3355273 
## Iteration 2 lambda =  0.2026327 
## Iteration 3 lambda =  0.1760538 
## Iteration 4 lambda =  0.1707381 
## Iteration 5 lambda =  0.1696749 
## Iteration 6 lambda =  0.1694623 
## Iteration 7 lambda =  0.1694197 
## Iteration 8 lambda =  0.1694112 
## Iteration 9 lambda =  0.1694095 
## Iteration 10 lambda =  0.1694092 
## Iteration 11 lambda =  0.1694091 
## Iteration 1 lambda =  0.3833969 
## Iteration 2 lambda =  0.2600762 
## Iteration 3 lambda =  0.2354121 
## Iteration 4 lambda =  0.2304793 
## Iteration 5 lambda =  0.2294927 
## Iteration 6 lambda =  0.2292954 
## Iteration 7 lambda =  0.2292559 
## Iteration 8 lambda =  0.2292481 
## Iteration 9 lambda =  0.2292465 
## Iteration 10 lambda =  0.2292462 
## Iteration 11 lambda =  0.2292461 
## Iteration 1 lambda =  0.3426738 
## Iteration 2 lambda =  0.2112086 
## Iteration 3 lambda =  0.1849156 
## Iteration 4 lambda =  0.1796569 
## Iteration 5 lambda =  0.1786052 
## Iteration 6 lambda =  0.1783949 
## Iteration 7 lambda =  0.1783528 
## Iteration 8 lambda =  0.1783444 
## Iteration 9 lambda =  0.1783427 
## Iteration 10 lambda =  0.1783424 
## Iteration 11 lambda =  0.1783423 
## Iteration 1 lambda =  0.3572486 
## Iteration 2 lambda =  0.2286984 
## Iteration 3 lambda =  0.2029883 
## Iteration 4 lambda =  0.1978463 
## Iteration 5 lambda =  0.1968179 
## Iteration 6 lambda =  0.1966122 
## Iteration 7 lambda =  0.1965711 
## Iteration 8 lambda =  0.1965628 
## Iteration 9 lambda =  0.1965612 
## Iteration 10 lambda =  0.1965609 
## Iteration 11 lambda =  0.1965608 
## Iteration 1 lambda =  0.3715671 
## Iteration 2 lambda =  0.2458805 
## Iteration 3 lambda =  0.2207431 
## Iteration 4 lambda =  0.2157157 
## Iteration 5 lambda =  0.2147102 
## Iteration 6 lambda =  0.2145091 
## Iteration 7 lambda =  0.2144689 
## Iteration 8 lambda =  0.2144608 
## Iteration 9 lambda =  0.2144592 
## Iteration 10 lambda =  0.2144589 
## Iteration 11 lambda =  0.2144588 
## Iteration 1 lambda =  0.3749771 
## Iteration 2 lambda =  0.2499725 
## Iteration 3 lambda =  0.2249716 
## Iteration 4 lambda =  0.2199714 
## Iteration 5 lambda =  0.2189714 
## Iteration 6 lambda =  0.2187714 
## Iteration 7 lambda =  0.2187314 
## Iteration 8 lambda =  0.2187234 
## Iteration 9 lambda =  0.2187218 
## Iteration 10 lambda =  0.2187214 
## Iteration 11 lambda =  0.2187214 
## Iteration 1 lambda =  0.3701727 
## Iteration 2 lambda =  0.2442073 
## Iteration 3 lambda =  0.2190142 
## Iteration 4 lambda =  0.2139756 
## Iteration 5 lambda =  0.2129679 
## Iteration 6 lambda =  0.2127663 
## Iteration 7 lambda =  0.212726 
## Iteration 8 lambda =  0.2127179 
## Iteration 9 lambda =  0.2127163 
## Iteration 10 lambda =  0.212716 
## Iteration 11 lambda =  0.2127159 
## Iteration 1 lambda =  0.353593 
## Iteration 2 lambda =  0.2243116 
## Iteration 3 lambda =  0.1984553 
## Iteration 4 lambda =  0.1932841 
## Iteration 5 lambda =  0.1922498 
## Iteration 6 lambda =  0.192043 
## Iteration 7 lambda =  0.1920016 
## Iteration 8 lambda =  0.1919933 
## Iteration 9 lambda =  0.1919917 
## Iteration 10 lambda =  0.1919913 
## Iteration 11 lambda =  0.1919913 
## Iteration 1 lambda =  0.3291947 
## Iteration 2 lambda =  0.1950337 
## Iteration 3 lambda =  0.1682014 
## Iteration 4 lambda =  0.162835 
## Iteration 5 lambda =  0.1617617 
## Iteration 6 lambda =  0.1615471 
## Iteration 7 lambda =  0.1615041 
## Iteration 8 lambda =  0.1614955 
## Iteration 9 lambda =  0.1614938 
## Iteration 10 lambda =  0.1614935 
## Iteration 11 lambda =  0.1614934 
## Iteration 1 lambda =  0.349829 
## Iteration 2 lambda =  0.2197948 
## Iteration 3 lambda =  0.193788 
## Iteration 4 lambda =  0.1885866 
## Iteration 5 lambda =  0.1875463 
## Iteration 6 lambda =  0.1873383 
## Iteration 7 lambda =  0.1872967 
## Iteration 8 lambda =  0.1872883 
## Iteration 9 lambda =  0.1872867 
## Iteration 10 lambda =  0.1872863 
## Iteration 11 lambda =  0.1872863 
## Iteration 1 lambda =  0.401456 
## Iteration 2 lambda =  0.2817472 
## Iteration 3 lambda =  0.2578054 
## Iteration 4 lambda =  0.253017 
## Iteration 5 lambda =  0.2520594 
## Iteration 6 lambda =  0.2518678 
## Iteration 7 lambda =  0.2518295 
## Iteration 8 lambda =  0.2518219 
## Iteration 9 lambda =  0.2518203 
## Iteration 10 lambda =  0.25182 
## Iteration 11 lambda =  0.25182 
## Iteration 1 lambda =  0.3483821 
## Iteration 2 lambda =  0.2180585 
## Iteration 3 lambda =  0.1919938 
## Iteration 4 lambda =  0.1867809 
## Iteration 5 lambda =  0.1857383 
## Iteration 6 lambda =  0.1855298 
## Iteration 7 lambda =  0.1854881 
## Iteration 8 lambda =  0.1854797 
## Iteration 9 lambda =  0.1854781 
## Iteration 10 lambda =  0.1854777 
## Iteration 11 lambda =  0.1854777 
## Iteration 1 lambda =  0.3578006 
## Iteration 2 lambda =  0.2293607 
## Iteration 3 lambda =  0.2036728 
## Iteration 4 lambda =  0.1985352 
## Iteration 5 lambda =  0.1975076 
## Iteration 6 lambda =  0.1973021 
## Iteration 7 lambda =  0.197261 
## Iteration 8 lambda =  0.1972528 
## Iteration 9 lambda =  0.1972512 
## Iteration 10 lambda =  0.1972509 
## Iteration 11 lambda =  0.1972508 
## Iteration 1 lambda =  0.3421593 
## Iteration 2 lambda =  0.2105911 
## Iteration 3 lambda =  0.1842775 
## Iteration 4 lambda =  0.1790148 
## Iteration 5 lambda =  0.1779622 
## Iteration 6 lambda =  0.1777517 
## Iteration 7 lambda =  0.1777096 
## Iteration 8 lambda =  0.1777012 
## Iteration 9 lambda =  0.1776995 
## Iteration 10 lambda =  0.1776992 
## Iteration 11 lambda =  0.1776991 
## Iteration 1 lambda =  0.3364381 
## Iteration 2 lambda =  0.2037257 
## Iteration 3 lambda =  0.1771832 
## Iteration 4 lambda =  0.1718747 
## Iteration 5 lambda =  0.170813 
## Iteration 6 lambda =  0.1706006 
## Iteration 7 lambda =  0.1705582 
## Iteration 8 lambda =  0.1705497 
## Iteration 9 lambda =  0.170548 
## Iteration 10 lambda =  0.1705476 
## Iteration 11 lambda =  0.1705476 
## Iteration 1 lambda =  0.355117 
## Iteration 2 lambda =  0.2261405 
## Iteration 3 lambda =  0.2003451 
## Iteration 4 lambda =  0.1951861 
## Iteration 5 lambda =  0.1941543 
## Iteration 6 lambda =  0.1939479 
## Iteration 7 lambda =  0.1939066 
## Iteration 8 lambda =  0.1938984 
## Iteration 9 lambda =  0.1938967 
## Iteration 10 lambda =  0.1938964 
## Iteration 11 lambda =  0.1938963 
## Iteration 1 lambda =  0.3132805 
## Iteration 2 lambda =  0.1759366 
## Iteration 3 lambda =  0.1484678 
## Iteration 4 lambda =  0.1429741 
## Iteration 5 lambda =  0.1418753 
## Iteration 6 lambda =  0.1416556 
## Iteration 7 lambda =  0.1416116 
## Iteration 8 lambda =  0.1416028 
## Iteration 9 lambda =  0.1416011 
## Iteration 10 lambda =  0.1416007 
## Iteration 11 lambda =  0.1416007 
## Iteration 1 lambda =  0.3629745 
## Iteration 2 lambda =  0.2355694 
## Iteration 3 lambda =  0.2100884 
## Iteration 4 lambda =  0.2049922 
## Iteration 5 lambda =  0.2039729 
## Iteration 6 lambda =  0.2037691 
## Iteration 7 lambda =  0.2037283 
## Iteration 8 lambda =  0.2037201 
## Iteration 9 lambda =  0.2037185 
## Iteration 10 lambda =  0.2037182 
## Iteration 11 lambda =  0.2037181 
## Iteration 1 lambda =  0.3983694 
## Iteration 2 lambda =  0.2780432 
## Iteration 3 lambda =  0.253978 
## Iteration 4 lambda =  0.249165 
## Iteration 5 lambda =  0.2482023 
## Iteration 6 lambda =  0.2480098 
## Iteration 7 lambda =  0.2479713 
## Iteration 8 lambda =  0.2479636 
## Iteration 9 lambda =  0.2479621 
## Iteration 10 lambda =  0.2479618 
## Iteration 11 lambda =  0.2479617 
## Iteration 1 lambda =  0.3504539 
## Iteration 2 lambda =  0.2205447 
## Iteration 3 lambda =  0.1945628 
## Iteration 4 lambda =  0.1893665 
## Iteration 5 lambda =  0.1883272 
## Iteration 6 lambda =  0.1881193 
## Iteration 7 lambda =  0.1880778 
## Iteration 8 lambda =  0.1880694 
## Iteration 9 lambda =  0.1880678 
## Iteration 10 lambda =  0.1880675 
## Iteration 11 lambda =  0.1880674 
## Iteration 1 lambda =  0.3948782 
## Iteration 2 lambda =  0.2738539 
## Iteration 3 lambda =  0.249649 
## Iteration 4 lambda =  0.2448081 
## Iteration 5 lambda =  0.2438399 
## Iteration 6 lambda =  0.2436462 
## Iteration 7 lambda =  0.2436075 
## Iteration 8 lambda =  0.2435997 
## Iteration 9 lambda =  0.2435982 
## Iteration 10 lambda =  0.2435979 
## Iteration 11 lambda =  0.2435978 
## Iteration 1 lambda =  0.3351063 
## Iteration 2 lambda =  0.2021275 
## Iteration 3 lambda =  0.1755318 
## Iteration 4 lambda =  0.1702126 
## Iteration 5 lambda =  0.1691488 
## Iteration 6 lambda =  0.168936 
## Iteration 7 lambda =  0.1688935 
## Iteration 8 lambda =  0.168885 
## Iteration 9 lambda =  0.1688833 
## Iteration 10 lambda =  0.1688829 
## Iteration 11 lambda =  0.1688828 
## Iteration 1 lambda =  0.3855029 
## Iteration 2 lambda =  0.2626035 
## Iteration 3 lambda =  0.2380236 
## Iteration 4 lambda =  0.2331076 
## Iteration 5 lambda =  0.2321244 
## Iteration 6 lambda =  0.2319278 
## Iteration 7 lambda =  0.2318884 
## Iteration 8 lambda =  0.2318806 
## Iteration 9 lambda =  0.231879 
## Iteration 10 lambda =  0.2318787 
## Iteration 11 lambda =  0.2318786 
## Iteration 1 lambda =  0.3757306 
## Iteration 2 lambda =  0.2508767 
## Iteration 3 lambda =  0.2259059 
## Iteration 4 lambda =  0.2209117 
## Iteration 5 lambda =  0.2199129 
## Iteration 6 lambda =  0.2197131 
## Iteration 7 lambda =  0.2196732 
## Iteration 8 lambda =  0.2196652 
## Iteration 9 lambda =  0.2196636 
## Iteration 10 lambda =  0.2196633 
## Iteration 11 lambda =  0.2196632 
## Iteration 1 lambda =  0.3229296 
## Iteration 2 lambda =  0.1875156 
## Iteration 3 lambda =  0.1604328 
## Iteration 4 lambda =  0.1550162 
## Iteration 5 lambda =  0.1539329 
## Iteration 6 lambda =  0.1537162 
## Iteration 7 lambda =  0.1536729 
## Iteration 8 lambda =  0.1536642 
## Iteration 9 lambda =  0.1536625 
## Iteration 10 lambda =  0.1536621 
## Iteration 11 lambda =  0.1536621 
## Iteration 1 lambda =  0.3637253 
## Iteration 2 lambda =  0.2364704 
## Iteration 3 lambda =  0.2110194 
## Iteration 4 lambda =  0.2059292 
## Iteration 5 lambda =  0.2049112 
## Iteration 6 lambda =  0.2047076 
## Iteration 7 lambda =  0.2046669 
## Iteration 8 lambda =  0.2046587 
## Iteration 9 lambda =  0.2046571 
## Iteration 10 lambda =  0.2046568 
## Iteration 11 lambda =  0.2046567 
## Iteration 1 lambda =  0.3686279 
## Iteration 2 lambda =  0.2423534 
## Iteration 3 lambda =  0.2170986 
## Iteration 4 lambda =  0.2120476 
## Iteration 5 lambda =  0.2110374 
## Iteration 6 lambda =  0.2108353 
## Iteration 7 lambda =  0.2107949 
## Iteration 8 lambda =  0.2107868 
## Iteration 9 lambda =  0.2107852 
## Iteration 10 lambda =  0.2107849 
## Iteration 11 lambda =  0.2107848 
## Iteration 1 lambda =  0.3534184 
## Iteration 2 lambda =  0.2241021 
## Iteration 3 lambda =  0.1982388 
## Iteration 4 lambda =  0.1930662 
## Iteration 5 lambda =  0.1920316 
## Iteration 6 lambda =  0.1918247 
## Iteration 7 lambda =  0.1917834 
## Iteration 8 lambda =  0.1917751 
## Iteration 9 lambda =  0.1917734 
## Iteration 10 lambda =  0.1917731 
## Iteration 11 lambda =  0.191773 
## Iteration 1 lambda =  0.3554236 
## Iteration 2 lambda =  0.2265083 
## Iteration 3 lambda =  0.2007253 
## Iteration 4 lambda =  0.1955687 
## Iteration 5 lambda =  0.1945374 
## Iteration 6 lambda =  0.1943311 
## Iteration 7 lambda =  0.1942898 
## Iteration 8 lambda =  0.1942816 
## Iteration 9 lambda =  0.1942799 
## Iteration 10 lambda =  0.1942796 
## Iteration 11 lambda =  0.1942795 
## Iteration 1 lambda =  0.3528415 
## Iteration 2 lambda =  0.2234098 
## Iteration 3 lambda =  0.1975234 
## Iteration 4 lambda =  0.1923462 
## Iteration 5 lambda =  0.1913107 
## Iteration 6 lambda =  0.1911036 
## Iteration 7 lambda =  0.1910622 
## Iteration 8 lambda =  0.1910539 
## Iteration 9 lambda =  0.1910523 
## Iteration 10 lambda =  0.1910519 
## Iteration 11 lambda =  0.1910519 
## Iteration 1 lambda =  0.3483503 
## Iteration 2 lambda =  0.2180203 
## Iteration 3 lambda =  0.1919544 
## Iteration 4 lambda =  0.1867412 
## Iteration 5 lambda =  0.1856985 
## Iteration 6 lambda =  0.18549 
## Iteration 7 lambda =  0.1854483 
## Iteration 8 lambda =  0.1854399 
## Iteration 9 lambda =  0.1854383 
## Iteration 10 lambda =  0.1854379 
## Iteration 11 lambda =  0.1854379 
## Iteration 1 lambda =  0.3231071 
## Iteration 2 lambda =  0.1877286 
## Iteration 3 lambda =  0.1606529 
## Iteration 4 lambda =  0.1552377 
## Iteration 5 lambda =  0.1541547 
## Iteration 6 lambda =  0.1539381 
## Iteration 7 lambda =  0.1538948 
## Iteration 8 lambda =  0.1538861 
## Iteration 9 lambda =  0.1538844 
## Iteration 10 lambda =  0.153884 
## Iteration 11 lambda =  0.1538839 
## Iteration 1 lambda =  0.3627375 
## Iteration 2 lambda =  0.235285 
## Iteration 3 lambda =  0.2097944 
## Iteration 4 lambda =  0.2046963 
## Iteration 5 lambda =  0.2036767 
## Iteration 6 lambda =  0.2034728 
## Iteration 7 lambda =  0.203432 
## Iteration 8 lambda =  0.2034239 
## Iteration 9 lambda =  0.2034222 
## Iteration 10 lambda =  0.2034219 
## Iteration 11 lambda =  0.2034218 
## Iteration 1 lambda =  0.3728596 
## Iteration 2 lambda =  0.2474315 
## Iteration 3 lambda =  0.2223459 
## Iteration 4 lambda =  0.2173288 
## Iteration 5 lambda =  0.2163254 
## Iteration 6 lambda =  0.2161247 
## Iteration 7 lambda =  0.2160845 
## Iteration 8 lambda =  0.2160765 
## Iteration 9 lambda =  0.2160749 
## Iteration 10 lambda =  0.2160746 
## Iteration 11 lambda =  0.2160745 
## Iteration 1 lambda =  0.3822456 
## Iteration 2 lambda =  0.2586947 
## Iteration 3 lambda =  0.2339845 
## Iteration 4 lambda =  0.2290425 
## Iteration 5 lambda =  0.2280541 
## Iteration 6 lambda =  0.2278564 
## Iteration 7 lambda =  0.2278169 
## Iteration 8 lambda =  0.227809 
## Iteration 9 lambda =  0.2278074 
## Iteration 10 lambda =  0.2278071 
## Iteration 11 lambda =  0.227807 
## Iteration 1 lambda =  0.3553987 
## Iteration 2 lambda =  0.2264785 
## Iteration 3 lambda =  0.2006944 
## Iteration 4 lambda =  0.1955376 
## Iteration 5 lambda =  0.1945062 
## Iteration 6 lambda =  0.1943 
## Iteration 7 lambda =  0.1942587 
## Iteration 8 lambda =  0.1942505 
## Iteration 9 lambda =  0.1942488 
## Iteration 10 lambda =  0.1942485 
## Iteration 11 lambda =  0.1942484 
## Iteration 1 lambda =  0.3739641 
## Iteration 2 lambda =  0.248757 
## Iteration 3 lambda =  0.2237155 
## Iteration 4 lambda =  0.2187072 
## Iteration 5 lambda =  0.2177056 
## Iteration 6 lambda =  0.2175052 
## Iteration 7 lambda =  0.2174652 
## Iteration 8 lambda =  0.2174572 
## Iteration 9 lambda =  0.2174556 
## Iteration 10 lambda =  0.2174552 
## Iteration 11 lambda =  0.2174552 
## Iteration 1 lambda =  0.3999764 
## Iteration 2 lambda =  0.2799716 
## Iteration 3 lambda =  0.2559707 
## Iteration 4 lambda =  0.2511705 
## Iteration 5 lambda =  0.2502105 
## Iteration 6 lambda =  0.2500185 
## Iteration 7 lambda =  0.2499801 
## Iteration 8 lambda =  0.2499724 
## Iteration 9 lambda =  0.2499708 
## Iteration 10 lambda =  0.2499705 
## Iteration 11 lambda =  0.2499705 
## Iteration 1 lambda =  0.3565231 
## Iteration 2 lambda =  0.2278277 
## Iteration 3 lambda =  0.2020887 
## Iteration 4 lambda =  0.1969408 
## Iteration 5 lambda =  0.1959113 
## Iteration 6 lambda =  0.1957054 
## Iteration 7 lambda =  0.1956642 
## Iteration 8 lambda =  0.1956559 
## Iteration 9 lambda =  0.1956543 
## Iteration 10 lambda =  0.195654 
## Iteration 11 lambda =  0.1956539 
## Iteration 1 lambda =  0.3769434 
## Iteration 2 lambda =  0.2523321 
## Iteration 3 lambda =  0.2274098 
## Iteration 4 lambda =  0.2224254 
## Iteration 5 lambda =  0.2214285 
## Iteration 6 lambda =  0.2212291 
## Iteration 7 lambda =  0.2211892 
## Iteration 8 lambda =  0.2211812 
## Iteration 9 lambda =  0.2211796 
## Iteration 10 lambda =  0.2211793 
## Iteration 11 lambda =  0.2211793 
## Iteration 1 lambda =  0.3391704 
## Iteration 2 lambda =  0.2070044 
## Iteration 3 lambda =  0.1805712 
## Iteration 4 lambda =  0.1752846 
## Iteration 5 lambda =  0.1742273 
## Iteration 6 lambda =  0.1740158 
## Iteration 7 lambda =  0.1739735 
## Iteration 8 lambda =  0.1739651 
## Iteration 9 lambda =  0.1739634 
## Iteration 10 lambda =  0.173963 
## Iteration 11 lambda =  0.173963 
## Iteration 1 lambda =  0.3404578 
## Iteration 2 lambda =  0.2085493 
## Iteration 3 lambda =  0.1821677 
## Iteration 4 lambda =  0.1768913 
## Iteration 5 lambda =  0.1758361 
## Iteration 6 lambda =  0.175625 
## Iteration 7 lambda =  0.1755828 
## Iteration 8 lambda =  0.1755743 
## Iteration 9 lambda =  0.1755727 
## Iteration 10 lambda =  0.1755723 
## Iteration 11 lambda =  0.1755723 
## Iteration 1 lambda =  0.3294818 
## Iteration 2 lambda =  0.1953782 
## Iteration 3 lambda =  0.1685574 
## Iteration 4 lambda =  0.1631933 
## Iteration 5 lambda =  0.1621205 
## Iteration 6 lambda =  0.1619059 
## Iteration 7 lambda =  0.161863 
## Iteration 8 lambda =  0.1618544 
## Iteration 9 lambda =  0.1618527 
## Iteration 10 lambda =  0.1618523 
## Iteration 11 lambda =  0.1618523 
## Iteration 1 lambda =  0.3489168 
## Iteration 2 lambda =  0.2187001 
## Iteration 3 lambda =  0.1926568 
## Iteration 4 lambda =  0.1874481 
## Iteration 5 lambda =  0.1864064 
## Iteration 6 lambda =  0.1861981 
## Iteration 7 lambda =  0.1861564 
## Iteration 8 lambda =  0.1861481 
## Iteration 9 lambda =  0.1861464 
## Iteration 10 lambda =  0.1861461 
## Iteration 11 lambda =  0.186146 
## Iteration 1 lambda =  0.3496989 
## Iteration 2 lambda =  0.2196387 
## Iteration 3 lambda =  0.1936267 
## Iteration 4 lambda =  0.1884243 
## Iteration 5 lambda =  0.1873838 
## Iteration 6 lambda =  0.1871757 
## Iteration 7 lambda =  0.1871341 
## Iteration 8 lambda =  0.1871258 
## Iteration 9 lambda =  0.1871241 
## Iteration 10 lambda =  0.1871238 
## Iteration 11 lambda =  0.1871237 
## Iteration 1 lambda =  0.3688469 
## Iteration 2 lambda =  0.2426163 
## Iteration 3 lambda =  0.2173701 
## Iteration 4 lambda =  0.2123209 
## Iteration 5 lambda =  0.2113111 
## Iteration 6 lambda =  0.2111091 
## Iteration 7 lambda =  0.2110687 
## Iteration 8 lambda =  0.2110606 
## Iteration 9 lambda =  0.211059 
## Iteration 10 lambda =  0.2110587 
## Iteration 11 lambda =  0.2110586 
## Iteration 1 lambda =  0.3768078 
## Iteration 2 lambda =  0.2521694 
## Iteration 3 lambda =  0.2272417 
## Iteration 4 lambda =  0.2222562 
## Iteration 5 lambda =  0.2212591 
## Iteration 6 lambda =  0.2210597 
## Iteration 7 lambda =  0.2210198 
## Iteration 8 lambda =  0.2210118 
## Iteration 9 lambda =  0.2210102 
## Iteration 10 lambda =  0.2210099 
## Iteration 11 lambda =  0.2210098 
## Iteration 1 lambda =  0.385831 
## Iteration 2 lambda =  0.2629972 
## Iteration 3 lambda =  0.2384305 
## Iteration 4 lambda =  0.2335171 
## Iteration 5 lambda =  0.2325344 
## Iteration 6 lambda =  0.2323379 
## Iteration 7 lambda =  0.2322986 
## Iteration 8 lambda =  0.2322907 
## Iteration 9 lambda =  0.2322892 
## Iteration 10 lambda =  0.2322888 
## Iteration 11 lambda =  0.2322888 
## Iteration 1 lambda =  0.3860965 
## Iteration 2 lambda =  0.2633158 
## Iteration 3 lambda =  0.2387596 
## Iteration 4 lambda =  0.2338484 
## Iteration 5 lambda =  0.2328662 
## Iteration 6 lambda =  0.2326697 
## Iteration 7 lambda =  0.2326304 
## Iteration 8 lambda =  0.2326226 
## Iteration 9 lambda =  0.232621 
## Iteration 10 lambda =  0.2326207 
## Iteration 11 lambda =  0.2326206 
## Iteration 1 lambda =  0.3326091 
## Iteration 2 lambda =  0.1991309 
## Iteration 3 lambda =  0.1724353 
## Iteration 4 lambda =  0.1670962 
## Iteration 5 lambda =  0.1660283 
## Iteration 6 lambda =  0.1658148 
## Iteration 7 lambda =  0.1657721 
## Iteration 8 lambda =  0.1657635 
## Iteration 9 lambda =  0.1657618 
## Iteration 10 lambda =  0.1657615 
## Iteration 11 lambda =  0.1657614 
## Iteration 1 lambda =  0.3912531 
## Iteration 2 lambda =  0.2695037 
## Iteration 3 lambda =  0.2451538 
## Iteration 4 lambda =  0.2402838 
## Iteration 5 lambda =  0.2393098 
## Iteration 6 lambda =  0.239115 
## Iteration 7 lambda =  0.2390761 
## Iteration 8 lambda =  0.2390683 
## Iteration 9 lambda =  0.2390667 
## Iteration 10 lambda =  0.2390664 
## Iteration 11 lambda =  0.2390664 
## Iteration 1 lambda =  0.3760669 
## Iteration 2 lambda =  0.2512803 
## Iteration 3 lambda =  0.2263229 
## Iteration 4 lambda =  0.2213315 
## Iteration 5 lambda =  0.2203332 
## Iteration 6 lambda =  0.2201335 
## Iteration 7 lambda =  0.2200936 
## Iteration 8 lambda =  0.2200856 
## Iteration 9 lambda =  0.220084 
## Iteration 10 lambda =  0.2200837 
## Iteration 11 lambda =  0.2200836 
## Iteration 1 lambda =  0.3897897 
## Iteration 2 lambda =  0.2677477 
## Iteration 3 lambda =  0.2433393 
## Iteration 4 lambda =  0.2384576 
## Iteration 5 lambda =  0.2374813 
## Iteration 6 lambda =  0.237286 
## Iteration 7 lambda =  0.2372469 
## Iteration 8 lambda =  0.2372391 
## Iteration 9 lambda =  0.2372376 
## Iteration 10 lambda =  0.2372373 
## Iteration 11 lambda =  0.2372372 
## Iteration 1 lambda =  0.3394701 
## Iteration 2 lambda =  0.2073641 
## Iteration 3 lambda =  0.1809429 
## Iteration 4 lambda =  0.1756587 
## Iteration 5 lambda =  0.1746018 
## Iteration 6 lambda =  0.1743905 
## Iteration 7 lambda =  0.1743482 
## Iteration 8 lambda =  0.1743397 
## Iteration 9 lambda =  0.1743381 
## Iteration 10 lambda =  0.1743377 
## Iteration 11 lambda =  0.1743376 
## Iteration 1 lambda =  0.3777131 
## Iteration 2 lambda =  0.2532557 
## Iteration 3 lambda =  0.2283642 
## Iteration 4 lambda =  0.2233859 
## Iteration 5 lambda =  0.2223903 
## Iteration 6 lambda =  0.2221911 
## Iteration 7 lambda =  0.2221513 
## Iteration 8 lambda =  0.2221433 
## Iteration 9 lambda =  0.2221417 
## Iteration 10 lambda =  0.2221414 
## Iteration 11 lambda =  0.2221414 
## Iteration 1 lambda =  0.3707991 
## Iteration 2 lambda =  0.2449589 
## Iteration 3 lambda =  0.2197908 
## Iteration 4 lambda =  0.2147572 
## Iteration 5 lambda =  0.2137505 
## Iteration 6 lambda =  0.2135492 
## Iteration 7 lambda =  0.2135089 
## Iteration 8 lambda =  0.2135008 
## Iteration 9 lambda =  0.2134992 
## Iteration 10 lambda =  0.2134989 
## Iteration 11 lambda =  0.2134988 
## Iteration 1 lambda =  0.3653723 
## Iteration 2 lambda =  0.2384468 
## Iteration 3 lambda =  0.2130617 
## Iteration 4 lambda =  0.2079847 
## Iteration 5 lambda =  0.2069692 
## Iteration 6 lambda =  0.2067662 
## Iteration 7 lambda =  0.2067256 
## Iteration 8 lambda =  0.2067174 
## Iteration 9 lambda =  0.2067158 
## Iteration 10 lambda =  0.2067155 
## Iteration 11 lambda =  0.2067154 
## Iteration 1 lambda =  0.3518857 
## Iteration 2 lambda =  0.2222628 
## Iteration 3 lambda =  0.1963382 
## Iteration 4 lambda =  0.1911533 
## Iteration 5 lambda =  0.1901163 
## Iteration 6 lambda =  0.1899089 
## Iteration 7 lambda =  0.1898674 
## Iteration 8 lambda =  0.1898592 
## Iteration 9 lambda =  0.1898575 
## Iteration 10 lambda =  0.1898572 
## Iteration 11 lambda =  0.1898571 
## Iteration 1 lambda =  0.3888265 
## Iteration 2 lambda =  0.2665918 
## Iteration 3 lambda =  0.2421448 
## Iteration 4 lambda =  0.2372555 
## Iteration 5 lambda =  0.2362776 
## Iteration 6 lambda =  0.236082 
## Iteration 7 lambda =  0.2360429 
## Iteration 8 lambda =  0.2360351 
## Iteration 9 lambda =  0.2360335 
## Iteration 10 lambda =  0.2360332 
## Iteration 11 lambda =  0.2360331 
## Iteration 1 lambda =  0.3489155 
## Iteration 2 lambda =  0.2186986 
## Iteration 3 lambda =  0.1926553 
## Iteration 4 lambda =  0.1874466 
## Iteration 5 lambda =  0.1864048 
## Iteration 6 lambda =  0.1861965 
## Iteration 7 lambda =  0.1861548 
## Iteration 8 lambda =  0.1861465 
## Iteration 9 lambda =  0.1861448 
## Iteration 10 lambda =  0.1861445 
## Iteration 11 lambda =  0.1861444 
## Iteration 1 lambda =  0.366509 
## Iteration 2 lambda =  0.2398109 
## Iteration 3 lambda =  0.2144712 
## Iteration 4 lambda =  0.2094033 
## Iteration 5 lambda =  0.2083897 
## Iteration 6 lambda =  0.208187 
## Iteration 7 lambda =  0.2081464 
## Iteration 8 lambda =  0.2081383 
## Iteration 9 lambda =  0.2081367 
## Iteration 10 lambda =  0.2081364 
## Iteration 11 lambda =  0.2081363 
## Iteration 1 lambda =  0.3338944 
## Iteration 2 lambda =  0.2006733 
## Iteration 3 lambda =  0.174029 
## Iteration 4 lambda =  0.1687002 
## Iteration 5 lambda =  0.1676344 
## Iteration 6 lambda =  0.1674213 
## Iteration 7 lambda =  0.1673786 
## Iteration 8 lambda =  0.1673701 
## Iteration 9 lambda =  0.1673684 
## Iteration 10 lambda =  0.1673681 
## Iteration 11 lambda =  0.167368 
## Iteration 1 lambda =  0.3968387 
## Iteration 2 lambda =  0.2762064 
## Iteration 3 lambda =  0.2520799 
## Iteration 4 lambda =  0.2472547 
## Iteration 5 lambda =  0.2462896 
## Iteration 6 lambda =  0.2460966 
## Iteration 7 lambda =  0.246058 
## Iteration 8 lambda =  0.2460503 
## Iteration 9 lambda =  0.2460487 
## Iteration 10 lambda =  0.2460484 
## Iteration 11 lambda =  0.2460483 
## Iteration 1 lambda =  0.4241338 
## Iteration 2 lambda =  0.3089606 
## Iteration 3 lambda =  0.2859259 
## Iteration 4 lambda =  0.281319 
## Iteration 5 lambda =  0.2803976 
## Iteration 6 lambda =  0.2802133 
## Iteration 7 lambda =  0.2801765 
## Iteration 8 lambda =  0.2801691 
## Iteration 9 lambda =  0.2801676 
## Iteration 10 lambda =  0.2801673 
## Iteration 11 lambda =  0.2801673 
## Iteration 1 lambda =  0.3514334 
## Iteration 2 lambda =  0.22172 
## Iteration 3 lambda =  0.1957774 
## Iteration 4 lambda =  0.1905888 
## Iteration 5 lambda =  0.1895511 
## Iteration 6 lambda =  0.1893436 
## Iteration 7 lambda =  0.1893021 
## Iteration 8 lambda =  0.1892938 
## Iteration 9 lambda =  0.1892921 
## Iteration 10 lambda =  0.1892918 
## Iteration 11 lambda =  0.1892917 
## Iteration 1 lambda =  0.3547393 
## Iteration 2 lambda =  0.2256871 
## Iteration 3 lambda =  0.1998767 
## Iteration 4 lambda =  0.1947146 
## Iteration 5 lambda =  0.1936822 
## Iteration 6 lambda =  0.1934757 
## Iteration 7 lambda =  0.1934344 
## Iteration 8 lambda =  0.1934261 
## Iteration 9 lambda =  0.1934245 
## Iteration 10 lambda =  0.1934241 
## Iteration 11 lambda =  0.1934241 
## Iteration 1 lambda =  0.3684298 
## Iteration 2 lambda =  0.2421158 
## Iteration 3 lambda =  0.216853 
## Iteration 4 lambda =  0.2118004 
## Iteration 5 lambda =  0.2107899 
## Iteration 6 lambda =  0.2105878 
## Iteration 7 lambda =  0.2105474 
## Iteration 8 lambda =  0.2105393 
## Iteration 9 lambda =  0.2105377 
## Iteration 10 lambda =  0.2105374 
## Iteration 11 lambda =  0.2105373 
## Iteration 1 lambda =  0.3490268 
## Iteration 2 lambda =  0.2188322 
## Iteration 3 lambda =  0.1927932 
## Iteration 4 lambda =  0.1875855 
## Iteration 5 lambda =  0.1865439 
## Iteration 6 lambda =  0.1863356 
## Iteration 7 lambda =  0.1862939 
## Iteration 8 lambda =  0.1862856 
## Iteration 9 lambda =  0.1862839 
## Iteration 10 lambda =  0.1862836 
## Iteration 11 lambda =  0.1862835 
## Iteration 1 lambda =  0.3464126 
## Iteration 2 lambda =  0.2156951 
## Iteration 3 lambda =  0.1895516 
## Iteration 4 lambda =  0.1843229 
## Iteration 5 lambda =  0.1832772 
## Iteration 6 lambda =  0.1830681 
## Iteration 7 lambda =  0.1830262 
## Iteration 8 lambda =  0.1830179 
## Iteration 9 lambda =  0.1830162 
## Iteration 10 lambda =  0.1830159 
## Iteration 11 lambda =  0.1830158 
## Iteration 1 lambda =  0.3664109 
## Iteration 2 lambda =  0.2396931 
## Iteration 3 lambda =  0.2143496 
## Iteration 4 lambda =  0.2092809 
## Iteration 5 lambda =  0.2082671 
## Iteration 6 lambda =  0.2080644 
## Iteration 7 lambda =  0.2080238 
## Iteration 8 lambda =  0.2080157 
## Iteration 9 lambda =  0.2080141 
## Iteration 10 lambda =  0.2080138 
## Iteration 11 lambda =  0.2080137 
## Iteration 1 lambda =  0.340264 
## Iteration 2 lambda =  0.2083167 
## Iteration 3 lambda =  0.1819273 
## Iteration 4 lambda =  0.1766494 
## Iteration 5 lambda =  0.1755938 
## Iteration 6 lambda =  0.1753827 
## Iteration 7 lambda =  0.1753405 
## Iteration 8 lambda =  0.1753321 
## Iteration 9 lambda =  0.1753304 
## Iteration 10 lambda =  0.17533 
## Iteration 11 lambda =  0.17533 
## Iteration 1 lambda =  0.4014891 
## Iteration 2 lambda =  0.281787 
## Iteration 3 lambda =  0.2578465 
## Iteration 4 lambda =  0.2530585 
## Iteration 5 lambda =  0.2521008 
## Iteration 6 lambda =  0.2519093 
## Iteration 7 lambda =  0.251871 
## Iteration 8 lambda =  0.2518633 
## Iteration 9 lambda =  0.2518618 
## Iteration 10 lambda =  0.2518615 
## Iteration 11 lambda =  0.2518614 
## Iteration 1 lambda =  0.337079 
## Iteration 2 lambda =  0.2044948 
## Iteration 3 lambda =  0.1779779 
## Iteration 4 lambda =  0.1726746 
## Iteration 5 lambda =  0.1716139 
## Iteration 6 lambda =  0.1714018 
## Iteration 7 lambda =  0.1713593 
## Iteration 8 lambda =  0.1713508 
## Iteration 9 lambda =  0.1713492 
## Iteration 10 lambda =  0.1713488 
## Iteration 11 lambda =  0.1713487 
## Iteration 1 lambda =  0.3303493 
## Iteration 2 lambda =  0.1964192 
## Iteration 3 lambda =  0.1696332 
## Iteration 4 lambda =  0.164276 
## Iteration 5 lambda =  0.1632045 
## Iteration 6 lambda =  0.1629903 
## Iteration 7 lambda =  0.1629474 
## Iteration 8 lambda =  0.1629388 
## Iteration 9 lambda =  0.1629371 
## Iteration 10 lambda =  0.1629368 
## Iteration 11 lambda =  0.1629367 
## Iteration 1 lambda =  0.3679507 
## Iteration 2 lambda =  0.2415408 
## Iteration 3 lambda =  0.2162588 
## Iteration 4 lambda =  0.2112024 
## Iteration 5 lambda =  0.2101911 
## Iteration 6 lambda =  0.2099889 
## Iteration 7 lambda =  0.2099484 
## Iteration 8 lambda =  0.2099403 
## Iteration 9 lambda =  0.2099387 
## Iteration 10 lambda =  0.2099384 
## Iteration 11 lambda =  0.2099383 
## Iteration 1 lambda =  0.3388055 
## Iteration 2 lambda =  0.2065665 
## Iteration 3 lambda =  0.1801188 
## Iteration 4 lambda =  0.1748292 
## Iteration 5 lambda =  0.1737713 
## Iteration 6 lambda =  0.1735597 
## Iteration 7 lambda =  0.1735174 
## Iteration 8 lambda =  0.1735089 
## Iteration 9 lambda =  0.1735072 
## Iteration 10 lambda =  0.1735069 
## Iteration 11 lambda =  0.1735068 
## Iteration 1 lambda =  0.3262831 
## Iteration 2 lambda =  0.1915397 
## Iteration 3 lambda =  0.164591 
## Iteration 4 lambda =  0.1592013 
## Iteration 5 lambda =  0.1581233 
## Iteration 6 lambda =  0.1579077 
## Iteration 7 lambda =  0.1578646 
## Iteration 8 lambda =  0.157856 
## Iteration 9 lambda =  0.1578543 
## Iteration 10 lambda =  0.1578539 
## Iteration 11 lambda =  0.1578538 
## Iteration 1 lambda =  0.3302441 
## Iteration 2 lambda =  0.1962929 
## Iteration 3 lambda =  0.1695027 
## Iteration 4 lambda =  0.1641446 
## Iteration 5 lambda =  0.163073 
## Iteration 6 lambda =  0.1628587 
## Iteration 7 lambda =  0.1628159 
## Iteration 8 lambda =  0.1628073 
## Iteration 9 lambda =  0.1628056 
## Iteration 10 lambda =  0.1628052 
## Iteration 11 lambda =  0.1628052 
## Iteration 1 lambda =  0.3252589 
## Iteration 2 lambda =  0.1903107 
## Iteration 3 lambda =  0.1633211 
## Iteration 4 lambda =  0.1579232 
## Iteration 5 lambda =  0.1568436 
## Iteration 6 lambda =  0.1566276 
## Iteration 7 lambda =  0.1565845 
## Iteration 8 lambda =  0.1565758 
## Iteration 9 lambda =  0.1565741 
## Iteration 10 lambda =  0.1565738 
## Iteration 11 lambda =  0.1565737 
## Iteration 1 lambda =  0.3195238 
## Iteration 2 lambda =  0.1834286 
## Iteration 3 lambda =  0.1562096 
## Iteration 4 lambda =  0.1507658 
## Iteration 5 lambda =  0.149677 
## Iteration 6 lambda =  0.1494592 
## Iteration 7 lambda =  0.1494157 
## Iteration 8 lambda =  0.149407 
## Iteration 9 lambda =  0.1494052 
## Iteration 10 lambda =  0.1494049 
## Iteration 11 lambda =  0.1494048 
## Iteration 1 lambda =  0.3787613 
## Iteration 2 lambda =  0.2545135 
## Iteration 3 lambda =  0.229664 
## Iteration 4 lambda =  0.2246941 
## Iteration 5 lambda =  0.2237001 
## Iteration 6 lambda =  0.2235013 
## Iteration 7 lambda =  0.2234616 
## Iteration 8 lambda =  0.2234536 
## Iteration 9 lambda =  0.223452 
## Iteration 10 lambda =  0.2234517 
## Iteration 11 lambda =  0.2234516 
## Iteration 1 lambda =  0.3710112 
## Iteration 2 lambda =  0.2452134 
## Iteration 3 lambda =  0.2200538 
## Iteration 4 lambda =  0.2150219 
## Iteration 5 lambda =  0.2140155 
## Iteration 6 lambda =  0.2138143 
## Iteration 7 lambda =  0.213774 
## Iteration 8 lambda =  0.213766 
## Iteration 9 lambda =  0.2137644 
## Iteration 10 lambda =  0.213764 
## Iteration 11 lambda =  0.213764 
## Iteration 1 lambda =  0.363813 
## Iteration 2 lambda =  0.2365757 
## Iteration 3 lambda =  0.2111282 
## Iteration 4 lambda =  0.2060387 
## Iteration 5 lambda =  0.2050208 
## Iteration 6 lambda =  0.2048172 
## Iteration 7 lambda =  0.2047765 
## Iteration 8 lambda =  0.2047683 
## Iteration 9 lambda =  0.2047667 
## Iteration 10 lambda =  0.2047664 
## Iteration 11 lambda =  0.2047663 
## Iteration 1 lambda =  0.3487499 
## Iteration 2 lambda =  0.2184999 
## Iteration 3 lambda =  0.1924499 
## Iteration 4 lambda =  0.1872399 
## Iteration 5 lambda =  0.1861979 
## Iteration 6 lambda =  0.1859895 
## Iteration 7 lambda =  0.1859478 
## Iteration 8 lambda =  0.1859395 
## Iteration 9 lambda =  0.1859378 
## Iteration 10 lambda =  0.1859375 
## Iteration 11 lambda =  0.1859374 
## Iteration 1 lambda =  0.3789438 
## Iteration 2 lambda =  0.2547325 
## Iteration 3 lambda =  0.2298903 
## Iteration 4 lambda =  0.2249218 
## Iteration 5 lambda =  0.2239281 
## Iteration 6 lambda =  0.2237294 
## Iteration 7 lambda =  0.2236896 
## Iteration 8 lambda =  0.2236817 
## Iteration 9 lambda =  0.2236801 
## Iteration 10 lambda =  0.2236798 
## Iteration 11 lambda =  0.2236797 
## Iteration 1 lambda =  0.3493324 
## Iteration 2 lambda =  0.2191988 
## Iteration 3 lambda =  0.1931721 
## Iteration 4 lambda =  0.1879668 
## Iteration 5 lambda =  0.1869257 
## Iteration 6 lambda =  0.1867175 
## Iteration 7 lambda =  0.1866759 
## Iteration 8 lambda =  0.1866675 
## Iteration 9 lambda =  0.1866659 
## Iteration 10 lambda =  0.1866655 
## Iteration 11 lambda =  0.1866655 
## Iteration 1 lambda =  0.3730343 
## Iteration 2 lambda =  0.2476411 
## Iteration 3 lambda =  0.2225625 
## Iteration 4 lambda =  0.2175468 
## Iteration 5 lambda =  0.2165436 
## Iteration 6 lambda =  0.216343 
## Iteration 7 lambda =  0.2163029 
## Iteration 8 lambda =  0.2162949 
## Iteration 9 lambda =  0.2162933 
## Iteration 10 lambda =  0.2162929 
## Iteration 11 lambda =  0.2162929 
## Iteration 1 lambda =  0.4052724 
## Iteration 2 lambda =  0.2863269 
## Iteration 3 lambda =  0.2625378 
## Iteration 4 lambda =  0.25778 
## Iteration 5 lambda =  0.2568284 
## Iteration 6 lambda =  0.2566381 
## Iteration 7 lambda =  0.2566 
## Iteration 8 lambda =  0.2565924 
## Iteration 9 lambda =  0.2565909 
## Iteration 10 lambda =  0.2565906 
## Iteration 11 lambda =  0.2565905 
## Iteration 1 lambda =  0.3791421 
## Iteration 2 lambda =  0.2549705 
## Iteration 3 lambda =  0.2301362 
## Iteration 4 lambda =  0.2251694 
## Iteration 5 lambda =  0.224176 
## Iteration 6 lambda =  0.2239773 
## Iteration 7 lambda =  0.2239376 
## Iteration 8 lambda =  0.2239296 
## Iteration 9 lambda =  0.2239281 
## Iteration 10 lambda =  0.2239277 
## Iteration 11 lambda =  0.2239277 
## Iteration 1 lambda =  0.374561 
## Iteration 2 lambda =  0.2494732 
## Iteration 3 lambda =  0.2244556 
## Iteration 4 lambda =  0.2194521 
## Iteration 5 lambda =  0.2184514 
## Iteration 6 lambda =  0.2182513 
## Iteration 7 lambda =  0.2182113 
## Iteration 8 lambda =  0.2182033 
## Iteration 9 lambda =  0.2182017 
## Iteration 10 lambda =  0.2182013 
## Iteration 11 lambda =  0.2182013 
## Iteration 1 lambda =  0.3328072 
## Iteration 2 lambda =  0.1993686 
## Iteration 3 lambda =  0.1726809 
## Iteration 4 lambda =  0.1673434 
## Iteration 5 lambda =  0.1662759 
## Iteration 6 lambda =  0.1660624 
## Iteration 7 lambda =  0.1660197 
## Iteration 8 lambda =  0.1660111 
## Iteration 9 lambda =  0.1660094 
## Iteration 10 lambda =  0.1660091 
## Iteration 11 lambda =  0.166009 
## Iteration 1 lambda =  0.3759934 
## Iteration 2 lambda =  0.2511921 
## Iteration 3 lambda =  0.2262318 
## Iteration 4 lambda =  0.2212398 
## Iteration 5 lambda =  0.2202414 
## Iteration 6 lambda =  0.2200417 
## Iteration 7 lambda =  0.2200018 
## Iteration 8 lambda =  0.2199938 
## Iteration 9 lambda =  0.2199922 
## Iteration 10 lambda =  0.2199918 
## Iteration 11 lambda =  0.2199918 
## Iteration 1 lambda =  0.350179 
## Iteration 2 lambda =  0.2202148 
## Iteration 3 lambda =  0.194222 
## Iteration 4 lambda =  0.1890234 
## Iteration 5 lambda =  0.1879837 
## Iteration 6 lambda =  0.1877758 
## Iteration 7 lambda =  0.1877342 
## Iteration 8 lambda =  0.1877259 
## Iteration 9 lambda =  0.1877242 
## Iteration 10 lambda =  0.1877239 
## Iteration 11 lambda =  0.1877238 
## Iteration 1 lambda =  0.3664772 
## Iteration 2 lambda =  0.2397726 
## Iteration 3 lambda =  0.2144317 
## Iteration 4 lambda =  0.2093635 
## Iteration 5 lambda =  0.2083499 
## Iteration 6 lambda =  0.2081472 
## Iteration 7 lambda =  0.2081066 
## Iteration 8 lambda =  0.2080985 
## Iteration 9 lambda =  0.2080969 
## Iteration 10 lambda =  0.2080966 
## Iteration 11 lambda =  0.2080965 
## Iteration 1 lambda =  0.3342731 
## Iteration 2 lambda =  0.2011278 
## Iteration 3 lambda =  0.1744987 
## Iteration 4 lambda =  0.1691729 
## Iteration 5 lambda =  0.1681077 
## Iteration 6 lambda =  0.1678947 
## Iteration 7 lambda =  0.1678521 
## Iteration 8 lambda =  0.1678435 
## Iteration 9 lambda =  0.1678418 
## Iteration 10 lambda =  0.1678415 
## Iteration 11 lambda =  0.1678414 
## Iteration 1 lambda =  0.3215486 
## Iteration 2 lambda =  0.1858583 
## Iteration 3 lambda =  0.1587203 
## Iteration 4 lambda =  0.1532927 
## Iteration 5 lambda =  0.1522071 
## Iteration 6 lambda =  0.15199 
## Iteration 7 lambda =  0.1519466 
## Iteration 8 lambda =  0.1519379 
## Iteration 9 lambda =  0.1519362 
## Iteration 10 lambda =  0.1519358 
## Iteration 11 lambda =  0.1519358 
## Iteration 1 lambda =  0.371819 
## Iteration 2 lambda =  0.2461829 
## Iteration 3 lambda =  0.2210556 
## Iteration 4 lambda =  0.2160302 
## Iteration 5 lambda =  0.2150251 
## Iteration 6 lambda =  0.2148241 
## Iteration 7 lambda =  0.2147839 
## Iteration 8 lambda =  0.2147758 
## Iteration 9 lambda =  0.2147742 
## Iteration 10 lambda =  0.2147739 
## Iteration 11 lambda =  0.2147738 
## Iteration 1 lambda =  0.3866249 
## Iteration 2 lambda =  0.2639498 
## Iteration 3 lambda =  0.2394148 
## Iteration 4 lambda =  0.2345078 
## Iteration 5 lambda =  0.2335264 
## Iteration 6 lambda =  0.2333302 
## Iteration 7 lambda =  0.2332909 
## Iteration 8 lambda =  0.2332831 
## Iteration 9 lambda =  0.2332815 
## Iteration 10 lambda =  0.2332812 
## Iteration 11 lambda =  0.2332811 
## Iteration 1 lambda =  0.3800259 
## Iteration 2 lambda =  0.2560311 
## Iteration 3 lambda =  0.2312322 
## Iteration 4 lambda =  0.2262724 
## Iteration 5 lambda =  0.2252804 
## Iteration 6 lambda =  0.225082 
## Iteration 7 lambda =  0.2250423 
## Iteration 8 lambda =  0.2250344 
## Iteration 9 lambda =  0.2250328 
## Iteration 10 lambda =  0.2250325 
## Iteration 11 lambda =  0.2250324 
## Iteration 1 lambda =  0.3720605 
## Iteration 2 lambda =  0.2464726 
## Iteration 3 lambda =  0.221355 
## Iteration 4 lambda =  0.2163315 
## Iteration 5 lambda =  0.2153268 
## Iteration 6 lambda =  0.2151258 
## Iteration 7 lambda =  0.2150857 
## Iteration 8 lambda =  0.2150776 
## Iteration 9 lambda =  0.215076 
## Iteration 10 lambda =  0.2150757 
## Iteration 11 lambda =  0.2150756 
## Iteration 1 lambda =  0.3567791 
## Iteration 2 lambda =  0.228135 
## Iteration 3 lambda =  0.2024061 
## Iteration 4 lambda =  0.1972604 
## Iteration 5 lambda =  0.1962312 
## Iteration 6 lambda =  0.1960254 
## Iteration 7 lambda =  0.1959842 
## Iteration 8 lambda =  0.195976 
## Iteration 9 lambda =  0.1959743 
## Iteration 10 lambda =  0.195974 
## Iteration 11 lambda =  0.1959739 
## Iteration 1 lambda =  0.3665674 
## Iteration 2 lambda =  0.2398808 
## Iteration 3 lambda =  0.2145435 
## Iteration 4 lambda =  0.2094761 
## Iteration 5 lambda =  0.2084626 
## Iteration 6 lambda =  0.2082599 
## Iteration 7 lambda =  0.2082193 
## Iteration 8 lambda =  0.2082112 
## Iteration 9 lambda =  0.2082096 
## Iteration 10 lambda =  0.2082093 
## Iteration 11 lambda =  0.2082092 
## Iteration 1 lambda =  0.3589336 
## Iteration 2 lambda =  0.2307203 
## Iteration 3 lambda =  0.2050776 
## Iteration 4 lambda =  0.1999491 
## Iteration 5 lambda =  0.1989234 
## Iteration 6 lambda =  0.1987182 
## Iteration 7 lambda =  0.1986772 
## Iteration 8 lambda =  0.198669 
## Iteration 9 lambda =  0.1986674 
## Iteration 10 lambda =  0.198667 
## Iteration 11 lambda =  0.198667 
## Iteration 1 lambda =  0.3699046 
## Iteration 2 lambda =  0.2438855 
## Iteration 3 lambda =  0.2186817 
## Iteration 4 lambda =  0.2136409 
## Iteration 5 lambda =  0.2126328 
## Iteration 6 lambda =  0.2124312 
## Iteration 7 lambda =  0.2123908 
## Iteration 8 lambda =  0.2123828 
## Iteration 9 lambda =  0.2123812 
## Iteration 10 lambda =  0.2123808 
## Iteration 11 lambda =  0.2123808 
## Iteration 1 lambda =  0.3374757 
## Iteration 2 lambda =  0.2049708 
## Iteration 3 lambda =  0.1784699 
## Iteration 4 lambda =  0.1731697 
## Iteration 5 lambda =  0.1721096 
## Iteration 6 lambda =  0.1718976 
## Iteration 7 lambda =  0.1718552 
## Iteration 8 lambda =  0.1718467 
## Iteration 9 lambda =  0.171845 
## Iteration 10 lambda =  0.1718447 
## Iteration 11 lambda =  0.1718446 
## Iteration 1 lambda =  0.3493491 
## Iteration 2 lambda =  0.2192189 
## Iteration 3 lambda =  0.1931928 
## Iteration 4 lambda =  0.1879876 
## Iteration 5 lambda =  0.1869466 
## Iteration 6 lambda =  0.1867384 
## Iteration 7 lambda =  0.1866967 
## Iteration 8 lambda =  0.1866884 
## Iteration 9 lambda =  0.1866867 
## Iteration 10 lambda =  0.1866864 
## Iteration 11 lambda =  0.1866863 
## Iteration 1 lambda =  0.3602648 
## Iteration 2 lambda =  0.2323178 
## Iteration 3 lambda =  0.2067284 
## Iteration 4 lambda =  0.2016105 
## Iteration 5 lambda =  0.2005869 
## Iteration 6 lambda =  0.2003822 
## Iteration 7 lambda =  0.2003413 
## Iteration 8 lambda =  0.2003331 
## Iteration 9 lambda =  0.2003315 
## Iteration 10 lambda =  0.2003311 
## Iteration 11 lambda =  0.2003311 
## Iteration 1 lambda =  0.3074642 
## Iteration 2 lambda =  0.1689571 
## Iteration 3 lambda =  0.1412557 
## Iteration 4 lambda =  0.1357154 
## Iteration 5 lambda =  0.1346073 
## Iteration 6 lambda =  0.1343857 
## Iteration 7 lambda =  0.1343414 
## Iteration 8 lambda =  0.1343325 
## Iteration 9 lambda =  0.1343307 
## Iteration 10 lambda =  0.1343304 
## Iteration 11 lambda =  0.1343303 
## Iteration 1 lambda =  0.3649487 
## Iteration 2 lambda =  0.2379385 
## Iteration 3 lambda =  0.2125364 
## Iteration 4 lambda =  0.207456 
## Iteration 5 lambda =  0.20644 
## Iteration 6 lambda =  0.2062367 
## Iteration 7 lambda =  0.2061961 
## Iteration 8 lambda =  0.206188 
## Iteration 9 lambda =  0.2061863 
## Iteration 10 lambda =  0.206186 
## Iteration 11 lambda =  0.206186 
## Iteration 1 lambda =  0.3312444 
## Iteration 2 lambda =  0.1974933 
## Iteration 3 lambda =  0.170743 
## Iteration 4 lambda =  0.165393 
## Iteration 5 lambda =  0.164323 
## Iteration 6 lambda =  0.164109 
## Iteration 7 lambda =  0.1640662 
## Iteration 8 lambda =  0.1640576 
## Iteration 9 lambda =  0.1640559 
## Iteration 10 lambda =  0.1640556 
## Iteration 11 lambda =  0.1640555 
## Iteration 1 lambda =  0.3698735 
## Iteration 2 lambda =  0.2438482 
## Iteration 3 lambda =  0.2186432 
## Iteration 4 lambda =  0.2136021 
## Iteration 5 lambda =  0.2125939 
## Iteration 6 lambda =  0.2123923 
## Iteration 7 lambda =  0.212352 
## Iteration 8 lambda =  0.2123439 
## Iteration 9 lambda =  0.2123423 
## Iteration 10 lambda =  0.212342 
## Iteration 11 lambda =  0.2123419 
## Iteration 1 lambda =  0.3855483 
## Iteration 2 lambda =  0.262658 
## Iteration 3 lambda =  0.2380799 
## Iteration 4 lambda =  0.2331643 
## Iteration 5 lambda =  0.2321812 
## Iteration 6 lambda =  0.2319845 
## Iteration 7 lambda =  0.2319452 
## Iteration 8 lambda =  0.2319373 
## Iteration 9 lambda =  0.2319358 
## Iteration 10 lambda =  0.2319355 
## Iteration 11 lambda =  0.2319354 
## Iteration 1 lambda =  0.3955207 
## Iteration 2 lambda =  0.2746248 
## Iteration 3 lambda =  0.2504457 
## Iteration 4 lambda =  0.2456098 
## Iteration 5 lambda =  0.2446427 
## Iteration 6 lambda =  0.2444492 
## Iteration 7 lambda =  0.2444105 
## Iteration 8 lambda =  0.2444028 
## Iteration 9 lambda =  0.2444013 
## Iteration 10 lambda =  0.2444009 
## Iteration 11 lambda =  0.2444009 
## Iteration 1 lambda =  0.3463705 
## Iteration 2 lambda =  0.2156446 
## Iteration 3 lambda =  0.1894995 
## Iteration 4 lambda =  0.1842704 
## Iteration 5 lambda =  0.1832246 
## Iteration 6 lambda =  0.1830155 
## Iteration 7 lambda =  0.1829736 
## Iteration 8 lambda =  0.1829653 
## Iteration 9 lambda =  0.1829636 
## Iteration 10 lambda =  0.1829633 
## Iteration 11 lambda =  0.1829632 
## Iteration 1 lambda =  0.3801699 
## Iteration 2 lambda =  0.2562038 
## Iteration 3 lambda =  0.2314106 
## Iteration 4 lambda =  0.226452 
## Iteration 5 lambda =  0.2254603 
## Iteration 6 lambda =  0.2252619 
## Iteration 7 lambda =  0.2252222 
## Iteration 8 lambda =  0.2252143 
## Iteration 9 lambda =  0.2252127 
## Iteration 10 lambda =  0.2252124 
## Iteration 11 lambda =  0.2252123 
## Iteration 1 lambda =  0.3273666 
## Iteration 2 lambda =  0.1928399 
## Iteration 3 lambda =  0.1659346 
## Iteration 4 lambda =  0.1605535 
## Iteration 5 lambda =  0.1594773 
## Iteration 6 lambda =  0.159262 
## Iteration 7 lambda =  0.159219 
## Iteration 8 lambda =  0.1592104 
## Iteration 9 lambda =  0.1592087 
## Iteration 10 lambda =  0.1592083 
## Iteration 11 lambda =  0.1592083 
## Iteration 1 lambda =  0.3721041 
## Iteration 2 lambda =  0.2465249 
## Iteration 3 lambda =  0.221409 
## Iteration 4 lambda =  0.2163859 
## Iteration 5 lambda =  0.2153812 
## Iteration 6 lambda =  0.2151803 
## Iteration 7 lambda =  0.2151401 
## Iteration 8 lambda =  0.2151321 
## Iteration 9 lambda =  0.2151305 
## Iteration 10 lambda =  0.2151302 
## Iteration 11 lambda =  0.2151301 
## Iteration 1 lambda =  0.3387772 
## Iteration 2 lambda =  0.2065326 
## Iteration 3 lambda =  0.1800837 
## Iteration 4 lambda =  0.1747939 
## Iteration 5 lambda =  0.1737359 
## Iteration 6 lambda =  0.1735243 
## Iteration 7 lambda =  0.173482 
## Iteration 8 lambda =  0.1734736 
## Iteration 9 lambda =  0.1734719 
## Iteration 10 lambda =  0.1734715 
## Iteration 11 lambda =  0.1734715 
## Iteration 1 lambda =  0.3863006 
## Iteration 2 lambda =  0.2635607 
## Iteration 3 lambda =  0.2390127 
## Iteration 4 lambda =  0.2341031 
## Iteration 5 lambda =  0.2331212 
## Iteration 6 lambda =  0.2329248 
## Iteration 7 lambda =  0.2328855 
## Iteration 8 lambda =  0.2328777 
## Iteration 9 lambda =  0.2328761 
## Iteration 10 lambda =  0.2328758 
## Iteration 11 lambda =  0.2328757 
## Iteration 1 lambda =  0.3833165 
## Iteration 2 lambda =  0.2599798 
## Iteration 3 lambda =  0.2353125 
## Iteration 4 lambda =  0.230379 
## Iteration 5 lambda =  0.2293923 
## Iteration 6 lambda =  0.229195 
## Iteration 7 lambda =  0.2291555 
## Iteration 8 lambda =  0.2291476 
## Iteration 9 lambda =  0.2291461 
## Iteration 10 lambda =  0.2291457 
## Iteration 11 lambda =  0.2291457 
## Iteration 1 lambda =  0.3602575 
## Iteration 2 lambda =  0.232309 
## Iteration 3 lambda =  0.2067192 
## Iteration 4 lambda =  0.2016013 
## Iteration 5 lambda =  0.2005777 
## Iteration 6 lambda =  0.200373 
## Iteration 7 lambda =  0.2003321 
## Iteration 8 lambda =  0.2003239 
## Iteration 9 lambda =  0.2003222 
## Iteration 10 lambda =  0.2003219 
## Iteration 11 lambda =  0.2003218 
## Iteration 1 lambda =  0.4046786 
## Iteration 2 lambda =  0.2856143 
## Iteration 3 lambda =  0.2618014 
## Iteration 4 lambda =  0.2570389 
## Iteration 5 lambda =  0.2560863 
## Iteration 6 lambda =  0.2558958 
## Iteration 7 lambda =  0.2558577 
## Iteration 8 lambda =  0.2558501 
## Iteration 9 lambda =  0.2558486 
## Iteration 10 lambda =  0.2558483 
## Iteration 11 lambda =  0.2558482 
## Iteration 1 lambda =  0.344393 
## Iteration 2 lambda =  0.2132717 
## Iteration 3 lambda =  0.1870474 
## Iteration 4 lambda =  0.1818025 
## Iteration 5 lambda =  0.1807535 
## Iteration 6 lambda =  0.1805438 
## Iteration 7 lambda =  0.1805018 
## Iteration 8 lambda =  0.1804934 
## Iteration 9 lambda =  0.1804917 
## Iteration 10 lambda =  0.1804914 
## Iteration 11 lambda =  0.1804913 
## Iteration 1 lambda =  0.4017587 
## Iteration 2 lambda =  0.2821104 
## Iteration 3 lambda =  0.2581808 
## Iteration 4 lambda =  0.2533949 
## Iteration 5 lambda =  0.2524377 
## Iteration 6 lambda =  0.2522462 
## Iteration 7 lambda =  0.2522079 
## Iteration 8 lambda =  0.2522003 
## Iteration 9 lambda =  0.2521988 
## Iteration 10 lambda =  0.2521985 
## Iteration 11 lambda =  0.2521984 
## Iteration 1 lambda =  0.336507 
## Iteration 2 lambda =  0.2038084 
## Iteration 3 lambda =  0.1772687 
## Iteration 4 lambda =  0.1719607 
## Iteration 5 lambda =  0.1708991 
## Iteration 6 lambda =  0.1706868 
## Iteration 7 lambda =  0.1706443 
## Iteration 8 lambda =  0.1706359 
## Iteration 9 lambda =  0.1706342 
## Iteration 10 lambda =  0.1706338 
## Iteration 11 lambda =  0.1706337 
## Iteration 1 lambda =  0.3733771 
## Iteration 2 lambda =  0.2480525 
## Iteration 3 lambda =  0.2229876 
## Iteration 4 lambda =  0.2179746 
## Iteration 5 lambda =  0.216972 
## Iteration 6 lambda =  0.2167715 
## Iteration 7 lambda =  0.2167314 
## Iteration 8 lambda =  0.2167234 
## Iteration 9 lambda =  0.2167217 
## Iteration 10 lambda =  0.2167214 
## Iteration 11 lambda =  0.2167214 
## Iteration 1 lambda =  0.3927509 
## Iteration 2 lambda =  0.2713011 
## Iteration 3 lambda =  0.2470111 
## Iteration 4 lambda =  0.2421531 
## Iteration 5 lambda =  0.2411815 
## Iteration 6 lambda =  0.2409872 
## Iteration 7 lambda =  0.2409483 
## Iteration 8 lambda =  0.2409406 
## Iteration 9 lambda =  0.240939 
## Iteration 10 lambda =  0.2409387 
## Iteration 11 lambda =  0.2409386 
## Iteration 1 lambda =  0.331776 
## Iteration 2 lambda =  0.1981312 
## Iteration 3 lambda =  0.1714023 
## Iteration 4 lambda =  0.1660565 
## Iteration 5 lambda =  0.1649873 
## Iteration 6 lambda =  0.1647735 
## Iteration 7 lambda =  0.1647307 
## Iteration 8 lambda =  0.1647222 
## Iteration 9 lambda =  0.1647205 
## Iteration 10 lambda =  0.1647201 
## Iteration 11 lambda =  0.1647201 
## Iteration 1 lambda =  0.3669291 
## Iteration 2 lambda =  0.240315 
## Iteration 3 lambda =  0.2149921 
## Iteration 4 lambda =  0.2099276 
## Iteration 5 lambda =  0.2089147 
## Iteration 6 lambda =  0.2087121 
## Iteration 7 lambda =  0.2086716 
## Iteration 8 lambda =  0.2086635 
## Iteration 9 lambda =  0.2086618 
## Iteration 10 lambda =  0.2086615 
## Iteration 11 lambda =  0.2086614 
## Iteration 1 lambda =  0.3287296 
## Iteration 2 lambda =  0.1944755 
## Iteration 3 lambda =  0.1676247 
## Iteration 4 lambda =  0.1622545 
## Iteration 5 lambda =  0.1611805 
## Iteration 6 lambda =  0.1609657 
## Iteration 7 lambda =  0.1609227 
## Iteration 8 lambda =  0.1609141 
## Iteration 9 lambda =  0.1609124 
## Iteration 10 lambda =  0.1609121 
## Iteration 11 lambda =  0.160912 
## Iteration 1 lambda =  0.389718 
## Iteration 2 lambda =  0.2676616 
## Iteration 3 lambda =  0.2432503 
## Iteration 4 lambda =  0.2383681 
## Iteration 5 lambda =  0.2373916 
## Iteration 6 lambda =  0.2371963 
## Iteration 7 lambda =  0.2371573 
## Iteration 8 lambda =  0.2371495 
## Iteration 9 lambda =  0.2371479 
## Iteration 10 lambda =  0.2371476 
## Iteration 11 lambda =  0.2371475 
## Iteration 1 lambda =  0.3525949 
## Iteration 2 lambda =  0.2231139 
## Iteration 3 lambda =  0.1972177 
## Iteration 4 lambda =  0.1920385 
## Iteration 5 lambda =  0.1910026 
## Iteration 6 lambda =  0.1907954 
## Iteration 7 lambda =  0.190754 
## Iteration 8 lambda =  0.1907457 
## Iteration 9 lambda =  0.1907441 
## Iteration 10 lambda =  0.1907437 
## Iteration 11 lambda =  0.1907437 
## Iteration 1 lambda =  0.3599 
## Iteration 2 lambda =  0.2318799 
## Iteration 3 lambda =  0.2062759 
## Iteration 4 lambda =  0.2011551 
## Iteration 5 lambda =  0.200131 
## Iteration 6 lambda =  0.1999261 
## Iteration 7 lambda =  0.1998852 
## Iteration 8 lambda =  0.199877 
## Iteration 9 lambda =  0.1998754 
## Iteration 10 lambda =  0.199875 
## Iteration 11 lambda =  0.199875 
## Iteration 1 lambda =  0.3601233 
## Iteration 2 lambda =  0.2321479 
## Iteration 3 lambda =  0.2065529 
## Iteration 4 lambda =  0.2014339 
## Iteration 5 lambda =  0.2004101 
## Iteration 6 lambda =  0.2002053 
## Iteration 7 lambda =  0.2001643 
## Iteration 8 lambda =  0.2001562 
## Iteration 9 lambda =  0.2001545 
## Iteration 10 lambda =  0.2001542 
## Iteration 11 lambda =  0.2001541 
## Iteration 1 lambda =  0.3503777 
## Iteration 2 lambda =  0.2204532 
## Iteration 3 lambda =  0.1944683 
## Iteration 4 lambda =  0.1892713 
## Iteration 5 lambda =  0.1882319 
## Iteration 6 lambda =  0.1880241 
## Iteration 7 lambda =  0.1879825 
## Iteration 8 lambda =  0.1879742 
## Iteration 9 lambda =  0.1879725 
## Iteration 10 lambda =  0.1879722 
## Iteration 11 lambda =  0.1879721 
## Iteration 1 lambda =  0.347355 
## Iteration 2 lambda =  0.2168261 
## Iteration 3 lambda =  0.1907203 
## Iteration 4 lambda =  0.1854991 
## Iteration 5 lambda =  0.1844549 
## Iteration 6 lambda =  0.184246 
## Iteration 7 lambda =  0.1842042 
## Iteration 8 lambda =  0.1841959 
## Iteration 9 lambda =  0.1841942 
## Iteration 10 lambda =  0.1841939 
## Iteration 11 lambda =  0.1841938 
## Iteration 1 lambda =  0.3633724 
## Iteration 2 lambda =  0.2360469 
## Iteration 3 lambda =  0.2105818 
## Iteration 4 lambda =  0.2054888 
## Iteration 5 lambda =  0.2044702 
## Iteration 6 lambda =  0.2042664 
## Iteration 7 lambda =  0.2042257 
## Iteration 8 lambda =  0.2042175 
## Iteration 9 lambda =  0.2042159 
## Iteration 10 lambda =  0.2042156 
## Iteration 11 lambda =  0.2042155 
## Iteration 1 lambda =  0.3566796 
## Iteration 2 lambda =  0.2280156 
## Iteration 3 lambda =  0.2022827 
## Iteration 4 lambda =  0.1971362 
## Iteration 5 lambda =  0.1961069 
## Iteration 6 lambda =  0.195901 
## Iteration 7 lambda =  0.1958598 
## Iteration 8 lambda =  0.1958516 
## Iteration 9 lambda =  0.19585 
## Iteration 10 lambda =  0.1958496 
## Iteration 11 lambda =  0.1958496 
## Iteration 1 lambda =  0.3423732 
## Iteration 2 lambda =  0.2108479 
## Iteration 3 lambda =  0.1845428 
## Iteration 4 lambda =  0.1792818 
## Iteration 5 lambda =  0.1782296 
## Iteration 6 lambda =  0.1780192 
## Iteration 7 lambda =  0.1779771 
## Iteration 8 lambda =  0.1779686 
## Iteration 9 lambda =  0.177967 
## Iteration 10 lambda =  0.1779666 
## Iteration 11 lambda =  0.1779666 
## Iteration 1 lambda =  0.3894877 
## Iteration 2 lambda =  0.2673853 
## Iteration 3 lambda =  0.2429648 
## Iteration 4 lambda =  0.2380807 
## Iteration 5 lambda =  0.2371039 
## Iteration 6 lambda =  0.2369085 
## Iteration 7 lambda =  0.2368694 
## Iteration 8 lambda =  0.2368616 
## Iteration 9 lambda =  0.23686 
## Iteration 10 lambda =  0.2368597 
## Iteration 11 lambda =  0.2368597 
## Iteration 1 lambda =  0.3521562 
## Iteration 2 lambda =  0.2225874 
## Iteration 3 lambda =  0.1966736 
## Iteration 4 lambda =  0.1914909 
## Iteration 5 lambda =  0.1904543 
## Iteration 6 lambda =  0.190247 
## Iteration 7 lambda =  0.1902056 
## Iteration 8 lambda =  0.1901973 
## Iteration 9 lambda =  0.1901956 
## Iteration 10 lambda =  0.1901953 
## Iteration 11 lambda =  0.1901952 
## Iteration 1 lambda =  0.329595 
## Iteration 2 lambda =  0.195514 
## Iteration 3 lambda =  0.1686978 
## Iteration 4 lambda =  0.1633345 
## Iteration 5 lambda =  0.1622619 
## Iteration 6 lambda =  0.1620474 
## Iteration 7 lambda =  0.1620045 
## Iteration 8 lambda =  0.1619959 
## Iteration 9 lambda =  0.1619942 
## Iteration 10 lambda =  0.1619938 
## Iteration 11 lambda =  0.1619938 
## Iteration 1 lambda =  0.3871544 
## Iteration 2 lambda =  0.2645853 
## Iteration 3 lambda =  0.2400715 
## Iteration 4 lambda =  0.2351687 
## Iteration 5 lambda =  0.2341882 
## Iteration 6 lambda =  0.2339921 
## Iteration 7 lambda =  0.2339529 
## Iteration 8 lambda =  0.233945 
## Iteration 9 lambda =  0.2339434 
## Iteration 10 lambda =  0.2339431 
## Iteration 11 lambda =  0.2339431 
## Iteration 1 lambda =  0.3713529 
## Iteration 2 lambda =  0.2456235 
## Iteration 3 lambda =  0.2204776 
## Iteration 4 lambda =  0.2154484 
## Iteration 5 lambda =  0.2144426 
## Iteration 6 lambda =  0.2142414 
## Iteration 7 lambda =  0.2142012 
## Iteration 8 lambda =  0.2141931 
## Iteration 9 lambda =  0.2141915 
## Iteration 10 lambda =  0.2141912 
## Iteration 11 lambda =  0.2141911 
## Iteration 1 lambda =  0.355236 
## Iteration 2 lambda =  0.2262832 
## Iteration 3 lambda =  0.2004927 
## Iteration 4 lambda =  0.1953346 
## Iteration 5 lambda =  0.1943029 
## Iteration 6 lambda =  0.1940966 
## Iteration 7 lambda =  0.1940553 
## Iteration 8 lambda =  0.1940471 
## Iteration 9 lambda =  0.1940454 
## Iteration 10 lambda =  0.1940451 
## Iteration 11 lambda =  0.194045 
## Iteration 1 lambda =  0.3610511 
## Iteration 2 lambda =  0.2332613 
## Iteration 3 lambda =  0.2077033 
## Iteration 4 lambda =  0.2025917 
## Iteration 5 lambda =  0.2015694 
## Iteration 6 lambda =  0.2013649 
## Iteration 7 lambda =  0.2013241 
## Iteration 8 lambda =  0.2013159 
## Iteration 9 lambda =  0.2013142 
## Iteration 10 lambda =  0.2013139 
## Iteration 11 lambda =  0.2013138 
## Iteration 1 lambda =  0.3690474 
## Iteration 2 lambda =  0.2428569 
## Iteration 3 lambda =  0.2176188 
## Iteration 4 lambda =  0.2125712 
## Iteration 5 lambda =  0.2115617 
## Iteration 6 lambda =  0.2113598 
## Iteration 7 lambda =  0.2113194 
## Iteration 8 lambda =  0.2113113 
## Iteration 9 lambda =  0.2113097 
## Iteration 10 lambda =  0.2113094 
## Iteration 11 lambda =  0.2113093 
## Iteration 1 lambda =  0.3488351 
## Iteration 2 lambda =  0.2186021 
## Iteration 3 lambda =  0.1925555 
## Iteration 4 lambda =  0.1873462 
## Iteration 5 lambda =  0.1863043 
## Iteration 6 lambda =  0.186096 
## Iteration 7 lambda =  0.1860543 
## Iteration 8 lambda =  0.186046 
## Iteration 9 lambda =  0.1860443 
## Iteration 10 lambda =  0.186044 
## Iteration 11 lambda =  0.1860439 
## Iteration 1 lambda =  0.3944999 
## Iteration 2 lambda =  0.2733999 
## Iteration 3 lambda =  0.2491799 
## Iteration 4 lambda =  0.2443359 
## Iteration 5 lambda =  0.2433671 
## Iteration 6 lambda =  0.2431734 
## Iteration 7 lambda =  0.2431346 
## Iteration 8 lambda =  0.2431269 
## Iteration 9 lambda =  0.2431253 
## Iteration 10 lambda =  0.243125 
## Iteration 11 lambda =  0.2431249 
## Iteration 1 lambda =  0.3292545 
## Iteration 2 lambda =  0.1951054 
## Iteration 3 lambda =  0.1682756 
## Iteration 4 lambda =  0.1629097 
## Iteration 5 lambda =  0.1618365 
## Iteration 6 lambda =  0.1616218 
## Iteration 7 lambda =  0.1615789 
## Iteration 8 lambda =  0.1615703 
## Iteration 9 lambda =  0.1615686 
## Iteration 10 lambda =  0.1615683 
## Iteration 11 lambda =  0.1615682 
## Iteration 1 lambda =  0.3622589 
## Iteration 2 lambda =  0.2347107 
## Iteration 3 lambda =  0.2092011 
## Iteration 4 lambda =  0.2040991 
## Iteration 5 lambda =  0.2030787 
## Iteration 6 lambda =  0.2028747 
## Iteration 7 lambda =  0.2028339 
## Iteration 8 lambda =  0.2028257 
## Iteration 9 lambda =  0.2028241 
## Iteration 10 lambda =  0.2028237 
## Iteration 11 lambda =  0.2028237 
## Iteration 1 lambda =  0.3822878 
## Iteration 2 lambda =  0.2587454 
## Iteration 3 lambda =  0.2340369 
## Iteration 4 lambda =  0.2290952 
## Iteration 5 lambda =  0.2281068 
## Iteration 6 lambda =  0.2279092 
## Iteration 7 lambda =  0.2278696 
## Iteration 8 lambda =  0.2278617 
## Iteration 9 lambda =  0.2278602 
## Iteration 10 lambda =  0.2278598 
## Iteration 11 lambda =  0.2278598 
## Iteration 1 lambda =  0.3546254 
## Iteration 2 lambda =  0.2255505 
## Iteration 3 lambda =  0.1997355 
## Iteration 4 lambda =  0.1945725 
## Iteration 5 lambda =  0.1935399 
## Iteration 6 lambda =  0.1933334 
## Iteration 7 lambda =  0.1932921 
## Iteration 8 lambda =  0.1932838 
## Iteration 9 lambda =  0.1932821 
## Iteration 10 lambda =  0.1932818 
## Iteration 11 lambda =  0.1932818 
## Iteration 1 lambda =  0.3091506 
## Iteration 2 lambda =  0.1709807 
## Iteration 3 lambda =  0.1433467 
## Iteration 4 lambda =  0.1378199 
## Iteration 5 lambda =  0.1367145 
## Iteration 6 lambda =  0.1364935 
## Iteration 7 lambda =  0.1364492 
## Iteration 8 lambda =  0.1364404 
## Iteration 9 lambda =  0.1364386 
## Iteration 10 lambda =  0.1364383 
## Iteration 11 lambda =  0.1364382 
## Iteration 1 lambda =  0.3543101 
## Iteration 2 lambda =  0.2251721 
## Iteration 3 lambda =  0.1993445 
## Iteration 4 lambda =  0.194179 
## Iteration 5 lambda =  0.1931459 
## Iteration 6 lambda =  0.1929392 
## Iteration 7 lambda =  0.1928979 
## Iteration 8 lambda =  0.1928897 
## Iteration 9 lambda =  0.192888 
## Iteration 10 lambda =  0.1928877 
## Iteration 11 lambda =  0.1928876 
## Iteration 1 lambda =  0.3751729 
## Iteration 2 lambda =  0.2502075 
## Iteration 3 lambda =  0.2252145 
## Iteration 4 lambda =  0.2202158 
## Iteration 5 lambda =  0.2192161 
## Iteration 6 lambda =  0.2190162 
## Iteration 7 lambda =  0.2189762 
## Iteration 8 lambda =  0.2189682 
## Iteration 9 lambda =  0.2189666 
## Iteration 10 lambda =  0.2189663 
## Iteration 11 lambda =  0.2189662 
## Iteration 1 lambda =  0.3380182 
## Iteration 2 lambda =  0.2056218 
## Iteration 3 lambda =  0.1791425 
## Iteration 4 lambda =  0.1738467 
## Iteration 5 lambda =  0.1727875 
## Iteration 6 lambda =  0.1725757 
## Iteration 7 lambda =  0.1725333 
## Iteration 8 lambda =  0.1725248 
## Iteration 9 lambda =  0.1725231 
## Iteration 10 lambda =  0.1725228 
## Iteration 11 lambda =  0.1725227 
## Iteration 1 lambda =  0.3339128 
## Iteration 2 lambda =  0.2006953 
## Iteration 3 lambda =  0.1740518 
## Iteration 4 lambda =  0.1687231 
## Iteration 5 lambda =  0.1676574 
## Iteration 6 lambda =  0.1674443 
## Iteration 7 lambda =  0.1674016 
## Iteration 8 lambda =  0.1673931 
## Iteration 9 lambda =  0.1673914 
## Iteration 10 lambda =  0.167391 
## Iteration 11 lambda =  0.167391 
## Iteration 1 lambda =  0.354938 
## Iteration 2 lambda =  0.2259256 
## Iteration 3 lambda =  0.2001231 
## Iteration 4 lambda =  0.1949626 
## Iteration 5 lambda =  0.1939305 
## Iteration 6 lambda =  0.1937241 
## Iteration 7 lambda =  0.1936828 
## Iteration 8 lambda =  0.1936745 
## Iteration 9 lambda =  0.1936729 
## Iteration 10 lambda =  0.1936725 
## Iteration 11 lambda =  0.1936725 
## Iteration 1 lambda =  0.3603748 
## Iteration 2 lambda =  0.2324498 
## Iteration 3 lambda =  0.2068648 
## Iteration 4 lambda =  0.2017478 
## Iteration 5 lambda =  0.2007244 
## Iteration 6 lambda =  0.2005197 
## Iteration 7 lambda =  0.2004788 
## Iteration 8 lambda =  0.2004706 
## Iteration 9 lambda =  0.200469 
## Iteration 10 lambda =  0.2004686 
## Iteration 11 lambda =  0.2004686 
## Iteration 1 lambda =  0.3692808 
## Iteration 2 lambda =  0.2431369 
## Iteration 3 lambda =  0.2179081 
## Iteration 4 lambda =  0.2128624 
## Iteration 5 lambda =  0.2118532 
## Iteration 6 lambda =  0.2116514 
## Iteration 7 lambda =  0.211611 
## Iteration 8 lambda =  0.211603 
## Iteration 9 lambda =  0.2116013 
## Iteration 10 lambda =  0.211601 
## Iteration 11 lambda =  0.211601 
## Iteration 1 lambda =  0.3148172 
## Iteration 2 lambda =  0.1777807 
## Iteration 3 lambda =  0.1503733 
## Iteration 4 lambda =  0.1448919 
## Iteration 5 lambda =  0.1437956 
## Iteration 6 lambda =  0.1435763 
## Iteration 7 lambda =  0.1435325 
## Iteration 8 lambda =  0.1435237 
## Iteration 9 lambda =  0.143522 
## Iteration 10 lambda =  0.1435216 
## Iteration 11 lambda =  0.1435215 
## Iteration 1 lambda =  0.3363026 
## Iteration 2 lambda =  0.2035631 
## Iteration 3 lambda =  0.1770152 
## Iteration 4 lambda =  0.1717057 
## Iteration 5 lambda =  0.1706438 
## Iteration 6 lambda =  0.1704314 
## Iteration 7 lambda =  0.1703889 
## Iteration 8 lambda =  0.1703804 
## Iteration 9 lambda =  0.1703787 
## Iteration 10 lambda =  0.1703784 
## Iteration 11 lambda =  0.1703783 
## Iteration 1 lambda =  0.3576522 
## Iteration 2 lambda =  0.2291827 
## Iteration 3 lambda =  0.2034888 
## Iteration 4 lambda =  0.19835 
## Iteration 5 lambda =  0.1973222 
## Iteration 6 lambda =  0.1971167 
## Iteration 7 lambda =  0.1970756 
## Iteration 8 lambda =  0.1970674 
## Iteration 9 lambda =  0.1970657 
## Iteration 10 lambda =  0.1970654 
## Iteration 11 lambda =  0.1970653 
## Iteration 1 lambda =  0.3408866 
## Iteration 2 lambda =  0.2090639 
## Iteration 3 lambda =  0.1826993 
## Iteration 4 lambda =  0.1774264 
## Iteration 5 lambda =  0.1763718 
## Iteration 6 lambda =  0.1761609 
## Iteration 7 lambda =  0.1761187 
## Iteration 8 lambda =  0.1761103 
## Iteration 9 lambda =  0.1761086 
## Iteration 10 lambda =  0.1761083 
## Iteration 11 lambda =  0.1761082 
## Iteration 1 lambda =  0.358332 
## Iteration 2 lambda =  0.2299984 
## Iteration 3 lambda =  0.2043316 
## Iteration 4 lambda =  0.1991983 
## Iteration 5 lambda =  0.1981716 
## Iteration 6 lambda =  0.1979663 
## Iteration 7 lambda =  0.1979252 
## Iteration 8 lambda =  0.197917 
## Iteration 9 lambda =  0.1979154 
## Iteration 10 lambda =  0.197915 
## Iteration 11 lambda =  0.197915 
## Iteration 1 lambda =  0.3501471 
## Iteration 2 lambda =  0.2201766 
## Iteration 3 lambda =  0.1941825 
## Iteration 4 lambda =  0.1889836 
## Iteration 5 lambda =  0.1879439 
## Iteration 6 lambda =  0.1877359 
## Iteration 7 lambda =  0.1876943 
## Iteration 8 lambda =  0.187686 
## Iteration 9 lambda =  0.1876843 
## Iteration 10 lambda =  0.187684 
## Iteration 11 lambda =  0.1876839 
## Iteration 1 lambda =  0.377726 
## Iteration 2 lambda =  0.2532712 
## Iteration 3 lambda =  0.2283802 
## Iteration 4 lambda =  0.223402 
## Iteration 5 lambda =  0.2224064 
## Iteration 6 lambda =  0.2222073 
## Iteration 7 lambda =  0.2221675 
## Iteration 8 lambda =  0.2221595 
## Iteration 9 lambda =  0.2221579 
## Iteration 10 lambda =  0.2221576 
## Iteration 11 lambda =  0.2221575 
## Iteration 1 lambda =  0.339693 
## Iteration 2 lambda =  0.2076316 
## Iteration 3 lambda =  0.1812193 
## Iteration 4 lambda =  0.1759369 
## Iteration 5 lambda =  0.1748804 
## Iteration 6 lambda =  0.1746691 
## Iteration 7 lambda =  0.1746268 
## Iteration 8 lambda =  0.1746184 
## Iteration 9 lambda =  0.1746167 
## Iteration 10 lambda =  0.1746163 
## Iteration 11 lambda =  0.1746163 
## Iteration 1 lambda =  0.3804157 
## Iteration 2 lambda =  0.2564988 
## Iteration 3 lambda =  0.2317155 
## Iteration 4 lambda =  0.2267588 
## Iteration 5 lambda =  0.2257675 
## Iteration 6 lambda =  0.2255692 
## Iteration 7 lambda =  0.2255295 
## Iteration 8 lambda =  0.2255216 
## Iteration 9 lambda =  0.22552 
## Iteration 10 lambda =  0.2255197 
## Iteration 11 lambda =  0.2255196 
## Iteration 1 lambda =  0.3889411 
## Iteration 2 lambda =  0.2667293 
## Iteration 3 lambda =  0.2422869 
## Iteration 4 lambda =  0.2373985 
## Iteration 5 lambda =  0.2364208 
## Iteration 6 lambda =  0.2362252 
## Iteration 7 lambda =  0.2361861 
## Iteration 8 lambda =  0.2361783 
## Iteration 9 lambda =  0.2361767 
## Iteration 10 lambda =  0.2361764 
## Iteration 11 lambda =  0.2361764 
## Iteration 1 lambda =  0.3794941 
## Iteration 2 lambda =  0.2553929 
## Iteration 3 lambda =  0.2305726 
## Iteration 4 lambda =  0.2256086 
## Iteration 5 lambda =  0.2246158 
## Iteration 6 lambda =  0.2244172 
## Iteration 7 lambda =  0.2243775 
## Iteration 8 lambda =  0.2243696 
## Iteration 9 lambda =  0.224368 
## Iteration 10 lambda =  0.2243677 
## Iteration 11 lambda =  0.2243676 
## Iteration 1 lambda =  0.4021006 
## Iteration 2 lambda =  0.2825207 
## Iteration 3 lambda =  0.2586047 
## Iteration 4 lambda =  0.2538215 
## Iteration 5 lambda =  0.2528649 
## Iteration 6 lambda =  0.2526736 
## Iteration 7 lambda =  0.2526353 
## Iteration 8 lambda =  0.2526277 
## Iteration 9 lambda =  0.2526261 
## Iteration 10 lambda =  0.2526258 
## Iteration 11 lambda =  0.2526258 
## Iteration 1 lambda =  0.3503629 
## Iteration 2 lambda =  0.2204355 
## Iteration 3 lambda =  0.19445 
## Iteration 4 lambda =  0.1892529 
## Iteration 5 lambda =  0.1882135 
## Iteration 6 lambda =  0.1880056 
## Iteration 7 lambda =  0.187964 
## Iteration 8 lambda =  0.1879557 
## Iteration 9 lambda =  0.1879541 
## Iteration 10 lambda =  0.1879537 
## Iteration 11 lambda =  0.1879537 
## Iteration 1 lambda =  0.3662096 
## Iteration 2 lambda =  0.2394515 
## Iteration 3 lambda =  0.2140999 
## Iteration 4 lambda =  0.2090295 
## Iteration 5 lambda =  0.2080155 
## Iteration 6 lambda =  0.2078127 
## Iteration 7 lambda =  0.2077721 
## Iteration 8 lambda =  0.207764 
## Iteration 9 lambda =  0.2077624 
## Iteration 10 lambda =  0.207762 
## Iteration 11 lambda =  0.207762 
## Iteration 1 lambda =  0.3796679 
## Iteration 2 lambda =  0.2556015 
## Iteration 3 lambda =  0.2307882 
## Iteration 4 lambda =  0.2258256 
## Iteration 5 lambda =  0.224833 
## Iteration 6 lambda =  0.2246345 
## Iteration 7 lambda =  0.2245948 
## Iteration 8 lambda =  0.2245869 
## Iteration 9 lambda =  0.2245853 
## Iteration 10 lambda =  0.224585 
## Iteration 11 lambda =  0.2245849 
## Iteration 1 lambda =  0.3539506 
## Iteration 2 lambda =  0.2247407 
## Iteration 3 lambda =  0.1988987 
## Iteration 4 lambda =  0.1937303 
## Iteration 5 lambda =  0.1926967 
## Iteration 6 lambda =  0.1924899 
## Iteration 7 lambda =  0.1924486 
## Iteration 8 lambda =  0.1924403 
## Iteration 9 lambda =  0.1924387 
## Iteration 10 lambda =  0.1924383 
## Iteration 11 lambda =  0.1924383 
## Iteration 1 lambda =  0.3754511 
## Iteration 2 lambda =  0.2505413 
## Iteration 3 lambda =  0.2255593 
## Iteration 4 lambda =  0.2205629 
## Iteration 5 lambda =  0.2195636 
## Iteration 6 lambda =  0.2193638 
## Iteration 7 lambda =  0.2193238 
## Iteration 8 lambda =  0.2193158 
## Iteration 9 lambda =  0.2193142 
## Iteration 10 lambda =  0.2193139 
## Iteration 11 lambda =  0.2193138 
## Iteration 1 lambda =  0.329263 
## Iteration 2 lambda =  0.1951156 
## Iteration 3 lambda =  0.1682861 
## Iteration 4 lambda =  0.1629202 
## Iteration 5 lambda =  0.161847 
## Iteration 6 lambda =  0.1616324 
## Iteration 7 lambda =  0.1615895 
## Iteration 8 lambda =  0.1615809 
## Iteration 9 lambda =  0.1615792 
## Iteration 10 lambda =  0.1615788 
## Iteration 11 lambda =  0.1615787 
## Iteration 1 lambda =  0.3807317 
## Iteration 2 lambda =  0.2568781 
## Iteration 3 lambda =  0.2321074 
## Iteration 4 lambda =  0.2271532 
## Iteration 5 lambda =  0.2261624 
## Iteration 6 lambda =  0.2259642 
## Iteration 7 lambda =  0.2259246 
## Iteration 8 lambda =  0.2259167 
## Iteration 9 lambda =  0.2259151 
## Iteration 10 lambda =  0.2259148 
## Iteration 11 lambda =  0.2259147 
## Iteration 1 lambda =  0.3638835 
## Iteration 2 lambda =  0.2366602 
## Iteration 3 lambda =  0.2112156 
## Iteration 4 lambda =  0.2061266 
## Iteration 5 lambda =  0.2051089 
## Iteration 6 lambda =  0.2049053 
## Iteration 7 lambda =  0.2048646 
## Iteration 8 lambda =  0.2048564 
## Iteration 9 lambda =  0.2048548 
## Iteration 10 lambda =  0.2048545 
## Iteration 11 lambda =  0.2048544 
## Iteration 1 lambda =  0.3301959 
## Iteration 2 lambda =  0.1962351 
## Iteration 3 lambda =  0.169443 
## Iteration 4 lambda =  0.1640845 
## Iteration 5 lambda =  0.1630129 
## Iteration 6 lambda =  0.1627985 
## Iteration 7 lambda =  0.1627556 
## Iteration 8 lambda =  0.1627471 
## Iteration 9 lambda =  0.1627454 
## Iteration 10 lambda =  0.162745 
## Iteration 11 lambda =  0.1627449 
## Iteration 1 lambda =  0.3488256 
## Iteration 2 lambda =  0.2185907 
## Iteration 3 lambda =  0.1925437 
## Iteration 4 lambda =  0.1873343 
## Iteration 5 lambda =  0.1862925 
## Iteration 6 lambda =  0.1860841 
## Iteration 7 lambda =  0.1860424 
## Iteration 8 lambda =  0.1860341 
## Iteration 9 lambda =  0.1860324 
## Iteration 10 lambda =  0.1860321 
## Iteration 11 lambda =  0.186032 
## Iteration 1 lambda =  0.3140268 
## Iteration 2 lambda =  0.1768322 
## Iteration 3 lambda =  0.1493932 
## Iteration 4 lambda =  0.1439054 
## Iteration 5 lambda =  0.1428079 
## Iteration 6 lambda =  0.1425884 
## Iteration 7 lambda =  0.1425445 
## Iteration 8 lambda =  0.1425357 
## Iteration 9 lambda =  0.1425339 
## Iteration 10 lambda =  0.1425336 
## Iteration 11 lambda =  0.1425335 
## Iteration 1 lambda =  0.3444765 
## Iteration 2 lambda =  0.2133717 
## Iteration 3 lambda =  0.1871508 
## Iteration 4 lambda =  0.1819066 
## Iteration 5 lambda =  0.1808578 
## Iteration 6 lambda =  0.180648 
## Iteration 7 lambda =  0.1806061 
## Iteration 8 lambda =  0.1805977 
## Iteration 9 lambda =  0.180596 
## Iteration 10 lambda =  0.1805957 
## Iteration 11 lambda =  0.1805956 
## Iteration 1 lambda =  0.3729686 
## Iteration 2 lambda =  0.2475624 
## Iteration 3 lambda =  0.2224811 
## Iteration 4 lambda =  0.2174649 
## Iteration 5 lambda =  0.2164616 
## Iteration 6 lambda =  0.216261 
## Iteration 7 lambda =  0.2162208 
## Iteration 8 lambda =  0.2162128 
## Iteration 9 lambda =  0.2162112 
## Iteration 10 lambda =  0.2162109 
## Iteration 11 lambda =  0.2162108 
## Iteration 1 lambda =  0.3647181 
## Iteration 2 lambda =  0.2376618 
## Iteration 3 lambda =  0.2122505 
## Iteration 4 lambda =  0.2071682 
## Iteration 5 lambda =  0.2061518 
## Iteration 6 lambda =  0.2059485 
## Iteration 7 lambda =  0.2059078 
## Iteration 8 lambda =  0.2058997 
## Iteration 9 lambda =  0.2058981 
## Iteration 10 lambda =  0.2058977 
## Iteration 11 lambda =  0.2058977 
## Iteration 1 lambda =  0.3452562 
## Iteration 2 lambda =  0.2143074 
## Iteration 3 lambda =  0.1881177 
## Iteration 4 lambda =  0.1828797 
## Iteration 5 lambda =  0.1818321 
## Iteration 6 lambda =  0.1816226 
## Iteration 7 lambda =  0.1815807 
## Iteration 8 lambda =  0.1815723 
## Iteration 9 lambda =  0.1815706 
## Iteration 10 lambda =  0.1815703 
## Iteration 11 lambda =  0.1815702 
## Iteration 1 lambda =  0.3306734 
## Iteration 2 lambda =  0.1968081 
## Iteration 3 lambda =  0.170035 
## Iteration 4 lambda =  0.1646804 
## Iteration 5 lambda =  0.1636095 
## Iteration 6 lambda =  0.1633953 
## Iteration 7 lambda =  0.1633524 
## Iteration 8 lambda =  0.1633439 
## Iteration 9 lambda =  0.1633422 
## Iteration 10 lambda =  0.1633418 
## Iteration 11 lambda =  0.1633417 
## Iteration 1 lambda =  0.3258337 
## Iteration 2 lambda =  0.1910004 
## Iteration 3 lambda =  0.1640338 
## Iteration 4 lambda =  0.1586405 
## Iteration 5 lambda =  0.1575618 
## Iteration 6 lambda =  0.1573461 
## Iteration 7 lambda =  0.1573029 
## Iteration 8 lambda =  0.1572943 
## Iteration 9 lambda =  0.1572926 
## Iteration 10 lambda =  0.1572922 
## Iteration 11 lambda =  0.1572921 
## Iteration 1 lambda =  0.3749964 
## Iteration 2 lambda =  0.2499957 
## Iteration 3 lambda =  0.2249955 
## Iteration 4 lambda =  0.2199955 
## Iteration 5 lambda =  0.2189955 
## Iteration 6 lambda =  0.2187955 
## Iteration 7 lambda =  0.2187555 
## Iteration 8 lambda =  0.2187475 
## Iteration 9 lambda =  0.2187459 
## Iteration 10 lambda =  0.2187456 
## Iteration 11 lambda =  0.2187455 
## Iteration 1 lambda =  0.3982774 
## Iteration 2 lambda =  0.2779329 
## Iteration 3 lambda =  0.253864 
## Iteration 4 lambda =  0.2490502 
## Iteration 5 lambda =  0.2480874 
## Iteration 6 lambda =  0.2478949 
## Iteration 7 lambda =  0.2478564 
## Iteration 8 lambda =  0.2478487 
## Iteration 9 lambda =  0.2478471 
## Iteration 10 lambda =  0.2478468 
## Iteration 11 lambda =  0.2478468 
## Iteration 1 lambda =  0.3844162 
## Iteration 2 lambda =  0.2612995 
## Iteration 3 lambda =  0.2366761 
## Iteration 4 lambda =  0.2317515 
## Iteration 5 lambda =  0.2307665 
## Iteration 6 lambda =  0.2305695 
## Iteration 7 lambda =  0.2305301 
## Iteration 8 lambda =  0.2305223 
## Iteration 9 lambda =  0.2305207 
## Iteration 10 lambda =  0.2305204 
## Iteration 11 lambda =  0.2305203 
## Iteration 1 lambda =  0.4112692 
## Iteration 2 lambda =  0.293523 
## Iteration 3 lambda =  0.2699738 
## Iteration 4 lambda =  0.2652639 
## Iteration 5 lambda =  0.2643219 
## Iteration 6 lambda =  0.2641335 
## Iteration 7 lambda =  0.2640959 
## Iteration 8 lambda =  0.2640883 
## Iteration 9 lambda =  0.2640868 
## Iteration 10 lambda =  0.2640865 
## Iteration 11 lambda =  0.2640865 
## Iteration 1 lambda =  0.3843532 
## Iteration 2 lambda =  0.2612238 
## Iteration 3 lambda =  0.2365979 
## Iteration 4 lambda =  0.2316728 
## Iteration 5 lambda =  0.2306877 
## Iteration 6 lambda =  0.2304907 
## Iteration 7 lambda =  0.2304513 
## Iteration 8 lambda =  0.2304434 
## Iteration 9 lambda =  0.2304419 
## Iteration 10 lambda =  0.2304416 
## Iteration 11 lambda =  0.2304415 
## Iteration 1 lambda =  0.3849981 
## Iteration 2 lambda =  0.2619977 
## Iteration 3 lambda =  0.2373976 
## Iteration 4 lambda =  0.2324776 
## Iteration 5 lambda =  0.2314936 
## Iteration 6 lambda =  0.2312968 
## Iteration 7 lambda =  0.2312575 
## Iteration 8 lambda =  0.2312496 
## Iteration 9 lambda =  0.231248 
## Iteration 10 lambda =  0.2312477 
## Iteration 11 lambda =  0.2312476 
## Iteration 1 lambda =  0.3071087 
## Iteration 2 lambda =  0.1685305 
## Iteration 3 lambda =  0.1408148 
## Iteration 4 lambda =  0.1352717 
## Iteration 5 lambda =  0.134163 
## Iteration 6 lambda =  0.1339413 
## Iteration 7 lambda =  0.133897 
## Iteration 8 lambda =  0.1338881 
## Iteration 9 lambda =  0.1338863 
## Iteration 10 lambda =  0.133886 
## Iteration 11 lambda =  0.1338859 
## Iteration 1 lambda =  0.3405662 
## Iteration 2 lambda =  0.2086794 
## Iteration 3 lambda =  0.1823021 
## Iteration 4 lambda =  0.1770266 
## Iteration 5 lambda =  0.1759715 
## Iteration 6 lambda =  0.1757605 
## Iteration 7 lambda =  0.1757183 
## Iteration 8 lambda =  0.1757099 
## Iteration 9 lambda =  0.1757082 
## Iteration 10 lambda =  0.1757078 
## Iteration 11 lambda =  0.1757078 
## Iteration 1 lambda =  0.3519989 
## Iteration 2 lambda =  0.2223987 
## Iteration 3 lambda =  0.1964787 
## Iteration 4 lambda =  0.1912947 
## Iteration 5 lambda =  0.1902579 
## Iteration 6 lambda =  0.1900505 
## Iteration 7 lambda =  0.190009 
## Iteration 8 lambda =  0.1900007 
## Iteration 9 lambda =  0.1899991 
## Iteration 10 lambda =  0.1899987 
## Iteration 11 lambda =  0.1899987 
## Iteration 1 lambda =  0.4186115 
## Iteration 2 lambda =  0.3023338 
## Iteration 3 lambda =  0.2790782 
## Iteration 4 lambda =  0.2744271 
## Iteration 5 lambda =  0.2734969 
## Iteration 6 lambda =  0.2733108 
## Iteration 7 lambda =  0.2732736 
## Iteration 8 lambda =  0.2732662 
## Iteration 9 lambda =  0.2732647 
## Iteration 10 lambda =  0.2732644 
## Iteration 11 lambda =  0.2732643 
## Iteration 1 lambda =  0.3428187 
## Iteration 2 lambda =  0.2113824 
## Iteration 3 lambda =  0.1850952 
## Iteration 4 lambda =  0.1798377 
## Iteration 5 lambda =  0.1787862 
## Iteration 6 lambda =  0.1785759 
## Iteration 7 lambda =  0.1785339 
## Iteration 8 lambda =  0.1785255 
## Iteration 9 lambda =  0.1785238 
## Iteration 10 lambda =  0.1785235 
## Iteration 11 lambda =  0.1785234 
## Iteration 1 lambda =  0.3307614 
## Iteration 2 lambda =  0.1969137 
## Iteration 3 lambda =  0.1701441 
## Iteration 4 lambda =  0.1647902 
## Iteration 5 lambda =  0.1637195 
## Iteration 6 lambda =  0.1635053 
## Iteration 7 lambda =  0.1634625 
## Iteration 8 lambda =  0.1634539 
## Iteration 9 lambda =  0.1634522 
## Iteration 10 lambda =  0.1634518 
## Iteration 11 lambda =  0.1634518 
## Iteration 1 lambda =  0.357526 
## Iteration 2 lambda =  0.2290312 
## Iteration 3 lambda =  0.2033322 
## Iteration 4 lambda =  0.1981924 
## Iteration 5 lambda =  0.1971645 
## Iteration 6 lambda =  0.1969589 
## Iteration 7 lambda =  0.1969178 
## Iteration 8 lambda =  0.1969095 
## Iteration 9 lambda =  0.1969079 
## Iteration 10 lambda =  0.1969076 
## Iteration 11 lambda =  0.1969075 
## Iteration 1 lambda =  0.3497549 
## Iteration 2 lambda =  0.2197059 
## Iteration 3 lambda =  0.1936961 
## Iteration 4 lambda =  0.1884942 
## Iteration 5 lambda =  0.1874538 
## Iteration 6 lambda =  0.1872457 
## Iteration 7 lambda =  0.1872041 
## Iteration 8 lambda =  0.1871957 
## Iteration 9 lambda =  0.1871941 
## Iteration 10 lambda =  0.1871938 
## Iteration 11 lambda =  0.1871937 
## Iteration 1 lambda =  0.3310322 
## Iteration 2 lambda =  0.1972386 
## Iteration 3 lambda =  0.1704799 
## Iteration 4 lambda =  0.1651282 
## Iteration 5 lambda =  0.1640578 
## Iteration 6 lambda =  0.1638437 
## Iteration 7 lambda =  0.1638009 
## Iteration 8 lambda =  0.1637924 
## Iteration 9 lambda =  0.1637906 
## Iteration 10 lambda =  0.1637903 
## Iteration 11 lambda =  0.1637902 
## Iteration 1 lambda =  0.3843334 
## Iteration 2 lambda =  0.2612001 
## Iteration 3 lambda =  0.2365734 
## Iteration 4 lambda =  0.2316481 
## Iteration 5 lambda =  0.230663 
## Iteration 6 lambda =  0.230466 
## Iteration 7 lambda =  0.2304266 
## Iteration 8 lambda =  0.2304187 
## Iteration 9 lambda =  0.2304171 
## Iteration 10 lambda =  0.2304168 
## Iteration 11 lambda =  0.2304168 
## Iteration 1 lambda =  0.3659555 
## Iteration 2 lambda =  0.2391466 
## Iteration 3 lambda =  0.2137848 
## Iteration 4 lambda =  0.2087124 
## Iteration 5 lambda =  0.207698 
## Iteration 6 lambda =  0.2074951 
## Iteration 7 lambda =  0.2074545 
## Iteration 8 lambda =  0.2074464 
## Iteration 9 lambda =  0.2074447 
## Iteration 10 lambda =  0.2074444 
## Iteration 11 lambda =  0.2074444 
## Iteration 1 lambda =  0.3648859 
## Iteration 2 lambda =  0.237863 
## Iteration 3 lambda =  0.2124585 
## Iteration 4 lambda =  0.2073776 
## Iteration 5 lambda =  0.2063614 
## Iteration 6 lambda =  0.2061581 
## Iteration 7 lambda =  0.2061175 
## Iteration 8 lambda =  0.2061094 
## Iteration 9 lambda =  0.2061077 
## Iteration 10 lambda =  0.2061074 
## Iteration 11 lambda =  0.2061073 
## Iteration 1 lambda =  0.3500202 
## Iteration 2 lambda =  0.2200243 
## Iteration 3 lambda =  0.1940251 
## Iteration 4 lambda =  0.1888252 
## Iteration 5 lambda =  0.1877853 
## Iteration 6 lambda =  0.1875773 
## Iteration 7 lambda =  0.1875357 
## Iteration 8 lambda =  0.1875274 
## Iteration 9 lambda =  0.1875257 
## Iteration 10 lambda =  0.1875254 
## Iteration 11 lambda =  0.1875253 
## Iteration 1 lambda =  0.3705956 
## Iteration 2 lambda =  0.2447147 
## Iteration 3 lambda =  0.2195385 
## Iteration 4 lambda =  0.2145033 
## Iteration 5 lambda =  0.2134962 
## Iteration 6 lambda =  0.2132948 
## Iteration 7 lambda =  0.2132545 
## Iteration 8 lambda =  0.2132465 
## Iteration 9 lambda =  0.2132449 
## Iteration 10 lambda =  0.2132445 
## Iteration 11 lambda =  0.2132445 
## Iteration 1 lambda =  0.3783467 
## Iteration 2 lambda =  0.2540161 
## Iteration 3 lambda =  0.22915 
## Iteration 4 lambda =  0.2241767 
## Iteration 5 lambda =  0.2231821 
## Iteration 6 lambda =  0.2229832 
## Iteration 7 lambda =  0.2229434 
## Iteration 8 lambda =  0.2229354 
## Iteration 9 lambda =  0.2229338 
## Iteration 10 lambda =  0.2229335 
## Iteration 11 lambda =  0.2229334 
## Iteration 1 lambda =  0.3550596 
## Iteration 2 lambda =  0.2260715 
## Iteration 3 lambda =  0.2002739 
## Iteration 4 lambda =  0.1951143 
## Iteration 5 lambda =  0.1940824 
## Iteration 6 lambda =  0.1938761 
## Iteration 7 lambda =  0.1938348 
## Iteration 8 lambda =  0.1938265 
## Iteration 9 lambda =  0.1938249 
## Iteration 10 lambda =  0.1938245 
## Iteration 11 lambda =  0.1938245 
## Iteration 1 lambda =  0.3481426 
## Iteration 2 lambda =  0.2177711 
## Iteration 3 lambda =  0.1916968 
## Iteration 4 lambda =  0.1864819 
## Iteration 5 lambda =  0.185439 
## Iteration 6 lambda =  0.1852304 
## Iteration 7 lambda =  0.1851886 
## Iteration 8 lambda =  0.1851803 
## Iteration 9 lambda =  0.1851786 
## Iteration 10 lambda =  0.1851783 
## Iteration 11 lambda =  0.1851782 
## Iteration 1 lambda =  0.3455283 
## Iteration 2 lambda =  0.2146339 
## Iteration 3 lambda =  0.1884551 
## Iteration 4 lambda =  0.1832193 
## Iteration 5 lambda =  0.1821721 
## Iteration 6 lambda =  0.1819627 
## Iteration 7 lambda =  0.1819208 
## Iteration 8 lambda =  0.1819124 
## Iteration 9 lambda =  0.1819108 
## Iteration 10 lambda =  0.1819104 
## Iteration 11 lambda =  0.1819104 
## Iteration 1 lambda =  0.3597321 
## Iteration 2 lambda =  0.2316785 
## Iteration 3 lambda =  0.2060678 
## Iteration 4 lambda =  0.2009456 
## Iteration 5 lambda =  0.1999212 
## Iteration 6 lambda =  0.1997163 
## Iteration 7 lambda =  0.1996753 
## Iteration 8 lambda =  0.1996671 
## Iteration 9 lambda =  0.1996655 
## Iteration 10 lambda =  0.1996652 
## Iteration 11 lambda =  0.1996651 
## Iteration 1 lambda =  0.3615084 
## Iteration 2 lambda =  0.2338101 
## Iteration 3 lambda =  0.2082705 
## Iteration 4 lambda =  0.2031625 
## Iteration 5 lambda =  0.202141 
## Iteration 6 lambda =  0.2019366 
## Iteration 7 lambda =  0.2018958 
## Iteration 8 lambda =  0.2018876 
## Iteration 9 lambda =  0.201886 
## Iteration 10 lambda =  0.2018856 
## Iteration 11 lambda =  0.2018856 
## Iteration 1 lambda =  0.3637364 
## Iteration 2 lambda =  0.2364837 
## Iteration 3 lambda =  0.2110332 
## Iteration 4 lambda =  0.2059431 
## Iteration 5 lambda =  0.204925 
## Iteration 6 lambda =  0.2047214 
## Iteration 7 lambda =  0.2046807 
## Iteration 8 lambda =  0.2046726 
## Iteration 9 lambda =  0.2046709 
## Iteration 10 lambda =  0.2046706 
## Iteration 11 lambda =  0.2046705 
## Iteration 1 lambda =  0.3949884 
## Iteration 2 lambda =  0.273986 
## Iteration 3 lambda =  0.2497856 
## Iteration 4 lambda =  0.2449455 
## Iteration 5 lambda =  0.2439774 
## Iteration 6 lambda =  0.2437838 
## Iteration 7 lambda =  0.2437451 
## Iteration 8 lambda =  0.2437374 
## Iteration 9 lambda =  0.2437358 
## Iteration 10 lambda =  0.2437355 
## Iteration 11 lambda =  0.2437355 
## Iteration 1 lambda =  0.3715705 
## Iteration 2 lambda =  0.2458846 
## Iteration 3 lambda =  0.2207474 
## Iteration 4 lambda =  0.21572 
## Iteration 5 lambda =  0.2147145 
## Iteration 6 lambda =  0.2145134 
## Iteration 7 lambda =  0.2144732 
## Iteration 8 lambda =  0.2144651 
## Iteration 9 lambda =  0.2144635 
## Iteration 10 lambda =  0.2144632 
## Iteration 11 lambda =  0.2144632 
## Iteration 1 lambda =  0.3672571 
## Iteration 2 lambda =  0.2407086 
## Iteration 3 lambda =  0.2153988 
## Iteration 4 lambda =  0.2103369 
## Iteration 5 lambda =  0.2093245 
## Iteration 6 lambda =  0.209122 
## Iteration 7 lambda =  0.2090815 
## Iteration 8 lambda =  0.2090734 
## Iteration 9 lambda =  0.2090718 
## Iteration 10 lambda =  0.2090715 
## Iteration 11 lambda =  0.2090714 
## Iteration 1 lambda =  0.3509162 
## Iteration 2 lambda =  0.2210994 
## Iteration 3 lambda =  0.1951361 
## Iteration 4 lambda =  0.1899434 
## Iteration 5 lambda =  0.1889049 
## Iteration 6 lambda =  0.1886972 
## Iteration 7 lambda =  0.1886556 
## Iteration 8 lambda =  0.1886473 
## Iteration 9 lambda =  0.1886457 
## Iteration 10 lambda =  0.1886453 
## Iteration 11 lambda =  0.1886453 
## Iteration 1 lambda =  0.3676663 
## Iteration 2 lambda =  0.2411995 
## Iteration 3 lambda =  0.2159062 
## Iteration 4 lambda =  0.2108475 
## Iteration 5 lambda =  0.2098358 
## Iteration 6 lambda =  0.2096334 
## Iteration 7 lambda =  0.209593 
## Iteration 8 lambda =  0.2095849 
## Iteration 9 lambda =  0.2095832 
## Iteration 10 lambda =  0.2095829 
## Iteration 11 lambda =  0.2095829 
## Iteration 1 lambda =  0.3821118 
## Iteration 2 lambda =  0.2585342 
## Iteration 3 lambda =  0.2338186 
## Iteration 4 lambda =  0.2288755 
## Iteration 5 lambda =  0.2278869 
## Iteration 6 lambda =  0.2276892 
## Iteration 7 lambda =  0.2276496 
## Iteration 8 lambda =  0.2276417 
## Iteration 9 lambda =  0.2276401 
## Iteration 10 lambda =  0.2276398 
## Iteration 11 lambda =  0.2276398 
## Iteration 1 lambda =  0.4048222 
## Iteration 2 lambda =  0.2857866 
## Iteration 3 lambda =  0.2619795 
## Iteration 4 lambda =  0.2572181 
## Iteration 5 lambda =  0.2562658 
## Iteration 6 lambda =  0.2560753 
## Iteration 7 lambda =  0.2560373 
## Iteration 8 lambda =  0.2560296 
## Iteration 9 lambda =  0.2560281 
## Iteration 10 lambda =  0.2560278 
## Iteration 11 lambda =  0.2560277 
## Iteration 1 lambda =  0.3566404 
## Iteration 2 lambda =  0.2279685 
## Iteration 3 lambda =  0.2022341 
## Iteration 4 lambda =  0.1970872 
## Iteration 5 lambda =  0.1960579 
## Iteration 6 lambda =  0.195852 
## Iteration 7 lambda =  0.1958108 
## Iteration 8 lambda =  0.1958026 
## Iteration 9 lambda =  0.1958009 
## Iteration 10 lambda =  0.1958006 
## Iteration 11 lambda =  0.1958005 
## Iteration 1 lambda =  0.3989819 
## Iteration 2 lambda =  0.2787782 
## Iteration 3 lambda =  0.2547375 
## Iteration 4 lambda =  0.2499294 
## Iteration 5 lambda =  0.2489677 
## Iteration 6 lambda =  0.2487754 
## Iteration 7 lambda =  0.2487369 
## Iteration 8 lambda =  0.2487292 
## Iteration 9 lambda =  0.2487277 
## Iteration 10 lambda =  0.2487274 
## Iteration 11 lambda =  0.2487273 
## Iteration 1 lambda =  0.3388174 
## Iteration 2 lambda =  0.2065809 
## Iteration 3 lambda =  0.1801336 
## Iteration 4 lambda =  0.1748441 
## Iteration 5 lambda =  0.1737862 
## Iteration 6 lambda =  0.1735746 
## Iteration 7 lambda =  0.1735323 
## Iteration 8 lambda =  0.1735239 
## Iteration 9 lambda =  0.1735222 
## Iteration 10 lambda =  0.1735218 
## Iteration 11 lambda =  0.1735218 
## Iteration 1 lambda =  0.3650016 
## Iteration 2 lambda =  0.238002 
## Iteration 3 lambda =  0.212602 
## Iteration 4 lambda =  0.207522 
## Iteration 5 lambda =  0.206506 
## Iteration 6 lambda =  0.2063028 
## Iteration 7 lambda =  0.2062622 
## Iteration 8 lambda =  0.2062541 
## Iteration 9 lambda =  0.2062525 
## Iteration 10 lambda =  0.2062521 
## Iteration 11 lambda =  0.2062521 
## Iteration 1 lambda =  0.3329674 
## Iteration 2 lambda =  0.1995609 
## Iteration 3 lambda =  0.1728796 
## Iteration 4 lambda =  0.1675433 
## Iteration 5 lambda =  0.1664761 
## Iteration 6 lambda =  0.1662626 
## Iteration 7 lambda =  0.1662199 
## Iteration 8 lambda =  0.1662114 
## Iteration 9 lambda =  0.1662097 
## Iteration 10 lambda =  0.1662094 
## Iteration 11 lambda =  0.1662093 
## Iteration 1 lambda =  0.3152729 
## Iteration 2 lambda =  0.1783275 
## Iteration 3 lambda =  0.1509384 
## Iteration 4 lambda =  0.1454606 
## Iteration 5 lambda =  0.1443651 
## Iteration 6 lambda =  0.1441459 
## Iteration 7 lambda =  0.1441021 
## Iteration 8 lambda =  0.1440934 
## Iteration 9 lambda =  0.1440916 
## Iteration 10 lambda =  0.1440913 
## Iteration 11 lambda =  0.1440912 
## Iteration 1 lambda =  0.3544248 
## Iteration 2 lambda =  0.2253098 
## Iteration 3 lambda =  0.1994867 
## Iteration 4 lambda =  0.1943221 
## Iteration 5 lambda =  0.1932892 
## Iteration 6 lambda =  0.1930826 
## Iteration 7 lambda =  0.1930413 
## Iteration 8 lambda =  0.1930331 
## Iteration 9 lambda =  0.1930314 
## Iteration 10 lambda =  0.1930311 
## Iteration 11 lambda =  0.193031 
## Iteration 1 lambda =  0.3733929 
## Iteration 2 lambda =  0.2480715 
## Iteration 3 lambda =  0.2230072 
## Iteration 4 lambda =  0.2179944 
## Iteration 5 lambda =  0.2169918 
## Iteration 6 lambda =  0.2167913 
## Iteration 7 lambda =  0.2167512 
## Iteration 8 lambda =  0.2167432 
## Iteration 9 lambda =  0.2167416 
## Iteration 10 lambda =  0.2167413 
## Iteration 11 lambda =  0.2167412 
## Iteration 1 lambda =  0.3461356 
## Iteration 2 lambda =  0.2153627 
## Iteration 3 lambda =  0.1892081 
## Iteration 4 lambda =  0.1839772 
## Iteration 5 lambda =  0.182931 
## Iteration 6 lambda =  0.1827218 
## Iteration 7 lambda =  0.18268 
## Iteration 8 lambda =  0.1826716 
## Iteration 9 lambda =  0.1826699 
## Iteration 10 lambda =  0.1826696 
## Iteration 11 lambda =  0.1826695 
## Iteration 1 lambda =  0.3540652 
## Iteration 2 lambda =  0.2248783 
## Iteration 3 lambda =  0.1990409 
## Iteration 4 lambda =  0.1938734 
## Iteration 5 lambda =  0.1928399 
## Iteration 6 lambda =  0.1926332 
## Iteration 7 lambda =  0.1925919 
## Iteration 8 lambda =  0.1925836 
## Iteration 9 lambda =  0.1925819 
## Iteration 10 lambda =  0.1925816 
## Iteration 11 lambda =  0.1925815 
## Iteration 1 lambda =  0.378193 
## Iteration 2 lambda =  0.2538317 
## Iteration 3 lambda =  0.2289594 
## Iteration 4 lambda =  0.2239849 
## Iteration 5 lambda =  0.22299 
## Iteration 6 lambda =  0.2227911 
## Iteration 7 lambda =  0.2227513 
## Iteration 8 lambda =  0.2227433 
## Iteration 9 lambda =  0.2227417 
## Iteration 10 lambda =  0.2227414 
## Iteration 11 lambda =  0.2227413 
## Iteration 1 lambda =  0.3511392 
## Iteration 2 lambda =  0.221367 
## Iteration 3 lambda =  0.1954126 
## Iteration 4 lambda =  0.1902217 
## Iteration 5 lambda =  0.1891835 
## Iteration 6 lambda =  0.1889759 
## Iteration 7 lambda =  0.1889344 
## Iteration 8 lambda =  0.1889261 
## Iteration 9 lambda =  0.1889244 
## Iteration 10 lambda =  0.1889241 
## Iteration 11 lambda =  0.188924 
## Iteration 1 lambda =  0.3553176 
## Iteration 2 lambda =  0.2263811 
## Iteration 3 lambda =  0.2005938 
## Iteration 4 lambda =  0.1954363 
## Iteration 5 lambda =  0.1944048 
## Iteration 6 lambda =  0.1941985 
## Iteration 7 lambda =  0.1941573 
## Iteration 8 lambda =  0.194149 
## Iteration 9 lambda =  0.1941474 
## Iteration 10 lambda =  0.194147 
## Iteration 11 lambda =  0.194147 
## Iteration 1 lambda =  0.3606702 
## Iteration 2 lambda =  0.2328042 
## Iteration 3 lambda =  0.207231 
## Iteration 4 lambda =  0.2021164 
## Iteration 5 lambda =  0.2010934 
## Iteration 6 lambda =  0.2008889 
## Iteration 7 lambda =  0.2008479 
## Iteration 8 lambda =  0.2008398 
## Iteration 9 lambda =  0.2008381 
## Iteration 10 lambda =  0.2008378 
## Iteration 11 lambda =  0.2008377 
## Iteration 1 lambda =  0.3705269 
## Iteration 2 lambda =  0.2446323 
## Iteration 3 lambda =  0.2194534 
## Iteration 4 lambda =  0.2144176 
## Iteration 5 lambda =  0.2134104 
## Iteration 6 lambda =  0.213209 
## Iteration 7 lambda =  0.2131687 
## Iteration 8 lambda =  0.2131607 
## Iteration 9 lambda =  0.2131591 
## Iteration 10 lambda =  0.2131587 
## Iteration 11 lambda =  0.2131587 
## Iteration 1 lambda =  0.3633118 
## Iteration 2 lambda =  0.2359741 
## Iteration 3 lambda =  0.2105066 
## Iteration 4 lambda =  0.2054131 
## Iteration 5 lambda =  0.2043944 
## Iteration 6 lambda =  0.2041906 
## Iteration 7 lambda =  0.2041499 
## Iteration 8 lambda =  0.2041417 
## Iteration 9 lambda =  0.2041401 
## Iteration 10 lambda =  0.2041398 
## Iteration 11 lambda =  0.2041397 
## Iteration 1 lambda =  0.3272103 
## Iteration 2 lambda =  0.1926524 
## Iteration 3 lambda =  0.1657408 
## Iteration 4 lambda =  0.1603585 
## Iteration 5 lambda =  0.159282 
## Iteration 6 lambda =  0.1590667 
## Iteration 7 lambda =  0.1590237 
## Iteration 8 lambda =  0.1590151 
## Iteration 9 lambda =  0.1590133 
## Iteration 10 lambda =  0.159013 
## Iteration 11 lambda =  0.1590129 
## Iteration 1 lambda =  0.3778815 
## Iteration 2 lambda =  0.2534578 
## Iteration 3 lambda =  0.228573 
## Iteration 4 lambda =  0.2235961 
## Iteration 5 lambda =  0.2226007 
## Iteration 6 lambda =  0.2224016 
## Iteration 7 lambda =  0.2223618 
## Iteration 8 lambda =  0.2223538 
## Iteration 9 lambda =  0.2223523 
## Iteration 10 lambda =  0.2223519 
## Iteration 11 lambda =  0.2223519 
## Iteration 1 lambda =  0.338671 
## Iteration 2 lambda =  0.2064052 
## Iteration 3 lambda =  0.179952 
## Iteration 4 lambda =  0.1746614 
## Iteration 5 lambda =  0.1736033 
## Iteration 6 lambda =  0.1733917 
## Iteration 7 lambda =  0.1733493 
## Iteration 8 lambda =  0.1733409 
## Iteration 9 lambda =  0.1733392 
## Iteration 10 lambda =  0.1733388 
## Iteration 11 lambda =  0.1733388 
## Iteration 1 lambda =  0.3348186 
## Iteration 2 lambda =  0.2017824 
## Iteration 3 lambda =  0.1751751 
## Iteration 4 lambda =  0.1698537 
## Iteration 5 lambda =  0.1687894 
## Iteration 6 lambda =  0.1685765 
## Iteration 7 lambda =  0.1685339 
## Iteration 8 lambda =  0.1685254 
## Iteration 9 lambda =  0.1685237 
## Iteration 10 lambda =  0.1685234 
## Iteration 11 lambda =  0.1685233 
## Iteration 1 lambda =  0.400633 
## Iteration 2 lambda =  0.2807596 
## Iteration 3 lambda =  0.2567849 
## Iteration 4 lambda =  0.2519899 
## Iteration 5 lambda =  0.251031 
## Iteration 6 lambda =  0.2508392 
## Iteration 7 lambda =  0.2508008 
## Iteration 8 lambda =  0.2507931 
## Iteration 9 lambda =  0.2507916 
## Iteration 10 lambda =  0.2507913 
## Iteration 11 lambda =  0.2507912 
## Iteration 1 lambda =  0.3547893 
## Iteration 2 lambda =  0.2257471 
## Iteration 3 lambda =  0.1999387 
## Iteration 4 lambda =  0.194777 
## Iteration 5 lambda =  0.1937447 
## Iteration 6 lambda =  0.1935382 
## Iteration 7 lambda =  0.1934969 
## Iteration 8 lambda =  0.1934887 
## Iteration 9 lambda =  0.193487 
## Iteration 10 lambda =  0.1934867 
## Iteration 11 lambda =  0.1934866 
## Iteration 1 lambda =  0.4152699 
## Iteration 2 lambda =  0.2983239 
## Iteration 3 lambda =  0.2749346 
## Iteration 4 lambda =  0.2702568 
## Iteration 5 lambda =  0.2693212 
## Iteration 6 lambda =  0.2691341 
## Iteration 7 lambda =  0.2690967 
## Iteration 8 lambda =  0.2690892 
## Iteration 9 lambda =  0.2690877 
## Iteration 10 lambda =  0.2690874 
## Iteration 11 lambda =  0.2690874 
## Iteration 1 lambda =  0.3607197 
## Iteration 2 lambda =  0.2328637 
## Iteration 3 lambda =  0.2072925 
## Iteration 4 lambda =  0.2021782 
## Iteration 5 lambda =  0.2011554 
## Iteration 6 lambda =  0.2009508 
## Iteration 7 lambda =  0.2009099 
## Iteration 8 lambda =  0.2009017 
## Iteration 9 lambda =  0.2009001 
## Iteration 10 lambda =  0.2008997 
## Iteration 11 lambda =  0.2008997 
## Iteration 1 lambda =  0.3653954 
## Iteration 2 lambda =  0.2384745 
## Iteration 3 lambda =  0.2130903 
## Iteration 4 lambda =  0.2080135 
## Iteration 5 lambda =  0.2069981 
## Iteration 6 lambda =  0.206795 
## Iteration 7 lambda =  0.2067544 
## Iteration 8 lambda =  0.2067463 
## Iteration 9 lambda =  0.2067447 
## Iteration 10 lambda =  0.2067444 
## Iteration 11 lambda =  0.2067443 
## Iteration 1 lambda =  0.3831176 
## Iteration 2 lambda =  0.2597412 
## Iteration 3 lambda =  0.2350659 
## Iteration 4 lambda =  0.2301308 
## Iteration 5 lambda =  0.2291438 
## Iteration 6 lambda =  0.2289464 
## Iteration 7 lambda =  0.2289069 
## Iteration 8 lambda =  0.228899 
## Iteration 9 lambda =  0.2288974 
## Iteration 10 lambda =  0.2288971 
## Iteration 11 lambda =  0.2288971 
## Iteration 1 lambda =  0.3529583 
## Iteration 2 lambda =  0.2235499 
## Iteration 3 lambda =  0.1976683 
## Iteration 4 lambda =  0.1924919 
## Iteration 5 lambda =  0.1914567 
## Iteration 6 lambda =  0.1912496 
## Iteration 7 lambda =  0.1912082 
## Iteration 8 lambda =  0.1911999 
## Iteration 9 lambda =  0.1911982 
## Iteration 10 lambda =  0.1911979 
## Iteration 11 lambda =  0.1911979 
## Iteration 1 lambda =  0.3345208 
## Iteration 2 lambda =  0.2014249 
## Iteration 3 lambda =  0.1748057 
## Iteration 4 lambda =  0.1694819 
## Iteration 5 lambda =  0.1684171 
## Iteration 6 lambda =  0.1682042 
## Iteration 7 lambda =  0.1681616 
## Iteration 8 lambda =  0.1681531 
## Iteration 9 lambda =  0.1681514 
## Iteration 10 lambda =  0.168151 
## Iteration 11 lambda =  0.168151 
## Iteration 1 lambda =  0.3462461 
## Iteration 2 lambda =  0.2154954 
## Iteration 3 lambda =  0.1893452 
## Iteration 4 lambda =  0.1841152 
## Iteration 5 lambda =  0.1830692 
## Iteration 6 lambda =  0.18286 
## Iteration 7 lambda =  0.1828181 
## Iteration 8 lambda =  0.1828098 
## Iteration 9 lambda =  0.1828081 
## Iteration 10 lambda =  0.1828078 
## Iteration 11 lambda =  0.1828077 
## Iteration 1 lambda =  0.3529251 
## Iteration 2 lambda =  0.2235101 
## Iteration 3 lambda =  0.1976272 
## Iteration 4 lambda =  0.1924506 
## Iteration 5 lambda =  0.1914152 
## Iteration 6 lambda =  0.1912082 
## Iteration 7 lambda =  0.1911668 
## Iteration 8 lambda =  0.1911585 
## Iteration 9 lambda =  0.1911568 
## Iteration 10 lambda =  0.1911565 
## Iteration 11 lambda =  0.1911564 
## Iteration 1 lambda =  0.3639341 
## Iteration 2 lambda =  0.2367209 
## Iteration 3 lambda =  0.2112783 
## Iteration 4 lambda =  0.2061898 
## Iteration 5 lambda =  0.2051721 
## Iteration 6 lambda =  0.2049685 
## Iteration 7 lambda =  0.2049278 
## Iteration 8 lambda =  0.2049197 
## Iteration 9 lambda =  0.204918 
## Iteration 10 lambda =  0.2049177 
## Iteration 11 lambda =  0.2049176 
## Iteration 1 lambda =  0.4069006 
## Iteration 2 lambda =  0.2882807 
## Iteration 3 lambda =  0.2645568 
## Iteration 4 lambda =  0.259812 
## Iteration 5 lambda =  0.258863 
## Iteration 6 lambda =  0.2586732 
## Iteration 7 lambda =  0.2586353 
## Iteration 8 lambda =  0.2586277 
## Iteration 9 lambda =  0.2586261 
## Iteration 10 lambda =  0.2586258 
## Iteration 11 lambda =  0.2586258 
## Iteration 1 lambda =  0.3551758 
## Iteration 2 lambda =  0.2262109 
## Iteration 3 lambda =  0.200418 
## Iteration 4 lambda =  0.1952594 
## Iteration 5 lambda =  0.1942276 
## Iteration 6 lambda =  0.1940213 
## Iteration 7 lambda =  0.19398 
## Iteration 8 lambda =  0.1939718 
## Iteration 9 lambda =  0.1939701 
## Iteration 10 lambda =  0.1939698 
## Iteration 11 lambda =  0.1939697 
## Iteration 1 lambda =  0.3787749 
## Iteration 2 lambda =  0.2545299 
## Iteration 3 lambda =  0.2296809 
## Iteration 4 lambda =  0.2247111 
## Iteration 5 lambda =  0.2237171 
## Iteration 6 lambda =  0.2235184 
## Iteration 7 lambda =  0.2234786 
## Iteration 8 lambda =  0.2234706 
## Iteration 9 lambda =  0.2234691 
## Iteration 10 lambda =  0.2234687 
## Iteration 11 lambda =  0.2234687 
## Iteration 1 lambda =  0.3710004 
## Iteration 2 lambda =  0.2452005 
## Iteration 3 lambda =  0.2200405 
## Iteration 4 lambda =  0.2150085 
## Iteration 5 lambda =  0.2140021 
## Iteration 6 lambda =  0.2138008 
## Iteration 7 lambda =  0.2137605 
## Iteration 8 lambda =  0.2137525 
## Iteration 9 lambda =  0.2137509 
## Iteration 10 lambda =  0.2137506 
## Iteration 11 lambda =  0.2137505 
## Iteration 1 lambda =  0.3808586 
## Iteration 2 lambda =  0.2570303 
## Iteration 3 lambda =  0.2322647 
## Iteration 4 lambda =  0.2273116 
## Iteration 5 lambda =  0.2263209 
## Iteration 6 lambda =  0.2261228 
## Iteration 7 lambda =  0.2260832 
## Iteration 8 lambda =  0.2260752 
## Iteration 9 lambda =  0.2260737 
## Iteration 10 lambda =  0.2260733 
## Iteration 11 lambda =  0.2260733 
## Iteration 1 lambda =  0.3342334 
## Iteration 2 lambda =  0.2010801 
## Iteration 3 lambda =  0.1744495 
## Iteration 4 lambda =  0.1691233 
## Iteration 5 lambda =  0.1680581 
## Iteration 6 lambda =  0.167845 
## Iteration 7 lambda =  0.1678024 
## Iteration 8 lambda =  0.1677939 
## Iteration 9 lambda =  0.1677922 
## Iteration 10 lambda =  0.1677919 
## Iteration 11 lambda =  0.1677918 
## Iteration 1 lambda =  0.3276103 
## Iteration 2 lambda =  0.1931324 
## Iteration 3 lambda =  0.1662368 
## Iteration 4 lambda =  0.1608577 
## Iteration 5 lambda =  0.1597818 
## Iteration 6 lambda =  0.1595667 
## Iteration 7 lambda =  0.1595237 
## Iteration 8 lambda =  0.159515 
## Iteration 9 lambda =  0.1595133 
## Iteration 10 lambda =  0.159513 
## Iteration 11 lambda =  0.1595129 
## Iteration 1 lambda =  0.3549068 
## Iteration 2 lambda =  0.2258881 
## Iteration 3 lambda =  0.2000844 
## Iteration 4 lambda =  0.1949237 
## Iteration 5 lambda =  0.1938915 
## Iteration 6 lambda =  0.1936851 
## Iteration 7 lambda =  0.1936438 
## Iteration 8 lambda =  0.1936355 
## Iteration 9 lambda =  0.1936339 
## Iteration 10 lambda =  0.1936335 
## Iteration 11 lambda =  0.1936335 
## Iteration 1 lambda =  0.3431796 
## Iteration 2 lambda =  0.2118155 
## Iteration 3 lambda =  0.1855427 
## Iteration 4 lambda =  0.1802881 
## Iteration 5 lambda =  0.1792372 
## Iteration 6 lambda =  0.179027 
## Iteration 7 lambda =  0.178985 
## Iteration 8 lambda =  0.1789766 
## Iteration 9 lambda =  0.1789749 
## Iteration 10 lambda =  0.1789746 
## Iteration 11 lambda =  0.1789745 
## Iteration 1 lambda =  0.3418877 
## Iteration 2 lambda =  0.2102652 
## Iteration 3 lambda =  0.1839407 
## Iteration 4 lambda =  0.1786758 
## Iteration 5 lambda =  0.1776228 
## Iteration 6 lambda =  0.1774122 
## Iteration 7 lambda =  0.1773701 
## Iteration 8 lambda =  0.1773617 
## Iteration 9 lambda =  0.17736 
## Iteration 10 lambda =  0.1773597 
## Iteration 11 lambda =  0.1773596 
## Iteration 1 lambda =  0.3546136 
## Iteration 2 lambda =  0.2255364 
## Iteration 3 lambda =  0.1997209 
## Iteration 4 lambda =  0.1945578 
## Iteration 5 lambda =  0.1935252 
## Iteration 6 lambda =  0.1933187 
## Iteration 7 lambda =  0.1932774 
## Iteration 8 lambda =  0.1932691 
## Iteration 9 lambda =  0.1932675 
## Iteration 10 lambda =  0.1932671 
## Iteration 11 lambda =  0.1932671 
## Iteration 1 lambda =  0.3842585 
## Iteration 2 lambda =  0.2611102 
## Iteration 3 lambda =  0.2364805 
## Iteration 4 lambda =  0.2315546 
## Iteration 5 lambda =  0.2305694 
## Iteration 6 lambda =  0.2303723 
## Iteration 7 lambda =  0.2303329 
## Iteration 8 lambda =  0.2303251 
## Iteration 9 lambda =  0.2303235 
## Iteration 10 lambda =  0.2303232 
## Iteration 11 lambda =  0.2303231 
## Iteration 1 lambda =  0.3753828 
## Iteration 2 lambda =  0.2504594 
## Iteration 3 lambda =  0.2254747 
## Iteration 4 lambda =  0.2204777 
## Iteration 5 lambda =  0.2194784 
## Iteration 6 lambda =  0.2192785 
## Iteration 7 lambda =  0.2192385 
## Iteration 8 lambda =  0.2192305 
## Iteration 9 lambda =  0.2192289 
## Iteration 10 lambda =  0.2192286 
## Iteration 11 lambda =  0.2192285 
## Iteration 1 lambda =  0.3504232 
## Iteration 2 lambda =  0.2205078 
## Iteration 3 lambda =  0.1945248 
## Iteration 4 lambda =  0.1893281 
## Iteration 5 lambda =  0.1882888 
## Iteration 6 lambda =  0.188081 
## Iteration 7 lambda =  0.1880394 
## Iteration 8 lambda =  0.1880311 
## Iteration 9 lambda =  0.1880294 
## Iteration 10 lambda =  0.1880291 
## Iteration 11 lambda =  0.188029 
## Iteration 1 lambda =  0.3610815 
## Iteration 2 lambda =  0.2332978 
## Iteration 3 lambda =  0.207741 
## Iteration 4 lambda =  0.2026297 
## Iteration 5 lambda =  0.2016074 
## Iteration 6 lambda =  0.201403 
## Iteration 7 lambda =  0.2013621 
## Iteration 8 lambda =  0.2013539 
## Iteration 9 lambda =  0.2013523 
## Iteration 10 lambda =  0.2013519 
## Iteration 11 lambda =  0.2013519 
## Iteration 1 lambda =  0.3619892 
## Iteration 2 lambda =  0.234387 
## Iteration 3 lambda =  0.2088666 
## Iteration 4 lambda =  0.2037625 
## Iteration 5 lambda =  0.2027417 
## Iteration 6 lambda =  0.2025375 
## Iteration 7 lambda =  0.2024967 
## Iteration 8 lambda =  0.2024885 
## Iteration 9 lambda =  0.2024869 
## Iteration 10 lambda =  0.2024865 
## Iteration 11 lambda =  0.2024865 
## Iteration 1 lambda =  0.3518475 
## Iteration 2 lambda =  0.222217 
## Iteration 3 lambda =  0.1962909 
## Iteration 4 lambda =  0.1911057 
## Iteration 5 lambda =  0.1900686 
## Iteration 6 lambda =  0.1898612 
## Iteration 7 lambda =  0.1898198 
## Iteration 8 lambda =  0.1898115 
## Iteration 9 lambda =  0.1898098 
## Iteration 10 lambda =  0.1898095 
## Iteration 11 lambda =  0.1898094 
## Iteration 1 lambda =  0.342924 
## Iteration 2 lambda =  0.2115088 
## Iteration 3 lambda =  0.1852258 
## Iteration 4 lambda =  0.1799692 
## Iteration 5 lambda =  0.1789179 
## Iteration 6 lambda =  0.1787076 
## Iteration 7 lambda =  0.1786656 
## Iteration 8 lambda =  0.1786571 
## Iteration 9 lambda =  0.1786555 
## Iteration 10 lambda =  0.1786551 
## Iteration 11 lambda =  0.1786551 
## Iteration 1 lambda =  0.3224941 
## Iteration 2 lambda =  0.186993 
## Iteration 3 lambda =  0.1598927 
## Iteration 4 lambda =  0.1544727 
## Iteration 5 lambda =  0.1533887 
## Iteration 6 lambda =  0.1531719 
## Iteration 7 lambda =  0.1531285 
## Iteration 8 lambda =  0.1531198 
## Iteration 9 lambda =  0.1531181 
## Iteration 10 lambda =  0.1531178 
## Iteration 11 lambda =  0.1531177 
## Iteration 1 lambda =  0.3312758 
## Iteration 2 lambda =  0.197531 
## Iteration 3 lambda =  0.170782 
## Iteration 4 lambda =  0.1654323 
## Iteration 5 lambda =  0.1643623 
## Iteration 6 lambda =  0.1641483 
## Iteration 7 lambda =  0.1641055 
## Iteration 8 lambda =  0.1640969 
## Iteration 9 lambda =  0.1640952 
## Iteration 10 lambda =  0.1640949 
## Iteration 11 lambda =  0.1640948 
## Iteration 1 lambda =  0.323838 
## Iteration 2 lambda =  0.1886056 
## Iteration 3 lambda =  0.1615591 
## Iteration 4 lambda =  0.1561498 
## Iteration 5 lambda =  0.155068 
## Iteration 6 lambda =  0.1548516 
## Iteration 7 lambda =  0.1548083 
## Iteration 8 lambda =  0.1547997 
## Iteration 9 lambda =  0.1547979 
## Iteration 10 lambda =  0.1547976 
## Iteration 11 lambda =  0.1547975 
## Iteration 1 lambda =  0.3890564 
## Iteration 2 lambda =  0.2668677 
## Iteration 3 lambda =  0.24243 
## Iteration 4 lambda =  0.2375424 
## Iteration 5 lambda =  0.2365649 
## Iteration 6 lambda =  0.2363694 
## Iteration 7 lambda =  0.2363303 
## Iteration 8 lambda =  0.2363225 
## Iteration 9 lambda =  0.2363209 
## Iteration 10 lambda =  0.2363206 
## Iteration 11 lambda =  0.2363205 
## Iteration 1 lambda =  0.368239 
## Iteration 2 lambda =  0.2418868 
## Iteration 3 lambda =  0.2166164 
## Iteration 4 lambda =  0.2115623 
## Iteration 5 lambda =  0.2105515 
## Iteration 6 lambda =  0.2103493 
## Iteration 7 lambda =  0.2103089 
## Iteration 8 lambda =  0.2103008 
## Iteration 9 lambda =  0.2102992 
## Iteration 10 lambda =  0.2102989 
## Iteration 11 lambda =  0.2102988 
## Iteration 1 lambda =  0.3627791 
## Iteration 2 lambda =  0.2353349 
## Iteration 3 lambda =  0.209846 
## Iteration 4 lambda =  0.2047483 
## Iteration 5 lambda =  0.2037287 
## Iteration 6 lambda =  0.2035248 
## Iteration 7 lambda =  0.203484 
## Iteration 8 lambda =  0.2034759 
## Iteration 9 lambda =  0.2034742 
## Iteration 10 lambda =  0.2034739 
## Iteration 11 lambda =  0.2034738 
## Iteration 1 lambda =  0.3874506 
## Iteration 2 lambda =  0.2649408 
## Iteration 3 lambda =  0.2404388 
## Iteration 4 lambda =  0.2355384 
## Iteration 5 lambda =  0.2345583 
## Iteration 6 lambda =  0.2343623 
## Iteration 7 lambda =  0.2343231 
## Iteration 8 lambda =  0.2343152 
## Iteration 9 lambda =  0.2343137 
## Iteration 10 lambda =  0.2343134 
## Iteration 11 lambda =  0.2343133 
## Iteration 1 lambda =  0.3528593 
## Iteration 2 lambda =  0.2234311 
## Iteration 3 lambda =  0.1975455 
## Iteration 4 lambda =  0.1923684 
## Iteration 5 lambda =  0.191333 
## Iteration 6 lambda =  0.1911259 
## Iteration 7 lambda =  0.1910844 
## Iteration 8 lambda =  0.1910762 
## Iteration 9 lambda =  0.1910745 
## Iteration 10 lambda =  0.1910742 
## Iteration 11 lambda =  0.1910741 
## Iteration 1 lambda =  0.3440655 
## Iteration 2 lambda =  0.2128785 
## Iteration 3 lambda =  0.1866412 
## Iteration 4 lambda =  0.1813937 
## Iteration 5 lambda =  0.1803442 
## Iteration 6 lambda =  0.1801343 
## Iteration 7 lambda =  0.1800923 
## Iteration 8 lambda =  0.1800839 
## Iteration 9 lambda =  0.1800822 
## Iteration 10 lambda =  0.1800819 
## Iteration 11 lambda =  0.1800818 
## Iteration 1 lambda =  0.3815677 
## Iteration 2 lambda =  0.2578812 
## Iteration 3 lambda =  0.2331439 
## Iteration 4 lambda =  0.2281965 
## Iteration 5 lambda =  0.227207 
## Iteration 6 lambda =  0.2270091 
## Iteration 7 lambda =  0.2269695 
## Iteration 8 lambda =  0.2269616 
## Iteration 9 lambda =  0.22696 
## Iteration 10 lambda =  0.2269597 
## Iteration 11 lambda =  0.2269596 
## Iteration 1 lambda =  0.3371074 
## Iteration 2 lambda =  0.2045289 
## Iteration 3 lambda =  0.1780132 
## Iteration 4 lambda =  0.17271 
## Iteration 5 lambda =  0.1716494 
## Iteration 6 lambda =  0.1714373 
## Iteration 7 lambda =  0.1713948 
## Iteration 8 lambda =  0.1713863 
## Iteration 9 lambda =  0.1713847 
## Iteration 10 lambda =  0.1713843 
## Iteration 11 lambda =  0.1713842 
## Iteration 1 lambda =  0.4037639 
## Iteration 2 lambda =  0.2845167 
## Iteration 3 lambda =  0.2606672 
## Iteration 4 lambda =  0.2558973 
## Iteration 5 lambda =  0.2549434 
## Iteration 6 lambda =  0.2547526 
## Iteration 7 lambda =  0.2547144 
## Iteration 8 lambda =  0.2547068 
## Iteration 9 lambda =  0.2547052 
## Iteration 10 lambda =  0.2547049 
## Iteration 11 lambda =  0.2547049 
## Iteration 1 lambda =  0.3291854 
## Iteration 2 lambda =  0.1950224 
## Iteration 3 lambda =  0.1681899 
## Iteration 4 lambda =  0.1628233 
## Iteration 5 lambda =  0.16175 
## Iteration 6 lambda =  0.1615354 
## Iteration 7 lambda =  0.1614924 
## Iteration 8 lambda =  0.1614839 
## Iteration 9 lambda =  0.1614821 
## Iteration 10 lambda =  0.1614818 
## Iteration 11 lambda =  0.1614817 
## Iteration 1 lambda =  0.380364 
## Iteration 2 lambda =  0.2564368 
## Iteration 3 lambda =  0.2316514 
## Iteration 4 lambda =  0.2266943 
## Iteration 5 lambda =  0.2257029 
## Iteration 6 lambda =  0.2255046 
## Iteration 7 lambda =  0.2254649 
## Iteration 8 lambda =  0.225457 
## Iteration 9 lambda =  0.2254554 
## Iteration 10 lambda =  0.2254551 
## Iteration 11 lambda =  0.225455 
## Iteration 1 lambda =  0.3610753 
## Iteration 2 lambda =  0.2332903 
## Iteration 3 lambda =  0.2077333 
## Iteration 4 lambda =  0.2026219 
## Iteration 5 lambda =  0.2015997 
## Iteration 6 lambda =  0.2013952 
## Iteration 7 lambda =  0.2013543 
## Iteration 8 lambda =  0.2013461 
## Iteration 9 lambda =  0.2013445 
## Iteration 10 lambda =  0.2013442 
## Iteration 11 lambda =  0.2013441 
## Iteration 1 lambda =  0.3168076 
## Iteration 2 lambda =  0.1801692 
## Iteration 3 lambda =  0.1528415 
## Iteration 4 lambda =  0.1473759 
## Iteration 5 lambda =  0.1462828 
## Iteration 6 lambda =  0.1460642 
## Iteration 7 lambda =  0.1460205 
## Iteration 8 lambda =  0.1460117 
## Iteration 9 lambda =  0.14601 
## Iteration 10 lambda =  0.1460096 
## Iteration 11 lambda =  0.1460096 
## Iteration 1 lambda =  0.365053 
## Iteration 2 lambda =  0.2380636 
## Iteration 3 lambda =  0.2126657 
## Iteration 4 lambda =  0.2075862 
## Iteration 5 lambda =  0.2065702 
## Iteration 6 lambda =  0.2063671 
## Iteration 7 lambda =  0.2063264 
## Iteration 8 lambda =  0.2063183 
## Iteration 9 lambda =  0.2063167 
## Iteration 10 lambda =  0.2063164 
## Iteration 11 lambda =  0.2063163 
## Iteration 1 lambda =  0.3843774 
## Iteration 2 lambda =  0.2612529 
## Iteration 3 lambda =  0.236628 
## Iteration 4 lambda =  0.231703 
## Iteration 5 lambda =  0.230718 
## Iteration 6 lambda =  0.230521 
## Iteration 7 lambda =  0.2304816 
## Iteration 8 lambda =  0.2304737 
## Iteration 9 lambda =  0.2304721 
## Iteration 10 lambda =  0.2304718 
## Iteration 11 lambda =  0.2304717 
## Iteration 1 lambda =  0.3727384 
## Iteration 2 lambda =  0.2472861 
## Iteration 3 lambda =  0.2221956 
## Iteration 4 lambda =  0.2171775 
## Iteration 5 lambda =  0.2161739 
## Iteration 6 lambda =  0.2159732 
## Iteration 7 lambda =  0.215933 
## Iteration 8 lambda =  0.215925 
## Iteration 9 lambda =  0.2159234 
## Iteration 10 lambda =  0.2159231 
## Iteration 11 lambda =  0.215923 
## Iteration 1 lambda =  0.3274668 
## Iteration 2 lambda =  0.1929602 
## Iteration 3 lambda =  0.1660589 
## Iteration 4 lambda =  0.1606786 
## Iteration 5 lambda =  0.1596026 
## Iteration 6 lambda =  0.1593873 
## Iteration 7 lambda =  0.1593443 
## Iteration 8 lambda =  0.1593357 
## Iteration 9 lambda =  0.159334 
## Iteration 10 lambda =  0.1593336 
## Iteration 11 lambda =  0.1593336 
## Iteration 1 lambda =  0.3589296 
## Iteration 2 lambda =  0.2307155 
## Iteration 3 lambda =  0.2050727 
## Iteration 4 lambda =  0.1999441 
## Iteration 5 lambda =  0.1989184 
## Iteration 6 lambda =  0.1987132 
## Iteration 7 lambda =  0.1986722 
## Iteration 8 lambda =  0.198664 
## Iteration 9 lambda =  0.1986624 
## Iteration 10 lambda =  0.198662 
## Iteration 11 lambda =  0.198662 
## Iteration 1 lambda =  0.4168188 
## Iteration 2 lambda =  0.3001826 
## Iteration 3 lambda =  0.2768553 
## Iteration 4 lambda =  0.2721899 
## Iteration 5 lambda =  0.2712568 
## Iteration 6 lambda =  0.2710702 
## Iteration 7 lambda =  0.2710329 
## Iteration 8 lambda =  0.2710254 
## Iteration 9 lambda =  0.2710239 
## Iteration 10 lambda =  0.2710236 
## Iteration 11 lambda =  0.2710235 
## Iteration 1 lambda =  0.3410872 
## Iteration 2 lambda =  0.2093047 
## Iteration 3 lambda =  0.1829481 
## Iteration 4 lambda =  0.1776768 
## Iteration 5 lambda =  0.1766226 
## Iteration 6 lambda =  0.1764117 
## Iteration 7 lambda =  0.1763696 
## Iteration 8 lambda =  0.1763611 
## Iteration 9 lambda =  0.1763594 
## Iteration 10 lambda =  0.1763591 
## Iteration 11 lambda =  0.176359 
## Iteration 1 lambda =  0.3819893 
## Iteration 2 lambda =  0.2583871 
## Iteration 3 lambda =  0.2336667 
## Iteration 4 lambda =  0.2287226 
## Iteration 5 lambda =  0.2277338 
## Iteration 6 lambda =  0.227536 
## Iteration 7 lambda =  0.2274965 
## Iteration 8 lambda =  0.2274886 
## Iteration 9 lambda =  0.227487 
## Iteration 10 lambda =  0.2274867 
## Iteration 11 lambda =  0.2274866 
## Iteration 1 lambda =  0.3727677 
## Iteration 2 lambda =  0.2473213 
## Iteration 3 lambda =  0.222232 
## Iteration 4 lambda =  0.2172141 
## Iteration 5 lambda =  0.2162105 
## Iteration 6 lambda =  0.2160098 
## Iteration 7 lambda =  0.2159697 
## Iteration 8 lambda =  0.2159617 
## Iteration 9 lambda =  0.2159601 
## Iteration 10 lambda =  0.2159597 
## Iteration 11 lambda =  0.2159597 
## Iteration 1 lambda =  0.3675738 
## Iteration 2 lambda =  0.2410886 
## Iteration 3 lambda =  0.2157915 
## Iteration 4 lambda =  0.2107321 
## Iteration 5 lambda =  0.2097202 
## Iteration 6 lambda =  0.2095179 
## Iteration 7 lambda =  0.2094774 
## Iteration 8 lambda =  0.2094693 
## Iteration 9 lambda =  0.2094677 
## Iteration 10 lambda =  0.2094674 
## Iteration 11 lambda =  0.2094673 
## Iteration 1 lambda =  0.3759401 
## Iteration 2 lambda =  0.2511281 
## Iteration 3 lambda =  0.2261657 
## Iteration 4 lambda =  0.2211732 
## Iteration 5 lambda =  0.2201747 
## Iteration 6 lambda =  0.219975 
## Iteration 7 lambda =  0.2199351 
## Iteration 8 lambda =  0.2199271 
## Iteration 9 lambda =  0.2199255 
## Iteration 10 lambda =  0.2199252 
## Iteration 11 lambda =  0.2199251 
## Iteration 1 lambda =  0.3110223 
## Iteration 2 lambda =  0.1732268 
## Iteration 3 lambda =  0.1456677 
## Iteration 4 lambda =  0.1401559 
## Iteration 5 lambda =  0.1390535 
## Iteration 6 lambda =  0.138833 
## Iteration 7 lambda =  0.1387889 
## Iteration 8 lambda =  0.1387801 
## Iteration 9 lambda =  0.1387784 
## Iteration 10 lambda =  0.138778 
## Iteration 11 lambda =  0.1387779 
## Iteration 1 lambda =  0.3509103 
## Iteration 2 lambda =  0.2210924 
## Iteration 3 lambda =  0.1951288 
## Iteration 4 lambda =  0.1899361 
## Iteration 5 lambda =  0.1888975 
## Iteration 6 lambda =  0.1886898 
## Iteration 7 lambda =  0.1886483 
## Iteration 8 lambda =  0.1886399 
## Iteration 9 lambda =  0.1886383 
## Iteration 10 lambda =  0.188638 
## Iteration 11 lambda =  0.1886379 
## Iteration 1 lambda =  0.3750364 
## Iteration 2 lambda =  0.2500437 
## Iteration 3 lambda =  0.2250452 
## Iteration 4 lambda =  0.2200455 
## Iteration 5 lambda =  0.2190455 
## Iteration 6 lambda =  0.2188455 
## Iteration 7 lambda =  0.2188055 
## Iteration 8 lambda =  0.2187975 
## Iteration 9 lambda =  0.2187959 
## Iteration 10 lambda =  0.2187956 
## Iteration 11 lambda =  0.2187956 
## Iteration 1 lambda =  0.3354623 
## Iteration 2 lambda =  0.2025548 
## Iteration 3 lambda =  0.1759733 
## Iteration 4 lambda =  0.170657 
## Iteration 5 lambda =  0.1695938 
## Iteration 6 lambda =  0.1693811 
## Iteration 7 lambda =  0.1693386 
## Iteration 8 lambda =  0.1693301 
## Iteration 9 lambda =  0.1693284 
## Iteration 10 lambda =  0.169328 
## Iteration 11 lambda =  0.169328 
## Iteration 1 lambda =  0.3420722 
## Iteration 2 lambda =  0.2104866 
## Iteration 3 lambda =  0.1841695 
## Iteration 4 lambda =  0.1789061 
## Iteration 5 lambda =  0.1778534 
## Iteration 6 lambda =  0.1776429 
## Iteration 7 lambda =  0.1776008 
## Iteration 8 lambda =  0.1775924 
## Iteration 9 lambda =  0.1775907 
## Iteration 10 lambda =  0.1775903 
## Iteration 11 lambda =  0.1775903 
## Iteration 1 lambda =  0.3435682 
## Iteration 2 lambda =  0.2122818 
## Iteration 3 lambda =  0.1860245 
## Iteration 4 lambda =  0.1807731 
## Iteration 5 lambda =  0.1797228 
## Iteration 6 lambda =  0.1795127 
## Iteration 7 lambda =  0.1794707 
## Iteration 8 lambda =  0.1794623 
## Iteration 9 lambda =  0.1794606 
## Iteration 10 lambda =  0.1794603 
## Iteration 11 lambda =  0.1794602 
## Iteration 1 lambda =  0.3578762 
## Iteration 2 lambda =  0.2294514 
## Iteration 3 lambda =  0.2037664 
## Iteration 4 lambda =  0.1986294 
## Iteration 5 lambda =  0.197602 
## Iteration 6 lambda =  0.1973966 
## Iteration 7 lambda =  0.1973555 
## Iteration 8 lambda =  0.1973472 
## Iteration 9 lambda =  0.1973456 
## Iteration 10 lambda =  0.1973453 
## Iteration 11 lambda =  0.1973452 
## Iteration 1 lambda =  0.3993532 
## Iteration 2 lambda =  0.2792238 
## Iteration 3 lambda =  0.2551979 
## Iteration 4 lambda =  0.2503927 
## Iteration 5 lambda =  0.2494317 
## Iteration 6 lambda =  0.2492395 
## Iteration 7 lambda =  0.2492011 
## Iteration 8 lambda =  0.2491934 
## Iteration 9 lambda =  0.2491918 
## Iteration 10 lambda =  0.2491915 
## Iteration 11 lambda =  0.2491915 
## Iteration 1 lambda =  0.3477656 
## Iteration 2 lambda =  0.2173187 
## Iteration 3 lambda =  0.1912293 
## Iteration 4 lambda =  0.1860114 
## Iteration 5 lambda =  0.1849679 
## Iteration 6 lambda =  0.1847592 
## Iteration 7 lambda =  0.1847174 
## Iteration 8 lambda =  0.1847091 
## Iteration 9 lambda =  0.1847074 
## Iteration 10 lambda =  0.1847071 
## Iteration 11 lambda =  0.184707 
## Iteration 1 lambda =  0.3605594 
## Iteration 2 lambda =  0.2326713 
## Iteration 3 lambda =  0.2070936 
## Iteration 4 lambda =  0.2019781 
## Iteration 5 lambda =  0.200955 
## Iteration 6 lambda =  0.2007504 
## Iteration 7 lambda =  0.2007095 
## Iteration 8 lambda =  0.2007013 
## Iteration 9 lambda =  0.2006996 
## Iteration 10 lambda =  0.2006993 
## Iteration 11 lambda =  0.2006992 
## Iteration 1 lambda =  0.3795865 
## Iteration 2 lambda =  0.2555037 
## Iteration 3 lambda =  0.2306872 
## Iteration 4 lambda =  0.2257239 
## Iteration 5 lambda =  0.2247312 
## Iteration 6 lambda =  0.2245327 
## Iteration 7 lambda =  0.224493 
## Iteration 8 lambda =  0.2244851 
## Iteration 9 lambda =  0.2244835 
## Iteration 10 lambda =  0.2244831 
## Iteration 11 lambda =  0.2244831 
## Iteration 1 lambda =  0.3574618 
## Iteration 2 lambda =  0.2289542 
## Iteration 3 lambda =  0.2032526 
## Iteration 4 lambda =  0.1981123 
## Iteration 5 lambda =  0.1970843 
## Iteration 6 lambda =  0.1968787 
## Iteration 7 lambda =  0.1968375 
## Iteration 8 lambda =  0.1968293 
## Iteration 9 lambda =  0.1968277 
## Iteration 10 lambda =  0.1968273 
## Iteration 11 lambda =  0.1968273 
## Iteration 1 lambda =  0.3859409 
## Iteration 2 lambda =  0.2631291 
## Iteration 3 lambda =  0.2385668 
## Iteration 4 lambda =  0.2336543 
## Iteration 5 lambda =  0.2326718 
## Iteration 6 lambda =  0.2324753 
## Iteration 7 lambda =  0.232436 
## Iteration 8 lambda =  0.2324281 
## Iteration 9 lambda =  0.2324266 
## Iteration 10 lambda =  0.2324262 
## Iteration 11 lambda =  0.2324262 
## Iteration 1 lambda =  0.3490119 
## Iteration 2 lambda =  0.2188142 
## Iteration 3 lambda =  0.1927747 
## Iteration 4 lambda =  0.1875668 
## Iteration 5 lambda =  0.1865252 
## Iteration 6 lambda =  0.1863169 
## Iteration 7 lambda =  0.1862753 
## Iteration 8 lambda =  0.1862669 
## Iteration 9 lambda =  0.1862653 
## Iteration 10 lambda =  0.1862649 
## Iteration 11 lambda =  0.1862649 
## Iteration 1 lambda =  0.3688867 
## Iteration 2 lambda =  0.242664 
## Iteration 3 lambda =  0.2174195 
## Iteration 4 lambda =  0.2123706 
## Iteration 5 lambda =  0.2113608 
## Iteration 6 lambda =  0.2111588 
## Iteration 7 lambda =  0.2111184 
## Iteration 8 lambda =  0.2111104 
## Iteration 9 lambda =  0.2111088 
## Iteration 10 lambda =  0.2111084 
## Iteration 11 lambda =  0.2111084 
## Iteration 1 lambda =  0.3515731 
## Iteration 2 lambda =  0.2218877 
## Iteration 3 lambda =  0.1959507 
## Iteration 4 lambda =  0.1907632 
## Iteration 5 lambda =  0.1897258 
## Iteration 6 lambda =  0.1895183 
## Iteration 7 lambda =  0.1894768 
## Iteration 8 lambda =  0.1894685 
## Iteration 9 lambda =  0.1894668 
## Iteration 10 lambda =  0.1894665 
## Iteration 11 lambda =  0.1894664 
## Iteration 1 lambda =  0.372733 
## Iteration 2 lambda =  0.2472796 
## Iteration 3 lambda =  0.222189 
## Iteration 4 lambda =  0.2171708 
## Iteration 5 lambda =  0.2161672 
## Iteration 6 lambda =  0.2159665 
## Iteration 7 lambda =  0.2159263 
## Iteration 8 lambda =  0.2159183 
## Iteration 9 lambda =  0.2159167 
## Iteration 10 lambda =  0.2159164 
## Iteration 11 lambda =  0.2159163 
## Iteration 1 lambda =  0.3280661 
## Iteration 2 lambda =  0.1936793 
## Iteration 3 lambda =  0.166802 
## Iteration 4 lambda =  0.1614265 
## Iteration 5 lambda =  0.1603514 
## Iteration 6 lambda =  0.1601364 
## Iteration 7 lambda =  0.1600934 
## Iteration 8 lambda =  0.1600848 
## Iteration 9 lambda =  0.160083 
## Iteration 10 lambda =  0.1600827 
## Iteration 11 lambda =  0.1600826 
## Iteration 1 lambda =  0.3774545 
## Iteration 2 lambda =  0.2529454 
## Iteration 3 lambda =  0.2280436 
## Iteration 4 lambda =  0.2230632 
## Iteration 5 lambda =  0.2220672 
## Iteration 6 lambda =  0.221868 
## Iteration 7 lambda =  0.2218281 
## Iteration 8 lambda =  0.2218201 
## Iteration 9 lambda =  0.2218186 
## Iteration 10 lambda =  0.2218182 
## Iteration 11 lambda =  0.2218182 
## Iteration 1 lambda =  0.3619573 
## Iteration 2 lambda =  0.2343487 
## Iteration 3 lambda =  0.208827 
## Iteration 4 lambda =  0.2037227 
## Iteration 5 lambda =  0.2027018 
## Iteration 6 lambda =  0.2024977 
## Iteration 7 lambda =  0.2024568 
## Iteration 8 lambda =  0.2024487 
## Iteration 9 lambda =  0.202447 
## Iteration 10 lambda =  0.2024467 
## Iteration 11 lambda =  0.2024466 
## Iteration 1 lambda =  0.3609074 
## Iteration 2 lambda =  0.2330889 
## Iteration 3 lambda =  0.2075252 
## Iteration 4 lambda =  0.2024124 
## Iteration 5 lambda =  0.2013899 
## Iteration 6 lambda =  0.2011854 
## Iteration 7 lambda =  0.2011445 
## Iteration 8 lambda =  0.2011363 
## Iteration 9 lambda =  0.2011347 
## Iteration 10 lambda =  0.2011343 
## Iteration 11 lambda =  0.2011343 
## Iteration 1 lambda =  0.3651412 
## Iteration 2 lambda =  0.2381695 
## Iteration 3 lambda =  0.2127751 
## Iteration 4 lambda =  0.2076963 
## Iteration 5 lambda =  0.2066805 
## Iteration 6 lambda =  0.2064773 
## Iteration 7 lambda =  0.2064367 
## Iteration 8 lambda =  0.2064286 
## Iteration 9 lambda =  0.206427 
## Iteration 10 lambda =  0.2064266 
## Iteration 11 lambda =  0.2064266 
## Iteration 1 lambda =  0.3616104 
## Iteration 2 lambda =  0.2339325 
## Iteration 3 lambda =  0.208397 
## Iteration 4 lambda =  0.2032898 
## Iteration 5 lambda =  0.2022684 
## Iteration 6 lambda =  0.2020641 
## Iteration 7 lambda =  0.2020233 
## Iteration 8 lambda =  0.2020151 
## Iteration 9 lambda =  0.2020135 
## Iteration 10 lambda =  0.2020131 
## Iteration 11 lambda =  0.2020131 
## Iteration 1 lambda =  0.3811423 
## Iteration 2 lambda =  0.2573707 
## Iteration 3 lambda =  0.2326164 
## Iteration 4 lambda =  0.2276656 
## Iteration 5 lambda =  0.2266754 
## Iteration 6 lambda =  0.2264774 
## Iteration 7 lambda =  0.2264378 
## Iteration 8 lambda =  0.2264298 
## Iteration 9 lambda =  0.2264282 
## Iteration 10 lambda =  0.2264279 
## Iteration 11 lambda =  0.2264279 
## Iteration 1 lambda =  0.3800469 
## Iteration 2 lambda =  0.2560563 
## Iteration 3 lambda =  0.2312582 
## Iteration 4 lambda =  0.2262986 
## Iteration 5 lambda =  0.2253066 
## Iteration 6 lambda =  0.2251082 
## Iteration 7 lambda =  0.2250686 
## Iteration 8 lambda =  0.2250606 
## Iteration 9 lambda =  0.225059 
## Iteration 10 lambda =  0.2250587 
## Iteration 11 lambda =  0.2250587 
## Iteration 1 lambda =  0.3484037 
## Iteration 2 lambda =  0.2180844 
## Iteration 3 lambda =  0.1920206 
## Iteration 4 lambda =  0.1868078 
## Iteration 5 lambda =  0.1857653 
## Iteration 6 lambda =  0.1855567 
## Iteration 7 lambda =  0.185515 
## Iteration 8 lambda =  0.1855067 
## Iteration 9 lambda =  0.185505 
## Iteration 10 lambda =  0.1855047 
## Iteration 11 lambda =  0.1855046 
## Iteration 1 lambda =  0.4025153 
## Iteration 2 lambda =  0.2830183 
## Iteration 3 lambda =  0.2591189 
## Iteration 4 lambda =  0.2543391 
## Iteration 5 lambda =  0.2533831 
## Iteration 6 lambda =  0.2531919 
## Iteration 7 lambda =  0.2531537 
## Iteration 8 lambda =  0.253146 
## Iteration 9 lambda =  0.2531445 
## Iteration 10 lambda =  0.2531442 
## Iteration 11 lambda =  0.2531441 
## Iteration 1 lambda =  0.3523453 
## Iteration 2 lambda =  0.2228144 
## Iteration 3 lambda =  0.1969082 
## Iteration 4 lambda =  0.1917269 
## Iteration 5 lambda =  0.1906907 
## Iteration 6 lambda =  0.1904834 
## Iteration 7 lambda =  0.190442 
## Iteration 8 lambda =  0.1904337 
## Iteration 9 lambda =  0.190432 
## Iteration 10 lambda =  0.1904317 
## Iteration 11 lambda =  0.1904316 
## Iteration 1 lambda =  0.3163677 
## Iteration 2 lambda =  0.1796412 
## Iteration 3 lambda =  0.1522959 
## Iteration 4 lambda =  0.1468269 
## Iteration 5 lambda =  0.145733 
## Iteration 6 lambda =  0.1455143 
## Iteration 7 lambda =  0.1454705 
## Iteration 8 lambda =  0.1454618 
## Iteration 9 lambda =  0.14546 
## Iteration 10 lambda =  0.1454597 
## Iteration 11 lambda =  0.1454596 
## Iteration 1 lambda =  0.316371 
## Iteration 2 lambda =  0.1796452 
## Iteration 3 lambda =  0.1523 
## Iteration 4 lambda =  0.146831 
## Iteration 5 lambda =  0.1457372 
## Iteration 6 lambda =  0.1455184 
## Iteration 7 lambda =  0.1454747 
## Iteration 8 lambda =  0.1454659 
## Iteration 9 lambda =  0.1454642 
## Iteration 10 lambda =  0.1454638 
## Iteration 11 lambda =  0.1454638 
## Iteration 1 lambda =  0.3222049 
## Iteration 2 lambda =  0.1866458 
## Iteration 3 lambda =  0.159534 
## Iteration 4 lambda =  0.1541117 
## Iteration 5 lambda =  0.1530272 
## Iteration 6 lambda =  0.1528103 
## Iteration 7 lambda =  0.1527669 
## Iteration 8 lambda =  0.1527583 
## Iteration 9 lambda =  0.1527565 
## Iteration 10 lambda =  0.1527562 
## Iteration 11 lambda =  0.1527561 
## Iteration 1 lambda =  0.3360841 
## Iteration 2 lambda =  0.203301 
## Iteration 3 lambda =  0.1767443 
## Iteration 4 lambda =  0.171433 
## Iteration 5 lambda =  0.1703707 
## Iteration 6 lambda =  0.1701583 
## Iteration 7 lambda =  0.1701158 
## Iteration 8 lambda =  0.1701073 
## Iteration 9 lambda =  0.1701056 
## Iteration 10 lambda =  0.1701052 
## Iteration 11 lambda =  0.1701052 
## Iteration 1 lambda =  0.3363818 
## Iteration 2 lambda =  0.2036582 
## Iteration 3 lambda =  0.1771134 
## Iteration 4 lambda =  0.1718045 
## Iteration 5 lambda =  0.1707427 
## Iteration 6 lambda =  0.1705303 
## Iteration 7 lambda =  0.1704879 
## Iteration 8 lambda =  0.1704794 
## Iteration 9 lambda =  0.1704777 
## Iteration 10 lambda =  0.1704773 
## Iteration 11 lambda =  0.1704773 
## Iteration 1 lambda =  0.3760844 
## Iteration 2 lambda =  0.2513013 
## Iteration 3 lambda =  0.2263447 
## Iteration 4 lambda =  0.2213533 
## Iteration 5 lambda =  0.2203551 
## Iteration 6 lambda =  0.2201554 
## Iteration 7 lambda =  0.2201155 
## Iteration 8 lambda =  0.2201075 
## Iteration 9 lambda =  0.2201059 
## Iteration 10 lambda =  0.2201056 
## Iteration 11 lambda =  0.2201055 
## Iteration 1 lambda =  0.3417808 
## Iteration 2 lambda =  0.2101369 
## Iteration 3 lambda =  0.1838081 
## Iteration 4 lambda =  0.1785424 
## Iteration 5 lambda =  0.1774892 
## Iteration 6 lambda =  0.1772786 
## Iteration 7 lambda =  0.1772365 
## Iteration 8 lambda =  0.1772281 
## Iteration 9 lambda =  0.1772264 
## Iteration 10 lambda =  0.177226 
## Iteration 11 lambda =  0.177226 
## Iteration 1 lambda =  0.3658461 
## Iteration 2 lambda =  0.2390154 
## Iteration 3 lambda =  0.2136492 
## Iteration 4 lambda =  0.208576 
## Iteration 5 lambda =  0.2075613 
## Iteration 6 lambda =  0.2073584 
## Iteration 7 lambda =  0.2073178 
## Iteration 8 lambda =  0.2073097 
## Iteration 9 lambda =  0.2073081 
## Iteration 10 lambda =  0.2073078 
## Iteration 11 lambda =  0.2073077 
## Iteration 1 lambda =  0.3256769 
## Iteration 2 lambda =  0.1908123 
## Iteration 3 lambda =  0.1638393 
## Iteration 4 lambda =  0.1584448 
## Iteration 5 lambda =  0.1573658 
## Iteration 6 lambda =  0.1571501 
## Iteration 7 lambda =  0.1571069 
## Iteration 8 lambda =  0.1570983 
## Iteration 9 lambda =  0.1570965 
## Iteration 10 lambda =  0.1570962 
## Iteration 11 lambda =  0.1570961 
## Iteration 1 lambda =  0.3713596 
## Iteration 2 lambda =  0.2456316 
## Iteration 3 lambda =  0.220486 
## Iteration 4 lambda =  0.2154568 
## Iteration 5 lambda =  0.214451 
## Iteration 6 lambda =  0.2142498 
## Iteration 7 lambda =  0.2142096 
## Iteration 8 lambda =  0.2142016 
## Iteration 9 lambda =  0.2142 
## Iteration 10 lambda =  0.2141996 
## Iteration 11 lambda =  0.2141996 
## Iteration 1 lambda =  0.374212 
## Iteration 2 lambda =  0.2490544 
## Iteration 3 lambda =  0.2240229 
## Iteration 4 lambda =  0.2190166 
## Iteration 5 lambda =  0.2180153 
## Iteration 6 lambda =  0.217815 
## Iteration 7 lambda =  0.217775 
## Iteration 8 lambda =  0.217767 
## Iteration 9 lambda =  0.2177654 
## Iteration 10 lambda =  0.2177651 
## Iteration 11 lambda =  0.217765 
## Iteration 1 lambda =  0.3347705 
## Iteration 2 lambda =  0.2017246 
## Iteration 3 lambda =  0.1751154 
## Iteration 4 lambda =  0.1697936 
## Iteration 5 lambda =  0.1687292 
## Iteration 6 lambda =  0.1685163 
## Iteration 7 lambda =  0.1684737 
## Iteration 8 lambda =  0.1684652 
## Iteration 9 lambda =  0.1684635 
## Iteration 10 lambda =  0.1684632 
## Iteration 11 lambda =  0.1684631 
## Iteration 1 lambda =  0.4105559 
## Iteration 2 lambda =  0.2926671 
## Iteration 3 lambda =  0.2690893 
## Iteration 4 lambda =  0.2643737 
## Iteration 5 lambda =  0.2634306 
## Iteration 6 lambda =  0.263242 
## Iteration 7 lambda =  0.2632043 
## Iteration 8 lambda =  0.2631967 
## Iteration 9 lambda =  0.2631952 
## Iteration 10 lambda =  0.2631949 
## Iteration 11 lambda =  0.2631949 
## Iteration 1 lambda =  0.3695511 
## Iteration 2 lambda =  0.2434613 
## Iteration 3 lambda =  0.2182434 
## Iteration 4 lambda =  0.2131998 
## Iteration 5 lambda =  0.2121911 
## Iteration 6 lambda =  0.2119893 
## Iteration 7 lambda =  0.211949 
## Iteration 8 lambda =  0.2119409 
## Iteration 9 lambda =  0.2119393 
## Iteration 10 lambda =  0.211939 
## Iteration 11 lambda =  0.2119389 
## Iteration 1 lambda =  0.3698371 
## Iteration 2 lambda =  0.2438045 
## Iteration 3 lambda =  0.218598 
## Iteration 4 lambda =  0.2135567 
## Iteration 5 lambda =  0.2125485 
## Iteration 6 lambda =  0.2123468 
## Iteration 7 lambda =  0.2123065 
## Iteration 8 lambda =  0.2122984 
## Iteration 9 lambda =  0.2122968 
## Iteration 10 lambda =  0.2122965 
## Iteration 11 lambda =  0.2122964 
## Iteration 1 lambda =  0.3512286 
## Iteration 2 lambda =  0.2214743 
## Iteration 3 lambda =  0.1955234 
## Iteration 4 lambda =  0.1903333 
## Iteration 5 lambda =  0.1892952 
## Iteration 6 lambda =  0.1890876 
## Iteration 7 lambda =  0.1890461 
## Iteration 8 lambda =  0.1890378 
## Iteration 9 lambda =  0.1890361 
## Iteration 10 lambda =  0.1890358 
## Iteration 11 lambda =  0.1890357 
## Iteration 1 lambda =  0.3550376 
## Iteration 2 lambda =  0.2260452 
## Iteration 3 lambda =  0.2002467 
## Iteration 4 lambda =  0.195087 
## Iteration 5 lambda =  0.194055 
## Iteration 6 lambda =  0.1938487 
## Iteration 7 lambda =  0.1938074 
## Iteration 8 lambda =  0.1937991 
## Iteration 9 lambda =  0.1937975 
## Iteration 10 lambda =  0.1937971 
## Iteration 11 lambda =  0.1937971 
## Iteration 1 lambda =  0.3596148 
## Iteration 2 lambda =  0.2315378 
## Iteration 3 lambda =  0.2059224 
## Iteration 4 lambda =  0.2007993 
## Iteration 5 lambda =  0.1997747 
## Iteration 6 lambda =  0.1995698 
## Iteration 7 lambda =  0.1995288 
## Iteration 8 lambda =  0.1995206 
## Iteration 9 lambda =  0.199519 
## Iteration 10 lambda =  0.1995186 
## Iteration 11 lambda =  0.1995186 
## Iteration 1 lambda =  0.3708132 
## Iteration 2 lambda =  0.2449758 
## Iteration 3 lambda =  0.2198083 
## Iteration 4 lambda =  0.2147748 
## Iteration 5 lambda =  0.2137681 
## Iteration 6 lambda =  0.2135668 
## Iteration 7 lambda =  0.2135265 
## Iteration 8 lambda =  0.2135185 
## Iteration 9 lambda =  0.2135169 
## Iteration 10 lambda =  0.2135165 
## Iteration 11 lambda =  0.2135165 
## Iteration 1 lambda =  0.3782371 
## Iteration 2 lambda =  0.2538845 
## Iteration 3 lambda =  0.229014 
## Iteration 4 lambda =  0.2240399 
## Iteration 5 lambda =  0.2230451 
## Iteration 6 lambda =  0.2228461 
## Iteration 7 lambda =  0.2228063 
## Iteration 8 lambda =  0.2227984 
## Iteration 9 lambda =  0.2227968 
## Iteration 10 lambda =  0.2227965 
## Iteration 11 lambda =  0.2227964 
## Iteration 1 lambda =  0.3559432 
## Iteration 2 lambda =  0.2271319 
## Iteration 3 lambda =  0.2013696 
## Iteration 4 lambda =  0.1962172 
## Iteration 5 lambda =  0.1951867 
## Iteration 6 lambda =  0.1949806 
## Iteration 7 lambda =  0.1949393 
## Iteration 8 lambda =  0.1949311 
## Iteration 9 lambda =  0.1949295 
## Iteration 10 lambda =  0.1949291 
## Iteration 11 lambda =  0.1949291 
## Iteration 1 lambda =  0.3605804 
## Iteration 2 lambda =  0.2326965 
## Iteration 3 lambda =  0.2071198 
## Iteration 4 lambda =  0.2020044 
## Iteration 5 lambda =  0.2009813 
## Iteration 6 lambda =  0.2007767 
## Iteration 7 lambda =  0.2007358 
## Iteration 8 lambda =  0.2007276 
## Iteration 9 lambda =  0.200726 
## Iteration 10 lambda =  0.2007256 
## Iteration 11 lambda =  0.2007256 
## Iteration 1 lambda =  0.3688845 
## Iteration 2 lambda =  0.2426614 
## Iteration 3 lambda =  0.2174167 
## Iteration 4 lambda =  0.2123678 
## Iteration 5 lambda =  0.211358 
## Iteration 6 lambda =  0.2111561 
## Iteration 7 lambda =  0.2111157 
## Iteration 8 lambda =  0.2111076 
## Iteration 9 lambda =  0.211106 
## Iteration 10 lambda =  0.2111057 
## Iteration 11 lambda =  0.2111056 
## Iteration 1 lambda =  0.4254385 
## Iteration 2 lambda =  0.3105261 
## Iteration 3 lambda =  0.2875437 
## Iteration 4 lambda =  0.2829472 
## Iteration 5 lambda =  0.2820279 
## Iteration 6 lambda =  0.281844 
## Iteration 7 lambda =  0.2818073 
## Iteration 8 lambda =  0.2817999 
## Iteration 9 lambda =  0.2817984 
## Iteration 10 lambda =  0.2817981 
## Iteration 11 lambda =  0.2817981 
## Iteration 1 lambda =  0.3219054 
## Iteration 2 lambda =  0.1862865 
## Iteration 3 lambda =  0.1591627 
## Iteration 4 lambda =  0.1537379 
## Iteration 5 lambda =  0.152653 
## Iteration 6 lambda =  0.152436 
## Iteration 7 lambda =  0.1523926 
## Iteration 8 lambda =  0.1523839 
## Iteration 9 lambda =  0.1523822 
## Iteration 10 lambda =  0.1523818 
## Iteration 11 lambda =  0.1523818 
## Iteration 1 lambda =  0.3103313 
## Iteration 2 lambda =  0.1723976 
## Iteration 3 lambda =  0.1448108 
## Iteration 4 lambda =  0.1392935 
## Iteration 5 lambda =  0.13819 
## Iteration 6 lambda =  0.1379693 
## Iteration 7 lambda =  0.1379252 
## Iteration 8 lambda =  0.1379164 
## Iteration 9 lambda =  0.1379146 
## Iteration 10 lambda =  0.1379142 
## Iteration 11 lambda =  0.1379142 
## Iteration 1 lambda =  0.3847907 
## Iteration 2 lambda =  0.2617489 
## Iteration 3 lambda =  0.2371405 
## Iteration 4 lambda =  0.2322188 
## Iteration 5 lambda =  0.2312345 
## Iteration 6 lambda =  0.2310376 
## Iteration 7 lambda =  0.2309982 
## Iteration 8 lambda =  0.2309904 
## Iteration 9 lambda =  0.2309888 
## Iteration 10 lambda =  0.2309885 
## Iteration 11 lambda =  0.2309884 
## Iteration 1 lambda =  0.3104218 
## Iteration 2 lambda =  0.1725062 
## Iteration 3 lambda =  0.1449231 
## Iteration 4 lambda =  0.1394065 
## Iteration 5 lambda =  0.1383031 
## Iteration 6 lambda =  0.1380825 
## Iteration 7 lambda =  0.1380383 
## Iteration 8 lambda =  0.1380295 
## Iteration 9 lambda =  0.1380277 
## Iteration 10 lambda =  0.1380274 
## Iteration 11 lambda =  0.1380273 
## Iteration 1 lambda =  0.3163364 
## Iteration 2 lambda =  0.1796037 
## Iteration 3 lambda =  0.1522571 
## Iteration 4 lambda =  0.1467878 
## Iteration 5 lambda =  0.145694 
## Iteration 6 lambda =  0.1454752 
## Iteration 7 lambda =  0.1454314 
## Iteration 8 lambda =  0.1454227 
## Iteration 9 lambda =  0.1454209 
## Iteration 10 lambda =  0.1454206 
## Iteration 11 lambda =  0.1454205 
## Iteration 1 lambda =  0.3338494 
## Iteration 2 lambda =  0.2006192 
## Iteration 3 lambda =  0.1739732 
## Iteration 4 lambda =  0.168644 
## Iteration 5 lambda =  0.1675782 
## Iteration 6 lambda =  0.167365 
## Iteration 7 lambda =  0.1673224 
## Iteration 8 lambda =  0.1673138 
## Iteration 9 lambda =  0.1673121 
## Iteration 10 lambda =  0.1673118 
## Iteration 11 lambda =  0.1673117 
## Iteration 1 lambda =  0.4054694 
## Iteration 2 lambda =  0.2865632 
## Iteration 3 lambda =  0.262782 
## Iteration 4 lambda =  0.2580258 
## Iteration 5 lambda =  0.2570745 
## Iteration 6 lambda =  0.2568843 
## Iteration 7 lambda =  0.2568462 
## Iteration 8 lambda =  0.2568386 
## Iteration 9 lambda =  0.2568371 
## Iteration 10 lambda =  0.2568368 
## Iteration 11 lambda =  0.2568367 
## Iteration 1 lambda =  0.3379594 
## Iteration 2 lambda =  0.2055513 
## Iteration 3 lambda =  0.1790697 
## Iteration 4 lambda =  0.1737733 
## Iteration 5 lambda =  0.1727141 
## Iteration 6 lambda =  0.1725022 
## Iteration 7 lambda =  0.1724598 
## Iteration 8 lambda =  0.1724514 
## Iteration 9 lambda =  0.1724497 
## Iteration 10 lambda =  0.1724493 
## Iteration 11 lambda =  0.1724493 
## Iteration 1 lambda =  0.3467876 
## Iteration 2 lambda =  0.2161452 
## Iteration 3 lambda =  0.1900167 
## Iteration 4 lambda =  0.184791 
## Iteration 5 lambda =  0.1837458 
## Iteration 6 lambda =  0.1835368 
## Iteration 7 lambda =  0.183495 
## Iteration 8 lambda =  0.1834866 
## Iteration 9 lambda =  0.183485 
## Iteration 10 lambda =  0.1834846 
## Iteration 11 lambda =  0.1834846 
## Iteration 1 lambda =  0.3655899 
## Iteration 2 lambda =  0.2387079 
## Iteration 3 lambda =  0.2133315 
## Iteration 4 lambda =  0.2082563 
## Iteration 5 lambda =  0.2072412 
## Iteration 6 lambda =  0.2070382 
## Iteration 7 lambda =  0.2069976 
## Iteration 8 lambda =  0.2069895 
## Iteration 9 lambda =  0.2069878 
## Iteration 10 lambda =  0.2069875 
## Iteration 11 lambda =  0.2069875 
## Iteration 1 lambda =  0.3816574 
## Iteration 2 lambda =  0.2579888 
## Iteration 3 lambda =  0.2332551 
## Iteration 4 lambda =  0.2283084 
## Iteration 5 lambda =  0.227319 
## Iteration 6 lambda =  0.2271212 
## Iteration 7 lambda =  0.2270816 
## Iteration 8 lambda =  0.2270737 
## Iteration 9 lambda =  0.2270721 
## Iteration 10 lambda =  0.2270718 
## Iteration 11 lambda =  0.2270717 
## Iteration 1 lambda =  0.3464178 
## Iteration 2 lambda =  0.2157013 
## Iteration 3 lambda =  0.189558 
## Iteration 4 lambda =  0.1843294 
## Iteration 5 lambda =  0.1832836 
## Iteration 6 lambda =  0.1830745 
## Iteration 7 lambda =  0.1830327 
## Iteration 8 lambda =  0.1830243 
## Iteration 9 lambda =  0.1830226 
## Iteration 10 lambda =  0.1830223 
## Iteration 11 lambda =  0.1830222 
## Iteration 1 lambda =  0.3856498 
## Iteration 2 lambda =  0.2627798 
## Iteration 3 lambda =  0.2382057 
## Iteration 4 lambda =  0.2332909 
## Iteration 5 lambda =  0.232308 
## Iteration 6 lambda =  0.2321114 
## Iteration 7 lambda =  0.2320721 
## Iteration 8 lambda =  0.2320642 
## Iteration 9 lambda =  0.2320626 
## Iteration 10 lambda =  0.2320623 
## Iteration 11 lambda =  0.2320623 
## Iteration 1 lambda =  0.3775966 
## Iteration 2 lambda =  0.253116 
## Iteration 3 lambda =  0.2282198 
## Iteration 4 lambda =  0.2232406 
## Iteration 5 lambda =  0.2222447 
## Iteration 6 lambda =  0.2220456 
## Iteration 7 lambda =  0.2220057 
## Iteration 8 lambda =  0.2219978 
## Iteration 9 lambda =  0.2219962 
## Iteration 10 lambda =  0.2219959 
## Iteration 11 lambda =  0.2219958 
## Iteration 1 lambda =  0.3901701 
## Iteration 2 lambda =  0.2682041 
## Iteration 3 lambda =  0.2438109 
## Iteration 4 lambda =  0.2389322 
## Iteration 5 lambda =  0.2379565 
## Iteration 6 lambda =  0.2377614 
## Iteration 7 lambda =  0.2377223 
## Iteration 8 lambda =  0.2377145 
## Iteration 9 lambda =  0.237713 
## Iteration 10 lambda =  0.2377126 
## Iteration 11 lambda =  0.2377126 
## Iteration 1 lambda =  0.3139366 
## Iteration 2 lambda =  0.1767239 
## Iteration 3 lambda =  0.1492813 
## Iteration 4 lambda =  0.1437928 
## Iteration 5 lambda =  0.1426951 
## Iteration 6 lambda =  0.1424756 
## Iteration 7 lambda =  0.1424317 
## Iteration 8 lambda =  0.1424229 
## Iteration 9 lambda =  0.1424212 
## Iteration 10 lambda =  0.1424208 
## Iteration 11 lambda =  0.1424207 
## Iteration 1 lambda =  0.3601286 
## Iteration 2 lambda =  0.2321544 
## Iteration 3 lambda =  0.2065595 
## Iteration 4 lambda =  0.2014405 
## Iteration 5 lambda =  0.2004167 
## Iteration 6 lambda =  0.200212 
## Iteration 7 lambda =  0.200171 
## Iteration 8 lambda =  0.2001628 
## Iteration 9 lambda =  0.2001612 
## Iteration 10 lambda =  0.2001609 
## Iteration 11 lambda =  0.2001608 
## Iteration 1 lambda =  0.3888985 
## Iteration 2 lambda =  0.2666782 
## Iteration 3 lambda =  0.2422341 
## Iteration 4 lambda =  0.2373453 
## Iteration 5 lambda =  0.2363675 
## Iteration 6 lambda =  0.236172 
## Iteration 7 lambda =  0.2361329 
## Iteration 8 lambda =  0.2361251 
## Iteration 9 lambda =  0.2361235 
## Iteration 10 lambda =  0.2361232 
## Iteration 11 lambda =  0.2361231 
## Iteration 1 lambda =  0.388123 
## Iteration 2 lambda =  0.2657476 
## Iteration 3 lambda =  0.2412725 
## Iteration 4 lambda =  0.2363775 
## Iteration 5 lambda =  0.2353985 
## Iteration 6 lambda =  0.2352027 
## Iteration 7 lambda =  0.2351635 
## Iteration 8 lambda =  0.2351557 
## Iteration 9 lambda =  0.2351541 
## Iteration 10 lambda =  0.2351538 
## Iteration 11 lambda =  0.2351537 
## Iteration 1 lambda =  0.3313557 
## Iteration 2 lambda =  0.1976268 
## Iteration 3 lambda =  0.1708811 
## Iteration 4 lambda =  0.1655319 
## Iteration 5 lambda =  0.1644621 
## Iteration 6 lambda =  0.1642481 
## Iteration 7 lambda =  0.1642053 
## Iteration 8 lambda =  0.1641968 
## Iteration 9 lambda =  0.1641951 
## Iteration 10 lambda =  0.1641947 
## Iteration 11 lambda =  0.1641946 
## Iteration 1 lambda =  0.3758238 
## Iteration 2 lambda =  0.2509885 
## Iteration 3 lambda =  0.2260215 
## Iteration 4 lambda =  0.2210281 
## Iteration 5 lambda =  0.2200294 
## Iteration 6 lambda =  0.2198296 
## Iteration 7 lambda =  0.2197897 
## Iteration 8 lambda =  0.2197817 
## Iteration 9 lambda =  0.2197801 
## Iteration 10 lambda =  0.2197798 
## Iteration 11 lambda =  0.2197797 
## Iteration 1 lambda =  0.3557164 
## Iteration 2 lambda =  0.2268597 
## Iteration 3 lambda =  0.2010883 
## Iteration 4 lambda =  0.1959341 
## Iteration 5 lambda =  0.1949032 
## Iteration 6 lambda =  0.194697 
## Iteration 7 lambda =  0.1946558 
## Iteration 8 lambda =  0.1946476 
## Iteration 9 lambda =  0.1946459 
## Iteration 10 lambda =  0.1946456 
## Iteration 11 lambda =  0.1946455 
## Iteration 1 lambda =  0.3579935 
## Iteration 2 lambda =  0.2295922 
## Iteration 3 lambda =  0.203912 
## Iteration 4 lambda =  0.1987759 
## Iteration 5 lambda =  0.1977487 
## Iteration 6 lambda =  0.1975432 
## Iteration 7 lambda =  0.1975022 
## Iteration 8 lambda =  0.1974939 
## Iteration 9 lambda =  0.1974923 
## Iteration 10 lambda =  0.197492 
## Iteration 11 lambda =  0.1974919 
## Iteration 1 lambda =  0.3468773 
## Iteration 2 lambda =  0.2162528 
## Iteration 3 lambda =  0.1901279 
## Iteration 4 lambda =  0.1849029 
## Iteration 5 lambda =  0.1838579 
## Iteration 6 lambda =  0.1836489 
## Iteration 7 lambda =  0.1836071 
## Iteration 8 lambda =  0.1835987 
## Iteration 9 lambda =  0.1835971 
## Iteration 10 lambda =  0.1835967 
## Iteration 11 lambda =  0.1835967 
## Iteration 1 lambda =  0.3972914 
## Iteration 2 lambda =  0.2767496 
## Iteration 3 lambda =  0.2526413 
## Iteration 4 lambda =  0.2478196 
## Iteration 5 lambda =  0.2468553 
## Iteration 6 lambda =  0.2466624 
## Iteration 7 lambda =  0.2466238 
## Iteration 8 lambda =  0.2466161 
## Iteration 9 lambda =  0.2466146 
## Iteration 10 lambda =  0.2466143 
## Iteration 11 lambda =  0.2466142 
## Iteration 1 lambda =  0.3534746 
## Iteration 2 lambda =  0.2241695 
## Iteration 3 lambda =  0.1983085 
## Iteration 4 lambda =  0.1931363 
## Iteration 5 lambda =  0.1921018 
## Iteration 6 lambda =  0.1918949 
## Iteration 7 lambda =  0.1918536 
## Iteration 8 lambda =  0.1918453 
## Iteration 9 lambda =  0.1918436 
## Iteration 10 lambda =  0.1918433 
## Iteration 11 lambda =  0.1918432 
## Iteration 1 lambda =  0.3433531 
## Iteration 2 lambda =  0.2120237 
## Iteration 3 lambda =  0.1857578 
## Iteration 4 lambda =  0.1805046 
## Iteration 5 lambda =  0.179454 
## Iteration 6 lambda =  0.1792439 
## Iteration 7 lambda =  0.1792018 
## Iteration 8 lambda =  0.1791934 
## Iteration 9 lambda =  0.1791917 
## Iteration 10 lambda =  0.1791914 
## Iteration 11 lambda =  0.1791913 
## Iteration 1 lambda =  0.3578437 
## Iteration 2 lambda =  0.2294125 
## Iteration 3 lambda =  0.2037262 
## Iteration 4 lambda =  0.198589 
## Iteration 5 lambda =  0.1975615 
## Iteration 6 lambda =  0.1973561 
## Iteration 7 lambda =  0.197315 
## Iteration 8 lambda =  0.1973067 
## Iteration 9 lambda =  0.1973051 
## Iteration 10 lambda =  0.1973048 
## Iteration 11 lambda =  0.1973047 
## Iteration 1 lambda =  0.3457001 
## Iteration 2 lambda =  0.2148401 
## Iteration 3 lambda =  0.1886681 
## Iteration 4 lambda =  0.1834337 
## Iteration 5 lambda =  0.1823869 
## Iteration 6 lambda =  0.1821775 
## Iteration 7 lambda =  0.1821356 
## Iteration 8 lambda =  0.1821272 
## Iteration 9 lambda =  0.1821256 
## Iteration 10 lambda =  0.1821252 
## Iteration 11 lambda =  0.1821252 
## Iteration 1 lambda =  0.4019481 
## Iteration 2 lambda =  0.2823378 
## Iteration 3 lambda =  0.2584157 
## Iteration 4 lambda =  0.2536313 
## Iteration 5 lambda =  0.2526744 
## Iteration 6 lambda =  0.252483 
## Iteration 7 lambda =  0.2524448 
## Iteration 8 lambda =  0.2524371 
## Iteration 9 lambda =  0.2524356 
## Iteration 10 lambda =  0.2524353 
## Iteration 11 lambda =  0.2524352 
## Iteration 1 lambda =  0.3333357 
## Iteration 2 lambda =  0.2000029 
## Iteration 3 lambda =  0.1733363 
## Iteration 4 lambda =  0.168003 
## Iteration 5 lambda =  0.1669363 
## Iteration 6 lambda =  0.166723 
## Iteration 7 lambda =  0.1666803 
## Iteration 8 lambda =  0.1666718 
## Iteration 9 lambda =  0.1666701 
## Iteration 10 lambda =  0.1666697 
## Iteration 11 lambda =  0.1666697 
## Iteration 1 lambda =  0.3669031 
## Iteration 2 lambda =  0.2402838 
## Iteration 3 lambda =  0.2149599 
## Iteration 4 lambda =  0.2098951 
## Iteration 5 lambda =  0.2088822 
## Iteration 6 lambda =  0.2086796 
## Iteration 7 lambda =  0.2086391 
## Iteration 8 lambda =  0.208631 
## Iteration 9 lambda =  0.2086293 
## Iteration 10 lambda =  0.208629 
## Iteration 11 lambda =  0.2086289 
## Iteration 1 lambda =  0.3018131 
## Iteration 2 lambda =  0.1621758 
## Iteration 3 lambda =  0.1342483 
## Iteration 4 lambda =  0.1286628 
## Iteration 5 lambda =  0.1275457 
## Iteration 6 lambda =  0.1273223 
## Iteration 7 lambda =  0.1272776 
## Iteration 8 lambda =  0.1272686 
## Iteration 9 lambda =  0.1272669 
## Iteration 10 lambda =  0.1272665 
## Iteration 11 lambda =  0.1272664 
## Iteration 1 lambda =  0.3610045 
## Iteration 2 lambda =  0.2332054 
## Iteration 3 lambda =  0.2076456 
## Iteration 4 lambda =  0.2025336 
## Iteration 5 lambda =  0.2015112 
## Iteration 6 lambda =  0.2013067 
## Iteration 7 lambda =  0.2012658 
## Iteration 8 lambda =  0.2012577 
## Iteration 9 lambda =  0.201256 
## Iteration 10 lambda =  0.2012557 
## Iteration 11 lambda =  0.2012556 
## Iteration 1 lambda =  0.3525014 
## Iteration 2 lambda =  0.2230017 
## Iteration 3 lambda =  0.1971017 
## Iteration 4 lambda =  0.1919218 
## Iteration 5 lambda =  0.1908858 
## Iteration 6 lambda =  0.1906786 
## Iteration 7 lambda =  0.1906371 
## Iteration 8 lambda =  0.1906288 
## Iteration 9 lambda =  0.1906272 
## Iteration 10 lambda =  0.1906268 
## Iteration 11 lambda =  0.1906268 
## Iteration 1 lambda =  0.3505198 
## Iteration 2 lambda =  0.2206238 
## Iteration 3 lambda =  0.1946445 
## Iteration 4 lambda =  0.1894487 
## Iteration 5 lambda =  0.1884095 
## Iteration 6 lambda =  0.1882017 
## Iteration 7 lambda =  0.1881601 
## Iteration 8 lambda =  0.1881518 
## Iteration 9 lambda =  0.1881502 
## Iteration 10 lambda =  0.1881498 
## Iteration 11 lambda =  0.1881498 
## Iteration 1 lambda =  0.3510899 
## Iteration 2 lambda =  0.2213079 
## Iteration 3 lambda =  0.1953515 
## Iteration 4 lambda =  0.1901602 
## Iteration 5 lambda =  0.1891219 
## Iteration 6 lambda =  0.1889143 
## Iteration 7 lambda =  0.1888728 
## Iteration 8 lambda =  0.1888645 
## Iteration 9 lambda =  0.1888628 
## Iteration 10 lambda =  0.1888625 
## Iteration 11 lambda =  0.1888624 
## Iteration 1 lambda =  0.3643359 
## Iteration 2 lambda =  0.2372031 
## Iteration 3 lambda =  0.2117765 
## Iteration 4 lambda =  0.2066912 
## Iteration 5 lambda =  0.2056741 
## Iteration 6 lambda =  0.2054707 
## Iteration 7 lambda =  0.20543 
## Iteration 8 lambda =  0.2054219 
## Iteration 9 lambda =  0.2054203 
## Iteration 10 lambda =  0.2054199 
## Iteration 11 lambda =  0.2054199 
## Iteration 1 lambda =  0.3692225 
## Iteration 2 lambda =  0.243067 
## Iteration 3 lambda =  0.2178359 
## Iteration 4 lambda =  0.2127896 
## Iteration 5 lambda =  0.2117804 
## Iteration 6 lambda =  0.2115785 
## Iteration 7 lambda =  0.2115382 
## Iteration 8 lambda =  0.2115301 
## Iteration 9 lambda =  0.2115285 
## Iteration 10 lambda =  0.2115282 
## Iteration 11 lambda =  0.2115281 
## Iteration 1 lambda =  0.3920487 
## Iteration 2 lambda =  0.2704584 
## Iteration 3 lambda =  0.2461404 
## Iteration 4 lambda =  0.2412768 
## Iteration 5 lambda =  0.2403041 
## Iteration 6 lambda =  0.2401095 
## Iteration 7 lambda =  0.2400706 
## Iteration 8 lambda =  0.2400628 
## Iteration 9 lambda =  0.2400613 
## Iteration 10 lambda =  0.240061 
## Iteration 11 lambda =  0.2400609 
## Iteration 1 lambda =  0.3432541 
## Iteration 2 lambda =  0.211905 
## Iteration 3 lambda =  0.1856351 
## Iteration 4 lambda =  0.1803812 
## Iteration 5 lambda =  0.1793304 
## Iteration 6 lambda =  0.1791202 
## Iteration 7 lambda =  0.1790782 
## Iteration 8 lambda =  0.1790698 
## Iteration 9 lambda =  0.1790681 
## Iteration 10 lambda =  0.1790677 
## Iteration 11 lambda =  0.1790677 
## Iteration 1 lambda =  0.3723226 
## Iteration 2 lambda =  0.2467871 
## Iteration 3 lambda =  0.22168 
## Iteration 4 lambda =  0.2166586 
## Iteration 5 lambda =  0.2156543 
## Iteration 6 lambda =  0.2154535 
## Iteration 7 lambda =  0.2154133 
## Iteration 8 lambda =  0.2154053 
## Iteration 9 lambda =  0.2154036 
## Iteration 10 lambda =  0.2154033 
## Iteration 11 lambda =  0.2154033 
## Iteration 1 lambda =  0.3289724 
## Iteration 2 lambda =  0.1947669 
## Iteration 3 lambda =  0.1679258 
## Iteration 4 lambda =  0.1625576 
## Iteration 5 lambda =  0.1614839 
## Iteration 6 lambda =  0.1612692 
## Iteration 7 lambda =  0.1612263 
## Iteration 8 lambda =  0.1612177 
## Iteration 9 lambda =  0.1612159 
## Iteration 10 lambda =  0.1612156 
## Iteration 11 lambda =  0.1612155 
## Iteration 1 lambda =  0.3542265 
## Iteration 2 lambda =  0.2250718 
## Iteration 3 lambda =  0.1992409 
## Iteration 4 lambda =  0.1940747 
## Iteration 5 lambda =  0.1930415 
## Iteration 6 lambda =  0.1928348 
## Iteration 7 lambda =  0.1927935 
## Iteration 8 lambda =  0.1927852 
## Iteration 9 lambda =  0.1927836 
## Iteration 10 lambda =  0.1927832 
## Iteration 11 lambda =  0.1927832 
## Iteration 1 lambda =  0.3518501 
## Iteration 2 lambda =  0.2222202 
## Iteration 3 lambda =  0.1962942 
## Iteration 4 lambda =  0.191109 
## Iteration 5 lambda =  0.1900719 
## Iteration 6 lambda =  0.1898645 
## Iteration 7 lambda =  0.189823 
## Iteration 8 lambda =  0.1898148 
## Iteration 9 lambda =  0.1898131 
## Iteration 10 lambda =  0.1898128 
## Iteration 11 lambda =  0.1898127 
## Iteration 1 lambda =  0.3819869 
## Iteration 2 lambda =  0.2583843 
## Iteration 3 lambda =  0.2336638 
## Iteration 4 lambda =  0.2287197 
## Iteration 5 lambda =  0.2277308 
## Iteration 6 lambda =  0.2275331 
## Iteration 7 lambda =  0.2274935 
## Iteration 8 lambda =  0.2274856 
## Iteration 9 lambda =  0.227484 
## Iteration 10 lambda =  0.2274837 
## Iteration 11 lambda =  0.2274837 
## Iteration 1 lambda =  0.320043 
## Iteration 2 lambda =  0.1840516 
## Iteration 3 lambda =  0.1568533 
## Iteration 4 lambda =  0.1514137 
## Iteration 5 lambda =  0.1503258 
## Iteration 6 lambda =  0.1501082 
## Iteration 7 lambda =  0.1500647 
## Iteration 8 lambda =  0.1500559 
## Iteration 9 lambda =  0.1500542 
## Iteration 10 lambda =  0.1500539 
## Iteration 11 lambda =  0.1500538 
## Iteration 1 lambda =  0.3513047 
## Iteration 2 lambda =  0.2215657 
## Iteration 3 lambda =  0.1956179 
## Iteration 4 lambda =  0.1904283 
## Iteration 5 lambda =  0.1893904 
## Iteration 6 lambda =  0.1891828 
## Iteration 7 lambda =  0.1891413 
## Iteration 8 lambda =  0.189133 
## Iteration 9 lambda =  0.1891313 
## Iteration 10 lambda =  0.189131 
## Iteration 11 lambda =  0.1891309 
## Iteration 1 lambda =  0.3432407 
## Iteration 2 lambda =  0.2118889 
## Iteration 3 lambda =  0.1856185 
## Iteration 4 lambda =  0.1803644 
## Iteration 5 lambda =  0.1793136 
## Iteration 6 lambda =  0.1791035 
## Iteration 7 lambda =  0.1790614 
## Iteration 8 lambda =  0.179053 
## Iteration 9 lambda =  0.1790513 
## Iteration 10 lambda =  0.179051 
## Iteration 11 lambda =  0.1790509 
## Iteration 1 lambda =  0.3700391 
## Iteration 2 lambda =  0.2440469 
## Iteration 3 lambda =  0.2188485 
## Iteration 4 lambda =  0.2138088 
## Iteration 5 lambda =  0.2128008 
## Iteration 6 lambda =  0.2125992 
## Iteration 7 lambda =  0.2125589 
## Iteration 8 lambda =  0.2125509 
## Iteration 9 lambda =  0.2125492 
## Iteration 10 lambda =  0.2125489 
## Iteration 11 lambda =  0.2125489 
## Iteration 1 lambda =  0.3330083 
## Iteration 2 lambda =  0.19961 
## Iteration 3 lambda =  0.1729303 
## Iteration 4 lambda =  0.1675944 
## Iteration 5 lambda =  0.1665272 
## Iteration 6 lambda =  0.1663138 
## Iteration 7 lambda =  0.1662711 
## Iteration 8 lambda =  0.1662625 
## Iteration 9 lambda =  0.1662608 
## Iteration 10 lambda =  0.1662605 
## Iteration 11 lambda =  0.1662604 
## Iteration 1 lambda =  0.3620687 
## Iteration 2 lambda =  0.2344824 
## Iteration 3 lambda =  0.2089652 
## Iteration 4 lambda =  0.2038617 
## Iteration 5 lambda =  0.202841 
## Iteration 6 lambda =  0.2026369 
## Iteration 7 lambda =  0.2025961 
## Iteration 8 lambda =  0.2025879 
## Iteration 9 lambda =  0.2025863 
## Iteration 10 lambda =  0.2025859 
## Iteration 11 lambda =  0.2025859 
## Iteration 1 lambda =  0.370528 
## Iteration 2 lambda =  0.2446336 
## Iteration 3 lambda =  0.2194547 
## Iteration 4 lambda =  0.2144189 
## Iteration 5 lambda =  0.2134118 
## Iteration 6 lambda =  0.2132104 
## Iteration 7 lambda =  0.2131701 
## Iteration 8 lambda =  0.213162 
## Iteration 9 lambda =  0.2131604 
## Iteration 10 lambda =  0.2131601 
## Iteration 11 lambda =  0.21316 
## Iteration 1 lambda =  0.3760732 
## Iteration 2 lambda =  0.2512879 
## Iteration 3 lambda =  0.2263308 
## Iteration 4 lambda =  0.2213394 
## Iteration 5 lambda =  0.2203411 
## Iteration 6 lambda =  0.2201415 
## Iteration 7 lambda =  0.2201015 
## Iteration 8 lambda =  0.2200935 
## Iteration 9 lambda =  0.2200919 
## Iteration 10 lambda =  0.2200916 
## Iteration 11 lambda =  0.2200916 
## Iteration 1 lambda =  0.3706356 
## Iteration 2 lambda =  0.2447628 
## Iteration 3 lambda =  0.2195882 
## Iteration 4 lambda =  0.2145533 
## Iteration 5 lambda =  0.2135463 
## Iteration 6 lambda =  0.2133449 
## Iteration 7 lambda =  0.2133046 
## Iteration 8 lambda =  0.2132966 
## Iteration 9 lambda =  0.2132949 
## Iteration 10 lambda =  0.2132946 
## Iteration 11 lambda =  0.2132946 
## Iteration 1 lambda =  0.3578865 
## Iteration 2 lambda =  0.2294638 
## Iteration 3 lambda =  0.2037793 
## Iteration 4 lambda =  0.1986424 
## Iteration 5 lambda =  0.197615 
## Iteration 6 lambda =  0.1974095 
## Iteration 7 lambda =  0.1973684 
## Iteration 8 lambda =  0.1973602 
## Iteration 9 lambda =  0.1973586 
## Iteration 10 lambda =  0.1973582 
## Iteration 11 lambda =  0.1973582 
## Iteration 1 lambda =  0.4059607 
## Iteration 2 lambda =  0.2871529 
## Iteration 3 lambda =  0.2633913 
## Iteration 4 lambda =  0.258639 
## Iteration 5 lambda =  0.2576885 
## Iteration 6 lambda =  0.2574984 
## Iteration 7 lambda =  0.2574604 
## Iteration 8 lambda =  0.2574528 
## Iteration 9 lambda =  0.2574513 
## Iteration 10 lambda =  0.257451 
## Iteration 11 lambda =  0.2574509 
## Iteration 1 lambda =  0.3307785 
## Iteration 2 lambda =  0.1969342 
## Iteration 3 lambda =  0.1701653 
## Iteration 4 lambda =  0.1648116 
## Iteration 5 lambda =  0.1637408 
## Iteration 6 lambda =  0.1635267 
## Iteration 7 lambda =  0.1634838 
## Iteration 8 lambda =  0.1634753 
## Iteration 9 lambda =  0.1634736 
## Iteration 10 lambda =  0.1634732 
## Iteration 11 lambda =  0.1634732 
## Iteration 1 lambda =  0.3560552 
## Iteration 2 lambda =  0.2272662 
## Iteration 3 lambda =  0.2015084 
## Iteration 4 lambda =  0.1963569 
## Iteration 5 lambda =  0.1953265 
## Iteration 6 lambda =  0.1951205 
## Iteration 7 lambda =  0.1950793 
## Iteration 8 lambda =  0.195071 
## Iteration 9 lambda =  0.1950694 
## Iteration 10 lambda =  0.195069 
## Iteration 11 lambda =  0.195069 
## Iteration 1 lambda =  0.3364648 
## Iteration 2 lambda =  0.2037578 
## Iteration 3 lambda =  0.1772164 
## Iteration 4 lambda =  0.1719081 
## Iteration 5 lambda =  0.1708464 
## Iteration 6 lambda =  0.1706341 
## Iteration 7 lambda =  0.1705916 
## Iteration 8 lambda =  0.1705832 
## Iteration 9 lambda =  0.1705815 
## Iteration 10 lambda =  0.1705811 
## Iteration 11 lambda =  0.170581 
## Iteration 1 lambda =  0.4265989 
## Iteration 2 lambda =  0.3119187 
## Iteration 3 lambda =  0.2889827 
## Iteration 4 lambda =  0.2843955 
## Iteration 5 lambda =  0.283478 
## Iteration 6 lambda =  0.2832945 
## Iteration 7 lambda =  0.2832578 
## Iteration 8 lambda =  0.2832505 
## Iteration 9 lambda =  0.283249 
## Iteration 10 lambda =  0.2832487 
## Iteration 11 lambda =  0.2832487 
## Iteration 1 lambda =  0.3551554 
## Iteration 2 lambda =  0.2261864 
## Iteration 3 lambda =  0.2003927 
## Iteration 4 lambda =  0.1952339 
## Iteration 5 lambda =  0.1942021 
## Iteration 6 lambda =  0.1939958 
## Iteration 7 lambda =  0.1939545 
## Iteration 8 lambda =  0.1939463 
## Iteration 9 lambda =  0.1939446 
## Iteration 10 lambda =  0.1939443 
## Iteration 11 lambda =  0.1939442 
## Iteration 1 lambda =  0.3301857 
## Iteration 2 lambda =  0.1962229 
## Iteration 3 lambda =  0.1694303 
## Iteration 4 lambda =  0.1640718 
## Iteration 5 lambda =  0.1630001 
## Iteration 6 lambda =  0.1627858 
## Iteration 7 lambda =  0.1627429 
## Iteration 8 lambda =  0.1627343 
## Iteration 9 lambda =  0.1627326 
## Iteration 10 lambda =  0.1627323 
## Iteration 11 lambda =  0.1627322 
## Iteration 1 lambda =  0.3600564 
## Iteration 2 lambda =  0.2320677 
## Iteration 3 lambda =  0.20647 
## Iteration 4 lambda =  0.2013504 
## Iteration 5 lambda =  0.2003265 
## Iteration 6 lambda =  0.2001217 
## Iteration 7 lambda =  0.2000808 
## Iteration 8 lambda =  0.2000726 
## Iteration 9 lambda =  0.2000709 
## Iteration 10 lambda =  0.2000706 
## Iteration 11 lambda =  0.2000705 
## Iteration 1 lambda =  0.3653185 
## Iteration 2 lambda =  0.2383822 
## Iteration 3 lambda =  0.2129949 
## Iteration 4 lambda =  0.2079174 
## Iteration 5 lambda =  0.2069019 
## Iteration 6 lambda =  0.2066989 
## Iteration 7 lambda =  0.2066582 
## Iteration 8 lambda =  0.2066501 
## Iteration 9 lambda =  0.2066485 
## Iteration 10 lambda =  0.2066482 
## Iteration 11 lambda =  0.2066481 
## Iteration 1 lambda =  0.3166597 
## Iteration 2 lambda =  0.1799916 
## Iteration 3 lambda =  0.152658 
## Iteration 4 lambda =  0.1471913 
## Iteration 5 lambda =  0.146098 
## Iteration 6 lambda =  0.1458793 
## Iteration 7 lambda =  0.1458356 
## Iteration 8 lambda =  0.1458268 
## Iteration 9 lambda =  0.1458251 
## Iteration 10 lambda =  0.1458247 
## Iteration 11 lambda =  0.1458246 
## Iteration 1 lambda =  0.373695 
## Iteration 2 lambda =  0.248434 
## Iteration 3 lambda =  0.2233818 
## Iteration 4 lambda =  0.2183714 
## Iteration 5 lambda =  0.2173693 
## Iteration 6 lambda =  0.2171689 
## Iteration 7 lambda =  0.2171288 
## Iteration 8 lambda =  0.2171208 
## Iteration 9 lambda =  0.2171192 
## Iteration 10 lambda =  0.2171189 
## Iteration 11 lambda =  0.2171188 
## Iteration 1 lambda =  0.3393989 
## Iteration 2 lambda =  0.2072787 
## Iteration 3 lambda =  0.1808546 
## Iteration 4 lambda =  0.1755698 
## Iteration 5 lambda =  0.1745129 
## Iteration 6 lambda =  0.1743015 
## Iteration 7 lambda =  0.1742592 
## Iteration 8 lambda =  0.1742507 
## Iteration 9 lambda =  0.174249 
## Iteration 10 lambda =  0.1742487 
## Iteration 11 lambda =  0.1742486 
## Iteration 1 lambda =  0.3478034 
## Iteration 2 lambda =  0.2173641 
## Iteration 3 lambda =  0.1912762 
## Iteration 4 lambda =  0.1860587 
## Iteration 5 lambda =  0.1850152 
## Iteration 6 lambda =  0.1848065 
## Iteration 7 lambda =  0.1847647 
## Iteration 8 lambda =  0.1847564 
## Iteration 9 lambda =  0.1847547 
## Iteration 10 lambda =  0.1847544 
## Iteration 11 lambda =  0.1847543 
## Iteration 1 lambda =  0.3723308 
## Iteration 2 lambda =  0.246797 
## Iteration 3 lambda =  0.2216902 
## Iteration 4 lambda =  0.2166689 
## Iteration 5 lambda =  0.2156646 
## Iteration 6 lambda =  0.2154637 
## Iteration 7 lambda =  0.2154236 
## Iteration 8 lambda =  0.2154155 
## Iteration 9 lambda =  0.2154139 
## Iteration 10 lambda =  0.2154136 
## Iteration 11 lambda =  0.2154135 
## Iteration 1 lambda =  0.3417787 
## Iteration 2 lambda =  0.2101344 
## Iteration 3 lambda =  0.1838055 
## Iteration 4 lambda =  0.1785398 
## Iteration 5 lambda =  0.1774866 
## Iteration 6 lambda =  0.177276 
## Iteration 7 lambda =  0.1772339 
## Iteration 8 lambda =  0.1772254 
## Iteration 9 lambda =  0.1772238 
## Iteration 10 lambda =  0.1772234 
## Iteration 11 lambda =  0.1772233 
## Iteration 1 lambda =  0.3318473 
## Iteration 2 lambda =  0.1982167 
## Iteration 3 lambda =  0.1714906 
## Iteration 4 lambda =  0.1661454 
## Iteration 5 lambda =  0.1650763 
## Iteration 6 lambda =  0.1648625 
## Iteration 7 lambda =  0.1648198 
## Iteration 8 lambda =  0.1648112 
## Iteration 9 lambda =  0.1648095 
## Iteration 10 lambda =  0.1648092 
## Iteration 11 lambda =  0.1648091 
## Iteration 1 lambda =  0.367834 
## Iteration 2 lambda =  0.2414009 
## Iteration 3 lambda =  0.2161142 
## Iteration 4 lambda =  0.2110569 
## Iteration 5 lambda =  0.2100454 
## Iteration 6 lambda =  0.2098431 
## Iteration 7 lambda =  0.2098027 
## Iteration 8 lambda =  0.2097946 
## Iteration 9 lambda =  0.209793 
## Iteration 10 lambda =  0.2097926 
## Iteration 11 lambda =  0.2097926 
## Iteration 1 lambda =  0.3853267 
## Iteration 2 lambda =  0.262392 
## Iteration 3 lambda =  0.237805 
## Iteration 4 lambda =  0.2328877 
## Iteration 5 lambda =  0.2319042 
## Iteration 6 lambda =  0.2317075 
## Iteration 7 lambda =  0.2316682 
## Iteration 8 lambda =  0.2316603 
## Iteration 9 lambda =  0.2316587 
## Iteration 10 lambda =  0.2316584 
## Iteration 11 lambda =  0.2316583 
## Iteration 1 lambda =  0.3727486 
## Iteration 2 lambda =  0.2472984 
## Iteration 3 lambda =  0.2222083 
## Iteration 4 lambda =  0.2171903 
## Iteration 5 lambda =  0.2161867 
## Iteration 6 lambda =  0.215986 
## Iteration 7 lambda =  0.2159458 
## Iteration 8 lambda =  0.2159378 
## Iteration 9 lambda =  0.2159362 
## Iteration 10 lambda =  0.2159359 
## Iteration 11 lambda =  0.2159358 
## Iteration 1 lambda =  0.3229914 
## Iteration 2 lambda =  0.1875897 
## Iteration 3 lambda =  0.1605093 
## Iteration 4 lambda =  0.1550933 
## Iteration 5 lambda =  0.15401 
## Iteration 6 lambda =  0.1537934 
## Iteration 7 lambda =  0.1537501 
## Iteration 8 lambda =  0.1537414 
## Iteration 9 lambda =  0.1537397 
## Iteration 10 lambda =  0.1537393 
## Iteration 11 lambda =  0.1537393 
## Iteration 1 lambda =  0.3762015 
## Iteration 2 lambda =  0.2514419 
## Iteration 3 lambda =  0.2264899 
## Iteration 4 lambda =  0.2214995 
## Iteration 5 lambda =  0.2205015 
## Iteration 6 lambda =  0.2203018 
## Iteration 7 lambda =  0.2202619 
## Iteration 8 lambda =  0.2202539 
## Iteration 9 lambda =  0.2202523 
## Iteration 10 lambda =  0.220252 
## Iteration 11 lambda =  0.2202519 
## Iteration 1 lambda =  0.3725215 
## Iteration 2 lambda =  0.2470258 
## Iteration 3 lambda =  0.2219266 
## Iteration 4 lambda =  0.2169068 
## Iteration 5 lambda =  0.2159028 
## Iteration 6 lambda =  0.215702 
## Iteration 7 lambda =  0.2156619 
## Iteration 8 lambda =  0.2156538 
## Iteration 9 lambda =  0.2156522 
## Iteration 10 lambda =  0.2156519 
## Iteration 11 lambda =  0.2156519 
## Iteration 1 lambda =  0.3505062 
## Iteration 2 lambda =  0.2206074 
## Iteration 3 lambda =  0.1946277 
## Iteration 4 lambda =  0.1894317 
## Iteration 5 lambda =  0.1883926 
## Iteration 6 lambda =  0.1881847 
## Iteration 7 lambda =  0.1881432 
## Iteration 8 lambda =  0.1881348 
## Iteration 9 lambda =  0.1881332 
## Iteration 10 lambda =  0.1881328 
## Iteration 11 lambda =  0.1881328 
## Iteration 1 lambda =  0.3827565 
## Iteration 2 lambda =  0.2593078 
## Iteration 3 lambda =  0.2346181 
## Iteration 4 lambda =  0.2296801 
## Iteration 5 lambda =  0.2286925 
## Iteration 6 lambda =  0.228495 
## Iteration 7 lambda =  0.2284555 
## Iteration 8 lambda =  0.2284476 
## Iteration 9 lambda =  0.228446 
## Iteration 10 lambda =  0.2284457 
## Iteration 11 lambda =  0.2284457 
## Iteration 1 lambda =  0.3243349 
## Iteration 2 lambda =  0.1892019 
## Iteration 3 lambda =  0.1621753 
## Iteration 4 lambda =  0.15677 
## Iteration 5 lambda =  0.1556889 
## Iteration 6 lambda =  0.1554727 
## Iteration 7 lambda =  0.1554295 
## Iteration 8 lambda =  0.1554208 
## Iteration 9 lambda =  0.1554191 
## Iteration 10 lambda =  0.1554187 
## Iteration 11 lambda =  0.1554187 
## Iteration 1 lambda =  0.3829238 
## Iteration 2 lambda =  0.2595086 
## Iteration 3 lambda =  0.2348256 
## Iteration 4 lambda =  0.229889 
## Iteration 5 lambda =  0.2289016 
## Iteration 6 lambda =  0.2287042 
## Iteration 7 lambda =  0.2286647 
## Iteration 8 lambda =  0.2286568 
## Iteration 9 lambda =  0.2286552 
## Iteration 10 lambda =  0.2286549 
## Iteration 11 lambda =  0.2286548 
## Iteration 1 lambda =  0.3869595 
## Iteration 2 lambda =  0.2643513 
## Iteration 3 lambda =  0.2398297 
## Iteration 4 lambda =  0.2349254 
## Iteration 5 lambda =  0.2339445 
## Iteration 6 lambda =  0.2337484 
## Iteration 7 lambda =  0.2337091 
## Iteration 8 lambda =  0.2337013 
## Iteration 9 lambda =  0.2336997 
## Iteration 10 lambda =  0.2336994 
## Iteration 11 lambda =  0.2336993 
## Iteration 1 lambda =  0.4021898 
## Iteration 2 lambda =  0.2826278 
## Iteration 3 lambda =  0.2587154 
## Iteration 4 lambda =  0.2539329 
## Iteration 5 lambda =  0.2529764 
## Iteration 6 lambda =  0.2527851 
## Iteration 7 lambda =  0.2527469 
## Iteration 8 lambda =  0.2527392 
## Iteration 9 lambda =  0.2527377 
## Iteration 10 lambda =  0.2527374 
## Iteration 11 lambda =  0.2527373 
## Iteration 1 lambda =  0.3384533 
## Iteration 2 lambda =  0.206144 
## Iteration 3 lambda =  0.1796821 
## Iteration 4 lambda =  0.1743897 
## Iteration 5 lambda =  0.1733312 
## Iteration 6 lambda =  0.1731195 
## Iteration 7 lambda =  0.1730772 
## Iteration 8 lambda =  0.1730687 
## Iteration 9 lambda =  0.173067 
## Iteration 10 lambda =  0.1730667 
## Iteration 11 lambda =  0.1730666 
## Iteration 1 lambda =  0.3645418 
## Iteration 2 lambda =  0.2374501 
## Iteration 3 lambda =  0.2120318 
## Iteration 4 lambda =  0.2069481 
## Iteration 5 lambda =  0.2059314 
## Iteration 6 lambda =  0.2057281 
## Iteration 7 lambda =  0.2056874 
## Iteration 8 lambda =  0.2056793 
## Iteration 9 lambda =  0.2056776 
## Iteration 10 lambda =  0.2056773 
## Iteration 11 lambda =  0.2056772 
## Iteration 1 lambda =  0.4144451 
## Iteration 2 lambda =  0.2973341 
## Iteration 3 lambda =  0.2739119 
## Iteration 4 lambda =  0.2692275 
## Iteration 5 lambda =  0.2682906 
## Iteration 6 lambda =  0.2681032 
## Iteration 7 lambda =  0.2680658 
## Iteration 8 lambda =  0.2680583 
## Iteration 9 lambda =  0.2680568 
## Iteration 10 lambda =  0.2680565 
## Iteration 11 lambda =  0.2680564 
## Iteration 1 lambda =  0.3555161 
## Iteration 2 lambda =  0.2266193 
## Iteration 3 lambda =  0.20084 
## Iteration 4 lambda =  0.1956841 
## Iteration 5 lambda =  0.1946529 
## Iteration 6 lambda =  0.1944467 
## Iteration 7 lambda =  0.1944054 
## Iteration 8 lambda =  0.1943972 
## Iteration 9 lambda =  0.1943956 
## Iteration 10 lambda =  0.1943952 
## Iteration 11 lambda =  0.1943952 
## Iteration 1 lambda =  0.3553994 
## Iteration 2 lambda =  0.2264793 
## Iteration 3 lambda =  0.2006953 
## Iteration 4 lambda =  0.1955385 
## Iteration 5 lambda =  0.1945071 
## Iteration 6 lambda =  0.1943008 
## Iteration 7 lambda =  0.1942596 
## Iteration 8 lambda =  0.1942513 
## Iteration 9 lambda =  0.1942497 
## Iteration 10 lambda =  0.1942494 
## Iteration 11 lambda =  0.1942493 
## Iteration 1 lambda =  0.3956149 
## Iteration 2 lambda =  0.2747378 
## Iteration 3 lambda =  0.2505624 
## Iteration 4 lambda =  0.2457274 
## Iteration 5 lambda =  0.2447603 
## Iteration 6 lambda =  0.2445669 
## Iteration 7 lambda =  0.2445283 
## Iteration 8 lambda =  0.2445205 
## Iteration 9 lambda =  0.244519 
## Iteration 10 lambda =  0.2445187 
## Iteration 11 lambda =  0.2445186 
## Iteration 1 lambda =  0.3358617 
## Iteration 2 lambda =  0.203034 
## Iteration 3 lambda =  0.1764685 
## Iteration 4 lambda =  0.1711554 
## Iteration 5 lambda =  0.1700928 
## Iteration 6 lambda =  0.1698802 
## Iteration 7 lambda =  0.1698377 
## Iteration 8 lambda =  0.1698292 
## Iteration 9 lambda =  0.1698275 
## Iteration 10 lambda =  0.1698272 
## Iteration 11 lambda =  0.1698271 
## Iteration 1 lambda =  0.3668254 
## Iteration 2 lambda =  0.2401905 
## Iteration 3 lambda =  0.2148635 
## Iteration 4 lambda =  0.2097981 
## Iteration 5 lambda =  0.208785 
## Iteration 6 lambda =  0.2085824 
## Iteration 7 lambda =  0.2085419 
## Iteration 8 lambda =  0.2085338 
## Iteration 9 lambda =  0.2085321 
## Iteration 10 lambda =  0.2085318 
## Iteration 11 lambda =  0.2085317 
## Iteration 1 lambda =  0.3338396 
## Iteration 2 lambda =  0.2006075 
## Iteration 3 lambda =  0.1739611 
## Iteration 4 lambda =  0.1686318 
## Iteration 5 lambda =  0.167566 
## Iteration 6 lambda =  0.1673528 
## Iteration 7 lambda =  0.1673102 
## Iteration 8 lambda =  0.1673016 
## Iteration 9 lambda =  0.1672999 
## Iteration 10 lambda =  0.1672996 
## Iteration 11 lambda =  0.1672995 
## Iteration 1 lambda =  0.3566605 
## Iteration 2 lambda =  0.2279927 
## Iteration 3 lambda =  0.2022591 
## Iteration 4 lambda =  0.1971124 
## Iteration 5 lambda =  0.196083 
## Iteration 6 lambda =  0.1958771 
## Iteration 7 lambda =  0.195836 
## Iteration 8 lambda =  0.1958277 
## Iteration 9 lambda =  0.1958261 
## Iteration 10 lambda =  0.1958258 
## Iteration 11 lambda =  0.1958257 
## Iteration 1 lambda =  0.3992922 
## Iteration 2 lambda =  0.2791506 
## Iteration 3 lambda =  0.2551223 
## Iteration 4 lambda =  0.2503166 
## Iteration 5 lambda =  0.2493555 
## Iteration 6 lambda =  0.2491632 
## Iteration 7 lambda =  0.2491248 
## Iteration 8 lambda =  0.2491171 
## Iteration 9 lambda =  0.2491156 
## Iteration 10 lambda =  0.2491153 
## Iteration 11 lambda =  0.2491152 
## Iteration 1 lambda =  0.3737378 
## Iteration 2 lambda =  0.2484854 
## Iteration 3 lambda =  0.2234349 
## Iteration 4 lambda =  0.2184248 
## Iteration 5 lambda =  0.2174228 
## Iteration 6 lambda =  0.2172224 
## Iteration 7 lambda =  0.2171823 
## Iteration 8 lambda =  0.2171743 
## Iteration 9 lambda =  0.2171727 
## Iteration 10 lambda =  0.2171724 
## Iteration 11 lambda =  0.2171723 
## Iteration 1 lambda =  0.4068334 
## Iteration 2 lambda =  0.2882001 
## Iteration 3 lambda =  0.2644734 
## Iteration 4 lambda =  0.2597281 
## Iteration 5 lambda =  0.258779 
## Iteration 6 lambda =  0.2585892 
## Iteration 7 lambda =  0.2585512 
## Iteration 8 lambda =  0.2585436 
## Iteration 9 lambda =  0.2585421 
## Iteration 10 lambda =  0.2585418 
## Iteration 11 lambda =  0.2585418 
## Iteration 1 lambda =  0.3790603 
## Iteration 2 lambda =  0.2548723 
## Iteration 3 lambda =  0.2300347 
## Iteration 4 lambda =  0.2250672 
## Iteration 5 lambda =  0.2240737 
## Iteration 6 lambda =  0.223875 
## Iteration 7 lambda =  0.2238353 
## Iteration 8 lambda =  0.2238273 
## Iteration 9 lambda =  0.2238257 
## Iteration 10 lambda =  0.2238254 
## Iteration 11 lambda =  0.2238253 
## Iteration 1 lambda =  0.3176656 
## Iteration 2 lambda =  0.1811987 
## Iteration 3 lambda =  0.1539053 
## Iteration 4 lambda =  0.1484466 
## Iteration 5 lambda =  0.1473549 
## Iteration 6 lambda =  0.1471365 
## Iteration 7 lambda =  0.1470929 
## Iteration 8 lambda =  0.1470841 
## Iteration 9 lambda =  0.1470824 
## Iteration 10 lambda =  0.147082 
## Iteration 11 lambda =  0.147082 
## Iteration 1 lambda =  0.3259226 
## Iteration 2 lambda =  0.1911071 
## Iteration 3 lambda =  0.164144 
## Iteration 4 lambda =  0.1587513 
## Iteration 5 lambda =  0.1576728 
## Iteration 6 lambda =  0.1574571 
## Iteration 7 lambda =  0.157414 
## Iteration 8 lambda =  0.1574053 
## Iteration 9 lambda =  0.1574036 
## Iteration 10 lambda =  0.1574033 
## Iteration 11 lambda =  0.1574032 
## Iteration 1 lambda =  0.3164013 
## Iteration 2 lambda =  0.1796816 
## Iteration 3 lambda =  0.1523376 
## Iteration 4 lambda =  0.1468688 
## Iteration 5 lambda =  0.1457751 
## Iteration 6 lambda =  0.1455563 
## Iteration 7 lambda =  0.1455126 
## Iteration 8 lambda =  0.1455038 
## Iteration 9 lambda =  0.1455021 
## Iteration 10 lambda =  0.1455017 
## Iteration 11 lambda =  0.1455016 
## Iteration 1 lambda =  0.3690682 
## Iteration 2 lambda =  0.2428819 
## Iteration 3 lambda =  0.2176446 
## Iteration 4 lambda =  0.2125972 
## Iteration 5 lambda =  0.2115877 
## Iteration 6 lambda =  0.2113858 
## Iteration 7 lambda =  0.2113454 
## Iteration 8 lambda =  0.2113373 
## Iteration 9 lambda =  0.2113357 
## Iteration 10 lambda =  0.2113354 
## Iteration 11 lambda =  0.2113353 
## Iteration 1 lambda =  0.3925506 
## Iteration 2 lambda =  0.2710607 
## Iteration 3 lambda =  0.2467628 
## Iteration 4 lambda =  0.2419032 
## Iteration 5 lambda =  0.2409313 
## Iteration 6 lambda =  0.2407369 
## Iteration 7 lambda =  0.240698 
## Iteration 8 lambda =  0.2406902 
## Iteration 9 lambda =  0.2406887 
## Iteration 10 lambda =  0.2406884 
## Iteration 11 lambda =  0.2406883 
## Iteration 1 lambda =  0.3170069 
## Iteration 2 lambda =  0.1804082 
## Iteration 3 lambda =  0.1530885 
## Iteration 4 lambda =  0.1476246 
## Iteration 5 lambda =  0.1465318 
## Iteration 6 lambda =  0.1463132 
## Iteration 7 lambda =  0.1462695 
## Iteration 8 lambda =  0.1462608 
## Iteration 9 lambda =  0.146259 
## Iteration 10 lambda =  0.1462587 
## Iteration 11 lambda =  0.1462586 
## Iteration 1 lambda =  0.3754684 
## Iteration 2 lambda =  0.2505621 
## Iteration 3 lambda =  0.2255809 
## Iteration 4 lambda =  0.2205846 
## Iteration 5 lambda =  0.2195854 
## Iteration 6 lambda =  0.2193855 
## Iteration 7 lambda =  0.2193455 
## Iteration 8 lambda =  0.2193375 
## Iteration 9 lambda =  0.2193359 
## Iteration 10 lambda =  0.2193356 
## Iteration 11 lambda =  0.2193356 
## Iteration 1 lambda =  0.3717065 
## Iteration 2 lambda =  0.2460478 
## Iteration 3 lambda =  0.220916 
## Iteration 4 lambda =  0.2158897 
## Iteration 5 lambda =  0.2148844 
## Iteration 6 lambda =  0.2146834 
## Iteration 7 lambda =  0.2146432 
## Iteration 8 lambda =  0.2146351 
## Iteration 9 lambda =  0.2146335 
## Iteration 10 lambda =  0.2146332 
## Iteration 11 lambda =  0.2146331 
## Iteration 1 lambda =  0.3436988 
## Iteration 2 lambda =  0.2124386 
## Iteration 3 lambda =  0.1861865 
## Iteration 4 lambda =  0.1809361 
## Iteration 5 lambda =  0.179886 
## Iteration 6 lambda =  0.179676 
## Iteration 7 lambda =  0.179634 
## Iteration 8 lambda =  0.1796256 
## Iteration 9 lambda =  0.1796239 
## Iteration 10 lambda =  0.1796236 
## Iteration 11 lambda =  0.1796235 
## Iteration 1 lambda =  0.3893736 
## Iteration 2 lambda =  0.2672483 
## Iteration 3 lambda =  0.2428232 
## Iteration 4 lambda =  0.2379382 
## Iteration 5 lambda =  0.2369612 
## Iteration 6 lambda =  0.2367658 
## Iteration 7 lambda =  0.2367267 
## Iteration 8 lambda =  0.2367189 
## Iteration 9 lambda =  0.2367173 
## Iteration 10 lambda =  0.236717 
## Iteration 11 lambda =  0.236717 
## Iteration 1 lambda =  0.4029678 
## Iteration 2 lambda =  0.2835613 
## Iteration 3 lambda =  0.25968 
## Iteration 4 lambda =  0.2549038 
## Iteration 5 lambda =  0.2539485 
## Iteration 6 lambda =  0.2537575 
## Iteration 7 lambda =  0.2537193 
## Iteration 8 lambda =  0.2537116 
## Iteration 9 lambda =  0.2537101 
## Iteration 10 lambda =  0.2537098 
## Iteration 11 lambda =  0.2537097 
## Iteration 1 lambda =  0.3310306 
## Iteration 2 lambda =  0.1972367 
## Iteration 3 lambda =  0.1704779 
## Iteration 4 lambda =  0.1651262 
## Iteration 5 lambda =  0.1640558 
## Iteration 6 lambda =  0.1638418 
## Iteration 7 lambda =  0.1637989 
## Iteration 8 lambda =  0.1637904 
## Iteration 9 lambda =  0.1637887 
## Iteration 10 lambda =  0.1637883 
## Iteration 11 lambda =  0.1637883 
## Iteration 1 lambda =  0.3235786 
## Iteration 2 lambda =  0.1882944 
## Iteration 3 lambda =  0.1612375 
## Iteration 4 lambda =  0.1558261 
## Iteration 5 lambda =  0.1547439 
## Iteration 6 lambda =  0.1545274 
## Iteration 7 lambda =  0.1544841 
## Iteration 8 lambda =  0.1544755 
## Iteration 9 lambda =  0.1544737 
## Iteration 10 lambda =  0.1544734 
## Iteration 11 lambda =  0.1544733 
## Iteration 1 lambda =  0.3307239 
## Iteration 2 lambda =  0.1968687 
## Iteration 3 lambda =  0.1700976 
## Iteration 4 lambda =  0.1647434 
## Iteration 5 lambda =  0.1636726 
## Iteration 6 lambda =  0.1634584 
## Iteration 7 lambda =  0.1634156 
## Iteration 8 lambda =  0.163407 
## Iteration 9 lambda =  0.1634053 
## Iteration 10 lambda =  0.1634049 
## Iteration 11 lambda =  0.1634049 
## Iteration 1 lambda =  0.327177 
## Iteration 2 lambda =  0.1926125 
## Iteration 3 lambda =  0.1656995 
## Iteration 4 lambda =  0.1603169 
## Iteration 5 lambda =  0.1592404 
## Iteration 6 lambda =  0.1590251 
## Iteration 7 lambda =  0.1589821 
## Iteration 8 lambda =  0.1589735 
## Iteration 9 lambda =  0.1589717 
## Iteration 10 lambda =  0.1589714 
## Iteration 11 lambda =  0.1589713 
## Iteration 1 lambda =  0.3632149 
## Iteration 2 lambda =  0.2358579 
## Iteration 3 lambda =  0.2103865 
## Iteration 4 lambda =  0.2052922 
## Iteration 5 lambda =  0.2042734 
## Iteration 6 lambda =  0.2040696 
## Iteration 7 lambda =  0.2040289 
## Iteration 8 lambda =  0.2040207 
## Iteration 9 lambda =  0.2040191 
## Iteration 10 lambda =  0.2040188 
## Iteration 11 lambda =  0.2040187 
## Iteration 1 lambda =  0.3515774 
## Iteration 2 lambda =  0.2218929 
## Iteration 3 lambda =  0.195956 
## Iteration 4 lambda =  0.1907686 
## Iteration 5 lambda =  0.1897311 
## Iteration 6 lambda =  0.1895236 
## Iteration 7 lambda =  0.1894821 
## Iteration 8 lambda =  0.1894738 
## Iteration 9 lambda =  0.1894721 
## Iteration 10 lambda =  0.1894718 
## Iteration 11 lambda =  0.1894718 
## Iteration 1 lambda =  0.3489667 
## Iteration 2 lambda =  0.21876 
## Iteration 3 lambda =  0.1927187 
## Iteration 4 lambda =  0.1875104 
## Iteration 5 lambda =  0.1864687 
## Iteration 6 lambda =  0.1862604 
## Iteration 7 lambda =  0.1862187 
## Iteration 8 lambda =  0.1862104 
## Iteration 9 lambda =  0.1862087 
## Iteration 10 lambda =  0.1862084 
## Iteration 11 lambda =  0.1862083 
## Iteration 1 lambda =  0.3234114 
## Iteration 2 lambda =  0.1880937 
## Iteration 3 lambda =  0.1610301 
## Iteration 4 lambda =  0.1556174 
## Iteration 5 lambda =  0.1545349 
## Iteration 6 lambda =  0.1543183 
## Iteration 7 lambda =  0.154275 
## Iteration 8 lambda =  0.1542664 
## Iteration 9 lambda =  0.1542647 
## Iteration 10 lambda =  0.1542643 
## Iteration 11 lambda =  0.1542642 
## Iteration 1 lambda =  0.3540765 
## Iteration 2 lambda =  0.2248918 
## Iteration 3 lambda =  0.1990548 
## Iteration 4 lambda =  0.1938874 
## Iteration 5 lambda =  0.192854 
## Iteration 6 lambda =  0.1926473 
## Iteration 7 lambda =  0.1926059 
## Iteration 8 lambda =  0.1925977 
## Iteration 9 lambda =  0.192596 
## Iteration 10 lambda =  0.1925957 
## Iteration 11 lambda =  0.1925956 
## Iteration 1 lambda =  0.3592845 
## Iteration 2 lambda =  0.2311414 
## Iteration 3 lambda =  0.2055128 
## Iteration 4 lambda =  0.2003871 
## Iteration 5 lambda =  0.1993619 
## Iteration 6 lambda =  0.1991569 
## Iteration 7 lambda =  0.1991159 
## Iteration 8 lambda =  0.1991077 
## Iteration 9 lambda =  0.1991061 
## Iteration 10 lambda =  0.1991057 
## Iteration 11 lambda =  0.1991057 
## Iteration 1 lambda =  0.3404963 
## Iteration 2 lambda =  0.2085955 
## Iteration 3 lambda =  0.1822154 
## Iteration 4 lambda =  0.1769394 
## Iteration 5 lambda =  0.1758842 
## Iteration 6 lambda =  0.1756731 
## Iteration 7 lambda =  0.1756309 
## Iteration 8 lambda =  0.1756225 
## Iteration 9 lambda =  0.1756208 
## Iteration 10 lambda =  0.1756204 
## Iteration 11 lambda =  0.1756204 
## Iteration 1 lambda =  0.3662385 
## Iteration 2 lambda =  0.2394862 
## Iteration 3 lambda =  0.2141357 
## Iteration 4 lambda =  0.2090657 
## Iteration 5 lambda =  0.2080516 
## Iteration 6 lambda =  0.2078488 
## Iteration 7 lambda =  0.2078083 
## Iteration 8 lambda =  0.2078002 
## Iteration 9 lambda =  0.2077985 
## Iteration 10 lambda =  0.2077982 
## Iteration 11 lambda =  0.2077981 
## Iteration 1 lambda =  0.388281 
## Iteration 2 lambda =  0.2659372 
## Iteration 3 lambda =  0.2414684 
## Iteration 4 lambda =  0.2365746 
## Iteration 5 lambda =  0.2355959 
## Iteration 6 lambda =  0.2354001 
## Iteration 7 lambda =  0.235361 
## Iteration 8 lambda =  0.2353532 
## Iteration 9 lambda =  0.2353516 
## Iteration 10 lambda =  0.2353513 
## Iteration 11 lambda =  0.2353512 
## Iteration 1 lambda =  0.3508453 
## Iteration 2 lambda =  0.2210144 
## Iteration 3 lambda =  0.1950482 
## Iteration 4 lambda =  0.189855 
## Iteration 5 lambda =  0.1888163 
## Iteration 6 lambda =  0.1886086 
## Iteration 7 lambda =  0.1885671 
## Iteration 8 lambda =  0.1885587 
## Iteration 9 lambda =  0.1885571 
## Iteration 10 lambda =  0.1885568 
## Iteration 11 lambda =  0.1885567 
## Iteration 1 lambda =  0.3708695 
## Iteration 2 lambda =  0.2450434 
## Iteration 3 lambda =  0.2198782 
## Iteration 4 lambda =  0.2148451 
## Iteration 5 lambda =  0.2138385 
## Iteration 6 lambda =  0.2136372 
## Iteration 7 lambda =  0.2135969 
## Iteration 8 lambda =  0.2135889 
## Iteration 9 lambda =  0.2135873 
## Iteration 10 lambda =  0.2135869 
## Iteration 11 lambda =  0.2135869 
## Iteration 1 lambda =  0.3649962 
## Iteration 2 lambda =  0.2379954 
## Iteration 3 lambda =  0.2125952 
## Iteration 4 lambda =  0.2075152 
## Iteration 5 lambda =  0.2064992 
## Iteration 6 lambda =  0.206296 
## Iteration 7 lambda =  0.2062554 
## Iteration 8 lambda =  0.2062472 
## Iteration 9 lambda =  0.2062456 
## Iteration 10 lambda =  0.2062453 
## Iteration 11 lambda =  0.2062452 
## Iteration 1 lambda =  0.3461845 
## Iteration 2 lambda =  0.2154214 
## Iteration 3 lambda =  0.1892688 
## Iteration 4 lambda =  0.1840383 
## Iteration 5 lambda =  0.1829922 
## Iteration 6 lambda =  0.1827829 
## Iteration 7 lambda =  0.1827411 
## Iteration 8 lambda =  0.1827327 
## Iteration 9 lambda =  0.1827311 
## Iteration 10 lambda =  0.1827307 
## Iteration 11 lambda =  0.1827307 
## Iteration 1 lambda =  0.3425058 
## Iteration 2 lambda =  0.211007 
## Iteration 3 lambda =  0.1847072 
## Iteration 4 lambda =  0.1794473 
## Iteration 5 lambda =  0.1783953 
## Iteration 6 lambda =  0.1781849 
## Iteration 7 lambda =  0.1781428 
## Iteration 8 lambda =  0.1781344 
## Iteration 9 lambda =  0.1781327 
## Iteration 10 lambda =  0.1781324 
## Iteration 11 lambda =  0.1781323 
## Iteration 1 lambda =  0.3286929 
## Iteration 2 lambda =  0.1944315 
## Iteration 3 lambda =  0.1675792 
## Iteration 4 lambda =  0.1622088 
## Iteration 5 lambda =  0.1611347 
## Iteration 6 lambda =  0.1609198 
## Iteration 7 lambda =  0.1608769 
## Iteration 8 lambda =  0.1608683 
## Iteration 9 lambda =  0.1608666 
## Iteration 10 lambda =  0.1608662 
## Iteration 11 lambda =  0.1608662 
## Iteration 1 lambda =  0.3915645 
## Iteration 2 lambda =  0.2698775 
## Iteration 3 lambda =  0.24554 
## Iteration 4 lambda =  0.2406726 
## Iteration 5 lambda =  0.2396991 
## Iteration 6 lambda =  0.2395044 
## Iteration 7 lambda =  0.2394654 
## Iteration 8 lambda =  0.2394576 
## Iteration 9 lambda =  0.2394561 
## Iteration 10 lambda =  0.2394558 
## Iteration 11 lambda =  0.2394557 
## Iteration 1 lambda =  0.3920777 
## Iteration 2 lambda =  0.2704932 
## Iteration 3 lambda =  0.2461763 
## Iteration 4 lambda =  0.2413129 
## Iteration 5 lambda =  0.2403403 
## Iteration 6 lambda =  0.2401457 
## Iteration 7 lambda =  0.2401068 
## Iteration 8 lambda =  0.240099 
## Iteration 9 lambda =  0.2400975 
## Iteration 10 lambda =  0.2400972 
## Iteration 11 lambda =  0.2400971 
## Iteration 1 lambda =  0.356579 
## Iteration 2 lambda =  0.2278948 
## Iteration 3 lambda =  0.202158 
## Iteration 4 lambda =  0.1970106 
## Iteration 5 lambda =  0.1959811 
## Iteration 6 lambda =  0.1957752 
## Iteration 7 lambda =  0.1957341 
## Iteration 8 lambda =  0.1957258 
## Iteration 9 lambda =  0.1957242 
## Iteration 10 lambda =  0.1957239 
## Iteration 11 lambda =  0.1957238 
## Iteration 1 lambda =  0.3911843 
## Iteration 2 lambda =  0.2694211 
## Iteration 3 lambda =  0.2450685 
## Iteration 4 lambda =  0.240198 
## Iteration 5 lambda =  0.2392239 
## Iteration 6 lambda =  0.239029 
## Iteration 7 lambda =  0.2389901 
## Iteration 8 lambda =  0.2389823 
## Iteration 9 lambda =  0.2389807 
## Iteration 10 lambda =  0.2389804 
## Iteration 11 lambda =  0.2389803 
## Iteration 1 lambda =  0.3660077 
## Iteration 2 lambda =  0.2392092 
## Iteration 3 lambda =  0.2138495 
## Iteration 4 lambda =  0.2087776 
## Iteration 5 lambda =  0.2077632 
## Iteration 6 lambda =  0.2075603 
## Iteration 7 lambda =  0.2075198 
## Iteration 8 lambda =  0.2075116 
## Iteration 9 lambda =  0.20751 
## Iteration 10 lambda =  0.2075097 
## Iteration 11 lambda =  0.2075096 
## Iteration 1 lambda =  0.3644411 
## Iteration 2 lambda =  0.2373294 
## Iteration 3 lambda =  0.211907 
## Iteration 4 lambda =  0.2068225 
## Iteration 5 lambda =  0.2058056 
## Iteration 6 lambda =  0.2056023 
## Iteration 7 lambda =  0.2055616 
## Iteration 8 lambda =  0.2055535 
## Iteration 9 lambda =  0.2055518 
## Iteration 10 lambda =  0.2055515 
## Iteration 11 lambda =  0.2055514 
## Iteration 1 lambda =  0.3405822 
## Iteration 2 lambda =  0.2086987 
## Iteration 3 lambda =  0.182322 
## Iteration 4 lambda =  0.1770466 
## Iteration 5 lambda =  0.1759916 
## Iteration 6 lambda =  0.1757806 
## Iteration 7 lambda =  0.1757384 
## Iteration 8 lambda =  0.1757299 
## Iteration 9 lambda =  0.1757282 
## Iteration 10 lambda =  0.1757279 
## Iteration 11 lambda =  0.1757278 
## Iteration 1 lambda =  0.334667 
## Iteration 2 lambda =  0.2016004 
## Iteration 3 lambda =  0.1749871 
## Iteration 4 lambda =  0.1696645 
## Iteration 5 lambda =  0.1685999 
## Iteration 6 lambda =  0.168387 
## Iteration 7 lambda =  0.1683444 
## Iteration 8 lambda =  0.1683359 
## Iteration 9 lambda =  0.1683342 
## Iteration 10 lambda =  0.1683339 
## Iteration 11 lambda =  0.1683338 
## Iteration 1 lambda =  0.3247685 
## Iteration 2 lambda =  0.1897222 
## Iteration 3 lambda =  0.1627129 
## Iteration 4 lambda =  0.1573111 
## Iteration 5 lambda =  0.1562307 
## Iteration 6 lambda =  0.1560146 
## Iteration 7 lambda =  0.1559714 
## Iteration 8 lambda =  0.1559628 
## Iteration 9 lambda =  0.155961 
## Iteration 10 lambda =  0.1559607 
## Iteration 11 lambda =  0.1559606 
## Iteration 1 lambda =  0.3839596 
## Iteration 2 lambda =  0.2607515 
## Iteration 3 lambda =  0.2361099 
## Iteration 4 lambda =  0.2311816 
## Iteration 5 lambda =  0.2301959 
## Iteration 6 lambda =  0.2299988 
## Iteration 7 lambda =  0.2299593 
## Iteration 8 lambda =  0.2299514 
## Iteration 9 lambda =  0.2299499 
## Iteration 10 lambda =  0.2299496 
## Iteration 11 lambda =  0.2299495 
## Iteration 1 lambda =  0.3505036 
## Iteration 2 lambda =  0.2206043 
## Iteration 3 lambda =  0.1946245 
## Iteration 4 lambda =  0.1894285 
## Iteration 5 lambda =  0.1883893 
## Iteration 6 lambda =  0.1881815 
## Iteration 7 lambda =  0.1881399 
## Iteration 8 lambda =  0.1881316 
## Iteration 9 lambda =  0.1881299 
## Iteration 10 lambda =  0.1881296 
## Iteration 11 lambda =  0.1881295 
## Iteration 1 lambda =  0.2942078 
## Iteration 2 lambda =  0.1530494 
## Iteration 3 lambda =  0.1248177 
## Iteration 4 lambda =  0.1191714 
## Iteration 5 lambda =  0.1180421 
## Iteration 6 lambda =  0.1178162 
## Iteration 7 lambda =  0.1177711 
## Iteration 8 lambda =  0.117762 
## Iteration 9 lambda =  0.1177602 
## Iteration 10 lambda =  0.1177599 
## Iteration 11 lambda =  0.1177598 
## Iteration 1 lambda =  0.3088865 
## Iteration 2 lambda =  0.1706638 
## Iteration 3 lambda =  0.1430193 
## Iteration 4 lambda =  0.1374904 
## Iteration 5 lambda =  0.1363846 
## Iteration 6 lambda =  0.1361634 
## Iteration 7 lambda =  0.1361192 
## Iteration 8 lambda =  0.1361104 
## Iteration 9 lambda =  0.1361086 
## Iteration 10 lambda =  0.1361082 
## Iteration 11 lambda =  0.1361082 
## Iteration 1 lambda =  0.3723759 
## Iteration 2 lambda =  0.246851 
## Iteration 3 lambda =  0.2217461 
## Iteration 4 lambda =  0.2167251 
## Iteration 5 lambda =  0.2157209 
## Iteration 6 lambda =  0.21552 
## Iteration 7 lambda =  0.2154799 
## Iteration 8 lambda =  0.2154718 
## Iteration 9 lambda =  0.2154702 
## Iteration 10 lambda =  0.2154699 
## Iteration 11 lambda =  0.2154698 
## Iteration 1 lambda =  0.3334429 
## Iteration 2 lambda =  0.2001315 
## Iteration 3 lambda =  0.1734692 
## Iteration 4 lambda =  0.1681368 
## Iteration 5 lambda =  0.1670703 
## Iteration 6 lambda =  0.166857 
## Iteration 7 lambda =  0.1668143 
## Iteration 8 lambda =  0.1668058 
## Iteration 9 lambda =  0.1668041 
## Iteration 10 lambda =  0.1668038 
## Iteration 11 lambda =  0.1668037 
## Iteration 1 lambda =  0.3653425 
## Iteration 2 lambda =  0.238411 
## Iteration 3 lambda =  0.2130247 
## Iteration 4 lambda =  0.2079475 
## Iteration 5 lambda =  0.206932 
## Iteration 6 lambda =  0.2067289 
## Iteration 7 lambda =  0.2066883 
## Iteration 8 lambda =  0.2066802 
## Iteration 9 lambda =  0.2066786 
## Iteration 10 lambda =  0.2066782 
## Iteration 11 lambda =  0.2066782 
## Iteration 1 lambda =  0.344298 
## Iteration 2 lambda =  0.2131576 
## Iteration 3 lambda =  0.1869296 
## Iteration 4 lambda =  0.1816839 
## Iteration 5 lambda =  0.1806348 
## Iteration 6 lambda =  0.180425 
## Iteration 7 lambda =  0.180383 
## Iteration 8 lambda =  0.1803746 
## Iteration 9 lambda =  0.180373 
## Iteration 10 lambda =  0.1803726 
## Iteration 11 lambda =  0.1803726 
## Iteration 1 lambda =  0.3421885 
## Iteration 2 lambda =  0.2106262 
## Iteration 3 lambda =  0.1843137 
## Iteration 4 lambda =  0.1790513 
## Iteration 5 lambda =  0.1779988 
## Iteration 6 lambda =  0.1777883 
## Iteration 7 lambda =  0.1777462 
## Iteration 8 lambda =  0.1777377 
## Iteration 9 lambda =  0.1777361 
## Iteration 10 lambda =  0.1777357 
## Iteration 11 lambda =  0.1777356 
## Iteration 1 lambda =  0.3728905 
## Iteration 2 lambda =  0.2474686 
## Iteration 3 lambda =  0.2223842 
## Iteration 4 lambda =  0.2173673 
## Iteration 5 lambda =  0.2163639 
## Iteration 6 lambda =  0.2161633 
## Iteration 7 lambda =  0.2161231 
## Iteration 8 lambda =  0.2161151 
## Iteration 9 lambda =  0.2161135 
## Iteration 10 lambda =  0.2161132 
## Iteration 11 lambda =  0.2161131 
## Iteration 1 lambda =  0.3646231 
## Iteration 2 lambda =  0.2375477 
## Iteration 3 lambda =  0.2121326 
## Iteration 4 lambda =  0.2070496 
## Iteration 5 lambda =  0.206033 
## Iteration 6 lambda =  0.2058297 
## Iteration 7 lambda =  0.205789 
## Iteration 8 lambda =  0.2057809 
## Iteration 9 lambda =  0.2057792 
## Iteration 10 lambda =  0.2057789 
## Iteration 11 lambda =  0.2057788 
## Iteration 1 lambda =  0.3648538 
## Iteration 2 lambda =  0.2378245 
## Iteration 3 lambda =  0.2124187 
## Iteration 4 lambda =  0.2073375 
## Iteration 5 lambda =  0.2063213 
## Iteration 6 lambda =  0.206118 
## Iteration 7 lambda =  0.2060774 
## Iteration 8 lambda =  0.2060692 
## Iteration 9 lambda =  0.2060676 
## Iteration 10 lambda =  0.2060673 
## Iteration 11 lambda =  0.2060672 
## Iteration 1 lambda =  0.3852218 
## Iteration 2 lambda =  0.2622662 
## Iteration 3 lambda =  0.2376751 
## Iteration 4 lambda =  0.2327568 
## Iteration 5 lambda =  0.2317732 
## Iteration 6 lambda =  0.2315765 
## Iteration 7 lambda =  0.2315371 
## Iteration 8 lambda =  0.2315292 
## Iteration 9 lambda =  0.2315277 
## Iteration 10 lambda =  0.2315274 
## Iteration 11 lambda =  0.2315273 
## Iteration 1 lambda =  0.3466878 
## Iteration 2 lambda =  0.2160254 
## Iteration 3 lambda =  0.1898929 
## Iteration 4 lambda =  0.1846664 
## Iteration 5 lambda =  0.1836211 
## Iteration 6 lambda =  0.183412 
## Iteration 7 lambda =  0.1833702 
## Iteration 8 lambda =  0.1833618 
## Iteration 9 lambda =  0.1833602 
## Iteration 10 lambda =  0.1833598 
## Iteration 11 lambda =  0.1833598 
## Iteration 1 lambda =  0.3154122 
## Iteration 2 lambda =  0.1784946 
## Iteration 3 lambda =  0.1511111 
## Iteration 4 lambda =  0.1456344 
## Iteration 5 lambda =  0.1445391 
## Iteration 6 lambda =  0.14432 
## Iteration 7 lambda =  0.1442762 
## Iteration 8 lambda =  0.1442674 
## Iteration 9 lambda =  0.1442657 
## Iteration 10 lambda =  0.1442653 
## Iteration 11 lambda =  0.1442652 
## Iteration 1 lambda =  0.3898182 
## Iteration 2 lambda =  0.2677818 
## Iteration 3 lambda =  0.2433745 
## Iteration 4 lambda =  0.2384931 
## Iteration 5 lambda =  0.2375168 
## Iteration 6 lambda =  0.2373215 
## Iteration 7 lambda =  0.2372825 
## Iteration 8 lambda =  0.2372747 
## Iteration 9 lambda =  0.2372731 
## Iteration 10 lambda =  0.2372728 
## Iteration 11 lambda =  0.2372727 
## Iteration 1 lambda =  0.372602 
## Iteration 2 lambda =  0.2471224 
## Iteration 3 lambda =  0.2220265 
## Iteration 4 lambda =  0.2170073 
## Iteration 5 lambda =  0.2160034 
## Iteration 6 lambda =  0.2158027 
## Iteration 7 lambda =  0.2157625 
## Iteration 8 lambda =  0.2157545 
## Iteration 9 lambda =  0.2157529 
## Iteration 10 lambda =  0.2157526 
## Iteration 11 lambda =  0.2157525 
## Iteration 1 lambda =  0.3437747 
## Iteration 2 lambda =  0.2125297 
## Iteration 3 lambda =  0.1862807 
## Iteration 4 lambda =  0.1810309 
## Iteration 5 lambda =  0.1799809 
## Iteration 6 lambda =  0.1797709 
## Iteration 7 lambda =  0.1797289 
## Iteration 8 lambda =  0.1797205 
## Iteration 9 lambda =  0.1797188 
## Iteration 10 lambda =  0.1797185 
## Iteration 11 lambda =  0.1797184 
## Iteration 1 lambda =  0.344095 
## Iteration 2 lambda =  0.212914 
## Iteration 3 lambda =  0.1866778 
## Iteration 4 lambda =  0.1814305 
## Iteration 5 lambda =  0.1803811 
## Iteration 6 lambda =  0.1801712 
## Iteration 7 lambda =  0.1801292 
## Iteration 8 lambda =  0.1801208 
## Iteration 9 lambda =  0.1801191 
## Iteration 10 lambda =  0.1801188 
## Iteration 11 lambda =  0.1801187 
## Iteration 1 lambda =  0.3590356 
## Iteration 2 lambda =  0.2308427 
## Iteration 3 lambda =  0.2052041 
## Iteration 4 lambda =  0.2000764 
## Iteration 5 lambda =  0.1990508 
## Iteration 6 lambda =  0.1988457 
## Iteration 7 lambda =  0.1988047 
## Iteration 8 lambda =  0.1987965 
## Iteration 9 lambda =  0.1987948 
## Iteration 10 lambda =  0.1987945 
## Iteration 11 lambda =  0.1987945 
## Iteration 1 lambda =  0.3383132 
## Iteration 2 lambda =  0.2059759 
## Iteration 3 lambda =  0.1795084 
## Iteration 4 lambda =  0.1742149 
## Iteration 5 lambda =  0.1731562 
## Iteration 6 lambda =  0.1729445 
## Iteration 7 lambda =  0.1729021 
## Iteration 8 lambda =  0.1728936 
## Iteration 9 lambda =  0.1728919 
## Iteration 10 lambda =  0.1728916 
## Iteration 11 lambda =  0.1728915 
## Iteration 1 lambda =  0.3520939 
## Iteration 2 lambda =  0.2225126 
## Iteration 3 lambda =  0.1965964 
## Iteration 4 lambda =  0.1914131 
## Iteration 5 lambda =  0.1903765 
## Iteration 6 lambda =  0.1901692 
## Iteration 7 lambda =  0.1901277 
## Iteration 8 lambda =  0.1901194 
## Iteration 9 lambda =  0.1901177 
## Iteration 10 lambda =  0.1901174 
## Iteration 11 lambda =  0.1901173 
## Iteration 1 lambda =  0.3496511 
## Iteration 2 lambda =  0.2195813 
## Iteration 3 lambda =  0.1935674 
## Iteration 4 lambda =  0.1883646 
## Iteration 5 lambda =  0.187324 
## Iteration 6 lambda =  0.1871159 
## Iteration 7 lambda =  0.1870743 
## Iteration 8 lambda =  0.1870659 
## Iteration 9 lambda =  0.1870643 
## Iteration 10 lambda =  0.1870639 
## Iteration 11 lambda =  0.1870639 
## Iteration 1 lambda =  0.3029921 
## Iteration 2 lambda =  0.1635905 
## Iteration 3 lambda =  0.1357101 
## Iteration 4 lambda =  0.1301341 
## Iteration 5 lambda =  0.1290189 
## Iteration 6 lambda =  0.1287958 
## Iteration 7 lambda =  0.1287512 
## Iteration 8 lambda =  0.1287423 
## Iteration 9 lambda =  0.1287405 
## Iteration 10 lambda =  0.1287402 
## Iteration 11 lambda =  0.1287401 
## Iteration 1 lambda =  0.3105936 
## Iteration 2 lambda =  0.1727123 
## Iteration 3 lambda =  0.145136 
## Iteration 4 lambda =  0.1396208 
## Iteration 5 lambda =  0.1385177 
## Iteration 6 lambda =  0.1382971 
## Iteration 7 lambda =  0.138253 
## Iteration 8 lambda =  0.1382442 
## Iteration 9 lambda =  0.1382424 
## Iteration 10 lambda =  0.138242 
## Iteration 11 lambda =  0.138242 
## Iteration 1 lambda =  0.3865692 
## Iteration 2 lambda =  0.263883 
## Iteration 3 lambda =  0.2393458 
## Iteration 4 lambda =  0.2344384 
## Iteration 5 lambda =  0.2334569 
## Iteration 6 lambda =  0.2332606 
## Iteration 7 lambda =  0.2332213 
## Iteration 8 lambda =  0.2332135 
## Iteration 9 lambda =  0.2332119 
## Iteration 10 lambda =  0.2332116 
## Iteration 11 lambda =  0.2332115 
## Iteration 1 lambda =  0.3574425 
## Iteration 2 lambda =  0.228931 
## Iteration 3 lambda =  0.2032287 
## Iteration 4 lambda =  0.1980883 
## Iteration 5 lambda =  0.1970602 
## Iteration 6 lambda =  0.1968546 
## Iteration 7 lambda =  0.1968134 
## Iteration 8 lambda =  0.1968052 
## Iteration 9 lambda =  0.1968036 
## Iteration 10 lambda =  0.1968032 
## Iteration 11 lambda =  0.1968032 
## Iteration 1 lambda =  0.3927959 
## Iteration 2 lambda =  0.271355 
## Iteration 3 lambda =  0.2470669 
## Iteration 4 lambda =  0.2422092 
## Iteration 5 lambda =  0.2412377 
## Iteration 6 lambda =  0.2410434 
## Iteration 7 lambda =  0.2410045 
## Iteration 8 lambda =  0.2409968 
## Iteration 9 lambda =  0.2409952 
## Iteration 10 lambda =  0.2409949 
## Iteration 11 lambda =  0.2409948 
## Iteration 1 lambda =  0.3381497 
## Iteration 2 lambda =  0.2057797 
## Iteration 3 lambda =  0.1793057 
## Iteration 4 lambda =  0.1740109 
## Iteration 5 lambda =  0.1729519 
## Iteration 6 lambda =  0.1727401 
## Iteration 7 lambda =  0.1726977 
## Iteration 8 lambda =  0.1726893 
## Iteration 9 lambda =  0.1726876 
## Iteration 10 lambda =  0.1726872 
## Iteration 11 lambda =  0.1726872 
## Iteration 1 lambda =  0.4194157 
## Iteration 2 lambda =  0.3032989 
## Iteration 3 lambda =  0.2800755 
## Iteration 4 lambda =  0.2754309 
## Iteration 5 lambda =  0.2745019 
## Iteration 6 lambda =  0.2743161 
## Iteration 7 lambda =  0.274279 
## Iteration 8 lambda =  0.2742715 
## Iteration 9 lambda =  0.2742701 
## Iteration 10 lambda =  0.2742698 
## Iteration 11 lambda =  0.2742697 
## Iteration 1 lambda =  0.3441426 
## Iteration 2 lambda =  0.2129711 
## Iteration 3 lambda =  0.1867368 
## Iteration 4 lambda =  0.18149 
## Iteration 5 lambda =  0.1804406 
## Iteration 6 lambda =  0.1802307 
## Iteration 7 lambda =  0.1801887 
## Iteration 8 lambda =  0.1801804 
## Iteration 9 lambda =  0.1801787 
## Iteration 10 lambda =  0.1801783 
## Iteration 11 lambda =  0.1801783 
## Iteration 1 lambda =  0.3362317 
## Iteration 2 lambda =  0.203478 
## Iteration 3 lambda =  0.1769273 
## Iteration 4 lambda =  0.1716171 
## Iteration 5 lambda =  0.1705551 
## Iteration 6 lambda =  0.1703427 
## Iteration 7 lambda =  0.1703002 
## Iteration 8 lambda =  0.1702917 
## Iteration 9 lambda =  0.17029 
## Iteration 10 lambda =  0.1702897 
## Iteration 11 lambda =  0.1702896 
## Iteration 1 lambda =  0.3642293 
## Iteration 2 lambda =  0.2370752 
## Iteration 3 lambda =  0.2116444 
## Iteration 4 lambda =  0.2065582 
## Iteration 5 lambda =  0.205541 
## Iteration 6 lambda =  0.2053375 
## Iteration 7 lambda =  0.2052968 
## Iteration 8 lambda =  0.2052887 
## Iteration 9 lambda =  0.2052871 
## Iteration 10 lambda =  0.2052867 
## Iteration 11 lambda =  0.2052867 
## Iteration 1 lambda =  0.3706844 
## Iteration 2 lambda =  0.2448213 
## Iteration 3 lambda =  0.2196486 
## Iteration 4 lambda =  0.2146141 
## Iteration 5 lambda =  0.2136072 
## Iteration 6 lambda =  0.2134058 
## Iteration 7 lambda =  0.2133655 
## Iteration 8 lambda =  0.2133575 
## Iteration 9 lambda =  0.2133559 
## Iteration 10 lambda =  0.2133556 
## Iteration 11 lambda =  0.2133555 
## Iteration 1 lambda =  0.3637067 
## Iteration 2 lambda =  0.2364481 
## Iteration 3 lambda =  0.2109964 
## Iteration 4 lambda =  0.205906 
## Iteration 5 lambda =  0.2048879 
## Iteration 6 lambda =  0.2046843 
## Iteration 7 lambda =  0.2046436 
## Iteration 8 lambda =  0.2046355 
## Iteration 9 lambda =  0.2046338 
## Iteration 10 lambda =  0.2046335 
## Iteration 11 lambda =  0.2046334 
## Iteration 1 lambda =  0.335209 
## Iteration 2 lambda =  0.2022508 
## Iteration 3 lambda =  0.1756591 
## Iteration 4 lambda =  0.1703408 
## Iteration 5 lambda =  0.1692772 
## Iteration 6 lambda =  0.1690644 
## Iteration 7 lambda =  0.1690219 
## Iteration 8 lambda =  0.1690134 
## Iteration 9 lambda =  0.1690117 
## Iteration 10 lambda =  0.1690113 
## Iteration 11 lambda =  0.1690113 
## Iteration 1 lambda =  0.4085079 
## Iteration 2 lambda =  0.2902095 
## Iteration 3 lambda =  0.2665498 
## Iteration 4 lambda =  0.2618178 
## Iteration 5 lambda =  0.2608715 
## Iteration 6 lambda =  0.2606822 
## Iteration 7 lambda =  0.2606443 
## Iteration 8 lambda =  0.2606368 
## Iteration 9 lambda =  0.2606352 
## Iteration 10 lambda =  0.2606349 
## Iteration 11 lambda =  0.2606349 
## Iteration 1 lambda =  0.3366481 
## Iteration 2 lambda =  0.2039777 
## Iteration 3 lambda =  0.1774437 
## Iteration 4 lambda =  0.1721368 
## Iteration 5 lambda =  0.1710755 
## Iteration 6 lambda =  0.1708632 
## Iteration 7 lambda =  0.1708207 
## Iteration 8 lambda =  0.1708123 
## Iteration 9 lambda =  0.1708106 
## Iteration 10 lambda =  0.1708102 
## Iteration 11 lambda =  0.1708101 
## Iteration 1 lambda =  0.367849 
## Iteration 2 lambda =  0.2414189 
## Iteration 3 lambda =  0.2161328 
## Iteration 4 lambda =  0.2110756 
## Iteration 5 lambda =  0.2100642 
## Iteration 6 lambda =  0.2098619 
## Iteration 7 lambda =  0.2098214 
## Iteration 8 lambda =  0.2098133 
## Iteration 9 lambda =  0.2098117 
## Iteration 10 lambda =  0.2098114 
## Iteration 11 lambda =  0.2098113 
## Iteration 1 lambda =  0.3471061 
## Iteration 2 lambda =  0.2165273 
## Iteration 3 lambda =  0.1904115 
## Iteration 4 lambda =  0.1851884 
## Iteration 5 lambda =  0.1841438 
## Iteration 6 lambda =  0.1839348 
## Iteration 7 lambda =  0.1838931 
## Iteration 8 lambda =  0.1838847 
## Iteration 9 lambda =  0.183883 
## Iteration 10 lambda =  0.1838827 
## Iteration 11 lambda =  0.1838826 
## Iteration 1 lambda =  0.4124982 
## Iteration 2 lambda =  0.2949979 
## Iteration 3 lambda =  0.2714978 
## Iteration 4 lambda =  0.2667978 
## Iteration 5 lambda =  0.2658578 
## Iteration 6 lambda =  0.2656698 
## Iteration 7 lambda =  0.2656322 
## Iteration 8 lambda =  0.2656247 
## Iteration 9 lambda =  0.2656232 
## Iteration 10 lambda =  0.2656229 
## Iteration 11 lambda =  0.2656228 
## Iteration 1 lambda =  0.3560914 
## Iteration 2 lambda =  0.2273097 
## Iteration 3 lambda =  0.2015533 
## Iteration 4 lambda =  0.1964021 
## Iteration 5 lambda =  0.1953718 
## Iteration 6 lambda =  0.1951658 
## Iteration 7 lambda =  0.1951246 
## Iteration 8 lambda =  0.1951163 
## Iteration 9 lambda =  0.1951147 
## Iteration 10 lambda =  0.1951143 
## Iteration 11 lambda =  0.1951143 
## Iteration 1 lambda =  0.4366009 
## Iteration 2 lambda =  0.323921 
## Iteration 3 lambda =  0.3013851 
## Iteration 4 lambda =  0.2968779 
## Iteration 5 lambda =  0.2959764 
## Iteration 6 lambda =  0.2957962 
## Iteration 7 lambda =  0.2957601 
## Iteration 8 lambda =  0.2957529 
## Iteration 9 lambda =  0.2957514 
## Iteration 10 lambda =  0.2957512 
## Iteration 11 lambda =  0.2957511 
## Iteration 1 lambda =  0.3601862 
## Iteration 2 lambda =  0.2322235 
## Iteration 3 lambda =  0.2066309 
## Iteration 4 lambda =  0.2015124 
## Iteration 5 lambda =  0.2004887 
## Iteration 6 lambda =  0.200284 
## Iteration 7 lambda =  0.200243 
## Iteration 8 lambda =  0.2002348 
## Iteration 9 lambda =  0.2002332 
## Iteration 10 lambda =  0.2002328 
## Iteration 11 lambda =  0.2002328 
## Iteration 1 lambda =  0.4006339 
## Iteration 2 lambda =  0.2807607 
## Iteration 3 lambda =  0.256786 
## Iteration 4 lambda =  0.2519911 
## Iteration 5 lambda =  0.2510321 
## Iteration 6 lambda =  0.2508403 
## Iteration 7 lambda =  0.2508019 
## Iteration 8 lambda =  0.2507943 
## Iteration 9 lambda =  0.2507927 
## Iteration 10 lambda =  0.2507924 
## Iteration 11 lambda =  0.2507924 
## Iteration 1 lambda =  0.3539652 
## Iteration 2 lambda =  0.2247583 
## Iteration 3 lambda =  0.1989169 
## Iteration 4 lambda =  0.1937486 
## Iteration 5 lambda =  0.192715 
## Iteration 6 lambda =  0.1925082 
## Iteration 7 lambda =  0.1924669 
## Iteration 8 lambda =  0.1924586 
## Iteration 9 lambda =  0.192457 
## Iteration 10 lambda =  0.1924566 
## Iteration 11 lambda =  0.1924566 
## Iteration 1 lambda =  0.3529915 
## Iteration 2 lambda =  0.2235898 
## Iteration 3 lambda =  0.1977095 
## Iteration 4 lambda =  0.1925334 
## Iteration 5 lambda =  0.1914982 
## Iteration 6 lambda =  0.1912911 
## Iteration 7 lambda =  0.1912497 
## Iteration 8 lambda =  0.1912414 
## Iteration 9 lambda =  0.1912398 
## Iteration 10 lambda =  0.1912395 
## Iteration 11 lambda =  0.1912394 
## Iteration 1 lambda =  0.3717854 
## Iteration 2 lambda =  0.2461424 
## Iteration 3 lambda =  0.2210138 
## Iteration 4 lambda =  0.2159881 
## Iteration 5 lambda =  0.214983 
## Iteration 6 lambda =  0.214782 
## Iteration 7 lambda =  0.2147417 
## Iteration 8 lambda =  0.2147337 
## Iteration 9 lambda =  0.2147321 
## Iteration 10 lambda =  0.2147318 
## Iteration 11 lambda =  0.2147317 
## Iteration 1 lambda =  0.3833471 
## Iteration 2 lambda =  0.2600165 
## Iteration 3 lambda =  0.2353504 
## Iteration 4 lambda =  0.2304171 
## Iteration 5 lambda =  0.2294305 
## Iteration 6 lambda =  0.2292332 
## Iteration 7 lambda =  0.2291937 
## Iteration 8 lambda =  0.2291858 
## Iteration 9 lambda =  0.2291842 
## Iteration 10 lambda =  0.2291839 
## Iteration 11 lambda =  0.2291839 
## Iteration 1 lambda =  0.3631792 
## Iteration 2 lambda =  0.235815 
## Iteration 3 lambda =  0.2103422 
## Iteration 4 lambda =  0.2052476 
## Iteration 5 lambda =  0.2042287 
## Iteration 6 lambda =  0.2040249 
## Iteration 7 lambda =  0.2039841 
## Iteration 8 lambda =  0.203976 
## Iteration 9 lambda =  0.2039744 
## Iteration 10 lambda =  0.203974 
## Iteration 11 lambda =  0.203974 
## Iteration 1 lambda =  0.4028699 
## Iteration 2 lambda =  0.2834439 
## Iteration 3 lambda =  0.2595587 
## Iteration 4 lambda =  0.2547816 
## Iteration 5 lambda =  0.2538262 
## Iteration 6 lambda =  0.2536352 
## Iteration 7 lambda =  0.2535969 
## Iteration 8 lambda =  0.2535893 
## Iteration 9 lambda =  0.2535878 
## Iteration 10 lambda =  0.2535875 
## Iteration 11 lambda =  0.2535874 
## Iteration 1 lambda =  0.3715969 
## Iteration 2 lambda =  0.2459163 
## Iteration 3 lambda =  0.2207802 
## Iteration 4 lambda =  0.2157529 
## Iteration 5 lambda =  0.2147475 
## Iteration 6 lambda =  0.2145464 
## Iteration 7 lambda =  0.2145062 
## Iteration 8 lambda =  0.2144981 
## Iteration 9 lambda =  0.2144965 
## Iteration 10 lambda =  0.2144962 
## Iteration 11 lambda =  0.2144961 
## Iteration 1 lambda =  0.3913265 
## Iteration 2 lambda =  0.2695918 
## Iteration 3 lambda =  0.2452449 
## Iteration 4 lambda =  0.2403755 
## Iteration 5 lambda =  0.2394016 
## Iteration 6 lambda =  0.2392068 
## Iteration 7 lambda =  0.2391679 
## Iteration 8 lambda =  0.2391601 
## Iteration 9 lambda =  0.2391585 
## Iteration 10 lambda =  0.2391582 
## Iteration 11 lambda =  0.2391581 
## Iteration 1 lambda =  0.3691667 
## Iteration 2 lambda =  0.243 
## Iteration 3 lambda =  0.2177667 
## Iteration 4 lambda =  0.21272 
## Iteration 5 lambda =  0.2117107 
## Iteration 6 lambda =  0.2115088 
## Iteration 7 lambda =  0.2114684 
## Iteration 8 lambda =  0.2114604 
## Iteration 9 lambda =  0.2114587 
## Iteration 10 lambda =  0.2114584 
## Iteration 11 lambda =  0.2114584 
## Iteration 1 lambda =  0.3794832 
## Iteration 2 lambda =  0.2553799 
## Iteration 3 lambda =  0.2305592 
## Iteration 4 lambda =  0.2255951 
## Iteration 5 lambda =  0.2246022 
## Iteration 6 lambda =  0.2244037 
## Iteration 7 lambda =  0.2243639 
## Iteration 8 lambda =  0.224356 
## Iteration 9 lambda =  0.2243544 
## Iteration 10 lambda =  0.2243541 
## Iteration 11 lambda =  0.224354 
## Iteration 1 lambda =  0.2956323 
## Iteration 2 lambda =  0.1547587 
## Iteration 3 lambda =  0.126584 
## Iteration 4 lambda =  0.1209491 
## Iteration 5 lambda =  0.1198221 
## Iteration 6 lambda =  0.1195967 
## Iteration 7 lambda =  0.1195516 
## Iteration 8 lambda =  0.1195426 
## Iteration 9 lambda =  0.1195408 
## Iteration 10 lambda =  0.1195404 
## Iteration 11 lambda =  0.1195404 
## Iteration 1 lambda =  0.3624716 
## Iteration 2 lambda =  0.2349659 
## Iteration 3 lambda =  0.2094647 
## Iteration 4 lambda =  0.2043645 
## Iteration 5 lambda =  0.2033445 
## Iteration 6 lambda =  0.2031404 
## Iteration 7 lambda =  0.2030996 
## Iteration 8 lambda =  0.2030915 
## Iteration 9 lambda =  0.2030899 
## Iteration 10 lambda =  0.2030895 
## Iteration 11 lambda =  0.2030895 
## Iteration 1 lambda =  0.4053908 
## Iteration 2 lambda =  0.2864689 
## Iteration 3 lambda =  0.2626846 
## Iteration 4 lambda =  0.2579277 
## Iteration 5 lambda =  0.2569763 
## Iteration 6 lambda =  0.2567861 
## Iteration 7 lambda =  0.256748 
## Iteration 8 lambda =  0.2567404 
## Iteration 9 lambda =  0.2567389 
## Iteration 10 lambda =  0.2567386 
## Iteration 11 lambda =  0.2567385 
## Iteration 1 lambda =  0.3560185 
## Iteration 2 lambda =  0.2272222 
## Iteration 3 lambda =  0.2014629 
## Iteration 4 lambda =  0.1963111 
## Iteration 5 lambda =  0.1952807 
## Iteration 6 lambda =  0.1950746 
## Iteration 7 lambda =  0.1950334 
## Iteration 8 lambda =  0.1950252 
## Iteration 9 lambda =  0.1950235 
## Iteration 10 lambda =  0.1950232 
## Iteration 11 lambda =  0.1950231 
## Iteration 1 lambda =  0.3808167 
## Iteration 2 lambda =  0.2569801 
## Iteration 3 lambda =  0.2322127 
## Iteration 4 lambda =  0.2272593 
## Iteration 5 lambda =  0.2262686 
## Iteration 6 lambda =  0.2260704 
## Iteration 7 lambda =  0.2260308 
## Iteration 8 lambda =  0.2260229 
## Iteration 9 lambda =  0.2260213 
## Iteration 10 lambda =  0.226021 
## Iteration 11 lambda =  0.2260209 
## Iteration 1 lambda =  0.3852959 
## Iteration 2 lambda =  0.2623551 
## Iteration 3 lambda =  0.2377669 
## Iteration 4 lambda =  0.2328493 
## Iteration 5 lambda =  0.2318658 
## Iteration 6 lambda =  0.2316691 
## Iteration 7 lambda =  0.2316297 
## Iteration 8 lambda =  0.2316219 
## Iteration 9 lambda =  0.2316203 
## Iteration 10 lambda =  0.23162 
## Iteration 11 lambda =  0.2316199 
## Iteration 1 lambda =  0.3802073 
## Iteration 2 lambda =  0.2562488 
## Iteration 3 lambda =  0.2314571 
## Iteration 4 lambda =  0.2264987 
## Iteration 5 lambda =  0.2255071 
## Iteration 6 lambda =  0.2253087 
## Iteration 7 lambda =  0.2252691 
## Iteration 8 lambda =  0.2252611 
## Iteration 9 lambda =  0.2252595 
## Iteration 10 lambda =  0.2252592 
## Iteration 11 lambda =  0.2252592 
## Iteration 1 lambda =  0.371201 
## Iteration 2 lambda =  0.2454412 
## Iteration 3 lambda =  0.2202893 
## Iteration 4 lambda =  0.2152589 
## Iteration 5 lambda =  0.2142528 
## Iteration 6 lambda =  0.2140516 
## Iteration 7 lambda =  0.2140114 
## Iteration 8 lambda =  0.2140033 
## Iteration 9 lambda =  0.2140017 
## Iteration 10 lambda =  0.2140014 
## Iteration 11 lambda =  0.2140013 
## Iteration 1 lambda =  0.3518437 
## Iteration 2 lambda =  0.2222124 
## Iteration 3 lambda =  0.1962862 
## Iteration 4 lambda =  0.1911009 
## Iteration 5 lambda =  0.1900639 
## Iteration 6 lambda =  0.1898565 
## Iteration 7 lambda =  0.189815 
## Iteration 8 lambda =  0.1898067 
## Iteration 9 lambda =  0.189805 
## Iteration 10 lambda =  0.1898047 
## Iteration 11 lambda =  0.1898046 
## Iteration 1 lambda =  0.3713873 
## Iteration 2 lambda =  0.2456647 
## Iteration 3 lambda =  0.2205202 
## Iteration 4 lambda =  0.2154913 
## Iteration 5 lambda =  0.2144855 
## Iteration 6 lambda =  0.2142844 
## Iteration 7 lambda =  0.2142441 
## Iteration 8 lambda =  0.2142361 
## Iteration 9 lambda =  0.2142345 
## Iteration 10 lambda =  0.2142342 
## Iteration 11 lambda =  0.2142341 
## Iteration 1 lambda =  0.339798 
## Iteration 2 lambda =  0.2077576 
## Iteration 3 lambda =  0.1813495 
## Iteration 4 lambda =  0.1760679 
## Iteration 5 lambda =  0.1750116 
## Iteration 6 lambda =  0.1748003 
## Iteration 7 lambda =  0.1747581 
## Iteration 8 lambda =  0.1747496 
## Iteration 9 lambda =  0.174748 
## Iteration 10 lambda =  0.1747476 
## Iteration 11 lambda =  0.1747475 
## Iteration 1 lambda =  0.4085444 
## Iteration 2 lambda =  0.2902533 
## Iteration 3 lambda =  0.2665951 
## Iteration 4 lambda =  0.2618634 
## Iteration 5 lambda =  0.2609171 
## Iteration 6 lambda =  0.2607278 
## Iteration 7 lambda =  0.26069 
## Iteration 8 lambda =  0.2606824 
## Iteration 9 lambda =  0.2606809 
## Iteration 10 lambda =  0.2606806 
## Iteration 11 lambda =  0.2606805 
## Iteration 1 lambda =  0.380107 
## Iteration 2 lambda =  0.2561284 
## Iteration 3 lambda =  0.2313327 
## Iteration 4 lambda =  0.2263736 
## Iteration 5 lambda =  0.2253818 
## Iteration 6 lambda =  0.2251834 
## Iteration 7 lambda =  0.2251437 
## Iteration 8 lambda =  0.2251358 
## Iteration 9 lambda =  0.2251342 
## Iteration 10 lambda =  0.2251339 
## Iteration 11 lambda =  0.2251338 
## Iteration 1 lambda =  0.3704954 
## Iteration 2 lambda =  0.2445944 
## Iteration 3 lambda =  0.2194142 
## Iteration 4 lambda =  0.2143782 
## Iteration 5 lambda =  0.213371 
## Iteration 6 lambda =  0.2131696 
## Iteration 7 lambda =  0.2131293 
## Iteration 8 lambda =  0.2131212 
## Iteration 9 lambda =  0.2131196 
## Iteration 10 lambda =  0.2131193 
## Iteration 11 lambda =  0.2131192 
## Iteration 1 lambda =  0.3624199 
## Iteration 2 lambda =  0.2349039 
## Iteration 3 lambda =  0.2094007 
## Iteration 4 lambda =  0.2043 
## Iteration 5 lambda =  0.2032799 
## Iteration 6 lambda =  0.2030759 
## Iteration 7 lambda =  0.2030351 
## Iteration 8 lambda =  0.2030269 
## Iteration 9 lambda =  0.2030253 
## Iteration 10 lambda =  0.2030249 
## Iteration 11 lambda =  0.2030249 
## Iteration 1 lambda =  0.3477254 
## Iteration 2 lambda =  0.2172705 
## Iteration 3 lambda =  0.1911795 
## Iteration 4 lambda =  0.1859613 
## Iteration 5 lambda =  0.1849177 
## Iteration 6 lambda =  0.184709 
## Iteration 7 lambda =  0.1846672 
## Iteration 8 lambda =  0.1846589 
## Iteration 9 lambda =  0.1846572 
## Iteration 10 lambda =  0.1846569 
## Iteration 11 lambda =  0.1846568 
## Iteration 1 lambda =  0.3589849 
## Iteration 2 lambda =  0.2307819 
## Iteration 3 lambda =  0.2051413 
## Iteration 4 lambda =  0.2000132 
## Iteration 5 lambda =  0.1989876 
## Iteration 6 lambda =  0.1987824 
## Iteration 7 lambda =  0.1987414 
## Iteration 8 lambda =  0.1987332 
## Iteration 9 lambda =  0.1987316 
## Iteration 10 lambda =  0.1987312 
## Iteration 11 lambda =  0.1987312 
## Iteration 1 lambda =  0.3455953 
## Iteration 2 lambda =  0.2147144 
## Iteration 3 lambda =  0.1885382 
## Iteration 4 lambda =  0.1833029 
## Iteration 5 lambda =  0.1822559 
## Iteration 6 lambda =  0.1820465 
## Iteration 7 lambda =  0.1820046 
## Iteration 8 lambda =  0.1819962 
## Iteration 9 lambda =  0.1819946 
## Iteration 10 lambda =  0.1819942 
## Iteration 11 lambda =  0.1819941 
## Iteration 1 lambda =  0.3722627 
## Iteration 2 lambda =  0.2467152 
## Iteration 3 lambda =  0.2216057 
## Iteration 4 lambda =  0.2165838 
## Iteration 5 lambda =  0.2155794 
## Iteration 6 lambda =  0.2153786 
## Iteration 7 lambda =  0.2153384 
## Iteration 8 lambda =  0.2153303 
## Iteration 9 lambda =  0.2153287 
## Iteration 10 lambda =  0.2153284 
## Iteration 11 lambda =  0.2153284 
## Iteration 1 lambda =  0.3497347 
## Iteration 2 lambda =  0.2196817 
## Iteration 3 lambda =  0.1936711 
## Iteration 4 lambda =  0.188469 
## Iteration 5 lambda =  0.1874285 
## Iteration 6 lambda =  0.1872205 
## Iteration 7 lambda =  0.1871788 
## Iteration 8 lambda =  0.1871705 
## Iteration 9 lambda =  0.1871688 
## Iteration 10 lambda =  0.1871685 
## Iteration 11 lambda =  0.1871684 
## Iteration 1 lambda =  0.3107884 
## Iteration 2 lambda =  0.172946 
## Iteration 3 lambda =  0.1453776 
## Iteration 4 lambda =  0.1398639 
## Iteration 5 lambda =  0.1387611 
## Iteration 6 lambda =  0.1385406 
## Iteration 7 lambda =  0.1384965 
## Iteration 8 lambda =  0.1384876 
## Iteration 9 lambda =  0.1384859 
## Iteration 10 lambda =  0.1384855 
## Iteration 11 lambda =  0.1384855 
## Iteration 1 lambda =  0.3019443 
## Iteration 2 lambda =  0.1623332 
## Iteration 3 lambda =  0.1344109 
## Iteration 4 lambda =  0.1288265 
## Iteration 5 lambda =  0.1277096 
## Iteration 6 lambda =  0.1274862 
## Iteration 7 lambda =  0.1274415 
## Iteration 8 lambda =  0.1274326 
## Iteration 9 lambda =  0.1274308 
## Iteration 10 lambda =  0.1274305 
## Iteration 11 lambda =  0.1274304 
## Iteration 1 lambda =  0.3973808 
## Iteration 2 lambda =  0.276857 
## Iteration 3 lambda =  0.2527522 
## Iteration 4 lambda =  0.2479313 
## Iteration 5 lambda =  0.2469671 
## Iteration 6 lambda =  0.2467742 
## Iteration 7 lambda =  0.2467357 
## Iteration 8 lambda =  0.2467279 
## Iteration 9 lambda =  0.2467264 
## Iteration 10 lambda =  0.2467261 
## Iteration 11 lambda =  0.246726 
## Iteration 1 lambda =  0.3652899 
## Iteration 2 lambda =  0.2383479 
## Iteration 3 lambda =  0.2129594 
## Iteration 4 lambda =  0.2078818 
## Iteration 5 lambda =  0.2068662 
## Iteration 6 lambda =  0.2066631 
## Iteration 7 lambda =  0.2066225 
## Iteration 8 lambda =  0.2066144 
## Iteration 9 lambda =  0.2066128 
## Iteration 10 lambda =  0.2066124 
## Iteration 11 lambda =  0.2066124 
## Iteration 1 lambda =  0.3206451 
## Iteration 2 lambda =  0.1847742 
## Iteration 3 lambda =  0.1576 
## Iteration 4 lambda =  0.1521651 
## Iteration 5 lambda =  0.1510782 
## Iteration 6 lambda =  0.1508608 
## Iteration 7 lambda =  0.1508173 
## Iteration 8 lambda =  0.1508086 
## Iteration 9 lambda =  0.1508069 
## Iteration 10 lambda =  0.1508065 
## Iteration 11 lambda =  0.1508064 
## Iteration 1 lambda =  0.3854378 
## Iteration 2 lambda =  0.2625253 
## Iteration 3 lambda =  0.2379428 
## Iteration 4 lambda =  0.2330263 
## Iteration 5 lambda =  0.232043 
## Iteration 6 lambda =  0.2318464 
## Iteration 7 lambda =  0.2318071 
## Iteration 8 lambda =  0.2317992 
## Iteration 9 lambda =  0.2317976 
## Iteration 10 lambda =  0.2317973 
## Iteration 11 lambda =  0.2317972 
## Iteration 1 lambda =  0.3077564 
## Iteration 2 lambda =  0.1693077 
## Iteration 3 lambda =  0.1416179 
## Iteration 4 lambda =  0.13608 
## Iteration 5 lambda =  0.1349724 
## Iteration 6 lambda =  0.1347509 
## Iteration 7 lambda =  0.1347066 
## Iteration 8 lambda =  0.1346977 
## Iteration 9 lambda =  0.1346959 
## Iteration 10 lambda =  0.1346956 
## Iteration 11 lambda =  0.1346955 
## Iteration 1 lambda =  0.3445948 
## Iteration 2 lambda =  0.2135137 
## Iteration 3 lambda =  0.1872975 
## Iteration 4 lambda =  0.1820543 
## Iteration 5 lambda =  0.1810056 
## Iteration 6 lambda =  0.1807959 
## Iteration 7 lambda =  0.1807539 
## Iteration 8 lambda =  0.1807456 
## Iteration 9 lambda =  0.1807439 
## Iteration 10 lambda =  0.1807435 
## Iteration 11 lambda =  0.1807435 
## Iteration 1 lambda =  0.3843884 
## Iteration 2 lambda =  0.2612661 
## Iteration 3 lambda =  0.2366417 
## Iteration 4 lambda =  0.2317168 
## Iteration 5 lambda =  0.2307318 
## Iteration 6 lambda =  0.2305348 
## Iteration 7 lambda =  0.2304954 
## Iteration 8 lambda =  0.2304875 
## Iteration 9 lambda =  0.2304859 
## Iteration 10 lambda =  0.2304856 
## Iteration 11 lambda =  0.2304856 
## Iteration 1 lambda =  0.3231497 
## Iteration 2 lambda =  0.1877796 
## Iteration 3 lambda =  0.1607056 
## Iteration 4 lambda =  0.1552908 
## Iteration 5 lambda =  0.1542079 
## Iteration 6 lambda =  0.1539913 
## Iteration 7 lambda =  0.1539479 
## Iteration 8 lambda =  0.1539393 
## Iteration 9 lambda =  0.1539375 
## Iteration 10 lambda =  0.1539372 
## Iteration 11 lambda =  0.1539371 
## Iteration 1 lambda =  0.3133625 
## Iteration 2 lambda =  0.176035 
## Iteration 3 lambda =  0.1485695 
## Iteration 4 lambda =  0.1430764 
## Iteration 5 lambda =  0.1419778 
## Iteration 6 lambda =  0.1417581 
## Iteration 7 lambda =  0.1417141 
## Iteration 8 lambda =  0.1417053 
## Iteration 9 lambda =  0.1417036 
## Iteration 10 lambda =  0.1417032 
## Iteration 11 lambda =  0.1417032 
## Iteration 1 lambda =  0.3741907 
## Iteration 2 lambda =  0.2490289 
## Iteration 3 lambda =  0.2239965 
## Iteration 4 lambda =  0.21899 
## Iteration 5 lambda =  0.2179887 
## Iteration 6 lambda =  0.2177885 
## Iteration 7 lambda =  0.2177484 
## Iteration 8 lambda =  0.2177404 
## Iteration 9 lambda =  0.2177388 
## Iteration 10 lambda =  0.2177385 
## Iteration 11 lambda =  0.2177384 
## Iteration 1 lambda =  0.3724868 
## Iteration 2 lambda =  0.2469842 
## Iteration 3 lambda =  0.2218837 
## Iteration 4 lambda =  0.2168636 
## Iteration 5 lambda =  0.2158596 
## Iteration 6 lambda =  0.2156587 
## Iteration 7 lambda =  0.2156186 
## Iteration 8 lambda =  0.2156106 
## Iteration 9 lambda =  0.2156089 
## Iteration 10 lambda =  0.2156086 
## Iteration 11 lambda =  0.2156086 
## Iteration 1 lambda =  0.3929278 
## Iteration 2 lambda =  0.2715134 
## Iteration 3 lambda =  0.2472305 
## Iteration 4 lambda =  0.2423739 
## Iteration 5 lambda =  0.2414026 
## Iteration 6 lambda =  0.2412084 
## Iteration 7 lambda =  0.2411695 
## Iteration 8 lambda =  0.2411617 
## Iteration 9 lambda =  0.2411602 
## Iteration 10 lambda =  0.2411599 
## Iteration 11 lambda =  0.2411598 
## Iteration 1 lambda =  0.3590169 
## Iteration 2 lambda =  0.2308203 
## Iteration 3 lambda =  0.205181 
## Iteration 4 lambda =  0.2000531 
## Iteration 5 lambda =  0.1990276 
## Iteration 6 lambda =  0.1988224 
## Iteration 7 lambda =  0.1987814 
## Iteration 8 lambda =  0.1987732 
## Iteration 9 lambda =  0.1987716 
## Iteration 10 lambda =  0.1987712 
## Iteration 11 lambda =  0.1987712 
## Iteration 1 lambda =  0.3547587 
## Iteration 2 lambda =  0.2257104 
## Iteration 3 lambda =  0.1999008 
## Iteration 4 lambda =  0.1947389 
## Iteration 5 lambda =  0.1937065 
## Iteration 6 lambda =  0.1935 
## Iteration 7 lambda =  0.1934587 
## Iteration 8 lambda =  0.1934504 
## Iteration 9 lambda =  0.1934488 
## Iteration 10 lambda =  0.1934485 
## Iteration 11 lambda =  0.1934484 
## Iteration 1 lambda =  0.3804887 
## Iteration 2 lambda =  0.2565865 
## Iteration 3 lambda =  0.231806 
## Iteration 4 lambda =  0.2268499 
## Iteration 5 lambda =  0.2258587 
## Iteration 6 lambda =  0.2256605 
## Iteration 7 lambda =  0.2256208 
## Iteration 8 lambda =  0.2256129 
## Iteration 9 lambda =  0.2256113 
## Iteration 10 lambda =  0.225611 
## Iteration 11 lambda =  0.2256109 
## Iteration 1 lambda =  0.3797793 
## Iteration 2 lambda =  0.2557351 
## Iteration 3 lambda =  0.2309263 
## Iteration 4 lambda =  0.2259646 
## Iteration 5 lambda =  0.2249722 
## Iteration 6 lambda =  0.2247737 
## Iteration 7 lambda =  0.224734 
## Iteration 8 lambda =  0.2247261 
## Iteration 9 lambda =  0.2247245 
## Iteration 10 lambda =  0.2247242 
## Iteration 11 lambda =  0.2247241 
## Iteration 1 lambda =  0.3066917 
## Iteration 2 lambda =  0.16803 
## Iteration 3 lambda =  0.1402977 
## Iteration 4 lambda =  0.1347512 
## Iteration 5 lambda =  0.1336419 
## Iteration 6 lambda =  0.1334201 
## Iteration 7 lambda =  0.1333757 
## Iteration 8 lambda =  0.1333668 
## Iteration 9 lambda =  0.133365 
## Iteration 10 lambda =  0.1333647 
## Iteration 11 lambda =  0.1333646 
## Iteration 1 lambda =  0.358334 
## Iteration 2 lambda =  0.2300009 
## Iteration 3 lambda =  0.2043342 
## Iteration 4 lambda =  0.1992009 
## Iteration 5 lambda =  0.1981742 
## Iteration 6 lambda =  0.1979689 
## Iteration 7 lambda =  0.1979278 
## Iteration 8 lambda =  0.1979196 
## Iteration 9 lambda =  0.197918 
## Iteration 10 lambda =  0.1979176 
## Iteration 11 lambda =  0.1979176 
## Iteration 1 lambda =  0.3290562 
## Iteration 2 lambda =  0.1948674 
## Iteration 3 lambda =  0.1680297 
## Iteration 4 lambda =  0.1626621 
## Iteration 5 lambda =  0.1615886 
## Iteration 6 lambda =  0.1613739 
## Iteration 7 lambda =  0.161331 
## Iteration 8 lambda =  0.1613224 
## Iteration 9 lambda =  0.1613206 
## Iteration 10 lambda =  0.1613203 
## Iteration 11 lambda =  0.1613202 
## Iteration 1 lambda =  0.3456089 
## Iteration 2 lambda =  0.2147307 
## Iteration 3 lambda =  0.188555 
## Iteration 4 lambda =  0.1833199 
## Iteration 5 lambda =  0.1822729 
## Iteration 6 lambda =  0.1820635 
## Iteration 7 lambda =  0.1820216 
## Iteration 8 lambda =  0.1820132 
## Iteration 9 lambda =  0.1820116 
## Iteration 10 lambda =  0.1820112 
## Iteration 11 lambda =  0.1820112 
## Iteration 1 lambda =  0.3923467 
## Iteration 2 lambda =  0.270816 
## Iteration 3 lambda =  0.2465099 
## Iteration 4 lambda =  0.2416486 
## Iteration 5 lambda =  0.2406764 
## Iteration 6 lambda =  0.2404819 
## Iteration 7 lambda =  0.2404431 
## Iteration 8 lambda =  0.2404353 
## Iteration 9 lambda =  0.2404337 
## Iteration 10 lambda =  0.2404334 
## Iteration 11 lambda =  0.2404333 
## Iteration 1 lambda =  0.3167884 
## Iteration 2 lambda =  0.1801461 
## Iteration 3 lambda =  0.1528177 
## Iteration 4 lambda =  0.147352 
## Iteration 5 lambda =  0.1462588 
## Iteration 6 lambda =  0.1460402 
## Iteration 7 lambda =  0.1459965 
## Iteration 8 lambda =  0.1459877 
## Iteration 9 lambda =  0.145986 
## Iteration 10 lambda =  0.1459856 
## Iteration 11 lambda =  0.1459856 
## Iteration 1 lambda =  0.3353317 
## Iteration 2 lambda =  0.202398 
## Iteration 3 lambda =  0.1758113 
## Iteration 4 lambda =  0.1704939 
## Iteration 5 lambda =  0.1694304 
## Iteration 6 lambda =  0.1692177 
## Iteration 7 lambda =  0.1691752 
## Iteration 8 lambda =  0.1691667 
## Iteration 9 lambda =  0.169165 
## Iteration 10 lambda =  0.1691647 
## Iteration 11 lambda =  0.1691646 
## Iteration 1 lambda =  0.376966 
## Iteration 2 lambda =  0.2523592 
## Iteration 3 lambda =  0.2274378 
## Iteration 4 lambda =  0.2224535 
## Iteration 5 lambda =  0.2214567 
## Iteration 6 lambda =  0.2212573 
## Iteration 7 lambda =  0.2212174 
## Iteration 8 lambda =  0.2212095 
## Iteration 9 lambda =  0.2212079 
## Iteration 10 lambda =  0.2212075 
## Iteration 11 lambda =  0.2212075 
## Iteration 1 lambda =  0.3345879 
## Iteration 2 lambda =  0.2015055 
## Iteration 3 lambda =  0.174889 
## Iteration 4 lambda =  0.1695657 
## Iteration 5 lambda =  0.1685011 
## Iteration 6 lambda =  0.1682881 
## Iteration 7 lambda =  0.1682455 
## Iteration 8 lambda =  0.168237 
## Iteration 9 lambda =  0.1682353 
## Iteration 10 lambda =  0.168235 
## Iteration 11 lambda =  0.1682349 
## Iteration 1 lambda =  0.3554053 
## Iteration 2 lambda =  0.2264864 
## Iteration 3 lambda =  0.2007026 
## Iteration 4 lambda =  0.1955458 
## Iteration 5 lambda =  0.1945145 
## Iteration 6 lambda =  0.1943082 
## Iteration 7 lambda =  0.1942669 
## Iteration 8 lambda =  0.1942587 
## Iteration 9 lambda =  0.194257 
## Iteration 10 lambda =  0.1942567 
## Iteration 11 lambda =  0.1942566 
## Iteration 1 lambda =  0.3438755 
## Iteration 2 lambda =  0.2126506 
## Iteration 3 lambda =  0.1864056 
## Iteration 4 lambda =  0.1811566 
## Iteration 5 lambda =  0.1801068 
## Iteration 6 lambda =  0.1798969 
## Iteration 7 lambda =  0.1798549 
## Iteration 8 lambda =  0.1798465 
## Iteration 9 lambda =  0.1798448 
## Iteration 10 lambda =  0.1798445 
## Iteration 11 lambda =  0.1798444 
## Iteration 1 lambda =  0.3557691 
## Iteration 2 lambda =  0.2269229 
## Iteration 3 lambda =  0.2011537 
## Iteration 4 lambda =  0.1959999 
## Iteration 5 lambda =  0.1949691 
## Iteration 6 lambda =  0.1947629 
## Iteration 7 lambda =  0.1947217 
## Iteration 8 lambda =  0.1947135 
## Iteration 9 lambda =  0.1947118 
## Iteration 10 lambda =  0.1947115 
## Iteration 11 lambda =  0.1947114 
## Iteration 1 lambda =  0.3626072 
## Iteration 2 lambda =  0.2351287 
## Iteration 3 lambda =  0.209633 
## Iteration 4 lambda =  0.2045338 
## Iteration 5 lambda =  0.203514 
## Iteration 6 lambda =  0.20331 
## Iteration 7 lambda =  0.2032692 
## Iteration 8 lambda =  0.2032611 
## Iteration 9 lambda =  0.2032594 
## Iteration 10 lambda =  0.2032591 
## Iteration 11 lambda =  0.203259 
## Iteration 1 lambda =  0.3046284 
## Iteration 2 lambda =  0.1655541 
## Iteration 3 lambda =  0.1377392 
## Iteration 4 lambda =  0.1321763 
## Iteration 5 lambda =  0.1310637 
## Iteration 6 lambda =  0.1308412 
## Iteration 7 lambda =  0.1307967 
## Iteration 8 lambda =  0.1307878 
## Iteration 9 lambda =  0.130786 
## Iteration 10 lambda =  0.1307856 
## Iteration 11 lambda =  0.1307855 
## Iteration 1 lambda =  0.3624108 
## Iteration 2 lambda =  0.234893 
## Iteration 3 lambda =  0.2093894 
## Iteration 4 lambda =  0.2042887 
## Iteration 5 lambda =  0.2032686 
## Iteration 6 lambda =  0.2030645 
## Iteration 7 lambda =  0.2030237 
## Iteration 8 lambda =  0.2030156 
## Iteration 9 lambda =  0.2030139 
## Iteration 10 lambda =  0.2030136 
## Iteration 11 lambda =  0.2030135 
## Iteration 1 lambda =  0.3342574 
## Iteration 2 lambda =  0.2011089 
## Iteration 3 lambda =  0.1744792 
## Iteration 4 lambda =  0.1691533 
## Iteration 5 lambda =  0.1680881 
## Iteration 6 lambda =  0.1678751 
## Iteration 7 lambda =  0.1678324 
## Iteration 8 lambda =  0.1678239 
## Iteration 9 lambda =  0.1678222 
## Iteration 10 lambda =  0.1678219 
## Iteration 11 lambda =  0.1678218 
## Iteration 1 lambda =  0.3503116 
## Iteration 2 lambda =  0.2203739 
## Iteration 3 lambda =  0.1943864 
## Iteration 4 lambda =  0.1891888 
## Iteration 5 lambda =  0.1881493 
## Iteration 6 lambda =  0.1879414 
## Iteration 7 lambda =  0.1878999 
## Iteration 8 lambda =  0.1878915 
## Iteration 9 lambda =  0.1878899 
## Iteration 10 lambda =  0.1878895 
## Iteration 11 lambda =  0.1878895 
## Iteration 1 lambda =  0.3989577 
## Iteration 2 lambda =  0.2787493 
## Iteration 3 lambda =  0.2547076 
## Iteration 4 lambda =  0.2498993 
## Iteration 5 lambda =  0.2489376 
## Iteration 6 lambda =  0.2487453 
## Iteration 7 lambda =  0.2487068 
## Iteration 8 lambda =  0.2486991 
## Iteration 9 lambda =  0.2486976 
## Iteration 10 lambda =  0.2486972 
## Iteration 11 lambda =  0.2486972 
## Iteration 1 lambda =  0.3338522 
## Iteration 2 lambda =  0.2006226 
## Iteration 3 lambda =  0.1739767 
## Iteration 4 lambda =  0.1686475 
## Iteration 5 lambda =  0.1675817 
## Iteration 6 lambda =  0.1673685 
## Iteration 7 lambda =  0.1673259 
## Iteration 8 lambda =  0.1673173 
## Iteration 9 lambda =  0.1673156 
## Iteration 10 lambda =  0.1673153 
## Iteration 11 lambda =  0.1673152 
## Iteration 1 lambda =  0.3678996 
## Iteration 2 lambda =  0.2414795 
## Iteration 3 lambda =  0.2161954 
## Iteration 4 lambda =  0.2111386 
## Iteration 5 lambda =  0.2101273 
## Iteration 6 lambda =  0.209925 
## Iteration 7 lambda =  0.2098846 
## Iteration 8 lambda =  0.2098765 
## Iteration 9 lambda =  0.2098748 
## Iteration 10 lambda =  0.2098745 
## Iteration 11 lambda =  0.2098745 
## Iteration 1 lambda =  0.3683672 
## Iteration 2 lambda =  0.2420406 
## Iteration 3 lambda =  0.2167753 
## Iteration 4 lambda =  0.2117222 
## Iteration 5 lambda =  0.2107116 
## Iteration 6 lambda =  0.2105095 
## Iteration 7 lambda =  0.210469 
## Iteration 8 lambda =  0.210461 
## Iteration 9 lambda =  0.2104593 
## Iteration 10 lambda =  0.210459 
## Iteration 11 lambda =  0.210459 
## Iteration 1 lambda =  0.3265167 
## Iteration 2 lambda =  0.1918201 
## Iteration 3 lambda =  0.1648808 
## Iteration 4 lambda =  0.1594929 
## Iteration 5 lambda =  0.1584153 
## Iteration 6 lambda =  0.1581998 
## Iteration 7 lambda =  0.1581567 
## Iteration 8 lambda =  0.1581481 
## Iteration 9 lambda =  0.1581464 
## Iteration 10 lambda =  0.158146 
## Iteration 11 lambda =  0.1581459 
## Iteration 1 lambda =  0.3531092 
## Iteration 2 lambda =  0.2237311 
## Iteration 3 lambda =  0.1978554 
## Iteration 4 lambda =  0.1926803 
## Iteration 5 lambda =  0.1916453 
## Iteration 6 lambda =  0.1914383 
## Iteration 7 lambda =  0.1913969 
## Iteration 8 lambda =  0.1913886 
## Iteration 9 lambda =  0.1913869 
## Iteration 10 lambda =  0.1913866 
## Iteration 11 lambda =  0.1913865 
## Iteration 1 lambda =  0.3324059 
## Iteration 2 lambda =  0.1988871 
## Iteration 3 lambda =  0.1721833 
## Iteration 4 lambda =  0.1668426 
## Iteration 5 lambda =  0.1657744 
## Iteration 6 lambda =  0.1655608 
## Iteration 7 lambda =  0.1655181 
## Iteration 8 lambda =  0.1655095 
## Iteration 9 lambda =  0.1655078 
## Iteration 10 lambda =  0.1655075 
## Iteration 11 lambda =  0.1655074 
## Iteration 1 lambda =  0.349513 
## Iteration 2 lambda =  0.2194156 
## Iteration 3 lambda =  0.1933961 
## Iteration 4 lambda =  0.1881922 
## Iteration 5 lambda =  0.1871514 
## Iteration 6 lambda =  0.1869433 
## Iteration 7 lambda =  0.1869017 
## Iteration 8 lambda =  0.1868933 
## Iteration 9 lambda =  0.1868917 
## Iteration 10 lambda =  0.1868913 
## Iteration 11 lambda =  0.1868913 
## Iteration 1 lambda =  0.3774883 
## Iteration 2 lambda =  0.252986 
## Iteration 3 lambda =  0.2280855 
## Iteration 4 lambda =  0.2231054 
## Iteration 5 lambda =  0.2221094 
## Iteration 6 lambda =  0.2219102 
## Iteration 7 lambda =  0.2218704 
## Iteration 8 lambda =  0.2218624 
## Iteration 9 lambda =  0.2218608 
## Iteration 10 lambda =  0.2218605 
## Iteration 11 lambda =  0.2218604 
## Iteration 1 lambda =  0.3548094 
## Iteration 2 lambda =  0.2257713 
## Iteration 3 lambda =  0.1999637 
## Iteration 4 lambda =  0.1948021 
## Iteration 5 lambda =  0.1937698 
## Iteration 6 lambda =  0.1935634 
## Iteration 7 lambda =  0.1935221 
## Iteration 8 lambda =  0.1935138 
## Iteration 9 lambda =  0.1935122 
## Iteration 10 lambda =  0.1935118 
## Iteration 11 lambda =  0.1935118 
## Iteration 1 lambda =  0.3291398 
## Iteration 2 lambda =  0.1949678 
## Iteration 3 lambda =  0.1681334 
## Iteration 4 lambda =  0.1627665 
## Iteration 5 lambda =  0.1616931 
## Iteration 6 lambda =  0.1614784 
## Iteration 7 lambda =  0.1614355 
## Iteration 8 lambda =  0.1614269 
## Iteration 9 lambda =  0.1614252 
## Iteration 10 lambda =  0.1614248 
## Iteration 11 lambda =  0.1614248 
## Iteration 1 lambda =  0.3574559 
## Iteration 2 lambda =  0.2289471 
## Iteration 3 lambda =  0.2032453 
## Iteration 4 lambda =  0.1981049 
## Iteration 5 lambda =  0.1970769 
## Iteration 6 lambda =  0.1968713 
## Iteration 7 lambda =  0.1968301 
## Iteration 8 lambda =  0.1968219 
## Iteration 9 lambda =  0.1968203 
## Iteration 10 lambda =  0.1968199 
## Iteration 11 lambda =  0.1968199 
## Iteration 1 lambda =  0.3976371 
## Iteration 2 lambda =  0.2771645 
## Iteration 3 lambda =  0.25307 
## Iteration 4 lambda =  0.2482511 
## Iteration 5 lambda =  0.2472874 
## Iteration 6 lambda =  0.2470946 
## Iteration 7 lambda =  0.247056 
## Iteration 8 lambda =  0.2470483 
## Iteration 9 lambda =  0.2470468 
## Iteration 10 lambda =  0.2470465 
## Iteration 11 lambda =  0.2470464 
## Iteration 1 lambda =  0.3562993 
## Iteration 2 lambda =  0.2275591 
## Iteration 3 lambda =  0.2018111 
## Iteration 4 lambda =  0.1966615 
## Iteration 5 lambda =  0.1956316 
## Iteration 6 lambda =  0.1954256 
## Iteration 7 lambda =  0.1953844 
## Iteration 8 lambda =  0.1953762 
## Iteration 9 lambda =  0.1953745 
## Iteration 10 lambda =  0.1953742 
## Iteration 11 lambda =  0.1953741 
## Iteration 1 lambda =  0.3590848 
## Iteration 2 lambda =  0.2309018 
## Iteration 3 lambda =  0.2052652 
## Iteration 4 lambda =  0.2001378 
## Iteration 5 lambda =  0.1991124 
## Iteration 6 lambda =  0.1989073 
## Iteration 7 lambda =  0.1988663 
## Iteration 8 lambda =  0.1988581 
## Iteration 9 lambda =  0.1988564 
## Iteration 10 lambda =  0.1988561 
## Iteration 11 lambda =  0.198856 
## Iteration 1 lambda =  0.3647065 
## Iteration 2 lambda =  0.2376478 
## Iteration 3 lambda =  0.212236 
## Iteration 4 lambda =  0.2071537 
## Iteration 5 lambda =  0.2061372 
## Iteration 6 lambda =  0.2059339 
## Iteration 7 lambda =  0.2058932 
## Iteration 8 lambda =  0.2058851 
## Iteration 9 lambda =  0.2058835 
## Iteration 10 lambda =  0.2058832 
## Iteration 11 lambda =  0.2058831 
## Iteration 1 lambda =  0.3701448 
## Iteration 2 lambda =  0.2441737 
## Iteration 3 lambda =  0.2189795 
## Iteration 4 lambda =  0.2139407 
## Iteration 5 lambda =  0.2129329 
## Iteration 6 lambda =  0.2127314 
## Iteration 7 lambda =  0.212691 
## Iteration 8 lambda =  0.212683 
## Iteration 9 lambda =  0.2126814 
## Iteration 10 lambda =  0.2126811 
## Iteration 11 lambda =  0.212681 
## Iteration 1 lambda =  0.3759335 
## Iteration 2 lambda =  0.2511202 
## Iteration 3 lambda =  0.2261575 
## Iteration 4 lambda =  0.221165 
## Iteration 5 lambda =  0.2201665 
## Iteration 6 lambda =  0.2199668 
## Iteration 7 lambda =  0.2199268 
## Iteration 8 lambda =  0.2199188 
## Iteration 9 lambda =  0.2199173 
## Iteration 10 lambda =  0.2199169 
## Iteration 11 lambda =  0.2199169 
## Iteration 1 lambda =  0.3703295 
## Iteration 2 lambda =  0.2443954 
## Iteration 3 lambda =  0.2192085 
## Iteration 4 lambda =  0.2141712 
## Iteration 5 lambda =  0.2131637 
## Iteration 6 lambda =  0.2129622 
## Iteration 7 lambda =  0.2129219 
## Iteration 8 lambda =  0.2129139 
## Iteration 9 lambda =  0.2129122 
## Iteration 10 lambda =  0.2129119 
## Iteration 11 lambda =  0.2129119 
## Iteration 1 lambda =  0.360432 
## Iteration 2 lambda =  0.2325184 
## Iteration 3 lambda =  0.2069356 
## Iteration 4 lambda =  0.2018191 
## Iteration 5 lambda =  0.2007958 
## Iteration 6 lambda =  0.2005911 
## Iteration 7 lambda =  0.2005502 
## Iteration 8 lambda =  0.200542 
## Iteration 9 lambda =  0.2005404 
## Iteration 10 lambda =  0.20054 
## Iteration 11 lambda =  0.20054 
## Iteration 1 lambda =  0.3431271 
## Iteration 2 lambda =  0.2117525 
## Iteration 3 lambda =  0.1854776 
## Iteration 4 lambda =  0.1802226 
## Iteration 5 lambda =  0.1791716 
## Iteration 6 lambda =  0.1789614 
## Iteration 7 lambda =  0.1789194 
## Iteration 8 lambda =  0.178911 
## Iteration 9 lambda =  0.1789093 
## Iteration 10 lambda =  0.1789089 
## Iteration 11 lambda =  0.1789089 
## Iteration 1 lambda =  0.3795821 
## Iteration 2 lambda =  0.2554985 
## Iteration 3 lambda =  0.2306818 
## Iteration 4 lambda =  0.2257184 
## Iteration 5 lambda =  0.2247258 
## Iteration 6 lambda =  0.2245272 
## Iteration 7 lambda =  0.2244875 
## Iteration 8 lambda =  0.2244796 
## Iteration 9 lambda =  0.224478 
## Iteration 10 lambda =  0.2244777 
## Iteration 11 lambda =  0.2244776 
## Iteration 1 lambda =  0.3652364 
## Iteration 2 lambda =  0.2382837 
## Iteration 3 lambda =  0.2128932 
## Iteration 4 lambda =  0.207815 
## Iteration 5 lambda =  0.2067994 
## Iteration 6 lambda =  0.2065963 
## Iteration 7 lambda =  0.2065557 
## Iteration 8 lambda =  0.2065476 
## Iteration 9 lambda =  0.2065459 
## Iteration 10 lambda =  0.2065456 
## Iteration 11 lambda =  0.2065455 
## Iteration 1 lambda =  0.305113 
## Iteration 2 lambda =  0.1661356 
## Iteration 3 lambda =  0.1383401 
## Iteration 4 lambda =  0.132781 
## Iteration 5 lambda =  0.1316692 
## Iteration 6 lambda =  0.1314468 
## Iteration 7 lambda =  0.1314023 
## Iteration 8 lambda =  0.1313934 
## Iteration 9 lambda =  0.1313917 
## Iteration 10 lambda =  0.1313913 
## Iteration 11 lambda =  0.1313912 
## Iteration 1 lambda =  0.3798509 
## Iteration 2 lambda =  0.2558211 
## Iteration 3 lambda =  0.2310151 
## Iteration 4 lambda =  0.2260539 
## Iteration 5 lambda =  0.2250617 
## Iteration 6 lambda =  0.2248632 
## Iteration 7 lambda =  0.2248235 
## Iteration 8 lambda =  0.2248156 
## Iteration 9 lambda =  0.224814 
## Iteration 10 lambda =  0.2248137 
## Iteration 11 lambda =  0.2248136 
## Iteration 1 lambda =  0.3637922 
## Iteration 2 lambda =  0.2365506 
## Iteration 3 lambda =  0.2111023 
## Iteration 4 lambda =  0.2060126 
## Iteration 5 lambda =  0.2049947 
## Iteration 6 lambda =  0.2047911 
## Iteration 7 lambda =  0.2047504 
## Iteration 8 lambda =  0.2047423 
## Iteration 9 lambda =  0.2047406 
## Iteration 10 lambda =  0.2047403 
## Iteration 11 lambda =  0.2047402 
## Iteration 1 lambda =  0.3387079 
## Iteration 2 lambda =  0.2064494 
## Iteration 3 lambda =  0.1799978 
## Iteration 4 lambda =  0.1747074 
## Iteration 5 lambda =  0.1736494 
## Iteration 6 lambda =  0.1734377 
## Iteration 7 lambda =  0.1733954 
## Iteration 8 lambda =  0.173387 
## Iteration 9 lambda =  0.1733853 
## Iteration 10 lambda =  0.1733849 
## Iteration 11 lambda =  0.1733849 
## Iteration 1 lambda =  0.3530252 
## Iteration 2 lambda =  0.2236303 
## Iteration 3 lambda =  0.1977513 
## Iteration 4 lambda =  0.1925755 
## Iteration 5 lambda =  0.1915403 
## Iteration 6 lambda =  0.1913333 
## Iteration 7 lambda =  0.1912919 
## Iteration 8 lambda =  0.1912836 
## Iteration 9 lambda =  0.191282 
## Iteration 10 lambda =  0.1912816 
## Iteration 11 lambda =  0.1912816 
## Iteration 1 lambda =  0.4199065 
## Iteration 2 lambda =  0.3038878 
## Iteration 3 lambda =  0.280684 
## Iteration 4 lambda =  0.2760433 
## Iteration 5 lambda =  0.2751151 
## Iteration 6 lambda =  0.2749295 
## Iteration 7 lambda =  0.2748924 
## Iteration 8 lambda =  0.2748849 
## Iteration 9 lambda =  0.2748835 
## Iteration 10 lambda =  0.2748832 
## Iteration 11 lambda =  0.2748831 
## Iteration 1 lambda =  0.3765386 
## Iteration 2 lambda =  0.2518464 
## Iteration 3 lambda =  0.2269079 
## Iteration 4 lambda =  0.2219202 
## Iteration 5 lambda =  0.2209227 
## Iteration 6 lambda =  0.2207232 
## Iteration 7 lambda =  0.2206833 
## Iteration 8 lambda =  0.2206753 
## Iteration 9 lambda =  0.2206737 
## Iteration 10 lambda =  0.2206734 
## Iteration 11 lambda =  0.2206733 
## Iteration 1 lambda =  0.335525 
## Iteration 2 lambda =  0.20263 
## Iteration 3 lambda =  0.176051 
## Iteration 4 lambda =  0.1707352 
## Iteration 5 lambda =  0.169672 
## Iteration 6 lambda =  0.1694594 
## Iteration 7 lambda =  0.1694168 
## Iteration 8 lambda =  0.1694083 
## Iteration 9 lambda =  0.1694066 
## Iteration 10 lambda =  0.1694063 
## Iteration 11 lambda =  0.1694062 
## Iteration 1 lambda =  0.3645454 
## Iteration 2 lambda =  0.2374545 
## Iteration 3 lambda =  0.2120363 
## Iteration 4 lambda =  0.2069527 
## Iteration 5 lambda =  0.205936 
## Iteration 6 lambda =  0.2057326 
## Iteration 7 lambda =  0.2056919 
## Iteration 8 lambda =  0.2056838 
## Iteration 9 lambda =  0.2056822 
## Iteration 10 lambda =  0.2056819 
## Iteration 11 lambda =  0.2056818 
## Iteration 1 lambda =  0.2903678 
## Iteration 2 lambda =  0.1484413 
## Iteration 3 lambda =  0.120056 
## Iteration 4 lambda =  0.114379 
## Iteration 5 lambda =  0.1132435 
## Iteration 6 lambda =  0.1130165 
## Iteration 7 lambda =  0.112971 
## Iteration 8 lambda =  0.112962 
## Iteration 9 lambda =  0.1129601 
## Iteration 10 lambda =  0.1129598 
## Iteration 11 lambda =  0.1129597 
## Iteration 1 lambda =  0.3664218 
## Iteration 2 lambda =  0.2397062 
## Iteration 3 lambda =  0.214363 
## Iteration 4 lambda =  0.2092944 
## Iteration 5 lambda =  0.2082807 
## Iteration 6 lambda =  0.208078 
## Iteration 7 lambda =  0.2080374 
## Iteration 8 lambda =  0.2080293 
## Iteration 9 lambda =  0.2080277 
## Iteration 10 lambda =  0.2080273 
## Iteration 11 lambda =  0.2080273 
## Iteration 1 lambda =  0.3739098 
## Iteration 2 lambda =  0.2486917 
## Iteration 3 lambda =  0.2236481 
## Iteration 4 lambda =  0.2186394 
## Iteration 5 lambda =  0.2176376 
## Iteration 6 lambda =  0.2174373 
## Iteration 7 lambda =  0.2173972 
## Iteration 8 lambda =  0.2173892 
## Iteration 9 lambda =  0.2173876 
## Iteration 10 lambda =  0.2173873 
## Iteration 11 lambda =  0.2173872 
## Iteration 1 lambda =  0.3620241 
## Iteration 2 lambda =  0.234429 
## Iteration 3 lambda =  0.2089099 
## Iteration 4 lambda =  0.2038061 
## Iteration 5 lambda =  0.2027854 
## Iteration 6 lambda =  0.2025812 
## Iteration 7 lambda =  0.2025404 
## Iteration 8 lambda =  0.2025322 
## Iteration 9 lambda =  0.2025306 
## Iteration 10 lambda =  0.2025302 
## Iteration 11 lambda =  0.2025302 
## Iteration 1 lambda =  0.379742 
## Iteration 2 lambda =  0.2556904 
## Iteration 3 lambda =  0.2308801 
## Iteration 4 lambda =  0.2259181 
## Iteration 5 lambda =  0.2249256 
## Iteration 6 lambda =  0.2247272 
## Iteration 7 lambda =  0.2246875 
## Iteration 8 lambda =  0.2246795 
## Iteration 9 lambda =  0.2246779 
## Iteration 10 lambda =  0.2246776 
## Iteration 11 lambda =  0.2246776 
## Iteration 1 lambda =  0.3743334 
## Iteration 2 lambda =  0.2492 
## Iteration 3 lambda =  0.2241734 
## Iteration 4 lambda =  0.219168 
## Iteration 5 lambda =  0.218167 
## Iteration 6 lambda =  0.2179668 
## Iteration 7 lambda =  0.2179267 
## Iteration 8 lambda =  0.2179187 
## Iteration 9 lambda =  0.2179171 
## Iteration 10 lambda =  0.2179168 
## Iteration 11 lambda =  0.2179167 
## Iteration 1 lambda =  0.3809766 
## Iteration 2 lambda =  0.2571719 
## Iteration 3 lambda =  0.232411 
## Iteration 4 lambda =  0.2274588 
## Iteration 5 lambda =  0.2264683 
## Iteration 6 lambda =  0.2262702 
## Iteration 7 lambda =  0.2262306 
## Iteration 8 lambda =  0.2262227 
## Iteration 9 lambda =  0.2262211 
## Iteration 10 lambda =  0.2262208 
## Iteration 11 lambda =  0.2262207 
## Iteration 1 lambda =  0.3231441 
## Iteration 2 lambda =  0.1877729 
## Iteration 3 lambda =  0.1606987 
## Iteration 4 lambda =  0.1552839 
## Iteration 5 lambda =  0.1542009 
## Iteration 6 lambda =  0.1539843 
## Iteration 7 lambda =  0.153941 
## Iteration 8 lambda =  0.1539323 
## Iteration 9 lambda =  0.1539306 
## Iteration 10 lambda =  0.1539302 
## Iteration 11 lambda =  0.1539302 
## Iteration 1 lambda =  0.3944837 
## Iteration 2 lambda =  0.2733805 
## Iteration 3 lambda =  0.2491598 
## Iteration 4 lambda =  0.2443157 
## Iteration 5 lambda =  0.2433469 
## Iteration 6 lambda =  0.2431531 
## Iteration 7 lambda =  0.2431144 
## Iteration 8 lambda =  0.2431066 
## Iteration 9 lambda =  0.2431051 
## Iteration 10 lambda =  0.2431047 
## Iteration 11 lambda =  0.2431047 
## Iteration 1 lambda =  0.3956992 
## Iteration 2 lambda =  0.2748391 
## Iteration 3 lambda =  0.250667 
## Iteration 4 lambda =  0.2458326 
## Iteration 5 lambda =  0.2448657 
## Iteration 6 lambda =  0.2446724 
## Iteration 7 lambda =  0.2446337 
## Iteration 8 lambda =  0.244626 
## Iteration 9 lambda =  0.2446244 
## Iteration 10 lambda =  0.2446241 
## Iteration 11 lambda =  0.244624 
## Iteration 1 lambda =  0.3503871 
## Iteration 2 lambda =  0.2204645 
## Iteration 3 lambda =  0.19448 
## Iteration 4 lambda =  0.1892831 
## Iteration 5 lambda =  0.1882437 
## Iteration 6 lambda =  0.1880358 
## Iteration 7 lambda =  0.1879942 
## Iteration 8 lambda =  0.1879859 
## Iteration 9 lambda =  0.1879842 
## Iteration 10 lambda =  0.1879839 
## Iteration 11 lambda =  0.1879838 
## Iteration 1 lambda =  0.3360788 
## Iteration 2 lambda =  0.2032946 
## Iteration 3 lambda =  0.1767378 
## Iteration 4 lambda =  0.1714264 
## Iteration 5 lambda =  0.1703641 
## Iteration 6 lambda =  0.1701517 
## Iteration 7 lambda =  0.1701092 
## Iteration 8 lambda =  0.1701007 
## Iteration 9 lambda =  0.170099 
## Iteration 10 lambda =  0.1700986 
## Iteration 11 lambda =  0.1700986 
## Iteration 1 lambda =  0.3338002 
## Iteration 2 lambda =  0.2005602 
## Iteration 3 lambda =  0.1739122 
## Iteration 4 lambda =  0.1685826 
## Iteration 5 lambda =  0.1675167 
## Iteration 6 lambda =  0.1673035 
## Iteration 7 lambda =  0.1672609 
## Iteration 8 lambda =  0.1672524 
## Iteration 9 lambda =  0.1672506 
## Iteration 10 lambda =  0.1672503 
## Iteration 11 lambda =  0.1672502 
## Iteration 1 lambda =  0.3769816 
## Iteration 2 lambda =  0.2523779 
## Iteration 3 lambda =  0.2274572 
## Iteration 4 lambda =  0.222473 
## Iteration 5 lambda =  0.2214762 
## Iteration 6 lambda =  0.2212768 
## Iteration 7 lambda =  0.221237 
## Iteration 8 lambda =  0.221229 
## Iteration 9 lambda =  0.2212274 
## Iteration 10 lambda =  0.2212271 
## Iteration 11 lambda =  0.221227 
## Iteration 1 lambda =  0.2787669 
## Iteration 2 lambda =  -0.08184967 
## Iteration 3 lambda =  -0.2621579 
## Iteration 4 lambda =  -0.3523121 
## Iteration 5 lambda =  -0.3973892 
## Iteration 6 lambda =  -0.4199277 
## Iteration 7 lambda =  -0.431197 
## Iteration 8 lambda =  -0.4368316 
## Iteration 9 lambda =  -0.4396489 
## Iteration 10 lambda =  -0.4410576 
## Iteration 11 lambda =  -0.4417619 
## Iteration 12 lambda =  -0.4421141 
## Iteration 13 lambda =  -0.4422901 
## Iteration 14 lambda =  -0.4423782 
## Iteration 15 lambda =  -0.4424222 
## Iteration 16 lambda =  -0.4424442 
## Iteration 17 lambda =  -0.4424552 
## Iteration 18 lambda =  -0.4424607 
## Iteration 19 lambda =  -0.4424635 
## Iteration 20 lambda =  -0.4424649 
## Iteration 21 lambda =  -0.4424655 
## Iteration 22 lambda =  -0.4424659 
## Iteration 23 lambda =  -0.4424661 
## Iteration 24 lambda =  -0.4424661 
## Iteration 1 lambda =  0.3321466 
## Iteration 2 lambda =  -0.001780081 
## Iteration 3 lambda =  -0.1687434 
## Iteration 4 lambda =  -0.2522251 
## Iteration 5 lambda =  -0.2939659 
## Iteration 6 lambda =  -0.3148364 
## Iteration 7 lambda =  -0.3252716 
## Iteration 8 lambda =  -0.3304892 
## Iteration 9 lambda =  -0.333098 
## Iteration 10 lambda =  -0.3344024 
## Iteration 11 lambda =  -0.3350546 
## Iteration 12 lambda =  -0.3353807 
## Iteration 13 lambda =  -0.3355437 
## Iteration 14 lambda =  -0.3356252 
## Iteration 15 lambda =  -0.335666 
## Iteration 16 lambda =  -0.3356864 
## Iteration 17 lambda =  -0.3356966 
## Iteration 18 lambda =  -0.3357017 
## Iteration 19 lambda =  -0.3357042 
## Iteration 20 lambda =  -0.3357055 
## Iteration 21 lambda =  -0.3357061 
## Iteration 22 lambda =  -0.3357065 
## Iteration 23 lambda =  -0.3357066 
## Iteration 24 lambda =  -0.3357067 
## Iteration 1 lambda =  0.3248804 
## Iteration 2 lambda =  -0.01267943 
## Iteration 3 lambda =  -0.1814593 
## Iteration 4 lambda =  -0.2658493 
## Iteration 5 lambda =  -0.3080443 
## Iteration 6 lambda =  -0.3291417 
## Iteration 7 lambda =  -0.3396905 
## Iteration 8 lambda =  -0.3449649 
## Iteration 9 lambda =  -0.347602 
## Iteration 10 lambda =  -0.3489206 
## Iteration 11 lambda =  -0.3495799 
## Iteration 12 lambda =  -0.3499096 
## Iteration 13 lambda =  -0.3500744 
## Iteration 14 lambda =  -0.3501568 
## Iteration 15 lambda =  -0.350198 
## Iteration 16 lambda =  -0.3502186 
## Iteration 17 lambda =  -0.3502289 
## Iteration 18 lambda =  -0.3502341 
## Iteration 19 lambda =  -0.3502367 
## Iteration 20 lambda =  -0.3502379 
## Iteration 21 lambda =  -0.3502386 
## Iteration 22 lambda =  -0.3502389 
## Iteration 23 lambda =  -0.3502391 
## Iteration 24 lambda =  -0.3502392 
## Iteration 1 lambda =  0.306394 
## Iteration 2 lambda =  -0.040409 
## Iteration 3 lambda =  -0.2138105 
## Iteration 4 lambda =  -0.3005112 
## Iteration 5 lambda =  -0.3438616 
## Iteration 6 lambda =  -0.3655368 
## Iteration 7 lambda =  -0.3763744 
## Iteration 8 lambda =  -0.3817932 
## Iteration 9 lambda =  -0.3845026 
## Iteration 10 lambda =  -0.3858573 
## Iteration 11 lambda =  -0.3865346 
## Iteration 12 lambda =  -0.3868733 
## Iteration 13 lambda =  -0.3870427 
## Iteration 14 lambda =  -0.3871273 
## Iteration 15 lambda =  -0.3871697 
## Iteration 16 lambda =  -0.3871908 
## Iteration 17 lambda =  -0.3872014 
## Iteration 18 lambda =  -0.3872067 
## Iteration 19 lambda =  -0.3872094 
## Iteration 20 lambda =  -0.3872107 
## Iteration 21 lambda =  -0.3872113 
## Iteration 22 lambda =  -0.3872117 
## Iteration 23 lambda =  -0.3872118 
## Iteration 24 lambda =  -0.3872119 
## Iteration 1 lambda =  0.3186232 
## Iteration 2 lambda =  -0.02206517 
## Iteration 3 lambda =  -0.1924094 
## Iteration 4 lambda =  -0.2775815 
## Iteration 5 lambda =  -0.3201675 
## Iteration 6 lambda =  -0.3414605 
## Iteration 7 lambda =  -0.352107 
## Iteration 8 lambda =  -0.3574303 
## Iteration 9 lambda =  -0.3600919 
## Iteration 10 lambda =  -0.3614227 
## Iteration 11 lambda =  -0.3620881 
## Iteration 12 lambda =  -0.3624209 
## Iteration 13 lambda =  -0.3625872 
## Iteration 14 lambda =  -0.3626704 
## Iteration 15 lambda =  -0.362712 
## Iteration 16 lambda =  -0.3627328 
## Iteration 17 lambda =  -0.3627432 
## Iteration 18 lambda =  -0.3627484 
## Iteration 19 lambda =  -0.362751 
## Iteration 20 lambda =  -0.3627523 
## Iteration 21 lambda =  -0.3627529 
## Iteration 22 lambda =  -0.3627532 
## Iteration 23 lambda =  -0.3627534 
## Iteration 24 lambda =  -0.3627535 
## Iteration 1 lambda =  0.2825186 
## Iteration 2 lambda =  -0.07622213 
## Iteration 3 lambda =  -0.2555925 
## Iteration 4 lambda =  -0.3452777 
## Iteration 5 lambda =  -0.3901203 
## Iteration 6 lambda =  -0.4125415 
## Iteration 7 lambda =  -0.4237522 
## Iteration 8 lambda =  -0.4293575 
## Iteration 9 lambda =  -0.4321602 
## Iteration 10 lambda =  -0.4335615 
## Iteration 11 lambda =  -0.4342622 
## Iteration 12 lambda =  -0.4346125 
## Iteration 13 lambda =  -0.4347877 
## Iteration 14 lambda =  -0.4348753 
## Iteration 15 lambda =  -0.4349191 
## Iteration 16 lambda =  -0.4349409 
## Iteration 17 lambda =  -0.4349519 
## Iteration 18 lambda =  -0.4349574 
## Iteration 19 lambda =  -0.4349601 
## Iteration 20 lambda =  -0.4349615 
## Iteration 21 lambda =  -0.4349622 
## Iteration 22 lambda =  -0.4349625 
## Iteration 23 lambda =  -0.4349627 
## Iteration 24 lambda =  -0.4349628 
## Iteration 1 lambda =  0.2904526 
## Iteration 2 lambda =  -0.06432106 
## Iteration 3 lambda =  -0.2417079 
## Iteration 4 lambda =  -0.3304013 
## Iteration 5 lambda =  -0.374748 
## Iteration 6 lambda =  -0.3969214 
## Iteration 7 lambda =  -0.4080081 
## Iteration 8 lambda =  -0.4135514 
## Iteration 9 lambda =  -0.4163231 
## Iteration 10 lambda =  -0.4177089 
## Iteration 11 lambda =  -0.4184018 
## Iteration 12 lambda =  -0.4187483 
## Iteration 13 lambda =  -0.4189215 
## Iteration 14 lambda =  -0.4190081 
## Iteration 15 lambda =  -0.4190514 
## Iteration 16 lambda =  -0.4190731 
## Iteration 17 lambda =  -0.4190839 
## Iteration 18 lambda =  -0.4190893 
## Iteration 19 lambda =  -0.419092 
## Iteration 20 lambda =  -0.4190934 
## Iteration 21 lambda =  -0.4190941 
## Iteration 22 lambda =  -0.4190944 
## Iteration 23 lambda =  -0.4190946 
## Iteration 24 lambda =  -0.4190947 
## Iteration 1 lambda =  0.2735092 
## Iteration 2 lambda =  -0.08973618 
## Iteration 3 lambda =  -0.2713589 
## Iteration 4 lambda =  -0.3621702 
## Iteration 5 lambda =  -0.4075759 
## Iteration 6 lambda =  -0.4302787 
## Iteration 7 lambda =  -0.4416302 
## Iteration 8 lambda =  -0.4473059 
## Iteration 9 lambda =  -0.4501437 
## Iteration 10 lambda =  -0.4515626 
## Iteration 11 lambda =  -0.4522721 
## Iteration 12 lambda =  -0.4526268 
## Iteration 13 lambda =  -0.4528042 
## Iteration 14 lambda =  -0.4528929 
## Iteration 15 lambda =  -0.4529372 
## Iteration 16 lambda =  -0.4529594 
## Iteration 17 lambda =  -0.4529705 
## Iteration 18 lambda =  -0.452976 
## Iteration 19 lambda =  -0.4529788 
## Iteration 20 lambda =  -0.4529802 
## Iteration 21 lambda =  -0.4529809 
## Iteration 22 lambda =  -0.4529812 
## Iteration 23 lambda =  -0.4529814 
## Iteration 24 lambda =  -0.4529815 
## Iteration 1 lambda =  0.3174283 
## Iteration 2 lambda =  -0.02385749 
## Iteration 3 lambda =  -0.1945004 
## Iteration 4 lambda =  -0.2798219 
## Iteration 5 lambda =  -0.3224826 
## Iteration 6 lambda =  -0.343813 
## Iteration 7 lambda =  -0.3544781 
## Iteration 8 lambda =  -0.3598107 
## Iteration 9 lambda =  -0.362477 
## Iteration 10 lambda =  -0.3638102 
## Iteration 11 lambda =  -0.3644767 
## Iteration 12 lambda =  -0.36481 
## Iteration 13 lambda =  -0.3649767 
## Iteration 14 lambda =  -0.36506 
## Iteration 15 lambda =  -0.3651017 
## Iteration 16 lambda =  -0.3651225 
## Iteration 17 lambda =  -0.3651329 
## Iteration 18 lambda =  -0.3651381 
## Iteration 19 lambda =  -0.3651407 
## Iteration 20 lambda =  -0.365142 
## Iteration 21 lambda =  -0.3651427 
## Iteration 22 lambda =  -0.365143 
## Iteration 23 lambda =  -0.3651432 
## Iteration 24 lambda =  -0.3651432 
## Iteration 1 lambda =  0.3274866 
## Iteration 2 lambda =  -0.008770126 
## Iteration 3 lambda =  -0.1768985 
## Iteration 4 lambda =  -0.2609627 
## Iteration 5 lambda =  -0.3029947 
## Iteration 6 lambda =  -0.3240108 
## Iteration 7 lambda =  -0.3345188 
## Iteration 8 lambda =  -0.3397728 
## Iteration 9 lambda =  -0.3423998 
## Iteration 10 lambda =  -0.3437133 
## Iteration 11 lambda =  -0.3443701 
## Iteration 12 lambda =  -0.3446985 
## Iteration 13 lambda =  -0.3448626 
## Iteration 14 lambda =  -0.3449447 
## Iteration 15 lambda =  -0.3449858 
## Iteration 16 lambda =  -0.3450063 
## Iteration 17 lambda =  -0.3450166 
## Iteration 18 lambda =  -0.3450217 
## Iteration 19 lambda =  -0.3450243 
## Iteration 20 lambda =  -0.3450256 
## Iteration 21 lambda =  -0.3450262 
## Iteration 22 lambda =  -0.3450265 
## Iteration 23 lambda =  -0.3450267 
## Iteration 24 lambda =  -0.3450268 
## Iteration 1 lambda =  0.3063219 
## Iteration 2 lambda =  -0.04051708 
## Iteration 3 lambda =  -0.2139366 
## Iteration 4 lambda =  -0.3006464 
## Iteration 5 lambda =  -0.3440012 
## Iteration 6 lambda =  -0.3656787 
## Iteration 7 lambda =  -0.3765174 
## Iteration 8 lambda =  -0.3819367 
## Iteration 9 lambda =  -0.3846464 
## Iteration 10 lambda =  -0.3860013 
## Iteration 11 lambda =  -0.3866787 
## Iteration 12 lambda =  -0.3870174 
## Iteration 13 lambda =  -0.3871868 
## Iteration 14 lambda =  -0.3872714 
## Iteration 15 lambda =  -0.3873138 
## Iteration 16 lambda =  -0.3873349 
## Iteration 17 lambda =  -0.3873455 
## Iteration 18 lambda =  -0.3873508 
## Iteration 19 lambda =  -0.3873535 
## Iteration 20 lambda =  -0.3873548 
## Iteration 21 lambda =  -0.3873554 
## Iteration 22 lambda =  -0.3873558 
## Iteration 23 lambda =  -0.3873559 
## Iteration 24 lambda =  -0.387356 
## Iteration 1 lambda =  0.3183698 
## Iteration 2 lambda =  -0.02244526 
## Iteration 3 lambda =  -0.1928528 
## Iteration 4 lambda =  -0.2780566 
## Iteration 5 lambda =  -0.3206585 
## Iteration 6 lambda =  -0.3419594 
## Iteration 7 lambda =  -0.3526099 
## Iteration 8 lambda =  -0.3579351 
## Iteration 9 lambda =  -0.3605977 
## Iteration 10 lambda =  -0.361929 
## Iteration 11 lambda =  -0.3625947 
## Iteration 12 lambda =  -0.3629275 
## Iteration 13 lambda =  -0.3630939 
## Iteration 14 lambda =  -0.3631771 
## Iteration 15 lambda =  -0.3632187 
## Iteration 16 lambda =  -0.3632395 
## Iteration 17 lambda =  -0.3632499 
## Iteration 18 lambda =  -0.3632551 
## Iteration 19 lambda =  -0.3632577 
## Iteration 20 lambda =  -0.363259 
## Iteration 21 lambda =  -0.3632597 
## Iteration 22 lambda =  -0.36326 
## Iteration 23 lambda =  -0.3632602 
## Iteration 24 lambda =  -0.3632603 
## Iteration 1 lambda =  0.3120486 
## Iteration 2 lambda =  -0.03192705 
## Iteration 3 lambda =  -0.2039149 
## Iteration 4 lambda =  -0.2899088 
## Iteration 5 lambda =  -0.3329058 
## Iteration 6 lambda =  -0.3544042 
## Iteration 7 lambda =  -0.3651535 
## Iteration 8 lambda =  -0.3705281 
## Iteration 9 lambda =  -0.3732154 
## Iteration 10 lambda =  -0.3745591 
## Iteration 11 lambda =  -0.3752309 
## Iteration 12 lambda =  -0.3755668 
## Iteration 13 lambda =  -0.3757348 
## Iteration 14 lambda =  -0.3758187 
## Iteration 15 lambda =  -0.3758607 
## Iteration 16 lambda =  -0.3758817 
## Iteration 17 lambda =  -0.3758922 
## Iteration 18 lambda =  -0.3758975 
## Iteration 19 lambda =  -0.3759001 
## Iteration 20 lambda =  -0.3759014 
## Iteration 21 lambda =  -0.3759021 
## Iteration 22 lambda =  -0.3759024 
## Iteration 23 lambda =  -0.3759026 
## Iteration 24 lambda =  -0.3759026 
## Iteration 1 lambda =  0.3215821 
## Iteration 2 lambda =  -0.0176268 
## Iteration 3 lambda =  -0.1872313 
## Iteration 4 lambda =  -0.2720335 
## Iteration 5 lambda =  -0.3144346 
## Iteration 6 lambda =  -0.3356352 
## Iteration 7 lambda =  -0.3462355 
## Iteration 8 lambda =  -0.3515356 
## Iteration 9 lambda =  -0.3541857 
## Iteration 10 lambda =  -0.3555107 
## Iteration 11 lambda =  -0.3561732 
## Iteration 12 lambda =  -0.3565045 
## Iteration 13 lambda =  -0.3566701 
## Iteration 14 lambda =  -0.3567529 
## Iteration 15 lambda =  -0.3567943 
## Iteration 16 lambda =  -0.356815 
## Iteration 17 lambda =  -0.3568254 
## Iteration 18 lambda =  -0.3568306 
## Iteration 19 lambda =  -0.3568331 
## Iteration 20 lambda =  -0.3568344 
## Iteration 21 lambda =  -0.3568351 
## Iteration 22 lambda =  -0.3568354 
## Iteration 23 lambda =  -0.3568356 
## Iteration 24 lambda =  -0.3568357 
## Iteration 1 lambda =  0.3190085 
## Iteration 2 lambda =  -0.0214872 
## Iteration 3 lambda =  -0.1917351 
## Iteration 4 lambda =  -0.276859 
## Iteration 5 lambda =  -0.319421 
## Iteration 6 lambda =  -0.340702 
## Iteration 7 lambda =  -0.3513424 
## Iteration 8 lambda =  -0.3566627 
## Iteration 9 lambda =  -0.3593228 
## Iteration 10 lambda =  -0.3606529 
## Iteration 11 lambda =  -0.3613179 
## Iteration 12 lambda =  -0.3616504 
## Iteration 13 lambda =  -0.3618167 
## Iteration 14 lambda =  -0.3618998 
## Iteration 15 lambda =  -0.3619414 
## Iteration 16 lambda =  -0.3619622 
## Iteration 17 lambda =  -0.3619725 
## Iteration 18 lambda =  -0.3619777 
## Iteration 19 lambda =  -0.3619803 
## Iteration 20 lambda =  -0.3619816 
## Iteration 21 lambda =  -0.3619823 
## Iteration 22 lambda =  -0.3619826 
## Iteration 23 lambda =  -0.3619828 
## Iteration 24 lambda =  -0.3619829 
## Iteration 1 lambda =  0.2767244 
## Iteration 2 lambda =  -0.08491337 
## Iteration 3 lambda =  -0.2657323 
## Iteration 4 lambda =  -0.3561417 
## Iteration 5 lambda =  -0.4013464 
## Iteration 6 lambda =  -0.4239488 
## Iteration 7 lambda =  -0.43525 
## Iteration 8 lambda =  -0.4409006 
## Iteration 9 lambda =  -0.4437259 
## Iteration 10 lambda =  -0.4451385 
## Iteration 11 lambda =  -0.4458448 
## Iteration 12 lambda =  -0.446198 
## Iteration 13 lambda =  -0.4463746 
## Iteration 14 lambda =  -0.4464629 
## Iteration 15 lambda =  -0.446507 
## Iteration 16 lambda =  -0.4465291 
## Iteration 17 lambda =  -0.4465401 
## Iteration 18 lambda =  -0.4465456 
## Iteration 19 lambda =  -0.4465484 
## Iteration 20 lambda =  -0.4465498 
## Iteration 21 lambda =  -0.4465505 
## Iteration 22 lambda =  -0.4465508 
## Iteration 23 lambda =  -0.446551 
## Iteration 24 lambda =  -0.4465511 
## Iteration 1 lambda =  0.3323447 
## Iteration 2 lambda =  -0.001483023 
## Iteration 3 lambda =  -0.1683969 
## Iteration 4 lambda =  -0.2518538 
## Iteration 5 lambda =  -0.2935822 
## Iteration 6 lambda =  -0.3144465 
## Iteration 7 lambda =  -0.3248786 
## Iteration 8 lambda =  -0.3300946 
## Iteration 9 lambda =  -0.3327027 
## Iteration 10 lambda =  -0.3340067 
## Iteration 11 lambda =  -0.3346587 
## Iteration 12 lambda =  -0.3349847 
## Iteration 13 lambda =  -0.3351477 
## Iteration 14 lambda =  -0.3352292 
## Iteration 15 lambda =  -0.3352699 
## Iteration 16 lambda =  -0.3352903 
## Iteration 17 lambda =  -0.3353005 
## Iteration 18 lambda =  -0.3353056 
## Iteration 19 lambda =  -0.3353082 
## Iteration 20 lambda =  -0.3353094 
## Iteration 21 lambda =  -0.3353101 
## Iteration 22 lambda =  -0.3353104 
## Iteration 23 lambda =  -0.3353105 
## Iteration 24 lambda =  -0.3353106 
## Iteration 1 lambda =  0.3110269 
## Iteration 2 lambda =  -0.03345968 
## Iteration 3 lambda =  -0.205703 
## Iteration 4 lambda =  -0.2918246 
## Iteration 5 lambda =  -0.3348854 
## Iteration 6 lambda =  -0.3564158 
## Iteration 7 lambda =  -0.367181 
## Iteration 8 lambda =  -0.3725636 
## Iteration 9 lambda =  -0.3752549 
## Iteration 10 lambda =  -0.3766006 
## Iteration 11 lambda =  -0.3772734 
## Iteration 12 lambda =  -0.3776098 
## Iteration 13 lambda =  -0.377778 
## Iteration 14 lambda =  -0.3778621 
## Iteration 15 lambda =  -0.3779042 
## Iteration 16 lambda =  -0.3779252 
## Iteration 17 lambda =  -0.3779357 
## Iteration 18 lambda =  -0.377941 
## Iteration 19 lambda =  -0.3779436 
## Iteration 20 lambda =  -0.3779449 
## Iteration 21 lambda =  -0.3779456 
## Iteration 22 lambda =  -0.3779459 
## Iteration 23 lambda =  -0.3779461 
## Iteration 24 lambda =  -0.3779462 
## Iteration 1 lambda =  0.302294 
## Iteration 2 lambda =  -0.04655895 
## Iteration 3 lambda =  -0.2209854 
## Iteration 4 lambda =  -0.3081987 
## Iteration 5 lambda =  -0.3518053 
## Iteration 6 lambda =  -0.3736086 
## Iteration 7 lambda =  -0.3845103 
## Iteration 8 lambda =  -0.3899611 
## Iteration 9 lambda =  -0.3926865 
## Iteration 10 lambda =  -0.3940492 
## Iteration 11 lambda =  -0.3947306 
## Iteration 12 lambda =  -0.3950713 
## Iteration 13 lambda =  -0.3952416 
## Iteration 14 lambda =  -0.3953268 
## Iteration 15 lambda =  -0.3953693 
## Iteration 16 lambda =  -0.3953906 
## Iteration 17 lambda =  -0.3954013 
## Iteration 18 lambda =  -0.3954066 
## Iteration 19 lambda =  -0.3954093 
## Iteration 20 lambda =  -0.3954106 
## Iteration 21 lambda =  -0.3954113 
## Iteration 22 lambda =  -0.3954116 
## Iteration 23 lambda =  -0.3954118 
## Iteration 24 lambda =  -0.3954119 
## Iteration 1 lambda =  0.3031576 
## Iteration 2 lambda =  -0.04526362 
## Iteration 3 lambda =  -0.2194742 
## Iteration 4 lambda =  -0.3065795 
## Iteration 5 lambda =  -0.3501322 
## Iteration 6 lambda =  -0.3719085 
## Iteration 7 lambda =  -0.3827967 
## Iteration 8 lambda =  -0.3882407 
## Iteration 9 lambda =  -0.3909628 
## Iteration 10 lambda =  -0.3923238 
## Iteration 11 lambda =  -0.3930043 
## Iteration 12 lambda =  -0.3933446 
## Iteration 13 lambda =  -0.3935147 
## Iteration 14 lambda =  -0.3935998 
## Iteration 15 lambda =  -0.3936423 
## Iteration 16 lambda =  -0.3936636 
## Iteration 17 lambda =  -0.3936742 
## Iteration 18 lambda =  -0.3936795 
## Iteration 19 lambda =  -0.3936822 
## Iteration 20 lambda =  -0.3936835 
## Iteration 21 lambda =  -0.3936842 
## Iteration 22 lambda =  -0.3936845 
## Iteration 23 lambda =  -0.3936847 
## Iteration 24 lambda =  -0.3936847 
## Iteration 1 lambda =  0.306239 
## Iteration 2 lambda =  -0.04064156 
## Iteration 3 lambda =  -0.2140818 
## Iteration 4 lambda =  -0.3008019 
## Iteration 5 lambda =  -0.344162 
## Iteration 6 lambda =  -0.365842 
## Iteration 7 lambda =  -0.3766821 
## Iteration 8 lambda =  -0.3821021 
## Iteration 9 lambda =  -0.3848121 
## Iteration 10 lambda =  -0.3861671 
## Iteration 11 lambda =  -0.3868446 
## Iteration 12 lambda =  -0.3871833 
## Iteration 13 lambda =  -0.3873527 
## Iteration 14 lambda =  -0.3874374 
## Iteration 15 lambda =  -0.3874797 
## Iteration 16 lambda =  -0.3875009 
## Iteration 17 lambda =  -0.3875115 
## Iteration 18 lambda =  -0.3875168 
## Iteration 19 lambda =  -0.3875194 
## Iteration 20 lambda =  -0.3875208 
## Iteration 21 lambda =  -0.3875214 
## Iteration 22 lambda =  -0.3875217 
## Iteration 23 lambda =  -0.3875219 
## Iteration 24 lambda =  -0.387522 
## Iteration 1 lambda =  0.3147609 
## Iteration 2 lambda =  -0.02785868 
## Iteration 3 lambda =  -0.1991685 
## Iteration 4 lambda =  -0.2848233 
## Iteration 5 lambda =  -0.3276508 
## Iteration 6 lambda =  -0.3490645 
## Iteration 7 lambda =  -0.3597714 
## Iteration 8 lambda =  -0.3651248 
## Iteration 9 lambda =  -0.3678015 
## Iteration 10 lambda =  -0.3691399 
## Iteration 11 lambda =  -0.3698091 
## Iteration 12 lambda =  -0.3701436 
## Iteration 13 lambda =  -0.3703109 
## Iteration 14 lambda =  -0.3703946 
## Iteration 15 lambda =  -0.3704364 
## Iteration 16 lambda =  -0.3704573 
## Iteration 17 lambda =  -0.3704678 
## Iteration 18 lambda =  -0.370473 
## Iteration 19 lambda =  -0.3704756 
## Iteration 20 lambda =  -0.3704769 
## Iteration 21 lambda =  -0.3704776 
## Iteration 22 lambda =  -0.3704779 
## Iteration 23 lambda =  -0.3704781 
## Iteration 24 lambda =  -0.3704782 
## Iteration 1 lambda =  0.2841942 
## Iteration 2 lambda =  -0.07370864 
## Iteration 3 lambda =  -0.2526601 
## Iteration 4 lambda =  -0.3421358 
## Iteration 5 lambda =  -0.3868737 
## Iteration 6 lambda =  -0.4092426 
## Iteration 7 lambda =  -0.4204271 
## Iteration 8 lambda =  -0.4260193 
## Iteration 9 lambda =  -0.4288154 
## Iteration 10 lambda =  -0.4302135 
## Iteration 11 lambda =  -0.4309125 
## Iteration 12 lambda =  -0.431262 
## Iteration 13 lambda =  -0.4314368 
## Iteration 14 lambda =  -0.4315241 
## Iteration 15 lambda =  -0.4315678 
## Iteration 16 lambda =  -0.4315897 
## Iteration 17 lambda =  -0.4316006 
## Iteration 18 lambda =  -0.4316061 
## Iteration 19 lambda =  -0.4316088 
## Iteration 20 lambda =  -0.4316102 
## Iteration 21 lambda =  -0.4316108 
## Iteration 22 lambda =  -0.4316112 
## Iteration 23 lambda =  -0.4316114 
## Iteration 24 lambda =  -0.4316114 
## Iteration 1 lambda =  0.3230713 
## Iteration 2 lambda =  -0.01539305 
## Iteration 3 lambda =  -0.1846252 
## Iteration 4 lambda =  -0.2692413 
## Iteration 5 lambda =  -0.3115494 
## Iteration 6 lambda =  -0.3327034 
## Iteration 7 lambda =  -0.3432804 
## Iteration 8 lambda =  -0.3485689 
## Iteration 9 lambda =  -0.3512131 
## Iteration 10 lambda =  -0.3525353 
## Iteration 11 lambda =  -0.3531963 
## Iteration 12 lambda =  -0.3535269 
## Iteration 13 lambda =  -0.3536921 
## Iteration 14 lambda =  -0.3537748 
## Iteration 15 lambda =  -0.3538161 
## Iteration 16 lambda =  -0.3538367 
## Iteration 17 lambda =  -0.3538471 
## Iteration 18 lambda =  -0.3538522 
## Iteration 19 lambda =  -0.3538548 
## Iteration 20 lambda =  -0.3538561 
## Iteration 21 lambda =  -0.3538568 
## Iteration 22 lambda =  -0.3538571 
## Iteration 23 lambda =  -0.3538572 
## Iteration 24 lambda =  -0.3538573 
## Iteration 1 lambda =  0.3210745 
## Iteration 2 lambda =  -0.01838828 
## Iteration 3 lambda =  -0.1881197 
## Iteration 4 lambda =  -0.2729853 
## Iteration 5 lambda =  -0.3154182 
## Iteration 6 lambda =  -0.3366346 
## Iteration 7 lambda =  -0.3472428 
## Iteration 8 lambda =  -0.3525469 
## Iteration 9 lambda =  -0.355199 
## Iteration 10 lambda =  -0.356525 
## Iteration 11 lambda =  -0.357188 
## Iteration 12 lambda =  -0.3575195 
## Iteration 13 lambda =  -0.3576853 
## Iteration 14 lambda =  -0.3577682 
## Iteration 15 lambda =  -0.3578096 
## Iteration 16 lambda =  -0.3578303 
## Iteration 17 lambda =  -0.3578407 
## Iteration 18 lambda =  -0.3578459 
## Iteration 19 lambda =  -0.3578484 
## Iteration 20 lambda =  -0.3578497 
## Iteration 21 lambda =  -0.3578504 
## Iteration 22 lambda =  -0.3578507 
## Iteration 23 lambda =  -0.3578509 
## Iteration 24 lambda =  -0.357851 
## Iteration 1 lambda =  0.3120913 
## Iteration 2 lambda =  -0.03186303 
## Iteration 3 lambda =  -0.2038402 
## Iteration 4 lambda =  -0.2898288 
## Iteration 5 lambda =  -0.3328231 
## Iteration 6 lambda =  -0.3543202 
## Iteration 7 lambda =  -0.3650688 
## Iteration 8 lambda =  -0.3704431 
## Iteration 9 lambda =  -0.3731302 
## Iteration 10 lambda =  -0.3744738 
## Iteration 11 lambda =  -0.3751456 
## Iteration 12 lambda =  -0.3754815 
## Iteration 13 lambda =  -0.3756494 
## Iteration 14 lambda =  -0.3757334 
## Iteration 15 lambda =  -0.3757754 
## Iteration 16 lambda =  -0.3757964 
## Iteration 17 lambda =  -0.3758069 
## Iteration 18 lambda =  -0.3758121 
## Iteration 19 lambda =  -0.3758148 
## Iteration 20 lambda =  -0.3758161 
## Iteration 21 lambda =  -0.3758167 
## Iteration 22 lambda =  -0.375817 
## Iteration 23 lambda =  -0.3758172 
## Iteration 24 lambda =  -0.3758173 
## Iteration 1 lambda =  0.306393 
## Iteration 2 lambda =  -0.04041049 
## Iteration 3 lambda =  -0.2138122 
## Iteration 4 lambda =  -0.3005131 
## Iteration 5 lambda =  -0.3438635 
## Iteration 6 lambda =  -0.3655388 
## Iteration 7 lambda =  -0.3763764 
## Iteration 8 lambda =  -0.3817952 
## Iteration 9 lambda =  -0.3845046 
## Iteration 10 lambda =  -0.3858593 
## Iteration 11 lambda =  -0.3865366 
## Iteration 12 lambda =  -0.3868753 
## Iteration 13 lambda =  -0.3870446 
## Iteration 14 lambda =  -0.3871293 
## Iteration 15 lambda =  -0.3871716 
## Iteration 16 lambda =  -0.3871928 
## Iteration 17 lambda =  -0.3872034 
## Iteration 18 lambda =  -0.3872087 
## Iteration 19 lambda =  -0.3872113 
## Iteration 20 lambda =  -0.3872127 
## Iteration 21 lambda =  -0.3872133 
## Iteration 22 lambda =  -0.3872137 
## Iteration 23 lambda =  -0.3872138 
## Iteration 24 lambda =  -0.3872139 
## Iteration 1 lambda =  0.3037159 
## Iteration 2 lambda =  -0.04442617 
## Iteration 3 lambda =  -0.2184972 
## Iteration 4 lambda =  -0.3055327 
## Iteration 5 lambda =  -0.3490505 
## Iteration 6 lambda =  -0.3708093 
## Iteration 7 lambda =  -0.3816888 
## Iteration 8 lambda =  -0.3871285 
## Iteration 9 lambda =  -0.3898484 
## Iteration 10 lambda =  -0.3912083 
## Iteration 11 lambda =  -0.3918883 
## Iteration 12 lambda =  -0.3922282 
## Iteration 13 lambda =  -0.3923982 
## Iteration 14 lambda =  -0.3924832 
## Iteration 15 lambda =  -0.3925257 
## Iteration 16 lambda =  -0.392547 
## Iteration 17 lambda =  -0.3925576 
## Iteration 18 lambda =  -0.3925629 
## Iteration 19 lambda =  -0.3925656 
## Iteration 20 lambda =  -0.3925669 
## Iteration 21 lambda =  -0.3925676 
## Iteration 22 lambda =  -0.3925679 
## Iteration 23 lambda =  -0.3925681 
## Iteration 24 lambda =  -0.3925681 
## Iteration 1 lambda =  0.2872819 
## Iteration 2 lambda =  -0.06907722 
## Iteration 3 lambda =  -0.2472568 
## Iteration 4 lambda =  -0.3363465 
## Iteration 5 lambda =  -0.3808914 
## Iteration 6 lambda =  -0.4031638 
## Iteration 7 lambda =  -0.4143001 
## Iteration 8 lambda =  -0.4198682 
## Iteration 9 lambda =  -0.4226522 
## Iteration 10 lambda =  -0.4240443 
## Iteration 11 lambda =  -0.4247403 
## Iteration 12 lambda =  -0.4250883 
## Iteration 13 lambda =  -0.4252623 
## Iteration 14 lambda =  -0.4253493 
## Iteration 15 lambda =  -0.4253928 
## Iteration 16 lambda =  -0.4254145 
## Iteration 17 lambda =  -0.4254254 
## Iteration 18 lambda =  -0.4254309 
## Iteration 19 lambda =  -0.4254336 
## Iteration 20 lambda =  -0.4254349 
## Iteration 21 lambda =  -0.4254356 
## Iteration 22 lambda =  -0.4254359 
## Iteration 23 lambda =  -0.4254361 
## Iteration 24 lambda =  -0.4254362 
## Iteration 1 lambda =  0.3122854 
## Iteration 2 lambda =  -0.03157196 
## Iteration 3 lambda =  -0.2035006 
## Iteration 4 lambda =  -0.2894649 
## Iteration 5 lambda =  -0.3324471 
## Iteration 6 lambda =  -0.3539382 
## Iteration 7 lambda =  -0.3646837 
## Iteration 8 lambda =  -0.3700565 
## Iteration 9 lambda =  -0.3727429 
## Iteration 10 lambda =  -0.3740861 
## Iteration 11 lambda =  -0.3747577 
## Iteration 12 lambda =  -0.3750935 
## Iteration 13 lambda =  -0.3752614 
## Iteration 14 lambda =  -0.3753453 
## Iteration 15 lambda =  -0.3753873 
## Iteration 16 lambda =  -0.3754083 
## Iteration 17 lambda =  -0.3754188 
## Iteration 18 lambda =  -0.375424 
## Iteration 19 lambda =  -0.3754267 
## Iteration 20 lambda =  -0.375428 
## Iteration 21 lambda =  -0.3754286 
## Iteration 22 lambda =  -0.3754289 
## Iteration 23 lambda =  -0.3754291 
## Iteration 24 lambda =  -0.3754292 
## Iteration 1 lambda =  0.3118232 
## Iteration 2 lambda =  -0.03226518 
## Iteration 3 lambda =  -0.2043094 
## Iteration 4 lambda =  -0.2903315 
## Iteration 5 lambda =  -0.3333425 
## Iteration 6 lambda =  -0.3548481 
## Iteration 7 lambda =  -0.3656008 
## Iteration 8 lambda =  -0.3709772 
## Iteration 9 lambda =  -0.3736654 
## Iteration 10 lambda =  -0.3750095 
## Iteration 11 lambda =  -0.3756815 
## Iteration 12 lambda =  -0.3760176 
## Iteration 13 lambda =  -0.3761856 
## Iteration 14 lambda =  -0.3762696 
## Iteration 15 lambda =  -0.3763116 
## Iteration 16 lambda =  -0.3763326 
## Iteration 17 lambda =  -0.3763431 
## Iteration 18 lambda =  -0.3763483 
## Iteration 19 lambda =  -0.376351 
## Iteration 20 lambda =  -0.3763523 
## Iteration 21 lambda =  -0.3763529 
## Iteration 22 lambda =  -0.3763532 
## Iteration 23 lambda =  -0.3763534 
## Iteration 24 lambda =  -0.3763535 
## Iteration 1 lambda =  0.2972473 
## Iteration 2 lambda =  -0.05412899 
## Iteration 3 lambda =  -0.2298172 
## Iteration 4 lambda =  -0.3176612 
## Iteration 5 lambda =  -0.3615833 
## Iteration 6 lambda =  -0.3835443 
## Iteration 7 lambda =  -0.3945248 
## Iteration 8 lambda =  -0.4000151 
## Iteration 9 lambda =  -0.4027602 
## Iteration 10 lambda =  -0.4041328 
## Iteration 11 lambda =  -0.404819 
## Iteration 12 lambda =  -0.4051622 
## Iteration 13 lambda =  -0.4053337 
## Iteration 14 lambda =  -0.4054195 
## Iteration 15 lambda =  -0.4054624 
## Iteration 16 lambda =  -0.4054839 
## Iteration 17 lambda =  -0.4054946 
## Iteration 18 lambda =  -0.4055 
## Iteration 19 lambda =  -0.4055026 
## Iteration 20 lambda =  -0.405504 
## Iteration 21 lambda =  -0.4055046 
## Iteration 22 lambda =  -0.405505 
## Iteration 23 lambda =  -0.4055051 
## Iteration 24 lambda =  -0.4055052 
## Iteration 1 lambda =  0.318881 
## Iteration 2 lambda =  -0.02167855 
## Iteration 3 lambda =  -0.1919583 
## Iteration 4 lambda =  -0.2770982 
## Iteration 5 lambda =  -0.3196681 
## Iteration 6 lambda =  -0.3409531 
## Iteration 7 lambda =  -0.3515956 
## Iteration 8 lambda =  -0.3569168 
## Iteration 9 lambda =  -0.3595774 
## Iteration 10 lambda =  -0.3609078 
## Iteration 11 lambda =  -0.3615729 
## Iteration 12 lambda =  -0.3619055 
## Iteration 13 lambda =  -0.3620718 
## Iteration 14 lambda =  -0.3621549 
## Iteration 15 lambda =  -0.3621965 
## Iteration 16 lambda =  -0.3622173 
## Iteration 17 lambda =  -0.3622277 
## Iteration 18 lambda =  -0.3622329 
## Iteration 19 lambda =  -0.3622355 
## Iteration 20 lambda =  -0.3622368 
## Iteration 21 lambda =  -0.3622374 
## Iteration 22 lambda =  -0.3622377 
## Iteration 23 lambda =  -0.3622379 
## Iteration 24 lambda =  -0.362238 
## Iteration 1 lambda =  0.312225 
## Iteration 2 lambda =  -0.03166253 
## Iteration 3 lambda =  -0.2036063 
## Iteration 4 lambda =  -0.2895782 
## Iteration 5 lambda =  -0.3325641 
## Iteration 6 lambda =  -0.3540571 
## Iteration 7 lambda =  -0.3648036 
## Iteration 8 lambda =  -0.3701768 
## Iteration 9 lambda =  -0.3728634 
## Iteration 10 lambda =  -0.3742067 
## Iteration 11 lambda =  -0.3748784 
## Iteration 12 lambda =  -0.3752142 
## Iteration 13 lambda =  -0.3753821 
## Iteration 14 lambda =  -0.3754661 
## Iteration 15 lambda =  -0.3755081 
## Iteration 16 lambda =  -0.375529 
## Iteration 17 lambda =  -0.3755395 
## Iteration 18 lambda =  -0.3755448 
## Iteration 19 lambda =  -0.3755474 
## Iteration 20 lambda =  -0.3755487 
## Iteration 21 lambda =  -0.3755494 
## Iteration 22 lambda =  -0.3755497 
## Iteration 23 lambda =  -0.3755499 
## Iteration 24 lambda =  -0.37555 
## Iteration 1 lambda =  0.3153124 
## Iteration 2 lambda =  -0.02703138 
## Iteration 3 lambda =  -0.1982033 
## Iteration 4 lambda =  -0.2837892 
## Iteration 5 lambda =  -0.3265822 
## Iteration 6 lambda =  -0.3479787 
## Iteration 7 lambda =  -0.3586769 
## Iteration 8 lambda =  -0.364026 
## Iteration 9 lambda =  -0.3667006 
## Iteration 10 lambda =  -0.3680379 
## Iteration 11 lambda =  -0.3687065 
## Iteration 12 lambda =  -0.3690408 
## Iteration 13 lambda =  -0.369208 
## Iteration 14 lambda =  -0.3692916 
## Iteration 15 lambda =  -0.3693334 
## Iteration 16 lambda =  -0.3693543 
## Iteration 17 lambda =  -0.3693647 
## Iteration 18 lambda =  -0.3693699 
## Iteration 19 lambda =  -0.3693726 
## Iteration 20 lambda =  -0.3693739 
## Iteration 21 lambda =  -0.3693745 
## Iteration 22 lambda =  -0.3693748 
## Iteration 23 lambda =  -0.369375 
## Iteration 24 lambda =  -0.3693751 
## Iteration 1 lambda =  0.2815986 
## Iteration 2 lambda =  -0.07760209 
## Iteration 3 lambda =  -0.2572024 
## Iteration 4 lambda =  -0.3470026 
## Iteration 5 lambda =  -0.3919027 
## Iteration 6 lambda =  -0.4143527 
## Iteration 7 lambda =  -0.4255778 
## Iteration 8 lambda =  -0.4311903 
## Iteration 9 lambda =  -0.4339965 
## Iteration 10 lambda =  -0.4353997 
## Iteration 11 lambda =  -0.4361012 
## Iteration 12 lambda =  -0.436452 
## Iteration 13 lambda =  -0.4366274 
## Iteration 14 lambda =  -0.4367151 
## Iteration 15 lambda =  -0.4367589 
## Iteration 16 lambda =  -0.4367809 
## Iteration 17 lambda =  -0.4367918 
## Iteration 18 lambda =  -0.4367973 
## Iteration 19 lambda =  -0.4368 
## Iteration 20 lambda =  -0.4368014 
## Iteration 21 lambda =  -0.4368021 
## Iteration 22 lambda =  -0.4368024 
## Iteration 23 lambda =  -0.4368026 
## Iteration 24 lambda =  -0.4368027 
## Iteration 1 lambda =  0.3204521 
## Iteration 2 lambda =  -0.01932186 
## Iteration 3 lambda =  -0.1892088 
## Iteration 4 lambda =  -0.2741523 
## Iteration 5 lambda =  -0.3166241 
## Iteration 6 lambda =  -0.3378599 
## Iteration 7 lambda =  -0.3484779 
## Iteration 8 lambda =  -0.3537868 
## Iteration 9 lambda =  -0.3564413 
## Iteration 10 lambda =  -0.3577686 
## Iteration 11 lambda =  -0.3584322 
## Iteration 12 lambda =  -0.358764 
## Iteration 13 lambda =  -0.3589299 
## Iteration 14 lambda =  -0.3590129 
## Iteration 15 lambda =  -0.3590543 
## Iteration 16 lambda =  -0.3590751 
## Iteration 17 lambda =  -0.3590854 
## Iteration 18 lambda =  -0.3590906 
## Iteration 19 lambda =  -0.3590932 
## Iteration 20 lambda =  -0.3590945 
## Iteration 21 lambda =  -0.3590952 
## Iteration 22 lambda =  -0.3590955 
## Iteration 23 lambda =  -0.3590957 
## Iteration 24 lambda =  -0.3590957 
## Iteration 1 lambda =  0.312908 
## Iteration 2 lambda =  -0.03063794 
## Iteration 3 lambda =  -0.2024109 
## Iteration 4 lambda =  -0.2882974 
## Iteration 5 lambda =  -0.3312407 
## Iteration 6 lambda =  -0.3527123 
## Iteration 7 lambda =  -0.3634481 
## Iteration 8 lambda =  -0.368816 
## Iteration 9 lambda =  -0.3715 
## Iteration 10 lambda =  -0.3728419 
## Iteration 11 lambda =  -0.3735129 
## Iteration 12 lambda =  -0.3738484 
## Iteration 13 lambda =  -0.3740162 
## Iteration 14 lambda =  -0.3741001 
## Iteration 15 lambda =  -0.374142 
## Iteration 16 lambda =  -0.374163 
## Iteration 17 lambda =  -0.3741734 
## Iteration 18 lambda =  -0.3741787 
## Iteration 19 lambda =  -0.3741813 
## Iteration 20 lambda =  -0.3741826 
## Iteration 21 lambda =  -0.3741833 
## Iteration 22 lambda =  -0.3741836 
## Iteration 23 lambda =  -0.3741838 
## Iteration 24 lambda =  -0.3741838 
## Iteration 1 lambda =  0.3296882 
## Iteration 2 lambda =  -0.00546777 
## Iteration 3 lambda =  -0.1730457 
## Iteration 4 lambda =  -0.2568347 
## Iteration 5 lambda =  -0.2987292 
## Iteration 6 lambda =  -0.3196764 
## Iteration 7 lambda =  -0.3301501 
## Iteration 8 lambda =  -0.3353869 
## Iteration 9 lambda =  -0.3380053 
## Iteration 10 lambda =  -0.3393145 
## Iteration 11 lambda =  -0.3399691 
## Iteration 12 lambda =  -0.3402964 
## Iteration 13 lambda =  -0.34046 
## Iteration 14 lambda =  -0.3405419 
## Iteration 15 lambda =  -0.3405828 
## Iteration 16 lambda =  -0.3406032 
## Iteration 17 lambda =  -0.3406135 
## Iteration 18 lambda =  -0.3406186 
## Iteration 19 lambda =  -0.3406211 
## Iteration 20 lambda =  -0.3406224 
## Iteration 21 lambda =  -0.3406231 
## Iteration 22 lambda =  -0.3406234 
## Iteration 23 lambda =  -0.3406235 
## Iteration 24 lambda =  -0.3406236 
## Iteration 1 lambda =  0.2870074 
## Iteration 2 lambda =  -0.06948884 
## Iteration 3 lambda =  -0.247737 
## Iteration 4 lambda =  -0.336861 
## Iteration 5 lambda =  -0.3814231 
## Iteration 6 lambda =  -0.4037041 
## Iteration 7 lambda =  -0.4148446 
## Iteration 8 lambda =  -0.4204149 
## Iteration 9 lambda =  -0.4232 
## Iteration 10 lambda =  -0.4245926 
## Iteration 11 lambda =  -0.4252888 
## Iteration 12 lambda =  -0.425637 
## Iteration 13 lambda =  -0.425811 
## Iteration 14 lambda =  -0.4258981 
## Iteration 15 lambda =  -0.4259416 
## Iteration 16 lambda =  -0.4259634 
## Iteration 17 lambda =  -0.4259742 
## Iteration 18 lambda =  -0.4259797 
## Iteration 19 lambda =  -0.4259824 
## Iteration 20 lambda =  -0.4259838 
## Iteration 21 lambda =  -0.4259844 
## Iteration 22 lambda =  -0.4259848 
## Iteration 23 lambda =  -0.4259849 
## Iteration 24 lambda =  -0.425985 
## Iteration 1 lambda =  0.2896754 
## Iteration 2 lambda =  -0.0654869 
## Iteration 3 lambda =  -0.243068 
## Iteration 4 lambda =  -0.3318586 
## Iteration 5 lambda =  -0.3762539 
## Iteration 6 lambda =  -0.3984516 
## Iteration 7 lambda =  -0.4095504 
## Iteration 8 lambda =  -0.4150998 
## Iteration 9 lambda =  -0.4178745 
## Iteration 10 lambda =  -0.4192618 
## Iteration 11 lambda =  -0.4199555 
## Iteration 12 lambda =  -0.4203024 
## Iteration 13 lambda =  -0.4204758 
## Iteration 14 lambda =  -0.4205625 
## Iteration 15 lambda =  -0.4206058 
## Iteration 16 lambda =  -0.4206275 
## Iteration 17 lambda =  -0.4206384 
## Iteration 18 lambda =  -0.4206438 
## Iteration 19 lambda =  -0.4206465 
## Iteration 20 lambda =  -0.4206478 
## Iteration 21 lambda =  -0.4206485 
## Iteration 22 lambda =  -0.4206489 
## Iteration 23 lambda =  -0.420649 
## Iteration 24 lambda =  -0.4206491 
## Iteration 1 lambda =  0.3118285 
## Iteration 2 lambda =  -0.03225722 
## Iteration 3 lambda =  -0.2043001 
## Iteration 4 lambda =  -0.2903215 
## Iteration 5 lambda =  -0.3333322 
## Iteration 6 lambda =  -0.3548376 
## Iteration 7 lambda =  -0.3655903 
## Iteration 8 lambda =  -0.3709666 
## Iteration 9 lambda =  -0.3736548 
## Iteration 10 lambda =  -0.3749989 
## Iteration 11 lambda =  -0.3756709 
## Iteration 12 lambda =  -0.3760069 
## Iteration 13 lambda =  -0.376175 
## Iteration 14 lambda =  -0.376259 
## Iteration 15 lambda =  -0.376301 
## Iteration 16 lambda =  -0.376322 
## Iteration 17 lambda =  -0.3763325 
## Iteration 18 lambda =  -0.3763377 
## Iteration 19 lambda =  -0.3763403 
## Iteration 20 lambda =  -0.3763417 
## Iteration 21 lambda =  -0.3763423 
## Iteration 22 lambda =  -0.3763426 
## Iteration 23 lambda =  -0.3763428 
## Iteration 24 lambda =  -0.3763429 
## Iteration 1 lambda =  0.2915361 
## Iteration 2 lambda =  -0.06269578 
## Iteration 3 lambda =  -0.2398117 
## Iteration 4 lambda =  -0.3283697 
## Iteration 5 lambda =  -0.3726487 
## Iteration 6 lambda =  -0.3947882 
## Iteration 7 lambda =  -0.405858 
## Iteration 8 lambda =  -0.4113928 
## Iteration 9 lambda =  -0.4141603 
## Iteration 10 lambda =  -0.415544 
## Iteration 11 lambda =  -0.4162358 
## Iteration 12 lambda =  -0.4165818 
## Iteration 13 lambda =  -0.4167547 
## Iteration 14 lambda =  -0.4168412 
## Iteration 15 lambda =  -0.4168845 
## Iteration 16 lambda =  -0.4169061 
## Iteration 17 lambda =  -0.4169169 
## Iteration 18 lambda =  -0.4169223 
## Iteration 19 lambda =  -0.416925 
## Iteration 20 lambda =  -0.4169264 
## Iteration 21 lambda =  -0.416927 
## Iteration 22 lambda =  -0.4169274 
## Iteration 23 lambda =  -0.4169275 
## Iteration 24 lambda =  -0.4169276 
## Iteration 1 lambda =  0.3327986 
## Iteration 2 lambda =  -0.0008020385 
## Iteration 3 lambda =  -0.1676024 
## Iteration 4 lambda =  -0.2510025 
## Iteration 5 lambda =  -0.2927026 
## Iteration 6 lambda =  -0.3135527 
## Iteration 7 lambda =  -0.3239777 
## Iteration 8 lambda =  -0.3291902 
## Iteration 9 lambda =  -0.3317965 
## Iteration 10 lambda =  -0.3330996 
## Iteration 11 lambda =  -0.3337512 
## Iteration 12 lambda =  -0.3340769 
## Iteration 13 lambda =  -0.3342398 
## Iteration 14 lambda =  -0.3343213 
## Iteration 15 lambda =  -0.334362 
## Iteration 16 lambda =  -0.3343824 
## Iteration 17 lambda =  -0.3343925 
## Iteration 18 lambda =  -0.3343976 
## Iteration 19 lambda =  -0.3344002 
## Iteration 20 lambda =  -0.3344014 
## Iteration 21 lambda =  -0.3344021 
## Iteration 22 lambda =  -0.3344024 
## Iteration 23 lambda =  -0.3344026 
## Iteration 24 lambda =  -0.3344026 
## Iteration 1 lambda =  0.3289861 
## Iteration 2 lambda =  -0.006520863 
## Iteration 3 lambda =  -0.1742743 
## Iteration 4 lambda =  -0.2581511 
## Iteration 5 lambda =  -0.3000894 
## Iteration 6 lambda =  -0.3210586 
## Iteration 7 lambda =  -0.3315432 
## Iteration 8 lambda =  -0.3367855 
## Iteration 9 lambda =  -0.3394067 
## Iteration 10 lambda =  -0.3407172 
## Iteration 11 lambda =  -0.3413725 
## Iteration 12 lambda =  -0.3417002 
## Iteration 13 lambda =  -0.341864 
## Iteration 14 lambda =  -0.3419459 
## Iteration 15 lambda =  -0.3419869 
## Iteration 16 lambda =  -0.3420073 
## Iteration 17 lambda =  -0.3420176 
## Iteration 18 lambda =  -0.3420227 
## Iteration 19 lambda =  -0.3420253 
## Iteration 20 lambda =  -0.3420265 
## Iteration 21 lambda =  -0.3420272 
## Iteration 22 lambda =  -0.3420275 
## Iteration 23 lambda =  -0.3420277 
## Iteration 24 lambda =  -0.3420277 
## Iteration 1 lambda =  0.318483 
## Iteration 2 lambda =  -0.02227553 
## Iteration 3 lambda =  -0.1926548 
## Iteration 4 lambda =  -0.2778444 
## Iteration 5 lambda =  -0.3204392 
## Iteration 6 lambda =  -0.3417366 
## Iteration 7 lambda =  -0.3523853 
## Iteration 8 lambda =  -0.3577097 
## Iteration 9 lambda =  -0.3603719 
## Iteration 10 lambda =  -0.361703 
## Iteration 11 lambda =  -0.3623685 
## Iteration 12 lambda =  -0.3627013 
## Iteration 13 lambda =  -0.3628677 
## Iteration 14 lambda =  -0.3629508 
## Iteration 15 lambda =  -0.3629924 
## Iteration 16 lambda =  -0.3630132 
## Iteration 17 lambda =  -0.3630236 
## Iteration 18 lambda =  -0.3630288 
## Iteration 19 lambda =  -0.3630314 
## Iteration 20 lambda =  -0.3630327 
## Iteration 21 lambda =  -0.3630334 
## Iteration 22 lambda =  -0.3630337 
## Iteration 23 lambda =  -0.3630339 
## Iteration 24 lambda =  -0.363034 
## Iteration 1 lambda =  0.3044801 
## Iteration 2 lambda =  -0.04327979 
## Iteration 3 lambda =  -0.2171598 
## Iteration 4 lambda =  -0.3040997 
## Iteration 5 lambda =  -0.3475697 
## Iteration 6 lambda =  -0.3693047 
## Iteration 7 lambda =  -0.3801722 
## Iteration 8 lambda =  -0.385606 
## Iteration 9 lambda =  -0.3883229 
## Iteration 10 lambda =  -0.3896813 
## Iteration 11 lambda =  -0.3903605 
## Iteration 12 lambda =  -0.3907001 
## Iteration 13 lambda =  -0.3908699 
## Iteration 14 lambda =  -0.3909548 
## Iteration 15 lambda =  -0.3909973 
## Iteration 16 lambda =  -0.3910185 
## Iteration 17 lambda =  -0.3910291 
## Iteration 18 lambda =  -0.3910344 
## Iteration 19 lambda =  -0.3910371 
## Iteration 20 lambda =  -0.3910384 
## Iteration 21 lambda =  -0.3910391 
## Iteration 22 lambda =  -0.3910394 
## Iteration 23 lambda =  -0.3910396 
## Iteration 24 lambda =  -0.3910396 
## Iteration 1 lambda =  0.288411 
## Iteration 2 lambda =  -0.06738356 
## Iteration 3 lambda =  -0.2452808 
## Iteration 4 lambda =  -0.3342294 
## Iteration 5 lambda =  -0.3787038 
## Iteration 6 lambda =  -0.4009409 
## Iteration 7 lambda =  -0.4120595 
## Iteration 8 lambda =  -0.4176188 
## Iteration 9 lambda =  -0.4203984 
## Iteration 10 lambda =  -0.4217883 
## Iteration 11 lambda =  -0.4224832 
## Iteration 12 lambda =  -0.4228306 
## Iteration 13 lambda =  -0.4230043 
## Iteration 14 lambda =  -0.4230912 
## Iteration 15 lambda =  -0.4231346 
## Iteration 16 lambda =  -0.4231564 
## Iteration 17 lambda =  -0.4231672 
## Iteration 18 lambda =  -0.4231726 
## Iteration 19 lambda =  -0.4231754 
## Iteration 20 lambda =  -0.4231767 
## Iteration 21 lambda =  -0.4231774 
## Iteration 22 lambda =  -0.4231777 
## Iteration 23 lambda =  -0.4231779 
## Iteration 24 lambda =  -0.423178 
## Iteration 1 lambda =  0.3333922 
## Iteration 2 lambda =  8.832427e-05 
## Iteration 3 lambda =  -0.1665636 
## Iteration 4 lambda =  -0.2498896 
## Iteration 5 lambda =  -0.2915526 
## Iteration 6 lambda =  -0.3123841 
## Iteration 7 lambda =  -0.3227998 
## Iteration 8 lambda =  -0.3280077 
## Iteration 9 lambda =  -0.3306116 
## Iteration 10 lambda =  -0.3319136 
## Iteration 11 lambda =  -0.3325646 
## Iteration 12 lambda =  -0.3328901 
## Iteration 13 lambda =  -0.3330528 
## Iteration 14 lambda =  -0.3331342 
## Iteration 15 lambda =  -0.3331749 
## Iteration 16 lambda =  -0.3331952 
## Iteration 17 lambda =  -0.3332054 
## Iteration 18 lambda =  -0.3332105 
## Iteration 19 lambda =  -0.333213 
## Iteration 20 lambda =  -0.3332143 
## Iteration 21 lambda =  -0.3332149 
## Iteration 22 lambda =  -0.3332152 
## Iteration 23 lambda =  -0.3332154 
## Iteration 24 lambda =  -0.3332155 
## Iteration 1 lambda =  0.3442695 
## Iteration 2 lambda =  0.01640426 
## Iteration 3 lambda =  -0.1475284 
## Iteration 4 lambda =  -0.2294947 
## Iteration 5 lambda =  -0.2704778 
## Iteration 6 lambda =  -0.2909694 
## Iteration 7 lambda =  -0.3012152 
## Iteration 8 lambda =  -0.3063381 
## Iteration 9 lambda =  -0.3088995 
## Iteration 10 lambda =  -0.3101803 
## Iteration 11 lambda =  -0.3108206 
## Iteration 12 lambda =  -0.3111408 
## Iteration 13 lambda =  -0.3113009 
## Iteration 14 lambda =  -0.3113809 
## Iteration 15 lambda =  -0.311421 
## Iteration 16 lambda =  -0.311441 
## Iteration 17 lambda =  -0.311451 
## Iteration 18 lambda =  -0.311456 
## Iteration 19 lambda =  -0.3114585 
## Iteration 20 lambda =  -0.3114597 
## Iteration 21 lambda =  -0.3114604 
## Iteration 22 lambda =  -0.3114607 
## Iteration 23 lambda =  -0.3114608 
## Iteration 24 lambda =  -0.3114609 
## Iteration 1 lambda =  0.2996979 
## Iteration 2 lambda =  -0.05045322 
## Iteration 3 lambda =  -0.2255288 
## Iteration 4 lambda =  -0.3130665 
## Iteration 5 lambda =  -0.3568354 
## Iteration 6 lambda =  -0.3787199 
## Iteration 7 lambda =  -0.3896621 
## Iteration 8 lambda =  -0.3951332 
## Iteration 9 lambda =  -0.3978687 
## Iteration 10 lambda =  -0.3992365 
## Iteration 11 lambda =  -0.3999204 
## Iteration 12 lambda =  -0.4002624 
## Iteration 13 lambda =  -0.4004333 
## Iteration 14 lambda =  -0.4005188 
## Iteration 15 lambda =  -0.4005616 
## Iteration 16 lambda =  -0.4005829 
## Iteration 17 lambda =  -0.4005936 
## Iteration 18 lambda =  -0.400599 
## Iteration 19 lambda =  -0.4006016 
## Iteration 20 lambda =  -0.400603 
## Iteration 21 lambda =  -0.4006036 
## Iteration 22 lambda =  -0.400604 
## Iteration 23 lambda =  -0.4006041 
## Iteration 24 lambda =  -0.4006042 
## Iteration 1 lambda =  0.3286805 
## Iteration 2 lambda =  -0.006979206 
## Iteration 3 lambda =  -0.1748091 
## Iteration 4 lambda =  -0.258724 
## Iteration 5 lambda =  -0.3006815 
## Iteration 6 lambda =  -0.3216602 
## Iteration 7 lambda =  -0.3321496 
## Iteration 8 lambda =  -0.3373943 
## Iteration 9 lambda =  -0.3400166 
## Iteration 10 lambda =  -0.3413278 
## Iteration 11 lambda =  -0.3419834 
## Iteration 12 lambda =  -0.3423111 
## Iteration 13 lambda =  -0.342475 
## Iteration 14 lambda =  -0.342557 
## Iteration 15 lambda =  -0.342598 
## Iteration 16 lambda =  -0.3426185 
## Iteration 17 lambda =  -0.3426287 
## Iteration 18 lambda =  -0.3426338 
## Iteration 19 lambda =  -0.3426364 
## Iteration 20 lambda =  -0.3426377 
## Iteration 21 lambda =  -0.3426383 
## Iteration 22 lambda =  -0.3426386 
## Iteration 23 lambda =  -0.3426388 
## Iteration 24 lambda =  -0.3426389 
## Iteration 1 lambda =  0.3041611 
## Iteration 2 lambda =  -0.0437584 
## Iteration 3 lambda =  -0.2177181 
## Iteration 4 lambda =  -0.304698 
## Iteration 5 lambda =  -0.3481879 
## Iteration 6 lambda =  -0.3699329 
## Iteration 7 lambda =  -0.3808054 
## Iteration 8 lambda =  -0.3862416 
## Iteration 9 lambda =  -0.3889597 
## Iteration 10 lambda =  -0.3903188 
## Iteration 11 lambda =  -0.3909983 
## Iteration 12 lambda =  -0.3913381 
## Iteration 13 lambda =  -0.391508 
## Iteration 14 lambda =  -0.3915929 
## Iteration 15 lambda =  -0.3916354 
## Iteration 16 lambda =  -0.3916566 
## Iteration 17 lambda =  -0.3916672 
## Iteration 18 lambda =  -0.3916726 
## Iteration 19 lambda =  -0.3916752 
## Iteration 20 lambda =  -0.3916765 
## Iteration 21 lambda =  -0.3916772 
## Iteration 22 lambda =  -0.3916775 
## Iteration 23 lambda =  -0.3916777 
## Iteration 24 lambda =  -0.3916778 
## Iteration 1 lambda =  0.318012 
## Iteration 2 lambda =  -0.02298205 
## Iteration 3 lambda =  -0.1934791 
## Iteration 4 lambda =  -0.2787276 
## Iteration 5 lambda =  -0.3213518 
## Iteration 6 lambda =  -0.3426639 
## Iteration 7 lambda =  -0.35332 
## Iteration 8 lambda =  -0.358648 
## Iteration 9 lambda =  -0.3613121 
## Iteration 10 lambda =  -0.3626441 
## Iteration 11 lambda =  -0.3633101 
## Iteration 12 lambda =  -0.3636431 
## Iteration 13 lambda =  -0.3638096 
## Iteration 14 lambda =  -0.3638928 
## Iteration 15 lambda =  -0.3639344 
## Iteration 16 lambda =  -0.3639553 
## Iteration 17 lambda =  -0.3639657 
## Iteration 18 lambda =  -0.3639709 
## Iteration 19 lambda =  -0.3639735 
## Iteration 20 lambda =  -0.3639748 
## Iteration 21 lambda =  -0.3639754 
## Iteration 22 lambda =  -0.3639757 
## Iteration 23 lambda =  -0.3639759 
## Iteration 24 lambda =  -0.363976 
## Iteration 1 lambda =  0.3177123 
## Iteration 2 lambda =  -0.02343161 
## Iteration 3 lambda =  -0.1940035 
## Iteration 4 lambda =  -0.2792895 
## Iteration 5 lambda =  -0.3219325 
## Iteration 6 lambda =  -0.343254 
## Iteration 7 lambda =  -0.3539147 
## Iteration 8 lambda =  -0.3592451 
## Iteration 9 lambda =  -0.3619103 
## Iteration 10 lambda =  -0.3632429 
## Iteration 11 lambda =  -0.3639092 
## Iteration 12 lambda =  -0.3642423 
## Iteration 13 lambda =  -0.3644089 
## Iteration 14 lambda =  -0.3644922 
## Iteration 15 lambda =  -0.3645338 
## Iteration 16 lambda =  -0.3645547 
## Iteration 17 lambda =  -0.3645651 
## Iteration 18 lambda =  -0.3645703 
## Iteration 19 lambda =  -0.3645729 
## Iteration 20 lambda =  -0.3645742 
## Iteration 21 lambda =  -0.3645748 
## Iteration 22 lambda =  -0.3645752 
## Iteration 23 lambda =  -0.3645753 
## Iteration 24 lambda =  -0.3645754 
## Iteration 1 lambda =  0.3088262 
## Iteration 2 lambda =  -0.03676068 
## Iteration 3 lambda =  -0.2095541 
## Iteration 4 lambda =  -0.2959508 
## Iteration 5 lambda =  -0.3391492 
## Iteration 6 lambda =  -0.3607484 
## Iteration 7 lambda =  -0.371548 
## Iteration 8 lambda =  -0.3769478 
## Iteration 9 lambda =  -0.3796477 
## Iteration 10 lambda =  -0.3809976 
## Iteration 11 lambda =  -0.3816726 
## Iteration 12 lambda =  -0.3820101 
## Iteration 13 lambda =  -0.3821788 
## Iteration 14 lambda =  -0.3822632 
## Iteration 15 lambda =  -0.3823054 
## Iteration 16 lambda =  -0.3823265 
## Iteration 17 lambda =  -0.382337 
## Iteration 18 lambda =  -0.3823423 
## Iteration 19 lambda =  -0.3823449 
## Iteration 20 lambda =  -0.3823463 
## Iteration 21 lambda =  -0.3823469 
## Iteration 22 lambda =  -0.3823472 
## Iteration 23 lambda =  -0.3823474 
## Iteration 24 lambda =  -0.3823475 
## Iteration 1 lambda =  0.2478071 
## Iteration 2 lambda =  -0.1282893 
## Iteration 3 lambda =  -0.3163375 
## Iteration 4 lambda =  -0.4103616 
## Iteration 5 lambda =  -0.4573737 
## Iteration 6 lambda =  -0.4808797 
## Iteration 7 lambda =  -0.4926327 
## Iteration 8 lambda =  -0.4985092 
## Iteration 9 lambda =  -0.5014475 
## Iteration 10 lambda =  -0.5029166 
## Iteration 11 lambda =  -0.5036512 
## Iteration 12 lambda =  -0.5040185 
## Iteration 13 lambda =  -0.5042021 
## Iteration 14 lambda =  -0.5042939 
## Iteration 15 lambda =  -0.5043398 
## Iteration 16 lambda =  -0.5043628 
## Iteration 17 lambda =  -0.5043743 
## Iteration 18 lambda =  -0.50438 
## Iteration 19 lambda =  -0.5043829 
## Iteration 20 lambda =  -0.5043843 
## Iteration 21 lambda =  -0.504385 
## Iteration 22 lambda =  -0.5043854 
## Iteration 23 lambda =  -0.5043856 
## Iteration 24 lambda =  -0.5043857 
## Iteration 1 lambda =  0.3221124 
## Iteration 2 lambda =  -0.0168314 
## Iteration 3 lambda =  -0.1863033 
## Iteration 4 lambda =  -0.2710393 
## Iteration 5 lambda =  -0.3134072 
## Iteration 6 lambda =  -0.3345912 
## Iteration 7 lambda =  -0.3451832 
## Iteration 8 lambda =  -0.3504792 
## Iteration 9 lambda =  -0.3531272 
## Iteration 10 lambda =  -0.3544512 
## Iteration 11 lambda =  -0.3551132 
## Iteration 12 lambda =  -0.3554442 
## Iteration 13 lambda =  -0.3556097 
## Iteration 14 lambda =  -0.3556925 
## Iteration 15 lambda =  -0.3557338 
## Iteration 16 lambda =  -0.3557545 
## Iteration 17 lambda =  -0.3557649 
## Iteration 18 lambda =  -0.35577 
## Iteration 19 lambda =  -0.3557726 
## Iteration 20 lambda =  -0.3557739 
## Iteration 21 lambda =  -0.3557746 
## Iteration 22 lambda =  -0.3557749 
## Iteration 23 lambda =  -0.355775 
## Iteration 24 lambda =  -0.3557751 
## Iteration 1 lambda =  0.3479719 
## Iteration 2 lambda =  0.02195781 
## Iteration 3 lambda =  -0.1410492 
## Iteration 4 lambda =  -0.2225527 
## Iteration 5 lambda =  -0.2633045 
## Iteration 6 lambda =  -0.2836804 
## Iteration 7 lambda =  -0.2938683 
## Iteration 8 lambda =  -0.2989623 
## Iteration 9 lambda =  -0.3015093 
## Iteration 10 lambda =  -0.3027828 
## Iteration 11 lambda =  -0.3034195 
## Iteration 12 lambda =  -0.3037379 
## Iteration 13 lambda =  -0.3038971 
## Iteration 14 lambda =  -0.3039767 
## Iteration 15 lambda =  -0.3040165 
## Iteration 16 lambda =  -0.3040364 
## Iteration 17 lambda =  -0.3040463 
## Iteration 18 lambda =  -0.3040513 
## Iteration 19 lambda =  -0.3040538 
## Iteration 20 lambda =  -0.304055 
## Iteration 21 lambda =  -0.3040556 
## Iteration 22 lambda =  -0.3040559 
## Iteration 23 lambda =  -0.3040561 
## Iteration 24 lambda =  -0.3040562 
## Iteration 1 lambda =  0.3325213 
## Iteration 2 lambda =  -0.001218076 
## Iteration 3 lambda =  -0.1680878 
## Iteration 4 lambda =  -0.2515226 
## Iteration 5 lambda =  -0.29324 
## Iteration 6 lambda =  -0.3140987 
## Iteration 7 lambda =  -0.3245281 
## Iteration 8 lambda =  -0.3297428 
## Iteration 9 lambda =  -0.3323501 
## Iteration 10 lambda =  -0.3336538 
## Iteration 11 lambda =  -0.3343056 
## Iteration 12 lambda =  -0.3346315 
## Iteration 13 lambda =  -0.3347945 
## Iteration 14 lambda =  -0.334876 
## Iteration 15 lambda =  -0.3349167 
## Iteration 16 lambda =  -0.3349371 
## Iteration 17 lambda =  -0.3349472 
## Iteration 18 lambda =  -0.3349523 
## Iteration 19 lambda =  -0.3349549 
## Iteration 20 lambda =  -0.3349562 
## Iteration 21 lambda =  -0.3349568 
## Iteration 22 lambda =  -0.3349571 
## Iteration 23 lambda =  -0.3349573 
## Iteration 24 lambda =  -0.3349574 
## Iteration 1 lambda =  0.2599532 
## Iteration 2 lambda =  -0.1100702 
## Iteration 3 lambda =  -0.2950819 
## Iteration 4 lambda =  -0.3875877 
## Iteration 5 lambda =  -0.4338406 
## Iteration 6 lambda =  -0.4569671 
## Iteration 7 lambda =  -0.4685303 
## Iteration 8 lambda =  -0.4743119 
## Iteration 9 lambda =  -0.4772028 
## Iteration 10 lambda =  -0.4786482 
## Iteration 11 lambda =  -0.4793709 
## Iteration 12 lambda =  -0.4797322 
## Iteration 13 lambda =  -0.4799129 
## Iteration 14 lambda =  -0.4800032 
## Iteration 15 lambda =  -0.4800484 
## Iteration 16 lambda =  -0.480071 
## Iteration 17 lambda =  -0.4800823 
## Iteration 18 lambda =  -0.4800879 
## Iteration 19 lambda =  -0.4800907 
## Iteration 20 lambda =  -0.4800922 
## Iteration 21 lambda =  -0.4800929 
## Iteration 22 lambda =  -0.4800932 
## Iteration 23 lambda =  -0.4800934 
## Iteration 24 lambda =  -0.4800935 
## Iteration 1 lambda =  0.2970505 
## Iteration 2 lambda =  -0.05442423 
## Iteration 3 lambda =  -0.2301616 
## Iteration 4 lambda =  -0.3180303 
## Iteration 5 lambda =  -0.3619646 
## Iteration 6 lambda =  -0.3839318 
## Iteration 7 lambda =  -0.3949154 
## Iteration 8 lambda =  -0.4004072 
## Iteration 9 lambda =  -0.4031531 
## Iteration 10 lambda =  -0.404526 
## Iteration 11 lambda =  -0.4052125 
## Iteration 12 lambda =  -0.4055557 
## Iteration 13 lambda =  -0.4057274 
## Iteration 14 lambda =  -0.4058132 
## Iteration 15 lambda =  -0.4058561 
## Iteration 16 lambda =  -0.4058775 
## Iteration 17 lambda =  -0.4058882 
## Iteration 18 lambda =  -0.4058936 
## Iteration 19 lambda =  -0.4058963 
## Iteration 20 lambda =  -0.4058976 
## Iteration 21 lambda =  -0.4058983 
## Iteration 22 lambda =  -0.4058986 
## Iteration 23 lambda =  -0.4058988 
## Iteration 24 lambda =  -0.4058989 
## Iteration 1 lambda =  0.3057286 
## Iteration 2 lambda =  -0.04140705 
## Iteration 3 lambda =  -0.2149749 
## Iteration 4 lambda =  -0.3017588 
## Iteration 5 lambda =  -0.3451508 
## Iteration 6 lambda =  -0.3668468 
## Iteration 7 lambda =  -0.3776947 
## Iteration 8 lambda =  -0.3831187 
## Iteration 9 lambda =  -0.3858307 
## Iteration 10 lambda =  -0.3871867 
## Iteration 11 lambda =  -0.3878647 
## Iteration 12 lambda =  -0.3882037 
## Iteration 13 lambda =  -0.3883732 
## Iteration 14 lambda =  -0.388458 
## Iteration 15 lambda =  -0.3885004 
## Iteration 16 lambda =  -0.3885216 
## Iteration 17 lambda =  -0.3885321 
## Iteration 18 lambda =  -0.3885374 
## Iteration 19 lambda =  -0.3885401 
## Iteration 20 lambda =  -0.3885414 
## Iteration 21 lambda =  -0.3885421 
## Iteration 22 lambda =  -0.3885424 
## Iteration 23 lambda =  -0.3885426 
## Iteration 24 lambda =  -0.3885427 
## Iteration 1 lambda =  0.3058273 
## Iteration 2 lambda =  -0.04125908 
## Iteration 3 lambda =  -0.2148023 
## Iteration 4 lambda =  -0.3015739 
## Iteration 5 lambda =  -0.3449596 
## Iteration 6 lambda =  -0.3666525 
## Iteration 7 lambda =  -0.377499 
## Iteration 8 lambda =  -0.3829222 
## Iteration 9 lambda =  -0.3856338 
## Iteration 10 lambda =  -0.3869896 
## Iteration 11 lambda =  -0.3876675 
## Iteration 12 lambda =  -0.3880065 
## Iteration 13 lambda =  -0.388176 
## Iteration 14 lambda =  -0.3882607 
## Iteration 15 lambda =  -0.3883031 
## Iteration 16 lambda =  -0.3883243 
## Iteration 17 lambda =  -0.3883348 
## Iteration 18 lambda =  -0.3883401 
## Iteration 19 lambda =  -0.3883428 
## Iteration 20 lambda =  -0.3883441 
## Iteration 21 lambda =  -0.3883448 
## Iteration 22 lambda =  -0.3883451 
## Iteration 23 lambda =  -0.3883453 
## Iteration 24 lambda =  -0.3883454 
## Iteration 1 lambda =  0.3081178 
## Iteration 2 lambda =  -0.0378233 
## Iteration 3 lambda =  -0.2107938 
## Iteration 4 lambda =  -0.2972791 
## Iteration 5 lambda =  -0.3405218 
## Iteration 6 lambda =  -0.3621431 
## Iteration 7 lambda =  -0.3729537 
## Iteration 8 lambda =  -0.3783591 
## Iteration 9 lambda =  -0.3810617 
## Iteration 10 lambda =  -0.3824131 
## Iteration 11 lambda =  -0.3830887 
## Iteration 12 lambda =  -0.3834266 
## Iteration 13 lambda =  -0.3835955 
## Iteration 14 lambda =  -0.3836799 
## Iteration 15 lambda =  -0.3837222 
## Iteration 16 lambda =  -0.3837433 
## Iteration 17 lambda =  -0.3837538 
## Iteration 18 lambda =  -0.3837591 
## Iteration 19 lambda =  -0.3837618 
## Iteration 20 lambda =  -0.3837631 
## Iteration 21 lambda =  -0.3837637 
## Iteration 22 lambda =  -0.3837641 
## Iteration 23 lambda =  -0.3837642 
## Iteration 24 lambda =  -0.3837643 
## Iteration 1 lambda =  0.3124674 
## Iteration 2 lambda =  -0.03129895 
## Iteration 3 lambda =  -0.2031821 
## Iteration 4 lambda =  -0.2891237 
## Iteration 5 lambda =  -0.3320945 
## Iteration 6 lambda =  -0.3535799 
## Iteration 7 lambda =  -0.3643226 
## Iteration 8 lambda =  -0.3696939 
## Iteration 9 lambda =  -0.3723796 
## Iteration 10 lambda =  -0.3737224 
## Iteration 11 lambda =  -0.3743939 
## Iteration 12 lambda =  -0.3747296 
## Iteration 13 lambda =  -0.3748974 
## Iteration 14 lambda =  -0.3749813 
## Iteration 15 lambda =  -0.3750233 
## Iteration 16 lambda =  -0.3750443 
## Iteration 17 lambda =  -0.3750548 
## Iteration 18 lambda =  -0.37506 
## Iteration 19 lambda =  -0.3750626 
## Iteration 20 lambda =  -0.375064 
## Iteration 21 lambda =  -0.3750646 
## Iteration 22 lambda =  -0.3750649 
## Iteration 23 lambda =  -0.3750651 
## Iteration 24 lambda =  -0.3750652 
## Iteration 1 lambda =  0.2630813 
## Iteration 2 lambda =  -0.1053781 
## Iteration 3 lambda =  -0.2896078 
## Iteration 4 lambda =  -0.3817226 
## Iteration 5 lambda =  -0.42778 
## Iteration 6 lambda =  -0.4508087 
## Iteration 7 lambda =  -0.4623231 
## Iteration 8 lambda =  -0.4680803 
## Iteration 9 lambda =  -0.4709589 
## Iteration 10 lambda =  -0.4723982 
## Iteration 11 lambda =  -0.4731178 
## Iteration 12 lambda =  -0.4734776 
## Iteration 13 lambda =  -0.4736575 
## Iteration 14 lambda =  -0.4737475 
## Iteration 15 lambda =  -0.4737925 
## Iteration 16 lambda =  -0.473815 
## Iteration 17 lambda =  -0.4738262 
## Iteration 18 lambda =  -0.4738318 
## Iteration 19 lambda =  -0.4738346 
## Iteration 20 lambda =  -0.473836 
## Iteration 21 lambda =  -0.4738368 
## Iteration 22 lambda =  -0.4738371 
## Iteration 23 lambda =  -0.4738373 
## Iteration 24 lambda =  -0.4738374 
## Iteration 1 lambda =  0.3271194 
## Iteration 2 lambda =  -0.009320913 
## Iteration 3 lambda =  -0.1775411 
## Iteration 4 lambda =  -0.2616511 
## Iteration 5 lambda =  -0.3037062 
## Iteration 6 lambda =  -0.3247337 
## Iteration 7 lambda =  -0.3352475 
## Iteration 8 lambda =  -0.3405043 
## Iteration 9 lambda =  -0.3431328 
## Iteration 10 lambda =  -0.344447 
## Iteration 11 lambda =  -0.3451041 
## Iteration 12 lambda =  -0.3454327 
## Iteration 13 lambda =  -0.3455969 
## Iteration 14 lambda =  -0.3456791 
## Iteration 15 lambda =  -0.3457201 
## Iteration 16 lambda =  -0.3457407 
## Iteration 17 lambda =  -0.3457509 
## Iteration 18 lambda =  -0.3457561 
## Iteration 19 lambda =  -0.3457587 
## Iteration 20 lambda =  -0.3457599 
## Iteration 21 lambda =  -0.3457606 
## Iteration 22 lambda =  -0.3457609 
## Iteration 23 lambda =  -0.3457611 
## Iteration 24 lambda =  -0.3457611 
## Iteration 1 lambda =  0.2928871 
## Iteration 2 lambda =  -0.06066934 
## Iteration 3 lambda =  -0.2374476 
## Iteration 4 lambda =  -0.3258367 
## Iteration 5 lambda =  -0.3700312 
## Iteration 6 lambda =  -0.3921285 
## Iteration 7 lambda =  -0.4031771 
## Iteration 8 lambda =  -0.4087015 
## Iteration 9 lambda =  -0.4114636 
## Iteration 10 lambda =  -0.4128447 
## Iteration 11 lambda =  -0.4135352 
## Iteration 12 lambda =  -0.4138805 
## Iteration 13 lambda =  -0.4140532 
## Iteration 14 lambda =  -0.4141395 
## Iteration 15 lambda =  -0.4141826 
## Iteration 16 lambda =  -0.4142042 
## Iteration 17 lambda =  -0.414215 
## Iteration 18 lambda =  -0.4142204 
## Iteration 19 lambda =  -0.4142231 
## Iteration 20 lambda =  -0.4142244 
## Iteration 21 lambda =  -0.4142251 
## Iteration 22 lambda =  -0.4142255 
## Iteration 23 lambda =  -0.4142256 
## Iteration 24 lambda =  -0.4142257 
## Iteration 1 lambda =  0.2727472 
## Iteration 2 lambda =  -0.09087927 
## Iteration 3 lambda =  -0.2726925 
## Iteration 4 lambda =  -0.3635991 
## Iteration 5 lambda =  -0.4090524 
## Iteration 6 lambda =  -0.431779 
## Iteration 7 lambda =  -0.4431424 
## Iteration 8 lambda =  -0.448824 
## Iteration 9 lambda =  -0.4516649 
## Iteration 10 lambda =  -0.4530853 
## Iteration 11 lambda =  -0.4537955 
## Iteration 12 lambda =  -0.4541506 
## Iteration 13 lambda =  -0.4543281 
## Iteration 14 lambda =  -0.4544169 
## Iteration 15 lambda =  -0.4544613 
## Iteration 16 lambda =  -0.4544835 
## Iteration 17 lambda =  -0.4544946 
## Iteration 18 lambda =  -0.4545001 
## Iteration 19 lambda =  -0.4545029 
## Iteration 20 lambda =  -0.4545043 
## Iteration 21 lambda =  -0.454505 
## Iteration 22 lambda =  -0.4545053 
## Iteration 23 lambda =  -0.4545055 
## Iteration 24 lambda =  -0.4545056 
## Iteration 1 lambda =  0.319563 
## Iteration 2 lambda =  -0.02065551 
## Iteration 3 lambda =  -0.1907648 
## Iteration 4 lambda =  -0.2758194 
## Iteration 5 lambda =  -0.3183467 
## Iteration 6 lambda =  -0.3396104 
## Iteration 7 lambda =  -0.3502422 
## Iteration 8 lambda =  -0.3555581 
## Iteration 9 lambda =  -0.3582161 
## Iteration 10 lambda =  -0.359545 
## Iteration 11 lambda =  -0.3602095 
## Iteration 12 lambda =  -0.3605418 
## Iteration 13 lambda =  -0.3607079 
## Iteration 14 lambda =  -0.360791 
## Iteration 15 lambda =  -0.3608325 
## Iteration 16 lambda =  -0.3608533 
## Iteration 17 lambda =  -0.3608636 
## Iteration 18 lambda =  -0.3608688 
## Iteration 19 lambda =  -0.3608714 
## Iteration 20 lambda =  -0.3608727 
## Iteration 21 lambda =  -0.3608734 
## Iteration 22 lambda =  -0.3608737 
## Iteration 23 lambda =  -0.3608739 
## Iteration 24 lambda =  -0.3608739 
## Iteration 1 lambda =  0.2974484 
## Iteration 2 lambda =  -0.0538274 
## Iteration 3 lambda =  -0.2294653 
## Iteration 4 lambda =  -0.3172843 
## Iteration 5 lambda =  -0.3611937 
## Iteration 6 lambda =  -0.3831485 
## Iteration 7 lambda =  -0.3941258 
## Iteration 8 lambda =  -0.3996145 
## Iteration 9 lambda =  -0.4023589 
## Iteration 10 lambda =  -0.403731 
## Iteration 11 lambda =  -0.4044171 
## Iteration 12 lambda =  -0.4047602 
## Iteration 13 lambda =  -0.4049317 
## Iteration 14 lambda =  -0.4050174 
## Iteration 15 lambda =  -0.4050603 
## Iteration 16 lambda =  -0.4050818 
## Iteration 17 lambda =  -0.4050925 
## Iteration 18 lambda =  -0.4050978 
## Iteration 19 lambda =  -0.4051005 
## Iteration 20 lambda =  -0.4051019 
## Iteration 21 lambda =  -0.4051025 
## Iteration 22 lambda =  -0.4051029 
## Iteration 23 lambda =  -0.405103 
## Iteration 24 lambda =  -0.4051031 
## Iteration 1 lambda =  0.3143939 
## Iteration 2 lambda =  -0.02840915 
## Iteration 3 lambda =  -0.1998107 
## Iteration 4 lambda =  -0.2855114 
## Iteration 5 lambda =  -0.3283618 
## Iteration 6 lambda =  -0.349787 
## Iteration 7 lambda =  -0.3604996 
## Iteration 8 lambda =  -0.3658559 
## Iteration 9 lambda =  -0.368534 
## Iteration 10 lambda =  -0.3698731 
## Iteration 11 lambda =  -0.3705427 
## Iteration 12 lambda =  -0.3708774 
## Iteration 13 lambda =  -0.3710448 
## Iteration 14 lambda =  -0.3711285 
## Iteration 15 lambda =  -0.3711703 
## Iteration 16 lambda =  -0.3711913 
## Iteration 17 lambda =  -0.3712017 
## Iteration 18 lambda =  -0.371207 
## Iteration 19 lambda =  -0.3712096 
## Iteration 20 lambda =  -0.3712109 
## Iteration 21 lambda =  -0.3712115 
## Iteration 22 lambda =  -0.3712119 
## Iteration 23 lambda =  -0.371212 
## Iteration 24 lambda =  -0.3712121 
## Iteration 1 lambda =  0.3035886 
## Iteration 2 lambda =  -0.04461715 
## Iteration 3 lambda =  -0.21872 
## Iteration 4 lambda =  -0.3057714 
## Iteration 5 lambda =  -0.3492972 
## Iteration 6 lambda =  -0.37106 
## Iteration 7 lambda =  -0.3819414 
## Iteration 8 lambda =  -0.3873822 
## Iteration 9 lambda =  -0.3901025 
## Iteration 10 lambda =  -0.3914627 
## Iteration 11 lambda =  -0.3921428 
## Iteration 12 lambda =  -0.3924828 
## Iteration 13 lambda =  -0.3926528 
## Iteration 14 lambda =  -0.3927379 
## Iteration 15 lambda =  -0.3927804 
## Iteration 16 lambda =  -0.3928016 
## Iteration 17 lambda =  -0.3928122 
## Iteration 18 lambda =  -0.3928176 
## Iteration 19 lambda =  -0.3928202 
## Iteration 20 lambda =  -0.3928215 
## Iteration 21 lambda =  -0.3928222 
## Iteration 22 lambda =  -0.3928225 
## Iteration 23 lambda =  -0.3928227 
## Iteration 24 lambda =  -0.3928228 
## Iteration 1 lambda =  0.3175286 
## Iteration 2 lambda =  -0.02370703 
## Iteration 3 lambda =  -0.1943249 
## Iteration 4 lambda =  -0.2796338 
## Iteration 5 lambda =  -0.3222882 
## Iteration 6 lambda =  -0.3436155 
## Iteration 7 lambda =  -0.3542791 
## Iteration 8 lambda =  -0.3596109 
## Iteration 9 lambda =  -0.3622768 
## Iteration 10 lambda =  -0.3636098 
## Iteration 11 lambda =  -0.3642762 
## Iteration 12 lambda =  -0.3646095 
## Iteration 13 lambda =  -0.3647761 
## Iteration 14 lambda =  -0.3648594 
## Iteration 15 lambda =  -0.3649011 
## Iteration 16 lambda =  -0.3649219 
## Iteration 17 lambda =  -0.3649323 
## Iteration 18 lambda =  -0.3649375 
## Iteration 19 lambda =  -0.3649401 
## Iteration 20 lambda =  -0.3649414 
## Iteration 21 lambda =  -0.3649421 
## Iteration 22 lambda =  -0.3649424 
## Iteration 23 lambda =  -0.3649425 
## Iteration 24 lambda =  -0.3649426 
## Iteration 1 lambda =  0.3138835 
## Iteration 2 lambda =  -0.02917475 
## Iteration 3 lambda =  -0.2007039 
## Iteration 4 lambda =  -0.2864684 
## Iteration 5 lambda =  -0.3293507 
## Iteration 6 lambda =  -0.3507919 
## Iteration 7 lambda =  -0.3615124 
## Iteration 8 lambda =  -0.3668727 
## Iteration 9 lambda =  -0.3695529 
## Iteration 10 lambda =  -0.3708929 
## Iteration 11 lambda =  -0.371563 
## Iteration 12 lambda =  -0.371898 
## Iteration 13 lambda =  -0.3720655 
## Iteration 14 lambda =  -0.3721492 
## Iteration 15 lambda =  -0.3721911 
## Iteration 16 lambda =  -0.3722121 
## Iteration 17 lambda =  -0.3722225 
## Iteration 18 lambda =  -0.3722278 
## Iteration 19 lambda =  -0.3722304 
## Iteration 20 lambda =  -0.3722317 
## Iteration 21 lambda =  -0.3722323 
## Iteration 22 lambda =  -0.3722327 
## Iteration 23 lambda =  -0.3722328 
## Iteration 24 lambda =  -0.3722329 
## Iteration 1 lambda =  0.300217 
## Iteration 2 lambda =  -0.04967453 
## Iteration 3 lambda =  -0.2246203 
## Iteration 4 lambda =  -0.3120932 
## Iteration 5 lambda =  -0.3558296 
## Iteration 6 lambda =  -0.3776978 
## Iteration 7 lambda =  -0.3886319 
## Iteration 8 lambda =  -0.394099 
## Iteration 9 lambda =  -0.3968325 
## Iteration 10 lambda =  -0.3981993 
## Iteration 11 lambda =  -0.3988827 
## Iteration 12 lambda =  -0.3992243 
## Iteration 13 lambda =  -0.3993952 
## Iteration 14 lambda =  -0.3994806 
## Iteration 15 lambda =  -0.3995233 
## Iteration 16 lambda =  -0.3995447 
## Iteration 17 lambda =  -0.3995554 
## Iteration 18 lambda =  -0.3995607 
## Iteration 19 lambda =  -0.3995634 
## Iteration 20 lambda =  -0.3995647 
## Iteration 21 lambda =  -0.3995654 
## Iteration 22 lambda =  -0.3995657 
## Iteration 23 lambda =  -0.3995659 
## Iteration 24 lambda =  -0.399566 
## Iteration 1 lambda =  0.3064682 
## Iteration 2 lambda =  -0.04029772 
## Iteration 3 lambda =  -0.2136807 
## Iteration 4 lambda =  -0.3003722 
## Iteration 5 lambda =  -0.3437179 
## Iteration 6 lambda =  -0.3653908 
## Iteration 7 lambda =  -0.3762272 
## Iteration 8 lambda =  -0.3816454 
## Iteration 9 lambda =  -0.3843545 
## Iteration 10 lambda =  -0.3857091 
## Iteration 11 lambda =  -0.3863864 
## Iteration 12 lambda =  -0.386725 
## Iteration 13 lambda =  -0.3868943 
## Iteration 14 lambda =  -0.386979 
## Iteration 15 lambda =  -0.3870213 
## Iteration 16 lambda =  -0.3870425 
## Iteration 17 lambda =  -0.387053 
## Iteration 18 lambda =  -0.3870583 
## Iteration 19 lambda =  -0.387061 
## Iteration 20 lambda =  -0.3870623 
## Iteration 21 lambda =  -0.387063 
## Iteration 22 lambda =  -0.3870633 
## Iteration 23 lambda =  -0.3870635 
## Iteration 24 lambda =  -0.3870635 
## Iteration 1 lambda =  0.3302539 
## Iteration 2 lambda =  -0.004619106 
## Iteration 3 lambda =  -0.1720556 
## Iteration 4 lambda =  -0.2557739 
## Iteration 5 lambda =  -0.297633 
## Iteration 6 lambda =  -0.3185626 
## Iteration 7 lambda =  -0.3290274 
## Iteration 8 lambda =  -0.3342598 
## Iteration 9 lambda =  -0.3368759 
## Iteration 10 lambda =  -0.338184 
## Iteration 11 lambda =  -0.3388381 
## Iteration 12 lambda =  -0.3391651 
## Iteration 13 lambda =  -0.3393286 
## Iteration 14 lambda =  -0.3394104 
## Iteration 15 lambda =  -0.3394513 
## Iteration 16 lambda =  -0.3394717 
## Iteration 17 lambda =  -0.3394819 
## Iteration 18 lambda =  -0.339487 
## Iteration 19 lambda =  -0.3394896 
## Iteration 20 lambda =  -0.3394909 
## Iteration 21 lambda =  -0.3394915 
## Iteration 22 lambda =  -0.3394918 
## Iteration 23 lambda =  -0.339492 
## Iteration 24 lambda =  -0.3394921 
## Iteration 1 lambda =  0.3005511 
## Iteration 2 lambda =  -0.04917337 
## Iteration 3 lambda =  -0.2240356 
## Iteration 4 lambda =  -0.3114667 
## Iteration 5 lambda =  -0.3551823 
## Iteration 6 lambda =  -0.37704 
## Iteration 7 lambda =  -0.3879689 
## Iteration 8 lambda =  -0.3934334 
## Iteration 9 lambda =  -0.3961656 
## Iteration 10 lambda =  -0.3975317 
## Iteration 11 lambda =  -0.3982148 
## Iteration 12 lambda =  -0.3985563 
## Iteration 13 lambda =  -0.3987271 
## Iteration 14 lambda =  -0.3988124 
## Iteration 15 lambda =  -0.3988551 
## Iteration 16 lambda =  -0.3988765 
## Iteration 17 lambda =  -0.3988872 
## Iteration 18 lambda =  -0.3988925 
## Iteration 19 lambda =  -0.3988952 
## Iteration 20 lambda =  -0.3988965 
## Iteration 21 lambda =  -0.3988972 
## Iteration 22 lambda =  -0.3988975 
## Iteration 23 lambda =  -0.3988977 
## Iteration 24 lambda =  -0.3988977 
## Iteration 1 lambda =  0.3165227 
## Iteration 2 lambda =  -0.02521588 
## Iteration 3 lambda =  -0.1960852 
## Iteration 4 lambda =  -0.2815199 
## Iteration 5 lambda =  -0.3242372 
## Iteration 6 lambda =  -0.3455958 
## Iteration 7 lambda =  -0.3562752 
## Iteration 8 lambda =  -0.3616148 
## Iteration 9 lambda =  -0.3642847 
## Iteration 10 lambda =  -0.3656196 
## Iteration 11 lambda =  -0.366287 
## Iteration 12 lambda =  -0.3666208 
## Iteration 13 lambda =  -0.3667876 
## Iteration 14 lambda =  -0.3668711 
## Iteration 15 lambda =  -0.3669128 
## Iteration 16 lambda =  -0.3669336 
## Iteration 17 lambda =  -0.3669441 
## Iteration 18 lambda =  -0.3669493 
## Iteration 19 lambda =  -0.3669519 
## Iteration 20 lambda =  -0.3669532 
## Iteration 21 lambda =  -0.3669539 
## Iteration 22 lambda =  -0.3669542 
## Iteration 23 lambda =  -0.3669543 
## Iteration 24 lambda =  -0.3669544 
## Iteration 1 lambda =  0.3180112 
## Iteration 2 lambda =  -0.02298313 
## Iteration 3 lambda =  -0.1934803 
## Iteration 4 lambda =  -0.2787289 
## Iteration 5 lambda =  -0.3213532 
## Iteration 6 lambda =  -0.3426654 
## Iteration 7 lambda =  -0.3533214 
## Iteration 8 lambda =  -0.3586495 
## Iteration 9 lambda =  -0.3613135 
## Iteration 10 lambda =  -0.3626455 
## Iteration 11 lambda =  -0.3633115 
## Iteration 12 lambda =  -0.3636445 
## Iteration 13 lambda =  -0.363811 
## Iteration 14 lambda =  -0.3638943 
## Iteration 15 lambda =  -0.3639359 
## Iteration 16 lambda =  -0.3639567 
## Iteration 17 lambda =  -0.3639671 
## Iteration 18 lambda =  -0.3639723 
## Iteration 19 lambda =  -0.3639749 
## Iteration 20 lambda =  -0.3639762 
## Iteration 21 lambda =  -0.3639769 
## Iteration 22 lambda =  -0.3639772 
## Iteration 23 lambda =  -0.3639773 
## Iteration 24 lambda =  -0.3639774 
## Iteration 1 lambda =  0.3042905 
## Iteration 2 lambda =  -0.04356429 
## Iteration 3 lambda =  -0.2174917 
## Iteration 4 lambda =  -0.3044554 
## Iteration 5 lambda =  -0.3479372 
## Iteration 6 lambda =  -0.3696781 
## Iteration 7 lambda =  -0.3805486 
## Iteration 8 lambda =  -0.3859838 
## Iteration 9 lambda =  -0.3887014 
## Iteration 10 lambda =  -0.3900602 
## Iteration 11 lambda =  -0.3907397 
## Iteration 12 lambda =  -0.3910794 
## Iteration 13 lambda =  -0.3912492 
## Iteration 14 lambda =  -0.3913341 
## Iteration 15 lambda =  -0.3913766 
## Iteration 16 lambda =  -0.3913978 
## Iteration 17 lambda =  -0.3914084 
## Iteration 18 lambda =  -0.3914137 
## Iteration 19 lambda =  -0.3914164 
## Iteration 20 lambda =  -0.3914177 
## Iteration 21 lambda =  -0.3914184 
## Iteration 22 lambda =  -0.3914187 
## Iteration 23 lambda =  -0.3914189 
## Iteration 24 lambda =  -0.391419 
## Iteration 1 lambda =  0.3025674 
## Iteration 2 lambda =  -0.04614894 
## Iteration 3 lambda =  -0.2205071 
## Iteration 4 lambda =  -0.3076862 
## Iteration 5 lambda =  -0.3512757 
## Iteration 6 lambda =  -0.3730705 
## Iteration 7 lambda =  -0.3839679 
## Iteration 8 lambda =  -0.3894166 
## Iteration 9 lambda =  -0.3921409 
## Iteration 10 lambda =  -0.3935031 
## Iteration 11 lambda =  -0.3941842 
## Iteration 12 lambda =  -0.3945247 
## Iteration 13 lambda =  -0.394695 
## Iteration 14 lambda =  -0.3947801 
## Iteration 15 lambda =  -0.3948227 
## Iteration 16 lambda =  -0.394844 
## Iteration 17 lambda =  -0.3948546 
## Iteration 18 lambda =  -0.3948599 
## Iteration 19 lambda =  -0.3948626 
## Iteration 20 lambda =  -0.3948639 
## Iteration 21 lambda =  -0.3948646 
## Iteration 22 lambda =  -0.3948649 
## Iteration 23 lambda =  -0.3948651 
## Iteration 24 lambda =  -0.3948652 
## Iteration 1 lambda =  0.2874368 
## Iteration 2 lambda =  -0.06884478 
## Iteration 3 lambda =  -0.2469856 
## Iteration 4 lambda =  -0.336056 
## Iteration 5 lambda =  -0.3805912 
## Iteration 6 lambda =  -0.4028588 
## Iteration 7 lambda =  -0.4139926 
## Iteration 8 lambda =  -0.4195595 
## Iteration 9 lambda =  -0.4223429 
## Iteration 10 lambda =  -0.4237347 
## Iteration 11 lambda =  -0.4244305 
## Iteration 12 lambda =  -0.4247784 
## Iteration 13 lambda =  -0.4249524 
## Iteration 14 lambda =  -0.4250394 
## Iteration 15 lambda =  -0.4250829 
## Iteration 16 lambda =  -0.4251046 
## Iteration 17 lambda =  -0.4251155 
## Iteration 18 lambda =  -0.4251209 
## Iteration 19 lambda =  -0.4251237 
## Iteration 20 lambda =  -0.425125 
## Iteration 21 lambda =  -0.4251257 
## Iteration 22 lambda =  -0.425126 
## Iteration 23 lambda =  -0.4251262 
## Iteration 24 lambda =  -0.4251263 
## Iteration 1 lambda =  0.3228418 
## Iteration 2 lambda =  -0.01573736 
## Iteration 3 lambda =  -0.1850269 
## Iteration 4 lambda =  -0.2696717 
## Iteration 5 lambda =  -0.3119941 
## Iteration 6 lambda =  -0.3331553 
## Iteration 7 lambda =  -0.3437359 
## Iteration 8 lambda =  -0.3490262 
## Iteration 9 lambda =  -0.3516713 
## Iteration 10 lambda =  -0.3529939 
## Iteration 11 lambda =  -0.3536552 
## Iteration 12 lambda =  -0.3539858 
## Iteration 13 lambda =  -0.3541512 
## Iteration 14 lambda =  -0.3542338 
## Iteration 15 lambda =  -0.3542752 
## Iteration 16 lambda =  -0.3542958 
## Iteration 17 lambda =  -0.3543061 
## Iteration 18 lambda =  -0.3543113 
## Iteration 19 lambda =  -0.3543139 
## Iteration 20 lambda =  -0.3543152 
## Iteration 21 lambda =  -0.3543158 
## Iteration 22 lambda =  -0.3543162 
## Iteration 23 lambda =  -0.3543163 
## Iteration 24 lambda =  -0.3543164 
## Iteration 1 lambda =  0.3234578 
## Iteration 2 lambda =  -0.01481327 
## Iteration 3 lambda =  -0.1839488 
## Iteration 4 lambda =  -0.2685166 
## Iteration 5 lambda =  -0.3108005 
## Iteration 6 lambda =  -0.3319424 
## Iteration 7 lambda =  -0.3425134 
## Iteration 8 lambda =  -0.3477989 
## Iteration 9 lambda =  -0.3504416 
## Iteration 10 lambda =  -0.351763 
## Iteration 11 lambda =  -0.3524237 
## Iteration 12 lambda =  -0.352754 
## Iteration 13 lambda =  -0.3529192 
## Iteration 14 lambda =  -0.3530018 
## Iteration 15 lambda =  -0.3530431 
## Iteration 16 lambda =  -0.3530637 
## Iteration 17 lambda =  -0.353074 
## Iteration 18 lambda =  -0.3530792 
## Iteration 19 lambda =  -0.3530818 
## Iteration 20 lambda =  -0.3530831 
## Iteration 21 lambda =  -0.3530837 
## Iteration 22 lambda =  -0.353084 
## Iteration 23 lambda =  -0.3530842 
## Iteration 24 lambda =  -0.3530843 
## Iteration 1 lambda =  0.2916145 
## Iteration 2 lambda =  -0.06257818 
## Iteration 3 lambda =  -0.2396745 
## Iteration 4 lambda =  -0.3282227 
## Iteration 5 lambda =  -0.3724968 
## Iteration 6 lambda =  -0.3946339 
## Iteration 7 lambda =  -0.4057024 
## Iteration 8 lambda =  -0.4112367 
## Iteration 9 lambda =  -0.4140038 
## Iteration 10 lambda =  -0.4153873 
## Iteration 11 lambda =  -0.4160791 
## Iteration 12 lambda =  -0.416425 
## Iteration 13 lambda =  -0.416598 
## Iteration 14 lambda =  -0.4166844 
## Iteration 15 lambda =  -0.4167277 
## Iteration 16 lambda =  -0.4167493 
## Iteration 17 lambda =  -0.4167601 
## Iteration 18 lambda =  -0.4167655 
## Iteration 19 lambda =  -0.4167682 
## Iteration 20 lambda =  -0.4167696 
## Iteration 21 lambda =  -0.4167702 
## Iteration 22 lambda =  -0.4167706 
## Iteration 23 lambda =  -0.4167707 
## Iteration 24 lambda =  -0.4167708 
## Iteration 1 lambda =  0.3000224 
## Iteration 2 lambda =  -0.04996647 
## Iteration 3 lambda =  -0.2249609 
## Iteration 4 lambda =  -0.3124581 
## Iteration 5 lambda =  -0.3562067 
## Iteration 6 lambda =  -0.378081 
## Iteration 7 lambda =  -0.3890181 
## Iteration 8 lambda =  -0.3944867 
## Iteration 9 lambda =  -0.397221 
## Iteration 10 lambda =  -0.3985881 
## Iteration 11 lambda =  -0.3992717 
## Iteration 12 lambda =  -0.3996135 
## Iteration 13 lambda =  -0.3997844 
## Iteration 14 lambda =  -0.3998698 
## Iteration 15 lambda =  -0.3999126 
## Iteration 16 lambda =  -0.3999339 
## Iteration 17 lambda =  -0.3999446 
## Iteration 18 lambda =  -0.39995 
## Iteration 19 lambda =  -0.3999526 
## Iteration 20 lambda =  -0.399954 
## Iteration 21 lambda =  -0.3999546 
## Iteration 22 lambda =  -0.399955 
## Iteration 23 lambda =  -0.3999551 
## Iteration 24 lambda =  -0.3999552 
## Iteration 1 lambda =  0.2761601 
## Iteration 2 lambda =  -0.08575978 
## Iteration 3 lambda =  -0.2667197 
## Iteration 4 lambda =  -0.3571997 
## Iteration 5 lambda =  -0.4024397 
## Iteration 6 lambda =  -0.4250597 
## Iteration 7 lambda =  -0.4363697 
## Iteration 8 lambda =  -0.4420247 
## Iteration 9 lambda =  -0.4448522 
## Iteration 10 lambda =  -0.446266 
## Iteration 11 lambda =  -0.4469728 
## Iteration 12 lambda =  -0.4473263 
## Iteration 13 lambda =  -0.447503 
## Iteration 14 lambda =  -0.4475914 
## Iteration 15 lambda =  -0.4476355 
## Iteration 16 lambda =  -0.4476576 
## Iteration 17 lambda =  -0.4476687 
## Iteration 18 lambda =  -0.4476742 
## Iteration 19 lambda =  -0.447677 
## Iteration 20 lambda =  -0.4476783 
## Iteration 21 lambda =  -0.447679 
## Iteration 22 lambda =  -0.4476794 
## Iteration 23 lambda =  -0.4476795 
## Iteration 24 lambda =  -0.4476796 
## Iteration 1 lambda =  0.3241941 
## Iteration 2 lambda =  -0.01370889 
## Iteration 3 lambda =  -0.1826604 
## Iteration 4 lambda =  -0.2671361 
## Iteration 5 lambda =  -0.309374 
## Iteration 6 lambda =  -0.3304929 
## Iteration 7 lambda =  -0.3410524 
## Iteration 8 lambda =  -0.3463321 
## Iteration 9 lambda =  -0.348972 
## Iteration 10 lambda =  -0.3502919 
## Iteration 11 lambda =  -0.3509519 
## Iteration 12 lambda =  -0.3512819 
## Iteration 13 lambda =  -0.3514469 
## Iteration 14 lambda =  -0.3515294 
## Iteration 15 lambda =  -0.3515706 
## Iteration 16 lambda =  -0.3515912 
## Iteration 17 lambda =  -0.3516015 
## Iteration 18 lambda =  -0.3516067 
## Iteration 19 lambda =  -0.3516093 
## Iteration 20 lambda =  -0.3516106 
## Iteration 21 lambda =  -0.3516112 
## Iteration 22 lambda =  -0.3516115 
## Iteration 23 lambda =  -0.3516117 
## Iteration 24 lambda =  -0.3516118 
## Iteration 1 lambda =  0.3152176 
## Iteration 2 lambda =  -0.02717365 
## Iteration 3 lambda =  -0.1983693 
## Iteration 4 lambda =  -0.2839671 
## Iteration 5 lambda =  -0.326766 
## Iteration 6 lambda =  -0.3481654 
## Iteration 7 lambda =  -0.3588651 
## Iteration 8 lambda =  -0.364215 
## Iteration 9 lambda =  -0.3668899 
## Iteration 10 lambda =  -0.3682274 
## Iteration 11 lambda =  -0.3688961 
## Iteration 12 lambda =  -0.3692305 
## Iteration 13 lambda =  -0.3693977 
## Iteration 14 lambda =  -0.3694813 
## Iteration 15 lambda =  -0.3695231 
## Iteration 16 lambda =  -0.369544 
## Iteration 17 lambda =  -0.3695544 
## Iteration 18 lambda =  -0.3695596 
## Iteration 19 lambda =  -0.3695623 
## Iteration 20 lambda =  -0.3695636 
## Iteration 21 lambda =  -0.3695642 
## Iteration 22 lambda =  -0.3695645 
## Iteration 23 lambda =  -0.3695647 
## Iteration 24 lambda =  -0.3695648 
## Iteration 1 lambda =  0.3138728 
## Iteration 2 lambda =  -0.02919084 
## Iteration 3 lambda =  -0.2007226 
## Iteration 4 lambda =  -0.2864886 
## Iteration 5 lambda =  -0.3293715 
## Iteration 6 lambda =  -0.350813 
## Iteration 7 lambda =  -0.3615337 
## Iteration 8 lambda =  -0.3668941 
## Iteration 9 lambda =  -0.3695743 
## Iteration 10 lambda =  -0.3709144 
## Iteration 11 lambda =  -0.3715844 
## Iteration 12 lambda =  -0.3719194 
## Iteration 13 lambda =  -0.3720869 
## Iteration 14 lambda =  -0.3721707 
## Iteration 15 lambda =  -0.3722126 
## Iteration 16 lambda =  -0.3722335 
## Iteration 17 lambda =  -0.372244 
## Iteration 18 lambda =  -0.3722492 
## Iteration 19 lambda =  -0.3722518 
## Iteration 20 lambda =  -0.3722531 
## Iteration 21 lambda =  -0.3722538 
## Iteration 22 lambda =  -0.3722541 
## Iteration 23 lambda =  -0.3722543 
## Iteration 24 lambda =  -0.3722544 
## Iteration 1 lambda =  0.3338266 
## Iteration 2 lambda =  0.0007399274 
## Iteration 3 lambda =  -0.1658034 
## Iteration 4 lambda =  -0.2490751 
## Iteration 5 lambda =  -0.2907109 
## Iteration 6 lambda =  -0.3115288 
## Iteration 7 lambda =  -0.3219378 
## Iteration 8 lambda =  -0.3271423 
## Iteration 9 lambda =  -0.3297445 
## Iteration 10 lambda =  -0.3310456 
## Iteration 11 lambda =  -0.3316962 
## Iteration 12 lambda =  -0.3320215 
## Iteration 13 lambda =  -0.3321841 
## Iteration 14 lambda =  -0.3322654 
## Iteration 15 lambda =  -0.3323061 
## Iteration 16 lambda =  -0.3323264 
## Iteration 17 lambda =  -0.3323366 
## Iteration 18 lambda =  -0.3323417 
## Iteration 19 lambda =  -0.3323442 
## Iteration 20 lambda =  -0.3323455 
## Iteration 21 lambda =  -0.3323461 
## Iteration 22 lambda =  -0.3323464 
## Iteration 23 lambda =  -0.3323466 
## Iteration 24 lambda =  -0.3323467 
## Iteration 1 lambda =  0.3071144 
## Iteration 2 lambda =  -0.03932842 
## Iteration 3 lambda =  -0.2125498 
## Iteration 4 lambda =  -0.2991605 
## Iteration 5 lambda =  -0.3424659 
## Iteration 6 lambda =  -0.3641186 
## Iteration 7 lambda =  -0.3749449 
## Iteration 8 lambda =  -0.3803581 
## Iteration 9 lambda =  -0.3830646 
## Iteration 10 lambda =  -0.3844179 
## Iteration 11 lambda =  -0.3850946 
## Iteration 12 lambda =  -0.3854329 
## Iteration 13 lambda =  -0.3856021 
## Iteration 14 lambda =  -0.3856866 
## Iteration 15 lambda =  -0.3857289 
## Iteration 16 lambda =  -0.3857501 
## Iteration 17 lambda =  -0.3857607 
## Iteration 18 lambda =  -0.3857659 
## Iteration 19 lambda =  -0.3857686 
## Iteration 20 lambda =  -0.3857699 
## Iteration 21 lambda =  -0.3857706 
## Iteration 22 lambda =  -0.3857709 
## Iteration 23 lambda =  -0.3857711 
## Iteration 24 lambda =  -0.3857711 
## Iteration 1 lambda =  0.2790345 
## Iteration 2 lambda =  -0.08144819 
## Iteration 3 lambda =  -0.2616896 
## Iteration 4 lambda =  -0.3518102 
## Iteration 5 lambda =  -0.3968706 
## Iteration 6 lambda =  -0.4194007 
## Iteration 7 lambda =  -0.4306658 
## Iteration 8 lambda =  -0.4362984 
## Iteration 9 lambda =  -0.4391146 
## Iteration 10 lambda =  -0.4405228 
## Iteration 11 lambda =  -0.4412268 
## Iteration 12 lambda =  -0.4415789 
## Iteration 13 lambda =  -0.4417549 
## Iteration 14 lambda =  -0.4418429 
## Iteration 15 lambda =  -0.4418869 
## Iteration 16 lambda =  -0.4419089 
## Iteration 17 lambda =  -0.4419199 
## Iteration 18 lambda =  -0.4419254 
## Iteration 19 lambda =  -0.4419282 
## Iteration 20 lambda =  -0.4419295 
## Iteration 21 lambda =  -0.4419302 
## Iteration 22 lambda =  -0.4419306 
## Iteration 23 lambda =  -0.4419307 
## Iteration 24 lambda =  -0.4419308 
## Iteration 1 lambda =  0.2915695 
## Iteration 2 lambda =  -0.0626457 
## Iteration 3 lambda =  -0.2397533 
## Iteration 4 lambda =  -0.3283071 
## Iteration 5 lambda =  -0.372584 
## Iteration 6 lambda =  -0.3947225 
## Iteration 7 lambda =  -0.4057917 
## Iteration 8 lambda =  -0.4113263 
## Iteration 9 lambda =  -0.4140936 
## Iteration 10 lambda =  -0.4154773 
## Iteration 11 lambda =  -0.4161691 
## Iteration 12 lambda =  -0.416515 
## Iteration 13 lambda =  -0.416688 
## Iteration 14 lambda =  -0.4167745 
## Iteration 15 lambda =  -0.4168177 
## Iteration 16 lambda =  -0.4168393 
## Iteration 17 lambda =  -0.4168501 
## Iteration 18 lambda =  -0.4168555 
## Iteration 19 lambda =  -0.4168582 
## Iteration 20 lambda =  -0.4168596 
## Iteration 21 lambda =  -0.4168603 
## Iteration 22 lambda =  -0.4168606 
## Iteration 23 lambda =  -0.4168608 
## Iteration 24 lambda =  -0.4168609 
## Iteration 1 lambda =  0.3279502 
## Iteration 2 lambda =  -0.008074712 
## Iteration 3 lambda =  -0.1760872 
## Iteration 4 lambda =  -0.2600934 
## Iteration 5 lambda =  -0.3020965 
## Iteration 6 lambda =  -0.3230981 
## Iteration 7 lambda =  -0.3335988 
## Iteration 8 lambda =  -0.3388492 
## Iteration 9 lambda =  -0.3414744 
## Iteration 10 lambda =  -0.342787 
## Iteration 11 lambda =  -0.3434433 
## Iteration 12 lambda =  -0.3437715 
## Iteration 13 lambda =  -0.3439355 
## Iteration 14 lambda =  -0.3440176 
## Iteration 15 lambda =  -0.3440586 
## Iteration 16 lambda =  -0.3440791 
## Iteration 17 lambda =  -0.3440894 
## Iteration 18 lambda =  -0.3440945 
## Iteration 19 lambda =  -0.3440971 
## Iteration 20 lambda =  -0.3440983 
## Iteration 21 lambda =  -0.344099 
## Iteration 22 lambda =  -0.3440993 
## Iteration 23 lambda =  -0.3440995 
## Iteration 24 lambda =  -0.3440995 
## Iteration 1 lambda =  0.3200937 
## Iteration 2 lambda =  -0.01985943 
## Iteration 3 lambda =  -0.189836 
## Iteration 4 lambda =  -0.2748243 
## Iteration 5 lambda =  -0.3173184 
## Iteration 6 lambda =  -0.3385655 
## Iteration 7 lambda =  -0.349189 
## Iteration 8 lambda =  -0.3545008 
## Iteration 9 lambda =  -0.3571567 
## Iteration 10 lambda =  -0.3584846 
## Iteration 11 lambda =  -0.3591486 
## Iteration 12 lambda =  -0.3594806 
## Iteration 13 lambda =  -0.3596466 
## Iteration 14 lambda =  -0.3597296 
## Iteration 15 lambda =  -0.3597711 
## Iteration 16 lambda =  -0.3597918 
## Iteration 17 lambda =  -0.3598022 
## Iteration 18 lambda =  -0.3598074 
## Iteration 19 lambda =  -0.35981 
## Iteration 20 lambda =  -0.3598113 
## Iteration 21 lambda =  -0.3598119 
## Iteration 22 lambda =  -0.3598123 
## Iteration 23 lambda =  -0.3598124 
## Iteration 24 lambda =  -0.3598125 
## Iteration 1 lambda =  0.2847023 
## Iteration 2 lambda =  -0.07294659 
## Iteration 3 lambda =  -0.251771 
## Iteration 4 lambda =  -0.3411832 
## Iteration 5 lambda =  -0.3858893 
## Iteration 6 lambda =  -0.4082424 
## Iteration 7 lambda =  -0.4194189 
## Iteration 8 lambda =  -0.4250072 
## Iteration 9 lambda =  -0.4278013 
## Iteration 10 lambda =  -0.4291984 
## Iteration 11 lambda =  -0.4298969 
## Iteration 12 lambda =  -0.4302462 
## Iteration 13 lambda =  -0.4304208 
## Iteration 14 lambda =  -0.4305081 
## Iteration 15 lambda =  -0.4305518 
## Iteration 16 lambda =  -0.4305736 
## Iteration 17 lambda =  -0.4305845 
## Iteration 18 lambda =  -0.43059 
## Iteration 19 lambda =  -0.4305927 
## Iteration 20 lambda =  -0.4305941 
## Iteration 21 lambda =  -0.4305948 
## Iteration 22 lambda =  -0.4305951 
## Iteration 23 lambda =  -0.4305953 
## Iteration 24 lambda =  -0.4305954 
## Iteration 1 lambda =  0.3189263 
## Iteration 2 lambda =  -0.02161059 
## Iteration 3 lambda =  -0.191879 
## Iteration 4 lambda =  -0.2770132 
## Iteration 5 lambda =  -0.3195804 
## Iteration 6 lambda =  -0.3408639 
## Iteration 7 lambda =  -0.3515057 
## Iteration 8 lambda =  -0.3568266 
## Iteration 9 lambda =  -0.359487 
## Iteration 10 lambda =  -0.3608172 
## Iteration 11 lambda =  -0.3614823 
## Iteration 12 lambda =  -0.3618149 
## Iteration 13 lambda =  -0.3619812 
## Iteration 14 lambda =  -0.3620643 
## Iteration 15 lambda =  -0.3621059 
## Iteration 16 lambda =  -0.3621267 
## Iteration 17 lambda =  -0.3621371 
## Iteration 18 lambda =  -0.3621423 
## Iteration 19 lambda =  -0.3621449 
## Iteration 20 lambda =  -0.3621462 
## Iteration 21 lambda =  -0.3621468 
## Iteration 22 lambda =  -0.3621471 
## Iteration 23 lambda =  -0.3621473 
## Iteration 24 lambda =  -0.3621474 
## Iteration 1 lambda =  0.3149027 
## Iteration 2 lambda =  -0.02764592 
## Iteration 3 lambda =  -0.1989202 
## Iteration 4 lambda =  -0.2845574 
## Iteration 5 lambda =  -0.327376 
## Iteration 6 lambda =  -0.3487853 
## Iteration 7 lambda =  -0.3594899 
## Iteration 8 lambda =  -0.3648422 
## Iteration 9 lambda =  -0.3675184 
## Iteration 10 lambda =  -0.3688565 
## Iteration 11 lambda =  -0.3695255 
## Iteration 12 lambda =  -0.36986 
## Iteration 13 lambda =  -0.3700273 
## Iteration 14 lambda =  -0.3701109 
## Iteration 15 lambda =  -0.3701528 
## Iteration 16 lambda =  -0.3701737 
## Iteration 17 lambda =  -0.3701841 
## Iteration 18 lambda =  -0.3701893 
## Iteration 19 lambda =  -0.370192 
## Iteration 20 lambda =  -0.3701933 
## Iteration 21 lambda =  -0.3701939 
## Iteration 22 lambda =  -0.3701942 
## Iteration 23 lambda =  -0.3701944 
## Iteration 24 lambda =  -0.3701945 
## Iteration 1 lambda =  0.3003125 
## Iteration 2 lambda =  -0.0495312 
## Iteration 3 lambda =  -0.2244531 
## Iteration 4 lambda =  -0.311914 
## Iteration 5 lambda =  -0.3556445 
## Iteration 6 lambda =  -0.3775097 
## Iteration 7 lambda =  -0.3884423 
## Iteration 8 lambda =  -0.3939086 
## Iteration 9 lambda =  -0.3966418 
## Iteration 10 lambda =  -0.3980084 
## Iteration 11 lambda =  -0.3986916 
## Iteration 12 lambda =  -0.3990333 
## Iteration 13 lambda =  -0.3992041 
## Iteration 14 lambda =  -0.3992895 
## Iteration 15 lambda =  -0.3993322 
## Iteration 16 lambda =  -0.3993536 
## Iteration 17 lambda =  -0.3993643 
## Iteration 18 lambda =  -0.3993696 
## Iteration 19 lambda =  -0.3993723 
## Iteration 20 lambda =  -0.3993736 
## Iteration 21 lambda =  -0.3993743 
## Iteration 22 lambda =  -0.3993746 
## Iteration 23 lambda =  -0.3993748 
## Iteration 24 lambda =  -0.3993749 
## Iteration 1 lambda =  0.291557 
## Iteration 2 lambda =  -0.06266448 
## Iteration 3 lambda =  -0.2397752 
## Iteration 4 lambda =  -0.3283306 
## Iteration 5 lambda =  -0.3726083 
## Iteration 6 lambda =  -0.3947471 
## Iteration 7 lambda =  -0.4058166 
## Iteration 8 lambda =  -0.4113513 
## Iteration 9 lambda =  -0.4141186 
## Iteration 10 lambda =  -0.4155023 
## Iteration 11 lambda =  -0.4161941 
## Iteration 12 lambda =  -0.4165401 
## Iteration 13 lambda =  -0.416713 
## Iteration 14 lambda =  -0.4167995 
## Iteration 15 lambda =  -0.4168427 
## Iteration 16 lambda =  -0.4168644 
## Iteration 17 lambda =  -0.4168752 
## Iteration 18 lambda =  -0.4168806 
## Iteration 19 lambda =  -0.4168833 
## Iteration 20 lambda =  -0.4168846 
## Iteration 21 lambda =  -0.4168853 
## Iteration 22 lambda =  -0.4168856 
## Iteration 23 lambda =  -0.4168858 
## Iteration 24 lambda =  -0.4168859 
## Iteration 1 lambda =  0.3075539 
## Iteration 2 lambda =  -0.0386692 
## Iteration 3 lambda =  -0.2117807 
## Iteration 4 lambda =  -0.2983365 
## Iteration 5 lambda =  -0.3416144 
## Iteration 6 lambda =  -0.3632533 
## Iteration 7 lambda =  -0.3740728 
## Iteration 8 lambda =  -0.3794825 
## Iteration 9 lambda =  -0.3821874 
## Iteration 10 lambda =  -0.3835398 
## Iteration 11 lambda =  -0.384216 
## Iteration 12 lambda =  -0.3845542 
## Iteration 13 lambda =  -0.3847232 
## Iteration 14 lambda =  -0.3848077 
## Iteration 15 lambda =  -0.38485 
## Iteration 16 lambda =  -0.3848711 
## Iteration 17 lambda =  -0.3848817 
## Iteration 18 lambda =  -0.384887 
## Iteration 19 lambda =  -0.3848896 
## Iteration 20 lambda =  -0.3848909 
## Iteration 21 lambda =  -0.3848916 
## Iteration 22 lambda =  -0.3848919 
## Iteration 23 lambda =  -0.3848921 
## Iteration 24 lambda =  -0.3848922 
## Iteration 1 lambda =  0.3095848 
## Iteration 2 lambda =  -0.0356228 
## Iteration 3 lambda =  -0.2082266 
## Iteration 4 lambda =  -0.2945285 
## Iteration 5 lambda =  -0.3376795 
## Iteration 6 lambda =  -0.3592549 
## Iteration 7 lambda =  -0.3700427 
## Iteration 8 lambda =  -0.3754365 
## Iteration 9 lambda =  -0.3781335 
## Iteration 10 lambda =  -0.3794819 
## Iteration 11 lambda =  -0.3801562 
## Iteration 12 lambda =  -0.3804933 
## Iteration 13 lambda =  -0.3806618 
## Iteration 14 lambda =  -0.3807461 
## Iteration 15 lambda =  -0.3807883 
## Iteration 16 lambda =  -0.3808093 
## Iteration 17 lambda =  -0.3808199 
## Iteration 18 lambda =  -0.3808251 
## Iteration 19 lambda =  -0.3808278 
## Iteration 20 lambda =  -0.3808291 
## Iteration 21 lambda =  -0.3808297 
## Iteration 22 lambda =  -0.3808301 
## Iteration 23 lambda =  -0.3808302 
## Iteration 24 lambda =  -0.3808303 
## Iteration 1 lambda =  0.3113071 
## Iteration 2 lambda =  -0.0330393 
## Iteration 3 lambda =  -0.2052125 
## Iteration 4 lambda =  -0.2912991 
## Iteration 5 lambda =  -0.3343424 
## Iteration 6 lambda =  -0.3558641 
## Iteration 7 lambda =  -0.3666249 
## Iteration 8 lambda =  -0.3720053 
## Iteration 9 lambda =  -0.3746955 
## Iteration 10 lambda =  -0.3760406 
## Iteration 11 lambda =  -0.3767132 
## Iteration 12 lambda =  -0.3770495 
## Iteration 13 lambda =  -0.3772176 
## Iteration 14 lambda =  -0.3773017 
## Iteration 15 lambda =  -0.3773437 
## Iteration 16 lambda =  -0.3773647 
## Iteration 17 lambda =  -0.3773752 
## Iteration 18 lambda =  -0.3773805 
## Iteration 19 lambda =  -0.3773831 
## Iteration 20 lambda =  -0.3773844 
## Iteration 21 lambda =  -0.3773851 
## Iteration 22 lambda =  -0.3773854 
## Iteration 23 lambda =  -0.3773856 
## Iteration 24 lambda =  -0.3773856 
## Iteration 1 lambda =  0.3352027 
## Iteration 2 lambda =  0.002804086 
## Iteration 3 lambda =  -0.1633952 
## Iteration 4 lambda =  -0.2464949 
## Iteration 5 lambda =  -0.2880447 
## Iteration 6 lambda =  -0.3088196 
## Iteration 7 lambda =  -0.3192071 
## Iteration 8 lambda =  -0.3244008 
## Iteration 9 lambda =  -0.3269977 
## Iteration 10 lambda =  -0.3282961 
## Iteration 11 lambda =  -0.3289453 
## Iteration 12 lambda =  -0.3292699 
## Iteration 13 lambda =  -0.3294322 
## Iteration 14 lambda =  -0.3295134 
## Iteration 15 lambda =  -0.329554 
## Iteration 16 lambda =  -0.3295743 
## Iteration 17 lambda =  -0.3295844 
## Iteration 18 lambda =  -0.3295895 
## Iteration 19 lambda =  -0.329592 
## Iteration 20 lambda =  -0.3295933 
## Iteration 21 lambda =  -0.3295939 
## Iteration 22 lambda =  -0.3295942 
## Iteration 23 lambda =  -0.3295944 
## Iteration 24 lambda =  -0.3295945 
## Iteration 1 lambda =  0.296973 
## Iteration 2 lambda =  -0.05454057 
## Iteration 3 lambda =  -0.2302973 
## Iteration 4 lambda =  -0.3181757 
## Iteration 5 lambda =  -0.3621149 
## Iteration 6 lambda =  -0.3840845 
## Iteration 7 lambda =  -0.3950693 
## Iteration 8 lambda =  -0.4005617 
## Iteration 9 lambda =  -0.4033079 
## Iteration 10 lambda =  -0.404681 
## Iteration 11 lambda =  -0.4053675 
## Iteration 12 lambda =  -0.4057108 
## Iteration 13 lambda =  -0.4058825 
## Iteration 14 lambda =  -0.4059683 
## Iteration 15 lambda =  -0.4060112 
## Iteration 16 lambda =  -0.4060326 
## Iteration 17 lambda =  -0.4060434 
## Iteration 18 lambda =  -0.4060487 
## Iteration 19 lambda =  -0.4060514 
## Iteration 20 lambda =  -0.4060527 
## Iteration 21 lambda =  -0.4060534 
## Iteration 22 lambda =  -0.4060538 
## Iteration 23 lambda =  -0.4060539 
## Iteration 24 lambda =  -0.406054 
## Iteration 1 lambda =  0.286524 
## Iteration 2 lambda =  -0.07021398 
## Iteration 3 lambda =  -0.248583 
## Iteration 4 lambda =  -0.3377675 
## Iteration 5 lambda =  -0.3823597 
## Iteration 6 lambda =  -0.4046559 
## Iteration 7 lambda =  -0.4158039 
## Iteration 8 lambda =  -0.4213779 
## Iteration 9 lambda =  -0.424165 
## Iteration 10 lambda =  -0.4255585 
## Iteration 11 lambda =  -0.4262552 
## Iteration 12 lambda =  -0.4266036 
## Iteration 13 lambda =  -0.4267778 
## Iteration 14 lambda =  -0.4268649 
## Iteration 15 lambda =  -0.4269084 
## Iteration 16 lambda =  -0.4269302 
## Iteration 17 lambda =  -0.4269411 
## Iteration 18 lambda =  -0.4269465 
## Iteration 19 lambda =  -0.4269493 
## Iteration 20 lambda =  -0.4269506 
## Iteration 21 lambda =  -0.4269513 
## Iteration 22 lambda =  -0.4269516 
## Iteration 23 lambda =  -0.4269518 
## Iteration 24 lambda =  -0.4269519 
## Iteration 1 lambda =  0.3083708 
## Iteration 2 lambda =  -0.03744386 
## Iteration 3 lambda =  -0.2103512 
## Iteration 4 lambda =  -0.2968048 
## Iteration 5 lambda =  -0.3400317 
## Iteration 6 lambda =  -0.3616451 
## Iteration 7 lambda =  -0.3724518 
## Iteration 8 lambda =  -0.3778551 
## Iteration 9 lambda =  -0.3805568 
## Iteration 10 lambda =  -0.3819076 
## Iteration 11 lambda =  -0.3825831 
## Iteration 12 lambda =  -0.3829208 
## Iteration 13 lambda =  -0.3830896 
## Iteration 14 lambda =  -0.3831741 
## Iteration 15 lambda =  -0.3832163 
## Iteration 16 lambda =  -0.3832374 
## Iteration 17 lambda =  -0.3832479 
## Iteration 18 lambda =  -0.3832532 
## Iteration 19 lambda =  -0.3832558 
## Iteration 20 lambda =  -0.3832572 
## Iteration 21 lambda =  -0.3832578 
## Iteration 22 lambda =  -0.3832582 
## Iteration 23 lambda =  -0.3832583 
## Iteration 24 lambda =  -0.3832584 
## Iteration 1 lambda =  0.3200793 
## Iteration 2 lambda =  -0.01988099 
## Iteration 3 lambda =  -0.1898612 
## Iteration 4 lambda =  -0.2748512 
## Iteration 5 lambda =  -0.3173463 
## Iteration 6 lambda =  -0.3385938 
## Iteration 7 lambda =  -0.3492176 
## Iteration 8 lambda =  -0.3545294 
## Iteration 9 lambda =  -0.3571854 
## Iteration 10 lambda =  -0.3585133 
## Iteration 11 lambda =  -0.3591773 
## Iteration 12 lambda =  -0.3595093 
## Iteration 13 lambda =  -0.3596753 
## Iteration 14 lambda =  -0.3597583 
## Iteration 15 lambda =  -0.3597998 
## Iteration 16 lambda =  -0.3598206 
## Iteration 17 lambda =  -0.3598309 
## Iteration 18 lambda =  -0.3598361 
## Iteration 19 lambda =  -0.3598387 
## Iteration 20 lambda =  -0.35984 
## Iteration 21 lambda =  -0.3598407 
## Iteration 22 lambda =  -0.359841 
## Iteration 23 lambda =  -0.3598412 
## Iteration 24 lambda =  -0.3598412 
## Iteration 1 lambda =  0.2795241 
## Iteration 2 lambda =  -0.0807139 
## Iteration 3 lambda =  -0.2608329 
## Iteration 4 lambda =  -0.3508924 
## Iteration 5 lambda =  -0.3959221 
## Iteration 6 lambda =  -0.418437 
## Iteration 7 lambda =  -0.4296944 
## Iteration 8 lambda =  -0.4353232 
## Iteration 9 lambda =  -0.4381375 
## Iteration 10 lambda =  -0.4395447 
## Iteration 11 lambda =  -0.4402483 
## Iteration 12 lambda =  -0.4406001 
## Iteration 13 lambda =  -0.440776 
## Iteration 14 lambda =  -0.4408639 
## Iteration 15 lambda =  -0.4409079 
## Iteration 16 lambda =  -0.4409299 
## Iteration 17 lambda =  -0.4409409 
## Iteration 18 lambda =  -0.4409464 
## Iteration 19 lambda =  -0.4409491 
## Iteration 20 lambda =  -0.4409505 
## Iteration 21 lambda =  -0.4409512 
## Iteration 22 lambda =  -0.4409515 
## Iteration 23 lambda =  -0.4409517 
## Iteration 24 lambda =  -0.4409518 
## Iteration 1 lambda =  0.3192985 
## Iteration 2 lambda =  -0.02105223 
## Iteration 3 lambda =  -0.1912276 
## Iteration 4 lambda =  -0.2763153 
## Iteration 5 lambda =  -0.3188591 
## Iteration 6 lambda =  -0.3401311 
## Iteration 7 lambda =  -0.350767 
## Iteration 8 lambda =  -0.356085 
## Iteration 9 lambda =  -0.358744 
## Iteration 10 lambda =  -0.3600735 
## Iteration 11 lambda =  -0.3607382 
## Iteration 12 lambda =  -0.3610706 
## Iteration 13 lambda =  -0.3612368 
## Iteration 14 lambda =  -0.3613199 
## Iteration 15 lambda =  -0.3613614 
## Iteration 16 lambda =  -0.3613822 
## Iteration 17 lambda =  -0.3613926 
## Iteration 18 lambda =  -0.3613978 
## Iteration 19 lambda =  -0.3614004 
## Iteration 20 lambda =  -0.3614017 
## Iteration 21 lambda =  -0.3614023 
## Iteration 22 lambda =  -0.3614027 
## Iteration 23 lambda =  -0.3614028 
## Iteration 24 lambda =  -0.3614029 
## Iteration 1 lambda =  0.3113464 
## Iteration 2 lambda =  -0.03298047 
## Iteration 3 lambda =  -0.2051439 
## Iteration 4 lambda =  -0.2912256 
## Iteration 5 lambda =  -0.3342664 
## Iteration 6 lambda =  -0.3557869 
## Iteration 7 lambda =  -0.3665471 
## Iteration 8 lambda =  -0.3719272 
## Iteration 9 lambda =  -0.3746172 
## Iteration 10 lambda =  -0.3759623 
## Iteration 11 lambda =  -0.3766348 
## Iteration 12 lambda =  -0.376971 
## Iteration 13 lambda =  -0.3771392 
## Iteration 14 lambda =  -0.3772232 
## Iteration 15 lambda =  -0.3772653 
## Iteration 16 lambda =  -0.3772863 
## Iteration 17 lambda =  -0.3772968 
## Iteration 18 lambda =  -0.377302 
## Iteration 19 lambda =  -0.3773047 
## Iteration 20 lambda =  -0.377306 
## Iteration 21 lambda =  -0.3773066 
## Iteration 22 lambda =  -0.377307 
## Iteration 23 lambda =  -0.3773071 
## Iteration 24 lambda =  -0.3773072 
## Iteration 1 lambda =  0.3252029 
## Iteration 2 lambda =  -0.0121957 
## Iteration 3 lambda =  -0.180895 
## Iteration 4 lambda =  -0.2652446 
## Iteration 5 lambda =  -0.3074194 
## Iteration 6 lambda =  -0.3285069 
## Iteration 7 lambda =  -0.3390506 
## Iteration 8 lambda =  -0.3443224 
## Iteration 9 lambda =  -0.3469583 
## Iteration 10 lambda =  -0.3482763 
## Iteration 11 lambda =  -0.3489353 
## Iteration 12 lambda =  -0.3492648 
## Iteration 13 lambda =  -0.3494295 
## Iteration 14 lambda =  -0.3495119 
## Iteration 15 lambda =  -0.3495531 
## Iteration 16 lambda =  -0.3495737 
## Iteration 17 lambda =  -0.349584 
## Iteration 18 lambda =  -0.3495891 
## Iteration 19 lambda =  -0.3495917 
## Iteration 20 lambda =  -0.349593 
## Iteration 21 lambda =  -0.3495936 
## Iteration 22 lambda =  -0.3495939 
## Iteration 23 lambda =  -0.3495941 
## Iteration 24 lambda =  -0.3495942 
## Iteration 1 lambda =  0.3268419 
## Iteration 2 lambda =  -0.009737084 
## Iteration 3 lambda =  -0.1780266 
## Iteration 4 lambda =  -0.2621714 
## Iteration 5 lambda =  -0.3042437 
## Iteration 6 lambda =  -0.3252799 
## Iteration 7 lambda =  -0.335798 
## Iteration 8 lambda =  -0.3410571 
## Iteration 9 lambda =  -0.3436866 
## Iteration 10 lambda =  -0.3450014 
## Iteration 11 lambda =  -0.3456587 
## Iteration 12 lambda =  -0.3459874 
## Iteration 13 lambda =  -0.3461518 
## Iteration 14 lambda =  -0.3462339 
## Iteration 15 lambda =  -0.346275 
## Iteration 16 lambda =  -0.3462956 
## Iteration 17 lambda =  -0.3463058 
## Iteration 18 lambda =  -0.346311 
## Iteration 19 lambda =  -0.3463135 
## Iteration 20 lambda =  -0.3463148 
## Iteration 21 lambda =  -0.3463155 
## Iteration 22 lambda =  -0.3463158 
## Iteration 23 lambda =  -0.346316 
## Iteration 24 lambda =  -0.346316 
## Iteration 1 lambda =  0.2850599 
## Iteration 2 lambda =  -0.07241008 
## Iteration 3 lambda =  -0.2511451 
## Iteration 4 lambda =  -0.3405126 
## Iteration 5 lambda =  -0.3851964 
## Iteration 6 lambda =  -0.4075382 
## Iteration 7 lambda =  -0.4187092 
## Iteration 8 lambda =  -0.4242946 
## Iteration 9 lambda =  -0.4270874 
## Iteration 10 lambda =  -0.4284837 
## Iteration 11 lambda =  -0.4291819 
## Iteration 12 lambda =  -0.429531 
## Iteration 13 lambda =  -0.4297056 
## Iteration 14 lambda =  -0.4297928 
## Iteration 15 lambda =  -0.4298365 
## Iteration 16 lambda =  -0.4298583 
## Iteration 17 lambda =  -0.4298692 
## Iteration 18 lambda =  -0.4298747 
## Iteration 19 lambda =  -0.4298774 
## Iteration 20 lambda =  -0.4298787 
## Iteration 21 lambda =  -0.4298794 
## Iteration 22 lambda =  -0.4298798 
## Iteration 23 lambda =  -0.4298799 
## Iteration 24 lambda =  -0.42988 
## Iteration 1 lambda =  0.2693021 
## Iteration 2 lambda =  -0.09604678 
## Iteration 3 lambda =  -0.2787212 
## Iteration 4 lambda =  -0.3700585 
## Iteration 5 lambda =  -0.4157271 
## Iteration 6 lambda =  -0.4385614 
## Iteration 7 lambda =  -0.4499786 
## Iteration 8 lambda =  -0.4556871 
## Iteration 9 lambda =  -0.4585414 
## Iteration 10 lambda =  -0.4599686 
## Iteration 11 lambda =  -0.4606821 
## Iteration 12 lambda =  -0.4610389 
## Iteration 13 lambda =  -0.4612173 
## Iteration 14 lambda =  -0.4613065 
## Iteration 15 lambda =  -0.4613511 
## Iteration 16 lambda =  -0.4613734 
## Iteration 17 lambda =  -0.4613846 
## Iteration 18 lambda =  -0.4613901 
## Iteration 19 lambda =  -0.4613929 
## Iteration 20 lambda =  -0.4613943 
## Iteration 21 lambda =  -0.461395 
## Iteration 22 lambda =  -0.4613954 
## Iteration 23 lambda =  -0.4613955 
## Iteration 24 lambda =  -0.4613956 
## Iteration 1 lambda =  0.2540116 
## Iteration 2 lambda =  -0.1189827 
## Iteration 3 lambda =  -0.3054798 
## Iteration 4 lambda =  -0.3987283 
## Iteration 5 lambda =  -0.4453526 
## Iteration 6 lambda =  -0.4686647 
## Iteration 7 lambda =  -0.4803208 
## Iteration 8 lambda =  -0.4861488 
## Iteration 9 lambda =  -0.4890629 
## Iteration 10 lambda =  -0.4905199 
## Iteration 11 lambda =  -0.4912484 
## Iteration 12 lambda =  -0.4916126 
## Iteration 13 lambda =  -0.4917947 
## Iteration 14 lambda =  -0.4918858 
## Iteration 15 lambda =  -0.4919313 
## Iteration 16 lambda =  -0.4919541 
## Iteration 17 lambda =  -0.4919655 
## Iteration 18 lambda =  -0.4919712 
## Iteration 19 lambda =  -0.491974 
## Iteration 20 lambda =  -0.4919755 
## Iteration 21 lambda =  -0.4919762 
## Iteration 22 lambda =  -0.4919765 
## Iteration 23 lambda =  -0.4919767 
## Iteration 24 lambda =  -0.4919768 
## Iteration 1 lambda =  0.332707 
## Iteration 2 lambda =  -0.0009394963 
## Iteration 3 lambda =  -0.1677627 
## Iteration 4 lambda =  -0.2511744 
## Iteration 5 lambda =  -0.2928802 
## Iteration 6 lambda =  -0.3137331 
## Iteration 7 lambda =  -0.3241595 
## Iteration 8 lambda =  -0.3293728 
## Iteration 9 lambda =  -0.3319794 
## Iteration 10 lambda =  -0.3332827 
## Iteration 11 lambda =  -0.3339343 
## Iteration 12 lambda =  -0.3342602 
## Iteration 13 lambda =  -0.3344231 
## Iteration 14 lambda =  -0.3345045 
## Iteration 15 lambda =  -0.3345453 
## Iteration 16 lambda =  -0.3345656 
## Iteration 17 lambda =  -0.3345758 
## Iteration 18 lambda =  -0.3345809 
## Iteration 19 lambda =  -0.3345834 
## Iteration 20 lambda =  -0.3345847 
## Iteration 21 lambda =  -0.3345854 
## Iteration 22 lambda =  -0.3345857 
## Iteration 23 lambda =  -0.3345858 
## Iteration 24 lambda =  -0.3345859 
## Iteration 1 lambda =  0.2785437 
## Iteration 2 lambda =  -0.08218438 
## Iteration 3 lambda =  -0.2625484 
## Iteration 4 lambda =  -0.3527305 
## Iteration 5 lambda =  -0.3978215 
## Iteration 6 lambda =  -0.420367 
## Iteration 7 lambda =  -0.4316398 
## Iteration 8 lambda =  -0.4372761 
## Iteration 9 lambda =  -0.4400943 
## Iteration 10 lambda =  -0.4415034 
## Iteration 11 lambda =  -0.442208 
## Iteration 12 lambda =  -0.4425602 
## Iteration 13 lambda =  -0.4427364 
## Iteration 14 lambda =  -0.4428244 
## Iteration 15 lambda =  -0.4428685 
## Iteration 16 lambda =  -0.4428905 
## Iteration 17 lambda =  -0.4429015 
## Iteration 18 lambda =  -0.442907 
## Iteration 19 lambda =  -0.4429098 
## Iteration 20 lambda =  -0.4429111 
## Iteration 21 lambda =  -0.4429118 
## Iteration 22 lambda =  -0.4429122 
## Iteration 23 lambda =  -0.4429123 
## Iteration 24 lambda =  -0.4429124 
## Iteration 1 lambda =  0.3231537 
## Iteration 2 lambda =  -0.0152695 
## Iteration 3 lambda =  -0.1844811 
## Iteration 4 lambda =  -0.2690869 
## Iteration 5 lambda =  -0.3113898 
## Iteration 6 lambda =  -0.3325412 
## Iteration 7 lambda =  -0.3431169 
## Iteration 8 lambda =  -0.3484048 
## Iteration 9 lambda =  -0.3510487 
## Iteration 10 lambda =  -0.3523707 
## Iteration 11 lambda =  -0.3530317 
## Iteration 12 lambda =  -0.3533622 
## Iteration 13 lambda =  -0.3535274 
## Iteration 14 lambda =  -0.35361 
## Iteration 15 lambda =  -0.3536513 
## Iteration 16 lambda =  -0.353672 
## Iteration 17 lambda =  -0.3536823 
## Iteration 18 lambda =  -0.3536875 
## Iteration 19 lambda =  -0.3536901 
## Iteration 20 lambda =  -0.3536914 
## Iteration 21 lambda =  -0.353692 
## Iteration 22 lambda =  -0.3536923 
## Iteration 23 lambda =  -0.3536925 
## Iteration 24 lambda =  -0.3536926 
## Iteration 1 lambda =  0.2995644 
## Iteration 2 lambda =  -0.05065343 
## Iteration 3 lambda =  -0.2257623 
## Iteration 4 lambda =  -0.3133168 
## Iteration 5 lambda =  -0.357094 
## Iteration 6 lambda =  -0.3789826 
## Iteration 7 lambda =  -0.3899269 
## Iteration 8 lambda =  -0.3953991 
## Iteration 9 lambda =  -0.3981352 
## Iteration 10 lambda =  -0.3995032 
## Iteration 11 lambda =  -0.4001872 
## Iteration 12 lambda =  -0.4005292 
## Iteration 13 lambda =  -0.4007002 
## Iteration 14 lambda =  -0.4007857 
## Iteration 15 lambda =  -0.4008285 
## Iteration 16 lambda =  -0.4008499 
## Iteration 17 lambda =  -0.4008605 
## Iteration 18 lambda =  -0.4008659 
## Iteration 19 lambda =  -0.4008686 
## Iteration 20 lambda =  -0.4008699 
## Iteration 21 lambda =  -0.4008706 
## Iteration 22 lambda =  -0.4008709 
## Iteration 23 lambda =  -0.4008711 
## Iteration 24 lambda =  -0.4008712 
## Iteration 1 lambda =  0.3236115 
## Iteration 2 lambda =  -0.01458274 
## Iteration 3 lambda =  -0.1836799 
## Iteration 4 lambda =  -0.2682284 
## Iteration 5 lambda =  -0.3105027 
## Iteration 6 lambda =  -0.3316398 
## Iteration 7 lambda =  -0.3422084 
## Iteration 8 lambda =  -0.3474927 
## Iteration 9 lambda =  -0.3501348 
## Iteration 10 lambda =  -0.3514559 
## Iteration 11 lambda =  -0.3521164 
## Iteration 12 lambda =  -0.3524467 
## Iteration 13 lambda =  -0.3526118 
## Iteration 14 lambda =  -0.3526944 
## Iteration 15 lambda =  -0.3527357 
## Iteration 16 lambda =  -0.3527563 
## Iteration 17 lambda =  -0.3527667 
## Iteration 18 lambda =  -0.3527718 
## Iteration 19 lambda =  -0.3527744 
## Iteration 20 lambda =  -0.3527757 
## Iteration 21 lambda =  -0.3527763 
## Iteration 22 lambda =  -0.3527767 
## Iteration 23 lambda =  -0.3527768 
## Iteration 24 lambda =  -0.3527769 
## Iteration 1 lambda =  0.3595179 
## Iteration 2 lambda =  0.03927688 
## Iteration 3 lambda =  -0.1208436 
## Iteration 4 lambda =  -0.2009039 
## Iteration 5 lambda =  -0.240934 
## Iteration 6 lambda =  -0.2609491 
## Iteration 7 lambda =  -0.2709566 
## Iteration 8 lambda =  -0.2759604 
## Iteration 9 lambda =  -0.2784623 
## Iteration 10 lambda =  -0.2797132 
## Iteration 11 lambda =  -0.2803387 
## Iteration 12 lambda =  -0.2806514 
## Iteration 13 lambda =  -0.2808078 
## Iteration 14 lambda =  -0.280886 
## Iteration 15 lambda =  -0.2809251 
## Iteration 16 lambda =  -0.2809446 
## Iteration 17 lambda =  -0.2809544 
## Iteration 18 lambda =  -0.2809593 
## Iteration 19 lambda =  -0.2809617 
## Iteration 20 lambda =  -0.2809629 
## Iteration 21 lambda =  -0.2809635 
## Iteration 22 lambda =  -0.2809639 
## Iteration 23 lambda =  -0.280964 
## Iteration 24 lambda =  -0.2809641 
## Iteration 1 lambda =  0.3330517 
## Iteration 2 lambda =  -0.0004224143 
## Iteration 3 lambda =  -0.1671595 
## Iteration 4 lambda =  -0.250528 
## Iteration 5 lambda =  -0.2922123 
## Iteration 6 lambda =  -0.3130544 
## Iteration 7 lambda =  -0.3234755 
## Iteration 8 lambda =  -0.328686 
## Iteration 9 lambda =  -0.3312913 
## Iteration 10 lambda =  -0.3325939 
## Iteration 11 lambda =  -0.3332452 
## Iteration 12 lambda =  -0.3335709 
## Iteration 13 lambda =  -0.3337337 
## Iteration 14 lambda =  -0.3338151 
## Iteration 15 lambda =  -0.3338558 
## Iteration 16 lambda =  -0.3338762 
## Iteration 17 lambda =  -0.3338864 
## Iteration 18 lambda =  -0.3338915 
## Iteration 19 lambda =  -0.333894 
## Iteration 20 lambda =  -0.3338953 
## Iteration 21 lambda =  -0.3338959 
## Iteration 22 lambda =  -0.3338962 
## Iteration 23 lambda =  -0.3338964 
## Iteration 24 lambda =  -0.3338965 
## Iteration 1 lambda =  0.3372303 
## Iteration 2 lambda =  0.005845466 
## Iteration 3 lambda =  -0.159847 
## Iteration 4 lambda =  -0.2426932 
## Iteration 5 lambda =  -0.2841163 
## Iteration 6 lambda =  -0.3048278 
## Iteration 7 lambda =  -0.3151836 
## Iteration 8 lambda =  -0.3203615 
## Iteration 9 lambda =  -0.3229504 
## Iteration 10 lambda =  -0.3242449 
## Iteration 11 lambda =  -0.3248921 
## Iteration 12 lambda =  -0.3252158 
## Iteration 13 lambda =  -0.3253776 
## Iteration 14 lambda =  -0.3254585 
## Iteration 15 lambda =  -0.3254989 
## Iteration 16 lambda =  -0.3255192 
## Iteration 17 lambda =  -0.3255293 
## Iteration 18 lambda =  -0.3255343 
## Iteration 19 lambda =  -0.3255369 
## Iteration 20 lambda =  -0.3255381 
## Iteration 21 lambda =  -0.3255387 
## Iteration 22 lambda =  -0.3255391 
## Iteration 23 lambda =  -0.3255392 
## Iteration 24 lambda =  -0.3255393 
## Iteration 1 lambda =  0.322601 
## Iteration 2 lambda =  -0.01609852 
## Iteration 3 lambda =  -0.1854483 
## Iteration 4 lambda =  -0.2701232 
## Iteration 5 lambda =  -0.3124606 
## Iteration 6 lambda =  -0.3336293 
## Iteration 7 lambda =  -0.3442137 
## Iteration 8 lambda =  -0.3495058 
## Iteration 9 lambda =  -0.3521519 
## Iteration 10 lambda =  -0.353475 
## Iteration 11 lambda =  -0.3541365 
## Iteration 12 lambda =  -0.3544673 
## Iteration 13 lambda =  -0.3546326 
## Iteration 14 lambda =  -0.3547153 
## Iteration 15 lambda =  -0.3547567 
## Iteration 16 lambda =  -0.3547774 
## Iteration 17 lambda =  -0.3547877 
## Iteration 18 lambda =  -0.3547929 
## Iteration 19 lambda =  -0.3547954 
## Iteration 20 lambda =  -0.3547967 
## Iteration 21 lambda =  -0.3547974 
## Iteration 22 lambda =  -0.3547977 
## Iteration 23 lambda =  -0.3547979 
## Iteration 24 lambda =  -0.3547979 
## Iteration 1 lambda =  0.3041452 
## Iteration 2 lambda =  -0.0437822 
## Iteration 3 lambda =  -0.2177459 
## Iteration 4 lambda =  -0.3047278 
## Iteration 5 lambda =  -0.3482187 
## Iteration 6 lambda =  -0.3699641 
## Iteration 7 lambda =  -0.3808369 
## Iteration 8 lambda =  -0.3862732 
## Iteration 9 lambda =  -0.3889914 
## Iteration 10 lambda =  -0.3903505 
## Iteration 11 lambda =  -0.3910301 
## Iteration 12 lambda =  -0.3913698 
## Iteration 13 lambda =  -0.3915397 
## Iteration 14 lambda =  -0.3916247 
## Iteration 15 lambda =  -0.3916671 
## Iteration 16 lambda =  -0.3916884 
## Iteration 17 lambda =  -0.391699 
## Iteration 18 lambda =  -0.3917043 
## Iteration 19 lambda =  -0.3917069 
## Iteration 20 lambda =  -0.3917083 
## Iteration 21 lambda =  -0.3917089 
## Iteration 22 lambda =  -0.3917093 
## Iteration 23 lambda =  -0.3917094 
## Iteration 24 lambda =  -0.3917095 
## Iteration 1 lambda =  0.2993232 
## Iteration 2 lambda =  -0.05101521 
## Iteration 3 lambda =  -0.2261844 
## Iteration 4 lambda =  -0.313769 
## Iteration 5 lambda =  -0.3575613 
## Iteration 6 lambda =  -0.3794575 
## Iteration 7 lambda =  -0.3904055 
## Iteration 8 lambda =  -0.3958796 
## Iteration 9 lambda =  -0.3986166 
## Iteration 10 lambda =  -0.3999851 
## Iteration 11 lambda =  -0.4006694 
## Iteration 12 lambda =  -0.4010115 
## Iteration 13 lambda =  -0.4011826 
## Iteration 14 lambda =  -0.4012681 
## Iteration 15 lambda =  -0.4013108 
## Iteration 16 lambda =  -0.4013322 
## Iteration 17 lambda =  -0.4013429 
## Iteration 18 lambda =  -0.4013483 
## Iteration 19 lambda =  -0.4013509 
## Iteration 20 lambda =  -0.4013523 
## Iteration 21 lambda =  -0.4013529 
## Iteration 22 lambda =  -0.4013533 
## Iteration 23 lambda =  -0.4013534 
## Iteration 24 lambda =  -0.4013535 
## Iteration 1 lambda =  0.2932067 
## Iteration 2 lambda =  -0.06018991 
## Iteration 3 lambda =  -0.2368882 
## Iteration 4 lambda =  -0.3252374 
## Iteration 5 lambda =  -0.369412 
## Iteration 6 lambda =  -0.3914993 
## Iteration 7 lambda =  -0.4025429 
## Iteration 8 lambda =  -0.4080647 
## Iteration 9 lambda =  -0.4108256 
## Iteration 10 lambda =  -0.4122061 
## Iteration 11 lambda =  -0.4128963 
## Iteration 12 lambda =  -0.4132414 
## Iteration 13 lambda =  -0.413414 
## Iteration 14 lambda =  -0.4135003 
## Iteration 15 lambda =  -0.4135434 
## Iteration 16 lambda =  -0.413565 
## Iteration 17 lambda =  -0.4135758 
## Iteration 18 lambda =  -0.4135812 
## Iteration 19 lambda =  -0.4135839 
## Iteration 20 lambda =  -0.4135852 
## Iteration 21 lambda =  -0.4135859 
## Iteration 22 lambda =  -0.4135862 
## Iteration 23 lambda =  -0.4135864 
## Iteration 24 lambda =  -0.4135865 
## Iteration 1 lambda =  0.2999125 
## Iteration 2 lambda =  -0.05013126 
## Iteration 3 lambda =  -0.2251531 
## Iteration 4 lambda =  -0.3126641 
## Iteration 5 lambda =  -0.3564195 
## Iteration 6 lambda =  -0.3782973 
## Iteration 7 lambda =  -0.3892361 
## Iteration 8 lambda =  -0.3947056 
## Iteration 9 lambda =  -0.3974403 
## Iteration 10 lambda =  -0.3988077 
## Iteration 11 lambda =  -0.3994913 
## Iteration 12 lambda =  -0.3998332 
## Iteration 13 lambda =  -0.4000041 
## Iteration 14 lambda =  -0.4000896 
## Iteration 15 lambda =  -0.4001323 
## Iteration 16 lambda =  -0.4001536 
## Iteration 17 lambda =  -0.4001643 
## Iteration 18 lambda =  -0.4001697 
## Iteration 19 lambda =  -0.4001723 
## Iteration 20 lambda =  -0.4001737 
## Iteration 21 lambda =  -0.4001743 
## Iteration 22 lambda =  -0.4001747 
## Iteration 23 lambda =  -0.4001748 
## Iteration 24 lambda =  -0.4001749 
## Iteration 1 lambda =  0.3114729 
## Iteration 2 lambda =  -0.03279072 
## Iteration 3 lambda =  -0.2049225 
## Iteration 4 lambda =  -0.2909884 
## Iteration 5 lambda =  -0.3340213 
## Iteration 6 lambda =  -0.3555378 
## Iteration 7 lambda =  -0.3662961 
## Iteration 8 lambda =  -0.3716752 
## Iteration 9 lambda =  -0.3743647 
## Iteration 10 lambda =  -0.3757095 
## Iteration 11 lambda =  -0.3763819 
## Iteration 12 lambda =  -0.3767181 
## Iteration 13 lambda =  -0.3768862 
## Iteration 14 lambda =  -0.3769702 
## Iteration 15 lambda =  -0.3770123 
## Iteration 16 lambda =  -0.3770333 
## Iteration 17 lambda =  -0.3770438 
## Iteration 18 lambda =  -0.377049 
## Iteration 19 lambda =  -0.3770517 
## Iteration 20 lambda =  -0.377053 
## Iteration 21 lambda =  -0.3770536 
## Iteration 22 lambda =  -0.377054 
## Iteration 23 lambda =  -0.3770541 
## Iteration 24 lambda =  -0.3770542 
## Iteration 1 lambda =  0.2787047 
## Iteration 2 lambda =  -0.08194302 
## Iteration 3 lambda =  -0.2622669 
## Iteration 4 lambda =  -0.3524288 
## Iteration 5 lambda =  -0.3975097 
## Iteration 6 lambda =  -0.4200502 
## Iteration 7 lambda =  -0.4313205 
## Iteration 8 lambda =  -0.4369556 
## Iteration 9 lambda =  -0.4397731 
## Iteration 10 lambda =  -0.4411819 
## Iteration 11 lambda =  -0.4418863 
## Iteration 12 lambda =  -0.4422385 
## Iteration 13 lambda =  -0.4424146 
## Iteration 14 lambda =  -0.4425026 
## Iteration 15 lambda =  -0.4425467 
## Iteration 16 lambda =  -0.4425687 
## Iteration 17 lambda =  -0.4425797 
## Iteration 18 lambda =  -0.4425852 
## Iteration 19 lambda =  -0.4425879 
## Iteration 20 lambda =  -0.4425893 
## Iteration 21 lambda =  -0.44259 
## Iteration 22 lambda =  -0.4425903 
## Iteration 23 lambda =  -0.4425905 
## Iteration 24 lambda =  -0.4425906 
## Iteration 1 lambda =  0.3043022 
## Iteration 2 lambda =  -0.04354674 
## Iteration 3 lambda =  -0.2174712 
## Iteration 4 lambda =  -0.3044334 
## Iteration 5 lambda =  -0.3479145 
## Iteration 6 lambda =  -0.3696551 
## Iteration 7 lambda =  -0.3805254 
## Iteration 8 lambda =  -0.3859605 
## Iteration 9 lambda =  -0.3886781 
## Iteration 10 lambda =  -0.3900369 
## Iteration 11 lambda =  -0.3907163 
## Iteration 12 lambda =  -0.391056 
## Iteration 13 lambda =  -0.3912258 
## Iteration 14 lambda =  -0.3913107 
## Iteration 15 lambda =  -0.3913532 
## Iteration 16 lambda =  -0.3913744 
## Iteration 17 lambda =  -0.391385 
## Iteration 18 lambda =  -0.3913903 
## Iteration 19 lambda =  -0.391393 
## Iteration 20 lambda =  -0.3913943 
## Iteration 21 lambda =  -0.391395 
## Iteration 22 lambda =  -0.3913953 
## Iteration 23 lambda =  -0.3913955 
## Iteration 24 lambda =  -0.3913956 
## Iteration 1 lambda =  0.3176154 
## Iteration 2 lambda =  -0.02357685 
## Iteration 3 lambda =  -0.194173 
## Iteration 4 lambda =  -0.2794711 
## Iteration 5 lambda =  -0.3221201 
## Iteration 6 lambda =  -0.3434446 
## Iteration 7 lambda =  -0.3541069 
## Iteration 8 lambda =  -0.359438 
## Iteration 9 lambda =  -0.3621036 
## Iteration 10 lambda =  -0.3634364 
## Iteration 11 lambda =  -0.3641027 
## Iteration 12 lambda =  -0.3644359 
## Iteration 13 lambda =  -0.3646025 
## Iteration 14 lambda =  -0.3646858 
## Iteration 15 lambda =  -0.3647275 
## Iteration 16 lambda =  -0.3647483 
## Iteration 17 lambda =  -0.3647587 
## Iteration 18 lambda =  -0.3647639 
## Iteration 19 lambda =  -0.3647665 
## Iteration 20 lambda =  -0.3647678 
## Iteration 21 lambda =  -0.3647685 
## Iteration 22 lambda =  -0.3647688 
## Iteration 23 lambda =  -0.364769 
## Iteration 24 lambda =  -0.3647691 
## Iteration 1 lambda =  0.3252438 
## Iteration 2 lambda =  -0.01213426 
## Iteration 3 lambda =  -0.1808233 
## Iteration 4 lambda =  -0.2651678 
## Iteration 5 lambda =  -0.3073401 
## Iteration 6 lambda =  -0.3284262 
## Iteration 7 lambda =  -0.3389693 
## Iteration 8 lambda =  -0.3442408 
## Iteration 9 lambda =  -0.3468766 
## Iteration 10 lambda =  -0.3481945 
## Iteration 11 lambda =  -0.3488534 
## Iteration 12 lambda =  -0.3491829 
## Iteration 13 lambda =  -0.3493476 
## Iteration 14 lambda =  -0.34943 
## Iteration 15 lambda =  -0.3494712 
## Iteration 16 lambda =  -0.3494917 
## Iteration 17 lambda =  -0.349502 
## Iteration 18 lambda =  -0.3495072 
## Iteration 19 lambda =  -0.3495098 
## Iteration 20 lambda =  -0.3495111 
## Iteration 21 lambda =  -0.3495117 
## Iteration 22 lambda =  -0.349512 
## Iteration 23 lambda =  -0.3495122 
## Iteration 24 lambda =  -0.3495123 
## Iteration 1 lambda =  0.3009776 
## Iteration 2 lambda =  -0.04853357 
## Iteration 3 lambda =  -0.2232892 
## Iteration 4 lambda =  -0.310667 
## Iteration 5 lambda =  -0.3543559 
## Iteration 6 lambda =  -0.3762003 
## Iteration 7 lambda =  -0.3871225 
## Iteration 8 lambda =  -0.3925836 
## Iteration 9 lambda =  -0.3953142 
## Iteration 10 lambda =  -0.3966795 
## Iteration 11 lambda =  -0.3973621 
## Iteration 12 lambda =  -0.3977034 
## Iteration 13 lambda =  -0.3978741 
## Iteration 14 lambda =  -0.3979594 
## Iteration 15 lambda =  -0.3980021 
## Iteration 16 lambda =  -0.3980234 
## Iteration 17 lambda =  -0.3980341 
## Iteration 18 lambda =  -0.3980394 
## Iteration 19 lambda =  -0.3980421 
## Iteration 20 lambda =  -0.3980434 
## Iteration 21 lambda =  -0.3980441 
## Iteration 22 lambda =  -0.3980444 
## Iteration 23 lambda =  -0.3980446 
## Iteration 24 lambda =  -0.3980447 
## Iteration 1 lambda =  0.2833454 
## Iteration 2 lambda =  -0.07498194 
## Iteration 3 lambda =  -0.2541456 
## Iteration 4 lambda =  -0.3437274 
## Iteration 5 lambda =  -0.3885183 
## Iteration 6 lambda =  -0.4109138 
## Iteration 7 lambda =  -0.4221115 
## Iteration 8 lambda =  -0.4277104 
## Iteration 9 lambda =  -0.4305098 
## Iteration 10 lambda =  -0.4319095 
## Iteration 11 lambda =  -0.4326094 
## Iteration 12 lambda =  -0.4329593 
## Iteration 13 lambda =  -0.4331343 
## Iteration 14 lambda =  -0.4332218 
## Iteration 15 lambda =  -0.4332655 
## Iteration 16 lambda =  -0.4332874 
## Iteration 17 lambda =  -0.4332983 
## Iteration 18 lambda =  -0.4333038 
## Iteration 19 lambda =  -0.4333065 
## Iteration 20 lambda =  -0.4333079 
## Iteration 21 lambda =  -0.4333086 
## Iteration 22 lambda =  -0.4333089 
## Iteration 23 lambda =  -0.4333091 
## Iteration 24 lambda =  -0.4333092 
## Iteration 1 lambda =  0.3198485 
## Iteration 2 lambda =  -0.02022732 
## Iteration 3 lambda =  -0.1902652 
## Iteration 4 lambda =  -0.2752842 
## Iteration 5 lambda =  -0.3177936 
## Iteration 6 lambda =  -0.3390484 
## Iteration 7 lambda =  -0.3496757 
## Iteration 8 lambda =  -0.3549894 
## Iteration 9 lambda =  -0.3576463 
## Iteration 10 lambda =  -0.3589747 
## Iteration 11 lambda =  -0.3596389 
## Iteration 12 lambda =  -0.359971 
## Iteration 13 lambda =  -0.360137 
## Iteration 14 lambda =  -0.3602201 
## Iteration 15 lambda =  -0.3602616 
## Iteration 16 lambda =  -0.3602823 
## Iteration 17 lambda =  -0.3602927 
## Iteration 18 lambda =  -0.3602979 
## Iteration 19 lambda =  -0.3603005 
## Iteration 20 lambda =  -0.3603018 
## Iteration 21 lambda =  -0.3603024 
## Iteration 22 lambda =  -0.3603028 
## Iteration 23 lambda =  -0.3603029 
## Iteration 24 lambda =  -0.360303 
## Iteration 1 lambda =  0.3098199 
## Iteration 2 lambda =  -0.03527012 
## Iteration 3 lambda =  -0.2078151 
## Iteration 4 lambda =  -0.2940876 
## Iteration 5 lambda =  -0.3372239 
## Iteration 6 lambda =  -0.358792 
## Iteration 7 lambda =  -0.3695761 
## Iteration 8 lambda =  -0.3749681 
## Iteration 9 lambda =  -0.3776641 
## Iteration 10 lambda =  -0.3790122 
## Iteration 11 lambda =  -0.3796862 
## Iteration 12 lambda =  -0.3800232 
## Iteration 13 lambda =  -0.3801917 
## Iteration 14 lambda =  -0.3802759 
## Iteration 15 lambda =  -0.380318 
## Iteration 16 lambda =  -0.3803391 
## Iteration 17 lambda =  -0.3803496 
## Iteration 18 lambda =  -0.3803549 
## Iteration 19 lambda =  -0.3803575 
## Iteration 20 lambda =  -0.3803588 
## Iteration 21 lambda =  -0.3803595 
## Iteration 22 lambda =  -0.3803598 
## Iteration 23 lambda =  -0.38036 
## Iteration 24 lambda =  -0.3803601 
## Iteration 1 lambda =  0.3272708 
## Iteration 2 lambda =  -0.009093866 
## Iteration 3 lambda =  -0.1772762 
## Iteration 4 lambda =  -0.2613673 
## Iteration 5 lambda =  -0.3034129 
## Iteration 6 lambda =  -0.3244357 
## Iteration 7 lambda =  -0.3349471 
## Iteration 8 lambda =  -0.3402028 
## Iteration 9 lambda =  -0.3428306 
## Iteration 10 lambda =  -0.3441446 
## Iteration 11 lambda =  -0.3448015 
## Iteration 12 lambda =  -0.34513 
## Iteration 13 lambda =  -0.3452942 
## Iteration 14 lambda =  -0.3453764 
## Iteration 15 lambda =  -0.3454174 
## Iteration 16 lambda =  -0.345438 
## Iteration 17 lambda =  -0.3454482 
## Iteration 18 lambda =  -0.3454534 
## Iteration 19 lambda =  -0.3454559 
## Iteration 20 lambda =  -0.3454572 
## Iteration 21 lambda =  -0.3454578 
## Iteration 22 lambda =  -0.3454582 
## Iteration 23 lambda =  -0.3454583 
## Iteration 24 lambda =  -0.3454584 
## Iteration 1 lambda =  0.3092059 
## Iteration 2 lambda =  -0.0361911 
## Iteration 3 lambda =  -0.2088896 
## Iteration 4 lambda =  -0.2952389 
## Iteration 5 lambda =  -0.3384135 
## Iteration 6 lambda =  -0.3600008 
## Iteration 7 lambda =  -0.3707945 
## Iteration 8 lambda =  -0.3761913 
## Iteration 9 lambda =  -0.3788897 
## Iteration 10 lambda =  -0.3802389 
## Iteration 11 lambda =  -0.3809135 
## Iteration 12 lambda =  -0.3812508 
## Iteration 13 lambda =  -0.3814195 
## Iteration 14 lambda =  -0.3815038 
## Iteration 15 lambda =  -0.381546 
## Iteration 16 lambda =  -0.3815671 
## Iteration 17 lambda =  -0.3815776 
## Iteration 18 lambda =  -0.3815829 
## Iteration 19 lambda =  -0.3815855 
## Iteration 20 lambda =  -0.3815868 
## Iteration 21 lambda =  -0.3815875 
## Iteration 22 lambda =  -0.3815878 
## Iteration 23 lambda =  -0.381588 
## Iteration 24 lambda =  -0.3815881 
## Iteration 1 lambda =  0.3066369 
## Iteration 2 lambda =  -0.04004458 
## Iteration 3 lambda =  -0.2133853 
## Iteration 4 lambda =  -0.3000557 
## Iteration 5 lambda =  -0.3433909 
## Iteration 6 lambda =  -0.3650585 
## Iteration 7 lambda =  -0.3758923 
## Iteration 8 lambda =  -0.3813092 
## Iteration 9 lambda =  -0.3840177 
## Iteration 10 lambda =  -0.3853719 
## Iteration 11 lambda =  -0.386049 
## Iteration 12 lambda =  -0.3863875 
## Iteration 13 lambda =  -0.3865568 
## Iteration 14 lambda =  -0.3866415 
## Iteration 15 lambda =  -0.3866838 
## Iteration 16 lambda =  -0.3867049 
## Iteration 17 lambda =  -0.3867155 
## Iteration 18 lambda =  -0.3867208 
## Iteration 19 lambda =  -0.3867235 
## Iteration 20 lambda =  -0.3867248 
## Iteration 21 lambda =  -0.3867254 
## Iteration 22 lambda =  -0.3867258 
## Iteration 23 lambda =  -0.3867259 
## Iteration 24 lambda =  -0.386726 
## Iteration 1 lambda =  0.3082793 
## Iteration 2 lambda =  -0.03758104 
## Iteration 3 lambda =  -0.2105112 
## Iteration 4 lambda =  -0.2969763 
## Iteration 5 lambda =  -0.3402088 
## Iteration 6 lambda =  -0.3618251 
## Iteration 7 lambda =  -0.3726332 
## Iteration 8 lambda =  -0.3780373 
## Iteration 9 lambda =  -0.3807393 
## Iteration 10 lambda =  -0.3820904 
## Iteration 11 lambda =  -0.3827659 
## Iteration 12 lambda =  -0.3831036 
## Iteration 13 lambda =  -0.3832725 
## Iteration 14 lambda =  -0.3833569 
## Iteration 15 lambda =  -0.3833992 
## Iteration 16 lambda =  -0.3834203 
## Iteration 17 lambda =  -0.3834308 
## Iteration 18 lambda =  -0.3834361 
## Iteration 19 lambda =  -0.3834387 
## Iteration 20 lambda =  -0.3834401 
## Iteration 21 lambda =  -0.3834407 
## Iteration 22 lambda =  -0.3834411 
## Iteration 23 lambda =  -0.3834412 
## Iteration 24 lambda =  -0.3834413 
## Iteration 1 lambda =  0.2686547 
## Iteration 2 lambda =  -0.09701794 
## Iteration 3 lambda =  -0.2798543 
## Iteration 4 lambda =  -0.3712724 
## Iteration 5 lambda =  -0.4169815 
## Iteration 6 lambda =  -0.439836 
## Iteration 7 lambda =  -0.4512633 
## Iteration 8 lambda =  -0.4569769 
## Iteration 9 lambda =  -0.4598338 
## Iteration 10 lambda =  -0.4612622 
## Iteration 11 lambda =  -0.4619764 
## Iteration 12 lambda =  -0.4623335 
## Iteration 13 lambda =  -0.462512 
## Iteration 14 lambda =  -0.4626013 
## Iteration 15 lambda =  -0.4626459 
## Iteration 16 lambda =  -0.4626683 
## Iteration 17 lambda =  -0.4626794 
## Iteration 18 lambda =  -0.462685 
## Iteration 19 lambda =  -0.4626878 
## Iteration 20 lambda =  -0.4626892 
## Iteration 21 lambda =  -0.4626899 
## Iteration 22 lambda =  -0.4626902 
## Iteration 23 lambda =  -0.4626904 
## Iteration 24 lambda =  -0.4626905 
## Iteration 1 lambda =  0.3026038 
## Iteration 2 lambda =  -0.04609435 
## Iteration 3 lambda =  -0.2204434 
## Iteration 4 lambda =  -0.3076179 
## Iteration 5 lambda =  -0.3512052 
## Iteration 6 lambda =  -0.3729988 
## Iteration 7 lambda =  -0.3838956 
## Iteration 8 lambda =  -0.3893441 
## Iteration 9 lambda =  -0.3920683 
## Iteration 10 lambda =  -0.3934304 
## Iteration 11 lambda =  -0.3941114 
## Iteration 12 lambda =  -0.3944519 
## Iteration 13 lambda =  -0.3946222 
## Iteration 14 lambda =  -0.3947073 
## Iteration 15 lambda =  -0.3947499 
## Iteration 16 lambda =  -0.3947712 
## Iteration 17 lambda =  -0.3947818 
## Iteration 18 lambda =  -0.3947871 
## Iteration 19 lambda =  -0.3947898 
## Iteration 20 lambda =  -0.3947911 
## Iteration 21 lambda =  -0.3947918 
## Iteration 22 lambda =  -0.3947921 
## Iteration 23 lambda =  -0.3947923 
## Iteration 24 lambda =  -0.3947924 
## Iteration 1 lambda =  0.3150439 
## Iteration 2 lambda =  -0.02743411 
## Iteration 3 lambda =  -0.1986731 
## Iteration 4 lambda =  -0.2842926 
## Iteration 5 lambda =  -0.3271024 
## Iteration 6 lambda =  -0.3485073 
## Iteration 7 lambda =  -0.3592097 
## Iteration 8 lambda =  -0.3645609 
## Iteration 9 lambda =  -0.3672365 
## Iteration 10 lambda =  -0.3685743 
## Iteration 11 lambda =  -0.3692432 
## Iteration 12 lambda =  -0.3695777 
## Iteration 13 lambda =  -0.3697449 
## Iteration 14 lambda =  -0.3698285 
## Iteration 15 lambda =  -0.3698703 
## Iteration 16 lambda =  -0.3698912 
## Iteration 17 lambda =  -0.3699017 
## Iteration 18 lambda =  -0.3699069 
## Iteration 19 lambda =  -0.3699095 
## Iteration 20 lambda =  -0.3699108 
## Iteration 21 lambda =  -0.3699115 
## Iteration 22 lambda =  -0.3699118 
## Iteration 23 lambda =  -0.369912 
## Iteration 24 lambda =  -0.3699121 
## Iteration 1 lambda =  0.321654 
## Iteration 2 lambda =  -0.01751896 
## Iteration 3 lambda =  -0.1871055 
## Iteration 4 lambda =  -0.2718987 
## Iteration 5 lambda =  -0.3142953 
## Iteration 6 lambda =  -0.3354936 
## Iteration 7 lambda =  -0.3460928 
## Iteration 8 lambda =  -0.3513924 
## Iteration 9 lambda =  -0.3540422 
## Iteration 10 lambda =  -0.3553671 
## Iteration 11 lambda =  -0.3560295 
## Iteration 12 lambda =  -0.3563607 
## Iteration 13 lambda =  -0.3565263 
## Iteration 14 lambda =  -0.3566091 
## Iteration 15 lambda =  -0.3566505 
## Iteration 16 lambda =  -0.3566712 
## Iteration 17 lambda =  -0.3566816 
## Iteration 18 lambda =  -0.3566868 
## Iteration 19 lambda =  -0.3566894 
## Iteration 20 lambda =  -0.3566907 
## Iteration 21 lambda =  -0.3566913 
## Iteration 22 lambda =  -0.3566916 
## Iteration 23 lambda =  -0.3566918 
## Iteration 24 lambda =  -0.3566919 
## Iteration 1 lambda =  0.2915248 
## Iteration 2 lambda =  -0.06271274 
## Iteration 3 lambda =  -0.2398315 
## Iteration 4 lambda =  -0.3283909 
## Iteration 5 lambda =  -0.3726706 
## Iteration 6 lambda =  -0.3948105 
## Iteration 7 lambda =  -0.4058804 
## Iteration 8 lambda =  -0.4114154 
## Iteration 9 lambda =  -0.4141828 
## Iteration 10 lambda =  -0.4155666 
## Iteration 11 lambda =  -0.4162585 
## Iteration 12 lambda =  -0.4166044 
## Iteration 13 lambda =  -0.4167774 
## Iteration 14 lambda =  -0.4168638 
## Iteration 15 lambda =  -0.4169071 
## Iteration 16 lambda =  -0.4169287 
## Iteration 17 lambda =  -0.4169395 
## Iteration 18 lambda =  -0.4169449 
## Iteration 19 lambda =  -0.4169476 
## Iteration 20 lambda =  -0.416949 
## Iteration 21 lambda =  -0.4169496 
## Iteration 22 lambda =  -0.41695 
## Iteration 23 lambda =  -0.4169502 
## Iteration 24 lambda =  -0.4169502 
## Iteration 1 lambda =  0.3223058 
## Iteration 2 lambda =  -0.01654127 
## Iteration 3 lambda =  -0.1859648 
## Iteration 4 lambda =  -0.2706766 
## Iteration 5 lambda =  -0.3130325 
## Iteration 6 lambda =  -0.3342104 
## Iteration 7 lambda =  -0.3447994 
## Iteration 8 lambda =  -0.3500939 
## Iteration 9 lambda =  -0.3527411 
## Iteration 10 lambda =  -0.3540647 
## Iteration 11 lambda =  -0.3547265 
## Iteration 12 lambda =  -0.3550574 
## Iteration 13 lambda =  -0.3552229 
## Iteration 14 lambda =  -0.3553056 
## Iteration 15 lambda =  -0.355347 
## Iteration 16 lambda =  -0.3553677 
## Iteration 17 lambda =  -0.355378 
## Iteration 18 lambda =  -0.3553832 
## Iteration 19 lambda =  -0.3553858 
## Iteration 20 lambda =  -0.3553871 
## Iteration 21 lambda =  -0.3553877 
## Iteration 22 lambda =  -0.355388 
## Iteration 23 lambda =  -0.3553882 
## Iteration 24 lambda =  -0.3553883 
## Iteration 1 lambda =  0.2746543 
## Iteration 2 lambda =  -0.08801857 
## Iteration 3 lambda =  -0.269355 
## Iteration 4 lambda =  -0.3600232 
## Iteration 5 lambda =  -0.4053573 
## Iteration 6 lambda =  -0.4280244 
## Iteration 7 lambda =  -0.4393579 
## Iteration 8 lambda =  -0.4450247 
## Iteration 9 lambda =  -0.447858 
## Iteration 10 lambda =  -0.4492747 
## Iteration 11 lambda =  -0.4499831 
## Iteration 12 lambda =  -0.4503373 
## Iteration 13 lambda =  -0.4505143 
## Iteration 14 lambda =  -0.4506029 
## Iteration 15 lambda =  -0.4506472 
## Iteration 16 lambda =  -0.4506693 
## Iteration 17 lambda =  -0.4506804 
## Iteration 18 lambda =  -0.4506859 
## Iteration 19 lambda =  -0.4506887 
## Iteration 20 lambda =  -0.45069 
## Iteration 21 lambda =  -0.4506907 
## Iteration 22 lambda =  -0.4506911 
## Iteration 23 lambda =  -0.4506913 
## Iteration 24 lambda =  -0.4506913 
## Iteration 1 lambda =  0.3399989 
## Iteration 2 lambda =  0.009998393 
## Iteration 3 lambda =  -0.1550019 
## Iteration 4 lambda =  -0.237502 
## Iteration 5 lambda =  -0.2787521 
## Iteration 6 lambda =  -0.2993771 
## Iteration 7 lambda =  -0.3096896 
## Iteration 8 lambda =  -0.3148459 
## Iteration 9 lambda =  -0.317424 
## Iteration 10 lambda =  -0.3187131 
## Iteration 11 lambda =  -0.3193576 
## Iteration 12 lambda =  -0.3196799 
## Iteration 13 lambda =  -0.319841 
## Iteration 14 lambda =  -0.3199216 
## Iteration 15 lambda =  -0.3199619 
## Iteration 16 lambda =  -0.319982 
## Iteration 17 lambda =  -0.3199921 
## Iteration 18 lambda =  -0.3199971 
## Iteration 19 lambda =  -0.3199996 
## Iteration 20 lambda =  -0.3200009 
## Iteration 21 lambda =  -0.3200015 
## Iteration 22 lambda =  -0.3200018 
## Iteration 23 lambda =  -0.320002 
## Iteration 24 lambda =  -0.3200021 
## Iteration 1 lambda =  0.3207857 
## Iteration 2 lambda =  -0.0188215 
## Iteration 3 lambda =  -0.1886251 
## Iteration 4 lambda =  -0.2735269 
## Iteration 5 lambda =  -0.3159778 
## Iteration 6 lambda =  -0.3372032 
## Iteration 7 lambda =  -0.3478159 
## Iteration 8 lambda =  -0.3531223 
## Iteration 9 lambda =  -0.3557755 
## Iteration 10 lambda =  -0.3571021 
## Iteration 11 lambda =  -0.3577654 
## Iteration 12 lambda =  -0.358097 
## Iteration 13 lambda =  -0.3582628 
## Iteration 14 lambda =  -0.3583458 
## Iteration 15 lambda =  -0.3583872 
## Iteration 16 lambda =  -0.3584079 
## Iteration 17 lambda =  -0.3584183 
## Iteration 18 lambda =  -0.3584235 
## Iteration 19 lambda =  -0.3584261 
## Iteration 20 lambda =  -0.3584274 
## Iteration 21 lambda =  -0.358428 
## Iteration 22 lambda =  -0.3584283 
## Iteration 23 lambda =  -0.3584285 
## Iteration 24 lambda =  -0.3584286 
## Iteration 1 lambda =  0.3198152 
## Iteration 2 lambda =  -0.02027724 
## Iteration 3 lambda =  -0.1903235 
## Iteration 4 lambda =  -0.2753466 
## Iteration 5 lambda =  -0.3178581 
## Iteration 6 lambda =  -0.3391139 
## Iteration 7 lambda =  -0.3497418 
## Iteration 8 lambda =  -0.3550557 
## Iteration 9 lambda =  -0.3577127 
## Iteration 10 lambda =  -0.3590412 
## Iteration 11 lambda =  -0.3597054 
## Iteration 12 lambda =  -0.3600375 
## Iteration 13 lambda =  -0.3602036 
## Iteration 14 lambda =  -0.3602866 
## Iteration 15 lambda =  -0.3603281 
## Iteration 16 lambda =  -0.3603489 
## Iteration 17 lambda =  -0.3603593 
## Iteration 18 lambda =  -0.3603645 
## Iteration 19 lambda =  -0.3603671 
## Iteration 20 lambda =  -0.3603684 
## Iteration 21 lambda =  -0.360369 
## Iteration 22 lambda =  -0.3603693 
## Iteration 23 lambda =  -0.3603695 
## Iteration 24 lambda =  -0.3603696 
## Iteration 1 lambda =  0.3072192 
## Iteration 2 lambda =  -0.03917121 
## Iteration 3 lambda =  -0.2123664 
## Iteration 4 lambda =  -0.298964 
## Iteration 5 lambda =  -0.3422628 
## Iteration 6 lambda =  -0.3639122 
## Iteration 7 lambda =  -0.3747369 
## Iteration 8 lambda =  -0.3801493 
## Iteration 9 lambda =  -0.3828554 
## Iteration 10 lambda =  -0.3842085 
## Iteration 11 lambda =  -0.3848851 
## Iteration 12 lambda =  -0.3852233 
## Iteration 13 lambda =  -0.3853925 
## Iteration 14 lambda =  -0.385477 
## Iteration 15 lambda =  -0.3855193 
## Iteration 16 lambda =  -0.3855405 
## Iteration 17 lambda =  -0.385551 
## Iteration 18 lambda =  -0.3855563 
## Iteration 19 lambda =  -0.385559 
## Iteration 20 lambda =  -0.3855603 
## Iteration 21 lambda =  -0.3855609 
## Iteration 22 lambda =  -0.3855613 
## Iteration 23 lambda =  -0.3855614 
## Iteration 24 lambda =  -0.3855615 
## Iteration 1 lambda =  0.3105775 
## Iteration 2 lambda =  -0.03413372 
## Iteration 3 lambda =  -0.2064893 
## Iteration 4 lambda =  -0.2926672 
## Iteration 5 lambda =  -0.3357561 
## Iteration 6 lambda =  -0.3573005 
## Iteration 7 lambda =  -0.3680727 
## Iteration 8 lambda =  -0.3734589 
## Iteration 9 lambda =  -0.3761519 
## Iteration 10 lambda =  -0.3774984 
## Iteration 11 lambda =  -0.3781717 
## Iteration 12 lambda =  -0.3785083 
## Iteration 13 lambda =  -0.3786766 
## Iteration 14 lambda =  -0.3787608 
## Iteration 15 lambda =  -0.3788029 
## Iteration 16 lambda =  -0.3788239 
## Iteration 17 lambda =  -0.3788344 
## Iteration 18 lambda =  -0.3788397 
## Iteration 19 lambda =  -0.3788423 
## Iteration 20 lambda =  -0.3788436 
## Iteration 21 lambda =  -0.3788443 
## Iteration 22 lambda =  -0.3788446 
## Iteration 23 lambda =  -0.3788448 
## Iteration 24 lambda =  -0.3788449 
## Iteration 1 lambda =  0.3134646 
## Iteration 2 lambda =  -0.02980304 
## Iteration 3 lambda =  -0.2014369 
## Iteration 4 lambda =  -0.2872538 
## Iteration 5 lambda =  -0.3301623 
## Iteration 6 lambda =  -0.3516165 
## Iteration 7 lambda =  -0.3623436 
## Iteration 8 lambda =  -0.3677072 
## Iteration 9 lambda =  -0.3703889 
## Iteration 10 lambda =  -0.3717298 
## Iteration 11 lambda =  -0.3724003 
## Iteration 12 lambda =  -0.3727355 
## Iteration 13 lambda =  -0.3729031 
## Iteration 14 lambda =  -0.3729869 
## Iteration 15 lambda =  -0.3730288 
## Iteration 16 lambda =  -0.3730498 
## Iteration 17 lambda =  -0.3730602 
## Iteration 18 lambda =  -0.3730655 
## Iteration 19 lambda =  -0.3730681 
## Iteration 20 lambda =  -0.3730694 
## Iteration 21 lambda =  -0.3730701 
## Iteration 22 lambda =  -0.3730704 
## Iteration 23 lambda =  -0.3730706 
## Iteration 24 lambda =  -0.3730706 
## Iteration 1 lambda =  0.318993 
## Iteration 2 lambda =  -0.02151046 
## Iteration 3 lambda =  -0.1917622 
## Iteration 4 lambda =  -0.2768881 
## Iteration 5 lambda =  -0.319451 
## Iteration 6 lambda =  -0.3407325 
## Iteration 7 lambda =  -0.3513732 
## Iteration 8 lambda =  -0.3566936 
## Iteration 9 lambda =  -0.3593538 
## Iteration 10 lambda =  -0.3606839 
## Iteration 11 lambda =  -0.3613489 
## Iteration 12 lambda =  -0.3616814 
## Iteration 13 lambda =  -0.3618477 
## Iteration 14 lambda =  -0.3619308 
## Iteration 15 lambda =  -0.3619724 
## Iteration 16 lambda =  -0.3619932 
## Iteration 17 lambda =  -0.3620036 
## Iteration 18 lambda =  -0.3620088 
## Iteration 19 lambda =  -0.3620114 
## Iteration 20 lambda =  -0.3620127 
## Iteration 21 lambda =  -0.3620133 
## Iteration 22 lambda =  -0.3620136 
## Iteration 23 lambda =  -0.3620138 
## Iteration 24 lambda =  -0.3620139 
## Iteration 1 lambda =  0.3150097 
## Iteration 2 lambda =  -0.02748547 
## Iteration 3 lambda =  -0.198733 
## Iteration 4 lambda =  -0.2843568 
## Iteration 5 lambda =  -0.3271687 
## Iteration 6 lambda =  -0.3485747 
## Iteration 7 lambda =  -0.3592777 
## Iteration 8 lambda =  -0.3646291 
## Iteration 9 lambda =  -0.3673049 
## Iteration 10 lambda =  -0.3686428 
## Iteration 11 lambda =  -0.3693117 
## Iteration 12 lambda =  -0.3696462 
## Iteration 13 lambda =  -0.3698134 
## Iteration 14 lambda =  -0.369897 
## Iteration 15 lambda =  -0.3699388 
## Iteration 16 lambda =  -0.3699597 
## Iteration 17 lambda =  -0.3699702 
## Iteration 18 lambda =  -0.3699754 
## Iteration 19 lambda =  -0.369978 
## Iteration 20 lambda =  -0.3699793 
## Iteration 21 lambda =  -0.36998 
## Iteration 22 lambda =  -0.3699803 
## Iteration 23 lambda =  -0.3699805 
## Iteration 24 lambda =  -0.3699805 
## Iteration 1 lambda =  0.2724959 
## Iteration 2 lambda =  -0.09125621 
## Iteration 3 lambda =  -0.2731322 
## Iteration 4 lambda =  -0.3640703 
## Iteration 5 lambda =  -0.4095393 
## Iteration 6 lambda =  -0.4322738 
## Iteration 7 lambda =  -0.443641 
## Iteration 8 lambda =  -0.4493247 
## Iteration 9 lambda =  -0.4521665 
## Iteration 10 lambda =  -0.4535874 
## Iteration 11 lambda =  -0.4542978 
## Iteration 12 lambda =  -0.4546531 
## Iteration 13 lambda =  -0.4548307 
## Iteration 14 lambda =  -0.4549195 
## Iteration 15 lambda =  -0.4549639 
## Iteration 16 lambda =  -0.4549861 
## Iteration 17 lambda =  -0.4549972 
## Iteration 18 lambda =  -0.4550027 
## Iteration 19 lambda =  -0.4550055 
## Iteration 20 lambda =  -0.4550069 
## Iteration 21 lambda =  -0.4550076 
## Iteration 22 lambda =  -0.4550079 
## Iteration 23 lambda =  -0.4550081 
## Iteration 24 lambda =  -0.4550082 
## Iteration 1 lambda =  0.3380473 
## Iteration 2 lambda =  0.007070923 
## Iteration 3 lambda =  -0.1584173 
## Iteration 4 lambda =  -0.2411613 
## Iteration 5 lambda =  -0.2825334 
## Iteration 6 lambda =  -0.3032194 
## Iteration 7 lambda =  -0.3135624 
## Iteration 8 lambda =  -0.3187339 
## Iteration 9 lambda =  -0.3213197 
## Iteration 10 lambda =  -0.3226126 
## Iteration 11 lambda =  -0.323259 
## Iteration 12 lambda =  -0.3235822 
## Iteration 13 lambda =  -0.3237438 
## Iteration 14 lambda =  -0.3238246 
## Iteration 15 lambda =  -0.323865 
## Iteration 16 lambda =  -0.3238852 
## Iteration 17 lambda =  -0.3238953 
## Iteration 18 lambda =  -0.3239004 
## Iteration 19 lambda =  -0.3239029 
## Iteration 20 lambda =  -0.3239042 
## Iteration 21 lambda =  -0.3239048 
## Iteration 22 lambda =  -0.3239051 
## Iteration 23 lambda =  -0.3239053 
## Iteration 24 lambda =  -0.3239054 
## Iteration 1 lambda =  0.288118 
## Iteration 2 lambda =  -0.06782303 
## Iteration 3 lambda =  -0.2457935 
## Iteration 4 lambda =  -0.3347788 
## Iteration 5 lambda =  -0.3792714 
## Iteration 6 lambda =  -0.4015177 
## Iteration 7 lambda =  -0.4126409 
## Iteration 8 lambda =  -0.4182025 
## Iteration 9 lambda =  -0.4209832 
## Iteration 10 lambda =  -0.4223736 
## Iteration 11 lambda =  -0.4230688 
## Iteration 12 lambda =  -0.4234164 
## Iteration 13 lambda =  -0.4235902 
## Iteration 14 lambda =  -0.4236771 
## Iteration 15 lambda =  -0.4237206 
## Iteration 16 lambda =  -0.4237423 
## Iteration 17 lambda =  -0.4237532 
## Iteration 18 lambda =  -0.4237586 
## Iteration 19 lambda =  -0.4237613 
## Iteration 20 lambda =  -0.4237627 
## Iteration 21 lambda =  -0.4237634 
## Iteration 22 lambda =  -0.4237637 
## Iteration 23 lambda =  -0.4237639 
## Iteration 24 lambda =  -0.423764 
## Iteration 1 lambda =  0.2937862 
## Iteration 2 lambda =  -0.05932074 
## Iteration 3 lambda =  -0.2358742 
## Iteration 4 lambda =  -0.3241509 
## Iteration 5 lambda =  -0.3682893 
## Iteration 6 lambda =  -0.3903585 
## Iteration 7 lambda =  -0.4013931 
## Iteration 8 lambda =  -0.4069104 
## Iteration 9 lambda =  -0.409669 
## Iteration 10 lambda =  -0.4110483 
## Iteration 11 lambda =  -0.411738 
## Iteration 12 lambda =  -0.4120828 
## Iteration 13 lambda =  -0.4122552 
## Iteration 14 lambda =  -0.4123414 
## Iteration 15 lambda =  -0.4123845 
## Iteration 16 lambda =  -0.4124061 
## Iteration 17 lambda =  -0.4124169 
## Iteration 18 lambda =  -0.4124223 
## Iteration 19 lambda =  -0.412425 
## Iteration 20 lambda =  -0.4124263 
## Iteration 21 lambda =  -0.412427 
## Iteration 22 lambda =  -0.4124273 
## Iteration 23 lambda =  -0.4124275 
## Iteration 24 lambda =  -0.4124276 
## Iteration 1 lambda =  0.284996 
## Iteration 2 lambda =  -0.07250605 
## Iteration 3 lambda =  -0.2512571 
## Iteration 4 lambda =  -0.3406326 
## Iteration 5 lambda =  -0.3853203 
## Iteration 6 lambda =  -0.4076642 
## Iteration 7 lambda =  -0.4188361 
## Iteration 8 lambda =  -0.4244221 
## Iteration 9 lambda =  -0.4272151 
## Iteration 10 lambda =  -0.4286116 
## Iteration 11 lambda =  -0.4293098 
## Iteration 12 lambda =  -0.4296589 
## Iteration 13 lambda =  -0.4298335 
## Iteration 14 lambda =  -0.4299208 
## Iteration 15 lambda =  -0.4299644 
## Iteration 16 lambda =  -0.4299862 
## Iteration 17 lambda =  -0.4299972 
## Iteration 18 lambda =  -0.4300026 
## Iteration 19 lambda =  -0.4300053 
## Iteration 20 lambda =  -0.4300067 
## Iteration 21 lambda =  -0.4300074 
## Iteration 22 lambda =  -0.4300077 
## Iteration 23 lambda =  -0.4300079 
## Iteration 24 lambda =  -0.430008 
## Iteration 1 lambda =  0.2803205 
## Iteration 2 lambda =  -0.07951922 
## Iteration 3 lambda =  -0.2594391 
## Iteration 4 lambda =  -0.349399 
## Iteration 5 lambda =  -0.394379 
## Iteration 6 lambda =  -0.416869 
## Iteration 7 lambda =  -0.428114 
## Iteration 8 lambda =  -0.4337365 
## Iteration 9 lambda =  -0.4365477 
## Iteration 10 lambda =  -0.4379533 
## Iteration 11 lambda =  -0.4386561 
## Iteration 12 lambda =  -0.4390076 
## Iteration 13 lambda =  -0.4391833 
## Iteration 14 lambda =  -0.4392711 
## Iteration 15 lambda =  -0.439315 
## Iteration 16 lambda =  -0.439337 
## Iteration 17 lambda =  -0.439348 
## Iteration 18 lambda =  -0.4393535 
## Iteration 19 lambda =  -0.4393562 
## Iteration 20 lambda =  -0.4393576 
## Iteration 21 lambda =  -0.4393583 
## Iteration 22 lambda =  -0.4393586 
## Iteration 23 lambda =  -0.4393588 
## Iteration 24 lambda =  -0.4393589 
## Iteration 1 lambda =  0.3180665 
## Iteration 2 lambda =  -0.02290022 
## Iteration 3 lambda =  -0.1933836 
## Iteration 4 lambda =  -0.2786253 
## Iteration 5 lambda =  -0.3212461 
## Iteration 6 lambda =  -0.3425565 
## Iteration 7 lambda =  -0.3532118 
## Iteration 8 lambda =  -0.3585394 
## Iteration 9 lambda =  -0.3612032 
## Iteration 10 lambda =  -0.3625351 
## Iteration 11 lambda =  -0.363201 
## Iteration 12 lambda =  -0.363534 
## Iteration 13 lambda =  -0.3637005 
## Iteration 14 lambda =  -0.3637837 
## Iteration 15 lambda =  -0.3638253 
## Iteration 16 lambda =  -0.3638462 
## Iteration 17 lambda =  -0.3638566 
## Iteration 18 lambda =  -0.3638618 
## Iteration 19 lambda =  -0.3638644 
## Iteration 20 lambda =  -0.3638657 
## Iteration 21 lambda =  -0.3638663 
## Iteration 22 lambda =  -0.3638666 
## Iteration 23 lambda =  -0.3638668 
## Iteration 24 lambda =  -0.3638669 
## Iteration 1 lambda =  0.3383293 
## Iteration 2 lambda =  0.007493964 
## Iteration 3 lambda =  -0.1579237 
## Iteration 4 lambda =  -0.2406325 
## Iteration 5 lambda =  -0.281987 
## Iteration 6 lambda =  -0.3026642 
## Iteration 7 lambda =  -0.3130028 
## Iteration 8 lambda =  -0.3181721 
## Iteration 9 lambda =  -0.3207567 
## Iteration 10 lambda =  -0.3220491 
## Iteration 11 lambda =  -0.3226952 
## Iteration 12 lambda =  -0.3230183 
## Iteration 13 lambda =  -0.3231798 
## Iteration 14 lambda =  -0.3232606 
## Iteration 15 lambda =  -0.323301 
## Iteration 16 lambda =  -0.3233212 
## Iteration 17 lambda =  -0.3233313 
## Iteration 18 lambda =  -0.3233363 
## Iteration 19 lambda =  -0.3233389 
## Iteration 20 lambda =  -0.3233401 
## Iteration 21 lambda =  -0.3233408 
## Iteration 22 lambda =  -0.3233411 
## Iteration 23 lambda =  -0.3233412 
## Iteration 24 lambda =  -0.3233413 
## Iteration 1 lambda =  0.3202219 
## Iteration 2 lambda =  -0.01966714 
## Iteration 3 lambda =  -0.1896117 
## Iteration 4 lambda =  -0.2745839 
## Iteration 5 lambda =  -0.3170701 
## Iteration 6 lambda =  -0.3383131 
## Iteration 7 lambda =  -0.3489347 
## Iteration 8 lambda =  -0.3542454 
## Iteration 9 lambda =  -0.3569008 
## Iteration 10 lambda =  -0.3582285 
## Iteration 11 lambda =  -0.3588923 
## Iteration 12 lambda =  -0.3592243 
## Iteration 13 lambda =  -0.3593902 
## Iteration 14 lambda =  -0.3594732 
## Iteration 15 lambda =  -0.3595147 
## Iteration 16 lambda =  -0.3595354 
## Iteration 17 lambda =  -0.3595458 
## Iteration 18 lambda =  -0.359551 
## Iteration 19 lambda =  -0.3595536 
## Iteration 20 lambda =  -0.3595549 
## Iteration 21 lambda =  -0.3595555 
## Iteration 22 lambda =  -0.3595559 
## Iteration 23 lambda =  -0.359556 
## Iteration 24 lambda =  -0.3595561 
## Iteration 1 lambda =  0.3088846 
## Iteration 2 lambda =  -0.03667307 
## Iteration 3 lambda =  -0.2094519 
## Iteration 4 lambda =  -0.2958413 
## Iteration 5 lambda =  -0.339036 
## Iteration 6 lambda =  -0.3606334 
## Iteration 7 lambda =  -0.3714321 
## Iteration 8 lambda =  -0.3768314 
## Iteration 9 lambda =  -0.3795311 
## Iteration 10 lambda =  -0.3808809 
## Iteration 11 lambda =  -0.3815558 
## Iteration 12 lambda =  -0.3818933 
## Iteration 13 lambda =  -0.382062 
## Iteration 14 lambda =  -0.3821464 
## Iteration 15 lambda =  -0.3821886 
## Iteration 16 lambda =  -0.3822097 
## Iteration 17 lambda =  -0.3822202 
## Iteration 18 lambda =  -0.3822255 
## Iteration 19 lambda =  -0.3822281 
## Iteration 20 lambda =  -0.3822294 
## Iteration 21 lambda =  -0.3822301 
## Iteration 22 lambda =  -0.3822304 
## Iteration 23 lambda =  -0.3822306 
## Iteration 24 lambda =  -0.3822307 
## Iteration 1 lambda =  0.3147274 
## Iteration 2 lambda =  -0.02790886 
## Iteration 3 lambda =  -0.199227 
## Iteration 4 lambda =  -0.2848861 
## Iteration 5 lambda =  -0.3277156 
## Iteration 6 lambda =  -0.3491304 
## Iteration 7 lambda =  -0.3598378 
## Iteration 8 lambda =  -0.3651915 
## Iteration 9 lambda =  -0.3678683 
## Iteration 10 lambda =  -0.3692067 
## Iteration 11 lambda =  -0.3698759 
## Iteration 12 lambda =  -0.3702105 
## Iteration 13 lambda =  -0.3703778 
## Iteration 14 lambda =  -0.3704615 
## Iteration 15 lambda =  -0.3705033 
## Iteration 16 lambda =  -0.3705242 
## Iteration 17 lambda =  -0.3705347 
## Iteration 18 lambda =  -0.3705399 
## Iteration 19 lambda =  -0.3705425 
## Iteration 20 lambda =  -0.3705438 
## Iteration 21 lambda =  -0.3705445 
## Iteration 22 lambda =  -0.3705448 
## Iteration 23 lambda =  -0.370545 
## Iteration 24 lambda =  -0.3705451 
## Iteration 1 lambda =  0.3161016 
## Iteration 2 lambda =  -0.02584762 
## Iteration 3 lambda =  -0.1968222 
## Iteration 4 lambda =  -0.2823095 
## Iteration 5 lambda =  -0.3250532 
## Iteration 6 lambda =  -0.346425 
## Iteration 7 lambda =  -0.3571109 
## Iteration 8 lambda =  -0.3624539 
## Iteration 9 lambda =  -0.3651254 
## Iteration 10 lambda =  -0.3664611 
## Iteration 11 lambda =  -0.367129 
## Iteration 12 lambda =  -0.3674629 
## Iteration 13 lambda =  -0.3676299 
## Iteration 14 lambda =  -0.3677133 
## Iteration 15 lambda =  -0.3677551 
## Iteration 16 lambda =  -0.367776 
## Iteration 17 lambda =  -0.3677864 
## Iteration 18 lambda =  -0.3677916 
## Iteration 19 lambda =  -0.3677942 
## Iteration 20 lambda =  -0.3677955 
## Iteration 21 lambda =  -0.3677962 
## Iteration 22 lambda =  -0.3677965 
## Iteration 23 lambda =  -0.3677967 
## Iteration 24 lambda =  -0.3677968 
## Iteration 1 lambda =  0.3055237 
## Iteration 2 lambda =  -0.04171443 
## Iteration 3 lambda =  -0.2153335 
## Iteration 4 lambda =  -0.302143 
## Iteration 5 lambda =  -0.3455478 
## Iteration 6 lambda =  -0.3672502 
## Iteration 7 lambda =  -0.3781014 
## Iteration 8 lambda =  -0.383527 
## Iteration 9 lambda =  -0.3862398 
## Iteration 10 lambda =  -0.3875962 
## Iteration 11 lambda =  -0.3882744 
## Iteration 12 lambda =  -0.3886135 
## Iteration 13 lambda =  -0.388783 
## Iteration 14 lambda =  -0.3888678 
## Iteration 15 lambda =  -0.3889102 
## Iteration 16 lambda =  -0.3889314 
## Iteration 17 lambda =  -0.388942 
## Iteration 18 lambda =  -0.3889473 
## Iteration 19 lambda =  -0.3889499 
## Iteration 20 lambda =  -0.3889512 
## Iteration 21 lambda =  -0.3889519 
## Iteration 22 lambda =  -0.3889522 
## Iteration 23 lambda =  -0.3889524 
## Iteration 24 lambda =  -0.3889525 
## Iteration 1 lambda =  0.313379 
## Iteration 2 lambda =  -0.02993146 
## Iteration 3 lambda =  -0.2015867 
## Iteration 4 lambda =  -0.2874143 
## Iteration 5 lambda =  -0.3303281 
## Iteration 6 lambda =  -0.351785 
## Iteration 7 lambda =  -0.3625135 
## Iteration 8 lambda =  -0.3678777 
## Iteration 9 lambda =  -0.3705598 
## Iteration 10 lambda =  -0.3719009 
## Iteration 11 lambda =  -0.3725714 
## Iteration 12 lambda =  -0.3729067 
## Iteration 13 lambda =  -0.3730743 
## Iteration 14 lambda =  -0.3731581 
## Iteration 15 lambda =  -0.3732 
## Iteration 16 lambda =  -0.373221 
## Iteration 17 lambda =  -0.3732315 
## Iteration 18 lambda =  -0.3732367 
## Iteration 19 lambda =  -0.3732393 
## Iteration 20 lambda =  -0.3732406 
## Iteration 21 lambda =  -0.3732413 
## Iteration 22 lambda =  -0.3732416 
## Iteration 23 lambda =  -0.3732418 
## Iteration 24 lambda =  -0.3732419 
## Iteration 1 lambda =  0.3140231 
## Iteration 2 lambda =  -0.02896533 
## Iteration 3 lambda =  -0.2004595 
## Iteration 4 lambda =  -0.2862067 
## Iteration 5 lambda =  -0.3290802 
## Iteration 6 lambda =  -0.350517 
## Iteration 7 lambda =  -0.3612354 
## Iteration 8 lambda =  -0.3665946 
## Iteration 9 lambda =  -0.3692742 
## Iteration 10 lambda =  -0.370614 
## Iteration 11 lambda =  -0.3712839 
## Iteration 12 lambda =  -0.3716188 
## Iteration 13 lambda =  -0.3717863 
## Iteration 14 lambda =  -0.37187 
## Iteration 15 lambda =  -0.3719119 
## Iteration 16 lambda =  -0.3719328 
## Iteration 17 lambda =  -0.3719433 
## Iteration 18 lambda =  -0.3719485 
## Iteration 19 lambda =  -0.3719512 
## Iteration 20 lambda =  -0.3719525 
## Iteration 21 lambda =  -0.3719531 
## Iteration 22 lambda =  -0.3719534 
## Iteration 23 lambda =  -0.3719536 
## Iteration 24 lambda =  -0.3719537 
## Iteration 1 lambda =  0.3014101 
## Iteration 2 lambda =  -0.04788489 
## Iteration 3 lambda =  -0.2225324 
## Iteration 4 lambda =  -0.3098561 
## Iteration 5 lambda =  -0.353518 
## Iteration 6 lambda =  -0.3753489 
## Iteration 7 lambda =  -0.3862644 
## Iteration 8 lambda =  -0.3917221 
## Iteration 9 lambda =  -0.394451 
## Iteration 10 lambda =  -0.3958154 
## Iteration 11 lambda =  -0.3964976 
## Iteration 12 lambda =  -0.3968388 
## Iteration 13 lambda =  -0.3970093 
## Iteration 14 lambda =  -0.3970946 
## Iteration 15 lambda =  -0.3971372 
## Iteration 16 lambda =  -0.3971585 
## Iteration 17 lambda =  -0.3971692 
## Iteration 18 lambda =  -0.3971745 
## Iteration 19 lambda =  -0.3971772 
## Iteration 20 lambda =  -0.3971785 
## Iteration 21 lambda =  -0.3971792 
## Iteration 22 lambda =  -0.3971795 
## Iteration 23 lambda =  -0.3971797 
## Iteration 24 lambda =  -0.3971798 
## Iteration 1 lambda =  0.311079 
## Iteration 2 lambda =  -0.03338147 
## Iteration 3 lambda =  -0.2056117 
## Iteration 4 lambda =  -0.2917268 
## Iteration 5 lambda =  -0.3347844 
## Iteration 6 lambda =  -0.3563132 
## Iteration 7 lambda =  -0.3670776 
## Iteration 8 lambda =  -0.3724598 
## Iteration 9 lambda =  -0.3751509 
## Iteration 10 lambda =  -0.3764964 
## Iteration 11 lambda =  -0.3771692 
## Iteration 12 lambda =  -0.3775056 
## Iteration 13 lambda =  -0.3776738 
## Iteration 14 lambda =  -0.3777579 
## Iteration 15 lambda =  -0.3777999 
## Iteration 16 lambda =  -0.3778209 
## Iteration 17 lambda =  -0.3778314 
## Iteration 18 lambda =  -0.3778367 
## Iteration 19 lambda =  -0.3778393 
## Iteration 20 lambda =  -0.3778406 
## Iteration 21 lambda =  -0.3778413 
## Iteration 22 lambda =  -0.3778416 
## Iteration 23 lambda =  -0.3778418 
## Iteration 24 lambda =  -0.3778419 
## Iteration 1 lambda =  0.2877296 
## Iteration 2 lambda =  -0.06840562 
## Iteration 3 lambda =  -0.2464732 
## Iteration 4 lambda =  -0.335507 
## Iteration 5 lambda =  -0.3800239 
## Iteration 6 lambda =  -0.4022824 
## Iteration 7 lambda =  -0.4134116 
## Iteration 8 lambda =  -0.4189762 
## Iteration 9 lambda =  -0.4217585 
## Iteration 10 lambda =  -0.4231497 
## Iteration 11 lambda =  -0.4238453 
## Iteration 12 lambda =  -0.424193 
## Iteration 13 lambda =  -0.4243669 
## Iteration 14 lambda =  -0.4244539 
## Iteration 15 lambda =  -0.4244974 
## Iteration 16 lambda =  -0.4245191 
## Iteration 17 lambda =  -0.42453 
## Iteration 18 lambda =  -0.4245354 
## Iteration 19 lambda =  -0.4245381 
## Iteration 20 lambda =  -0.4245395 
## Iteration 21 lambda =  -0.4245402 
## Iteration 22 lambda =  -0.4245405 
## Iteration 23 lambda =  -0.4245407 
## Iteration 24 lambda =  -0.4245407 
## Iteration 1 lambda =  0.3276478 
## Iteration 2 lambda =  -0.008528345 
## Iteration 3 lambda =  -0.1766164 
## Iteration 4 lambda =  -0.2606604 
## Iteration 5 lambda =  -0.3026824 
## Iteration 6 lambda =  -0.3236935 
## Iteration 7 lambda =  -0.334199 
## Iteration 8 lambda =  -0.3394517 
## Iteration 9 lambda =  -0.3420781 
## Iteration 10 lambda =  -0.3433913 
## Iteration 11 lambda =  -0.3440479 
## Iteration 12 lambda =  -0.3443762 
## Iteration 13 lambda =  -0.3445403 
## Iteration 14 lambda =  -0.3446224 
## Iteration 15 lambda =  -0.3446634 
## Iteration 16 lambda =  -0.3446839 
## Iteration 17 lambda =  -0.3446942 
## Iteration 18 lambda =  -0.3446993 
## Iteration 19 lambda =  -0.3447019 
## Iteration 20 lambda =  -0.3447032 
## Iteration 21 lambda =  -0.3447038 
## Iteration 22 lambda =  -0.3447041 
## Iteration 23 lambda =  -0.3447043 
## Iteration 24 lambda =  -0.3447044 
## Iteration 1 lambda =  0.3041335 
## Iteration 2 lambda =  -0.04379971 
## Iteration 3 lambda =  -0.2177663 
## Iteration 4 lambda =  -0.3047496 
## Iteration 5 lambda =  -0.3482413 
## Iteration 6 lambda =  -0.3699871 
## Iteration 7 lambda =  -0.38086 
## Iteration 8 lambda =  -0.3862965 
## Iteration 9 lambda =  -0.3890147 
## Iteration 10 lambda =  -0.3903738 
## Iteration 11 lambda =  -0.3910534 
## Iteration 12 lambda =  -0.3913932 
## Iteration 13 lambda =  -0.3915631 
## Iteration 14 lambda =  -0.391648 
## Iteration 15 lambda =  -0.3916905 
## Iteration 16 lambda =  -0.3917117 
## Iteration 17 lambda =  -0.3917223 
## Iteration 18 lambda =  -0.3917276 
## Iteration 19 lambda =  -0.3917303 
## Iteration 20 lambda =  -0.3917316 
## Iteration 21 lambda =  -0.3917323 
## Iteration 22 lambda =  -0.3917326 
## Iteration 23 lambda =  -0.3917328 
## Iteration 24 lambda =  -0.3917329 
## Iteration 1 lambda =  0.3356608 
## Iteration 2 lambda =  0.003491205 
## Iteration 3 lambda =  -0.1625936 
## Iteration 4 lambda =  -0.245636 
## Iteration 5 lambda =  -0.2871572 
## Iteration 6 lambda =  -0.3079178 
## Iteration 7 lambda =  -0.3182981 
## Iteration 8 lambda =  -0.3234882 
## Iteration 9 lambda =  -0.3260833 
## Iteration 10 lambda =  -0.3273809 
## Iteration 11 lambda =  -0.3280296 
## Iteration 12 lambda =  -0.328354 
## Iteration 13 lambda =  -0.3285162 
## Iteration 14 lambda =  -0.3285973 
## Iteration 15 lambda =  -0.3286378 
## Iteration 16 lambda =  -0.3286581 
## Iteration 17 lambda =  -0.3286683 
## Iteration 18 lambda =  -0.3286733 
## Iteration 19 lambda =  -0.3286759 
## Iteration 20 lambda =  -0.3286771 
## Iteration 21 lambda =  -0.3286778 
## Iteration 22 lambda =  -0.3286781 
## Iteration 23 lambda =  -0.3286782 
## Iteration 24 lambda =  -0.3286783 
## Iteration 1 lambda =  0.323775 
## Iteration 2 lambda =  -0.01433757 
## Iteration 3 lambda =  -0.1833938 
## Iteration 4 lambda =  -0.267922 
## Iteration 5 lambda =  -0.310186 
## Iteration 6 lambda =  -0.3313181 
## Iteration 7 lambda =  -0.3418841 
## Iteration 8 lambda =  -0.3471671 
## Iteration 9 lambda =  -0.3498086 
## Iteration 10 lambda =  -0.3511293 
## Iteration 11 lambda =  -0.3517897 
## Iteration 12 lambda =  -0.3521199 
## Iteration 13 lambda =  -0.352285 
## Iteration 14 lambda =  -0.3523675 
## Iteration 15 lambda =  -0.3524088 
## Iteration 16 lambda =  -0.3524295 
## Iteration 17 lambda =  -0.3524398 
## Iteration 18 lambda =  -0.3524449 
## Iteration 19 lambda =  -0.3524475 
## Iteration 20 lambda =  -0.3524488 
## Iteration 21 lambda =  -0.3524494 
## Iteration 22 lambda =  -0.3524498 
## Iteration 23 lambda =  -0.3524499 
## Iteration 24 lambda =  -0.35245 
## Iteration 1 lambda =  0.3344491 
## Iteration 2 lambda =  0.001673635 
## Iteration 3 lambda =  -0.1647141 
## Iteration 4 lambda =  -0.247908 
## Iteration 5 lambda =  -0.2895049 
## Iteration 6 lambda =  -0.3103034 
## Iteration 7 lambda =  -0.3207026 
## Iteration 8 lambda =  -0.3259022 
## Iteration 9 lambda =  -0.328502 
## Iteration 10 lambda =  -0.3298019 
## Iteration 11 lambda =  -0.3304519 
## Iteration 12 lambda =  -0.3307768 
## Iteration 13 lambda =  -0.3309393 
## Iteration 14 lambda =  -0.3310206 
## Iteration 15 lambda =  -0.3310612 
## Iteration 16 lambda =  -0.3310815 
## Iteration 17 lambda =  -0.3310917 
## Iteration 18 lambda =  -0.3310967 
## Iteration 19 lambda =  -0.3310993 
## Iteration 20 lambda =  -0.3311006 
## Iteration 21 lambda =  -0.3311012 
## Iteration 22 lambda =  -0.3311015 
## Iteration 23 lambda =  -0.3311017 
## Iteration 24 lambda =  -0.3311017 
## Iteration 1 lambda =  0.3001667 
## Iteration 2 lambda =  -0.04974998 
## Iteration 3 lambda =  -0.2247083 
## Iteration 4 lambda =  -0.3121875 
## Iteration 5 lambda =  -0.3559271 
## Iteration 6 lambda =  -0.3777969 
## Iteration 7 lambda =  -0.3887317 
## Iteration 8 lambda =  -0.3941992 
## Iteration 9 lambda =  -0.3969329 
## Iteration 10 lambda =  -0.3982998 
## Iteration 11 lambda =  -0.3989832 
## Iteration 12 lambda =  -0.3993249 
## Iteration 13 lambda =  -0.3994958 
## Iteration 14 lambda =  -0.3995812 
## Iteration 15 lambda =  -0.3996239 
## Iteration 16 lambda =  -0.3996453 
## Iteration 17 lambda =  -0.399656 
## Iteration 18 lambda =  -0.3996613 
## Iteration 19 lambda =  -0.399664 
## Iteration 20 lambda =  -0.3996653 
## Iteration 21 lambda =  -0.399666 
## Iteration 22 lambda =  -0.3996663 
## Iteration 23 lambda =  -0.3996665 
## Iteration 24 lambda =  -0.3996666 
## Iteration 1 lambda =  0.3247813 
## Iteration 2 lambda =  -0.0128281 
## Iteration 3 lambda =  -0.1816328 
## Iteration 4 lambda =  -0.2660351 
## Iteration 5 lambda =  -0.3082363 
## Iteration 6 lambda =  -0.3293369 
## Iteration 7 lambda =  -0.3398872 
## Iteration 8 lambda =  -0.3451623 
## Iteration 9 lambda =  -0.3477999 
## Iteration 10 lambda =  -0.3491187 
## Iteration 11 lambda =  -0.3497781 
## Iteration 12 lambda =  -0.3501078 
## Iteration 13 lambda =  -0.3502726 
## Iteration 14 lambda =  -0.350355 
## Iteration 15 lambda =  -0.3503963 
## Iteration 16 lambda =  -0.3504169 
## Iteration 17 lambda =  -0.3504272 
## Iteration 18 lambda =  -0.3504323 
## Iteration 19 lambda =  -0.3504349 
## Iteration 20 lambda =  -0.3504362 
## Iteration 21 lambda =  -0.3504368 
## Iteration 22 lambda =  -0.3504371 
## Iteration 23 lambda =  -0.3504373 
## Iteration 24 lambda =  -0.3504374 
## Iteration 1 lambda =  0.3275513 
## Iteration 2 lambda =  -0.008672979 
## Iteration 3 lambda =  -0.1767851 
## Iteration 4 lambda =  -0.2608412 
## Iteration 5 lambda =  -0.3028693 
## Iteration 6 lambda =  -0.3238833 
## Iteration 7 lambda =  -0.3343903 
## Iteration 8 lambda =  -0.3396438 
## Iteration 9 lambda =  -0.3422706 
## Iteration 10 lambda =  -0.3435839 
## Iteration 11 lambda =  -0.3442406 
## Iteration 12 lambda =  -0.344569 
## Iteration 13 lambda =  -0.3447331 
## Iteration 14 lambda =  -0.3448152 
## Iteration 15 lambda =  -0.3448563 
## Iteration 16 lambda =  -0.3448768 
## Iteration 17 lambda =  -0.344887 
## Iteration 18 lambda =  -0.3448922 
## Iteration 19 lambda =  -0.3448947 
## Iteration 20 lambda =  -0.344896 
## Iteration 21 lambda =  -0.3448967 
## Iteration 22 lambda =  -0.344897 
## Iteration 23 lambda =  -0.3448971 
## Iteration 24 lambda =  -0.3448972 
## Iteration 1 lambda =  0.3098215 
## Iteration 2 lambda =  -0.03526771 
## Iteration 3 lambda =  -0.2078123 
## Iteration 4 lambda =  -0.2940846 
## Iteration 5 lambda =  -0.3372208 
## Iteration 6 lambda =  -0.3587889 
## Iteration 7 lambda =  -0.3695729 
## Iteration 8 lambda =  -0.3749649 
## Iteration 9 lambda =  -0.3776609 
## Iteration 10 lambda =  -0.3790089 
## Iteration 11 lambda =  -0.3796829 
## Iteration 12 lambda =  -0.3800199 
## Iteration 13 lambda =  -0.3801884 
## Iteration 14 lambda =  -0.3802727 
## Iteration 15 lambda =  -0.3803148 
## Iteration 16 lambda =  -0.3803359 
## Iteration 17 lambda =  -0.3803464 
## Iteration 18 lambda =  -0.3803517 
## Iteration 19 lambda =  -0.3803543 
## Iteration 20 lambda =  -0.3803556 
## Iteration 21 lambda =  -0.3803563 
## Iteration 22 lambda =  -0.3803566 
## Iteration 23 lambda =  -0.3803568 
## Iteration 24 lambda =  -0.3803569 
## Iteration 1 lambda =  0.279988 
## Iteration 2 lambda =  -0.08001803 
## Iteration 3 lambda =  -0.260021 
## Iteration 4 lambda =  -0.3500225 
## Iteration 5 lambda =  -0.3950233 
## Iteration 6 lambda =  -0.4175237 
## Iteration 7 lambda =  -0.4287739 
## Iteration 8 lambda =  -0.4343989 
## Iteration 9 lambda =  -0.4372115 
## Iteration 10 lambda =  -0.4386178 
## Iteration 11 lambda =  -0.4393209 
## Iteration 12 lambda =  -0.4396725 
## Iteration 13 lambda =  -0.4398483 
## Iteration 14 lambda =  -0.4399362 
## Iteration 15 lambda =  -0.4399801 
## Iteration 16 lambda =  -0.4400021 
## Iteration 17 lambda =  -0.4400131 
## Iteration 18 lambda =  -0.4400186 
## Iteration 19 lambda =  -0.4400213 
## Iteration 20 lambda =  -0.4400227 
## Iteration 21 lambda =  -0.4400234 
## Iteration 22 lambda =  -0.4400237 
## Iteration 23 lambda =  -0.4400239 
## Iteration 24 lambda =  -0.440024 
## Iteration 1 lambda =  0.3412543 
## Iteration 2 lambda =  0.01188142 
## Iteration 3 lambda =  -0.152805 
## Iteration 4 lambda =  -0.2351482 
## Iteration 5 lambda =  -0.2763198 
## Iteration 6 lambda =  -0.2969056 
## Iteration 7 lambda =  -0.3071985 
## Iteration 8 lambda =  -0.312345 
## Iteration 9 lambda =  -0.3149182 
## Iteration 10 lambda =  -0.3162048 
## Iteration 11 lambda =  -0.3168481 
## Iteration 12 lambda =  -0.3171698 
## Iteration 13 lambda =  -0.3173306 
## Iteration 14 lambda =  -0.317411 
## Iteration 15 lambda =  -0.3174512 
## Iteration 16 lambda =  -0.3174713 
## Iteration 17 lambda =  -0.3174814 
## Iteration 18 lambda =  -0.3174864 
## Iteration 19 lambda =  -0.3174889 
## Iteration 20 lambda =  -0.3174902 
## Iteration 21 lambda =  -0.3174908 
## Iteration 22 lambda =  -0.3174911 
## Iteration 23 lambda =  -0.3174913 
## Iteration 24 lambda =  -0.3174914 
## Iteration 1 lambda =  0.2950782 
## Iteration 2 lambda =  -0.0573827 
## Iteration 3 lambda =  -0.2336131 
## Iteration 4 lambda =  -0.3217284 
## Iteration 5 lambda =  -0.365786 
## Iteration 6 lambda =  -0.3878148 
## Iteration 7 lambda =  -0.3988292 
## Iteration 8 lambda =  -0.4043364 
## Iteration 9 lambda =  -0.40709 
## Iteration 10 lambda =  -0.4084668 
## Iteration 11 lambda =  -0.4091552 
## Iteration 12 lambda =  -0.4094994 
## Iteration 13 lambda =  -0.4096715 
## Iteration 14 lambda =  -0.4097575 
## Iteration 15 lambda =  -0.4098006 
## Iteration 16 lambda =  -0.4098221 
## Iteration 17 lambda =  -0.4098328 
## Iteration 18 lambda =  -0.4098382 
## Iteration 19 lambda =  -0.4098409 
## Iteration 20 lambda =  -0.4098423 
## Iteration 21 lambda =  -0.4098429 
## Iteration 22 lambda =  -0.4098433 
## Iteration 23 lambda =  -0.4098434 
## Iteration 24 lambda =  -0.4098435 
## Iteration 1 lambda =  0.2915366 
## Iteration 2 lambda =  -0.06269513 
## Iteration 3 lambda =  -0.239811 
## Iteration 4 lambda =  -0.3283689 
## Iteration 5 lambda =  -0.3726479 
## Iteration 6 lambda =  -0.3947874 
## Iteration 7 lambda =  -0.4058571 
## Iteration 8 lambda =  -0.411392 
## Iteration 9 lambda =  -0.4141594 
## Iteration 10 lambda =  -0.4155431 
## Iteration 11 lambda =  -0.416235 
## Iteration 12 lambda =  -0.4165809 
## Iteration 13 lambda =  -0.4167539 
## Iteration 14 lambda =  -0.4168404 
## Iteration 15 lambda =  -0.4168836 
## Iteration 16 lambda =  -0.4169052 
## Iteration 17 lambda =  -0.416916 
## Iteration 18 lambda =  -0.4169214 
## Iteration 19 lambda =  -0.4169241 
## Iteration 20 lambda =  -0.4169255 
## Iteration 21 lambda =  -0.4169262 
## Iteration 22 lambda =  -0.4169265 
## Iteration 23 lambda =  -0.4169267 
## Iteration 24 lambda =  -0.4169268 
## Iteration 1 lambda =  0.3135936 
## Iteration 2 lambda =  -0.0296096 
## Iteration 3 lambda =  -0.2012112 
## Iteration 4 lambda =  -0.287012 
## Iteration 5 lambda =  -0.3299124 
## Iteration 6 lambda =  -0.3513626 
## Iteration 7 lambda =  -0.3620877 
## Iteration 8 lambda =  -0.3674503 
## Iteration 9 lambda =  -0.3701315 
## Iteration 10 lambda =  -0.3714722 
## Iteration 11 lambda =  -0.3721425 
## Iteration 12 lambda =  -0.3724776 
## Iteration 13 lambda =  -0.3726452 
## Iteration 14 lambda =  -0.372729 
## Iteration 15 lambda =  -0.3727709 
## Iteration 16 lambda =  -0.3727919 
## Iteration 17 lambda =  -0.3728023 
## Iteration 18 lambda =  -0.3728076 
## Iteration 19 lambda =  -0.3728102 
## Iteration 20 lambda =  -0.3728115 
## Iteration 21 lambda =  -0.3728121 
## Iteration 22 lambda =  -0.3728125 
## Iteration 23 lambda =  -0.3728126 
## Iteration 24 lambda =  -0.3728127 
## Iteration 1 lambda =  0.2816219 
## Iteration 2 lambda =  -0.07756716 
## Iteration 3 lambda =  -0.2571617 
## Iteration 4 lambda =  -0.346959 
## Iteration 5 lambda =  -0.3918576 
## Iteration 6 lambda =  -0.4143069 
## Iteration 7 lambda =  -0.4255316 
## Iteration 8 lambda =  -0.4311439 
## Iteration 9 lambda =  -0.4339501 
## Iteration 10 lambda =  -0.4353531 
## Iteration 11 lambda =  -0.4360547 
## Iteration 12 lambda =  -0.4364054 
## Iteration 13 lambda =  -0.4365808 
## Iteration 14 lambda =  -0.4366685 
## Iteration 15 lambda =  -0.4367124 
## Iteration 16 lambda =  -0.4367343 
## Iteration 17 lambda =  -0.4367453 
## Iteration 18 lambda =  -0.4367507 
## Iteration 19 lambda =  -0.4367535 
## Iteration 20 lambda =  -0.4367548 
## Iteration 21 lambda =  -0.4367555 
## Iteration 22 lambda =  -0.4367559 
## Iteration 23 lambda =  -0.436756 
## Iteration 24 lambda =  -0.4367561 
## Iteration 1 lambda =  0.3058982 
## Iteration 2 lambda =  -0.04115273 
## Iteration 3 lambda =  -0.2146782 
## Iteration 4 lambda =  -0.3014409 
## Iteration 5 lambda =  -0.3448223 
## Iteration 6 lambda =  -0.366513 
## Iteration 7 lambda =  -0.3773583 
## Iteration 8 lambda =  -0.382781 
## Iteration 9 lambda =  -0.3854923 
## Iteration 10 lambda =  -0.386848 
## Iteration 11 lambda =  -0.3875258 
## Iteration 12 lambda =  -0.3878647 
## Iteration 13 lambda =  -0.3880342 
## Iteration 14 lambda =  -0.3881189 
## Iteration 15 lambda =  -0.3881613 
## Iteration 16 lambda =  -0.3881825 
## Iteration 17 lambda =  -0.3881931 
## Iteration 18 lambda =  -0.3881983 
## Iteration 19 lambda =  -0.388201 
## Iteration 20 lambda =  -0.3882023 
## Iteration 21 lambda =  -0.388203 
## Iteration 22 lambda =  -0.3882033 
## Iteration 23 lambda =  -0.3882035 
## Iteration 24 lambda =  -0.3882036 
## Iteration 1 lambda =  0.3078042 
## Iteration 2 lambda =  -0.03829375 
## Iteration 3 lambda =  -0.2113427 
## Iteration 4 lambda =  -0.2978672 
## Iteration 5 lambda =  -0.3411294 
## Iteration 6 lambda =  -0.3627605 
## Iteration 7 lambda =  -0.3735761 
## Iteration 8 lambda =  -0.3789839 
## Iteration 9 lambda =  -0.3816878 
## Iteration 10 lambda =  -0.3830397 
## Iteration 11 lambda =  -0.3837157 
## Iteration 12 lambda =  -0.3840537 
## Iteration 13 lambda =  -0.3842227 
## Iteration 14 lambda =  -0.3843072 
## Iteration 15 lambda =  -0.3843494 
## Iteration 16 lambda =  -0.3843705 
## Iteration 17 lambda =  -0.3843811 
## Iteration 18 lambda =  -0.3843864 
## Iteration 19 lambda =  -0.384389 
## Iteration 20 lambda =  -0.3843903 
## Iteration 21 lambda =  -0.384391 
## Iteration 22 lambda =  -0.3843913 
## Iteration 23 lambda =  -0.3843915 
## Iteration 24 lambda =  -0.3843916 
## Iteration 1 lambda =  0.3155964 
## Iteration 2 lambda =  -0.02660541 
## Iteration 3 lambda =  -0.1977063 
## Iteration 4 lambda =  -0.2832568 
## Iteration 5 lambda =  -0.326032 
## Iteration 6 lambda =  -0.3474196 
## Iteration 7 lambda =  -0.3581134 
## Iteration 8 lambda =  -0.3634603 
## Iteration 9 lambda =  -0.3661338 
## Iteration 10 lambda =  -0.3674705 
## Iteration 11 lambda =  -0.3681388 
## Iteration 12 lambda =  -0.368473 
## Iteration 13 lambda =  -0.3686401 
## Iteration 14 lambda =  -0.3687237 
## Iteration 15 lambda =  -0.3687654 
## Iteration 16 lambda =  -0.3687863 
## Iteration 17 lambda =  -0.3687968 
## Iteration 18 lambda =  -0.368802 
## Iteration 19 lambda =  -0.3688046 
## Iteration 20 lambda =  -0.3688059 
## Iteration 21 lambda =  -0.3688066 
## Iteration 22 lambda =  -0.3688069 
## Iteration 23 lambda =  -0.368807 
## Iteration 24 lambda =  -0.3688071 
## Iteration 1 lambda =  0.2882014 
## Iteration 2 lambda =  -0.06769796 
## Iteration 3 lambda =  -0.2456476 
## Iteration 4 lambda =  -0.3346225 
## Iteration 5 lambda =  -0.3791099 
## Iteration 6 lambda =  -0.4013536 
## Iteration 7 lambda =  -0.4124754 
## Iteration 8 lambda =  -0.4180364 
## Iteration 9 lambda =  -0.4208168 
## Iteration 10 lambda =  -0.4222071 
## Iteration 11 lambda =  -0.4229022 
## Iteration 12 lambda =  -0.4232497 
## Iteration 13 lambda =  -0.4234235 
## Iteration 14 lambda =  -0.4235104 
## Iteration 15 lambda =  -0.4235538 
## Iteration 16 lambda =  -0.4235756 
## Iteration 17 lambda =  -0.4235864 
## Iteration 18 lambda =  -0.4235919 
## Iteration 19 lambda =  -0.4235946 
## Iteration 20 lambda =  -0.4235959 
## Iteration 21 lambda =  -0.4235966 
## Iteration 22 lambda =  -0.4235969 
## Iteration 23 lambda =  -0.4235971 
## Iteration 24 lambda =  -0.4235972 
## Iteration 1 lambda =  0.3140448 
## Iteration 2 lambda =  -0.02893284 
## Iteration 3 lambda =  -0.2004216 
## Iteration 4 lambda =  -0.286166 
## Iteration 5 lambda =  -0.3290382 
## Iteration 6 lambda =  -0.3504743 
## Iteration 7 lambda =  -0.3611924 
## Iteration 8 lambda =  -0.3665514 
## Iteration 9 lambda =  -0.3692309 
## Iteration 10 lambda =  -0.3705707 
## Iteration 11 lambda =  -0.3712406 
## Iteration 12 lambda =  -0.3715755 
## Iteration 13 lambda =  -0.371743 
## Iteration 14 lambda =  -0.3718267 
## Iteration 15 lambda =  -0.3718686 
## Iteration 16 lambda =  -0.3718895 
## Iteration 17 lambda =  -0.3719 
## Iteration 18 lambda =  -0.3719052 
## Iteration 19 lambda =  -0.3719078 
## Iteration 20 lambda =  -0.3719091 
## Iteration 21 lambda =  -0.3719098 
## Iteration 22 lambda =  -0.3719101 
## Iteration 23 lambda =  -0.3719103 
## Iteration 24 lambda =  -0.3719104 
## Iteration 1 lambda =  0.3280937 
## Iteration 2 lambda =  -0.007859448 
## Iteration 3 lambda =  -0.175836 
## Iteration 4 lambda =  -0.2598243 
## Iteration 5 lambda =  -0.3018185 
## Iteration 6 lambda =  -0.3228155 
## Iteration 7 lambda =  -0.3333141 
## Iteration 8 lambda =  -0.3385633 
## Iteration 9 lambda =  -0.341188 
## Iteration 10 lambda =  -0.3425003 
## Iteration 11 lambda =  -0.3431564 
## Iteration 12 lambda =  -0.3434845 
## Iteration 13 lambda =  -0.3436486 
## Iteration 14 lambda =  -0.3437306 
## Iteration 15 lambda =  -0.3437716 
## Iteration 16 lambda =  -0.3437921 
## Iteration 17 lambda =  -0.3438023 
## Iteration 18 lambda =  -0.3438075 
## Iteration 19 lambda =  -0.34381 
## Iteration 20 lambda =  -0.3438113 
## Iteration 21 lambda =  -0.343812 
## Iteration 22 lambda =  -0.3438123 
## Iteration 23 lambda =  -0.3438124 
## Iteration 24 lambda =  -0.3438125 
## Iteration 1 lambda =  0.2804533 
## Iteration 2 lambda =  -0.07932005 
## Iteration 3 lambda =  -0.2592067 
## Iteration 4 lambda =  -0.3491501 
## Iteration 5 lambda =  -0.3941217 
## Iteration 6 lambda =  -0.4166076 
## Iteration 7 lambda =  -0.4278505 
## Iteration 8 lambda =  -0.4334719 
## Iteration 9 lambda =  -0.4362827 
## Iteration 10 lambda =  -0.437688 
## Iteration 11 lambda =  -0.4383907 
## Iteration 12 lambda =  -0.4387421 
## Iteration 13 lambda =  -0.4389177 
## Iteration 14 lambda =  -0.4390056 
## Iteration 15 lambda =  -0.4390495 
## Iteration 16 lambda =  -0.4390714 
## Iteration 17 lambda =  -0.4390824 
## Iteration 18 lambda =  -0.4390879 
## Iteration 19 lambda =  -0.4390907 
## Iteration 20 lambda =  -0.439092 
## Iteration 21 lambda =  -0.4390927 
## Iteration 22 lambda =  -0.4390931 
## Iteration 23 lambda =  -0.4390932 
## Iteration 24 lambda =  -0.4390933 
## Iteration 1 lambda =  0.3439734 
## Iteration 2 lambda =  0.01596005 
## Iteration 3 lambda =  -0.1480466 
## Iteration 4 lambda =  -0.2300499 
## Iteration 5 lambda =  -0.2710516 
## Iteration 6 lambda =  -0.2915524 
## Iteration 7 lambda =  -0.3018029 
## Iteration 8 lambda =  -0.3069281 
## Iteration 9 lambda =  -0.3094907 
## Iteration 10 lambda =  -0.310772 
## Iteration 11 lambda =  -0.3114126 
## Iteration 12 lambda =  -0.3117329 
## Iteration 13 lambda =  -0.3118931 
## Iteration 14 lambda =  -0.3119732 
## Iteration 15 lambda =  -0.3120132 
## Iteration 16 lambda =  -0.3120333 
## Iteration 17 lambda =  -0.3120433 
## Iteration 18 lambda =  -0.3120483 
## Iteration 19 lambda =  -0.3120508 
## Iteration 20 lambda =  -0.312052 
## Iteration 21 lambda =  -0.3120526 
## Iteration 22 lambda =  -0.312053 
## Iteration 23 lambda =  -0.3120531 
## Iteration 24 lambda =  -0.3120532 
## Iteration 1 lambda =  0.3035124 
## Iteration 2 lambda =  -0.04473144 
## Iteration 3 lambda =  -0.2188533 
## Iteration 4 lambda =  -0.3059143 
## Iteration 5 lambda =  -0.3494448 
## Iteration 6 lambda =  -0.37121 
## Iteration 7 lambda =  -0.3820926 
## Iteration 8 lambda =  -0.3875339 
## Iteration 9 lambda =  -0.3902546 
## Iteration 10 lambda =  -0.3916149 
## Iteration 11 lambda =  -0.3922951 
## Iteration 12 lambda =  -0.3926352 
## Iteration 13 lambda =  -0.3928052 
## Iteration 14 lambda =  -0.3928902 
## Iteration 15 lambda =  -0.3929327 
## Iteration 16 lambda =  -0.392954 
## Iteration 17 lambda =  -0.3929646 
## Iteration 18 lambda =  -0.3929699 
## Iteration 19 lambda =  -0.3929726 
## Iteration 20 lambda =  -0.3929739 
## Iteration 21 lambda =  -0.3929746 
## Iteration 22 lambda =  -0.3929749 
## Iteration 23 lambda =  -0.3929751 
## Iteration 24 lambda =  -0.3929752 
## Iteration 1 lambda =  0.2825337 
## Iteration 2 lambda =  -0.07619945 
## Iteration 3 lambda =  -0.255566 
## Iteration 4 lambda =  -0.3452493 
## Iteration 5 lambda =  -0.390091 
## Iteration 6 lambda =  -0.4125118 
## Iteration 7 lambda =  -0.4237222 
## Iteration 8 lambda =  -0.4293274 
## Iteration 9 lambda =  -0.43213 
## Iteration 10 lambda =  -0.4335313 
## Iteration 11 lambda =  -0.4342319 
## Iteration 12 lambda =  -0.4345823 
## Iteration 13 lambda =  -0.4347574 
## Iteration 14 lambda =  -0.434845 
## Iteration 15 lambda =  -0.4348888 
## Iteration 16 lambda =  -0.4349107 
## Iteration 17 lambda =  -0.4349216 
## Iteration 18 lambda =  -0.4349271 
## Iteration 19 lambda =  -0.4349299 
## Iteration 20 lambda =  -0.4349312 
## Iteration 21 lambda =  -0.4349319 
## Iteration 22 lambda =  -0.4349323 
## Iteration 23 lambda =  -0.4349324 
## Iteration 24 lambda =  -0.4349325 
## Iteration 1 lambda =  0.3241632 
## Iteration 2 lambda =  -0.01375527 
## Iteration 3 lambda =  -0.1827145 
## Iteration 4 lambda =  -0.2671941 
## Iteration 5 lambda =  -0.3094339 
## Iteration 6 lambda =  -0.3305538 
## Iteration 7 lambda =  -0.3411137 
## Iteration 8 lambda =  -0.3463937 
## Iteration 9 lambda =  -0.3490337 
## Iteration 10 lambda =  -0.3503537 
## Iteration 11 lambda =  -0.3510137 
## Iteration 12 lambda =  -0.3513437 
## Iteration 13 lambda =  -0.3515087 
## Iteration 14 lambda =  -0.3515912 
## Iteration 15 lambda =  -0.3516324 
## Iteration 16 lambda =  -0.3516531 
## Iteration 17 lambda =  -0.3516634 
## Iteration 18 lambda =  -0.3516685 
## Iteration 19 lambda =  -0.3516711 
## Iteration 20 lambda =  -0.3516724 
## Iteration 21 lambda =  -0.3516731 
## Iteration 22 lambda =  -0.3516734 
## Iteration 23 lambda =  -0.3516735 
## Iteration 24 lambda =  -0.3516736 
## Iteration 1 lambda =  0.2858981 
## Iteration 2 lambda =  -0.0711528 
## Iteration 3 lambda =  -0.2496783 
## Iteration 4 lambda =  -0.338941 
## Iteration 5 lambda =  -0.3835724 
## Iteration 6 lambda =  -0.405888 
## Iteration 7 lambda =  -0.4170459 
## Iteration 8 lambda =  -0.4226248 
## Iteration 9 lambda =  -0.4254143 
## Iteration 10 lambda =  -0.426809 
## Iteration 11 lambda =  -0.4275064 
## Iteration 12 lambda =  -0.427855 
## Iteration 13 lambda =  -0.4280294 
## Iteration 14 lambda =  -0.4281166 
## Iteration 15 lambda =  -0.4281601 
## Iteration 16 lambda =  -0.4281819 
## Iteration 17 lambda =  -0.4281928 
## Iteration 18 lambda =  -0.4281983 
## Iteration 19 lambda =  -0.428201 
## Iteration 20 lambda =  -0.4282024 
## Iteration 21 lambda =  -0.4282031 
## Iteration 22 lambda =  -0.4282034 
## Iteration 23 lambda =  -0.4282036 
## Iteration 24 lambda =  -0.4282036 
## Iteration 1 lambda =  0.275236 
## Iteration 2 lambda =  -0.08714603 
## Iteration 3 lambda =  -0.268337 
## Iteration 4 lambda =  -0.3589325 
## Iteration 5 lambda =  -0.4042303 
## Iteration 6 lambda =  -0.4268792 
## Iteration 7 lambda =  -0.4382036 
## Iteration 8 lambda =  -0.4438658 
## Iteration 9 lambda =  -0.4466969 
## Iteration 10 lambda =  -0.4481125 
## Iteration 11 lambda =  -0.4488203 
## Iteration 12 lambda =  -0.4491742 
## Iteration 13 lambda =  -0.4493511 
## Iteration 14 lambda =  -0.4494396 
## Iteration 15 lambda =  -0.4494838 
## Iteration 16 lambda =  -0.4495059 
## Iteration 17 lambda =  -0.449517 
## Iteration 18 lambda =  -0.4495225 
## Iteration 19 lambda =  -0.4495253 
## Iteration 20 lambda =  -0.4495267 
## Iteration 21 lambda =  -0.4495274 
## Iteration 22 lambda =  -0.4495277 
## Iteration 23 lambda =  -0.4495279 
## Iteration 24 lambda =  -0.449528 
## Iteration 1 lambda =  0.3091257 
## Iteration 2 lambda =  -0.03631149 
## Iteration 3 lambda =  -0.2090301 
## Iteration 4 lambda =  -0.2953894 
## Iteration 5 lambda =  -0.338569 
## Iteration 6 lambda =  -0.3601588 
## Iteration 7 lambda =  -0.3709537 
## Iteration 8 lambda =  -0.3763512 
## Iteration 9 lambda =  -0.3790499 
## Iteration 10 lambda =  -0.3803993 
## Iteration 11 lambda =  -0.381074 
## Iteration 12 lambda =  -0.3814113 
## Iteration 13 lambda =  -0.38158 
## Iteration 14 lambda =  -0.3816643 
## Iteration 15 lambda =  -0.3817065 
## Iteration 16 lambda =  -0.3817276 
## Iteration 17 lambda =  -0.3817381 
## Iteration 18 lambda =  -0.3817434 
## Iteration 19 lambda =  -0.381746 
## Iteration 20 lambda =  -0.3817473 
## Iteration 21 lambda =  -0.381748 
## Iteration 22 lambda =  -0.3817483 
## Iteration 23 lambda =  -0.3817485 
## Iteration 24 lambda =  -0.3817486 
## Iteration 1 lambda =  0.3250522 
## Iteration 2 lambda =  -0.01242164 
## Iteration 3 lambda =  -0.1811586 
## Iteration 4 lambda =  -0.2655271 
## Iteration 5 lambda =  -0.3077113 
## Iteration 6 lambda =  -0.3288034 
## Iteration 7 lambda =  -0.3393495 
## Iteration 8 lambda =  -0.3446225 
## Iteration 9 lambda =  -0.347259 
## Iteration 10 lambda =  -0.3485773 
## Iteration 11 lambda =  -0.3492364 
## Iteration 12 lambda =  -0.349566 
## Iteration 13 lambda =  -0.3497307 
## Iteration 14 lambda =  -0.3498131 
## Iteration 15 lambda =  -0.3498543 
## Iteration 16 lambda =  -0.3498749 
## Iteration 17 lambda =  -0.3498852 
## Iteration 18 lambda =  -0.3498904 
## Iteration 19 lambda =  -0.349893 
## Iteration 20 lambda =  -0.3498942 
## Iteration 21 lambda =  -0.3498949 
## Iteration 22 lambda =  -0.3498952 
## Iteration 23 lambda =  -0.3498954 
## Iteration 24 lambda =  -0.3498954 
## Iteration 1 lambda =  0.2959825 
## Iteration 2 lambda =  -0.0560262 
## Iteration 3 lambda =  -0.2320306 
## Iteration 4 lambda =  -0.3200328 
## Iteration 5 lambda =  -0.3640338 
## Iteration 6 lambda =  -0.3860344 
## Iteration 7 lambda =  -0.3970347 
## Iteration 8 lambda =  -0.4025348 
## Iteration 9 lambda =  -0.4052849 
## Iteration 10 lambda =  -0.4066599 
## Iteration 11 lambda =  -0.4073474 
## Iteration 12 lambda =  -0.4076912 
## Iteration 13 lambda =  -0.4078631 
## Iteration 14 lambda =  -0.407949 
## Iteration 15 lambda =  -0.407992 
## Iteration 16 lambda =  -0.4080135 
## Iteration 17 lambda =  -0.4080242 
## Iteration 18 lambda =  -0.4080296 
## Iteration 19 lambda =  -0.4080323 
## Iteration 20 lambda =  -0.4080336 
## Iteration 21 lambda =  -0.4080343 
## Iteration 22 lambda =  -0.4080346 
## Iteration 23 lambda =  -0.4080348 
## Iteration 24 lambda =  -0.4080349 
## Iteration 1 lambda =  0.3134064 
## Iteration 2 lambda =  -0.02989036 
## Iteration 3 lambda =  -0.2015388 
## Iteration 4 lambda =  -0.2873629 
## Iteration 5 lambda =  -0.330275 
## Iteration 6 lambda =  -0.3517311 
## Iteration 7 lambda =  -0.3624591 
## Iteration 8 lambda =  -0.3678231 
## Iteration 9 lambda =  -0.3705051 
## Iteration 10 lambda =  -0.3718461 
## Iteration 11 lambda =  -0.3725166 
## Iteration 12 lambda =  -0.3728519 
## Iteration 13 lambda =  -0.3730195 
## Iteration 14 lambda =  -0.3731033 
## Iteration 15 lambda =  -0.3731452 
## Iteration 16 lambda =  -0.3731662 
## Iteration 17 lambda =  -0.3731767 
## Iteration 18 lambda =  -0.3731819 
## Iteration 19 lambda =  -0.3731845 
## Iteration 20 lambda =  -0.3731858 
## Iteration 21 lambda =  -0.3731865 
## Iteration 22 lambda =  -0.3731868 
## Iteration 23 lambda =  -0.373187 
## Iteration 24 lambda =  -0.3731871 
## Iteration 1 lambda =  0.3218855 
## Iteration 2 lambda =  -0.01717171 
## Iteration 3 lambda =  -0.1867003 
## Iteration 4 lambda =  -0.2714646 
## Iteration 5 lambda =  -0.3138468 
## Iteration 6 lambda =  -0.3350379 
## Iteration 7 lambda =  -0.3456334 
## Iteration 8 lambda =  -0.3509312 
## Iteration 9 lambda =  -0.3535801 
## Iteration 10 lambda =  -0.3549045 
## Iteration 11 lambda =  -0.3555667 
## Iteration 12 lambda =  -0.3558978 
## Iteration 13 lambda =  -0.3560634 
## Iteration 14 lambda =  -0.3561462 
## Iteration 15 lambda =  -0.3561876 
## Iteration 16 lambda =  -0.3562083 
## Iteration 17 lambda =  -0.3562186 
## Iteration 18 lambda =  -0.3562238 
## Iteration 19 lambda =  -0.3562264 
## Iteration 20 lambda =  -0.3562277 
## Iteration 21 lambda =  -0.3562283 
## Iteration 22 lambda =  -0.3562286 
## Iteration 23 lambda =  -0.3562288 
## Iteration 24 lambda =  -0.3562289 
## Iteration 1 lambda =  0.2980547 
## Iteration 2 lambda =  -0.052918 
## Iteration 3 lambda =  -0.2284043 
## Iteration 4 lambda =  -0.3161475 
## Iteration 5 lambda =  -0.3600191 
## Iteration 6 lambda =  -0.3819549 
## Iteration 7 lambda =  -0.3929228 
## Iteration 8 lambda =  -0.3984067 
## Iteration 9 lambda =  -0.4011487 
## Iteration 10 lambda =  -0.4025197 
## Iteration 11 lambda =  -0.4032052 
## Iteration 12 lambda =  -0.4035479 
## Iteration 13 lambda =  -0.4037193 
## Iteration 14 lambda =  -0.403805 
## Iteration 15 lambda =  -0.4038478 
## Iteration 16 lambda =  -0.4038692 
## Iteration 17 lambda =  -0.40388 
## Iteration 18 lambda =  -0.4038853 
## Iteration 19 lambda =  -0.403888 
## Iteration 20 lambda =  -0.4038893 
## Iteration 21 lambda =  -0.40389 
## Iteration 22 lambda =  -0.4038903 
## Iteration 23 lambda =  -0.4038905 
## Iteration 24 lambda =  -0.4038906 
## Iteration 1 lambda =  0.3108071 
## Iteration 2 lambda =  -0.03378936 
## Iteration 3 lambda =  -0.2060876 
## Iteration 4 lambda =  -0.2922367 
## Iteration 5 lambda =  -0.3353113 
## Iteration 6 lambda =  -0.3568485 
## Iteration 7 lambda =  -0.3676172 
## Iteration 8 lambda =  -0.3730015 
## Iteration 9 lambda =  -0.3756937 
## Iteration 10 lambda =  -0.3770397 
## Iteration 11 lambda =  -0.3777128 
## Iteration 12 lambda =  -0.3780493 
## Iteration 13 lambda =  -0.3782176 
## Iteration 14 lambda =  -0.3783017 
## Iteration 15 lambda =  -0.3783437 
## Iteration 16 lambda =  -0.3783648 
## Iteration 17 lambda =  -0.3783753 
## Iteration 18 lambda =  -0.3783806 
## Iteration 19 lambda =  -0.3783832 
## Iteration 20 lambda =  -0.3783845 
## Iteration 21 lambda =  -0.3783852 
## Iteration 22 lambda =  -0.3783855 
## Iteration 23 lambda =  -0.3783856 
## Iteration 24 lambda =  -0.3783857 
## Iteration 1 lambda =  0.2901054 
## Iteration 2 lambda =  -0.06484184 
## Iteration 3 lambda =  -0.2423155 
## Iteration 4 lambda =  -0.3310523 
## Iteration 5 lambda =  -0.3754207 
## Iteration 6 lambda =  -0.3976049 
## Iteration 7 lambda =  -0.408697 
## Iteration 8 lambda =  -0.4142431 
## Iteration 9 lambda =  -0.4170161 
## Iteration 10 lambda =  -0.4184026 
## Iteration 11 lambda =  -0.4190959 
## Iteration 12 lambda =  -0.4194425 
## Iteration 13 lambda =  -0.4196158 
## Iteration 14 lambda =  -0.4197025 
## Iteration 15 lambda =  -0.4197458 
## Iteration 16 lambda =  -0.4197674 
## Iteration 17 lambda =  -0.4197783 
## Iteration 18 lambda =  -0.4197837 
## Iteration 19 lambda =  -0.4197864 
## Iteration 20 lambda =  -0.4197878 
## Iteration 21 lambda =  -0.4197884 
## Iteration 22 lambda =  -0.4197888 
## Iteration 23 lambda =  -0.4197889 
## Iteration 24 lambda =  -0.419789 
## Iteration 1 lambda =  0.322276 
## Iteration 2 lambda =  -0.01658605 
## Iteration 3 lambda =  -0.1860171 
## Iteration 4 lambda =  -0.2707326 
## Iteration 5 lambda =  -0.3130903 
## Iteration 6 lambda =  -0.3342692 
## Iteration 7 lambda =  -0.3448586 
## Iteration 8 lambda =  -0.3501533 
## Iteration 9 lambda =  -0.3528007 
## Iteration 10 lambda =  -0.3541244 
## Iteration 11 lambda =  -0.3547862 
## Iteration 12 lambda =  -0.3551171 
## Iteration 13 lambda =  -0.3552826 
## Iteration 14 lambda =  -0.3553653 
## Iteration 15 lambda =  -0.3554067 
## Iteration 16 lambda =  -0.3554274 
## Iteration 17 lambda =  -0.3554377 
## Iteration 18 lambda =  -0.3554429 
## Iteration 19 lambda =  -0.3554455 
## Iteration 20 lambda =  -0.3554468 
## Iteration 21 lambda =  -0.3554474 
## Iteration 22 lambda =  -0.3554477 
## Iteration 23 lambda =  -0.3554479 
## Iteration 24 lambda =  -0.355448 
## Iteration 1 lambda =  0.2896104 
## Iteration 2 lambda =  -0.06558444 
## Iteration 3 lambda =  -0.2431818 
## Iteration 4 lambda =  -0.3319805 
## Iteration 5 lambda =  -0.3763799 
## Iteration 6 lambda =  -0.3985796 
## Iteration 7 lambda =  -0.4096794 
## Iteration 8 lambda =  -0.4152293 
## Iteration 9 lambda =  -0.4180043 
## Iteration 10 lambda =  -0.4193918 
## Iteration 11 lambda =  -0.4200855 
## Iteration 12 lambda =  -0.4204324 
## Iteration 13 lambda =  -0.4206058 
## Iteration 14 lambda =  -0.4206925 
## Iteration 15 lambda =  -0.4207359 
## Iteration 16 lambda =  -0.4207576 
## Iteration 17 lambda =  -0.4207684 
## Iteration 18 lambda =  -0.4207738 
## Iteration 19 lambda =  -0.4207765 
## Iteration 20 lambda =  -0.4207779 
## Iteration 21 lambda =  -0.4207786 
## Iteration 22 lambda =  -0.4207789 
## Iteration 23 lambda =  -0.4207791 
## Iteration 24 lambda =  -0.4207792 
## Iteration 1 lambda =  0.3450965 
## Iteration 2 lambda =  0.01764474 
## Iteration 3 lambda =  -0.1460811 
## Iteration 4 lambda =  -0.2279441 
## Iteration 5 lambda =  -0.2688755 
## Iteration 6 lambda =  -0.2893413 
## Iteration 7 lambda =  -0.2995741 
## Iteration 8 lambda =  -0.3046906 
## Iteration 9 lambda =  -0.3072488 
## Iteration 10 lambda =  -0.3085279 
## Iteration 11 lambda =  -0.3091675 
## Iteration 12 lambda =  -0.3094872 
## Iteration 13 lambda =  -0.3096471 
## Iteration 14 lambda =  -0.3097271 
## Iteration 15 lambda =  -0.309767 
## Iteration 16 lambda =  -0.309787 
## Iteration 17 lambda =  -0.309797 
## Iteration 18 lambda =  -0.309802 
## Iteration 19 lambda =  -0.3098045 
## Iteration 20 lambda =  -0.3098058 
## Iteration 21 lambda =  -0.3098064 
## Iteration 22 lambda =  -0.3098067 
## Iteration 23 lambda =  -0.3098069 
## Iteration 24 lambda =  -0.3098069 
## Iteration 1 lambda =  0.3296988 
## Iteration 2 lambda =  -0.005451805 
## Iteration 3 lambda =  -0.1730271 
## Iteration 4 lambda =  -0.2568148 
## Iteration 5 lambda =  -0.2987086 
## Iteration 6 lambda =  -0.3196555 
## Iteration 7 lambda =  -0.330129 
## Iteration 8 lambda =  -0.3353657 
## Iteration 9 lambda =  -0.337984 
## Iteration 10 lambda =  -0.3392932 
## Iteration 11 lambda =  -0.3399478 
## Iteration 12 lambda =  -0.3402751 
## Iteration 13 lambda =  -0.3404388 
## Iteration 14 lambda =  -0.3405206 
## Iteration 15 lambda =  -0.3405615 
## Iteration 16 lambda =  -0.340582 
## Iteration 17 lambda =  -0.3405922 
## Iteration 18 lambda =  -0.3405973 
## Iteration 19 lambda =  -0.3405998 
## Iteration 20 lambda =  -0.3406011 
## Iteration 21 lambda =  -0.3406018 
## Iteration 22 lambda =  -0.3406021 
## Iteration 23 lambda =  -0.3406022 
## Iteration 24 lambda =  -0.3406023 
## Iteration 1 lambda =  0.3089454 
## Iteration 2 lambda =  -0.03658184 
## Iteration 3 lambda =  -0.2093455 
## Iteration 4 lambda =  -0.2957273 
## Iteration 5 lambda =  -0.3389182 
## Iteration 6 lambda =  -0.3605137 
## Iteration 7 lambda =  -0.3713114 
## Iteration 8 lambda =  -0.3767102 
## Iteration 9 lambda =  -0.3794097 
## Iteration 10 lambda =  -0.3807594 
## Iteration 11 lambda =  -0.3814343 
## Iteration 12 lambda =  -0.3817717 
## Iteration 13 lambda =  -0.3819404 
## Iteration 14 lambda =  -0.3820248 
## Iteration 15 lambda =  -0.3820669 
## Iteration 16 lambda =  -0.382088 
## Iteration 17 lambda =  -0.3820986 
## Iteration 18 lambda =  -0.3821038 
## Iteration 19 lambda =  -0.3821065 
## Iteration 20 lambda =  -0.3821078 
## Iteration 21 lambda =  -0.3821085 
## Iteration 22 lambda =  -0.3821088 
## Iteration 23 lambda =  -0.3821089 
## Iteration 24 lambda =  -0.382109 
## Iteration 1 lambda =  0.3061642 
## Iteration 2 lambda =  -0.04075366 
## Iteration 3 lambda =  -0.2142126 
## Iteration 4 lambda =  -0.3009421 
## Iteration 5 lambda =  -0.3443068 
## Iteration 6 lambda =  -0.3659892 
## Iteration 7 lambda =  -0.3768304 
## Iteration 8 lambda =  -0.382251 
## Iteration 9 lambda =  -0.3849613 
## Iteration 10 lambda =  -0.3863164 
## Iteration 11 lambda =  -0.386994 
## Iteration 12 lambda =  -0.3873328 
## Iteration 13 lambda =  -0.3875022 
## Iteration 14 lambda =  -0.3875869 
## Iteration 15 lambda =  -0.3876292 
## Iteration 16 lambda =  -0.3876504 
## Iteration 17 lambda =  -0.387661 
## Iteration 18 lambda =  -0.3876663 
## Iteration 19 lambda =  -0.3876689 
## Iteration 20 lambda =  -0.3876702 
## Iteration 21 lambda =  -0.3876709 
## Iteration 22 lambda =  -0.3876712 
## Iteration 23 lambda =  -0.3876714 
## Iteration 24 lambda =  -0.3876715 
## Iteration 1 lambda =  0.291213 
## Iteration 2 lambda =  -0.06318044 
## Iteration 3 lambda =  -0.2403772 
## Iteration 4 lambda =  -0.3289755 
## Iteration 5 lambda =  -0.3732747 
## Iteration 6 lambda =  -0.3954243 
## Iteration 7 lambda =  -0.4064991 
## Iteration 8 lambda =  -0.4120365 
## Iteration 9 lambda =  -0.4148052 
## Iteration 10 lambda =  -0.4161896 
## Iteration 11 lambda =  -0.4168817 
## Iteration 12 lambda =  -0.4172278 
## Iteration 13 lambda =  -0.4174009 
## Iteration 14 lambda =  -0.4174874 
## Iteration 15 lambda =  -0.4175307 
## Iteration 16 lambda =  -0.4175523 
## Iteration 17 lambda =  -0.4175631 
## Iteration 18 lambda =  -0.4175685 
## Iteration 19 lambda =  -0.4175712 
## Iteration 20 lambda =  -0.4175726 
## Iteration 21 lambda =  -0.4175732 
## Iteration 22 lambda =  -0.4175736 
## Iteration 23 lambda =  -0.4175737 
## Iteration 24 lambda =  -0.4175738 
## Iteration 1 lambda =  0.3110854 
## Iteration 2 lambda =  -0.03337193 
## Iteration 3 lambda =  -0.2056006 
## Iteration 4 lambda =  -0.2917149 
## Iteration 5 lambda =  -0.3347721 
## Iteration 6 lambda =  -0.3563007 
## Iteration 7 lambda =  -0.3670649 
## Iteration 8 lambda =  -0.3724471 
## Iteration 9 lambda =  -0.3751382 
## Iteration 10 lambda =  -0.3764837 
## Iteration 11 lambda =  -0.3771565 
## Iteration 12 lambda =  -0.3774929 
## Iteration 13 lambda =  -0.377661 
## Iteration 14 lambda =  -0.3777451 
## Iteration 15 lambda =  -0.3777872 
## Iteration 16 lambda =  -0.3778082 
## Iteration 17 lambda =  -0.3778187 
## Iteration 18 lambda =  -0.377824 
## Iteration 19 lambda =  -0.3778266 
## Iteration 20 lambda =  -0.3778279 
## Iteration 21 lambda =  -0.3778286 
## Iteration 22 lambda =  -0.3778289 
## Iteration 23 lambda =  -0.3778291 
## Iteration 24 lambda =  -0.3778292 
## Iteration 1 lambda =  0.3340164 
## Iteration 2 lambda =  0.00102453 
## Iteration 3 lambda =  -0.1654714 
## Iteration 4 lambda =  -0.2487193 
## Iteration 5 lambda =  -0.2903433 
## Iteration 6 lambda =  -0.3111553 
## Iteration 7 lambda =  -0.3215613 
## Iteration 8 lambda =  -0.3267643 
## Iteration 9 lambda =  -0.3293658 
## Iteration 10 lambda =  -0.3306665 
## Iteration 11 lambda =  -0.3313169 
## Iteration 12 lambda =  -0.3316421 
## Iteration 13 lambda =  -0.3318047 
## Iteration 14 lambda =  -0.331886 
## Iteration 15 lambda =  -0.3319266 
## Iteration 16 lambda =  -0.331947 
## Iteration 17 lambda =  -0.3319571 
## Iteration 18 lambda =  -0.3319622 
## Iteration 19 lambda =  -0.3319648 
## Iteration 20 lambda =  -0.331966 
## Iteration 21 lambda =  -0.3319667 
## Iteration 22 lambda =  -0.331967 
## Iteration 23 lambda =  -0.3319671 
## Iteration 24 lambda =  -0.3319672 
## Iteration 1 lambda =  0.2806954 
## Iteration 2 lambda =  -0.07895685 
## Iteration 3 lambda =  -0.258783 
## Iteration 4 lambda =  -0.3486961 
## Iteration 5 lambda =  -0.3936526 
## Iteration 6 lambda =  -0.4161309 
## Iteration 7 lambda =  -0.42737 
## Iteration 8 lambda =  -0.4329896 
## Iteration 9 lambda =  -0.4357993 
## Iteration 10 lambda =  -0.4372042 
## Iteration 11 lambda =  -0.4379067 
## Iteration 12 lambda =  -0.4382579 
## Iteration 13 lambda =  -0.4384335 
## Iteration 14 lambda =  -0.4385213 
## Iteration 15 lambda =  -0.4385652 
## Iteration 16 lambda =  -0.4385872 
## Iteration 17 lambda =  -0.4385982 
## Iteration 18 lambda =  -0.4386036 
## Iteration 19 lambda =  -0.4386064 
## Iteration 20 lambda =  -0.4386078 
## Iteration 21 lambda =  -0.4386084 
## Iteration 22 lambda =  -0.4386088 
## Iteration 23 lambda =  -0.438609 
## Iteration 24 lambda =  -0.438609 
## Iteration 1 lambda =  0.3201967 
## Iteration 2 lambda =  -0.01970494 
## Iteration 3 lambda =  -0.1896558 
## Iteration 4 lambda =  -0.2746312 
## Iteration 5 lambda =  -0.3171189 
## Iteration 6 lambda =  -0.3383627 
## Iteration 7 lambda =  -0.3489847 
## Iteration 8 lambda =  -0.3542956 
## Iteration 9 lambda =  -0.3569511 
## Iteration 10 lambda =  -0.3582789 
## Iteration 11 lambda =  -0.3589427 
## Iteration 12 lambda =  -0.3592747 
## Iteration 13 lambda =  -0.3594406 
## Iteration 14 lambda =  -0.3595236 
## Iteration 15 lambda =  -0.3595651 
## Iteration 16 lambda =  -0.3595858 
## Iteration 17 lambda =  -0.3595962 
## Iteration 18 lambda =  -0.3596014 
## Iteration 19 lambda =  -0.359604 
## Iteration 20 lambda =  -0.3596053 
## Iteration 21 lambda =  -0.3596059 
## Iteration 22 lambda =  -0.3596063 
## Iteration 23 lambda =  -0.3596064 
## Iteration 24 lambda =  -0.3596065 
## Iteration 1 lambda =  0.2993359 
## Iteration 2 lambda =  -0.05099609 
## Iteration 3 lambda =  -0.2261621 
## Iteration 4 lambda =  -0.3137451 
## Iteration 5 lambda =  -0.3575366 
## Iteration 6 lambda =  -0.3794324 
## Iteration 7 lambda =  -0.3903802 
## Iteration 8 lambda =  -0.3958542 
## Iteration 9 lambda =  -0.3985912 
## Iteration 10 lambda =  -0.3999596 
## Iteration 11 lambda =  -0.4006439 
## Iteration 12 lambda =  -0.400986 
## Iteration 13 lambda =  -0.4011571 
## Iteration 14 lambda =  -0.4012426 
## Iteration 15 lambda =  -0.4012854 
## Iteration 16 lambda =  -0.4013067 
## Iteration 17 lambda =  -0.4013174 
## Iteration 18 lambda =  -0.4013228 
## Iteration 19 lambda =  -0.4013254 
## Iteration 20 lambda =  -0.4013268 
## Iteration 21 lambda =  -0.4013275 
## Iteration 22 lambda =  -0.4013278 
## Iteration 23 lambda =  -0.401328 
## Iteration 24 lambda =  -0.401328 
## Iteration 1 lambda =  0.3396807 
## Iteration 2 lambda =  0.009520992 
## Iteration 3 lambda =  -0.1555588 
## Iteration 4 lambda =  -0.2380988 
## Iteration 5 lambda =  -0.2793687 
## Iteration 6 lambda =  -0.3000037 
## Iteration 7 lambda =  -0.3103212 
## Iteration 8 lambda =  -0.3154799 
## Iteration 9 lambda =  -0.3180593 
## Iteration 10 lambda =  -0.319349 
## Iteration 11 lambda =  -0.3199938 
## Iteration 12 lambda =  -0.3203163 
## Iteration 13 lambda =  -0.3204775 
## Iteration 14 lambda =  -0.3205581 
## Iteration 15 lambda =  -0.3205984 
## Iteration 16 lambda =  -0.3206185 
## Iteration 17 lambda =  -0.3206286 
## Iteration 18 lambda =  -0.3206336 
## Iteration 19 lambda =  -0.3206362 
## Iteration 20 lambda =  -0.3206374 
## Iteration 21 lambda =  -0.320638 
## Iteration 22 lambda =  -0.3206384 
## Iteration 23 lambda =  -0.3206385 
## Iteration 24 lambda =  -0.3206386 
## Iteration 1 lambda =  0.2990617 
## Iteration 2 lambda =  -0.05140741 
## Iteration 3 lambda =  -0.226642 
## Iteration 4 lambda =  -0.3142593 
## Iteration 5 lambda =  -0.3580679 
## Iteration 6 lambda =  -0.3799722 
## Iteration 7 lambda =  -0.3909244 
## Iteration 8 lambda =  -0.3964005 
## Iteration 9 lambda =  -0.3991385 
## Iteration 10 lambda =  -0.4005075 
## Iteration 11 lambda =  -0.401192 
## Iteration 12 lambda =  -0.4015343 
## Iteration 13 lambda =  -0.4017054 
## Iteration 14 lambda =  -0.401791 
## Iteration 15 lambda =  -0.4018338 
## Iteration 16 lambda =  -0.4018552 
## Iteration 17 lambda =  -0.4018659 
## Iteration 18 lambda =  -0.4018712 
## Iteration 19 lambda =  -0.4018739 
## Iteration 20 lambda =  -0.4018752 
## Iteration 21 lambda =  -0.4018759 
## Iteration 22 lambda =  -0.4018762 
## Iteration 23 lambda =  -0.4018764 
## Iteration 24 lambda =  -0.4018765 
## Iteration 1 lambda =  0.3291083 
## Iteration 2 lambda =  -0.006337542 
## Iteration 3 lambda =  -0.1740605 
## Iteration 4 lambda =  -0.2579219 
## Iteration 5 lambda =  -0.2998527 
## Iteration 6 lambda =  -0.320818 
## Iteration 7 lambda =  -0.3313007 
## Iteration 8 lambda =  -0.336542 
## Iteration 9 lambda =  -0.3391627 
## Iteration 10 lambda =  -0.3404731 
## Iteration 11 lambda =  -0.3411282 
## Iteration 12 lambda =  -0.3414558 
## Iteration 13 lambda =  -0.3416196 
## Iteration 14 lambda =  -0.3417015 
## Iteration 15 lambda =  -0.3417424 
## Iteration 16 lambda =  -0.3417629 
## Iteration 17 lambda =  -0.3417732 
## Iteration 18 lambda =  -0.3417783 
## Iteration 19 lambda =  -0.3417808 
## Iteration 20 lambda =  -0.3417821 
## Iteration 21 lambda =  -0.3417827 
## Iteration 22 lambda =  -0.3417831 
## Iteration 23 lambda =  -0.3417832 
## Iteration 24 lambda =  -0.3417833 
## Iteration 1 lambda =  0.3298736 
## Iteration 2 lambda =  -0.005189654 
## Iteration 3 lambda =  -0.1727213 
## Iteration 4 lambda =  -0.2564871 
## Iteration 5 lambda =  -0.29837 
## Iteration 6 lambda =  -0.3193114 
## Iteration 7 lambda =  -0.3297821 
## Iteration 8 lambda =  -0.3350175 
## Iteration 9 lambda =  -0.3376352 
## Iteration 10 lambda =  -0.338944 
## Iteration 11 lambda =  -0.3395985 
## Iteration 12 lambda =  -0.3399257 
## Iteration 13 lambda =  -0.3400893 
## Iteration 14 lambda =  -0.3401711 
## Iteration 15 lambda =  -0.340212 
## Iteration 16 lambda =  -0.3402324 
## Iteration 17 lambda =  -0.3402426 
## Iteration 18 lambda =  -0.3402478 
## Iteration 19 lambda =  -0.3402503 
## Iteration 20 lambda =  -0.3402516 
## Iteration 21 lambda =  -0.3402522 
## Iteration 22 lambda =  -0.3402526 
## Iteration 23 lambda =  -0.3402527 
## Iteration 24 lambda =  -0.3402528 
## Iteration 1 lambda =  0.3275861 
## Iteration 2 lambda =  -0.008620825 
## Iteration 3 lambda =  -0.1767243 
## Iteration 4 lambda =  -0.260776 
## Iteration 5 lambda =  -0.3028019 
## Iteration 6 lambda =  -0.3238148 
## Iteration 7 lambda =  -0.3343213 
## Iteration 8 lambda =  -0.3395745 
## Iteration 9 lambda =  -0.3422011 
## Iteration 10 lambda =  -0.3435145 
## Iteration 11 lambda =  -0.3441711 
## Iteration 12 lambda =  -0.3444994 
## Iteration 13 lambda =  -0.3446636 
## Iteration 14 lambda =  -0.3447457 
## Iteration 15 lambda =  -0.3447867 
## Iteration 16 lambda =  -0.3448072 
## Iteration 17 lambda =  -0.3448175 
## Iteration 18 lambda =  -0.3448226 
## Iteration 19 lambda =  -0.3448252 
## Iteration 20 lambda =  -0.3448265 
## Iteration 21 lambda =  -0.3448271 
## Iteration 22 lambda =  -0.3448274 
## Iteration 23 lambda =  -0.3448276 
## Iteration 24 lambda =  -0.3448277 
## Iteration 1 lambda =  0.2946999 
## Iteration 2 lambda =  -0.05795008 
## Iteration 3 lambda =  -0.2342751 
## Iteration 4 lambda =  -0.3224376 
## Iteration 5 lambda =  -0.3665189 
## Iteration 6 lambda =  -0.3885595 
## Iteration 7 lambda =  -0.3995798 
## Iteration 8 lambda =  -0.40509 
## Iteration 9 lambda =  -0.407845 
## Iteration 10 lambda =  -0.4092226 
## Iteration 11 lambda =  -0.4099113 
## Iteration 12 lambda =  -0.4102557 
## Iteration 13 lambda =  -0.4104279 
## Iteration 14 lambda =  -0.410514 
## Iteration 15 lambda =  -0.4105571 
## Iteration 16 lambda =  -0.4105786 
## Iteration 17 lambda =  -0.4105893 
## Iteration 18 lambda =  -0.4105947 
## Iteration 19 lambda =  -0.4105974 
## Iteration 20 lambda =  -0.4105988 
## Iteration 21 lambda =  -0.4105994 
## Iteration 22 lambda =  -0.4105998 
## Iteration 23 lambda =  -0.4105999 
## Iteration 24 lambda =  -0.4106 
## Iteration 1 lambda =  0.3221225 
## Iteration 2 lambda =  -0.01681621 
## Iteration 3 lambda =  -0.1862856 
## Iteration 4 lambda =  -0.2710203 
## Iteration 5 lambda =  -0.3133876 
## Iteration 6 lambda =  -0.3345713 
## Iteration 7 lambda =  -0.3451631 
## Iteration 8 lambda =  -0.350459 
## Iteration 9 lambda =  -0.353107 
## Iteration 10 lambda =  -0.354431 
## Iteration 11 lambda =  -0.355093 
## Iteration 12 lambda =  -0.355424 
## Iteration 13 lambda =  -0.3555895 
## Iteration 14 lambda =  -0.3556722 
## Iteration 15 lambda =  -0.3557136 
## Iteration 16 lambda =  -0.3557343 
## Iteration 17 lambda =  -0.3557446 
## Iteration 18 lambda =  -0.3557498 
## Iteration 19 lambda =  -0.3557524 
## Iteration 20 lambda =  -0.3557537 
## Iteration 21 lambda =  -0.3557543 
## Iteration 22 lambda =  -0.3557546 
## Iteration 23 lambda =  -0.3557548 
## Iteration 24 lambda =  -0.3557549 
## Iteration 1 lambda =  0.3352755 
## Iteration 2 lambda =  0.00291324 
## Iteration 3 lambda =  -0.1632679 
## Iteration 4 lambda =  -0.2463585 
## Iteration 5 lambda =  -0.2879037 
## Iteration 6 lambda =  -0.3086764 
## Iteration 7 lambda =  -0.3190627 
## Iteration 8 lambda =  -0.3242559 
## Iteration 9 lambda =  -0.3268524 
## Iteration 10 lambda =  -0.3281507 
## Iteration 11 lambda =  -0.3287999 
## Iteration 12 lambda =  -0.3291244 
## Iteration 13 lambda =  -0.3292867 
## Iteration 14 lambda =  -0.3293679 
## Iteration 15 lambda =  -0.3294084 
## Iteration 16 lambda =  -0.3294287 
## Iteration 17 lambda =  -0.3294389 
## Iteration 18 lambda =  -0.3294439 
## Iteration 19 lambda =  -0.3294465 
## Iteration 20 lambda =  -0.3294477 
## Iteration 21 lambda =  -0.3294484 
## Iteration 22 lambda =  -0.3294487 
## Iteration 23 lambda =  -0.3294489 
## Iteration 24 lambda =  -0.3294489 
## Iteration 1 lambda =  0.3057387 
## Iteration 2 lambda =  -0.04139192 
## Iteration 3 lambda =  -0.2149572 
## Iteration 4 lambda =  -0.3017399 
## Iteration 5 lambda =  -0.3451312 
## Iteration 6 lambda =  -0.3668269 
## Iteration 7 lambda =  -0.3776747 
## Iteration 8 lambda =  -0.3830986 
## Iteration 9 lambda =  -0.3858106 
## Iteration 10 lambda =  -0.3871666 
## Iteration 11 lambda =  -0.3878446 
## Iteration 12 lambda =  -0.3881836 
## Iteration 13 lambda =  -0.3883531 
## Iteration 14 lambda =  -0.3884378 
## Iteration 15 lambda =  -0.3884802 
## Iteration 16 lambda =  -0.3885014 
## Iteration 17 lambda =  -0.388512 
## Iteration 18 lambda =  -0.3885173 
## Iteration 19 lambda =  -0.3885199 
## Iteration 20 lambda =  -0.3885212 
## Iteration 21 lambda =  -0.3885219 
## Iteration 22 lambda =  -0.3885222 
## Iteration 23 lambda =  -0.3885224 
## Iteration 24 lambda =  -0.3885225 
## Iteration 1 lambda =  0.3337369 
## Iteration 2 lambda =  0.000605324 
## Iteration 3 lambda =  -0.1659605 
## Iteration 4 lambda =  -0.2492433 
## Iteration 5 lambda =  -0.2908848 
## Iteration 6 lambda =  -0.3117055 
## Iteration 7 lambda =  -0.3221159 
## Iteration 8 lambda =  -0.3273211 
## Iteration 9 lambda =  -0.3299236 
## Iteration 10 lambda =  -0.3312249 
## Iteration 11 lambda =  -0.3318756 
## Iteration 12 lambda =  -0.3322009 
## Iteration 13 lambda =  -0.3323636 
## Iteration 14 lambda =  -0.3324449 
## Iteration 15 lambda =  -0.3324856 
## Iteration 16 lambda =  -0.3325059 
## Iteration 17 lambda =  -0.3325161 
## Iteration 18 lambda =  -0.3325212 
## Iteration 19 lambda =  -0.3325237 
## Iteration 20 lambda =  -0.332525 
## Iteration 21 lambda =  -0.3325256 
## Iteration 22 lambda =  -0.3325259 
## Iteration 23 lambda =  -0.3325261 
## Iteration 24 lambda =  -0.3325262 
## Iteration 1 lambda =  0.3392406 
## Iteration 2 lambda =  0.008860846 
## Iteration 3 lambda =  -0.156329 
## Iteration 4 lambda =  -0.2389239 
## Iteration 5 lambda =  -0.2802214 
## Iteration 6 lambda =  -0.3008701 
## Iteration 7 lambda =  -0.3111945 
## Iteration 8 lambda =  -0.3163567 
## Iteration 9 lambda =  -0.3189378 
## Iteration 10 lambda =  -0.3202283 
## Iteration 11 lambda =  -0.3208736 
## Iteration 12 lambda =  -0.3211962 
## Iteration 13 lambda =  -0.3213576 
## Iteration 14 lambda =  -0.3214382 
## Iteration 15 lambda =  -0.3214785 
## Iteration 16 lambda =  -0.3214987 
## Iteration 17 lambda =  -0.3215088 
## Iteration 18 lambda =  -0.3215138 
## Iteration 19 lambda =  -0.3215164 
## Iteration 20 lambda =  -0.3215176 
## Iteration 21 lambda =  -0.3215182 
## Iteration 22 lambda =  -0.3215186 
## Iteration 23 lambda =  -0.3215187 
## Iteration 24 lambda =  -0.3215188 
## Iteration 1 lambda =  0.3081765 
## Iteration 2 lambda =  -0.0377352 
## Iteration 3 lambda =  -0.2106911 
## Iteration 4 lambda =  -0.297169 
## Iteration 5 lambda =  -0.340408 
## Iteration 6 lambda =  -0.3620275 
## Iteration 7 lambda =  -0.3728372 
## Iteration 8 lambda =  -0.3782421 
## Iteration 9 lambda =  -0.3809445 
## Iteration 10 lambda =  -0.3822957 
## Iteration 11 lambda =  -0.3829713 
## Iteration 12 lambda =  -0.3833091 
## Iteration 13 lambda =  -0.383478 
## Iteration 14 lambda =  -0.3835625 
## Iteration 15 lambda =  -0.3836047 
## Iteration 16 lambda =  -0.3836258 
## Iteration 17 lambda =  -0.3836364 
## Iteration 18 lambda =  -0.3836417 
## Iteration 19 lambda =  -0.3836443 
## Iteration 20 lambda =  -0.3836456 
## Iteration 21 lambda =  -0.3836463 
## Iteration 22 lambda =  -0.3836466 
## Iteration 23 lambda =  -0.3836468 
## Iteration 24 lambda =  -0.3836469 
## Iteration 1 lambda =  0.3154717 
## Iteration 2 lambda =  -0.02679242 
## Iteration 3 lambda =  -0.1979245 
## Iteration 4 lambda =  -0.2834905 
## Iteration 5 lambda =  -0.3262735 
## Iteration 6 lambda =  -0.347665 
## Iteration 7 lambda =  -0.3583608 
## Iteration 8 lambda =  -0.3637087 
## Iteration 9 lambda =  -0.3663826 
## Iteration 10 lambda =  -0.3677196 
## Iteration 11 lambda =  -0.3683881 
## Iteration 12 lambda =  -0.3687223 
## Iteration 13 lambda =  -0.3688894 
## Iteration 14 lambda =  -0.368973 
## Iteration 15 lambda =  -0.3690148 
## Iteration 16 lambda =  -0.3690357 
## Iteration 17 lambda =  -0.3690461 
## Iteration 18 lambda =  -0.3690513 
## Iteration 19 lambda =  -0.3690539 
## Iteration 20 lambda =  -0.3690552 
## Iteration 21 lambda =  -0.3690559 
## Iteration 22 lambda =  -0.3690562 
## Iteration 23 lambda =  -0.3690564 
## Iteration 24 lambda =  -0.3690565 
## Iteration 1 lambda =  0.3274363 
## Iteration 2 lambda =  -0.0088455 
## Iteration 3 lambda =  -0.1769864 
## Iteration 4 lambda =  -0.2610569 
## Iteration 5 lambda =  -0.3030921 
## Iteration 6 lambda =  -0.3241097 
## Iteration 7 lambda =  -0.3346185 
## Iteration 8 lambda =  -0.3398729 
## Iteration 9 lambda =  -0.3425001 
## Iteration 10 lambda =  -0.3438137 
## Iteration 11 lambda =  -0.3444705 
## Iteration 12 lambda =  -0.3447989 
## Iteration 13 lambda =  -0.3449631 
## Iteration 14 lambda =  -0.3450452 
## Iteration 15 lambda =  -0.3450863 
## Iteration 16 lambda =  -0.3451068 
## Iteration 17 lambda =  -0.3451171 
## Iteration 18 lambda =  -0.3451222 
## Iteration 19 lambda =  -0.3451248 
## Iteration 20 lambda =  -0.3451261 
## Iteration 21 lambda =  -0.3451267 
## Iteration 22 lambda =  -0.345127 
## Iteration 23 lambda =  -0.3451272 
## Iteration 24 lambda =  -0.3451273 
## Iteration 1 lambda =  0.3176915 
## Iteration 2 lambda =  -0.02346281 
## Iteration 3 lambda =  -0.1940399 
## Iteration 4 lambda =  -0.2793285 
## Iteration 5 lambda =  -0.3219728 
## Iteration 6 lambda =  -0.3432949 
## Iteration 7 lambda =  -0.353956 
## Iteration 8 lambda =  -0.3592865 
## Iteration 9 lambda =  -0.3619518 
## Iteration 10 lambda =  -0.3632844 
## Iteration 11 lambda =  -0.3639508 
## Iteration 12 lambda =  -0.3642839 
## Iteration 13 lambda =  -0.3644505 
## Iteration 14 lambda =  -0.3645338 
## Iteration 15 lambda =  -0.3645754 
## Iteration 16 lambda =  -0.3645963 
## Iteration 17 lambda =  -0.3646067 
## Iteration 18 lambda =  -0.3646119 
## Iteration 19 lambda =  -0.3646145 
## Iteration 20 lambda =  -0.3646158 
## Iteration 21 lambda =  -0.3646164 
## Iteration 22 lambda =  -0.3646168 
## Iteration 23 lambda =  -0.3646169 
## Iteration 24 lambda =  -0.364617 
## Iteration 1 lambda =  0.2985354 
## Iteration 2 lambda =  -0.05219692 
## Iteration 3 lambda =  -0.2275631 
## Iteration 4 lambda =  -0.3152462 
## Iteration 5 lambda =  -0.3590877 
## Iteration 6 lambda =  -0.3810085 
## Iteration 7 lambda =  -0.3919688 
## Iteration 8 lambda =  -0.397449 
## Iteration 9 lambda =  -0.4001891 
## Iteration 10 lambda =  -0.4015592 
## Iteration 11 lambda =  -0.4022442 
## Iteration 12 lambda =  -0.4025867 
## Iteration 13 lambda =  -0.402758 
## Iteration 14 lambda =  -0.4028436 
## Iteration 15 lambda =  -0.4028864 
## Iteration 16 lambda =  -0.4029078 
## Iteration 17 lambda =  -0.4029185 
## Iteration 18 lambda =  -0.4029239 
## Iteration 19 lambda =  -0.4029266 
## Iteration 20 lambda =  -0.4029279 
## Iteration 21 lambda =  -0.4029286 
## Iteration 22 lambda =  -0.4029289 
## Iteration 23 lambda =  -0.4029291 
## Iteration 24 lambda =  -0.4029291 
## Iteration 1 lambda =  0.2916204 
## Iteration 2 lambda =  -0.06256936 
## Iteration 3 lambda =  -0.2396643 
## Iteration 4 lambda =  -0.3282117 
## Iteration 5 lambda =  -0.3724854 
## Iteration 6 lambda =  -0.3946223 
## Iteration 7 lambda =  -0.4056907 
## Iteration 8 lambda =  -0.4112249 
## Iteration 9 lambda =  -0.413992 
## Iteration 10 lambda =  -0.4153756 
## Iteration 11 lambda =  -0.4160674 
## Iteration 12 lambda =  -0.4164133 
## Iteration 13 lambda =  -0.4165862 
## Iteration 14 lambda =  -0.4166727 
## Iteration 15 lambda =  -0.4167159 
## Iteration 16 lambda =  -0.4167375 
## Iteration 17 lambda =  -0.4167483 
## Iteration 18 lambda =  -0.4167537 
## Iteration 19 lambda =  -0.4167564 
## Iteration 20 lambda =  -0.4167578 
## Iteration 21 lambda =  -0.4167585 
## Iteration 22 lambda =  -0.4167588 
## Iteration 23 lambda =  -0.416759 
## Iteration 24 lambda =  -0.4167591 
## Iteration 1 lambda =  0.3168413 
## Iteration 2 lambda =  -0.02473809 
## Iteration 3 lambda =  -0.1955278 
## Iteration 4 lambda =  -0.2809226 
## Iteration 5 lambda =  -0.32362 
## Iteration 6 lambda =  -0.3449687 
## Iteration 7 lambda =  -0.3556431 
## Iteration 8 lambda =  -0.3609803 
## Iteration 9 lambda =  -0.3636489 
## Iteration 10 lambda =  -0.3649832 
## Iteration 11 lambda =  -0.3656503 
## Iteration 12 lambda =  -0.3659839 
## Iteration 13 lambda =  -0.3661507 
## Iteration 14 lambda =  -0.3662341 
## Iteration 15 lambda =  -0.3662758 
## Iteration 16 lambda =  -0.3662966 
## Iteration 17 lambda =  -0.366307 
## Iteration 18 lambda =  -0.3663122 
## Iteration 19 lambda =  -0.3663148 
## Iteration 20 lambda =  -0.3663161 
## Iteration 21 lambda =  -0.3663168 
## Iteration 22 lambda =  -0.3663171 
## Iteration 23 lambda =  -0.3663173 
## Iteration 24 lambda =  -0.3663174 
## Iteration 1 lambda =  0.2940484 
## Iteration 2 lambda =  -0.05892734 
## Iteration 3 lambda =  -0.2354152 
## Iteration 4 lambda =  -0.3236592 
## Iteration 5 lambda =  -0.3677811 
## Iteration 6 lambda =  -0.3898421 
## Iteration 7 lambda =  -0.4008726 
## Iteration 8 lambda =  -0.4063879 
## Iteration 9 lambda =  -0.4091455 
## Iteration 10 lambda =  -0.4105243 
## Iteration 11 lambda =  -0.4112137 
## Iteration 12 lambda =  -0.4115584 
## Iteration 13 lambda =  -0.4117308 
## Iteration 14 lambda =  -0.4118169 
## Iteration 15 lambda =  -0.41186 
## Iteration 16 lambda =  -0.4118816 
## Iteration 17 lambda =  -0.4118923 
## Iteration 18 lambda =  -0.4118977 
## Iteration 19 lambda =  -0.4119004 
## Iteration 20 lambda =  -0.4119018 
## Iteration 21 lambda =  -0.4119024 
## Iteration 22 lambda =  -0.4119028 
## Iteration 23 lambda =  -0.4119029 
## Iteration 24 lambda =  -0.411903 
## Iteration 1 lambda =  0.3173829 
## Iteration 2 lambda =  -0.02392569 
## Iteration 3 lambda =  -0.19458 
## Iteration 4 lambda =  -0.2799071 
## Iteration 5 lambda =  -0.3225707 
## Iteration 6 lambda =  -0.3439025 
## Iteration 7 lambda =  -0.3545684 
## Iteration 8 lambda =  -0.3599013 
## Iteration 9 lambda =  -0.3625678 
## Iteration 10 lambda =  -0.363901 
## Iteration 11 lambda =  -0.3645676 
## Iteration 12 lambda =  -0.3649009 
## Iteration 13 lambda =  -0.3650676 
## Iteration 14 lambda =  -0.3651509 
## Iteration 15 lambda =  -0.3651926 
## Iteration 16 lambda =  -0.3652134 
## Iteration 17 lambda =  -0.3652238 
## Iteration 18 lambda =  -0.365229 
## Iteration 19 lambda =  -0.3652316 
## Iteration 20 lambda =  -0.3652329 
## Iteration 21 lambda =  -0.3652336 
## Iteration 22 lambda =  -0.3652339 
## Iteration 23 lambda =  -0.3652341 
## Iteration 24 lambda =  -0.3652342 
## Iteration 1 lambda =  0.2624254 
## Iteration 2 lambda =  -0.1063618 
## Iteration 3 lambda =  -0.2907555 
## Iteration 4 lambda =  -0.3829523 
## Iteration 5 lambda =  -0.4290507 
## Iteration 6 lambda =  -0.4520999 
## Iteration 7 lambda =  -0.4636245 
## Iteration 8 lambda =  -0.4693868 
## Iteration 9 lambda =  -0.472268 
## Iteration 10 lambda =  -0.4737085 
## Iteration 11 lambda =  -0.4744288 
## Iteration 12 lambda =  -0.474789 
## Iteration 13 lambda =  -0.474969 
## Iteration 14 lambda =  -0.4750591 
## Iteration 15 lambda =  -0.4751041 
## Iteration 16 lambda =  -0.4751266 
## Iteration 17 lambda =  -0.4751379 
## Iteration 18 lambda =  -0.4751435 
## Iteration 19 lambda =  -0.4751463 
## Iteration 20 lambda =  -0.4751477 
## Iteration 21 lambda =  -0.4751484 
## Iteration 22 lambda =  -0.4751488 
## Iteration 23 lambda =  -0.4751489 
## Iteration 24 lambda =  -0.475149 
## Iteration 1 lambda =  0.2908977 
## Iteration 2 lambda =  -0.06365341 
## Iteration 3 lambda =  -0.240929 
## Iteration 4 lambda =  -0.3295668 
## Iteration 5 lambda =  -0.3738857 
## Iteration 6 lambda =  -0.3960451 
## Iteration 7 lambda =  -0.4071248 
## Iteration 8 lambda =  -0.4126647 
## Iteration 9 lambda =  -0.4154346 
## Iteration 10 lambda =  -0.4168196 
## Iteration 11 lambda =  -0.4175121 
## Iteration 12 lambda =  -0.4178583 
## Iteration 13 lambda =  -0.4180314 
## Iteration 14 lambda =  -0.418118 
## Iteration 15 lambda =  -0.4181613 
## Iteration 16 lambda =  -0.4181829 
## Iteration 17 lambda =  -0.4181937 
## Iteration 18 lambda =  -0.4181991 
## Iteration 19 lambda =  -0.4182018 
## Iteration 20 lambda =  -0.4182032 
## Iteration 21 lambda =  -0.4182039 
## Iteration 22 lambda =  -0.4182042 
## Iteration 23 lambda =  -0.4182044 
## Iteration 24 lambda =  -0.4182045 
## Iteration 1 lambda =  0.3447276 
## Iteration 2 lambda =  0.01709143 
## Iteration 3 lambda =  -0.1467267 
## Iteration 4 lambda =  -0.2286357 
## Iteration 5 lambda =  -0.2695902 
## Iteration 6 lambda =  -0.2900675 
## Iteration 7 lambda =  -0.3003061 
## Iteration 8 lambda =  -0.3054254 
## Iteration 9 lambda =  -0.3079851 
## Iteration 10 lambda =  -0.3092649 
## Iteration 11 lambda =  -0.3099048 
## Iteration 12 lambda =  -0.3102248 
## Iteration 13 lambda =  -0.3103848 
## Iteration 14 lambda =  -0.3104648 
## Iteration 15 lambda =  -0.3105048 
## Iteration 16 lambda =  -0.3105248 
## Iteration 17 lambda =  -0.3105348 
## Iteration 18 lambda =  -0.3105398 
## Iteration 19 lambda =  -0.3105423 
## Iteration 20 lambda =  -0.3105435 
## Iteration 21 lambda =  -0.3105441 
## Iteration 22 lambda =  -0.3105444 
## Iteration 23 lambda =  -0.3105446 
## Iteration 24 lambda =  -0.3105447 
## Iteration 1 lambda =  0.3301776 
## Iteration 2 lambda =  -0.004733597 
## Iteration 3 lambda =  -0.1721892 
## Iteration 4 lambda =  -0.255917 
## Iteration 5 lambda =  -0.2977809 
## Iteration 6 lambda =  -0.3187128 
## Iteration 7 lambda =  -0.3291788 
## Iteration 8 lambda =  -0.3344118 
## Iteration 9 lambda =  -0.3370283 
## Iteration 10 lambda =  -0.3383365 
## Iteration 11 lambda =  -0.3389907 
## Iteration 12 lambda =  -0.3393177 
## Iteration 13 lambda =  -0.3394813 
## Iteration 14 lambda =  -0.339563 
## Iteration 15 lambda =  -0.3396039 
## Iteration 16 lambda =  -0.3396244 
## Iteration 17 lambda =  -0.3396346 
## Iteration 18 lambda =  -0.3396397 
## Iteration 19 lambda =  -0.3396422 
## Iteration 20 lambda =  -0.3396435 
## Iteration 21 lambda =  -0.3396442 
## Iteration 22 lambda =  -0.3396445 
## Iteration 23 lambda =  -0.3396446 
## Iteration 24 lambda =  -0.3396447 
## Iteration 1 lambda =  0.3197896 
## Iteration 2 lambda =  -0.02031564 
## Iteration 3 lambda =  -0.1903683 
## Iteration 4 lambda =  -0.2753946 
## Iteration 5 lambda =  -0.3179077 
## Iteration 6 lambda =  -0.3391643 
## Iteration 7 lambda =  -0.3497926 
## Iteration 8 lambda =  -0.3551067 
## Iteration 9 lambda =  -0.3577638 
## Iteration 10 lambda =  -0.3590923 
## Iteration 11 lambda =  -0.3597566 
## Iteration 12 lambda =  -0.3600887 
## Iteration 13 lambda =  -0.3602548 
## Iteration 14 lambda =  -0.3603378 
## Iteration 15 lambda =  -0.3603793 
## Iteration 16 lambda =  -0.3604001 
## Iteration 17 lambda =  -0.3604105 
## Iteration 18 lambda =  -0.3604157 
## Iteration 19 lambda =  -0.3604183 
## Iteration 20 lambda =  -0.3604196 
## Iteration 21 lambda =  -0.3604202 
## Iteration 22 lambda =  -0.3604205 
## Iteration 23 lambda =  -0.3604207 
## Iteration 24 lambda =  -0.3604208 
## Iteration 1 lambda =  0.28433 
## Iteration 2 lambda =  -0.07350496 
## Iteration 3 lambda =  -0.2524225 
## Iteration 4 lambda =  -0.3418812 
## Iteration 5 lambda =  -0.3866106 
## Iteration 6 lambda =  -0.4089753 
## Iteration 7 lambda =  -0.4201576 
## Iteration 8 lambda =  -0.4257488 
## Iteration 9 lambda =  -0.4285444 
## Iteration 10 lambda =  -0.4299422 
## Iteration 11 lambda =  -0.430641 
## Iteration 12 lambda =  -0.4309905 
## Iteration 13 lambda =  -0.4311652 
## Iteration 14 lambda =  -0.4312526 
## Iteration 15 lambda =  -0.4312963 
## Iteration 16 lambda =  -0.4313181 
## Iteration 17 lambda =  -0.431329 
## Iteration 18 lambda =  -0.4313345 
## Iteration 19 lambda =  -0.4313372 
## Iteration 20 lambda =  -0.4313386 
## Iteration 21 lambda =  -0.4313393 
## Iteration 22 lambda =  -0.4313396 
## Iteration 23 lambda =  -0.4313398 
## Iteration 24 lambda =  -0.4313399 
## Iteration 1 lambda =  0.2671567 
## Iteration 2 lambda =  -0.09926499 
## Iteration 3 lambda =  -0.2824758 
## Iteration 4 lambda =  -0.3740812 
## Iteration 5 lambda =  -0.4198839 
## Iteration 6 lambda =  -0.4427853 
## Iteration 7 lambda =  -0.454236 
## Iteration 8 lambda =  -0.4599613 
## Iteration 9 lambda =  -0.462824 
## Iteration 10 lambda =  -0.4642553 
## Iteration 11 lambda =  -0.464971 
## Iteration 12 lambda =  -0.4653288 
## Iteration 13 lambda =  -0.4655077 
## Iteration 14 lambda =  -0.4655972 
## Iteration 15 lambda =  -0.4656419 
## Iteration 16 lambda =  -0.4656643 
## Iteration 17 lambda =  -0.4656755 
## Iteration 18 lambda =  -0.4656811 
## Iteration 19 lambda =  -0.4656839 
## Iteration 20 lambda =  -0.4656853 
## Iteration 21 lambda =  -0.465686 
## Iteration 22 lambda =  -0.4656863 
## Iteration 23 lambda =  -0.4656865 
## Iteration 24 lambda =  -0.4656866 
## Iteration 1 lambda =  0.3414326 
## Iteration 2 lambda =  0.01214886 
## Iteration 3 lambda =  -0.152493 
## Iteration 4 lambda =  -0.2348139 
## Iteration 5 lambda =  -0.2759744 
## Iteration 6 lambda =  -0.2965546 
## Iteration 7 lambda =  -0.3068447 
## Iteration 8 lambda =  -0.3119898 
## Iteration 9 lambda =  -0.3145623 
## Iteration 10 lambda =  -0.3158486 
## Iteration 11 lambda =  -0.3164917 
## Iteration 12 lambda =  -0.3168133 
## Iteration 13 lambda =  -0.3169741 
## Iteration 14 lambda =  -0.3170545 
## Iteration 15 lambda =  -0.3170947 
## Iteration 16 lambda =  -0.3171148 
## Iteration 17 lambda =  -0.3171248 
## Iteration 18 lambda =  -0.3171298 
## Iteration 19 lambda =  -0.3171323 
## Iteration 20 lambda =  -0.3171336 
## Iteration 21 lambda =  -0.3171342 
## Iteration 22 lambda =  -0.3171345 
## Iteration 23 lambda =  -0.3171347 
## Iteration 24 lambda =  -0.3171348 
## Iteration 1 lambda =  0.302228 
## Iteration 2 lambda =  -0.04665796 
## Iteration 3 lambda =  -0.221101 
## Iteration 4 lambda =  -0.3083225 
## Iteration 5 lambda =  -0.3519332 
## Iteration 6 lambda =  -0.3737386 
## Iteration 7 lambda =  -0.3846413 
## Iteration 8 lambda =  -0.3900926 
## Iteration 9 lambda =  -0.3928183 
## Iteration 10 lambda =  -0.3941811 
## Iteration 11 lambda =  -0.3948625 
## Iteration 12 lambda =  -0.3952032 
## Iteration 13 lambda =  -0.3953736 
## Iteration 14 lambda =  -0.3954588 
## Iteration 15 lambda =  -0.3955014 
## Iteration 16 lambda =  -0.3955227 
## Iteration 17 lambda =  -0.3955333 
## Iteration 18 lambda =  -0.3955386 
## Iteration 19 lambda =  -0.3955413 
## Iteration 20 lambda =  -0.3955426 
## Iteration 21 lambda =  -0.3955433 
## Iteration 22 lambda =  -0.3955436 
## Iteration 23 lambda =  -0.3955438 
## Iteration 24 lambda =  -0.3955439 
## Iteration 1 lambda =  0.3009195 
## Iteration 2 lambda =  -0.04862081 
## Iteration 3 lambda =  -0.2233909 
## Iteration 4 lambda =  -0.310776 
## Iteration 5 lambda =  -0.3544685 
## Iteration 6 lambda =  -0.3763148 
## Iteration 7 lambda =  -0.3872379 
## Iteration 8 lambda =  -0.3926995 
## Iteration 9 lambda =  -0.3954303 
## Iteration 10 lambda =  -0.3967957 
## Iteration 11 lambda =  -0.3974784 
## Iteration 12 lambda =  -0.3978197 
## Iteration 13 lambda =  -0.3979904 
## Iteration 14 lambda =  -0.3980757 
## Iteration 15 lambda =  -0.3981184 
## Iteration 16 lambda =  -0.3981397 
## Iteration 17 lambda =  -0.3981504 
## Iteration 18 lambda =  -0.3981557 
## Iteration 19 lambda =  -0.3981584 
## Iteration 20 lambda =  -0.3981597 
## Iteration 21 lambda =  -0.3981604 
## Iteration 22 lambda =  -0.3981607 
## Iteration 23 lambda =  -0.3981609 
## Iteration 24 lambda =  -0.398161 
## Iteration 1 lambda =  0.3431689 
## Iteration 2 lambda =  0.01475337 
## Iteration 3 lambda =  -0.1494544 
## Iteration 4 lambda =  -0.2315583 
## Iteration 5 lambda =  -0.2726102 
## Iteration 6 lambda =  -0.2931362 
## Iteration 7 lambda =  -0.3033992 
## Iteration 8 lambda =  -0.3085307 
## Iteration 9 lambda =  -0.3110964 
## Iteration 10 lambda =  -0.3123793 
## Iteration 11 lambda =  -0.3130207 
## Iteration 12 lambda =  -0.3133415 
## Iteration 13 lambda =  -0.3135018 
## Iteration 14 lambda =  -0.313582 
## Iteration 15 lambda =  -0.3136221 
## Iteration 16 lambda =  -0.3136421 
## Iteration 17 lambda =  -0.3136522 
## Iteration 18 lambda =  -0.3136572 
## Iteration 19 lambda =  -0.3136597 
## Iteration 20 lambda =  -0.3136609 
## Iteration 21 lambda =  -0.3136616 
## Iteration 22 lambda =  -0.3136619 
## Iteration 23 lambda =  -0.313662 
## Iteration 24 lambda =  -0.3136621 
## Iteration 1 lambda =  0.2825516 
## Iteration 2 lambda =  -0.07617261 
## Iteration 3 lambda =  -0.2555347 
## Iteration 4 lambda =  -0.3452158 
## Iteration 5 lambda =  -0.3900563 
## Iteration 6 lambda =  -0.4124766 
## Iteration 7 lambda =  -0.4236867 
## Iteration 8 lambda =  -0.4292918 
## Iteration 9 lambda =  -0.4320943 
## Iteration 10 lambda =  -0.4334956 
## Iteration 11 lambda =  -0.4341962 
## Iteration 12 lambda =  -0.4345465 
## Iteration 13 lambda =  -0.4347217 
## Iteration 14 lambda =  -0.4348092 
## Iteration 15 lambda =  -0.434853 
## Iteration 16 lambda =  -0.4348749 
## Iteration 17 lambda =  -0.4348859 
## Iteration 18 lambda =  -0.4348913 
## Iteration 19 lambda =  -0.4348941 
## Iteration 20 lambda =  -0.4348955 
## Iteration 21 lambda =  -0.4348961 
## Iteration 22 lambda =  -0.4348965 
## Iteration 23 lambda =  -0.4348966 
## Iteration 24 lambda =  -0.4348967 
## Iteration 1 lambda =  0.3112896 
## Iteration 2 lambda =  -0.03306566 
## Iteration 3 lambda =  -0.2052433 
## Iteration 4 lambda =  -0.2913321 
## Iteration 5 lambda =  -0.3343765 
## Iteration 6 lambda =  -0.3558987 
## Iteration 7 lambda =  -0.3666598 
## Iteration 8 lambda =  -0.3720403 
## Iteration 9 lambda =  -0.3747306 
## Iteration 10 lambda =  -0.3760757 
## Iteration 11 lambda =  -0.3767483 
## Iteration 12 lambda =  -0.3770846 
## Iteration 13 lambda =  -0.3772527 
## Iteration 14 lambda =  -0.3773368 
## Iteration 15 lambda =  -0.3773788 
## Iteration 16 lambda =  -0.3773999 
## Iteration 17 lambda =  -0.3774104 
## Iteration 18 lambda =  -0.3774156 
## Iteration 19 lambda =  -0.3774183 
## Iteration 20 lambda =  -0.3774196 
## Iteration 21 lambda =  -0.3774202 
## Iteration 22 lambda =  -0.3774206 
## Iteration 23 lambda =  -0.3774207 
## Iteration 24 lambda =  -0.3774208 
## Iteration 1 lambda =  0.3107631 
## Iteration 2 lambda =  -0.03385533 
## Iteration 3 lambda =  -0.2061646 
## Iteration 4 lambda =  -0.2923192 
## Iteration 5 lambda =  -0.3353965 
## Iteration 6 lambda =  -0.3569351 
## Iteration 7 lambda =  -0.3677045 
## Iteration 8 lambda =  -0.3730891 
## Iteration 9 lambda =  -0.3757814 
## Iteration 10 lambda =  -0.3771276 
## Iteration 11 lambda =  -0.3778007 
## Iteration 12 lambda =  -0.3781372 
## Iteration 13 lambda =  -0.3783055 
## Iteration 14 lambda =  -0.3783896 
## Iteration 15 lambda =  -0.3784317 
## Iteration 16 lambda =  -0.3784527 
## Iteration 17 lambda =  -0.3784633 
## Iteration 18 lambda =  -0.3784685 
## Iteration 19 lambda =  -0.3784711 
## Iteration 20 lambda =  -0.3784725 
## Iteration 21 lambda =  -0.3784731 
## Iteration 22 lambda =  -0.3784734 
## Iteration 23 lambda =  -0.3784736 
## Iteration 24 lambda =  -0.3784737 
## Iteration 1 lambda =  0.277945 
## Iteration 2 lambda =  -0.08308248 
## Iteration 3 lambda =  -0.2635962 
## Iteration 4 lambda =  -0.3538531 
## Iteration 5 lambda =  -0.3989815 
## Iteration 6 lambda =  -0.4215457 
## Iteration 7 lambda =  -0.4328279 
## Iteration 8 lambda =  -0.4384689 
## Iteration 9 lambda =  -0.4412894 
## Iteration 10 lambda =  -0.4426997 
## Iteration 11 lambda =  -0.4434048 
## Iteration 12 lambda =  -0.4437574 
## Iteration 13 lambda =  -0.4439337 
## Iteration 14 lambda =  -0.4440218 
## Iteration 15 lambda =  -0.4440659 
## Iteration 16 lambda =  -0.4440879 
## Iteration 17 lambda =  -0.444099 
## Iteration 18 lambda =  -0.4441045 
## Iteration 19 lambda =  -0.4441072 
## Iteration 20 lambda =  -0.4441086 
## Iteration 21 lambda =  -0.4441093 
## Iteration 22 lambda =  -0.4441096 
## Iteration 23 lambda =  -0.4441098 
## Iteration 24 lambda =  -0.4441099 
## Iteration 1 lambda =  0.2890832 
## Iteration 2 lambda =  -0.06637515 
## Iteration 3 lambda =  -0.2441043 
## Iteration 4 lambda =  -0.3329689 
## Iteration 5 lambda =  -0.3774012 
## Iteration 6 lambda =  -0.3996174 
## Iteration 7 lambda =  -0.4107255 
## Iteration 8 lambda =  -0.4162795 
## Iteration 9 lambda =  -0.4190565 
## Iteration 10 lambda =  -0.420445 
## Iteration 11 lambda =  -0.4211393 
## Iteration 12 lambda =  -0.4214864 
## Iteration 13 lambda =  -0.42166 
## Iteration 14 lambda =  -0.4217467 
## Iteration 15 lambda =  -0.4217901 
## Iteration 16 lambda =  -0.4218118 
## Iteration 17 lambda =  -0.4218227 
## Iteration 18 lambda =  -0.4218281 
## Iteration 19 lambda =  -0.4218308 
## Iteration 20 lambda =  -0.4218322 
## Iteration 21 lambda =  -0.4218329 
## Iteration 22 lambda =  -0.4218332 
## Iteration 23 lambda =  -0.4218334 
## Iteration 24 lambda =  -0.4218334 
## Iteration 1 lambda =  0.2911553 
## Iteration 2 lambda =  -0.06326706 
## Iteration 3 lambda =  -0.2404782 
## Iteration 4 lambda =  -0.3290838 
## Iteration 5 lambda =  -0.3733866 
## Iteration 6 lambda =  -0.395538 
## Iteration 7 lambda =  -0.4066137 
## Iteration 8 lambda =  -0.4121516 
## Iteration 9 lambda =  -0.4149205 
## Iteration 10 lambda =  -0.416305 
## Iteration 11 lambda =  -0.4169972 
## Iteration 12 lambda =  -0.4173433 
## Iteration 13 lambda =  -0.4175164 
## Iteration 14 lambda =  -0.4176029 
## Iteration 15 lambda =  -0.4176462 
## Iteration 16 lambda =  -0.4176678 
## Iteration 17 lambda =  -0.4176786 
## Iteration 18 lambda =  -0.417684 
## Iteration 19 lambda =  -0.4176867 
## Iteration 20 lambda =  -0.4176881 
## Iteration 21 lambda =  -0.4176887 
## Iteration 22 lambda =  -0.4176891 
## Iteration 23 lambda =  -0.4176892 
## Iteration 24 lambda =  -0.4176893 
## Iteration 1 lambda =  0.272936 
## Iteration 2 lambda =  -0.09059596 
## Iteration 3 lambda =  -0.2723619 
## Iteration 4 lambda =  -0.3632449 
## Iteration 5 lambda =  -0.4086864 
## Iteration 6 lambda =  -0.4314072 
## Iteration 7 lambda =  -0.4427676 
## Iteration 8 lambda =  -0.4484478 
## Iteration 9 lambda =  -0.4512878 
## Iteration 10 lambda =  -0.4527079 
## Iteration 11 lambda =  -0.4534179 
## Iteration 12 lambda =  -0.4537729 
## Iteration 13 lambda =  -0.4539504 
## Iteration 14 lambda =  -0.4540392 
## Iteration 15 lambda =  -0.4540836 
## Iteration 16 lambda =  -0.4541058 
## Iteration 17 lambda =  -0.4541168 
## Iteration 18 lambda =  -0.4541224 
## Iteration 19 lambda =  -0.4541252 
## Iteration 20 lambda =  -0.4541266 
## Iteration 21 lambda =  -0.4541272 
## Iteration 22 lambda =  -0.4541276 
## Iteration 23 lambda =  -0.4541278 
## Iteration 24 lambda =  -0.4541279 
## Iteration 1 lambda =  0.3015368 
## Iteration 2 lambda =  -0.04769474 
## Iteration 3 lambda =  -0.2223105 
## Iteration 4 lambda =  -0.3096184 
## Iteration 5 lambda =  -0.3532724 
## Iteration 6 lambda =  -0.3750994 
## Iteration 7 lambda =  -0.3860128 
## Iteration 8 lambda =  -0.3914696 
## Iteration 9 lambda =  -0.394198 
## Iteration 10 lambda =  -0.3955621 
## Iteration 11 lambda =  -0.3962442 
## Iteration 12 lambda =  -0.3965853 
## Iteration 13 lambda =  -0.3967558 
## Iteration 14 lambda =  -0.3968411 
## Iteration 15 lambda =  -0.3968837 
## Iteration 16 lambda =  -0.396905 
## Iteration 17 lambda =  -0.3969157 
## Iteration 18 lambda =  -0.396921 
## Iteration 19 lambda =  -0.3969237 
## Iteration 20 lambda =  -0.396925 
## Iteration 21 lambda =  -0.3969257 
## Iteration 22 lambda =  -0.396926 
## Iteration 23 lambda =  -0.3969262 
## Iteration 24 lambda =  -0.3969262 
## Iteration 1 lambda =  0.3460413 
## Iteration 2 lambda =  0.01906199 
## Iteration 3 lambda =  -0.1444277 
## Iteration 4 lambda =  -0.2261725 
## Iteration 5 lambda =  -0.2670449 
## Iteration 6 lambda =  -0.2874811 
## Iteration 7 lambda =  -0.2976992 
## Iteration 8 lambda =  -0.3028083 
## Iteration 9 lambda =  -0.3053628 
## Iteration 10 lambda =  -0.3066401 
## Iteration 11 lambda =  -0.3072787 
## Iteration 12 lambda =  -0.307598 
## Iteration 13 lambda =  -0.3077577 
## Iteration 14 lambda =  -0.3078375 
## Iteration 15 lambda =  -0.3078774 
## Iteration 16 lambda =  -0.3078974 
## Iteration 17 lambda =  -0.3079074 
## Iteration 18 lambda =  -0.3079124 
## Iteration 19 lambda =  -0.3079149 
## Iteration 20 lambda =  -0.3079161 
## Iteration 21 lambda =  -0.3079167 
## Iteration 22 lambda =  -0.307917 
## Iteration 23 lambda =  -0.3079172 
## Iteration 24 lambda =  -0.3079173 
## Iteration 1 lambda =  0.3289096 
## Iteration 2 lambda =  -0.00663556 
## Iteration 3 lambda =  -0.1744082 
## Iteration 4 lambda =  -0.2582944 
## Iteration 5 lambda =  -0.3002376 
## Iteration 6 lambda =  -0.3212092 
## Iteration 7 lambda =  -0.331695 
## Iteration 8 lambda =  -0.3369379 
## Iteration 9 lambda =  -0.3395593 
## Iteration 10 lambda =  -0.34087 
## Iteration 11 lambda =  -0.3415254 
## Iteration 12 lambda =  -0.3418531 
## Iteration 13 lambda =  -0.3420169 
## Iteration 14 lambda =  -0.3420988 
## Iteration 15 lambda =  -0.3421398 
## Iteration 16 lambda =  -0.3421603 
## Iteration 17 lambda =  -0.3421705 
## Iteration 18 lambda =  -0.3421756 
## Iteration 19 lambda =  -0.3421782 
## Iteration 20 lambda =  -0.3421795 
## Iteration 21 lambda =  -0.3421801 
## Iteration 22 lambda =  -0.3421804 
## Iteration 23 lambda =  -0.3421806 
## Iteration 24 lambda =  -0.3421807 
## Iteration 1 lambda =  0.2883266 
## Iteration 2 lambda =  -0.06751006 
## Iteration 3 lambda =  -0.2454284 
## Iteration 4 lambda =  -0.3343876 
## Iteration 5 lambda =  -0.3788672 
## Iteration 6 lambda =  -0.401107 
## Iteration 7 lambda =  -0.4122269 
## Iteration 8 lambda =  -0.4177868 
## Iteration 9 lambda =  -0.4205668 
## Iteration 10 lambda =  -0.4219568 
## Iteration 11 lambda =  -0.4226518 
## Iteration 12 lambda =  -0.4229993 
## Iteration 13 lambda =  -0.423173 
## Iteration 14 lambda =  -0.4232599 
## Iteration 15 lambda =  -0.4233033 
## Iteration 16 lambda =  -0.423325 
## Iteration 17 lambda =  -0.4233359 
## Iteration 18 lambda =  -0.4233413 
## Iteration 19 lambda =  -0.423344 
## Iteration 20 lambda =  -0.4233454 
## Iteration 21 lambda =  -0.4233461 
## Iteration 22 lambda =  -0.4233464 
## Iteration 23 lambda =  -0.4233466 
## Iteration 24 lambda =  -0.4233467 
## Iteration 1 lambda =  0.2957509 
## Iteration 2 lambda =  -0.0563737 
## Iteration 3 lambda =  -0.232436 
## Iteration 4 lambda =  -0.3204671 
## Iteration 5 lambda =  -0.3644827 
## Iteration 6 lambda =  -0.3864905 
## Iteration 7 lambda =  -0.3974944 
## Iteration 8 lambda =  -0.4029963 
## Iteration 9 lambda =  -0.4057473 
## Iteration 10 lambda =  -0.4071228 
## Iteration 11 lambda =  -0.4078105 
## Iteration 12 lambda =  -0.4081544 
## Iteration 13 lambda =  -0.4083263 
## Iteration 14 lambda =  -0.4084123 
## Iteration 15 lambda =  -0.4084553 
## Iteration 16 lambda =  -0.4084768 
## Iteration 17 lambda =  -0.4084875 
## Iteration 18 lambda =  -0.4084929 
## Iteration 19 lambda =  -0.4084956 
## Iteration 20 lambda =  -0.4084969 
## Iteration 21 lambda =  -0.4084976 
## Iteration 22 lambda =  -0.4084979 
## Iteration 23 lambda =  -0.4084981 
## Iteration 24 lambda =  -0.4084982 
## Iteration 1 lambda =  0.3193092 
## Iteration 2 lambda =  -0.0210362 
## Iteration 3 lambda =  -0.1912089 
## Iteration 4 lambda =  -0.2762952 
## Iteration 5 lambda =  -0.3188384 
## Iteration 6 lambda =  -0.34011 
## Iteration 7 lambda =  -0.3507458 
## Iteration 8 lambda =  -0.3560637 
## Iteration 9 lambda =  -0.3587226 
## Iteration 10 lambda =  -0.3600521 
## Iteration 11 lambda =  -0.3607169 
## Iteration 12 lambda =  -0.3610492 
## Iteration 13 lambda =  -0.3612154 
## Iteration 14 lambda =  -0.3612985 
## Iteration 15 lambda =  -0.3613401 
## Iteration 16 lambda =  -0.3613608 
## Iteration 17 lambda =  -0.3613712 
## Iteration 18 lambda =  -0.3613764 
## Iteration 19 lambda =  -0.361379 
## Iteration 20 lambda =  -0.3613803 
## Iteration 21 lambda =  -0.3613809 
## Iteration 22 lambda =  -0.3613813 
## Iteration 23 lambda =  -0.3613814 
## Iteration 24 lambda =  -0.3613815 
## Iteration 1 lambda =  0.301667 
## Iteration 2 lambda =  -0.0474995 
## Iteration 3 lambda =  -0.2220828 
## Iteration 4 lambda =  -0.3093744 
## Iteration 5 lambda =  -0.3530202 
## Iteration 6 lambda =  -0.3748431 
## Iteration 7 lambda =  -0.3857545 
## Iteration 8 lambda =  -0.3912103 
## Iteration 9 lambda =  -0.3939381 
## Iteration 10 lambda =  -0.3953021 
## Iteration 11 lambda =  -0.395984 
## Iteration 12 lambda =  -0.396325 
## Iteration 13 lambda =  -0.3964955 
## Iteration 14 lambda =  -0.3965808 
## Iteration 15 lambda =  -0.3966234 
## Iteration 16 lambda =  -0.3966447 
## Iteration 17 lambda =  -0.3966553 
## Iteration 18 lambda =  -0.3966607 
## Iteration 19 lambda =  -0.3966633 
## Iteration 20 lambda =  -0.3966647 
## Iteration 21 lambda =  -0.3966653 
## Iteration 22 lambda =  -0.3966657 
## Iteration 23 lambda =  -0.3966658 
## Iteration 24 lambda =  -0.3966659 
## Iteration 1 lambda =  0.327094 
## Iteration 2 lambda =  -0.009359054 
## Iteration 3 lambda =  -0.1775856 
## Iteration 4 lambda =  -0.2616988 
## Iteration 5 lambda =  -0.3037554 
## Iteration 6 lambda =  -0.3247838 
## Iteration 7 lambda =  -0.3352979 
## Iteration 8 lambda =  -0.340555 
## Iteration 9 lambda =  -0.3431835 
## Iteration 10 lambda =  -0.3444978 
## Iteration 11 lambda =  -0.3451549 
## Iteration 12 lambda =  -0.3454835 
## Iteration 13 lambda =  -0.3456478 
## Iteration 14 lambda =  -0.3457299 
## Iteration 15 lambda =  -0.345771 
## Iteration 16 lambda =  -0.3457915 
## Iteration 17 lambda =  -0.3458018 
## Iteration 18 lambda =  -0.3458069 
## Iteration 19 lambda =  -0.3458095 
## Iteration 20 lambda =  -0.3458108 
## Iteration 21 lambda =  -0.3458114 
## Iteration 22 lambda =  -0.3458118 
## Iteration 23 lambda =  -0.3458119 
## Iteration 24 lambda =  -0.345812 
## Iteration 1 lambda =  0.2980274 
## Iteration 2 lambda =  -0.05295891 
## Iteration 3 lambda =  -0.2284521 
## Iteration 4 lambda =  -0.3161986 
## Iteration 5 lambda =  -0.3600719 
## Iteration 6 lambda =  -0.3820086 
## Iteration 7 lambda =  -0.3929769 
## Iteration 8 lambda =  -0.398461 
## Iteration 9 lambda =  -0.4012031 
## Iteration 10 lambda =  -0.4025742 
## Iteration 11 lambda =  -0.4032597 
## Iteration 12 lambda =  -0.4036024 
## Iteration 13 lambda =  -0.4037738 
## Iteration 14 lambda =  -0.4038595 
## Iteration 15 lambda =  -0.4039024 
## Iteration 16 lambda =  -0.4039238 
## Iteration 17 lambda =  -0.4039345 
## Iteration 18 lambda =  -0.4039399 
## Iteration 19 lambda =  -0.4039425 
## Iteration 20 lambda =  -0.4039439 
## Iteration 21 lambda =  -0.4039445 
## Iteration 22 lambda =  -0.4039449 
## Iteration 23 lambda =  -0.403945 
## Iteration 24 lambda =  -0.4039451 
## Iteration 1 lambda =  0.290868 
## Iteration 2 lambda =  -0.06369801 
## Iteration 3 lambda =  -0.240981 
## Iteration 4 lambda =  -0.3296225 
## Iteration 5 lambda =  -0.3739433 
## Iteration 6 lambda =  -0.3961036 
## Iteration 7 lambda =  -0.4071838 
## Iteration 8 lambda =  -0.4127239 
## Iteration 9 lambda =  -0.415494 
## Iteration 10 lambda =  -0.416879 
## Iteration 11 lambda =  -0.4175715 
## Iteration 12 lambda =  -0.4179178 
## Iteration 13 lambda =  -0.4180909 
## Iteration 14 lambda =  -0.4181774 
## Iteration 15 lambda =  -0.4182207 
## Iteration 16 lambda =  -0.4182424 
## Iteration 17 lambda =  -0.4182532 
## Iteration 18 lambda =  -0.4182586 
## Iteration 19 lambda =  -0.4182613 
## Iteration 20 lambda =  -0.4182627 
## Iteration 21 lambda =  -0.4182633 
## Iteration 22 lambda =  -0.4182637 
## Iteration 23 lambda =  -0.4182638 
## Iteration 24 lambda =  -0.4182639 
## Iteration 1 lambda =  0.3047447 
## Iteration 2 lambda =  -0.04288297 
## Iteration 3 lambda =  -0.2166968 
## Iteration 4 lambda =  -0.3036037 
## Iteration 5 lambda =  -0.3470572 
## Iteration 6 lambda =  -0.3687839 
## Iteration 7 lambda =  -0.3796473 
## Iteration 8 lambda =  -0.3850789 
## Iteration 9 lambda =  -0.3877948 
## Iteration 10 lambda =  -0.3891527 
## Iteration 11 lambda =  -0.3898317 
## Iteration 12 lambda =  -0.3901711 
## Iteration 13 lambda =  -0.3903409 
## Iteration 14 lambda =  -0.3904258 
## Iteration 15 lambda =  -0.3904682 
## Iteration 16 lambda =  -0.3904894 
## Iteration 17 lambda =  -0.3905 
## Iteration 18 lambda =  -0.3905053 
## Iteration 19 lambda =  -0.390508 
## Iteration 20 lambda =  -0.3905093 
## Iteration 21 lambda =  -0.39051 
## Iteration 22 lambda =  -0.3905103 
## Iteration 23 lambda =  -0.3905105 
## Iteration 24 lambda =  -0.3905105 
## Iteration 1 lambda =  0.3009306 
## Iteration 2 lambda =  -0.04860411 
## Iteration 3 lambda =  -0.2233715 
## Iteration 4 lambda =  -0.3107551 
## Iteration 5 lambda =  -0.354447 
## Iteration 6 lambda =  -0.3762929 
## Iteration 7 lambda =  -0.3872159 
## Iteration 8 lambda =  -0.3926773 
## Iteration 9 lambda =  -0.3954081 
## Iteration 10 lambda =  -0.3967734 
## Iteration 11 lambda =  -0.3974561 
## Iteration 12 lambda =  -0.3977975 
## Iteration 13 lambda =  -0.3979681 
## Iteration 14 lambda =  -0.3980535 
## Iteration 15 lambda =  -0.3980961 
## Iteration 16 lambda =  -0.3981175 
## Iteration 17 lambda =  -0.3981281 
## Iteration 18 lambda =  -0.3981335 
## Iteration 19 lambda =  -0.3981361 
## Iteration 20 lambda =  -0.3981375 
## Iteration 21 lambda =  -0.3981381 
## Iteration 22 lambda =  -0.3981385 
## Iteration 23 lambda =  -0.3981386 
## Iteration 24 lambda =  -0.3981387 
## Iteration 1 lambda =  0.3144376 
## Iteration 2 lambda =  -0.02834363 
## Iteration 3 lambda =  -0.1997342 
## Iteration 4 lambda =  -0.2854295 
## Iteration 5 lambda =  -0.3282772 
## Iteration 6 lambda =  -0.349701 
## Iteration 7 lambda =  -0.3604129 
## Iteration 8 lambda =  -0.3657689 
## Iteration 9 lambda =  -0.3684469 
## Iteration 10 lambda =  -0.3697859 
## Iteration 11 lambda =  -0.3704553 
## Iteration 12 lambda =  -0.3707901 
## Iteration 13 lambda =  -0.3709575 
## Iteration 14 lambda =  -0.3710412 
## Iteration 15 lambda =  -0.371083 
## Iteration 16 lambda =  -0.3711039 
## Iteration 17 lambda =  -0.3711144 
## Iteration 18 lambda =  -0.3711196 
## Iteration 19 lambda =  -0.3711222 
## Iteration 20 lambda =  -0.3711235 
## Iteration 21 lambda =  -0.3711242 
## Iteration 22 lambda =  -0.3711245 
## Iteration 23 lambda =  -0.3711247 
## Iteration 24 lambda =  -0.3711248 
## Iteration 1 lambda =  0.3350355 
## Iteration 2 lambda =  0.002553255 
## Iteration 3 lambda =  -0.1636879 
## Iteration 4 lambda =  -0.2468084 
## Iteration 5 lambda =  -0.2883687 
## Iteration 6 lambda =  -0.3091489 
## Iteration 7 lambda =  -0.3195389 
## Iteration 8 lambda =  -0.324734 
## Iteration 9 lambda =  -0.3273315 
## Iteration 10 lambda =  -0.3286302 
## Iteration 11 lambda =  -0.3292796 
## Iteration 12 lambda =  -0.3296043 
## Iteration 13 lambda =  -0.3297666 
## Iteration 14 lambda =  -0.3298478 
## Iteration 15 lambda =  -0.3298884 
## Iteration 16 lambda =  -0.3299087 
## Iteration 17 lambda =  -0.3299188 
## Iteration 18 lambda =  -0.3299239 
## Iteration 19 lambda =  -0.3299265 
## Iteration 20 lambda =  -0.3299277 
## Iteration 21 lambda =  -0.3299284 
## Iteration 22 lambda =  -0.3299287 
## Iteration 23 lambda =  -0.3299288 
## Iteration 24 lambda =  -0.3299289 
## Iteration 1 lambda =  0.2797129 
## Iteration 2 lambda =  -0.0804306 
## Iteration 3 lambda =  -0.2605024 
## Iteration 4 lambda =  -0.3505383 
## Iteration 5 lambda =  -0.3955562 
## Iteration 6 lambda =  -0.4180652 
## Iteration 7 lambda =  -0.4293197 
## Iteration 8 lambda =  -0.4349469 
## Iteration 9 lambda =  -0.4377605 
## Iteration 10 lambda =  -0.4391673 
## Iteration 11 lambda =  -0.4398707 
## Iteration 12 lambda =  -0.4402224 
## Iteration 13 lambda =  -0.4403983 
## Iteration 14 lambda =  -0.4404862 
## Iteration 15 lambda =  -0.4405302 
## Iteration 16 lambda =  -0.4405522 
## Iteration 17 lambda =  -0.4405631 
## Iteration 18 lambda =  -0.4405686 
## Iteration 19 lambda =  -0.4405714 
## Iteration 20 lambda =  -0.4405728 
## Iteration 21 lambda =  -0.4405735 
## Iteration 22 lambda =  -0.4405738 
## Iteration 23 lambda =  -0.440574 
## Iteration 24 lambda =  -0.4405741 
## Iteration 1 lambda =  0.2884029 
## Iteration 2 lambda =  -0.06739566 
## Iteration 3 lambda =  -0.2452949 
## Iteration 4 lambda =  -0.3342446 
## Iteration 5 lambda =  -0.3787194 
## Iteration 6 lambda =  -0.4009568 
## Iteration 7 lambda =  -0.4120755 
## Iteration 8 lambda =  -0.4176349 
## Iteration 9 lambda =  -0.4204145 
## Iteration 10 lambda =  -0.4218044 
## Iteration 11 lambda =  -0.4224993 
## Iteration 12 lambda =  -0.4228468 
## Iteration 13 lambda =  -0.4230205 
## Iteration 14 lambda =  -0.4231073 
## Iteration 15 lambda =  -0.4231508 
## Iteration 16 lambda =  -0.4231725 
## Iteration 17 lambda =  -0.4231834 
## Iteration 18 lambda =  -0.4231888 
## Iteration 19 lambda =  -0.4231915 
## Iteration 20 lambda =  -0.4231929 
## Iteration 21 lambda =  -0.4231935 
## Iteration 22 lambda =  -0.4231939 
## Iteration 23 lambda =  -0.423194 
## Iteration 24 lambda =  -0.4231941 
## Iteration 1 lambda =  0.2797622 
## Iteration 2 lambda =  -0.08035666 
## Iteration 3 lambda =  -0.2604161 
## Iteration 4 lambda =  -0.3504458 
## Iteration 5 lambda =  -0.3954607 
## Iteration 6 lambda =  -0.4179681 
## Iteration 7 lambda =  -0.4292218 
## Iteration 8 lambda =  -0.4348487 
## Iteration 9 lambda =  -0.4376621 
## Iteration 10 lambda =  -0.4390688 
## Iteration 11 lambda =  -0.4397722 
## Iteration 12 lambda =  -0.4401239 
## Iteration 13 lambda =  -0.4402997 
## Iteration 14 lambda =  -0.4403876 
## Iteration 15 lambda =  -0.4404316 
## Iteration 16 lambda =  -0.4404536 
## Iteration 17 lambda =  -0.4404646 
## Iteration 18 lambda =  -0.44047 
## Iteration 19 lambda =  -0.4404728 
## Iteration 20 lambda =  -0.4404742 
## Iteration 21 lambda =  -0.4404749 
## Iteration 22 lambda =  -0.4404752 
## Iteration 23 lambda =  -0.4404754 
## Iteration 24 lambda =  -0.4404755 
## Iteration 1 lambda =  0.2804273 
## Iteration 2 lambda =  -0.07935905 
## Iteration 3 lambda =  -0.2592522 
## Iteration 4 lambda =  -0.3491988 
## Iteration 5 lambda =  -0.3941721 
## Iteration 6 lambda =  -0.4166587 
## Iteration 7 lambda =  -0.4279021 
## Iteration 8 lambda =  -0.4335237 
## Iteration 9 lambda =  -0.4363346 
## Iteration 10 lambda =  -0.43774 
## Iteration 11 lambda =  -0.4384427 
## Iteration 12 lambda =  -0.438794 
## Iteration 13 lambda =  -0.4389697 
## Iteration 14 lambda =  -0.4390576 
## Iteration 15 lambda =  -0.4391015 
## Iteration 16 lambda =  -0.4391234 
## Iteration 17 lambda =  -0.4391344 
## Iteration 18 lambda =  -0.4391399 
## Iteration 19 lambda =  -0.4391426 
## Iteration 20 lambda =  -0.439144 
## Iteration 21 lambda =  -0.4391447 
## Iteration 22 lambda =  -0.4391451 
## Iteration 23 lambda =  -0.4391452 
## Iteration 24 lambda =  -0.4391453 
## Iteration 1 lambda =  0.3059731 
## Iteration 2 lambda =  -0.04104038 
## Iteration 3 lambda =  -0.2145471 
## Iteration 4 lambda =  -0.3013005 
## Iteration 5 lambda =  -0.3446772 
## Iteration 6 lambda =  -0.3663655 
## Iteration 7 lambda =  -0.3772097 
## Iteration 8 lambda =  -0.3826318 
## Iteration 9 lambda =  -0.3853428 
## Iteration 10 lambda =  -0.3866983 
## Iteration 11 lambda =  -0.3873761 
## Iteration 12 lambda =  -0.387715 
## Iteration 13 lambda =  -0.3878844 
## Iteration 14 lambda =  -0.3879691 
## Iteration 15 lambda =  -0.3880115 
## Iteration 16 lambda =  -0.3880327 
## Iteration 17 lambda =  -0.3880433 
## Iteration 18 lambda =  -0.3880485 
## Iteration 19 lambda =  -0.3880512 
## Iteration 20 lambda =  -0.3880525 
## Iteration 21 lambda =  -0.3880532 
## Iteration 22 lambda =  -0.3880535 
## Iteration 23 lambda =  -0.3880537 
## Iteration 24 lambda =  -0.3880538 
## Iteration 1 lambda =  0.3134765 
## Iteration 2 lambda =  -0.02978524 
## Iteration 3 lambda =  -0.2014161 
## Iteration 4 lambda =  -0.2872316 
## Iteration 5 lambda =  -0.3301393 
## Iteration 6 lambda =  -0.3515931 
## Iteration 7 lambda =  -0.3623201 
## Iteration 8 lambda =  -0.3676835 
## Iteration 9 lambda =  -0.3703653 
## Iteration 10 lambda =  -0.3717061 
## Iteration 11 lambda =  -0.3723766 
## Iteration 12 lambda =  -0.3727118 
## Iteration 13 lambda =  -0.3728794 
## Iteration 14 lambda =  -0.3729632 
## Iteration 15 lambda =  -0.3730051 
## Iteration 16 lambda =  -0.373026 
## Iteration 17 lambda =  -0.3730365 
## Iteration 18 lambda =  -0.3730418 
## Iteration 19 lambda =  -0.3730444 
## Iteration 20 lambda =  -0.3730457 
## Iteration 21 lambda =  -0.3730463 
## Iteration 22 lambda =  -0.3730467 
## Iteration 23 lambda =  -0.3730468 
## Iteration 24 lambda =  -0.3730469 
## Iteration 1 lambda =  0.2898016 
## Iteration 2 lambda =  -0.06529756 
## Iteration 3 lambda =  -0.2428472 
## Iteration 4 lambda =  -0.331622 
## Iteration 5 lambda =  -0.3760094 
## Iteration 6 lambda =  -0.3982031 
## Iteration 7 lambda =  -0.4092999 
## Iteration 8 lambda =  -0.4148483 
## Iteration 9 lambda =  -0.4176225 
## Iteration 10 lambda =  -0.4190096 
## Iteration 11 lambda =  -0.4197032 
## Iteration 12 lambda =  -0.42005 
## Iteration 13 lambda =  -0.4202234 
## Iteration 14 lambda =  -0.4203101 
## Iteration 15 lambda =  -0.4203534 
## Iteration 16 lambda =  -0.4203751 
## Iteration 17 lambda =  -0.4203859 
## Iteration 18 lambda =  -0.4203913 
## Iteration 19 lambda =  -0.420394 
## Iteration 20 lambda =  -0.4203954 
## Iteration 21 lambda =  -0.4203961 
## Iteration 22 lambda =  -0.4203964 
## Iteration 23 lambda =  -0.4203966 
## Iteration 24 lambda =  -0.4203967 
## Iteration 1 lambda =  0.3320717 
## Iteration 2 lambda =  -0.001892417 
## Iteration 3 lambda =  -0.1688745 
## Iteration 4 lambda =  -0.2523655 
## Iteration 5 lambda =  -0.294111 
## Iteration 6 lambda =  -0.3149838 
## Iteration 7 lambda =  -0.3254202 
## Iteration 8 lambda =  -0.3306384 
## Iteration 9 lambda =  -0.3332475 
## Iteration 10 lambda =  -0.334552 
## Iteration 11 lambda =  -0.3352043 
## Iteration 12 lambda =  -0.3355304 
## Iteration 13 lambda =  -0.3356935 
## Iteration 14 lambda =  -0.335775 
## Iteration 15 lambda =  -0.3358158 
## Iteration 16 lambda =  -0.3358362 
## Iteration 17 lambda =  -0.3358464 
## Iteration 18 lambda =  -0.3358515 
## Iteration 19 lambda =  -0.335854 
## Iteration 20 lambda =  -0.3358553 
## Iteration 21 lambda =  -0.3358559 
## Iteration 22 lambda =  -0.3358562 
## Iteration 23 lambda =  -0.3358564 
## Iteration 24 lambda =  -0.3358565 
## Iteration 1 lambda =  0.3116078 
## Iteration 2 lambda =  -0.03258834 
## Iteration 3 lambda =  -0.2046864 
## Iteration 4 lambda =  -0.2907354 
## Iteration 5 lambda =  -0.3337599 
## Iteration 6 lambda =  -0.3552722 
## Iteration 7 lambda =  -0.3660283 
## Iteration 8 lambda =  -0.3714064 
## Iteration 9 lambda =  -0.3740954 
## Iteration 10 lambda =  -0.3754399 
## Iteration 11 lambda =  -0.3761122 
## Iteration 12 lambda =  -0.3764483 
## Iteration 13 lambda =  -0.3766164 
## Iteration 14 lambda =  -0.3767004 
## Iteration 15 lambda =  -0.3767424 
## Iteration 16 lambda =  -0.3767634 
## Iteration 17 lambda =  -0.3767739 
## Iteration 18 lambda =  -0.3767792 
## Iteration 19 lambda =  -0.3767818 
## Iteration 20 lambda =  -0.3767831 
## Iteration 21 lambda =  -0.3767838 
## Iteration 22 lambda =  -0.3767841 
## Iteration 23 lambda =  -0.3767843 
## Iteration 24 lambda =  -0.3767844 
## Iteration 1 lambda =  0.2945215 
## Iteration 2 lambda =  -0.05821771 
## Iteration 3 lambda =  -0.2345873 
## Iteration 4 lambda =  -0.3227721 
## Iteration 5 lambda =  -0.3668645 
## Iteration 6 lambda =  -0.3889107 
## Iteration 7 lambda =  -0.3999338 
## Iteration 8 lambda =  -0.4054454 
## Iteration 9 lambda =  -0.4082012 
## Iteration 10 lambda =  -0.4095791 
## Iteration 11 lambda =  -0.410268 
## Iteration 12 lambda =  -0.4106125 
## Iteration 13 lambda =  -0.4107847 
## Iteration 14 lambda =  -0.4108708 
## Iteration 15 lambda =  -0.4109139 
## Iteration 16 lambda =  -0.4109354 
## Iteration 17 lambda =  -0.4109462 
## Iteration 18 lambda =  -0.4109516 
## Iteration 19 lambda =  -0.4109543 
## Iteration 20 lambda =  -0.4109556 
## Iteration 21 lambda =  -0.4109563 
## Iteration 22 lambda =  -0.4109566 
## Iteration 23 lambda =  -0.4109568 
## Iteration 24 lambda =  -0.4109569 
## Iteration 1 lambda =  0.3184693 
## Iteration 2 lambda =  -0.022296 
## Iteration 3 lambda =  -0.1926787 
## Iteration 4 lambda =  -0.27787 
## Iteration 5 lambda =  -0.3204657 
## Iteration 6 lambda =  -0.3417635 
## Iteration 7 lambda =  -0.3524124 
## Iteration 8 lambda =  -0.3577369 
## Iteration 9 lambda =  -0.3603991 
## Iteration 10 lambda =  -0.3617302 
## Iteration 11 lambda =  -0.3623958 
## Iteration 12 lambda =  -0.3627286 
## Iteration 13 lambda =  -0.3628949 
## Iteration 14 lambda =  -0.3629781 
## Iteration 15 lambda =  -0.3630197 
## Iteration 16 lambda =  -0.3630405 
## Iteration 17 lambda =  -0.3630509 
## Iteration 18 lambda =  -0.3630561 
## Iteration 19 lambda =  -0.3630587 
## Iteration 20 lambda =  -0.36306 
## Iteration 21 lambda =  -0.3630607 
## Iteration 22 lambda =  -0.363061 
## Iteration 23 lambda =  -0.3630612 
## Iteration 24 lambda =  -0.3630613 
## Iteration 1 lambda =  0.2780476 
## Iteration 2 lambda =  -0.08292864 
## Iteration 3 lambda =  -0.2634168 
## Iteration 4 lambda =  -0.3536608 
## Iteration 5 lambda =  -0.3987828 
## Iteration 6 lambda =  -0.4213438 
## Iteration 7 lambda =  -0.4326244 
## Iteration 8 lambda =  -0.4382646 
## Iteration 9 lambda =  -0.4410847 
## Iteration 10 lambda =  -0.4424948 
## Iteration 11 lambda =  -0.4431998 
## Iteration 12 lambda =  -0.4435523 
## Iteration 13 lambda =  -0.4437286 
## Iteration 14 lambda =  -0.4438167 
## Iteration 15 lambda =  -0.4438608 
## Iteration 16 lambda =  -0.4438828 
## Iteration 17 lambda =  -0.4438938 
## Iteration 18 lambda =  -0.4438993 
## Iteration 19 lambda =  -0.4439021 
## Iteration 20 lambda =  -0.4439035 
## Iteration 21 lambda =  -0.4439042 
## Iteration 22 lambda =  -0.4439045 
## Iteration 23 lambda =  -0.4439047 
## Iteration 24 lambda =  -0.4439048 
## Iteration 1 lambda =  0.2724906 
## Iteration 2 lambda =  -0.09126415 
## Iteration 3 lambda =  -0.2731415 
## Iteration 4 lambda =  -0.3640802 
## Iteration 5 lambda =  -0.4095495 
## Iteration 6 lambda =  -0.4322842 
## Iteration 7 lambda =  -0.4436515 
## Iteration 8 lambda =  -0.4493352 
## Iteration 9 lambda =  -0.452177 
## Iteration 10 lambda =  -0.453598 
## Iteration 11 lambda =  -0.4543084 
## Iteration 12 lambda =  -0.4546636 
## Iteration 13 lambda =  -0.4548413 
## Iteration 14 lambda =  -0.4549301 
## Iteration 15 lambda =  -0.4549745 
## Iteration 16 lambda =  -0.4549967 
## Iteration 17 lambda =  -0.4550078 
## Iteration 18 lambda =  -0.4550133 
## Iteration 19 lambda =  -0.4550161 
## Iteration 20 lambda =  -0.4550175 
## Iteration 21 lambda =  -0.4550182 
## Iteration 22 lambda =  -0.4550185 
## Iteration 23 lambda =  -0.4550187 
## Iteration 24 lambda =  -0.4550188 
## Iteration 1 lambda =  0.3314066 
## Iteration 2 lambda =  -0.002890156 
## Iteration 3 lambda =  -0.1700385 
## Iteration 4 lambda =  -0.2536127 
## Iteration 5 lambda =  -0.2953998 
## Iteration 6 lambda =  -0.3162933 
## Iteration 7 lambda =  -0.3267401 
## Iteration 8 lambda =  -0.3319635 
## Iteration 9 lambda =  -0.3345752 
## Iteration 10 lambda =  -0.335881 
## Iteration 11 lambda =  -0.336534 
## Iteration 12 lambda =  -0.3368604 
## Iteration 13 lambda =  -0.3370236 
## Iteration 14 lambda =  -0.3371053 
## Iteration 15 lambda =  -0.3371461 
## Iteration 16 lambda =  -0.3371665 
## Iteration 17 lambda =  -0.3371767 
## Iteration 18 lambda =  -0.3371818 
## Iteration 19 lambda =  -0.3371843 
## Iteration 20 lambda =  -0.3371856 
## Iteration 21 lambda =  -0.3371862 
## Iteration 22 lambda =  -0.3371866 
## Iteration 23 lambda =  -0.3371867 
## Iteration 24 lambda =  -0.3371868 
## Iteration 1 lambda =  0.3150762 
## Iteration 2 lambda =  -0.0273857 
## Iteration 3 lambda =  -0.1986167 
## Iteration 4 lambda =  -0.2842321 
## Iteration 5 lambda =  -0.3270399 
## Iteration 6 lambda =  -0.3484437 
## Iteration 7 lambda =  -0.3591457 
## Iteration 8 lambda =  -0.3644966 
## Iteration 9 lambda =  -0.3671721 
## Iteration 10 lambda =  -0.3685099 
## Iteration 11 lambda =  -0.3691787 
## Iteration 12 lambda =  -0.3695132 
## Iteration 13 lambda =  -0.3696804 
## Iteration 14 lambda =  -0.369764 
## Iteration 15 lambda =  -0.3698058 
## Iteration 16 lambda =  -0.3698267 
## Iteration 17 lambda =  -0.3698371 
## Iteration 18 lambda =  -0.3698424 
## Iteration 19 lambda =  -0.369845 
## Iteration 20 lambda =  -0.3698463 
## Iteration 21 lambda =  -0.3698469 
## Iteration 22 lambda =  -0.3698473 
## Iteration 23 lambda =  -0.3698474 
## Iteration 24 lambda =  -0.3698475 
## Iteration 1 lambda =  0.3462133 
## Iteration 2 lambda =  0.01931996 
## Iteration 3 lambda =  -0.1441267 
## Iteration 4 lambda =  -0.2258501 
## Iteration 5 lambda =  -0.2667117 
## Iteration 6 lambda =  -0.2871426 
## Iteration 7 lambda =  -0.297358 
## Iteration 8 lambda =  -0.3024657 
## Iteration 9 lambda =  -0.3050195 
## Iteration 10 lambda =  -0.3062965 
## Iteration 11 lambda =  -0.3069349 
## Iteration 12 lambda =  -0.3072542 
## Iteration 13 lambda =  -0.3074138 
## Iteration 14 lambda =  -0.3074936 
## Iteration 15 lambda =  -0.3075335 
## Iteration 16 lambda =  -0.3075534 
## Iteration 17 lambda =  -0.3075634 
## Iteration 18 lambda =  -0.3075684 
## Iteration 19 lambda =  -0.3075709 
## Iteration 20 lambda =  -0.3075721 
## Iteration 21 lambda =  -0.3075728 
## Iteration 22 lambda =  -0.3075731 
## Iteration 23 lambda =  -0.3075732 
## Iteration 24 lambda =  -0.3075733 
## Iteration 1 lambda =  0.3428014 
## Iteration 2 lambda =  0.01420215 
## Iteration 3 lambda =  -0.1500975 
## Iteration 4 lambda =  -0.2322473 
## Iteration 5 lambda =  -0.2733222 
## Iteration 6 lambda =  -0.2938597 
## Iteration 7 lambda =  -0.3041284 
## Iteration 8 lambda =  -0.3092628 
## Iteration 9 lambda =  -0.3118299 
## Iteration 10 lambda =  -0.3131135 
## Iteration 11 lambda =  -0.3137553 
## Iteration 12 lambda =  -0.3140762 
## Iteration 13 lambda =  -0.3142367 
## Iteration 14 lambda =  -0.3143169 
## Iteration 15 lambda =  -0.314357 
## Iteration 16 lambda =  -0.3143771 
## Iteration 17 lambda =  -0.3143871 
## Iteration 18 lambda =  -0.3143921 
## Iteration 19 lambda =  -0.3143946 
## Iteration 20 lambda =  -0.3143959 
## Iteration 21 lambda =  -0.3143965 
## Iteration 22 lambda =  -0.3143968 
## Iteration 23 lambda =  -0.314397 
## Iteration 24 lambda =  -0.314397 
## Iteration 1 lambda =  0.2772266 
## Iteration 2 lambda =  -0.08416014 
## Iteration 3 lambda =  -0.2648535 
## Iteration 4 lambda =  -0.3552002 
## Iteration 5 lambda =  -0.4003735 
## Iteration 6 lambda =  -0.4229602 
## Iteration 7 lambda =  -0.4342535 
## Iteration 8 lambda =  -0.4399002 
## Iteration 9 lambda =  -0.4427235 
## Iteration 10 lambda =  -0.4441352 
## Iteration 11 lambda =  -0.444841 
## Iteration 12 lambda =  -0.4451939 
## Iteration 13 lambda =  -0.4453704 
## Iteration 14 lambda =  -0.4454586 
## Iteration 15 lambda =  -0.4455027 
## Iteration 16 lambda =  -0.4455248 
## Iteration 17 lambda =  -0.4455358 
## Iteration 18 lambda =  -0.4455413 
## Iteration 19 lambda =  -0.4455441 
## Iteration 20 lambda =  -0.4455455 
## Iteration 21 lambda =  -0.4455462 
## Iteration 22 lambda =  -0.4455465 
## Iteration 23 lambda =  -0.4455467 
## Iteration 24 lambda =  -0.4455468 
## Iteration 1 lambda =  0.2747378 
## Iteration 2 lambda =  -0.08789323 
## Iteration 3 lambda =  -0.2692088 
## Iteration 4 lambda =  -0.3598665 
## Iteration 5 lambda =  -0.4051954 
## Iteration 6 lambda =  -0.4278599 
## Iteration 7 lambda =  -0.4391921 
## Iteration 8 lambda =  -0.4448582 
## Iteration 9 lambda =  -0.4476913 
## Iteration 10 lambda =  -0.4491078 
## Iteration 11 lambda =  -0.449816 
## Iteration 12 lambda =  -0.4501702 
## Iteration 13 lambda =  -0.4503472 
## Iteration 14 lambda =  -0.4504358 
## Iteration 15 lambda =  -0.45048 
## Iteration 16 lambda =  -0.4505022 
## Iteration 17 lambda =  -0.4505132 
## Iteration 18 lambda =  -0.4505188 
## Iteration 19 lambda =  -0.4505215 
## Iteration 20 lambda =  -0.4505229 
## Iteration 21 lambda =  -0.4505236 
## Iteration 22 lambda =  -0.450524 
## Iteration 23 lambda =  -0.4505241 
## Iteration 24 lambda =  -0.4505242 
## Iteration 1 lambda =  0.2805891 
## Iteration 2 lambda =  -0.07911631 
## Iteration 3 lambda =  -0.258969 
## Iteration 4 lambda =  -0.3488954 
## Iteration 5 lambda =  -0.3938586 
## Iteration 6 lambda =  -0.4163402 
## Iteration 7 lambda =  -0.427581 
## Iteration 8 lambda =  -0.4332014 
## Iteration 9 lambda =  -0.4360116 
## Iteration 10 lambda =  -0.4374167 
## Iteration 11 lambda =  -0.4381192 
## Iteration 12 lambda =  -0.4384705 
## Iteration 13 lambda =  -0.4386461 
## Iteration 14 lambda =  -0.4387339 
## Iteration 15 lambda =  -0.4387778 
## Iteration 16 lambda =  -0.4387998 
## Iteration 17 lambda =  -0.4388108 
## Iteration 18 lambda =  -0.4388163 
## Iteration 19 lambda =  -0.438819 
## Iteration 20 lambda =  -0.4388204 
## Iteration 21 lambda =  -0.4388211 
## Iteration 22 lambda =  -0.4388214 
## Iteration 23 lambda =  -0.4388216 
## Iteration 24 lambda =  -0.4388217 
## Iteration 1 lambda =  0.322518 
## Iteration 2 lambda =  -0.01622304 
## Iteration 3 lambda =  -0.1855935 
## Iteration 4 lambda =  -0.2702788 
## Iteration 5 lambda =  -0.3126214 
## Iteration 6 lambda =  -0.3337927 
## Iteration 7 lambda =  -0.3443784 
## Iteration 8 lambda =  -0.3496712 
## Iteration 9 lambda =  -0.3523176 
## Iteration 10 lambda =  -0.3536408 
## Iteration 11 lambda =  -0.3543024 
## Iteration 12 lambda =  -0.3546333 
## Iteration 13 lambda =  -0.3547987 
## Iteration 14 lambda =  -0.3548814 
## Iteration 15 lambda =  -0.3549227 
## Iteration 16 lambda =  -0.3549434 
## Iteration 17 lambda =  -0.3549537 
## Iteration 18 lambda =  -0.3549589 
## Iteration 19 lambda =  -0.3549615 
## Iteration 20 lambda =  -0.3549628 
## Iteration 21 lambda =  -0.3549634 
## Iteration 22 lambda =  -0.3549637 
## Iteration 23 lambda =  -0.3549639 
## Iteration 24 lambda =  -0.354964 
## Iteration 1 lambda =  0.2538374 
## Iteration 2 lambda =  -0.119244 
## Iteration 3 lambda =  -0.3057846 
## Iteration 4 lambda =  -0.3990549 
## Iteration 5 lambda =  -0.4456901 
## Iteration 6 lambda =  -0.4690077 
## Iteration 7 lambda =  -0.4806665 
## Iteration 8 lambda =  -0.4864959 
## Iteration 9 lambda =  -0.4894106 
## Iteration 10 lambda =  -0.4908679 
## Iteration 11 lambda =  -0.4915966 
## Iteration 12 lambda =  -0.4919609 
## Iteration 13 lambda =  -0.4921431 
## Iteration 14 lambda =  -0.4922342 
## Iteration 15 lambda =  -0.4922797 
## Iteration 16 lambda =  -0.4923025 
## Iteration 17 lambda =  -0.4923139 
## Iteration 18 lambda =  -0.4923196 
## Iteration 19 lambda =  -0.4923224 
## Iteration 20 lambda =  -0.4923238 
## Iteration 21 lambda =  -0.4923246 
## Iteration 22 lambda =  -0.4923249 
## Iteration 23 lambda =  -0.4923251 
## Iteration 24 lambda =  -0.4923252 
## Iteration 1 lambda =  0.3086783 
## Iteration 2 lambda =  -0.03698251 
## Iteration 3 lambda =  -0.2098129 
## Iteration 4 lambda =  -0.2962281 
## Iteration 5 lambda =  -0.3394357 
## Iteration 6 lambda =  -0.3610395 
## Iteration 7 lambda =  -0.3718414 
## Iteration 8 lambda =  -0.3772424 
## Iteration 9 lambda =  -0.3799429 
## Iteration 10 lambda =  -0.3812931 
## Iteration 11 lambda =  -0.3819682 
## Iteration 12 lambda =  -0.3823058 
## Iteration 13 lambda =  -0.3824746 
## Iteration 14 lambda =  -0.382559 
## Iteration 15 lambda =  -0.3826011 
## Iteration 16 lambda =  -0.3826222 
## Iteration 17 lambda =  -0.3826328 
## Iteration 18 lambda =  -0.3826381 
## Iteration 19 lambda =  -0.3826407 
## Iteration 20 lambda =  -0.382642 
## Iteration 21 lambda =  -0.3826427 
## Iteration 22 lambda =  -0.382643 
## Iteration 23 lambda =  -0.3826432 
## Iteration 24 lambda =  -0.3826433 
## Iteration 1 lambda =  0.2838239 
## Iteration 2 lambda =  -0.07426417 
## Iteration 3 lambda =  -0.2533082 
## Iteration 4 lambda =  -0.3428302 
## Iteration 5 lambda =  -0.3875912 
## Iteration 6 lambda =  -0.4099717 
## Iteration 7 lambda =  -0.421162 
## Iteration 8 lambda =  -0.4267571 
## Iteration 9 lambda =  -0.4295547 
## Iteration 10 lambda =  -0.4309534 
## Iteration 11 lambda =  -0.4316528 
## Iteration 12 lambda =  -0.4320025 
## Iteration 13 lambda =  -0.4321774 
## Iteration 14 lambda =  -0.4322648 
## Iteration 15 lambda =  -0.4323085 
## Iteration 16 lambda =  -0.4323304 
## Iteration 17 lambda =  -0.4323413 
## Iteration 18 lambda =  -0.4323468 
## Iteration 19 lambda =  -0.4323495 
## Iteration 20 lambda =  -0.4323509 
## Iteration 21 lambda =  -0.4323515 
## Iteration 22 lambda =  -0.4323519 
## Iteration 23 lambda =  -0.4323521 
## Iteration 24 lambda =  -0.4323521 
## Iteration 1 lambda =  0.3082665 
## Iteration 2 lambda =  -0.03760018 
## Iteration 3 lambda =  -0.2105335 
## Iteration 4 lambda =  -0.2970002 
## Iteration 5 lambda =  -0.3402336 
## Iteration 6 lambda =  -0.3618502 
## Iteration 7 lambda =  -0.3726586 
## Iteration 8 lambda =  -0.3780627 
## Iteration 9 lambda =  -0.3807648 
## Iteration 10 lambda =  -0.3821159 
## Iteration 11 lambda =  -0.3827914 
## Iteration 12 lambda =  -0.3831291 
## Iteration 13 lambda =  -0.383298 
## Iteration 14 lambda =  -0.3833825 
## Iteration 15 lambda =  -0.3834247 
## Iteration 16 lambda =  -0.3834458 
## Iteration 17 lambda =  -0.3834564 
## Iteration 18 lambda =  -0.3834616 
## Iteration 19 lambda =  -0.3834643 
## Iteration 20 lambda =  -0.3834656 
## Iteration 21 lambda =  -0.3834662 
## Iteration 22 lambda =  -0.3834666 
## Iteration 23 lambda =  -0.3834667 
## Iteration 24 lambda =  -0.3834668 
## Iteration 1 lambda =  0.3377406 
## Iteration 2 lambda =  0.006610846 
## Iteration 3 lambda =  -0.158954 
## Iteration 4 lambda =  -0.2417364 
## Iteration 5 lambda =  -0.2831277 
## Iteration 6 lambda =  -0.3038233 
## Iteration 7 lambda =  -0.3141711 
## Iteration 8 lambda =  -0.319345 
## Iteration 9 lambda =  -0.3219319 
## Iteration 10 lambda =  -0.3232254 
## Iteration 11 lambda =  -0.3238721 
## Iteration 12 lambda =  -0.3241955 
## Iteration 13 lambda =  -0.3243572 
## Iteration 14 lambda =  -0.324438 
## Iteration 15 lambda =  -0.3244785 
## Iteration 16 lambda =  -0.3244987 
## Iteration 17 lambda =  -0.3245088 
## Iteration 18 lambda =  -0.3245138 
## Iteration 19 lambda =  -0.3245163 
## Iteration 20 lambda =  -0.3245176 
## Iteration 21 lambda =  -0.3245182 
## Iteration 22 lambda =  -0.3245186 
## Iteration 23 lambda =  -0.3245187 
## Iteration 24 lambda =  -0.3245188 
## Iteration 1 lambda =  0.3191805 
## Iteration 2 lambda =  -0.0212292 
## Iteration 3 lambda =  -0.1914341 
## Iteration 4 lambda =  -0.2765365 
## Iteration 5 lambda =  -0.3190877 
## Iteration 6 lambda =  -0.3403633 
## Iteration 7 lambda =  -0.3510011 
## Iteration 8 lambda =  -0.35632 
## Iteration 9 lambda =  -0.3589795 
## Iteration 10 lambda =  -0.3603092 
## Iteration 11 lambda =  -0.3609741 
## Iteration 12 lambda =  -0.3613065 
## Iteration 13 lambda =  -0.3614727 
## Iteration 14 lambda =  -0.3615558 
## Iteration 15 lambda =  -0.3615974 
## Iteration 16 lambda =  -0.3616182 
## Iteration 17 lambda =  -0.3616285 
## Iteration 18 lambda =  -0.3616337 
## Iteration 19 lambda =  -0.3616363 
## Iteration 20 lambda =  -0.3616376 
## Iteration 21 lambda =  -0.3616383 
## Iteration 22 lambda =  -0.3616386 
## Iteration 23 lambda =  -0.3616388 
## Iteration 24 lambda =  -0.3616388 
## Iteration 1 lambda =  0.2693177 
## Iteration 2 lambda =  -0.09602349 
## Iteration 3 lambda =  -0.2786941 
## Iteration 4 lambda =  -0.3700294 
## Iteration 5 lambda =  -0.415697 
## Iteration 6 lambda =  -0.4385308 
## Iteration 7 lambda =  -0.4499477 
## Iteration 8 lambda =  -0.4556562 
## Iteration 9 lambda =  -0.4585104 
## Iteration 10 lambda =  -0.4599375 
## Iteration 11 lambda =  -0.4606511 
## Iteration 12 lambda =  -0.4610079 
## Iteration 13 lambda =  -0.4611863 
## Iteration 14 lambda =  -0.4612755 
## Iteration 15 lambda =  -0.4613201 
## Iteration 16 lambda =  -0.4613424 
## Iteration 17 lambda =  -0.4613535 
## Iteration 18 lambda =  -0.4613591 
## Iteration 19 lambda =  -0.4613619 
## Iteration 20 lambda =  -0.4613633 
## Iteration 21 lambda =  -0.461364 
## Iteration 22 lambda =  -0.4613643 
## Iteration 23 lambda =  -0.4613645 
## Iteration 24 lambda =  -0.4613646 
## Iteration 1 lambda =  0.3301293 
## Iteration 2 lambda =  -0.004806123 
## Iteration 3 lambda =  -0.1722738 
## Iteration 4 lambda =  -0.2560077 
## Iteration 5 lambda =  -0.2978746 
## Iteration 6 lambda =  -0.318808 
## Iteration 7 lambda =  -0.3292748 
## Iteration 8 lambda =  -0.3345081 
## Iteration 9 lambda =  -0.3371248 
## Iteration 10 lambda =  -0.3384332 
## Iteration 11 lambda =  -0.3390873 
## Iteration 12 lambda =  -0.3394144 
## Iteration 13 lambda =  -0.339578 
## Iteration 14 lambda =  -0.3396597 
## Iteration 15 lambda =  -0.3397006 
## Iteration 16 lambda =  -0.3397211 
## Iteration 17 lambda =  -0.3397313 
## Iteration 18 lambda =  -0.3397364 
## Iteration 19 lambda =  -0.3397389 
## Iteration 20 lambda =  -0.3397402 
## Iteration 21 lambda =  -0.3397409 
## Iteration 22 lambda =  -0.3397412 
## Iteration 23 lambda =  -0.3397413 
## Iteration 24 lambda =  -0.3397414 
## Iteration 1 lambda =  0.3452792 
## Iteration 2 lambda =  0.01791876 
## Iteration 3 lambda =  -0.1457614 
## Iteration 4 lambda =  -0.2276015 
## Iteration 5 lambda =  -0.2685216 
## Iteration 6 lambda =  -0.2889816 
## Iteration 7 lambda =  -0.2992116 
## Iteration 8 lambda =  -0.3043266 
## Iteration 9 lambda =  -0.3068841 
## Iteration 10 lambda =  -0.3081629 
## Iteration 11 lambda =  -0.3088023 
## Iteration 12 lambda =  -0.309122 
## Iteration 13 lambda =  -0.3092818 
## Iteration 14 lambda =  -0.3093617 
## Iteration 15 lambda =  -0.3094017 
## Iteration 16 lambda =  -0.3094217 
## Iteration 17 lambda =  -0.3094317 
## Iteration 18 lambda =  -0.3094367 
## Iteration 19 lambda =  -0.3094392 
## Iteration 20 lambda =  -0.3094404 
## Iteration 21 lambda =  -0.309441 
## Iteration 22 lambda =  -0.3094413 
## Iteration 23 lambda =  -0.3094415 
## Iteration 24 lambda =  -0.3094416 
## Iteration 1 lambda =  0.2893531 
## Iteration 2 lambda =  -0.06597038 
## Iteration 3 lambda =  -0.2436321 
## Iteration 4 lambda =  -0.332463 
## Iteration 5 lambda =  -0.3768784 
## Iteration 6 lambda =  -0.3990861 
## Iteration 7 lambda =  -0.41019 
## Iteration 8 lambda =  -0.4157419 
## Iteration 9 lambda =  -0.4185179 
## Iteration 10 lambda =  -0.4199059 
## Iteration 11 lambda =  -0.4205999 
## Iteration 12 lambda =  -0.4209468 
## Iteration 13 lambda =  -0.4211203 
## Iteration 14 lambda =  -0.4212071 
## Iteration 15 lambda =  -0.4212505 
## Iteration 16 lambda =  -0.4212722 
## Iteration 17 lambda =  -0.421283 
## Iteration 18 lambda =  -0.4212884 
## Iteration 19 lambda =  -0.4212911 
## Iteration 20 lambda =  -0.4212925 
## Iteration 21 lambda =  -0.4212932 
## Iteration 22 lambda =  -0.4212935 
## Iteration 23 lambda =  -0.4212937 
## Iteration 24 lambda =  -0.4212938 
## Iteration 1 lambda =  0.287424 
## Iteration 2 lambda =  -0.06886401 
## Iteration 3 lambda =  -0.247008 
## Iteration 4 lambda =  -0.33608 
## Iteration 5 lambda =  -0.380616 
## Iteration 6 lambda =  -0.402884 
## Iteration 7 lambda =  -0.414018 
## Iteration 8 lambda =  -0.419585 
## Iteration 9 lambda =  -0.4223685 
## Iteration 10 lambda =  -0.4237603 
## Iteration 11 lambda =  -0.4244561 
## Iteration 12 lambda =  -0.4248041 
## Iteration 13 lambda =  -0.424978 
## Iteration 14 lambda =  -0.425065 
## Iteration 15 lambda =  -0.4251085 
## Iteration 16 lambda =  -0.4251303 
## Iteration 17 lambda =  -0.4251411 
## Iteration 18 lambda =  -0.4251466 
## Iteration 19 lambda =  -0.4251493 
## Iteration 20 lambda =  -0.4251507 
## Iteration 21 lambda =  -0.4251513 
## Iteration 22 lambda =  -0.4251517 
## Iteration 23 lambda =  -0.4251518 
## Iteration 24 lambda =  -0.4251519 
## Iteration 1 lambda =  0.3185162 
## Iteration 2 lambda =  -0.02222567 
## Iteration 3 lambda =  -0.1925966 
## Iteration 4 lambda =  -0.2777821 
## Iteration 5 lambda =  -0.3203748 
## Iteration 6 lambda =  -0.3416712 
## Iteration 7 lambda =  -0.3523194 
## Iteration 8 lambda =  -0.3576435 
## Iteration 9 lambda =  -0.3603055 
## Iteration 10 lambda =  -0.3616365 
## Iteration 11 lambda =  -0.362302 
## Iteration 12 lambda =  -0.3626348 
## Iteration 13 lambda =  -0.3628012 
## Iteration 14 lambda =  -0.3628844 
## Iteration 15 lambda =  -0.362926 
## Iteration 16 lambda =  -0.3629468 
## Iteration 17 lambda =  -0.3629572 
## Iteration 18 lambda =  -0.3629624 
## Iteration 19 lambda =  -0.362965 
## Iteration 20 lambda =  -0.3629663 
## Iteration 21 lambda =  -0.3629669 
## Iteration 22 lambda =  -0.3629672 
## Iteration 23 lambda =  -0.3629674 
## Iteration 24 lambda =  -0.3629675 
## Iteration 1 lambda =  0.3264514 
## Iteration 2 lambda =  -0.01032287 
## Iteration 3 lambda =  -0.17871 
## Iteration 4 lambda =  -0.2629036 
## Iteration 5 lambda =  -0.3050004 
## Iteration 6 lambda =  -0.3260488 
## Iteration 7 lambda =  -0.336573 
## Iteration 8 lambda =  -0.3418351 
## Iteration 9 lambda =  -0.3444661 
## Iteration 10 lambda =  -0.3457816 
## Iteration 11 lambda =  -0.3464394 
## Iteration 12 lambda =  -0.3467683 
## Iteration 13 lambda =  -0.3469327 
## Iteration 14 lambda =  -0.3470149 
## Iteration 15 lambda =  -0.3470561 
## Iteration 16 lambda =  -0.3470766 
## Iteration 17 lambda =  -0.3470869 
## Iteration 18 lambda =  -0.347092 
## Iteration 19 lambda =  -0.3470946 
## Iteration 20 lambda =  -0.3470959 
## Iteration 21 lambda =  -0.3470965 
## Iteration 22 lambda =  -0.3470968 
## Iteration 23 lambda =  -0.347097 
## Iteration 24 lambda =  -0.3470971 
## Iteration 1 lambda =  0.3070246 
## Iteration 2 lambda =  -0.03946312 
## Iteration 3 lambda =  -0.212707 
## Iteration 4 lambda =  -0.2993289 
## Iteration 5 lambda =  -0.3426399 
## Iteration 6 lambda =  -0.3642953 
## Iteration 7 lambda =  -0.3751231 
## Iteration 8 lambda =  -0.380537 
## Iteration 9 lambda =  -0.3832439 
## Iteration 10 lambda =  -0.3845974 
## Iteration 11 lambda =  -0.3852741 
## Iteration 12 lambda =  -0.3856125 
## Iteration 13 lambda =  -0.3857816 
## Iteration 14 lambda =  -0.3858662 
## Iteration 15 lambda =  -0.3859085 
## Iteration 16 lambda =  -0.3859297 
## Iteration 17 lambda =  -0.3859402 
## Iteration 18 lambda =  -0.3859455 
## Iteration 19 lambda =  -0.3859482 
## Iteration 20 lambda =  -0.3859495 
## Iteration 21 lambda =  -0.3859502 
## Iteration 22 lambda =  -0.3859505 
## Iteration 23 lambda =  -0.3859507 
## Iteration 24 lambda =  -0.3859507 
## Iteration 1 lambda =  0.2827058 
## Iteration 2 lambda =  -0.07594128 
## Iteration 3 lambda =  -0.2552648 
## Iteration 4 lambda =  -0.3449266 
## Iteration 5 lambda =  -0.3897575 
## Iteration 6 lambda =  -0.4121729 
## Iteration 7 lambda =  -0.4233807 
## Iteration 8 lambda =  -0.4289845 
## Iteration 9 lambda =  -0.4317864 
## Iteration 10 lambda =  -0.4331874 
## Iteration 11 lambda =  -0.4338879 
## Iteration 12 lambda =  -0.4342381 
## Iteration 13 lambda =  -0.4344133 
## Iteration 14 lambda =  -0.4345008 
## Iteration 15 lambda =  -0.4345446 
## Iteration 16 lambda =  -0.4345665 
## Iteration 17 lambda =  -0.4345774 
## Iteration 18 lambda =  -0.4345829 
## Iteration 19 lambda =  -0.4345856 
## Iteration 20 lambda =  -0.434587 
## Iteration 21 lambda =  -0.4345877 
## Iteration 22 lambda =  -0.434588 
## Iteration 23 lambda =  -0.4345882 
## Iteration 24 lambda =  -0.4345883 
## Iteration 1 lambda =  0.3050513 
## Iteration 2 lambda =  -0.04242309 
## Iteration 3 lambda =  -0.2161603 
## Iteration 4 lambda =  -0.3030289 
## Iteration 5 lambda =  -0.3464632 
## Iteration 6 lambda =  -0.3681803 
## Iteration 7 lambda =  -0.3790389 
## Iteration 8 lambda =  -0.3844682 
## Iteration 9 lambda =  -0.3871828 
## Iteration 10 lambda =  -0.3885401 
## Iteration 11 lambda =  -0.3892188 
## Iteration 12 lambda =  -0.3895581 
## Iteration 13 lambda =  -0.3897278 
## Iteration 14 lambda =  -0.3898126 
## Iteration 15 lambda =  -0.389855 
## Iteration 16 lambda =  -0.3898762 
## Iteration 17 lambda =  -0.3898868 
## Iteration 18 lambda =  -0.3898921 
## Iteration 19 lambda =  -0.3898948 
## Iteration 20 lambda =  -0.3898961 
## Iteration 21 lambda =  -0.3898968 
## Iteration 22 lambda =  -0.3898971 
## Iteration 23 lambda =  -0.3898973 
## Iteration 24 lambda =  -0.3898974 
## Iteration 1 lambda =  0.3059907 
## Iteration 2 lambda =  -0.0410139 
## Iteration 3 lambda =  -0.2145162 
## Iteration 4 lambda =  -0.3012674 
## Iteration 5 lambda =  -0.3446429 
## Iteration 6 lambda =  -0.3663307 
## Iteration 7 lambda =  -0.3771746 
## Iteration 8 lambda =  -0.3825966 
## Iteration 9 lambda =  -0.3853076 
## Iteration 10 lambda =  -0.386663 
## Iteration 11 lambda =  -0.3873408 
## Iteration 12 lambda =  -0.3876797 
## Iteration 13 lambda =  -0.3878491 
## Iteration 14 lambda =  -0.3879338 
## Iteration 15 lambda =  -0.3879762 
## Iteration 16 lambda =  -0.3879973 
## Iteration 17 lambda =  -0.3880079 
## Iteration 18 lambda =  -0.3880132 
## Iteration 19 lambda =  -0.3880159 
## Iteration 20 lambda =  -0.3880172 
## Iteration 21 lambda =  -0.3880179 
## Iteration 22 lambda =  -0.3880182 
## Iteration 23 lambda =  -0.3880184 
## Iteration 24 lambda =  -0.3880184 
## Iteration 1 lambda =  0.3069659 
## Iteration 2 lambda =  -0.03955114 
## Iteration 3 lambda =  -0.2128097 
## Iteration 4 lambda =  -0.2994389 
## Iteration 5 lambda =  -0.3427536 
## Iteration 6 lambda =  -0.3644109 
## Iteration 7 lambda =  -0.3752395 
## Iteration 8 lambda =  -0.3806539 
## Iteration 9 lambda =  -0.383361 
## Iteration 10 lambda =  -0.3847146 
## Iteration 11 lambda =  -0.3853914 
## Iteration 12 lambda =  -0.3857298 
## Iteration 13 lambda =  -0.385899 
## Iteration 14 lambda =  -0.3859836 
## Iteration 15 lambda =  -0.3860259 
## Iteration 16 lambda =  -0.386047 
## Iteration 17 lambda =  -0.3860576 
## Iteration 18 lambda =  -0.3860629 
## Iteration 19 lambda =  -0.3860655 
## Iteration 20 lambda =  -0.3860669 
## Iteration 21 lambda =  -0.3860675 
## Iteration 22 lambda =  -0.3860679 
## Iteration 23 lambda =  -0.386068 
## Iteration 24 lambda =  -0.3860681 
## Iteration 1 lambda =  0.2966908 
## Iteration 2 lambda =  -0.05496378 
## Iteration 3 lambda =  -0.2307911 
## Iteration 4 lambda =  -0.3187047 
## Iteration 5 lambda =  -0.3626615 
## Iteration 6 lambda =  -0.38464 
## Iteration 7 lambda =  -0.3956292 
## Iteration 8 lambda =  -0.4011238 
## Iteration 9 lambda =  -0.4038711 
## Iteration 10 lambda =  -0.4052447 
## Iteration 11 lambda =  -0.4059315 
## Iteration 12 lambda =  -0.406275 
## Iteration 13 lambda =  -0.4064467 
## Iteration 14 lambda =  -0.4065325 
## Iteration 15 lambda =  -0.4065754 
## Iteration 16 lambda =  -0.4065969 
## Iteration 17 lambda =  -0.4066076 
## Iteration 18 lambda =  -0.406613 
## Iteration 19 lambda =  -0.4066157 
## Iteration 20 lambda =  -0.406617 
## Iteration 21 lambda =  -0.4066177 
## Iteration 22 lambda =  -0.406618 
## Iteration 23 lambda =  -0.4066182 
## Iteration 24 lambda =  -0.4066183 
## Iteration 1 lambda =  0.3107901 
## Iteration 2 lambda =  -0.0338149 
## Iteration 3 lambda =  -0.2061174 
## Iteration 4 lambda =  -0.2922686 
## Iteration 5 lambda =  -0.3353442 
## Iteration 6 lambda =  -0.3568821 
## Iteration 7 lambda =  -0.367651 
## Iteration 8 lambda =  -0.3730354 
## Iteration 9 lambda =  -0.3757276 
## Iteration 10 lambda =  -0.3770738 
## Iteration 11 lambda =  -0.3777468 
## Iteration 12 lambda =  -0.3780833 
## Iteration 13 lambda =  -0.3782516 
## Iteration 14 lambda =  -0.3783357 
## Iteration 15 lambda =  -0.3783778 
## Iteration 16 lambda =  -0.3783988 
## Iteration 17 lambda =  -0.3784094 
## Iteration 18 lambda =  -0.3784146 
## Iteration 19 lambda =  -0.3784172 
## Iteration 20 lambda =  -0.3784186 
## Iteration 21 lambda =  -0.3784192 
## Iteration 22 lambda =  -0.3784195 
## Iteration 23 lambda =  -0.3784197 
## Iteration 24 lambda =  -0.3784198 
## Iteration 1 lambda =  0.3111076 
## Iteration 2 lambda =  -0.03333858 
## Iteration 3 lambda =  -0.2055617 
## Iteration 4 lambda =  -0.2916732 
## Iteration 5 lambda =  -0.334729 
## Iteration 6 lambda =  -0.3562569 
## Iteration 7 lambda =  -0.3670208 
## Iteration 8 lambda =  -0.3724028 
## Iteration 9 lambda =  -0.3750938 
## Iteration 10 lambda =  -0.3764393 
## Iteration 11 lambda =  -0.377112 
## Iteration 12 lambda =  -0.3774484 
## Iteration 13 lambda =  -0.3776166 
## Iteration 14 lambda =  -0.3777007 
## Iteration 15 lambda =  -0.3777427 
## Iteration 16 lambda =  -0.3777637 
## Iteration 17 lambda =  -0.3777743 
## Iteration 18 lambda =  -0.3777795 
## Iteration 19 lambda =  -0.3777821 
## Iteration 20 lambda =  -0.3777835 
## Iteration 21 lambda =  -0.3777841 
## Iteration 22 lambda =  -0.3777844 
## Iteration 23 lambda =  -0.3777846 
## Iteration 24 lambda =  -0.3777847 
## Iteration 1 lambda =  0.3012755 
## Iteration 2 lambda =  -0.04808676 
## Iteration 3 lambda =  -0.2227679 
## Iteration 4 lambda =  -0.3101084 
## Iteration 5 lambda =  -0.3537787 
## Iteration 6 lambda =  -0.3756139 
## Iteration 7 lambda =  -0.3865314 
## Iteration 8 lambda =  -0.3919902 
## Iteration 9 lambda =  -0.3947196 
## Iteration 10 lambda =  -0.3960843 
## Iteration 11 lambda =  -0.3967667 
## Iteration 12 lambda =  -0.3971078 
## Iteration 13 lambda =  -0.3972784 
## Iteration 14 lambda =  -0.3973637 
## Iteration 15 lambda =  -0.3974064 
## Iteration 16 lambda =  -0.3974277 
## Iteration 17 lambda =  -0.3974383 
## Iteration 18 lambda =  -0.3974437 
## Iteration 19 lambda =  -0.3974463 
## Iteration 20 lambda =  -0.3974477 
## Iteration 21 lambda =  -0.3974483 
## Iteration 22 lambda =  -0.3974487 
## Iteration 23 lambda =  -0.3974488 
## Iteration 24 lambda =  -0.3974489 
## Iteration 1 lambda =  0.2770055 
## Iteration 2 lambda =  -0.08449181 
## Iteration 3 lambda =  -0.2652404 
## Iteration 4 lambda =  -0.3556148 
## Iteration 5 lambda =  -0.4008019 
## Iteration 6 lambda =  -0.4233955 
## Iteration 7 lambda =  -0.4346923 
## Iteration 8 lambda =  -0.4403407 
## Iteration 9 lambda =  -0.4431649 
## Iteration 10 lambda =  -0.444577 
## Iteration 11 lambda =  -0.445283 
## Iteration 12 lambda =  -0.445636 
## Iteration 13 lambda =  -0.4458126 
## Iteration 14 lambda =  -0.4459008 
## Iteration 15 lambda =  -0.4459449 
## Iteration 16 lambda =  -0.445967 
## Iteration 17 lambda =  -0.445978 
## Iteration 18 lambda =  -0.4459836 
## Iteration 19 lambda =  -0.4459863 
## Iteration 20 lambda =  -0.4459877 
## Iteration 21 lambda =  -0.4459884 
## Iteration 22 lambda =  -0.4459887 
## Iteration 23 lambda =  -0.4459889 
## Iteration 24 lambda =  -0.445989 
## Iteration 1 lambda =  0.2782329 
## Iteration 2 lambda =  -0.08265063 
## Iteration 3 lambda =  -0.2630924 
## Iteration 4 lambda =  -0.3533133 
## Iteration 5 lambda =  -0.3984237 
## Iteration 6 lambda =  -0.4209789 
## Iteration 7 lambda =  -0.4322566 
## Iteration 8 lambda =  -0.4378954 
## Iteration 9 lambda =  -0.4407148 
## Iteration 10 lambda =  -0.4421245 
## Iteration 11 lambda =  -0.4428293 
## Iteration 12 lambda =  -0.4431817 
## Iteration 13 lambda =  -0.443358 
## Iteration 14 lambda =  -0.4434461 
## Iteration 15 lambda =  -0.4434901 
## Iteration 16 lambda =  -0.4435121 
## Iteration 17 lambda =  -0.4435232 
## Iteration 18 lambda =  -0.4435287 
## Iteration 19 lambda =  -0.4435314 
## Iteration 20 lambda =  -0.4435328 
## Iteration 21 lambda =  -0.4435335 
## Iteration 22 lambda =  -0.4435338 
## Iteration 23 lambda =  -0.443534 
## Iteration 24 lambda =  -0.4435341 
## Iteration 1 lambda =  0.3011593 
## Iteration 2 lambda =  -0.04826109 
## Iteration 3 lambda =  -0.2229713 
## Iteration 4 lambda =  -0.3103264 
## Iteration 5 lambda =  -0.3540039 
## Iteration 6 lambda =  -0.3758427 
## Iteration 7 lambda =  -0.3867621 
## Iteration 8 lambda =  -0.3922218 
## Iteration 9 lambda =  -0.3949516 
## Iteration 10 lambda =  -0.3963165 
## Iteration 11 lambda =  -0.396999 
## Iteration 12 lambda =  -0.3973402 
## Iteration 13 lambda =  -0.3975108 
## Iteration 14 lambda =  -0.3975961 
## Iteration 15 lambda =  -0.3976388 
## Iteration 16 lambda =  -0.3976601 
## Iteration 17 lambda =  -0.3976708 
## Iteration 18 lambda =  -0.3976761 
## Iteration 19 lambda =  -0.3976788 
## Iteration 20 lambda =  -0.3976801 
## Iteration 21 lambda =  -0.3976808 
## Iteration 22 lambda =  -0.3976811 
## Iteration 23 lambda =  -0.3976813 
## Iteration 24 lambda =  -0.3976814 
## Iteration 1 lambda =  0.3291119 
## Iteration 2 lambda =  -0.006332107 
## Iteration 3 lambda =  -0.1740541 
## Iteration 4 lambda =  -0.2579151 
## Iteration 5 lambda =  -0.2998456 
## Iteration 6 lambda =  -0.3208109 
## Iteration 7 lambda =  -0.3312935 
## Iteration 8 lambda =  -0.3365348 
## Iteration 9 lambda =  -0.3391555 
## Iteration 10 lambda =  -0.3404658 
## Iteration 11 lambda =  -0.341121 
## Iteration 12 lambda =  -0.3414486 
## Iteration 13 lambda =  -0.3416124 
## Iteration 14 lambda =  -0.3416942 
## Iteration 15 lambda =  -0.3417352 
## Iteration 16 lambda =  -0.3417557 
## Iteration 17 lambda =  -0.3417659 
## Iteration 18 lambda =  -0.341771 
## Iteration 19 lambda =  -0.3417736 
## Iteration 20 lambda =  -0.3417749 
## Iteration 21 lambda =  -0.3417755 
## Iteration 22 lambda =  -0.3417758 
## Iteration 23 lambda =  -0.341776 
## Iteration 24 lambda =  -0.3417761 
## Iteration 1 lambda =  0.3101887 
## Iteration 2 lambda =  -0.03471701 
## Iteration 3 lambda =  -0.2071698 
## Iteration 4 lambda =  -0.2933963 
## Iteration 5 lambda =  -0.3365095 
## Iteration 6 lambda =  -0.3580661 
## Iteration 7 lambda =  -0.3688444 
## Iteration 8 lambda =  -0.3742335 
## Iteration 9 lambda =  -0.3769281 
## Iteration 10 lambda =  -0.3782754 
## Iteration 11 lambda =  -0.378949 
## Iteration 12 lambda =  -0.3792859 
## Iteration 13 lambda =  -0.3794543 
## Iteration 14 lambda =  -0.3795385 
## Iteration 15 lambda =  -0.3795806 
## Iteration 16 lambda =  -0.3796016 
## Iteration 17 lambda =  -0.3796122 
## Iteration 18 lambda =  -0.3796174 
## Iteration 19 lambda =  -0.3796201 
## Iteration 20 lambda =  -0.3796214 
## Iteration 21 lambda =  -0.379622 
## Iteration 22 lambda =  -0.3796224 
## Iteration 23 lambda =  -0.3796225 
## Iteration 24 lambda =  -0.3796226 
## Iteration 1 lambda =  0.3393882 
## Iteration 2 lambda =  0.009082342 
## Iteration 3 lambda =  -0.1560706 
## Iteration 4 lambda =  -0.2386471 
## Iteration 5 lambda =  -0.2799353 
## Iteration 6 lambda =  -0.3005794 
## Iteration 7 lambda =  -0.3109015 
## Iteration 8 lambda =  -0.3160625 
## Iteration 9 lambda =  -0.318643 
## Iteration 10 lambda =  -0.3199333 
## Iteration 11 lambda =  -0.3205784 
## Iteration 12 lambda =  -0.320901 
## Iteration 13 lambda =  -0.3210623 
## Iteration 14 lambda =  -0.3211429 
## Iteration 15 lambda =  -0.3211832 
## Iteration 16 lambda =  -0.3212034 
## Iteration 17 lambda =  -0.3212135 
## Iteration 18 lambda =  -0.3212185 
## Iteration 19 lambda =  -0.321221 
## Iteration 20 lambda =  -0.3212223 
## Iteration 21 lambda =  -0.3212229 
## Iteration 22 lambda =  -0.3212232 
## Iteration 23 lambda =  -0.3212234 
## Iteration 24 lambda =  -0.3212235 
## Iteration 1 lambda =  0.3651586 
## Iteration 2 lambda =  0.04773794 
## Iteration 3 lambda =  -0.1109724 
## Iteration 4 lambda =  -0.1903276 
## Iteration 5 lambda =  -0.2300052 
## Iteration 6 lambda =  -0.249844 
## Iteration 7 lambda =  -0.2597634 
## Iteration 8 lambda =  -0.2647231 
## Iteration 9 lambda =  -0.2672029 
## Iteration 10 lambda =  -0.2684428 
## Iteration 11 lambda =  -0.2690628 
## Iteration 12 lambda =  -0.2693728 
## Iteration 13 lambda =  -0.2695278 
## Iteration 14 lambda =  -0.2696053 
## Iteration 15 lambda =  -0.269644 
## Iteration 16 lambda =  -0.2696634 
## Iteration 17 lambda =  -0.2696731 
## Iteration 18 lambda =  -0.2696779 
## Iteration 19 lambda =  -0.2696803 
## Iteration 20 lambda =  -0.2696815 
## Iteration 21 lambda =  -0.2696821 
## Iteration 22 lambda =  -0.2696825 
## Iteration 23 lambda =  -0.2696826 
## Iteration 24 lambda =  -0.2696827 
## Iteration 1 lambda =  0.3039943 
## Iteration 2 lambda =  -0.04400858 
## Iteration 3 lambda =  -0.21801 
## Iteration 4 lambda =  -0.3050107 
## Iteration 5 lambda =  -0.3485111 
## Iteration 6 lambda =  -0.3702613 
## Iteration 7 lambda =  -0.3811363 
## Iteration 8 lambda =  -0.3865739 
## Iteration 9 lambda =  -0.3892927 
## Iteration 10 lambda =  -0.3906521 
## Iteration 11 lambda =  -0.3913317 
## Iteration 12 lambda =  -0.3916716 
## Iteration 13 lambda =  -0.3918415 
## Iteration 14 lambda =  -0.3919265 
## Iteration 15 lambda =  -0.391969 
## Iteration 16 lambda =  -0.3919902 
## Iteration 17 lambda =  -0.3920008 
## Iteration 18 lambda =  -0.3920061 
## Iteration 19 lambda =  -0.3920088 
## Iteration 20 lambda =  -0.3920101 
## Iteration 21 lambda =  -0.3920108 
## Iteration 22 lambda =  -0.3920111 
## Iteration 23 lambda =  -0.3920113 
## Iteration 24 lambda =  -0.3920114 
## Iteration 1 lambda =  0.3156536 
## Iteration 2 lambda =  -0.02651961 
## Iteration 3 lambda =  -0.1976062 
## Iteration 4 lambda =  -0.2831495 
## Iteration 5 lambda =  -0.3259212 
## Iteration 6 lambda =  -0.347307 
## Iteration 7 lambda =  -0.3579999 
## Iteration 8 lambda =  -0.3633464 
## Iteration 9 lambda =  -0.3660196 
## Iteration 10 lambda =  -0.3673562 
## Iteration 11 lambda =  -0.3680245 
## Iteration 12 lambda =  -0.3683587 
## Iteration 13 lambda =  -0.3685257 
## Iteration 14 lambda =  -0.3686093 
## Iteration 15 lambda =  -0.368651 
## Iteration 16 lambda =  -0.3686719 
## Iteration 17 lambda =  -0.3686824 
## Iteration 18 lambda =  -0.3686876 
## Iteration 19 lambda =  -0.3686902 
## Iteration 20 lambda =  -0.3686915 
## Iteration 21 lambda =  -0.3686922 
## Iteration 22 lambda =  -0.3686925 
## Iteration 23 lambda =  -0.3686926 
## Iteration 24 lambda =  -0.3686927 
## Iteration 1 lambda =  0.3350637 
## Iteration 2 lambda =  0.002595561 
## Iteration 3 lambda =  -0.1636385 
## Iteration 4 lambda =  -0.2467555 
## Iteration 5 lambda =  -0.2883141 
## Iteration 6 lambda =  -0.3090933 
## Iteration 7 lambda =  -0.319483 
## Iteration 8 lambda =  -0.3246778 
## Iteration 9 lambda =  -0.3272752 
## Iteration 10 lambda =  -0.3285739 
## Iteration 11 lambda =  -0.3292232 
## Iteration 12 lambda =  -0.3295479 
## Iteration 13 lambda =  -0.3297102 
## Iteration 14 lambda =  -0.3297914 
## Iteration 15 lambda =  -0.329832 
## Iteration 16 lambda =  -0.3298523 
## Iteration 17 lambda =  -0.3298624 
## Iteration 18 lambda =  -0.3298675 
## Iteration 19 lambda =  -0.32987 
## Iteration 20 lambda =  -0.3298713 
## Iteration 21 lambda =  -0.329872 
## Iteration 22 lambda =  -0.3298723 
## Iteration 23 lambda =  -0.3298724 
## Iteration 24 lambda =  -0.3298725 
## Iteration 1 lambda =  0.3215466 
## Iteration 2 lambda =  -0.01768006 
## Iteration 3 lambda =  -0.1872934 
## Iteration 4 lambda =  -0.2721001 
## Iteration 5 lambda =  -0.3145034 
## Iteration 6 lambda =  -0.3357051 
## Iteration 7 lambda =  -0.3463059 
## Iteration 8 lambda =  -0.3516063 
## Iteration 9 lambda =  -0.3542565 
## Iteration 10 lambda =  -0.3555816 
## Iteration 11 lambda =  -0.3562442 
## Iteration 12 lambda =  -0.3565755 
## Iteration 13 lambda =  -0.3567411 
## Iteration 14 lambda =  -0.3568239 
## Iteration 15 lambda =  -0.3568653 
## Iteration 16 lambda =  -0.356886 
## Iteration 17 lambda =  -0.3568964 
## Iteration 18 lambda =  -0.3569016 
## Iteration 19 lambda =  -0.3569042 
## Iteration 20 lambda =  -0.3569055 
## Iteration 21 lambda =  -0.3569061 
## Iteration 22 lambda =  -0.3569064 
## Iteration 23 lambda =  -0.3569066 
## Iteration 24 lambda =  -0.3569067 
## Iteration 1 lambda =  0.286861 
## Iteration 2 lambda =  -0.06970847 
## Iteration 3 lambda =  -0.2479932 
## Iteration 4 lambda =  -0.3371356 
## Iteration 5 lambda =  -0.3817068 
## Iteration 6 lambda =  -0.4039924 
## Iteration 7 lambda =  -0.4151352 
## Iteration 8 lambda =  -0.4207066 
## Iteration 9 lambda =  -0.4234923 
## Iteration 10 lambda =  -0.4248851 
## Iteration 11 lambda =  -0.4255815 
## Iteration 12 lambda =  -0.4259297 
## Iteration 13 lambda =  -0.4261039 
## Iteration 14 lambda =  -0.4261909 
## Iteration 15 lambda =  -0.4262344 
## Iteration 16 lambda =  -0.4262562 
## Iteration 17 lambda =  -0.4262671 
## Iteration 18 lambda =  -0.4262725 
## Iteration 19 lambda =  -0.4262752 
## Iteration 20 lambda =  -0.4262766 
## Iteration 21 lambda =  -0.4262773 
## Iteration 22 lambda =  -0.4262776 
## Iteration 23 lambda =  -0.4262778 
## Iteration 24 lambda =  -0.4262779 
## Iteration 1 lambda =  0.3013081 
## Iteration 2 lambda =  -0.04803792 
## Iteration 3 lambda =  -0.2227109 
## Iteration 4 lambda =  -0.3100474 
## Iteration 5 lambda =  -0.3537156 
## Iteration 6 lambda =  -0.3755498 
## Iteration 7 lambda =  -0.3864668 
## Iteration 8 lambda =  -0.3919254 
## Iteration 9 lambda =  -0.3946546 
## Iteration 10 lambda =  -0.3960193 
## Iteration 11 lambda =  -0.3967016 
## Iteration 12 lambda =  -0.3970427 
## Iteration 13 lambda =  -0.3972133 
## Iteration 14 lambda =  -0.3972986 
## Iteration 15 lambda =  -0.3973412 
## Iteration 16 lambda =  -0.3973626 
## Iteration 17 lambda =  -0.3973732 
## Iteration 18 lambda =  -0.3973786 
## Iteration 19 lambda =  -0.3973812 
## Iteration 20 lambda =  -0.3973826 
## Iteration 21 lambda =  -0.3973832 
## Iteration 22 lambda =  -0.3973836 
## Iteration 23 lambda =  -0.3973837 
## Iteration 24 lambda =  -0.3973838 
## Iteration 1 lambda =  0.3371065 
## Iteration 2 lambda =  0.005659776 
## Iteration 3 lambda =  -0.1600636 
## Iteration 4 lambda =  -0.2429253 
## Iteration 5 lambda =  -0.2843561 
## Iteration 6 lambda =  -0.3050715 
## Iteration 7 lambda =  -0.3154293 
## Iteration 8 lambda =  -0.3206081 
## Iteration 9 lambda =  -0.3231975 
## Iteration 10 lambda =  -0.3244923 
## Iteration 11 lambda =  -0.3251396 
## Iteration 12 lambda =  -0.3254633 
## Iteration 13 lambda =  -0.3256251 
## Iteration 14 lambda =  -0.325706 
## Iteration 15 lambda =  -0.3257465 
## Iteration 16 lambda =  -0.3257667 
## Iteration 17 lambda =  -0.3257769 
## Iteration 18 lambda =  -0.3257819 
## Iteration 19 lambda =  -0.3257844 
## Iteration 20 lambda =  -0.3257857 
## Iteration 21 lambda =  -0.3257863 
## Iteration 22 lambda =  -0.3257866 
## Iteration 23 lambda =  -0.3257868 
## Iteration 24 lambda =  -0.3257869 
## Iteration 1 lambda =  0.3169773 
## Iteration 2 lambda =  -0.02453408 
## Iteration 3 lambda =  -0.1952898 
## Iteration 4 lambda =  -0.2806676 
## Iteration 5 lambda =  -0.3233565 
## Iteration 6 lambda =  -0.344701 
## Iteration 7 lambda =  -0.3553732 
## Iteration 8 lambda =  -0.3607093 
## Iteration 9 lambda =  -0.3633774 
## Iteration 10 lambda =  -0.3647114 
## Iteration 11 lambda =  -0.3653784 
## Iteration 12 lambda =  -0.3657119 
## Iteration 13 lambda =  -0.3658787 
## Iteration 14 lambda =  -0.3659621 
## Iteration 15 lambda =  -0.3660038 
## Iteration 16 lambda =  -0.3660246 
## Iteration 17 lambda =  -0.366035 
## Iteration 18 lambda =  -0.3660402 
## Iteration 19 lambda =  -0.3660428 
## Iteration 20 lambda =  -0.3660441 
## Iteration 21 lambda =  -0.3660448 
## Iteration 22 lambda =  -0.3660451 
## Iteration 23 lambda =  -0.3660453 
## Iteration 24 lambda =  -0.3660454 
## Iteration 1 lambda =  0.3416643 
## Iteration 2 lambda =  0.0124964 
## Iteration 3 lambda =  -0.1520875 
## Iteration 4 lambda =  -0.2343795 
## Iteration 5 lambda =  -0.2755255 
## Iteration 6 lambda =  -0.2960985 
## Iteration 7 lambda =  -0.306385 
## Iteration 8 lambda =  -0.3115282 
## Iteration 9 lambda =  -0.3140998 
## Iteration 10 lambda =  -0.3153857 
## Iteration 11 lambda =  -0.3160286 
## Iteration 12 lambda =  -0.31635 
## Iteration 13 lambda =  -0.3165107 
## Iteration 14 lambda =  -0.3165911 
## Iteration 15 lambda =  -0.3166313 
## Iteration 16 lambda =  -0.3166514 
## Iteration 17 lambda =  -0.3166614 
## Iteration 18 lambda =  -0.3166664 
## Iteration 19 lambda =  -0.316669 
## Iteration 20 lambda =  -0.3166702 
## Iteration 21 lambda =  -0.3166708 
## Iteration 22 lambda =  -0.3166712 
## Iteration 23 lambda =  -0.3166713 
## Iteration 24 lambda =  -0.3166714 
## Iteration 1 lambda =  0.3155827 
## Iteration 2 lambda =  -0.02662592 
## Iteration 3 lambda =  -0.1977302 
## Iteration 4 lambda =  -0.2832824 
## Iteration 5 lambda =  -0.3260585 
## Iteration 6 lambda =  -0.3474465 
## Iteration 7 lambda =  -0.3581405 
## Iteration 8 lambda =  -0.3634875 
## Iteration 9 lambda =  -0.366161 
## Iteration 10 lambda =  -0.3674978 
## Iteration 11 lambda =  -0.3681662 
## Iteration 12 lambda =  -0.3685004 
## Iteration 13 lambda =  -0.3686675 
## Iteration 14 lambda =  -0.368751 
## Iteration 15 lambda =  -0.3687928 
## Iteration 16 lambda =  -0.3688137 
## Iteration 17 lambda =  -0.3688241 
## Iteration 18 lambda =  -0.3688293 
## Iteration 19 lambda =  -0.3688319 
## Iteration 20 lambda =  -0.3688332 
## Iteration 21 lambda =  -0.3688339 
## Iteration 22 lambda =  -0.3688342 
## Iteration 23 lambda =  -0.3688344 
## Iteration 24 lambda =  -0.3688345 
## Iteration 1 lambda =  0.3293616 
## Iteration 2 lambda =  -0.005957567 
## Iteration 3 lambda =  -0.1736172 
## Iteration 4 lambda =  -0.257447 
## Iteration 5 lambda =  -0.2993619 
## Iteration 6 lambda =  -0.3203193 
## Iteration 7 lambda =  -0.330798 
## Iteration 8 lambda =  -0.3360374 
## Iteration 9 lambda =  -0.3386571 
## Iteration 10 lambda =  -0.3399669 
## Iteration 11 lambda =  -0.3406218 
## Iteration 12 lambda =  -0.3409493 
## Iteration 13 lambda =  -0.341113 
## Iteration 14 lambda =  -0.3411949 
## Iteration 15 lambda =  -0.3412358 
## Iteration 16 lambda =  -0.3412563 
## Iteration 17 lambda =  -0.3412665 
## Iteration 18 lambda =  -0.3412716 
## Iteration 19 lambda =  -0.3412742 
## Iteration 20 lambda =  -0.3412755 
## Iteration 21 lambda =  -0.3412761 
## Iteration 22 lambda =  -0.3412764 
## Iteration 23 lambda =  -0.3412766 
## Iteration 24 lambda =  -0.3412767 
## Iteration 1 lambda =  0.2868299 
## Iteration 2 lambda =  -0.0697551 
## Iteration 3 lambda =  -0.2480476 
## Iteration 4 lambda =  -0.3371939 
## Iteration 5 lambda =  -0.381767 
## Iteration 6 lambda =  -0.4040536 
## Iteration 7 lambda =  -0.4151969 
## Iteration 8 lambda =  -0.4207685 
## Iteration 9 lambda =  -0.4235543 
## Iteration 10 lambda =  -0.4249472 
## Iteration 11 lambda =  -0.4256437 
## Iteration 12 lambda =  -0.4259919 
## Iteration 13 lambda =  -0.426166 
## Iteration 14 lambda =  -0.4262531 
## Iteration 15 lambda =  -0.4262966 
## Iteration 16 lambda =  -0.4263184 
## Iteration 17 lambda =  -0.4263293 
## Iteration 18 lambda =  -0.4263347 
## Iteration 19 lambda =  -0.4263374 
## Iteration 20 lambda =  -0.4263388 
## Iteration 21 lambda =  -0.4263395 
## Iteration 22 lambda =  -0.4263398 
## Iteration 23 lambda =  -0.42634 
## Iteration 24 lambda =  -0.4263401 
## Iteration 1 lambda =  0.2947342 
## Iteration 2 lambda =  -0.05789871 
## Iteration 3 lambda =  -0.2342152 
## Iteration 4 lambda =  -0.3223734 
## Iteration 5 lambda =  -0.3664525 
## Iteration 6 lambda =  -0.3884921 
## Iteration 7 lambda =  -0.3995118 
## Iteration 8 lambda =  -0.4050217 
## Iteration 9 lambda =  -0.4077767 
## Iteration 10 lambda =  -0.4091541 
## Iteration 11 lambda =  -0.4098429 
## Iteration 12 lambda =  -0.4101872 
## Iteration 13 lambda =  -0.4103594 
## Iteration 14 lambda =  -0.4104455 
## Iteration 15 lambda =  -0.4104886 
## Iteration 16 lambda =  -0.4105101 
## Iteration 17 lambda =  -0.4105209 
## Iteration 18 lambda =  -0.4105262 
## Iteration 19 lambda =  -0.4105289 
## Iteration 20 lambda =  -0.4105303 
## Iteration 21 lambda =  -0.4105309 
## Iteration 22 lambda =  -0.4105313 
## Iteration 23 lambda =  -0.4105314 
## Iteration 24 lambda =  -0.4105315 
## Iteration 1 lambda =  0.3348602 
## Iteration 2 lambda =  0.002290253 
## Iteration 3 lambda =  -0.1639947 
## Iteration 4 lambda =  -0.2471372 
## Iteration 5 lambda =  -0.2887084 
## Iteration 6 lambda =  -0.309494 
## Iteration 7 lambda =  -0.3198869 
## Iteration 8 lambda =  -0.3250833 
## Iteration 9 lambda =  -0.3276815 
## Iteration 10 lambda =  -0.3289806 
## Iteration 11 lambda =  -0.3296301 
## Iteration 12 lambda =  -0.3299549 
## Iteration 13 lambda =  -0.3301173 
## Iteration 14 lambda =  -0.3301985 
## Iteration 15 lambda =  -0.3302391 
## Iteration 16 lambda =  -0.3302594 
## Iteration 17 lambda =  -0.3302695 
## Iteration 18 lambda =  -0.3302746 
## Iteration 19 lambda =  -0.3302771 
## Iteration 20 lambda =  -0.3302784 
## Iteration 21 lambda =  -0.330279 
## Iteration 22 lambda =  -0.3302793 
## Iteration 23 lambda =  -0.3302795 
## Iteration 24 lambda =  -0.3302796 
## Iteration 1 lambda =  0.3308508 
## Iteration 2 lambda =  -0.003723834 
## Iteration 3 lambda =  -0.1710111 
## Iteration 4 lambda =  -0.2546548 
## Iteration 5 lambda =  -0.2964766 
## Iteration 6 lambda =  -0.3173875 
## Iteration 7 lambda =  -0.327843 
## Iteration 8 lambda =  -0.3330707 
## Iteration 9 lambda =  -0.3356846 
## Iteration 10 lambda =  -0.3369915 
## Iteration 11 lambda =  -0.337645 
## Iteration 12 lambda =  -0.3379717 
## Iteration 13 lambda =  -0.3381351 
## Iteration 14 lambda =  -0.3382168 
## Iteration 15 lambda =  -0.3382576 
## Iteration 16 lambda =  -0.338278 
## Iteration 17 lambda =  -0.3382882 
## Iteration 18 lambda =  -0.3382933 
## Iteration 19 lambda =  -0.3382959 
## Iteration 20 lambda =  -0.3382972 
## Iteration 21 lambda =  -0.3382978 
## Iteration 22 lambda =  -0.3382981 
## Iteration 23 lambda =  -0.3382983 
## Iteration 24 lambda =  -0.3382984 
## Iteration 1 lambda =  0.3243984 
## Iteration 2 lambda =  -0.01340235 
## Iteration 3 lambda =  -0.1823027 
## Iteration 4 lambda =  -0.2667529 
## Iteration 5 lambda =  -0.308978 
## Iteration 6 lambda =  -0.3300906 
## Iteration 7 lambda =  -0.3406469 
## Iteration 8 lambda =  -0.345925 
## Iteration 9 lambda =  -0.3485641 
## Iteration 10 lambda =  -0.3498836 
## Iteration 11 lambda =  -0.3505434 
## Iteration 12 lambda =  -0.3508732 
## Iteration 13 lambda =  -0.3510382 
## Iteration 14 lambda =  -0.3511207 
## Iteration 15 lambda =  -0.3511619 
## Iteration 16 lambda =  -0.3511825 
## Iteration 17 lambda =  -0.3511928 
## Iteration 18 lambda =  -0.351198 
## Iteration 19 lambda =  -0.3512006 
## Iteration 20 lambda =  -0.3512018 
## Iteration 21 lambda =  -0.3512025 
## Iteration 22 lambda =  -0.3512028 
## Iteration 23 lambda =  -0.351203 
## Iteration 24 lambda =  -0.351203 
## Iteration 1 lambda =  0.2885111 
## Iteration 2 lambda =  -0.06723328 
## Iteration 3 lambda =  -0.2451055 
## Iteration 4 lambda =  -0.3340416 
## Iteration 5 lambda =  -0.3785097 
## Iteration 6 lambda =  -0.4007437 
## Iteration 7 lambda =  -0.4118607 
## Iteration 8 lambda =  -0.4174192 
## Iteration 9 lambda =  -0.4201985 
## Iteration 10 lambda =  -0.4215881 
## Iteration 11 lambda =  -0.4222829 
## Iteration 12 lambda =  -0.4226303 
## Iteration 13 lambda =  -0.422804 
## Iteration 14 lambda =  -0.4228909 
## Iteration 15 lambda =  -0.4229343 
## Iteration 16 lambda =  -0.422956 
## Iteration 17 lambda =  -0.4229669 
## Iteration 18 lambda =  -0.4229723 
## Iteration 19 lambda =  -0.422975 
## Iteration 20 lambda =  -0.4229764 
## Iteration 21 lambda =  -0.422977 
## Iteration 22 lambda =  -0.4229774 
## Iteration 23 lambda =  -0.4229775 
## Iteration 24 lambda =  -0.4229776 
## Iteration 1 lambda =  0.2993003 
## Iteration 2 lambda =  -0.05104959 
## Iteration 3 lambda =  -0.2262245 
## Iteration 4 lambda =  -0.313812 
## Iteration 5 lambda =  -0.3576057 
## Iteration 6 lambda =  -0.3795026 
## Iteration 7 lambda =  -0.390451 
## Iteration 8 lambda =  -0.3959252 
## Iteration 9 lambda =  -0.3986623 
## Iteration 10 lambda =  -0.4000309 
## Iteration 11 lambda =  -0.4007152 
## Iteration 12 lambda =  -0.4010573 
## Iteration 13 lambda =  -0.4012284 
## Iteration 14 lambda =  -0.4013139 
## Iteration 15 lambda =  -0.4013567 
## Iteration 16 lambda =  -0.4013781 
## Iteration 17 lambda =  -0.4013888 
## Iteration 18 lambda =  -0.4013941 
## Iteration 19 lambda =  -0.4013968 
## Iteration 20 lambda =  -0.4013981 
## Iteration 21 lambda =  -0.4013988 
## Iteration 22 lambda =  -0.4013991 
## Iteration 23 lambda =  -0.4013993 
## Iteration 24 lambda =  -0.4013994 
## Iteration 1 lambda =  0.3162255 
## Iteration 2 lambda =  -0.02566172 
## Iteration 3 lambda =  -0.1966053 
## Iteration 4 lambda =  -0.2820771 
## Iteration 5 lambda =  -0.3248131 
## Iteration 6 lambda =  -0.346181 
## Iteration 7 lambda =  -0.356865 
## Iteration 8 lambda =  -0.362207 
## Iteration 9 lambda =  -0.364878 
## Iteration 10 lambda =  -0.3662135 
## Iteration 11 lambda =  -0.3668812 
## Iteration 12 lambda =  -0.3672151 
## Iteration 13 lambda =  -0.367382 
## Iteration 14 lambda =  -0.3674655 
## Iteration 15 lambda =  -0.3675072 
## Iteration 16 lambda =  -0.3675281 
## Iteration 17 lambda =  -0.3675385 
## Iteration 18 lambda =  -0.3675437 
## Iteration 19 lambda =  -0.3675463 
## Iteration 20 lambda =  -0.3675477 
## Iteration 21 lambda =  -0.3675483 
## Iteration 22 lambda =  -0.3675486 
## Iteration 23 lambda =  -0.3675488 
## Iteration 24 lambda =  -0.3675489 
## Iteration 1 lambda =  0.2977191 
## Iteration 2 lambda =  -0.0534213 
## Iteration 3 lambda =  -0.2289915 
## Iteration 4 lambda =  -0.3167766 
## Iteration 5 lambda =  -0.3606692 
## Iteration 6 lambda =  -0.3826155 
## Iteration 7 lambda =  -0.3935886 
## Iteration 8 lambda =  -0.3990752 
## Iteration 9 lambda =  -0.4018185 
## Iteration 10 lambda =  -0.4031901 
## Iteration 11 lambda =  -0.4038759 
## Iteration 12 lambda =  -0.4042188 
## Iteration 13 lambda =  -0.4043903 
## Iteration 14 lambda =  -0.404476 
## Iteration 15 lambda =  -0.4045189 
## Iteration 16 lambda =  -0.4045403 
## Iteration 17 lambda =  -0.404551 
## Iteration 18 lambda =  -0.4045564 
## Iteration 19 lambda =  -0.4045591 
## Iteration 20 lambda =  -0.4045604 
## Iteration 21 lambda =  -0.4045611 
## Iteration 22 lambda =  -0.4045614 
## Iteration 23 lambda =  -0.4045616 
## Iteration 24 lambda =  -0.4045617 
## Iteration 1 lambda =  0.335024 
## Iteration 2 lambda =  0.002535955 
## Iteration 3 lambda =  -0.1637081 
## Iteration 4 lambda =  -0.2468301 
## Iteration 5 lambda =  -0.2883911 
## Iteration 6 lambda =  -0.3091716 
## Iteration 7 lambda =  -0.3195618 
## Iteration 8 lambda =  -0.3247569 
## Iteration 9 lambda =  -0.3273545 
## Iteration 10 lambda =  -0.3286533 
## Iteration 11 lambda =  -0.3293027 
## Iteration 12 lambda =  -0.3296274 
## Iteration 13 lambda =  -0.3297897 
## Iteration 14 lambda =  -0.3298709 
## Iteration 15 lambda =  -0.3299115 
## Iteration 16 lambda =  -0.3299318 
## Iteration 17 lambda =  -0.3299419 
## Iteration 18 lambda =  -0.329947 
## Iteration 19 lambda =  -0.3299495 
## Iteration 20 lambda =  -0.3299508 
## Iteration 21 lambda =  -0.3299514 
## Iteration 22 lambda =  -0.3299517 
## Iteration 23 lambda =  -0.3299519 
## Iteration 24 lambda =  -0.329952 
## Iteration 1 lambda =  0.2888968 
## Iteration 2 lambda =  -0.06665482 
## Iteration 3 lambda =  -0.2444306 
## Iteration 4 lambda =  -0.3333185 
## Iteration 5 lambda =  -0.3777625 
## Iteration 6 lambda =  -0.3999844 
## Iteration 7 lambda =  -0.4110954 
## Iteration 8 lambda =  -0.4166509 
## Iteration 9 lambda =  -0.4194287 
## Iteration 10 lambda =  -0.4208175 
## Iteration 11 lambda =  -0.421512 
## Iteration 12 lambda =  -0.4218592 
## Iteration 13 lambda =  -0.4220328 
## Iteration 14 lambda =  -0.4221196 
## Iteration 15 lambda =  -0.422163 
## Iteration 16 lambda =  -0.4221847 
## Iteration 17 lambda =  -0.4221956 
## Iteration 18 lambda =  -0.422201 
## Iteration 19 lambda =  -0.4222037 
## Iteration 20 lambda =  -0.4222051 
## Iteration 21 lambda =  -0.4222057 
## Iteration 22 lambda =  -0.4222061 
## Iteration 23 lambda =  -0.4222063 
## Iteration 24 lambda =  -0.4222063 
## Iteration 1 lambda =  0.28767 
## Iteration 2 lambda =  -0.068495 
## Iteration 3 lambda =  -0.2465775 
## Iteration 4 lambda =  -0.3356187 
## Iteration 5 lambda =  -0.3801394 
## Iteration 6 lambda =  -0.4023997 
## Iteration 7 lambda =  -0.4135298 
## Iteration 8 lambda =  -0.4190949 
## Iteration 9 lambda =  -0.4218775 
## Iteration 10 lambda =  -0.4232687 
## Iteration 11 lambda =  -0.4239644 
## Iteration 12 lambda =  -0.4243122 
## Iteration 13 lambda =  -0.4244861 
## Iteration 14 lambda =  -0.424573 
## Iteration 15 lambda =  -0.4246165 
## Iteration 16 lambda =  -0.4246383 
## Iteration 17 lambda =  -0.4246491 
## Iteration 18 lambda =  -0.4246546 
## Iteration 19 lambda =  -0.4246573 
## Iteration 20 lambda =  -0.4246586 
## Iteration 21 lambda =  -0.4246593 
## Iteration 22 lambda =  -0.4246597 
## Iteration 23 lambda =  -0.4246598 
## Iteration 24 lambda =  -0.4246599 
## Iteration 1 lambda =  0.3284534 
## Iteration 2 lambda =  -0.007319898 
## Iteration 3 lambda =  -0.1752065 
## Iteration 4 lambda =  -0.2591499 
## Iteration 5 lambda =  -0.3011215 
## Iteration 6 lambda =  -0.3221074 
## Iteration 7 lambda =  -0.3326003 
## Iteration 8 lambda =  -0.3378467 
## Iteration 9 lambda =  -0.34047 
## Iteration 10 lambda =  -0.3417816 
## Iteration 11 lambda =  -0.3424374 
## Iteration 12 lambda =  -0.3427653 
## Iteration 13 lambda =  -0.3429292 
## Iteration 14 lambda =  -0.3430112 
## Iteration 15 lambda =  -0.3430522 
## Iteration 16 lambda =  -0.3430727 
## Iteration 17 lambda =  -0.343083 
## Iteration 18 lambda =  -0.3430881 
## Iteration 19 lambda =  -0.3430906 
## Iteration 20 lambda =  -0.3430919 
## Iteration 21 lambda =  -0.3430926 
## Iteration 22 lambda =  -0.3430929 
## Iteration 23 lambda =  -0.343093 
## Iteration 24 lambda =  -0.3430931 
## Iteration 1 lambda =  0.3327212 
## Iteration 2 lambda =  -0.000918162 
## Iteration 3 lambda =  -0.1677379 
## Iteration 4 lambda =  -0.2511477 
## Iteration 5 lambda =  -0.2928526 
## Iteration 6 lambda =  -0.3137051 
## Iteration 7 lambda =  -0.3241313 
## Iteration 8 lambda =  -0.3293444 
## Iteration 9 lambda =  -0.331951 
## Iteration 10 lambda =  -0.3332543 
## Iteration 11 lambda =  -0.3339059 
## Iteration 12 lambda =  -0.3342317 
## Iteration 13 lambda =  -0.3343946 
## Iteration 14 lambda =  -0.3344761 
## Iteration 15 lambda =  -0.3345168 
## Iteration 16 lambda =  -0.3345372 
## Iteration 17 lambda =  -0.3345474 
## Iteration 18 lambda =  -0.3345525 
## Iteration 19 lambda =  -0.334555 
## Iteration 20 lambda =  -0.3345563 
## Iteration 21 lambda =  -0.3345569 
## Iteration 22 lambda =  -0.3345572 
## Iteration 23 lambda =  -0.3345574 
## Iteration 24 lambda =  -0.3345575 
## Iteration 1 lambda =  0.3396091 
## Iteration 2 lambda =  0.009413672 
## Iteration 3 lambda =  -0.155684 
## Iteration 4 lambda =  -0.2382329 
## Iteration 5 lambda =  -0.2795073 
## Iteration 6 lambda =  -0.3001446 
## Iteration 7 lambda =  -0.3104632 
## Iteration 8 lambda =  -0.3156225 
## Iteration 9 lambda =  -0.3182021 
## Iteration 10 lambda =  -0.3194919 
## Iteration 11 lambda =  -0.3201369 
## Iteration 12 lambda =  -0.3204593 
## Iteration 13 lambda =  -0.3206205 
## Iteration 14 lambda =  -0.3207012 
## Iteration 15 lambda =  -0.3207415 
## Iteration 16 lambda =  -0.3207616 
## Iteration 17 lambda =  -0.3207717 
## Iteration 18 lambda =  -0.3207767 
## Iteration 19 lambda =  -0.3207793 
## Iteration 20 lambda =  -0.3207805 
## Iteration 21 lambda =  -0.3207811 
## Iteration 22 lambda =  -0.3207815 
## Iteration 23 lambda =  -0.3207816 
## Iteration 24 lambda =  -0.3207817 
## Iteration 1 lambda =  0.3009988 
## Iteration 2 lambda =  -0.04850187 
## Iteration 3 lambda =  -0.2232522 
## Iteration 4 lambda =  -0.3106273 
## Iteration 5 lambda =  -0.3543149 
## Iteration 6 lambda =  -0.3761587 
## Iteration 7 lambda =  -0.3870806 
## Iteration 8 lambda =  -0.3925416 
## Iteration 9 lambda =  -0.395272 
## Iteration 10 lambda =  -0.3966373 
## Iteration 11 lambda =  -0.3973199 
## Iteration 12 lambda =  -0.3976612 
## Iteration 13 lambda =  -0.3978318 
## Iteration 14 lambda =  -0.3979172 
## Iteration 15 lambda =  -0.3979598 
## Iteration 16 lambda =  -0.3979812 
## Iteration 17 lambda =  -0.3979918 
## Iteration 18 lambda =  -0.3979972 
## Iteration 19 lambda =  -0.3979998 
## Iteration 20 lambda =  -0.3980012 
## Iteration 21 lambda =  -0.3980018 
## Iteration 22 lambda =  -0.3980022 
## Iteration 23 lambda =  -0.3980023 
## Iteration 24 lambda =  -0.3980024 
## Iteration 1 lambda =  0.2833931 
## Iteration 2 lambda =  -0.07491028 
## Iteration 3 lambda =  -0.254062 
## Iteration 4 lambda =  -0.3436379 
## Iteration 5 lambda =  -0.3884258 
## Iteration 6 lambda =  -0.4108197 
## Iteration 7 lambda =  -0.4220167 
## Iteration 8 lambda =  -0.4276152 
## Iteration 9 lambda =  -0.4304145 
## Iteration 10 lambda =  -0.4318141 
## Iteration 11 lambda =  -0.4325139 
## Iteration 12 lambda =  -0.4328638 
## Iteration 13 lambda =  -0.4330388 
## Iteration 14 lambda =  -0.4331262 
## Iteration 15 lambda =  -0.43317 
## Iteration 16 lambda =  -0.4331918 
## Iteration 17 lambda =  -0.4332028 
## Iteration 18 lambda =  -0.4332082 
## Iteration 19 lambda =  -0.433211 
## Iteration 20 lambda =  -0.4332123 
## Iteration 21 lambda =  -0.433213 
## Iteration 22 lambda =  -0.4332134 
## Iteration 23 lambda =  -0.4332135 
## Iteration 24 lambda =  -0.4332136 
## Iteration 1 lambda =  0.3196371 
## Iteration 2 lambda =  -0.02054429 
## Iteration 3 lambda =  -0.190635 
## Iteration 4 lambda =  -0.2756804 
## Iteration 5 lambda =  -0.318203 
## Iteration 6 lambda =  -0.3394644 
## Iteration 7 lambda =  -0.350095 
## Iteration 8 lambda =  -0.3554104 
## Iteration 9 lambda =  -0.358068 
## Iteration 10 lambda =  -0.3593969 
## Iteration 11 lambda =  -0.3600613 
## Iteration 12 lambda =  -0.3603935 
## Iteration 13 lambda =  -0.3605596 
## Iteration 14 lambda =  -0.3606427 
## Iteration 15 lambda =  -0.3606842 
## Iteration 16 lambda =  -0.360705 
## Iteration 17 lambda =  -0.3607153 
## Iteration 18 lambda =  -0.3607205 
## Iteration 19 lambda =  -0.3607231 
## Iteration 20 lambda =  -0.3607244 
## Iteration 21 lambda =  -0.3607251 
## Iteration 22 lambda =  -0.3607254 
## Iteration 23 lambda =  -0.3607256 
## Iteration 24 lambda =  -0.3607256 
## Iteration 1 lambda =  0.3257032 
## Iteration 2 lambda =  -0.01144527 
## Iteration 3 lambda =  -0.1800195 
## Iteration 4 lambda =  -0.2643066 
## Iteration 5 lambda =  -0.3064501 
## Iteration 6 lambda =  -0.3275219 
## Iteration 7 lambda =  -0.3380578 
## Iteration 8 lambda =  -0.3433258 
## Iteration 9 lambda =  -0.3459597 
## Iteration 10 lambda =  -0.3472767 
## Iteration 11 lambda =  -0.3479352 
## Iteration 12 lambda =  -0.3482644 
## Iteration 13 lambda =  -0.3484291 
## Iteration 14 lambda =  -0.3485114 
## Iteration 15 lambda =  -0.3485525 
## Iteration 16 lambda =  -0.3485731 
## Iteration 17 lambda =  -0.3485834 
## Iteration 18 lambda =  -0.3485886 
## Iteration 19 lambda =  -0.3485911 
## Iteration 20 lambda =  -0.3485924 
## Iteration 21 lambda =  -0.3485931 
## Iteration 22 lambda =  -0.3485934 
## Iteration 23 lambda =  -0.3485935 
## Iteration 24 lambda =  -0.3485936 
## Iteration 1 lambda =  0.3258849 
## Iteration 2 lambda =  -0.01117268 
## Iteration 3 lambda =  -0.1797015 
## Iteration 4 lambda =  -0.2639659 
## Iteration 5 lambda =  -0.306098 
## Iteration 6 lambda =  -0.3271641 
## Iteration 7 lambda =  -0.3376972 
## Iteration 8 lambda =  -0.3429637 
## Iteration 9 lambda =  -0.345597 
## Iteration 10 lambda =  -0.3469136 
## Iteration 11 lambda =  -0.3475719 
## Iteration 12 lambda =  -0.3479011 
## Iteration 13 lambda =  -0.3480657 
## Iteration 14 lambda =  -0.348148 
## Iteration 15 lambda =  -0.3481891 
## Iteration 16 lambda =  -0.3482097 
## Iteration 17 lambda =  -0.34822 
## Iteration 18 lambda =  -0.3482251 
## Iteration 19 lambda =  -0.3482277 
## Iteration 20 lambda =  -0.348229 
## Iteration 21 lambda =  -0.3482296 
## Iteration 22 lambda =  -0.3482299 
## Iteration 23 lambda =  -0.3482301 
## Iteration 24 lambda =  -0.3482302 
## Iteration 1 lambda =  0.3038686 
## Iteration 2 lambda =  -0.04419703 
## Iteration 3 lambda =  -0.2182299 
## Iteration 4 lambda =  -0.3052463 
## Iteration 5 lambda =  -0.3487545 
## Iteration 6 lambda =  -0.3705086 
## Iteration 7 lambda =  -0.3813857 
## Iteration 8 lambda =  -0.3868242 
## Iteration 9 lambda =  -0.3895434 
## Iteration 10 lambda =  -0.3909031 
## Iteration 11 lambda =  -0.3915829 
## Iteration 12 lambda =  -0.3919228 
## Iteration 13 lambda =  -0.3920928 
## Iteration 14 lambda =  -0.3921777 
## Iteration 15 lambda =  -0.3922202 
## Iteration 16 lambda =  -0.3922415 
## Iteration 17 lambda =  -0.3922521 
## Iteration 18 lambda =  -0.3922574 
## Iteration 19 lambda =  -0.3922601 
## Iteration 20 lambda =  -0.3922614 
## Iteration 21 lambda =  -0.392262 
## Iteration 22 lambda =  -0.3922624 
## Iteration 23 lambda =  -0.3922625 
## Iteration 24 lambda =  -0.3922626 
## Iteration 1 lambda =  0.3252104 
## Iteration 2 lambda =  -0.01218441 
## Iteration 3 lambda =  -0.1808818 
## Iteration 4 lambda =  -0.2652305 
## Iteration 5 lambda =  -0.3074049 
## Iteration 6 lambda =  -0.328492 
## Iteration 7 lambda =  -0.3390356 
## Iteration 8 lambda =  -0.3443074 
## Iteration 9 lambda =  -0.3469433 
## Iteration 10 lambda =  -0.3482613 
## Iteration 11 lambda =  -0.3489202 
## Iteration 12 lambda =  -0.3492497 
## Iteration 13 lambda =  -0.3494145 
## Iteration 14 lambda =  -0.3494968 
## Iteration 15 lambda =  -0.349538 
## Iteration 16 lambda =  -0.3495586 
## Iteration 17 lambda =  -0.3495689 
## Iteration 18 lambda =  -0.3495741 
## Iteration 19 lambda =  -0.3495766 
## Iteration 20 lambda =  -0.3495779 
## Iteration 21 lambda =  -0.3495786 
## Iteration 22 lambda =  -0.3495789 
## Iteration 23 lambda =  -0.3495791 
## Iteration 24 lambda =  -0.3495791 
## Iteration 1 lambda =  0.3088621 
## Iteration 2 lambda =  -0.03670686 
## Iteration 3 lambda =  -0.2094913 
## Iteration 4 lambda =  -0.2958836 
## Iteration 5 lambda =  -0.3390797 
## Iteration 6 lambda =  -0.3606778 
## Iteration 7 lambda =  -0.3714768 
## Iteration 8 lambda =  -0.3768763 
## Iteration 9 lambda =  -0.3795761 
## Iteration 10 lambda =  -0.3809259 
## Iteration 11 lambda =  -0.3816009 
## Iteration 12 lambda =  -0.3819383 
## Iteration 13 lambda =  -0.3821071 
## Iteration 14 lambda =  -0.3821914 
## Iteration 15 lambda =  -0.3822336 
## Iteration 16 lambda =  -0.3822547 
## Iteration 17 lambda =  -0.3822653 
## Iteration 18 lambda =  -0.3822705 
## Iteration 19 lambda =  -0.3822732 
## Iteration 20 lambda =  -0.3822745 
## Iteration 21 lambda =  -0.3822752 
## Iteration 22 lambda =  -0.3822755 
## Iteration 23 lambda =  -0.3822756 
## Iteration 24 lambda =  -0.3822757 
## Iteration 1 lambda =  0.3167054 
## Iteration 2 lambda =  -0.02494193 
## Iteration 3 lambda =  -0.1957656 
## Iteration 4 lambda =  -0.2811774 
## Iteration 5 lambda =  -0.3238833 
## Iteration 6 lambda =  -0.3452363 
## Iteration 7 lambda =  -0.3559128 
## Iteration 8 lambda =  -0.361251 
## Iteration 9 lambda =  -0.3639201 
## Iteration 10 lambda =  -0.3652547 
## Iteration 11 lambda =  -0.365922 
## Iteration 12 lambda =  -0.3662556 
## Iteration 13 lambda =  -0.3664224 
## Iteration 14 lambda =  -0.3665058 
## Iteration 15 lambda =  -0.3665475 
## Iteration 16 lambda =  -0.3665684 
## Iteration 17 lambda =  -0.3665788 
## Iteration 18 lambda =  -0.366584 
## Iteration 19 lambda =  -0.3665866 
## Iteration 20 lambda =  -0.3665879 
## Iteration 21 lambda =  -0.3665886 
## Iteration 22 lambda =  -0.3665889 
## Iteration 23 lambda =  -0.3665891 
## Iteration 24 lambda =  -0.3665892 
## Iteration 1 lambda =  0.3138757 
## Iteration 2 lambda =  -0.02918642 
## Iteration 3 lambda =  -0.2007175 
## Iteration 4 lambda =  -0.286483 
## Iteration 5 lambda =  -0.3293658 
## Iteration 6 lambda =  -0.3508072 
## Iteration 7 lambda =  -0.3615279 
## Iteration 8 lambda =  -0.3668882 
## Iteration 9 lambda =  -0.3695684 
## Iteration 10 lambda =  -0.3709085 
## Iteration 11 lambda =  -0.3715785 
## Iteration 12 lambda =  -0.3719135 
## Iteration 13 lambda =  -0.3720811 
## Iteration 14 lambda =  -0.3721648 
## Iteration 15 lambda =  -0.3722067 
## Iteration 16 lambda =  -0.3722276 
## Iteration 17 lambda =  -0.3722381 
## Iteration 18 lambda =  -0.3722433 
## Iteration 19 lambda =  -0.3722459 
## Iteration 20 lambda =  -0.3722473 
## Iteration 21 lambda =  -0.3722479 
## Iteration 22 lambda =  -0.3722482 
## Iteration 23 lambda =  -0.3722484 
## Iteration 24 lambda =  -0.3722485 
## Iteration 1 lambda =  0.283281 
## Iteration 2 lambda =  -0.07507854 
## Iteration 3 lambda =  -0.2542583 
## Iteration 4 lambda =  -0.3438482 
## Iteration 5 lambda =  -0.3886431 
## Iteration 6 lambda =  -0.4110406 
## Iteration 7 lambda =  -0.4222393 
## Iteration 8 lambda =  -0.4278387 
## Iteration 9 lambda =  -0.4306384 
## Iteration 10 lambda =  -0.4320382 
## Iteration 11 lambda =  -0.4327381 
## Iteration 12 lambda =  -0.4330881 
## Iteration 13 lambda =  -0.4332631 
## Iteration 14 lambda =  -0.4333506 
## Iteration 15 lambda =  -0.4333943 
## Iteration 16 lambda =  -0.4334162 
## Iteration 17 lambda =  -0.4334271 
## Iteration 18 lambda =  -0.4334326 
## Iteration 19 lambda =  -0.4334353 
## Iteration 20 lambda =  -0.4334367 
## Iteration 21 lambda =  -0.4334374 
## Iteration 22 lambda =  -0.4334377 
## Iteration 23 lambda =  -0.4334379 
## Iteration 24 lambda =  -0.433438 
## Iteration 1 lambda =  0.3099794 
## Iteration 2 lambda =  -0.0350309 
## Iteration 3 lambda =  -0.2075361 
## Iteration 4 lambda =  -0.2937886 
## Iteration 5 lambda =  -0.3369149 
## Iteration 6 lambda =  -0.3584781 
## Iteration 7 lambda =  -0.3692596 
## Iteration 8 lambda =  -0.3746504 
## Iteration 9 lambda =  -0.3773458 
## Iteration 10 lambda =  -0.3786935 
## Iteration 11 lambda =  -0.3793674 
## Iteration 12 lambda =  -0.3797043 
## Iteration 13 lambda =  -0.3798727 
## Iteration 14 lambda =  -0.379957 
## Iteration 15 lambda =  -0.3799991 
## Iteration 16 lambda =  -0.3800201 
## Iteration 17 lambda =  -0.3800307 
## Iteration 18 lambda =  -0.3800359 
## Iteration 19 lambda =  -0.3800386 
## Iteration 20 lambda =  -0.3800399 
## Iteration 21 lambda =  -0.3800405 
## Iteration 22 lambda =  -0.3800409 
## Iteration 23 lambda =  -0.380041 
## Iteration 24 lambda =  -0.3800411 
## Iteration 1 lambda =  0.3093701 
## Iteration 2 lambda =  -0.03594481 
## Iteration 3 lambda =  -0.2086023 
## Iteration 4 lambda =  -0.294931 
## Iteration 5 lambda =  -0.3380954 
## Iteration 6 lambda =  -0.3596776 
## Iteration 7 lambda =  -0.3704687 
## Iteration 8 lambda =  -0.3758642 
## Iteration 9 lambda =  -0.378562 
## Iteration 10 lambda =  -0.3799109 
## Iteration 11 lambda =  -0.3805853 
## Iteration 12 lambda =  -0.3809225 
## Iteration 13 lambda =  -0.3810911 
## Iteration 14 lambda =  -0.3811754 
## Iteration 15 lambda =  -0.3812176 
## Iteration 16 lambda =  -0.3812387 
## Iteration 17 lambda =  -0.3812492 
## Iteration 18 lambda =  -0.3812545 
## Iteration 19 lambda =  -0.3812571 
## Iteration 20 lambda =  -0.3812584 
## Iteration 21 lambda =  -0.3812591 
## Iteration 22 lambda =  -0.3812594 
## Iteration 23 lambda =  -0.3812596 
## Iteration 24 lambda =  -0.3812597 
## Iteration 1 lambda =  0.2931288 
## Iteration 2 lambda =  -0.06030676 
## Iteration 3 lambda =  -0.2370245 
## Iteration 4 lambda =  -0.3253834 
## Iteration 5 lambda =  -0.3695629 
## Iteration 6 lambda =  -0.3916526 
## Iteration 7 lambda =  -0.4026975 
## Iteration 8 lambda =  -0.4082199 
## Iteration 9 lambda =  -0.4109811 
## Iteration 10 lambda =  -0.4123617 
## Iteration 11 lambda =  -0.413052 
## Iteration 12 lambda =  -0.4133972 
## Iteration 13 lambda =  -0.4135698 
## Iteration 14 lambda =  -0.4136561 
## Iteration 15 lambda =  -0.4136992 
## Iteration 16 lambda =  -0.4137208 
## Iteration 17 lambda =  -0.4137316 
## Iteration 18 lambda =  -0.4137369 
## Iteration 19 lambda =  -0.4137396 
## Iteration 20 lambda =  -0.413741 
## Iteration 21 lambda =  -0.4137417 
## Iteration 22 lambda =  -0.413742 
## Iteration 23 lambda =  -0.4137422 
## Iteration 24 lambda =  -0.4137423 
## Iteration 1 lambda =  0.3157025 
## Iteration 2 lambda =  -0.02644626 
## Iteration 3 lambda =  -0.1975206 
## Iteration 4 lambda =  -0.2830578 
## Iteration 5 lambda =  -0.3258264 
## Iteration 6 lambda =  -0.3472107 
## Iteration 7 lambda =  -0.3579029 
## Iteration 8 lambda =  -0.3632489 
## Iteration 9 lambda =  -0.365922 
## Iteration 10 lambda =  -0.3672585 
## Iteration 11 lambda =  -0.3679267 
## Iteration 12 lambda =  -0.3682609 
## Iteration 13 lambda =  -0.3684279 
## Iteration 14 lambda =  -0.3685115 
## Iteration 15 lambda =  -0.3685532 
## Iteration 16 lambda =  -0.3685741 
## Iteration 17 lambda =  -0.3685846 
## Iteration 18 lambda =  -0.3685898 
## Iteration 19 lambda =  -0.3685924 
## Iteration 20 lambda =  -0.3685937 
## Iteration 21 lambda =  -0.3685944 
## Iteration 22 lambda =  -0.3685947 
## Iteration 23 lambda =  -0.3685948 
## Iteration 24 lambda =  -0.3685949 
## Iteration 1 lambda =  0.3382506 
## Iteration 2 lambda =  0.007375836 
## Iteration 3 lambda =  -0.1580615 
## Iteration 4 lambda =  -0.2407802 
## Iteration 5 lambda =  -0.2821395 
## Iteration 6 lambda =  -0.3028192 
## Iteration 7 lambda =  -0.3131591 
## Iteration 8 lambda =  -0.318329 
## Iteration 9 lambda =  -0.3209139 
## Iteration 10 lambda =  -0.3222064 
## Iteration 11 lambda =  -0.3228526 
## Iteration 12 lambda =  -0.3231758 
## Iteration 13 lambda =  -0.3233373 
## Iteration 14 lambda =  -0.3234181 
## Iteration 15 lambda =  -0.3234585 
## Iteration 16 lambda =  -0.3234787 
## Iteration 17 lambda =  -0.3234888 
## Iteration 18 lambda =  -0.3234938 
## Iteration 19 lambda =  -0.3234964 
## Iteration 20 lambda =  -0.3234976 
## Iteration 21 lambda =  -0.3234983 
## Iteration 22 lambda =  -0.3234986 
## Iteration 23 lambda =  -0.3234987 
## Iteration 24 lambda =  -0.3234988 
## Iteration 1 lambda =  0.2941376 
## Iteration 2 lambda =  -0.05879356 
## Iteration 3 lambda =  -0.2352591 
## Iteration 4 lambda =  -0.3234919 
## Iteration 5 lambda =  -0.3676083 
## Iteration 6 lambda =  -0.3896665 
## Iteration 7 lambda =  -0.4006956 
## Iteration 8 lambda =  -0.4062102 
## Iteration 9 lambda =  -0.4089675 
## Iteration 10 lambda =  -0.4103461 
## Iteration 11 lambda =  -0.4110354 
## Iteration 12 lambda =  -0.4113801 
## Iteration 13 lambda =  -0.4115524 
## Iteration 14 lambda =  -0.4116386 
## Iteration 15 lambda =  -0.4116817 
## Iteration 16 lambda =  -0.4117032 
## Iteration 17 lambda =  -0.411714 
## Iteration 18 lambda =  -0.4117194 
## Iteration 19 lambda =  -0.411722 
## Iteration 20 lambda =  -0.4117234 
## Iteration 21 lambda =  -0.4117241 
## Iteration 22 lambda =  -0.4117244 
## Iteration 23 lambda =  -0.4117246 
## Iteration 24 lambda =  -0.4117247 
## Iteration 1 lambda =  0.2962325 
## Iteration 2 lambda =  -0.05565131 
## Iteration 3 lambda =  -0.2315932 
## Iteration 4 lambda =  -0.3195641 
## Iteration 5 lambda =  -0.3635496 
## Iteration 6 lambda =  -0.3855423 
## Iteration 7 lambda =  -0.3965387 
## Iteration 8 lambda =  -0.4020369 
## Iteration 9 lambda =  -0.404786 
## Iteration 10 lambda =  -0.4061605 
## Iteration 11 lambda =  -0.4068478 
## Iteration 12 lambda =  -0.4071914 
## Iteration 13 lambda =  -0.4073633 
## Iteration 14 lambda =  -0.4074492 
## Iteration 15 lambda =  -0.4074921 
## Iteration 16 lambda =  -0.4075136 
## Iteration 17 lambda =  -0.4075243 
## Iteration 18 lambda =  -0.4075297 
## Iteration 19 lambda =  -0.4075324 
## Iteration 20 lambda =  -0.4075337 
## Iteration 21 lambda =  -0.4075344 
## Iteration 22 lambda =  -0.4075347 
## Iteration 23 lambda =  -0.4075349 
## Iteration 24 lambda =  -0.407535 
## Iteration 1 lambda =  0.3258965 
## Iteration 2 lambda =  -0.01115521 
## Iteration 3 lambda =  -0.1796811 
## Iteration 4 lambda =  -0.263944 
## Iteration 5 lambda =  -0.3060755 
## Iteration 6 lambda =  -0.3271412 
## Iteration 7 lambda =  -0.3376741 
## Iteration 8 lambda =  -0.3429405 
## Iteration 9 lambda =  -0.3455737 
## Iteration 10 lambda =  -0.3468903 
## Iteration 11 lambda =  -0.3475486 
## Iteration 12 lambda =  -0.3478778 
## Iteration 13 lambda =  -0.3480424 
## Iteration 14 lambda =  -0.3481247 
## Iteration 15 lambda =  -0.3481658 
## Iteration 16 lambda =  -0.3481864 
## Iteration 17 lambda =  -0.3481967 
## Iteration 18 lambda =  -0.3482018 
## Iteration 19 lambda =  -0.3482044 
## Iteration 20 lambda =  -0.3482057 
## Iteration 21 lambda =  -0.3482063 
## Iteration 22 lambda =  -0.3482066 
## Iteration 23 lambda =  -0.3482068 
## Iteration 24 lambda =  -0.3482069 
## Iteration 1 lambda =  0.3066646 
## Iteration 2 lambda =  -0.04000308 
## Iteration 3 lambda =  -0.2133369 
## Iteration 4 lambda =  -0.3000039 
## Iteration 5 lambda =  -0.3433373 
## Iteration 6 lambda =  -0.365004 
## Iteration 7 lambda =  -0.3758374 
## Iteration 8 lambda =  -0.3812541 
## Iteration 9 lambda =  -0.3839624 
## Iteration 10 lambda =  -0.3853166 
## Iteration 11 lambda =  -0.3859937 
## Iteration 12 lambda =  -0.3863322 
## Iteration 13 lambda =  -0.3865015 
## Iteration 14 lambda =  -0.3865861 
## Iteration 15 lambda =  -0.3866285 
## Iteration 16 lambda =  -0.3866496 
## Iteration 17 lambda =  -0.3866602 
## Iteration 18 lambda =  -0.3866655 
## Iteration 19 lambda =  -0.3866681 
## Iteration 20 lambda =  -0.3866695 
## Iteration 21 lambda =  -0.3866701 
## Iteration 22 lambda =  -0.3866704 
## Iteration 23 lambda =  -0.3866706 
## Iteration 24 lambda =  -0.3866707 
## Iteration 1 lambda =  0.3082829 
## Iteration 2 lambda =  -0.03757558 
## Iteration 3 lambda =  -0.2105048 
## Iteration 4 lambda =  -0.2969695 
## Iteration 5 lambda =  -0.3402018 
## Iteration 6 lambda =  -0.361818 
## Iteration 7 lambda =  -0.372626 
## Iteration 8 lambda =  -0.3780301 
## Iteration 9 lambda =  -0.3807321 
## Iteration 10 lambda =  -0.3820831 
## Iteration 11 lambda =  -0.3827586 
## Iteration 12 lambda =  -0.3830964 
## Iteration 13 lambda =  -0.3832652 
## Iteration 14 lambda =  -0.3833497 
## Iteration 15 lambda =  -0.3833919 
## Iteration 16 lambda =  -0.383413 
## Iteration 17 lambda =  -0.3834236 
## Iteration 18 lambda =  -0.3834288 
## Iteration 19 lambda =  -0.3834315 
## Iteration 20 lambda =  -0.3834328 
## Iteration 21 lambda =  -0.3834334 
## Iteration 22 lambda =  -0.3834338 
## Iteration 23 lambda =  -0.3834339 
## Iteration 24 lambda =  -0.383434 
## Iteration 1 lambda =  0.337203 
## Iteration 2 lambda =  0.005804441 
## Iteration 3 lambda =  -0.1598948 
## Iteration 4 lambda =  -0.2427444 
## Iteration 5 lambda =  -0.2841693 
## Iteration 6 lambda =  -0.3048817 
## Iteration 7 lambda =  -0.3152379 
## Iteration 8 lambda =  -0.320416 
## Iteration 9 lambda =  -0.323005 
## Iteration 10 lambda =  -0.3242996 
## Iteration 11 lambda =  -0.3249468 
## Iteration 12 lambda =  -0.3252704 
## Iteration 13 lambda =  -0.3254323 
## Iteration 14 lambda =  -0.3255132 
## Iteration 15 lambda =  -0.3255536 
## Iteration 16 lambda =  -0.3255739 
## Iteration 17 lambda =  -0.325584 
## Iteration 18 lambda =  -0.325589 
## Iteration 19 lambda =  -0.3255916 
## Iteration 20 lambda =  -0.3255928 
## Iteration 21 lambda =  -0.3255934 
## Iteration 22 lambda =  -0.3255938 
## Iteration 23 lambda =  -0.3255939 
## Iteration 24 lambda =  -0.325594 
## Iteration 1 lambda =  0.3217798 
## Iteration 2 lambda =  -0.01733024 
## Iteration 3 lambda =  -0.1868853 
## Iteration 4 lambda =  -0.2716628 
## Iteration 5 lambda =  -0.3140516 
## Iteration 6 lambda =  -0.3352459 
## Iteration 7 lambda =  -0.3458431 
## Iteration 8 lambda =  -0.3511417 
## Iteration 9 lambda =  -0.353791 
## Iteration 10 lambda =  -0.3551157 
## Iteration 11 lambda =  -0.355778 
## Iteration 12 lambda =  -0.3561092 
## Iteration 13 lambda =  -0.3562747 
## Iteration 14 lambda =  -0.3563575 
## Iteration 15 lambda =  -0.3563989 
## Iteration 16 lambda =  -0.3564196 
## Iteration 17 lambda =  -0.35643 
## Iteration 18 lambda =  -0.3564351 
## Iteration 19 lambda =  -0.3564377 
## Iteration 20 lambda =  -0.356439 
## Iteration 21 lambda =  -0.3564397 
## Iteration 22 lambda =  -0.35644 
## Iteration 23 lambda =  -0.3564402 
## Iteration 24 lambda =  -0.3564402 
## Iteration 1 lambda =  0.346521 
## Iteration 2 lambda =  0.01978156 
## Iteration 3 lambda =  -0.1435882 
## Iteration 4 lambda =  -0.2252731 
## Iteration 5 lambda =  -0.2661155 
## Iteration 6 lambda =  -0.2865367 
## Iteration 7 lambda =  -0.2967473 
## Iteration 8 lambda =  -0.3018526 
## Iteration 9 lambda =  -0.3044053 
## Iteration 10 lambda =  -0.3056816 
## Iteration 11 lambda =  -0.3063198 
## Iteration 12 lambda =  -0.3066388 
## Iteration 13 lambda =  -0.3067984 
## Iteration 14 lambda =  -0.3068782 
## Iteration 15 lambda =  -0.306918 
## Iteration 16 lambda =  -0.306938 
## Iteration 17 lambda =  -0.306948 
## Iteration 18 lambda =  -0.3069529 
## Iteration 19 lambda =  -0.3069554 
## Iteration 20 lambda =  -0.3069567 
## Iteration 21 lambda =  -0.3069573 
## Iteration 22 lambda =  -0.3069576 
## Iteration 23 lambda =  -0.3069578 
## Iteration 24 lambda =  -0.3069578 
## Iteration 1 lambda =  0.3238622 
## Iteration 2 lambda =  -0.01420664 
## Iteration 3 lambda =  -0.1832411 
## Iteration 4 lambda =  -0.2677583 
## Iteration 5 lambda =  -0.3100169 
## Iteration 6 lambda =  -0.3311462 
## Iteration 7 lambda =  -0.3417109 
## Iteration 8 lambda =  -0.3469932 
## Iteration 9 lambda =  -0.3496344 
## Iteration 10 lambda =  -0.3509549 
## Iteration 11 lambda =  -0.3516152 
## Iteration 12 lambda =  -0.3519454 
## Iteration 13 lambda =  -0.3521105 
## Iteration 14 lambda =  -0.352193 
## Iteration 15 lambda =  -0.3522343 
## Iteration 16 lambda =  -0.3522549 
## Iteration 17 lambda =  -0.3522652 
## Iteration 18 lambda =  -0.3522704 
## Iteration 19 lambda =  -0.3522729 
## Iteration 20 lambda =  -0.3522742 
## Iteration 21 lambda =  -0.3522749 
## Iteration 22 lambda =  -0.3522752 
## Iteration 23 lambda =  -0.3522754 
## Iteration 24 lambda =  -0.3522754 
## Iteration 1 lambda =  0.3202683 
## Iteration 2 lambda =  -0.01959751 
## Iteration 3 lambda =  -0.1895304 
## Iteration 4 lambda =  -0.2744969 
## Iteration 5 lambda =  -0.3169801 
## Iteration 6 lambda =  -0.3382217 
## Iteration 7 lambda =  -0.3488425 
## Iteration 8 lambda =  -0.3541529 
## Iteration 9 lambda =  -0.3568081 
## Iteration 10 lambda =  -0.3581357 
## Iteration 11 lambda =  -0.3587995 
## Iteration 12 lambda =  -0.3591314 
## Iteration 13 lambda =  -0.3592974 
## Iteration 14 lambda =  -0.3593804 
## Iteration 15 lambda =  -0.3594219 
## Iteration 16 lambda =  -0.3594426 
## Iteration 17 lambda =  -0.359453 
## Iteration 18 lambda =  -0.3594582 
## Iteration 19 lambda =  -0.3594608 
## Iteration 20 lambda =  -0.359462 
## Iteration 21 lambda =  -0.3594627 
## Iteration 22 lambda =  -0.359463 
## Iteration 23 lambda =  -0.3594632 
## Iteration 24 lambda =  -0.3594633 
## Iteration 1 lambda =  0.2845979 
## Iteration 2 lambda =  -0.07310313 
## Iteration 3 lambda =  -0.2519537 
## Iteration 4 lambda =  -0.3413789 
## Iteration 5 lambda =  -0.3860915 
## Iteration 6 lambda =  -0.4084479 
## Iteration 7 lambda =  -0.419626 
## Iteration 8 lambda =  -0.4252151 
## Iteration 9 lambda =  -0.4280096 
## Iteration 10 lambda =  -0.4294069 
## Iteration 11 lambda =  -0.4301055 
## Iteration 12 lambda =  -0.4304549 
## Iteration 13 lambda =  -0.4306295 
## Iteration 14 lambda =  -0.4307168 
## Iteration 15 lambda =  -0.4307605 
## Iteration 16 lambda =  -0.4307823 
## Iteration 17 lambda =  -0.4307933 
## Iteration 18 lambda =  -0.4307987 
## Iteration 19 lambda =  -0.4308014 
## Iteration 20 lambda =  -0.4308028 
## Iteration 21 lambda =  -0.4308035 
## Iteration 22 lambda =  -0.4308038 
## Iteration 23 lambda =  -0.430804 
## Iteration 24 lambda =  -0.4308041 
## Iteration 1 lambda =  0.3105279 
## Iteration 2 lambda =  -0.03420818 
## Iteration 3 lambda =  -0.2065762 
## Iteration 4 lambda =  -0.2927602 
## Iteration 5 lambda =  -0.3358522 
## Iteration 6 lambda =  -0.3573982 
## Iteration 7 lambda =  -0.3681712 
## Iteration 8 lambda =  -0.3735577 
## Iteration 9 lambda =  -0.376251 
## Iteration 10 lambda =  -0.3775976 
## Iteration 11 lambda =  -0.3782709 
## Iteration 12 lambda =  -0.3786076 
## Iteration 13 lambda =  -0.3787759 
## Iteration 14 lambda =  -0.3788601 
## Iteration 15 lambda =  -0.3789022 
## Iteration 16 lambda =  -0.3789232 
## Iteration 17 lambda =  -0.3789337 
## Iteration 18 lambda =  -0.378939 
## Iteration 19 lambda =  -0.3789416 
## Iteration 20 lambda =  -0.3789429 
## Iteration 21 lambda =  -0.3789436 
## Iteration 22 lambda =  -0.3789439 
## Iteration 23 lambda =  -0.3789441 
## Iteration 24 lambda =  -0.3789442 
## Iteration 1 lambda =  0.3699526 
## Iteration 2 lambda =  0.05492888 
## Iteration 3 lambda =  -0.102583 
## Iteration 4 lambda =  -0.1813389 
## Iteration 5 lambda =  -0.2207169 
## Iteration 6 lambda =  -0.2404058 
## Iteration 7 lambda =  -0.2502503 
## Iteration 8 lambda =  -0.2551726 
## Iteration 9 lambda =  -0.2576337 
## Iteration 10 lambda =  -0.2588643 
## Iteration 11 lambda =  -0.2594795 
## Iteration 12 lambda =  -0.2597872 
## Iteration 13 lambda =  -0.259941 
## Iteration 14 lambda =  -0.2600179 
## Iteration 15 lambda =  -0.2600564 
## Iteration 16 lambda =  -0.2600756 
## Iteration 17 lambda =  -0.2600852 
## Iteration 18 lambda =  -0.26009 
## Iteration 19 lambda =  -0.2600924 
## Iteration 20 lambda =  -0.2600936 
## Iteration 21 lambda =  -0.2600942 
## Iteration 22 lambda =  -0.2600945 
## Iteration 23 lambda =  -0.2600947 
## Iteration 24 lambda =  -0.2600948 
## Iteration 1 lambda =  0.3286692 
## Iteration 2 lambda =  -0.006996218 
## Iteration 3 lambda =  -0.1748289 
## Iteration 4 lambda =  -0.2587453 
## Iteration 5 lambda =  -0.3007034 
## Iteration 6 lambda =  -0.3216825 
## Iteration 7 lambda =  -0.3321721 
## Iteration 8 lambda =  -0.3374169 
## Iteration 9 lambda =  -0.3400392 
## Iteration 10 lambda =  -0.3413504 
## Iteration 11 lambda =  -0.342006 
## Iteration 12 lambda =  -0.3423338 
## Iteration 13 lambda =  -0.3424977 
## Iteration 14 lambda =  -0.3425797 
## Iteration 15 lambda =  -0.3426206 
## Iteration 16 lambda =  -0.3426411 
## Iteration 17 lambda =  -0.3426514 
## Iteration 18 lambda =  -0.3426565 
## Iteration 19 lambda =  -0.3426591 
## Iteration 20 lambda =  -0.3426603 
## Iteration 21 lambda =  -0.342661 
## Iteration 22 lambda =  -0.3426613 
## Iteration 23 lambda =  -0.3426615 
## Iteration 24 lambda =  -0.3426615 
## Iteration 1 lambda =  0.3255327 
## Iteration 2 lambda =  -0.01170092 
## Iteration 3 lambda =  -0.1803177 
## Iteration 4 lambda =  -0.2646261 
## Iteration 5 lambda =  -0.3067804 
## Iteration 6 lambda =  -0.3278575 
## Iteration 7 lambda =  -0.338396 
## Iteration 8 lambda =  -0.3436653 
## Iteration 9 lambda =  -0.3462999 
## Iteration 10 lambda =  -0.3476172 
## Iteration 11 lambda =  -0.3482759 
## Iteration 12 lambda =  -0.3486052 
## Iteration 13 lambda =  -0.3487699 
## Iteration 14 lambda =  -0.3488522 
## Iteration 15 lambda =  -0.3488934 
## Iteration 16 lambda =  -0.348914 
## Iteration 17 lambda =  -0.3489243 
## Iteration 18 lambda =  -0.3489294 
## Iteration 19 lambda =  -0.348932 
## Iteration 20 lambda =  -0.3489333 
## Iteration 21 lambda =  -0.3489339 
## Iteration 22 lambda =  -0.3489342 
## Iteration 23 lambda =  -0.3489344 
## Iteration 24 lambda =  -0.3489345 
## Iteration 1 lambda =  0.3065786 
## Iteration 2 lambda =  -0.04013207 
## Iteration 3 lambda =  -0.2134874 
## Iteration 4 lambda =  -0.3001651 
## Iteration 5 lambda =  -0.3435039 
## Iteration 6 lambda =  -0.3651733 
## Iteration 7 lambda =  -0.3760081 
## Iteration 8 lambda =  -0.3814254 
## Iteration 9 lambda =  -0.3841341 
## Iteration 10 lambda =  -0.3854884 
## Iteration 11 lambda =  -0.3861656 
## Iteration 12 lambda =  -0.3865042 
## Iteration 13 lambda =  -0.3866735 
## Iteration 14 lambda =  -0.3867581 
## Iteration 15 lambda =  -0.3868004 
## Iteration 16 lambda =  -0.3868216 
## Iteration 17 lambda =  -0.3868322 
## Iteration 18 lambda =  -0.3868375 
## Iteration 19 lambda =  -0.3868401 
## Iteration 20 lambda =  -0.3868414 
## Iteration 21 lambda =  -0.3868421 
## Iteration 22 lambda =  -0.3868424 
## Iteration 23 lambda =  -0.3868426 
## Iteration 24 lambda =  -0.3868427 
## Iteration 1 lambda =  0.2957041 
## Iteration 2 lambda =  -0.05644382 
## Iteration 3 lambda =  -0.2325178 
## Iteration 4 lambda =  -0.3205548 
## Iteration 5 lambda =  -0.3645733 
## Iteration 6 lambda =  -0.3865825 
## Iteration 7 lambda =  -0.3975871 
## Iteration 8 lambda =  -0.4030895 
## Iteration 9 lambda =  -0.4058406 
## Iteration 10 lambda =  -0.4072162 
## Iteration 11 lambda =  -0.407904 
## Iteration 12 lambda =  -0.4082479 
## Iteration 13 lambda =  -0.4084198 
## Iteration 14 lambda =  -0.4085058 
## Iteration 15 lambda =  -0.4085488 
## Iteration 16 lambda =  -0.4085703 
## Iteration 17 lambda =  -0.408581 
## Iteration 18 lambda =  -0.4085864 
## Iteration 19 lambda =  -0.4085891 
## Iteration 20 lambda =  -0.4085904 
## Iteration 21 lambda =  -0.4085911 
## Iteration 22 lambda =  -0.4085914 
## Iteration 23 lambda =  -0.4085916 
## Iteration 24 lambda =  -0.4085917 
## Iteration 1 lambda =  0.3195573 
## Iteration 2 lambda =  -0.02066403 
## Iteration 3 lambda =  -0.1907747 
## Iteration 4 lambda =  -0.27583 
## Iteration 5 lambda =  -0.3183577 
## Iteration 6 lambda =  -0.3396215 
## Iteration 7 lambda =  -0.3502535 
## Iteration 8 lambda =  -0.3555694 
## Iteration 9 lambda =  -0.3582274 
## Iteration 10 lambda =  -0.3595564 
## Iteration 11 lambda =  -0.3602209 
## Iteration 12 lambda =  -0.3605531 
## Iteration 13 lambda =  -0.3607193 
## Iteration 14 lambda =  -0.3608023 
## Iteration 15 lambda =  -0.3608438 
## Iteration 16 lambda =  -0.3608646 
## Iteration 17 lambda =  -0.360875 
## Iteration 18 lambda =  -0.3608802 
## Iteration 19 lambda =  -0.3608828 
## Iteration 20 lambda =  -0.3608841 
## Iteration 21 lambda =  -0.3608847 
## Iteration 22 lambda =  -0.3608851 
## Iteration 23 lambda =  -0.3608852 
## Iteration 24 lambda =  -0.3608853 
## Iteration 1 lambda =  0.3071601 
## Iteration 2 lambda =  -0.03925989 
## Iteration 3 lambda =  -0.2124699 
## Iteration 4 lambda =  -0.2990749 
## Iteration 5 lambda =  -0.3423774 
## Iteration 6 lambda =  -0.3640286 
## Iteration 7 lambda =  -0.3748542 
## Iteration 8 lambda =  -0.380267 
## Iteration 9 lambda =  -0.3829734 
## Iteration 10 lambda =  -0.3843267 
## Iteration 11 lambda =  -0.3850033 
## Iteration 12 lambda =  -0.3853416 
## Iteration 13 lambda =  -0.3855107 
## Iteration 14 lambda =  -0.3855953 
## Iteration 15 lambda =  -0.3856376 
## Iteration 16 lambda =  -0.3856587 
## Iteration 17 lambda =  -0.3856693 
## Iteration 18 lambda =  -0.3856746 
## Iteration 19 lambda =  -0.3856772 
## Iteration 20 lambda =  -0.3856785 
## Iteration 21 lambda =  -0.3856792 
## Iteration 22 lambda =  -0.3856795 
## Iteration 23 lambda =  -0.3856797 
## Iteration 24 lambda =  -0.3856798 
## Iteration 1 lambda =  0.3157466 
## Iteration 2 lambda =  -0.02638014 
## Iteration 3 lambda =  -0.1974435 
## Iteration 4 lambda =  -0.2829752 
## Iteration 5 lambda =  -0.325741 
## Iteration 6 lambda =  -0.3471239 
## Iteration 7 lambda =  -0.3578154 
## Iteration 8 lambda =  -0.3631611 
## Iteration 9 lambda =  -0.365834 
## Iteration 10 lambda =  -0.3671704 
## Iteration 11 lambda =  -0.3678386 
## Iteration 12 lambda =  -0.3681728 
## Iteration 13 lambda =  -0.3683398 
## Iteration 14 lambda =  -0.3684233 
## Iteration 15 lambda =  -0.3684651 
## Iteration 16 lambda =  -0.368486 
## Iteration 17 lambda =  -0.3684964 
## Iteration 18 lambda =  -0.3685016 
## Iteration 19 lambda =  -0.3685042 
## Iteration 20 lambda =  -0.3685056 
## Iteration 21 lambda =  -0.3685062 
## Iteration 22 lambda =  -0.3685065 
## Iteration 23 lambda =  -0.3685067 
## Iteration 24 lambda =  -0.3685068 
## Iteration 1 lambda =  0.2936186 
## Iteration 2 lambda =  -0.05957211 
## Iteration 3 lambda =  -0.2361675 
## Iteration 4 lambda =  -0.3244651 
## Iteration 5 lambda =  -0.368614 
## Iteration 6 lambda =  -0.3906884 
## Iteration 7 lambda =  -0.4017256 
## Iteration 8 lambda =  -0.4072442 
## Iteration 9 lambda =  -0.4100035 
## Iteration 10 lambda =  -0.4113832 
## Iteration 11 lambda =  -0.412073 
## Iteration 12 lambda =  -0.4124179 
## Iteration 13 lambda =  -0.4125904 
## Iteration 14 lambda =  -0.4126766 
## Iteration 15 lambda =  -0.4127197 
## Iteration 16 lambda =  -0.4127413 
## Iteration 17 lambda =  -0.412752 
## Iteration 18 lambda =  -0.4127574 
## Iteration 19 lambda =  -0.4127601 
## Iteration 20 lambda =  -0.4127615 
## Iteration 21 lambda =  -0.4127621 
## Iteration 22 lambda =  -0.4127625 
## Iteration 23 lambda =  -0.4127626 
## Iteration 24 lambda =  -0.4127627 
## Iteration 1 lambda =  0.3049543 
## Iteration 2 lambda =  -0.04256858 
## Iteration 3 lambda =  -0.21633 
## Iteration 4 lambda =  -0.3032107 
## Iteration 5 lambda =  -0.3466511 
## Iteration 6 lambda =  -0.3683713 
## Iteration 7 lambda =  -0.3792314 
## Iteration 8 lambda =  -0.3846614 
## Iteration 9 lambda =  -0.3873764 
## Iteration 10 lambda =  -0.3887339 
## Iteration 11 lambda =  -0.3894127 
## Iteration 12 lambda =  -0.3897521 
## Iteration 13 lambda =  -0.3899218 
## Iteration 14 lambda =  -0.3900066 
## Iteration 15 lambda =  -0.390049 
## Iteration 16 lambda =  -0.3900702 
## Iteration 17 lambda =  -0.3900808 
## Iteration 18 lambda =  -0.3900861 
## Iteration 19 lambda =  -0.3900888 
## Iteration 20 lambda =  -0.3900901 
## Iteration 21 lambda =  -0.3900908 
## Iteration 22 lambda =  -0.3900911 
## Iteration 23 lambda =  -0.3900913 
## Iteration 24 lambda =  -0.3900914 
## Iteration 1 lambda =  0.3233606 
## Iteration 2 lambda =  -0.01495914 
## Iteration 3 lambda =  -0.184119 
## Iteration 4 lambda =  -0.2686989 
## Iteration 5 lambda =  -0.3109889 
## Iteration 6 lambda =  -0.3321339 
## Iteration 7 lambda =  -0.3427064 
## Iteration 8 lambda =  -0.3479926 
## Iteration 9 lambda =  -0.3506357 
## Iteration 10 lambda =  -0.3519573 
## Iteration 11 lambda =  -0.3526181 
## Iteration 12 lambda =  -0.3529485 
## Iteration 13 lambda =  -0.3531137 
## Iteration 14 lambda =  -0.3531963 
## Iteration 15 lambda =  -0.3532376 
## Iteration 16 lambda =  -0.3532582 
## Iteration 17 lambda =  -0.3532685 
## Iteration 18 lambda =  -0.3532737 
## Iteration 19 lambda =  -0.3532763 
## Iteration 20 lambda =  -0.3532776 
## Iteration 21 lambda =  -0.3532782 
## Iteration 22 lambda =  -0.3532785 
## Iteration 23 lambda =  -0.3532787 
## Iteration 24 lambda =  -0.3532788 
## Iteration 1 lambda =  0.3108659 
## Iteration 2 lambda =  -0.03370116 
## Iteration 3 lambda =  -0.2059847 
## Iteration 4 lambda =  -0.2921265 
## Iteration 5 lambda =  -0.3351973 
## Iteration 6 lambda =  -0.3567328 
## Iteration 7 lambda =  -0.3675005 
## Iteration 8 lambda =  -0.3728844 
## Iteration 9 lambda =  -0.3755763 
## Iteration 10 lambda =  -0.3769223 
## Iteration 11 lambda =  -0.3775952 
## Iteration 12 lambda =  -0.3779317 
## Iteration 13 lambda =  -0.3781 
## Iteration 14 lambda =  -0.3781841 
## Iteration 15 lambda =  -0.3782262 
## Iteration 16 lambda =  -0.3782472 
## Iteration 17 lambda =  -0.3782577 
## Iteration 18 lambda =  -0.378263 
## Iteration 19 lambda =  -0.3782656 
## Iteration 20 lambda =  -0.3782669 
## Iteration 21 lambda =  -0.3782676 
## Iteration 22 lambda =  -0.3782679 
## Iteration 23 lambda =  -0.3782681 
## Iteration 24 lambda =  -0.3782681 
## Iteration 1 lambda =  0.3318657 
## Iteration 2 lambda =  -0.002201525 
## Iteration 3 lambda =  -0.1692351 
## Iteration 4 lambda =  -0.2527519 
## Iteration 5 lambda =  -0.2945103 
## Iteration 6 lambda =  -0.3153895 
## Iteration 7 lambda =  -0.3258291 
## Iteration 8 lambda =  -0.3310489 
## Iteration 9 lambda =  -0.3336588 
## Iteration 10 lambda =  -0.3349637 
## Iteration 11 lambda =  -0.3356162 
## Iteration 12 lambda =  -0.3359425 
## Iteration 13 lambda =  -0.3361056 
## Iteration 14 lambda =  -0.3361871 
## Iteration 15 lambda =  -0.3362279 
## Iteration 16 lambda =  -0.3362483 
## Iteration 17 lambda =  -0.3362585 
## Iteration 18 lambda =  -0.3362636 
## Iteration 19 lambda =  -0.3362662 
## Iteration 20 lambda =  -0.3362674 
## Iteration 21 lambda =  -0.3362681 
## Iteration 22 lambda =  -0.3362684 
## Iteration 23 lambda =  -0.3362685 
## Iteration 24 lambda =  -0.3362686 
## Iteration 1 lambda =  0.3258146 
## Iteration 2 lambda =  -0.01127815 
## Iteration 3 lambda =  -0.1798245 
## Iteration 4 lambda =  -0.2640977 
## Iteration 5 lambda =  -0.3062343 
## Iteration 6 lambda =  -0.3273026 
## Iteration 7 lambda =  -0.3378367 
## Iteration 8 lambda =  -0.3431038 
## Iteration 9 lambda =  -0.3457373 
## Iteration 10 lambda =  -0.3470541 
## Iteration 11 lambda =  -0.3477125 
## Iteration 12 lambda =  -0.3480417 
## Iteration 13 lambda =  -0.3482063 
## Iteration 14 lambda =  -0.3482886 
## Iteration 15 lambda =  -0.3483297 
## Iteration 16 lambda =  -0.3483503 
## Iteration 17 lambda =  -0.3483606 
## Iteration 18 lambda =  -0.3483657 
## Iteration 19 lambda =  -0.3483683 
## Iteration 20 lambda =  -0.3483696 
## Iteration 21 lambda =  -0.3483702 
## Iteration 22 lambda =  -0.3483705 
## Iteration 23 lambda =  -0.3483707 
## Iteration 24 lambda =  -0.3483708 
## Iteration 1 lambda =  0.3144197 
## Iteration 2 lambda =  -0.02837039 
## Iteration 3 lambda =  -0.1997655 
## Iteration 4 lambda =  -0.285463 
## Iteration 5 lambda =  -0.3283117 
## Iteration 6 lambda =  -0.3497361 
## Iteration 7 lambda =  -0.3604483 
## Iteration 8 lambda =  -0.3658044 
## Iteration 9 lambda =  -0.3684825 
## Iteration 10 lambda =  -0.3698215 
## Iteration 11 lambda =  -0.370491 
## Iteration 12 lambda =  -0.3708258 
## Iteration 13 lambda =  -0.3709931 
## Iteration 14 lambda =  -0.3710768 
## Iteration 15 lambda =  -0.3711187 
## Iteration 16 lambda =  -0.3711396 
## Iteration 17 lambda =  -0.3711501 
## Iteration 18 lambda =  -0.3711553 
## Iteration 19 lambda =  -0.3711579 
## Iteration 20 lambda =  -0.3711592 
## Iteration 21 lambda =  -0.3711599 
## Iteration 22 lambda =  -0.3711602 
## Iteration 23 lambda =  -0.3711604 
## Iteration 24 lambda =  -0.3711604 
## Iteration 1 lambda =  0.2961419 
## Iteration 2 lambda =  -0.05578721 
## Iteration 3 lambda =  -0.2317518 
## Iteration 4 lambda =  -0.319734 
## Iteration 5 lambda =  -0.3637252 
## Iteration 6 lambda =  -0.3857207 
## Iteration 7 lambda =  -0.3967185 
## Iteration 8 lambda =  -0.4022174 
## Iteration 9 lambda =  -0.4049668 
## Iteration 10 lambda =  -0.4063416 
## Iteration 11 lambda =  -0.4070289 
## Iteration 12 lambda =  -0.4073726 
## Iteration 13 lambda =  -0.4075444 
## Iteration 14 lambda =  -0.4076304 
## Iteration 15 lambda =  -0.4076733 
## Iteration 16 lambda =  -0.4076948 
## Iteration 17 lambda =  -0.4077055 
## Iteration 18 lambda =  -0.4077109 
## Iteration 19 lambda =  -0.4077136 
## Iteration 20 lambda =  -0.4077149 
## Iteration 21 lambda =  -0.4077156 
## Iteration 22 lambda =  -0.407716 
## Iteration 23 lambda =  -0.4077161 
## Iteration 24 lambda =  -0.4077162 
## Iteration 1 lambda =  0.310465 
## Iteration 2 lambda =  -0.03430248 
## Iteration 3 lambda =  -0.2066862 
## Iteration 4 lambda =  -0.2928781 
## Iteration 5 lambda =  -0.335974 
## Iteration 6 lambda =  -0.357522 
## Iteration 7 lambda =  -0.368296 
## Iteration 8 lambda =  -0.373683 
## Iteration 9 lambda =  -0.3763765 
## Iteration 10 lambda =  -0.3777232 
## Iteration 11 lambda =  -0.3783966 
## Iteration 12 lambda =  -0.3787333 
## Iteration 13 lambda =  -0.3789016 
## Iteration 14 lambda =  -0.3789858 
## Iteration 15 lambda =  -0.3790279 
## Iteration 16 lambda =  -0.3790489 
## Iteration 17 lambda =  -0.3790595 
## Iteration 18 lambda =  -0.3790647 
## Iteration 19 lambda =  -0.3790673 
## Iteration 20 lambda =  -0.3790687 
## Iteration 21 lambda =  -0.3790693 
## Iteration 22 lambda =  -0.3790696 
## Iteration 23 lambda =  -0.3790698 
## Iteration 24 lambda =  -0.3790699 
## Iteration 1 lambda =  0.2879126 
## Iteration 2 lambda =  -0.06813104 
## Iteration 3 lambda =  -0.2461529 
## Iteration 4 lambda =  -0.3351638 
## Iteration 5 lambda =  -0.3796693 
## Iteration 6 lambda =  -0.401922 
## Iteration 7 lambda =  -0.4130484 
## Iteration 8 lambda =  -0.4186115 
## Iteration 9 lambda =  -0.4213931 
## Iteration 10 lambda =  -0.4227839 
## Iteration 11 lambda =  -0.4234793 
## Iteration 12 lambda =  -0.423827 
## Iteration 13 lambda =  -0.4240009 
## Iteration 14 lambda =  -0.4240878 
## Iteration 15 lambda =  -0.4241313 
## Iteration 16 lambda =  -0.424153 
## Iteration 17 lambda =  -0.4241639 
## Iteration 18 lambda =  -0.4241693 
## Iteration 19 lambda =  -0.424172 
## Iteration 20 lambda =  -0.4241734 
## Iteration 21 lambda =  -0.424174 
## Iteration 22 lambda =  -0.4241744 
## Iteration 23 lambda =  -0.4241745 
## Iteration 24 lambda =  -0.4241746 
## Iteration 1 lambda =  0.3006493 
## Iteration 2 lambda =  -0.04902604 
## Iteration 3 lambda =  -0.2238637 
## Iteration 4 lambda =  -0.3112825 
## Iteration 5 lambda =  -0.354992 
## Iteration 6 lambda =  -0.3768467 
## Iteration 7 lambda =  -0.387774 
## Iteration 8 lambda =  -0.3932377 
## Iteration 9 lambda =  -0.3959695 
## Iteration 10 lambda =  -0.3973355 
## Iteration 11 lambda =  -0.3980184 
## Iteration 12 lambda =  -0.3983599 
## Iteration 13 lambda =  -0.3985306 
## Iteration 14 lambda =  -0.398616 
## Iteration 15 lambda =  -0.3986587 
## Iteration 16 lambda =  -0.39868 
## Iteration 17 lambda =  -0.3986907 
## Iteration 18 lambda =  -0.398696 
## Iteration 19 lambda =  -0.3986987 
## Iteration 20 lambda =  -0.3987001 
## Iteration 21 lambda =  -0.3987007 
## Iteration 22 lambda =  -0.3987011 
## Iteration 23 lambda =  -0.3987012 
## Iteration 24 lambda =  -0.3987013 
## Iteration 1 lambda =  0.3218987 
## Iteration 2 lambda =  -0.01715199 
## Iteration 3 lambda =  -0.1866773 
## Iteration 4 lambda =  -0.27144 
## Iteration 5 lambda =  -0.3138213 
## Iteration 6 lambda =  -0.335012 
## Iteration 7 lambda =  -0.3456073 
## Iteration 8 lambda =  -0.350905 
## Iteration 9 lambda =  -0.3535538 
## Iteration 10 lambda =  -0.3548782 
## Iteration 11 lambda =  -0.3555404 
## Iteration 12 lambda =  -0.3558715 
## Iteration 13 lambda =  -0.3560371 
## Iteration 14 lambda =  -0.3561199 
## Iteration 15 lambda =  -0.3561613 
## Iteration 16 lambda =  -0.356182 
## Iteration 17 lambda =  -0.3561923 
## Iteration 18 lambda =  -0.3561975 
## Iteration 19 lambda =  -0.3562001 
## Iteration 20 lambda =  -0.3562014 
## Iteration 21 lambda =  -0.356202 
## Iteration 22 lambda =  -0.3562023 
## Iteration 23 lambda =  -0.3562025 
## Iteration 24 lambda =  -0.3562026 
## Iteration 1 lambda =  0.3118006 
## Iteration 2 lambda =  -0.03229914 
## Iteration 3 lambda =  -0.204349 
## Iteration 4 lambda =  -0.2903739 
## Iteration 5 lambda =  -0.3333864 
## Iteration 6 lambda =  -0.3548926 
## Iteration 7 lambda =  -0.3656457 
## Iteration 8 lambda =  -0.3710223 
## Iteration 9 lambda =  -0.3737106 
## Iteration 10 lambda =  -0.3750547 
## Iteration 11 lambda =  -0.3757268 
## Iteration 12 lambda =  -0.3760628 
## Iteration 13 lambda =  -0.3762308 
## Iteration 14 lambda =  -0.3763148 
## Iteration 15 lambda =  -0.3763568 
## Iteration 16 lambda =  -0.3763778 
## Iteration 17 lambda =  -0.3763883 
## Iteration 18 lambda =  -0.3763936 
## Iteration 19 lambda =  -0.3763962 
## Iteration 20 lambda =  -0.3763975 
## Iteration 21 lambda =  -0.3763982 
## Iteration 22 lambda =  -0.3763985 
## Iteration 23 lambda =  -0.3763987 
## Iteration 24 lambda =  -0.3763988 
## Iteration 1 lambda =  0.3166543 
## Iteration 2 lambda =  -0.02501857 
## Iteration 3 lambda =  -0.195855 
## Iteration 4 lambda =  -0.2812732 
## Iteration 5 lambda =  -0.3239823 
## Iteration 6 lambda =  -0.3453369 
## Iteration 7 lambda =  -0.3560142 
## Iteration 8 lambda =  -0.3613528 
## Iteration 9 lambda =  -0.3640221 
## Iteration 10 lambda =  -0.3653568 
## Iteration 11 lambda =  -0.3660241 
## Iteration 12 lambda =  -0.3663578 
## Iteration 13 lambda =  -0.3665246 
## Iteration 14 lambda =  -0.366608 
## Iteration 15 lambda =  -0.3666497 
## Iteration 16 lambda =  -0.3666706 
## Iteration 17 lambda =  -0.366681 
## Iteration 18 lambda =  -0.3666862 
## Iteration 19 lambda =  -0.3666888 
## Iteration 20 lambda =  -0.3666901 
## Iteration 21 lambda =  -0.3666908 
## Iteration 22 lambda =  -0.3666911 
## Iteration 23 lambda =  -0.3666913 
## Iteration 24 lambda =  -0.3666914 
## Iteration 1 lambda =  0.3339282 
## Iteration 2 lambda =  0.0008923483 
## Iteration 3 lambda =  -0.1656256 
## Iteration 4 lambda =  -0.2488846 
## Iteration 5 lambda =  -0.2905141 
## Iteration 6 lambda =  -0.3113288 
## Iteration 7 lambda =  -0.3217362 
## Iteration 8 lambda =  -0.3269398 
## Iteration 9 lambda =  -0.3295417 
## Iteration 10 lambda =  -0.3308426 
## Iteration 11 lambda =  -0.3314931 
## Iteration 12 lambda =  -0.3318183 
## Iteration 13 lambda =  -0.3319809 
## Iteration 14 lambda =  -0.3320622 
## Iteration 15 lambda =  -0.3321029 
## Iteration 16 lambda =  -0.3321232 
## Iteration 17 lambda =  -0.3321334 
## Iteration 18 lambda =  -0.3321385 
## Iteration 19 lambda =  -0.332141 
## Iteration 20 lambda =  -0.3321423 
## Iteration 21 lambda =  -0.3321429 
## Iteration 22 lambda =  -0.3321432 
## Iteration 23 lambda =  -0.3321434 
## Iteration 24 lambda =  -0.3321435 
## Iteration 1 lambda =  0.325228 
## Iteration 2 lambda =  -0.01215796 
## Iteration 3 lambda =  -0.180851 
## Iteration 4 lambda =  -0.2651974 
## Iteration 5 lambda =  -0.3073707 
## Iteration 6 lambda =  -0.3284573 
## Iteration 7 lambda =  -0.3390006 
## Iteration 8 lambda =  -0.3442723 
## Iteration 9 lambda =  -0.3469081 
## Iteration 10 lambda =  -0.348226 
## Iteration 11 lambda =  -0.348885 
## Iteration 12 lambda =  -0.3492145 
## Iteration 13 lambda =  -0.3493792 
## Iteration 14 lambda =  -0.3494616 
## Iteration 15 lambda =  -0.3495028 
## Iteration 16 lambda =  -0.3495234 
## Iteration 17 lambda =  -0.3495336 
## Iteration 18 lambda =  -0.3495388 
## Iteration 19 lambda =  -0.3495414 
## Iteration 20 lambda =  -0.3495427 
## Iteration 21 lambda =  -0.3495433 
## Iteration 22 lambda =  -0.3495436 
## Iteration 23 lambda =  -0.3495438 
## Iteration 24 lambda =  -0.3495439 
## Iteration 1 lambda =  0.3153525 
## Iteration 2 lambda =  -0.02697118 
## Iteration 3 lambda =  -0.198133 
## Iteration 4 lambda =  -0.283714 
## Iteration 5 lambda =  -0.3265044 
## Iteration 6 lambda =  -0.3478997 
## Iteration 7 lambda =  -0.3585973 
## Iteration 8 lambda =  -0.3639461 
## Iteration 9 lambda =  -0.3666205 
## Iteration 10 lambda =  -0.3679577 
## Iteration 11 lambda =  -0.3686263 
## Iteration 12 lambda =  -0.3689606 
## Iteration 13 lambda =  -0.3691278 
## Iteration 14 lambda =  -0.3692113 
## Iteration 15 lambda =  -0.3692531 
## Iteration 16 lambda =  -0.369274 
## Iteration 17 lambda =  -0.3692845 
## Iteration 18 lambda =  -0.3692897 
## Iteration 19 lambda =  -0.3692923 
## Iteration 20 lambda =  -0.3692936 
## Iteration 21 lambda =  -0.3692943 
## Iteration 22 lambda =  -0.3692946 
## Iteration 23 lambda =  -0.3692947 
## Iteration 24 lambda =  -0.3692948 
## Iteration 1 lambda =  0.3256868 
## Iteration 2 lambda =  -0.01146986 
## Iteration 3 lambda =  -0.1800482 
## Iteration 4 lambda =  -0.2643373 
## Iteration 5 lambda =  -0.3064819 
## Iteration 6 lambda =  -0.3275542 
## Iteration 7 lambda =  -0.3380903 
## Iteration 8 lambda =  -0.3433584 
## Iteration 9 lambda =  -0.3459924 
## Iteration 10 lambda =  -0.3473095 
## Iteration 11 lambda =  -0.347968 
## Iteration 12 lambda =  -0.3482972 
## Iteration 13 lambda =  -0.3484618 
## Iteration 14 lambda =  -0.3485442 
## Iteration 15 lambda =  -0.3485853 
## Iteration 16 lambda =  -0.3486059 
## Iteration 17 lambda =  -0.3486162 
## Iteration 18 lambda =  -0.3486213 
## Iteration 19 lambda =  -0.3486239 
## Iteration 20 lambda =  -0.3486252 
## Iteration 21 lambda =  -0.3486258 
## Iteration 22 lambda =  -0.3486262 
## Iteration 23 lambda =  -0.3486263 
## Iteration 24 lambda =  -0.3486264 
## Iteration 1 lambda =  0.2817171 
## Iteration 2 lambda =  -0.07742429 
## Iteration 3 lambda =  -0.256995 
## Iteration 4 lambda =  -0.3467804 
## Iteration 5 lambda =  -0.391673 
## Iteration 6 lambda =  -0.4141194 
## Iteration 7 lambda =  -0.4253425 
## Iteration 8 lambda =  -0.4309541 
## Iteration 9 lambda =  -0.4337599 
## Iteration 10 lambda =  -0.4351628 
## Iteration 11 lambda =  -0.4358643 
## Iteration 12 lambda =  -0.436215 
## Iteration 13 lambda =  -0.4363904 
## Iteration 14 lambda =  -0.436478 
## Iteration 15 lambda =  -0.4365219 
## Iteration 16 lambda =  -0.4365438 
## Iteration 17 lambda =  -0.4365548 
## Iteration 18 lambda =  -0.4365602 
## Iteration 19 lambda =  -0.436563 
## Iteration 20 lambda =  -0.4365643 
## Iteration 21 lambda =  -0.436565 
## Iteration 22 lambda =  -0.4365654 
## Iteration 23 lambda =  -0.4365655 
## Iteration 24 lambda =  -0.4365656 
## Iteration 1 lambda =  0.355348 
## Iteration 2 lambda =  0.03302193 
## Iteration 3 lambda =  -0.1281411 
## Iteration 4 lambda =  -0.2087226 
## Iteration 5 lambda =  -0.2490133 
## Iteration 6 lambda =  -0.2691587 
## Iteration 7 lambda =  -0.2792314 
## Iteration 8 lambda =  -0.2842678 
## Iteration 9 lambda =  -0.2867859 
## Iteration 10 lambda =  -0.288045 
## Iteration 11 lambda =  -0.2886746 
## Iteration 12 lambda =  -0.2889893 
## Iteration 13 lambda =  -0.2891467 
## Iteration 14 lambda =  -0.2892254 
## Iteration 15 lambda =  -0.2892647 
## Iteration 16 lambda =  -0.2892844 
## Iteration 17 lambda =  -0.2892943 
## Iteration 18 lambda =  -0.2892992 
## Iteration 19 lambda =  -0.2893016 
## Iteration 20 lambda =  -0.2893029 
## Iteration 21 lambda =  -0.2893035 
## Iteration 22 lambda =  -0.2893038 
## Iteration 23 lambda =  -0.2893039 
## Iteration 24 lambda =  -0.289304 
## Iteration 1 lambda =  0.3195786 
## Iteration 2 lambda =  -0.02063208 
## Iteration 3 lambda =  -0.1907374 
## Iteration 4 lambda =  -0.2757901 
## Iteration 5 lambda =  -0.3183164 
## Iteration 6 lambda =  -0.3395796 
## Iteration 7 lambda =  -0.3502112 
## Iteration 8 lambda =  -0.355527 
## Iteration 9 lambda =  -0.3581849 
## Iteration 10 lambda =  -0.3595138 
## Iteration 11 lambda =  -0.3601783 
## Iteration 12 lambda =  -0.3605105 
## Iteration 13 lambda =  -0.3606767 
## Iteration 14 lambda =  -0.3607597 
## Iteration 15 lambda =  -0.3608012 
## Iteration 16 lambda =  -0.360822 
## Iteration 17 lambda =  -0.3608324 
## Iteration 18 lambda =  -0.3608376 
## Iteration 19 lambda =  -0.3608402 
## Iteration 20 lambda =  -0.3608415 
## Iteration 21 lambda =  -0.3608421 
## Iteration 22 lambda =  -0.3608424 
## Iteration 23 lambda =  -0.3608426 
## Iteration 24 lambda =  -0.3608427 
## Iteration 1 lambda =  0.2533712 
## Iteration 2 lambda =  -0.1199432 
## Iteration 3 lambda =  -0.3066003 
## Iteration 4 lambda =  -0.3999289 
## Iteration 5 lambda =  -0.4465932 
## Iteration 6 lambda =  -0.4699254 
## Iteration 7 lambda =  -0.4815915 
## Iteration 8 lambda =  -0.4874245 
## Iteration 9 lambda =  -0.490341 
## Iteration 10 lambda =  -0.4917993 
## Iteration 11 lambda =  -0.4925284 
## Iteration 12 lambda =  -0.492893 
## Iteration 13 lambda =  -0.4930753 
## Iteration 14 lambda =  -0.4931664 
## Iteration 15 lambda =  -0.493212 
## Iteration 16 lambda =  -0.4932348 
## Iteration 17 lambda =  -0.4932461 
## Iteration 18 lambda =  -0.4932518 
## Iteration 19 lambda =  -0.4932547 
## Iteration 20 lambda =  -0.4932561 
## Iteration 21 lambda =  -0.4932568 
## Iteration 22 lambda =  -0.4932572 
## Iteration 23 lambda =  -0.4932574 
## Iteration 24 lambda =  -0.4932574 
## Iteration 1 lambda =  0.3183757 
## Iteration 2 lambda =  -0.0224364 
## Iteration 3 lambda =  -0.1928425 
## Iteration 4 lambda =  -0.2780455 
## Iteration 5 lambda =  -0.320647 
## Iteration 6 lambda =  -0.3419478 
## Iteration 7 lambda =  -0.3525982 
## Iteration 8 lambda =  -0.3579233 
## Iteration 9 lambda =  -0.3605859 
## Iteration 10 lambda =  -0.3619172 
## Iteration 11 lambda =  -0.3625829 
## Iteration 12 lambda =  -0.3629157 
## Iteration 13 lambda =  -0.3630821 
## Iteration 14 lambda =  -0.3631653 
## Iteration 15 lambda =  -0.3632069 
## Iteration 16 lambda =  -0.3632277 
## Iteration 17 lambda =  -0.3632381 
## Iteration 18 lambda =  -0.3632433 
## Iteration 19 lambda =  -0.3632459 
## Iteration 20 lambda =  -0.3632472 
## Iteration 21 lambda =  -0.3632479 
## Iteration 22 lambda =  -0.3632482 
## Iteration 23 lambda =  -0.3632484 
## Iteration 24 lambda =  -0.3632484 
## Iteration 1 lambda =  0.3147238 
## Iteration 2 lambda =  -0.0279143 
## Iteration 3 lambda =  -0.1992334 
## Iteration 4 lambda =  -0.2848929 
## Iteration 5 lambda =  -0.3277226 
## Iteration 6 lambda =  -0.3491375 
## Iteration 7 lambda =  -0.359845 
## Iteration 8 lambda =  -0.3651987 
## Iteration 9 lambda =  -0.3678755 
## Iteration 10 lambda =  -0.369214 
## Iteration 11 lambda =  -0.3698832 
## Iteration 12 lambda =  -0.3702178 
## Iteration 13 lambda =  -0.3703851 
## Iteration 14 lambda =  -0.3704687 
## Iteration 15 lambda =  -0.3705106 
## Iteration 16 lambda =  -0.3705315 
## Iteration 17 lambda =  -0.3705419 
## Iteration 18 lambda =  -0.3705472 
## Iteration 19 lambda =  -0.3705498 
## Iteration 20 lambda =  -0.3705511 
## Iteration 21 lambda =  -0.3705517 
## Iteration 22 lambda =  -0.3705521 
## Iteration 23 lambda =  -0.3705522 
## Iteration 24 lambda =  -0.3705523 
## Iteration 1 lambda =  0.2867435 
## Iteration 2 lambda =  -0.06988479 
## Iteration 3 lambda =  -0.2481989 
## Iteration 4 lambda =  -0.337356 
## Iteration 5 lambda =  -0.3819345 
## Iteration 6 lambda =  -0.4042238 
## Iteration 7 lambda =  -0.4153684 
## Iteration 8 lambda =  -0.4209407 
## Iteration 9 lambda =  -0.4237269 
## Iteration 10 lambda =  -0.42512 
## Iteration 11 lambda =  -0.4258165 
## Iteration 12 lambda =  -0.4261648 
## Iteration 13 lambda =  -0.4263389 
## Iteration 14 lambda =  -0.426426 
## Iteration 15 lambda =  -0.4264695 
## Iteration 16 lambda =  -0.4264913 
## Iteration 17 lambda =  -0.4265022 
## Iteration 18 lambda =  -0.4265076 
## Iteration 19 lambda =  -0.4265103 
## Iteration 20 lambda =  -0.4265117 
## Iteration 21 lambda =  -0.4265124 
## Iteration 22 lambda =  -0.4265127 
## Iteration 23 lambda =  -0.4265129 
## Iteration 24 lambda =  -0.426513 
## Iteration 1 lambda =  0.3022524 
## Iteration 2 lambda =  -0.04662134 
## Iteration 3 lambda =  -0.2210582 
## Iteration 4 lambda =  -0.3082767 
## Iteration 5 lambda =  -0.3518859 
## Iteration 6 lambda =  -0.3736905 
## Iteration 7 lambda =  -0.3845928 
## Iteration 8 lambda =  -0.390044 
## Iteration 9 lambda =  -0.3927695 
## Iteration 10 lambda =  -0.3941323 
## Iteration 11 lambda =  -0.3948137 
## Iteration 12 lambda =  -0.3951544 
## Iteration 13 lambda =  -0.3953248 
## Iteration 14 lambda =  -0.3954099 
## Iteration 15 lambda =  -0.3954525 
## Iteration 16 lambda =  -0.3954738 
## Iteration 17 lambda =  -0.3954845 
## Iteration 18 lambda =  -0.3954898 
## Iteration 19 lambda =  -0.3954925 
## Iteration 20 lambda =  -0.3954938 
## Iteration 21 lambda =  -0.3954945 
## Iteration 22 lambda =  -0.3954948 
## Iteration 23 lambda =  -0.395495 
## Iteration 24 lambda =  -0.395495 
## Iteration 1 lambda =  0.3178149 
## Iteration 2 lambda =  -0.02327758 
## Iteration 3 lambda =  -0.1938238 
## Iteration 4 lambda =  -0.279097 
## Iteration 5 lambda =  -0.3217335 
## Iteration 6 lambda =  -0.3430518 
## Iteration 7 lambda =  -0.353711 
## Iteration 8 lambda =  -0.3590405 
## Iteration 9 lambda =  -0.3617053 
## Iteration 10 lambda =  -0.3630377 
## Iteration 11 lambda =  -0.3637039 
## Iteration 12 lambda =  -0.364037 
## Iteration 13 lambda =  -0.3642036 
## Iteration 14 lambda =  -0.3642868 
## Iteration 15 lambda =  -0.3643285 
## Iteration 16 lambda =  -0.3643493 
## Iteration 17 lambda =  -0.3643597 
## Iteration 18 lambda =  -0.3643649 
## Iteration 19 lambda =  -0.3643675 
## Iteration 20 lambda =  -0.3643688 
## Iteration 21 lambda =  -0.3643695 
## Iteration 22 lambda =  -0.3643698 
## Iteration 23 lambda =  -0.3643699 
## Iteration 24 lambda =  -0.36437 
## Iteration 1 lambda =  0.3038813 
## Iteration 2 lambda =  -0.04417809 
## Iteration 3 lambda =  -0.2182078 
## Iteration 4 lambda =  -0.3052226 
## Iteration 5 lambda =  -0.34873 
## Iteration 6 lambda =  -0.3704837 
## Iteration 7 lambda =  -0.3813606 
## Iteration 8 lambda =  -0.386799 
## Iteration 9 lambda =  -0.3895182 
## Iteration 10 lambda =  -0.3908778 
## Iteration 11 lambda =  -0.3915576 
## Iteration 12 lambda =  -0.3918975 
## Iteration 13 lambda =  -0.3920675 
## Iteration 14 lambda =  -0.3921525 
## Iteration 15 lambda =  -0.392195 
## Iteration 16 lambda =  -0.3922162 
## Iteration 17 lambda =  -0.3922268 
## Iteration 18 lambda =  -0.3922321 
## Iteration 19 lambda =  -0.3922348 
## Iteration 20 lambda =  -0.3922361 
## Iteration 21 lambda =  -0.3922368 
## Iteration 22 lambda =  -0.3922371 
## Iteration 23 lambda =  -0.3922373 
## Iteration 24 lambda =  -0.3922374 
## Iteration 1 lambda =  0.2550993 
## Iteration 2 lambda =  -0.117351 
## Iteration 3 lambda =  -0.3035762 
## Iteration 4 lambda =  -0.3966887 
## Iteration 5 lambda =  -0.443245 
## Iteration 6 lambda =  -0.4665232 
## Iteration 7 lambda =  -0.4781622 
## Iteration 8 lambda =  -0.4839818 
## Iteration 9 lambda =  -0.4868915 
## Iteration 10 lambda =  -0.4883464 
## Iteration 11 lambda =  -0.4890739 
## Iteration 12 lambda =  -0.4894376 
## Iteration 13 lambda =  -0.4896195 
## Iteration 14 lambda =  -0.4897104 
## Iteration 15 lambda =  -0.4897559 
## Iteration 16 lambda =  -0.4897786 
## Iteration 17 lambda =  -0.48979 
## Iteration 18 lambda =  -0.4897956 
## Iteration 19 lambda =  -0.4897985 
## Iteration 20 lambda =  -0.4897999 
## Iteration 21 lambda =  -0.4898006 
## Iteration 22 lambda =  -0.489801 
## Iteration 23 lambda =  -0.4898011 
## Iteration 24 lambda =  -0.4898012 
## Iteration 1 lambda =  0.2795267 
## Iteration 2 lambda =  -0.08070996 
## Iteration 3 lambda =  -0.2608283 
## Iteration 4 lambda =  -0.3508875 
## Iteration 5 lambda =  -0.395917 
## Iteration 6 lambda =  -0.4184318 
## Iteration 7 lambda =  -0.4296892 
## Iteration 8 lambda =  -0.4353179 
## Iteration 9 lambda =  -0.4381323 
## Iteration 10 lambda =  -0.4395394 
## Iteration 11 lambda =  -0.440243 
## Iteration 12 lambda =  -0.4405948 
## Iteration 13 lambda =  -0.4407707 
## Iteration 14 lambda =  -0.4408587 
## Iteration 15 lambda =  -0.4409026 
## Iteration 16 lambda =  -0.4409246 
## Iteration 17 lambda =  -0.4409356 
## Iteration 18 lambda =  -0.4409411 
## Iteration 19 lambda =  -0.4409439 
## Iteration 20 lambda =  -0.4409452 
## Iteration 21 lambda =  -0.4409459 
## Iteration 22 lambda =  -0.4409463 
## Iteration 23 lambda =  -0.4409464 
## Iteration 24 lambda =  -0.4409465 
## Iteration 1 lambda =  0.2894534 
## Iteration 2 lambda =  -0.06581989 
## Iteration 3 lambda =  -0.2434565 
## Iteration 4 lambda =  -0.3322749 
## Iteration 5 lambda =  -0.376684 
## Iteration 6 lambda =  -0.3988886 
## Iteration 7 lambda =  -0.4099909 
## Iteration 8 lambda =  -0.415542 
## Iteration 9 lambda =  -0.4183176 
## Iteration 10 lambda =  -0.4197054 
## Iteration 11 lambda =  -0.4203993 
## Iteration 12 lambda =  -0.4207462 
## Iteration 13 lambda =  -0.4209197 
## Iteration 14 lambda =  -0.4210064 
## Iteration 15 lambda =  -0.4210498 
## Iteration 16 lambda =  -0.4210715 
## Iteration 17 lambda =  -0.4210823 
## Iteration 18 lambda =  -0.4210878 
## Iteration 19 lambda =  -0.4210905 
## Iteration 20 lambda =  -0.4210918 
## Iteration 21 lambda =  -0.4210925 
## Iteration 22 lambda =  -0.4210928 
## Iteration 23 lambda =  -0.421093 
## Iteration 24 lambda =  -0.4210931 
## Iteration 1 lambda =  0.269558 
## Iteration 2 lambda =  -0.09566299 
## Iteration 3 lambda =  -0.2782735 
## Iteration 4 lambda =  -0.3695787 
## Iteration 5 lambda =  -0.4152314 
## Iteration 6 lambda =  -0.4380577 
## Iteration 7 lambda =  -0.4494708 
## Iteration 8 lambda =  -0.4551774 
## Iteration 9 lambda =  -0.4580307 
## Iteration 10 lambda =  -0.4594573 
## Iteration 11 lambda =  -0.4601707 
## Iteration 12 lambda =  -0.4605273 
## Iteration 13 lambda =  -0.4607057 
## Iteration 14 lambda =  -0.4607948 
## Iteration 15 lambda =  -0.4608394 
## Iteration 16 lambda =  -0.4608617 
## Iteration 17 lambda =  -0.4608728 
## Iteration 18 lambda =  -0.4608784 
## Iteration 19 lambda =  -0.4608812 
## Iteration 20 lambda =  -0.4608826 
## Iteration 21 lambda =  -0.4608833 
## Iteration 22 lambda =  -0.4608836 
## Iteration 23 lambda =  -0.4608838 
## Iteration 24 lambda =  -0.4608839 
## Iteration 1 lambda =  0.2934917 
## Iteration 2 lambda =  -0.05976249 
## Iteration 3 lambda =  -0.2363896 
## Iteration 4 lambda =  -0.3247031 
## Iteration 5 lambda =  -0.3688599 
## Iteration 6 lambda =  -0.3909383 
## Iteration 7 lambda =  -0.4019775 
## Iteration 8 lambda =  -0.4074971 
## Iteration 9 lambda =  -0.4102569 
## Iteration 10 lambda =  -0.4116368 
## Iteration 11 lambda =  -0.4123267 
## Iteration 12 lambda =  -0.4126717 
## Iteration 13 lambda =  -0.4128442 
## Iteration 14 lambda =  -0.4129304 
## Iteration 15 lambda =  -0.4129735 
## Iteration 16 lambda =  -0.4129951 
## Iteration 17 lambda =  -0.4130059 
## Iteration 18 lambda =  -0.4130113 
## Iteration 19 lambda =  -0.413014 
## Iteration 20 lambda =  -0.4130153 
## Iteration 21 lambda =  -0.413016 
## Iteration 22 lambda =  -0.4130163 
## Iteration 23 lambda =  -0.4130165 
## Iteration 24 lambda =  -0.4130166 
## Iteration 1 lambda =  0.3139476 
## Iteration 2 lambda =  -0.02907864 
## Iteration 3 lambda =  -0.2005918 
## Iteration 4 lambda =  -0.2863483 
## Iteration 5 lambda =  -0.3292266 
## Iteration 6 lambda =  -0.3506657 
## Iteration 7 lambda =  -0.3613853 
## Iteration 8 lambda =  -0.3667451 
## Iteration 9 lambda =  -0.369425 
## Iteration 10 lambda =  -0.3707649 
## Iteration 11 lambda =  -0.3714349 
## Iteration 12 lambda =  -0.3717699 
## Iteration 13 lambda =  -0.3719374 
## Iteration 14 lambda =  -0.3720211 
## Iteration 15 lambda =  -0.372063 
## Iteration 16 lambda =  -0.3720839 
## Iteration 17 lambda =  -0.3720944 
## Iteration 18 lambda =  -0.3720996 
## Iteration 19 lambda =  -0.3721022 
## Iteration 20 lambda =  -0.3721036 
## Iteration 21 lambda =  -0.3721042 
## Iteration 22 lambda =  -0.3721045 
## Iteration 23 lambda =  -0.3721047 
## Iteration 24 lambda =  -0.3721048 
## Iteration 1 lambda =  0.3301395 
## Iteration 2 lambda =  -0.004790772 
## Iteration 3 lambda =  -0.1722559 
## Iteration 4 lambda =  -0.2559885 
## Iteration 5 lambda =  -0.2978547 
## Iteration 6 lambda =  -0.3187879 
## Iteration 7 lambda =  -0.3292545 
## Iteration 8 lambda =  -0.3344877 
## Iteration 9 lambda =  -0.3371044 
## Iteration 10 lambda =  -0.3384127 
## Iteration 11 lambda =  -0.3390669 
## Iteration 12 lambda =  -0.3393939 
## Iteration 13 lambda =  -0.3395575 
## Iteration 14 lambda =  -0.3396393 
## Iteration 15 lambda =  -0.3396801 
## Iteration 16 lambda =  -0.3397006 
## Iteration 17 lambda =  -0.3397108 
## Iteration 18 lambda =  -0.3397159 
## Iteration 19 lambda =  -0.3397185 
## Iteration 20 lambda =  -0.3397198 
## Iteration 21 lambda =  -0.3397204 
## Iteration 22 lambda =  -0.3397207 
## Iteration 23 lambda =  -0.3397209 
## Iteration 24 lambda =  -0.339721 
## Iteration 1 lambda =  0.3374936 
## Iteration 2 lambda =  0.006240451 
## Iteration 3 lambda =  -0.1593861 
## Iteration 4 lambda =  -0.2421994 
## Iteration 5 lambda =  -0.2836061 
## Iteration 6 lambda =  -0.3043094 
## Iteration 7 lambda =  -0.3146611 
## Iteration 8 lambda =  -0.3198369 
## Iteration 9 lambda =  -0.3224248 
## Iteration 10 lambda =  -0.3237188 
## Iteration 11 lambda =  -0.3243658 
## Iteration 12 lambda =  -0.3246892 
## Iteration 13 lambda =  -0.324851 
## Iteration 14 lambda =  -0.3249319 
## Iteration 15 lambda =  -0.3249723 
## Iteration 16 lambda =  -0.3249925 
## Iteration 17 lambda =  -0.3250026 
## Iteration 18 lambda =  -0.3250077 
## Iteration 19 lambda =  -0.3250102 
## Iteration 20 lambda =  -0.3250115 
## Iteration 21 lambda =  -0.3250121 
## Iteration 22 lambda =  -0.3250124 
## Iteration 23 lambda =  -0.3250126 
## Iteration 24 lambda =  -0.3250127 
## Iteration 1 lambda =  0.3252946 
## Iteration 2 lambda =  -0.01205815 
## Iteration 3 lambda =  -0.1807345 
## Iteration 4 lambda =  -0.2650727 
## Iteration 5 lambda =  -0.3072418 
## Iteration 6 lambda =  -0.3283263 
## Iteration 7 lambda =  -0.3388686 
## Iteration 8 lambda =  -0.3441397 
## Iteration 9 lambda =  -0.3467753 
## Iteration 10 lambda =  -0.3480931 
## Iteration 11 lambda =  -0.348752 
## Iteration 12 lambda =  -0.3490814 
## Iteration 13 lambda =  -0.3492461 
## Iteration 14 lambda =  -0.3493285 
## Iteration 15 lambda =  -0.3493697 
## Iteration 16 lambda =  -0.3493903 
## Iteration 17 lambda =  -0.3494006 
## Iteration 18 lambda =  -0.3494057 
## Iteration 19 lambda =  -0.3494083 
## Iteration 20 lambda =  -0.3494096 
## Iteration 21 lambda =  -0.3494102 
## Iteration 22 lambda =  -0.3494105 
## Iteration 23 lambda =  -0.3494107 
## Iteration 24 lambda =  -0.3494108 
## Iteration 1 lambda =  0.3215049 
## Iteration 2 lambda =  -0.01774263 
## Iteration 3 lambda =  -0.1873664 
## Iteration 4 lambda =  -0.2721783 
## Iteration 5 lambda =  -0.3145842 
## Iteration 6 lambda =  -0.3357872 
## Iteration 7 lambda =  -0.3463887 
## Iteration 8 lambda =  -0.3516894 
## Iteration 9 lambda =  -0.3543398 
## Iteration 10 lambda =  -0.355665 
## Iteration 11 lambda =  -0.3563276 
## Iteration 12 lambda =  -0.3566589 
## Iteration 13 lambda =  -0.3568245 
## Iteration 14 lambda =  -0.3569073 
## Iteration 15 lambda =  -0.3569488 
## Iteration 16 lambda =  -0.3569695 
## Iteration 17 lambda =  -0.3569798 
## Iteration 18 lambda =  -0.356985 
## Iteration 19 lambda =  -0.3569876 
## Iteration 20 lambda =  -0.3569889 
## Iteration 21 lambda =  -0.3569895 
## Iteration 22 lambda =  -0.3569898 
## Iteration 23 lambda =  -0.35699 
## Iteration 24 lambda =  -0.3569901 
## Iteration 1 lambda =  0.345468 
## Iteration 2 lambda =  0.01820201 
## Iteration 3 lambda =  -0.145431 
## Iteration 4 lambda =  -0.2272475 
## Iteration 5 lambda =  -0.2681557 
## Iteration 6 lambda =  -0.2886099 
## Iteration 7 lambda =  -0.2988369 
## Iteration 8 lambda =  -0.3039504 
## Iteration 9 lambda =  -0.3065072 
## Iteration 10 lambda =  -0.3077856 
## Iteration 11 lambda =  -0.3084248 
## Iteration 12 lambda =  -0.3087444 
## Iteration 13 lambda =  -0.3089042 
## Iteration 14 lambda =  -0.3089841 
## Iteration 15 lambda =  -0.309024 
## Iteration 16 lambda =  -0.309044 
## Iteration 17 lambda =  -0.309054 
## Iteration 18 lambda =  -0.309059 
## Iteration 19 lambda =  -0.3090615 
## Iteration 20 lambda =  -0.3090627 
## Iteration 21 lambda =  -0.3090634 
## Iteration 22 lambda =  -0.3090637 
## Iteration 23 lambda =  -0.3090638 
## Iteration 24 lambda =  -0.3090639 
## Iteration 1 lambda =  0.3543679 
## Iteration 2 lambda =  0.03155192 
## Iteration 3 lambda =  -0.1298561 
## Iteration 4 lambda =  -0.2105601 
## Iteration 5 lambda =  -0.2509121 
## Iteration 6 lambda =  -0.2710881 
## Iteration 7 lambda =  -0.2811761 
## Iteration 8 lambda =  -0.2862201 
## Iteration 9 lambda =  -0.2887421 
## Iteration 10 lambda =  -0.2900031 
## Iteration 11 lambda =  -0.2906336 
## Iteration 12 lambda =  -0.2909489 
## Iteration 13 lambda =  -0.2911065 
## Iteration 14 lambda =  -0.2911853 
## Iteration 15 lambda =  -0.2912247 
## Iteration 16 lambda =  -0.2912444 
## Iteration 17 lambda =  -0.2912543 
## Iteration 18 lambda =  -0.2912592 
## Iteration 19 lambda =  -0.2912616 
## Iteration 20 lambda =  -0.2912629 
## Iteration 21 lambda =  -0.2912635 
## Iteration 22 lambda =  -0.2912638 
## Iteration 23 lambda =  -0.291264 
## Iteration 24 lambda =  -0.291264 
## Iteration 1 lambda =  0.3122417 
## Iteration 2 lambda =  -0.03163747 
## Iteration 3 lambda =  -0.203577 
## Iteration 4 lambda =  -0.2895468 
## Iteration 5 lambda =  -0.3325317 
## Iteration 6 lambda =  -0.3540242 
## Iteration 7 lambda =  -0.3647704 
## Iteration 8 lambda =  -0.3701435 
## Iteration 9 lambda =  -0.3728301 
## Iteration 10 lambda =  -0.3741733 
## Iteration 11 lambda =  -0.374845 
## Iteration 12 lambda =  -0.3751808 
## Iteration 13 lambda =  -0.3753487 
## Iteration 14 lambda =  -0.3754327 
## Iteration 15 lambda =  -0.3754746 
## Iteration 16 lambda =  -0.3754956 
## Iteration 17 lambda =  -0.3755061 
## Iteration 18 lambda =  -0.3755114 
## Iteration 19 lambda =  -0.375514 
## Iteration 20 lambda =  -0.3755153 
## Iteration 21 lambda =  -0.375516 
## Iteration 22 lambda =  -0.3755163 
## Iteration 23 lambda =  -0.3755165 
## Iteration 24 lambda =  -0.3755165 
## Iteration 1 lambda =  0.2915006 
## Iteration 2 lambda =  -0.06274914 
## Iteration 3 lambda =  -0.239874 
## Iteration 4 lambda =  -0.3284364 
## Iteration 5 lambda =  -0.3727176 
## Iteration 6 lambda =  -0.3948582 
## Iteration 7 lambda =  -0.4059285 
## Iteration 8 lambda =  -0.4114637 
## Iteration 9 lambda =  -0.4142313 
## Iteration 10 lambda =  -0.4156151 
## Iteration 11 lambda =  -0.416307 
## Iteration 12 lambda =  -0.4166529 
## Iteration 13 lambda =  -0.4168259 
## Iteration 14 lambda =  -0.4169124 
## Iteration 15 lambda =  -0.4169556 
## Iteration 16 lambda =  -0.4169772 
## Iteration 17 lambda =  -0.416988 
## Iteration 18 lambda =  -0.4169934 
## Iteration 19 lambda =  -0.4169961 
## Iteration 20 lambda =  -0.4169975 
## Iteration 21 lambda =  -0.4169982 
## Iteration 22 lambda =  -0.4169985 
## Iteration 23 lambda =  -0.4169987 
## Iteration 24 lambda =  -0.4169988 
## Iteration 1 lambda =  0.3364141 
## Iteration 2 lambda =  0.004621083 
## Iteration 3 lambda =  -0.1612754 
## Iteration 4 lambda =  -0.2442236 
## Iteration 5 lambda =  -0.2856978 
## Iteration 6 lambda =  -0.3064348 
## Iteration 7 lambda =  -0.3168034 
## Iteration 8 lambda =  -0.3219876 
## Iteration 9 lambda =  -0.3245798 
## Iteration 10 lambda =  -0.3258758 
## Iteration 11 lambda =  -0.3265239 
## Iteration 12 lambda =  -0.3268479 
## Iteration 13 lambda =  -0.3270099 
## Iteration 14 lambda =  -0.3270909 
## Iteration 15 lambda =  -0.3271314 
## Iteration 16 lambda =  -0.3271516 
## Iteration 17 lambda =  -0.3271618 
## Iteration 18 lambda =  -0.3271668 
## Iteration 19 lambda =  -0.3271694 
## Iteration 20 lambda =  -0.3271706 
## Iteration 21 lambda =  -0.3271713 
## Iteration 22 lambda =  -0.3271716 
## Iteration 23 lambda =  -0.3271717 
## Iteration 24 lambda =  -0.3271718 
## Iteration 1 lambda =  0.315172 
## Iteration 2 lambda =  -0.02724206 
## Iteration 3 lambda =  -0.1984491 
## Iteration 4 lambda =  -0.2840526 
## Iteration 5 lambda =  -0.3268543 
## Iteration 6 lambda =  -0.3482552 
## Iteration 7 lambda =  -0.3589556 
## Iteration 8 lambda =  -0.3643059 
## Iteration 9 lambda =  -0.366981 
## Iteration 10 lambda =  -0.3683185 
## Iteration 11 lambda =  -0.3689873 
## Iteration 12 lambda =  -0.3693217 
## Iteration 13 lambda =  -0.3694889 
## Iteration 14 lambda =  -0.3695725 
## Iteration 15 lambda =  -0.3696143 
## Iteration 16 lambda =  -0.3696352 
## Iteration 17 lambda =  -0.3696456 
## Iteration 18 lambda =  -0.3696509 
## Iteration 19 lambda =  -0.3696535 
## Iteration 20 lambda =  -0.3696548 
## Iteration 21 lambda =  -0.3696554 
## Iteration 22 lambda =  -0.3696557 
## Iteration 23 lambda =  -0.3696559 
## Iteration 24 lambda =  -0.369656 
## Iteration 1 lambda =  0.3386623 
## Iteration 2 lambda =  0.007993481 
## Iteration 3 lambda =  -0.1573409 
## Iteration 4 lambda =  -0.2400081 
## Iteration 5 lambda =  -0.2813418 
## Iteration 6 lambda =  -0.3020086 
## Iteration 7 lambda =  -0.312342 
## Iteration 8 lambda =  -0.3175087 
## Iteration 9 lambda =  -0.320092 
## Iteration 10 lambda =  -0.3213837 
## Iteration 11 lambda =  -0.3220295 
## Iteration 12 lambda =  -0.3223524 
## Iteration 13 lambda =  -0.3225139 
## Iteration 14 lambda =  -0.3225946 
## Iteration 15 lambda =  -0.322635 
## Iteration 16 lambda =  -0.3226552 
## Iteration 17 lambda =  -0.3226653 
## Iteration 18 lambda =  -0.3226703 
## Iteration 19 lambda =  -0.3226728 
## Iteration 20 lambda =  -0.3226741 
## Iteration 21 lambda =  -0.3226747 
## Iteration 22 lambda =  -0.322675 
## Iteration 23 lambda =  -0.3226752 
## Iteration 24 lambda =  -0.3226753 
## Iteration 1 lambda =  0.2925534 
## Iteration 2 lambda =  -0.06116992 
## Iteration 3 lambda =  -0.2380316 
## Iteration 4 lambda =  -0.3264624 
## Iteration 5 lambda =  -0.3706778 
## Iteration 6 lambda =  -0.3927855 
## Iteration 7 lambda =  -0.4038394 
## Iteration 8 lambda =  -0.4093663 
## Iteration 9 lambda =  -0.4121298 
## Iteration 10 lambda =  -0.4135115 
## Iteration 11 lambda =  -0.4142024 
## Iteration 12 lambda =  -0.4145478 
## Iteration 13 lambda =  -0.4147205 
## Iteration 14 lambda =  -0.4148069 
## Iteration 15 lambda =  -0.41485 
## Iteration 16 lambda =  -0.4148716 
## Iteration 17 lambda =  -0.4148824 
## Iteration 18 lambda =  -0.4148878 
## Iteration 19 lambda =  -0.4148905 
## Iteration 20 lambda =  -0.4148919 
## Iteration 21 lambda =  -0.4148926 
## Iteration 22 lambda =  -0.4148929 
## Iteration 23 lambda =  -0.4148931 
## Iteration 24 lambda =  -0.4148931 
## Iteration 1 lambda =  0.301566 
## Iteration 2 lambda =  -0.04765093 
## Iteration 3 lambda =  -0.2222594 
## Iteration 4 lambda =  -0.3095637 
## Iteration 5 lambda =  -0.3532158 
## Iteration 6 lambda =  -0.3750418 
## Iteration 7 lambda =  -0.3859549 
## Iteration 8 lambda =  -0.3914114 
## Iteration 9 lambda =  -0.3941396 
## Iteration 10 lambda =  -0.3955038 
## Iteration 11 lambda =  -0.3961858 
## Iteration 12 lambda =  -0.3965269 
## Iteration 13 lambda =  -0.3966974 
## Iteration 14 lambda =  -0.3967826 
## Iteration 15 lambda =  -0.3968253 
## Iteration 16 lambda =  -0.3968466 
## Iteration 17 lambda =  -0.3968572 
## Iteration 18 lambda =  -0.3968626 
## Iteration 19 lambda =  -0.3968652 
## Iteration 20 lambda =  -0.3968666 
## Iteration 21 lambda =  -0.3968672 
## Iteration 22 lambda =  -0.3968676 
## Iteration 23 lambda =  -0.3968677 
## Iteration 24 lambda =  -0.3968678 
## Iteration 1 lambda =  0.324891 
## Iteration 2 lambda =  -0.01266347 
## Iteration 3 lambda =  -0.1814407 
## Iteration 4 lambda =  -0.2658293 
## Iteration 5 lambda =  -0.3080236 
## Iteration 6 lambda =  -0.3291208 
## Iteration 7 lambda =  -0.3396694 
## Iteration 8 lambda =  -0.3449437 
## Iteration 9 lambda =  -0.3475808 
## Iteration 10 lambda =  -0.3488994 
## Iteration 11 lambda =  -0.3495587 
## Iteration 12 lambda =  -0.3498883 
## Iteration 13 lambda =  -0.3500531 
## Iteration 14 lambda =  -0.3501355 
## Iteration 15 lambda =  -0.3501768 
## Iteration 16 lambda =  -0.3501974 
## Iteration 17 lambda =  -0.3502077 
## Iteration 18 lambda =  -0.3502128 
## Iteration 19 lambda =  -0.3502154 
## Iteration 20 lambda =  -0.3502167 
## Iteration 21 lambda =  -0.3502173 
## Iteration 22 lambda =  -0.3502176 
## Iteration 23 lambda =  -0.3502178 
## Iteration 24 lambda =  -0.3502179 
## Iteration 1 lambda =  0.3346133 
## Iteration 2 lambda =  0.001919948 
## Iteration 3 lambda =  -0.1644267 
## Iteration 4 lambda =  -0.2476001 
## Iteration 5 lambda =  -0.2891867 
## Iteration 6 lambda =  -0.3099801 
## Iteration 7 lambda =  -0.3203767 
## Iteration 8 lambda =  -0.3255751 
## Iteration 9 lambda =  -0.3281742 
## Iteration 10 lambda =  -0.3294738 
## Iteration 11 lambda =  -0.3301236 
## Iteration 12 lambda =  -0.3304485 
## Iteration 13 lambda =  -0.330611 
## Iteration 14 lambda =  -0.3306922 
## Iteration 15 lambda =  -0.3307328 
## Iteration 16 lambda =  -0.3307531 
## Iteration 17 lambda =  -0.3307633 
## Iteration 18 lambda =  -0.3307683 
## Iteration 19 lambda =  -0.3307709 
## Iteration 20 lambda =  -0.3307721 
## Iteration 21 lambda =  -0.3307728 
## Iteration 22 lambda =  -0.3307731 
## Iteration 23 lambda =  -0.3307732 
## Iteration 24 lambda =  -0.3307733 
## Iteration 1 lambda =  0.2733462 
## Iteration 2 lambda =  -0.08998068 
## Iteration 3 lambda =  -0.2716441 
## Iteration 4 lambda =  -0.3624758 
## Iteration 5 lambda =  -0.4078917 
## Iteration 6 lambda =  -0.4305996 
## Iteration 7 lambda =  -0.4419536 
## Iteration 8 lambda =  -0.4476306 
## Iteration 9 lambda =  -0.4504691 
## Iteration 10 lambda =  -0.4518883 
## Iteration 11 lambda =  -0.4525979 
## Iteration 12 lambda =  -0.4529528 
## Iteration 13 lambda =  -0.4531302 
## Iteration 14 lambda =  -0.4532189 
## Iteration 15 lambda =  -0.4532632 
## Iteration 16 lambda =  -0.4532854 
## Iteration 17 lambda =  -0.4532965 
## Iteration 18 lambda =  -0.453302 
## Iteration 19 lambda =  -0.4533048 
## Iteration 20 lambda =  -0.4533062 
## Iteration 21 lambda =  -0.4533069 
## Iteration 22 lambda =  -0.4533072 
## Iteration 23 lambda =  -0.4533074 
## Iteration 24 lambda =  -0.4533075 
## Iteration 1 lambda =  0.2787147 
## Iteration 2 lambda =  -0.08192793 
## Iteration 3 lambda =  -0.2622493 
## Iteration 4 lambda =  -0.3524099 
## Iteration 5 lambda =  -0.3974902 
## Iteration 6 lambda =  -0.4200304 
## Iteration 7 lambda =  -0.4313005 
## Iteration 8 lambda =  -0.4369355 
## Iteration 9 lambda =  -0.4397531 
## Iteration 10 lambda =  -0.4411618 
## Iteration 11 lambda =  -0.4418662 
## Iteration 12 lambda =  -0.4422184 
## Iteration 13 lambda =  -0.4423945 
## Iteration 14 lambda =  -0.4424825 
## Iteration 15 lambda =  -0.4425265 
## Iteration 16 lambda =  -0.4425486 
## Iteration 17 lambda =  -0.4425596 
## Iteration 18 lambda =  -0.4425651 
## Iteration 19 lambda =  -0.4425678 
## Iteration 20 lambda =  -0.4425692 
## Iteration 21 lambda =  -0.4425699 
## Iteration 22 lambda =  -0.4425702 
## Iteration 23 lambda =  -0.4425704 
## Iteration 24 lambda =  -0.4425705 
## Iteration 1 lambda =  0.3331456 
## Iteration 2 lambda =  -0.0002816735 
## Iteration 3 lambda =  -0.1669953 
## Iteration 4 lambda =  -0.2503521 
## Iteration 5 lambda =  -0.2920305 
## Iteration 6 lambda =  -0.3128697 
## Iteration 7 lambda =  -0.3232893 
## Iteration 8 lambda =  -0.3284991 
## Iteration 9 lambda =  -0.331104 
## Iteration 10 lambda =  -0.3324064 
## Iteration 11 lambda =  -0.3330577 
## Iteration 12 lambda =  -0.3333833 
## Iteration 13 lambda =  -0.3335461 
## Iteration 14 lambda =  -0.3336275 
## Iteration 15 lambda =  -0.3336682 
## Iteration 16 lambda =  -0.3336885 
## Iteration 17 lambda =  -0.3336987 
## Iteration 18 lambda =  -0.3337038 
## Iteration 19 lambda =  -0.3337064 
## Iteration 20 lambda =  -0.3337076 
## Iteration 21 lambda =  -0.3337083 
## Iteration 22 lambda =  -0.3337086 
## Iteration 23 lambda =  -0.3337087 
## Iteration 24 lambda =  -0.3337088 
## Iteration 1 lambda =  0.3385339 
## Iteration 2 lambda =  0.007800814 
## Iteration 3 lambda =  -0.1575657 
## Iteration 4 lambda =  -0.240249 
## Iteration 5 lambda =  -0.2815906 
## Iteration 6 lambda =  -0.3022614 
## Iteration 7 lambda =  -0.3125968 
## Iteration 8 lambda =  -0.3177645 
## Iteration 9 lambda =  -0.3203484 
## Iteration 10 lambda =  -0.3216403 
## Iteration 11 lambda =  -0.3222863 
## Iteration 12 lambda =  -0.3226093 
## Iteration 13 lambda =  -0.3227708 
## Iteration 14 lambda =  -0.3228515 
## Iteration 15 lambda =  -0.3228919 
## Iteration 16 lambda =  -0.3229121 
## Iteration 17 lambda =  -0.3229222 
## Iteration 18 lambda =  -0.3229272 
## Iteration 19 lambda =  -0.3229297 
## Iteration 20 lambda =  -0.322931 
## Iteration 21 lambda =  -0.3229316 
## Iteration 22 lambda =  -0.3229319 
## Iteration 23 lambda =  -0.3229321 
## Iteration 24 lambda =  -0.3229322 
## Iteration 1 lambda =  0.3256449 
## Iteration 2 lambda =  -0.01153263 
## Iteration 3 lambda =  -0.1801214 
## Iteration 4 lambda =  -0.2644158 
## Iteration 5 lambda =  -0.306563 
## Iteration 6 lambda =  -0.3276366 
## Iteration 7 lambda =  -0.3381734 
## Iteration 8 lambda =  -0.3434418 
## Iteration 9 lambda =  -0.346076 
## Iteration 10 lambda =  -0.3473931 
## Iteration 11 lambda =  -0.3480516 
## Iteration 12 lambda =  -0.3483809 
## Iteration 13 lambda =  -0.3485455 
## Iteration 14 lambda =  -0.3486279 
## Iteration 15 lambda =  -0.348669 
## Iteration 16 lambda =  -0.3486896 
## Iteration 17 lambda =  -0.3486999 
## Iteration 18 lambda =  -0.348705 
## Iteration 19 lambda =  -0.3487076 
## Iteration 20 lambda =  -0.3487089 
## Iteration 21 lambda =  -0.3487095 
## Iteration 22 lambda =  -0.3487099 
## Iteration 23 lambda =  -0.34871 
## Iteration 24 lambda =  -0.3487101 
## Iteration 1 lambda =  0.2835418 
## Iteration 2 lambda =  -0.07468732 
## Iteration 3 lambda =  -0.2538019 
## Iteration 4 lambda =  -0.3433592 
## Iteration 5 lambda =  -0.3881378 
## Iteration 6 lambda =  -0.4105271 
## Iteration 7 lambda =  -0.4217218 
## Iteration 8 lambda =  -0.4273191 
## Iteration 9 lambda =  -0.4301178 
## Iteration 10 lambda =  -0.4315171 
## Iteration 11 lambda =  -0.4322168 
## Iteration 12 lambda =  -0.4325666 
## Iteration 13 lambda =  -0.4327415 
## Iteration 14 lambda =  -0.432829 
## Iteration 15 lambda =  -0.4328727 
## Iteration 16 lambda =  -0.4328946 
## Iteration 17 lambda =  -0.4329055 
## Iteration 18 lambda =  -0.432911 
## Iteration 19 lambda =  -0.4329137 
## Iteration 20 lambda =  -0.4329151 
## Iteration 21 lambda =  -0.4329157 
## Iteration 22 lambda =  -0.4329161 
## Iteration 23 lambda =  -0.4329163 
## Iteration 24 lambda =  -0.4329163 
## Iteration 1 lambda =  0.3041322 
## Iteration 2 lambda =  -0.04380167 
## Iteration 3 lambda =  -0.2177686 
## Iteration 4 lambda =  -0.3047521 
## Iteration 5 lambda =  -0.3482438 
## Iteration 6 lambda =  -0.3699897 
## Iteration 7 lambda =  -0.3808626 
## Iteration 8 lambda =  -0.3862991 
## Iteration 9 lambda =  -0.3890173 
## Iteration 10 lambda =  -0.3903764 
## Iteration 11 lambda =  -0.391056 
## Iteration 12 lambda =  -0.3913958 
## Iteration 13 lambda =  -0.3915657 
## Iteration 14 lambda =  -0.3916506 
## Iteration 15 lambda =  -0.3916931 
## Iteration 16 lambda =  -0.3917143 
## Iteration 17 lambda =  -0.3917249 
## Iteration 18 lambda =  -0.3917303 
## Iteration 19 lambda =  -0.3917329 
## Iteration 20 lambda =  -0.3917342 
## Iteration 21 lambda =  -0.3917349 
## Iteration 22 lambda =  -0.3917352 
## Iteration 23 lambda =  -0.3917354 
## Iteration 24 lambda =  -0.3917355 
## Iteration 1 lambda =  0.3258107 
## Iteration 2 lambda =  -0.01128394 
## Iteration 3 lambda =  -0.1798313 
## Iteration 4 lambda =  -0.2641049 
## Iteration 5 lambda =  -0.3062418 
## Iteration 6 lambda =  -0.3273102 
## Iteration 7 lambda =  -0.3378444 
## Iteration 8 lambda =  -0.3431115 
## Iteration 9 lambda =  -0.345745 
## Iteration 10 lambda =  -0.3470618 
## Iteration 11 lambda =  -0.3477202 
## Iteration 12 lambda =  -0.3480494 
## Iteration 13 lambda =  -0.348214 
## Iteration 14 lambda =  -0.3482963 
## Iteration 15 lambda =  -0.3483374 
## Iteration 16 lambda =  -0.348358 
## Iteration 17 lambda =  -0.3483683 
## Iteration 18 lambda =  -0.3483734 
## Iteration 19 lambda =  -0.348376 
## Iteration 20 lambda =  -0.3483773 
## Iteration 21 lambda =  -0.3483779 
## Iteration 22 lambda =  -0.3483783 
## Iteration 23 lambda =  -0.3483784 
## Iteration 24 lambda =  -0.3483785 
## Iteration 1 lambda =  0.2955437 
## Iteration 2 lambda =  -0.05668451 
## Iteration 3 lambda =  -0.2327986 
## Iteration 4 lambda =  -0.3208556 
## Iteration 5 lambda =  -0.3648842 
## Iteration 6 lambda =  -0.3868984 
## Iteration 7 lambda =  -0.3979055 
## Iteration 8 lambda =  -0.4034091 
## Iteration 9 lambda =  -0.4061609 
## Iteration 10 lambda =  -0.4075368 
## Iteration 11 lambda =  -0.4082247 
## Iteration 12 lambda =  -0.4085687 
## Iteration 13 lambda =  -0.4087407 
## Iteration 14 lambda =  -0.4088267 
## Iteration 15 lambda =  -0.4088697 
## Iteration 16 lambda =  -0.4088912 
## Iteration 17 lambda =  -0.4089019 
## Iteration 18 lambda =  -0.4089073 
## Iteration 19 lambda =  -0.40891 
## Iteration 20 lambda =  -0.4089113 
## Iteration 21 lambda =  -0.408912 
## Iteration 22 lambda =  -0.4089123 
## Iteration 23 lambda =  -0.4089125 
## Iteration 24 lambda =  -0.4089126 
## Iteration 1 lambda =  0.3042709 
## Iteration 2 lambda =  -0.04359367 
## Iteration 3 lambda =  -0.217526 
## Iteration 4 lambda =  -0.3044921 
## Iteration 5 lambda =  -0.3479752 
## Iteration 6 lambda =  -0.3697167 
## Iteration 7 lambda =  -0.3805875 
## Iteration 8 lambda =  -0.3860228 
## Iteration 9 lambda =  -0.3887405 
## Iteration 10 lambda =  -0.3900994 
## Iteration 11 lambda =  -0.3907788 
## Iteration 12 lambda =  -0.3911185 
## Iteration 13 lambda =  -0.3912884 
## Iteration 14 lambda =  -0.3913733 
## Iteration 15 lambda =  -0.3914158 
## Iteration 16 lambda =  -0.391437 
## Iteration 17 lambda =  -0.3914476 
## Iteration 18 lambda =  -0.3914529 
## Iteration 19 lambda =  -0.3914556 
## Iteration 20 lambda =  -0.3914569 
## Iteration 21 lambda =  -0.3914576 
## Iteration 22 lambda =  -0.3914579 
## Iteration 23 lambda =  -0.3914581 
## Iteration 24 lambda =  -0.3914582 
## Iteration 1 lambda =  0.3249383 
## Iteration 2 lambda =  -0.01259253 
## Iteration 3 lambda =  -0.1813579 
## Iteration 4 lambda =  -0.2657407 
## Iteration 5 lambda =  -0.307932 
## Iteration 6 lambda =  -0.3290277 
## Iteration 7 lambda =  -0.3395755 
## Iteration 8 lambda =  -0.3448495 
## Iteration 9 lambda =  -0.3474864 
## Iteration 10 lambda =  -0.3488049 
## Iteration 11 lambda =  -0.3494641 
## Iteration 12 lambda =  -0.3497938 
## Iteration 13 lambda =  -0.3499586 
## Iteration 14 lambda =  -0.350041 
## Iteration 15 lambda =  -0.3500822 
## Iteration 16 lambda =  -0.3501028 
## Iteration 17 lambda =  -0.3501131 
## Iteration 18 lambda =  -0.3501182 
## Iteration 19 lambda =  -0.3501208 
## Iteration 20 lambda =  -0.3501221 
## Iteration 21 lambda =  -0.3501227 
## Iteration 22 lambda =  -0.350123 
## Iteration 23 lambda =  -0.3501232 
## Iteration 24 lambda =  -0.3501233 
## Iteration 1 lambda =  0.3287646 
## Iteration 2 lambda =  -0.006853163 
## Iteration 3 lambda =  -0.174662 
## Iteration 4 lambda =  -0.2585665 
## Iteration 5 lambda =  -0.3005187 
## Iteration 6 lambda =  -0.3214948 
## Iteration 7 lambda =  -0.3319828 
## Iteration 8 lambda =  -0.3372269 
## Iteration 9 lambda =  -0.3398489 
## Iteration 10 lambda =  -0.3411599 
## Iteration 11 lambda =  -0.3418154 
## Iteration 12 lambda =  -0.3421431 
## Iteration 13 lambda =  -0.342307 
## Iteration 14 lambda =  -0.3423889 
## Iteration 15 lambda =  -0.3424299 
## Iteration 16 lambda =  -0.3424504 
## Iteration 17 lambda =  -0.3424606 
## Iteration 18 lambda =  -0.3424658 
## Iteration 19 lambda =  -0.3424683 
## Iteration 20 lambda =  -0.3424696 
## Iteration 21 lambda =  -0.3424702 
## Iteration 22 lambda =  -0.3424706 
## Iteration 23 lambda =  -0.3424707 
## Iteration 24 lambda =  -0.3424708 
## Iteration 1 lambda =  0.3241071 
## Iteration 2 lambda =  -0.01383941 
## Iteration 3 lambda =  -0.1828126 
## Iteration 4 lambda =  -0.2672993 
## Iteration 5 lambda =  -0.3095426 
## Iteration 6 lambda =  -0.3306642 
## Iteration 7 lambda =  -0.3412251 
## Iteration 8 lambda =  -0.3465055 
## Iteration 9 lambda =  -0.3491457 
## Iteration 10 lambda =  -0.3504658 
## Iteration 11 lambda =  -0.3511258 
## Iteration 12 lambda =  -0.3514559 
## Iteration 13 lambda =  -0.3516209 
## Iteration 14 lambda =  -0.3517034 
## Iteration 15 lambda =  -0.3517446 
## Iteration 16 lambda =  -0.3517653 
## Iteration 17 lambda =  -0.3517756 
## Iteration 18 lambda =  -0.3517807 
## Iteration 19 lambda =  -0.3517833 
## Iteration 20 lambda =  -0.3517846 
## Iteration 21 lambda =  -0.3517852 
## Iteration 22 lambda =  -0.3517856 
## Iteration 23 lambda =  -0.3517857 
## Iteration 24 lambda =  -0.3517858 
## Iteration 1 lambda =  0.3122189 
## Iteration 2 lambda =  -0.03167168 
## Iteration 3 lambda =  -0.203617 
## Iteration 4 lambda =  -0.2895896 
## Iteration 5 lambda =  -0.3325759 
## Iteration 6 lambda =  -0.3540691 
## Iteration 7 lambda =  -0.3648157 
## Iteration 8 lambda =  -0.3701889 
## Iteration 9 lambda =  -0.3728756 
## Iteration 10 lambda =  -0.3742189 
## Iteration 11 lambda =  -0.3748906 
## Iteration 12 lambda =  -0.3752264 
## Iteration 13 lambda =  -0.3753943 
## Iteration 14 lambda =  -0.3754783 
## Iteration 15 lambda =  -0.3755203 
## Iteration 16 lambda =  -0.3755412 
## Iteration 17 lambda =  -0.3755517 
## Iteration 18 lambda =  -0.375557 
## Iteration 19 lambda =  -0.3755596 
## Iteration 20 lambda =  -0.3755609 
## Iteration 21 lambda =  -0.3755616 
## Iteration 22 lambda =  -0.3755619 
## Iteration 23 lambda =  -0.3755621 
## Iteration 24 lambda =  -0.3755622 
## Iteration 1 lambda =  0.3404714 
## Iteration 2 lambda =  0.01070705 
## Iteration 3 lambda =  -0.1541751 
## Iteration 4 lambda =  -0.2366162 
## Iteration 5 lambda =  -0.2778367 
## Iteration 6 lambda =  -0.298447 
## Iteration 7 lambda =  -0.3087521 
## Iteration 8 lambda =  -0.3139047 
## Iteration 9 lambda =  -0.316481 
## Iteration 10 lambda =  -0.3177691 
## Iteration 11 lambda =  -0.3184132 
## Iteration 12 lambda =  -0.3187352 
## Iteration 13 lambda =  -0.3188962 
## Iteration 14 lambda =  -0.3189768 
## Iteration 15 lambda =  -0.319017 
## Iteration 16 lambda =  -0.3190371 
## Iteration 17 lambda =  -0.3190472 
## Iteration 18 lambda =  -0.3190522 
## Iteration 19 lambda =  -0.3190547 
## Iteration 20 lambda =  -0.319056 
## Iteration 21 lambda =  -0.3190566 
## Iteration 22 lambda =  -0.3190569 
## Iteration 23 lambda =  -0.3190571 
## Iteration 24 lambda =  -0.3190572 
## Iteration 1 lambda =  0.3222843 
## Iteration 2 lambda =  -0.01657352 
## Iteration 3 lambda =  -0.1860024 
## Iteration 4 lambda =  -0.2707169 
## Iteration 5 lambda =  -0.3130741 
## Iteration 6 lambda =  -0.3342527 
## Iteration 7 lambda =  -0.3448421 
## Iteration 8 lambda =  -0.3501367 
## Iteration 9 lambda =  -0.352784 
## Iteration 10 lambda =  -0.3541077 
## Iteration 11 lambda =  -0.3547695 
## Iteration 12 lambda =  -0.3551004 
## Iteration 13 lambda =  -0.3552659 
## Iteration 14 lambda =  -0.3553486 
## Iteration 15 lambda =  -0.35539 
## Iteration 16 lambda =  -0.3554107 
## Iteration 17 lambda =  -0.355421 
## Iteration 18 lambda =  -0.3554262 
## Iteration 19 lambda =  -0.3554288 
## Iteration 20 lambda =  -0.3554301 
## Iteration 21 lambda =  -0.3554307 
## Iteration 22 lambda =  -0.355431 
## Iteration 23 lambda =  -0.3554312 
## Iteration 24 lambda =  -0.3554313 
## Iteration 1 lambda =  0.2942656 
## Iteration 2 lambda =  -0.05860154 
## Iteration 3 lambda =  -0.2350351 
## Iteration 4 lambda =  -0.3232519 
## Iteration 5 lambda =  -0.3673603 
## Iteration 6 lambda =  -0.3894145 
## Iteration 7 lambda =  -0.4004416 
## Iteration 8 lambda =  -0.4059552 
## Iteration 9 lambda =  -0.408712 
## Iteration 10 lambda =  -0.4100903 
## Iteration 11 lambda =  -0.4107795 
## Iteration 12 lambda =  -0.4111241 
## Iteration 13 lambda =  -0.4112964 
## Iteration 14 lambda =  -0.4113826 
## Iteration 15 lambda =  -0.4114257 
## Iteration 16 lambda =  -0.4114472 
## Iteration 17 lambda =  -0.411458 
## Iteration 18 lambda =  -0.4114633 
## Iteration 19 lambda =  -0.411466 
## Iteration 20 lambda =  -0.4114674 
## Iteration 21 lambda =  -0.4114681 
## Iteration 22 lambda =  -0.4114684 
## Iteration 23 lambda =  -0.4114686 
## Iteration 24 lambda =  -0.4114686 
## Iteration 1 lambda =  0.3373158 
## Iteration 2 lambda =  0.005973678 
## Iteration 3 lambda =  -0.1596974 
## Iteration 4 lambda =  -0.2425329 
## Iteration 5 lambda =  -0.2839507 
## Iteration 6 lambda =  -0.3046595 
## Iteration 7 lambda =  -0.315014 
## Iteration 8 lambda =  -0.3201912 
## Iteration 9 lambda =  -0.3227798 
## Iteration 10 lambda =  -0.3240741 
## Iteration 11 lambda =  -0.3247213 
## Iteration 12 lambda =  -0.3250449 
## Iteration 13 lambda =  -0.3252066 
## Iteration 14 lambda =  -0.3252875 
## Iteration 15 lambda =  -0.325328 
## Iteration 16 lambda =  -0.3253482 
## Iteration 17 lambda =  -0.3253583 
## Iteration 18 lambda =  -0.3253634 
## Iteration 19 lambda =  -0.3253659 
## Iteration 20 lambda =  -0.3253672 
## Iteration 21 lambda =  -0.3253678 
## Iteration 22 lambda =  -0.3253681 
## Iteration 23 lambda =  -0.3253683 
## Iteration 24 lambda =  -0.3253684 
## Iteration 1 lambda =  0.3283919 
## Iteration 2 lambda =  -0.007412079 
## Iteration 3 lambda =  -0.1753141 
## Iteration 4 lambda =  -0.2592651 
## Iteration 5 lambda =  -0.3012406 
## Iteration 6 lambda =  -0.3222284 
## Iteration 7 lambda =  -0.3327222 
## Iteration 8 lambda =  -0.3379692 
## Iteration 9 lambda =  -0.3405926 
## Iteration 10 lambda =  -0.3419044 
## Iteration 11 lambda =  -0.3425602 
## Iteration 12 lambda =  -0.3428882 
## Iteration 13 lambda =  -0.3430521 
## Iteration 14 lambda =  -0.3431341 
## Iteration 15 lambda =  -0.3431751 
## Iteration 16 lambda =  -0.3431956 
## Iteration 17 lambda =  -0.3432059 
## Iteration 18 lambda =  -0.343211 
## Iteration 19 lambda =  -0.3432135 
## Iteration 20 lambda =  -0.3432148 
## Iteration 21 lambda =  -0.3432155 
## Iteration 22 lambda =  -0.3432158 
## Iteration 23 lambda =  -0.3432159 
## Iteration 24 lambda =  -0.343216 
## Iteration 1 lambda =  0.2815963 
## Iteration 2 lambda =  -0.07760553 
## Iteration 3 lambda =  -0.2572065 
## Iteration 4 lambda =  -0.3470069 
## Iteration 5 lambda =  -0.3919071 
## Iteration 6 lambda =  -0.4143573 
## Iteration 7 lambda =  -0.4255823 
## Iteration 8 lambda =  -0.4311948 
## Iteration 9 lambda =  -0.4340011 
## Iteration 10 lambda =  -0.4354042 
## Iteration 11 lambda =  -0.4361058 
## Iteration 12 lambda =  -0.4364566 
## Iteration 13 lambda =  -0.436632 
## Iteration 14 lambda =  -0.4367197 
## Iteration 15 lambda =  -0.4367635 
## Iteration 16 lambda =  -0.4367855 
## Iteration 17 lambda =  -0.4367964 
## Iteration 18 lambda =  -0.4368019 
## Iteration 19 lambda =  -0.4368046 
## Iteration 20 lambda =  -0.436806 
## Iteration 21 lambda =  -0.4368067 
## Iteration 22 lambda =  -0.436807 
## Iteration 23 lambda =  -0.4368072 
## Iteration 24 lambda =  -0.4368073 
## Iteration 1 lambda =  0.2847804 
## Iteration 2 lambda =  -0.07282945 
## Iteration 3 lambda =  -0.2516344 
## Iteration 4 lambda =  -0.3410368 
## Iteration 5 lambda =  -0.385738 
## Iteration 6 lambda =  -0.4080887 
## Iteration 7 lambda =  -0.419264 
## Iteration 8 lambda =  -0.4248516 
## Iteration 9 lambda =  -0.4276454 
## Iteration 10 lambda =  -0.4290424 
## Iteration 11 lambda =  -0.4297408 
## Iteration 12 lambda =  -0.43009 
## Iteration 13 lambda =  -0.4302647 
## Iteration 14 lambda =  -0.430352 
## Iteration 15 lambda =  -0.4303956 
## Iteration 16 lambda =  -0.4304174 
## Iteration 17 lambda =  -0.4304284 
## Iteration 18 lambda =  -0.4304338 
## Iteration 19 lambda =  -0.4304365 
## Iteration 20 lambda =  -0.4304379 
## Iteration 21 lambda =  -0.4304386 
## Iteration 22 lambda =  -0.4304389 
## Iteration 23 lambda =  -0.4304391 
## Iteration 24 lambda =  -0.4304392 
## Iteration 1 lambda =  0.3065863 
## Iteration 2 lambda =  -0.04012057 
## Iteration 3 lambda =  -0.213474 
## Iteration 4 lambda =  -0.3001507 
## Iteration 5 lambda =  -0.3434891 
## Iteration 6 lambda =  -0.3651583 
## Iteration 7 lambda =  -0.3759928 
## Iteration 8 lambda =  -0.3814101 
## Iteration 9 lambda =  -0.3841188 
## Iteration 10 lambda =  -0.3854731 
## Iteration 11 lambda =  -0.3861503 
## Iteration 12 lambda =  -0.3864888 
## Iteration 13 lambda =  -0.3866581 
## Iteration 14 lambda =  -0.3867428 
## Iteration 15 lambda =  -0.3867851 
## Iteration 16 lambda =  -0.3868063 
## Iteration 17 lambda =  -0.3868168 
## Iteration 18 lambda =  -0.3868221 
## Iteration 19 lambda =  -0.3868248 
## Iteration 20 lambda =  -0.3868261 
## Iteration 21 lambda =  -0.3868268 
## Iteration 22 lambda =  -0.3868271 
## Iteration 23 lambda =  -0.3868273 
## Iteration 24 lambda =  -0.3868273 
## Iteration 1 lambda =  0.336912 
## Iteration 2 lambda =  0.005368053 
## Iteration 3 lambda =  -0.1604039 
## Iteration 4 lambda =  -0.2432899 
## Iteration 5 lambda =  -0.2847329 
## Iteration 6 lambda =  -0.3054544 
## Iteration 7 lambda =  -0.3158152 
## Iteration 8 lambda =  -0.3209956 
## Iteration 9 lambda =  -0.3235857 
## Iteration 10 lambda =  -0.3248808 
## Iteration 11 lambda =  -0.3255284 
## Iteration 12 lambda =  -0.3258522 
## Iteration 13 lambda =  -0.326014 
## Iteration 14 lambda =  -0.326095 
## Iteration 15 lambda =  -0.3261355 
## Iteration 16 lambda =  -0.3261557 
## Iteration 17 lambda =  -0.3261658 
## Iteration 18 lambda =  -0.3261709 
## Iteration 19 lambda =  -0.3261734 
## Iteration 20 lambda =  -0.3261747 
## Iteration 21 lambda =  -0.3261753 
## Iteration 22 lambda =  -0.3261756 
## Iteration 23 lambda =  -0.3261758 
## Iteration 24 lambda =  -0.3261759 
## Iteration 1 lambda =  0.2945411 
## Iteration 2 lambda =  -0.05818828 
## Iteration 3 lambda =  -0.234553 
## Iteration 4 lambda =  -0.3227354 
## Iteration 5 lambda =  -0.3668265 
## Iteration 6 lambda =  -0.3888721 
## Iteration 7 lambda =  -0.3998949 
## Iteration 8 lambda =  -0.4054063 
## Iteration 9 lambda =  -0.408162 
## Iteration 10 lambda =  -0.4095399 
## Iteration 11 lambda =  -0.4102288 
## Iteration 12 lambda =  -0.4105732 
## Iteration 13 lambda =  -0.4107455 
## Iteration 14 lambda =  -0.4108316 
## Iteration 15 lambda =  -0.4108746 
## Iteration 16 lambda =  -0.4108962 
## Iteration 17 lambda =  -0.4109069 
## Iteration 18 lambda =  -0.4109123 
## Iteration 19 lambda =  -0.410915 
## Iteration 20 lambda =  -0.4109164 
## Iteration 21 lambda =  -0.410917 
## Iteration 22 lambda =  -0.4109174 
## Iteration 23 lambda =  -0.4109175 
## Iteration 24 lambda =  -0.4109176 
## Iteration 1 lambda =  0.3313165 
## Iteration 2 lambda =  -0.003025325 
## Iteration 3 lambda =  -0.1701962 
## Iteration 4 lambda =  -0.2537817 
## Iteration 5 lambda =  -0.2955744 
## Iteration 6 lambda =  -0.3164707 
## Iteration 7 lambda =  -0.3269189 
## Iteration 8 lambda =  -0.332143 
## Iteration 9 lambda =  -0.3347551 
## Iteration 10 lambda =  -0.3360611 
## Iteration 11 lambda =  -0.3367141 
## Iteration 12 lambda =  -0.3370406 
## Iteration 13 lambda =  -0.3372038 
## Iteration 14 lambda =  -0.3372855 
## Iteration 15 lambda =  -0.3373263 
## Iteration 16 lambda =  -0.3373467 
## Iteration 17 lambda =  -0.3373569 
## Iteration 18 lambda =  -0.337362 
## Iteration 19 lambda =  -0.3373645 
## Iteration 20 lambda =  -0.3373658 
## Iteration 21 lambda =  -0.3373665 
## Iteration 22 lambda =  -0.3373668 
## Iteration 23 lambda =  -0.3373669 
## Iteration 24 lambda =  -0.337367 
## Iteration 1 lambda =  0.3396609 
## Iteration 2 lambda =  0.009491283 
## Iteration 3 lambda =  -0.1555935 
## Iteration 4 lambda =  -0.2381359 
## Iteration 5 lambda =  -0.2794071 
## Iteration 6 lambda =  -0.3000427 
## Iteration 7 lambda =  -0.3103605 
## Iteration 8 lambda =  -0.3155194 
## Iteration 9 lambda =  -0.3180988 
## Iteration 10 lambda =  -0.3193886 
## Iteration 11 lambda =  -0.3200334 
## Iteration 12 lambda =  -0.3203559 
## Iteration 13 lambda =  -0.3205171 
## Iteration 14 lambda =  -0.3205977 
## Iteration 15 lambda =  -0.320638 
## Iteration 16 lambda =  -0.3206581 
## Iteration 17 lambda =  -0.3206682 
## Iteration 18 lambda =  -0.3206733 
## Iteration 19 lambda =  -0.3206758 
## Iteration 20 lambda =  -0.320677 
## Iteration 21 lambda =  -0.3206777 
## Iteration 22 lambda =  -0.320678 
## Iteration 23 lambda =  -0.3206781 
## Iteration 24 lambda =  -0.3206782 
## Iteration 1 lambda =  0.2984536 
## Iteration 2 lambda =  -0.05231954 
## Iteration 3 lambda =  -0.2277061 
## Iteration 4 lambda =  -0.3153994 
## Iteration 5 lambda =  -0.3592461 
## Iteration 6 lambda =  -0.3811694 
## Iteration 7 lambda =  -0.3921311 
## Iteration 8 lambda =  -0.3976119 
## Iteration 9 lambda =  -0.4003523 
## Iteration 10 lambda =  -0.4017225 
## Iteration 11 lambda =  -0.4024076 
## Iteration 12 lambda =  -0.4027502 
## Iteration 13 lambda =  -0.4029214 
## Iteration 14 lambda =  -0.4030071 
## Iteration 15 lambda =  -0.4030499 
## Iteration 16 lambda =  -0.4030713 
## Iteration 17 lambda =  -0.403082 
## Iteration 18 lambda =  -0.4030874 
## Iteration 19 lambda =  -0.40309 
## Iteration 20 lambda =  -0.4030914 
## Iteration 21 lambda =  -0.403092 
## Iteration 22 lambda =  -0.4030924 
## Iteration 23 lambda =  -0.4030925 
## Iteration 24 lambda =  -0.4030926 
## Iteration 1 lambda =  0.2883604 
## Iteration 2 lambda =  -0.06745942 
## Iteration 3 lambda =  -0.2453693 
## Iteration 4 lambda =  -0.3343243 
## Iteration 5 lambda =  -0.3788017 
## Iteration 6 lambda =  -0.4010405 
## Iteration 7 lambda =  -0.4121599 
## Iteration 8 lambda =  -0.4177195 
## Iteration 9 lambda =  -0.4204994 
## Iteration 10 lambda =  -0.4218893 
## Iteration 11 lambda =  -0.4225843 
## Iteration 12 lambda =  -0.4229317 
## Iteration 13 lambda =  -0.4231055 
## Iteration 14 lambda =  -0.4231924 
## Iteration 15 lambda =  -0.4232358 
## Iteration 16 lambda =  -0.4232575 
## Iteration 17 lambda =  -0.4232684 
## Iteration 18 lambda =  -0.4232738 
## Iteration 19 lambda =  -0.4232765 
## Iteration 20 lambda =  -0.4232779 
## Iteration 21 lambda =  -0.4232785 
## Iteration 22 lambda =  -0.4232789 
## Iteration 23 lambda =  -0.4232791 
## Iteration 24 lambda =  -0.4232791 
## Iteration 1 lambda =  0.2603256 
## Iteration 2 lambda =  -0.1095115 
## Iteration 3 lambda =  -0.2944301 
## Iteration 4 lambda =  -0.3868894 
## Iteration 5 lambda =  -0.4331191 
## Iteration 6 lambda =  -0.4562339 
## Iteration 7 lambda =  -0.4677913 
## Iteration 8 lambda =  -0.47357 
## Iteration 9 lambda =  -0.4764594 
## Iteration 10 lambda =  -0.4779041 
## Iteration 11 lambda =  -0.4786264 
## Iteration 12 lambda =  -0.4789876 
## Iteration 13 lambda =  -0.4791681 
## Iteration 14 lambda =  -0.4792584 
## Iteration 15 lambda =  -0.4793036 
## Iteration 16 lambda =  -0.4793262 
## Iteration 17 lambda =  -0.4793374 
## Iteration 18 lambda =  -0.4793431 
## Iteration 19 lambda =  -0.4793459 
## Iteration 20 lambda =  -0.4793473 
## Iteration 21 lambda =  -0.479348 
## Iteration 22 lambda =  -0.4793484 
## Iteration 23 lambda =  -0.4793486 
## Iteration 24 lambda =  -0.4793486 
## Iteration 1 lambda =  0.3275763 
## Iteration 2 lambda =  -0.008635496 
## Iteration 3 lambda =  -0.1767414 
## Iteration 4 lambda =  -0.2607944 
## Iteration 5 lambda =  -0.3028208 
## Iteration 6 lambda =  -0.3238341 
## Iteration 7 lambda =  -0.3343407 
## Iteration 8 lambda =  -0.339594 
## Iteration 9 lambda =  -0.3422207 
## Iteration 10 lambda =  -0.343534 
## Iteration 11 lambda =  -0.3441907 
## Iteration 12 lambda =  -0.344519 
## Iteration 13 lambda =  -0.3446832 
## Iteration 14 lambda =  -0.3447652 
## Iteration 15 lambda =  -0.3448063 
## Iteration 16 lambda =  -0.3448268 
## Iteration 17 lambda =  -0.3448371 
## Iteration 18 lambda =  -0.3448422 
## Iteration 19 lambda =  -0.3448448 
## Iteration 20 lambda =  -0.344846 
## Iteration 21 lambda =  -0.3448467 
## Iteration 22 lambda =  -0.344847 
## Iteration 23 lambda =  -0.3448472 
## Iteration 24 lambda =  -0.3448472 
## Iteration 1 lambda =  0.2655609 
## Iteration 2 lambda =  -0.1016587 
## Iteration 3 lambda =  -0.2852685 
## Iteration 4 lambda =  -0.3770734 
## Iteration 5 lambda =  -0.4229758 
## Iteration 6 lambda =  -0.445927 
## Iteration 7 lambda =  -0.4574026 
## Iteration 8 lambda =  -0.4631404 
## Iteration 9 lambda =  -0.4660093 
## Iteration 10 lambda =  -0.4674438 
## Iteration 11 lambda =  -0.468161 
## Iteration 12 lambda =  -0.4685196 
## Iteration 13 lambda =  -0.4686989 
## Iteration 14 lambda =  -0.4687886 
## Iteration 15 lambda =  -0.4688334 
## Iteration 16 lambda =  -0.4688558 
## Iteration 17 lambda =  -0.468867 
## Iteration 18 lambda =  -0.4688726 
## Iteration 19 lambda =  -0.4688754 
## Iteration 20 lambda =  -0.4688768 
## Iteration 21 lambda =  -0.4688775 
## Iteration 22 lambda =  -0.4688779 
## Iteration 23 lambda =  -0.4688781 
## Iteration 24 lambda =  -0.4688782 
## Iteration 1 lambda =  0.2739064 
## Iteration 2 lambda =  -0.08914047 
## Iteration 3 lambda =  -0.2706639 
## Iteration 4 lambda =  -0.3614256 
## Iteration 5 lambda =  -0.4068064 
## Iteration 6 lambda =  -0.4294969 
## Iteration 7 lambda =  -0.4408421 
## Iteration 8 lambda =  -0.4465147 
## Iteration 9 lambda =  -0.449351 
## Iteration 10 lambda =  -0.4507691 
## Iteration 11 lambda =  -0.4514782 
## Iteration 12 lambda =  -0.4518327 
## Iteration 13 lambda =  -0.45201 
## Iteration 14 lambda =  -0.4520987 
## Iteration 15 lambda =  -0.452143 
## Iteration 16 lambda =  -0.4521651 
## Iteration 17 lambda =  -0.4521762 
## Iteration 18 lambda =  -0.4521817 
## Iteration 19 lambda =  -0.4521845 
## Iteration 20 lambda =  -0.4521859 
## Iteration 21 lambda =  -0.4521866 
## Iteration 22 lambda =  -0.4521869 
## Iteration 23 lambda =  -0.4521871 
## Iteration 24 lambda =  -0.4521872 
## Iteration 1 lambda =  0.3283647 
## Iteration 2 lambda =  -0.007452938 
## Iteration 3 lambda =  -0.1753618 
## Iteration 4 lambda =  -0.2593162 
## Iteration 5 lambda =  -0.3012934 
## Iteration 6 lambda =  -0.322282 
## Iteration 7 lambda =  -0.3327763 
## Iteration 8 lambda =  -0.3380234 
## Iteration 9 lambda =  -0.340647 
## Iteration 10 lambda =  -0.3419588 
## Iteration 11 lambda =  -0.3426147 
## Iteration 12 lambda =  -0.3429426 
## Iteration 13 lambda =  -0.3431066 
## Iteration 14 lambda =  -0.3431886 
## Iteration 15 lambda =  -0.3432296 
## Iteration 16 lambda =  -0.3432501 
## Iteration 17 lambda =  -0.3432603 
## Iteration 18 lambda =  -0.3432655 
## Iteration 19 lambda =  -0.343268 
## Iteration 20 lambda =  -0.3432693 
## Iteration 21 lambda =  -0.3432699 
## Iteration 22 lambda =  -0.3432703 
## Iteration 23 lambda =  -0.3432704 
## Iteration 24 lambda =  -0.3432705 
## Iteration 1 lambda =  0.2473819 
## Iteration 2 lambda =  -0.1289272 
## Iteration 3 lambda =  -0.3170817 
## Iteration 4 lambda =  -0.411159 
## Iteration 5 lambda =  -0.4581976 
## Iteration 6 lambda =  -0.4817169 
## Iteration 7 lambda =  -0.4934766 
## Iteration 8 lambda =  -0.4993564 
## Iteration 9 lambda =  -0.5022963 
## Iteration 10 lambda =  -0.5037663 
## Iteration 11 lambda =  -0.5045013 
## Iteration 12 lambda =  -0.5048688 
## Iteration 13 lambda =  -0.5050525 
## Iteration 14 lambda =  -0.5051444 
## Iteration 15 lambda =  -0.5051903 
## Iteration 16 lambda =  -0.5052133 
## Iteration 17 lambda =  -0.5052248 
## Iteration 18 lambda =  -0.5052305 
## Iteration 19 lambda =  -0.5052334 
## Iteration 20 lambda =  -0.5052348 
## Iteration 21 lambda =  -0.5052355 
## Iteration 22 lambda =  -0.5052359 
## Iteration 23 lambda =  -0.5052361 
## Iteration 24 lambda =  -0.5052362 
## Iteration 1 lambda =  0.29635 
## Iteration 2 lambda =  -0.055475 
## Iteration 3 lambda =  -0.2313875 
## Iteration 4 lambda =  -0.3193438 
## Iteration 5 lambda =  -0.3633219 
## Iteration 6 lambda =  -0.3853109 
## Iteration 7 lambda =  -0.3963055 
## Iteration 8 lambda =  -0.4018027 
## Iteration 9 lambda =  -0.4045514 
## Iteration 10 lambda =  -0.4059257 
## Iteration 11 lambda =  -0.4066128 
## Iteration 12 lambda =  -0.4069564 
## Iteration 13 lambda =  -0.4071282 
## Iteration 14 lambda =  -0.4072141 
## Iteration 15 lambda =  -0.4072571 
## Iteration 16 lambda =  -0.4072785 
## Iteration 17 lambda =  -0.4072893 
## Iteration 18 lambda =  -0.4072946 
## Iteration 19 lambda =  -0.4072973 
## Iteration 20 lambda =  -0.4072987 
## Iteration 21 lambda =  -0.4072993 
## Iteration 22 lambda =  -0.4072997 
## Iteration 23 lambda =  -0.4072998 
## Iteration 24 lambda =  -0.4072999 
## Iteration 1 lambda =  0.2779257 
## Iteration 2 lambda =  -0.08311148 
## Iteration 3 lambda =  -0.2636301 
## Iteration 4 lambda =  -0.3538894 
## Iteration 5 lambda =  -0.399019 
## Iteration 6 lambda =  -0.4215838 
## Iteration 7 lambda =  -0.4328662 
## Iteration 8 lambda =  -0.4385074 
## Iteration 9 lambda =  -0.441328 
## Iteration 10 lambda =  -0.4427383 
## Iteration 11 lambda =  -0.4434435 
## Iteration 12 lambda =  -0.4437961 
## Iteration 13 lambda =  -0.4439724 
## Iteration 14 lambda =  -0.4440605 
## Iteration 15 lambda =  -0.4441046 
## Iteration 16 lambda =  -0.4441266 
## Iteration 17 lambda =  -0.4441376 
## Iteration 18 lambda =  -0.4441431 
## Iteration 19 lambda =  -0.4441459 
## Iteration 20 lambda =  -0.4441473 
## Iteration 21 lambda =  -0.444148 
## Iteration 22 lambda =  -0.4441483 
## Iteration 23 lambda =  -0.4441485 
## Iteration 24 lambda =  -0.4441486 
## Iteration 1 lambda =  0.3249568 
## Iteration 2 lambda =  -0.01256476 
## Iteration 3 lambda =  -0.1813256 
## Iteration 4 lambda =  -0.2657059 
## Iteration 5 lambda =  -0.3078961 
## Iteration 6 lambda =  -0.3289912 
## Iteration 7 lambda =  -0.3395388 
## Iteration 8 lambda =  -0.3448126 
## Iteration 9 lambda =  -0.3474495 
## Iteration 10 lambda =  -0.3487679 
## Iteration 11 lambda =  -0.3494271 
## Iteration 12 lambda =  -0.3497567 
## Iteration 13 lambda =  -0.3499215 
## Iteration 14 lambda =  -0.3500039 
## Iteration 15 lambda =  -0.3500451 
## Iteration 16 lambda =  -0.3500657 
## Iteration 17 lambda =  -0.350076 
## Iteration 18 lambda =  -0.3500812 
## Iteration 19 lambda =  -0.3500838 
## Iteration 20 lambda =  -0.3500851 
## Iteration 21 lambda =  -0.3500857 
## Iteration 22 lambda =  -0.350086 
## Iteration 23 lambda =  -0.3500862 
## Iteration 24 lambda =  -0.3500863 
## Iteration 1 lambda =  0.3351276 
## Iteration 2 lambda =  0.002691388 
## Iteration 3 lambda =  -0.1635267 
## Iteration 4 lambda =  -0.2466358 
## Iteration 5 lambda =  -0.2881903 
## Iteration 6 lambda =  -0.3089676 
## Iteration 7 lambda =  -0.3193562 
## Iteration 8 lambda =  -0.3245505 
## Iteration 9 lambda =  -0.3271477 
## Iteration 10 lambda =  -0.3284462 
## Iteration 11 lambda =  -0.3290955 
## Iteration 12 lambda =  -0.3294202 
## Iteration 13 lambda =  -0.3295825 
## Iteration 14 lambda =  -0.3296637 
## Iteration 15 lambda =  -0.3297042 
## Iteration 16 lambda =  -0.3297245 
## Iteration 17 lambda =  -0.3297347 
## Iteration 18 lambda =  -0.3297397 
## Iteration 19 lambda =  -0.3297423 
## Iteration 20 lambda =  -0.3297435 
## Iteration 21 lambda =  -0.3297442 
## Iteration 22 lambda =  -0.3297445 
## Iteration 23 lambda =  -0.3297447 
## Iteration 24 lambda =  -0.3297447 
## Iteration 1 lambda =  0.3166973 
## Iteration 2 lambda =  -0.02495404 
## Iteration 3 lambda =  -0.1957797 
## Iteration 4 lambda =  -0.2811925 
## Iteration 5 lambda =  -0.323899 
## Iteration 6 lambda =  -0.3452522 
## Iteration 7 lambda =  -0.3559288 
## Iteration 8 lambda =  -0.3612671 
## Iteration 9 lambda =  -0.3639362 
## Iteration 10 lambda =  -0.3652708 
## Iteration 11 lambda =  -0.3659381 
## Iteration 12 lambda =  -0.3662717 
## Iteration 13 lambda =  -0.3664386 
## Iteration 14 lambda =  -0.366522 
## Iteration 15 lambda =  -0.3665637 
## Iteration 16 lambda =  -0.3665845 
## Iteration 17 lambda =  -0.366595 
## Iteration 18 lambda =  -0.3666002 
## Iteration 19 lambda =  -0.3666028 
## Iteration 20 lambda =  -0.3666041 
## Iteration 21 lambda =  -0.3666047 
## Iteration 22 lambda =  -0.3666051 
## Iteration 23 lambda =  -0.3666052 
## Iteration 24 lambda =  -0.3666053 
## Iteration 1 lambda =  0.3214691 
## Iteration 2 lambda =  -0.01779635 
## Iteration 3 lambda =  -0.1874291 
## Iteration 4 lambda =  -0.2722454 
## Iteration 5 lambda =  -0.3146536 
## Iteration 6 lambda =  -0.3358577 
## Iteration 7 lambda =  -0.3464598 
## Iteration 8 lambda =  -0.3517608 
## Iteration 9 lambda =  -0.3544113 
## Iteration 10 lambda =  -0.3557365 
## Iteration 11 lambda =  -0.3563992 
## Iteration 12 lambda =  -0.3567305 
## Iteration 13 lambda =  -0.3568961 
## Iteration 14 lambda =  -0.356979 
## Iteration 15 lambda =  -0.3570204 
## Iteration 16 lambda =  -0.3570411 
## Iteration 17 lambda =  -0.3570514 
## Iteration 18 lambda =  -0.3570566 
## Iteration 19 lambda =  -0.3570592 
## Iteration 20 lambda =  -0.3570605 
## Iteration 21 lambda =  -0.3570611 
## Iteration 22 lambda =  -0.3570615 
## Iteration 23 lambda =  -0.3570616 
## Iteration 24 lambda =  -0.3570617 
## Iteration 1 lambda =  0.3353468 
## Iteration 2 lambda =  0.003020188 
## Iteration 3 lambda =  -0.1631431 
## Iteration 4 lambda =  -0.2462248 
## Iteration 5 lambda =  -0.2877656 
## Iteration 6 lambda =  -0.308536 
## Iteration 7 lambda =  -0.3189212 
## Iteration 8 lambda =  -0.3241138 
## Iteration 9 lambda =  -0.3267101 
## Iteration 10 lambda =  -0.3280083 
## Iteration 11 lambda =  -0.3286573 
## Iteration 12 lambda =  -0.3289819 
## Iteration 13 lambda =  -0.3291441 
## Iteration 14 lambda =  -0.3292253 
## Iteration 15 lambda =  -0.3292658 
## Iteration 16 lambda =  -0.3292861 
## Iteration 17 lambda =  -0.3292963 
## Iteration 18 lambda =  -0.3293013 
## Iteration 19 lambda =  -0.3293039 
## Iteration 20 lambda =  -0.3293051 
## Iteration 21 lambda =  -0.3293058 
## Iteration 22 lambda =  -0.3293061 
## Iteration 23 lambda =  -0.3293063 
## Iteration 24 lambda =  -0.3293063 
## Iteration 1 lambda =  0.3223961 
## Iteration 2 lambda =  -0.01640583 
## Iteration 3 lambda =  -0.1858068 
## Iteration 4 lambda =  -0.2705073 
## Iteration 5 lambda =  -0.3128575 
## Iteration 6 lambda =  -0.3340327 
## Iteration 7 lambda =  -0.3446202 
## Iteration 8 lambda =  -0.349914 
## Iteration 9 lambda =  -0.3525609 
## Iteration 10 lambda =  -0.3538843 
## Iteration 11 lambda =  -0.354546 
## Iteration 12 lambda =  -0.3548769 
## Iteration 13 lambda =  -0.3550423 
## Iteration 14 lambda =  -0.3551251 
## Iteration 15 lambda =  -0.3551664 
## Iteration 16 lambda =  -0.3551871 
## Iteration 17 lambda =  -0.3551974 
## Iteration 18 lambda =  -0.3552026 
## Iteration 19 lambda =  -0.3552052 
## Iteration 20 lambda =  -0.3552065 
## Iteration 21 lambda =  -0.3552071 
## Iteration 22 lambda =  -0.3552074 
## Iteration 23 lambda =  -0.3552076 
## Iteration 24 lambda =  -0.3552077 
## Iteration 1 lambda =  0.3084049 
## Iteration 2 lambda =  -0.03739271 
## Iteration 3 lambda =  -0.2102915 
## Iteration 4 lambda =  -0.2967409 
## Iteration 5 lambda =  -0.3399656 
## Iteration 6 lambda =  -0.3615779 
## Iteration 7 lambda =  -0.3723841 
## Iteration 8 lambda =  -0.3777872 
## Iteration 9 lambda =  -0.3804887 
## Iteration 10 lambda =  -0.3818395 
## Iteration 11 lambda =  -0.3825149 
## Iteration 12 lambda =  -0.3828526 
## Iteration 13 lambda =  -0.3830214 
## Iteration 14 lambda =  -0.3831059 
## Iteration 15 lambda =  -0.3831481 
## Iteration 16 lambda =  -0.3831692 
## Iteration 17 lambda =  -0.3831797 
## Iteration 18 lambda =  -0.383185 
## Iteration 19 lambda =  -0.3831876 
## Iteration 20 lambda =  -0.383189 
## Iteration 21 lambda =  -0.3831896 
## Iteration 22 lambda =  -0.38319 
## Iteration 23 lambda =  -0.3831901 
## Iteration 24 lambda =  -0.3831902 
## Iteration 1 lambda =  0.2852132 
## Iteration 2 lambda =  -0.07218016 
## Iteration 3 lambda =  -0.2508768 
## Iteration 4 lambda =  -0.3402252 
## Iteration 5 lambda =  -0.3848994 
## Iteration 6 lambda =  -0.4072365 
## Iteration 7 lambda =  -0.418405 
## Iteration 8 lambda =  -0.4239893 
## Iteration 9 lambda =  -0.4267814 
## Iteration 10 lambda =  -0.4281775 
## Iteration 11 lambda =  -0.4288755 
## Iteration 12 lambda =  -0.4292245 
## Iteration 13 lambda =  -0.429399 
## Iteration 14 lambda =  -0.4294863 
## Iteration 15 lambda =  -0.4295299 
## Iteration 16 lambda =  -0.4295517 
## Iteration 17 lambda =  -0.4295626 
## Iteration 18 lambda =  -0.4295681 
## Iteration 19 lambda =  -0.4295708 
## Iteration 20 lambda =  -0.4295722 
## Iteration 21 lambda =  -0.4295729 
## Iteration 22 lambda =  -0.4295732 
## Iteration 23 lambda =  -0.4295734 
## Iteration 24 lambda =  -0.4295735 
## Iteration 1 lambda =  0.2830411 
## Iteration 2 lambda =  -0.07543834 
## Iteration 3 lambda =  -0.2546781 
## Iteration 4 lambda =  -0.3442979 
## Iteration 5 lambda =  -0.3891079 
## Iteration 6 lambda =  -0.4115128 
## Iteration 7 lambda =  -0.4227153 
## Iteration 8 lambda =  -0.4283165 
## Iteration 9 lambda =  -0.4311172 
## Iteration 10 lambda =  -0.4325175 
## Iteration 11 lambda =  -0.4332176 
## Iteration 12 lambda =  -0.4335677 
## Iteration 13 lambda =  -0.4337427 
## Iteration 14 lambda =  -0.4338303 
## Iteration 15 lambda =  -0.433874 
## Iteration 16 lambda =  -0.4338959 
## Iteration 17 lambda =  -0.4339068 
## Iteration 18 lambda =  -0.4339123 
## Iteration 19 lambda =  -0.4339151 
## Iteration 20 lambda =  -0.4339164 
## Iteration 21 lambda =  -0.4339171 
## Iteration 22 lambda =  -0.4339174 
## Iteration 23 lambda =  -0.4339176 
## Iteration 24 lambda =  -0.4339177 
## Iteration 1 lambda =  0.3100077 
## Iteration 2 lambda =  -0.03498848 
## Iteration 3 lambda =  -0.2074866 
## Iteration 4 lambda =  -0.2937356 
## Iteration 5 lambda =  -0.3368601 
## Iteration 6 lambda =  -0.3584224 
## Iteration 7 lambda =  -0.3692035 
## Iteration 8 lambda =  -0.3745941 
## Iteration 9 lambda =  -0.3772894 
## Iteration 10 lambda =  -0.378637 
## Iteration 11 lambda =  -0.3793108 
## Iteration 12 lambda =  -0.3796477 
## Iteration 13 lambda =  -0.3798162 
## Iteration 14 lambda =  -0.3799004 
## Iteration 15 lambda =  -0.3799425 
## Iteration 16 lambda =  -0.3799636 
## Iteration 17 lambda =  -0.3799741 
## Iteration 18 lambda =  -0.3799794 
## Iteration 19 lambda =  -0.379982 
## Iteration 20 lambda =  -0.3799833 
## Iteration 21 lambda =  -0.379984 
## Iteration 22 lambda =  -0.3799843 
## Iteration 23 lambda =  -0.3799845 
## Iteration 24 lambda =  -0.3799846 
## Iteration 1 lambda =  0.3335304 
## Iteration 2 lambda =  0.0002955799 
## Iteration 3 lambda =  -0.1663218 
## Iteration 4 lambda =  -0.2496305 
## Iteration 5 lambda =  -0.2912849 
## Iteration 6 lambda =  -0.3121121 
## Iteration 7 lambda =  -0.3225256 
## Iteration 8 lambda =  -0.3277324 
## Iteration 9 lambda =  -0.3303358 
## Iteration 10 lambda =  -0.3316375 
## Iteration 11 lambda =  -0.3322884 
## Iteration 12 lambda =  -0.3326138 
## Iteration 13 lambda =  -0.3327765 
## Iteration 14 lambda =  -0.3328579 
## Iteration 15 lambda =  -0.3328985 
## Iteration 16 lambda =  -0.3329189 
## Iteration 17 lambda =  -0.3329291 
## Iteration 18 lambda =  -0.3329341 
## Iteration 19 lambda =  -0.3329367 
## Iteration 20 lambda =  -0.332938 
## Iteration 21 lambda =  -0.3329386 
## Iteration 22 lambda =  -0.3329389 
## Iteration 23 lambda =  -0.3329391 
## Iteration 24 lambda =  -0.3329391 
## Iteration 1 lambda =  0.3555083 
## Iteration 2 lambda =  0.03326239 
## Iteration 3 lambda =  -0.1278605 
## Iteration 4 lambda =  -0.208422 
## Iteration 5 lambda =  -0.2487027 
## Iteration 6 lambda =  -0.2688431 
## Iteration 7 lambda =  -0.2789133 
## Iteration 8 lambda =  -0.2839484 
## Iteration 9 lambda =  -0.2864659 
## Iteration 10 lambda =  -0.2877247 
## Iteration 11 lambda =  -0.2883541 
## Iteration 12 lambda =  -0.2886688 
## Iteration 13 lambda =  -0.2888261 
## Iteration 14 lambda =  -0.2889048 
## Iteration 15 lambda =  -0.2889441 
## Iteration 16 lambda =  -0.2889638 
## Iteration 17 lambda =  -0.2889736 
## Iteration 18 lambda =  -0.2889786 
## Iteration 19 lambda =  -0.288981 
## Iteration 20 lambda =  -0.2889823 
## Iteration 21 lambda =  -0.2889829 
## Iteration 22 lambda =  -0.2889832 
## Iteration 23 lambda =  -0.2889833 
## Iteration 24 lambda =  -0.2889834 
## Iteration 1 lambda =  0.2979204 
## Iteration 2 lambda =  -0.05311934 
## Iteration 3 lambda =  -0.2286392 
## Iteration 4 lambda =  -0.3163992 
## Iteration 5 lambda =  -0.3602792 
## Iteration 6 lambda =  -0.3822191 
## Iteration 7 lambda =  -0.3931891 
## Iteration 8 lambda =  -0.3986741 
## Iteration 9 lambda =  -0.4014166 
## Iteration 10 lambda =  -0.4027879 
## Iteration 11 lambda =  -0.4034735 
## Iteration 12 lambda =  -0.4038163 
## Iteration 13 lambda =  -0.4039877 
## Iteration 14 lambda =  -0.4040734 
## Iteration 15 lambda =  -0.4041163 
## Iteration 16 lambda =  -0.4041377 
## Iteration 17 lambda =  -0.4041484 
## Iteration 18 lambda =  -0.4041538 
## Iteration 19 lambda =  -0.4041564 
## Iteration 20 lambda =  -0.4041578 
## Iteration 21 lambda =  -0.4041585 
## Iteration 22 lambda =  -0.4041588 
## Iteration 23 lambda =  -0.404159 
## Iteration 24 lambda =  -0.404159 
## Iteration 1 lambda =  0.2789534 
## Iteration 2 lambda =  -0.08156988 
## Iteration 3 lambda =  -0.2618315 
## Iteration 4 lambda =  -0.3519623 
## Iteration 5 lambda =  -0.3970278 
## Iteration 6 lambda =  -0.4195605 
## Iteration 7 lambda =  -0.4308268 
## Iteration 8 lambda =  -0.43646 
## Iteration 9 lambda =  -0.4392766 
## Iteration 10 lambda =  -0.4406849 
## Iteration 11 lambda =  -0.441389 
## Iteration 12 lambda =  -0.4417411 
## Iteration 13 lambda =  -0.4419171 
## Iteration 14 lambda =  -0.4420051 
## Iteration 15 lambda =  -0.4420492 
## Iteration 16 lambda =  -0.4420712 
## Iteration 17 lambda =  -0.4420822 
## Iteration 18 lambda =  -0.4420877 
## Iteration 19 lambda =  -0.4420904 
## Iteration 20 lambda =  -0.4420918 
## Iteration 21 lambda =  -0.4420925 
## Iteration 22 lambda =  -0.4420928 
## Iteration 23 lambda =  -0.442093 
## Iteration 24 lambda =  -0.4420931 
## Iteration 1 lambda =  0.3217061 
## Iteration 2 lambda =  -0.01744079 
## Iteration 3 lambda =  -0.1870143 
## Iteration 4 lambda =  -0.271801 
## Iteration 5 lambda =  -0.3141944 
## Iteration 6 lambda =  -0.335391 
## Iteration 7 lambda =  -0.3459894 
## Iteration 8 lambda =  -0.3512885 
## Iteration 9 lambda =  -0.3539381 
## Iteration 10 lambda =  -0.3552629 
## Iteration 11 lambda =  -0.3559253 
## Iteration 12 lambda =  -0.3562565 
## Iteration 13 lambda =  -0.3564221 
## Iteration 14 lambda =  -0.3565049 
## Iteration 15 lambda =  -0.3565463 
## Iteration 16 lambda =  -0.356567 
## Iteration 17 lambda =  -0.3565774 
## Iteration 18 lambda =  -0.3565825 
## Iteration 19 lambda =  -0.3565851 
## Iteration 20 lambda =  -0.3565864 
## Iteration 21 lambda =  -0.3565871 
## Iteration 22 lambda =  -0.3565874 
## Iteration 23 lambda =  -0.3565876 
## Iteration 24 lambda =  -0.3565876 
## Iteration 1 lambda =  0.2981832 
## Iteration 2 lambda =  -0.05272526 
## Iteration 3 lambda =  -0.2281795 
## Iteration 4 lambda =  -0.3159066 
## Iteration 5 lambda =  -0.3597701 
## Iteration 6 lambda =  -0.3817019 
## Iteration 7 lambda =  -0.3926678 
## Iteration 8 lambda =  -0.3981507 
## Iteration 9 lambda =  -0.4008922 
## Iteration 10 lambda =  -0.4022629 
## Iteration 11 lambda =  -0.4029483 
## Iteration 12 lambda =  -0.403291 
## Iteration 13 lambda =  -0.4034623 
## Iteration 14 lambda =  -0.403548 
## Iteration 15 lambda =  -0.4035908 
## Iteration 16 lambda =  -0.4036123 
## Iteration 17 lambda =  -0.403623 
## Iteration 18 lambda =  -0.4036283 
## Iteration 19 lambda =  -0.403631 
## Iteration 20 lambda =  -0.4036323 
## Iteration 21 lambda =  -0.403633 
## Iteration 22 lambda =  -0.4036333 
## Iteration 23 lambda =  -0.4036335 
## Iteration 24 lambda =  -0.4036336 
## Iteration 1 lambda =  0.3353359 
## Iteration 2 lambda =  0.003003804 
## Iteration 3 lambda =  -0.1631622 
## Iteration 4 lambda =  -0.2462452 
## Iteration 5 lambda =  -0.2877868 
## Iteration 6 lambda =  -0.3085575 
## Iteration 7 lambda =  -0.3189429 
## Iteration 8 lambda =  -0.3241356 
## Iteration 9 lambda =  -0.3267319 
## Iteration 10 lambda =  -0.3280301 
## Iteration 11 lambda =  -0.3286792 
## Iteration 12 lambda =  -0.3290037 
## Iteration 13 lambda =  -0.329166 
## Iteration 14 lambda =  -0.3292471 
## Iteration 15 lambda =  -0.3292877 
## Iteration 16 lambda =  -0.329308 
## Iteration 17 lambda =  -0.3293181 
## Iteration 18 lambda =  -0.3293232 
## Iteration 19 lambda =  -0.3293257 
## Iteration 20 lambda =  -0.329327 
## Iteration 21 lambda =  -0.3293276 
## Iteration 22 lambda =  -0.3293279 
## Iteration 23 lambda =  -0.3293281 
## Iteration 24 lambda =  -0.3293282 
## Iteration 1 lambda =  0.33372 
## Iteration 2 lambda =  0.0005800096 
## Iteration 3 lambda =  -0.16599 
## Iteration 4 lambda =  -0.249275 
## Iteration 5 lambda =  -0.2909175 
## Iteration 6 lambda =  -0.3117387 
## Iteration 7 lambda =  -0.3221494 
## Iteration 8 lambda =  -0.3273547 
## Iteration 9 lambda =  -0.3299573 
## Iteration 10 lambda =  -0.3312587 
## Iteration 11 lambda =  -0.3319093 
## Iteration 12 lambda =  -0.3322347 
## Iteration 13 lambda =  -0.3323973 
## Iteration 14 lambda =  -0.3324787 
## Iteration 15 lambda =  -0.3325193 
## Iteration 16 lambda =  -0.3325397 
## Iteration 17 lambda =  -0.3325498 
## Iteration 18 lambda =  -0.3325549 
## Iteration 19 lambda =  -0.3325574 
## Iteration 20 lambda =  -0.3325587 
## Iteration 21 lambda =  -0.3325594 
## Iteration 22 lambda =  -0.3325597 
## Iteration 23 lambda =  -0.3325598 
## Iteration 24 lambda =  -0.3325599 
## Iteration 1 lambda =  0.314988 
## Iteration 2 lambda =  -0.02751807 
## Iteration 3 lambda =  -0.1987711 
## Iteration 4 lambda =  -0.2843976 
## Iteration 5 lambda =  -0.3272108 
## Iteration 6 lambda =  -0.3486175 
## Iteration 7 lambda =  -0.3593208 
## Iteration 8 lambda =  -0.3646724 
## Iteration 9 lambda =  -0.3673483 
## Iteration 10 lambda =  -0.3686862 
## Iteration 11 lambda =  -0.3693551 
## Iteration 12 lambda =  -0.3696896 
## Iteration 13 lambda =  -0.3698569 
## Iteration 14 lambda =  -0.3699405 
## Iteration 15 lambda =  -0.3699823 
## Iteration 16 lambda =  -0.3700032 
## Iteration 17 lambda =  -0.3700136 
## Iteration 18 lambda =  -0.3700189 
## Iteration 19 lambda =  -0.3700215 
## Iteration 20 lambda =  -0.3700228 
## Iteration 21 lambda =  -0.3700234 
## Iteration 22 lambda =  -0.3700238 
## Iteration 23 lambda =  -0.3700239 
## Iteration 24 lambda =  -0.370024 
## Iteration 1 lambda =  0.2729537 
## Iteration 2 lambda =  -0.09056939 
## Iteration 3 lambda =  -0.2723309 
## Iteration 4 lambda =  -0.3632117 
## Iteration 5 lambda =  -0.4086521 
## Iteration 6 lambda =  -0.4313723 
## Iteration 7 lambda =  -0.4427324 
## Iteration 8 lambda =  -0.4484125 
## Iteration 9 lambda =  -0.4512525 
## Iteration 10 lambda =  -0.4526725 
## Iteration 11 lambda =  -0.4533825 
## Iteration 12 lambda =  -0.4537375 
## Iteration 13 lambda =  -0.453915 
## Iteration 14 lambda =  -0.4540038 
## Iteration 15 lambda =  -0.4540481 
## Iteration 16 lambda =  -0.4540703 
## Iteration 17 lambda =  -0.4540814 
## Iteration 18 lambda =  -0.454087 
## Iteration 19 lambda =  -0.4540897 
## Iteration 20 lambda =  -0.4540911 
## Iteration 21 lambda =  -0.4540918 
## Iteration 22 lambda =  -0.4540922 
## Iteration 23 lambda =  -0.4540923 
## Iteration 24 lambda =  -0.4540924 
## Iteration 1 lambda =  0.3043878 
## Iteration 2 lambda =  -0.04341834 
## Iteration 3 lambda =  -0.2173214 
## Iteration 4 lambda =  -0.3042729 
## Iteration 5 lambda =  -0.3477487 
## Iteration 6 lambda =  -0.3694866 
## Iteration 7 lambda =  -0.3803555 
## Iteration 8 lambda =  -0.38579 
## Iteration 9 lambda =  -0.3885072 
## Iteration 10 lambda =  -0.3898658 
## Iteration 11 lambda =  -0.3905451 
## Iteration 12 lambda =  -0.3908848 
## Iteration 13 lambda =  -0.3910546 
## Iteration 14 lambda =  -0.3911395 
## Iteration 15 lambda =  -0.391182 
## Iteration 16 lambda =  -0.3912032 
## Iteration 17 lambda =  -0.3912138 
## Iteration 18 lambda =  -0.3912191 
## Iteration 19 lambda =  -0.3912218 
## Iteration 20 lambda =  -0.3912231 
## Iteration 21 lambda =  -0.3912238 
## Iteration 22 lambda =  -0.3912241 
## Iteration 23 lambda =  -0.3912243 
## Iteration 24 lambda =  -0.3912244 
## Iteration 1 lambda =  0.3373959 
## Iteration 2 lambda =  0.006093866 
## Iteration 3 lambda =  -0.1595572 
## Iteration 4 lambda =  -0.2423827 
## Iteration 5 lambda =  -0.2837954 
## Iteration 6 lambda =  -0.3045018 
## Iteration 7 lambda =  -0.314855 
## Iteration 8 lambda =  -0.3200316 
## Iteration 9 lambda =  -0.3226199 
## Iteration 10 lambda =  -0.323914 
## Iteration 11 lambda =  -0.3245611 
## Iteration 12 lambda =  -0.3248846 
## Iteration 13 lambda =  -0.3250464 
## Iteration 14 lambda =  -0.3251273 
## Iteration 15 lambda =  -0.3251677 
## Iteration 16 lambda =  -0.325188 
## Iteration 17 lambda =  -0.3251981 
## Iteration 18 lambda =  -0.3252031 
## Iteration 19 lambda =  -0.3252057 
## Iteration 20 lambda =  -0.3252069 
## Iteration 21 lambda =  -0.3252075 
## Iteration 22 lambda =  -0.3252079 
## Iteration 23 lambda =  -0.325208 
## Iteration 24 lambda =  -0.3252081 
## Iteration 1 lambda =  0.3245956 
## Iteration 2 lambda =  -0.01310657 
## Iteration 3 lambda =  -0.1819577 
## Iteration 4 lambda =  -0.2663832 
## Iteration 5 lambda =  -0.308596 
## Iteration 6 lambda =  -0.3297024 
## Iteration 7 lambda =  -0.3402556 
## Iteration 8 lambda =  -0.3455322 
## Iteration 9 lambda =  -0.3481705 
## Iteration 10 lambda =  -0.3494896 
## Iteration 11 lambda =  -0.3501492 
## Iteration 12 lambda =  -0.350479 
## Iteration 13 lambda =  -0.3506439 
## Iteration 14 lambda =  -0.3507263 
## Iteration 15 lambda =  -0.3507675 
## Iteration 16 lambda =  -0.3507881 
## Iteration 17 lambda =  -0.3507984 
## Iteration 18 lambda =  -0.3508036 
## Iteration 19 lambda =  -0.3508062 
## Iteration 20 lambda =  -0.3508075 
## Iteration 21 lambda =  -0.3508081 
## Iteration 22 lambda =  -0.3508084 
## Iteration 23 lambda =  -0.3508086 
## Iteration 24 lambda =  -0.3508087 
## Iteration 1 lambda =  0.2978969 
## Iteration 2 lambda =  -0.0531546 
## Iteration 3 lambda =  -0.2286804 
## Iteration 4 lambda =  -0.3164432 
## Iteration 5 lambda =  -0.3603247 
## Iteration 6 lambda =  -0.3822654 
## Iteration 7 lambda =  -0.3932358 
## Iteration 8 lambda =  -0.3987209 
## Iteration 9 lambda =  -0.4014635 
## Iteration 10 lambda =  -0.4028348 
## Iteration 11 lambda =  -0.4035205 
## Iteration 12 lambda =  -0.4038633 
## Iteration 13 lambda =  -0.4040347 
## Iteration 14 lambda =  -0.4041204 
## Iteration 15 lambda =  -0.4041633 
## Iteration 16 lambda =  -0.4041847 
## Iteration 17 lambda =  -0.4041954 
## Iteration 18 lambda =  -0.4042008 
## Iteration 19 lambda =  -0.4042035 
## Iteration 20 lambda =  -0.4042048 
## Iteration 21 lambda =  -0.4042055 
## Iteration 22 lambda =  -0.4042058 
## Iteration 23 lambda =  -0.404206 
## Iteration 24 lambda =  -0.404206 
## Iteration 1 lambda =  0.3086409 
## Iteration 2 lambda =  -0.03703868 
## Iteration 3 lambda =  -0.2098785 
## Iteration 4 lambda =  -0.2962984 
## Iteration 5 lambda =  -0.3395083 
## Iteration 6 lambda =  -0.3611133 
## Iteration 7 lambda =  -0.3719158 
## Iteration 8 lambda =  -0.377317 
## Iteration 9 lambda =  -0.3800176 
## Iteration 10 lambda =  -0.3813679 
## Iteration 11 lambda =  -0.3820431 
## Iteration 12 lambda =  -0.3823807 
## Iteration 13 lambda =  -0.3825495 
## Iteration 14 lambda =  -0.3826338 
## Iteration 15 lambda =  -0.382676 
## Iteration 16 lambda =  -0.3826971 
## Iteration 17 lambda =  -0.3827077 
## Iteration 18 lambda =  -0.382713 
## Iteration 19 lambda =  -0.3827156 
## Iteration 20 lambda =  -0.3827169 
## Iteration 21 lambda =  -0.3827176 
## Iteration 22 lambda =  -0.3827179 
## Iteration 23 lambda =  -0.3827181 
## Iteration 24 lambda =  -0.3827182 
## Iteration 1 lambda =  0.2876583 
## Iteration 2 lambda =  -0.06851257 
## Iteration 3 lambda =  -0.246598 
## Iteration 4 lambda =  -0.3356407 
## Iteration 5 lambda =  -0.3801621 
## Iteration 6 lambda =  -0.4024227 
## Iteration 7 lambda =  -0.4135531 
## Iteration 8 lambda =  -0.4191183 
## Iteration 9 lambda =  -0.4219008 
## Iteration 10 lambda =  -0.4232921 
## Iteration 11 lambda =  -0.4239878 
## Iteration 12 lambda =  -0.4243356 
## Iteration 13 lambda =  -0.4245095 
## Iteration 14 lambda =  -0.4245965 
## Iteration 15 lambda =  -0.4246399 
## Iteration 16 lambda =  -0.4246617 
## Iteration 17 lambda =  -0.4246726 
## Iteration 18 lambda =  -0.424678 
## Iteration 19 lambda =  -0.4246807 
## Iteration 20 lambda =  -0.4246821 
## Iteration 21 lambda =  -0.4246827 
## Iteration 22 lambda =  -0.4246831 
## Iteration 23 lambda =  -0.4246833 
## Iteration 24 lambda =  -0.4246833 
## Iteration 1 lambda =  0.3062106 
## Iteration 2 lambda =  -0.04068417 
## Iteration 3 lambda =  -0.2141315 
## Iteration 4 lambda =  -0.3008552 
## Iteration 5 lambda =  -0.344217 
## Iteration 6 lambda =  -0.365898 
## Iteration 7 lambda =  -0.3767384 
## Iteration 8 lambda =  -0.3821587 
## Iteration 9 lambda =  -0.3848688 
## Iteration 10 lambda =  -0.3862238 
## Iteration 11 lambda =  -0.3869014 
## Iteration 12 lambda =  -0.3872401 
## Iteration 13 lambda =  -0.3874095 
## Iteration 14 lambda =  -0.3874942 
## Iteration 15 lambda =  -0.3875365 
## Iteration 16 lambda =  -0.3875577 
## Iteration 17 lambda =  -0.3875683 
## Iteration 18 lambda =  -0.3875736 
## Iteration 19 lambda =  -0.3875762 
## Iteration 20 lambda =  -0.3875776 
## Iteration 21 lambda =  -0.3875782 
## Iteration 22 lambda =  -0.3875786 
## Iteration 23 lambda =  -0.3875787 
## Iteration 24 lambda =  -0.3875788 
## Iteration 1 lambda =  0.3158593 
## Iteration 2 lambda =  -0.02621104 
## Iteration 3 lambda =  -0.1972462 
## Iteration 4 lambda =  -0.2827638 
## Iteration 5 lambda =  -0.3255226 
## Iteration 6 lambda =  -0.346902 
## Iteration 7 lambda =  -0.3575917 
## Iteration 8 lambda =  -0.3629365 
## Iteration 9 lambda =  -0.365609 
## Iteration 10 lambda =  -0.3669452 
## Iteration 11 lambda =  -0.3676133 
## Iteration 12 lambda =  -0.3679473 
## Iteration 13 lambda =  -0.3681144 
## Iteration 14 lambda =  -0.3681979 
## Iteration 15 lambda =  -0.3682396 
## Iteration 16 lambda =  -0.3682605 
## Iteration 17 lambda =  -0.368271 
## Iteration 18 lambda =  -0.3682762 
## Iteration 19 lambda =  -0.3682788 
## Iteration 20 lambda =  -0.3682801 
## Iteration 21 lambda =  -0.3682807 
## Iteration 22 lambda =  -0.3682811 
## Iteration 23 lambda =  -0.3682812 
## Iteration 24 lambda =  -0.3682813 
## Iteration 1 lambda =  0.3026391 
## Iteration 2 lambda =  -0.04604132 
## Iteration 3 lambda =  -0.2203815 
## Iteration 4 lambda =  -0.3075517 
## Iteration 5 lambda =  -0.3511367 
## Iteration 6 lambda =  -0.3729292 
## Iteration 7 lambda =  -0.3838255 
## Iteration 8 lambda =  -0.3892736 
## Iteration 9 lambda =  -0.3919977 
## Iteration 10 lambda =  -0.3933597 
## Iteration 11 lambda =  -0.3940407 
## Iteration 12 lambda =  -0.3943813 
## Iteration 13 lambda =  -0.3945515 
## Iteration 14 lambda =  -0.3946366 
## Iteration 15 lambda =  -0.3946792 
## Iteration 16 lambda =  -0.3947005 
## Iteration 17 lambda =  -0.3947111 
## Iteration 18 lambda =  -0.3947164 
## Iteration 19 lambda =  -0.3947191 
## Iteration 20 lambda =  -0.3947204 
## Iteration 21 lambda =  -0.3947211 
## Iteration 22 lambda =  -0.3947214 
## Iteration 23 lambda =  -0.3947216 
## Iteration 24 lambda =  -0.3947217 
## Iteration 1 lambda =  0.3418538 
## Iteration 2 lambda =  0.01278074 
## Iteration 3 lambda =  -0.1517558 
## Iteration 4 lambda =  -0.2340241 
## Iteration 5 lambda =  -0.2751582 
## Iteration 6 lambda =  -0.2957253 
## Iteration 7 lambda =  -0.3060088 
## Iteration 8 lambda =  -0.3111506 
## Iteration 9 lambda =  -0.3137215 
## Iteration 10 lambda =  -0.3150069 
## Iteration 11 lambda =  -0.3156496 
## Iteration 12 lambda =  -0.315971 
## Iteration 13 lambda =  -0.3161317 
## Iteration 14 lambda =  -0.316212 
## Iteration 15 lambda =  -0.3162522 
## Iteration 16 lambda =  -0.3162723 
## Iteration 17 lambda =  -0.3162823 
## Iteration 18 lambda =  -0.3162873 
## Iteration 19 lambda =  -0.3162898 
## Iteration 20 lambda =  -0.3162911 
## Iteration 21 lambda =  -0.3162917 
## Iteration 22 lambda =  -0.316292 
## Iteration 23 lambda =  -0.3162922 
## Iteration 24 lambda =  -0.3162923 
## Iteration 1 lambda =  0.3134341 
## Iteration 2 lambda =  -0.02984892 
## Iteration 3 lambda =  -0.2014904 
## Iteration 4 lambda =  -0.2873112 
## Iteration 5 lambda =  -0.3302215 
## Iteration 6 lambda =  -0.3516767 
## Iteration 7 lambda =  -0.3624043 
## Iteration 8 lambda =  -0.3677681 
## Iteration 9 lambda =  -0.37045 
## Iteration 10 lambda =  -0.3717909 
## Iteration 11 lambda =  -0.3724614 
## Iteration 12 lambda =  -0.3727967 
## Iteration 13 lambda =  -0.3729643 
## Iteration 14 lambda =  -0.3730481 
## Iteration 15 lambda =  -0.37309 
## Iteration 16 lambda =  -0.3731109 
## Iteration 17 lambda =  -0.3731214 
## Iteration 18 lambda =  -0.3731267 
## Iteration 19 lambda =  -0.3731293 
## Iteration 20 lambda =  -0.3731306 
## Iteration 21 lambda =  -0.3731312 
## Iteration 22 lambda =  -0.3731316 
## Iteration 23 lambda =  -0.3731317 
## Iteration 24 lambda =  -0.3731318 
## Iteration 1 lambda =  0.3022604 
## Iteration 2 lambda =  -0.0466094 
## Iteration 3 lambda =  -0.2210443 
## Iteration 4 lambda =  -0.3082618 
## Iteration 5 lambda =  -0.3518705 
## Iteration 6 lambda =  -0.3736748 
## Iteration 7 lambda =  -0.384577 
## Iteration 8 lambda =  -0.3900281 
## Iteration 9 lambda =  -0.3927537 
## Iteration 10 lambda =  -0.3941164 
## Iteration 11 lambda =  -0.3947978 
## Iteration 12 lambda =  -0.3951385 
## Iteration 13 lambda =  -0.3953089 
## Iteration 14 lambda =  -0.395394 
## Iteration 15 lambda =  -0.3954366 
## Iteration 16 lambda =  -0.3954579 
## Iteration 17 lambda =  -0.3954686 
## Iteration 18 lambda =  -0.3954739 
## Iteration 19 lambda =  -0.3954765 
## Iteration 20 lambda =  -0.3954779 
## Iteration 21 lambda =  -0.3954785 
## Iteration 22 lambda =  -0.3954789 
## Iteration 23 lambda =  -0.395479 
## Iteration 24 lambda =  -0.3954791 
## Iteration 1 lambda =  0.3170772 
## Iteration 2 lambda =  -0.02438422 
## Iteration 3 lambda =  -0.1951149 
## Iteration 4 lambda =  -0.2804803 
## Iteration 5 lambda =  -0.323163 
## Iteration 6 lambda =  -0.3445043 
## Iteration 7 lambda =  -0.355175 
## Iteration 8 lambda =  -0.3605103 
## Iteration 9 lambda =  -0.363178 
## Iteration 10 lambda =  -0.3645118 
## Iteration 11 lambda =  -0.3651787 
## Iteration 12 lambda =  -0.3655122 
## Iteration 13 lambda =  -0.3656789 
## Iteration 14 lambda =  -0.3657623 
## Iteration 15 lambda =  -0.365804 
## Iteration 16 lambda =  -0.3658248 
## Iteration 17 lambda =  -0.3658352 
## Iteration 18 lambda =  -0.3658404 
## Iteration 19 lambda =  -0.365843 
## Iteration 20 lambda =  -0.3658443 
## Iteration 21 lambda =  -0.365845 
## Iteration 22 lambda =  -0.3658453 
## Iteration 23 lambda =  -0.3658455 
## Iteration 24 lambda =  -0.3658456 
## Iteration 1 lambda =  0.3274886 
## Iteration 2 lambda =  -0.008767152 
## Iteration 3 lambda =  -0.176895 
## Iteration 4 lambda =  -0.2609589 
## Iteration 5 lambda =  -0.3029909 
## Iteration 6 lambda =  -0.3240069 
## Iteration 7 lambda =  -0.3345149 
## Iteration 8 lambda =  -0.3397689 
## Iteration 9 lambda =  -0.3423959 
## Iteration 10 lambda =  -0.3437094 
## Iteration 11 lambda =  -0.3443661 
## Iteration 12 lambda =  -0.3446945 
## Iteration 13 lambda =  -0.3448587 
## Iteration 14 lambda =  -0.3449408 
## Iteration 15 lambda =  -0.3449818 
## Iteration 16 lambda =  -0.3450023 
## Iteration 17 lambda =  -0.3450126 
## Iteration 18 lambda =  -0.3450177 
## Iteration 19 lambda =  -0.3450203 
## Iteration 20 lambda =  -0.3450216 
## Iteration 21 lambda =  -0.3450222 
## Iteration 22 lambda =  -0.3450225 
## Iteration 23 lambda =  -0.3450227 
## Iteration 24 lambda =  -0.3450228 
## Iteration 1 lambda =  0.3266692 
## Iteration 2 lambda =  -0.009996228 
## Iteration 3 lambda =  -0.1783289 
## Iteration 4 lambda =  -0.2624953 
## Iteration 5 lambda =  -0.3045785 
## Iteration 6 lambda =  -0.32562 
## Iteration 7 lambda =  -0.3361408 
## Iteration 8 lambda =  -0.3414012 
## Iteration 9 lambda =  -0.3440314 
## Iteration 10 lambda =  -0.3453465 
## Iteration 11 lambda =  -0.3460041 
## Iteration 12 lambda =  -0.3463329 
## Iteration 13 lambda =  -0.3464972 
## Iteration 14 lambda =  -0.3465794 
## Iteration 15 lambda =  -0.3466205 
## Iteration 16 lambda =  -0.3466411 
## Iteration 17 lambda =  -0.3466514 
## Iteration 18 lambda =  -0.3466565 
## Iteration 19 lambda =  -0.3466591 
## Iteration 20 lambda =  -0.3466604 
## Iteration 21 lambda =  -0.346661 
## Iteration 22 lambda =  -0.3466613 
## Iteration 23 lambda =  -0.3466615 
## Iteration 24 lambda =  -0.3466616 
## Iteration 1 lambda =  0.3313959 
## Iteration 2 lambda =  -0.002906221 
## Iteration 3 lambda =  -0.1700573 
## Iteration 4 lambda =  -0.2536328 
## Iteration 5 lambda =  -0.2954205 
## Iteration 6 lambda =  -0.3163144 
## Iteration 7 lambda =  -0.3267614 
## Iteration 8 lambda =  -0.3319848 
## Iteration 9 lambda =  -0.3345966 
## Iteration 10 lambda =  -0.3359024 
## Iteration 11 lambda =  -0.3365554 
## Iteration 12 lambda =  -0.3368818 
## Iteration 13 lambda =  -0.3370451 
## Iteration 14 lambda =  -0.3371267 
## Iteration 15 lambda =  -0.3371675 
## Iteration 16 lambda =  -0.3371879 
## Iteration 17 lambda =  -0.3371981 
## Iteration 18 lambda =  -0.3372032 
## Iteration 19 lambda =  -0.3372057 
## Iteration 20 lambda =  -0.337207 
## Iteration 21 lambda =  -0.3372077 
## Iteration 22 lambda =  -0.337208 
## Iteration 23 lambda =  -0.3372081 
## Iteration 24 lambda =  -0.3372082 
## Iteration 1 lambda =  0.2930078 
## Iteration 2 lambda =  -0.06048836 
## Iteration 3 lambda =  -0.2372364 
## Iteration 4 lambda =  -0.3256104 
## Iteration 5 lambda =  -0.3697975 
## Iteration 6 lambda =  -0.391891 
## Iteration 7 lambda =  -0.4029377 
## Iteration 8 lambda =  -0.4084611 
## Iteration 9 lambda =  -0.4112228 
## Iteration 10 lambda =  -0.4126036 
## Iteration 11 lambda =  -0.4132941 
## Iteration 12 lambda =  -0.4136393 
## Iteration 13 lambda =  -0.4138119 
## Iteration 14 lambda =  -0.4138982 
## Iteration 15 lambda =  -0.4139413 
## Iteration 16 lambda =  -0.4139629 
## Iteration 17 lambda =  -0.4139737 
## Iteration 18 lambda =  -0.4139791 
## Iteration 19 lambda =  -0.4139818 
## Iteration 20 lambda =  -0.4139831 
## Iteration 21 lambda =  -0.4139838 
## Iteration 22 lambda =  -0.4139841 
## Iteration 23 lambda =  -0.4139843 
## Iteration 24 lambda =  -0.4139844 
## Iteration 1 lambda =  0.3469932 
## Iteration 2 lambda =  0.02048974 
## Iteration 3 lambda =  -0.142762 
## Iteration 4 lambda =  -0.2243878 
## Iteration 5 lambda =  -0.2652007 
## Iteration 6 lambda =  -0.2856072 
## Iteration 7 lambda =  -0.2958104 
## Iteration 8 lambda =  -0.3009121 
## Iteration 9 lambda =  -0.3034629 
## Iteration 10 lambda =  -0.3047383 
## Iteration 11 lambda =  -0.305376 
## Iteration 12 lambda =  -0.3056948 
## Iteration 13 lambda =  -0.3058542 
## Iteration 14 lambda =  -0.305934 
## Iteration 15 lambda =  -0.3059738 
## Iteration 16 lambda =  -0.3059937 
## Iteration 17 lambda =  -0.3060037 
## Iteration 18 lambda =  -0.3060087 
## Iteration 19 lambda =  -0.3060112 
## Iteration 20 lambda =  -0.3060124 
## Iteration 21 lambda =  -0.3060131 
## Iteration 22 lambda =  -0.3060134 
## Iteration 23 lambda =  -0.3060135 
## Iteration 24 lambda =  -0.3060136 
## Iteration 1 lambda =  0.2843152 
## Iteration 2 lambda =  -0.07352719 
## Iteration 3 lambda =  -0.2524484 
## Iteration 4 lambda =  -0.341909 
## Iteration 5 lambda =  -0.3866393 
## Iteration 6 lambda =  -0.4090044 
## Iteration 7 lambda =  -0.420187 
## Iteration 8 lambda =  -0.4257783 
## Iteration 9 lambda =  -0.4285739 
## Iteration 10 lambda =  -0.4299718 
## Iteration 11 lambda =  -0.4306707 
## Iteration 12 lambda =  -0.4310201 
## Iteration 13 lambda =  -0.4311949 
## Iteration 14 lambda =  -0.4312822 
## Iteration 15 lambda =  -0.4313259 
## Iteration 16 lambda =  -0.4313477 
## Iteration 17 lambda =  -0.4313587 
## Iteration 18 lambda =  -0.4313641 
## Iteration 19 lambda =  -0.4313669 
## Iteration 20 lambda =  -0.4313682 
## Iteration 21 lambda =  -0.4313689 
## Iteration 22 lambda =  -0.4313692 
## Iteration 23 lambda =  -0.4313694 
## Iteration 24 lambda =  -0.4313695 
## Iteration 1 lambda =  0.3338793 
## Iteration 2 lambda =  0.0008189574 
## Iteration 3 lambda =  -0.1657112 
## Iteration 4 lambda =  -0.2489763 
## Iteration 5 lambda =  -0.2906088 
## Iteration 6 lambda =  -0.3114251 
## Iteration 7 lambda =  -0.3218333 
## Iteration 8 lambda =  -0.3270373 
## Iteration 9 lambda =  -0.3296394 
## Iteration 10 lambda =  -0.3309404 
## Iteration 11 lambda =  -0.3315909 
## Iteration 12 lambda =  -0.3319161 
## Iteration 13 lambda =  -0.3320788 
## Iteration 14 lambda =  -0.3321601 
## Iteration 15 lambda =  -0.3322007 
## Iteration 16 lambda =  -0.3322211 
## Iteration 17 lambda =  -0.3322312 
## Iteration 18 lambda =  -0.3322363 
## Iteration 19 lambda =  -0.3322388 
## Iteration 20 lambda =  -0.3322401 
## Iteration 21 lambda =  -0.3322408 
## Iteration 22 lambda =  -0.3322411 
## Iteration 23 lambda =  -0.3322412 
## Iteration 24 lambda =  -0.3322413 
## Iteration 1 lambda =  0.2949491 
## Iteration 2 lambda =  -0.0575763 
## Iteration 3 lambda =  -0.233839 
## Iteration 4 lambda =  -0.3219704 
## Iteration 5 lambda =  -0.3660361 
## Iteration 6 lambda =  -0.3880689 
## Iteration 7 lambda =  -0.3990853 
## Iteration 8 lambda =  -0.4045935 
## Iteration 9 lambda =  -0.4073476 
## Iteration 10 lambda =  -0.4087247 
## Iteration 11 lambda =  -0.4094132 
## Iteration 12 lambda =  -0.4097575 
## Iteration 13 lambda =  -0.4099296 
## Iteration 14 lambda =  -0.4100157 
## Iteration 15 lambda =  -0.4100587 
## Iteration 16 lambda =  -0.4100802 
## Iteration 17 lambda =  -0.410091 
## Iteration 18 lambda =  -0.4100964 
## Iteration 19 lambda =  -0.410099 
## Iteration 20 lambda =  -0.4101004 
## Iteration 21 lambda =  -0.4101011 
## Iteration 22 lambda =  -0.4101014 
## Iteration 23 lambda =  -0.4101016 
## Iteration 24 lambda =  -0.4101017 
## Iteration 1 lambda =  0.3174053 
## Iteration 2 lambda =  -0.02389211 
## Iteration 3 lambda =  -0.1945408 
## Iteration 4 lambda =  -0.2798651 
## Iteration 5 lambda =  -0.3225273 
## Iteration 6 lambda =  -0.3438584 
## Iteration 7 lambda =  -0.3545239 
## Iteration 8 lambda =  -0.3598567 
## Iteration 9 lambda =  -0.3625231 
## Iteration 10 lambda =  -0.3638563 
## Iteration 11 lambda =  -0.3645229 
## Iteration 12 lambda =  -0.3648562 
## Iteration 13 lambda =  -0.3650228 
## Iteration 14 lambda =  -0.3651062 
## Iteration 15 lambda =  -0.3651478 
## Iteration 16 lambda =  -0.3651687 
## Iteration 17 lambda =  -0.3651791 
## Iteration 18 lambda =  -0.3651843 
## Iteration 19 lambda =  -0.3651869 
## Iteration 20 lambda =  -0.3651882 
## Iteration 21 lambda =  -0.3651888 
## Iteration 22 lambda =  -0.3651892 
## Iteration 23 lambda =  -0.3651893 
## Iteration 24 lambda =  -0.3651894 
## Iteration 1 lambda =  0.3161311 
## Iteration 2 lambda =  -0.02580329 
## Iteration 3 lambda =  -0.1967705 
## Iteration 4 lambda =  -0.2822541 
## Iteration 5 lambda =  -0.3249959 
## Iteration 6 lambda =  -0.3463668 
## Iteration 7 lambda =  -0.3570523 
## Iteration 8 lambda =  -0.362395 
## Iteration 9 lambda =  -0.3650664 
## Iteration 10 lambda =  -0.366402 
## Iteration 11 lambda =  -0.3670699 
## Iteration 12 lambda =  -0.3674038 
## Iteration 13 lambda =  -0.3675708 
## Iteration 14 lambda =  -0.3676542 
## Iteration 15 lambda =  -0.367696 
## Iteration 16 lambda =  -0.3677169 
## Iteration 17 lambda =  -0.3677273 
## Iteration 18 lambda =  -0.3677325 
## Iteration 19 lambda =  -0.3677351 
## Iteration 20 lambda =  -0.3677364 
## Iteration 21 lambda =  -0.3677371 
## Iteration 22 lambda =  -0.3677374 
## Iteration 23 lambda =  -0.3677376 
## Iteration 24 lambda =  -0.3677376 
## Iteration 1 lambda =  0.3173162 
## Iteration 2 lambda =  -0.02402572 
## Iteration 3 lambda =  -0.1946967 
## Iteration 4 lambda =  -0.2800322 
## Iteration 5 lambda =  -0.3226999 
## Iteration 6 lambda =  -0.3440338 
## Iteration 7 lambda =  -0.3547007 
## Iteration 8 lambda =  -0.3600342 
## Iteration 9 lambda =  -0.3627009 
## Iteration 10 lambda =  -0.3640343 
## Iteration 11 lambda =  -0.3647009 
## Iteration 12 lambda =  -0.3650343 
## Iteration 13 lambda =  -0.365201 
## Iteration 14 lambda =  -0.3652843 
## Iteration 15 lambda =  -0.365326 
## Iteration 16 lambda =  -0.3653468 
## Iteration 17 lambda =  -0.3653572 
## Iteration 18 lambda =  -0.3653624 
## Iteration 19 lambda =  -0.365365 
## Iteration 20 lambda =  -0.3653663 
## Iteration 21 lambda =  -0.365367 
## Iteration 22 lambda =  -0.3653673 
## Iteration 23 lambda =  -0.3653675 
## Iteration 24 lambda =  -0.3653676 
## Iteration 1 lambda =  0.2794286 
## Iteration 2 lambda =  -0.08085708 
## Iteration 3 lambda =  -0.2609999 
## Iteration 4 lambda =  -0.3510714 
## Iteration 5 lambda =  -0.3961071 
## Iteration 6 lambda =  -0.4186249 
## Iteration 7 lambda =  -0.4298838 
## Iteration 8 lambda =  -0.4355133 
## Iteration 9 lambda =  -0.438328 
## Iteration 10 lambda =  -0.4397354 
## Iteration 11 lambda =  -0.4404391 
## Iteration 12 lambda =  -0.4407909 
## Iteration 13 lambda =  -0.4409669 
## Iteration 14 lambda =  -0.4410548 
## Iteration 15 lambda =  -0.4410988 
## Iteration 16 lambda =  -0.4411208 
## Iteration 17 lambda =  -0.4411318 
## Iteration 18 lambda =  -0.4411373 
## Iteration 19 lambda =  -0.44114 
## Iteration 20 lambda =  -0.4411414 
## Iteration 21 lambda =  -0.4411421 
## Iteration 22 lambda =  -0.4411424 
## Iteration 23 lambda =  -0.4411426 
## Iteration 24 lambda =  -0.4411427 
## Iteration 1 lambda =  0.3224494 
## Iteration 2 lambda =  -0.01632585 
## Iteration 3 lambda =  -0.1857135 
## Iteration 4 lambda =  -0.2704073 
## Iteration 5 lambda =  -0.3127542 
## Iteration 6 lambda =  -0.3339277 
## Iteration 7 lambda =  -0.3445144 
## Iteration 8 lambda =  -0.3498078 
## Iteration 9 lambda =  -0.3524544 
## Iteration 10 lambda =  -0.3537778 
## Iteration 11 lambda =  -0.3544395 
## Iteration 12 lambda =  -0.3547703 
## Iteration 13 lambda =  -0.3549357 
## Iteration 14 lambda =  -0.3550184 
## Iteration 15 lambda =  -0.3550598 
## Iteration 16 lambda =  -0.3550805 
## Iteration 17 lambda =  -0.3550908 
## Iteration 18 lambda =  -0.355096 
## Iteration 19 lambda =  -0.3550985 
## Iteration 20 lambda =  -0.3550998 
## Iteration 21 lambda =  -0.3551005 
## Iteration 22 lambda =  -0.3551008 
## Iteration 23 lambda =  -0.355101 
## Iteration 24 lambda =  -0.355101 
## Iteration 1 lambda =  0.3387376 
## Iteration 2 lambda =  0.008106337 
## Iteration 3 lambda =  -0.1572093 
## Iteration 4 lambda =  -0.2398671 
## Iteration 5 lambda =  -0.281196 
## Iteration 6 lambda =  -0.3018604 
## Iteration 7 lambda =  -0.3121927 
## Iteration 8 lambda =  -0.3173588 
## Iteration 9 lambda =  -0.3199418 
## Iteration 10 lambda =  -0.3212334 
## Iteration 11 lambda =  -0.3218791 
## Iteration 12 lambda =  -0.322202 
## Iteration 13 lambda =  -0.3223634 
## Iteration 14 lambda =  -0.3224442 
## Iteration 15 lambda =  -0.3224845 
## Iteration 16 lambda =  -0.3225047 
## Iteration 17 lambda =  -0.3225148 
## Iteration 18 lambda =  -0.3225198 
## Iteration 19 lambda =  -0.3225224 
## Iteration 20 lambda =  -0.3225236 
## Iteration 21 lambda =  -0.3225243 
## Iteration 22 lambda =  -0.3225246 
## Iteration 23 lambda =  -0.3225247 
## Iteration 24 lambda =  -0.3225248 
## Iteration 1 lambda =  0.2932464 
## Iteration 2 lambda =  -0.06013039 
## Iteration 3 lambda =  -0.2368188 
## Iteration 4 lambda =  -0.325163 
## Iteration 5 lambda =  -0.3693351 
## Iteration 6 lambda =  -0.3914211 
## Iteration 7 lambda =  -0.4024642 
## Iteration 8 lambda =  -0.4079857 
## Iteration 9 lambda =  -0.4107464 
## Iteration 10 lambda =  -0.4121268 
## Iteration 11 lambda =  -0.412817 
## Iteration 12 lambda =  -0.4131621 
## Iteration 13 lambda =  -0.4133346 
## Iteration 14 lambda =  -0.4134209 
## Iteration 15 lambda =  -0.413464 
## Iteration 16 lambda =  -0.4134856 
## Iteration 17 lambda =  -0.4134964 
## Iteration 18 lambda =  -0.4135018 
## Iteration 19 lambda =  -0.4135045 
## Iteration 20 lambda =  -0.4135058 
## Iteration 21 lambda =  -0.4135065 
## Iteration 22 lambda =  -0.4135068 
## Iteration 23 lambda =  -0.413507 
## Iteration 24 lambda =  -0.4135071 
## Iteration 1 lambda =  0.2730265 
## Iteration 2 lambda =  -0.09046028 
## Iteration 3 lambda =  -0.2722037 
## Iteration 4 lambda =  -0.3630754 
## Iteration 5 lambda =  -0.4085112 
## Iteration 6 lambda =  -0.4312291 
## Iteration 7 lambda =  -0.4425881 
## Iteration 8 lambda =  -0.4482676 
## Iteration 9 lambda =  -0.4511073 
## Iteration 10 lambda =  -0.4525272 
## Iteration 11 lambda =  -0.4532371 
## Iteration 12 lambda =  -0.4535921 
## Iteration 13 lambda =  -0.4537696 
## Iteration 14 lambda =  -0.4538583 
## Iteration 15 lambda =  -0.4539027 
## Iteration 16 lambda =  -0.4539249 
## Iteration 17 lambda =  -0.4539359 
## Iteration 18 lambda =  -0.4539415 
## Iteration 19 lambda =  -0.4539443 
## Iteration 20 lambda =  -0.4539457 
## Iteration 21 lambda =  -0.4539463 
## Iteration 22 lambda =  -0.4539467 
## Iteration 23 lambda =  -0.4539469 
## Iteration 24 lambda =  -0.453947 
## Iteration 1 lambda =  0.3311523 
## Iteration 2 lambda =  -0.00327152 
## Iteration 3 lambda =  -0.1704834 
## Iteration 4 lambda =  -0.2540894 
## Iteration 5 lambda =  -0.2958924 
## Iteration 6 lambda =  -0.3167939 
## Iteration 7 lambda =  -0.3272446 
## Iteration 8 lambda =  -0.33247 
## Iteration 9 lambda =  -0.3350827 
## Iteration 10 lambda =  -0.336389 
## Iteration 11 lambda =  -0.3370422 
## Iteration 12 lambda =  -0.3373688 
## Iteration 13 lambda =  -0.3375321 
## Iteration 14 lambda =  -0.3376137 
## Iteration 15 lambda =  -0.3376545 
## Iteration 16 lambda =  -0.3376749 
## Iteration 17 lambda =  -0.3376852 
## Iteration 18 lambda =  -0.3376903 
## Iteration 19 lambda =  -0.3376928 
## Iteration 20 lambda =  -0.3376941 
## Iteration 21 lambda =  -0.3376947 
## Iteration 22 lambda =  -0.337695 
## Iteration 23 lambda =  -0.3376952 
## Iteration 24 lambda =  -0.3376953 
## Iteration 1 lambda =  0.2845636 
## Iteration 2 lambda =  -0.07315465 
## Iteration 3 lambda =  -0.2520138 
## Iteration 4 lambda =  -0.3414433 
## Iteration 5 lambda =  -0.3861581 
## Iteration 6 lambda =  -0.4085155 
## Iteration 7 lambda =  -0.4196942 
## Iteration 8 lambda =  -0.4252835 
## Iteration 9 lambda =  -0.4280782 
## Iteration 10 lambda =  -0.4294755 
## Iteration 11 lambda =  -0.4301742 
## Iteration 12 lambda =  -0.4305235 
## Iteration 13 lambda =  -0.4306982 
## Iteration 14 lambda =  -0.4307855 
## Iteration 15 lambda =  -0.4308292 
## Iteration 16 lambda =  -0.430851 
## Iteration 17 lambda =  -0.430862 
## Iteration 18 lambda =  -0.4308674 
## Iteration 19 lambda =  -0.4308701 
## Iteration 20 lambda =  -0.4308715 
## Iteration 21 lambda =  -0.4308722 
## Iteration 22 lambda =  -0.4308725 
## Iteration 23 lambda =  -0.4308727 
## Iteration 24 lambda =  -0.4308728 
## Iteration 1 lambda =  0.3082478 
## Iteration 2 lambda =  -0.03762823 
## Iteration 3 lambda =  -0.2105663 
## Iteration 4 lambda =  -0.2970353 
## Iteration 5 lambda =  -0.3402698 
## Iteration 6 lambda =  -0.361887 
## Iteration 7 lambda =  -0.3726957 
## Iteration 8 lambda =  -0.3781 
## Iteration 9 lambda =  -0.3808021 
## Iteration 10 lambda =  -0.3821532 
## Iteration 11 lambda =  -0.3828288 
## Iteration 12 lambda =  -0.3831665 
## Iteration 13 lambda =  -0.3833354 
## Iteration 14 lambda =  -0.3834199 
## Iteration 15 lambda =  -0.3834621 
## Iteration 16 lambda =  -0.3834832 
## Iteration 17 lambda =  -0.3834937 
## Iteration 18 lambda =  -0.383499 
## Iteration 19 lambda =  -0.3835017 
## Iteration 20 lambda =  -0.383503 
## Iteration 21 lambda =  -0.3835036 
## Iteration 22 lambda =  -0.383504 
## Iteration 23 lambda =  -0.3835041 
## Iteration 24 lambda =  -0.3835042 
## Iteration 1 lambda =  0.2721035 
## Iteration 2 lambda =  -0.09184477 
## Iteration 3 lambda =  -0.2738189 
## Iteration 4 lambda =  -0.364806 
## Iteration 5 lambda =  -0.4102995 
## Iteration 6 lambda =  -0.4330463 
## Iteration 7 lambda =  -0.4444196 
## Iteration 8 lambda =  -0.4501063 
## Iteration 9 lambda =  -0.4529497 
## Iteration 10 lambda =  -0.4543714 
## Iteration 11 lambda =  -0.4550822 
## Iteration 12 lambda =  -0.4554376 
## Iteration 13 lambda =  -0.4556153 
## Iteration 14 lambda =  -0.4557042 
## Iteration 15 lambda =  -0.4557486 
## Iteration 16 lambda =  -0.4557708 
## Iteration 17 lambda =  -0.4557819 
## Iteration 18 lambda =  -0.4557875 
## Iteration 19 lambda =  -0.4557902 
## Iteration 20 lambda =  -0.4557916 
## Iteration 21 lambda =  -0.4557923 
## Iteration 22 lambda =  -0.4557927 
## Iteration 23 lambda =  -0.4557929 
## Iteration 24 lambda =  -0.4557929 
## Iteration 1 lambda =  0.2949716 
## Iteration 2 lambda =  -0.05754266 
## Iteration 3 lambda =  -0.2337998 
## Iteration 4 lambda =  -0.3219283 
## Iteration 5 lambda =  -0.3659926 
## Iteration 6 lambda =  -0.3880247 
## Iteration 7 lambda =  -0.3990408 
## Iteration 8 lambda =  -0.4045488 
## Iteration 9 lambda =  -0.4073029 
## Iteration 10 lambda =  -0.4086799 
## Iteration 11 lambda =  -0.4093684 
## Iteration 12 lambda =  -0.4097126 
## Iteration 13 lambda =  -0.4098848 
## Iteration 14 lambda =  -0.4099708 
## Iteration 15 lambda =  -0.4100138 
## Iteration 16 lambda =  -0.4100354 
## Iteration 17 lambda =  -0.4100461 
## Iteration 18 lambda =  -0.4100515 
## Iteration 19 lambda =  -0.4100542 
## Iteration 20 lambda =  -0.4100555 
## Iteration 21 lambda =  -0.4100562 
## Iteration 22 lambda =  -0.4100565 
## Iteration 23 lambda =  -0.4100567 
## Iteration 24 lambda =  -0.4100568 
## Iteration 1 lambda =  0.305347 
## Iteration 2 lambda =  -0.04197945 
## Iteration 3 lambda =  -0.2156427 
## Iteration 4 lambda =  -0.3024743 
## Iteration 5 lambda =  -0.3458901 
## Iteration 6 lambda =  -0.367598 
## Iteration 7 lambda =  -0.378452 
## Iteration 8 lambda =  -0.383879 
## Iteration 9 lambda =  -0.3865924 
## Iteration 10 lambda =  -0.3879492 
## Iteration 11 lambda =  -0.3886276 
## Iteration 12 lambda =  -0.3889668 
## Iteration 13 lambda =  -0.3891363 
## Iteration 14 lambda =  -0.3892211 
## Iteration 15 lambda =  -0.3892635 
## Iteration 16 lambda =  -0.3892847 
## Iteration 17 lambda =  -0.3892953 
## Iteration 18 lambda =  -0.3893006 
## Iteration 19 lambda =  -0.3893033 
## Iteration 20 lambda =  -0.3893046 
## Iteration 21 lambda =  -0.3893053 
## Iteration 22 lambda =  -0.3893056 
## Iteration 23 lambda =  -0.3893058 
## Iteration 24 lambda =  -0.3893059 
## Iteration 1 lambda =  0.3379896 
## Iteration 2 lambda =  0.006984386 
## Iteration 3 lambda =  -0.1585182 
## Iteration 4 lambda =  -0.2412695 
## Iteration 5 lambda =  -0.2826452 
## Iteration 6 lambda =  -0.303333 
## Iteration 7 lambda =  -0.3136769 
## Iteration 8 lambda =  -0.3188489 
## Iteration 9 lambda =  -0.3214348 
## Iteration 10 lambda =  -0.3227278 
## Iteration 11 lambda =  -0.3233743 
## Iteration 12 lambda =  -0.3236976 
## Iteration 13 lambda =  -0.3238592 
## Iteration 14 lambda =  -0.32394 
## Iteration 15 lambda =  -0.3239804 
## Iteration 16 lambda =  -0.3240006 
## Iteration 17 lambda =  -0.3240107 
## Iteration 18 lambda =  -0.3240158 
## Iteration 19 lambda =  -0.3240183 
## Iteration 20 lambda =  -0.3240196 
## Iteration 21 lambda =  -0.3240202 
## Iteration 22 lambda =  -0.3240205 
## Iteration 23 lambda =  -0.3240207 
## Iteration 24 lambda =  -0.3240207 
## Iteration 1 lambda =  0.2567322 
## Iteration 2 lambda =  -0.1149016 
## Iteration 3 lambda =  -0.3007186 
## Iteration 4 lambda =  -0.3936271 
## Iteration 5 lambda =  -0.4400813 
## Iteration 6 lambda =  -0.4633084 
## Iteration 7 lambda =  -0.474922 
## Iteration 8 lambda =  -0.4807287 
## Iteration 9 lambda =  -0.4836321 
## Iteration 10 lambda =  -0.4850838 
## Iteration 11 lambda =  -0.4858097 
## Iteration 12 lambda =  -0.4861726 
## Iteration 13 lambda =  -0.4863541 
## Iteration 14 lambda =  -0.4864448 
## Iteration 15 lambda =  -0.4864902 
## Iteration 16 lambda =  -0.4865128 
## Iteration 17 lambda =  -0.4865242 
## Iteration 18 lambda =  -0.4865299 
## Iteration 19 lambda =  -0.4865327 
## Iteration 20 lambda =  -0.4865341 
## Iteration 21 lambda =  -0.4865348 
## Iteration 22 lambda =  -0.4865352 
## Iteration 23 lambda =  -0.4865354 
## Iteration 24 lambda =  -0.4865354 
## Iteration 1 lambda =  0.2956299 
## Iteration 2 lambda =  -0.05655509 
## Iteration 3 lambda =  -0.2326476 
## Iteration 4 lambda =  -0.3206939 
## Iteration 5 lambda =  -0.364717 
## Iteration 6 lambda =  -0.3867285 
## Iteration 7 lambda =  -0.3977343 
## Iteration 8 lambda =  -0.4032372 
## Iteration 9 lambda =  -0.4059887 
## Iteration 10 lambda =  -0.4073644 
## Iteration 11 lambda =  -0.4080523 
## Iteration 12 lambda =  -0.4083962 
## Iteration 13 lambda =  -0.4085681 
## Iteration 14 lambda =  -0.4086541 
## Iteration 15 lambda =  -0.4086971 
## Iteration 16 lambda =  -0.4087186 
## Iteration 17 lambda =  -0.4087294 
## Iteration 18 lambda =  -0.4087347 
## Iteration 19 lambda =  -0.4087374 
## Iteration 20 lambda =  -0.4087388 
## Iteration 21 lambda =  -0.4087394 
## Iteration 22 lambda =  -0.4087398 
## Iteration 23 lambda =  -0.4087399 
## Iteration 24 lambda =  -0.40874 
## Iteration 1 lambda =  0.319043 
## Iteration 2 lambda =  -0.02143552 
## Iteration 3 lambda =  -0.1916748 
## Iteration 4 lambda =  -0.2767944 
## Iteration 5 lambda =  -0.3193542 
## Iteration 6 lambda =  -0.3406341 
## Iteration 7 lambda =  -0.3512741 
## Iteration 8 lambda =  -0.356594 
## Iteration 9 lambda =  -0.359254 
## Iteration 10 lambda =  -0.360584 
## Iteration 11 lambda =  -0.361249 
## Iteration 12 lambda =  -0.3615815 
## Iteration 13 lambda =  -0.3617478 
## Iteration 14 lambda =  -0.3618309 
## Iteration 15 lambda =  -0.3618725 
## Iteration 16 lambda =  -0.3618932 
## Iteration 17 lambda =  -0.3619036 
## Iteration 18 lambda =  -0.3619088 
## Iteration 19 lambda =  -0.3619114 
## Iteration 20 lambda =  -0.3619127 
## Iteration 21 lambda =  -0.3619134 
## Iteration 22 lambda =  -0.3619137 
## Iteration 23 lambda =  -0.3619139 
## Iteration 24 lambda =  -0.3619139 
## Iteration 1 lambda =  0.3496902 
## Iteration 2 lambda =  0.02453535 
## Iteration 3 lambda =  -0.1380421 
## Iteration 4 lambda =  -0.2193308 
## Iteration 5 lambda =  -0.2599752 
## Iteration 6 lambda =  -0.2802974 
## Iteration 7 lambda =  -0.2904584 
## Iteration 8 lambda =  -0.295539 
## Iteration 9 lambda =  -0.2980793 
## Iteration 10 lambda =  -0.2993494 
## Iteration 11 lambda =  -0.2999845 
## Iteration 12 lambda =  -0.300302 
## Iteration 13 lambda =  -0.3004608 
## Iteration 14 lambda =  -0.3005402 
## Iteration 15 lambda =  -0.3005798 
## Iteration 16 lambda =  -0.3005997 
## Iteration 17 lambda =  -0.3006096 
## Iteration 18 lambda =  -0.3006146 
## Iteration 19 lambda =  -0.3006171 
## Iteration 20 lambda =  -0.3006183 
## Iteration 21 lambda =  -0.3006189 
## Iteration 22 lambda =  -0.3006192 
## Iteration 23 lambda =  -0.3006194 
## Iteration 24 lambda =  -0.3006195 
## Iteration 1 lambda =  0.287438 
## Iteration 2 lambda =  -0.06884297 
## Iteration 3 lambda =  -0.2469835 
## Iteration 4 lambda =  -0.3360537 
## Iteration 5 lambda =  -0.3805888 
## Iteration 6 lambda =  -0.4028564 
## Iteration 7 lambda =  -0.4139902 
## Iteration 8 lambda =  -0.4195571 
## Iteration 9 lambda =  -0.4223405 
## Iteration 10 lambda =  -0.4237322 
## Iteration 11 lambda =  -0.4244281 
## Iteration 12 lambda =  -0.424776 
## Iteration 13 lambda =  -0.42495 
## Iteration 14 lambda =  -0.425037 
## Iteration 15 lambda =  -0.4250805 
## Iteration 16 lambda =  -0.4251022 
## Iteration 17 lambda =  -0.4251131 
## Iteration 18 lambda =  -0.4251185 
## Iteration 19 lambda =  -0.4251212 
## Iteration 20 lambda =  -0.4251226 
## Iteration 21 lambda =  -0.4251233 
## Iteration 22 lambda =  -0.4251236 
## Iteration 23 lambda =  -0.4251238 
## Iteration 24 lambda =  -0.4251239 
## Iteration 1 lambda =  0.3144774 
## Iteration 2 lambda =  -0.02828388 
## Iteration 3 lambda =  -0.1996645 
## Iteration 4 lambda =  -0.2853549 
## Iteration 5 lambda =  -0.3282 
## Iteration 6 lambda =  -0.3496226 
## Iteration 7 lambda =  -0.3603339 
## Iteration 8 lambda =  -0.3656895 
## Iteration 9 lambda =  -0.3683674 
## Iteration 10 lambda =  -0.3697063 
## Iteration 11 lambda =  -0.3703757 
## Iteration 12 lambda =  -0.3707104 
## Iteration 13 lambda =  -0.3708778 
## Iteration 14 lambda =  -0.3709615 
## Iteration 15 lambda =  -0.3710033 
## Iteration 16 lambda =  -0.3710243 
## Iteration 17 lambda =  -0.3710347 
## Iteration 18 lambda =  -0.3710399 
## Iteration 19 lambda =  -0.3710426 
## Iteration 20 lambda =  -0.3710439 
## Iteration 21 lambda =  -0.3710445 
## Iteration 22 lambda =  -0.3710448 
## Iteration 23 lambda =  -0.371045 
## Iteration 24 lambda =  -0.3710451 
## Iteration 1 lambda =  0.2998346 
## Iteration 2 lambda =  -0.05024804 
## Iteration 3 lambda =  -0.2252894 
## Iteration 4 lambda =  -0.3128101 
## Iteration 5 lambda =  -0.3565704 
## Iteration 6 lambda =  -0.3784506 
## Iteration 7 lambda =  -0.3893906 
## Iteration 8 lambda =  -0.3948607 
## Iteration 9 lambda =  -0.3975957 
## Iteration 10 lambda =  -0.3989632 
## Iteration 11 lambda =  -0.399647 
## Iteration 12 lambda =  -0.3999888 
## Iteration 13 lambda =  -0.4001598 
## Iteration 14 lambda =  -0.4002453 
## Iteration 15 lambda =  -0.400288 
## Iteration 16 lambda =  -0.4003094 
## Iteration 17 lambda =  -0.40032 
## Iteration 18 lambda =  -0.4003254 
## Iteration 19 lambda =  -0.4003281 
## Iteration 20 lambda =  -0.4003294 
## Iteration 21 lambda =  -0.4003301 
## Iteration 22 lambda =  -0.4003304 
## Iteration 23 lambda =  -0.4003306 
## Iteration 24 lambda =  -0.4003306 
## Iteration 1 lambda =  0.3050538 
## Iteration 2 lambda =  -0.04241927 
## Iteration 3 lambda =  -0.2161558 
## Iteration 4 lambda =  -0.3030241 
## Iteration 5 lambda =  -0.3464582 
## Iteration 6 lambda =  -0.3681753 
## Iteration 7 lambda =  -0.3790338 
## Iteration 8 lambda =  -0.3844631 
## Iteration 9 lambda =  -0.3871777 
## Iteration 10 lambda =  -0.388535 
## Iteration 11 lambda =  -0.3892137 
## Iteration 12 lambda =  -0.389553 
## Iteration 13 lambda =  -0.3897227 
## Iteration 14 lambda =  -0.3898075 
## Iteration 15 lambda =  -0.3898499 
## Iteration 16 lambda =  -0.3898711 
## Iteration 17 lambda =  -0.3898818 
## Iteration 18 lambda =  -0.3898871 
## Iteration 19 lambda =  -0.3898897 
## Iteration 20 lambda =  -0.389891 
## Iteration 21 lambda =  -0.3898917 
## Iteration 22 lambda =  -0.389892 
## Iteration 23 lambda =  -0.3898922 
## Iteration 24 lambda =  -0.3898923 
## Iteration 1 lambda =  0.3105004 
## Iteration 2 lambda =  -0.03424944 
## Iteration 3 lambda =  -0.2066243 
## Iteration 4 lambda =  -0.2928118 
## Iteration 5 lambda =  -0.3359055 
## Iteration 6 lambda =  -0.3574524 
## Iteration 7 lambda =  -0.3682258 
## Iteration 8 lambda =  -0.3736125 
## Iteration 9 lambda =  -0.3763059 
## Iteration 10 lambda =  -0.3776526 
## Iteration 11 lambda =  -0.3783259 
## Iteration 12 lambda =  -0.3786626 
## Iteration 13 lambda =  -0.3788309 
## Iteration 14 lambda =  -0.3789151 
## Iteration 15 lambda =  -0.3789572 
## Iteration 16 lambda =  -0.3789782 
## Iteration 17 lambda =  -0.3789887 
## Iteration 18 lambda =  -0.378994 
## Iteration 19 lambda =  -0.3789966 
## Iteration 20 lambda =  -0.3789979 
## Iteration 21 lambda =  -0.3789986 
## Iteration 22 lambda =  -0.3789989 
## Iteration 23 lambda =  -0.3789991 
## Iteration 24 lambda =  -0.3789992 
## Iteration 1 lambda =  0.3452251 
## Iteration 2 lambda =  0.01783767 
## Iteration 3 lambda =  -0.145856 
## Iteration 4 lambda =  -0.2277029 
## Iteration 5 lambda =  -0.2686263 
## Iteration 6 lambda =  -0.2890881 
## Iteration 7 lambda =  -0.2993189 
## Iteration 8 lambda =  -0.3044343 
## Iteration 9 lambda =  -0.3069921 
## Iteration 10 lambda =  -0.3082709 
## Iteration 11 lambda =  -0.3089103 
## Iteration 12 lambda =  -0.3092301 
## Iteration 13 lambda =  -0.3093899 
## Iteration 14 lambda =  -0.3094698 
## Iteration 15 lambda =  -0.3095098 
## Iteration 16 lambda =  -0.3095298 
## Iteration 17 lambda =  -0.3095398 
## Iteration 18 lambda =  -0.3095448 
## Iteration 19 lambda =  -0.3095473 
## Iteration 20 lambda =  -0.3095485 
## Iteration 21 lambda =  -0.3095491 
## Iteration 22 lambda =  -0.3095495 
## Iteration 23 lambda =  -0.3095496 
## Iteration 24 lambda =  -0.3095497 
## Iteration 1 lambda =  0.2660813 
## Iteration 2 lambda =  -0.100878 
## Iteration 3 lambda =  -0.2843577 
## Iteration 4 lambda =  -0.3760975 
## Iteration 5 lambda =  -0.4219675 
## Iteration 6 lambda =  -0.4449024 
## Iteration 7 lambda =  -0.4563699 
## Iteration 8 lambda =  -0.4621036 
## Iteration 9 lambda =  -0.4649705 
## Iteration 10 lambda =  -0.4664039 
## Iteration 11 lambda =  -0.4671207 
## Iteration 12 lambda =  -0.467479 
## Iteration 13 lambda =  -0.4676582 
## Iteration 14 lambda =  -0.4677478 
## Iteration 15 lambda =  -0.4677926 
## Iteration 16 lambda =  -0.467815 
## Iteration 17 lambda =  -0.4678262 
## Iteration 18 lambda =  -0.4678318 
## Iteration 19 lambda =  -0.4678346 
## Iteration 20 lambda =  -0.467836 
## Iteration 21 lambda =  -0.4678367 
## Iteration 22 lambda =  -0.467837 
## Iteration 23 lambda =  -0.4678372 
## Iteration 24 lambda =  -0.4678373 
## Iteration 1 lambda =  0.3076837 
## Iteration 2 lambda =  -0.03847452 
## Iteration 3 lambda =  -0.2115536 
## Iteration 4 lambda =  -0.2980932 
## Iteration 5 lambda =  -0.3413629 
## Iteration 6 lambda =  -0.3629978 
## Iteration 7 lambda =  -0.3738153 
## Iteration 8 lambda =  -0.379224 
## Iteration 9 lambda =  -0.3819283 
## Iteration 10 lambda =  -0.3832805 
## Iteration 11 lambda =  -0.3839566 
## Iteration 12 lambda =  -0.3842947 
## Iteration 13 lambda =  -0.3844637 
## Iteration 14 lambda =  -0.3845482 
## Iteration 15 lambda =  -0.3845904 
## Iteration 16 lambda =  -0.3846116 
## Iteration 17 lambda =  -0.3846221 
## Iteration 18 lambda =  -0.3846274 
## Iteration 19 lambda =  -0.3846301 
## Iteration 20 lambda =  -0.3846314 
## Iteration 21 lambda =  -0.384632 
## Iteration 22 lambda =  -0.3846324 
## Iteration 23 lambda =  -0.3846325 
## Iteration 24 lambda =  -0.3846326 
## Iteration 1 lambda =  0.303249 
## Iteration 2 lambda =  -0.0451265 
## Iteration 3 lambda =  -0.2193143 
## Iteration 4 lambda =  -0.3064081 
## Iteration 5 lambda =  -0.3499551 
## Iteration 6 lambda =  -0.3717285 
## Iteration 7 lambda =  -0.3826153 
## Iteration 8 lambda =  -0.3880586 
## Iteration 9 lambda =  -0.3907803 
## Iteration 10 lambda =  -0.3921412 
## Iteration 11 lambda =  -0.3928216 
## Iteration 12 lambda =  -0.3931618 
## Iteration 13 lambda =  -0.3933319 
## Iteration 14 lambda =  -0.3934169 
## Iteration 15 lambda =  -0.3934595 
## Iteration 16 lambda =  -0.3934807 
## Iteration 17 lambda =  -0.3934914 
## Iteration 18 lambda =  -0.3934967 
## Iteration 19 lambda =  -0.3934993 
## Iteration 20 lambda =  -0.3935007 
## Iteration 21 lambda =  -0.3935013 
## Iteration 22 lambda =  -0.3935017 
## Iteration 23 lambda =  -0.3935018 
## Iteration 24 lambda =  -0.3935019 
## Iteration 1 lambda =  0.2896254 
## Iteration 2 lambda =  -0.06556191 
## Iteration 3 lambda =  -0.2431556 
## Iteration 4 lambda =  -0.3319524 
## Iteration 5 lambda =  -0.3763508 
## Iteration 6 lambda =  -0.39855 
## Iteration 7 lambda =  -0.4096496 
## Iteration 8 lambda =  -0.4151994 
## Iteration 9 lambda =  -0.4179743 
## Iteration 10 lambda =  -0.4193618 
## Iteration 11 lambda =  -0.4200555 
## Iteration 12 lambda =  -0.4204023 
## Iteration 13 lambda =  -0.4205758 
## Iteration 14 lambda =  -0.4206625 
## Iteration 15 lambda =  -0.4207059 
## Iteration 16 lambda =  -0.4207275 
## Iteration 17 lambda =  -0.4207384 
## Iteration 18 lambda =  -0.4207438 
## Iteration 19 lambda =  -0.4207465 
## Iteration 20 lambda =  -0.4207479 
## Iteration 21 lambda =  -0.4207485 
## Iteration 22 lambda =  -0.4207489 
## Iteration 23 lambda =  -0.420749 
## Iteration 24 lambda =  -0.4207491 
## Iteration 1 lambda =  0.3054274 
## Iteration 2 lambda =  -0.04185886 
## Iteration 3 lambda =  -0.215502 
## Iteration 4 lambda =  -0.3023236 
## Iteration 5 lambda =  -0.3457344 
## Iteration 6 lambda =  -0.3674397 
## Iteration 7 lambda =  -0.3782924 
## Iteration 8 lambda =  -0.3837188 
## Iteration 9 lambda =  -0.386432 
## Iteration 10 lambda =  -0.3877886 
## Iteration 11 lambda =  -0.3884668 
## Iteration 12 lambda =  -0.388806 
## Iteration 13 lambda =  -0.3889756 
## Iteration 14 lambda =  -0.3890604 
## Iteration 15 lambda =  -0.3891027 
## Iteration 16 lambda =  -0.3891239 
## Iteration 17 lambda =  -0.3891345 
## Iteration 18 lambda =  -0.3891398 
## Iteration 19 lambda =  -0.3891425 
## Iteration 20 lambda =  -0.3891438 
## Iteration 21 lambda =  -0.3891445 
## Iteration 22 lambda =  -0.3891448 
## Iteration 23 lambda =  -0.389145 
## Iteration 24 lambda =  -0.3891451 
## Iteration 1 lambda =  0.3138803 
## Iteration 2 lambda =  -0.02917958 
## Iteration 3 lambda =  -0.2007095 
## Iteration 4 lambda =  -0.2864745 
## Iteration 5 lambda =  -0.329357 
## Iteration 6 lambda =  -0.3507982 
## Iteration 7 lambda =  -0.3615188 
## Iteration 8 lambda =  -0.3668791 
## Iteration 9 lambda =  -0.3695593 
## Iteration 10 lambda =  -0.3708994 
## Iteration 11 lambda =  -0.3715694 
## Iteration 12 lambda =  -0.3719044 
## Iteration 13 lambda =  -0.3720719 
## Iteration 14 lambda =  -0.3721557 
## Iteration 15 lambda =  -0.3721976 
## Iteration 16 lambda =  -0.3722185 
## Iteration 17 lambda =  -0.372229 
## Iteration 18 lambda =  -0.3722342 
## Iteration 19 lambda =  -0.3722368 
## Iteration 20 lambda =  -0.3722381 
## Iteration 21 lambda =  -0.3722388 
## Iteration 22 lambda =  -0.3722391 
## Iteration 23 lambda =  -0.3722393 
## Iteration 24 lambda =  -0.3722394 
## Iteration 1 lambda =  0.3574254 
## Iteration 2 lambda =  0.03613812 
## Iteration 3 lambda =  -0.1245055 
## Iteration 4 lambda =  -0.2048273 
## Iteration 5 lambda =  -0.2449883 
## Iteration 6 lambda =  -0.2650687 
## Iteration 7 lambda =  -0.2751089 
## Iteration 8 lambda =  -0.2801291 
## Iteration 9 lambda =  -0.2826391 
## Iteration 10 lambda =  -0.2838941 
## Iteration 11 lambda =  -0.2845217 
## Iteration 12 lambda =  -0.2848354 
## Iteration 13 lambda =  -0.2849923 
## Iteration 14 lambda =  -0.2850707 
## Iteration 15 lambda =  -0.28511 
## Iteration 16 lambda =  -0.2851296 
## Iteration 17 lambda =  -0.2851394 
## Iteration 18 lambda =  -0.2851443 
## Iteration 19 lambda =  -0.2851467 
## Iteration 20 lambda =  -0.2851479 
## Iteration 21 lambda =  -0.2851486 
## Iteration 22 lambda =  -0.2851489 
## Iteration 23 lambda =  -0.285149 
## Iteration 24 lambda =  -0.2851491 
## Iteration 1 lambda =  0.3256768 
## Iteration 2 lambda =  -0.01148483 
## Iteration 3 lambda =  -0.1800656 
## Iteration 4 lambda =  -0.264356 
## Iteration 5 lambda =  -0.3065012 
## Iteration 6 lambda =  -0.3275738 
## Iteration 7 lambda =  -0.3381101 
## Iteration 8 lambda =  -0.3433783 
## Iteration 9 lambda =  -0.3460124 
## Iteration 10 lambda =  -0.3473294 
## Iteration 11 lambda =  -0.3479879 
## Iteration 12 lambda =  -0.3483172 
## Iteration 13 lambda =  -0.3484818 
## Iteration 14 lambda =  -0.3485641 
## Iteration 15 lambda =  -0.3486053 
## Iteration 16 lambda =  -0.3486259 
## Iteration 17 lambda =  -0.3486361 
## Iteration 18 lambda =  -0.3486413 
## Iteration 19 lambda =  -0.3486439 
## Iteration 20 lambda =  -0.3486451 
## Iteration 21 lambda =  -0.3486458 
## Iteration 22 lambda =  -0.3486461 
## Iteration 23 lambda =  -0.3486463 
## Iteration 24 lambda =  -0.3486464 
## Iteration 1 lambda =  0.283575 
## Iteration 2 lambda =  -0.07463744 
## Iteration 3 lambda =  -0.2537437 
## Iteration 4 lambda =  -0.3432968 
## Iteration 5 lambda =  -0.3880734 
## Iteration 6 lambda =  -0.4104616 
## Iteration 7 lambda =  -0.4216558 
## Iteration 8 lambda =  -0.4272528 
## Iteration 9 lambda =  -0.4300514 
## Iteration 10 lambda =  -0.4314506 
## Iteration 11 lambda =  -0.4321503 
## Iteration 12 lambda =  -0.4325001 
## Iteration 13 lambda =  -0.432675 
## Iteration 14 lambda =  -0.4327625 
## Iteration 15 lambda =  -0.4328062 
## Iteration 16 lambda =  -0.4328281 
## Iteration 17 lambda =  -0.432839 
## Iteration 18 lambda =  -0.4328444 
## Iteration 19 lambda =  -0.4328472 
## Iteration 20 lambda =  -0.4328485 
## Iteration 21 lambda =  -0.4328492 
## Iteration 22 lambda =  -0.4328496 
## Iteration 23 lambda =  -0.4328497 
## Iteration 24 lambda =  -0.4328498 
## Iteration 1 lambda =  0.32132 
## Iteration 2 lambda =  -0.01802006 
## Iteration 3 lambda =  -0.1876901 
## Iteration 4 lambda =  -0.2725251 
## Iteration 5 lambda =  -0.3149426 
## Iteration 6 lambda =  -0.3361513 
## Iteration 7 lambda =  -0.3467557 
## Iteration 8 lambda =  -0.3520579 
## Iteration 9 lambda =  -0.354709 
## Iteration 10 lambda =  -0.3560345 
## Iteration 11 lambda =  -0.3566973 
## Iteration 12 lambda =  -0.3570287 
## Iteration 13 lambda =  -0.3571944 
## Iteration 14 lambda =  -0.3572772 
## Iteration 15 lambda =  -0.3573187 
## Iteration 16 lambda =  -0.3573394 
## Iteration 17 lambda =  -0.3573497 
## Iteration 18 lambda =  -0.3573549 
## Iteration 19 lambda =  -0.3573575 
## Iteration 20 lambda =  -0.3573588 
## Iteration 21 lambda =  -0.3573594 
## Iteration 22 lambda =  -0.3573597 
## Iteration 23 lambda =  -0.3573599 
## Iteration 24 lambda =  -0.35736 
## Iteration 1 lambda =  0.2716511 
## Iteration 2 lambda =  -0.09252331 
## Iteration 3 lambda =  -0.2746105 
## Iteration 4 lambda =  -0.3656541 
## Iteration 5 lambda =  -0.4111759 
## Iteration 6 lambda =  -0.4339368 
## Iteration 7 lambda =  -0.4453173 
## Iteration 8 lambda =  -0.4510075 
## Iteration 9 lambda =  -0.4538526 
## Iteration 10 lambda =  -0.4552752 
## Iteration 11 lambda =  -0.4559865 
## Iteration 12 lambda =  -0.4563421 
## Iteration 13 lambda =  -0.4565199 
## Iteration 14 lambda =  -0.4566088 
## Iteration 15 lambda =  -0.4566533 
## Iteration 16 lambda =  -0.4566755 
## Iteration 17 lambda =  -0.4566866 
## Iteration 18 lambda =  -0.4566922 
## Iteration 19 lambda =  -0.456695 
## Iteration 20 lambda =  -0.4566964 
## Iteration 21 lambda =  -0.456697 
## Iteration 22 lambda =  -0.4566974 
## Iteration 23 lambda =  -0.4566976 
## Iteration 24 lambda =  -0.4566977 
## Iteration 1 lambda =  0.3226385 
## Iteration 2 lambda =  -0.0160423 
## Iteration 3 lambda =  -0.1853827 
## Iteration 4 lambda =  -0.2700529 
## Iteration 5 lambda =  -0.312388 
## Iteration 6 lambda =  -0.3335555 
## Iteration 7 lambda =  -0.3441393 
## Iteration 8 lambda =  -0.3494312 
## Iteration 9 lambda =  -0.3520771 
## Iteration 10 lambda =  -0.3534001 
## Iteration 11 lambda =  -0.3540616 
## Iteration 12 lambda =  -0.3543923 
## Iteration 13 lambda =  -0.3545577 
## Iteration 14 lambda =  -0.3546404 
## Iteration 15 lambda =  -0.3546817 
## Iteration 16 lambda =  -0.3547024 
## Iteration 17 lambda =  -0.3547127 
## Iteration 18 lambda =  -0.3547179 
## Iteration 19 lambda =  -0.3547205 
## Iteration 20 lambda =  -0.3547218 
## Iteration 21 lambda =  -0.3547224 
## Iteration 22 lambda =  -0.3547227 
## Iteration 23 lambda =  -0.3547229 
## Iteration 24 lambda =  -0.354723 
## Iteration 1 lambda =  0.3067401 
## Iteration 2 lambda =  -0.03988982 
## Iteration 3 lambda =  -0.2132048 
## Iteration 4 lambda =  -0.2998623 
## Iteration 5 lambda =  -0.343191 
## Iteration 6 lambda =  -0.3648554 
## Iteration 7 lambda =  -0.3756876 
## Iteration 8 lambda =  -0.3811037 
## Iteration 9 lambda =  -0.3838117 
## Iteration 10 lambda =  -0.3851657 
## Iteration 11 lambda =  -0.3858428 
## Iteration 12 lambda =  -0.3861813 
## Iteration 13 lambda =  -0.3863505 
## Iteration 14 lambda =  -0.3864351 
## Iteration 15 lambda =  -0.3864775 
## Iteration 16 lambda =  -0.3864986 
## Iteration 17 lambda =  -0.3865092 
## Iteration 18 lambda =  -0.3865145 
## Iteration 19 lambda =  -0.3865171 
## Iteration 20 lambda =  -0.3865184 
## Iteration 21 lambda =  -0.3865191 
## Iteration 22 lambda =  -0.3865194 
## Iteration 23 lambda =  -0.3865196 
## Iteration 24 lambda =  -0.3865197 
## Iteration 1 lambda =  0.318 
## Iteration 2 lambda =  -0.02299993 
## Iteration 3 lambda =  -0.1934999 
## Iteration 4 lambda =  -0.2787499 
## Iteration 5 lambda =  -0.3213749 
## Iteration 6 lambda =  -0.3426874 
## Iteration 7 lambda =  -0.3533437 
## Iteration 8 lambda =  -0.3586718 
## Iteration 9 lambda =  -0.3613358 
## Iteration 10 lambda =  -0.3626679 
## Iteration 11 lambda =  -0.3633339 
## Iteration 12 lambda =  -0.3636669 
## Iteration 13 lambda =  -0.3638334 
## Iteration 14 lambda =  -0.3639167 
## Iteration 15 lambda =  -0.3639583 
## Iteration 16 lambda =  -0.3639791 
## Iteration 17 lambda =  -0.3639895 
## Iteration 18 lambda =  -0.3639947 
## Iteration 19 lambda =  -0.3639973 
## Iteration 20 lambda =  -0.3639986 
## Iteration 21 lambda =  -0.3639993 
## Iteration 22 lambda =  -0.3639996 
## Iteration 23 lambda =  -0.3639997 
## Iteration 24 lambda =  -0.3639998 
## Iteration 1 lambda =  0.3365168 
## Iteration 2 lambda =  0.004775237 
## Iteration 3 lambda =  -0.1610956 
## Iteration 4 lambda =  -0.244031 
## Iteration 5 lambda =  -0.2854987 
## Iteration 6 lambda =  -0.3062325 
## Iteration 7 lambda =  -0.3165994 
## Iteration 8 lambda =  -0.3217829 
## Iteration 9 lambda =  -0.3243746 
## Iteration 10 lambda =  -0.3256705 
## Iteration 11 lambda =  -0.3263184 
## Iteration 12 lambda =  -0.3266424 
## Iteration 13 lambda =  -0.3268044 
## Iteration 14 lambda =  -0.3268854 
## Iteration 15 lambda =  -0.3269259 
## Iteration 16 lambda =  -0.3269461 
## Iteration 17 lambda =  -0.3269562 
## Iteration 18 lambda =  -0.3269613 
## Iteration 19 lambda =  -0.3269638 
## Iteration 20 lambda =  -0.3269651 
## Iteration 21 lambda =  -0.3269657 
## Iteration 22 lambda =  -0.326966 
## Iteration 23 lambda =  -0.3269662 
## Iteration 24 lambda =  -0.3269663 
## Iteration 1 lambda =  0.3289105 
## Iteration 2 lambda =  -0.006634308 
## Iteration 3 lambda =  -0.1744067 
## Iteration 4 lambda =  -0.2582929 
## Iteration 5 lambda =  -0.300236 
## Iteration 6 lambda =  -0.3212075 
## Iteration 7 lambda =  -0.3316933 
## Iteration 8 lambda =  -0.3369362 
## Iteration 9 lambda =  -0.3395576 
## Iteration 10 lambda =  -0.3408684 
## Iteration 11 lambda =  -0.3415237 
## Iteration 12 lambda =  -0.3418514 
## Iteration 13 lambda =  -0.3420152 
## Iteration 14 lambda =  -0.3420972 
## Iteration 15 lambda =  -0.3421381 
## Iteration 16 lambda =  -0.3421586 
## Iteration 17 lambda =  -0.3421688 
## Iteration 18 lambda =  -0.342174 
## Iteration 19 lambda =  -0.3421765 
## Iteration 20 lambda =  -0.3421778 
## Iteration 21 lambda =  -0.3421784 
## Iteration 22 lambda =  -0.3421788 
## Iteration 23 lambda =  -0.3421789 
## Iteration 24 lambda =  -0.342179 
## Iteration 1 lambda =  0.3266199 
## Iteration 2 lambda =  -0.01007011 
## Iteration 3 lambda =  -0.1784151 
## Iteration 4 lambda =  -0.2625876 
## Iteration 5 lambda =  -0.3046739 
## Iteration 6 lambda =  -0.325717 
## Iteration 7 lambda =  -0.3362386 
## Iteration 8 lambda =  -0.3414994 
## Iteration 9 lambda =  -0.3441298 
## Iteration 10 lambda =  -0.345445 
## Iteration 11 lambda =  -0.3461026 
## Iteration 12 lambda =  -0.3464314 
## Iteration 13 lambda =  -0.3465958 
## Iteration 14 lambda =  -0.346678 
## Iteration 15 lambda =  -0.346719 
## Iteration 16 lambda =  -0.3467396 
## Iteration 17 lambda =  -0.3467499 
## Iteration 18 lambda =  -0.346755 
## Iteration 19 lambda =  -0.3467576 
## Iteration 20 lambda =  -0.3467589 
## Iteration 21 lambda =  -0.3467595 
## Iteration 22 lambda =  -0.3467598 
## Iteration 23 lambda =  -0.34676 
## Iteration 24 lambda =  -0.3467601 
## Iteration 1 lambda =  0.3287528 
## Iteration 2 lambda =  -0.006870788 
## Iteration 3 lambda =  -0.1746826 
## Iteration 4 lambda =  -0.2585885 
## Iteration 5 lambda =  -0.3005414 
## Iteration 6 lambda =  -0.3215179 
## Iteration 7 lambda =  -0.3320061 
## Iteration 8 lambda =  -0.3372503 
## Iteration 9 lambda =  -0.3398723 
## Iteration 10 lambda =  -0.3411834 
## Iteration 11 lambda =  -0.3418389 
## Iteration 12 lambda =  -0.3421666 
## Iteration 13 lambda =  -0.3423305 
## Iteration 14 lambda =  -0.3424124 
## Iteration 15 lambda =  -0.3424534 
## Iteration 16 lambda =  -0.3424739 
## Iteration 17 lambda =  -0.3424841 
## Iteration 18 lambda =  -0.3424893 
## Iteration 19 lambda =  -0.3424918 
## Iteration 20 lambda =  -0.3424931 
## Iteration 21 lambda =  -0.3424937 
## Iteration 22 lambda =  -0.3424941 
## Iteration 23 lambda =  -0.3424942 
## Iteration 24 lambda =  -0.3424943 
## Iteration 1 lambda =  0.3239598 
## Iteration 2 lambda =  -0.01406032 
## Iteration 3 lambda =  -0.1830704 
## Iteration 4 lambda =  -0.2675754 
## Iteration 5 lambda =  -0.3098279 
## Iteration 6 lambda =  -0.3309542 
## Iteration 7 lambda =  -0.3415173 
## Iteration 8 lambda =  -0.3467989 
## Iteration 9 lambda =  -0.3494396 
## Iteration 10 lambda =  -0.35076 
## Iteration 11 lambda =  -0.3514202 
## Iteration 12 lambda =  -0.3517503 
## Iteration 13 lambda =  -0.3519154 
## Iteration 14 lambda =  -0.3519979 
## Iteration 15 lambda =  -0.3520392 
## Iteration 16 lambda =  -0.3520598 
## Iteration 17 lambda =  -0.3520701 
## Iteration 18 lambda =  -0.3520753 
## Iteration 19 lambda =  -0.3520778 
## Iteration 20 lambda =  -0.3520791 
## Iteration 21 lambda =  -0.3520798 
## Iteration 22 lambda =  -0.3520801 
## Iteration 23 lambda =  -0.3520803 
## Iteration 24 lambda =  -0.3520803 
## Iteration 1 lambda =  0.375975 
## Iteration 2 lambda =  0.06396248 
## Iteration 3 lambda =  -0.09204377 
## Iteration 4 lambda =  -0.1700469 
## Iteration 5 lambda =  -0.2090485 
## Iteration 6 lambda =  -0.2285492 
## Iteration 7 lambda =  -0.2382996 
## Iteration 8 lambda =  -0.2431748 
## Iteration 9 lambda =  -0.2456124 
## Iteration 10 lambda =  -0.2468312 
## Iteration 11 lambda =  -0.2474406 
## Iteration 12 lambda =  -0.2477453 
## Iteration 13 lambda =  -0.2478977 
## Iteration 14 lambda =  -0.2479738 
## Iteration 15 lambda =  -0.2480119 
## Iteration 16 lambda =  -0.248031 
## Iteration 17 lambda =  -0.2480405 
## Iteration 18 lambda =  -0.2480453 
## Iteration 19 lambda =  -0.2480476 
## Iteration 20 lambda =  -0.2480488 
## Iteration 21 lambda =  -0.2480494 
## Iteration 22 lambda =  -0.2480497 
## Iteration 23 lambda =  -0.2480499 
## Iteration 24 lambda =  -0.2480499 
## Iteration 1 lambda =  0.2897263 
## Iteration 2 lambda =  -0.06541061 
## Iteration 3 lambda =  -0.242979 
## Iteration 4 lambda =  -0.3317633 
## Iteration 5 lambda =  -0.3761554 
## Iteration 6 lambda =  -0.3983514 
## Iteration 7 lambda =  -0.4094494 
## Iteration 8 lambda =  -0.4149985 
## Iteration 9 lambda =  -0.417773 
## Iteration 10 lambda =  -0.4191602 
## Iteration 11 lambda =  -0.4198538 
## Iteration 12 lambda =  -0.4202007 
## Iteration 13 lambda =  -0.4203741 
## Iteration 14 lambda =  -0.4204608 
## Iteration 15 lambda =  -0.4205041 
## Iteration 16 lambda =  -0.4205258 
## Iteration 17 lambda =  -0.4205366 
## Iteration 18 lambda =  -0.4205421 
## Iteration 19 lambda =  -0.4205448 
## Iteration 20 lambda =  -0.4205461 
## Iteration 21 lambda =  -0.4205468 
## Iteration 22 lambda =  -0.4205471 
## Iteration 23 lambda =  -0.4205473 
## Iteration 24 lambda =  -0.4205474 
## Iteration 1 lambda =  0.2726901 
## Iteration 2 lambda =  -0.09096488 
## Iteration 3 lambda =  -0.2727924 
## Iteration 4 lambda =  -0.3637061 
## Iteration 5 lambda =  -0.409163 
## Iteration 6 lambda =  -0.4318914 
## Iteration 7 lambda =  -0.4432556 
## Iteration 8 lambda =  -0.4489377 
## Iteration 9 lambda =  -0.4517788 
## Iteration 10 lambda =  -0.4531993 
## Iteration 11 lambda =  -0.4539096 
## Iteration 12 lambda =  -0.4542647 
## Iteration 13 lambda =  -0.4544423 
## Iteration 14 lambda =  -0.4545311 
## Iteration 15 lambda =  -0.4545754 
## Iteration 16 lambda =  -0.4545976 
## Iteration 17 lambda =  -0.4546087 
## Iteration 18 lambda =  -0.4546143 
## Iteration 19 lambda =  -0.4546171 
## Iteration 20 lambda =  -0.4546184 
## Iteration 21 lambda =  -0.4546191 
## Iteration 22 lambda =  -0.4546195 
## Iteration 23 lambda =  -0.4546197 
## Iteration 24 lambda =  -0.4546197 
## Iteration 1 lambda =  0.2920426 
## Iteration 2 lambda =  -0.06193607 
## Iteration 3 lambda =  -0.2389254 
## Iteration 4 lambda =  -0.3274201 
## Iteration 5 lambda =  -0.3716674 
## Iteration 6 lambda =  -0.3937911 
## Iteration 7 lambda =  -0.4048529 
## Iteration 8 lambda =  -0.4103838 
## Iteration 9 lambda =  -0.4131493 
## Iteration 10 lambda =  -0.414532 
## Iteration 11 lambda =  -0.4152234 
## Iteration 12 lambda =  -0.4155691 
## Iteration 13 lambda =  -0.4157419 
## Iteration 14 lambda =  -0.4158283 
## Iteration 15 lambda =  -0.4158715 
## Iteration 16 lambda =  -0.4158932 
## Iteration 17 lambda =  -0.415904 
## Iteration 18 lambda =  -0.4159094 
## Iteration 19 lambda =  -0.4159121 
## Iteration 20 lambda =  -0.4159134 
## Iteration 21 lambda =  -0.4159141 
## Iteration 22 lambda =  -0.4159144 
## Iteration 23 lambda =  -0.4159146 
## Iteration 24 lambda =  -0.4159147 
## Iteration 1 lambda =  0.3189429 
## Iteration 2 lambda =  -0.02158568 
## Iteration 3 lambda =  -0.19185 
## Iteration 4 lambda =  -0.2769821 
## Iteration 5 lambda =  -0.3195482 
## Iteration 6 lambda =  -0.3408312 
## Iteration 7 lambda =  -0.3514727 
## Iteration 8 lambda =  -0.3567935 
## Iteration 9 lambda =  -0.3594539 
## Iteration 10 lambda =  -0.360784 
## Iteration 11 lambda =  -0.3614491 
## Iteration 12 lambda =  -0.3617817 
## Iteration 13 lambda =  -0.361948 
## Iteration 14 lambda =  -0.3620311 
## Iteration 15 lambda =  -0.3620727 
## Iteration 16 lambda =  -0.3620935 
## Iteration 17 lambda =  -0.3621038 
## Iteration 18 lambda =  -0.362109 
## Iteration 19 lambda =  -0.3621116 
## Iteration 20 lambda =  -0.3621129 
## Iteration 21 lambda =  -0.3621136 
## Iteration 22 lambda =  -0.3621139 
## Iteration 23 lambda =  -0.3621141 
## Iteration 24 lambda =  -0.3621142 
## Iteration 1 lambda =  0.3191372 
## Iteration 2 lambda =  -0.02129419 
## Iteration 3 lambda =  -0.1915099 
## Iteration 4 lambda =  -0.2766177 
## Iteration 5 lambda =  -0.3191717 
## Iteration 6 lambda =  -0.3404486 
## Iteration 7 lambda =  -0.3510871 
## Iteration 8 lambda =  -0.3564063 
## Iteration 9 lambda =  -0.359066 
## Iteration 10 lambda =  -0.3603958 
## Iteration 11 lambda =  -0.3610607 
## Iteration 12 lambda =  -0.3613931 
## Iteration 13 lambda =  -0.3615594 
## Iteration 14 lambda =  -0.3616425 
## Iteration 15 lambda =  -0.361684 
## Iteration 16 lambda =  -0.3617048 
## Iteration 17 lambda =  -0.3617152 
## Iteration 18 lambda =  -0.3617204 
## Iteration 19 lambda =  -0.361723 
## Iteration 20 lambda =  -0.3617243 
## Iteration 21 lambda =  -0.3617249 
## Iteration 22 lambda =  -0.3617253 
## Iteration 23 lambda =  -0.3617254 
## Iteration 24 lambda =  -0.3617255 
## Iteration 1 lambda =  0.309279 
## Iteration 2 lambda =  -0.03608154 
## Iteration 3 lambda =  -0.2087618 
## Iteration 4 lambda =  -0.2951019 
## Iteration 5 lambda =  -0.338272 
## Iteration 6 lambda =  -0.359857 
## Iteration 7 lambda =  -0.3706495 
## Iteration 8 lambda =  -0.3760458 
## Iteration 9 lambda =  -0.3787439 
## Iteration 10 lambda =  -0.380093 
## Iteration 11 lambda =  -0.3807675 
## Iteration 12 lambda =  -0.3811048 
## Iteration 13 lambda =  -0.3812734 
## Iteration 14 lambda =  -0.3813577 
## Iteration 15 lambda =  -0.3813999 
## Iteration 16 lambda =  -0.381421 
## Iteration 17 lambda =  -0.3814315 
## Iteration 18 lambda =  -0.3814368 
## Iteration 19 lambda =  -0.3814394 
## Iteration 20 lambda =  -0.3814407 
## Iteration 21 lambda =  -0.3814414 
## Iteration 22 lambda =  -0.3814417 
## Iteration 23 lambda =  -0.3814419 
## Iteration 24 lambda =  -0.381442 
## Iteration 1 lambda =  0.3430497 
## Iteration 2 lambda =  0.01457449 
## Iteration 3 lambda =  -0.1496631 
## Iteration 4 lambda =  -0.2317819 
## Iteration 5 lambda =  -0.2728413 
## Iteration 6 lambda =  -0.293371 
## Iteration 7 lambda =  -0.3036358 
## Iteration 8 lambda =  -0.3087683 
## Iteration 9 lambda =  -0.3113345 
## Iteration 10 lambda =  -0.3126176 
## Iteration 11 lambda =  -0.3132591 
## Iteration 12 lambda =  -0.3135799 
## Iteration 13 lambda =  -0.3137403 
## Iteration 14 lambda =  -0.3138205 
## Iteration 15 lambda =  -0.3138606 
## Iteration 16 lambda =  -0.3138806 
## Iteration 17 lambda =  -0.3138907 
## Iteration 18 lambda =  -0.3138957 
## Iteration 19 lambda =  -0.3138982 
## Iteration 20 lambda =  -0.3138994 
## Iteration 21 lambda =  -0.3139001 
## Iteration 22 lambda =  -0.3139004 
## Iteration 23 lambda =  -0.3139005 
## Iteration 24 lambda =  -0.3139006 
## Iteration 1 lambda =  0.3092511 
## Iteration 2 lambda =  -0.03612329 
## Iteration 3 lambda =  -0.2088105 
## Iteration 4 lambda =  -0.2951541 
## Iteration 5 lambda =  -0.3383259 
## Iteration 6 lambda =  -0.3599118 
## Iteration 7 lambda =  -0.3707048 
## Iteration 8 lambda =  -0.3761012 
## Iteration 9 lambda =  -0.3787995 
## Iteration 10 lambda =  -0.3801486 
## Iteration 11 lambda =  -0.3808232 
## Iteration 12 lambda =  -0.3811604 
## Iteration 13 lambda =  -0.3813291 
## Iteration 14 lambda =  -0.3814134 
## Iteration 15 lambda =  -0.3814556 
## Iteration 16 lambda =  -0.3814766 
## Iteration 17 lambda =  -0.3814872 
## Iteration 18 lambda =  -0.3814925 
## Iteration 19 lambda =  -0.3814951 
## Iteration 20 lambda =  -0.3814964 
## Iteration 21 lambda =  -0.3814971 
## Iteration 22 lambda =  -0.3814974 
## Iteration 23 lambda =  -0.3814976 
## Iteration 24 lambda =  -0.3814976 
## Iteration 1 lambda =  0.2931463 
## Iteration 2 lambda =  -0.06028051 
## Iteration 3 lambda =  -0.2369939 
## Iteration 4 lambda =  -0.3253506 
## Iteration 5 lambda =  -0.369529 
## Iteration 6 lambda =  -0.3916182 
## Iteration 7 lambda =  -0.4026628 
## Iteration 8 lambda =  -0.408185 
## Iteration 9 lambda =  -0.4109462 
## Iteration 10 lambda =  -0.4123268 
## Iteration 11 lambda =  -0.4130171 
## Iteration 12 lambda =  -0.4133622 
## Iteration 13 lambda =  -0.4135348 
## Iteration 14 lambda =  -0.4136211 
## Iteration 15 lambda =  -0.4136642 
## Iteration 16 lambda =  -0.4136858 
## Iteration 17 lambda =  -0.4136966 
## Iteration 18 lambda =  -0.4137019 
## Iteration 19 lambda =  -0.4137046 
## Iteration 20 lambda =  -0.413706 
## Iteration 21 lambda =  -0.4137067 
## Iteration 22 lambda =  -0.413707 
## Iteration 23 lambda =  -0.4137072 
## Iteration 24 lambda =  -0.4137073 
## Iteration 1 lambda =  0.3291135 
## Iteration 2 lambda =  -0.006329777 
## Iteration 3 lambda =  -0.1740514 
## Iteration 4 lambda =  -0.2579122 
## Iteration 5 lambda =  -0.2998426 
## Iteration 6 lambda =  -0.3208078 
## Iteration 7 lambda =  -0.3312904 
## Iteration 8 lambda =  -0.3365317 
## Iteration 9 lambda =  -0.3391524 
## Iteration 10 lambda =  -0.3404627 
## Iteration 11 lambda =  -0.3411179 
## Iteration 12 lambda =  -0.3414455 
## Iteration 13 lambda =  -0.3416092 
## Iteration 14 lambda =  -0.3416911 
## Iteration 15 lambda =  -0.3417321 
## Iteration 16 lambda =  -0.3417526 
## Iteration 17 lambda =  -0.3417628 
## Iteration 18 lambda =  -0.3417679 
## Iteration 19 lambda =  -0.3417705 
## Iteration 20 lambda =  -0.3417718 
## Iteration 21 lambda =  -0.3417724 
## Iteration 22 lambda =  -0.3417727 
## Iteration 23 lambda =  -0.3417729 
## Iteration 24 lambda =  -0.341773 
## Iteration 1 lambda =  0.285196 
## Iteration 2 lambda =  -0.07220603 
## Iteration 3 lambda =  -0.250907 
## Iteration 4 lambda =  -0.3402575 
## Iteration 5 lambda =  -0.3849328 
## Iteration 6 lambda =  -0.4072704 
## Iteration 7 lambda =  -0.4184392 
## Iteration 8 lambda =  -0.4240236 
## Iteration 9 lambda =  -0.4268158 
## Iteration 10 lambda =  -0.4282119 
## Iteration 11 lambda =  -0.42891 
## Iteration 12 lambda =  -0.429259 
## Iteration 13 lambda =  -0.4294335 
## Iteration 14 lambda =  -0.4295208 
## Iteration 15 lambda =  -0.4295644 
## Iteration 16 lambda =  -0.4295862 
## Iteration 17 lambda =  -0.4295971 
## Iteration 18 lambda =  -0.4296026 
## Iteration 19 lambda =  -0.4296053 
## Iteration 20 lambda =  -0.4296067 
## Iteration 21 lambda =  -0.4296074 
## Iteration 22 lambda =  -0.4296077 
## Iteration 23 lambda =  -0.4296079 
## Iteration 24 lambda =  -0.4296079 
## Iteration 1 lambda =  0.3278687 
## Iteration 2 lambda =  -0.008196939 
## Iteration 3 lambda =  -0.1762298 
## Iteration 4 lambda =  -0.2602462 
## Iteration 5 lambda =  -0.3022544 
## Iteration 6 lambda =  -0.3232585 
## Iteration 7 lambda =  -0.3337605 
## Iteration 8 lambda =  -0.3390116 
## Iteration 9 lambda =  -0.3416371 
## Iteration 10 lambda =  -0.3429498 
## Iteration 11 lambda =  -0.3436062 
## Iteration 12 lambda =  -0.3439344 
## Iteration 13 lambda =  -0.3440985 
## Iteration 14 lambda =  -0.3441805 
## Iteration 15 lambda =  -0.3442216 
## Iteration 16 lambda =  -0.3442421 
## Iteration 17 lambda =  -0.3442523 
## Iteration 18 lambda =  -0.3442575 
## Iteration 19 lambda =  -0.34426 
## Iteration 20 lambda =  -0.3442613 
## Iteration 21 lambda =  -0.3442619 
## Iteration 22 lambda =  -0.3442623 
## Iteration 23 lambda =  -0.3442624 
## Iteration 24 lambda =  -0.3442625 
## Iteration 1 lambda =  0.3253374 
## Iteration 2 lambda =  -0.01199396 
## Iteration 3 lambda =  -0.1806596 
## Iteration 4 lambda =  -0.2649924 
## Iteration 5 lambda =  -0.3071589 
## Iteration 6 lambda =  -0.3282421 
## Iteration 7 lambda =  -0.3387837 
## Iteration 8 lambda =  -0.3440545 
## Iteration 9 lambda =  -0.3466899 
## Iteration 10 lambda =  -0.3480076 
## Iteration 11 lambda =  -0.3486664 
## Iteration 12 lambda =  -0.3489959 
## Iteration 13 lambda =  -0.3491606 
## Iteration 14 lambda =  -0.3492429 
## Iteration 15 lambda =  -0.3492841 
## Iteration 16 lambda =  -0.3493047 
## Iteration 17 lambda =  -0.349315 
## Iteration 18 lambda =  -0.3493201 
## Iteration 19 lambda =  -0.3493227 
## Iteration 20 lambda =  -0.349324 
## Iteration 21 lambda =  -0.3493246 
## Iteration 22 lambda =  -0.349325 
## Iteration 23 lambda =  -0.3493251 
## Iteration 24 lambda =  -0.3493252 
## Iteration 1 lambda =  0.3295937 
## Iteration 2 lambda =  -0.005609417 
## Iteration 3 lambda =  -0.173211 
## Iteration 4 lambda =  -0.2570118 
## Iteration 5 lambda =  -0.2989122 
## Iteration 6 lambda =  -0.3198624 
## Iteration 7 lambda =  -0.3303375 
## Iteration 8 lambda =  -0.335575 
## Iteration 9 lambda =  -0.3381938 
## Iteration 10 lambda =  -0.3395032 
## Iteration 11 lambda =  -0.3401579 
## Iteration 12 lambda =  -0.3404852 
## Iteration 13 lambda =  -0.3406489 
## Iteration 14 lambda =  -0.3407307 
## Iteration 15 lambda =  -0.3407716 
## Iteration 16 lambda =  -0.3407921 
## Iteration 17 lambda =  -0.3408023 
## Iteration 18 lambda =  -0.3408074 
## Iteration 19 lambda =  -0.34081 
## Iteration 20 lambda =  -0.3408113 
## Iteration 21 lambda =  -0.3408119 
## Iteration 22 lambda =  -0.3408122 
## Iteration 23 lambda =  -0.3408124 
## Iteration 24 lambda =  -0.3408125 
## Iteration 1 lambda =  0.3357424 
## Iteration 2 lambda =  0.003613657 
## Iteration 3 lambda =  -0.1624507 
## Iteration 4 lambda =  -0.2454829 
## Iteration 5 lambda =  -0.286999 
## Iteration 6 lambda =  -0.3077571 
## Iteration 7 lambda =  -0.3181361 
## Iteration 8 lambda =  -0.3233256 
## Iteration 9 lambda =  -0.3259204 
## Iteration 10 lambda =  -0.3272177 
## Iteration 11 lambda =  -0.3278664 
## Iteration 12 lambda =  -0.3281908 
## Iteration 13 lambda =  -0.328353 
## Iteration 14 lambda =  -0.328434 
## Iteration 15 lambda =  -0.3284746 
## Iteration 16 lambda =  -0.3284949 
## Iteration 17 lambda =  -0.328505 
## Iteration 18 lambda =  -0.3285101 
## Iteration 19 lambda =  -0.3285126 
## Iteration 20 lambda =  -0.3285139 
## Iteration 21 lambda =  -0.3285145 
## Iteration 22 lambda =  -0.3285148 
## Iteration 23 lambda =  -0.328515 
## Iteration 24 lambda =  -0.328515 
## Iteration 1 lambda =  0.2932145 
## Iteration 2 lambda =  -0.06017818 
## Iteration 3 lambda =  -0.2368745 
## Iteration 4 lambda =  -0.3252227 
## Iteration 5 lambda =  -0.3693968 
## Iteration 6 lambda =  -0.3914839 
## Iteration 7 lambda =  -0.4025274 
## Iteration 8 lambda =  -0.4080492 
## Iteration 9 lambda =  -0.41081 
## Iteration 10 lambda =  -0.4121905 
## Iteration 11 lambda =  -0.4128807 
## Iteration 12 lambda =  -0.4132258 
## Iteration 13 lambda =  -0.4133984 
## Iteration 14 lambda =  -0.4134846 
## Iteration 15 lambda =  -0.4135278 
## Iteration 16 lambda =  -0.4135493 
## Iteration 17 lambda =  -0.4135601 
## Iteration 18 lambda =  -0.4135655 
## Iteration 19 lambda =  -0.4135682 
## Iteration 20 lambda =  -0.4135696 
## Iteration 21 lambda =  -0.4135702 
## Iteration 22 lambda =  -0.4135706 
## Iteration 23 lambda =  -0.4135707 
## Iteration 24 lambda =  -0.4135708 
## Iteration 1 lambda =  0.3070576 
## Iteration 2 lambda =  -0.03941367 
## Iteration 3 lambda =  -0.2126493 
## Iteration 4 lambda =  -0.2992671 
## Iteration 5 lambda =  -0.342576 
## Iteration 6 lambda =  -0.3642304 
## Iteration 7 lambda =  -0.3750577 
## Iteration 8 lambda =  -0.3804713 
## Iteration 9 lambda =  -0.3831781 
## Iteration 10 lambda =  -0.3845315 
## Iteration 11 lambda =  -0.3852082 
## Iteration 12 lambda =  -0.3855465 
## Iteration 13 lambda =  -0.3857157 
## Iteration 14 lambda =  -0.3858003 
## Iteration 15 lambda =  -0.3858426 
## Iteration 16 lambda =  -0.3858638 
## Iteration 17 lambda =  -0.3858743 
## Iteration 18 lambda =  -0.3858796 
## Iteration 19 lambda =  -0.3858823 
## Iteration 20 lambda =  -0.3858836 
## Iteration 21 lambda =  -0.3858842 
## Iteration 22 lambda =  -0.3858846 
## Iteration 23 lambda =  -0.3858847 
## Iteration 24 lambda =  -0.3858848 
## Iteration 1 lambda =  0.3233434 
## Iteration 2 lambda =  -0.01498493 
## Iteration 3 lambda =  -0.1841491 
## Iteration 4 lambda =  -0.2687312 
## Iteration 5 lambda =  -0.3110222 
## Iteration 6 lambda =  -0.3321677 
## Iteration 7 lambda =  -0.3427405 
## Iteration 8 lambda =  -0.3480269 
## Iteration 9 lambda =  -0.35067 
## Iteration 10 lambda =  -0.3519916 
## Iteration 11 lambda =  -0.3526524 
## Iteration 12 lambda =  -0.3529828 
## Iteration 13 lambda =  -0.353148 
## Iteration 14 lambda =  -0.3532306 
## Iteration 15 lambda =  -0.3532719 
## Iteration 16 lambda =  -0.3532926 
## Iteration 17 lambda =  -0.3533029 
## Iteration 18 lambda =  -0.3533081 
## Iteration 19 lambda =  -0.3533107 
## Iteration 20 lambda =  -0.3533119 
## Iteration 21 lambda =  -0.3533126 
## Iteration 22 lambda =  -0.3533129 
## Iteration 23 lambda =  -0.3533131 
## Iteration 24 lambda =  -0.3533132 
## Iteration 1 lambda =  0.3134019 
## Iteration 2 lambda =  -0.02989709 
## Iteration 3 lambda =  -0.2015466 
## Iteration 4 lambda =  -0.2873714 
## Iteration 5 lambda =  -0.3302837 
## Iteration 6 lambda =  -0.3517399 
## Iteration 7 lambda =  -0.362468 
## Iteration 8 lambda =  -0.3678321 
## Iteration 9 lambda =  -0.3705141 
## Iteration 10 lambda =  -0.3718551 
## Iteration 11 lambda =  -0.3725256 
## Iteration 12 lambda =  -0.3728609 
## Iteration 13 lambda =  -0.3730285 
## Iteration 14 lambda =  -0.3731123 
## Iteration 15 lambda =  -0.3731542 
## Iteration 16 lambda =  -0.3731752 
## Iteration 17 lambda =  -0.3731856 
## Iteration 18 lambda =  -0.3731909 
## Iteration 19 lambda =  -0.3731935 
## Iteration 20 lambda =  -0.3731948 
## Iteration 21 lambda =  -0.3731955 
## Iteration 22 lambda =  -0.3731958 
## Iteration 23 lambda =  -0.373196 
## Iteration 24 lambda =  -0.373196 
## Iteration 1 lambda =  0.305602 
## Iteration 2 lambda =  -0.04159701 
## Iteration 3 lambda =  -0.2151965 
## Iteration 4 lambda =  -0.3019963 
## Iteration 5 lambda =  -0.3453961 
## Iteration 6 lambda =  -0.3670961 
## Iteration 7 lambda =  -0.377946 
## Iteration 8 lambda =  -0.383371 
## Iteration 9 lambda =  -0.3860835 
## Iteration 10 lambda =  -0.3874398 
## Iteration 11 lambda =  -0.3881179 
## Iteration 12 lambda =  -0.3884569 
## Iteration 13 lambda =  -0.3886265 
## Iteration 14 lambda =  -0.3887112 
## Iteration 15 lambda =  -0.3887536 
## Iteration 16 lambda =  -0.3887748 
## Iteration 17 lambda =  -0.3887854 
## Iteration 18 lambda =  -0.3887907 
## Iteration 19 lambda =  -0.3887934 
## Iteration 20 lambda =  -0.3887947 
## Iteration 21 lambda =  -0.3887953 
## Iteration 22 lambda =  -0.3887957 
## Iteration 23 lambda =  -0.3887958 
## Iteration 24 lambda =  -0.3887959 
## Iteration 1 lambda =  0.3455233 
## Iteration 2 lambda =  0.018285 
## Iteration 3 lambda =  -0.1453342 
## Iteration 4 lambda =  -0.2271437 
## Iteration 5 lambda =  -0.2680485 
## Iteration 6 lambda =  -0.2885009 
## Iteration 7 lambda =  -0.2987271 
## Iteration 8 lambda =  -0.3038402 
## Iteration 9 lambda =  -0.3063968 
## Iteration 10 lambda =  -0.3076751 
## Iteration 11 lambda =  -0.3083142 
## Iteration 12 lambda =  -0.3086338 
## Iteration 13 lambda =  -0.3087935 
## Iteration 14 lambda =  -0.3088734 
## Iteration 15 lambda =  -0.3089134 
## Iteration 16 lambda =  -0.3089334 
## Iteration 17 lambda =  -0.3089433 
## Iteration 18 lambda =  -0.3089483 
## Iteration 19 lambda =  -0.3089508 
## Iteration 20 lambda =  -0.3089521 
## Iteration 21 lambda =  -0.3089527 
## Iteration 22 lambda =  -0.308953 
## Iteration 23 lambda =  -0.3089532 
## Iteration 24 lambda =  -0.3089533 
## Iteration 1 lambda =  0.3468407 
## Iteration 2 lambda =  0.02026104 
## Iteration 3 lambda =  -0.1430288 
## Iteration 4 lambda =  -0.2246737 
## Iteration 5 lambda =  -0.2654962 
## Iteration 6 lambda =  -0.2859074 
## Iteration 7 lambda =  -0.296113 
## Iteration 8 lambda =  -0.3012158 
## Iteration 9 lambda =  -0.3037672 
## Iteration 10 lambda =  -0.3050429 
## Iteration 11 lambda =  -0.3056808 
## Iteration 12 lambda =  -0.3059997 
## Iteration 13 lambda =  -0.3061592 
## Iteration 14 lambda =  -0.3062389 
## Iteration 15 lambda =  -0.3062788 
## Iteration 16 lambda =  -0.3062987 
## Iteration 17 lambda =  -0.3063087 
## Iteration 18 lambda =  -0.3063136 
## Iteration 19 lambda =  -0.3063161 
## Iteration 20 lambda =  -0.3063174 
## Iteration 21 lambda =  -0.306318 
## Iteration 22 lambda =  -0.3063183 
## Iteration 23 lambda =  -0.3063185 
## Iteration 24 lambda =  -0.3063185 
## Iteration 1 lambda =  0.3003592 
## Iteration 2 lambda =  -0.04946116 
## Iteration 3 lambda =  -0.2243713 
## Iteration 4 lambda =  -0.3118264 
## Iteration 5 lambda =  -0.355554 
## Iteration 6 lambda =  -0.3774178 
## Iteration 7 lambda =  -0.3883497 
## Iteration 8 lambda =  -0.3938156 
## Iteration 9 lambda =  -0.3965486 
## Iteration 10 lambda =  -0.3979151 
## Iteration 11 lambda =  -0.3985983 
## Iteration 12 lambda =  -0.3989399 
## Iteration 13 lambda =  -0.3991107 
## Iteration 14 lambda =  -0.3991961 
## Iteration 15 lambda =  -0.3992388 
## Iteration 16 lambda =  -0.3992602 
## Iteration 17 lambda =  -0.3992709 
## Iteration 18 lambda =  -0.3992762 
## Iteration 19 lambda =  -0.3992789 
## Iteration 20 lambda =  -0.3992802 
## Iteration 21 lambda =  -0.3992809 
## Iteration 22 lambda =  -0.3992812 
## Iteration 23 lambda =  -0.3992814 
## Iteration 24 lambda =  -0.3992815 
## Iteration 1 lambda =  0.3249555 
## Iteration 2 lambda =  -0.01256677 
## Iteration 3 lambda =  -0.1813279 
## Iteration 4 lambda =  -0.2657085 
## Iteration 5 lambda =  -0.3078987 
## Iteration 6 lambda =  -0.3289939 
## Iteration 7 lambda =  -0.3395415 
## Iteration 8 lambda =  -0.3448152 
## Iteration 9 lambda =  -0.3474521 
## Iteration 10 lambda =  -0.3487706 
## Iteration 11 lambda =  -0.3494298 
## Iteration 12 lambda =  -0.3497594 
## Iteration 13 lambda =  -0.3499242 
## Iteration 14 lambda =  -0.3500066 
## Iteration 15 lambda =  -0.3500478 
## Iteration 16 lambda =  -0.3500684 
## Iteration 17 lambda =  -0.3500787 
## Iteration 18 lambda =  -0.3500839 
## Iteration 19 lambda =  -0.3500865 
## Iteration 20 lambda =  -0.3500877 
## Iteration 21 lambda =  -0.3500884 
## Iteration 22 lambda =  -0.3500887 
## Iteration 23 lambda =  -0.3500889 
## Iteration 24 lambda =  -0.3500889 
## Iteration 1 lambda =  0.2932628 
## Iteration 2 lambda =  -0.06010585 
## Iteration 3 lambda =  -0.2367902 
## Iteration 4 lambda =  -0.3251323 
## Iteration 5 lambda =  -0.3693034 
## Iteration 6 lambda =  -0.3913889 
## Iteration 7 lambda =  -0.4024317 
## Iteration 8 lambda =  -0.4079531 
## Iteration 9 lambda =  -0.4107138 
## Iteration 10 lambda =  -0.4120941 
## Iteration 11 lambda =  -0.4127843 
## Iteration 12 lambda =  -0.4131294 
## Iteration 13 lambda =  -0.4133019 
## Iteration 14 lambda =  -0.4133882 
## Iteration 15 lambda =  -0.4134313 
## Iteration 16 lambda =  -0.4134529 
## Iteration 17 lambda =  -0.4134637 
## Iteration 18 lambda =  -0.4134691 
## Iteration 19 lambda =  -0.4134718 
## Iteration 20 lambda =  -0.4134731 
## Iteration 21 lambda =  -0.4134738 
## Iteration 22 lambda =  -0.4134741 
## Iteration 23 lambda =  -0.4134743 
## Iteration 24 lambda =  -0.4134744 
## Iteration 1 lambda =  0.312464 
## Iteration 2 lambda =  -0.03130407 
## Iteration 3 lambda =  -0.2031881 
## Iteration 4 lambda =  -0.2891301 
## Iteration 5 lambda =  -0.3321011 
## Iteration 6 lambda =  -0.3535866 
## Iteration 7 lambda =  -0.3643293 
## Iteration 8 lambda =  -0.3697007 
## Iteration 9 lambda =  -0.3723864 
## Iteration 10 lambda =  -0.3737293 
## Iteration 11 lambda =  -0.3744007 
## Iteration 12 lambda =  -0.3747364 
## Iteration 13 lambda =  -0.3749042 
## Iteration 14 lambda =  -0.3749882 
## Iteration 15 lambda =  -0.3750301 
## Iteration 16 lambda =  -0.3750511 
## Iteration 17 lambda =  -0.3750616 
## Iteration 18 lambda =  -0.3750669 
## Iteration 19 lambda =  -0.3750695 
## Iteration 20 lambda =  -0.3750708 
## Iteration 21 lambda =  -0.3750714 
## Iteration 22 lambda =  -0.3750718 
## Iteration 23 lambda =  -0.3750719 
## Iteration 24 lambda =  -0.375072 
## Iteration 1 lambda =  0.3027584 
## Iteration 2 lambda =  -0.04586233 
## Iteration 3 lambda =  -0.2201727 
## Iteration 4 lambda =  -0.3073279 
## Iteration 5 lambda =  -0.3509055 
## Iteration 6 lambda =  -0.3726943 
## Iteration 7 lambda =  -0.3835887 
## Iteration 8 lambda =  -0.3890359 
## Iteration 9 lambda =  -0.3917595 
## Iteration 10 lambda =  -0.3931213 
## Iteration 11 lambda =  -0.3938022 
## Iteration 12 lambda =  -0.3941427 
## Iteration 13 lambda =  -0.3943129 
## Iteration 14 lambda =  -0.394398 
## Iteration 15 lambda =  -0.3944405 
## Iteration 16 lambda =  -0.3944618 
## Iteration 17 lambda =  -0.3944725 
## Iteration 18 lambda =  -0.3944778 
## Iteration 19 lambda =  -0.3944804 
## Iteration 20 lambda =  -0.3944818 
## Iteration 21 lambda =  -0.3944824 
## Iteration 22 lambda =  -0.3944828 
## Iteration 23 lambda =  -0.3944829 
## Iteration 24 lambda =  -0.394483 
## Iteration 1 lambda =  0.3406163 
## Iteration 2 lambda =  0.01092449 
## Iteration 3 lambda =  -0.1539214 
## Iteration 4 lambda =  -0.2363444 
## Iteration 5 lambda =  -0.2775559 
## Iteration 6 lambda =  -0.2981616 
## Iteration 7 lambda =  -0.3084645 
## Iteration 8 lambda =  -0.3136159 
## Iteration 9 lambda =  -0.3161916 
## Iteration 10 lambda =  -0.3174795 
## Iteration 11 lambda =  -0.3181234 
## Iteration 12 lambda =  -0.3184454 
## Iteration 13 lambda =  -0.3186064 
## Iteration 14 lambda =  -0.3186868 
## Iteration 15 lambda =  -0.3187271 
## Iteration 16 lambda =  -0.3187472 
## Iteration 17 lambda =  -0.3187573 
## Iteration 18 lambda =  -0.3187623 
## Iteration 19 lambda =  -0.3187648 
## Iteration 20 lambda =  -0.3187661 
## Iteration 21 lambda =  -0.3187667 
## Iteration 22 lambda =  -0.318767 
## Iteration 23 lambda =  -0.3187672 
## Iteration 24 lambda =  -0.3187673 
## Iteration 1 lambda =  0.2789059 
## Iteration 2 lambda =  -0.08164113 
## Iteration 3 lambda =  -0.2619146 
## Iteration 4 lambda =  -0.3520514 
## Iteration 5 lambda =  -0.3971198 
## Iteration 6 lambda =  -0.419654 
## Iteration 7 lambda =  -0.4309211 
## Iteration 8 lambda =  -0.4365546 
## Iteration 9 lambda =  -0.4393714 
## Iteration 10 lambda =  -0.4407798 
## Iteration 11 lambda =  -0.441484 
## Iteration 12 lambda =  -0.4418361 
## Iteration 13 lambda =  -0.4420121 
## Iteration 14 lambda =  -0.4421001 
## Iteration 15 lambda =  -0.4421442 
## Iteration 16 lambda =  -0.4421662 
## Iteration 17 lambda =  -0.4421772 
## Iteration 18 lambda =  -0.4421827 
## Iteration 19 lambda =  -0.4421854 
## Iteration 20 lambda =  -0.4421868 
## Iteration 21 lambda =  -0.4421875 
## Iteration 22 lambda =  -0.4421878 
## Iteration 23 lambda =  -0.442188 
## Iteration 24 lambda =  -0.4421881 
## Iteration 1 lambda =  0.3217142 
## Iteration 2 lambda =  -0.01742871 
## Iteration 3 lambda =  -0.1870002 
## Iteration 4 lambda =  -0.2717859 
## Iteration 5 lambda =  -0.3141788 
## Iteration 6 lambda =  -0.3353752 
## Iteration 7 lambda =  -0.3459734 
## Iteration 8 lambda =  -0.3512725 
## Iteration 9 lambda =  -0.3539221 
## Iteration 10 lambda =  -0.3552468 
## Iteration 11 lambda =  -0.3559092 
## Iteration 12 lambda =  -0.3562404 
## Iteration 13 lambda =  -0.356406 
## Iteration 14 lambda =  -0.3564888 
## Iteration 15 lambda =  -0.3565302 
## Iteration 16 lambda =  -0.3565509 
## Iteration 17 lambda =  -0.3565613 
## Iteration 18 lambda =  -0.3565664 
## Iteration 19 lambda =  -0.356569 
## Iteration 20 lambda =  -0.3565703 
## Iteration 21 lambda =  -0.356571 
## Iteration 22 lambda =  -0.3565713 
## Iteration 23 lambda =  -0.3565715 
## Iteration 24 lambda =  -0.3565715 
## Iteration 1 lambda =  0.3080233 
## Iteration 2 lambda =  -0.03796511 
## Iteration 3 lambda =  -0.2109593 
## Iteration 4 lambda =  -0.2974564 
## Iteration 5 lambda =  -0.3407049 
## Iteration 6 lambda =  -0.3623292 
## Iteration 7 lambda =  -0.3731413 
## Iteration 8 lambda =  -0.3785474 
## Iteration 9 lambda =  -0.3812504 
## Iteration 10 lambda =  -0.382602 
## Iteration 11 lambda =  -0.3832777 
## Iteration 12 lambda =  -0.3836156 
## Iteration 13 lambda =  -0.3837845 
## Iteration 14 lambda =  -0.383869 
## Iteration 15 lambda =  -0.3839112 
## Iteration 16 lambda =  -0.3839324 
## Iteration 17 lambda =  -0.3839429 
## Iteration 18 lambda =  -0.3839482 
## Iteration 19 lambda =  -0.3839508 
## Iteration 20 lambda =  -0.3839522 
## Iteration 21 lambda =  -0.3839528 
## Iteration 22 lambda =  -0.3839532 
## Iteration 23 lambda =  -0.3839533 
## Iteration 24 lambda =  -0.3839534 
## Iteration 1 lambda =  0.3125268 
## Iteration 2 lambda =  -0.03120977 
## Iteration 3 lambda =  -0.2030781 
## Iteration 4 lambda =  -0.2890122 
## Iteration 5 lambda =  -0.3319793 
## Iteration 6 lambda =  -0.3534628 
## Iteration 7 lambda =  -0.3642046 
## Iteration 8 lambda =  -0.3695755 
## Iteration 9 lambda =  -0.3722609 
## Iteration 10 lambda =  -0.3736036 
## Iteration 11 lambda =  -0.374275 
## Iteration 12 lambda =  -0.3746107 
## Iteration 13 lambda =  -0.3747785 
## Iteration 14 lambda =  -0.3748624 
## Iteration 15 lambda =  -0.3749044 
## Iteration 16 lambda =  -0.3749254 
## Iteration 17 lambda =  -0.3749359 
## Iteration 18 lambda =  -0.3749411 
## Iteration 19 lambda =  -0.3749437 
## Iteration 20 lambda =  -0.374945 
## Iteration 21 lambda =  -0.3749457 
## Iteration 22 lambda =  -0.374946 
## Iteration 23 lambda =  -0.3749462 
## Iteration 24 lambda =  -0.3749463 
## Iteration 1 lambda =  0.2953631 
## Iteration 2 lambda =  -0.0569553 
## Iteration 3 lambda =  -0.2331145 
## Iteration 4 lambda =  -0.3211941 
## Iteration 5 lambda =  -0.3652339 
## Iteration 6 lambda =  -0.3872538 
## Iteration 7 lambda =  -0.3982638 
## Iteration 8 lambda =  -0.4037688 
## Iteration 9 lambda =  -0.4065212 
## Iteration 10 lambda =  -0.4078975 
## Iteration 11 lambda =  -0.4085856 
## Iteration 12 lambda =  -0.4089297 
## Iteration 13 lambda =  -0.4091017 
## Iteration 14 lambda =  -0.4091877 
## Iteration 15 lambda =  -0.4092307 
## Iteration 16 lambda =  -0.4092522 
## Iteration 17 lambda =  -0.409263 
## Iteration 18 lambda =  -0.4092684 
## Iteration 19 lambda =  -0.409271 
## Iteration 20 lambda =  -0.4092724 
## Iteration 21 lambda =  -0.4092731 
## Iteration 22 lambda =  -0.4092734 
## Iteration 23 lambda =  -0.4092736 
## Iteration 24 lambda =  -0.4092736 
## Iteration 1 lambda =  0.3265238 
## Iteration 2 lambda =  -0.01021423 
## Iteration 3 lambda =  -0.1785833 
## Iteration 4 lambda =  -0.2627678 
## Iteration 5 lambda =  -0.3048601 
## Iteration 6 lambda =  -0.3259062 
## Iteration 7 lambda =  -0.3364292 
## Iteration 8 lambda =  -0.3416908 
## Iteration 9 lambda =  -0.3443215 
## Iteration 10 lambda =  -0.3456369 
## Iteration 11 lambda =  -0.3462946 
## Iteration 12 lambda =  -0.3466235 
## Iteration 13 lambda =  -0.3467879 
## Iteration 14 lambda =  -0.3468701 
## Iteration 15 lambda =  -0.3469112 
## Iteration 16 lambda =  -0.3469318 
## Iteration 17 lambda =  -0.346942 
## Iteration 18 lambda =  -0.3469472 
## Iteration 19 lambda =  -0.3469497 
## Iteration 20 lambda =  -0.346951 
## Iteration 21 lambda =  -0.3469517 
## Iteration 22 lambda =  -0.346952 
## Iteration 23 lambda =  -0.3469522 
## Iteration 24 lambda =  -0.3469522 
## Iteration 1 lambda =  0.3191827 
## Iteration 2 lambda =  -0.02122591 
## Iteration 3 lambda =  -0.1914302 
## Iteration 4 lambda =  -0.2765324 
## Iteration 5 lambda =  -0.3190835 
## Iteration 6 lambda =  -0.340359 
## Iteration 7 lambda =  -0.3509968 
## Iteration 8 lambda =  -0.3563157 
## Iteration 9 lambda =  -0.3589751 
## Iteration 10 lambda =  -0.3603048 
## Iteration 11 lambda =  -0.3609697 
## Iteration 12 lambda =  -0.3613021 
## Iteration 13 lambda =  -0.3614683 
## Iteration 14 lambda =  -0.3615514 
## Iteration 15 lambda =  -0.361593 
## Iteration 16 lambda =  -0.3616138 
## Iteration 17 lambda =  -0.3616242 
## Iteration 18 lambda =  -0.3616293 
## Iteration 19 lambda =  -0.3616319 
## Iteration 20 lambda =  -0.3616332 
## Iteration 21 lambda =  -0.3616339 
## Iteration 22 lambda =  -0.3616342 
## Iteration 23 lambda =  -0.3616344 
## Iteration 24 lambda =  -0.3616345 
## Iteration 1 lambda =  0.3062548 
## Iteration 2 lambda =  -0.04061787 
## Iteration 3 lambda =  -0.2140542 
## Iteration 4 lambda =  -0.3007723 
## Iteration 5 lambda =  -0.3441314 
## Iteration 6 lambda =  -0.3658109 
## Iteration 7 lambda =  -0.3766507 
## Iteration 8 lambda =  -0.3820706 
## Iteration 9 lambda =  -0.3847805 
## Iteration 10 lambda =  -0.3861355 
## Iteration 11 lambda =  -0.386813 
## Iteration 12 lambda =  -0.3871517 
## Iteration 13 lambda =  -0.3873211 
## Iteration 14 lambda =  -0.3874058 
## Iteration 15 lambda =  -0.3874481 
## Iteration 16 lambda =  -0.3874693 
## Iteration 17 lambda =  -0.3874799 
## Iteration 18 lambda =  -0.3874852 
## Iteration 19 lambda =  -0.3874878 
## Iteration 20 lambda =  -0.3874892 
## Iteration 21 lambda =  -0.3874898 
## Iteration 22 lambda =  -0.3874902 
## Iteration 23 lambda =  -0.3874903 
## Iteration 24 lambda =  -0.3874904 
## Iteration 1 lambda =  0.2913045 
## Iteration 2 lambda =  -0.06304323 
## Iteration 3 lambda =  -0.2402171 
## Iteration 4 lambda =  -0.328804 
## Iteration 5 lambda =  -0.3730975 
## Iteration 6 lambda =  -0.3952442 
## Iteration 7 lambda =  -0.4063176 
## Iteration 8 lambda =  -0.4118543 
## Iteration 9 lambda =  -0.4146226 
## Iteration 10 lambda =  -0.4160068 
## Iteration 11 lambda =  -0.4166989 
## Iteration 12 lambda =  -0.4170449 
## Iteration 13 lambda =  -0.4172179 
## Iteration 14 lambda =  -0.4173045 
## Iteration 15 lambda =  -0.4173477 
## Iteration 16 lambda =  -0.4173693 
## Iteration 17 lambda =  -0.4173802 
## Iteration 18 lambda =  -0.4173856 
## Iteration 19 lambda =  -0.4173883 
## Iteration 20 lambda =  -0.4173896 
## Iteration 21 lambda =  -0.4173903 
## Iteration 22 lambda =  -0.4173906 
## Iteration 23 lambda =  -0.4173908 
## Iteration 24 lambda =  -0.4173909 
## Iteration 1 lambda =  0.2948502 
## Iteration 2 lambda =  -0.05772466 
## Iteration 3 lambda =  -0.2340121 
## Iteration 4 lambda =  -0.3221558 
## Iteration 5 lambda =  -0.3662277 
## Iteration 6 lambda =  -0.3882636 
## Iteration 7 lambda =  -0.3992816 
## Iteration 8 lambda =  -0.4047906 
## Iteration 9 lambda =  -0.4075451 
## Iteration 10 lambda =  -0.4089223 
## Iteration 11 lambda =  -0.4096109 
## Iteration 12 lambda =  -0.4099552 
## Iteration 13 lambda =  -0.4101274 
## Iteration 14 lambda =  -0.4102135 
## Iteration 15 lambda =  -0.4102565 
## Iteration 16 lambda =  -0.410278 
## Iteration 17 lambda =  -0.4102888 
## Iteration 18 lambda =  -0.4102942 
## Iteration 19 lambda =  -0.4102969 
## Iteration 20 lambda =  -0.4102982 
## Iteration 21 lambda =  -0.4102989 
## Iteration 22 lambda =  -0.4102992 
## Iteration 23 lambda =  -0.4102994 
## Iteration 24 lambda =  -0.4102995 
## Iteration 1 lambda =  0.3143805 
## Iteration 2 lambda =  -0.02842924 
## Iteration 3 lambda =  -0.1998341 
## Iteration 4 lambda =  -0.2855366 
## Iteration 5 lambda =  -0.3283878 
## Iteration 6 lambda =  -0.3498134 
## Iteration 7 lambda =  -0.3605262 
## Iteration 8 lambda =  -0.3658826 
## Iteration 9 lambda =  -0.3685608 
## Iteration 10 lambda =  -0.3698999 
## Iteration 11 lambda =  -0.3705694 
## Iteration 12 lambda =  -0.3709042 
## Iteration 13 lambda =  -0.3710716 
## Iteration 14 lambda =  -0.3711553 
## Iteration 15 lambda =  -0.3711971 
## Iteration 16 lambda =  -0.3712181 
## Iteration 17 lambda =  -0.3712285 
## Iteration 18 lambda =  -0.3712338 
## Iteration 19 lambda =  -0.3712364 
## Iteration 20 lambda =  -0.3712377 
## Iteration 21 lambda =  -0.3712383 
## Iteration 22 lambda =  -0.3712387 
## Iteration 23 lambda =  -0.3712388 
## Iteration 24 lambda =  -0.3712389 
## Iteration 1 lambda =  0.296896 
## Iteration 2 lambda =  -0.05465595 
## Iteration 3 lambda =  -0.2304319 
## Iteration 4 lambda =  -0.3183199 
## Iteration 5 lambda =  -0.3622639 
## Iteration 6 lambda =  -0.3842359 
## Iteration 7 lambda =  -0.3952219 
## Iteration 8 lambda =  -0.4007149 
## Iteration 9 lambda =  -0.4034614 
## Iteration 10 lambda =  -0.4048347 
## Iteration 11 lambda =  -0.4055213 
## Iteration 12 lambda =  -0.4058646 
## Iteration 13 lambda =  -0.4060363 
## Iteration 14 lambda =  -0.4061221 
## Iteration 15 lambda =  -0.406165 
## Iteration 16 lambda =  -0.4061865 
## Iteration 17 lambda =  -0.4061972 
## Iteration 18 lambda =  -0.4062026 
## Iteration 19 lambda =  -0.4062053 
## Iteration 20 lambda =  -0.4062066 
## Iteration 21 lambda =  -0.4062073 
## Iteration 22 lambda =  -0.4062076 
## Iteration 23 lambda =  -0.4062078 
## Iteration 24 lambda =  -0.4062079 
## Iteration 1 lambda =  0.3162632 
## Iteration 2 lambda =  -0.02560515 
## Iteration 3 lambda =  -0.1965393 
## Iteration 4 lambda =  -0.2820064 
## Iteration 5 lambda =  -0.32474 
## Iteration 6 lambda =  -0.3461068 
## Iteration 7 lambda =  -0.3567901 
## Iteration 8 lambda =  -0.3621318 
## Iteration 9 lambda =  -0.3648027 
## Iteration 10 lambda =  -0.3661381 
## Iteration 11 lambda =  -0.3668058 
## Iteration 12 lambda =  -0.3671397 
## Iteration 13 lambda =  -0.3673066 
## Iteration 14 lambda =  -0.3673901 
## Iteration 15 lambda =  -0.3674318 
## Iteration 16 lambda =  -0.3674527 
## Iteration 17 lambda =  -0.3674631 
## Iteration 18 lambda =  -0.3674683 
## Iteration 19 lambda =  -0.3674709 
## Iteration 20 lambda =  -0.3674722 
## Iteration 21 lambda =  -0.3674729 
## Iteration 22 lambda =  -0.3674732 
## Iteration 23 lambda =  -0.3674734 
## Iteration 24 lambda =  -0.3674735 
## Iteration 1 lambda =  0.3293047 
## Iteration 2 lambda =  -0.006042919 
## Iteration 3 lambda =  -0.1737167 
## Iteration 4 lambda =  -0.2575536 
## Iteration 5 lambda =  -0.2994721 
## Iteration 6 lambda =  -0.3204313 
## Iteration 7 lambda =  -0.3309109 
## Iteration 8 lambda =  -0.3361508 
## Iteration 9 lambda =  -0.3387707 
## Iteration 10 lambda =  -0.3400806 
## Iteration 11 lambda =  -0.3407356 
## Iteration 12 lambda =  -0.3410631 
## Iteration 13 lambda =  -0.3412268 
## Iteration 14 lambda =  -0.3413087 
## Iteration 15 lambda =  -0.3413496 
## Iteration 16 lambda =  -0.3413701 
## Iteration 17 lambda =  -0.3413803 
## Iteration 18 lambda =  -0.3413854 
## Iteration 19 lambda =  -0.341388 
## Iteration 20 lambda =  -0.3413893 
## Iteration 21 lambda =  -0.3413899 
## Iteration 22 lambda =  -0.3413902 
## Iteration 23 lambda =  -0.3413904 
## Iteration 24 lambda =  -0.3413905 
## Iteration 1 lambda =  0.2920606 
## Iteration 2 lambda =  -0.06190903 
## Iteration 3 lambda =  -0.2388939 
## Iteration 4 lambda =  -0.3273863 
## Iteration 5 lambda =  -0.3716325 
## Iteration 6 lambda =  -0.3937556 
## Iteration 7 lambda =  -0.4048172 
## Iteration 8 lambda =  -0.4103479 
## Iteration 9 lambda =  -0.4131133 
## Iteration 10 lambda =  -0.414496 
## Iteration 11 lambda =  -0.4151874 
## Iteration 12 lambda =  -0.415533 
## Iteration 13 lambda =  -0.4157059 
## Iteration 14 lambda =  -0.4157923 
## Iteration 15 lambda =  -0.4158355 
## Iteration 16 lambda =  -0.4158571 
## Iteration 17 lambda =  -0.4158679 
## Iteration 18 lambda =  -0.4158733 
## Iteration 19 lambda =  -0.415876 
## Iteration 20 lambda =  -0.4158774 
## Iteration 21 lambda =  -0.415878 
## Iteration 22 lambda =  -0.4158784 
## Iteration 23 lambda =  -0.4158785 
## Iteration 24 lambda =  -0.4158786 
## Iteration 1 lambda =  0.3083025 
## Iteration 2 lambda =  -0.03754628 
## Iteration 3 lambda =  -0.2104707 
## Iteration 4 lambda =  -0.2969329 
## Iteration 5 lambda =  -0.340164 
## Iteration 6 lambda =  -0.3617795 
## Iteration 7 lambda =  -0.3725873 
## Iteration 8 lambda =  -0.3779912 
## Iteration 9 lambda =  -0.3806931 
## Iteration 10 lambda =  -0.3820441 
## Iteration 11 lambda =  -0.3827196 
## Iteration 12 lambda =  -0.3830573 
## Iteration 13 lambda =  -0.3832262 
## Iteration 14 lambda =  -0.3833106 
## Iteration 15 lambda =  -0.3833528 
## Iteration 16 lambda =  -0.3833739 
## Iteration 17 lambda =  -0.3833845 
## Iteration 18 lambda =  -0.3833898 
## Iteration 19 lambda =  -0.3833924 
## Iteration 20 lambda =  -0.3833937 
## Iteration 21 lambda =  -0.3833944 
## Iteration 22 lambda =  -0.3833947 
## Iteration 23 lambda =  -0.3833949 
## Iteration 24 lambda =  -0.383395 
## Iteration 1 lambda =  0.2819623 
## Iteration 2 lambda =  -0.07705656 
## Iteration 3 lambda =  -0.256566 
## Iteration 4 lambda =  -0.3463207 
## Iteration 5 lambda =  -0.3911981 
## Iteration 6 lambda =  -0.4136367 
## Iteration 7 lambda =  -0.4248561 
## Iteration 8 lambda =  -0.4304657 
## Iteration 9 lambda =  -0.4332706 
## Iteration 10 lambda =  -0.434673 
## Iteration 11 lambda =  -0.4353742 
## Iteration 12 lambda =  -0.4357248 
## Iteration 13 lambda =  -0.4359001 
## Iteration 14 lambda =  -0.4359878 
## Iteration 15 lambda =  -0.4360316 
## Iteration 16 lambda =  -0.4360535 
## Iteration 17 lambda =  -0.4360645 
## Iteration 18 lambda =  -0.4360699 
## Iteration 19 lambda =  -0.4360727 
## Iteration 20 lambda =  -0.436074 
## Iteration 21 lambda =  -0.4360747 
## Iteration 22 lambda =  -0.4360751 
## Iteration 23 lambda =  -0.4360752 
## Iteration 24 lambda =  -0.4360753 
## Iteration 1 lambda =  0.3280065 
## Iteration 2 lambda =  -0.00799029 
## Iteration 3 lambda =  -0.1759887 
## Iteration 4 lambda =  -0.2599879 
## Iteration 5 lambda =  -0.3019875 
## Iteration 6 lambda =  -0.3229873 
## Iteration 7 lambda =  -0.3334872 
## Iteration 8 lambda =  -0.3387371 
## Iteration 9 lambda =  -0.3413621 
## Iteration 10 lambda =  -0.3426746 
## Iteration 11 lambda =  -0.3433308 
## Iteration 12 lambda =  -0.3436589 
## Iteration 13 lambda =  -0.343823 
## Iteration 14 lambda =  -0.343905 
## Iteration 15 lambda =  -0.343946 
## Iteration 16 lambda =  -0.3439665 
## Iteration 17 lambda =  -0.3439768 
## Iteration 18 lambda =  -0.3439819 
## Iteration 19 lambda =  -0.3439845 
## Iteration 20 lambda =  -0.3439858 
## Iteration 21 lambda =  -0.3439864 
## Iteration 22 lambda =  -0.3439867 
## Iteration 23 lambda =  -0.3439869 
## Iteration 24 lambda =  -0.343987 
## Iteration 1 lambda =  0.3068915 
## Iteration 2 lambda =  -0.03966271 
## Iteration 3 lambda =  -0.2129398 
## Iteration 4 lambda =  -0.2995784 
## Iteration 5 lambda =  -0.3428977 
## Iteration 6 lambda =  -0.3645573 
## Iteration 7 lambda =  -0.3753871 
## Iteration 8 lambda =  -0.380802 
## Iteration 9 lambda =  -0.3835095 
## Iteration 10 lambda =  -0.3848632 
## Iteration 11 lambda =  -0.3855401 
## Iteration 12 lambda =  -0.3858785 
## Iteration 13 lambda =  -0.3860477 
## Iteration 14 lambda =  -0.3861323 
## Iteration 15 lambda =  -0.3861746 
## Iteration 16 lambda =  -0.3861958 
## Iteration 17 lambda =  -0.3862064 
## Iteration 18 lambda =  -0.3862117 
## Iteration 19 lambda =  -0.3862143 
## Iteration 20 lambda =  -0.3862156 
## Iteration 21 lambda =  -0.3862163 
## Iteration 22 lambda =  -0.3862166 
## Iteration 23 lambda =  -0.3862168 
## Iteration 24 lambda =  -0.3862169 
## Iteration 1 lambda =  0.2773745 
## Iteration 2 lambda =  -0.0839383 
## Iteration 3 lambda =  -0.2645947 
## Iteration 4 lambda =  -0.3549229 
## Iteration 5 lambda =  -0.400087 
## Iteration 6 lambda =  -0.422669 
## Iteration 7 lambda =  -0.43396 
## Iteration 8 lambda =  -0.4396056 
## Iteration 9 lambda =  -0.4424283 
## Iteration 10 lambda =  -0.4438397 
## Iteration 11 lambda =  -0.4445454 
## Iteration 12 lambda =  -0.4448982 
## Iteration 13 lambda =  -0.4450746 
## Iteration 14 lambda =  -0.4451629 
## Iteration 15 lambda =  -0.445207 
## Iteration 16 lambda =  -0.445229 
## Iteration 17 lambda =  -0.44524 
## Iteration 18 lambda =  -0.4452456 
## Iteration 19 lambda =  -0.4452483 
## Iteration 20 lambda =  -0.4452497 
## Iteration 21 lambda =  -0.4452504 
## Iteration 22 lambda =  -0.4452507 
## Iteration 23 lambda =  -0.4452509 
## Iteration 24 lambda =  -0.445251 
## Iteration 1 lambda =  0.3146328 
## Iteration 2 lambda =  -0.02805081 
## Iteration 3 lambda =  -0.1993926 
## Iteration 4 lambda =  -0.2850635 
## Iteration 5 lambda =  -0.327899 
## Iteration 6 lambda =  -0.3493167 
## Iteration 7 lambda =  -0.3600255 
## Iteration 8 lambda =  -0.36538 
## Iteration 9 lambda =  -0.3680572 
## Iteration 10 lambda =  -0.3693958 
## Iteration 11 lambda =  -0.3700651 
## Iteration 12 lambda =  -0.3703998 
## Iteration 13 lambda =  -0.3705671 
## Iteration 14 lambda =  -0.3706507 
## Iteration 15 lambda =  -0.3706926 
## Iteration 16 lambda =  -0.3707135 
## Iteration 17 lambda =  -0.370724 
## Iteration 18 lambda =  -0.3707292 
## Iteration 19 lambda =  -0.3707318 
## Iteration 20 lambda =  -0.3707331 
## Iteration 21 lambda =  -0.3707338 
## Iteration 22 lambda =  -0.3707341 
## Iteration 23 lambda =  -0.3707342 
## Iteration 24 lambda =  -0.3707343 
## Iteration 1 lambda =  0.3306865 
## Iteration 2 lambda =  -0.003970206 
## Iteration 3 lambda =  -0.1712986 
## Iteration 4 lambda =  -0.2549628 
## Iteration 5 lambda =  -0.2967948 
## Iteration 6 lambda =  -0.3177109 
## Iteration 7 lambda =  -0.3281689 
## Iteration 8 lambda =  -0.3333979 
## Iteration 9 lambda =  -0.3360124 
## Iteration 10 lambda =  -0.3373197 
## Iteration 11 lambda =  -0.3379733 
## Iteration 12 lambda =  -0.3383001 
## Iteration 13 lambda =  -0.3384635 
## Iteration 14 lambda =  -0.3385452 
## Iteration 15 lambda =  -0.3385861 
## Iteration 16 lambda =  -0.3386065 
## Iteration 17 lambda =  -0.3386167 
## Iteration 18 lambda =  -0.3386218 
## Iteration 19 lambda =  -0.3386244 
## Iteration 20 lambda =  -0.3386257 
## Iteration 21 lambda =  -0.3386263 
## Iteration 22 lambda =  -0.3386266 
## Iteration 23 lambda =  -0.3386268 
## Iteration 24 lambda =  -0.3386269 
## Iteration 1 lambda =  0.3037752 
## Iteration 2 lambda =  -0.04433726 
## Iteration 3 lambda =  -0.2183935 
## Iteration 4 lambda =  -0.3054216 
## Iteration 5 lambda =  -0.3489356 
## Iteration 6 lambda =  -0.3706927 
## Iteration 7 lambda =  -0.3815712 
## Iteration 8 lambda =  -0.3870104 
## Iteration 9 lambda =  -0.3897301 
## Iteration 10 lambda =  -0.3910899 
## Iteration 11 lambda =  -0.3917698 
## Iteration 12 lambda =  -0.3921097 
## Iteration 13 lambda =  -0.3922797 
## Iteration 14 lambda =  -0.3923647 
## Iteration 15 lambda =  -0.3924072 
## Iteration 16 lambda =  -0.3924284 
## Iteration 17 lambda =  -0.3924391 
## Iteration 18 lambda =  -0.3924444 
## Iteration 19 lambda =  -0.392447 
## Iteration 20 lambda =  -0.3924484 
## Iteration 21 lambda =  -0.392449 
## Iteration 22 lambda =  -0.3924493 
## Iteration 23 lambda =  -0.3924495 
## Iteration 24 lambda =  -0.3924496 
## Iteration 1 lambda =  0.3435073 
## Iteration 2 lambda =  0.01526098 
## Iteration 3 lambda =  -0.1488622 
## Iteration 4 lambda =  -0.2309238 
## Iteration 5 lambda =  -0.2719546 
## Iteration 6 lambda =  -0.29247 
## Iteration 7 lambda =  -0.3027277 
## Iteration 8 lambda =  -0.3078565 
## Iteration 9 lambda =  -0.3104209 
## Iteration 10 lambda =  -0.3117032 
## Iteration 11 lambda =  -0.3123443 
## Iteration 12 lambda =  -0.3126648 
## Iteration 13 lambda =  -0.3128251 
## Iteration 14 lambda =  -0.3129052 
## Iteration 15 lambda =  -0.3129453 
## Iteration 16 lambda =  -0.3129653 
## Iteration 17 lambda =  -0.3129753 
## Iteration 18 lambda =  -0.3129804 
## Iteration 19 lambda =  -0.3129829 
## Iteration 20 lambda =  -0.3129841 
## Iteration 21 lambda =  -0.3129847 
## Iteration 22 lambda =  -0.3129851 
## Iteration 23 lambda =  -0.3129852 
## Iteration 24 lambda =  -0.3129853 
## Iteration 1 lambda =  0.2821064 
## Iteration 2 lambda =  -0.07684035 
## Iteration 3 lambda =  -0.2563137 
## Iteration 4 lambda =  -0.3460504 
## Iteration 5 lambda =  -0.3909188 
## Iteration 6 lambda =  -0.413353 
## Iteration 7 lambda =  -0.42457 
## Iteration 8 lambda =  -0.4301786 
## Iteration 9 lambda =  -0.4329829 
## Iteration 10 lambda =  -0.434385 
## Iteration 11 lambda =  -0.4350861 
## Iteration 12 lambda =  -0.4354366 
## Iteration 13 lambda =  -0.4356119 
## Iteration 14 lambda =  -0.4356995 
## Iteration 15 lambda =  -0.4357433 
## Iteration 16 lambda =  -0.4357652 
## Iteration 17 lambda =  -0.4357762 
## Iteration 18 lambda =  -0.4357817 
## Iteration 19 lambda =  -0.4357844 
## Iteration 20 lambda =  -0.4357858 
## Iteration 21 lambda =  -0.4357864 
## Iteration 22 lambda =  -0.4357868 
## Iteration 23 lambda =  -0.435787 
## Iteration 24 lambda =  -0.435787 
## Iteration 1 lambda =  0.3107871 
## Iteration 2 lambda =  -0.03381937 
## Iteration 3 lambda =  -0.2061226 
## Iteration 4 lambda =  -0.2922742 
## Iteration 5 lambda =  -0.33535 
## Iteration 6 lambda =  -0.3568879 
## Iteration 7 lambda =  -0.3676569 
## Iteration 8 lambda =  -0.3730413 
## Iteration 9 lambda =  -0.3757336 
## Iteration 10 lambda =  -0.3770797 
## Iteration 11 lambda =  -0.3777528 
## Iteration 12 lambda =  -0.3780893 
## Iteration 13 lambda =  -0.3782576 
## Iteration 14 lambda =  -0.3783417 
## Iteration 15 lambda =  -0.3783838 
## Iteration 16 lambda =  -0.3784048 
## Iteration 17 lambda =  -0.3784153 
## Iteration 18 lambda =  -0.3784206 
## Iteration 19 lambda =  -0.3784232 
## Iteration 20 lambda =  -0.3784245 
## Iteration 21 lambda =  -0.3784252 
## Iteration 22 lambda =  -0.3784255 
## Iteration 23 lambda =  -0.3784257 
## Iteration 24 lambda =  -0.3784257 
## Iteration 1 lambda =  0.3129718 
## Iteration 2 lambda =  -0.0305423 
## Iteration 3 lambda =  -0.2022994 
## Iteration 4 lambda =  -0.2881779 
## Iteration 5 lambda =  -0.3311171 
## Iteration 6 lambda =  -0.3525868 
## Iteration 7 lambda =  -0.3633216 
## Iteration 8 lambda =  -0.368689 
## Iteration 9 lambda =  -0.3713727 
## Iteration 10 lambda =  -0.3727146 
## Iteration 11 lambda =  -0.3733855 
## Iteration 12 lambda =  -0.3737209 
## Iteration 13 lambda =  -0.3738887 
## Iteration 14 lambda =  -0.3739725 
## Iteration 15 lambda =  -0.3740145 
## Iteration 16 lambda =  -0.3740354 
## Iteration 17 lambda =  -0.3740459 
## Iteration 18 lambda =  -0.3740512 
## Iteration 19 lambda =  -0.3740538 
## Iteration 20 lambda =  -0.3740551 
## Iteration 21 lambda =  -0.3740558 
## Iteration 22 lambda =  -0.3740561 
## Iteration 23 lambda =  -0.3740562 
## Iteration 24 lambda =  -0.3740563 
## Iteration 1 lambda =  0.2786916 
## Iteration 2 lambda =  -0.08196262 
## Iteration 3 lambda =  -0.2622897 
## Iteration 4 lambda =  -0.3524533 
## Iteration 5 lambda =  -0.397535 
## Iteration 6 lambda =  -0.4200759 
## Iteration 7 lambda =  -0.4313464 
## Iteration 8 lambda =  -0.4369816 
## Iteration 9 lambda =  -0.4397992 
## Iteration 10 lambda =  -0.441208 
## Iteration 11 lambda =  -0.4419124 
## Iteration 12 lambda =  -0.4422646 
## Iteration 13 lambda =  -0.4424407 
## Iteration 14 lambda =  -0.4425288 
## Iteration 15 lambda =  -0.4425728 
## Iteration 16 lambda =  -0.4425948 
## Iteration 17 lambda =  -0.4426058 
## Iteration 18 lambda =  -0.4426113 
## Iteration 19 lambda =  -0.4426141 
## Iteration 20 lambda =  -0.4426154 
## Iteration 21 lambda =  -0.4426161 
## Iteration 22 lambda =  -0.4426165 
## Iteration 23 lambda =  -0.4426166 
## Iteration 24 lambda =  -0.4426167 
## Iteration 1 lambda =  0.3168024 
## Iteration 2 lambda =  -0.02479642 
## Iteration 3 lambda =  -0.1955958 
## Iteration 4 lambda =  -0.2809955 
## Iteration 5 lambda =  -0.3236954 
## Iteration 6 lambda =  -0.3450453 
## Iteration 7 lambda =  -0.3557203 
## Iteration 8 lambda =  -0.3610577 
## Iteration 9 lambda =  -0.3637265 
## Iteration 10 lambda =  -0.3650609 
## Iteration 11 lambda =  -0.365728 
## Iteration 12 lambda =  -0.3660616 
## Iteration 13 lambda =  -0.3662284 
## Iteration 14 lambda =  -0.3663118 
## Iteration 15 lambda =  -0.3663535 
## Iteration 16 lambda =  -0.3663744 
## Iteration 17 lambda =  -0.3663848 
## Iteration 18 lambda =  -0.36639 
## Iteration 19 lambda =  -0.3663926 
## Iteration 20 lambda =  -0.3663939 
## Iteration 21 lambda =  -0.3663946 
## Iteration 22 lambda =  -0.3663949 
## Iteration 23 lambda =  -0.3663951 
## Iteration 24 lambda =  -0.3663951 
## Iteration 1 lambda =  0.3361853 
## Iteration 2 lambda =  0.004277944 
## Iteration 3 lambda =  -0.1616757 
## Iteration 4 lambda =  -0.2446526 
## Iteration 5 lambda =  -0.286141 
## Iteration 6 lambda =  -0.3068852 
## Iteration 7 lambda =  -0.3172573 
## Iteration 8 lambda =  -0.3224434 
## Iteration 9 lambda =  -0.3250364 
## Iteration 10 lambda =  -0.3263329 
## Iteration 11 lambda =  -0.3269812 
## Iteration 12 lambda =  -0.3273053 
## Iteration 13 lambda =  -0.3274673 
## Iteration 14 lambda =  -0.3275484 
## Iteration 15 lambda =  -0.3275889 
## Iteration 16 lambda =  -0.3276092 
## Iteration 17 lambda =  -0.3276193 
## Iteration 18 lambda =  -0.3276243 
## Iteration 19 lambda =  -0.3276269 
## Iteration 20 lambda =  -0.3276281 
## Iteration 21 lambda =  -0.3276288 
## Iteration 22 lambda =  -0.3276291 
## Iteration 23 lambda =  -0.3276293 
## Iteration 24 lambda =  -0.3276293 
## Iteration 1 lambda =  0.3187222 
## Iteration 2 lambda =  -0.02191668 
## Iteration 3 lambda =  -0.1922361 
## Iteration 4 lambda =  -0.2773958 
## Iteration 5 lambda =  -0.3199757 
## Iteration 6 lambda =  -0.3412656 
## Iteration 7 lambda =  -0.3519106 
## Iteration 8 lambda =  -0.3572331 
## Iteration 9 lambda =  -0.3598943 
## Iteration 10 lambda =  -0.361225 
## Iteration 11 lambda =  -0.3618903 
## Iteration 12 lambda =  -0.3622229 
## Iteration 13 lambda =  -0.3623892 
## Iteration 14 lambda =  -0.3624724 
## Iteration 15 lambda =  -0.362514 
## Iteration 16 lambda =  -0.3625348 
## Iteration 17 lambda =  -0.3625452 
## Iteration 18 lambda =  -0.3625504 
## Iteration 19 lambda =  -0.362553 
## Iteration 20 lambda =  -0.3625543 
## Iteration 21 lambda =  -0.3625549 
## Iteration 22 lambda =  -0.3625552 
## Iteration 23 lambda =  -0.3625554 
## Iteration 24 lambda =  -0.3625555 
## Iteration 1 lambda =  0.3032872 
## Iteration 2 lambda =  -0.04506917 
## Iteration 3 lambda =  -0.2192474 
## Iteration 4 lambda =  -0.3063365 
## Iteration 5 lambda =  -0.349881 
## Iteration 6 lambda =  -0.3716533 
## Iteration 7 lambda =  -0.3825394 
## Iteration 8 lambda =  -0.3879825 
## Iteration 9 lambda =  -0.390704 
## Iteration 10 lambda =  -0.3920648 
## Iteration 11 lambda =  -0.3927452 
## Iteration 12 lambda =  -0.3930854 
## Iteration 13 lambda =  -0.3932555 
## Iteration 14 lambda =  -0.3933405 
## Iteration 15 lambda =  -0.393383 
## Iteration 16 lambda =  -0.3934043 
## Iteration 17 lambda =  -0.3934149 
## Iteration 18 lambda =  -0.3934202 
## Iteration 19 lambda =  -0.3934229 
## Iteration 20 lambda =  -0.3934242 
## Iteration 21 lambda =  -0.3934249 
## Iteration 22 lambda =  -0.3934252 
## Iteration 23 lambda =  -0.3934254 
## Iteration 24 lambda =  -0.3934255 
## Iteration 1 lambda =  0.3209219 
## Iteration 2 lambda =  -0.01861712 
## Iteration 3 lambda =  -0.1883866 
## Iteration 4 lambda =  -0.2732714 
## Iteration 5 lambda =  -0.3157138 
## Iteration 6 lambda =  -0.336935 
## Iteration 7 lambda =  -0.3475456 
## Iteration 8 lambda =  -0.3528509 
## Iteration 9 lambda =  -0.3555035 
## Iteration 10 lambda =  -0.3568298 
## Iteration 11 lambda =  -0.357493 
## Iteration 12 lambda =  -0.3578246 
## Iteration 13 lambda =  -0.3579904 
## Iteration 14 lambda =  -0.3580733 
## Iteration 15 lambda =  -0.3581147 
## Iteration 16 lambda =  -0.3581354 
## Iteration 17 lambda =  -0.3581458 
## Iteration 18 lambda =  -0.358151 
## Iteration 19 lambda =  -0.3581536 
## Iteration 20 lambda =  -0.3581549 
## Iteration 21 lambda =  -0.3581555 
## Iteration 22 lambda =  -0.3581558 
## Iteration 23 lambda =  -0.358156 
## Iteration 24 lambda =  -0.3581561 
## Iteration 1 lambda =  0.3522378 
## Iteration 2 lambda =  0.02835667 
## Iteration 3 lambda =  -0.1335839 
## Iteration 4 lambda =  -0.2145542 
## Iteration 5 lambda =  -0.2550393 
## Iteration 6 lambda =  -0.2752819 
## Iteration 7 lambda =  -0.2854032 
## Iteration 8 lambda =  -0.2904638 
## Iteration 9 lambda =  -0.2929941 
## Iteration 10 lambda =  -0.2942593 
## Iteration 11 lambda =  -0.2948919 
## Iteration 12 lambda =  -0.2952082 
## Iteration 13 lambda =  -0.2953663 
## Iteration 14 lambda =  -0.2954454 
## Iteration 15 lambda =  -0.2954849 
## Iteration 16 lambda =  -0.2955047 
## Iteration 17 lambda =  -0.2955146 
## Iteration 18 lambda =  -0.2955195 
## Iteration 19 lambda =  -0.295522 
## Iteration 20 lambda =  -0.2955232 
## Iteration 21 lambda =  -0.2955238 
## Iteration 22 lambda =  -0.2955241 
## Iteration 23 lambda =  -0.2955243 
## Iteration 24 lambda =  -0.2955244 
## Iteration 1 lambda =  0.2970976 
## Iteration 2 lambda =  -0.05435353 
## Iteration 3 lambda =  -0.2300791 
## Iteration 4 lambda =  -0.3179419 
## Iteration 5 lambda =  -0.3618733 
## Iteration 6 lambda =  -0.383839 
## Iteration 7 lambda =  -0.3948219 
## Iteration 8 lambda =  -0.4003133 
## Iteration 9 lambda =  -0.403059 
## Iteration 10 lambda =  -0.4044318 
## Iteration 11 lambda =  -0.4051183 
## Iteration 12 lambda =  -0.4054615 
## Iteration 13 lambda =  -0.4056331 
## Iteration 14 lambda =  -0.4057189 
## Iteration 15 lambda =  -0.4057618 
## Iteration 16 lambda =  -0.4057833 
## Iteration 17 lambda =  -0.405794 
## Iteration 18 lambda =  -0.4057993 
## Iteration 19 lambda =  -0.405802 
## Iteration 20 lambda =  -0.4058034 
## Iteration 21 lambda =  -0.405804 
## Iteration 22 lambda =  -0.4058044 
## Iteration 23 lambda =  -0.4058045 
## Iteration 24 lambda =  -0.4058046 
## Iteration 1 lambda =  0.2742113 
## Iteration 2 lambda =  -0.08868303 
## Iteration 3 lambda =  -0.2701302 
## Iteration 4 lambda =  -0.3608538 
## Iteration 5 lambda =  -0.4062156 
## Iteration 6 lambda =  -0.4288965 
## Iteration 7 lambda =  -0.4402369 
## Iteration 8 lambda =  -0.4459071 
## Iteration 9 lambda =  -0.4487423 
## Iteration 10 lambda =  -0.4501598 
## Iteration 11 lambda =  -0.4508686 
## Iteration 12 lambda =  -0.451223 
## Iteration 13 lambda =  -0.4514002 
## Iteration 14 lambda =  -0.4514888 
## Iteration 15 lambda =  -0.4515331 
## Iteration 16 lambda =  -0.4515552 
## Iteration 17 lambda =  -0.4515663 
## Iteration 18 lambda =  -0.4515718 
## Iteration 19 lambda =  -0.4515746 
## Iteration 20 lambda =  -0.451576 
## Iteration 21 lambda =  -0.4515767 
## Iteration 22 lambda =  -0.451577 
## Iteration 23 lambda =  -0.4515772 
## Iteration 24 lambda =  -0.4515773 
## Iteration 1 lambda =  0.3035148 
## Iteration 2 lambda =  -0.04472781 
## Iteration 3 lambda =  -0.2188491 
## Iteration 4 lambda =  -0.3059098 
## Iteration 5 lambda =  -0.3494401 
## Iteration 6 lambda =  -0.3712053 
## Iteration 7 lambda =  -0.3820878 
## Iteration 8 lambda =  -0.3875291 
## Iteration 9 lambda =  -0.3902498 
## Iteration 10 lambda =  -0.3916101 
## Iteration 11 lambda =  -0.3922903 
## Iteration 12 lambda =  -0.3926303 
## Iteration 13 lambda =  -0.3928004 
## Iteration 14 lambda =  -0.3928854 
## Iteration 15 lambda =  -0.3929279 
## Iteration 16 lambda =  -0.3929492 
## Iteration 17 lambda =  -0.3929598 
## Iteration 18 lambda =  -0.3929651 
## Iteration 19 lambda =  -0.3929678 
## Iteration 20 lambda =  -0.3929691 
## Iteration 21 lambda =  -0.3929698 
## Iteration 22 lambda =  -0.3929701 
## Iteration 23 lambda =  -0.3929703 
## Iteration 24 lambda =  -0.3929703 
## Iteration 1 lambda =  0.2437 
## Iteration 2 lambda =  -0.1344499 
## Iteration 3 lambda =  -0.3235249 
## Iteration 4 lambda =  -0.4180624 
## Iteration 5 lambda =  -0.4653312 
## Iteration 6 lambda =  -0.4889655 
## Iteration 7 lambda =  -0.5007827 
## Iteration 8 lambda =  -0.5066913 
## Iteration 9 lambda =  -0.5096456 
## Iteration 10 lambda =  -0.5111228 
## Iteration 11 lambda =  -0.5118613 
## Iteration 12 lambda =  -0.5122306 
## Iteration 13 lambda =  -0.5124153 
## Iteration 14 lambda =  -0.5125076 
## Iteration 15 lambda =  -0.5125537 
## Iteration 16 lambda =  -0.5125768 
## Iteration 17 lambda =  -0.5125884 
## Iteration 18 lambda =  -0.5125941 
## Iteration 19 lambda =  -0.512597 
## Iteration 20 lambda =  -0.5125985 
## Iteration 21 lambda =  -0.5125992 
## Iteration 22 lambda =  -0.5125995 
## Iteration 23 lambda =  -0.5125997 
## Iteration 24 lambda =  -0.5125998 
## Iteration 1 lambda =  0.3051167 
## Iteration 2 lambda =  -0.042325 
## Iteration 3 lambda =  -0.2160458 
## Iteration 4 lambda =  -0.3029063 
## Iteration 5 lambda =  -0.3463365 
## Iteration 6 lambda =  -0.3680516 
## Iteration 7 lambda =  -0.3789091 
## Iteration 8 lambda =  -0.3843379 
## Iteration 9 lambda =  -0.3870523 
## Iteration 10 lambda =  -0.3884095 
## Iteration 11 lambda =  -0.3890881 
## Iteration 12 lambda =  -0.3894274 
## Iteration 13 lambda =  -0.389597 
## Iteration 14 lambda =  -0.3896818 
## Iteration 15 lambda =  -0.3897243 
## Iteration 16 lambda =  -0.3897455 
## Iteration 17 lambda =  -0.3897561 
## Iteration 18 lambda =  -0.3897614 
## Iteration 19 lambda =  -0.389764 
## Iteration 20 lambda =  -0.3897653 
## Iteration 21 lambda =  -0.389766 
## Iteration 22 lambda =  -0.3897663 
## Iteration 23 lambda =  -0.3897665 
## Iteration 24 lambda =  -0.3897666 
## Iteration 1 lambda =  0.2781484 
## Iteration 2 lambda =  -0.08277746 
## Iteration 3 lambda =  -0.2632404 
## Iteration 4 lambda =  -0.3534718 
## Iteration 5 lambda =  -0.3985876 
## Iteration 6 lambda =  -0.4211454 
## Iteration 7 lambda =  -0.4324244 
## Iteration 8 lambda =  -0.4380638 
## Iteration 9 lambda =  -0.4408836 
## Iteration 10 lambda =  -0.4422934 
## Iteration 11 lambda =  -0.4429984 
## Iteration 12 lambda =  -0.4433508 
## Iteration 13 lambda =  -0.4435271 
## Iteration 14 lambda =  -0.4436152 
## Iteration 15 lambda =  -0.4436592 
## Iteration 16 lambda =  -0.4436813 
## Iteration 17 lambda =  -0.4436923 
## Iteration 18 lambda =  -0.4436978 
## Iteration 19 lambda =  -0.4437005 
## Iteration 20 lambda =  -0.4437019 
## Iteration 21 lambda =  -0.4437026 
## Iteration 22 lambda =  -0.4437029 
## Iteration 23 lambda =  -0.4437031 
## Iteration 24 lambda =  -0.4437032 
## Iteration 1 lambda =  0.2938137 
## Iteration 2 lambda =  -0.05927943 
## Iteration 3 lambda =  -0.235826 
## Iteration 4 lambda =  -0.3240993 
## Iteration 5 lambda =  -0.3682359 
## Iteration 6 lambda =  -0.3903043 
## Iteration 7 lambda =  -0.4013384 
## Iteration 8 lambda =  -0.4068555 
## Iteration 9 lambda =  -0.409614 
## Iteration 10 lambda =  -0.4109933 
## Iteration 11 lambda =  -0.4116829 
## Iteration 12 lambda =  -0.4120278 
## Iteration 13 lambda =  -0.4122002 
## Iteration 14 lambda =  -0.4122864 
## Iteration 15 lambda =  -0.4123295 
## Iteration 16 lambda =  -0.412351 
## Iteration 17 lambda =  -0.4123618 
## Iteration 18 lambda =  -0.4123672 
## Iteration 19 lambda =  -0.4123699 
## Iteration 20 lambda =  -0.4123712 
## Iteration 21 lambda =  -0.4123719 
## Iteration 22 lambda =  -0.4123722 
## Iteration 23 lambda =  -0.4123724 
## Iteration 24 lambda =  -0.4123725 
## Iteration 1 lambda =  0.3193259 
## Iteration 2 lambda =  -0.02101118 
## Iteration 3 lambda =  -0.1911797 
## Iteration 4 lambda =  -0.276264 
## Iteration 5 lambda =  -0.3188061 
## Iteration 6 lambda =  -0.3400772 
## Iteration 7 lambda =  -0.3507127 
## Iteration 8 lambda =  -0.3560305 
## Iteration 9 lambda =  -0.3586894 
## Iteration 10 lambda =  -0.3600188 
## Iteration 11 lambda =  -0.3606835 
## Iteration 12 lambda =  -0.3610159 
## Iteration 13 lambda =  -0.3611821 
## Iteration 14 lambda =  -0.3612651 
## Iteration 15 lambda =  -0.3613067 
## Iteration 16 lambda =  -0.3613275 
## Iteration 17 lambda =  -0.3613378 
## Iteration 18 lambda =  -0.361343 
## Iteration 19 lambda =  -0.3613456 
## Iteration 20 lambda =  -0.3613469 
## Iteration 21 lambda =  -0.3613476 
## Iteration 22 lambda =  -0.3613479 
## Iteration 23 lambda =  -0.3613481 
## Iteration 24 lambda =  -0.3613482 
## Iteration 1 lambda =  0.3100356 
## Iteration 2 lambda =  -0.03494654 
## Iteration 3 lambda =  -0.2074376 
## Iteration 4 lambda =  -0.2936832 
## Iteration 5 lambda =  -0.3368059 
## Iteration 6 lambda =  -0.3583673 
## Iteration 7 lambda =  -0.369148 
## Iteration 8 lambda =  -0.3745384 
## Iteration 9 lambda =  -0.3772335 
## Iteration 10 lambda =  -0.3785811 
## Iteration 11 lambda =  -0.3792549 
## Iteration 12 lambda =  -0.3795918 
## Iteration 13 lambda =  -0.3797603 
## Iteration 14 lambda =  -0.3798445 
## Iteration 15 lambda =  -0.3798866 
## Iteration 16 lambda =  -0.3799077 
## Iteration 17 lambda =  -0.3799182 
## Iteration 18 lambda =  -0.3799235 
## Iteration 19 lambda =  -0.3799261 
## Iteration 20 lambda =  -0.3799274 
## Iteration 21 lambda =  -0.3799281 
## Iteration 22 lambda =  -0.3799284 
## Iteration 23 lambda =  -0.3799286 
## Iteration 24 lambda =  -0.3799286 
## Iteration 1 lambda =  0.305733 
## Iteration 2 lambda =  -0.04140056 
## Iteration 3 lambda =  -0.2149673 
## Iteration 4 lambda =  -0.3017507 
## Iteration 5 lambda =  -0.3451424 
## Iteration 6 lambda =  -0.3668382 
## Iteration 7 lambda =  -0.3776862 
## Iteration 8 lambda =  -0.3831101 
## Iteration 9 lambda =  -0.3858221 
## Iteration 10 lambda =  -0.3871781 
## Iteration 11 lambda =  -0.3878561 
## Iteration 12 lambda =  -0.3881951 
## Iteration 13 lambda =  -0.3883646 
## Iteration 14 lambda =  -0.3884493 
## Iteration 15 lambda =  -0.3884917 
## Iteration 16 lambda =  -0.3885129 
## Iteration 17 lambda =  -0.3885235 
## Iteration 18 lambda =  -0.3885288 
## Iteration 19 lambda =  -0.3885314 
## Iteration 20 lambda =  -0.3885328 
## Iteration 21 lambda =  -0.3885334 
## Iteration 22 lambda =  -0.3885338 
## Iteration 23 lambda =  -0.3885339 
## Iteration 24 lambda =  -0.388534 
## Iteration 1 lambda =  0.314321 
## Iteration 2 lambda =  -0.02851846 
## Iteration 3 lambda =  -0.1999382 
## Iteration 4 lambda =  -0.2856481 
## Iteration 5 lambda =  -0.328503 
## Iteration 6 lambda =  -0.3499305 
## Iteration 7 lambda =  -0.3606442 
## Iteration 8 lambda =  -0.3660011 
## Iteration 9 lambda =  -0.3686795 
## Iteration 10 lambda =  -0.3700187 
## Iteration 11 lambda =  -0.3706883 
## Iteration 12 lambda =  -0.3710231 
## Iteration 13 lambda =  -0.3711906 
## Iteration 14 lambda =  -0.3712743 
## Iteration 15 lambda =  -0.3713161 
## Iteration 16 lambda =  -0.371337 
## Iteration 17 lambda =  -0.3713475 
## Iteration 18 lambda =  -0.3713527 
## Iteration 19 lambda =  -0.3713553 
## Iteration 20 lambda =  -0.3713566 
## Iteration 21 lambda =  -0.3713573 
## Iteration 22 lambda =  -0.3713576 
## Iteration 23 lambda =  -0.3713578 
## Iteration 24 lambda =  -0.3713579 
## Iteration 1 lambda =  0.2631754 
## Iteration 2 lambda =  -0.1052369 
## Iteration 3 lambda =  -0.2894431 
## Iteration 4 lambda =  -0.3815462 
## Iteration 5 lambda =  -0.4275977 
## Iteration 6 lambda =  -0.4506235 
## Iteration 7 lambda =  -0.4621363 
## Iteration 8 lambda =  -0.4678928 
## Iteration 9 lambda =  -0.470771 
## Iteration 10 lambda =  -0.4722101 
## Iteration 11 lambda =  -0.4729297 
## Iteration 12 lambda =  -0.4732895 
## Iteration 13 lambda =  -0.4734693 
## Iteration 14 lambda =  -0.4735593 
## Iteration 15 lambda =  -0.4736043 
## Iteration 16 lambda =  -0.4736267 
## Iteration 17 lambda =  -0.473638 
## Iteration 18 lambda =  -0.4736436 
## Iteration 19 lambda =  -0.4736464 
## Iteration 20 lambda =  -0.4736478 
## Iteration 21 lambda =  -0.4736485 
## Iteration 22 lambda =  -0.4736489 
## Iteration 23 lambda =  -0.4736491 
## Iteration 24 lambda =  -0.4736491 
## Iteration 1 lambda =  0.3137484 
## Iteration 2 lambda =  -0.02937739 
## Iteration 3 lambda =  -0.2009403 
## Iteration 4 lambda =  -0.2867217 
## Iteration 5 lambda =  -0.3296125 
## Iteration 6 lambda =  -0.3510578 
## Iteration 7 lambda =  -0.3617805 
## Iteration 8 lambda =  -0.3671418 
## Iteration 9 lambda =  -0.3698225 
## Iteration 10 lambda =  -0.3711628 
## Iteration 11 lambda =  -0.371833 
## Iteration 12 lambda =  -0.3721681 
## Iteration 13 lambda =  -0.3723356 
## Iteration 14 lambda =  -0.3724194 
## Iteration 15 lambda =  -0.3724613 
## Iteration 16 lambda =  -0.3724822 
## Iteration 17 lambda =  -0.3724927 
## Iteration 18 lambda =  -0.3724979 
## Iteration 19 lambda =  -0.3725006 
## Iteration 20 lambda =  -0.3725019 
## Iteration 21 lambda =  -0.3725025 
## Iteration 22 lambda =  -0.3725029 
## Iteration 23 lambda =  -0.372503 
## Iteration 24 lambda =  -0.3725031 
## Iteration 1 lambda =  0.3155044 
## Iteration 2 lambda =  -0.02674335 
## Iteration 3 lambda =  -0.1978672 
## Iteration 4 lambda =  -0.2834292 
## Iteration 5 lambda =  -0.3262102 
## Iteration 6 lambda =  -0.3476006 
## Iteration 7 lambda =  -0.3582959 
## Iteration 8 lambda =  -0.3636435 
## Iteration 9 lambda =  -0.3663173 
## Iteration 10 lambda =  -0.3676542 
## Iteration 11 lambda =  -0.3683227 
## Iteration 12 lambda =  -0.3686569 
## Iteration 13 lambda =  -0.368824 
## Iteration 14 lambda =  -0.3689076 
## Iteration 15 lambda =  -0.3689494 
## Iteration 16 lambda =  -0.3689702 
## Iteration 17 lambda =  -0.3689807 
## Iteration 18 lambda =  -0.3689859 
## Iteration 19 lambda =  -0.3689885 
## Iteration 20 lambda =  -0.3689898 
## Iteration 21 lambda =  -0.3689905 
## Iteration 22 lambda =  -0.3689908 
## Iteration 23 lambda =  -0.368991 
## Iteration 24 lambda =  -0.3689911 
## Iteration 1 lambda =  0.3084785 
## Iteration 2 lambda =  -0.03728232 
## Iteration 3 lambda =  -0.2101627 
## Iteration 4 lambda =  -0.2966029 
## Iteration 5 lambda =  -0.339823 
## Iteration 6 lambda =  -0.361433 
## Iteration 7 lambda =  -0.3722381 
## Iteration 8 lambda =  -0.3776406 
## Iteration 9 lambda =  -0.3803418 
## Iteration 10 lambda =  -0.3816925 
## Iteration 11 lambda =  -0.3823678 
## Iteration 12 lambda =  -0.3827054 
## Iteration 13 lambda =  -0.3828743 
## Iteration 14 lambda =  -0.3829587 
## Iteration 15 lambda =  -0.3830009 
## Iteration 16 lambda =  -0.383022 
## Iteration 17 lambda =  -0.3830325 
## Iteration 18 lambda =  -0.3830378 
## Iteration 19 lambda =  -0.3830405 
## Iteration 20 lambda =  -0.3830418 
## Iteration 21 lambda =  -0.3830424 
## Iteration 22 lambda =  -0.3830428 
## Iteration 23 lambda =  -0.3830429 
## Iteration 24 lambda =  -0.383043 
## Iteration 1 lambda =  0.2936999 
## Iteration 2 lambda =  -0.05945011 
## Iteration 3 lambda =  -0.2360251 
## Iteration 4 lambda =  -0.3243126 
## Iteration 5 lambda =  -0.3684564 
## Iteration 6 lambda =  -0.3905283 
## Iteration 7 lambda =  -0.4015642 
## Iteration 8 lambda =  -0.4070822 
## Iteration 9 lambda =  -0.4098412 
## Iteration 10 lambda =  -0.4112207 
## Iteration 11 lambda =  -0.4119104 
## Iteration 12 lambda =  -0.4122553 
## Iteration 13 lambda =  -0.4124277 
## Iteration 14 lambda =  -0.4125139 
## Iteration 15 lambda =  -0.412557 
## Iteration 16 lambda =  -0.4125786 
## Iteration 17 lambda =  -0.4125894 
## Iteration 18 lambda =  -0.4125948 
## Iteration 19 lambda =  -0.4125974 
## Iteration 20 lambda =  -0.4125988 
## Iteration 21 lambda =  -0.4125995 
## Iteration 22 lambda =  -0.4125998 
## Iteration 23 lambda =  -0.4126 
## Iteration 24 lambda =  -0.4126001 
## Iteration 1 lambda =  0.3174572 
## Iteration 2 lambda =  -0.02381426 
## Iteration 3 lambda =  -0.19445 
## Iteration 4 lambda =  -0.2797678 
## Iteration 5 lambda =  -0.3224268 
## Iteration 6 lambda =  -0.3437562 
## Iteration 7 lambda =  -0.3544209 
## Iteration 8 lambda =  -0.3597533 
## Iteration 9 lambda =  -0.3624195 
## Iteration 10 lambda =  -0.3637526 
## Iteration 11 lambda =  -0.3644191 
## Iteration 12 lambda =  -0.3647524 
## Iteration 13 lambda =  -0.364919 
## Iteration 14 lambda =  -0.3650024 
## Iteration 15 lambda =  -0.365044 
## Iteration 16 lambda =  -0.3650648 
## Iteration 17 lambda =  -0.3650753 
## Iteration 18 lambda =  -0.3650805 
## Iteration 19 lambda =  -0.3650831 
## Iteration 20 lambda =  -0.3650844 
## Iteration 21 lambda =  -0.365085 
## Iteration 22 lambda =  -0.3650854 
## Iteration 23 lambda =  -0.3650855 
## Iteration 24 lambda =  -0.3650856 
## Iteration 1 lambda =  0.3229929 
## Iteration 2 lambda =  -0.01551059 
## Iteration 3 lambda =  -0.1847624 
## Iteration 4 lambda =  -0.2693882 
## Iteration 5 lambda =  -0.3117012 
## Iteration 6 lambda =  -0.3328577 
## Iteration 7 lambda =  -0.3434359 
## Iteration 8 lambda =  -0.348725 
## Iteration 9 lambda =  -0.3513696 
## Iteration 10 lambda =  -0.3526918 
## Iteration 11 lambda =  -0.353353 
## Iteration 12 lambda =  -0.3536836 
## Iteration 13 lambda =  -0.3538488 
## Iteration 14 lambda =  -0.3539315 
## Iteration 15 lambda =  -0.3539728 
## Iteration 16 lambda =  -0.3539935 
## Iteration 17 lambda =  -0.3540038 
## Iteration 18 lambda =  -0.354009 
## Iteration 19 lambda =  -0.3540115 
## Iteration 20 lambda =  -0.3540128 
## Iteration 21 lambda =  -0.3540135 
## Iteration 22 lambda =  -0.3540138 
## Iteration 23 lambda =  -0.354014 
## Iteration 24 lambda =  -0.354014 
## Iteration 1 lambda =  0.3182635 
## Iteration 2 lambda =  -0.02260473 
## Iteration 3 lambda =  -0.1930389 
## Iteration 4 lambda =  -0.2782559 
## Iteration 5 lambda =  -0.3208644 
## Iteration 6 lambda =  -0.3421687 
## Iteration 7 lambda =  -0.3528208 
## Iteration 8 lambda =  -0.3581469 
## Iteration 9 lambda =  -0.3608099 
## Iteration 10 lambda =  -0.3621415 
## Iteration 11 lambda =  -0.3628072 
## Iteration 12 lambda =  -0.3631401 
## Iteration 13 lambda =  -0.3633065 
## Iteration 14 lambda =  -0.3633898 
## Iteration 15 lambda =  -0.3634314 
## Iteration 16 lambda =  -0.3634522 
## Iteration 17 lambda =  -0.3634626 
## Iteration 18 lambda =  -0.3634678 
## Iteration 19 lambda =  -0.3634704 
## Iteration 20 lambda =  -0.3634717 
## Iteration 21 lambda =  -0.3634723 
## Iteration 22 lambda =  -0.3634726 
## Iteration 23 lambda =  -0.3634728 
## Iteration 24 lambda =  -0.3634729 
## Iteration 1 lambda =  0.2962521 
## Iteration 2 lambda =  -0.0556219 
## Iteration 3 lambda =  -0.2315589 
## Iteration 4 lambda =  -0.3195274 
## Iteration 5 lambda =  -0.3635116 
## Iteration 6 lambda =  -0.3855037 
## Iteration 7 lambda =  -0.3964998 
## Iteration 8 lambda =  -0.4019978 
## Iteration 9 lambda =  -0.4047469 
## Iteration 10 lambda =  -0.4061214 
## Iteration 11 lambda =  -0.4068086 
## Iteration 12 lambda =  -0.4071522 
## Iteration 13 lambda =  -0.4073241 
## Iteration 14 lambda =  -0.40741 
## Iteration 15 lambda =  -0.4074529 
## Iteration 16 lambda =  -0.4074744 
## Iteration 17 lambda =  -0.4074851 
## Iteration 18 lambda =  -0.4074905 
## Iteration 19 lambda =  -0.4074932 
## Iteration 20 lambda =  -0.4074945 
## Iteration 21 lambda =  -0.4074952 
## Iteration 22 lambda =  -0.4074955 
## Iteration 23 lambda =  -0.4074957 
## Iteration 24 lambda =  -0.4074958 
## Iteration 1 lambda =  0.3441167 
## Iteration 2 lambda =  0.01617498 
## Iteration 3 lambda =  -0.1477959 
## Iteration 4 lambda =  -0.2297813 
## Iteration 5 lambda =  -0.270774 
## Iteration 6 lambda =  -0.2912703 
## Iteration 7 lambda =  -0.3015185 
## Iteration 8 lambda =  -0.3066426 
## Iteration 9 lambda =  -0.3092046 
## Iteration 10 lambda =  -0.3104857 
## Iteration 11 lambda =  -0.3111262 
## Iteration 12 lambda =  -0.3114464 
## Iteration 13 lambda =  -0.3116066 
## Iteration 14 lambda =  -0.3116866 
## Iteration 15 lambda =  -0.3117267 
## Iteration 16 lambda =  -0.3117467 
## Iteration 17 lambda =  -0.3117567 
## Iteration 18 lambda =  -0.3117617 
## Iteration 19 lambda =  -0.3117642 
## Iteration 20 lambda =  -0.3117654 
## Iteration 21 lambda =  -0.3117661 
## Iteration 22 lambda =  -0.3117664 
## Iteration 23 lambda =  -0.3117665 
## Iteration 24 lambda =  -0.3117666 
## Iteration 1 lambda =  0.2918168 
## Iteration 2 lambda =  -0.06227487 
## Iteration 3 lambda =  -0.2393207 
## Iteration 4 lambda =  -0.3278436 
## Iteration 5 lambda =  -0.372105 
## Iteration 6 lambda =  -0.3942358 
## Iteration 7 lambda =  -0.4053011 
## Iteration 8 lambda =  -0.4108338 
## Iteration 9 lambda =  -0.4136001 
## Iteration 10 lambda =  -0.4149833 
## Iteration 11 lambda =  -0.4156749 
## Iteration 12 lambda =  -0.4160207 
## Iteration 13 lambda =  -0.4161936 
## Iteration 14 lambda =  -0.41628 
## Iteration 15 lambda =  -0.4163233 
## Iteration 16 lambda =  -0.4163449 
## Iteration 17 lambda =  -0.4163557 
## Iteration 18 lambda =  -0.4163611 
## Iteration 19 lambda =  -0.4163638 
## Iteration 20 lambda =  -0.4163651 
## Iteration 21 lambda =  -0.4163658 
## Iteration 22 lambda =  -0.4163662 
## Iteration 23 lambda =  -0.4163663 
## Iteration 24 lambda =  -0.4163664 
## Iteration 1 lambda =  0.3053031 
## Iteration 2 lambda =  -0.04204539 
## Iteration 3 lambda =  -0.2157196 
## Iteration 4 lambda =  -0.3025567 
## Iteration 5 lambda =  -0.3459753 
## Iteration 6 lambda =  -0.3676846 
## Iteration 7 lambda =  -0.3785392 
## Iteration 8 lambda =  -0.3839665 
## Iteration 9 lambda =  -0.3866802 
## Iteration 10 lambda =  -0.388037 
## Iteration 11 lambda =  -0.3887154 
## Iteration 12 lambda =  -0.3890546 
## Iteration 13 lambda =  -0.3892242 
## Iteration 14 lambda =  -0.389309 
## Iteration 15 lambda =  -0.3893514 
## Iteration 16 lambda =  -0.3893726 
## Iteration 17 lambda =  -0.3893832 
## Iteration 18 lambda =  -0.3893885 
## Iteration 19 lambda =  -0.3893912 
## Iteration 20 lambda =  -0.3893925 
## Iteration 21 lambda =  -0.3893932 
## Iteration 22 lambda =  -0.3893935 
## Iteration 23 lambda =  -0.3893937 
## Iteration 24 lambda =  -0.3893938 
## Iteration 1 lambda =  0.3587165 
## Iteration 2 lambda =  0.03807469 
## Iteration 3 lambda =  -0.1222462 
## Iteration 4 lambda =  -0.2024066 
## Iteration 5 lambda =  -0.2424869 
## Iteration 6 lambda =  -0.262527 
## Iteration 7 lambda =  -0.272547 
## Iteration 8 lambda =  -0.2775571 
## Iteration 9 lambda =  -0.2800621 
## Iteration 10 lambda =  -0.2813146 
## Iteration 11 lambda =  -0.2819408 
## Iteration 12 lambda =  -0.282254 
## Iteration 13 lambda =  -0.2824105 
## Iteration 14 lambda =  -0.2824888 
## Iteration 15 lambda =  -0.2825279 
## Iteration 16 lambda =  -0.2825475 
## Iteration 17 lambda =  -0.2825573 
## Iteration 18 lambda =  -0.2825622 
## Iteration 19 lambda =  -0.2825646 
## Iteration 20 lambda =  -0.2825659 
## Iteration 21 lambda =  -0.2825665 
## Iteration 22 lambda =  -0.2825668 
## Iteration 23 lambda =  -0.2825669 
## Iteration 24 lambda =  -0.282567 
## Iteration 1 lambda =  0.311121 
## Iteration 2 lambda =  -0.0333185 
## Iteration 3 lambda =  -0.2055382 
## Iteration 4 lambda =  -0.2916481 
## Iteration 5 lambda =  -0.3347031 
## Iteration 6 lambda =  -0.3562305 
## Iteration 7 lambda =  -0.3669943 
## Iteration 8 lambda =  -0.3723761 
## Iteration 9 lambda =  -0.3750671 
## Iteration 10 lambda =  -0.3764125 
## Iteration 11 lambda =  -0.3770853 
## Iteration 12 lambda =  -0.3774216 
## Iteration 13 lambda =  -0.3775898 
## Iteration 14 lambda =  -0.3776739 
## Iteration 15 lambda =  -0.377716 
## Iteration 16 lambda =  -0.377737 
## Iteration 17 lambda =  -0.3777475 
## Iteration 18 lambda =  -0.3777527 
## Iteration 19 lambda =  -0.3777554 
## Iteration 20 lambda =  -0.3777567 
## Iteration 21 lambda =  -0.3777573 
## Iteration 22 lambda =  -0.3777577 
## Iteration 23 lambda =  -0.3777578 
## Iteration 24 lambda =  -0.3777579 
## Iteration 1 lambda =  0.2715294 
## Iteration 2 lambda =  -0.09270586 
## Iteration 3 lambda =  -0.2748235 
## Iteration 4 lambda =  -0.3658823 
## Iteration 5 lambda =  -0.4114117 
## Iteration 6 lambda =  -0.4341764 
## Iteration 7 lambda =  -0.4455588 
## Iteration 8 lambda =  -0.45125 
## Iteration 9 lambda =  -0.4540956 
## Iteration 10 lambda =  -0.4555183 
## Iteration 11 lambda =  -0.4562297 
## Iteration 12 lambda =  -0.4565854 
## Iteration 13 lambda =  -0.4567633 
## Iteration 14 lambda =  -0.4568522 
## Iteration 15 lambda =  -0.4568967 
## Iteration 16 lambda =  -0.4569189 
## Iteration 17 lambda =  -0.45693 
## Iteration 18 lambda =  -0.4569356 
## Iteration 19 lambda =  -0.4569384 
## Iteration 20 lambda =  -0.4569398 
## Iteration 21 lambda =  -0.4569404 
## Iteration 22 lambda =  -0.4569408 
## Iteration 23 lambda =  -0.456941 
## Iteration 24 lambda =  -0.4569411 
## Iteration 1 lambda =  0.3003995 
## Iteration 2 lambda =  -0.04940073 
## Iteration 3 lambda =  -0.2243009 
## Iteration 4 lambda =  -0.3117509 
## Iteration 5 lambda =  -0.3554759 
## Iteration 6 lambda =  -0.3773385 
## Iteration 7 lambda =  -0.3882697 
## Iteration 8 lambda =  -0.3937353 
## Iteration 9 lambda =  -0.3964682 
## Iteration 10 lambda =  -0.3978346 
## Iteration 11 lambda =  -0.3985178 
## Iteration 12 lambda =  -0.3988594 
## Iteration 13 lambda =  -0.3990302 
## Iteration 14 lambda =  -0.3991156 
## Iteration 15 lambda =  -0.3991583 
## Iteration 16 lambda =  -0.3991796 
## Iteration 17 lambda =  -0.3991903 
## Iteration 18 lambda =  -0.3991956 
## Iteration 19 lambda =  -0.3991983 
## Iteration 20 lambda =  -0.3991996 
## Iteration 21 lambda =  -0.3992003 
## Iteration 22 lambda =  -0.3992006 
## Iteration 23 lambda =  -0.3992008 
## Iteration 24 lambda =  -0.3992009 
## Iteration 1 lambda =  0.2817516 
## Iteration 2 lambda =  -0.07737266 
## Iteration 3 lambda =  -0.2569348 
## Iteration 4 lambda =  -0.3467158 
## Iteration 5 lambda =  -0.3916064 
## Iteration 6 lambda =  -0.4140516 
## Iteration 7 lambda =  -0.4252743 
## Iteration 8 lambda =  -0.4308856 
## Iteration 9 lambda =  -0.4336912 
## Iteration 10 lambda =  -0.4350941 
## Iteration 11 lambda =  -0.4357955 
## Iteration 12 lambda =  -0.4361462 
## Iteration 13 lambda =  -0.4363215 
## Iteration 14 lambda =  -0.4364092 
## Iteration 15 lambda =  -0.436453 
## Iteration 16 lambda =  -0.436475 
## Iteration 17 lambda =  -0.4364859 
## Iteration 18 lambda =  -0.4364914 
## Iteration 19 lambda =  -0.4364941 
## Iteration 20 lambda =  -0.4364955 
## Iteration 21 lambda =  -0.4364962 
## Iteration 22 lambda =  -0.4364965 
## Iteration 23 lambda =  -0.4364967 
## Iteration 24 lambda =  -0.4364968 
## Iteration 1 lambda =  0.3230342 
## Iteration 2 lambda =  -0.01544869 
## Iteration 3 lambda =  -0.1846901 
## Iteration 4 lambda =  -0.2693109 
## Iteration 5 lambda =  -0.3116212 
## Iteration 6 lambda =  -0.3327764 
## Iteration 7 lambda =  -0.343354 
## Iteration 8 lambda =  -0.3486428 
## Iteration 9 lambda =  -0.3512872 
## Iteration 10 lambda =  -0.3526094 
## Iteration 11 lambda =  -0.3532705 
## Iteration 12 lambda =  -0.353601 
## Iteration 13 lambda =  -0.3537663 
## Iteration 14 lambda =  -0.353849 
## Iteration 15 lambda =  -0.3538903 
## Iteration 16 lambda =  -0.3539109 
## Iteration 17 lambda =  -0.3539213 
## Iteration 18 lambda =  -0.3539264 
## Iteration 19 lambda =  -0.353929 
## Iteration 20 lambda =  -0.3539303 
## Iteration 21 lambda =  -0.3539309 
## Iteration 22 lambda =  -0.3539313 
## Iteration 23 lambda =  -0.3539314 
## Iteration 24 lambda =  -0.3539315 
## Iteration 1 lambda =  0.2975882 
## Iteration 2 lambda =  -0.05361776 
## Iteration 3 lambda =  -0.2292207 
## Iteration 4 lambda =  -0.3170222 
## Iteration 5 lambda =  -0.3609229 
## Iteration 6 lambda =  -0.3828733 
## Iteration 7 lambda =  -0.3938485 
## Iteration 8 lambda =  -0.3993361 
## Iteration 9 lambda =  -0.4020799 
## Iteration 10 lambda =  -0.4034518 
## Iteration 11 lambda =  -0.4041377 
## Iteration 12 lambda =  -0.4044807 
## Iteration 13 lambda =  -0.4046522 
## Iteration 14 lambda =  -0.4047379 
## Iteration 15 lambda =  -0.4047808 
## Iteration 16 lambda =  -0.4048022 
## Iteration 17 lambda =  -0.404813 
## Iteration 18 lambda =  -0.4048183 
## Iteration 19 lambda =  -0.404821 
## Iteration 20 lambda =  -0.4048223 
## Iteration 21 lambda =  -0.404823 
## Iteration 22 lambda =  -0.4048233 
## Iteration 23 lambda =  -0.4048235 
## Iteration 24 lambda =  -0.4048236 
## Iteration 1 lambda =  0.3237338 
## Iteration 2 lambda =  -0.01439936 
## Iteration 3 lambda =  -0.1834659 
## Iteration 4 lambda =  -0.2679992 
## Iteration 5 lambda =  -0.3102658 
## Iteration 6 lambda =  -0.3313992 
## Iteration 7 lambda =  -0.3419658 
## Iteration 8 lambda =  -0.3472492 
## Iteration 9 lambda =  -0.3498908 
## Iteration 10 lambda =  -0.3512116 
## Iteration 11 lambda =  -0.3518721 
## Iteration 12 lambda =  -0.3522023 
## Iteration 13 lambda =  -0.3523674 
## Iteration 14 lambda =  -0.3524499 
## Iteration 15 lambda =  -0.3524912 
## Iteration 16 lambda =  -0.3525118 
## Iteration 17 lambda =  -0.3525222 
## Iteration 18 lambda =  -0.3525273 
## Iteration 19 lambda =  -0.3525299 
## Iteration 20 lambda =  -0.3525312 
## Iteration 21 lambda =  -0.3525318 
## Iteration 22 lambda =  -0.3525322 
## Iteration 23 lambda =  -0.3525323 
## Iteration 24 lambda =  -0.3525324 
## Iteration 1 lambda =  0.3141091 
## Iteration 2 lambda =  -0.02883639 
## Iteration 3 lambda =  -0.2003091 
## Iteration 4 lambda =  -0.2860455 
## Iteration 5 lambda =  -0.3289137 
## Iteration 6 lambda =  -0.3503478 
## Iteration 7 lambda =  -0.3610648 
## Iteration 8 lambda =  -0.3664233 
## Iteration 9 lambda =  -0.3691026 
## Iteration 10 lambda =  -0.3704422 
## Iteration 11 lambda =  -0.371112 
## Iteration 12 lambda =  -0.3714469 
## Iteration 13 lambda =  -0.3716144 
## Iteration 14 lambda =  -0.3716981 
## Iteration 15 lambda =  -0.37174 
## Iteration 16 lambda =  -0.3717609 
## Iteration 17 lambda =  -0.3717714 
## Iteration 18 lambda =  -0.3717766 
## Iteration 19 lambda =  -0.3717792 
## Iteration 20 lambda =  -0.3717805 
## Iteration 21 lambda =  -0.3717812 
## Iteration 22 lambda =  -0.3717815 
## Iteration 23 lambda =  -0.3717817 
## Iteration 24 lambda =  -0.3717818 
## Iteration 1 lambda =  0.2584954 
## Iteration 2 lambda =  -0.1122569 
## Iteration 3 lambda =  -0.2976331 
## Iteration 4 lambda =  -0.3903211 
## Iteration 5 lambda =  -0.4366652 
## Iteration 6 lambda =  -0.4598372 
## Iteration 7 lambda =  -0.4714232 
## Iteration 8 lambda =  -0.4772162 
## Iteration 9 lambda =  -0.4801127 
## Iteration 10 lambda =  -0.481561 
## Iteration 11 lambda =  -0.4822851 
## Iteration 12 lambda =  -0.4826471 
## Iteration 13 lambda =  -0.4828282 
## Iteration 14 lambda =  -0.4829187 
## Iteration 15 lambda =  -0.4829639 
## Iteration 16 lambda =  -0.4829866 
## Iteration 17 lambda =  -0.4829979 
## Iteration 18 lambda =  -0.4830035 
## Iteration 19 lambda =  -0.4830064 
## Iteration 20 lambda =  -0.4830078 
## Iteration 21 lambda =  -0.4830085 
## Iteration 22 lambda =  -0.4830089 
## Iteration 23 lambda =  -0.483009 
## Iteration 24 lambda =  -0.4830091 
## Iteration 1 lambda =  0.3254639 
## Iteration 2 lambda =  -0.01180415 
## Iteration 3 lambda =  -0.1804382 
## Iteration 4 lambda =  -0.2647552 
## Iteration 5 lambda =  -0.3069137 
## Iteration 6 lambda =  -0.3279929 
## Iteration 7 lambda =  -0.3385326 
## Iteration 8 lambda =  -0.3438024 
## Iteration 9 lambda =  -0.3464373 
## Iteration 10 lambda =  -0.3477547 
## Iteration 11 lambda =  -0.3484135 
## Iteration 12 lambda =  -0.3487428 
## Iteration 13 lambda =  -0.3489075 
## Iteration 14 lambda =  -0.3489899 
## Iteration 15 lambda =  -0.349031 
## Iteration 16 lambda =  -0.3490516 
## Iteration 17 lambda =  -0.3490619 
## Iteration 18 lambda =  -0.3490671 
## Iteration 19 lambda =  -0.3490696 
## Iteration 20 lambda =  -0.3490709 
## Iteration 21 lambda =  -0.3490716 
## Iteration 22 lambda =  -0.3490719 
## Iteration 23 lambda =  -0.349072 
## Iteration 24 lambda =  -0.3490721 
## Iteration 1 lambda =  0.3363772 
## Iteration 2 lambda =  0.004565844 
## Iteration 3 lambda =  -0.1613398 
## Iteration 4 lambda =  -0.2442927 
## Iteration 5 lambda =  -0.2857691 
## Iteration 6 lambda =  -0.3065073 
## Iteration 7 lambda =  -0.3168764 
## Iteration 8 lambda =  -0.322061 
## Iteration 9 lambda =  -0.3246533 
## Iteration 10 lambda =  -0.3259494 
## Iteration 11 lambda =  -0.3265975 
## Iteration 12 lambda =  -0.3269215 
## Iteration 13 lambda =  -0.3270835 
## Iteration 14 lambda =  -0.3271645 
## Iteration 15 lambda =  -0.327205 
## Iteration 16 lambda =  -0.3272253 
## Iteration 17 lambda =  -0.3272354 
## Iteration 18 lambda =  -0.3272405 
## Iteration 19 lambda =  -0.327243 
## Iteration 20 lambda =  -0.3272443 
## Iteration 21 lambda =  -0.3272449 
## Iteration 22 lambda =  -0.3272452 
## Iteration 23 lambda =  -0.3272454 
## Iteration 24 lambda =  -0.3272455 
## Iteration 1 lambda =  0.2911995 
## Iteration 2 lambda =  -0.06320068 
## Iteration 3 lambda =  -0.2404008 
## Iteration 4 lambda =  -0.3290008 
## Iteration 5 lambda =  -0.3733009 
## Iteration 6 lambda =  -0.3954509 
## Iteration 7 lambda =  -0.4065259 
## Iteration 8 lambda =  -0.4120634 
## Iteration 9 lambda =  -0.4148322 
## Iteration 10 lambda =  -0.4162165 
## Iteration 11 lambda =  -0.4169087 
## Iteration 12 lambda =  -0.4172548 
## Iteration 13 lambda =  -0.4174279 
## Iteration 14 lambda =  -0.4175144 
## Iteration 15 lambda =  -0.4175576 
## Iteration 16 lambda =  -0.4175793 
## Iteration 17 lambda =  -0.4175901 
## Iteration 18 lambda =  -0.4175955 
## Iteration 19 lambda =  -0.4175982 
## Iteration 20 lambda =  -0.4175995 
## Iteration 21 lambda =  -0.4176002 
## Iteration 22 lambda =  -0.4176006 
## Iteration 23 lambda =  -0.4176007 
## Iteration 24 lambda =  -0.4176008 
## Iteration 1 lambda =  0.3148029 
## Iteration 2 lambda =  -0.02779561 
## Iteration 3 lambda =  -0.1990949 
## Iteration 4 lambda =  -0.2847445 
## Iteration 5 lambda =  -0.3275693 
## Iteration 6 lambda =  -0.3489817 
## Iteration 7 lambda =  -0.3596879 
## Iteration 8 lambda =  -0.365041 
## Iteration 9 lambda =  -0.3677176 
## Iteration 10 lambda =  -0.3690559 
## Iteration 11 lambda =  -0.369725 
## Iteration 12 lambda =  -0.3700596 
## Iteration 13 lambda =  -0.3702269 
## Iteration 14 lambda =  -0.3703105 
## Iteration 15 lambda =  -0.3703523 
## Iteration 16 lambda =  -0.3703732 
## Iteration 17 lambda =  -0.3703837 
## Iteration 18 lambda =  -0.3703889 
## Iteration 19 lambda =  -0.3703915 
## Iteration 20 lambda =  -0.3703928 
## Iteration 21 lambda =  -0.3703935 
## Iteration 22 lambda =  -0.3703938 
## Iteration 23 lambda =  -0.370394 
## Iteration 24 lambda =  -0.3703941 
## Iteration 1 lambda =  0.2699963 
## Iteration 2 lambda =  -0.09500554 
## Iteration 3 lambda =  -0.2775065 
## Iteration 4 lambda =  -0.3687569 
## Iteration 5 lambda =  -0.4143822 
## Iteration 6 lambda =  -0.4371948 
## Iteration 7 lambda =  -0.4486011 
## Iteration 8 lambda =  -0.4543042 
## Iteration 9 lambda =  -0.4571558 
## Iteration 10 lambda =  -0.4585816 
## Iteration 11 lambda =  -0.4592945 
## Iteration 12 lambda =  -0.4596509 
## Iteration 13 lambda =  -0.4598292 
## Iteration 14 lambda =  -0.4599183 
## Iteration 15 lambda =  -0.4599628 
## Iteration 16 lambda =  -0.4599851 
## Iteration 17 lambda =  -0.4599963 
## Iteration 18 lambda =  -0.4600018 
## Iteration 19 lambda =  -0.4600046 
## Iteration 20 lambda =  -0.460006 
## Iteration 21 lambda =  -0.4600067 
## Iteration 22 lambda =  -0.460007 
## Iteration 23 lambda =  -0.4600072 
## Iteration 24 lambda =  -0.4600073 
## Iteration 1 lambda =  0.3100179 
## Iteration 2 lambda =  -0.03497322 
## Iteration 3 lambda =  -0.2074688 
## Iteration 4 lambda =  -0.2937165 
## Iteration 5 lambda =  -0.3368404 
## Iteration 6 lambda =  -0.3584024 
## Iteration 7 lambda =  -0.3691833 
## Iteration 8 lambda =  -0.3745738 
## Iteration 9 lambda =  -0.377269 
## Iteration 10 lambda =  -0.3786167 
## Iteration 11 lambda =  -0.3792905 
## Iteration 12 lambda =  -0.3796274 
## Iteration 13 lambda =  -0.3797958 
## Iteration 14 lambda =  -0.3798801 
## Iteration 15 lambda =  -0.3799222 
## Iteration 16 lambda =  -0.3799432 
## Iteration 17 lambda =  -0.3799538 
## Iteration 18 lambda =  -0.379959 
## Iteration 19 lambda =  -0.3799617 
## Iteration 20 lambda =  -0.379963 
## Iteration 21 lambda =  -0.3799636 
## Iteration 22 lambda =  -0.379964 
## Iteration 23 lambda =  -0.3799641 
## Iteration 24 lambda =  -0.3799642 
## Iteration 1 lambda =  0.2793478 
## Iteration 2 lambda =  -0.08097837 
## Iteration 3 lambda =  -0.2611414 
## Iteration 4 lambda =  -0.351223 
## Iteration 5 lambda =  -0.3962637 
## Iteration 6 lambda =  -0.4187841 
## Iteration 7 lambda =  -0.4300443 
## Iteration 8 lambda =  -0.4356744 
## Iteration 9 lambda =  -0.4384895 
## Iteration 10 lambda =  -0.439897 
## Iteration 11 lambda =  -0.4406007 
## Iteration 12 lambda =  -0.4409526 
## Iteration 13 lambda =  -0.4411286 
## Iteration 14 lambda =  -0.4412165 
## Iteration 15 lambda =  -0.4412605 
## Iteration 16 lambda =  -0.4412825 
## Iteration 17 lambda =  -0.4412935 
## Iteration 18 lambda =  -0.441299 
## Iteration 19 lambda =  -0.4413017 
## Iteration 20 lambda =  -0.4413031 
## Iteration 21 lambda =  -0.4413038 
## Iteration 22 lambda =  -0.4413042 
## Iteration 23 lambda =  -0.4413043 
## Iteration 24 lambda =  -0.4413044 
## Iteration 1 lambda =  0.3112494 
## Iteration 2 lambda =  -0.03312591 
## Iteration 3 lambda =  -0.2053136 
## Iteration 4 lambda =  -0.2914074 
## Iteration 5 lambda =  -0.3344543 
## Iteration 6 lambda =  -0.3559778 
## Iteration 7 lambda =  -0.3667395 
## Iteration 8 lambda =  -0.3721203 
## Iteration 9 lambda =  -0.3748108 
## Iteration 10 lambda =  -0.376156 
## Iteration 11 lambda =  -0.3768286 
## Iteration 12 lambda =  -0.3771649 
## Iteration 13 lambda =  -0.3773331 
## Iteration 14 lambda =  -0.3774171 
## Iteration 15 lambda =  -0.3774592 
## Iteration 16 lambda =  -0.3774802 
## Iteration 17 lambda =  -0.3774907 
## Iteration 18 lambda =  -0.377496 
## Iteration 19 lambda =  -0.3774986 
## Iteration 20 lambda =  -0.3774999 
## Iteration 21 lambda =  -0.3775006 
## Iteration 22 lambda =  -0.3775009 
## Iteration 23 lambda =  -0.377501 
## Iteration 24 lambda =  -0.3775011 
## Iteration 1 lambda =  0.3143752 
## Iteration 2 lambda =  -0.02843722 
## Iteration 3 lambda =  -0.1998434 
## Iteration 4 lambda =  -0.2855465 
## Iteration 5 lambda =  -0.3283981 
## Iteration 6 lambda =  -0.3498238 
## Iteration 7 lambda =  -0.3605367 
## Iteration 8 lambda =  -0.3658932 
## Iteration 9 lambda =  -0.3685714 
## Iteration 10 lambda =  -0.3699105 
## Iteration 11 lambda =  -0.3705801 
## Iteration 12 lambda =  -0.3709148 
## Iteration 13 lambda =  -0.3710822 
## Iteration 14 lambda =  -0.3711659 
## Iteration 15 lambda =  -0.3712078 
## Iteration 16 lambda =  -0.3712287 
## Iteration 17 lambda =  -0.3712392 
## Iteration 18 lambda =  -0.3712444 
## Iteration 19 lambda =  -0.371247 
## Iteration 20 lambda =  -0.3712483 
## Iteration 21 lambda =  -0.371249 
## Iteration 22 lambda =  -0.3712493 
## Iteration 23 lambda =  -0.3712495 
## Iteration 24 lambda =  -0.3712495 
## Iteration 1 lambda =  0.3004486 
## Iteration 2 lambda =  -0.0493271 
## Iteration 3 lambda =  -0.2242149 
## Iteration 4 lambda =  -0.3116589 
## Iteration 5 lambda =  -0.3553808 
## Iteration 6 lambda =  -0.3772418 
## Iteration 7 lambda =  -0.3881723 
## Iteration 8 lambda =  -0.3936375 
## Iteration 9 lambda =  -0.3963702 
## Iteration 10 lambda =  -0.3977365 
## Iteration 11 lambda =  -0.3984196 
## Iteration 12 lambda =  -0.3987612 
## Iteration 13 lambda =  -0.398932 
## Iteration 14 lambda =  -0.3990174 
## Iteration 15 lambda =  -0.3990601 
## Iteration 16 lambda =  -0.3990814 
## Iteration 17 lambda =  -0.3990921 
## Iteration 18 lambda =  -0.3990975 
## Iteration 19 lambda =  -0.3991001 
## Iteration 20 lambda =  -0.3991015 
## Iteration 21 lambda =  -0.3991021 
## Iteration 22 lambda =  -0.3991025 
## Iteration 23 lambda =  -0.3991026 
## Iteration 24 lambda =  -0.3991027 
## Iteration 1 lambda =  0.3110161 
## Iteration 2 lambda =  -0.03347583 
## Iteration 3 lambda =  -0.2057218 
## Iteration 4 lambda =  -0.2918448 
## Iteration 5 lambda =  -0.3349063 
## Iteration 6 lambda =  -0.356437 
## Iteration 7 lambda =  -0.3672024 
## Iteration 8 lambda =  -0.3725851 
## Iteration 9 lambda =  -0.3752764 
## Iteration 10 lambda =  -0.3766221 
## Iteration 11 lambda =  -0.3772949 
## Iteration 12 lambda =  -0.3776314 
## Iteration 13 lambda =  -0.3777996 
## Iteration 14 lambda =  -0.3778837 
## Iteration 15 lambda =  -0.3779257 
## Iteration 16 lambda =  -0.3779467 
## Iteration 17 lambda =  -0.3779573 
## Iteration 18 lambda =  -0.3779625 
## Iteration 19 lambda =  -0.3779651 
## Iteration 20 lambda =  -0.3779665 
## Iteration 21 lambda =  -0.3779671 
## Iteration 22 lambda =  -0.3779674 
## Iteration 23 lambda =  -0.3779676 
## Iteration 24 lambda =  -0.3779677 
## Iteration 1 lambda =  0.3280537 
## Iteration 2 lambda =  -0.007919445 
## Iteration 3 lambda =  -0.175906 
## Iteration 4 lambda =  -0.2598993 
## Iteration 5 lambda =  -0.3018959 
## Iteration 6 lambda =  -0.3228943 
## Iteration 7 lambda =  -0.3333934 
## Iteration 8 lambda =  -0.338643 
## Iteration 9 lambda =  -0.3412678 
## Iteration 10 lambda =  -0.3425802 
## Iteration 11 lambda =  -0.3432364 
## Iteration 12 lambda =  -0.3435645 
## Iteration 13 lambda =  -0.3437285 
## Iteration 14 lambda =  -0.3438106 
## Iteration 15 lambda =  -0.3438516 
## Iteration 16 lambda =  -0.3438721 
## Iteration 17 lambda =  -0.3438823 
## Iteration 18 lambda =  -0.3438875 
## Iteration 19 lambda =  -0.34389 
## Iteration 20 lambda =  -0.3438913 
## Iteration 21 lambda =  -0.343892 
## Iteration 22 lambda =  -0.3438923 
## Iteration 23 lambda =  -0.3438924 
## Iteration 24 lambda =  -0.3438925 
## Iteration 1 lambda =  0.2555981 
## Iteration 2 lambda =  -0.1166029 
## Iteration 3 lambda =  -0.3027033 
## Iteration 4 lambda =  -0.3957536 
## Iteration 5 lambda =  -0.4422787 
## Iteration 6 lambda =  -0.4655412 
## Iteration 7 lambda =  -0.4771725 
## Iteration 8 lambda =  -0.4829882 
## Iteration 9 lambda =  -0.485896 
## Iteration 10 lambda =  -0.4873499 
## Iteration 11 lambda =  -0.4880768 
## Iteration 12 lambda =  -0.4884403 
## Iteration 13 lambda =  -0.4886221 
## Iteration 14 lambda =  -0.4887129 
## Iteration 15 lambda =  -0.4887584 
## Iteration 16 lambda =  -0.4887811 
## Iteration 17 lambda =  -0.4887924 
## Iteration 18 lambda =  -0.4887981 
## Iteration 19 lambda =  -0.488801 
## Iteration 20 lambda =  -0.4888024 
## Iteration 21 lambda =  -0.4888031 
## Iteration 22 lambda =  -0.4888034 
## Iteration 23 lambda =  -0.4888036 
## Iteration 24 lambda =  -0.4888037 
## Iteration 1 lambda =  0.2878401 
## Iteration 2 lambda =  -0.06823986 
## Iteration 3 lambda =  -0.2462798 
## Iteration 4 lambda =  -0.3352998 
## Iteration 5 lambda =  -0.3798098 
## Iteration 6 lambda =  -0.4020648 
## Iteration 7 lambda =  -0.4131923 
## Iteration 8 lambda =  -0.4187561 
## Iteration 9 lambda =  -0.4215379 
## Iteration 10 lambda =  -0.4229289 
## Iteration 11 lambda =  -0.4236243 
## Iteration 12 lambda =  -0.4239721 
## Iteration 13 lambda =  -0.4241459 
## Iteration 14 lambda =  -0.4242329 
## Iteration 15 lambda =  -0.4242763 
## Iteration 16 lambda =  -0.4242981 
## Iteration 17 lambda =  -0.4243089 
## Iteration 18 lambda =  -0.4243144 
## Iteration 19 lambda =  -0.4243171 
## Iteration 20 lambda =  -0.4243185 
## Iteration 21 lambda =  -0.4243191 
## Iteration 22 lambda =  -0.4243195 
## Iteration 23 lambda =  -0.4243196 
## Iteration 24 lambda =  -0.4243197 
## Iteration 1 lambda =  0.2891959 
## Iteration 2 lambda =  -0.06620618 
## Iteration 3 lambda =  -0.2439072 
## Iteration 4 lambda =  -0.3327577 
## Iteration 5 lambda =  -0.377183 
## Iteration 6 lambda =  -0.3993956 
## Iteration 7 lambda =  -0.4105019 
## Iteration 8 lambda =  -0.4160551 
## Iteration 9 lambda =  -0.4188317 
## Iteration 10 lambda =  -0.4202199 
## Iteration 11 lambda =  -0.4209141 
## Iteration 12 lambda =  -0.4212612 
## Iteration 13 lambda =  -0.4214347 
## Iteration 14 lambda =  -0.4215215 
## Iteration 15 lambda =  -0.4215649 
## Iteration 16 lambda =  -0.4215865 
## Iteration 17 lambda =  -0.4215974 
## Iteration 18 lambda =  -0.4216028 
## Iteration 19 lambda =  -0.4216055 
## Iteration 20 lambda =  -0.4216069 
## Iteration 21 lambda =  -0.4216076 
## Iteration 22 lambda =  -0.4216079 
## Iteration 23 lambda =  -0.4216081 
## Iteration 24 lambda =  -0.4216082 
## Iteration 1 lambda =  0.3263083 
## Iteration 2 lambda =  -0.01053762 
## Iteration 3 lambda =  -0.1789606 
## Iteration 4 lambda =  -0.263172 
## Iteration 5 lambda =  -0.3052778 
## Iteration 6 lambda =  -0.3263306 
## Iteration 7 lambda =  -0.3368571 
## Iteration 8 lambda =  -0.3421203 
## Iteration 9 lambda =  -0.3447519 
## Iteration 10 lambda =  -0.3460677 
## Iteration 11 lambda =  -0.3467256 
## Iteration 12 lambda =  -0.3470545 
## Iteration 13 lambda =  -0.347219 
## Iteration 14 lambda =  -0.3473013 
## Iteration 15 lambda =  -0.3473424 
## Iteration 16 lambda =  -0.3473629 
## Iteration 17 lambda =  -0.3473732 
## Iteration 18 lambda =  -0.3473783 
## Iteration 19 lambda =  -0.3473809 
## Iteration 20 lambda =  -0.3473822 
## Iteration 21 lambda =  -0.3473828 
## Iteration 22 lambda =  -0.3473832 
## Iteration 23 lambda =  -0.3473833 
## Iteration 24 lambda =  -0.3473834 
## Iteration 1 lambda =  0.3231363 
## Iteration 2 lambda =  -0.01529559 
## Iteration 3 lambda =  -0.1845115 
## Iteration 4 lambda =  -0.2691195 
## Iteration 5 lambda =  -0.3114235 
## Iteration 6 lambda =  -0.3325755 
## Iteration 7 lambda =  -0.3431515 
## Iteration 8 lambda =  -0.3484395 
## Iteration 9 lambda =  -0.3510835 
## Iteration 10 lambda =  -0.3524055 
## Iteration 11 lambda =  -0.3530665 
## Iteration 12 lambda =  -0.353397 
## Iteration 13 lambda =  -0.3535622 
## Iteration 14 lambda =  -0.3536448 
## Iteration 15 lambda =  -0.3536861 
## Iteration 16 lambda =  -0.3537068 
## Iteration 17 lambda =  -0.3537171 
## Iteration 18 lambda =  -0.3537223 
## Iteration 19 lambda =  -0.3537249 
## Iteration 20 lambda =  -0.3537262 
## Iteration 21 lambda =  -0.3537268 
## Iteration 22 lambda =  -0.3537271 
## Iteration 23 lambda =  -0.3537273 
## Iteration 24 lambda =  -0.3537274 
## Iteration 1 lambda =  0.3295443 
## Iteration 2 lambda =  -0.005683537 
## Iteration 3 lambda =  -0.1732975 
## Iteration 4 lambda =  -0.2571044 
## Iteration 5 lambda =  -0.2990079 
## Iteration 6 lambda =  -0.3199596 
## Iteration 7 lambda =  -0.3304355 
## Iteration 8 lambda =  -0.3356734 
## Iteration 9 lambda =  -0.3382924 
## Iteration 10 lambda =  -0.3396019 
## Iteration 11 lambda =  -0.3402566 
## Iteration 12 lambda =  -0.340584 
## Iteration 13 lambda =  -0.3407477 
## Iteration 14 lambda =  -0.3408295 
## Iteration 15 lambda =  -0.3408705 
## Iteration 16 lambda =  -0.3408909 
## Iteration 17 lambda =  -0.3409012 
## Iteration 18 lambda =  -0.3409063 
## Iteration 19 lambda =  -0.3409088 
## Iteration 20 lambda =  -0.3409101 
## Iteration 21 lambda =  -0.3409107 
## Iteration 22 lambda =  -0.3409111 
## Iteration 23 lambda =  -0.3409112 
## Iteration 24 lambda =  -0.3409113 
## Iteration 1 lambda =  0.3222841 
## Iteration 2 lambda =  -0.01657391 
## Iteration 3 lambda =  -0.1860029 
## Iteration 4 lambda =  -0.2707174 
## Iteration 5 lambda =  -0.3130746 
## Iteration 6 lambda =  -0.3342533 
## Iteration 7 lambda =  -0.3448426 
## Iteration 8 lambda =  -0.3501372 
## Iteration 9 lambda =  -0.3527845 
## Iteration 10 lambda =  -0.3541082 
## Iteration 11 lambda =  -0.35477 
## Iteration 12 lambda =  -0.355101 
## Iteration 13 lambda =  -0.3552664 
## Iteration 14 lambda =  -0.3553491 
## Iteration 15 lambda =  -0.3553905 
## Iteration 16 lambda =  -0.3554112 
## Iteration 17 lambda =  -0.3554215 
## Iteration 18 lambda =  -0.3554267 
## Iteration 19 lambda =  -0.3554293 
## Iteration 20 lambda =  -0.3554306 
## Iteration 21 lambda =  -0.3554312 
## Iteration 22 lambda =  -0.3554316 
## Iteration 23 lambda =  -0.3554317 
## Iteration 24 lambda =  -0.3554318 
## Iteration 1 lambda =  0.3204214 
## Iteration 2 lambda =  -0.01936792 
## Iteration 3 lambda =  -0.1892626 
## Iteration 4 lambda =  -0.2742099 
## Iteration 5 lambda =  -0.3166836 
## Iteration 6 lambda =  -0.3379204 
## Iteration 7 lambda =  -0.3485388 
## Iteration 8 lambda =  -0.353848 
## Iteration 9 lambda =  -0.3565026 
## Iteration 10 lambda =  -0.3578299 
## Iteration 11 lambda =  -0.3584936 
## Iteration 12 lambda =  -0.3588254 
## Iteration 13 lambda =  -0.3589913 
## Iteration 14 lambda =  -0.3590743 
## Iteration 15 lambda =  -0.3591157 
## Iteration 16 lambda =  -0.3591365 
## Iteration 17 lambda =  -0.3591469 
## Iteration 18 lambda =  -0.359152 
## Iteration 19 lambda =  -0.3591546 
## Iteration 20 lambda =  -0.3591559 
## Iteration 21 lambda =  -0.3591566 
## Iteration 22 lambda =  -0.3591569 
## Iteration 23 lambda =  -0.3591571 
## Iteration 24 lambda =  -0.3591571 
## Iteration 1 lambda =  0.3066064 
## Iteration 2 lambda =  -0.04009041 
## Iteration 3 lambda =  -0.2134388 
## Iteration 4 lambda =  -0.300113 
## Iteration 5 lambda =  -0.3434501 
## Iteration 6 lambda =  -0.3651187 
## Iteration 7 lambda =  -0.3759529 
## Iteration 8 lambda =  -0.3813701 
## Iteration 9 lambda =  -0.3840786 
## Iteration 10 lambda =  -0.3854329 
## Iteration 11 lambda =  -0.3861101 
## Iteration 12 lambda =  -0.3864486 
## Iteration 13 lambda =  -0.3866179 
## Iteration 14 lambda =  -0.3867026 
## Iteration 15 lambda =  -0.3867449 
## Iteration 16 lambda =  -0.386766 
## Iteration 17 lambda =  -0.3867766 
## Iteration 18 lambda =  -0.3867819 
## Iteration 19 lambda =  -0.3867846 
## Iteration 20 lambda =  -0.3867859 
## Iteration 21 lambda =  -0.3867865 
## Iteration 22 lambda =  -0.3867869 
## Iteration 23 lambda =  -0.386787 
## Iteration 24 lambda =  -0.3867871 
## Iteration 1 lambda =  0.295283 
## Iteration 2 lambda =  -0.05707551 
## Iteration 3 lambda =  -0.2332548 
## Iteration 4 lambda =  -0.3213444 
## Iteration 5 lambda =  -0.3653892 
## Iteration 6 lambda =  -0.3874116 
## Iteration 7 lambda =  -0.3984228 
## Iteration 8 lambda =  -0.4039284 
## Iteration 9 lambda =  -0.4066812 
## Iteration 10 lambda =  -0.4080576 
## Iteration 11 lambda =  -0.4087458 
## Iteration 12 lambda =  -0.4090899 
## Iteration 13 lambda =  -0.409262 
## Iteration 14 lambda =  -0.409348 
## Iteration 15 lambda =  -0.409391 
## Iteration 16 lambda =  -0.4094125 
## Iteration 17 lambda =  -0.4094233 
## Iteration 18 lambda =  -0.4094286 
## Iteration 19 lambda =  -0.4094313 
## Iteration 20 lambda =  -0.4094327 
## Iteration 21 lambda =  -0.4094333 
## Iteration 22 lambda =  -0.4094337 
## Iteration 23 lambda =  -0.4094338 
## Iteration 24 lambda =  -0.4094339 
## Iteration 1 lambda =  0.2687949 
## Iteration 2 lambda =  -0.09680763 
## Iteration 3 lambda =  -0.2796089 
## Iteration 4 lambda =  -0.3710095 
## Iteration 5 lambda =  -0.4167099 
## Iteration 6 lambda =  -0.43956 
## Iteration 7 lambda =  -0.4509851 
## Iteration 8 lambda =  -0.4566976 
## Iteration 9 lambda =  -0.4595539 
## Iteration 10 lambda =  -0.460982 
## Iteration 11 lambda =  -0.4616961 
## Iteration 12 lambda =  -0.4620531 
## Iteration 13 lambda =  -0.4622317 
## Iteration 14 lambda =  -0.4623209 
## Iteration 15 lambda =  -0.4623655 
## Iteration 16 lambda =  -0.4623879 
## Iteration 17 lambda =  -0.462399 
## Iteration 18 lambda =  -0.4624046 
## Iteration 19 lambda =  -0.4624074 
## Iteration 20 lambda =  -0.4624088 
## Iteration 21 lambda =  -0.4624095 
## Iteration 22 lambda =  -0.4624098 
## Iteration 23 lambda =  -0.46241 
## Iteration 24 lambda =  -0.4624101 
## Iteration 1 lambda =  0.2646394 
## Iteration 2 lambda =  -0.1030408 
## Iteration 3 lambda =  -0.286881 
## Iteration 4 lambda =  -0.378801 
## Iteration 5 lambda =  -0.4247611 
## Iteration 6 lambda =  -0.4477411 
## Iteration 7 lambda =  -0.4592311 
## Iteration 8 lambda =  -0.4649761 
## Iteration 9 lambda =  -0.4678486 
## Iteration 10 lambda =  -0.4692849 
## Iteration 11 lambda =  -0.470003 
## Iteration 12 lambda =  -0.470362 
## Iteration 13 lambda =  -0.4705416 
## Iteration 14 lambda =  -0.4706313 
## Iteration 15 lambda =  -0.4706762 
## Iteration 16 lambda =  -0.4706987 
## Iteration 17 lambda =  -0.4707099 
## Iteration 18 lambda =  -0.4707155 
## Iteration 19 lambda =  -0.4707183 
## Iteration 20 lambda =  -0.4707197 
## Iteration 21 lambda =  -0.4707204 
## Iteration 22 lambda =  -0.4707208 
## Iteration 23 lambda =  -0.4707209 
## Iteration 24 lambda =  -0.470721 
## Iteration 1 lambda =  0.3056157 
## Iteration 2 lambda =  -0.04157641 
## Iteration 3 lambda =  -0.2151725 
## Iteration 4 lambda =  -0.3019705 
## Iteration 5 lambda =  -0.3453695 
## Iteration 6 lambda =  -0.367069 
## Iteration 7 lambda =  -0.3779188 
## Iteration 8 lambda =  -0.3833437 
## Iteration 9 lambda =  -0.3860561 
## Iteration 10 lambda =  -0.3874123 
## Iteration 11 lambda =  -0.3880904 
## Iteration 12 lambda =  -0.3884295 
## Iteration 13 lambda =  -0.388599 
## Iteration 14 lambda =  -0.3886838 
## Iteration 15 lambda =  -0.3887262 
## Iteration 16 lambda =  -0.3887474 
## Iteration 17 lambda =  -0.388758 
## Iteration 18 lambda =  -0.3887632 
## Iteration 19 lambda =  -0.3887659 
## Iteration 20 lambda =  -0.3887672 
## Iteration 21 lambda =  -0.3887679 
## Iteration 22 lambda =  -0.3887682 
## Iteration 23 lambda =  -0.3887684 
## Iteration 24 lambda =  -0.3887685 
## Iteration 1 lambda =  0.3091861 
## Iteration 2 lambda =  -0.03622088 
## Iteration 3 lambda =  -0.2089244 
## Iteration 4 lambda =  -0.2952761 
## Iteration 5 lambda =  -0.338452 
## Iteration 6 lambda =  -0.3600399 
## Iteration 7 lambda =  -0.3708339 
## Iteration 8 lambda =  -0.3762309 
## Iteration 9 lambda =  -0.3789294 
## Iteration 10 lambda =  -0.3802786 
## Iteration 11 lambda =  -0.3809532 
## Iteration 12 lambda =  -0.3812905 
## Iteration 13 lambda =  -0.3814592 
## Iteration 14 lambda =  -0.3815435 
## Iteration 15 lambda =  -0.3815857 
## Iteration 16 lambda =  -0.3816068 
## Iteration 17 lambda =  -0.3816173 
## Iteration 18 lambda =  -0.3816226 
## Iteration 19 lambda =  -0.3816252 
## Iteration 20 lambda =  -0.3816265 
## Iteration 21 lambda =  -0.3816272 
## Iteration 22 lambda =  -0.3816275 
## Iteration 23 lambda =  -0.3816277 
## Iteration 24 lambda =  -0.3816278 
## Iteration 1 lambda =  0.2769942 
## Iteration 2 lambda =  -0.08450874 
## Iteration 3 lambda =  -0.2652602 
## Iteration 4 lambda =  -0.3556359 
## Iteration 5 lambda =  -0.4008238 
## Iteration 6 lambda =  -0.4234177 
## Iteration 7 lambda =  -0.4347147 
## Iteration 8 lambda =  -0.4403632 
## Iteration 9 lambda =  -0.4431874 
## Iteration 10 lambda =  -0.4445995 
## Iteration 11 lambda =  -0.4453056 
## Iteration 12 lambda =  -0.4456586 
## Iteration 13 lambda =  -0.4458351 
## Iteration 14 lambda =  -0.4459234 
## Iteration 15 lambda =  -0.4459675 
## Iteration 16 lambda =  -0.4459896 
## Iteration 17 lambda =  -0.4460006 
## Iteration 18 lambda =  -0.4460061 
## Iteration 19 lambda =  -0.4460089 
## Iteration 20 lambda =  -0.4460103 
## Iteration 21 lambda =  -0.446011 
## Iteration 22 lambda =  -0.4460113 
## Iteration 23 lambda =  -0.4460115 
## Iteration 24 lambda =  -0.4460116 
## Iteration 1 lambda =  0.3108945 
## Iteration 2 lambda =  -0.03365824 
## Iteration 3 lambda =  -0.2059346 
## Iteration 4 lambda =  -0.2920728 
## Iteration 5 lambda =  -0.3351419 
## Iteration 6 lambda =  -0.3566764 
## Iteration 7 lambda =  -0.3674437 
## Iteration 8 lambda =  -0.3728273 
## Iteration 9 lambda =  -0.3755192 
## Iteration 10 lambda =  -0.3768651 
## Iteration 11 lambda =  -0.377538 
## Iteration 12 lambda =  -0.3778745 
## Iteration 13 lambda =  -0.3780427 
## Iteration 14 lambda =  -0.3781269 
## Iteration 15 lambda =  -0.3781689 
## Iteration 16 lambda =  -0.37819 
## Iteration 17 lambda =  -0.3782005 
## Iteration 18 lambda =  -0.3782057 
## Iteration 19 lambda =  -0.3782084 
## Iteration 20 lambda =  -0.3782097 
## Iteration 21 lambda =  -0.3782103 
## Iteration 22 lambda =  -0.3782107 
## Iteration 23 lambda =  -0.3782108 
## Iteration 24 lambda =  -0.3782109 
## Iteration 1 lambda =  0.3041032 
## Iteration 2 lambda =  -0.04384521 
## Iteration 3 lambda =  -0.2178194 
## Iteration 4 lambda =  -0.3048065 
## Iteration 5 lambda =  -0.3483001 
## Iteration 6 lambda =  -0.3700468 
## Iteration 7 lambda =  -0.3809202 
## Iteration 8 lambda =  -0.3863569 
## Iteration 9 lambda =  -0.3890753 
## Iteration 10 lambda =  -0.3904344 
## Iteration 11 lambda =  -0.391114 
## Iteration 12 lambda =  -0.3914538 
## Iteration 13 lambda =  -0.3916237 
## Iteration 14 lambda =  -0.3917087 
## Iteration 15 lambda =  -0.3917511 
## Iteration 16 lambda =  -0.3917724 
## Iteration 17 lambda =  -0.391783 
## Iteration 18 lambda =  -0.3917883 
## Iteration 19 lambda =  -0.391791 
## Iteration 20 lambda =  -0.3917923 
## Iteration 21 lambda =  -0.391793 
## Iteration 22 lambda =  -0.3917933 
## Iteration 23 lambda =  -0.3917935 
## Iteration 24 lambda =  -0.3917935 
## Iteration 1 lambda =  0.2961306 
## Iteration 2 lambda =  -0.0558041 
## Iteration 3 lambda =  -0.2317714 
## Iteration 4 lambda =  -0.3197551 
## Iteration 5 lambda =  -0.363747 
## Iteration 6 lambda =  -0.3857429 
## Iteration 7 lambda =  -0.3967408 
## Iteration 8 lambda =  -0.4022398 
## Iteration 9 lambda =  -0.4049893 
## Iteration 10 lambda =  -0.4063641 
## Iteration 11 lambda =  -0.4070514 
## Iteration 12 lambda =  -0.4073951 
## Iteration 13 lambda =  -0.407567 
## Iteration 14 lambda =  -0.4076529 
## Iteration 15 lambda =  -0.4076958 
## Iteration 16 lambda =  -0.4077173 
## Iteration 17 lambda =  -0.4077281 
## Iteration 18 lambda =  -0.4077334 
## Iteration 19 lambda =  -0.4077361 
## Iteration 20 lambda =  -0.4077375 
## Iteration 21 lambda =  -0.4077381 
## Iteration 22 lambda =  -0.4077385 
## Iteration 23 lambda =  -0.4077386 
## Iteration 24 lambda =  -0.4077387 
## Iteration 1 lambda =  0.3145416 
## Iteration 2 lambda =  -0.02818755 
## Iteration 3 lambda =  -0.1995521 
## Iteration 4 lambda =  -0.2852344 
## Iteration 5 lambda =  -0.3280756 
## Iteration 6 lambda =  -0.3494962 
## Iteration 7 lambda =  -0.3602064 
## Iteration 8 lambda =  -0.3655616 
## Iteration 9 lambda =  -0.3682392 
## Iteration 10 lambda =  -0.369578 
## Iteration 11 lambda =  -0.3702473 
## Iteration 12 lambda =  -0.370582 
## Iteration 13 lambda =  -0.3707494 
## Iteration 14 lambda =  -0.3708331 
## Iteration 15 lambda =  -0.3708749 
## Iteration 16 lambda =  -0.3708958 
## Iteration 17 lambda =  -0.3709063 
## Iteration 18 lambda =  -0.3709115 
## Iteration 19 lambda =  -0.3709141 
## Iteration 20 lambda =  -0.3709154 
## Iteration 21 lambda =  -0.3709161 
## Iteration 22 lambda =  -0.3709164 
## Iteration 23 lambda =  -0.3709166 
## Iteration 24 lambda =  -0.3709167 
## Iteration 1 lambda =  0.3032447 
## Iteration 2 lambda =  -0.045133 
## Iteration 3 lambda =  -0.2193218 
## Iteration 4 lambda =  -0.3064163 
## Iteration 5 lambda =  -0.3499635 
## Iteration 6 lambda =  -0.3717371 
## Iteration 7 lambda =  -0.3826239 
## Iteration 8 lambda =  -0.3880673 
## Iteration 9 lambda =  -0.390789 
## Iteration 10 lambda =  -0.3921498 
## Iteration 11 lambda =  -0.3928302 
## Iteration 12 lambda =  -0.3931705 
## Iteration 13 lambda =  -0.3933406 
## Iteration 14 lambda =  -0.3934256 
## Iteration 15 lambda =  -0.3934681 
## Iteration 16 lambda =  -0.3934894 
## Iteration 17 lambda =  -0.3935 
## Iteration 18 lambda =  -0.3935054 
## Iteration 19 lambda =  -0.393508 
## Iteration 20 lambda =  -0.3935093 
## Iteration 21 lambda =  -0.39351 
## Iteration 22 lambda =  -0.3935103 
## Iteration 23 lambda =  -0.3935105 
## Iteration 24 lambda =  -0.3935106 
## Iteration 1 lambda =  0.3224289 
## Iteration 2 lambda =  -0.01635671 
## Iteration 3 lambda =  -0.1857495 
## Iteration 4 lambda =  -0.2704459 
## Iteration 5 lambda =  -0.3127941 
## Iteration 6 lambda =  -0.3339682 
## Iteration 7 lambda =  -0.3445552 
## Iteration 8 lambda =  -0.3498488 
## Iteration 9 lambda =  -0.3524955 
## Iteration 10 lambda =  -0.3538189 
## Iteration 11 lambda =  -0.3544806 
## Iteration 12 lambda =  -0.3548114 
## Iteration 13 lambda =  -0.3549769 
## Iteration 14 lambda =  -0.3550596 
## Iteration 15 lambda =  -0.3551009 
## Iteration 16 lambda =  -0.3551216 
## Iteration 17 lambda =  -0.3551319 
## Iteration 18 lambda =  -0.3551371 
## Iteration 19 lambda =  -0.3551397 
## Iteration 20 lambda =  -0.355141 
## Iteration 21 lambda =  -0.3551416 
## Iteration 22 lambda =  -0.355142 
## Iteration 23 lambda =  -0.3551421 
## Iteration 24 lambda =  -0.3551422 
## Iteration 1 lambda =  0.2799697 
## Iteration 2 lambda =  -0.08004539 
## Iteration 3 lambda =  -0.260053 
## Iteration 4 lambda =  -0.3500567 
## Iteration 5 lambda =  -0.3950586 
## Iteration 6 lambda =  -0.4175596 
## Iteration 7 lambda =  -0.42881 
## Iteration 8 lambda =  -0.4344353 
## Iteration 9 lambda =  -0.4372479 
## Iteration 10 lambda =  -0.4386542 
## Iteration 11 lambda =  -0.4393574 
## Iteration 12 lambda =  -0.4397089 
## Iteration 13 lambda =  -0.4398847 
## Iteration 14 lambda =  -0.4399726 
## Iteration 15 lambda =  -0.4400166 
## Iteration 16 lambda =  -0.4400385 
## Iteration 17 lambda =  -0.4400495 
## Iteration 18 lambda =  -0.440055 
## Iteration 19 lambda =  -0.4400578 
## Iteration 20 lambda =  -0.4400591 
## Iteration 21 lambda =  -0.4400598 
## Iteration 22 lambda =  -0.4400602 
## Iteration 23 lambda =  -0.4400603 
## Iteration 24 lambda =  -0.4400604 
## Iteration 1 lambda =  0.2651961 
## Iteration 2 lambda =  -0.1022059 
## Iteration 3 lambda =  -0.2859069 
## Iteration 4 lambda =  -0.3777574 
## Iteration 5 lambda =  -0.4236826 
## Iteration 6 lambda =  -0.4466453 
## Iteration 7 lambda =  -0.4581266 
## Iteration 8 lambda =  -0.4638672 
## Iteration 9 lambda =  -0.4667376 
## Iteration 10 lambda =  -0.4681727 
## Iteration 11 lambda =  -0.4688903 
## Iteration 12 lambda =  -0.4692491 
## Iteration 13 lambda =  -0.4694285 
## Iteration 14 lambda =  -0.4695182 
## Iteration 15 lambda =  -0.469563 
## Iteration 16 lambda =  -0.4695855 
## Iteration 17 lambda =  -0.4695967 
## Iteration 18 lambda =  -0.4696023 
## Iteration 19 lambda =  -0.4696051 
## Iteration 20 lambda =  -0.4696065 
## Iteration 21 lambda =  -0.4696072 
## Iteration 22 lambda =  -0.4696075 
## Iteration 23 lambda =  -0.4696077 
## Iteration 24 lambda =  -0.4696078 
## Iteration 1 lambda =  0.314275 
## Iteration 2 lambda =  -0.0285875 
## Iteration 3 lambda =  -0.2000188 
## Iteration 4 lambda =  -0.2857344 
## Iteration 5 lambda =  -0.3285922 
## Iteration 6 lambda =  -0.3500211 
## Iteration 7 lambda =  -0.3607356 
## Iteration 8 lambda =  -0.3660928 
## Iteration 9 lambda =  -0.3687714 
## Iteration 10 lambda =  -0.3701107 
## Iteration 11 lambda =  -0.3707804 
## Iteration 12 lambda =  -0.3711152 
## Iteration 13 lambda =  -0.3712826 
## Iteration 14 lambda =  -0.3713663 
## Iteration 15 lambda =  -0.3714082 
## Iteration 16 lambda =  -0.3714291 
## Iteration 17 lambda =  -0.3714395 
## Iteration 18 lambda =  -0.3714448 
## Iteration 19 lambda =  -0.3714474 
## Iteration 20 lambda =  -0.3714487 
## Iteration 21 lambda =  -0.3714494 
## Iteration 22 lambda =  -0.3714497 
## Iteration 23 lambda =  -0.3714498 
## Iteration 24 lambda =  -0.3714499 
## Iteration 1 lambda =  0.2921856 
## Iteration 2 lambda =  -0.06172158 
## Iteration 3 lambda =  -0.2386752 
## Iteration 4 lambda =  -0.327152 
## Iteration 5 lambda =  -0.3713904 
## Iteration 6 lambda =  -0.3935096 
## Iteration 7 lambda =  -0.4045692 
## Iteration 8 lambda =  -0.410099 
## Iteration 9 lambda =  -0.4128639 
## Iteration 10 lambda =  -0.4142463 
## Iteration 11 lambda =  -0.4149375 
## Iteration 12 lambda =  -0.4152832 
## Iteration 13 lambda =  -0.415456 
## Iteration 14 lambda =  -0.4155424 
## Iteration 15 lambda =  -0.4155856 
## Iteration 16 lambda =  -0.4156072 
## Iteration 17 lambda =  -0.415618 
## Iteration 18 lambda =  -0.4156234 
## Iteration 19 lambda =  -0.4156261 
## Iteration 20 lambda =  -0.4156274 
## Iteration 21 lambda =  -0.4156281 
## Iteration 22 lambda =  -0.4156284 
## Iteration 23 lambda =  -0.4156286 
## Iteration 24 lambda =  -0.4156287 
## Iteration 1 lambda =  0.3426488 
## Iteration 2 lambda =  0.01397316 
## Iteration 3 lambda =  -0.1503647 
## Iteration 4 lambda =  -0.2325336 
## Iteration 5 lambda =  -0.273618 
## Iteration 6 lambda =  -0.2941602 
## Iteration 7 lambda =  -0.3044313 
## Iteration 8 lambda =  -0.3095669 
## Iteration 9 lambda =  -0.3121347 
## Iteration 10 lambda =  -0.3134186 
## Iteration 11 lambda =  -0.3140605 
## Iteration 12 lambda =  -0.3143815 
## Iteration 13 lambda =  -0.314542 
## Iteration 14 lambda =  -0.3146222 
## Iteration 15 lambda =  -0.3146623 
## Iteration 16 lambda =  -0.3146824 
## Iteration 17 lambda =  -0.3146924 
## Iteration 18 lambda =  -0.3146974 
## Iteration 19 lambda =  -0.3147 
## Iteration 20 lambda =  -0.3147012 
## Iteration 21 lambda =  -0.3147018 
## Iteration 22 lambda =  -0.3147021 
## Iteration 23 lambda =  -0.3147023 
## Iteration 24 lambda =  -0.3147024 
## Iteration 1 lambda =  0.3240066 
## Iteration 2 lambda =  -0.01399003 
## Iteration 3 lambda =  -0.1829884 
## Iteration 4 lambda =  -0.2674875 
## Iteration 5 lambda =  -0.3097371 
## Iteration 6 lambda =  -0.3308619 
## Iteration 7 lambda =  -0.3414243 
## Iteration 8 lambda =  -0.3467055 
## Iteration 9 lambda =  -0.3493461 
## Iteration 10 lambda =  -0.3506664 
## Iteration 11 lambda =  -0.3513266 
## Iteration 12 lambda =  -0.3516566 
## Iteration 13 lambda =  -0.3518217 
## Iteration 14 lambda =  -0.3519042 
## Iteration 15 lambda =  -0.3519454 
## Iteration 16 lambda =  -0.3519661 
## Iteration 17 lambda =  -0.3519764 
## Iteration 18 lambda =  -0.3519815 
## Iteration 19 lambda =  -0.3519841 
## Iteration 20 lambda =  -0.3519854 
## Iteration 21 lambda =  -0.3519861 
## Iteration 22 lambda =  -0.3519864 
## Iteration 23 lambda =  -0.3519865 
## Iteration 24 lambda =  -0.3519866 
## Iteration 1 lambda =  0.3197521 
## Iteration 2 lambda =  -0.0203718 
## Iteration 3 lambda =  -0.1904338 
## Iteration 4 lambda =  -0.2754647 
## Iteration 5 lambda =  -0.3179802 
## Iteration 6 lambda =  -0.339238 
## Iteration 7 lambda =  -0.3498669 
## Iteration 8 lambda =  -0.3551813 
## Iteration 9 lambda =  -0.3578385 
## Iteration 10 lambda =  -0.3591671 
## Iteration 11 lambda =  -0.3598314 
## Iteration 12 lambda =  -0.3601636 
## Iteration 13 lambda =  -0.3603297 
## Iteration 14 lambda =  -0.3604127 
## Iteration 15 lambda =  -0.3604542 
## Iteration 16 lambda =  -0.360475 
## Iteration 17 lambda =  -0.3604854 
## Iteration 18 lambda =  -0.3604905 
## Iteration 19 lambda =  -0.3604931 
## Iteration 20 lambda =  -0.3604944 
## Iteration 21 lambda =  -0.3604951 
## Iteration 22 lambda =  -0.3604954 
## Iteration 23 lambda =  -0.3604956 
## Iteration 24 lambda =  -0.3604956 
## Iteration 1 lambda =  0.3261581 
## Iteration 2 lambda =  -0.01076281 
## Iteration 3 lambda =  -0.1792233 
## Iteration 4 lambda =  -0.2634535 
## Iteration 5 lambda =  -0.3055686 
## Iteration 6 lambda =  -0.3266262 
## Iteration 7 lambda =  -0.337155 
## Iteration 8 lambda =  -0.3424194 
## Iteration 9 lambda =  -0.3450515 
## Iteration 10 lambda =  -0.3463676 
## Iteration 11 lambda =  -0.3470257 
## Iteration 12 lambda =  -0.3473547 
## Iteration 13 lambda =  -0.3475192 
## Iteration 14 lambda =  -0.3476015 
## Iteration 15 lambda =  -0.3476426 
## Iteration 16 lambda =  -0.3476632 
## Iteration 17 lambda =  -0.3476735 
## Iteration 18 lambda =  -0.3476786 
## Iteration 19 lambda =  -0.3476812 
## Iteration 20 lambda =  -0.3476825 
## Iteration 21 lambda =  -0.3476831 
## Iteration 22 lambda =  -0.3476834 
## Iteration 23 lambda =  -0.3476836 
## Iteration 24 lambda =  -0.3476837 
## Iteration 1 lambda =  0.345315 
## Iteration 2 lambda =  0.01797252 
## Iteration 3 lambda =  -0.1456987 
## Iteration 4 lambda =  -0.2275344 
## Iteration 5 lambda =  -0.2684522 
## Iteration 6 lambda =  -0.2889111 
## Iteration 7 lambda =  -0.2991405 
## Iteration 8 lambda =  -0.3042552 
## Iteration 9 lambda =  -0.3068126 
## Iteration 10 lambda =  -0.3080913 
## Iteration 11 lambda =  -0.3087306 
## Iteration 12 lambda =  -0.3090503 
## Iteration 13 lambda =  -0.3092101 
## Iteration 14 lambda =  -0.3092901 
## Iteration 15 lambda =  -0.30933 
## Iteration 16 lambda =  -0.30935 
## Iteration 17 lambda =  -0.30936 
## Iteration 18 lambda =  -0.309365 
## Iteration 19 lambda =  -0.3093675 
## Iteration 20 lambda =  -0.3093687 
## Iteration 21 lambda =  -0.3093694 
## Iteration 22 lambda =  -0.3093697 
## Iteration 23 lambda =  -0.3093698 
## Iteration 24 lambda =  -0.3093699 
## Iteration 1 lambda =  0.319895 
## Iteration 2 lambda =  -0.02015757 
## Iteration 3 lambda =  -0.1901838 
## Iteration 4 lambda =  -0.275197 
## Iteration 5 lambda =  -0.3177035 
## Iteration 6 lambda =  -0.3389568 
## Iteration 7 lambda =  -0.3495834 
## Iteration 8 lambda =  -0.3548968 
## Iteration 9 lambda =  -0.3575534 
## Iteration 10 lambda =  -0.3588818 
## Iteration 11 lambda =  -0.3595459 
## Iteration 12 lambda =  -0.359878 
## Iteration 13 lambda =  -0.360044 
## Iteration 14 lambda =  -0.3601271 
## Iteration 15 lambda =  -0.3601686 
## Iteration 16 lambda =  -0.3601893 
## Iteration 17 lambda =  -0.3601997 
## Iteration 18 lambda =  -0.3602049 
## Iteration 19 lambda =  -0.3602075 
## Iteration 20 lambda =  -0.3602088 
## Iteration 21 lambda =  -0.3602094 
## Iteration 22 lambda =  -0.3602098 
## Iteration 23 lambda =  -0.3602099 
## Iteration 24 lambda =  -0.36021 
## Iteration 1 lambda =  0.3073353 
## Iteration 2 lambda =  -0.03899708 
## Iteration 3 lambda =  -0.2121633 
## Iteration 4 lambda =  -0.2987463 
## Iteration 5 lambda =  -0.3420379 
## Iteration 6 lambda =  -0.3636837 
## Iteration 7 lambda =  -0.3745065 
## Iteration 8 lambda =  -0.379918 
## Iteration 9 lambda =  -0.3826237 
## Iteration 10 lambda =  -0.3839766 
## Iteration 11 lambda =  -0.384653 
## Iteration 12 lambda =  -0.3849912 
## Iteration 13 lambda =  -0.3851603 
## Iteration 14 lambda =  -0.3852449 
## Iteration 15 lambda =  -0.3852872 
## Iteration 16 lambda =  -0.3853083 
## Iteration 17 lambda =  -0.3853189 
## Iteration 18 lambda =  -0.3853241 
## Iteration 19 lambda =  -0.3853268 
## Iteration 20 lambda =  -0.3853281 
## Iteration 21 lambda =  -0.3853288 
## Iteration 22 lambda =  -0.3853291 
## Iteration 23 lambda =  -0.3853293 
## Iteration 24 lambda =  -0.3853294 
## Iteration 1 lambda =  0.3245932 
## Iteration 2 lambda =  -0.01311019 
## Iteration 3 lambda =  -0.1819619 
## Iteration 4 lambda =  -0.2663877 
## Iteration 5 lambda =  -0.3086007 
## Iteration 6 lambda =  -0.3297071 
## Iteration 7 lambda =  -0.3402604 
## Iteration 8 lambda =  -0.345537 
## Iteration 9 lambda =  -0.3481753 
## Iteration 10 lambda =  -0.3494944 
## Iteration 11 lambda =  -0.350154 
## Iteration 12 lambda =  -0.3504838 
## Iteration 13 lambda =  -0.3506487 
## Iteration 14 lambda =  -0.3507311 
## Iteration 15 lambda =  -0.3507724 
## Iteration 16 lambda =  -0.350793 
## Iteration 17 lambda =  -0.3508033 
## Iteration 18 lambda =  -0.3508084 
## Iteration 19 lambda =  -0.350811 
## Iteration 20 lambda =  -0.3508123 
## Iteration 21 lambda =  -0.3508129 
## Iteration 22 lambda =  -0.3508133 
## Iteration 23 lambda =  -0.3508134 
## Iteration 24 lambda =  -0.3508135 
## Iteration 1 lambda =  0.3220666 
## Iteration 2 lambda =  -0.01690005 
## Iteration 3 lambda =  -0.1863834 
## Iteration 4 lambda =  -0.2711251 
## Iteration 5 lambda =  -0.3134959 
## Iteration 6 lambda =  -0.3346813 
## Iteration 7 lambda =  -0.345274 
## Iteration 8 lambda =  -0.3505704 
## Iteration 9 lambda =  -0.3532186 
## Iteration 10 lambda =  -0.3545426 
## Iteration 11 lambda =  -0.3552047 
## Iteration 12 lambda =  -0.3555357 
## Iteration 13 lambda =  -0.3557012 
## Iteration 14 lambda =  -0.355784 
## Iteration 15 lambda =  -0.3558254 
## Iteration 16 lambda =  -0.355846 
## Iteration 17 lambda =  -0.3558564 
## Iteration 18 lambda =  -0.3558616 
## Iteration 19 lambda =  -0.3558641 
## Iteration 20 lambda =  -0.3558654 
## Iteration 21 lambda =  -0.3558661 
## Iteration 22 lambda =  -0.3558664 
## Iteration 23 lambda =  -0.3558666 
## Iteration 24 lambda =  -0.3558667 
## Iteration 1 lambda =  0.2926019 
## Iteration 2 lambda =  -0.06109714 
## Iteration 3 lambda =  -0.2379467 
## Iteration 4 lambda =  -0.3263714 
## Iteration 5 lambda =  -0.3705838 
## Iteration 6 lambda =  -0.39269 
## Iteration 7 lambda =  -0.4037431 
## Iteration 8 lambda =  -0.4092696 
## Iteration 9 lambda =  -0.4120329 
## Iteration 10 lambda =  -0.4134145 
## Iteration 11 lambda =  -0.4141054 
## Iteration 12 lambda =  -0.4144508 
## Iteration 13 lambda =  -0.4146235 
## Iteration 14 lambda =  -0.4147098 
## Iteration 15 lambda =  -0.414753 
## Iteration 16 lambda =  -0.4147746 
## Iteration 17 lambda =  -0.4147854 
## Iteration 18 lambda =  -0.4147908 
## Iteration 19 lambda =  -0.4147935 
## Iteration 20 lambda =  -0.4147948 
## Iteration 21 lambda =  -0.4147955 
## Iteration 22 lambda =  -0.4147958 
## Iteration 23 lambda =  -0.414796 
## Iteration 24 lambda =  -0.4147961 
## Iteration 1 lambda =  0.2793287 
## Iteration 2 lambda =  -0.0810069 
## Iteration 3 lambda =  -0.2611747 
## Iteration 4 lambda =  -0.3512586 
## Iteration 5 lambda =  -0.3963006 
## Iteration 6 lambda =  -0.4188216 
## Iteration 7 lambda =  -0.430082 
## Iteration 8 lambda =  -0.4357123 
## Iteration 9 lambda =  -0.4385274 
## Iteration 10 lambda =  -0.439935 
## Iteration 11 lambda =  -0.4406387 
## Iteration 12 lambda =  -0.4409906 
## Iteration 13 lambda =  -0.4411666 
## Iteration 14 lambda =  -0.4412546 
## Iteration 15 lambda =  -0.4412985 
## Iteration 16 lambda =  -0.4413205 
## Iteration 17 lambda =  -0.4413315 
## Iteration 18 lambda =  -0.441337 
## Iteration 19 lambda =  -0.4413398 
## Iteration 20 lambda =  -0.4413412 
## Iteration 21 lambda =  -0.4413418 
## Iteration 22 lambda =  -0.4413422 
## Iteration 23 lambda =  -0.4413424 
## Iteration 24 lambda =  -0.4413424 
## Iteration 1 lambda =  0.3266423 
## Iteration 2 lambda =  -0.01003652 
## Iteration 3 lambda =  -0.1783759 
## Iteration 4 lambda =  -0.2625457 
## Iteration 5 lambda =  -0.3046305 
## Iteration 6 lambda =  -0.3256729 
## Iteration 7 lambda =  -0.3361941 
## Iteration 8 lambda =  -0.3414548 
## Iteration 9 lambda =  -0.3440851 
## Iteration 10 lambda =  -0.3454002 
## Iteration 11 lambda =  -0.3460578 
## Iteration 12 lambda =  -0.3463866 
## Iteration 13 lambda =  -0.346551 
## Iteration 14 lambda =  -0.3466332 
## Iteration 15 lambda =  -0.3466743 
## Iteration 16 lambda =  -0.3466948 
## Iteration 17 lambda =  -0.3467051 
## Iteration 18 lambda =  -0.3467102 
## Iteration 19 lambda =  -0.3467128 
## Iteration 20 lambda =  -0.3467141 
## Iteration 21 lambda =  -0.3467147 
## Iteration 22 lambda =  -0.346715 
## Iteration 23 lambda =  -0.3467152 
## Iteration 24 lambda =  -0.3467153 
## Iteration 1 lambda =  0.285794 
## Iteration 2 lambda =  -0.07130895 
## Iteration 3 lambda =  -0.2498604 
## Iteration 4 lambda =  -0.3391362 
## Iteration 5 lambda =  -0.3837741 
## Iteration 6 lambda =  -0.406093 
## Iteration 7 lambda =  -0.4172525 
## Iteration 8 lambda =  -0.4228322 
## Iteration 9 lambda =  -0.4256221 
## Iteration 10 lambda =  -0.427017 
## Iteration 11 lambda =  -0.4277145 
## Iteration 12 lambda =  -0.4280632 
## Iteration 13 lambda =  -0.4282376 
## Iteration 14 lambda =  -0.4283248 
## Iteration 15 lambda =  -0.4283683 
## Iteration 16 lambda =  -0.4283901 
## Iteration 17 lambda =  -0.428401 
## Iteration 18 lambda =  -0.4284065 
## Iteration 19 lambda =  -0.4284092 
## Iteration 20 lambda =  -0.4284106 
## Iteration 21 lambda =  -0.4284113 
## Iteration 22 lambda =  -0.4284116 
## Iteration 23 lambda =  -0.4284118 
## Iteration 24 lambda =  -0.4284119 
## Iteration 1 lambda =  0.3430683 
## Iteration 2 lambda =  0.01460239 
## Iteration 3 lambda =  -0.1496305 
## Iteration 4 lambda =  -0.231747 
## Iteration 5 lambda =  -0.2728053 
## Iteration 6 lambda =  -0.2933344 
## Iteration 7 lambda =  -0.3035989 
## Iteration 8 lambda =  -0.3087312 
## Iteration 9 lambda =  -0.3112973 
## Iteration 10 lambda =  -0.3125804 
## Iteration 11 lambda =  -0.3132219 
## Iteration 12 lambda =  -0.3135427 
## Iteration 13 lambda =  -0.3137031 
## Iteration 14 lambda =  -0.3137833 
## Iteration 15 lambda =  -0.3138234 
## Iteration 16 lambda =  -0.3138434 
## Iteration 17 lambda =  -0.3138535 
## Iteration 18 lambda =  -0.3138585 
## Iteration 19 lambda =  -0.313861 
## Iteration 20 lambda =  -0.3138622 
## Iteration 21 lambda =  -0.3138629 
## Iteration 22 lambda =  -0.3138632 
## Iteration 23 lambda =  -0.3138633 
## Iteration 24 lambda =  -0.3138634 
## Iteration 1 lambda =  0.2857389 
## Iteration 2 lambda =  -0.0713917 
## Iteration 3 lambda =  -0.249957 
## Iteration 4 lambda =  -0.3392396 
## Iteration 5 lambda =  -0.3838809 
## Iteration 6 lambda =  -0.4062016 
## Iteration 7 lambda =  -0.4173619 
## Iteration 8 lambda =  -0.4229421 
## Iteration 9 lambda =  -0.4257322 
## Iteration 10 lambda =  -0.4271272 
## Iteration 11 lambda =  -0.4278247 
## Iteration 12 lambda =  -0.4281735 
## Iteration 13 lambda =  -0.4283479 
## Iteration 14 lambda =  -0.4284351 
## Iteration 15 lambda =  -0.4284787 
## Iteration 16 lambda =  -0.4285005 
## Iteration 17 lambda =  -0.4285114 
## Iteration 18 lambda =  -0.4285168 
## Iteration 19 lambda =  -0.4285195 
## Iteration 20 lambda =  -0.4285209 
## Iteration 21 lambda =  -0.4285216 
## Iteration 22 lambda =  -0.4285219 
## Iteration 23 lambda =  -0.4285221 
## Iteration 24 lambda =  -0.4285222 
## Iteration 1 lambda =  0.31401 
## Iteration 2 lambda =  -0.02898495 
## Iteration 3 lambda =  -0.2004824 
## Iteration 4 lambda =  -0.2862312 
## Iteration 5 lambda =  -0.3291056 
## Iteration 6 lambda =  -0.3505428 
## Iteration 7 lambda =  -0.3612613 
## Iteration 8 lambda =  -0.3666206 
## Iteration 9 lambda =  -0.3693003 
## Iteration 10 lambda =  -0.3706401 
## Iteration 11 lambda =  -0.37131 
## Iteration 12 lambda =  -0.371645 
## Iteration 13 lambda =  -0.3718125 
## Iteration 14 lambda =  -0.3718962 
## Iteration 15 lambda =  -0.3719381 
## Iteration 16 lambda =  -0.371959 
## Iteration 17 lambda =  -0.3719695 
## Iteration 18 lambda =  -0.3719747 
## Iteration 19 lambda =  -0.3719773 
## Iteration 20 lambda =  -0.3719786 
## Iteration 21 lambda =  -0.3719793 
## Iteration 22 lambda =  -0.3719796 
## Iteration 23 lambda =  -0.3719798 
## Iteration 24 lambda =  -0.3719799 
## Iteration 1 lambda =  0.3047675 
## Iteration 2 lambda =  -0.0428488 
## Iteration 3 lambda =  -0.2166569 
## Iteration 4 lambda =  -0.303561 
## Iteration 5 lambda =  -0.347013 
## Iteration 6 lambda =  -0.3687391 
## Iteration 7 lambda =  -0.3796021 
## Iteration 8 lambda =  -0.3850336 
## Iteration 9 lambda =  -0.3877493 
## Iteration 10 lambda =  -0.3891072 
## Iteration 11 lambda =  -0.3897861 
## Iteration 12 lambda =  -0.3901256 
## Iteration 13 lambda =  -0.3902953 
## Iteration 14 lambda =  -0.3903802 
## Iteration 15 lambda =  -0.3904226 
## Iteration 16 lambda =  -0.3904439 
## Iteration 17 lambda =  -0.3904545 
## Iteration 18 lambda =  -0.3904598 
## Iteration 19 lambda =  -0.3904624 
## Iteration 20 lambda =  -0.3904637 
## Iteration 21 lambda =  -0.3904644 
## Iteration 22 lambda =  -0.3904647 
## Iteration 23 lambda =  -0.3904649 
## Iteration 24 lambda =  -0.390465 
## Iteration 1 lambda =  0.3324709 
## Iteration 2 lambda =  -0.001293647 
## Iteration 3 lambda =  -0.1681759 
## Iteration 4 lambda =  -0.2516171 
## Iteration 5 lambda =  -0.2933376 
## Iteration 6 lambda =  -0.3141979 
## Iteration 7 lambda =  -0.3246281 
## Iteration 8 lambda =  -0.3298431 
## Iteration 9 lambda =  -0.3324507 
## Iteration 10 lambda =  -0.3337544 
## Iteration 11 lambda =  -0.3344063 
## Iteration 12 lambda =  -0.3347323 
## Iteration 13 lambda =  -0.3348952 
## Iteration 14 lambda =  -0.3349767 
## Iteration 15 lambda =  -0.3350175 
## Iteration 16 lambda =  -0.3350378 
## Iteration 17 lambda =  -0.335048 
## Iteration 18 lambda =  -0.3350531 
## Iteration 19 lambda =  -0.3350556 
## Iteration 20 lambda =  -0.3350569 
## Iteration 21 lambda =  -0.3350576 
## Iteration 22 lambda =  -0.3350579 
## Iteration 23 lambda =  -0.335058 
## Iteration 24 lambda =  -0.3350581 
## Iteration 1 lambda =  0.2818201 
## Iteration 2 lambda =  -0.0772699 
## Iteration 3 lambda =  -0.2568149 
## Iteration 4 lambda =  -0.3465874 
## Iteration 5 lambda =  -0.3914736 
## Iteration 6 lambda =  -0.4139167 
## Iteration 7 lambda =  -0.4251383 
## Iteration 8 lambda =  -0.4307491 
## Iteration 9 lambda =  -0.4335545 
## Iteration 10 lambda =  -0.4349572 
## Iteration 11 lambda =  -0.4356585 
## Iteration 12 lambda =  -0.4360092 
## Iteration 13 lambda =  -0.4361845 
## Iteration 14 lambda =  -0.4362722 
## Iteration 15 lambda =  -0.436316 
## Iteration 16 lambda =  -0.4363379 
## Iteration 17 lambda =  -0.4363489 
## Iteration 18 lambda =  -0.4363544 
## Iteration 19 lambda =  -0.4363571 
## Iteration 20 lambda =  -0.4363585 
## Iteration 21 lambda =  -0.4363592 
## Iteration 22 lambda =  -0.4363595 
## Iteration 23 lambda =  -0.4363597 
## Iteration 24 lambda =  -0.4363598 
## Iteration 1 lambda =  0.3421218 
## Iteration 2 lambda =  0.01318276 
## Iteration 3 lambda =  -0.1512868 
## Iteration 4 lambda =  -0.2335216 
## Iteration 5 lambda =  -0.2746389 
## Iteration 6 lambda =  -0.2951976 
## Iteration 7 lambda =  -0.305477 
## Iteration 8 lambda =  -0.3106167 
## Iteration 9 lambda =  -0.3131865 
## Iteration 10 lambda =  -0.3144714 
## Iteration 11 lambda =  -0.3151139 
## Iteration 12 lambda =  -0.3154351 
## Iteration 13 lambda =  -0.3155957 
## Iteration 14 lambda =  -0.315676 
## Iteration 15 lambda =  -0.3157162 
## Iteration 16 lambda =  -0.3157362 
## Iteration 17 lambda =  -0.3157463 
## Iteration 18 lambda =  -0.3157513 
## Iteration 19 lambda =  -0.3157538 
## Iteration 20 lambda =  -0.3157551 
## Iteration 21 lambda =  -0.3157557 
## Iteration 22 lambda =  -0.315756 
## Iteration 23 lambda =  -0.3157562 
## Iteration 24 lambda =  -0.3157562 
## Iteration 1 lambda =  0.2772352 
## Iteration 2 lambda =  -0.08414721 
## Iteration 3 lambda =  -0.2648384 
## Iteration 4 lambda =  -0.355184 
## Iteration 5 lambda =  -0.4003568 
## Iteration 6 lambda =  -0.4229432 
## Iteration 7 lambda =  -0.4342364 
## Iteration 8 lambda =  -0.439883 
## Iteration 9 lambda =  -0.4427063 
## Iteration 10 lambda =  -0.444118 
## Iteration 11 lambda =  -0.4448238 
## Iteration 12 lambda =  -0.4451767 
## Iteration 13 lambda =  -0.4453532 
## Iteration 14 lambda =  -0.4454414 
## Iteration 15 lambda =  -0.4454855 
## Iteration 16 lambda =  -0.4455076 
## Iteration 17 lambda =  -0.4455186 
## Iteration 18 lambda =  -0.4455241 
## Iteration 19 lambda =  -0.4455269 
## Iteration 20 lambda =  -0.4455282 
## Iteration 21 lambda =  -0.4455289 
## Iteration 22 lambda =  -0.4455293 
## Iteration 23 lambda =  -0.4455294 
## Iteration 24 lambda =  -0.4455295 
## Iteration 1 lambda =  0.3412272 
## Iteration 2 lambda =  0.01184084 
## Iteration 3 lambda =  -0.1528523 
## Iteration 4 lambda =  -0.2351989 
## Iteration 5 lambda =  -0.2763722 
## Iteration 6 lambda =  -0.2969589 
## Iteration 7 lambda =  -0.3072522 
## Iteration 8 lambda =  -0.3123989 
## Iteration 9 lambda =  -0.3149722 
## Iteration 10 lambda =  -0.3162589 
## Iteration 11 lambda =  -0.3169022 
## Iteration 12 lambda =  -0.3172239 
## Iteration 13 lambda =  -0.3173847 
## Iteration 14 lambda =  -0.3174651 
## Iteration 15 lambda =  -0.3175053 
## Iteration 16 lambda =  -0.3175254 
## Iteration 17 lambda =  -0.3175355 
## Iteration 18 lambda =  -0.3175405 
## Iteration 19 lambda =  -0.317543 
## Iteration 20 lambda =  -0.3175443 
## Iteration 21 lambda =  -0.3175449 
## Iteration 22 lambda =  -0.3175452 
## Iteration 23 lambda =  -0.3175454 
## Iteration 24 lambda =  -0.3175455 
## Iteration 1 lambda =  0.3573313 
## Iteration 2 lambda =  0.03599689 
## Iteration 3 lambda =  -0.1246703 
## Iteration 4 lambda =  -0.2050039 
## Iteration 5 lambda =  -0.2451707 
## Iteration 6 lambda =  -0.2652541 
## Iteration 7 lambda =  -0.2752958 
## Iteration 8 lambda =  -0.2803166 
## Iteration 9 lambda =  -0.2828271 
## Iteration 10 lambda =  -0.2840823 
## Iteration 11 lambda =  -0.2847099 
## Iteration 12 lambda =  -0.2850237 
## Iteration 13 lambda =  -0.2851806 
## Iteration 14 lambda =  -0.285259 
## Iteration 15 lambda =  -0.2852983 
## Iteration 16 lambda =  -0.2853179 
## Iteration 17 lambda =  -0.2853277 
## Iteration 18 lambda =  -0.2853326 
## Iteration 19 lambda =  -0.285335 
## Iteration 20 lambda =  -0.2853363 
## Iteration 21 lambda =  -0.2853369 
## Iteration 22 lambda =  -0.2853372 
## Iteration 23 lambda =  -0.2853373 
## Iteration 24 lambda =  -0.2853374 
## Iteration 1 lambda =  0.3023372 
## Iteration 2 lambda =  -0.04649417 
## Iteration 3 lambda =  -0.2209099 
## Iteration 4 lambda =  -0.3081177 
## Iteration 5 lambda =  -0.3517216 
## Iteration 6 lambda =  -0.3735236 
## Iteration 7 lambda =  -0.3844246 
## Iteration 8 lambda =  -0.3898751 
## Iteration 9 lambda =  -0.3926003 
## Iteration 10 lambda =  -0.3939629 
## Iteration 11 lambda =  -0.3946443 
## Iteration 12 lambda =  -0.3949849 
## Iteration 13 lambda =  -0.3951552 
## Iteration 14 lambda =  -0.3952404 
## Iteration 15 lambda =  -0.395283 
## Iteration 16 lambda =  -0.3953043 
## Iteration 17 lambda =  -0.3953149 
## Iteration 18 lambda =  -0.3953202 
## Iteration 19 lambda =  -0.3953229 
## Iteration 20 lambda =  -0.3953242 
## Iteration 21 lambda =  -0.3953249 
## Iteration 22 lambda =  -0.3953252 
## Iteration 23 lambda =  -0.3953254 
## Iteration 24 lambda =  -0.3953255 
## Iteration 1 lambda =  0.3074591 
## Iteration 2 lambda =  -0.03881128 
## Iteration 3 lambda =  -0.2119465 
## Iteration 4 lambda =  -0.2985141 
## Iteration 5 lambda =  -0.3417979 
## Iteration 6 lambda =  -0.3634398 
## Iteration 7 lambda =  -0.3742608 
## Iteration 8 lambda =  -0.3796712 
## Iteration 9 lambda =  -0.3823765 
## Iteration 10 lambda =  -0.3837291 
## Iteration 11 lambda =  -0.3844054 
## Iteration 12 lambda =  -0.3847435 
## Iteration 13 lambda =  -0.3849126 
## Iteration 14 lambda =  -0.3849972 
## Iteration 15 lambda =  -0.3850394 
## Iteration 16 lambda =  -0.3850606 
## Iteration 17 lambda =  -0.3850711 
## Iteration 18 lambda =  -0.3850764 
## Iteration 19 lambda =  -0.3850791 
## Iteration 20 lambda =  -0.3850804 
## Iteration 21 lambda =  -0.385081 
## Iteration 22 lambda =  -0.3850814 
## Iteration 23 lambda =  -0.3850815 
## Iteration 24 lambda =  -0.3850816 
## Iteration 1 lambda =  0.275798 
## Iteration 2 lambda =  -0.08630298 
## Iteration 3 lambda =  -0.2673535 
## Iteration 4 lambda =  -0.3578787 
## Iteration 5 lambda =  -0.4031414 
## Iteration 6 lambda =  -0.4257727 
## Iteration 7 lambda =  -0.4370883 
## Iteration 8 lambda =  -0.4427461 
## Iteration 9 lambda =  -0.4455751 
## Iteration 10 lambda =  -0.4469895 
## Iteration 11 lambda =  -0.4476967 
## Iteration 12 lambda =  -0.4480504 
## Iteration 13 lambda =  -0.4482272 
## Iteration 14 lambda =  -0.4483156 
## Iteration 15 lambda =  -0.4483598 
## Iteration 16 lambda =  -0.4483819 
## Iteration 17 lambda =  -0.4483929 
## Iteration 18 lambda =  -0.4483985 
## Iteration 19 lambda =  -0.4484012 
## Iteration 20 lambda =  -0.4484026 
## Iteration 21 lambda =  -0.4484033 
## Iteration 22 lambda =  -0.4484036 
## Iteration 23 lambda =  -0.4484038 
## Iteration 24 lambda =  -0.4484039 
## Iteration 1 lambda =  0.3061315 
## Iteration 2 lambda =  -0.04080275 
## Iteration 3 lambda =  -0.2142699 
## Iteration 4 lambda =  -0.3010034 
## Iteration 5 lambda =  -0.3443702 
## Iteration 6 lambda =  -0.3660536 
## Iteration 7 lambda =  -0.3768953 
## Iteration 8 lambda =  -0.3823162 
## Iteration 9 lambda =  -0.3850266 
## Iteration 10 lambda =  -0.3863818 
## Iteration 11 lambda =  -0.3870594 
## Iteration 12 lambda =  -0.3873982 
## Iteration 13 lambda =  -0.3875676 
## Iteration 14 lambda =  -0.3876523 
## Iteration 15 lambda =  -0.3876947 
## Iteration 16 lambda =  -0.3877158 
## Iteration 17 lambda =  -0.3877264 
## Iteration 18 lambda =  -0.3877317 
## Iteration 19 lambda =  -0.3877344 
## Iteration 20 lambda =  -0.3877357 
## Iteration 21 lambda =  -0.3877363 
## Iteration 22 lambda =  -0.3877367 
## Iteration 23 lambda =  -0.3877368 
## Iteration 24 lambda =  -0.3877369 
## Iteration 1 lambda =  0.3130499 
## Iteration 2 lambda =  -0.03042518 
## Iteration 3 lambda =  -0.2021627 
## Iteration 4 lambda =  -0.2880315 
## Iteration 5 lambda =  -0.3309659 
## Iteration 6 lambda =  -0.352433 
## Iteration 7 lambda =  -0.3631666 
## Iteration 8 lambda =  -0.3685334 
## Iteration 9 lambda =  -0.3712168 
## Iteration 10 lambda =  -0.3725585 
## Iteration 11 lambda =  -0.3732294 
## Iteration 12 lambda =  -0.3735648 
## Iteration 13 lambda =  -0.3737325 
## Iteration 14 lambda =  -0.3738164 
## Iteration 15 lambda =  -0.3738583 
## Iteration 16 lambda =  -0.3738793 
## Iteration 17 lambda =  -0.3738898 
## Iteration 18 lambda =  -0.373895 
## Iteration 19 lambda =  -0.3738976 
## Iteration 20 lambda =  -0.3738989 
## Iteration 21 lambda =  -0.3738996 
## Iteration 22 lambda =  -0.3738999 
## Iteration 23 lambda =  -0.3739001 
## Iteration 24 lambda =  -0.3739002 
## Iteration 1 lambda =  0.3120236 
## Iteration 2 lambda =  -0.03196465 
## Iteration 3 lambda =  -0.2039588 
## Iteration 4 lambda =  -0.2899558 
## Iteration 5 lambda =  -0.3329543 
## Iteration 6 lambda =  -0.3544536 
## Iteration 7 lambda =  -0.3652032 
## Iteration 8 lambda =  -0.3705781 
## Iteration 9 lambda =  -0.3732655 
## Iteration 10 lambda =  -0.3746092 
## Iteration 11 lambda =  -0.375281 
## Iteration 12 lambda =  -0.3756169 
## Iteration 13 lambda =  -0.3757849 
## Iteration 14 lambda =  -0.3758689 
## Iteration 15 lambda =  -0.3759109 
## Iteration 16 lambda =  -0.3759319 
## Iteration 17 lambda =  -0.3759424 
## Iteration 18 lambda =  -0.3759476 
## Iteration 19 lambda =  -0.3759502 
## Iteration 20 lambda =  -0.3759516 
## Iteration 21 lambda =  -0.3759522 
## Iteration 22 lambda =  -0.3759525 
## Iteration 23 lambda =  -0.3759527 
## Iteration 24 lambda =  -0.3759528 
## Iteration 1 lambda =  0.2701311 
## Iteration 2 lambda =  -0.09480337 
## Iteration 3 lambda =  -0.2772706 
## Iteration 4 lambda =  -0.3685042 
## Iteration 5 lambda =  -0.414121 
## Iteration 6 lambda =  -0.4369294 
## Iteration 7 lambda =  -0.4483336 
## Iteration 8 lambda =  -0.4540357 
## Iteration 9 lambda =  -0.4568868 
## Iteration 10 lambda =  -0.4583123 
## Iteration 11 lambda =  -0.4590251 
## Iteration 12 lambda =  -0.4593814 
## Iteration 13 lambda =  -0.4595596 
## Iteration 14 lambda =  -0.4596487 
## Iteration 15 lambda =  -0.4596933 
## Iteration 16 lambda =  -0.4597156 
## Iteration 17 lambda =  -0.4597267 
## Iteration 18 lambda =  -0.4597323 
## Iteration 19 lambda =  -0.459735 
## Iteration 20 lambda =  -0.4597364 
## Iteration 21 lambda =  -0.4597371 
## Iteration 22 lambda =  -0.4597375 
## Iteration 23 lambda =  -0.4597377 
## Iteration 24 lambda =  -0.4597377 
## Iteration 1 lambda =  0.2998331 
## Iteration 2 lambda =  -0.05025039 
## Iteration 3 lambda =  -0.2252921 
## Iteration 4 lambda =  -0.312813 
## Iteration 5 lambda =  -0.3565734 
## Iteration 6 lambda =  -0.3784536 
## Iteration 7 lambda =  -0.3893937 
## Iteration 8 lambda =  -0.3948638 
## Iteration 9 lambda =  -0.3975988 
## Iteration 10 lambda =  -0.3989663 
## Iteration 11 lambda =  -0.3996501 
## Iteration 12 lambda =  -0.399992 
## Iteration 13 lambda =  -0.4001629 
## Iteration 14 lambda =  -0.4002484 
## Iteration 15 lambda =  -0.4002911 
## Iteration 16 lambda =  -0.4003125 
## Iteration 17 lambda =  -0.4003232 
## Iteration 18 lambda =  -0.4003285 
## Iteration 19 lambda =  -0.4003312 
## Iteration 20 lambda =  -0.4003325 
## Iteration 21 lambda =  -0.4003332 
## Iteration 22 lambda =  -0.4003335 
## Iteration 23 lambda =  -0.4003337 
## Iteration 24 lambda =  -0.4003338 
## Iteration 1 lambda =  0.2759204 
## Iteration 2 lambda =  -0.08611943 
## Iteration 3 lambda =  -0.2671393 
## Iteration 4 lambda =  -0.3576493 
## Iteration 5 lambda =  -0.4029043 
## Iteration 6 lambda =  -0.4255318 
## Iteration 7 lambda =  -0.4368455 
## Iteration 8 lambda =  -0.4425024 
## Iteration 9 lambda =  -0.4453308 
## Iteration 10 lambda =  -0.446745 
## Iteration 11 lambda =  -0.4474521 
## Iteration 12 lambda =  -0.4478057 
## Iteration 13 lambda =  -0.4479825 
## Iteration 14 lambda =  -0.4480709 
## Iteration 15 lambda =  -0.4481151 
## Iteration 16 lambda =  -0.4481371 
## Iteration 17 lambda =  -0.4481482 
## Iteration 18 lambda =  -0.4481537 
## Iteration 19 lambda =  -0.4481565 
## Iteration 20 lambda =  -0.4481579 
## Iteration 21 lambda =  -0.4481586 
## Iteration 22 lambda =  -0.4481589 
## Iteration 23 lambda =  -0.4481591 
## Iteration 24 lambda =  -0.4481592 
## Iteration 1 lambda =  0.3083488 
## Iteration 2 lambda =  -0.03747681 
## Iteration 3 lambda =  -0.2103896 
## Iteration 4 lambda =  -0.296846 
## Iteration 5 lambda =  -0.3400742 
## Iteration 6 lambda =  -0.3616883 
## Iteration 7 lambda =  -0.3724954 
## Iteration 8 lambda =  -0.3778989 
## Iteration 9 lambda =  -0.3806006 
## Iteration 10 lambda =  -0.3819515 
## Iteration 11 lambda =  -0.382627 
## Iteration 12 lambda =  -0.3829647 
## Iteration 13 lambda =  -0.3831336 
## Iteration 14 lambda =  -0.383218 
## Iteration 15 lambda =  -0.3832602 
## Iteration 16 lambda =  -0.3832813 
## Iteration 17 lambda =  -0.3832919 
## Iteration 18 lambda =  -0.3832971 
## Iteration 19 lambda =  -0.3832998 
## Iteration 20 lambda =  -0.3833011 
## Iteration 21 lambda =  -0.3833018 
## Iteration 22 lambda =  -0.3833021 
## Iteration 23 lambda =  -0.3833022 
## Iteration 24 lambda =  -0.3833023 
## Iteration 1 lambda =  0.3133877 
## Iteration 2 lambda =  -0.02991847 
## Iteration 3 lambda =  -0.2015715 
## Iteration 4 lambda =  -0.2873981 
## Iteration 5 lambda =  -0.3303114 
## Iteration 6 lambda =  -0.351768 
## Iteration 7 lambda =  -0.3624963 
## Iteration 8 lambda =  -0.3678605 
## Iteration 9 lambda =  -0.3705425 
## Iteration 10 lambda =  -0.3718836 
## Iteration 11 lambda =  -0.3725541 
## Iteration 12 lambda =  -0.3728894 
## Iteration 13 lambda =  -0.373057 
## Iteration 14 lambda =  -0.3731408 
## Iteration 15 lambda =  -0.3731827 
## Iteration 16 lambda =  -0.3732037 
## Iteration 17 lambda =  -0.3732141 
## Iteration 18 lambda =  -0.3732194 
## Iteration 19 lambda =  -0.373222 
## Iteration 20 lambda =  -0.3732233 
## Iteration 21 lambda =  -0.373224 
## Iteration 22 lambda =  -0.3732243 
## Iteration 23 lambda =  -0.3732245 
## Iteration 24 lambda =  -0.3732245 
## Iteration 1 lambda =  0.288538 
## Iteration 2 lambda =  -0.06719305 
## Iteration 3 lambda =  -0.2450586 
## Iteration 4 lambda =  -0.3339913 
## Iteration 5 lambda =  -0.3784577 
## Iteration 6 lambda =  -0.4006909 
## Iteration 7 lambda =  -0.4118075 
## Iteration 8 lambda =  -0.4173658 
## Iteration 9 lambda =  -0.4201449 
## Iteration 10 lambda =  -0.4215345 
## Iteration 11 lambda =  -0.4222293 
## Iteration 12 lambda =  -0.4225767 
## Iteration 13 lambda =  -0.4227504 
## Iteration 14 lambda =  -0.4228372 
## Iteration 15 lambda =  -0.4228806 
## Iteration 16 lambda =  -0.4229024 
## Iteration 17 lambda =  -0.4229132 
## Iteration 18 lambda =  -0.4229186 
## Iteration 19 lambda =  -0.4229214 
## Iteration 20 lambda =  -0.4229227 
## Iteration 21 lambda =  -0.4229234 
## Iteration 22 lambda =  -0.4229237 
## Iteration 23 lambda =  -0.4229239 
## Iteration 24 lambda =  -0.422924 
## Iteration 1 lambda =  0.3118001 
## Iteration 2 lambda =  -0.03229992 
## Iteration 3 lambda =  -0.2043499 
## Iteration 4 lambda =  -0.2903749 
## Iteration 5 lambda =  -0.3333874 
## Iteration 6 lambda =  -0.3548936 
## Iteration 7 lambda =  -0.3656468 
## Iteration 8 lambda =  -0.3710233 
## Iteration 9 lambda =  -0.3737116 
## Iteration 10 lambda =  -0.3750558 
## Iteration 11 lambda =  -0.3757278 
## Iteration 12 lambda =  -0.3760639 
## Iteration 13 lambda =  -0.3762319 
## Iteration 14 lambda =  -0.3763159 
## Iteration 15 lambda =  -0.3763579 
## Iteration 16 lambda =  -0.3763789 
## Iteration 17 lambda =  -0.3763894 
## Iteration 18 lambda =  -0.3763946 
## Iteration 19 lambda =  -0.3763973 
## Iteration 20 lambda =  -0.3763986 
## Iteration 21 lambda =  -0.3763992 
## Iteration 22 lambda =  -0.3763996 
## Iteration 23 lambda =  -0.3763997 
## Iteration 24 lambda =  -0.3763998 
## Iteration 1 lambda =  0.3093273 
## Iteration 2 lambda =  -0.03600899 
## Iteration 3 lambda =  -0.2086772 
## Iteration 4 lambda =  -0.2950112 
## Iteration 5 lambda =  -0.3381783 
## Iteration 6 lambda =  -0.3597618 
## Iteration 7 lambda =  -0.3705536 
## Iteration 8 lambda =  -0.3759494 
## Iteration 9 lambda =  -0.3786474 
## Iteration 10 lambda =  -0.3799963 
## Iteration 11 lambda =  -0.3806708 
## Iteration 12 lambda =  -0.3810081 
## Iteration 13 lambda =  -0.3811767 
## Iteration 14 lambda =  -0.381261 
## Iteration 15 lambda =  -0.3813032 
## Iteration 16 lambda =  -0.3813242 
## Iteration 17 lambda =  -0.3813348 
## Iteration 18 lambda =  -0.38134 
## Iteration 19 lambda =  -0.3813427 
## Iteration 20 lambda =  -0.381344 
## Iteration 21 lambda =  -0.3813447 
## Iteration 22 lambda =  -0.381345 
## Iteration 23 lambda =  -0.3813452 
## Iteration 24 lambda =  -0.3813452 
## Iteration 1 lambda =  0.267726 
## Iteration 2 lambda =  -0.09841098 
## Iteration 3 lambda =  -0.2814795 
## Iteration 4 lambda =  -0.3730137 
## Iteration 5 lambda =  -0.4187809 
## Iteration 6 lambda =  -0.4416644 
## Iteration 7 lambda =  -0.4531062 
## Iteration 8 lambda =  -0.4588271 
## Iteration 9 lambda =  -0.4616875 
## Iteration 10 lambda =  -0.4631178 
## Iteration 11 lambda =  -0.4638329 
## Iteration 12 lambda =  -0.4641904 
## Iteration 13 lambda =  -0.4643692 
## Iteration 14 lambda =  -0.4644586 
## Iteration 15 lambda =  -0.4645033 
## Iteration 16 lambda =  -0.4645256 
## Iteration 17 lambda =  -0.4645368 
## Iteration 18 lambda =  -0.4645424 
## Iteration 19 lambda =  -0.4645452 
## Iteration 20 lambda =  -0.4645466 
## Iteration 21 lambda =  -0.4645473 
## Iteration 22 lambda =  -0.4645476 
## Iteration 23 lambda =  -0.4645478 
## Iteration 24 lambda =  -0.4645479 
## Iteration 1 lambda =  0.3240296 
## Iteration 2 lambda =  -0.01395565 
## Iteration 3 lambda =  -0.1829483 
## Iteration 4 lambda =  -0.2674446 
## Iteration 5 lambda =  -0.3096927 
## Iteration 6 lambda =  -0.3308168 
## Iteration 7 lambda =  -0.3413788 
## Iteration 8 lambda =  -0.3466599 
## Iteration 9 lambda =  -0.3493004 
## Iteration 10 lambda =  -0.3506206 
## Iteration 11 lambda =  -0.3512807 
## Iteration 12 lambda =  -0.3516108 
## Iteration 13 lambda =  -0.3517758 
## Iteration 14 lambda =  -0.3518584 
## Iteration 15 lambda =  -0.3518996 
## Iteration 16 lambda =  -0.3519202 
## Iteration 17 lambda =  -0.3519306 
## Iteration 18 lambda =  -0.3519357 
## Iteration 19 lambda =  -0.3519383 
## Iteration 20 lambda =  -0.3519396 
## Iteration 21 lambda =  -0.3519402 
## Iteration 22 lambda =  -0.3519405 
## Iteration 23 lambda =  -0.3519407 
## Iteration 24 lambda =  -0.3519408 
## Iteration 1 lambda =  0.3232088 
## Iteration 2 lambda =  -0.01518681 
## Iteration 3 lambda =  -0.1843846 
## Iteration 4 lambda =  -0.2689835 
## Iteration 5 lambda =  -0.311283 
## Iteration 6 lambda =  -0.3324327 
## Iteration 7 lambda =  -0.3430075 
## Iteration 8 lambda =  -0.348295 
## Iteration 9 lambda =  -0.3509387 
## Iteration 10 lambda =  -0.3522606 
## Iteration 11 lambda =  -0.3529215 
## Iteration 12 lambda =  -0.3532519 
## Iteration 13 lambda =  -0.3534172 
## Iteration 14 lambda =  -0.3534998 
## Iteration 15 lambda =  -0.3535411 
## Iteration 16 lambda =  -0.3535618 
## Iteration 17 lambda =  -0.3535721 
## Iteration 18 lambda =  -0.3535772 
## Iteration 19 lambda =  -0.3535798 
## Iteration 20 lambda =  -0.3535811 
## Iteration 21 lambda =  -0.3535818 
## Iteration 22 lambda =  -0.3535821 
## Iteration 23 lambda =  -0.3535822 
## Iteration 24 lambda =  -0.3535823 
## Iteration 1 lambda =  0.3144141 
## Iteration 2 lambda =  -0.02837892 
## Iteration 3 lambda =  -0.1997754 
## Iteration 4 lambda =  -0.2854736 
## Iteration 5 lambda =  -0.3283228 
## Iteration 6 lambda =  -0.3497473 
## Iteration 7 lambda =  -0.3604596 
## Iteration 8 lambda =  -0.3658158 
## Iteration 9 lambda =  -0.3684938 
## Iteration 10 lambda =  -0.3698329 
## Iteration 11 lambda =  -0.3705024 
## Iteration 12 lambda =  -0.3708371 
## Iteration 13 lambda =  -0.3710045 
## Iteration 14 lambda =  -0.3710882 
## Iteration 15 lambda =  -0.37113 
## Iteration 16 lambda =  -0.371151 
## Iteration 17 lambda =  -0.3711614 
## Iteration 18 lambda =  -0.3711667 
## Iteration 19 lambda =  -0.3711693 
## Iteration 20 lambda =  -0.3711706 
## Iteration 21 lambda =  -0.3711712 
## Iteration 22 lambda =  -0.3711716 
## Iteration 23 lambda =  -0.3711717 
## Iteration 24 lambda =  -0.3711718 
## Iteration 1 lambda =  0.2901269 
## Iteration 2 lambda =  -0.06480969 
## Iteration 3 lambda =  -0.242278 
## Iteration 4 lambda =  -0.3310121 
## Iteration 5 lambda =  -0.3753792 
## Iteration 6 lambda =  -0.3975627 
## Iteration 7 lambda =  -0.4086545 
## Iteration 8 lambda =  -0.4142004 
## Iteration 9 lambda =  -0.4169733 
## Iteration 10 lambda =  -0.4183598 
## Iteration 11 lambda =  -0.419053 
## Iteration 12 lambda =  -0.4193996 
## Iteration 13 lambda =  -0.4195729 
## Iteration 14 lambda =  -0.4196596 
## Iteration 15 lambda =  -0.4197029 
## Iteration 16 lambda =  -0.4197246 
## Iteration 17 lambda =  -0.4197354 
## Iteration 18 lambda =  -0.4197408 
## Iteration 19 lambda =  -0.4197435 
## Iteration 20 lambda =  -0.4197449 
## Iteration 21 lambda =  -0.4197456 
## Iteration 22 lambda =  -0.4197459 
## Iteration 23 lambda =  -0.4197461 
## Iteration 24 lambda =  -0.4197462 
## Iteration 1 lambda =  0.3102495 
## Iteration 2 lambda =  -0.03462575 
## Iteration 3 lambda =  -0.2070634 
## Iteration 4 lambda =  -0.2932822 
## Iteration 5 lambda =  -0.3363916 
## Iteration 6 lambda =  -0.3579463 
## Iteration 7 lambda =  -0.3687236 
## Iteration 8 lambda =  -0.3741123 
## Iteration 9 lambda =  -0.3768067 
## Iteration 10 lambda =  -0.3781538 
## Iteration 11 lambda =  -0.3788274 
## Iteration 12 lambda =  -0.3791642 
## Iteration 13 lambda =  -0.3793326 
## Iteration 14 lambda =  -0.3794168 
## Iteration 15 lambda =  -0.3794589 
## Iteration 16 lambda =  -0.37948 
## Iteration 17 lambda =  -0.3794905 
## Iteration 18 lambda =  -0.3794957 
## Iteration 19 lambda =  -0.3794984 
## Iteration 20 lambda =  -0.3794997 
## Iteration 21 lambda =  -0.3795003 
## Iteration 22 lambda =  -0.3795007 
## Iteration 23 lambda =  -0.3795008 
## Iteration 24 lambda =  -0.3795009 
## Iteration 1 lambda =  0.3050905 
## Iteration 2 lambda =  -0.04236419 
## Iteration 3 lambda =  -0.2160916 
## Iteration 4 lambda =  -0.3029552 
## Iteration 5 lambda =  -0.3463871 
## Iteration 6 lambda =  -0.368103 
## Iteration 7 lambda =  -0.378961 
## Iteration 8 lambda =  -0.3843899 
## Iteration 9 lambda =  -0.3871044 
## Iteration 10 lambda =  -0.3884617 
## Iteration 11 lambda =  -0.3891403 
## Iteration 12 lambda =  -0.3894796 
## Iteration 13 lambda =  -0.3896493 
## Iteration 14 lambda =  -0.3897341 
## Iteration 15 lambda =  -0.3897765 
## Iteration 16 lambda =  -0.3897977 
## Iteration 17 lambda =  -0.3898083 
## Iteration 18 lambda =  -0.3898136 
## Iteration 19 lambda =  -0.3898163 
## Iteration 20 lambda =  -0.3898176 
## Iteration 21 lambda =  -0.3898183 
## Iteration 22 lambda =  -0.3898186 
## Iteration 23 lambda =  -0.3898188 
## Iteration 24 lambda =  -0.3898188 
## Iteration 1 lambda =  0.2833292 
## Iteration 2 lambda =  -0.07500616 
## Iteration 3 lambda =  -0.2541739 
## Iteration 4 lambda =  -0.3437577 
## Iteration 5 lambda =  -0.3885496 
## Iteration 6 lambda =  -0.4109456 
## Iteration 7 lambda =  -0.4221436 
## Iteration 8 lambda =  -0.4277426 
## Iteration 9 lambda =  -0.4305421 
## Iteration 10 lambda =  -0.4319418 
## Iteration 11 lambda =  -0.4326417 
## Iteration 12 lambda =  -0.4329916 
## Iteration 13 lambda =  -0.4331666 
## Iteration 14 lambda =  -0.4332541 
## Iteration 15 lambda =  -0.4332978 
## Iteration 16 lambda =  -0.4333197 
## Iteration 17 lambda =  -0.4333306 
## Iteration 18 lambda =  -0.4333361 
## Iteration 19 lambda =  -0.4333388 
## Iteration 20 lambda =  -0.4333402 
## Iteration 21 lambda =  -0.4333409 
## Iteration 22 lambda =  -0.4333412 
## Iteration 23 lambda =  -0.4333414 
## Iteration 24 lambda =  -0.4333415 
## Iteration 1 lambda =  0.2929979 
## Iteration 2 lambda =  -0.06050318 
## Iteration 3 lambda =  -0.2372537 
## Iteration 4 lambda =  -0.325629 
## Iteration 5 lambda =  -0.3698166 
## Iteration 6 lambda =  -0.3919104 
## Iteration 7 lambda =  -0.4029573 
## Iteration 8 lambda =  -0.4084808 
## Iteration 9 lambda =  -0.4112425 
## Iteration 10 lambda =  -0.4126234 
## Iteration 11 lambda =  -0.4133138 
## Iteration 12 lambda =  -0.413659 
## Iteration 13 lambda =  -0.4138316 
## Iteration 14 lambda =  -0.4139179 
## Iteration 15 lambda =  -0.4139611 
## Iteration 16 lambda =  -0.4139827 
## Iteration 17 lambda =  -0.4139934 
## Iteration 18 lambda =  -0.4139988 
## Iteration 19 lambda =  -0.4140015 
## Iteration 20 lambda =  -0.4140029 
## Iteration 21 lambda =  -0.4140036 
## Iteration 22 lambda =  -0.4140039 
## Iteration 23 lambda =  -0.4140041 
## Iteration 24 lambda =  -0.4140042 
## Iteration 1 lambda =  0.3244391 
## Iteration 2 lambda =  -0.01334142 
## Iteration 3 lambda =  -0.1822317 
## Iteration 4 lambda =  -0.2666768 
## Iteration 5 lambda =  -0.3088993 
## Iteration 6 lambda =  -0.3300106 
## Iteration 7 lambda =  -0.3405662 
## Iteration 8 lambda =  -0.3458441 
## Iteration 9 lambda =  -0.348483 
## Iteration 10 lambda =  -0.3498024 
## Iteration 11 lambda =  -0.3504622 
## Iteration 12 lambda =  -0.350792 
## Iteration 13 lambda =  -0.350957 
## Iteration 14 lambda =  -0.3510394 
## Iteration 15 lambda =  -0.3510807 
## Iteration 16 lambda =  -0.3511013 
## Iteration 17 lambda =  -0.3511116 
## Iteration 18 lambda =  -0.3511167 
## Iteration 19 lambda =  -0.3511193 
## Iteration 20 lambda =  -0.3511206 
## Iteration 21 lambda =  -0.3511212 
## Iteration 22 lambda =  -0.3511216 
## Iteration 23 lambda =  -0.3511217 
## Iteration 24 lambda =  -0.3511218 
## Iteration 1 lambda =  0.3246838 
## Iteration 2 lambda =  -0.01297428 
## Iteration 3 lambda =  -0.1818033 
## Iteration 4 lambda =  -0.2662179 
## Iteration 5 lambda =  -0.3084251 
## Iteration 6 lambda =  -0.3295287 
## Iteration 7 lambda =  -0.3400806 
## Iteration 8 lambda =  -0.3453565 
## Iteration 9 lambda =  -0.3479944 
## Iteration 10 lambda =  -0.3493134 
## Iteration 11 lambda =  -0.3499729 
## Iteration 12 lambda =  -0.3503026 
## Iteration 13 lambda =  -0.3504675 
## Iteration 14 lambda =  -0.3505499 
## Iteration 15 lambda =  -0.3505912 
## Iteration 16 lambda =  -0.3506118 
## Iteration 17 lambda =  -0.3506221 
## Iteration 18 lambda =  -0.3506272 
## Iteration 19 lambda =  -0.3506298 
## Iteration 20 lambda =  -0.3506311 
## Iteration 21 lambda =  -0.3506317 
## Iteration 22 lambda =  -0.3506321 
## Iteration 23 lambda =  -0.3506322 
## Iteration 24 lambda =  -0.3506323 
## Iteration 1 lambda =  0.3395372 
## Iteration 2 lambda =  0.009305803 
## Iteration 3 lambda =  -0.1558099 
## Iteration 4 lambda =  -0.2383677 
## Iteration 5 lambda =  -0.2796467 
## Iteration 6 lambda =  -0.3002861 
## Iteration 7 lambda =  -0.3106059 
## Iteration 8 lambda =  -0.3157657 
## Iteration 9 lambda =  -0.3183457 
## Iteration 10 lambda =  -0.3196356 
## Iteration 11 lambda =  -0.3202806 
## Iteration 12 lambda =  -0.3206031 
## Iteration 13 lambda =  -0.3207644 
## Iteration 14 lambda =  -0.320845 
## Iteration 15 lambda =  -0.3208853 
## Iteration 16 lambda =  -0.3209054 
## Iteration 17 lambda =  -0.3209155 
## Iteration 18 lambda =  -0.3209206 
## Iteration 19 lambda =  -0.3209231 
## Iteration 20 lambda =  -0.3209243 
## Iteration 21 lambda =  -0.320925 
## Iteration 22 lambda =  -0.3209253 
## Iteration 23 lambda =  -0.3209254 
## Iteration 24 lambda =  -0.3209255 
## Iteration 1 lambda =  0.301406 
## Iteration 2 lambda =  -0.04789103 
## Iteration 3 lambda =  -0.2225395 
## Iteration 4 lambda =  -0.3098638 
## Iteration 5 lambda =  -0.3535259 
## Iteration 6 lambda =  -0.375357 
## Iteration 7 lambda =  -0.3862725 
## Iteration 8 lambda =  -0.3917303 
## Iteration 9 lambda =  -0.3944592 
## Iteration 10 lambda =  -0.3958236 
## Iteration 11 lambda =  -0.3965058 
## Iteration 12 lambda =  -0.3968469 
## Iteration 13 lambda =  -0.3970175 
## Iteration 14 lambda =  -0.3971028 
## Iteration 15 lambda =  -0.3971454 
## Iteration 16 lambda =  -0.3971667 
## Iteration 17 lambda =  -0.3971774 
## Iteration 18 lambda =  -0.3971827 
## Iteration 19 lambda =  -0.3971854 
## Iteration 20 lambda =  -0.3971867 
## Iteration 21 lambda =  -0.3971874 
## Iteration 22 lambda =  -0.3971877 
## Iteration 23 lambda =  -0.3971879 
## Iteration 24 lambda =  -0.397188 
## Iteration 1 lambda =  0.3193614 
## Iteration 2 lambda =  -0.02095791 
## Iteration 3 lambda =  -0.1911176 
## Iteration 4 lambda =  -0.2761974 
## Iteration 5 lambda =  -0.3187373 
## Iteration 6 lambda =  -0.3400073 
## Iteration 7 lambda =  -0.3506422 
## Iteration 8 lambda =  -0.3559597 
## Iteration 9 lambda =  -0.3586185 
## Iteration 10 lambda =  -0.3599478 
## Iteration 11 lambda =  -0.3606125 
## Iteration 12 lambda =  -0.3609449 
## Iteration 13 lambda =  -0.361111 
## Iteration 14 lambda =  -0.3611941 
## Iteration 15 lambda =  -0.3612357 
## Iteration 16 lambda =  -0.3612564 
## Iteration 17 lambda =  -0.3612668 
## Iteration 18 lambda =  -0.361272 
## Iteration 19 lambda =  -0.3612746 
## Iteration 20 lambda =  -0.3612759 
## Iteration 21 lambda =  -0.3612766 
## Iteration 22 lambda =  -0.3612769 
## Iteration 23 lambda =  -0.361277 
## Iteration 24 lambda =  -0.3612771 
## Iteration 1 lambda =  0.3156899 
## Iteration 2 lambda =  -0.02646518 
## Iteration 3 lambda =  -0.1975427 
## Iteration 4 lambda =  -0.2830815 
## Iteration 5 lambda =  -0.3258509 
## Iteration 6 lambda =  -0.3472355 
## Iteration 7 lambda =  -0.3579279 
## Iteration 8 lambda =  -0.3632741 
## Iteration 9 lambda =  -0.3659472 
## Iteration 10 lambda =  -0.3672837 
## Iteration 11 lambda =  -0.367952 
## Iteration 12 lambda =  -0.3682861 
## Iteration 13 lambda =  -0.3684532 
## Iteration 14 lambda =  -0.3685367 
## Iteration 15 lambda =  -0.3685785 
## Iteration 16 lambda =  -0.3685994 
## Iteration 17 lambda =  -0.3686098 
## Iteration 18 lambda =  -0.368615 
## Iteration 19 lambda =  -0.3686176 
## Iteration 20 lambda =  -0.3686189 
## Iteration 21 lambda =  -0.3686196 
## Iteration 22 lambda =  -0.3686199 
## Iteration 23 lambda =  -0.3686201 
## Iteration 24 lambda =  -0.3686202 
## Iteration 1 lambda =  0.2926689 
## Iteration 2 lambda =  -0.06099672 
## Iteration 3 lambda =  -0.2378295 
## Iteration 4 lambda =  -0.3262459 
## Iteration 5 lambda =  -0.3704541 
## Iteration 6 lambda =  -0.3925582 
## Iteration 7 lambda =  -0.4036102 
## Iteration 8 lambda =  -0.4091363 
## Iteration 9 lambda =  -0.4118993 
## Iteration 10 lambda =  -0.4132808 
## Iteration 11 lambda =  -0.4139715 
## Iteration 12 lambda =  -0.4143169 
## Iteration 13 lambda =  -0.4144896 
## Iteration 14 lambda =  -0.414576 
## Iteration 15 lambda =  -0.4146191 
## Iteration 16 lambda =  -0.4146407 
## Iteration 17 lambda =  -0.4146515 
## Iteration 18 lambda =  -0.4146569 
## Iteration 19 lambda =  -0.4146596 
## Iteration 20 lambda =  -0.4146609 
## Iteration 21 lambda =  -0.4146616 
## Iteration 22 lambda =  -0.414662 
## Iteration 23 lambda =  -0.4146621 
## Iteration 24 lambda =  -0.4146622 
## Iteration 1 lambda =  0.3135 
## Iteration 2 lambda =  -0.02975004 
## Iteration 3 lambda =  -0.201375 
## Iteration 4 lambda =  -0.2871876 
## Iteration 5 lambda =  -0.3300938 
## Iteration 6 lambda =  -0.3515469 
## Iteration 7 lambda =  -0.3622735 
## Iteration 8 lambda =  -0.3676368 
## Iteration 9 lambda =  -0.3703184 
## Iteration 10 lambda =  -0.3716592 
## Iteration 11 lambda =  -0.3723296 
## Iteration 12 lambda =  -0.3726648 
## Iteration 13 lambda =  -0.3728325 
## Iteration 14 lambda =  -0.3729163 
## Iteration 15 lambda =  -0.3729582 
## Iteration 16 lambda =  -0.3729791 
## Iteration 17 lambda =  -0.3729896 
## Iteration 18 lambda =  -0.3729948 
## Iteration 19 lambda =  -0.3729974 
## Iteration 20 lambda =  -0.3729987 
## Iteration 21 lambda =  -0.3729994 
## Iteration 22 lambda =  -0.3729997 
## Iteration 23 lambda =  -0.3729999 
## Iteration 24 lambda =  -0.373 
## Iteration 1 lambda =  0.3492781 
## Iteration 2 lambda =  0.02391719 
## Iteration 3 lambda =  -0.1387633 
## Iteration 4 lambda =  -0.2201035 
## Iteration 5 lambda =  -0.2607736 
## Iteration 6 lambda =  -0.2811087 
## Iteration 7 lambda =  -0.2912762 
## Iteration 8 lambda =  -0.29636 
## Iteration 9 lambda =  -0.2989019 
## Iteration 10 lambda =  -0.3001728 
## Iteration 11 lambda =  -0.3008083 
## Iteration 12 lambda =  -0.301126 
## Iteration 13 lambda =  -0.3012849 
## Iteration 14 lambda =  -0.3013643 
## Iteration 15 lambda =  -0.301404 
## Iteration 16 lambda =  -0.3014239 
## Iteration 17 lambda =  -0.3014338 
## Iteration 18 lambda =  -0.3014388 
## Iteration 19 lambda =  -0.3014413 
## Iteration 20 lambda =  -0.3014425 
## Iteration 21 lambda =  -0.3014431 
## Iteration 22 lambda =  -0.3014434 
## Iteration 23 lambda =  -0.3014436 
## Iteration 24 lambda =  -0.3014437 
## Iteration 1 lambda =  0.2575256 
## Iteration 2 lambda =  -0.1137116 
## Iteration 3 lambda =  -0.2993302 
## Iteration 4 lambda =  -0.3921395 
## Iteration 5 lambda =  -0.4385441 
## Iteration 6 lambda =  -0.4617464 
## Iteration 7 lambda =  -0.4733476 
## Iteration 8 lambda =  -0.4791482 
## Iteration 9 lambda =  -0.4820485 
## Iteration 10 lambda =  -0.4834986 
## Iteration 11 lambda =  -0.4842237 
## Iteration 12 lambda =  -0.4845862 
## Iteration 13 lambda =  -0.4847675 
## Iteration 14 lambda =  -0.4848581 
## Iteration 15 lambda =  -0.4849034 
## Iteration 16 lambda =  -0.4849261 
## Iteration 17 lambda =  -0.4849374 
## Iteration 18 lambda =  -0.4849431 
## Iteration 19 lambda =  -0.4849459 
## Iteration 20 lambda =  -0.4849473 
## Iteration 21 lambda =  -0.4849481 
## Iteration 22 lambda =  -0.4849484 
## Iteration 23 lambda =  -0.4849486 
## Iteration 24 lambda =  -0.4849487 
## Iteration 1 lambda =  0.3215758 
## Iteration 2 lambda =  -0.01763634 
## Iteration 3 lambda =  -0.1872424 
## Iteration 4 lambda =  -0.2720454 
## Iteration 5 lambda =  -0.3144469 
## Iteration 6 lambda =  -0.3356477 
## Iteration 7 lambda =  -0.3462481 
## Iteration 8 lambda =  -0.3515483 
## Iteration 9 lambda =  -0.3541984 
## Iteration 10 lambda =  -0.3555234 
## Iteration 11 lambda =  -0.3561859 
## Iteration 12 lambda =  -0.3565172 
## Iteration 13 lambda =  -0.3566828 
## Iteration 14 lambda =  -0.3567656 
## Iteration 15 lambda =  -0.356807 
## Iteration 16 lambda =  -0.3568278 
## Iteration 17 lambda =  -0.3568381 
## Iteration 18 lambda =  -0.3568433 
## Iteration 19 lambda =  -0.3568459 
## Iteration 20 lambda =  -0.3568472 
## Iteration 21 lambda =  -0.3568478 
## Iteration 22 lambda =  -0.3568481 
## Iteration 23 lambda =  -0.3568483 
## Iteration 24 lambda =  -0.3568484 
## Iteration 1 lambda =  0.3089472 
## Iteration 2 lambda =  -0.03657915 
## Iteration 3 lambda =  -0.2093423 
## Iteration 4 lambda =  -0.2957239 
## Iteration 5 lambda =  -0.3389147 
## Iteration 6 lambda =  -0.3605101 
## Iteration 7 lambda =  -0.3713078 
## Iteration 8 lambda =  -0.3767067 
## Iteration 9 lambda =  -0.3794061 
## Iteration 10 lambda =  -0.3807558 
## Iteration 11 lambda =  -0.3814307 
## Iteration 12 lambda =  -0.3817681 
## Iteration 13 lambda =  -0.3819368 
## Iteration 14 lambda =  -0.3820212 
## Iteration 15 lambda =  -0.3820634 
## Iteration 16 lambda =  -0.3820844 
## Iteration 17 lambda =  -0.382095 
## Iteration 18 lambda =  -0.3821003 
## Iteration 19 lambda =  -0.3821029 
## Iteration 20 lambda =  -0.3821042 
## Iteration 21 lambda =  -0.3821049 
## Iteration 22 lambda =  -0.3821052 
## Iteration 23 lambda =  -0.3821054 
## Iteration 24 lambda =  -0.3821055 
## Iteration 1 lambda =  0.3091438 
## Iteration 2 lambda =  -0.0362843 
## Iteration 3 lambda =  -0.2089983 
## Iteration 4 lambda =  -0.2953554 
## Iteration 5 lambda =  -0.3385339 
## Iteration 6 lambda =  -0.3601231 
## Iteration 7 lambda =  -0.3709178 
## Iteration 8 lambda =  -0.3763151 
## Iteration 9 lambda =  -0.3790137 
## Iteration 10 lambda =  -0.3803631 
## Iteration 11 lambda =  -0.3810377 
## Iteration 12 lambda =  -0.3813751 
## Iteration 13 lambda =  -0.3815437 
## Iteration 14 lambda =  -0.3816281 
## Iteration 15 lambda =  -0.3816702 
## Iteration 16 lambda =  -0.3816913 
## Iteration 17 lambda =  -0.3817019 
## Iteration 18 lambda =  -0.3817071 
## Iteration 19 lambda =  -0.3817098 
## Iteration 20 lambda =  -0.3817111 
## Iteration 21 lambda =  -0.3817117 
## Iteration 22 lambda =  -0.3817121 
## Iteration 23 lambda =  -0.3817122 
## Iteration 24 lambda =  -0.3817123 
## Iteration 1 lambda =  0.311207 
## Iteration 2 lambda =  -0.03318944 
## Iteration 3 lambda =  -0.2053877 
## Iteration 4 lambda =  -0.2914868 
## Iteration 5 lambda =  -0.3345364 
## Iteration 6 lambda =  -0.3560611 
## Iteration 7 lambda =  -0.3668235 
## Iteration 8 lambda =  -0.3722047 
## Iteration 9 lambda =  -0.3748953 
## Iteration 10 lambda =  -0.3762406 
## Iteration 11 lambda =  -0.3769133 
## Iteration 12 lambda =  -0.3772496 
## Iteration 13 lambda =  -0.3774178 
## Iteration 14 lambda =  -0.3775018 
## Iteration 15 lambda =  -0.3775439 
## Iteration 16 lambda =  -0.3775649 
## Iteration 17 lambda =  -0.3775754 
## Iteration 18 lambda =  -0.3775807 
## Iteration 19 lambda =  -0.3775833 
## Iteration 20 lambda =  -0.3775846 
## Iteration 21 lambda =  -0.3775853 
## Iteration 22 lambda =  -0.3775856 
## Iteration 23 lambda =  -0.3775858 
## Iteration 24 lambda =  -0.3775858 
## Iteration 1 lambda =  0.2589165 
## Iteration 2 lambda =  -0.1116253 
## Iteration 3 lambda =  -0.2968961 
## Iteration 4 lambda =  -0.3895316 
## Iteration 5 lambda =  -0.4358493 
## Iteration 6 lambda =  -0.4590081 
## Iteration 7 lambda =  -0.4705876 
## Iteration 8 lambda =  -0.4763773 
## Iteration 9 lambda =  -0.4792721 
## Iteration 10 lambda =  -0.4807196 
## Iteration 11 lambda =  -0.4814433 
## Iteration 12 lambda =  -0.4818051 
## Iteration 13 lambda =  -0.4819861 
## Iteration 14 lambda =  -0.4820765 
## Iteration 15 lambda =  -0.4821218 
## Iteration 16 lambda =  -0.4821444 
## Iteration 17 lambda =  -0.4821557 
## Iteration 18 lambda =  -0.4821614 
## Iteration 19 lambda =  -0.4821642 
## Iteration 20 lambda =  -0.4821656 
## Iteration 21 lambda =  -0.4821663 
## Iteration 22 lambda =  -0.4821667 
## Iteration 23 lambda =  -0.4821668 
## Iteration 24 lambda =  -0.4821669 
## Iteration 1 lambda =  0.3000659 
## Iteration 2 lambda =  -0.0499011 
## Iteration 3 lambda =  -0.2248846 
## Iteration 4 lambda =  -0.3123764 
## Iteration 5 lambda =  -0.3561223 
## Iteration 6 lambda =  -0.3779952 
## Iteration 7 lambda =  -0.3889317 
## Iteration 8 lambda =  -0.3943999 
## Iteration 9 lambda =  -0.397134 
## Iteration 10 lambda =  -0.3985011 
## Iteration 11 lambda =  -0.3991846 
## Iteration 12 lambda =  -0.3995264 
## Iteration 13 lambda =  -0.3996973 
## Iteration 14 lambda =  -0.3997827 
## Iteration 15 lambda =  -0.3998254 
## Iteration 16 lambda =  -0.3998468 
## Iteration 17 lambda =  -0.3998575 
## Iteration 18 lambda =  -0.3998628 
## Iteration 19 lambda =  -0.3998655 
## Iteration 20 lambda =  -0.3998668 
## Iteration 21 lambda =  -0.3998675 
## Iteration 22 lambda =  -0.3998678 
## Iteration 23 lambda =  -0.399868 
## Iteration 24 lambda =  -0.3998681 
## Iteration 1 lambda =  0.304264 
## Iteration 2 lambda =  -0.04360394 
## Iteration 3 lambda =  -0.2175379 
## Iteration 4 lambda =  -0.3045049 
## Iteration 5 lambda =  -0.3479884 
## Iteration 6 lambda =  -0.3697302 
## Iteration 7 lambda =  -0.380601 
## Iteration 8 lambda =  -0.3860365 
## Iteration 9 lambda =  -0.3887542 
## Iteration 10 lambda =  -0.3901131 
## Iteration 11 lambda =  -0.3907925 
## Iteration 12 lambda =  -0.3911322 
## Iteration 13 lambda =  -0.3913021 
## Iteration 14 lambda =  -0.391387 
## Iteration 15 lambda =  -0.3914295 
## Iteration 16 lambda =  -0.3914507 
## Iteration 17 lambda =  -0.3914613 
## Iteration 18 lambda =  -0.3914666 
## Iteration 19 lambda =  -0.3914693 
## Iteration 20 lambda =  -0.3914706 
## Iteration 21 lambda =  -0.3914713 
## Iteration 22 lambda =  -0.3914716 
## Iteration 23 lambda =  -0.3914717 
## Iteration 24 lambda =  -0.3914718 
## Iteration 1 lambda =  0.3200108 
## Iteration 2 lambda =  -0.01998379 
## Iteration 3 lambda =  -0.1899811 
## Iteration 4 lambda =  -0.2749797 
## Iteration 5 lambda =  -0.3174791 
## Iteration 6 lambda =  -0.3387287 
## Iteration 7 lambda =  -0.3493536 
## Iteration 8 lambda =  -0.354666 
## Iteration 9 lambda =  -0.3573222 
## Iteration 10 lambda =  -0.3586503 
## Iteration 11 lambda =  -0.3593143 
## Iteration 12 lambda =  -0.3596464 
## Iteration 13 lambda =  -0.3598124 
## Iteration 14 lambda =  -0.3598954 
## Iteration 15 lambda =  -0.3599369 
## Iteration 16 lambda =  -0.3599576 
## Iteration 17 lambda =  -0.359968 
## Iteration 18 lambda =  -0.3599732 
## Iteration 19 lambda =  -0.3599758 
## Iteration 20 lambda =  -0.3599771 
## Iteration 21 lambda =  -0.3599777 
## Iteration 22 lambda =  -0.3599781 
## Iteration 23 lambda =  -0.3599782 
## Iteration 24 lambda =  -0.3599783 
## Iteration 1 lambda =  0.3415376 
## Iteration 2 lambda =  0.01230645 
## Iteration 3 lambda =  -0.1523091 
## Iteration 4 lambda =  -0.2346169 
## Iteration 5 lambda =  -0.2757708 
## Iteration 6 lambda =  -0.2963478 
## Iteration 7 lambda =  -0.3066363 
## Iteration 8 lambda =  -0.3117805 
## Iteration 9 lambda =  -0.3143526 
## Iteration 10 lambda =  -0.3156387 
## Iteration 11 lambda =  -0.3162817 
## Iteration 12 lambda =  -0.3166032 
## Iteration 13 lambda =  -0.316764 
## Iteration 14 lambda =  -0.3168444 
## Iteration 15 lambda =  -0.3168845 
## Iteration 16 lambda =  -0.3169046 
## Iteration 17 lambda =  -0.3169147 
## Iteration 18 lambda =  -0.3169197 
## Iteration 19 lambda =  -0.3169222 
## Iteration 20 lambda =  -0.3169235 
## Iteration 21 lambda =  -0.3169241 
## Iteration 22 lambda =  -0.3169244 
## Iteration 23 lambda =  -0.3169246 
## Iteration 24 lambda =  -0.3169247 
## Iteration 1 lambda =  0.2956006 
## Iteration 2 lambda =  -0.05659915 
## Iteration 3 lambda =  -0.232699 
## Iteration 4 lambda =  -0.3207489 
## Iteration 5 lambda =  -0.3647739 
## Iteration 6 lambda =  -0.3867864 
## Iteration 7 lambda =  -0.3977926 
## Iteration 8 lambda =  -0.4032958 
## Iteration 9 lambda =  -0.4060473 
## Iteration 10 lambda =  -0.4074231 
## Iteration 11 lambda =  -0.408111 
## Iteration 12 lambda =  -0.4084549 
## Iteration 13 lambda =  -0.4086269 
## Iteration 14 lambda =  -0.4087129 
## Iteration 15 lambda =  -0.4087559 
## Iteration 16 lambda =  -0.4087774 
## Iteration 17 lambda =  -0.4087881 
## Iteration 18 lambda =  -0.4087935 
## Iteration 19 lambda =  -0.4087962 
## Iteration 20 lambda =  -0.4087975 
## Iteration 21 lambda =  -0.4087982 
## Iteration 22 lambda =  -0.4087985 
## Iteration 23 lambda =  -0.4087987 
## Iteration 24 lambda =  -0.4087988 
## Iteration 1 lambda =  0.3142251 
## Iteration 2 lambda =  -0.02866231 
## Iteration 3 lambda =  -0.200106 
## Iteration 4 lambda =  -0.2858279 
## Iteration 5 lambda =  -0.3286888 
## Iteration 6 lambda =  -0.3501193 
## Iteration 7 lambda =  -0.3608345 
## Iteration 8 lambda =  -0.3661921 
## Iteration 9 lambda =  -0.3688709 
## Iteration 10 lambda =  -0.3702103 
## Iteration 11 lambda =  -0.3708801 
## Iteration 12 lambda =  -0.3712149 
## Iteration 13 lambda =  -0.3713823 
## Iteration 14 lambda =  -0.371466 
## Iteration 15 lambda =  -0.3715079 
## Iteration 16 lambda =  -0.3715288 
## Iteration 17 lambda =  -0.3715393 
## Iteration 18 lambda =  -0.3715445 
## Iteration 19 lambda =  -0.3715471 
## Iteration 20 lambda =  -0.3715484 
## Iteration 21 lambda =  -0.3715491 
## Iteration 22 lambda =  -0.3715494 
## Iteration 23 lambda =  -0.3715496 
## Iteration 24 lambda =  -0.3715497 
## Iteration 1 lambda =  0.3174796 
## Iteration 2 lambda =  -0.02378055 
## Iteration 3 lambda =  -0.1944106 
## Iteration 4 lambda =  -0.2797257 
## Iteration 5 lambda =  -0.3223832 
## Iteration 6 lambda =  -0.343712 
## Iteration 7 lambda =  -0.3543763 
## Iteration 8 lambda =  -0.3597085 
## Iteration 9 lambda =  -0.3623746 
## Iteration 10 lambda =  -0.3637077 
## Iteration 11 lambda =  -0.3643742 
## Iteration 12 lambda =  -0.3647075 
## Iteration 13 lambda =  -0.3648741 
## Iteration 14 lambda =  -0.3649574 
## Iteration 15 lambda =  -0.3649991 
## Iteration 16 lambda =  -0.3650199 
## Iteration 17 lambda =  -0.3650303 
## Iteration 18 lambda =  -0.3650355 
## Iteration 19 lambda =  -0.3650381 
## Iteration 20 lambda =  -0.3650394 
## Iteration 21 lambda =  -0.3650401 
## Iteration 22 lambda =  -0.3650404 
## Iteration 23 lambda =  -0.3650406 
## Iteration 24 lambda =  -0.3650406 
## Iteration 1 lambda =  0.256994 
## Iteration 2 lambda =  -0.1145091 
## Iteration 3 lambda =  -0.3002606 
## Iteration 4 lambda =  -0.3931363 
## Iteration 5 lambda =  -0.4395742 
## Iteration 6 lambda =  -0.4627931 
## Iteration 7 lambda =  -0.4744026 
## Iteration 8 lambda =  -0.4802073 
## Iteration 9 lambda =  -0.4831097 
## Iteration 10 lambda =  -0.4845609 
## Iteration 11 lambda =  -0.4852865 
## Iteration 12 lambda =  -0.4856493 
## Iteration 13 lambda =  -0.4858307 
## Iteration 14 lambda =  -0.4859214 
## Iteration 15 lambda =  -0.4859667 
## Iteration 16 lambda =  -0.4859894 
## Iteration 17 lambda =  -0.4860007 
## Iteration 18 lambda =  -0.4860064 
## Iteration 19 lambda =  -0.4860092 
## Iteration 20 lambda =  -0.4860107 
## Iteration 21 lambda =  -0.4860114 
## Iteration 22 lambda =  -0.4860117 
## Iteration 23 lambda =  -0.4860119 
## Iteration 24 lambda =  -0.486012 
## Iteration 1 lambda =  0.2988836 
## Iteration 2 lambda =  -0.05167462 
## Iteration 3 lambda =  -0.2269537 
## Iteration 4 lambda =  -0.3145933 
## Iteration 5 lambda =  -0.358413 
## Iteration 6 lambda =  -0.3803229 
## Iteration 7 lambda =  -0.3912779 
## Iteration 8 lambda =  -0.3967554 
## Iteration 9 lambda =  -0.3994941 
## Iteration 10 lambda =  -0.4008635 
## Iteration 11 lambda =  -0.4015481 
## Iteration 12 lambda =  -0.4018905 
## Iteration 13 lambda =  -0.4020617 
## Iteration 14 lambda =  -0.4021472 
## Iteration 15 lambda =  -0.40219 
## Iteration 16 lambda =  -0.4022114 
## Iteration 17 lambda =  -0.4022221 
## Iteration 18 lambda =  -0.4022275 
## Iteration 19 lambda =  -0.4022302 
## Iteration 20 lambda =  -0.4022315 
## Iteration 21 lambda =  -0.4022322 
## Iteration 22 lambda =  -0.4022325 
## Iteration 23 lambda =  -0.4022327 
## Iteration 24 lambda =  -0.4022327 
## Iteration 1 lambda =  0.3252939 
## Iteration 2 lambda =  -0.01205912 
## Iteration 3 lambda =  -0.1807356 
## Iteration 4 lambda =  -0.2650739 
## Iteration 5 lambda =  -0.307243 
## Iteration 6 lambda =  -0.3283276 
## Iteration 7 lambda =  -0.3388699 
## Iteration 8 lambda =  -0.344141 
## Iteration 9 lambda =  -0.3467766 
## Iteration 10 lambda =  -0.3480944 
## Iteration 11 lambda =  -0.3487533 
## Iteration 12 lambda =  -0.3490827 
## Iteration 13 lambda =  -0.3492474 
## Iteration 14 lambda =  -0.3493298 
## Iteration 15 lambda =  -0.349371 
## Iteration 16 lambda =  -0.3493916 
## Iteration 17 lambda =  -0.3494019 
## Iteration 18 lambda =  -0.349407 
## Iteration 19 lambda =  -0.3494096 
## Iteration 20 lambda =  -0.3494109 
## Iteration 21 lambda =  -0.3494115 
## Iteration 22 lambda =  -0.3494118 
## Iteration 23 lambda =  -0.349412 
## Iteration 24 lambda =  -0.3494121 
## Iteration 1 lambda =  0.3281356 
## Iteration 2 lambda =  -0.007796625 
## Iteration 3 lambda =  -0.1757627 
## Iteration 4 lambda =  -0.2597458 
## Iteration 5 lambda =  -0.3017373 
## Iteration 6 lambda =  -0.3227331 
## Iteration 7 lambda =  -0.333231 
## Iteration 8 lambda =  -0.3384799 
## Iteration 9 lambda =  -0.3411044 
## Iteration 10 lambda =  -0.3424166 
## Iteration 11 lambda =  -0.3430727 
## Iteration 12 lambda =  -0.3434008 
## Iteration 13 lambda =  -0.3435648 
## Iteration 14 lambda =  -0.3436468 
## Iteration 15 lambda =  -0.3436878 
## Iteration 16 lambda =  -0.3437083 
## Iteration 17 lambda =  -0.3437186 
## Iteration 18 lambda =  -0.3437237 
## Iteration 19 lambda =  -0.3437263 
## Iteration 20 lambda =  -0.3437276 
## Iteration 21 lambda =  -0.3437282 
## Iteration 22 lambda =  -0.3437285 
## Iteration 23 lambda =  -0.3437287 
## Iteration 24 lambda =  -0.3437288 
## Iteration 1 lambda =  0.2952244 
## Iteration 2 lambda =  -0.05716333 
## Iteration 3 lambda =  -0.2333572 
## Iteration 4 lambda =  -0.3214542 
## Iteration 5 lambda =  -0.3655026 
## Iteration 6 lambda =  -0.3875269 
## Iteration 7 lambda =  -0.398539 
## Iteration 8 lambda =  -0.404045 
## Iteration 9 lambda =  -0.4067981 
## Iteration 10 lambda =  -0.4081746 
## Iteration 11 lambda =  -0.4088628 
## Iteration 12 lambda =  -0.409207 
## Iteration 13 lambda =  -0.409379 
## Iteration 14 lambda =  -0.4094651 
## Iteration 15 lambda =  -0.4095081 
## Iteration 16 lambda =  -0.4095296 
## Iteration 17 lambda =  -0.4095404 
## Iteration 18 lambda =  -0.4095457 
## Iteration 19 lambda =  -0.4095484 
## Iteration 20 lambda =  -0.4095498 
## Iteration 21 lambda =  -0.4095504 
## Iteration 22 lambda =  -0.4095508 
## Iteration 23 lambda =  -0.4095509 
## Iteration 24 lambda =  -0.409551 
## Iteration 1 lambda =  0.2896202 
## Iteration 2 lambda =  -0.06556977 
## Iteration 3 lambda =  -0.2431647 
## Iteration 4 lambda =  -0.3319622 
## Iteration 5 lambda =  -0.376361 
## Iteration 6 lambda =  -0.3985603 
## Iteration 7 lambda =  -0.40966 
## Iteration 8 lambda =  -0.4152099 
## Iteration 9 lambda =  -0.4179848 
## Iteration 10 lambda =  -0.4193722 
## Iteration 11 lambda =  -0.420066 
## Iteration 12 lambda =  -0.4204128 
## Iteration 13 lambda =  -0.4205863 
## Iteration 14 lambda =  -0.420673 
## Iteration 15 lambda =  -0.4207163 
## Iteration 16 lambda =  -0.420738 
## Iteration 17 lambda =  -0.4207489 
## Iteration 18 lambda =  -0.4207543 
## Iteration 19 lambda =  -0.420757 
## Iteration 20 lambda =  -0.4207583 
## Iteration 21 lambda =  -0.420759 
## Iteration 22 lambda =  -0.4207594 
## Iteration 23 lambda =  -0.4207595 
## Iteration 24 lambda =  -0.4207596 
## Iteration 1 lambda =  0.3198342 
## Iteration 2 lambda =  -0.02024876 
## Iteration 3 lambda =  -0.1902902 
## Iteration 4 lambda =  -0.275311 
## Iteration 5 lambda =  -0.3178213 
## Iteration 6 lambda =  -0.3390765 
## Iteration 7 lambda =  -0.3497041 
## Iteration 8 lambda =  -0.3550179 
## Iteration 9 lambda =  -0.3576748 
## Iteration 10 lambda =  -0.3590032 
## Iteration 11 lambda =  -0.3596675 
## Iteration 12 lambda =  -0.3599996 
## Iteration 13 lambda =  -0.3601656 
## Iteration 14 lambda =  -0.3602487 
## Iteration 15 lambda =  -0.3602902 
## Iteration 16 lambda =  -0.3603109 
## Iteration 17 lambda =  -0.3603213 
## Iteration 18 lambda =  -0.3603265 
## Iteration 19 lambda =  -0.3603291 
## Iteration 20 lambda =  -0.3603304 
## Iteration 21 lambda =  -0.360331 
## Iteration 22 lambda =  -0.3603314 
## Iteration 23 lambda =  -0.3603315 
## Iteration 24 lambda =  -0.3603316 
## Iteration 1 lambda =  0.3053865 
## Iteration 2 lambda =  -0.04192027 
## Iteration 3 lambda =  -0.2155736 
## Iteration 4 lambda =  -0.3024003 
## Iteration 5 lambda =  -0.3458137 
## Iteration 6 lambda =  -0.3675204 
## Iteration 7 lambda =  -0.3783737 
## Iteration 8 lambda =  -0.3838004 
## Iteration 9 lambda =  -0.3865137 
## Iteration 10 lambda =  -0.3878704 
## Iteration 11 lambda =  -0.3885487 
## Iteration 12 lambda =  -0.3888879 
## Iteration 13 lambda =  -0.3890574 
## Iteration 14 lambda =  -0.3891422 
## Iteration 15 lambda =  -0.3891846 
## Iteration 16 lambda =  -0.3892058 
## Iteration 17 lambda =  -0.3892164 
## Iteration 18 lambda =  -0.3892217 
## Iteration 19 lambda =  -0.3892244 
## Iteration 20 lambda =  -0.3892257 
## Iteration 21 lambda =  -0.3892264 
## Iteration 22 lambda =  -0.3892267 
## Iteration 23 lambda =  -0.3892269 
## Iteration 24 lambda =  -0.3892269 
## Iteration 1 lambda =  0.307853 
## Iteration 2 lambda =  -0.03822054 
## Iteration 3 lambda =  -0.2112573 
## Iteration 4 lambda =  -0.2977757 
## Iteration 5 lambda =  -0.3410349 
## Iteration 6 lambda =  -0.3626645 
## Iteration 7 lambda =  -0.3734793 
## Iteration 8 lambda =  -0.3788867 
## Iteration 9 lambda =  -0.3815904 
## Iteration 10 lambda =  -0.3829422 
## Iteration 11 lambda =  -0.3836181 
## Iteration 12 lambda =  -0.3839561 
## Iteration 13 lambda =  -0.3841251 
## Iteration 14 lambda =  -0.3842096 
## Iteration 15 lambda =  -0.3842518 
## Iteration 16 lambda =  -0.3842729 
## Iteration 17 lambda =  -0.3842835 
## Iteration 18 lambda =  -0.3842888 
## Iteration 19 lambda =  -0.3842914 
## Iteration 20 lambda =  -0.3842927 
## Iteration 21 lambda =  -0.3842934 
## Iteration 22 lambda =  -0.3842937 
## Iteration 23 lambda =  -0.3842939 
## Iteration 24 lambda =  -0.384294 
## Iteration 1 lambda =  0.2795933 
## Iteration 2 lambda =  -0.08061001 
## Iteration 3 lambda =  -0.2607117 
## Iteration 4 lambda =  -0.3507625 
## Iteration 5 lambda =  -0.3957879 
## Iteration 6 lambda =  -0.4183006 
## Iteration 7 lambda =  -0.429557 
## Iteration 8 lambda =  -0.4351852 
## Iteration 9 lambda =  -0.4379993 
## Iteration 10 lambda =  -0.4394063 
## Iteration 11 lambda =  -0.4401098 
## Iteration 12 lambda =  -0.4404616 
## Iteration 13 lambda =  -0.4406375 
## Iteration 14 lambda =  -0.4407254 
## Iteration 15 lambda =  -0.4407694 
## Iteration 16 lambda =  -0.4407914 
## Iteration 17 lambda =  -0.4408023 
## Iteration 18 lambda =  -0.4408078 
## Iteration 19 lambda =  -0.4408106 
## Iteration 20 lambda =  -0.440812 
## Iteration 21 lambda =  -0.4408127 
## Iteration 22 lambda =  -0.440813 
## Iteration 23 lambda =  -0.4408132 
## Iteration 24 lambda =  -0.4408133 
## Iteration 1 lambda =  0.3095305 
## Iteration 2 lambda =  -0.03570424 
## Iteration 3 lambda =  -0.2083216 
## Iteration 4 lambda =  -0.2946303 
## Iteration 5 lambda =  -0.3377846 
## Iteration 6 lambda =  -0.3593618 
## Iteration 7 lambda =  -0.3701504 
## Iteration 8 lambda =  -0.3755447 
## Iteration 9 lambda =  -0.3782418 
## Iteration 10 lambda =  -0.3795904 
## Iteration 11 lambda =  -0.3802647 
## Iteration 12 lambda =  -0.3806018 
## Iteration 13 lambda =  -0.3807704 
## Iteration 14 lambda =  -0.3808547 
## Iteration 15 lambda =  -0.3808968 
## Iteration 16 lambda =  -0.3809179 
## Iteration 17 lambda =  -0.3809284 
## Iteration 18 lambda =  -0.3809337 
## Iteration 19 lambda =  -0.3809363 
## Iteration 20 lambda =  -0.3809377 
## Iteration 21 lambda =  -0.3809383 
## Iteration 22 lambda =  -0.3809387 
## Iteration 23 lambda =  -0.3809388 
## Iteration 24 lambda =  -0.3809389 
## Iteration 1 lambda =  0.3197432 
## Iteration 2 lambda =  -0.02038525 
## Iteration 3 lambda =  -0.1904495 
## Iteration 4 lambda =  -0.2754816 
## Iteration 5 lambda =  -0.3179976 
## Iteration 6 lambda =  -0.3392556 
## Iteration 7 lambda =  -0.3498847 
## Iteration 8 lambda =  -0.3551992 
## Iteration 9 lambda =  -0.3578564 
## Iteration 10 lambda =  -0.359185 
## Iteration 11 lambda =  -0.3598494 
## Iteration 12 lambda =  -0.3601815 
## Iteration 13 lambda =  -0.3603476 
## Iteration 14 lambda =  -0.3604306 
## Iteration 15 lambda =  -0.3604722 
## Iteration 16 lambda =  -0.3604929 
## Iteration 17 lambda =  -0.3605033 
## Iteration 18 lambda =  -0.3605085 
## Iteration 19 lambda =  -0.3605111 
## Iteration 20 lambda =  -0.3605124 
## Iteration 21 lambda =  -0.360513 
## Iteration 22 lambda =  -0.3605133 
## Iteration 23 lambda =  -0.3605135 
## Iteration 24 lambda =  -0.3605136 
## Iteration 1 lambda =  0.2917824 
## Iteration 2 lambda =  -0.06232634 
## Iteration 3 lambda =  -0.2393807 
## Iteration 4 lambda =  -0.3279079 
## Iteration 5 lambda =  -0.3721715 
## Iteration 6 lambda =  -0.3943033 
## Iteration 7 lambda =  -0.4053692 
## Iteration 8 lambda =  -0.4109022 
## Iteration 9 lambda =  -0.4136686 
## Iteration 10 lambda =  -0.4150519 
## Iteration 11 lambda =  -0.4157435 
## Iteration 12 lambda =  -0.4160893 
## Iteration 13 lambda =  -0.4162622 
## Iteration 14 lambda =  -0.4163487 
## Iteration 15 lambda =  -0.4163919 
## Iteration 16 lambda =  -0.4164135 
## Iteration 17 lambda =  -0.4164243 
## Iteration 18 lambda =  -0.4164297 
## Iteration 19 lambda =  -0.4164324 
## Iteration 20 lambda =  -0.4164338 
## Iteration 21 lambda =  -0.4164344 
## Iteration 22 lambda =  -0.4164348 
## Iteration 23 lambda =  -0.4164349 
## Iteration 24 lambda =  -0.416435 
## Iteration 1 lambda =  0.2805437 
## Iteration 2 lambda =  -0.07918449 
## Iteration 3 lambda =  -0.2590486 
## Iteration 4 lambda =  -0.3489806 
## Iteration 5 lambda =  -0.3939466 
## Iteration 6 lambda =  -0.4164296 
## Iteration 7 lambda =  -0.4276711 
## Iteration 8 lambda =  -0.4332919 
## Iteration 9 lambda =  -0.4361023 
## Iteration 10 lambda =  -0.4375075 
## Iteration 11 lambda =  -0.4382101 
## Iteration 12 lambda =  -0.4385614 
## Iteration 13 lambda =  -0.438737 
## Iteration 14 lambda =  -0.4388248 
## Iteration 15 lambda =  -0.4388687 
## Iteration 16 lambda =  -0.4388907 
## Iteration 17 lambda =  -0.4389017 
## Iteration 18 lambda =  -0.4389072 
## Iteration 19 lambda =  -0.4389099 
## Iteration 20 lambda =  -0.4389113 
## Iteration 21 lambda =  -0.438912 
## Iteration 22 lambda =  -0.4389123 
## Iteration 23 lambda =  -0.4389125 
## Iteration 24 lambda =  -0.4389126 
## Iteration 1 lambda =  0.2985267 
## Iteration 2 lambda =  -0.05221 
## Iteration 3 lambda =  -0.2275783 
## Iteration 4 lambda =  -0.3152625 
## Iteration 5 lambda =  -0.3591046 
## Iteration 6 lambda =  -0.3810256 
## Iteration 7 lambda =  -0.3919861 
## Iteration 8 lambda =  -0.3974664 
## Iteration 9 lambda =  -0.4002065 
## Iteration 10 lambda =  -0.4015766 
## Iteration 11 lambda =  -0.4022616 
## Iteration 12 lambda =  -0.4026042 
## Iteration 13 lambda =  -0.4027754 
## Iteration 14 lambda =  -0.402861 
## Iteration 15 lambda =  -0.4029039 
## Iteration 16 lambda =  -0.4029253 
## Iteration 17 lambda =  -0.402936 
## Iteration 18 lambda =  -0.4029413 
## Iteration 19 lambda =  -0.402944 
## Iteration 20 lambda =  -0.4029453 
## Iteration 21 lambda =  -0.402946 
## Iteration 22 lambda =  -0.4029463 
## Iteration 23 lambda =  -0.4029465 
## Iteration 24 lambda =  -0.4029466 
## Iteration 1 lambda =  0.2892732 
## Iteration 2 lambda =  -0.06609019 
## Iteration 3 lambda =  -0.2437719 
## Iteration 4 lambda =  -0.3326127 
## Iteration 5 lambda =  -0.3770332 
## Iteration 6 lambda =  -0.3992434 
## Iteration 7 lambda =  -0.4103485 
## Iteration 8 lambda =  -0.415901 
## Iteration 9 lambda =  -0.4186773 
## Iteration 10 lambda =  -0.4200654 
## Iteration 11 lambda =  -0.4207595 
## Iteration 12 lambda =  -0.4211066 
## Iteration 13 lambda =  -0.4212801 
## Iteration 14 lambda =  -0.4213668 
## Iteration 15 lambda =  -0.4214102 
## Iteration 16 lambda =  -0.4214319 
## Iteration 17 lambda =  -0.4214427 
## Iteration 18 lambda =  -0.4214482 
## Iteration 19 lambda =  -0.4214509 
## Iteration 20 lambda =  -0.4214522 
## Iteration 21 lambda =  -0.4214529 
## Iteration 22 lambda =  -0.4214532 
## Iteration 23 lambda =  -0.4214534 
## Iteration 24 lambda =  -0.4214535 
## Iteration 1 lambda =  0.3528786 
## Iteration 2 lambda =  0.02931792 
## Iteration 3 lambda =  -0.1324624 
## Iteration 4 lambda =  -0.2133526 
## Iteration 5 lambda =  -0.2537977 
## Iteration 6 lambda =  -0.2740202 
## Iteration 7 lambda =  -0.2841315 
## Iteration 8 lambda =  -0.2891871 
## Iteration 9 lambda =  -0.291715 
## Iteration 10 lambda =  -0.2929789 
## Iteration 11 lambda =  -0.2936108 
## Iteration 12 lambda =  -0.2939268 
## Iteration 13 lambda =  -0.2940848 
## Iteration 14 lambda =  -0.2941638 
## Iteration 15 lambda =  -0.2942033 
## Iteration 16 lambda =  -0.294223 
## Iteration 17 lambda =  -0.2942329 
## Iteration 18 lambda =  -0.2942378 
## Iteration 19 lambda =  -0.2942403 
## Iteration 20 lambda =  -0.2942415 
## Iteration 21 lambda =  -0.2942422 
## Iteration 22 lambda =  -0.2942425 
## Iteration 23 lambda =  -0.2942426 
## Iteration 24 lambda =  -0.2942427 
## Iteration 1 lambda =  0.3414078 
## Iteration 2 lambda =  0.01211167 
## Iteration 3 lambda =  -0.1525364 
## Iteration 4 lambda =  -0.2348604 
## Iteration 5 lambda =  -0.2760224 
## Iteration 6 lambda =  -0.2966034 
## Iteration 7 lambda =  -0.3068939 
## Iteration 8 lambda =  -0.3120392 
## Iteration 9 lambda =  -0.3146118 
## Iteration 10 lambda =  -0.3158981 
## Iteration 11 lambda =  -0.3165413 
## Iteration 12 lambda =  -0.3168629 
## Iteration 13 lambda =  -0.3170237 
## Iteration 14 lambda =  -0.3171041 
## Iteration 15 lambda =  -0.3171442 
## Iteration 16 lambda =  -0.3171643 
## Iteration 17 lambda =  -0.3171744 
## Iteration 18 lambda =  -0.3171794 
## Iteration 19 lambda =  -0.3171819 
## Iteration 20 lambda =  -0.3171832 
## Iteration 21 lambda =  -0.3171838 
## Iteration 22 lambda =  -0.3171841 
## Iteration 23 lambda =  -0.3171843 
## Iteration 24 lambda =  -0.3171844 
## Iteration 1 lambda =  0.3300344 
## Iteration 2 lambda =  -0.004948408 
## Iteration 3 lambda =  -0.1724398 
## Iteration 4 lambda =  -0.2561855 
## Iteration 5 lambda =  -0.2980584 
## Iteration 6 lambda =  -0.3189948 
## Iteration 7 lambda =  -0.329463 
## Iteration 8 lambda =  -0.3346971 
## Iteration 9 lambda =  -0.3373142 
## Iteration 10 lambda =  -0.3386227 
## Iteration 11 lambda =  -0.3392769 
## Iteration 12 lambda =  -0.3396041 
## Iteration 13 lambda =  -0.3397676 
## Iteration 14 lambda =  -0.3398494 
## Iteration 15 lambda =  -0.3398903 
## Iteration 16 lambda =  -0.3399108 
## Iteration 17 lambda =  -0.339921 
## Iteration 18 lambda =  -0.3399261 
## Iteration 19 lambda =  -0.3399287 
## Iteration 20 lambda =  -0.3399299 
## Iteration 21 lambda =  -0.3399306 
## Iteration 22 lambda =  -0.3399309 
## Iteration 23 lambda =  -0.3399311 
## Iteration 24 lambda =  -0.3399311 
## Iteration 1 lambda =  0.3232695 
## Iteration 2 lambda =  -0.01509572 
## Iteration 3 lambda =  -0.1842783 
## Iteration 4 lambda =  -0.2688697 
## Iteration 5 lambda =  -0.3111653 
## Iteration 6 lambda =  -0.3323131 
## Iteration 7 lambda =  -0.342887 
## Iteration 8 lambda =  -0.348174 
## Iteration 9 lambda =  -0.3508175 
## Iteration 10 lambda =  -0.3521392 
## Iteration 11 lambda =  -0.3528001 
## Iteration 12 lambda =  -0.3531305 
## Iteration 13 lambda =  -0.3532957 
## Iteration 14 lambda =  -0.3533784 
## Iteration 15 lambda =  -0.3534197 
## Iteration 16 lambda =  -0.3534403 
## Iteration 17 lambda =  -0.3534506 
## Iteration 18 lambda =  -0.3534558 
## Iteration 19 lambda =  -0.3534584 
## Iteration 20 lambda =  -0.3534597 
## Iteration 21 lambda =  -0.3534603 
## Iteration 22 lambda =  -0.3534606 
## Iteration 23 lambda =  -0.3534608 
## Iteration 24 lambda =  -0.3534609 
## Iteration 1 lambda =  0.2980818 
## Iteration 2 lambda =  -0.05287736 
## Iteration 3 lambda =  -0.2283569 
## Iteration 4 lambda =  -0.3160967 
## Iteration 5 lambda =  -0.3599666 
## Iteration 6 lambda =  -0.3819015 
## Iteration 7 lambda =  -0.392869 
## Iteration 8 lambda =  -0.3983527 
## Iteration 9 lambda =  -0.4010946 
## Iteration 10 lambda =  -0.4024656 
## Iteration 11 lambda =  -0.403151 
## Iteration 12 lambda =  -0.4034938 
## Iteration 13 lambda =  -0.4036651 
## Iteration 14 lambda =  -0.4037508 
## Iteration 15 lambda =  -0.4037936 
## Iteration 16 lambda =  -0.4038151 
## Iteration 17 lambda =  -0.4038258 
## Iteration 18 lambda =  -0.4038311 
## Iteration 19 lambda =  -0.4038338 
## Iteration 20 lambda =  -0.4038351 
## Iteration 21 lambda =  -0.4038358 
## Iteration 22 lambda =  -0.4038361 
## Iteration 23 lambda =  -0.4038363 
## Iteration 24 lambda =  -0.4038364 
## Iteration 1 lambda =  0.3298314 
## Iteration 2 lambda =  -0.005252922 
## Iteration 3 lambda =  -0.1727951 
## Iteration 4 lambda =  -0.2565662 
## Iteration 5 lambda =  -0.2984517 
## Iteration 6 lambda =  -0.3193945 
## Iteration 7 lambda =  -0.3298658 
## Iteration 8 lambda =  -0.3351015 
## Iteration 9 lambda =  -0.3377194 
## Iteration 10 lambda =  -0.3390283 
## Iteration 11 lambda =  -0.3396828 
## Iteration 12 lambda =  -0.34001 
## Iteration 13 lambda =  -0.3401736 
## Iteration 14 lambda =  -0.3402554 
## Iteration 15 lambda =  -0.3402963 
## Iteration 16 lambda =  -0.3403168 
## Iteration 17 lambda =  -0.340327 
## Iteration 18 lambda =  -0.3403321 
## Iteration 19 lambda =  -0.3403347 
## Iteration 20 lambda =  -0.340336 
## Iteration 21 lambda =  -0.3403366 
## Iteration 22 lambda =  -0.3403369 
## Iteration 23 lambda =  -0.3403371 
## Iteration 24 lambda =  -0.3403371 
## Iteration 1 lambda =  0.3246343 
## Iteration 2 lambda =  -0.01304861 
## Iteration 3 lambda =  -0.18189 
## Iteration 4 lambda =  -0.2663108 
## Iteration 5 lambda =  -0.3085211 
## Iteration 6 lambda =  -0.3296263 
## Iteration 7 lambda =  -0.3401789 
## Iteration 8 lambda =  -0.3454552 
## Iteration 9 lambda =  -0.3480933 
## Iteration 10 lambda =  -0.3494124 
## Iteration 11 lambda =  -0.3500719 
## Iteration 12 lambda =  -0.3504017 
## Iteration 13 lambda =  -0.3505666 
## Iteration 14 lambda =  -0.350649 
## Iteration 15 lambda =  -0.3506903 
## Iteration 16 lambda =  -0.3507109 
## Iteration 17 lambda =  -0.3507212 
## Iteration 18 lambda =  -0.3507263 
## Iteration 19 lambda =  -0.3507289 
## Iteration 20 lambda =  -0.3507302 
## Iteration 21 lambda =  -0.3507308 
## Iteration 22 lambda =  -0.3507312 
## Iteration 23 lambda =  -0.3507313 
## Iteration 24 lambda =  -0.3507314 
## Iteration 1 lambda =  0.2814714 
## Iteration 2 lambda =  -0.0777929 
## Iteration 3 lambda =  -0.257425 
## Iteration 4 lambda =  -0.3472411 
## Iteration 5 lambda =  -0.3921492 
## Iteration 6 lambda =  -0.4146032 
## Iteration 7 lambda =  -0.4258302 
## Iteration 8 lambda =  -0.4314437 
## Iteration 9 lambda =  -0.4342504 
## Iteration 10 lambda =  -0.4356538 
## Iteration 11 lambda =  -0.4363555 
## Iteration 12 lambda =  -0.4367064 
## Iteration 13 lambda =  -0.4368818 
## Iteration 14 lambda =  -0.4369695 
## Iteration 15 lambda =  -0.4370133 
## Iteration 16 lambda =  -0.4370353 
## Iteration 17 lambda =  -0.4370462 
## Iteration 18 lambda =  -0.4370517 
## Iteration 19 lambda =  -0.4370545 
## Iteration 20 lambda =  -0.4370558 
## Iteration 21 lambda =  -0.4370565 
## Iteration 22 lambda =  -0.4370569 
## Iteration 23 lambda =  -0.437057 
## Iteration 24 lambda =  -0.4370571 
## Iteration 1 lambda =  0.3237737 
## Iteration 2 lambda =  -0.0143394 
## Iteration 3 lambda =  -0.183396 
## Iteration 4 lambda =  -0.2679242 
## Iteration 5 lambda =  -0.3101884 
## Iteration 6 lambda =  -0.3313205 
## Iteration 7 lambda =  -0.3418865 
## Iteration 8 lambda =  -0.3471695 
## Iteration 9 lambda =  -0.349811 
## Iteration 10 lambda =  -0.3511318 
## Iteration 11 lambda =  -0.3517922 
## Iteration 12 lambda =  -0.3521223 
## Iteration 13 lambda =  -0.3522874 
## Iteration 14 lambda =  -0.35237 
## Iteration 15 lambda =  -0.3524113 
## Iteration 16 lambda =  -0.3524319 
## Iteration 17 lambda =  -0.3524422 
## Iteration 18 lambda =  -0.3524474 
## Iteration 19 lambda =  -0.3524499 
## Iteration 20 lambda =  -0.3524512 
## Iteration 21 lambda =  -0.3524519 
## Iteration 22 lambda =  -0.3524522 
## Iteration 23 lambda =  -0.3524524 
## Iteration 24 lambda =  -0.3524524 
## Iteration 1 lambda =  0.3004304 
## Iteration 2 lambda =  -0.04935444 
## Iteration 3 lambda =  -0.2242468 
## Iteration 4 lambda =  -0.3116931 
## Iteration 5 lambda =  -0.3554162 
## Iteration 6 lambda =  -0.3772777 
## Iteration 7 lambda =  -0.3882085 
## Iteration 8 lambda =  -0.3936739 
## Iteration 9 lambda =  -0.3964066 
## Iteration 10 lambda =  -0.3977729 
## Iteration 11 lambda =  -0.3984561 
## Iteration 12 lambda =  -0.3987977 
## Iteration 13 lambda =  -0.3989685 
## Iteration 14 lambda =  -0.3990539 
## Iteration 15 lambda =  -0.3990966 
## Iteration 16 lambda =  -0.3991179 
## Iteration 17 lambda =  -0.3991286 
## Iteration 18 lambda =  -0.3991339 
## Iteration 19 lambda =  -0.3991366 
## Iteration 20 lambda =  -0.3991379 
## Iteration 21 lambda =  -0.3991386 
## Iteration 22 lambda =  -0.3991389 
## Iteration 23 lambda =  -0.3991391 
## Iteration 24 lambda =  -0.3991392 
## Iteration 1 lambda =  0.3194941 
## Iteration 2 lambda =  -0.02075891 
## Iteration 3 lambda =  -0.1908854 
## Iteration 4 lambda =  -0.2759486 
## Iteration 5 lambda =  -0.3184803 
## Iteration 6 lambda =  -0.3397461 
## Iteration 7 lambda =  -0.350379 
## Iteration 8 lambda =  -0.3556954 
## Iteration 9 lambda =  -0.3583537 
## Iteration 10 lambda =  -0.3596828 
## Iteration 11 lambda =  -0.3603473 
## Iteration 12 lambda =  -0.3606796 
## Iteration 13 lambda =  -0.3608457 
## Iteration 14 lambda =  -0.3609288 
## Iteration 15 lambda =  -0.3609703 
## Iteration 16 lambda =  -0.3609911 
## Iteration 17 lambda =  -0.3610015 
## Iteration 18 lambda =  -0.3610067 
## Iteration 19 lambda =  -0.3610093 
## Iteration 20 lambda =  -0.3610106 
## Iteration 21 lambda =  -0.3610112 
## Iteration 22 lambda =  -0.3610116 
## Iteration 23 lambda =  -0.3610117 
## Iteration 24 lambda =  -0.3610118 
## Iteration 1 lambda =  0.3203703 
## Iteration 2 lambda =  -0.01944462 
## Iteration 3 lambda =  -0.1893521 
## Iteration 4 lambda =  -0.2743058 
## Iteration 5 lambda =  -0.3167826 
## Iteration 6 lambda =  -0.3380211 
## Iteration 7 lambda =  -0.3486403 
## Iteration 8 lambda =  -0.3539499 
## Iteration 9 lambda =  -0.3566047 
## Iteration 10 lambda =  -0.3579321 
## Iteration 11 lambda =  -0.3585958 
## Iteration 12 lambda =  -0.3589276 
## Iteration 13 lambda =  -0.3590936 
## Iteration 14 lambda =  -0.3591765 
## Iteration 15 lambda =  -0.359218 
## Iteration 16 lambda =  -0.3592388 
## Iteration 17 lambda =  -0.3592491 
## Iteration 18 lambda =  -0.3592543 
## Iteration 19 lambda =  -0.3592569 
## Iteration 20 lambda =  -0.3592582 
## Iteration 21 lambda =  -0.3592588 
## Iteration 22 lambda =  -0.3592592 
## Iteration 23 lambda =  -0.3592593 
## Iteration 24 lambda =  -0.3592594 
## Iteration 1 lambda =  0.2589038 
## Iteration 2 lambda =  -0.1116442 
## Iteration 3 lambda =  -0.2969183 
## Iteration 4 lambda =  -0.3895553 
## Iteration 5 lambda =  -0.4358738 
## Iteration 6 lambda =  -0.4590331 
## Iteration 7 lambda =  -0.4706127 
## Iteration 8 lambda =  -0.4764025 
## Iteration 9 lambda =  -0.4792974 
## Iteration 10 lambda =  -0.4807449 
## Iteration 11 lambda =  -0.4814686 
## Iteration 12 lambda =  -0.4818304 
## Iteration 13 lambda =  -0.4820114 
## Iteration 14 lambda =  -0.4821018 
## Iteration 15 lambda =  -0.4821471 
## Iteration 16 lambda =  -0.4821697 
## Iteration 17 lambda =  -0.482181 
## Iteration 18 lambda =  -0.4821867 
## Iteration 19 lambda =  -0.4821895 
## Iteration 20 lambda =  -0.4821909 
## Iteration 21 lambda =  -0.4821916 
## Iteration 22 lambda =  -0.482192 
## Iteration 23 lambda =  -0.4821921 
## Iteration 24 lambda =  -0.4821922 
## Iteration 1 lambda =  0.3195718 
## Iteration 2 lambda =  -0.02064223 
## Iteration 3 lambda =  -0.1907493 
## Iteration 4 lambda =  -0.2758028 
## Iteration 5 lambda =  -0.3183296 
## Iteration 6 lambda =  -0.3395929 
## Iteration 7 lambda =  -0.3502246 
## Iteration 8 lambda =  -0.3555405 
## Iteration 9 lambda =  -0.3581984 
## Iteration 10 lambda =  -0.3595273 
## Iteration 11 lambda =  -0.3601918 
## Iteration 12 lambda =  -0.3605241 
## Iteration 13 lambda =  -0.3606902 
## Iteration 14 lambda =  -0.3607733 
## Iteration 15 lambda =  -0.3608148 
## Iteration 16 lambda =  -0.3608355 
## Iteration 17 lambda =  -0.3608459 
## Iteration 18 lambda =  -0.3608511 
## Iteration 19 lambda =  -0.3608537 
## Iteration 20 lambda =  -0.360855 
## Iteration 21 lambda =  -0.3608557 
## Iteration 22 lambda =  -0.360856 
## Iteration 23 lambda =  -0.3608561 
## Iteration 24 lambda =  -0.3608562 
## Iteration 1 lambda =  0.310567 
## Iteration 2 lambda =  -0.03414952 
## Iteration 3 lambda =  -0.2065078 
## Iteration 4 lambda =  -0.2926869 
## Iteration 5 lambda =  -0.3357765 
## Iteration 6 lambda =  -0.3573212 
## Iteration 7 lambda =  -0.3680936 
## Iteration 8 lambda =  -0.3734798 
## Iteration 9 lambda =  -0.3761729 
## Iteration 10 lambda =  -0.3775195 
## Iteration 11 lambda =  -0.3781927 
## Iteration 12 lambda =  -0.3785294 
## Iteration 13 lambda =  -0.3786977 
## Iteration 14 lambda =  -0.3787819 
## Iteration 15 lambda =  -0.3788239 
## Iteration 16 lambda =  -0.378845 
## Iteration 17 lambda =  -0.3788555 
## Iteration 18 lambda =  -0.3788608 
## Iteration 19 lambda =  -0.3788634 
## Iteration 20 lambda =  -0.3788647 
## Iteration 21 lambda =  -0.3788654 
## Iteration 22 lambda =  -0.3788657 
## Iteration 23 lambda =  -0.3788659 
## Iteration 24 lambda =  -0.3788659 
## Iteration 1 lambda =  0.3362245 
## Iteration 2 lambda =  0.004336775 
## Iteration 3 lambda =  -0.1616071 
## Iteration 4 lambda =  -0.244579 
## Iteration 5 lambda =  -0.286065 
## Iteration 6 lambda =  -0.306808 
## Iteration 7 lambda =  -0.3171795 
## Iteration 8 lambda =  -0.3223652 
## Iteration 9 lambda =  -0.3249581 
## Iteration 10 lambda =  -0.3262545 
## Iteration 11 lambda =  -0.3269027 
## Iteration 12 lambda =  -0.3272269 
## Iteration 13 lambda =  -0.3273889 
## Iteration 14 lambda =  -0.3274699 
## Iteration 15 lambda =  -0.3275105 
## Iteration 16 lambda =  -0.3275307 
## Iteration 17 lambda =  -0.3275408 
## Iteration 18 lambda =  -0.3275459 
## Iteration 19 lambda =  -0.3275484 
## Iteration 20 lambda =  -0.3275497 
## Iteration 21 lambda =  -0.3275503 
## Iteration 22 lambda =  -0.3275507 
## Iteration 23 lambda =  -0.3275508 
## Iteration 24 lambda =  -0.3275509 
## Iteration 1 lambda =  0.3205683 
## Iteration 2 lambda =  -0.0191475 
## Iteration 3 lambda =  -0.1890054 
## Iteration 4 lambda =  -0.2739344 
## Iteration 5 lambda =  -0.3163988 
## Iteration 6 lambda =  -0.3376311 
## Iteration 7 lambda =  -0.3482472 
## Iteration 8 lambda =  -0.3535553 
## Iteration 9 lambda =  -0.3562093 
## Iteration 10 lambda =  -0.3575363 
## Iteration 11 lambda =  -0.3581998 
## Iteration 12 lambda =  -0.3585316 
## Iteration 13 lambda =  -0.3586975 
## Iteration 14 lambda =  -0.3587804 
## Iteration 15 lambda =  -0.3588219 
## Iteration 16 lambda =  -0.3588426 
## Iteration 17 lambda =  -0.358853 
## Iteration 18 lambda =  -0.3588581 
## Iteration 19 lambda =  -0.3588607 
## Iteration 20 lambda =  -0.358862 
## Iteration 21 lambda =  -0.3588627 
## Iteration 22 lambda =  -0.358863 
## Iteration 23 lambda =  -0.3588632 
## Iteration 24 lambda =  -0.3588632 
## Iteration 1 lambda =  0.3337631 
## Iteration 2 lambda =  0.0006445829 
## Iteration 3 lambda =  -0.1659147 
## Iteration 4 lambda =  -0.2491943 
## Iteration 5 lambda =  -0.2908341 
## Iteration 6 lambda =  -0.311654 
## Iteration 7 lambda =  -0.3220639 
## Iteration 8 lambda =  -0.3272689 
## Iteration 9 lambda =  -0.3298714 
## Iteration 10 lambda =  -0.3311726 
## Iteration 11 lambda =  -0.3318233 
## Iteration 12 lambda =  -0.3321486 
## Iteration 13 lambda =  -0.3323112 
## Iteration 14 lambda =  -0.3323926 
## Iteration 15 lambda =  -0.3324332 
## Iteration 16 lambda =  -0.3324536 
## Iteration 17 lambda =  -0.3324637 
## Iteration 18 lambda =  -0.3324688 
## Iteration 19 lambda =  -0.3324713 
## Iteration 20 lambda =  -0.3324726 
## Iteration 21 lambda =  -0.3324733 
## Iteration 22 lambda =  -0.3324736 
## Iteration 23 lambda =  -0.3324737 
## Iteration 24 lambda =  -0.3324738 
## Iteration 1 lambda =  0.2939314 
## Iteration 2 lambda =  -0.0591029 
## Iteration 3 lambda =  -0.23562 
## Iteration 4 lambda =  -0.3238786 
## Iteration 5 lambda =  -0.3680079 
## Iteration 6 lambda =  -0.3900726 
## Iteration 7 lambda =  -0.4011049 
## Iteration 8 lambda =  -0.406621 
## Iteration 9 lambda =  -0.4093791 
## Iteration 10 lambda =  -0.4107582 
## Iteration 11 lambda =  -0.4114477 
## Iteration 12 lambda =  -0.4117924 
## Iteration 13 lambda =  -0.4119648 
## Iteration 14 lambda =  -0.412051 
## Iteration 15 lambda =  -0.4120941 
## Iteration 16 lambda =  -0.4121156 
## Iteration 17 lambda =  -0.4121264 
## Iteration 18 lambda =  -0.4121318 
## Iteration 19 lambda =  -0.4121345 
## Iteration 20 lambda =  -0.4121358 
## Iteration 21 lambda =  -0.4121365 
## Iteration 22 lambda =  -0.4121369 
## Iteration 23 lambda =  -0.412137 
## Iteration 24 lambda =  -0.4121371 
## Iteration 1 lambda =  0.3326935 
## Iteration 2 lambda =  -0.000959693 
## Iteration 3 lambda =  -0.1677863 
## Iteration 4 lambda =  -0.2511996 
## Iteration 5 lambda =  -0.2929063 
## Iteration 6 lambda =  -0.3137596 
## Iteration 7 lambda =  -0.3241863 
## Iteration 8 lambda =  -0.3293996 
## Iteration 9 lambda =  -0.3320063 
## Iteration 10 lambda =  -0.3333096 
## Iteration 11 lambda =  -0.3339613 
## Iteration 12 lambda =  -0.3342871 
## Iteration 13 lambda =  -0.33445 
## Iteration 14 lambda =  -0.3345315 
## Iteration 15 lambda =  -0.3345722 
## Iteration 16 lambda =  -0.3345926 
## Iteration 17 lambda =  -0.3346027 
## Iteration 18 lambda =  -0.3346078 
## Iteration 19 lambda =  -0.3346104 
## Iteration 20 lambda =  -0.3346117 
## Iteration 21 lambda =  -0.3346123 
## Iteration 22 lambda =  -0.3346126 
## Iteration 23 lambda =  -0.3346128 
## Iteration 24 lambda =  -0.3346128 
## Iteration 1 lambda =  0.3015909 
## Iteration 2 lambda =  -0.04761368 
## Iteration 3 lambda =  -0.222216 
## Iteration 4 lambda =  -0.3095171 
## Iteration 5 lambda =  -0.3531677 
## Iteration 6 lambda =  -0.374993 
## Iteration 7 lambda =  -0.3859056 
## Iteration 8 lambda =  -0.3913619 
## Iteration 9 lambda =  -0.3940901 
## Iteration 10 lambda =  -0.3954542 
## Iteration 11 lambda =  -0.3961362 
## Iteration 12 lambda =  -0.3964772 
## Iteration 13 lambda =  -0.3966477 
## Iteration 14 lambda =  -0.396733 
## Iteration 15 lambda =  -0.3967756 
## Iteration 16 lambda =  -0.3967969 
## Iteration 17 lambda =  -0.3968076 
## Iteration 18 lambda =  -0.3968129 
## Iteration 19 lambda =  -0.3968156 
## Iteration 20 lambda =  -0.3968169 
## Iteration 21 lambda =  -0.3968176 
## Iteration 22 lambda =  -0.3968179 
## Iteration 23 lambda =  -0.3968181 
## Iteration 24 lambda =  -0.3968182 
## Iteration 1 lambda =  0.3394367 
## Iteration 2 lambda =  0.009155087 
## Iteration 3 lambda =  -0.1559857 
## Iteration 4 lambda =  -0.2385561 
## Iteration 5 lambda =  -0.2798413 
## Iteration 6 lambda =  -0.3004839 
## Iteration 7 lambda =  -0.3108052 
## Iteration 8 lambda =  -0.3159659 
## Iteration 9 lambda =  -0.3185462 
## Iteration 10 lambda =  -0.3198364 
## Iteration 11 lambda =  -0.3204815 
## Iteration 12 lambda =  -0.320804 
## Iteration 13 lambda =  -0.3209653 
## Iteration 14 lambda =  -0.3210459 
## Iteration 15 lambda =  -0.3210862 
## Iteration 16 lambda =  -0.3211064 
## Iteration 17 lambda =  -0.3211165 
## Iteration 18 lambda =  -0.3211215 
## Iteration 19 lambda =  -0.321124 
## Iteration 20 lambda =  -0.3211253 
## Iteration 21 lambda =  -0.3211259 
## Iteration 22 lambda =  -0.3211262 
## Iteration 23 lambda =  -0.3211264 
## Iteration 24 lambda =  -0.3211265 
## Iteration 1 lambda =  0.3350109 
## Iteration 2 lambda =  0.002516379 
## Iteration 3 lambda =  -0.1637309 
## Iteration 4 lambda =  -0.2468545 
## Iteration 5 lambda =  -0.2884163 
## Iteration 6 lambda =  -0.3091973 
## Iteration 7 lambda =  -0.3195877 
## Iteration 8 lambda =  -0.3247829 
## Iteration 9 lambda =  -0.3273805 
## Iteration 10 lambda =  -0.3286794 
## Iteration 11 lambda =  -0.3293288 
## Iteration 12 lambda =  -0.3296535 
## Iteration 13 lambda =  -0.3298158 
## Iteration 14 lambda =  -0.329897 
## Iteration 15 lambda =  -0.3299376 
## Iteration 16 lambda =  -0.3299579 
## Iteration 17 lambda =  -0.329968 
## Iteration 18 lambda =  -0.3299731 
## Iteration 19 lambda =  -0.3299756 
## Iteration 20 lambda =  -0.3299769 
## Iteration 21 lambda =  -0.3299775 
## Iteration 22 lambda =  -0.3299778 
## Iteration 23 lambda =  -0.329978 
## Iteration 24 lambda =  -0.3299781 
## Iteration 1 lambda =  0.3391982 
## Iteration 2 lambda =  0.008797245 
## Iteration 3 lambda =  -0.1564032 
## Iteration 4 lambda =  -0.2390034 
## Iteration 5 lambda =  -0.2803036 
## Iteration 6 lambda =  -0.3009536 
## Iteration 7 lambda =  -0.3112786 
## Iteration 8 lambda =  -0.3164412 
## Iteration 9 lambda =  -0.3190224 
## Iteration 10 lambda =  -0.320313 
## Iteration 11 lambda =  -0.3209584 
## Iteration 12 lambda =  -0.321281 
## Iteration 13 lambda =  -0.3214423 
## Iteration 14 lambda =  -0.321523 
## Iteration 15 lambda =  -0.3215633 
## Iteration 16 lambda =  -0.3215835 
## Iteration 17 lambda =  -0.3215936 
## Iteration 18 lambda =  -0.3215986 
## Iteration 19 lambda =  -0.3216012 
## Iteration 20 lambda =  -0.3216024 
## Iteration 21 lambda =  -0.321603 
## Iteration 22 lambda =  -0.3216034 
## Iteration 23 lambda =  -0.3216035 
## Iteration 24 lambda =  -0.3216036 
## Iteration 1 lambda =  0.2900178 
## Iteration 2 lambda =  -0.06497326 
## Iteration 3 lambda =  -0.2424688 
## Iteration 4 lambda =  -0.3312166 
## Iteration 5 lambda =  -0.3755905 
## Iteration 6 lambda =  -0.3977774 
## Iteration 7 lambda =  -0.4088709 
## Iteration 8 lambda =  -0.4144176 
## Iteration 9 lambda =  -0.417191 
## Iteration 10 lambda =  -0.4185777 
## Iteration 11 lambda =  -0.419271 
## Iteration 12 lambda =  -0.4196177 
## Iteration 13 lambda =  -0.419791 
## Iteration 14 lambda =  -0.4198777 
## Iteration 15 lambda =  -0.419921 
## Iteration 16 lambda =  -0.4199427 
## Iteration 17 lambda =  -0.4199535 
## Iteration 18 lambda =  -0.4199589 
## Iteration 19 lambda =  -0.4199616 
## Iteration 20 lambda =  -0.419963 
## Iteration 21 lambda =  -0.4199637 
## Iteration 22 lambda =  -0.419964 
## Iteration 23 lambda =  -0.4199642 
## Iteration 24 lambda =  -0.4199643 
## Iteration 1 lambda =  0.2946786 
## Iteration 2 lambda =  -0.05798217 
## Iteration 3 lambda =  -0.2343125 
## Iteration 4 lambda =  -0.3224777 
## Iteration 5 lambda =  -0.3665603 
## Iteration 6 lambda =  -0.3886016 
## Iteration 7 lambda =  -0.3996222 
## Iteration 8 lambda =  -0.4051326 
## Iteration 9 lambda =  -0.4078877 
## Iteration 10 lambda =  -0.4092653 
## Iteration 11 lambda =  -0.4099541 
## Iteration 12 lambda =  -0.4102985 
## Iteration 13 lambda =  -0.4104707 
## Iteration 14 lambda =  -0.4105568 
## Iteration 15 lambda =  -0.4105998 
## Iteration 16 lambda =  -0.4106214 
## Iteration 17 lambda =  -0.4106321 
## Iteration 18 lambda =  -0.4106375 
## Iteration 19 lambda =  -0.4106402 
## Iteration 20 lambda =  -0.4106415 
## Iteration 21 lambda =  -0.4106422 
## Iteration 22 lambda =  -0.4106426 
## Iteration 23 lambda =  -0.4106427 
## Iteration 24 lambda =  -0.4106428 
## Iteration 1 lambda =  0.3126496 
## Iteration 2 lambda =  -0.03102558 
## Iteration 3 lambda =  -0.2028632 
## Iteration 4 lambda =  -0.288782 
## Iteration 5 lambda =  -0.3317414 
## Iteration 6 lambda =  -0.3532211 
## Iteration 7 lambda =  -0.3639609 
## Iteration 8 lambda =  -0.3693309 
## Iteration 9 lambda =  -0.3720158 
## Iteration 10 lambda =  -0.3733583 
## Iteration 11 lambda =  -0.3740295 
## Iteration 12 lambda =  -0.3743652 
## Iteration 13 lambda =  -0.374533 
## Iteration 14 lambda =  -0.3746169 
## Iteration 15 lambda =  -0.3746588 
## Iteration 16 lambda =  -0.3746798 
## Iteration 17 lambda =  -0.3746903 
## Iteration 18 lambda =  -0.3746955 
## Iteration 19 lambda =  -0.3746982 
## Iteration 20 lambda =  -0.3746995 
## Iteration 21 lambda =  -0.3747001 
## Iteration 22 lambda =  -0.3747005 
## Iteration 23 lambda =  -0.3747006 
## Iteration 24 lambda =  -0.3747007 
## Iteration 1 lambda =  0.2846662 
## Iteration 2 lambda =  -0.07300063 
## Iteration 3 lambda =  -0.2518341 
## Iteration 4 lambda =  -0.3412508 
## Iteration 5 lambda =  -0.3859592 
## Iteration 6 lambda =  -0.4083133 
## Iteration 7 lambda =  -0.4194904 
## Iteration 8 lambda =  -0.425079 
## Iteration 9 lambda =  -0.4278732 
## Iteration 10 lambda =  -0.4292704 
## Iteration 11 lambda =  -0.4299689 
## Iteration 12 lambda =  -0.4303182 
## Iteration 13 lambda =  -0.4304929 
## Iteration 14 lambda =  -0.4305802 
## Iteration 15 lambda =  -0.4306239 
## Iteration 16 lambda =  -0.4306457 
## Iteration 17 lambda =  -0.4306566 
## Iteration 18 lambda =  -0.4306621 
## Iteration 19 lambda =  -0.4306648 
## Iteration 20 lambda =  -0.4306661 
## Iteration 21 lambda =  -0.4306668 
## Iteration 22 lambda =  -0.4306672 
## Iteration 23 lambda =  -0.4306673 
## Iteration 24 lambda =  -0.4306674 
## Iteration 1 lambda =  0.301324 
## Iteration 2 lambda =  -0.04801396 
## Iteration 3 lambda =  -0.222683 
## Iteration 4 lambda =  -0.3100174 
## Iteration 5 lambda =  -0.3536847 
## Iteration 6 lambda =  -0.3755183 
## Iteration 7 lambda =  -0.3864351 
## Iteration 8 lambda =  -0.3918935 
## Iteration 9 lambda =  -0.3946227 
## Iteration 10 lambda =  -0.3959873 
## Iteration 11 lambda =  -0.3966696 
## Iteration 12 lambda =  -0.3970108 
## Iteration 13 lambda =  -0.3971814 
## Iteration 14 lambda =  -0.3972667 
## Iteration 15 lambda =  -0.3973093 
## Iteration 16 lambda =  -0.3973306 
## Iteration 17 lambda =  -0.3973413 
## Iteration 18 lambda =  -0.3973466 
## Iteration 19 lambda =  -0.3973493 
## Iteration 20 lambda =  -0.3973506 
## Iteration 21 lambda =  -0.3973513 
## Iteration 22 lambda =  -0.3973516 
## Iteration 23 lambda =  -0.3973518 
## Iteration 24 lambda =  -0.3973519 
## Iteration 1 lambda =  0.3368864 
## Iteration 2 lambda =  0.005329544 
## Iteration 3 lambda =  -0.1604489 
## Iteration 4 lambda =  -0.2433381 
## Iteration 5 lambda =  -0.2847827 
## Iteration 6 lambda =  -0.305505 
## Iteration 7 lambda =  -0.3158661 
## Iteration 8 lambda =  -0.3210467 
## Iteration 9 lambda =  -0.323637 
## Iteration 10 lambda =  -0.3249321 
## Iteration 11 lambda =  -0.3255797 
## Iteration 12 lambda =  -0.3259035 
## Iteration 13 lambda =  -0.3260654 
## Iteration 14 lambda =  -0.3261463 
## Iteration 15 lambda =  -0.3261868 
## Iteration 16 lambda =  -0.326207 
## Iteration 17 lambda =  -0.3262172 
## Iteration 18 lambda =  -0.3262222 
## Iteration 19 lambda =  -0.3262247 
## Iteration 20 lambda =  -0.326226 
## Iteration 21 lambda =  -0.3262266 
## Iteration 22 lambda =  -0.326227 
## Iteration 23 lambda =  -0.3262271 
## Iteration 24 lambda =  -0.3262272 
## Iteration 1 lambda =  0.3490113 
## Iteration 2 lambda =  0.023517 
## Iteration 3 lambda =  -0.1392302 
## Iteration 4 lambda =  -0.2206037 
## Iteration 5 lambda =  -0.2612905 
## Iteration 6 lambda =  -0.2816339 
## Iteration 7 lambda =  -0.2918056 
## Iteration 8 lambda =  -0.2968915 
## Iteration 9 lambda =  -0.2994344 
## Iteration 10 lambda =  -0.3007059 
## Iteration 11 lambda =  -0.3013416 
## Iteration 12 lambda =  -0.3016595 
## Iteration 13 lambda =  -0.3018184 
## Iteration 14 lambda =  -0.3018979 
## Iteration 15 lambda =  -0.3019376 
## Iteration 16 lambda =  -0.3019575 
## Iteration 17 lambda =  -0.3019674 
## Iteration 18 lambda =  -0.3019724 
## Iteration 19 lambda =  -0.3019748 
## Iteration 20 lambda =  -0.3019761 
## Iteration 21 lambda =  -0.3019767 
## Iteration 22 lambda =  -0.301977 
## Iteration 23 lambda =  -0.3019772 
## Iteration 24 lambda =  -0.3019773 
## Iteration 1 lambda =  0.3203131 
## Iteration 2 lambda =  -0.01953028 
## Iteration 3 lambda =  -0.189452 
## Iteration 4 lambda =  -0.2744128 
## Iteration 5 lambda =  -0.3168933 
## Iteration 6 lambda =  -0.3381335 
## Iteration 7 lambda =  -0.3487536 
## Iteration 8 lambda =  -0.3540637 
## Iteration 9 lambda =  -0.3567187 
## Iteration 10 lambda =  -0.3580462 
## Iteration 11 lambda =  -0.3587099 
## Iteration 12 lambda =  -0.3590418 
## Iteration 13 lambda =  -0.3592078 
## Iteration 14 lambda =  -0.3592907 
## Iteration 15 lambda =  -0.3593322 
## Iteration 16 lambda =  -0.359353 
## Iteration 17 lambda =  -0.3593633 
## Iteration 18 lambda =  -0.3593685 
## Iteration 19 lambda =  -0.3593711 
## Iteration 20 lambda =  -0.3593724 
## Iteration 21 lambda =  -0.3593731 
## Iteration 22 lambda =  -0.3593734 
## Iteration 23 lambda =  -0.3593735 
## Iteration 24 lambda =  -0.3593736 
## Iteration 1 lambda =  0.3185171 
## Iteration 2 lambda =  -0.0222243 
## Iteration 3 lambda =  -0.192595 
## Iteration 4 lambda =  -0.2777804 
## Iteration 5 lambda =  -0.3203731 
## Iteration 6 lambda =  -0.3416694 
## Iteration 7 lambda =  -0.3523176 
## Iteration 8 lambda =  -0.3576417 
## Iteration 9 lambda =  -0.3603037 
## Iteration 10 lambda =  -0.3616347 
## Iteration 11 lambda =  -0.3623002 
## Iteration 12 lambda =  -0.362633 
## Iteration 13 lambda =  -0.3627994 
## Iteration 14 lambda =  -0.3628825 
## Iteration 15 lambda =  -0.3629241 
## Iteration 16 lambda =  -0.3629449 
## Iteration 17 lambda =  -0.3629553 
## Iteration 18 lambda =  -0.3629605 
## Iteration 19 lambda =  -0.3629631 
## Iteration 20 lambda =  -0.3629644 
## Iteration 21 lambda =  -0.3629651 
## Iteration 22 lambda =  -0.3629654 
## Iteration 23 lambda =  -0.3629656 
## Iteration 24 lambda =  -0.3629657 
## Iteration 1 lambda =  0.3187122 
## Iteration 2 lambda =  -0.02193173 
## Iteration 3 lambda =  -0.1922537 
## Iteration 4 lambda =  -0.2774147 
## Iteration 5 lambda =  -0.3199952 
## Iteration 6 lambda =  -0.3412854 
## Iteration 7 lambda =  -0.3519305 
## Iteration 8 lambda =  -0.3572531 
## Iteration 9 lambda =  -0.3599144 
## Iteration 10 lambda =  -0.361245 
## Iteration 11 lambda =  -0.3619103 
## Iteration 12 lambda =  -0.362243 
## Iteration 13 lambda =  -0.3624093 
## Iteration 14 lambda =  -0.3624925 
## Iteration 15 lambda =  -0.3625341 
## Iteration 16 lambda =  -0.3625548 
## Iteration 17 lambda =  -0.3625652 
## Iteration 18 lambda =  -0.3625704 
## Iteration 19 lambda =  -0.362573 
## Iteration 20 lambda =  -0.3625743 
## Iteration 21 lambda =  -0.362575 
## Iteration 22 lambda =  -0.3625753 
## Iteration 23 lambda =  -0.3625755 
## Iteration 24 lambda =  -0.3625756 
## Iteration 1 lambda =  0.3326591 
## Iteration 2 lambda =  -0.001011348 
## Iteration 3 lambda =  -0.1678466 
## Iteration 4 lambda =  -0.2512642 
## Iteration 5 lambda =  -0.292973 
## Iteration 6 lambda =  -0.3138274 
## Iteration 7 lambda =  -0.3242546 
## Iteration 8 lambda =  -0.3294682 
## Iteration 9 lambda =  -0.332075 
## Iteration 10 lambda =  -0.3333784 
## Iteration 11 lambda =  -0.3340301 
## Iteration 12 lambda =  -0.3343559 
## Iteration 13 lambda =  -0.3345189 
## Iteration 14 lambda =  -0.3346003 
## Iteration 15 lambda =  -0.3346411 
## Iteration 16 lambda =  -0.3346614 
## Iteration 17 lambda =  -0.3346716 
## Iteration 18 lambda =  -0.3346767 
## Iteration 19 lambda =  -0.3346793 
## Iteration 20 lambda =  -0.3346805 
## Iteration 21 lambda =  -0.3346812 
## Iteration 22 lambda =  -0.3346815 
## Iteration 23 lambda =  -0.3346816 
## Iteration 24 lambda =  -0.3346817 
## Iteration 1 lambda =  0.3119891 
## Iteration 2 lambda =  -0.03201629 
## Iteration 3 lambda =  -0.204019 
## Iteration 4 lambda =  -0.2900204 
## Iteration 5 lambda =  -0.333021 
## Iteration 6 lambda =  -0.3545214 
## Iteration 7 lambda =  -0.3652716 
## Iteration 8 lambda =  -0.3706466 
## Iteration 9 lambda =  -0.3733342 
## Iteration 10 lambda =  -0.374678 
## Iteration 11 lambda =  -0.3753498 
## Iteration 12 lambda =  -0.3756858 
## Iteration 13 lambda =  -0.3758538 
## Iteration 14 lambda =  -0.3759377 
## Iteration 15 lambda =  -0.3759797 
## Iteration 16 lambda =  -0.3760007 
## Iteration 17 lambda =  -0.3760112 
## Iteration 18 lambda =  -0.3760165 
## Iteration 19 lambda =  -0.3760191 
## Iteration 20 lambda =  -0.3760204 
## Iteration 21 lambda =  -0.3760211 
## Iteration 22 lambda =  -0.3760214 
## Iteration 23 lambda =  -0.3760216 
## Iteration 24 lambda =  -0.3760216 
## Iteration 1 lambda =  0.2882231 
## Iteration 2 lambda =  -0.0676653 
## Iteration 3 lambda =  -0.2456095 
## Iteration 4 lambda =  -0.3345816 
## Iteration 5 lambda =  -0.3790677 
## Iteration 6 lambda =  -0.4013107 
## Iteration 7 lambda =  -0.4124322 
## Iteration 8 lambda =  -0.417993 
## Iteration 9 lambda =  -0.4207734 
## Iteration 10 lambda =  -0.4221635 
## Iteration 11 lambda =  -0.4228586 
## Iteration 12 lambda =  -0.4232062 
## Iteration 13 lambda =  -0.42338 
## Iteration 14 lambda =  -0.4234668 
## Iteration 15 lambda =  -0.4235103 
## Iteration 16 lambda =  -0.423532 
## Iteration 17 lambda =  -0.4235429 
## Iteration 18 lambda =  -0.4235483 
## Iteration 19 lambda =  -0.423551 
## Iteration 20 lambda =  -0.4235524 
## Iteration 21 lambda =  -0.4235531 
## Iteration 22 lambda =  -0.4235534 
## Iteration 23 lambda =  -0.4235536 
## Iteration 24 lambda =  -0.4235536 
## Iteration 1 lambda =  0.3003889 
## Iteration 2 lambda =  -0.04941665 
## Iteration 3 lambda =  -0.2243194 
## Iteration 4 lambda =  -0.3117708 
## Iteration 5 lambda =  -0.3554965 
## Iteration 6 lambda =  -0.3773593 
## Iteration 7 lambda =  -0.3882908 
## Iteration 8 lambda =  -0.3937565 
## Iteration 9 lambda =  -0.3964893 
## Iteration 10 lambda =  -0.3978558 
## Iteration 11 lambda =  -0.398539 
## Iteration 12 lambda =  -0.3988806 
## Iteration 13 lambda =  -0.3990514 
## Iteration 14 lambda =  -0.3991368 
## Iteration 15 lambda =  -0.3991795 
## Iteration 16 lambda =  -0.3992008 
## Iteration 17 lambda =  -0.3992115 
## Iteration 18 lambda =  -0.3992169 
## Iteration 19 lambda =  -0.3992195 
## Iteration 20 lambda =  -0.3992209 
## Iteration 21 lambda =  -0.3992215 
## Iteration 22 lambda =  -0.3992219 
## Iteration 23 lambda =  -0.399222 
## Iteration 24 lambda =  -0.3992221 
## Iteration 1 lambda =  0.3010939 
## Iteration 2 lambda =  -0.04835908 
## Iteration 3 lambda =  -0.2230856 
## Iteration 4 lambda =  -0.3104488 
## Iteration 5 lambda =  -0.3541305 
## Iteration 6 lambda =  -0.3759713 
## Iteration 7 lambda =  -0.3868917 
## Iteration 8 lambda =  -0.3923519 
## Iteration 9 lambda =  -0.395082 
## Iteration 10 lambda =  -0.3964471 
## Iteration 11 lambda =  -0.3971296 
## Iteration 12 lambda =  -0.3974708 
## Iteration 13 lambda =  -0.3976415 
## Iteration 14 lambda =  -0.3977268 
## Iteration 15 lambda =  -0.3977694 
## Iteration 16 lambda =  -0.3977908 
## Iteration 17 lambda =  -0.3978014 
## Iteration 18 lambda =  -0.3978068 
## Iteration 19 lambda =  -0.3978094 
## Iteration 20 lambda =  -0.3978108 
## Iteration 21 lambda =  -0.3978114 
## Iteration 22 lambda =  -0.3978118 
## Iteration 23 lambda =  -0.3978119 
## Iteration 24 lambda =  -0.397812 
## Iteration 1 lambda =  0.306847 
## Iteration 2 lambda =  -0.03972954 
## Iteration 3 lambda =  -0.2130178 
## Iteration 4 lambda =  -0.2996619 
## Iteration 5 lambda =  -0.342984 
## Iteration 6 lambda =  -0.364645 
## Iteration 7 lambda =  -0.3754755 
## Iteration 8 lambda =  -0.3808908 
## Iteration 9 lambda =  -0.3835984 
## Iteration 10 lambda =  -0.3849522 
## Iteration 11 lambda =  -0.3856291 
## Iteration 12 lambda =  -0.3859676 
## Iteration 13 lambda =  -0.3861368 
## Iteration 14 lambda =  -0.3862214 
## Iteration 15 lambda =  -0.3862637 
## Iteration 16 lambda =  -0.3862849 
## Iteration 17 lambda =  -0.3862955 
## Iteration 18 lambda =  -0.3863008 
## Iteration 19 lambda =  -0.3863034 
## Iteration 20 lambda =  -0.3863047 
## Iteration 21 lambda =  -0.3863054 
## Iteration 22 lambda =  -0.3863057 
## Iteration 23 lambda =  -0.3863059 
## Iteration 24 lambda =  -0.386306 
## Iteration 1 lambda =  0.2936332 
## Iteration 2 lambda =  -0.05955018 
## Iteration 3 lambda =  -0.2361419 
## Iteration 4 lambda =  -0.3244377 
## Iteration 5 lambda =  -0.3685857 
## Iteration 6 lambda =  -0.3906596 
## Iteration 7 lambda =  -0.4016966 
## Iteration 8 lambda =  -0.4072151 
## Iteration 9 lambda =  -0.4099743 
## Iteration 10 lambda =  -0.411354 
## Iteration 11 lambda =  -0.4120438 
## Iteration 12 lambda =  -0.4123887 
## Iteration 13 lambda =  -0.4125611 
## Iteration 14 lambda =  -0.4126474 
## Iteration 15 lambda =  -0.4126905 
## Iteration 16 lambda =  -0.412712 
## Iteration 17 lambda =  -0.4127228 
## Iteration 18 lambda =  -0.4127282 
## Iteration 19 lambda =  -0.4127309 
## Iteration 20 lambda =  -0.4127322 
## Iteration 21 lambda =  -0.4127329 
## Iteration 22 lambda =  -0.4127332 
## Iteration 23 lambda =  -0.4127334 
## Iteration 24 lambda =  -0.4127335 
## Iteration 1 lambda =  0.2849864 
## Iteration 2 lambda =  -0.07252036 
## Iteration 3 lambda =  -0.2512738 
## Iteration 4 lambda =  -0.3406505 
## Iteration 5 lambda =  -0.3853388 
## Iteration 6 lambda =  -0.407683 
## Iteration 7 lambda =  -0.4188551 
## Iteration 8 lambda =  -0.4244411 
## Iteration 9 lambda =  -0.4272341 
## Iteration 10 lambda =  -0.4286306 
## Iteration 11 lambda =  -0.4293289 
## Iteration 12 lambda =  -0.429678 
## Iteration 13 lambda =  -0.4298526 
## Iteration 14 lambda =  -0.4299399 
## Iteration 15 lambda =  -0.4299835 
## Iteration 16 lambda =  -0.4300053 
## Iteration 17 lambda =  -0.4300162 
## Iteration 18 lambda =  -0.4300217 
## Iteration 19 lambda =  -0.4300244 
## Iteration 20 lambda =  -0.4300258 
## Iteration 21 lambda =  -0.4300265 
## Iteration 22 lambda =  -0.4300268 
## Iteration 23 lambda =  -0.430027 
## Iteration 24 lambda =  -0.4300271 
## Iteration 1 lambda =  0.3362517 
## Iteration 2 lambda =  0.004377488 
## Iteration 3 lambda =  -0.1615596 
## Iteration 4 lambda =  -0.2445281 
## Iteration 5 lambda =  -0.2860124 
## Iteration 6 lambda =  -0.3067545 
## Iteration 7 lambda =  -0.3171256 
## Iteration 8 lambda =  -0.3223111 
## Iteration 9 lambda =  -0.3249039 
## Iteration 10 lambda =  -0.3262003 
## Iteration 11 lambda =  -0.3268485 
## Iteration 12 lambda =  -0.3271726 
## Iteration 13 lambda =  -0.3273346 
## Iteration 14 lambda =  -0.3274157 
## Iteration 15 lambda =  -0.3274562 
## Iteration 16 lambda =  -0.3274764 
## Iteration 17 lambda =  -0.3274866 
## Iteration 18 lambda =  -0.3274916 
## Iteration 19 lambda =  -0.3274942 
## Iteration 20 lambda =  -0.3274954 
## Iteration 21 lambda =  -0.327496 
## Iteration 22 lambda =  -0.3274964 
## Iteration 23 lambda =  -0.3274965 
## Iteration 24 lambda =  -0.3274966 
## Iteration 1 lambda =  0.2860229 
## Iteration 2 lambda =  -0.0709656 
## Iteration 3 lambda =  -0.2494599 
## Iteration 4 lambda =  -0.338707 
## Iteration 5 lambda =  -0.3833306 
## Iteration 6 lambda =  -0.4056423 
## Iteration 7 lambda =  -0.4167982 
## Iteration 8 lambda =  -0.4223762 
## Iteration 9 lambda =  -0.4251652 
## Iteration 10 lambda =  -0.4265596 
## Iteration 11 lambda =  -0.4272569 
## Iteration 12 lambda =  -0.4276055 
## Iteration 13 lambda =  -0.4277798 
## Iteration 14 lambda =  -0.427867 
## Iteration 15 lambda =  -0.4279106 
## Iteration 16 lambda =  -0.4279323 
## Iteration 17 lambda =  -0.4279432 
## Iteration 18 lambda =  -0.4279487 
## Iteration 19 lambda =  -0.4279514 
## Iteration 20 lambda =  -0.4279528 
## Iteration 21 lambda =  -0.4279535 
## Iteration 22 lambda =  -0.4279538 
## Iteration 23 lambda =  -0.427954 
## Iteration 24 lambda =  -0.427954 
## Iteration 1 lambda =  0.2989797 
## Iteration 2 lambda =  -0.05153042 
## Iteration 3 lambda =  -0.2267855 
## Iteration 4 lambda =  -0.314413 
## Iteration 5 lambda =  -0.3582268 
## Iteration 6 lambda =  -0.3801337 
## Iteration 7 lambda =  -0.3910871 
## Iteration 8 lambda =  -0.3965638 
## Iteration 9 lambda =  -0.3993022 
## Iteration 10 lambda =  -0.4006714 
## Iteration 11 lambda =  -0.401356 
## Iteration 12 lambda =  -0.4016983 
## Iteration 13 lambda =  -0.4018694 
## Iteration 14 lambda =  -0.401955 
## Iteration 15 lambda =  -0.4019978 
## Iteration 16 lambda =  -0.4020192 
## Iteration 17 lambda =  -0.4020299 
## Iteration 18 lambda =  -0.4020352 
## Iteration 19 lambda =  -0.4020379 
## Iteration 20 lambda =  -0.4020392 
## Iteration 21 lambda =  -0.4020399 
## Iteration 22 lambda =  -0.4020402 
## Iteration 23 lambda =  -0.4020404 
## Iteration 24 lambda =  -0.4020405 
## Iteration 1 lambda =  0.3093862 
## Iteration 2 lambda =  -0.03592064 
## Iteration 3 lambda =  -0.2085741 
## Iteration 4 lambda =  -0.2949008 
## Iteration 5 lambda =  -0.3380642 
## Iteration 6 lambda =  -0.3596458 
## Iteration 7 lambda =  -0.3704367 
## Iteration 8 lambda =  -0.3758321 
## Iteration 9 lambda =  -0.3785298 
## Iteration 10 lambda =  -0.3798787 
## Iteration 11 lambda =  -0.3805531 
## Iteration 12 lambda =  -0.3808903 
## Iteration 13 lambda =  -0.3810589 
## Iteration 14 lambda =  -0.3811432 
## Iteration 15 lambda =  -0.3811854 
## Iteration 16 lambda =  -0.3812064 
## Iteration 17 lambda =  -0.381217 
## Iteration 18 lambda =  -0.3812223 
## Iteration 19 lambda =  -0.3812249 
## Iteration 20 lambda =  -0.3812262 
## Iteration 21 lambda =  -0.3812269 
## Iteration 22 lambda =  -0.3812272 
## Iteration 23 lambda =  -0.3812274 
## Iteration 24 lambda =  -0.3812274 
## Iteration 1 lambda =  0.3139105 
## Iteration 2 lambda =  -0.02913424 
## Iteration 3 lambda =  -0.2006566 
## Iteration 4 lambda =  -0.2864178 
## Iteration 5 lambda =  -0.3292984 
## Iteration 6 lambda =  -0.3507387 
## Iteration 7 lambda =  -0.3614588 
## Iteration 8 lambda =  -0.3668189 
## Iteration 9 lambda =  -0.369499 
## Iteration 10 lambda =  -0.370839 
## Iteration 11 lambda =  -0.371509 
## Iteration 12 lambda =  -0.371844 
## Iteration 13 lambda =  -0.3720115 
## Iteration 14 lambda =  -0.3720952 
## Iteration 15 lambda =  -0.3721371 
## Iteration 16 lambda =  -0.3721581 
## Iteration 17 lambda =  -0.3721685 
## Iteration 18 lambda =  -0.3721738 
## Iteration 19 lambda =  -0.3721764 
## Iteration 20 lambda =  -0.3721777 
## Iteration 21 lambda =  -0.3721783 
## Iteration 22 lambda =  -0.3721787 
## Iteration 23 lambda =  -0.3721788 
## Iteration 24 lambda =  -0.3721789 
## Iteration 1 lambda =  0.3182699 
## Iteration 2 lambda =  -0.02259521 
## Iteration 3 lambda =  -0.1930277 
## Iteration 4 lambda =  -0.278244 
## Iteration 5 lambda =  -0.3208521 
## Iteration 6 lambda =  -0.3421562 
## Iteration 7 lambda =  -0.3528082 
## Iteration 8 lambda =  -0.3581343 
## Iteration 9 lambda =  -0.3607973 
## Iteration 10 lambda =  -0.3621288 
## Iteration 11 lambda =  -0.3627945 
## Iteration 12 lambda =  -0.3631274 
## Iteration 13 lambda =  -0.3632938 
## Iteration 14 lambda =  -0.3633771 
## Iteration 15 lambda =  -0.3634187 
## Iteration 16 lambda =  -0.3634395 
## Iteration 17 lambda =  -0.3634499 
## Iteration 18 lambda =  -0.3634551 
## Iteration 19 lambda =  -0.3634577 
## Iteration 20 lambda =  -0.363459 
## Iteration 21 lambda =  -0.3634596 
## Iteration 22 lambda =  -0.3634599 
## Iteration 23 lambda =  -0.3634601 
## Iteration 24 lambda =  -0.3634602 
## Iteration 1 lambda =  0.3475135 
## Iteration 2 lambda =  0.02127021 
## Iteration 3 lambda =  -0.1418514 
## Iteration 4 lambda =  -0.2234122 
## Iteration 5 lambda =  -0.2641926 
## Iteration 6 lambda =  -0.2845829 
## Iteration 7 lambda =  -0.294778 
## Iteration 8 lambda =  -0.2998755 
## Iteration 9 lambda =  -0.3024243 
## Iteration 10 lambda =  -0.3036987 
## Iteration 11 lambda =  -0.3043359 
## Iteration 12 lambda =  -0.3046545 
## Iteration 13 lambda =  -0.3048138 
## Iteration 14 lambda =  -0.3048934 
## Iteration 15 lambda =  -0.3049332 
## Iteration 16 lambda =  -0.3049531 
## Iteration 17 lambda =  -0.3049631 
## Iteration 18 lambda =  -0.3049681 
## Iteration 19 lambda =  -0.3049706 
## Iteration 20 lambda =  -0.3049718 
## Iteration 21 lambda =  -0.3049724 
## Iteration 22 lambda =  -0.3049727 
## Iteration 23 lambda =  -0.3049729 
## Iteration 24 lambda =  -0.304973 
## Iteration 1 lambda =  0.316182 
## Iteration 2 lambda =  -0.02572699 
## Iteration 3 lambda =  -0.1966815 
## Iteration 4 lambda =  -0.2821587 
## Iteration 5 lambda =  -0.3248974 
## Iteration 6 lambda =  -0.3462667 
## Iteration 7 lambda =  -0.3569513 
## Iteration 8 lambda =  -0.3622937 
## Iteration 9 lambda =  -0.3649648 
## Iteration 10 lambda =  -0.3663004 
## Iteration 11 lambda =  -0.3669682 
## Iteration 12 lambda =  -0.3673021 
## Iteration 13 lambda =  -0.367469 
## Iteration 14 lambda =  -0.3675525 
## Iteration 15 lambda =  -0.3675943 
## Iteration 16 lambda =  -0.3676151 
## Iteration 17 lambda =  -0.3676256 
## Iteration 18 lambda =  -0.3676308 
## Iteration 19 lambda =  -0.3676334 
## Iteration 20 lambda =  -0.3676347 
## Iteration 21 lambda =  -0.3676353 
## Iteration 22 lambda =  -0.3676357 
## Iteration 23 lambda =  -0.3676358 
## Iteration 24 lambda =  -0.3676359 
## Iteration 1 lambda =  0.3312974 
## Iteration 2 lambda =  -0.003053962 
## Iteration 3 lambda =  -0.1702296 
## Iteration 4 lambda =  -0.2538175 
## Iteration 5 lambda =  -0.2956114 
## Iteration 6 lambda =  -0.3165083 
## Iteration 7 lambda =  -0.3269568 
## Iteration 8 lambda =  -0.332181 
## Iteration 9 lambda =  -0.3347932 
## Iteration 10 lambda =  -0.3360992 
## Iteration 11 lambda =  -0.3367523 
## Iteration 12 lambda =  -0.3370788 
## Iteration 13 lambda =  -0.337242 
## Iteration 14 lambda =  -0.3373237 
## Iteration 15 lambda =  -0.3373645 
## Iteration 16 lambda =  -0.3373849 
## Iteration 17 lambda =  -0.3373951 
## Iteration 18 lambda =  -0.3374002 
## Iteration 19 lambda =  -0.3374027 
## Iteration 20 lambda =  -0.337404 
## Iteration 21 lambda =  -0.3374046 
## Iteration 22 lambda =  -0.337405 
## Iteration 23 lambda =  -0.3374051 
## Iteration 24 lambda =  -0.3374052 
## Iteration 1 lambda =  0.2922935 
## Iteration 2 lambda =  -0.06155979 
## Iteration 3 lambda =  -0.2384864 
## Iteration 4 lambda =  -0.3269497 
## Iteration 5 lambda =  -0.3711814 
## Iteration 6 lambda =  -0.3932972 
## Iteration 7 lambda =  -0.4043551 
## Iteration 8 lambda =  -0.4098841 
## Iteration 9 lambda =  -0.4126486 
## Iteration 10 lambda =  -0.4140308 
## Iteration 11 lambda =  -0.4147219 
## Iteration 12 lambda =  -0.4150675 
## Iteration 13 lambda =  -0.4152403 
## Iteration 14 lambda =  -0.4153267 
## Iteration 15 lambda =  -0.4153699 
## Iteration 16 lambda =  -0.4153915 
## Iteration 17 lambda =  -0.4154023 
## Iteration 18 lambda =  -0.4154077 
## Iteration 19 lambda =  -0.4154104 
## Iteration 20 lambda =  -0.4154117 
## Iteration 21 lambda =  -0.4154124 
## Iteration 22 lambda =  -0.4154127 
## Iteration 23 lambda =  -0.4154129 
## Iteration 24 lambda =  -0.415413 
## Iteration 1 lambda =  0.3253469 
## Iteration 2 lambda =  -0.01197962 
## Iteration 3 lambda =  -0.1806429 
## Iteration 4 lambda =  -0.2649745 
## Iteration 5 lambda =  -0.3071403 
## Iteration 6 lambda =  -0.3282233 
## Iteration 7 lambda =  -0.3387647 
## Iteration 8 lambda =  -0.3440354 
## Iteration 9 lambda =  -0.3466708 
## Iteration 10 lambda =  -0.3479885 
## Iteration 11 lambda =  -0.3486473 
## Iteration 12 lambda =  -0.3489767 
## Iteration 13 lambda =  -0.3491415 
## Iteration 14 lambda =  -0.3492238 
## Iteration 15 lambda =  -0.349265 
## Iteration 16 lambda =  -0.3492856 
## Iteration 17 lambda =  -0.3492959 
## Iteration 18 lambda =  -0.349301 
## Iteration 19 lambda =  -0.3493036 
## Iteration 20 lambda =  -0.3493049 
## Iteration 21 lambda =  -0.3493055 
## Iteration 22 lambda =  -0.3493058 
## Iteration 23 lambda =  -0.349306 
## Iteration 24 lambda =  -0.3493061 
## Iteration 1 lambda =  0.3020669 
## Iteration 2 lambda =  -0.04689968 
## Iteration 3 lambda =  -0.221383 
## Iteration 4 lambda =  -0.3086246 
## Iteration 5 lambda =  -0.3522454 
## Iteration 6 lambda =  -0.3740558 
## Iteration 7 lambda =  -0.384961 
## Iteration 8 lambda =  -0.3904136 
## Iteration 9 lambda =  -0.3931399 
## Iteration 10 lambda =  -0.3945031 
## Iteration 11 lambda =  -0.3951847 
## Iteration 12 lambda =  -0.3955255 
## Iteration 13 lambda =  -0.3956958 
## Iteration 14 lambda =  -0.395781 
## Iteration 15 lambda =  -0.3958236 
## Iteration 16 lambda =  -0.3958449 
## Iteration 17 lambda =  -0.3958556 
## Iteration 18 lambda =  -0.3958609 
## Iteration 19 lambda =  -0.3958636 
## Iteration 20 lambda =  -0.3958649 
## Iteration 21 lambda =  -0.3958656 
## Iteration 22 lambda =  -0.3958659 
## Iteration 23 lambda =  -0.3958661 
## Iteration 24 lambda =  -0.3958662 
## Iteration 1 lambda =  0.3331363 
## Iteration 2 lambda =  -0.0002954792 
## Iteration 3 lambda =  -0.1670114 
## Iteration 4 lambda =  -0.2503693 
## Iteration 5 lambda =  -0.2920483 
## Iteration 6 lambda =  -0.3128878 
## Iteration 7 lambda =  -0.3233076 
## Iteration 8 lambda =  -0.3285174 
## Iteration 9 lambda =  -0.3311224 
## Iteration 10 lambda =  -0.3324248 
## Iteration 11 lambda =  -0.3330761 
## Iteration 12 lambda =  -0.3334017 
## Iteration 13 lambda =  -0.3335645 
## Iteration 14 lambda =  -0.3336459 
## Iteration 15 lambda =  -0.3336866 
## Iteration 16 lambda =  -0.333707 
## Iteration 17 lambda =  -0.3337171 
## Iteration 18 lambda =  -0.3337222 
## Iteration 19 lambda =  -0.3337248 
## Iteration 20 lambda =  -0.333726 
## Iteration 21 lambda =  -0.3337267 
## Iteration 22 lambda =  -0.333727 
## Iteration 23 lambda =  -0.3337271 
## Iteration 24 lambda =  -0.3337272 
## Iteration 1 lambda =  0.3142067 
## Iteration 2 lambda =  -0.02868998 
## Iteration 3 lambda =  -0.2001383 
## Iteration 4 lambda =  -0.2858625 
## Iteration 5 lambda =  -0.3287246 
## Iteration 6 lambda =  -0.3501556 
## Iteration 7 lambda =  -0.3608711 
## Iteration 8 lambda =  -0.3662289 
## Iteration 9 lambda =  -0.3689078 
## Iteration 10 lambda =  -0.3702472 
## Iteration 11 lambda =  -0.3709169 
## Iteration 12 lambda =  -0.3712518 
## Iteration 13 lambda =  -0.3714192 
## Iteration 14 lambda =  -0.3715029 
## Iteration 15 lambda =  -0.3715448 
## Iteration 16 lambda =  -0.3715657 
## Iteration 17 lambda =  -0.3715762 
## Iteration 18 lambda =  -0.3715814 
## Iteration 19 lambda =  -0.371584 
## Iteration 20 lambda =  -0.3715853 
## Iteration 21 lambda =  -0.371586 
## Iteration 22 lambda =  -0.3715863 
## Iteration 23 lambda =  -0.3715865 
## Iteration 24 lambda =  -0.3715866 
## Iteration 1 lambda =  0.310659 
## Iteration 2 lambda =  -0.03401148 
## Iteration 3 lambda =  -0.2063467 
## Iteration 4 lambda =  -0.2925144 
## Iteration 5 lambda =  -0.3355982 
## Iteration 6 lambda =  -0.3571401 
## Iteration 7 lambda =  -0.367911 
## Iteration 8 lambda =  -0.3732965 
## Iteration 9 lambda =  -0.3759892 
## Iteration 10 lambda =  -0.3773356 
## Iteration 11 lambda =  -0.3780088 
## Iteration 12 lambda =  -0.3783454 
## Iteration 13 lambda =  -0.3785137 
## Iteration 14 lambda =  -0.3785978 
## Iteration 15 lambda =  -0.3786399 
## Iteration 16 lambda =  -0.3786609 
## Iteration 17 lambda =  -0.3786715 
## Iteration 18 lambda =  -0.3786767 
## Iteration 19 lambda =  -0.3786793 
## Iteration 20 lambda =  -0.3786807 
## Iteration 21 lambda =  -0.3786813 
## Iteration 22 lambda =  -0.3786816 
## Iteration 23 lambda =  -0.3786818 
## Iteration 24 lambda =  -0.3786819 
## Iteration 1 lambda =  0.2723533 
## Iteration 2 lambda =  -0.09147006 
## Iteration 3 lambda =  -0.2733817 
## Iteration 4 lambda =  -0.3643376 
## Iteration 5 lambda =  -0.4098155 
## Iteration 6 lambda =  -0.4325545 
## Iteration 7 lambda =  -0.4439239 
## Iteration 8 lambda =  -0.4496087 
## Iteration 9 lambda =  -0.452451 
## Iteration 10 lambda =  -0.4538722 
## Iteration 11 lambda =  -0.4545828 
## Iteration 12 lambda =  -0.4549381 
## Iteration 13 lambda =  -0.4551158 
## Iteration 14 lambda =  -0.4552046 
## Iteration 15 lambda =  -0.455249 
## Iteration 16 lambda =  -0.4552712 
## Iteration 17 lambda =  -0.4552823 
## Iteration 18 lambda =  -0.4552879 
## Iteration 19 lambda =  -0.4552906 
## Iteration 20 lambda =  -0.455292 
## Iteration 21 lambda =  -0.4552927 
## Iteration 22 lambda =  -0.4552931 
## Iteration 23 lambda =  -0.4552932 
## Iteration 24 lambda =  -0.4552933 
## Iteration 1 lambda =  0.2800594 
## Iteration 2 lambda =  -0.07991092 
## Iteration 3 lambda =  -0.2598961 
## Iteration 4 lambda =  -0.3498887 
## Iteration 5 lambda =  -0.3948849 
## Iteration 6 lambda =  -0.4173831 
## Iteration 7 lambda =  -0.4286322 
## Iteration 8 lambda =  -0.4342567 
## Iteration 9 lambda =  -0.437069 
## Iteration 10 lambda =  -0.4384751 
## Iteration 11 lambda =  -0.4391782 
## Iteration 12 lambda =  -0.4395297 
## Iteration 13 lambda =  -0.4397055 
## Iteration 14 lambda =  -0.4397933 
## Iteration 15 lambda =  -0.4398373 
## Iteration 16 lambda =  -0.4398593 
## Iteration 17 lambda =  -0.4398702 
## Iteration 18 lambda =  -0.4398757 
## Iteration 19 lambda =  -0.4398785 
## Iteration 20 lambda =  -0.4398799 
## Iteration 21 lambda =  -0.4398805 
## Iteration 22 lambda =  -0.4398809 
## Iteration 23 lambda =  -0.4398811 
## Iteration 24 lambda =  -0.4398811 
## Iteration 1 lambda =  0.3111125 
## Iteration 2 lambda =  -0.03333132 
## Iteration 3 lambda =  -0.2055532 
## Iteration 4 lambda =  -0.2916641 
## Iteration 5 lambda =  -0.3347196 
## Iteration 6 lambda =  -0.3562474 
## Iteration 7 lambda =  -0.3670112 
## Iteration 8 lambda =  -0.3723932 
## Iteration 9 lambda =  -0.3750841 
## Iteration 10 lambda =  -0.3764296 
## Iteration 11 lambda =  -0.3771024 
## Iteration 12 lambda =  -0.3774387 
## Iteration 13 lambda =  -0.3776069 
## Iteration 14 lambda =  -0.377691 
## Iteration 15 lambda =  -0.377733 
## Iteration 16 lambda =  -0.3777541 
## Iteration 17 lambda =  -0.3777646 
## Iteration 18 lambda =  -0.3777698 
## Iteration 19 lambda =  -0.3777725 
## Iteration 20 lambda =  -0.3777738 
## Iteration 21 lambda =  -0.3777744 
## Iteration 22 lambda =  -0.3777748 
## Iteration 23 lambda =  -0.3777749 
## Iteration 24 lambda =  -0.377775 
## Iteration 1 lambda =  0.3389237 
## Iteration 2 lambda =  0.008385548 
## Iteration 3 lambda =  -0.1568835 
## Iteration 4 lambda =  -0.2395181 
## Iteration 5 lambda =  -0.2808353 
## Iteration 6 lambda =  -0.301494 
## Iteration 7 lambda =  -0.3118233 
## Iteration 8 lambda =  -0.3169879 
## Iteration 9 lambda =  -0.3195703 
## Iteration 10 lambda =  -0.3208614 
## Iteration 11 lambda =  -0.321507 
## Iteration 12 lambda =  -0.3218298 
## Iteration 13 lambda =  -0.3219912 
## Iteration 14 lambda =  -0.3220719 
## Iteration 15 lambda =  -0.3221123 
## Iteration 16 lambda =  -0.3221324 
## Iteration 17 lambda =  -0.3221425 
## Iteration 18 lambda =  -0.3221476 
## Iteration 19 lambda =  -0.3221501 
## Iteration 20 lambda =  -0.3221513 
## Iteration 21 lambda =  -0.322152 
## Iteration 22 lambda =  -0.3221523 
## Iteration 23 lambda =  -0.3221524 
## Iteration 24 lambda =  -0.3221525 
## Iteration 1 lambda =  0.3138937 
## Iteration 2 lambda =  -0.02915947 
## Iteration 3 lambda =  -0.200686 
## Iteration 4 lambda =  -0.2864493 
## Iteration 5 lambda =  -0.329331 
## Iteration 6 lambda =  -0.3507718 
## Iteration 7 lambda =  -0.3614922 
## Iteration 8 lambda =  -0.3668524 
## Iteration 9 lambda =  -0.3695325 
## Iteration 10 lambda =  -0.3708726 
## Iteration 11 lambda =  -0.3715426 
## Iteration 12 lambda =  -0.3718776 
## Iteration 13 lambda =  -0.3720451 
## Iteration 14 lambda =  -0.3721289 
## Iteration 15 lambda =  -0.3721707 
## Iteration 16 lambda =  -0.3721917 
## Iteration 17 lambda =  -0.3722022 
## Iteration 18 lambda =  -0.3722074 
## Iteration 19 lambda =  -0.37221 
## Iteration 20 lambda =  -0.3722113 
## Iteration 21 lambda =  -0.372212 
## Iteration 22 lambda =  -0.3722123 
## Iteration 23 lambda =  -0.3722125 
## Iteration 24 lambda =  -0.3722125 
## Iteration 1 lambda =  0.3349897 
## Iteration 2 lambda =  0.002484495 
## Iteration 3 lambda =  -0.1637681 
## Iteration 4 lambda =  -0.2468944 
## Iteration 5 lambda =  -0.2884575 
## Iteration 6 lambda =  -0.3092391 
## Iteration 7 lambda =  -0.3196299 
## Iteration 8 lambda =  -0.3248253 
## Iteration 9 lambda =  -0.327423 
## Iteration 10 lambda =  -0.3287218 
## Iteration 11 lambda =  -0.3293712 
## Iteration 12 lambda =  -0.329696 
## Iteration 13 lambda =  -0.3298583 
## Iteration 14 lambda =  -0.3299395 
## Iteration 15 lambda =  -0.3299801 
## Iteration 16 lambda =  -0.3300004 
## Iteration 17 lambda =  -0.3300105 
## Iteration 18 lambda =  -0.3300156 
## Iteration 19 lambda =  -0.3300181 
## Iteration 20 lambda =  -0.3300194 
## Iteration 21 lambda =  -0.33002 
## Iteration 22 lambda =  -0.3300204 
## Iteration 23 lambda =  -0.3300205 
## Iteration 24 lambda =  -0.3300206 
## Iteration 1 lambda =  0.2791487 
## Iteration 2 lambda =  -0.08127693 
## Iteration 3 lambda =  -0.2614898 
## Iteration 4 lambda =  -0.3515962 
## Iteration 5 lambda =  -0.3966494 
## Iteration 6 lambda =  -0.419176 
## Iteration 7 lambda =  -0.4304393 
## Iteration 8 lambda =  -0.4360709 
## Iteration 9 lambda =  -0.4388868 
## Iteration 10 lambda =  -0.4402947 
## Iteration 11 lambda =  -0.4409986 
## Iteration 12 lambda =  -0.4413506 
## Iteration 13 lambda =  -0.4415266 
## Iteration 14 lambda =  -0.4416146 
## Iteration 15 lambda =  -0.4416586 
## Iteration 16 lambda =  -0.4416806 
## Iteration 17 lambda =  -0.4416916 
## Iteration 18 lambda =  -0.4416971 
## Iteration 19 lambda =  -0.4416998 
## Iteration 20 lambda =  -0.4417012 
## Iteration 21 lambda =  -0.4417019 
## Iteration 22 lambda =  -0.4417022 
## Iteration 23 lambda =  -0.4417024 
## Iteration 24 lambda =  -0.4417025 
## Iteration 1 lambda =  0.3445376 
## Iteration 2 lambda =  0.01680638 
## Iteration 3 lambda =  -0.1470592 
## Iteration 4 lambda =  -0.228992 
## Iteration 5 lambda =  -0.2699584 
## Iteration 6 lambda =  -0.2904416 
## Iteration 7 lambda =  -0.3006832 
## Iteration 8 lambda =  -0.305804 
## Iteration 9 lambda =  -0.3083644 
## Iteration 10 lambda =  -0.3096446 
## Iteration 11 lambda =  -0.3102847 
## Iteration 12 lambda =  -0.3106048 
## Iteration 13 lambda =  -0.3107648 
## Iteration 14 lambda =  -0.3108448 
## Iteration 15 lambda =  -0.3108848 
## Iteration 16 lambda =  -0.3109048 
## Iteration 17 lambda =  -0.3109148 
## Iteration 18 lambda =  -0.3109198 
## Iteration 19 lambda =  -0.3109223 
## Iteration 20 lambda =  -0.3109236 
## Iteration 21 lambda =  -0.3109242 
## Iteration 22 lambda =  -0.3109245 
## Iteration 23 lambda =  -0.3109247 
## Iteration 24 lambda =  -0.3109248 
## Iteration 1 lambda =  0.2855943 
## Iteration 2 lambda =  -0.07160859 
## Iteration 3 lambda =  -0.25021 
## Iteration 4 lambda =  -0.3395107 
## Iteration 5 lambda =  -0.3841611 
## Iteration 6 lambda =  -0.4064863 
## Iteration 7 lambda =  -0.4176489 
## Iteration 8 lambda =  -0.4232302 
## Iteration 9 lambda =  -0.4260208 
## Iteration 10 lambda =  -0.4274161 
## Iteration 11 lambda =  -0.4281138 
## Iteration 12 lambda =  -0.4284626 
## Iteration 13 lambda =  -0.428637 
## Iteration 14 lambda =  -0.4287242 
## Iteration 15 lambda =  -0.4287678 
## Iteration 16 lambda =  -0.4287896 
## Iteration 17 lambda =  -0.4288005 
## Iteration 18 lambda =  -0.428806 
## Iteration 19 lambda =  -0.4288087 
## Iteration 20 lambda =  -0.4288101 
## Iteration 21 lambda =  -0.4288108 
## Iteration 22 lambda =  -0.4288111 
## Iteration 23 lambda =  -0.4288113 
## Iteration 24 lambda =  -0.4288114 
## Iteration 1 lambda =  0.2953404 
## Iteration 2 lambda =  -0.0569894 
## Iteration 3 lambda =  -0.2331543 
## Iteration 4 lambda =  -0.3212368 
## Iteration 5 lambda =  -0.365278 
## Iteration 6 lambda =  -0.3872986 
## Iteration 7 lambda =  -0.3983089 
## Iteration 8 lambda =  -0.403814 
## Iteration 9 lambda =  -0.4065666 
## Iteration 10 lambda =  -0.4079429 
## Iteration 11 lambda =  -0.4086311 
## Iteration 12 lambda =  -0.4089751 
## Iteration 13 lambda =  -0.4091472 
## Iteration 14 lambda =  -0.4092332 
## Iteration 15 lambda =  -0.4092762 
## Iteration 16 lambda =  -0.4092977 
## Iteration 17 lambda =  -0.4093085 
## Iteration 18 lambda =  -0.4093138 
## Iteration 19 lambda =  -0.4093165 
## Iteration 20 lambda =  -0.4093179 
## Iteration 21 lambda =  -0.4093185 
## Iteration 22 lambda =  -0.4093189 
## Iteration 23 lambda =  -0.409319 
## Iteration 24 lambda =  -0.4093191 
## Iteration 1 lambda =  0.3117753 
## Iteration 2 lambda =  -0.03233709 
## Iteration 3 lambda =  -0.2043933 
## Iteration 4 lambda =  -0.2904214 
## Iteration 5 lambda =  -0.3334354 
## Iteration 6 lambda =  -0.3549424 
## Iteration 7 lambda =  -0.3656959 
## Iteration 8 lambda =  -0.3710727 
## Iteration 9 lambda =  -0.3737611 
## Iteration 10 lambda =  -0.3751053 
## Iteration 11 lambda =  -0.3757774 
## Iteration 12 lambda =  -0.3761134 
## Iteration 13 lambda =  -0.3762814 
## Iteration 14 lambda =  -0.3763654 
## Iteration 15 lambda =  -0.3764075 
## Iteration 16 lambda =  -0.3764285 
## Iteration 17 lambda =  -0.376439 
## Iteration 18 lambda =  -0.3764442 
## Iteration 19 lambda =  -0.3764468 
## Iteration 20 lambda =  -0.3764481 
## Iteration 21 lambda =  -0.3764488 
## Iteration 22 lambda =  -0.3764491 
## Iteration 23 lambda =  -0.3764493 
## Iteration 24 lambda =  -0.3764494 
## Iteration 1 lambda =  0.3163409 
## Iteration 2 lambda =  -0.02548867 
## Iteration 3 lambda =  -0.1964034 
## Iteration 4 lambda =  -0.2818608 
## Iteration 5 lambda =  -0.3245895 
## Iteration 6 lambda =  -0.3459539 
## Iteration 7 lambda =  -0.3566361 
## Iteration 8 lambda =  -0.3619771 
## Iteration 9 lambda =  -0.3646477 
## Iteration 10 lambda =  -0.365983 
## Iteration 11 lambda =  -0.3666506 
## Iteration 12 lambda =  -0.3669844 
## Iteration 13 lambda =  -0.3671513 
## Iteration 14 lambda =  -0.3672348 
## Iteration 15 lambda =  -0.3672765 
## Iteration 16 lambda =  -0.3672974 
## Iteration 17 lambda =  -0.3673078 
## Iteration 18 lambda =  -0.367313 
## Iteration 19 lambda =  -0.3673156 
## Iteration 20 lambda =  -0.3673169 
## Iteration 21 lambda =  -0.3673176 
## Iteration 22 lambda =  -0.3673179 
## Iteration 23 lambda =  -0.3673181 
## Iteration 24 lambda =  -0.3673181 
## Iteration 1 lambda =  0.3095455 
## Iteration 2 lambda =  -0.03568175 
## Iteration 3 lambda =  -0.2082954 
## Iteration 4 lambda =  -0.2946022 
## Iteration 5 lambda =  -0.3377556 
## Iteration 6 lambda =  -0.3593323 
## Iteration 7 lambda =  -0.3701206 
## Iteration 8 lambda =  -0.3755148 
## Iteration 9 lambda =  -0.3782119 
## Iteration 10 lambda =  -0.3795605 
## Iteration 11 lambda =  -0.3802347 
## Iteration 12 lambda =  -0.3805719 
## Iteration 13 lambda =  -0.3807404 
## Iteration 14 lambda =  -0.3808247 
## Iteration 15 lambda =  -0.3808669 
## Iteration 16 lambda =  -0.3808879 
## Iteration 17 lambda =  -0.3808985 
## Iteration 18 lambda =  -0.3809037 
## Iteration 19 lambda =  -0.3809064 
## Iteration 20 lambda =  -0.3809077 
## Iteration 21 lambda =  -0.3809083 
## Iteration 22 lambda =  -0.3809087 
## Iteration 23 lambda =  -0.3809088 
## Iteration 24 lambda =  -0.3809089 
## Iteration 1 lambda =  0.3127767 
## Iteration 2 lambda =  -0.03083502 
## Iteration 3 lambda =  -0.2026409 
## Iteration 4 lambda =  -0.2885438 
## Iteration 5 lambda =  -0.3314952 
## Iteration 6 lambda =  -0.352971 
## Iteration 7 lambda =  -0.3637088 
## Iteration 8 lambda =  -0.3690778 
## Iteration 9 lambda =  -0.3717622 
## Iteration 10 lambda =  -0.3731045 
## Iteration 11 lambda =  -0.3737756 
## Iteration 12 lambda =  -0.3741111 
## Iteration 13 lambda =  -0.3742789 
## Iteration 14 lambda =  -0.3743628 
## Iteration 15 lambda =  -0.3744047 
## Iteration 16 lambda =  -0.3744257 
## Iteration 17 lambda =  -0.3744362 
## Iteration 18 lambda =  -0.3744414 
## Iteration 19 lambda =  -0.3744441 
## Iteration 20 lambda =  -0.3744454 
## Iteration 21 lambda =  -0.374446 
## Iteration 22 lambda =  -0.3744464 
## Iteration 23 lambda =  -0.3744465 
## Iteration 24 lambda =  -0.3744466 
## Iteration 1 lambda =  0.313761 
## Iteration 2 lambda =  -0.02935847 
## Iteration 3 lambda =  -0.2009182 
## Iteration 4 lambda =  -0.2866981 
## Iteration 5 lambda =  -0.329588 
## Iteration 6 lambda =  -0.351033 
## Iteration 7 lambda =  -0.3617555 
## Iteration 8 lambda =  -0.3671167 
## Iteration 9 lambda =  -0.3697973 
## Iteration 10 lambda =  -0.3711376 
## Iteration 11 lambda =  -0.3718078 
## Iteration 12 lambda =  -0.3721429 
## Iteration 13 lambda =  -0.3723104 
## Iteration 14 lambda =  -0.3723942 
## Iteration 15 lambda =  -0.3724361 
## Iteration 16 lambda =  -0.372457 
## Iteration 17 lambda =  -0.3724675 
## Iteration 18 lambda =  -0.3724727 
## Iteration 19 lambda =  -0.3724753 
## Iteration 20 lambda =  -0.3724767 
## Iteration 21 lambda =  -0.3724773 
## Iteration 22 lambda =  -0.3724776 
## Iteration 23 lambda =  -0.3724778 
## Iteration 24 lambda =  -0.3724779 
## Iteration 1 lambda =  0.3348925 
## Iteration 2 lambda =  0.002338728 
## Iteration 3 lambda =  -0.1639382 
## Iteration 4 lambda =  -0.2470766 
## Iteration 5 lambda =  -0.2886458 
## Iteration 6 lambda =  -0.3094304 
## Iteration 7 lambda =  -0.3198227 
## Iteration 8 lambda =  -0.3250189 
## Iteration 9 lambda =  -0.327617 
## Iteration 10 lambda =  -0.328916 
## Iteration 11 lambda =  -0.3295655 
## Iteration 12 lambda =  -0.3298903 
## Iteration 13 lambda =  -0.3300526 
## Iteration 14 lambda =  -0.3301338 
## Iteration 15 lambda =  -0.3301744 
## Iteration 16 lambda =  -0.3301947 
## Iteration 17 lambda =  -0.3302049 
## Iteration 18 lambda =  -0.33021 
## Iteration 19 lambda =  -0.3302125 
## Iteration 20 lambda =  -0.3302138 
## Iteration 21 lambda =  -0.3302144 
## Iteration 22 lambda =  -0.3302147 
## Iteration 23 lambda =  -0.3302149 
## Iteration 24 lambda =  -0.3302149 
## Iteration 1 lambda =  0.3203054 
## Iteration 2 lambda =  -0.01954183 
## Iteration 3 lambda =  -0.1894655 
## Iteration 4 lambda =  -0.2744273 
## Iteration 5 lambda =  -0.3169082 
## Iteration 6 lambda =  -0.3381487 
## Iteration 7 lambda =  -0.3487689 
## Iteration 8 lambda =  -0.354079 
## Iteration 9 lambda =  -0.356734 
## Iteration 10 lambda =  -0.3580616 
## Iteration 11 lambda =  -0.3587253 
## Iteration 12 lambda =  -0.3590572 
## Iteration 13 lambda =  -0.3592232 
## Iteration 14 lambda =  -0.3593061 
## Iteration 15 lambda =  -0.3593476 
## Iteration 16 lambda =  -0.3593684 
## Iteration 17 lambda =  -0.3593787 
## Iteration 18 lambda =  -0.3593839 
## Iteration 19 lambda =  -0.3593865 
## Iteration 20 lambda =  -0.3593878 
## Iteration 21 lambda =  -0.3593885 
## Iteration 22 lambda =  -0.3593888 
## Iteration 23 lambda =  -0.3593889 
## Iteration 24 lambda =  -0.359389 
## Iteration 1 lambda =  0.340599 
## Iteration 2 lambda =  0.01089853 
## Iteration 3 lambda =  -0.1539517 
## Iteration 4 lambda =  -0.2363768 
## Iteration 5 lambda =  -0.2775894 
## Iteration 6 lambda =  -0.2981957 
## Iteration 7 lambda =  -0.3084988 
## Iteration 8 lambda =  -0.3136504 
## Iteration 9 lambda =  -0.3162262 
## Iteration 10 lambda =  -0.3175141 
## Iteration 11 lambda =  -0.318158 
## Iteration 12 lambda =  -0.31848 
## Iteration 13 lambda =  -0.318641 
## Iteration 14 lambda =  -0.3187215 
## Iteration 15 lambda =  -0.3187617 
## Iteration 16 lambda =  -0.3187818 
## Iteration 17 lambda =  -0.3187919 
## Iteration 18 lambda =  -0.3187969 
## Iteration 19 lambda =  -0.3187994 
## Iteration 20 lambda =  -0.3188007 
## Iteration 21 lambda =  -0.3188013 
## Iteration 22 lambda =  -0.3188016 
## Iteration 23 lambda =  -0.3188018 
## Iteration 24 lambda =  -0.3188019 
## Iteration 1 lambda =  0.2836961 
## Iteration 2 lambda =  -0.07445583 
## Iteration 3 lambda =  -0.2535318 
## Iteration 4 lambda =  -0.3430698 
## Iteration 5 lambda =  -0.3878388 
## Iteration 6 lambda =  -0.4102233 
## Iteration 7 lambda =  -0.4214155 
## Iteration 8 lambda =  -0.4270117 
## Iteration 9 lambda =  -0.4298097 
## Iteration 10 lambda =  -0.4312087 
## Iteration 11 lambda =  -0.4319083 
## Iteration 12 lambda =  -0.432258 
## Iteration 13 lambda =  -0.4324329 
## Iteration 14 lambda =  -0.4325203 
## Iteration 15 lambda =  -0.4325641 
## Iteration 16 lambda =  -0.4325859 
## Iteration 17 lambda =  -0.4325968 
## Iteration 18 lambda =  -0.4326023 
## Iteration 19 lambda =  -0.432605 
## Iteration 20 lambda =  -0.4326064 
## Iteration 21 lambda =  -0.4326071 
## Iteration 22 lambda =  -0.4326074 
## Iteration 23 lambda =  -0.4326076 
## Iteration 24 lambda =  -0.4326077 
## Iteration 1 lambda =  0.2926076 
## Iteration 2 lambda =  -0.06108857 
## Iteration 3 lambda =  -0.2379367 
## Iteration 4 lambda =  -0.3263607 
## Iteration 5 lambda =  -0.3705727 
## Iteration 6 lambda =  -0.3926787 
## Iteration 7 lambda =  -0.4037318 
## Iteration 8 lambda =  -0.4092583 
## Iteration 9 lambda =  -0.4120215 
## Iteration 10 lambda =  -0.4134031 
## Iteration 11 lambda =  -0.4140939 
## Iteration 12 lambda =  -0.4144394 
## Iteration 13 lambda =  -0.4146121 
## Iteration 14 lambda =  -0.4146984 
## Iteration 15 lambda =  -0.4147416 
## Iteration 16 lambda =  -0.4147632 
## Iteration 17 lambda =  -0.414774 
## Iteration 18 lambda =  -0.4147794 
## Iteration 19 lambda =  -0.4147821 
## Iteration 20 lambda =  -0.4147834 
## Iteration 21 lambda =  -0.4147841 
## Iteration 22 lambda =  -0.4147844 
## Iteration 23 lambda =  -0.4147846 
## Iteration 24 lambda =  -0.4147847 
## Iteration 1 lambda =  0.3202457 
## Iteration 2 lambda =  -0.0196315 
## Iteration 3 lambda =  -0.1895701 
## Iteration 4 lambda =  -0.2745394 
## Iteration 5 lambda =  -0.317024 
## Iteration 6 lambda =  -0.3382663 
## Iteration 7 lambda =  -0.3488875 
## Iteration 8 lambda =  -0.3541981 
## Iteration 9 lambda =  -0.3568534 
## Iteration 10 lambda =  -0.358181 
## Iteration 11 lambda =  -0.3588448 
## Iteration 12 lambda =  -0.3591768 
## Iteration 13 lambda =  -0.3593427 
## Iteration 14 lambda =  -0.3594257 
## Iteration 15 lambda =  -0.3594672 
## Iteration 16 lambda =  -0.3594879 
## Iteration 17 lambda =  -0.3594983 
## Iteration 18 lambda =  -0.3595035 
## Iteration 19 lambda =  -0.3595061 
## Iteration 20 lambda =  -0.3595074 
## Iteration 21 lambda =  -0.359508 
## Iteration 22 lambda =  -0.3595083 
## Iteration 23 lambda =  -0.3595085 
## Iteration 24 lambda =  -0.3595086 
## Iteration 1 lambda =  0.3096213 
## Iteration 2 lambda =  -0.035568 
## Iteration 3 lambda =  -0.2081627 
## Iteration 4 lambda =  -0.29446 
## Iteration 5 lambda =  -0.3376087 
## Iteration 6 lambda =  -0.359183 
## Iteration 7 lambda =  -0.3699702 
## Iteration 8 lambda =  -0.3753637 
## Iteration 9 lambda =  -0.3780605 
## Iteration 10 lambda =  -0.3794089 
## Iteration 11 lambda =  -0.3800831 
## Iteration 12 lambda =  -0.3804202 
## Iteration 13 lambda =  -0.3805888 
## Iteration 14 lambda =  -0.3806731 
## Iteration 15 lambda =  -0.3807152 
## Iteration 16 lambda =  -0.3807363 
## Iteration 17 lambda =  -0.3807468 
## Iteration 18 lambda =  -0.3807521 
## Iteration 19 lambda =  -0.3807547 
## Iteration 20 lambda =  -0.380756 
## Iteration 21 lambda =  -0.3807567 
## Iteration 22 lambda =  -0.380757 
## Iteration 23 lambda =  -0.3807572 
## Iteration 24 lambda =  -0.3807572 
## Iteration 1 lambda =  0.2466288 
## Iteration 2 lambda =  -0.1300569 
## Iteration 3 lambda =  -0.3183997 
## Iteration 4 lambda =  -0.4125711 
## Iteration 5 lambda =  -0.4596568 
## Iteration 6 lambda =  -0.4831996 
## Iteration 7 lambda =  -0.4949711 
## Iteration 8 lambda =  -0.5008568 
## Iteration 9 lambda =  -0.5037996 
## Iteration 10 lambda =  -0.5052711 
## Iteration 11 lambda =  -0.5060068 
## Iteration 12 lambda =  -0.5063746 
## Iteration 13 lambda =  -0.5065586 
## Iteration 14 lambda =  -0.5066505 
## Iteration 15 lambda =  -0.5066965 
## Iteration 16 lambda =  -0.5067195 
## Iteration 17 lambda =  -0.506731 
## Iteration 18 lambda =  -0.5067367 
## Iteration 19 lambda =  -0.5067396 
## Iteration 20 lambda =  -0.5067411 
## Iteration 21 lambda =  -0.5067418 
## Iteration 22 lambda =  -0.5067421 
## Iteration 23 lambda =  -0.5067423 
## Iteration 24 lambda =  -0.5067424 
## Iteration 1 lambda =  0.3294284 
## Iteration 2 lambda =  -0.005857423 
## Iteration 3 lambda =  -0.1735003 
## Iteration 4 lambda =  -0.2573218 
## Iteration 5 lambda =  -0.2992325 
## Iteration 6 lambda =  -0.3201879 
## Iteration 7 lambda =  -0.3306655 
## Iteration 8 lambda =  -0.3359044 
## Iteration 9 lambda =  -0.3385238 
## Iteration 10 lambda =  -0.3398335 
## Iteration 11 lambda =  -0.3404884 
## Iteration 12 lambda =  -0.3408158 
## Iteration 13 lambda =  -0.3409795 
## Iteration 14 lambda =  -0.3410614 
## Iteration 15 lambda =  -0.3411023 
## Iteration 16 lambda =  -0.3411228 
## Iteration 17 lambda =  -0.341133 
## Iteration 18 lambda =  -0.3411381 
## Iteration 19 lambda =  -0.3411407 
## Iteration 20 lambda =  -0.341142 
## Iteration 21 lambda =  -0.3411426 
## Iteration 22 lambda =  -0.3411429 
## Iteration 23 lambda =  -0.3411431 
## Iteration 24 lambda =  -0.3411432 
## Iteration 1 lambda =  0.2810197 
## Iteration 2 lambda =  -0.07847046 
## Iteration 3 lambda =  -0.2582155 
## Iteration 4 lambda =  -0.3480881 
## Iteration 5 lambda =  -0.3930243 
## Iteration 6 lambda =  -0.4154925 
## Iteration 7 lambda =  -0.4267265 
## Iteration 8 lambda =  -0.4323436 
## Iteration 9 lambda =  -0.4351521 
## Iteration 10 lambda =  -0.4365564 
## Iteration 11 lambda =  -0.4372585 
## Iteration 12 lambda =  -0.4376095 
## Iteration 13 lambda =  -0.4377851 
## Iteration 14 lambda =  -0.4378728 
## Iteration 15 lambda =  -0.4379167 
## Iteration 16 lambda =  -0.4379387 
## Iteration 17 lambda =  -0.4379496 
## Iteration 18 lambda =  -0.4379551 
## Iteration 19 lambda =  -0.4379579 
## Iteration 20 lambda =  -0.4379592 
## Iteration 21 lambda =  -0.4379599 
## Iteration 22 lambda =  -0.4379603 
## Iteration 23 lambda =  -0.4379604 
## Iteration 24 lambda =  -0.4379605 
## Iteration 1 lambda =  0.3140722 
## Iteration 2 lambda =  -0.02889176 
## Iteration 3 lambda =  -0.2003737 
## Iteration 4 lambda =  -0.2861147 
## Iteration 5 lambda =  -0.3289852 
## Iteration 6 lambda =  -0.3504204 
## Iteration 7 lambda =  -0.3611381 
## Iteration 8 lambda =  -0.3664969 
## Iteration 9 lambda =  -0.3691763 
## Iteration 10 lambda =  -0.370516 
## Iteration 11 lambda =  -0.3711858 
## Iteration 12 lambda =  -0.3715208 
## Iteration 13 lambda =  -0.3716882 
## Iteration 14 lambda =  -0.371772 
## Iteration 15 lambda =  -0.3718138 
## Iteration 16 lambda =  -0.3718348 
## Iteration 17 lambda =  -0.3718452 
## Iteration 18 lambda =  -0.3718505 
## Iteration 19 lambda =  -0.3718531 
## Iteration 20 lambda =  -0.3718544 
## Iteration 21 lambda =  -0.371855 
## Iteration 22 lambda =  -0.3718554 
## Iteration 23 lambda =  -0.3718555 
## Iteration 24 lambda =  -0.3718556 
## Iteration 1 lambda =  0.2902603 
## Iteration 2 lambda =  -0.06460948 
## Iteration 3 lambda =  -0.2420444 
## Iteration 4 lambda =  -0.3307618 
## Iteration 5 lambda =  -0.3751206 
## Iteration 6 lambda =  -0.3972999 
## Iteration 7 lambda =  -0.4083896 
## Iteration 8 lambda =  -0.4139345 
## Iteration 9 lambda =  -0.4167069 
## Iteration 10 lambda =  -0.4180931 
## Iteration 11 lambda =  -0.4187862 
## Iteration 12 lambda =  -0.4191328 
## Iteration 13 lambda =  -0.419306 
## Iteration 14 lambda =  -0.4193927 
## Iteration 15 lambda =  -0.419436 
## Iteration 16 lambda =  -0.4194576 
## Iteration 17 lambda =  -0.4194685 
## Iteration 18 lambda =  -0.4194739 
## Iteration 19 lambda =  -0.4194766 
## Iteration 20 lambda =  -0.419478 
## Iteration 21 lambda =  -0.4194786 
## Iteration 22 lambda =  -0.419479 
## Iteration 23 lambda =  -0.4194791 
## Iteration 24 lambda =  -0.4194792 
## Iteration 1 lambda =  0.2728012 
## Iteration 2 lambda =  -0.09079822 
## Iteration 3 lambda =  -0.2725979 
## Iteration 4 lambda =  -0.3634978 
## Iteration 5 lambda =  -0.4089477 
## Iteration 6 lambda =  -0.4316727 
## Iteration 7 lambda =  -0.4430352 
## Iteration 8 lambda =  -0.4487164 
## Iteration 9 lambda =  -0.451557 
## Iteration 10 lambda =  -0.4529773 
## Iteration 11 lambda =  -0.4536875 
## Iteration 12 lambda =  -0.4540426 
## Iteration 13 lambda =  -0.4542201 
## Iteration 14 lambda =  -0.4543089 
## Iteration 15 lambda =  -0.4543532 
## Iteration 16 lambda =  -0.4543754 
## Iteration 17 lambda =  -0.4543865 
## Iteration 18 lambda =  -0.4543921 
## Iteration 19 lambda =  -0.4543949 
## Iteration 20 lambda =  -0.4543962 
## Iteration 21 lambda =  -0.4543969 
## Iteration 22 lambda =  -0.4543973 
## Iteration 23 lambda =  -0.4543975 
## Iteration 24 lambda =  -0.4543975 
## Iteration 1 lambda =  0.3211677 
## Iteration 2 lambda =  -0.01824846 
## Iteration 3 lambda =  -0.1879565 
## Iteration 4 lambda =  -0.2728106 
## Iteration 5 lambda =  -0.3152376 
## Iteration 6 lambda =  -0.3364511 
## Iteration 7 lambda =  -0.3470579 
## Iteration 8 lambda =  -0.3523612 
## Iteration 9 lambda =  -0.3550129 
## Iteration 10 lambda =  -0.3563388 
## Iteration 11 lambda =  -0.3570017 
## Iteration 12 lambda =  -0.3573331 
## Iteration 13 lambda =  -0.3574989 
## Iteration 14 lambda =  -0.3575817 
## Iteration 15 lambda =  -0.3576232 
## Iteration 16 lambda =  -0.3576439 
## Iteration 17 lambda =  -0.3576543 
## Iteration 18 lambda =  -0.3576594 
## Iteration 19 lambda =  -0.357662 
## Iteration 20 lambda =  -0.3576633 
## Iteration 21 lambda =  -0.357664 
## Iteration 22 lambda =  -0.3576643 
## Iteration 23 lambda =  -0.3576644 
## Iteration 24 lambda =  -0.3576645 
## Iteration 1 lambda =  0.3119554 
## Iteration 2 lambda =  -0.03206697 
## Iteration 3 lambda =  -0.2040781 
## Iteration 4 lambda =  -0.2900837 
## Iteration 5 lambda =  -0.3330865 
## Iteration 6 lambda =  -0.3545879 
## Iteration 7 lambda =  -0.3653386 
## Iteration 8 lambda =  -0.3707139 
## Iteration 9 lambda =  -0.3734016 
## Iteration 10 lambda =  -0.3747455 
## Iteration 11 lambda =  -0.3754174 
## Iteration 12 lambda =  -0.3757533 
## Iteration 13 lambda =  -0.3759213 
## Iteration 14 lambda =  -0.3760053 
## Iteration 15 lambda =  -0.3760473 
## Iteration 16 lambda =  -0.3760683 
## Iteration 17 lambda =  -0.3760788 
## Iteration 18 lambda =  -0.376084 
## Iteration 19 lambda =  -0.3760867 
## Iteration 20 lambda =  -0.376088 
## Iteration 21 lambda =  -0.3760886 
## Iteration 22 lambda =  -0.376089 
## Iteration 23 lambda =  -0.3760891 
## Iteration 24 lambda =  -0.3760892 
## Iteration 1 lambda =  0.282893 
## Iteration 2 lambda =  -0.07566054 
## Iteration 3 lambda =  -0.2549373 
## Iteration 4 lambda =  -0.3445757 
## Iteration 5 lambda =  -0.3893949 
## Iteration 6 lambda =  -0.4118045 
## Iteration 7 lambda =  -0.4230093 
## Iteration 8 lambda =  -0.4286117 
## Iteration 9 lambda =  -0.4314129 
## Iteration 10 lambda =  -0.4328134 
## Iteration 11 lambda =  -0.4335137 
## Iteration 12 lambda =  -0.4338639 
## Iteration 13 lambda =  -0.434039 
## Iteration 14 lambda =  -0.4341265 
## Iteration 15 lambda =  -0.4341703 
## Iteration 16 lambda =  -0.4341922 
## Iteration 17 lambda =  -0.4342031 
## Iteration 18 lambda =  -0.4342086 
## Iteration 19 lambda =  -0.4342113 
## Iteration 20 lambda =  -0.4342127 
## Iteration 21 lambda =  -0.4342134 
## Iteration 22 lambda =  -0.4342137 
## Iteration 23 lambda =  -0.4342139 
## Iteration 24 lambda =  -0.434214 
## Iteration 1 lambda =  0.2965577 
## Iteration 2 lambda =  -0.05516352 
## Iteration 3 lambda =  -0.2310241 
## Iteration 4 lambda =  -0.3189544 
## Iteration 5 lambda =  -0.3629195 
## Iteration 6 lambda =  -0.3849021 
## Iteration 7 lambda =  -0.3958934 
## Iteration 8 lambda =  -0.401389 
## Iteration 9 lambda =  -0.4041369 
## Iteration 10 lambda =  -0.4055108 
## Iteration 11 lambda =  -0.4061977 
## Iteration 12 lambda =  -0.4065412 
## Iteration 13 lambda =  -0.406713 
## Iteration 14 lambda =  -0.4067988 
## Iteration 15 lambda =  -0.4068418 
## Iteration 16 lambda =  -0.4068632 
## Iteration 17 lambda =  -0.406874 
## Iteration 18 lambda =  -0.4068793 
## Iteration 19 lambda =  -0.406882 
## Iteration 20 lambda =  -0.4068833 
## Iteration 21 lambda =  -0.406884 
## Iteration 22 lambda =  -0.4068844 
## Iteration 23 lambda =  -0.4068845 
## Iteration 24 lambda =  -0.4068846 
## Iteration 1 lambda =  0.2995773 
## Iteration 2 lambda =  -0.05063401 
## Iteration 3 lambda =  -0.2257397 
## Iteration 4 lambda =  -0.3132925 
## Iteration 5 lambda =  -0.3570689 
## Iteration 6 lambda =  -0.3789571 
## Iteration 7 lambda =  -0.3899012 
## Iteration 8 lambda =  -0.3953733 
## Iteration 9 lambda =  -0.3981093 
## Iteration 10 lambda =  -0.3994773 
## Iteration 11 lambda =  -0.4001613 
## Iteration 12 lambda =  -0.4005033 
## Iteration 13 lambda =  -0.4006743 
## Iteration 14 lambda =  -0.4007598 
## Iteration 15 lambda =  -0.4008026 
## Iteration 16 lambda =  -0.400824 
## Iteration 17 lambda =  -0.4008347 
## Iteration 18 lambda =  -0.40084 
## Iteration 19 lambda =  -0.4008427 
## Iteration 20 lambda =  -0.400844 
## Iteration 21 lambda =  -0.4008447 
## Iteration 22 lambda =  -0.400845 
## Iteration 23 lambda =  -0.4008452 
## Iteration 24 lambda =  -0.4008453 
## Iteration 1 lambda =  0.3014397 
## Iteration 2 lambda =  -0.04784042 
## Iteration 3 lambda =  -0.2224805 
## Iteration 4 lambda =  -0.3098005 
## Iteration 5 lambda =  -0.3534605 
## Iteration 6 lambda =  -0.3752906 
## Iteration 7 lambda =  -0.3862056 
## Iteration 8 lambda =  -0.3916631 
## Iteration 9 lambda =  -0.3943918 
## Iteration 10 lambda =  -0.3957562 
## Iteration 11 lambda =  -0.3964384 
## Iteration 12 lambda =  -0.3967795 
## Iteration 13 lambda =  -0.39695 
## Iteration 14 lambda =  -0.3970353 
## Iteration 15 lambda =  -0.3970779 
## Iteration 16 lambda =  -0.3970992 
## Iteration 17 lambda =  -0.3971099 
## Iteration 18 lambda =  -0.3971152 
## Iteration 19 lambda =  -0.3971179 
## Iteration 20 lambda =  -0.3971192 
## Iteration 21 lambda =  -0.3971199 
## Iteration 22 lambda =  -0.3971202 
## Iteration 23 lambda =  -0.3971204 
## Iteration 24 lambda =  -0.3971205 
## Iteration 1 lambda =  0.3080179 
## Iteration 2 lambda =  -0.03797315 
## Iteration 3 lambda =  -0.2109687 
## Iteration 4 lambda =  -0.2974664 
## Iteration 5 lambda =  -0.3407153 
## Iteration 6 lambda =  -0.3623398 
## Iteration 7 lambda =  -0.373152 
## Iteration 8 lambda =  -0.3785581 
## Iteration 9 lambda =  -0.3812611 
## Iteration 10 lambda =  -0.3826127 
## Iteration 11 lambda =  -0.3832884 
## Iteration 12 lambda =  -0.3836263 
## Iteration 13 lambda =  -0.3837953 
## Iteration 14 lambda =  -0.3838797 
## Iteration 15 lambda =  -0.383922 
## Iteration 16 lambda =  -0.3839431 
## Iteration 17 lambda =  -0.3839536 
## Iteration 18 lambda =  -0.3839589 
## Iteration 19 lambda =  -0.3839616 
## Iteration 20 lambda =  -0.3839629 
## Iteration 21 lambda =  -0.3839635 
## Iteration 22 lambda =  -0.3839639 
## Iteration 23 lambda =  -0.383964 
## Iteration 24 lambda =  -0.3839641 
## Iteration 1 lambda =  0.311287 
## Iteration 2 lambda =  -0.03306957 
## Iteration 3 lambda =  -0.2052478 
## Iteration 4 lambda =  -0.291337 
## Iteration 5 lambda =  -0.3343815 
## Iteration 6 lambda =  -0.3559038 
## Iteration 7 lambda =  -0.366665 
## Iteration 8 lambda =  -0.3720455 
## Iteration 9 lambda =  -0.3747358 
## Iteration 10 lambda =  -0.3760809 
## Iteration 11 lambda =  -0.3767535 
## Iteration 12 lambda =  -0.3770898 
## Iteration 13 lambda =  -0.3772579 
## Iteration 14 lambda =  -0.377342 
## Iteration 15 lambda =  -0.3773841 
## Iteration 16 lambda =  -0.3774051 
## Iteration 17 lambda =  -0.3774156 
## Iteration 18 lambda =  -0.3774208 
## Iteration 19 lambda =  -0.3774235 
## Iteration 20 lambda =  -0.3774248 
## Iteration 21 lambda =  -0.3774254 
## Iteration 22 lambda =  -0.3774258 
## Iteration 23 lambda =  -0.3774259 
## Iteration 24 lambda =  -0.377426 
## Iteration 1 lambda =  0.3050521 
## Iteration 2 lambda =  -0.04242178 
## Iteration 3 lambda =  -0.2161587 
## Iteration 4 lambda =  -0.3030272 
## Iteration 5 lambda =  -0.3464615 
## Iteration 6 lambda =  -0.3681786 
## Iteration 7 lambda =  -0.3790371 
## Iteration 8 lambda =  -0.3844664 
## Iteration 9 lambda =  -0.3871811 
## Iteration 10 lambda =  -0.3885384 
## Iteration 11 lambda =  -0.389217 
## Iteration 12 lambda =  -0.3895564 
## Iteration 13 lambda =  -0.389726 
## Iteration 14 lambda =  -0.3898109 
## Iteration 15 lambda =  -0.3898533 
## Iteration 16 lambda =  -0.3898745 
## Iteration 17 lambda =  -0.3898851 
## Iteration 18 lambda =  -0.3898904 
## Iteration 19 lambda =  -0.3898931 
## Iteration 20 lambda =  -0.3898944 
## Iteration 21 lambda =  -0.389895 
## Iteration 22 lambda =  -0.3898954 
## Iteration 23 lambda =  -0.3898955 
## Iteration 24 lambda =  -0.3898956 
## Iteration 1 lambda =  0.318531 
## Iteration 2 lambda =  -0.02220357 
## Iteration 3 lambda =  -0.1925708 
## Iteration 4 lambda =  -0.2777545 
## Iteration 5 lambda =  -0.3203463 
## Iteration 6 lambda =  -0.3416422 
## Iteration 7 lambda =  -0.3522901 
## Iteration 8 lambda =  -0.3576141 
## Iteration 9 lambda =  -0.3602761 
## Iteration 10 lambda =  -0.3616071 
## Iteration 11 lambda =  -0.3622726 
## Iteration 12 lambda =  -0.3626053 
## Iteration 13 lambda =  -0.3627717 
## Iteration 14 lambda =  -0.3628549 
## Iteration 15 lambda =  -0.3628965 
## Iteration 16 lambda =  -0.3629173 
## Iteration 17 lambda =  -0.3629277 
## Iteration 18 lambda =  -0.3629329 
## Iteration 19 lambda =  -0.3629355 
## Iteration 20 lambda =  -0.3629368 
## Iteration 21 lambda =  -0.3629374 
## Iteration 22 lambda =  -0.3629378 
## Iteration 23 lambda =  -0.3629379 
## Iteration 24 lambda =  -0.362938 
## Iteration 1 lambda =  0.3294436 
## Iteration 2 lambda =  -0.005834595 
## Iteration 3 lambda =  -0.1734737 
## Iteration 4 lambda =  -0.2572932 
## Iteration 5 lambda =  -0.299203 
## Iteration 6 lambda =  -0.3201579 
## Iteration 7 lambda =  -0.3306353 
## Iteration 8 lambda =  -0.3358741 
## Iteration 9 lambda =  -0.3384934 
## Iteration 10 lambda =  -0.3398031 
## Iteration 11 lambda =  -0.340458 
## Iteration 12 lambda =  -0.3407854 
## Iteration 13 lambda =  -0.3409491 
## Iteration 14 lambda =  -0.3410309 
## Iteration 15 lambda =  -0.3410719 
## Iteration 16 lambda =  -0.3410923 
## Iteration 17 lambda =  -0.3411026 
## Iteration 18 lambda =  -0.3411077 
## Iteration 19 lambda =  -0.3411102 
## Iteration 20 lambda =  -0.3411115 
## Iteration 21 lambda =  -0.3411122 
## Iteration 22 lambda =  -0.3411125 
## Iteration 23 lambda =  -0.3411126 
## Iteration 24 lambda =  -0.3411127 
## Iteration 1 lambda =  0.2998414 
## Iteration 2 lambda =  -0.05023788 
## Iteration 3 lambda =  -0.2252775 
## Iteration 4 lambda =  -0.3127973 
## Iteration 5 lambda =  -0.3565573 
## Iteration 6 lambda =  -0.3784372 
## Iteration 7 lambda =  -0.3893772 
## Iteration 8 lambda =  -0.3948472 
## Iteration 9 lambda =  -0.3975822 
## Iteration 10 lambda =  -0.3989497 
## Iteration 11 lambda =  -0.3996334 
## Iteration 12 lambda =  -0.3999753 
## Iteration 13 lambda =  -0.4001462 
## Iteration 14 lambda =  -0.4002317 
## Iteration 15 lambda =  -0.4002744 
## Iteration 16 lambda =  -0.4002958 
## Iteration 17 lambda =  -0.4003065 
## Iteration 18 lambda =  -0.4003118 
## Iteration 19 lambda =  -0.4003145 
## Iteration 20 lambda =  -0.4003158 
## Iteration 21 lambda =  -0.4003165 
## Iteration 22 lambda =  -0.4003168 
## Iteration 23 lambda =  -0.400317 
## Iteration 24 lambda =  -0.4003171 
## Iteration 1 lambda =  0.2821608 
## Iteration 2 lambda =  -0.07675879 
## Iteration 3 lambda =  -0.2562186 
## Iteration 4 lambda =  -0.3459485 
## Iteration 5 lambda =  -0.3908134 
## Iteration 6 lambda =  -0.4132459 
## Iteration 7 lambda =  -0.4244621 
## Iteration 8 lambda =  -0.4300703 
## Iteration 9 lambda =  -0.4328743 
## Iteration 10 lambda =  -0.4342764 
## Iteration 11 lambda =  -0.4349774 
## Iteration 12 lambda =  -0.4353279 
## Iteration 13 lambda =  -0.4355031 
## Iteration 14 lambda =  -0.4355908 
## Iteration 15 lambda =  -0.4356346 
## Iteration 16 lambda =  -0.4356565 
## Iteration 17 lambda =  -0.4356674 
## Iteration 18 lambda =  -0.4356729 
## Iteration 19 lambda =  -0.4356756 
## Iteration 20 lambda =  -0.435677 
## Iteration 21 lambda =  -0.4356777 
## Iteration 22 lambda =  -0.435678 
## Iteration 23 lambda =  -0.4356782 
## Iteration 24 lambda =  -0.4356783 
## Iteration 1 lambda =  0.3209593 
## Iteration 2 lambda =  -0.01856107 
## Iteration 3 lambda =  -0.1883212 
## Iteration 4 lambda =  -0.2732013 
## Iteration 5 lambda =  -0.3156414 
## Iteration 6 lambda =  -0.3368614 
## Iteration 7 lambda =  -0.3474714 
## Iteration 8 lambda =  -0.3527764 
## Iteration 9 lambda =  -0.3554289 
## Iteration 10 lambda =  -0.3567552 
## Iteration 11 lambda =  -0.3574183 
## Iteration 12 lambda =  -0.3577499 
## Iteration 13 lambda =  -0.3579156 
## Iteration 14 lambda =  -0.3579985 
## Iteration 15 lambda =  -0.35804 
## Iteration 16 lambda =  -0.3580607 
## Iteration 17 lambda =  -0.3580711 
## Iteration 18 lambda =  -0.3580762 
## Iteration 19 lambda =  -0.3580788 
## Iteration 20 lambda =  -0.3580801 
## Iteration 21 lambda =  -0.3580808 
## Iteration 22 lambda =  -0.3580811 
## Iteration 23 lambda =  -0.3580813 
## Iteration 24 lambda =  -0.3580813 
## Iteration 1 lambda =  0.3435472 
## Iteration 2 lambda =  0.01532084 
## Iteration 3 lambda =  -0.1487923 
## Iteration 4 lambda =  -0.2308489 
## Iteration 5 lambda =  -0.2718772 
## Iteration 6 lambda =  -0.2923914 
## Iteration 7 lambda =  -0.3026485 
## Iteration 8 lambda =  -0.307777 
## Iteration 9 lambda =  -0.3103413 
## Iteration 10 lambda =  -0.3116234 
## Iteration 11 lambda =  -0.3122645 
## Iteration 12 lambda =  -0.312585 
## Iteration 13 lambda =  -0.3127453 
## Iteration 14 lambda =  -0.3128254 
## Iteration 15 lambda =  -0.3128655 
## Iteration 16 lambda =  -0.3128855 
## Iteration 17 lambda =  -0.3128955 
## Iteration 18 lambda =  -0.3129005 
## Iteration 19 lambda =  -0.312903 
## Iteration 20 lambda =  -0.3129043 
## Iteration 21 lambda =  -0.3129049 
## Iteration 22 lambda =  -0.3129052 
## Iteration 23 lambda =  -0.3129054 
## Iteration 24 lambda =  -0.3129055 
## Iteration 1 lambda =  0.3281505 
## Iteration 2 lambda =  -0.007774212 
## Iteration 3 lambda =  -0.1757366 
## Iteration 4 lambda =  -0.2597178 
## Iteration 5 lambda =  -0.3017084 
## Iteration 6 lambda =  -0.3227037 
## Iteration 7 lambda =  -0.3332013 
## Iteration 8 lambda =  -0.3384501 
## Iteration 9 lambda =  -0.3410745 
## Iteration 10 lambda =  -0.3423867 
## Iteration 11 lambda =  -0.3430428 
## Iteration 12 lambda =  -0.3433709 
## Iteration 13 lambda =  -0.3435349 
## Iteration 14 lambda =  -0.3436169 
## Iteration 15 lambda =  -0.3436579 
## Iteration 16 lambda =  -0.3436784 
## Iteration 17 lambda =  -0.3436887 
## Iteration 18 lambda =  -0.3436938 
## Iteration 19 lambda =  -0.3436964 
## Iteration 20 lambda =  -0.3436977 
## Iteration 21 lambda =  -0.3436983 
## Iteration 22 lambda =  -0.3436986 
## Iteration 23 lambda =  -0.3436988 
## Iteration 24 lambda =  -0.3436989 
## Iteration 1 lambda =  0.3082102 
## Iteration 2 lambda =  -0.03768465 
## Iteration 3 lambda =  -0.2106321 
## Iteration 4 lambda =  -0.2971058 
## Iteration 5 lambda =  -0.3403427 
## Iteration 6 lambda =  -0.3619611 
## Iteration 7 lambda =  -0.3727703 
## Iteration 8 lambda =  -0.3781749 
## Iteration 9 lambda =  -0.3808772 
## Iteration 10 lambda =  -0.3822284 
## Iteration 11 lambda =  -0.382904 
## Iteration 12 lambda =  -0.3832417 
## Iteration 13 lambda =  -0.3834106 
## Iteration 14 lambda =  -0.3834951 
## Iteration 15 lambda =  -0.3835373 
## Iteration 16 lambda =  -0.3835584 
## Iteration 17 lambda =  -0.383569 
## Iteration 18 lambda =  -0.3835743 
## Iteration 19 lambda =  -0.3835769 
## Iteration 20 lambda =  -0.3835782 
## Iteration 21 lambda =  -0.3835789 
## Iteration 22 lambda =  -0.3835792 
## Iteration 23 lambda =  -0.3835794 
## Iteration 24 lambda =  -0.3835795 
## Iteration 1 lambda =  0.3152545 
## Iteration 2 lambda =  -0.02711827 
## Iteration 3 lambda =  -0.1983046 
## Iteration 4 lambda =  -0.2838978 
## Iteration 5 lambda =  -0.3266944 
## Iteration 6 lambda =  -0.3480927 
## Iteration 7 lambda =  -0.3587919 
## Iteration 8 lambda =  -0.3641415 
## Iteration 9 lambda =  -0.3668162 
## Iteration 10 lambda =  -0.3681536 
## Iteration 11 lambda =  -0.3688223 
## Iteration 12 lambda =  -0.3691567 
## Iteration 13 lambda =  -0.3693239 
## Iteration 14 lambda =  -0.3694074 
## Iteration 15 lambda =  -0.3694492 
## Iteration 16 lambda =  -0.3694701 
## Iteration 17 lambda =  -0.3694806 
## Iteration 18 lambda =  -0.3694858 
## Iteration 19 lambda =  -0.3694884 
## Iteration 20 lambda =  -0.3694897 
## Iteration 21 lambda =  -0.3694904 
## Iteration 22 lambda =  -0.3694907 
## Iteration 23 lambda =  -0.3694909 
## Iteration 24 lambda =  -0.3694909 
## Iteration 1 lambda =  0.3654216 
## Iteration 2 lambda =  0.04813243 
## Iteration 3 lambda =  -0.1105122 
## Iteration 4 lambda =  -0.1898345 
## Iteration 5 lambda =  -0.2294956 
## Iteration 6 lambda =  -0.2493262 
## Iteration 7 lambda =  -0.2592415 
## Iteration 8 lambda =  -0.2641991 
## Iteration 9 lambda =  -0.2666779 
## Iteration 10 lambda =  -0.2679173 
## Iteration 11 lambda =  -0.2685371 
## Iteration 12 lambda =  -0.2688469 
## Iteration 13 lambda =  -0.2690018 
## Iteration 14 lambda =  -0.2690793 
## Iteration 15 lambda =  -0.269118 
## Iteration 16 lambda =  -0.2691374 
## Iteration 17 lambda =  -0.2691471 
## Iteration 18 lambda =  -0.2691519 
## Iteration 19 lambda =  -0.2691543 
## Iteration 20 lambda =  -0.2691555 
## Iteration 21 lambda =  -0.2691562 
## Iteration 22 lambda =  -0.2691565 
## Iteration 23 lambda =  -0.2691566 
## Iteration 24 lambda =  -0.2691567 
## Iteration 1 lambda =  0.3047114 
## Iteration 2 lambda =  -0.04293291 
## Iteration 3 lambda =  -0.2167551 
## Iteration 4 lambda =  -0.3036661 
## Iteration 5 lambda =  -0.3471217 
## Iteration 6 lambda =  -0.3688494 
## Iteration 7 lambda =  -0.3797133 
## Iteration 8 lambda =  -0.3851453 
## Iteration 9 lambda =  -0.3878612 
## Iteration 10 lambda =  -0.3892192 
## Iteration 11 lambda =  -0.3898982 
## Iteration 12 lambda =  -0.3902377 
## Iteration 13 lambda =  -0.3904075 
## Iteration 14 lambda =  -0.3904923 
## Iteration 15 lambda =  -0.3905348 
## Iteration 16 lambda =  -0.390556 
## Iteration 17 lambda =  -0.3905666 
## Iteration 18 lambda =  -0.3905719 
## Iteration 19 lambda =  -0.3905746 
## Iteration 20 lambda =  -0.3905759 
## Iteration 21 lambda =  -0.3905766 
## Iteration 22 lambda =  -0.3905769 
## Iteration 23 lambda =  -0.390577 
## Iteration 24 lambda =  -0.3905771 
## Iteration 1 lambda =  0.3186723 
## Iteration 2 lambda =  -0.0219915 
## Iteration 3 lambda =  -0.1923234 
## Iteration 4 lambda =  -0.2774894 
## Iteration 5 lambda =  -0.3200724 
## Iteration 6 lambda =  -0.3413638 
## Iteration 7 lambda =  -0.3520096 
## Iteration 8 lambda =  -0.3573325 
## Iteration 9 lambda =  -0.3599939 
## Iteration 10 lambda =  -0.3613246 
## Iteration 11 lambda =  -0.36199 
## Iteration 12 lambda =  -0.3623227 
## Iteration 13 lambda =  -0.362489 
## Iteration 14 lambda =  -0.3625722 
## Iteration 15 lambda =  -0.3626138 
## Iteration 16 lambda =  -0.3626345 
## Iteration 17 lambda =  -0.3626449 
## Iteration 18 lambda =  -0.3626501 
## Iteration 19 lambda =  -0.3626527 
## Iteration 20 lambda =  -0.362654 
## Iteration 21 lambda =  -0.3626547 
## Iteration 22 lambda =  -0.362655 
## Iteration 23 lambda =  -0.3626552 
## Iteration 24 lambda =  -0.3626553 
## Iteration 1 lambda =  0.2840185 
## Iteration 2 lambda =  -0.07397223 
## Iteration 3 lambda =  -0.2529676 
## Iteration 4 lambda =  -0.3424653 
## Iteration 5 lambda =  -0.3872141 
## Iteration 6 lambda =  -0.4095886 
## Iteration 7 lambda =  -0.4207758 
## Iteration 8 lambda =  -0.4263694 
## Iteration 9 lambda =  -0.4291662 
## Iteration 10 lambda =  -0.4305646 
## Iteration 11 lambda =  -0.4312638 
## Iteration 12 lambda =  -0.4316134 
## Iteration 13 lambda =  -0.4317882 
## Iteration 14 lambda =  -0.4318756 
## Iteration 15 lambda =  -0.4319193 
## Iteration 16 lambda =  -0.4319411 
## Iteration 17 lambda =  -0.4319521 
## Iteration 18 lambda =  -0.4319575 
## Iteration 19 lambda =  -0.4319602 
## Iteration 20 lambda =  -0.4319616 
## Iteration 21 lambda =  -0.4319623 
## Iteration 22 lambda =  -0.4319626 
## Iteration 23 lambda =  -0.4319628 
## Iteration 24 lambda =  -0.4319629 
## Iteration 1 lambda =  0.3066754 
## Iteration 2 lambda =  -0.03998693 
## Iteration 3 lambda =  -0.2133181 
## Iteration 4 lambda =  -0.2999837 
## Iteration 5 lambda =  -0.3433165 
## Iteration 6 lambda =  -0.3649828 
## Iteration 7 lambda =  -0.375816 
## Iteration 8 lambda =  -0.3812326 
## Iteration 9 lambda =  -0.3839409 
## Iteration 10 lambda =  -0.3852951 
## Iteration 11 lambda =  -0.3859722 
## Iteration 12 lambda =  -0.3863107 
## Iteration 13 lambda =  -0.38648 
## Iteration 14 lambda =  -0.3865646 
## Iteration 15 lambda =  -0.3866069 
## Iteration 16 lambda =  -0.3866281 
## Iteration 17 lambda =  -0.3866387 
## Iteration 18 lambda =  -0.3866439 
## Iteration 19 lambda =  -0.3866466 
## Iteration 20 lambda =  -0.3866479 
## Iteration 21 lambda =  -0.3866486 
## Iteration 22 lambda =  -0.3866489 
## Iteration 23 lambda =  -0.3866491 
## Iteration 24 lambda =  -0.3866492 
## Iteration 1 lambda =  0.3025561 
## Iteration 2 lambda =  -0.04616589 
## Iteration 3 lambda =  -0.2205269 
## Iteration 4 lambda =  -0.3077074 
## Iteration 5 lambda =  -0.3512976 
## Iteration 6 lambda =  -0.3730927 
## Iteration 7 lambda =  -0.3839903 
## Iteration 8 lambda =  -0.3894391 
## Iteration 9 lambda =  -0.3921635 
## Iteration 10 lambda =  -0.3935257 
## Iteration 11 lambda =  -0.3942068 
## Iteration 12 lambda =  -0.3945473 
## Iteration 13 lambda =  -0.3947176 
## Iteration 14 lambda =  -0.3948027 
## Iteration 15 lambda =  -0.3948453 
## Iteration 16 lambda =  -0.3948666 
## Iteration 17 lambda =  -0.3948772 
## Iteration 18 lambda =  -0.3948825 
## Iteration 19 lambda =  -0.3948852 
## Iteration 20 lambda =  -0.3948865 
## Iteration 21 lambda =  -0.3948872 
## Iteration 22 lambda =  -0.3948875 
## Iteration 23 lambda =  -0.3948877 
## Iteration 24 lambda =  -0.3948878 
## Iteration 1 lambda =  0.3017701 
## Iteration 2 lambda =  -0.04734485 
## Iteration 3 lambda =  -0.2219023 
## Iteration 4 lambda =  -0.3091811 
## Iteration 5 lambda =  -0.3528204 
## Iteration 6 lambda =  -0.3746401 
## Iteration 7 lambda =  -0.38555 
## Iteration 8 lambda =  -0.3910049 
## Iteration 9 lambda =  -0.3937323 
## Iteration 10 lambda =  -0.3950961 
## Iteration 11 lambda =  -0.3957779 
## Iteration 12 lambda =  -0.3961189 
## Iteration 13 lambda =  -0.3962893 
## Iteration 14 lambda =  -0.3963746 
## Iteration 15 lambda =  -0.3964172 
## Iteration 16 lambda =  -0.3964385 
## Iteration 17 lambda =  -0.3964491 
## Iteration 18 lambda =  -0.3964545 
## Iteration 19 lambda =  -0.3964571 
## Iteration 20 lambda =  -0.3964585 
## Iteration 21 lambda =  -0.3964591 
## Iteration 22 lambda =  -0.3964595 
## Iteration 23 lambda =  -0.3964596 
## Iteration 24 lambda =  -0.3964597 
## Iteration 1 lambda =  0.3102849 
## Iteration 2 lambda =  -0.03457267 
## Iteration 3 lambda =  -0.2070014 
## Iteration 4 lambda =  -0.2932158 
## Iteration 5 lambda =  -0.336323 
## Iteration 6 lambda =  -0.3578766 
## Iteration 7 lambda =  -0.3686534 
## Iteration 8 lambda =  -0.3740418 
## Iteration 9 lambda =  -0.376736 
## Iteration 10 lambda =  -0.3780831 
## Iteration 11 lambda =  -0.3787567 
## Iteration 12 lambda =  -0.3790934 
## Iteration 13 lambda =  -0.3792618 
## Iteration 14 lambda =  -0.379346 
## Iteration 15 lambda =  -0.3793881 
## Iteration 16 lambda =  -0.3794092 
## Iteration 17 lambda =  -0.3794197 
## Iteration 18 lambda =  -0.379425 
## Iteration 19 lambda =  -0.3794276 
## Iteration 20 lambda =  -0.3794289 
## Iteration 21 lambda =  -0.3794296 
## Iteration 22 lambda =  -0.3794299 
## Iteration 23 lambda =  -0.3794301 
## Iteration 24 lambda =  -0.3794301 
## Iteration 1 lambda =  0.2807858 
## Iteration 2 lambda =  -0.07882129 
## Iteration 3 lambda =  -0.2586248 
## Iteration 4 lambda =  -0.3485266 
## Iteration 5 lambda =  -0.3934775 
## Iteration 6 lambda =  -0.4159529 
## Iteration 7 lambda =  -0.4271907 
## Iteration 8 lambda =  -0.4328095 
## Iteration 9 lambda =  -0.435619 
## Iteration 10 lambda =  -0.4370237 
## Iteration 11 lambda =  -0.437726 
## Iteration 12 lambda =  -0.4380772 
## Iteration 13 lambda =  -0.4382528 
## Iteration 14 lambda =  -0.4383406 
## Iteration 15 lambda =  -0.4383845 
## Iteration 16 lambda =  -0.4384064 
## Iteration 17 lambda =  -0.4384174 
## Iteration 18 lambda =  -0.4384229 
## Iteration 19 lambda =  -0.4384256 
## Iteration 20 lambda =  -0.438427 
## Iteration 21 lambda =  -0.4384277 
## Iteration 22 lambda =  -0.438428 
## Iteration 23 lambda =  -0.4384282 
## Iteration 24 lambda =  -0.4384283 
## Iteration 1 lambda =  0.3017626 
## Iteration 2 lambda =  -0.04735604 
## Iteration 3 lambda =  -0.2219154 
## Iteration 4 lambda =  -0.3091951 
## Iteration 5 lambda =  -0.3528349 
## Iteration 6 lambda =  -0.3746548 
## Iteration 7 lambda =  -0.3855648 
## Iteration 8 lambda =  -0.3910197 
## Iteration 9 lambda =  -0.3937472 
## Iteration 10 lambda =  -0.395111 
## Iteration 11 lambda =  -0.3957929 
## Iteration 12 lambda =  -0.3961338 
## Iteration 13 lambda =  -0.3963043 
## Iteration 14 lambda =  -0.3963895 
## Iteration 15 lambda =  -0.3964321 
## Iteration 16 lambda =  -0.3964534 
## Iteration 17 lambda =  -0.3964641 
## Iteration 18 lambda =  -0.3964694 
## Iteration 19 lambda =  -0.3964721 
## Iteration 20 lambda =  -0.3964734 
## Iteration 21 lambda =  -0.3964741 
## Iteration 22 lambda =  -0.3964744 
## Iteration 23 lambda =  -0.3964746 
## Iteration 24 lambda =  -0.3964746 
## Iteration 1 lambda =  0.3354326 
## Iteration 2 lambda =  0.003148959 
## Iteration 3 lambda =  -0.1629929 
## Iteration 4 lambda =  -0.2460638 
## Iteration 5 lambda =  -0.2875993 
## Iteration 6 lambda =  -0.308367 
## Iteration 7 lambda =  -0.3187509 
## Iteration 8 lambda =  -0.3239428 
## Iteration 9 lambda =  -0.3265388 
## Iteration 10 lambda =  -0.3278367 
## Iteration 11 lambda =  -0.3284857 
## Iteration 12 lambda =  -0.3288102 
## Iteration 13 lambda =  -0.3289725 
## Iteration 14 lambda =  -0.3290536 
## Iteration 15 lambda =  -0.3290942 
## Iteration 16 lambda =  -0.3291144 
## Iteration 17 lambda =  -0.3291246 
## Iteration 18 lambda =  -0.3291297 
## Iteration 19 lambda =  -0.3291322 
## Iteration 20 lambda =  -0.3291335 
## Iteration 21 lambda =  -0.3291341 
## Iteration 22 lambda =  -0.3291344 
## Iteration 23 lambda =  -0.3291346 
## Iteration 24 lambda =  -0.3291346 
## Iteration 1 lambda =  0.344758 
## Iteration 2 lambda =  0.01713703 
## Iteration 3 lambda =  -0.1466735 
## Iteration 4 lambda =  -0.2285787 
## Iteration 5 lambda =  -0.2695313 
## Iteration 6 lambda =  -0.2900077 
## Iteration 7 lambda =  -0.3002458 
## Iteration 8 lambda =  -0.3053649 
## Iteration 9 lambda =  -0.3079244 
## Iteration 10 lambda =  -0.3092042 
## Iteration 11 lambda =  -0.3098441 
## Iteration 12 lambda =  -0.310164 
## Iteration 13 lambda =  -0.310324 
## Iteration 14 lambda =  -0.310404 
## Iteration 15 lambda =  -0.310444 
## Iteration 16 lambda =  -0.310464 
## Iteration 17 lambda =  -0.310474 
## Iteration 18 lambda =  -0.310479 
## Iteration 19 lambda =  -0.3104815 
## Iteration 20 lambda =  -0.3104827 
## Iteration 21 lambda =  -0.3104833 
## Iteration 22 lambda =  -0.3104837 
## Iteration 23 lambda =  -0.3104838 
## Iteration 24 lambda =  -0.3104839 
## Iteration 1 lambda =  0.3389512 
## Iteration 2 lambda =  0.008426827 
## Iteration 3 lambda =  -0.1568354 
## Iteration 4 lambda =  -0.2394665 
## Iteration 5 lambda =  -0.280782 
## Iteration 6 lambda =  -0.3014398 
## Iteration 7 lambda =  -0.3117687 
## Iteration 8 lambda =  -0.3169331 
## Iteration 9 lambda =  -0.3195153 
## Iteration 10 lambda =  -0.3208065 
## Iteration 11 lambda =  -0.321452 
## Iteration 12 lambda =  -0.3217748 
## Iteration 13 lambda =  -0.3219362 
## Iteration 14 lambda =  -0.3220169 
## Iteration 15 lambda =  -0.3220572 
## Iteration 16 lambda =  -0.3220774 
## Iteration 17 lambda =  -0.3220875 
## Iteration 18 lambda =  -0.3220925 
## Iteration 19 lambda =  -0.322095 
## Iteration 20 lambda =  -0.3220963 
## Iteration 21 lambda =  -0.3220969 
## Iteration 22 lambda =  -0.3220972 
## Iteration 23 lambda =  -0.3220974 
## Iteration 24 lambda =  -0.3220975 
## Iteration 1 lambda =  0.2897821 
## Iteration 2 lambda =  -0.06532684 
## Iteration 3 lambda =  -0.2428813 
## Iteration 4 lambda =  -0.3316585 
## Iteration 5 lambda =  -0.3760472 
## Iteration 6 lambda =  -0.3982415 
## Iteration 7 lambda =  -0.4093386 
## Iteration 8 lambda =  -0.4148872 
## Iteration 9 lambda =  -0.4176615 
## Iteration 10 lambda =  -0.4190486 
## Iteration 11 lambda =  -0.4197422 
## Iteration 12 lambda =  -0.420089 
## Iteration 13 lambda =  -0.4202624 
## Iteration 14 lambda =  -0.4203491 
## Iteration 15 lambda =  -0.4203924 
## Iteration 16 lambda =  -0.4204141 
## Iteration 17 lambda =  -0.4204249 
## Iteration 18 lambda =  -0.4204304 
## Iteration 19 lambda =  -0.4204331 
## Iteration 20 lambda =  -0.4204344 
## Iteration 21 lambda =  -0.4204351 
## Iteration 22 lambda =  -0.4204354 
## Iteration 23 lambda =  -0.4204356 
## Iteration 24 lambda =  -0.4204357 
## Iteration 1 lambda =  0.3275295 
## Iteration 2 lambda =  -0.008705684 
## Iteration 3 lambda =  -0.1768233 
## Iteration 4 lambda =  -0.2608821 
## Iteration 5 lambda =  -0.3029115 
## Iteration 6 lambda =  -0.3239262 
## Iteration 7 lambda =  -0.3344336 
## Iteration 8 lambda =  -0.3396872 
## Iteration 9 lambda =  -0.3423141 
## Iteration 10 lambda =  -0.3436275 
## Iteration 11 lambda =  -0.3442842 
## Iteration 12 lambda =  -0.3446126 
## Iteration 13 lambda =  -0.3447767 
## Iteration 14 lambda =  -0.3448588 
## Iteration 15 lambda =  -0.3448999 
## Iteration 16 lambda =  -0.3449204 
## Iteration 17 lambda =  -0.3449307 
## Iteration 18 lambda =  -0.3449358 
## Iteration 19 lambda =  -0.3449383 
## Iteration 20 lambda =  -0.3449396 
## Iteration 21 lambda =  -0.3449403 
## Iteration 22 lambda =  -0.3449406 
## Iteration 23 lambda =  -0.3449408 
## Iteration 24 lambda =  -0.3449408 
## Iteration 1 lambda =  0.3254878 
## Iteration 2 lambda =  -0.01176824 
## Iteration 3 lambda =  -0.1803963 
## Iteration 4 lambda =  -0.2647103 
## Iteration 5 lambda =  -0.3068673 
## Iteration 6 lambda =  -0.3279458 
## Iteration 7 lambda =  -0.3384851 
## Iteration 8 lambda =  -0.3437547 
## Iteration 9 lambda =  -0.3463895 
## Iteration 10 lambda =  -0.3477069 
## Iteration 11 lambda =  -0.3483656 
## Iteration 12 lambda =  -0.348695 
## Iteration 13 lambda =  -0.3488596 
## Iteration 14 lambda =  -0.348942 
## Iteration 15 lambda =  -0.3489831 
## Iteration 16 lambda =  -0.3490037 
## Iteration 17 lambda =  -0.349014 
## Iteration 18 lambda =  -0.3490192 
## Iteration 19 lambda =  -0.3490217 
## Iteration 20 lambda =  -0.349023 
## Iteration 21 lambda =  -0.3490237 
## Iteration 22 lambda =  -0.349024 
## Iteration 23 lambda =  -0.3490242 
## Iteration 24 lambda =  -0.3490242 
## Iteration 1 lambda =  0.3424144 
## Iteration 2 lambda =  0.0136216 
## Iteration 3 lambda =  -0.1507748 
## Iteration 4 lambda =  -0.232973 
## Iteration 5 lambda =  -0.2740721 
## Iteration 6 lambda =  -0.2946216 
## Iteration 7 lambda =  -0.3048964 
## Iteration 8 lambda =  -0.3100338 
## Iteration 9 lambda =  -0.3126025 
## Iteration 10 lambda =  -0.3138869 
## Iteration 11 lambda =  -0.314529 
## Iteration 12 lambda =  -0.3148501 
## Iteration 13 lambda =  -0.3150107 
## Iteration 14 lambda =  -0.3150909 
## Iteration 15 lambda =  -0.3151311 
## Iteration 16 lambda =  -0.3151511 
## Iteration 17 lambda =  -0.3151612 
## Iteration 18 lambda =  -0.3151662 
## Iteration 19 lambda =  -0.3151687 
## Iteration 20 lambda =  -0.3151699 
## Iteration 21 lambda =  -0.3151706 
## Iteration 22 lambda =  -0.3151709 
## Iteration 23 lambda =  -0.315171 
## Iteration 24 lambda =  -0.3151711 
## Iteration 1 lambda =  0.2876806 
## Iteration 2 lambda =  -0.06847914 
## Iteration 3 lambda =  -0.246559 
## Iteration 4 lambda =  -0.3355989 
## Iteration 5 lambda =  -0.3801189 
## Iteration 6 lambda =  -0.4023789 
## Iteration 7 lambda =  -0.4135089 
## Iteration 8 lambda =  -0.4190739 
## Iteration 9 lambda =  -0.4218564 
## Iteration 10 lambda =  -0.4232476 
## Iteration 11 lambda =  -0.4239432 
## Iteration 12 lambda =  -0.424291 
## Iteration 13 lambda =  -0.4244649 
## Iteration 14 lambda =  -0.4245519 
## Iteration 15 lambda =  -0.4245954 
## Iteration 16 lambda =  -0.4246171 
## Iteration 17 lambda =  -0.424628 
## Iteration 18 lambda =  -0.4246334 
## Iteration 19 lambda =  -0.4246361 
## Iteration 20 lambda =  -0.4246375 
## Iteration 21 lambda =  -0.4246382 
## Iteration 22 lambda =  -0.4246385 
## Iteration 23 lambda =  -0.4246387 
## Iteration 24 lambda =  -0.4246388 
## Iteration 1 lambda =  0.317459 
## Iteration 2 lambda =  -0.02381156 
## Iteration 3 lambda =  -0.1944468 
## Iteration 4 lambda =  -0.2797645 
## Iteration 5 lambda =  -0.3224233 
## Iteration 6 lambda =  -0.3437527 
## Iteration 7 lambda =  -0.3544174 
## Iteration 8 lambda =  -0.3597497 
## Iteration 9 lambda =  -0.3624159 
## Iteration 10 lambda =  -0.363749 
## Iteration 11 lambda =  -0.3644155 
## Iteration 12 lambda =  -0.3647488 
## Iteration 13 lambda =  -0.3649154 
## Iteration 14 lambda =  -0.3649988 
## Iteration 15 lambda =  -0.3650404 
## Iteration 16 lambda =  -0.3650613 
## Iteration 17 lambda =  -0.3650717 
## Iteration 18 lambda =  -0.3650769 
## Iteration 19 lambda =  -0.3650795 
## Iteration 20 lambda =  -0.3650808 
## Iteration 21 lambda =  -0.3650814 
## Iteration 22 lambda =  -0.3650818 
## Iteration 23 lambda =  -0.3650819 
## Iteration 24 lambda =  -0.365082 
## Iteration 1 lambda =  0.3118234 
## Iteration 2 lambda =  -0.03226487 
## Iteration 3 lambda =  -0.204309 
## Iteration 4 lambda =  -0.2903311 
## Iteration 5 lambda =  -0.3333421 
## Iteration 6 lambda =  -0.3548476 
## Iteration 7 lambda =  -0.3656004 
## Iteration 8 lambda =  -0.3709768 
## Iteration 9 lambda =  -0.373665 
## Iteration 10 lambda =  -0.3750091 
## Iteration 11 lambda =  -0.3756811 
## Iteration 12 lambda =  -0.3760171 
## Iteration 13 lambda =  -0.3761851 
## Iteration 14 lambda =  -0.3762692 
## Iteration 15 lambda =  -0.3763112 
## Iteration 16 lambda =  -0.3763322 
## Iteration 17 lambda =  -0.3763427 
## Iteration 18 lambda =  -0.3763479 
## Iteration 19 lambda =  -0.3763505 
## Iteration 20 lambda =  -0.3763518 
## Iteration 21 lambda =  -0.3763525 
## Iteration 22 lambda =  -0.3763528 
## Iteration 23 lambda =  -0.376353 
## Iteration 24 lambda =  -0.3763531 
## Iteration 1 lambda =  0.3196753 
## Iteration 2 lambda =  -0.02048707 
## Iteration 3 lambda =  -0.1905682 
## Iteration 4 lambda =  -0.2756088 
## Iteration 5 lambda =  -0.3181291 
## Iteration 6 lambda =  -0.3393893 
## Iteration 7 lambda =  -0.3500193 
## Iteration 8 lambda =  -0.3553344 
## Iteration 9 lambda =  -0.3579919 
## Iteration 10 lambda =  -0.3593207 
## Iteration 11 lambda =  -0.359985 
## Iteration 12 lambda =  -0.3603172 
## Iteration 13 lambda =  -0.3604833 
## Iteration 14 lambda =  -0.3605664 
## Iteration 15 lambda =  -0.3606079 
## Iteration 16 lambda =  -0.3606287 
## Iteration 17 lambda =  -0.360639 
## Iteration 18 lambda =  -0.3606442 
## Iteration 19 lambda =  -0.3606468 
## Iteration 20 lambda =  -0.3606481 
## Iteration 21 lambda =  -0.3606488 
## Iteration 22 lambda =  -0.3606491 
## Iteration 23 lambda =  -0.3606493 
## Iteration 24 lambda =  -0.3606493 
## Iteration 1 lambda =  0.3299609 
## Iteration 2 lambda =  -0.005058644 
## Iteration 3 lambda =  -0.1725684 
## Iteration 4 lambda =  -0.2563233 
## Iteration 5 lambda =  -0.2982007 
## Iteration 6 lambda =  -0.3191395 
## Iteration 7 lambda =  -0.3296088 
## Iteration 8 lambda =  -0.3348435 
## Iteration 9 lambda =  -0.3374609 
## Iteration 10 lambda =  -0.3387695 
## Iteration 11 lambda =  -0.3394239 
## Iteration 12 lambda =  -0.339751 
## Iteration 13 lambda =  -0.3399146 
## Iteration 14 lambda =  -0.3399964 
## Iteration 15 lambda =  -0.3400373 
## Iteration 16 lambda =  -0.3400577 
## Iteration 17 lambda =  -0.340068 
## Iteration 18 lambda =  -0.3400731 
## Iteration 19 lambda =  -0.3400756 
## Iteration 20 lambda =  -0.3400769 
## Iteration 21 lambda =  -0.3400776 
## Iteration 22 lambda =  -0.3400779 
## Iteration 23 lambda =  -0.340078 
## Iteration 24 lambda =  -0.3400781 
## Iteration 1 lambda =  0.3049506 
## Iteration 2 lambda =  -0.0425741 
## Iteration 3 lambda =  -0.2163364 
## Iteration 4 lambda =  -0.3032176 
## Iteration 5 lambda =  -0.3466582 
## Iteration 6 lambda =  -0.3683785 
## Iteration 7 lambda =  -0.3792387 
## Iteration 8 lambda =  -0.3846687 
## Iteration 9 lambda =  -0.3873838 
## Iteration 10 lambda =  -0.3887413 
## Iteration 11 lambda =  -0.38942 
## Iteration 12 lambda =  -0.3897594 
## Iteration 13 lambda =  -0.3899291 
## Iteration 14 lambda =  -0.390014 
## Iteration 15 lambda =  -0.3900564 
## Iteration 16 lambda =  -0.3900776 
## Iteration 17 lambda =  -0.3900882 
## Iteration 18 lambda =  -0.3900935 
## Iteration 19 lambda =  -0.3900961 
## Iteration 20 lambda =  -0.3900975 
## Iteration 21 lambda =  -0.3900981 
## Iteration 22 lambda =  -0.3900985 
## Iteration 23 lambda =  -0.3900986 
## Iteration 24 lambda =  -0.3900987 
## Iteration 1 lambda =  0.2858148 
## Iteration 2 lambda =  -0.07127775 
## Iteration 3 lambda =  -0.249824 
## Iteration 4 lambda =  -0.3390972 
## Iteration 5 lambda =  -0.3837338 
## Iteration 6 lambda =  -0.406052 
## Iteration 7 lambda =  -0.4172112 
## Iteration 8 lambda =  -0.4227908 
## Iteration 9 lambda =  -0.4255805 
## Iteration 10 lambda =  -0.4269754 
## Iteration 11 lambda =  -0.4276729 
## Iteration 12 lambda =  -0.4280216 
## Iteration 13 lambda =  -0.428196 
## Iteration 14 lambda =  -0.4282831 
## Iteration 15 lambda =  -0.4283267 
## Iteration 16 lambda =  -0.4283485 
## Iteration 17 lambda =  -0.4283594 
## Iteration 18 lambda =  -0.4283649 
## Iteration 19 lambda =  -0.4283676 
## Iteration 20 lambda =  -0.428369 
## Iteration 21 lambda =  -0.4283696 
## Iteration 22 lambda =  -0.42837 
## Iteration 23 lambda =  -0.4283702 
## Iteration 24 lambda =  -0.4283702 
## Iteration 1 lambda =  0.286971 
## Iteration 2 lambda =  -0.06954348 
## Iteration 3 lambda =  -0.2478007 
## Iteration 4 lambda =  -0.3369294 
## Iteration 5 lambda =  -0.3814937 
## Iteration 6 lambda =  -0.4037758 
## Iteration 7 lambda =  -0.4149169 
## Iteration 8 lambda =  -0.4204874 
## Iteration 9 lambda =  -0.4232727 
## Iteration 10 lambda =  -0.4246653 
## Iteration 11 lambda =  -0.4253617 
## Iteration 12 lambda =  -0.4257098 
## Iteration 13 lambda =  -0.4258839 
## Iteration 14 lambda =  -0.4259709 
## Iteration 15 lambda =  -0.4260145 
## Iteration 16 lambda =  -0.4260362 
## Iteration 17 lambda =  -0.4260471 
## Iteration 18 lambda =  -0.4260525 
## Iteration 19 lambda =  -0.4260553 
## Iteration 20 lambda =  -0.4260566 
## Iteration 21 lambda =  -0.4260573 
## Iteration 22 lambda =  -0.4260576 
## Iteration 23 lambda =  -0.4260578 
## Iteration 24 lambda =  -0.4260579 
## Iteration 1 lambda =  0.3267623 
## Iteration 2 lambda =  -0.009856494 
## Iteration 3 lambda =  -0.1781659 
## Iteration 4 lambda =  -0.2623206 
## Iteration 5 lambda =  -0.304398 
## Iteration 6 lambda =  -0.3254366 
## Iteration 7 lambda =  -0.335956 
## Iteration 8 lambda =  -0.3412157 
## Iteration 9 lambda =  -0.3438455 
## Iteration 10 lambda =  -0.3451604 
## Iteration 11 lambda =  -0.3458179 
## Iteration 12 lambda =  -0.3461466 
## Iteration 13 lambda =  -0.346311 
## Iteration 14 lambda =  -0.3463931 
## Iteration 15 lambda =  -0.3464342 
## Iteration 16 lambda =  -0.3464548 
## Iteration 17 lambda =  -0.3464651 
## Iteration 18 lambda =  -0.3464702 
## Iteration 19 lambda =  -0.3464728 
## Iteration 20 lambda =  -0.346474 
## Iteration 21 lambda =  -0.3464747 
## Iteration 22 lambda =  -0.346475 
## Iteration 23 lambda =  -0.3464752 
## Iteration 24 lambda =  -0.3464752 
## Iteration 1 lambda =  0.2799126 
## Iteration 2 lambda =  -0.08013113 
## Iteration 3 lambda =  -0.260153 
## Iteration 4 lambda =  -0.3501639 
## Iteration 5 lambda =  -0.3951694 
## Iteration 6 lambda =  -0.4176721 
## Iteration 7 lambda =  -0.4289235 
## Iteration 8 lambda =  -0.4345492 
## Iteration 9 lambda =  -0.437362 
## Iteration 10 lambda =  -0.4387684 
## Iteration 11 lambda =  -0.4394716 
## Iteration 12 lambda =  -0.4398232 
## Iteration 13 lambda =  -0.439999 
## Iteration 14 lambda =  -0.4400869 
## Iteration 15 lambda =  -0.4401309 
## Iteration 16 lambda =  -0.4401529 
## Iteration 17 lambda =  -0.4401639 
## Iteration 18 lambda =  -0.4401694 
## Iteration 19 lambda =  -0.4401721 
## Iteration 20 lambda =  -0.4401735 
## Iteration 21 lambda =  -0.4401742 
## Iteration 22 lambda =  -0.4401745 
## Iteration 23 lambda =  -0.4401747 
## Iteration 24 lambda =  -0.4401748 
## Iteration 1 lambda =  0.3309146 
## Iteration 2 lambda =  -0.003628076 
## Iteration 3 lambda =  -0.1708994 
## Iteration 4 lambda =  -0.2545351 
## Iteration 5 lambda =  -0.2963529 
## Iteration 6 lambda =  -0.3172618 
## Iteration 7 lambda =  -0.3277163 
## Iteration 8 lambda =  -0.3329435 
## Iteration 9 lambda =  -0.3355572 
## Iteration 10 lambda =  -0.336864 
## Iteration 11 lambda =  -0.3375174 
## Iteration 12 lambda =  -0.3378441 
## Iteration 13 lambda =  -0.3380074 
## Iteration 14 lambda =  -0.3380891 
## Iteration 15 lambda =  -0.3381299 
## Iteration 16 lambda =  -0.3381503 
## Iteration 17 lambda =  -0.3381606 
## Iteration 18 lambda =  -0.3381657 
## Iteration 19 lambda =  -0.3381682 
## Iteration 20 lambda =  -0.3381695 
## Iteration 21 lambda =  -0.3381701 
## Iteration 22 lambda =  -0.3381704 
## Iteration 23 lambda =  -0.3381706 
## Iteration 24 lambda =  -0.3381707 
## Iteration 1 lambda =  0.3090291 
## Iteration 2 lambda =  -0.03645637 
## Iteration 3 lambda =  -0.2091991 
## Iteration 4 lambda =  -0.2955705 
## Iteration 5 lambda =  -0.3387561 
## Iteration 6 lambda =  -0.360349 
## Iteration 7 lambda =  -0.3711454 
## Iteration 8 lambda =  -0.3765436 
## Iteration 9 lambda =  -0.3792427 
## Iteration 10 lambda =  -0.3805923 
## Iteration 11 lambda =  -0.381267 
## Iteration 12 lambda =  -0.3816044 
## Iteration 13 lambda =  -0.3817731 
## Iteration 14 lambda =  -0.3818575 
## Iteration 15 lambda =  -0.3818996 
## Iteration 16 lambda =  -0.3819207 
## Iteration 17 lambda =  -0.3819313 
## Iteration 18 lambda =  -0.3819365 
## Iteration 19 lambda =  -0.3819392 
## Iteration 20 lambda =  -0.3819405 
## Iteration 21 lambda =  -0.3819412 
## Iteration 22 lambda =  -0.3819415 
## Iteration 23 lambda =  -0.3819417 
## Iteration 24 lambda =  -0.3819417 
## Iteration 1 lambda =  0.3118704 
## Iteration 2 lambda =  -0.03219447 
## Iteration 3 lambda =  -0.2042269 
## Iteration 4 lambda =  -0.2902431 
## Iteration 5 lambda =  -0.3332512 
## Iteration 6 lambda =  -0.3547552 
## Iteration 7 lambda =  -0.3655073 
## Iteration 8 lambda =  -0.3708833 
## Iteration 9 lambda =  -0.3735713 
## Iteration 10 lambda =  -0.3749153 
## Iteration 11 lambda =  -0.3755873 
## Iteration 12 lambda =  -0.3759233 
## Iteration 13 lambda =  -0.3760913 
## Iteration 14 lambda =  -0.3761753 
## Iteration 15 lambda =  -0.3762173 
## Iteration 16 lambda =  -0.3762383 
## Iteration 17 lambda =  -0.3762488 
## Iteration 18 lambda =  -0.376254 
## Iteration 19 lambda =  -0.3762567 
## Iteration 20 lambda =  -0.376258 
## Iteration 21 lambda =  -0.3762586 
## Iteration 22 lambda =  -0.376259 
## Iteration 23 lambda =  -0.3762591 
## Iteration 24 lambda =  -0.3762592 
## Iteration 1 lambda =  0.3199793 
## Iteration 2 lambda =  -0.020031 
## Iteration 3 lambda =  -0.1900362 
## Iteration 4 lambda =  -0.2750388 
## Iteration 5 lambda =  -0.31754 
## Iteration 6 lambda =  -0.3387907 
## Iteration 7 lambda =  -0.349416 
## Iteration 8 lambda =  -0.3547287 
## Iteration 9 lambda =  -0.357385 
## Iteration 10 lambda =  -0.3587132 
## Iteration 11 lambda =  -0.3593773 
## Iteration 12 lambda =  -0.3597093 
## Iteration 13 lambda =  -0.3598753 
## Iteration 14 lambda =  -0.3599583 
## Iteration 15 lambda =  -0.3599998 
## Iteration 16 lambda =  -0.3600206 
## Iteration 17 lambda =  -0.360031 
## Iteration 18 lambda =  -0.3600361 
## Iteration 19 lambda =  -0.3600387 
## Iteration 20 lambda =  -0.36004 
## Iteration 21 lambda =  -0.3600407 
## Iteration 22 lambda =  -0.360041 
## Iteration 23 lambda =  -0.3600412 
## Iteration 24 lambda =  -0.3600413 
## Iteration 1 lambda =  0.3187766 
## Iteration 2 lambda =  -0.02183517 
## Iteration 3 lambda =  -0.192141 
## Iteration 4 lambda =  -0.277294 
## Iteration 5 lambda =  -0.3198704 
## Iteration 6 lambda =  -0.3411587 
## Iteration 7 lambda =  -0.3518028 
## Iteration 8 lambda =  -0.3571248 
## Iteration 9 lambda =  -0.3597859 
## Iteration 10 lambda =  -0.3611164 
## Iteration 11 lambda =  -0.3617816 
## Iteration 12 lambda =  -0.3621143 
## Iteration 13 lambda =  -0.3622806 
## Iteration 14 lambda =  -0.3623637 
## Iteration 15 lambda =  -0.3624053 
## Iteration 16 lambda =  -0.3624261 
## Iteration 17 lambda =  -0.3624365 
## Iteration 18 lambda =  -0.3624417 
## Iteration 19 lambda =  -0.3624443 
## Iteration 20 lambda =  -0.3624456 
## Iteration 21 lambda =  -0.3624462 
## Iteration 22 lambda =  -0.3624466 
## Iteration 23 lambda =  -0.3624467 
## Iteration 24 lambda =  -0.3624468 
## Iteration 1 lambda =  0.324292 
## Iteration 2 lambda =  -0.01356204 
## Iteration 3 lambda =  -0.182489 
## Iteration 4 lambda =  -0.2669526 
## Iteration 5 lambda =  -0.3091843 
## Iteration 6 lambda =  -0.3303002 
## Iteration 7 lambda =  -0.3408581 
## Iteration 8 lambda =  -0.3461371 
## Iteration 9 lambda =  -0.3487766 
## Iteration 10 lambda =  -0.3500963 
## Iteration 11 lambda =  -0.3507562 
## Iteration 12 lambda =  -0.3510861 
## Iteration 13 lambda =  -0.3512511 
## Iteration 14 lambda =  -0.3513336 
## Iteration 15 lambda =  -0.3513748 
## Iteration 16 lambda =  -0.3513954 
## Iteration 17 lambda =  -0.3514057 
## Iteration 18 lambda =  -0.3514109 
## Iteration 19 lambda =  -0.3514135 
## Iteration 20 lambda =  -0.3514148 
## Iteration 21 lambda =  -0.3514154 
## Iteration 22 lambda =  -0.3514157 
## Iteration 23 lambda =  -0.3514159 
## Iteration 24 lambda =  -0.351416 
## Iteration 1 lambda =  0.3366345 
## Iteration 2 lambda =  0.004951812 
## Iteration 3 lambda =  -0.1608896 
## Iteration 4 lambda =  -0.2438102 
## Iteration 5 lambda =  -0.2852706 
## Iteration 6 lambda =  -0.3060007 
## Iteration 7 lambda =  -0.3163658 
## Iteration 8 lambda =  -0.3215484 
## Iteration 9 lambda =  -0.3241396 
## Iteration 10 lambda =  -0.3254353 
## Iteration 11 lambda =  -0.3260831 
## Iteration 12 lambda =  -0.326407 
## Iteration 13 lambda =  -0.326569 
## Iteration 14 lambda =  -0.3266499 
## Iteration 15 lambda =  -0.3266904 
## Iteration 16 lambda =  -0.3267107 
## Iteration 17 lambda =  -0.3267208 
## Iteration 18 lambda =  -0.3267259 
## Iteration 19 lambda =  -0.3267284 
## Iteration 20 lambda =  -0.3267297 
## Iteration 21 lambda =  -0.3267303 
## Iteration 22 lambda =  -0.3267306 
## Iteration 23 lambda =  -0.3267308 
## Iteration 24 lambda =  -0.3267308 
## Iteration 1 lambda =  0.3202565 
## Iteration 2 lambda =  -0.0196153 
## Iteration 3 lambda =  -0.1895512 
## Iteration 4 lambda =  -0.2745191 
## Iteration 5 lambda =  -0.3170031 
## Iteration 6 lambda =  -0.3382451 
## Iteration 7 lambda =  -0.3488661 
## Iteration 8 lambda =  -0.3541766 
## Iteration 9 lambda =  -0.3568318 
## Iteration 10 lambda =  -0.3581594 
## Iteration 11 lambda =  -0.3588233 
## Iteration 12 lambda =  -0.3591552 
## Iteration 13 lambda =  -0.3593211 
## Iteration 14 lambda =  -0.3594041 
## Iteration 15 lambda =  -0.3594456 
## Iteration 16 lambda =  -0.3594663 
## Iteration 17 lambda =  -0.3594767 
## Iteration 18 lambda =  -0.3594819 
## Iteration 19 lambda =  -0.3594845 
## Iteration 20 lambda =  -0.3594858 
## Iteration 21 lambda =  -0.3594864 
## Iteration 22 lambda =  -0.3594867 
## Iteration 23 lambda =  -0.3594869 
## Iteration 24 lambda =  -0.359487 
## Iteration 1 lambda =  0.277989 
## Iteration 2 lambda =  -0.08301657 
## Iteration 3 lambda =  -0.2635193 
## Iteration 4 lambda =  -0.3537707 
## Iteration 5 lambda =  -0.3988964 
## Iteration 6 lambda =  -0.4214592 
## Iteration 7 lambda =  -0.4327407 
## Iteration 8 lambda =  -0.4383814 
## Iteration 9 lambda =  -0.4412017 
## Iteration 10 lambda =  -0.4426119 
## Iteration 11 lambda =  -0.443317 
## Iteration 12 lambda =  -0.4436695 
## Iteration 13 lambda =  -0.4438458 
## Iteration 14 lambda =  -0.443934 
## Iteration 15 lambda =  -0.443978 
## Iteration 16 lambda =  -0.4440001 
## Iteration 17 lambda =  -0.4440111 
## Iteration 18 lambda =  -0.4440166 
## Iteration 19 lambda =  -0.4440193 
## Iteration 20 lambda =  -0.4440207 
## Iteration 21 lambda =  -0.4440214 
## Iteration 22 lambda =  -0.4440217 
## Iteration 23 lambda =  -0.4440219 
## Iteration 24 lambda =  -0.444022 
## Iteration 1 lambda =  0.3252837 
## Iteration 2 lambda =  -0.01207447 
## Iteration 3 lambda =  -0.1807536 
## Iteration 4 lambda =  -0.2650931 
## Iteration 5 lambda =  -0.3072629 
## Iteration 6 lambda =  -0.3283477 
## Iteration 7 lambda =  -0.3388902 
## Iteration 8 lambda =  -0.3441614 
## Iteration 9 lambda =  -0.346797 
## Iteration 10 lambda =  -0.3481148 
## Iteration 11 lambda =  -0.3487737 
## Iteration 12 lambda =  -0.3491032 
## Iteration 13 lambda =  -0.3492679 
## Iteration 14 lambda =  -0.3493503 
## Iteration 15 lambda =  -0.3493915 
## Iteration 16 lambda =  -0.349412 
## Iteration 17 lambda =  -0.3494223 
## Iteration 18 lambda =  -0.3494275 
## Iteration 19 lambda =  -0.3494301 
## Iteration 20 lambda =  -0.3494313 
## Iteration 21 lambda =  -0.349432 
## Iteration 22 lambda =  -0.3494323 
## Iteration 23 lambda =  -0.3494325 
## Iteration 24 lambda =  -0.3494326 
## Iteration 1 lambda =  0.2958448 
## Iteration 2 lambda =  -0.05623273 
## Iteration 3 lambda =  -0.2322715 
## Iteration 4 lambda =  -0.3202909 
## Iteration 5 lambda =  -0.3643006 
## Iteration 6 lambda =  -0.3863055 
## Iteration 7 lambda =  -0.3973079 
## Iteration 8 lambda =  -0.4028091 
## Iteration 9 lambda =  -0.4055597 
## Iteration 10 lambda =  -0.406935 
## Iteration 11 lambda =  -0.4076227 
## Iteration 12 lambda =  -0.4079665 
## Iteration 13 lambda =  -0.4081384 
## Iteration 14 lambda =  -0.4082243 
## Iteration 15 lambda =  -0.4082673 
## Iteration 16 lambda =  -0.4082888 
## Iteration 17 lambda =  -0.4082996 
## Iteration 18 lambda =  -0.4083049 
## Iteration 19 lambda =  -0.4083076 
## Iteration 20 lambda =  -0.408309 
## Iteration 21 lambda =  -0.4083096 
## Iteration 22 lambda =  -0.40831 
## Iteration 23 lambda =  -0.4083101 
## Iteration 24 lambda =  -0.4083102 
## Iteration 1 lambda =  0.3106766 
## Iteration 2 lambda =  -0.03398504 
## Iteration 3 lambda =  -0.2063159 
## Iteration 4 lambda =  -0.2924813 
## Iteration 5 lambda =  -0.335564 
## Iteration 6 lambda =  -0.3571054 
## Iteration 7 lambda =  -0.367876 
## Iteration 8 lambda =  -0.3732614 
## Iteration 9 lambda =  -0.375954 
## Iteration 10 lambda =  -0.3773004 
## Iteration 11 lambda =  -0.3779735 
## Iteration 12 lambda =  -0.3783101 
## Iteration 13 lambda =  -0.3784784 
## Iteration 14 lambda =  -0.3785626 
## Iteration 15 lambda =  -0.3786046 
## Iteration 16 lambda =  -0.3786257 
## Iteration 17 lambda =  -0.3786362 
## Iteration 18 lambda =  -0.3786415 
## Iteration 19 lambda =  -0.3786441 
## Iteration 20 lambda =  -0.3786454 
## Iteration 21 lambda =  -0.3786461 
## Iteration 22 lambda =  -0.3786464 
## Iteration 23 lambda =  -0.3786466 
## Iteration 24 lambda =  -0.3786466 
## Iteration 1 lambda =  0.2772904 
## Iteration 2 lambda =  -0.08406441 
## Iteration 3 lambda =  -0.2647418 
## Iteration 4 lambda =  -0.3550805 
## Iteration 5 lambda =  -0.4002499 
## Iteration 6 lambda =  -0.4228345 
## Iteration 7 lambda =  -0.4341269 
## Iteration 8 lambda =  -0.439773 
## Iteration 9 lambda =  -0.4425961 
## Iteration 10 lambda =  -0.4440077 
## Iteration 11 lambda =  -0.4447134 
## Iteration 12 lambda =  -0.4450663 
## Iteration 13 lambda =  -0.4452428 
## Iteration 14 lambda =  -0.445331 
## Iteration 15 lambda =  -0.4453751 
## Iteration 16 lambda =  -0.4453972 
## Iteration 17 lambda =  -0.4454082 
## Iteration 18 lambda =  -0.4454137 
## Iteration 19 lambda =  -0.4454165 
## Iteration 20 lambda =  -0.4454178 
## Iteration 21 lambda =  -0.4454185 
## Iteration 22 lambda =  -0.4454189 
## Iteration 23 lambda =  -0.445419 
## Iteration 24 lambda =  -0.4454191 
## Iteration 1 lambda =  0.2835107 
## Iteration 2 lambda =  -0.07473398 
## Iteration 3 lambda =  -0.2538563 
## Iteration 4 lambda =  -0.3434175 
## Iteration 5 lambda =  -0.3881981 
## Iteration 6 lambda =  -0.4105884 
## Iteration 7 lambda =  -0.4217835 
## Iteration 8 lambda =  -0.4273811 
## Iteration 9 lambda =  -0.4301799 
## Iteration 10 lambda =  -0.4315792 
## Iteration 11 lambda =  -0.4322789 
## Iteration 12 lambda =  -0.4326288 
## Iteration 13 lambda =  -0.4328037 
## Iteration 14 lambda =  -0.4328912 
## Iteration 15 lambda =  -0.4329349 
## Iteration 16 lambda =  -0.4329568 
## Iteration 17 lambda =  -0.4329677 
## Iteration 18 lambda =  -0.4329732 
## Iteration 19 lambda =  -0.4329759 
## Iteration 20 lambda =  -0.4329773 
## Iteration 21 lambda =  -0.432978 
## Iteration 22 lambda =  -0.4329783 
## Iteration 23 lambda =  -0.4329785 
## Iteration 24 lambda =  -0.4329786 
## Iteration 1 lambda =  0.3586633 
## Iteration 2 lambda =  0.03799488 
## Iteration 3 lambda =  -0.1223393 
## Iteration 4 lambda =  -0.2025064 
## Iteration 5 lambda =  -0.24259 
## Iteration 6 lambda =  -0.2626317 
## Iteration 7 lambda =  -0.2726526 
## Iteration 8 lambda =  -0.2776631 
## Iteration 9 lambda =  -0.2801683 
## Iteration 10 lambda =  -0.2814209 
## Iteration 11 lambda =  -0.2820472 
## Iteration 12 lambda =  -0.2823603 
## Iteration 13 lambda =  -0.2825169 
## Iteration 14 lambda =  -0.2825952 
## Iteration 15 lambda =  -0.2826344 
## Iteration 16 lambda =  -0.2826539 
## Iteration 17 lambda =  -0.2826637 
## Iteration 18 lambda =  -0.2826686 
## Iteration 19 lambda =  -0.2826711 
## Iteration 20 lambda =  -0.2826723 
## Iteration 21 lambda =  -0.2826729 
## Iteration 22 lambda =  -0.2826732 
## Iteration 23 lambda =  -0.2826733 
## Iteration 24 lambda =  -0.2826734 
## Iteration 1 lambda =  0.2876756 
## Iteration 2 lambda =  -0.06848662 
## Iteration 3 lambda =  -0.2465677 
## Iteration 4 lambda =  -0.3356083 
## Iteration 5 lambda =  -0.3801285 
## Iteration 6 lambda =  -0.4023887 
## Iteration 7 lambda =  -0.4135188 
## Iteration 8 lambda =  -0.4190838 
## Iteration 9 lambda =  -0.4218663 
## Iteration 10 lambda =  -0.4232576 
## Iteration 11 lambda =  -0.4239532 
## Iteration 12 lambda =  -0.424301 
## Iteration 13 lambda =  -0.4244749 
## Iteration 14 lambda =  -0.4245619 
## Iteration 15 lambda =  -0.4246053 
## Iteration 16 lambda =  -0.4246271 
## Iteration 17 lambda =  -0.424638 
## Iteration 18 lambda =  -0.4246434 
## Iteration 19 lambda =  -0.4246461 
## Iteration 20 lambda =  -0.4246475 
## Iteration 21 lambda =  -0.4246481 
## Iteration 22 lambda =  -0.4246485 
## Iteration 23 lambda =  -0.4246487 
## Iteration 24 lambda =  -0.4246487 
## Iteration 1 lambda =  0.3346977 
## Iteration 2 lambda =  0.002046575 
## Iteration 3 lambda =  -0.164279 
## Iteration 4 lambda =  -0.2474418 
## Iteration 5 lambda =  -0.2890232 
## Iteration 6 lambda =  -0.3098139 
## Iteration 7 lambda =  -0.3202092 
## Iteration 8 lambda =  -0.3254069 
## Iteration 9 lambda =  -0.3280057 
## Iteration 10 lambda =  -0.3293051 
## Iteration 11 lambda =  -0.3299549 
## Iteration 12 lambda =  -0.3302797 
## Iteration 13 lambda =  -0.3304421 
## Iteration 14 lambda =  -0.3305234 
## Iteration 15 lambda =  -0.330564 
## Iteration 16 lambda =  -0.3305843 
## Iteration 17 lambda =  -0.3305944 
## Iteration 18 lambda =  -0.3305995 
## Iteration 19 lambda =  -0.330602 
## Iteration 20 lambda =  -0.3306033 
## Iteration 21 lambda =  -0.3306039 
## Iteration 22 lambda =  -0.3306042 
## Iteration 23 lambda =  -0.3306044 
## Iteration 24 lambda =  -0.3306045 
## Iteration 1 lambda =  0.3067309 
## Iteration 2 lambda =  -0.03990362 
## Iteration 3 lambda =  -0.2132209 
## Iteration 4 lambda =  -0.2998795 
## Iteration 5 lambda =  -0.3432088 
## Iteration 6 lambda =  -0.3648735 
## Iteration 7 lambda =  -0.3757058 
## Iteration 8 lambda =  -0.381122 
## Iteration 9 lambda =  -0.3838301 
## Iteration 10 lambda =  -0.3851841 
## Iteration 11 lambda =  -0.3858611 
## Iteration 12 lambda =  -0.3861996 
## Iteration 13 lambda =  -0.3863689 
## Iteration 14 lambda =  -0.3864535 
## Iteration 15 lambda =  -0.3864958 
## Iteration 16 lambda =  -0.386517 
## Iteration 17 lambda =  -0.3865276 
## Iteration 18 lambda =  -0.3865329 
## Iteration 19 lambda =  -0.3865355 
## Iteration 20 lambda =  -0.3865368 
## Iteration 21 lambda =  -0.3865375 
## Iteration 22 lambda =  -0.3865378 
## Iteration 23 lambda =  -0.386538 
## Iteration 24 lambda =  -0.3865381 
## Iteration 1 lambda =  0.2711611 
## Iteration 2 lambda =  -0.09325831 
## Iteration 3 lambda =  -0.275468 
## Iteration 4 lambda =  -0.3665729 
## Iteration 5 lambda =  -0.4121253 
## Iteration 6 lambda =  -0.4349015 
## Iteration 7 lambda =  -0.4462896 
## Iteration 8 lambda =  -0.4519837 
## Iteration 9 lambda =  -0.4548307 
## Iteration 10 lambda =  -0.4562542 
## Iteration 11 lambda =  -0.456966 
## Iteration 12 lambda =  -0.4573219 
## Iteration 13 lambda =  -0.4574998 
## Iteration 14 lambda =  -0.4575888 
## Iteration 15 lambda =  -0.4576333 
## Iteration 16 lambda =  -0.4576555 
## Iteration 17 lambda =  -0.4576666 
## Iteration 18 lambda =  -0.4576722 
## Iteration 19 lambda =  -0.457675 
## Iteration 20 lambda =  -0.4576764 
## Iteration 21 lambda =  -0.457677 
## Iteration 22 lambda =  -0.4576774 
## Iteration 23 lambda =  -0.4576776 
## Iteration 24 lambda =  -0.4576777 
## Iteration 1 lambda =  0.2992352 
## Iteration 2 lambda =  -0.05114725 
## Iteration 3 lambda =  -0.2263385 
## Iteration 4 lambda =  -0.3139341 
## Iteration 5 lambda =  -0.3577319 
## Iteration 6 lambda =  -0.3796308 
## Iteration 7 lambda =  -0.3905802 
## Iteration 8 lambda =  -0.3960549 
## Iteration 9 lambda =  -0.3987923 
## Iteration 10 lambda =  -0.400161 
## Iteration 11 lambda =  -0.4008453 
## Iteration 12 lambda =  -0.4011875 
## Iteration 13 lambda =  -0.4013586 
## Iteration 14 lambda =  -0.4014441 
## Iteration 15 lambda =  -0.4014869 
## Iteration 16 lambda =  -0.4015083 
## Iteration 17 lambda =  -0.401519 
## Iteration 18 lambda =  -0.4015243 
## Iteration 19 lambda =  -0.401527 
## Iteration 20 lambda =  -0.4015283 
## Iteration 21 lambda =  -0.401529 
## Iteration 22 lambda =  -0.4015293 
## Iteration 23 lambda =  -0.4015295 
## Iteration 24 lambda =  -0.4015296 
## Iteration 1 lambda =  0.3145744 
## Iteration 2 lambda =  -0.02813845 
## Iteration 3 lambda =  -0.1994949 
## Iteration 4 lambda =  -0.2851731 
## Iteration 5 lambda =  -0.3280122 
## Iteration 6 lambda =  -0.3494317 
## Iteration 7 lambda =  -0.3601415 
## Iteration 8 lambda =  -0.3654964 
## Iteration 9 lambda =  -0.3681738 
## Iteration 10 lambda =  -0.3695125 
## Iteration 11 lambda =  -0.3701819 
## Iteration 12 lambda =  -0.3705166 
## Iteration 13 lambda =  -0.3706839 
## Iteration 14 lambda =  -0.3707676 
## Iteration 15 lambda =  -0.3708094 
## Iteration 16 lambda =  -0.3708304 
## Iteration 17 lambda =  -0.3708408 
## Iteration 18 lambda =  -0.370846 
## Iteration 19 lambda =  -0.3708487 
## Iteration 20 lambda =  -0.37085 
## Iteration 21 lambda =  -0.3708506 
## Iteration 22 lambda =  -0.3708509 
## Iteration 23 lambda =  -0.3708511 
## Iteration 24 lambda =  -0.3708512 
## Iteration 1 lambda =  0.3204602 
## Iteration 2 lambda =  -0.01930974 
## Iteration 3 lambda =  -0.1891947 
## Iteration 4 lambda =  -0.2741372 
## Iteration 5 lambda =  -0.3166084 
## Iteration 6 lambda =  -0.337844 
## Iteration 7 lambda =  -0.3484618 
## Iteration 8 lambda =  -0.3537708 
## Iteration 9 lambda =  -0.3564252 
## Iteration 10 lambda =  -0.3577524 
## Iteration 11 lambda =  -0.358416 
## Iteration 12 lambda =  -0.3587478 
## Iteration 13 lambda =  -0.3589138 
## Iteration 14 lambda =  -0.3589967 
## Iteration 15 lambda =  -0.3590382 
## Iteration 16 lambda =  -0.3590589 
## Iteration 17 lambda =  -0.3590693 
## Iteration 18 lambda =  -0.3590745 
## Iteration 19 lambda =  -0.3590771 
## Iteration 20 lambda =  -0.3590784 
## Iteration 21 lambda =  -0.359079 
## Iteration 22 lambda =  -0.3590793 
## Iteration 23 lambda =  -0.3590795 
## Iteration 24 lambda =  -0.3590796 
## Iteration 1 lambda =  0.3062029 
## Iteration 2 lambda =  -0.04069571 
## Iteration 3 lambda =  -0.214145 
## Iteration 4 lambda =  -0.3008696 
## Iteration 5 lambda =  -0.344232 
## Iteration 6 lambda =  -0.3659131 
## Iteration 7 lambda =  -0.3767537 
## Iteration 8 lambda =  -0.382174 
## Iteration 9 lambda =  -0.3848841 
## Iteration 10 lambda =  -0.3862392 
## Iteration 11 lambda =  -0.3869167 
## Iteration 12 lambda =  -0.3872555 
## Iteration 13 lambda =  -0.3874249 
## Iteration 14 lambda =  -0.3875096 
## Iteration 15 lambda =  -0.3875519 
## Iteration 16 lambda =  -0.3875731 
## Iteration 17 lambda =  -0.3875837 
## Iteration 18 lambda =  -0.387589 
## Iteration 19 lambda =  -0.3875916 
## Iteration 20 lambda =  -0.387593 
## Iteration 21 lambda =  -0.3875936 
## Iteration 22 lambda =  -0.3875939 
## Iteration 23 lambda =  -0.3875941 
## Iteration 24 lambda =  -0.3875942 
## Iteration 1 lambda =  0.2903707 
## Iteration 2 lambda =  -0.06444389 
## Iteration 3 lambda =  -0.2418512 
## Iteration 4 lambda =  -0.3305549 
## Iteration 5 lambda =  -0.3749067 
## Iteration 6 lambda =  -0.3970826 
## Iteration 7 lambda =  -0.4081706 
## Iteration 8 lambda =  -0.4137145 
## Iteration 9 lambda =  -0.4164865 
## Iteration 10 lambda =  -0.4178725 
## Iteration 11 lambda =  -0.4185655 
## Iteration 12 lambda =  -0.418912 
## Iteration 13 lambda =  -0.4190853 
## Iteration 14 lambda =  -0.4191719 
## Iteration 15 lambda =  -0.4192152 
## Iteration 16 lambda =  -0.4192369 
## Iteration 17 lambda =  -0.4192477 
## Iteration 18 lambda =  -0.4192531 
## Iteration 19 lambda =  -0.4192558 
## Iteration 20 lambda =  -0.4192572 
## Iteration 21 lambda =  -0.4192578 
## Iteration 22 lambda =  -0.4192582 
## Iteration 23 lambda =  -0.4192584 
## Iteration 24 lambda =  -0.4192584 
## Iteration 1 lambda =  0.29815 
## Iteration 2 lambda =  -0.05277506 
## Iteration 3 lambda =  -0.2282376 
## Iteration 4 lambda =  -0.3159688 
## Iteration 5 lambda =  -0.3598345 
## Iteration 6 lambda =  -0.3817673 
## Iteration 7 lambda =  -0.3927337 
## Iteration 8 lambda =  -0.3982169 
## Iteration 9 lambda =  -0.4009585 
## Iteration 10 lambda =  -0.4023293 
## Iteration 11 lambda =  -0.4030147 
## Iteration 12 lambda =  -0.4033574 
## Iteration 13 lambda =  -0.4035287 
## Iteration 14 lambda =  -0.4036144 
## Iteration 15 lambda =  -0.4036572 
## Iteration 16 lambda =  -0.4036787 
## Iteration 17 lambda =  -0.4036894 
## Iteration 18 lambda =  -0.4036947 
## Iteration 19 lambda =  -0.4036974 
## Iteration 20 lambda =  -0.4036987 
## Iteration 21 lambda =  -0.4036994 
## Iteration 22 lambda =  -0.4036997 
## Iteration 23 lambda =  -0.4036999 
## Iteration 24 lambda =  -0.4037 
## Iteration 1 lambda =  0.2958726 
## Iteration 2 lambda =  -0.05619111 
## Iteration 3 lambda =  -0.232223 
## Iteration 4 lambda =  -0.3202389 
## Iteration 5 lambda =  -0.3642468 
## Iteration 6 lambda =  -0.3862508 
## Iteration 7 lambda =  -0.3972528 
## Iteration 8 lambda =  -0.4027538 
## Iteration 9 lambda =  -0.4055043 
## Iteration 10 lambda =  -0.4068796 
## Iteration 11 lambda =  -0.4075672 
## Iteration 12 lambda =  -0.407911 
## Iteration 13 lambda =  -0.4080829 
## Iteration 14 lambda =  -0.4081689 
## Iteration 15 lambda =  -0.4082118 
## Iteration 16 lambda =  -0.4082333 
## Iteration 17 lambda =  -0.4082441 
## Iteration 18 lambda =  -0.4082494 
## Iteration 19 lambda =  -0.4082521 
## Iteration 20 lambda =  -0.4082535 
## Iteration 21 lambda =  -0.4082541 
## Iteration 22 lambda =  -0.4082545 
## Iteration 23 lambda =  -0.4082546 
## Iteration 24 lambda =  -0.4082547 
## Iteration 1 lambda =  0.2866091 
## Iteration 2 lambda =  -0.0700864 
## Iteration 3 lambda =  -0.2484341 
## Iteration 4 lambda =  -0.337608 
## Iteration 5 lambda =  -0.3821949 
## Iteration 6 lambda =  -0.4044884 
## Iteration 7 lambda =  -0.4156351 
## Iteration 8 lambda =  -0.4212085 
## Iteration 9 lambda =  -0.4239952 
## Iteration 10 lambda =  -0.4253885 
## Iteration 11 lambda =  -0.4260852 
## Iteration 12 lambda =  -0.4264335 
## Iteration 13 lambda =  -0.4266077 
## Iteration 14 lambda =  -0.4266948 
## Iteration 15 lambda =  -0.4267383 
## Iteration 16 lambda =  -0.4267601 
## Iteration 17 lambda =  -0.426771 
## Iteration 18 lambda =  -0.4267764 
## Iteration 19 lambda =  -0.4267791 
## Iteration 20 lambda =  -0.4267805 
## Iteration 21 lambda =  -0.4267812 
## Iteration 22 lambda =  -0.4267815 
## Iteration 23 lambda =  -0.4267817 
## Iteration 24 lambda =  -0.4267818 
## Iteration 1 lambda =  0.3246515 
## Iteration 2 lambda =  -0.01302282 
## Iteration 3 lambda =  -0.18186 
## Iteration 4 lambda =  -0.2662785 
## Iteration 5 lambda =  -0.3084878 
## Iteration 6 lambda =  -0.3295925 
## Iteration 7 lambda =  -0.3401448 
## Iteration 8 lambda =  -0.3454209 
## Iteration 9 lambda =  -0.348059 
## Iteration 10 lambda =  -0.3493781 
## Iteration 11 lambda =  -0.3500376 
## Iteration 12 lambda =  -0.3503673 
## Iteration 13 lambda =  -0.3505322 
## Iteration 14 lambda =  -0.3506147 
## Iteration 15 lambda =  -0.3506559 
## Iteration 16 lambda =  -0.3506765 
## Iteration 17 lambda =  -0.3506868 
## Iteration 18 lambda =  -0.3506919 
## Iteration 19 lambda =  -0.3506945 
## Iteration 20 lambda =  -0.3506958 
## Iteration 21 lambda =  -0.3506965 
## Iteration 22 lambda =  -0.3506968 
## Iteration 23 lambda =  -0.3506969 
## Iteration 24 lambda =  -0.350697 
## Iteration 1 lambda =  0.3500358 
## Iteration 2 lambda =  0.02505376 
## Iteration 3 lambda =  -0.1374373 
## Iteration 4 lambda =  -0.2186828 
## Iteration 5 lambda =  -0.2593056 
## Iteration 6 lambda =  -0.2796169 
## Iteration 7 lambda =  -0.2897726 
## Iteration 8 lambda =  -0.2948505 
## Iteration 9 lambda =  -0.2973894 
## Iteration 10 lambda =  -0.2986589 
## Iteration 11 lambda =  -0.2992936 
## Iteration 12 lambda =  -0.299611 
## Iteration 13 lambda =  -0.2997696 
## Iteration 14 lambda =  -0.299849 
## Iteration 15 lambda =  -0.2998887 
## Iteration 16 lambda =  -0.2999085 
## Iteration 17 lambda =  -0.2999184 
## Iteration 18 lambda =  -0.2999234 
## Iteration 19 lambda =  -0.2999258 
## Iteration 20 lambda =  -0.2999271 
## Iteration 21 lambda =  -0.2999277 
## Iteration 22 lambda =  -0.299928 
## Iteration 23 lambda =  -0.2999282 
## Iteration 24 lambda =  -0.2999282 
## Iteration 1 lambda =  0.3036974 
## Iteration 2 lambda =  -0.04445383 
## Iteration 3 lambda =  -0.2185295 
## Iteration 4 lambda =  -0.3055673 
## Iteration 5 lambda =  -0.3490862 
## Iteration 6 lambda =  -0.3708457 
## Iteration 7 lambda =  -0.3817254 
## Iteration 8 lambda =  -0.3871652 
## Iteration 9 lambda =  -0.3898852 
## Iteration 10 lambda =  -0.3912451 
## Iteration 11 lambda =  -0.3919251 
## Iteration 12 lambda =  -0.3922651 
## Iteration 13 lambda =  -0.3924351 
## Iteration 14 lambda =  -0.3925201 
## Iteration 15 lambda =  -0.3925626 
## Iteration 16 lambda =  -0.3925839 
## Iteration 17 lambda =  -0.3925945 
## Iteration 18 lambda =  -0.3925998 
## Iteration 19 lambda =  -0.3926025 
## Iteration 20 lambda =  -0.3926038 
## Iteration 21 lambda =  -0.3926044 
## Iteration 22 lambda =  -0.3926048 
## Iteration 23 lambda =  -0.3926049 
## Iteration 24 lambda =  -0.392605 
## Iteration 1 lambda =  0.3031628 
## Iteration 2 lambda =  -0.04525573 
## Iteration 3 lambda =  -0.219465 
## Iteration 4 lambda =  -0.3065697 
## Iteration 5 lambda =  -0.350122 
## Iteration 6 lambda =  -0.3718981 
## Iteration 7 lambda =  -0.3827862 
## Iteration 8 lambda =  -0.3882303 
## Iteration 9 lambda =  -0.3909523 
## Iteration 10 lambda =  -0.3923133 
## Iteration 11 lambda =  -0.3929938 
## Iteration 12 lambda =  -0.3933341 
## Iteration 13 lambda =  -0.3935042 
## Iteration 14 lambda =  -0.3935892 
## Iteration 15 lambda =  -0.3936318 
## Iteration 16 lambda =  -0.393653 
## Iteration 17 lambda =  -0.3936637 
## Iteration 18 lambda =  -0.393669 
## Iteration 19 lambda =  -0.3936716 
## Iteration 20 lambda =  -0.393673 
## Iteration 21 lambda =  -0.3936736 
## Iteration 22 lambda =  -0.393674 
## Iteration 23 lambda =  -0.3936741 
## Iteration 24 lambda =  -0.3936742 
## Iteration 1 lambda =  0.3013911 
## Iteration 2 lambda =  -0.04791339 
## Iteration 3 lambda =  -0.2225656 
## Iteration 4 lambda =  -0.3098917 
## Iteration 5 lambda =  -0.3535548 
## Iteration 6 lambda =  -0.3753863 
## Iteration 7 lambda =  -0.3863021 
## Iteration 8 lambda =  -0.39176 
## Iteration 9 lambda =  -0.3944889 
## Iteration 10 lambda =  -0.3958534 
## Iteration 11 lambda =  -0.3965356 
## Iteration 12 lambda =  -0.3968767 
## Iteration 13 lambda =  -0.3970473 
## Iteration 14 lambda =  -0.3971326 
## Iteration 15 lambda =  -0.3971752 
## Iteration 16 lambda =  -0.3971965 
## Iteration 17 lambda =  -0.3972072 
## Iteration 18 lambda =  -0.3972125 
## Iteration 19 lambda =  -0.3972152 
## Iteration 20 lambda =  -0.3972165 
## Iteration 21 lambda =  -0.3972172 
## Iteration 22 lambda =  -0.3972175 
## Iteration 23 lambda =  -0.3972177 
## Iteration 24 lambda =  -0.3972178 
## Iteration 1 lambda =  0.3398742 
## Iteration 2 lambda =  0.009811281 
## Iteration 3 lambda =  -0.1552202 
## Iteration 4 lambda =  -0.2377359 
## Iteration 5 lambda =  -0.2789938 
## Iteration 6 lambda =  -0.2996227 
## Iteration 7 lambda =  -0.3099372 
## Iteration 8 lambda =  -0.3150944 
## Iteration 9 lambda =  -0.317673 
## Iteration 10 lambda =  -0.3189623 
## Iteration 11 lambda =  -0.319607 
## Iteration 12 lambda =  -0.3199293 
## Iteration 13 lambda =  -0.3200905 
## Iteration 14 lambda =  -0.320171 
## Iteration 15 lambda =  -0.3202113 
## Iteration 16 lambda =  -0.3202315 
## Iteration 17 lambda =  -0.3202416 
## Iteration 18 lambda =  -0.3202466 
## Iteration 19 lambda =  -0.3202491 
## Iteration 20 lambda =  -0.3202504 
## Iteration 21 lambda =  -0.320251 
## Iteration 22 lambda =  -0.3202513 
## Iteration 23 lambda =  -0.3202515 
## Iteration 24 lambda =  -0.3202515 
## Iteration 1 lambda =  0.3114955 
## Iteration 2 lambda =  -0.03275677 
## Iteration 3 lambda =  -0.2048829 
## Iteration 4 lambda =  -0.290946 
## Iteration 5 lambda =  -0.3339775 
## Iteration 6 lambda =  -0.3554933 
## Iteration 7 lambda =  -0.3662511 
## Iteration 8 lambda =  -0.3716301 
## Iteration 9 lambda =  -0.3743196 
## Iteration 10 lambda =  -0.3756643 
## Iteration 11 lambda =  -0.3763367 
## Iteration 12 lambda =  -0.3766728 
## Iteration 13 lambda =  -0.3768409 
## Iteration 14 lambda =  -0.376925 
## Iteration 15 lambda =  -0.376967 
## Iteration 16 lambda =  -0.376988 
## Iteration 17 lambda =  -0.3769985 
## Iteration 18 lambda =  -0.3770038 
## Iteration 19 lambda =  -0.3770064 
## Iteration 20 lambda =  -0.3770077 
## Iteration 21 lambda =  -0.3770084 
## Iteration 22 lambda =  -0.3770087 
## Iteration 23 lambda =  -0.3770089 
## Iteration 24 lambda =  -0.3770089 
## Iteration 1 lambda =  0.2817502 
## Iteration 2 lambda =  -0.07737471 
## Iteration 3 lambda =  -0.2569372 
## Iteration 4 lambda =  -0.3467184 
## Iteration 5 lambda =  -0.391609 
## Iteration 6 lambda =  -0.4140543 
## Iteration 7 lambda =  -0.425277 
## Iteration 8 lambda =  -0.4308883 
## Iteration 9 lambda =  -0.4336939 
## Iteration 10 lambda =  -0.4350968 
## Iteration 11 lambda =  -0.4357982 
## Iteration 12 lambda =  -0.4361489 
## Iteration 13 lambda =  -0.4363243 
## Iteration 14 lambda =  -0.4364119 
## Iteration 15 lambda =  -0.4364558 
## Iteration 16 lambda =  -0.4364777 
## Iteration 17 lambda =  -0.4364886 
## Iteration 18 lambda =  -0.4364941 
## Iteration 19 lambda =  -0.4364969 
## Iteration 20 lambda =  -0.4364982 
## Iteration 21 lambda =  -0.4364989 
## Iteration 22 lambda =  -0.4364993 
## Iteration 23 lambda =  -0.4364994 
## Iteration 24 lambda =  -0.4364995 
## Iteration 1 lambda =  0.3303042 
## Iteration 2 lambda =  -0.004543697 
## Iteration 3 lambda =  -0.1719676 
## Iteration 4 lambda =  -0.2556796 
## Iteration 5 lambda =  -0.2975356 
## Iteration 6 lambda =  -0.3184636 
## Iteration 7 lambda =  -0.3289276 
## Iteration 8 lambda =  -0.3341596 
## Iteration 9 lambda =  -0.3367756 
## Iteration 10 lambda =  -0.3380836 
## Iteration 11 lambda =  -0.3387376 
## Iteration 12 lambda =  -0.3390646 
## Iteration 13 lambda =  -0.3392281 
## Iteration 14 lambda =  -0.3393098 
## Iteration 15 lambda =  -0.3393507 
## Iteration 16 lambda =  -0.3393712 
## Iteration 17 lambda =  -0.3393814 
## Iteration 18 lambda =  -0.3393865 
## Iteration 19 lambda =  -0.339389 
## Iteration 20 lambda =  -0.3393903 
## Iteration 21 lambda =  -0.339391 
## Iteration 22 lambda =  -0.3393913 
## Iteration 23 lambda =  -0.3393914 
## Iteration 24 lambda =  -0.3393915 
## Iteration 1 lambda =  0.3092452 
## Iteration 2 lambda =  -0.03613227 
## Iteration 3 lambda =  -0.208821 
## Iteration 4 lambda =  -0.2951653 
## Iteration 5 lambda =  -0.3383375 
## Iteration 6 lambda =  -0.3599236 
## Iteration 7 lambda =  -0.3707167 
## Iteration 8 lambda =  -0.3761132 
## Iteration 9 lambda =  -0.3788114 
## Iteration 10 lambda =  -0.3801606 
## Iteration 11 lambda =  -0.3808351 
## Iteration 12 lambda =  -0.3811724 
## Iteration 13 lambda =  -0.3813411 
## Iteration 14 lambda =  -0.3814254 
## Iteration 15 lambda =  -0.3814675 
## Iteration 16 lambda =  -0.3814886 
## Iteration 17 lambda =  -0.3814992 
## Iteration 18 lambda =  -0.3815044 
## Iteration 19 lambda =  -0.3815071 
## Iteration 20 lambda =  -0.3815084 
## Iteration 21 lambda =  -0.381509 
## Iteration 22 lambda =  -0.3815094 
## Iteration 23 lambda =  -0.3815095 
## Iteration 24 lambda =  -0.3815096 
## Iteration 1 lambda =  0.2702191 
## Iteration 2 lambda =  -0.09467131 
## Iteration 3 lambda =  -0.2771165 
## Iteration 4 lambda =  -0.3683391 
## Iteration 5 lambda =  -0.4139504 
## Iteration 6 lambda =  -0.4367561 
## Iteration 7 lambda =  -0.4481589 
## Iteration 8 lambda =  -0.4538603 
## Iteration 9 lambda =  -0.456711 
## Iteration 10 lambda =  -0.4581364 
## Iteration 11 lambda =  -0.4588491 
## Iteration 12 lambda =  -0.4592054 
## Iteration 13 lambda =  -0.4593836 
## Iteration 14 lambda =  -0.4594727 
## Iteration 15 lambda =  -0.4595172 
## Iteration 16 lambda =  -0.4595395 
## Iteration 17 lambda =  -0.4595506 
## Iteration 18 lambda =  -0.4595562 
## Iteration 19 lambda =  -0.459559 
## Iteration 20 lambda =  -0.4595604 
## Iteration 21 lambda =  -0.4595611 
## Iteration 22 lambda =  -0.4595614 
## Iteration 23 lambda =  -0.4595616 
## Iteration 24 lambda =  -0.4595617 
## Iteration 1 lambda =  0.3257474 
## Iteration 2 lambda =  -0.01137884 
## Iteration 3 lambda =  -0.179942 
## Iteration 4 lambda =  -0.2642235 
## Iteration 5 lambda =  -0.3063643 
## Iteration 6 lambda =  -0.3274347 
## Iteration 7 lambda =  -0.3379699 
## Iteration 8 lambda =  -0.3432375 
## Iteration 9 lambda =  -0.3458713 
## Iteration 10 lambda =  -0.3471882 
## Iteration 11 lambda =  -0.3478467 
## Iteration 12 lambda =  -0.3481759 
## Iteration 13 lambda =  -0.3483405 
## Iteration 14 lambda =  -0.3484228 
## Iteration 15 lambda =  -0.348464 
## Iteration 16 lambda =  -0.3484845 
## Iteration 17 lambda =  -0.3484948 
## Iteration 18 lambda =  -0.3485 
## Iteration 19 lambda =  -0.3485025 
## Iteration 20 lambda =  -0.3485038 
## Iteration 21 lambda =  -0.3485045 
## Iteration 22 lambda =  -0.3485048 
## Iteration 23 lambda =  -0.348505 
## Iteration 24 lambda =  -0.348505 
## Iteration 1 lambda =  0.3420315 
## Iteration 2 lambda =  0.01304732 
## Iteration 3 lambda =  -0.1514448 
## Iteration 4 lambda =  -0.2336909 
## Iteration 5 lambda =  -0.2748139 
## Iteration 6 lambda =  -0.2953754 
## Iteration 7 lambda =  -0.3056562 
## Iteration 8 lambda =  -0.3107965 
## Iteration 9 lambda =  -0.3133667 
## Iteration 10 lambda =  -0.3146518 
## Iteration 11 lambda =  -0.3152944 
## Iteration 12 lambda =  -0.3156156 
## Iteration 13 lambda =  -0.3157763 
## Iteration 14 lambda =  -0.3158566 
## Iteration 15 lambda =  -0.3158967 
## Iteration 16 lambda =  -0.3159168 
## Iteration 17 lambda =  -0.3159269 
## Iteration 18 lambda =  -0.3159319 
## Iteration 19 lambda =  -0.3159344 
## Iteration 20 lambda =  -0.3159357 
## Iteration 21 lambda =  -0.3159363 
## Iteration 22 lambda =  -0.3159366 
## Iteration 23 lambda =  -0.3159368 
## Iteration 24 lambda =  -0.3159368 
## Iteration 1 lambda =  0.2906452 
## Iteration 2 lambda =  -0.06403213 
## Iteration 3 lambda =  -0.2413708 
## Iteration 4 lambda =  -0.3300402 
## Iteration 5 lambda =  -0.3743748 
## Iteration 6 lambda =  -0.3965422 
## Iteration 7 lambda =  -0.4076258 
## Iteration 8 lambda =  -0.4131677 
## Iteration 9 lambda =  -0.4159386 
## Iteration 10 lambda =  -0.417324 
## Iteration 11 lambda =  -0.4180168 
## Iteration 12 lambda =  -0.4183631 
## Iteration 13 lambda =  -0.4185363 
## Iteration 14 lambda =  -0.4186229 
## Iteration 15 lambda =  -0.4186662 
## Iteration 16 lambda =  -0.4186879 
## Iteration 17 lambda =  -0.4186987 
## Iteration 18 lambda =  -0.4187041 
## Iteration 19 lambda =  -0.4187068 
## Iteration 20 lambda =  -0.4187082 
## Iteration 21 lambda =  -0.4187088 
## Iteration 22 lambda =  -0.4187092 
## Iteration 23 lambda =  -0.4187093 
## Iteration 24 lambda =  -0.4187094 
## Iteration 1 lambda =  0.3067025 
## Iteration 2 lambda =  -0.03994621 
## Iteration 3 lambda =  -0.2132706 
## Iteration 4 lambda =  -0.2999328 
## Iteration 5 lambda =  -0.3432639 
## Iteration 6 lambda =  -0.3649294 
## Iteration 7 lambda =  -0.3757622 
## Iteration 8 lambda =  -0.3811786 
## Iteration 9 lambda =  -0.3838868 
## Iteration 10 lambda =  -0.3852408 
## Iteration 11 lambda =  -0.3859179 
## Iteration 12 lambda =  -0.3862564 
## Iteration 13 lambda =  -0.3864257 
## Iteration 14 lambda =  -0.3865103 
## Iteration 15 lambda =  -0.3865526 
## Iteration 16 lambda =  -0.3865738 
## Iteration 17 lambda =  -0.3865844 
## Iteration 18 lambda =  -0.3865897 
## Iteration 19 lambda =  -0.3865923 
## Iteration 20 lambda =  -0.3865936 
## Iteration 21 lambda =  -0.3865943 
## Iteration 22 lambda =  -0.3865946 
## Iteration 23 lambda =  -0.3865948 
## Iteration 24 lambda =  -0.3865949 
## Iteration 1 lambda =  0.3198896 
## Iteration 2 lambda =  -0.02016556 
## Iteration 3 lambda =  -0.1901932 
## Iteration 4 lambda =  -0.275207 
## Iteration 5 lambda =  -0.3177139 
## Iteration 6 lambda =  -0.3389673 
## Iteration 7 lambda =  -0.349594 
## Iteration 8 lambda =  -0.3549074 
## Iteration 9 lambda =  -0.3575641 
## Iteration 10 lambda =  -0.3588924 
## Iteration 11 lambda =  -0.3595566 
## Iteration 12 lambda =  -0.3598887 
## Iteration 13 lambda =  -0.3600547 
## Iteration 14 lambda =  -0.3601377 
## Iteration 15 lambda =  -0.3601792 
## Iteration 16 lambda =  -0.3602 
## Iteration 17 lambda =  -0.3602104 
## Iteration 18 lambda =  -0.3602156 
## Iteration 19 lambda =  -0.3602182 
## Iteration 20 lambda =  -0.3602195 
## Iteration 21 lambda =  -0.3602201 
## Iteration 22 lambda =  -0.3602204 
## Iteration 23 lambda =  -0.3602206 
## Iteration 24 lambda =  -0.3602207 
## Iteration 1 lambda =  0.2858019 
## Iteration 2 lambda =  -0.07129719 
## Iteration 3 lambda =  -0.2498467 
## Iteration 4 lambda =  -0.3391215 
## Iteration 5 lambda =  -0.3837589 
## Iteration 6 lambda =  -0.4060776 
## Iteration 7 lambda =  -0.4172369 
## Iteration 8 lambda =  -0.4228166 
## Iteration 9 lambda =  -0.4256064 
## Iteration 10 lambda =  -0.4270013 
## Iteration 11 lambda =  -0.4276988 
## Iteration 12 lambda =  -0.4280475 
## Iteration 13 lambda =  -0.4282219 
## Iteration 14 lambda =  -0.4283091 
## Iteration 15 lambda =  -0.4283527 
## Iteration 16 lambda =  -0.4283745 
## Iteration 17 lambda =  -0.4283854 
## Iteration 18 lambda =  -0.4283908 
## Iteration 19 lambda =  -0.4283935 
## Iteration 20 lambda =  -0.4283949 
## Iteration 21 lambda =  -0.4283956 
## Iteration 22 lambda =  -0.4283959 
## Iteration 23 lambda =  -0.4283961 
## Iteration 24 lambda =  -0.4283962 
## Iteration 1 lambda =  0.3103517 
## Iteration 2 lambda =  -0.03447244 
## Iteration 3 lambda =  -0.2068845 
## Iteration 4 lambda =  -0.2930905 
## Iteration 5 lambda =  -0.3361936 
## Iteration 6 lambda =  -0.3577451 
## Iteration 7 lambda =  -0.3685208 
## Iteration 8 lambda =  -0.3739087 
## Iteration 9 lambda =  -0.3766026 
## Iteration 10 lambda =  -0.3779496 
## Iteration 11 lambda =  -0.3786231 
## Iteration 12 lambda =  -0.3789598 
## Iteration 13 lambda =  -0.3791282 
## Iteration 14 lambda =  -0.3792124 
## Iteration 15 lambda =  -0.3792545 
## Iteration 16 lambda =  -0.3792755 
## Iteration 17 lambda =  -0.3792861 
## Iteration 18 lambda =  -0.3792913 
## Iteration 19 lambda =  -0.3792939 
## Iteration 20 lambda =  -0.3792953 
## Iteration 21 lambda =  -0.3792959 
## Iteration 22 lambda =  -0.3792963 
## Iteration 23 lambda =  -0.3792964 
## Iteration 24 lambda =  -0.3792965 
## Iteration 1 lambda =  0.2935056 
## Iteration 2 lambda =  -0.05974165 
## Iteration 3 lambda =  -0.2363653 
## Iteration 4 lambda =  -0.3246771 
## Iteration 5 lambda =  -0.368833 
## Iteration 6 lambda =  -0.3909109 
## Iteration 7 lambda =  -0.4019499 
## Iteration 8 lambda =  -0.4074694 
## Iteration 9 lambda =  -0.4102291 
## Iteration 10 lambda =  -0.411609 
## Iteration 11 lambda =  -0.4122989 
## Iteration 12 lambda =  -0.4126439 
## Iteration 13 lambda =  -0.4128164 
## Iteration 14 lambda =  -0.4129026 
## Iteration 15 lambda =  -0.4129457 
## Iteration 16 lambda =  -0.4129673 
## Iteration 17 lambda =  -0.4129781 
## Iteration 18 lambda =  -0.4129835 
## Iteration 19 lambda =  -0.4129862 
## Iteration 20 lambda =  -0.4129875 
## Iteration 21 lambda =  -0.4129882 
## Iteration 22 lambda =  -0.4129885 
## Iteration 23 lambda =  -0.4129887 
## Iteration 24 lambda =  -0.4129888 
## Iteration 1 lambda =  0.3040743 
## Iteration 2 lambda =  -0.04388857 
## Iteration 3 lambda =  -0.21787 
## Iteration 4 lambda =  -0.3048607 
## Iteration 5 lambda =  -0.3483561 
## Iteration 6 lambda =  -0.3701037 
## Iteration 7 lambda =  -0.3809776 
## Iteration 8 lambda =  -0.3864145 
## Iteration 9 lambda =  -0.389133 
## Iteration 10 lambda =  -0.3904922 
## Iteration 11 lambda =  -0.3911718 
## Iteration 12 lambda =  -0.3915116 
## Iteration 13 lambda =  -0.3916815 
## Iteration 14 lambda =  -0.3917665 
## Iteration 15 lambda =  -0.3918089 
## Iteration 16 lambda =  -0.3918302 
## Iteration 17 lambda =  -0.3918408 
## Iteration 18 lambda =  -0.3918461 
## Iteration 19 lambda =  -0.3918488 
## Iteration 20 lambda =  -0.3918501 
## Iteration 21 lambda =  -0.3918508 
## Iteration 22 lambda =  -0.3918511 
## Iteration 23 lambda =  -0.3918513 
## Iteration 24 lambda =  -0.3918513 
## Iteration 1 lambda =  0.3274976 
## Iteration 2 lambda =  -0.008753568 
## Iteration 3 lambda =  -0.1768792 
## Iteration 4 lambda =  -0.260942 
## Iteration 5 lambda =  -0.3029734 
## Iteration 6 lambda =  -0.3239891 
## Iteration 7 lambda =  -0.3344969 
## Iteration 8 lambda =  -0.3397508 
## Iteration 9 lambda =  -0.3423778 
## Iteration 10 lambda =  -0.3436913 
## Iteration 11 lambda =  -0.344348 
## Iteration 12 lambda =  -0.3446764 
## Iteration 13 lambda =  -0.3448406 
## Iteration 14 lambda =  -0.3449227 
## Iteration 15 lambda =  -0.3449637 
## Iteration 16 lambda =  -0.3449842 
## Iteration 17 lambda =  -0.3449945 
## Iteration 18 lambda =  -0.3449996 
## Iteration 19 lambda =  -0.3450022 
## Iteration 20 lambda =  -0.3450035 
## Iteration 21 lambda =  -0.3450041 
## Iteration 22 lambda =  -0.3450044 
## Iteration 23 lambda =  -0.3450046 
## Iteration 24 lambda =  -0.3450047 
## Iteration 1 lambda =  0.3245763 
## Iteration 2 lambda =  -0.01313552 
## Iteration 3 lambda =  -0.1819914 
## Iteration 4 lambda =  -0.2664194 
## Iteration 5 lambda =  -0.3086334 
## Iteration 6 lambda =  -0.3297404 
## Iteration 7 lambda =  -0.3402939 
## Iteration 8 lambda =  -0.3455706 
## Iteration 9 lambda =  -0.348209 
## Iteration 10 lambda =  -0.3495282 
## Iteration 11 lambda =  -0.3501878 
## Iteration 12 lambda =  -0.3505176 
## Iteration 13 lambda =  -0.3506825 
## Iteration 14 lambda =  -0.3507649 
## Iteration 15 lambda =  -0.3508061 
## Iteration 16 lambda =  -0.3508268 
## Iteration 17 lambda =  -0.3508371 
## Iteration 18 lambda =  -0.3508422 
## Iteration 19 lambda =  -0.3508448 
## Iteration 20 lambda =  -0.3508461 
## Iteration 21 lambda =  -0.3508467 
## Iteration 22 lambda =  -0.350847 
## Iteration 23 lambda =  -0.3508472 
## Iteration 24 lambda =  -0.3508473 
## Iteration 1 lambda =  0.2879366 
## Iteration 2 lambda =  -0.06809505 
## Iteration 3 lambda =  -0.2461109 
## Iteration 4 lambda =  -0.3351188 
## Iteration 5 lambda =  -0.3796228 
## Iteration 6 lambda =  -0.4018748 
## Iteration 7 lambda =  -0.4130007 
## Iteration 8 lambda =  -0.4185637 
## Iteration 9 lambda =  -0.4213452 
## Iteration 10 lambda =  -0.422736 
## Iteration 11 lambda =  -0.4234314 
## Iteration 12 lambda =  -0.423779 
## Iteration 13 lambda =  -0.4239529 
## Iteration 14 lambda =  -0.4240398 
## Iteration 15 lambda =  -0.4240833 
## Iteration 16 lambda =  -0.424105 
## Iteration 17 lambda =  -0.4241159 
## Iteration 18 lambda =  -0.4241213 
## Iteration 19 lambda =  -0.424124 
## Iteration 20 lambda =  -0.4241254 
## Iteration 21 lambda =  -0.4241261 
## Iteration 22 lambda =  -0.4241264 
## Iteration 23 lambda =  -0.4241266 
## Iteration 24 lambda =  -0.4241267 
## Iteration 1 lambda =  0.3082382 
## Iteration 2 lambda =  -0.03764269 
## Iteration 3 lambda =  -0.2105831 
## Iteration 4 lambda =  -0.2970534 
## Iteration 5 lambda =  -0.3402885 
## Iteration 6 lambda =  -0.361906 
## Iteration 7 lambda =  -0.3727148 
## Iteration 8 lambda =  -0.3781192 
## Iteration 9 lambda =  -0.3808214 
## Iteration 10 lambda =  -0.3821725 
## Iteration 11 lambda =  -0.382848 
## Iteration 12 lambda =  -0.3831858 
## Iteration 13 lambda =  -0.3833547 
## Iteration 14 lambda =  -0.3834391 
## Iteration 15 lambda =  -0.3834814 
## Iteration 16 lambda =  -0.3835025 
## Iteration 17 lambda =  -0.383513 
## Iteration 18 lambda =  -0.3835183 
## Iteration 19 lambda =  -0.3835209 
## Iteration 20 lambda =  -0.3835223 
## Iteration 21 lambda =  -0.3835229 
## Iteration 22 lambda =  -0.3835233 
## Iteration 23 lambda =  -0.3835234 
## Iteration 24 lambda =  -0.3835235 
## Iteration 1 lambda =  0.3134496 
## Iteration 2 lambda =  -0.0298256 
## Iteration 3 lambda =  -0.2014632 
## Iteration 4 lambda =  -0.287282 
## Iteration 5 lambda =  -0.3301914 
## Iteration 6 lambda =  -0.3516461 
## Iteration 7 lambda =  -0.3623734 
## Iteration 8 lambda =  -0.3677371 
## Iteration 9 lambda =  -0.370419 
## Iteration 10 lambda =  -0.3717599 
## Iteration 11 lambda =  -0.3724303 
## Iteration 12 lambda =  -0.3727656 
## Iteration 13 lambda =  -0.3729332 
## Iteration 14 lambda =  -0.373017 
## Iteration 15 lambda =  -0.3730589 
## Iteration 16 lambda =  -0.3730798 
## Iteration 17 lambda =  -0.3730903 
## Iteration 18 lambda =  -0.3730956 
## Iteration 19 lambda =  -0.3730982 
## Iteration 20 lambda =  -0.3730995 
## Iteration 21 lambda =  -0.3731001 
## Iteration 22 lambda =  -0.3731005 
## Iteration 23 lambda =  -0.3731006 
## Iteration 24 lambda =  -0.3731007 
## Iteration 1 lambda =  0.3029083 
## Iteration 2 lambda =  -0.04563761 
## Iteration 3 lambda =  -0.2199105 
## Iteration 4 lambda =  -0.307047 
## Iteration 5 lambda =  -0.3506152 
## Iteration 6 lambda =  -0.3723994 
## Iteration 7 lambda =  -0.3832914 
## Iteration 8 lambda =  -0.3887375 
## Iteration 9 lambda =  -0.3914605 
## Iteration 10 lambda =  -0.392822 
## Iteration 11 lambda =  -0.3935027 
## Iteration 12 lambda =  -0.3938431 
## Iteration 13 lambda =  -0.3940133 
## Iteration 14 lambda =  -0.3940984 
## Iteration 15 lambda =  -0.3941409 
## Iteration 16 lambda =  -0.3941622 
## Iteration 17 lambda =  -0.3941728 
## Iteration 18 lambda =  -0.3941782 
## Iteration 19 lambda =  -0.3941808 
## Iteration 20 lambda =  -0.3941822 
## Iteration 21 lambda =  -0.3941828 
## Iteration 22 lambda =  -0.3941832 
## Iteration 23 lambda =  -0.3941833 
## Iteration 24 lambda =  -0.3941834 
## Iteration 1 lambda =  0.3025562 
## Iteration 2 lambda =  -0.04616576 
## Iteration 3 lambda =  -0.2205267 
## Iteration 4 lambda =  -0.3077072 
## Iteration 5 lambda =  -0.3512974 
## Iteration 6 lambda =  -0.3730926 
## Iteration 7 lambda =  -0.3839901 
## Iteration 8 lambda =  -0.3894389 
## Iteration 9 lambda =  -0.3921633 
## Iteration 10 lambda =  -0.3935255 
## Iteration 11 lambda =  -0.3942066 
## Iteration 12 lambda =  -0.3945471 
## Iteration 13 lambda =  -0.3947174 
## Iteration 14 lambda =  -0.3948025 
## Iteration 15 lambda =  -0.3948451 
## Iteration 16 lambda =  -0.3948664 
## Iteration 17 lambda =  -0.394877 
## Iteration 18 lambda =  -0.3948824 
## Iteration 19 lambda =  -0.394885 
## Iteration 20 lambda =  -0.3948863 
## Iteration 21 lambda =  -0.394887 
## Iteration 22 lambda =  -0.3948873 
## Iteration 23 lambda =  -0.3948875 
## Iteration 24 lambda =  -0.3948876 
## Iteration 1 lambda =  0.3031942 
## Iteration 2 lambda =  -0.04520874 
## Iteration 3 lambda =  -0.2194102 
## Iteration 4 lambda =  -0.3065109 
## Iteration 5 lambda =  -0.3500613 
## Iteration 6 lambda =  -0.3718365 
## Iteration 7 lambda =  -0.3827241 
## Iteration 8 lambda =  -0.3881679 
## Iteration 9 lambda =  -0.3908898 
## Iteration 10 lambda =  -0.3922507 
## Iteration 11 lambda =  -0.3929312 
## Iteration 12 lambda =  -0.3932714 
## Iteration 13 lambda =  -0.3934415 
## Iteration 14 lambda =  -0.3935266 
## Iteration 15 lambda =  -0.3935691 
## Iteration 16 lambda =  -0.3935904 
## Iteration 17 lambda =  -0.393601 
## Iteration 18 lambda =  -0.3936063 
## Iteration 19 lambda =  -0.393609 
## Iteration 20 lambda =  -0.3936103 
## Iteration 21 lambda =  -0.393611 
## Iteration 22 lambda =  -0.3936113 
## Iteration 23 lambda =  -0.3936115 
## Iteration 24 lambda =  -0.3936116 
## Iteration 1 lambda =  0.2918528 
## Iteration 2 lambda =  -0.06222087 
## Iteration 3 lambda =  -0.2392577 
## Iteration 4 lambda =  -0.3277761 
## Iteration 5 lambda =  -0.3720353 
## Iteration 6 lambda =  -0.3941649 
## Iteration 7 lambda =  -0.4052297 
## Iteration 8 lambda =  -0.4107621 
## Iteration 9 lambda =  -0.4135283 
## Iteration 10 lambda =  -0.4149114 
## Iteration 11 lambda =  -0.4156029 
## Iteration 12 lambda =  -0.4159487 
## Iteration 13 lambda =  -0.4161216 
## Iteration 14 lambda =  -0.4162081 
## Iteration 15 lambda =  -0.4162513 
## Iteration 16 lambda =  -0.4162729 
## Iteration 17 lambda =  -0.4162837 
## Iteration 18 lambda =  -0.4162891 
## Iteration 19 lambda =  -0.4162918 
## Iteration 20 lambda =  -0.4162931 
## Iteration 21 lambda =  -0.4162938 
## Iteration 22 lambda =  -0.4162942 
## Iteration 23 lambda =  -0.4162943 
## Iteration 24 lambda =  -0.4162944 
## Iteration 1 lambda =  0.3183222 
## Iteration 2 lambda =  -0.0225167 
## Iteration 3 lambda =  -0.1929362 
## Iteration 4 lambda =  -0.2781459 
## Iteration 5 lambda =  -0.3207507 
## Iteration 6 lambda =  -0.3420532 
## Iteration 7 lambda =  -0.3527044 
## Iteration 8 lambda =  -0.35803 
## Iteration 9 lambda =  -0.3606928 
## Iteration 10 lambda =  -0.3620242 
## Iteration 11 lambda =  -0.3626899 
## Iteration 12 lambda =  -0.3630228 
## Iteration 13 lambda =  -0.3631892 
## Iteration 14 lambda =  -0.3632724 
## Iteration 15 lambda =  -0.363314 
## Iteration 16 lambda =  -0.3633348 
## Iteration 17 lambda =  -0.3633452 
## Iteration 18 lambda =  -0.3633504 
## Iteration 19 lambda =  -0.363353 
## Iteration 20 lambda =  -0.3633543 
## Iteration 21 lambda =  -0.363355 
## Iteration 22 lambda =  -0.3633553 
## Iteration 23 lambda =  -0.3633554 
## Iteration 24 lambda =  -0.3633555 
## Iteration 1 lambda =  0.3101355 
## Iteration 2 lambda =  -0.03479678 
## Iteration 3 lambda =  -0.2072629 
## Iteration 4 lambda =  -0.293496 
## Iteration 5 lambda =  -0.3366125 
## Iteration 6 lambda =  -0.3581708 
## Iteration 7 lambda =  -0.3689499 
## Iteration 8 lambda =  -0.3743395 
## Iteration 9 lambda =  -0.3770343 
## Iteration 10 lambda =  -0.3783817 
## Iteration 11 lambda =  -0.3790553 
## Iteration 12 lambda =  -0.3793922 
## Iteration 13 lambda =  -0.3795606 
## Iteration 14 lambda =  -0.3796448 
## Iteration 15 lambda =  -0.3796869 
## Iteration 16 lambda =  -0.379708 
## Iteration 17 lambda =  -0.3797185 
## Iteration 18 lambda =  -0.3797238 
## Iteration 19 lambda =  -0.3797264 
## Iteration 20 lambda =  -0.3797277 
## Iteration 21 lambda =  -0.3797284 
## Iteration 22 lambda =  -0.3797287 
## Iteration 23 lambda =  -0.3797289 
## Iteration 24 lambda =  -0.379729 
## Iteration 1 lambda =  0.2990078 
## Iteration 2 lambda =  -0.05148831 
## Iteration 3 lambda =  -0.2267364 
## Iteration 4 lambda =  -0.3143604 
## Iteration 5 lambda =  -0.3581724 
## Iteration 6 lambda =  -0.3800784 
## Iteration 7 lambda =  -0.3910314 
## Iteration 8 lambda =  -0.3965079 
## Iteration 9 lambda =  -0.3992462 
## Iteration 10 lambda =  -0.4006153 
## Iteration 11 lambda =  -0.4012999 
## Iteration 12 lambda =  -0.4016421 
## Iteration 13 lambda =  -0.4018133 
## Iteration 14 lambda =  -0.4018988 
## Iteration 15 lambda =  -0.4019416 
## Iteration 16 lambda =  -0.401963 
## Iteration 17 lambda =  -0.4019737 
## Iteration 18 lambda =  -0.4019791 
## Iteration 19 lambda =  -0.4019817 
## Iteration 20 lambda =  -0.4019831 
## Iteration 21 lambda =  -0.4019837 
## Iteration 22 lambda =  -0.4019841 
## Iteration 23 lambda =  -0.4019843 
## Iteration 24 lambda =  -0.4019843 
## Iteration 1 lambda =  0.3074472 
## Iteration 2 lambda =  -0.03882927 
## Iteration 3 lambda =  -0.2119675 
## Iteration 4 lambda =  -0.2985366 
## Iteration 5 lambda =  -0.3418211 
## Iteration 6 lambda =  -0.3634634 
## Iteration 7 lambda =  -0.3742845 
## Iteration 8 lambda =  -0.3796951 
## Iteration 9 lambda =  -0.3824004 
## Iteration 10 lambda =  -0.383753 
## Iteration 11 lambda =  -0.3844294 
## Iteration 12 lambda =  -0.3847675 
## Iteration 13 lambda =  -0.3849366 
## Iteration 14 lambda =  -0.3850211 
## Iteration 15 lambda =  -0.3850634 
## Iteration 16 lambda =  -0.3850846 
## Iteration 17 lambda =  -0.3850951 
## Iteration 18 lambda =  -0.3851004 
## Iteration 19 lambda =  -0.385103 
## Iteration 20 lambda =  -0.3851044 
## Iteration 21 lambda =  -0.385105 
## Iteration 22 lambda =  -0.3851054 
## Iteration 23 lambda =  -0.3851055 
## Iteration 24 lambda =  -0.3851056 
## Iteration 1 lambda =  0.3035546 
## Iteration 2 lambda =  -0.04466803 
## Iteration 3 lambda =  -0.2187794 
## Iteration 4 lambda =  -0.305835 
## Iteration 5 lambda =  -0.3493629 
## Iteration 6 lambda =  -0.3711268 
## Iteration 7 lambda =  -0.3820088 
## Iteration 8 lambda =  -0.3874497 
## Iteration 9 lambda =  -0.3901702 
## Iteration 10 lambda =  -0.3915305 
## Iteration 11 lambda =  -0.3922106 
## Iteration 12 lambda =  -0.3925506 
## Iteration 13 lambda =  -0.3927207 
## Iteration 14 lambda =  -0.3928057 
## Iteration 15 lambda =  -0.3928482 
## Iteration 16 lambda =  -0.3928695 
## Iteration 17 lambda =  -0.3928801 
## Iteration 18 lambda =  -0.3928854 
## Iteration 19 lambda =  -0.3928881 
## Iteration 20 lambda =  -0.3928894 
## Iteration 21 lambda =  -0.39289 
## Iteration 22 lambda =  -0.3928904 
## Iteration 23 lambda =  -0.3928905 
## Iteration 24 lambda =  -0.3928906 
## Iteration 1 lambda =  0.2991908 
## Iteration 2 lambda =  -0.05121384 
## Iteration 3 lambda =  -0.2264162 
## Iteration 4 lambda =  -0.3140173 
## Iteration 5 lambda =  -0.3578179 
## Iteration 6 lambda =  -0.3797182 
## Iteration 7 lambda =  -0.3906683 
## Iteration 8 lambda =  -0.3961434 
## Iteration 9 lambda =  -0.3988809 
## Iteration 10 lambda =  -0.4002497 
## Iteration 11 lambda =  -0.4009341 
## Iteration 12 lambda =  -0.4012763 
## Iteration 13 lambda =  -0.4014474 
## Iteration 14 lambda =  -0.4015329 
## Iteration 15 lambda =  -0.4015757 
## Iteration 16 lambda =  -0.4015971 
## Iteration 17 lambda =  -0.4016078 
## Iteration 18 lambda =  -0.4016131 
## Iteration 19 lambda =  -0.4016158 
## Iteration 20 lambda =  -0.4016171 
## Iteration 21 lambda =  -0.4016178 
## Iteration 22 lambda =  -0.4016181 
## Iteration 23 lambda =  -0.4016183 
## Iteration 24 lambda =  -0.4016184 
## Iteration 1 lambda =  0.3087597 
## Iteration 2 lambda =  -0.03686048 
## Iteration 3 lambda =  -0.2096706 
## Iteration 4 lambda =  -0.2960756 
## Iteration 5 lambda =  -0.3392781 
## Iteration 6 lambda =  -0.3608794 
## Iteration 7 lambda =  -0.37168 
## Iteration 8 lambda =  -0.3770803 
## Iteration 9 lambda =  -0.3797805 
## Iteration 10 lambda =  -0.3811306 
## Iteration 11 lambda =  -0.3818056 
## Iteration 12 lambda =  -0.3821431 
## Iteration 13 lambda =  -0.3823119 
## Iteration 14 lambda =  -0.3823963 
## Iteration 15 lambda =  -0.3824384 
## Iteration 16 lambda =  -0.3824595 
## Iteration 17 lambda =  -0.3824701 
## Iteration 18 lambda =  -0.3824754 
## Iteration 19 lambda =  -0.382478 
## Iteration 20 lambda =  -0.3824793 
## Iteration 21 lambda =  -0.38248 
## Iteration 22 lambda =  -0.3824803 
## Iteration 23 lambda =  -0.3824805 
## Iteration 24 lambda =  -0.3824806 
## Iteration 1 lambda =  0.2667767 
## Iteration 2 lambda =  -0.09983496 
## Iteration 3 lambda =  -0.2831408 
## Iteration 4 lambda =  -0.3747937 
## Iteration 5 lambda =  -0.4206202 
## Iteration 6 lambda =  -0.4435334 
## Iteration 7 lambda =  -0.45499 
## Iteration 8 lambda =  -0.4607183 
## Iteration 9 lambda =  -0.4635825 
## Iteration 10 lambda =  -0.4650145 
## Iteration 11 lambda =  -0.4657306 
## Iteration 12 lambda =  -0.4660886 
## Iteration 13 lambda =  -0.4662676 
## Iteration 14 lambda =  -0.4663571 
## Iteration 15 lambda =  -0.4664019 
## Iteration 16 lambda =  -0.4664242 
## Iteration 17 lambda =  -0.4664354 
## Iteration 18 lambda =  -0.466441 
## Iteration 19 lambda =  -0.4664438 
## Iteration 20 lambda =  -0.4664452 
## Iteration 21 lambda =  -0.4664459 
## Iteration 22 lambda =  -0.4664463 
## Iteration 23 lambda =  -0.4664464 
## Iteration 24 lambda =  -0.4664465 
## Iteration 1 lambda =  0.3037518 
## Iteration 2 lambda =  -0.04437226 
## Iteration 3 lambda =  -0.2184343 
## Iteration 4 lambda =  -0.3054653 
## Iteration 5 lambda =  -0.3489808 
## Iteration 6 lambda =  -0.3707386 
## Iteration 7 lambda =  -0.3816175 
## Iteration 8 lambda =  -0.3870569 
## Iteration 9 lambda =  -0.3897766 
## Iteration 10 lambda =  -0.3911365 
## Iteration 11 lambda =  -0.3918164 
## Iteration 12 lambda =  -0.3921564 
## Iteration 13 lambda =  -0.3923264 
## Iteration 14 lambda =  -0.3924114 
## Iteration 15 lambda =  -0.3924539 
## Iteration 16 lambda =  -0.3924751 
## Iteration 17 lambda =  -0.3924857 
## Iteration 18 lambda =  -0.392491 
## Iteration 19 lambda =  -0.3924937 
## Iteration 20 lambda =  -0.392495 
## Iteration 21 lambda =  -0.3924957 
## Iteration 22 lambda =  -0.392496 
## Iteration 23 lambda =  -0.3924962 
## Iteration 24 lambda =  -0.3924963 
## Iteration 1 lambda =  0.3188724 
## Iteration 2 lambda =  -0.02169134 
## Iteration 3 lambda =  -0.1919732 
## Iteration 4 lambda =  -0.2771142 
## Iteration 5 lambda =  -0.3196847 
## Iteration 6 lambda =  -0.3409699 
## Iteration 7 lambda =  -0.3516125 
## Iteration 8 lambda =  -0.3569338 
## Iteration 9 lambda =  -0.3595945 
## Iteration 10 lambda =  -0.3609248 
## Iteration 11 lambda =  -0.36159 
## Iteration 12 lambda =  -0.3619225 
## Iteration 13 lambda =  -0.3620888 
## Iteration 14 lambda =  -0.362172 
## Iteration 15 lambda =  -0.3622136 
## Iteration 16 lambda =  -0.3622343 
## Iteration 17 lambda =  -0.3622447 
## Iteration 18 lambda =  -0.3622499 
## Iteration 19 lambda =  -0.3622525 
## Iteration 20 lambda =  -0.3622538 
## Iteration 21 lambda =  -0.3622545 
## Iteration 22 lambda =  -0.3622548 
## Iteration 23 lambda =  -0.362255 
## Iteration 24 lambda =  -0.362255 
## Iteration 1 lambda =  0.2777903 
## Iteration 2 lambda =  -0.08331453 
## Iteration 3 lambda =  -0.263867 
## Iteration 4 lambda =  -0.3541432 
## Iteration 5 lambda =  -0.3992813 
## Iteration 6 lambda =  -0.4218503 
## Iteration 7 lambda =  -0.4331348 
## Iteration 8 lambda =  -0.4387771 
## Iteration 9 lambda =  -0.4415982 
## Iteration 10 lambda =  -0.4430088 
## Iteration 11 lambda =  -0.4437141 
## Iteration 12 lambda =  -0.4440667 
## Iteration 13 lambda =  -0.4442431 
## Iteration 14 lambda =  -0.4443312 
## Iteration 15 lambda =  -0.4443753 
## Iteration 16 lambda =  -0.4443973 
## Iteration 17 lambda =  -0.4444084 
## Iteration 18 lambda =  -0.4444139 
## Iteration 19 lambda =  -0.4444166 
## Iteration 20 lambda =  -0.444418 
## Iteration 21 lambda =  -0.4444187 
## Iteration 22 lambda =  -0.444419 
## Iteration 23 lambda =  -0.4444192 
## Iteration 24 lambda =  -0.4444193 
## Iteration 1 lambda =  0.2639018 
## Iteration 2 lambda =  -0.1041473 
## Iteration 3 lambda =  -0.2881718 
## Iteration 4 lambda =  -0.3801841 
## Iteration 5 lambda =  -0.4261903 
## Iteration 6 lambda =  -0.4491933 
## Iteration 7 lambda =  -0.4606949 
## Iteration 8 lambda =  -0.4664456 
## Iteration 9 lambda =  -0.469321 
## Iteration 10 lambda =  -0.4707587 
## Iteration 11 lambda =  -0.4714776 
## Iteration 12 lambda =  -0.471837 
## Iteration 13 lambda =  -0.4720167 
## Iteration 14 lambda =  -0.4721065 
## Iteration 15 lambda =  -0.4721515 
## Iteration 16 lambda =  -0.4721739 
## Iteration 17 lambda =  -0.4721852 
## Iteration 18 lambda =  -0.4721908 
## Iteration 19 lambda =  -0.4721936 
## Iteration 20 lambda =  -0.472195 
## Iteration 21 lambda =  -0.4721957 
## Iteration 22 lambda =  -0.472196 
## Iteration 23 lambda =  -0.4721962 
## Iteration 24 lambda =  -0.4721963 
## Iteration 1 lambda =  0.3008577 
## Iteration 2 lambda =  -0.04871341 
## Iteration 3 lambda =  -0.223499 
## Iteration 4 lambda =  -0.3108918 
## Iteration 5 lambda =  -0.3545882 
## Iteration 6 lambda =  -0.3764364 
## Iteration 7 lambda =  -0.3873605 
## Iteration 8 lambda =  -0.3928225 
## Iteration 9 lambda =  -0.3955535 
## Iteration 10 lambda =  -0.396919 
## Iteration 11 lambda =  -0.3976018 
## Iteration 12 lambda =  -0.3979432 
## Iteration 13 lambda =  -0.3981139 
## Iteration 14 lambda =  -0.3981992 
## Iteration 15 lambda =  -0.3982419 
## Iteration 16 lambda =  -0.3982632 
## Iteration 17 lambda =  -0.3982739 
## Iteration 18 lambda =  -0.3982792 
## Iteration 19 lambda =  -0.3982819 
## Iteration 20 lambda =  -0.3982832 
## Iteration 21 lambda =  -0.3982839 
## Iteration 22 lambda =  -0.3982842 
## Iteration 23 lambda =  -0.3982844 
## Iteration 24 lambda =  -0.3982845 
## Iteration 1 lambda =  0.322275 
## Iteration 2 lambda =  -0.01658748 
## Iteration 3 lambda =  -0.1860187 
## Iteration 4 lambda =  -0.2707344 
## Iteration 5 lambda =  -0.3130922 
## Iteration 6 lambda =  -0.3342711 
## Iteration 7 lambda =  -0.3448605 
## Iteration 8 lambda =  -0.3501553 
## Iteration 9 lambda =  -0.3528026 
## Iteration 10 lambda =  -0.3541263 
## Iteration 11 lambda =  -0.3547881 
## Iteration 12 lambda =  -0.3551191 
## Iteration 13 lambda =  -0.3552845 
## Iteration 14 lambda =  -0.3553672 
## Iteration 15 lambda =  -0.3554086 
## Iteration 16 lambda =  -0.3554293 
## Iteration 17 lambda =  -0.3554396 
## Iteration 18 lambda =  -0.3554448 
## Iteration 19 lambda =  -0.3554474 
## Iteration 20 lambda =  -0.3554487 
## Iteration 21 lambda =  -0.3554493 
## Iteration 22 lambda =  -0.3554497 
## Iteration 23 lambda =  -0.3554498 
## Iteration 24 lambda =  -0.3554499 
## Iteration 1 lambda =  0.2869587 
## Iteration 2 lambda =  -0.06956201 
## Iteration 3 lambda =  -0.2478223 
## Iteration 4 lambda =  -0.3369525 
## Iteration 5 lambda =  -0.3815176 
## Iteration 6 lambda =  -0.4038001 
## Iteration 7 lambda =  -0.4149414 
## Iteration 8 lambda =  -0.420512 
## Iteration 9 lambda =  -0.4232974 
## Iteration 10 lambda =  -0.42469 
## Iteration 11 lambda =  -0.4253863 
## Iteration 12 lambda =  -0.4257345 
## Iteration 13 lambda =  -0.4259086 
## Iteration 14 lambda =  -0.4259956 
## Iteration 15 lambda =  -0.4260392 
## Iteration 16 lambda =  -0.4260609 
## Iteration 17 lambda =  -0.4260718 
## Iteration 18 lambda =  -0.4260772 
## Iteration 19 lambda =  -0.42608 
## Iteration 20 lambda =  -0.4260813 
## Iteration 21 lambda =  -0.426082 
## Iteration 22 lambda =  -0.4260823 
## Iteration 23 lambda =  -0.4260825 
## Iteration 24 lambda =  -0.4260826 
## Iteration 1 lambda =  0.3027633 
## Iteration 2 lambda =  -0.04585499 
## Iteration 3 lambda =  -0.2201642 
## Iteration 4 lambda =  -0.3073187 
## Iteration 5 lambda =  -0.350896 
## Iteration 6 lambda =  -0.3726847 
## Iteration 7 lambda =  -0.383579 
## Iteration 8 lambda =  -0.3890262 
## Iteration 9 lambda =  -0.3917497 
## Iteration 10 lambda =  -0.3931115 
## Iteration 11 lambda =  -0.3937924 
## Iteration 12 lambda =  -0.3941329 
## Iteration 13 lambda =  -0.3943031 
## Iteration 14 lambda =  -0.3943882 
## Iteration 15 lambda =  -0.3944308 
## Iteration 16 lambda =  -0.394452 
## Iteration 17 lambda =  -0.3944627 
## Iteration 18 lambda =  -0.394468 
## Iteration 19 lambda =  -0.3944707 
## Iteration 20 lambda =  -0.394472 
## Iteration 21 lambda =  -0.3944727 
## Iteration 22 lambda =  -0.394473 
## Iteration 23 lambda =  -0.3944732 
## Iteration 24 lambda =  -0.3944732 
## Iteration 1 lambda =  0.3202069 
## Iteration 2 lambda =  -0.01968966 
## Iteration 3 lambda =  -0.1896379 
## Iteration 4 lambda =  -0.2746121 
## Iteration 5 lambda =  -0.3170991 
## Iteration 6 lambda =  -0.3383427 
## Iteration 7 lambda =  -0.3489645 
## Iteration 8 lambda =  -0.3542753 
## Iteration 9 lambda =  -0.3569308 
## Iteration 10 lambda =  -0.3582585 
## Iteration 11 lambda =  -0.3589224 
## Iteration 12 lambda =  -0.3592543 
## Iteration 13 lambda =  -0.3594203 
## Iteration 14 lambda =  -0.3595032 
## Iteration 15 lambda =  -0.3595447 
## Iteration 16 lambda =  -0.3595655 
## Iteration 17 lambda =  -0.3595758 
## Iteration 18 lambda =  -0.359581 
## Iteration 19 lambda =  -0.3595836 
## Iteration 20 lambda =  -0.3595849 
## Iteration 21 lambda =  -0.3595856 
## Iteration 22 lambda =  -0.3595859 
## Iteration 23 lambda =  -0.3595861 
## Iteration 24 lambda =  -0.3595861 
## Iteration 1 lambda =  0.3139657 
## Iteration 2 lambda =  -0.02905143 
## Iteration 3 lambda =  -0.20056 
## Iteration 4 lambda =  -0.2863143 
## Iteration 5 lambda =  -0.3291914 
## Iteration 6 lambda =  -0.35063 
## Iteration 7 lambda =  -0.3613493 
## Iteration 8 lambda =  -0.3667089 
## Iteration 9 lambda =  -0.3693888 
## Iteration 10 lambda =  -0.3707287 
## Iteration 11 lambda =  -0.3713986 
## Iteration 12 lambda =  -0.3717336 
## Iteration 13 lambda =  -0.3719011 
## Iteration 14 lambda =  -0.3719848 
## Iteration 15 lambda =  -0.3720267 
## Iteration 16 lambda =  -0.3720476 
## Iteration 17 lambda =  -0.3720581 
## Iteration 18 lambda =  -0.3720633 
## Iteration 19 lambda =  -0.372066 
## Iteration 20 lambda =  -0.3720673 
## Iteration 21 lambda =  -0.3720679 
## Iteration 22 lambda =  -0.3720683 
## Iteration 23 lambda =  -0.3720684 
## Iteration 24 lambda =  -0.3720685 
## Iteration 1 lambda =  0.2964594 
## Iteration 2 lambda =  -0.05531085 
## Iteration 3 lambda =  -0.231196 
## Iteration 4 lambda =  -0.3191386 
## Iteration 5 lambda =  -0.3631099 
## Iteration 6 lambda =  -0.3850955 
## Iteration 7 lambda =  -0.3960883 
## Iteration 8 lambda =  -0.4015847 
## Iteration 9 lambda =  -0.4043329 
## Iteration 10 lambda =  -0.405707 
## Iteration 11 lambda =  -0.4063941 
## Iteration 12 lambda =  -0.4067376 
## Iteration 13 lambda =  -0.4069094 
## Iteration 14 lambda =  -0.4069953 
## Iteration 15 lambda =  -0.4070382 
## Iteration 16 lambda =  -0.4070597 
## Iteration 17 lambda =  -0.4070704 
## Iteration 18 lambda =  -0.4070758 
## Iteration 19 lambda =  -0.4070785 
## Iteration 20 lambda =  -0.4070798 
## Iteration 21 lambda =  -0.4070805 
## Iteration 22 lambda =  -0.4070808 
## Iteration 23 lambda =  -0.407081 
## Iteration 24 lambda =  -0.4070811 
## Iteration 1 lambda =  0.3095127 
## Iteration 2 lambda =  -0.03573098 
## Iteration 3 lambda =  -0.2083528 
## Iteration 4 lambda =  -0.2946637 
## Iteration 5 lambda =  -0.3378192 
## Iteration 6 lambda =  -0.3593969 
## Iteration 7 lambda =  -0.3701858 
## Iteration 8 lambda =  -0.3755802 
## Iteration 9 lambda =  -0.3782774 
## Iteration 10 lambda =  -0.379626 
## Iteration 11 lambda =  -0.3803003 
## Iteration 12 lambda =  -0.3806375 
## Iteration 13 lambda =  -0.3808061 
## Iteration 14 lambda =  -0.3808904 
## Iteration 15 lambda =  -0.3809325 
## Iteration 16 lambda =  -0.3809536 
## Iteration 17 lambda =  -0.3809641 
## Iteration 18 lambda =  -0.3809694 
## Iteration 19 lambda =  -0.380972 
## Iteration 20 lambda =  -0.3809733 
## Iteration 21 lambda =  -0.380974 
## Iteration 22 lambda =  -0.3809743 
## Iteration 23 lambda =  -0.3809745 
## Iteration 24 lambda =  -0.3809746 
## Iteration 1 lambda =  0.3210959 
## Iteration 2 lambda =  -0.01835617 
## Iteration 3 lambda =  -0.1880822 
## Iteration 4 lambda =  -0.2729452 
## Iteration 5 lambda =  -0.3153767 
## Iteration 6 lambda =  -0.3365925 
## Iteration 7 lambda =  -0.3472004 
## Iteration 8 lambda =  -0.3525043 
## Iteration 9 lambda =  -0.3551563 
## Iteration 10 lambda =  -0.3564822 
## Iteration 11 lambda =  -0.3571452 
## Iteration 12 lambda =  -0.3574767 
## Iteration 13 lambda =  -0.3576425 
## Iteration 14 lambda =  -0.3577254 
## Iteration 15 lambda =  -0.3577668 
## Iteration 16 lambda =  -0.3577875 
## Iteration 17 lambda =  -0.3577979 
## Iteration 18 lambda =  -0.3578031 
## Iteration 19 lambda =  -0.3578056 
## Iteration 20 lambda =  -0.3578069 
## Iteration 21 lambda =  -0.3578076 
## Iteration 22 lambda =  -0.3578079 
## Iteration 23 lambda =  -0.3578081 
## Iteration 24 lambda =  -0.3578082 
## Iteration 1 lambda =  0.3168641 
## Iteration 2 lambda =  -0.0247038 
## Iteration 3 lambda =  -0.1954878 
## Iteration 4 lambda =  -0.2808797 
## Iteration 5 lambda =  -0.3235757 
## Iteration 6 lambda =  -0.3449237 
## Iteration 7 lambda =  -0.3555977 
## Iteration 8 lambda =  -0.3609347 
## Iteration 9 lambda =  -0.3636032 
## Iteration 10 lambda =  -0.3649375 
## Iteration 11 lambda =  -0.3656046 
## Iteration 12 lambda =  -0.3659382 
## Iteration 13 lambda =  -0.3661049 
## Iteration 14 lambda =  -0.3661883 
## Iteration 15 lambda =  -0.36623 
## Iteration 16 lambda =  -0.3662509 
## Iteration 17 lambda =  -0.3662613 
## Iteration 18 lambda =  -0.3662665 
## Iteration 19 lambda =  -0.3662691 
## Iteration 20 lambda =  -0.3662704 
## Iteration 21 lambda =  -0.3662711 
## Iteration 22 lambda =  -0.3662714 
## Iteration 23 lambda =  -0.3662716 
## Iteration 24 lambda =  -0.3662716 
## Iteration 1 lambda =  0.2954941 
## Iteration 2 lambda =  -0.05675884 
## Iteration 3 lambda =  -0.2328853 
## Iteration 4 lambda =  -0.3209486 
## Iteration 5 lambda =  -0.3649802 
## Iteration 6 lambda =  -0.386996 
## Iteration 7 lambda =  -0.3980039 
## Iteration 8 lambda =  -0.4035078 
## Iteration 9 lambda =  -0.4062598 
## Iteration 10 lambda =  -0.4076358 
## Iteration 11 lambda =  -0.4083238 
## Iteration 12 lambda =  -0.4086678 
## Iteration 13 lambda =  -0.4088398 
## Iteration 14 lambda =  -0.4089258 
## Iteration 15 lambda =  -0.4089688 
## Iteration 16 lambda =  -0.4089903 
## Iteration 17 lambda =  -0.409001 
## Iteration 18 lambda =  -0.4090064 
## Iteration 19 lambda =  -0.4090091 
## Iteration 20 lambda =  -0.4090104 
## Iteration 21 lambda =  -0.4090111 
## Iteration 22 lambda =  -0.4090115 
## Iteration 23 lambda =  -0.4090116 
## Iteration 24 lambda =  -0.4090117 
## Iteration 1 lambda =  0.3042029 
## Iteration 2 lambda =  -0.04369565 
## Iteration 3 lambda =  -0.2176449 
## Iteration 4 lambda =  -0.3046196 
## Iteration 5 lambda =  -0.3481069 
## Iteration 6 lambda =  -0.3698505 
## Iteration 7 lambda =  -0.3807224 
## Iteration 8 lambda =  -0.3861583 
## Iteration 9 lambda =  -0.3888762 
## Iteration 10 lambda =  -0.3902352 
## Iteration 11 lambda =  -0.3909147 
## Iteration 12 lambda =  -0.3912545 
## Iteration 13 lambda =  -0.3914243 
## Iteration 14 lambda =  -0.3915093 
## Iteration 15 lambda =  -0.3915517 
## Iteration 16 lambda =  -0.391573 
## Iteration 17 lambda =  -0.3915836 
## Iteration 18 lambda =  -0.3915889 
## Iteration 19 lambda =  -0.3915915 
## Iteration 20 lambda =  -0.3915929 
## Iteration 21 lambda =  -0.3915935 
## Iteration 22 lambda =  -0.3915939 
## Iteration 23 lambda =  -0.391594 
## Iteration 24 lambda =  -0.3915941 
## Iteration 1 lambda =  0.3310872 
## Iteration 2 lambda =  -0.003369224 
## Iteration 3 lambda =  -0.1705974 
## Iteration 4 lambda =  -0.2542115 
## Iteration 5 lambda =  -0.2960186 
## Iteration 6 lambda =  -0.3169221 
## Iteration 7 lambda =  -0.3273739 
## Iteration 8 lambda =  -0.3325998 
## Iteration 9 lambda =  -0.3352127 
## Iteration 10 lambda =  -0.3365192 
## Iteration 11 lambda =  -0.3371724 
## Iteration 12 lambda =  -0.337499 
## Iteration 13 lambda =  -0.3376623 
## Iteration 14 lambda =  -0.337744 
## Iteration 15 lambda =  -0.3377848 
## Iteration 16 lambda =  -0.3378052 
## Iteration 17 lambda =  -0.3378154 
## Iteration 18 lambda =  -0.3378205 
## Iteration 19 lambda =  -0.3378231 
## Iteration 20 lambda =  -0.3378244 
## Iteration 21 lambda =  -0.337825 
## Iteration 22 lambda =  -0.3378253 
## Iteration 23 lambda =  -0.3378255 
## Iteration 24 lambda =  -0.3378256 
## Iteration 1 lambda =  0.3213566 
## Iteration 2 lambda =  -0.01796513 
## Iteration 3 lambda =  -0.187626 
## Iteration 4 lambda =  -0.2724564 
## Iteration 5 lambda =  -0.3148716 
## Iteration 6 lambda =  -0.3360792 
## Iteration 7 lambda =  -0.346683 
## Iteration 8 lambda =  -0.3519849 
## Iteration 9 lambda =  -0.3546359 
## Iteration 10 lambda =  -0.3559614 
## Iteration 11 lambda =  -0.3566241 
## Iteration 12 lambda =  -0.3569555 
## Iteration 13 lambda =  -0.3571212 
## Iteration 14 lambda =  -0.357204 
## Iteration 15 lambda =  -0.3572454 
## Iteration 16 lambda =  -0.3572661 
## Iteration 17 lambda =  -0.3572765 
## Iteration 18 lambda =  -0.3572817 
## Iteration 19 lambda =  -0.3572843 
## Iteration 20 lambda =  -0.3572856 
## Iteration 21 lambda =  -0.3572862 
## Iteration 22 lambda =  -0.3572865 
## Iteration 23 lambda =  -0.3572867 
## Iteration 24 lambda =  -0.3572868 
## Iteration 1 lambda =  0.2883988 
## Iteration 2 lambda =  -0.06740187 
## Iteration 3 lambda =  -0.2453022 
## Iteration 4 lambda =  -0.3342523 
## Iteration 5 lambda =  -0.3787274 
## Iteration 6 lambda =  -0.400965 
## Iteration 7 lambda =  -0.4120837 
## Iteration 8 lambda =  -0.4176431 
## Iteration 9 lambda =  -0.4204228 
## Iteration 10 lambda =  -0.4218127 
## Iteration 11 lambda =  -0.4225076 
## Iteration 12 lambda =  -0.422855 
## Iteration 13 lambda =  -0.4230288 
## Iteration 14 lambda =  -0.4231156 
## Iteration 15 lambda =  -0.4231591 
## Iteration 16 lambda =  -0.4231808 
## Iteration 17 lambda =  -0.4231916 
## Iteration 18 lambda =  -0.4231971 
## Iteration 19 lambda =  -0.4231998 
## Iteration 20 lambda =  -0.4232011 
## Iteration 21 lambda =  -0.4232018 
## Iteration 22 lambda =  -0.4232022 
## Iteration 23 lambda =  -0.4232023 
## Iteration 24 lambda =  -0.4232024 
## Iteration 1 lambda =  0.3201909 
## Iteration 2 lambda =  -0.01971368 
## Iteration 3 lambda =  -0.189666 
## Iteration 4 lambda =  -0.2746421 
## Iteration 5 lambda =  -0.3171302 
## Iteration 6 lambda =  -0.3383742 
## Iteration 7 lambda =  -0.3489962 
## Iteration 8 lambda =  -0.3543072 
## Iteration 9 lambda =  -0.3569627 
## Iteration 10 lambda =  -0.3582905 
## Iteration 11 lambda =  -0.3589544 
## Iteration 12 lambda =  -0.3592863 
## Iteration 13 lambda =  -0.3594523 
## Iteration 14 lambda =  -0.3595353 
## Iteration 15 lambda =  -0.3595768 
## Iteration 16 lambda =  -0.3595975 
## Iteration 17 lambda =  -0.3596079 
## Iteration 18 lambda =  -0.3596131 
## Iteration 19 lambda =  -0.3596157 
## Iteration 20 lambda =  -0.3596169 
## Iteration 21 lambda =  -0.3596176 
## Iteration 22 lambda =  -0.3596179 
## Iteration 23 lambda =  -0.3596181 
## Iteration 24 lambda =  -0.3596182 
## Iteration 1 lambda =  0.3213149 
## Iteration 2 lambda =  -0.01802765 
## Iteration 3 lambda =  -0.1876989 
## Iteration 4 lambda =  -0.2725346 
## Iteration 5 lambda =  -0.3149524 
## Iteration 6 lambda =  -0.3361613 
## Iteration 7 lambda =  -0.3467657 
## Iteration 8 lambda =  -0.352068 
## Iteration 9 lambda =  -0.3547191 
## Iteration 10 lambda =  -0.3560446 
## Iteration 11 lambda =  -0.3567074 
## Iteration 12 lambda =  -0.3570388 
## Iteration 13 lambda =  -0.3572045 
## Iteration 14 lambda =  -0.3572873 
## Iteration 15 lambda =  -0.3573288 
## Iteration 16 lambda =  -0.3573495 
## Iteration 17 lambda =  -0.3573598 
## Iteration 18 lambda =  -0.357365 
## Iteration 19 lambda =  -0.3573676 
## Iteration 20 lambda =  -0.3573689 
## Iteration 21 lambda =  -0.3573695 
## Iteration 22 lambda =  -0.3573699 
## Iteration 23 lambda =  -0.35737 
## Iteration 24 lambda =  -0.3573701 
## Iteration 1 lambda =  0.3101141 
## Iteration 2 lambda =  -0.03482883 
## Iteration 3 lambda =  -0.2073003 
## Iteration 4 lambda =  -0.293536 
## Iteration 5 lambda =  -0.3366539 
## Iteration 6 lambda =  -0.3582128 
## Iteration 7 lambda =  -0.3689923 
## Iteration 8 lambda =  -0.374382 
## Iteration 9 lambda =  -0.3770769 
## Iteration 10 lambda =  -0.3784243 
## Iteration 11 lambda =  -0.3790981 
## Iteration 12 lambda =  -0.3794349 
## Iteration 13 lambda =  -0.3796033 
## Iteration 14 lambda =  -0.3796876 
## Iteration 15 lambda =  -0.3797297 
## Iteration 16 lambda =  -0.3797507 
## Iteration 17 lambda =  -0.3797612 
## Iteration 18 lambda =  -0.3797665 
## Iteration 19 lambda =  -0.3797691 
## Iteration 20 lambda =  -0.3797705 
## Iteration 21 lambda =  -0.3797711 
## Iteration 22 lambda =  -0.3797714 
## Iteration 23 lambda =  -0.3797716 
## Iteration 24 lambda =  -0.3797717 
## Iteration 1 lambda =  0.3386027 
## Iteration 2 lambda =  0.00790407 
## Iteration 3 lambda =  -0.1574453 
## Iteration 4 lambda =  -0.2401199 
## Iteration 5 lambda =  -0.2814572 
## Iteration 6 lambda =  -0.3021259 
## Iteration 7 lambda =  -0.3124602 
## Iteration 8 lambda =  -0.3176274 
## Iteration 9 lambda =  -0.320211 
## Iteration 10 lambda =  -0.3215028 
## Iteration 11 lambda =  -0.3221487 
## Iteration 12 lambda =  -0.3224716 
## Iteration 13 lambda =  -0.3226331 
## Iteration 14 lambda =  -0.3227138 
## Iteration 15 lambda =  -0.3227542 
## Iteration 16 lambda =  -0.3227744 
## Iteration 17 lambda =  -0.3227845 
## Iteration 18 lambda =  -0.3227895 
## Iteration 19 lambda =  -0.3227921 
## Iteration 20 lambda =  -0.3227933 
## Iteration 21 lambda =  -0.3227939 
## Iteration 22 lambda =  -0.3227943 
## Iteration 23 lambda =  -0.3227944 
## Iteration 24 lambda =  -0.3227945 
## Iteration 1 lambda =  0.2795533 
## Iteration 2 lambda =  -0.08066998 
## Iteration 3 lambda =  -0.2607816 
## Iteration 4 lambda =  -0.3508375 
## Iteration 5 lambda =  -0.3958654 
## Iteration 6 lambda =  -0.4183793 
## Iteration 7 lambda =  -0.4296363 
## Iteration 8 lambda =  -0.4352648 
## Iteration 9 lambda =  -0.4380791 
## Iteration 10 lambda =  -0.4394862 
## Iteration 11 lambda =  -0.4401897 
## Iteration 12 lambda =  -0.4405415 
## Iteration 13 lambda =  -0.4407174 
## Iteration 14 lambda =  -0.4408054 
## Iteration 15 lambda =  -0.4408493 
## Iteration 16 lambda =  -0.4408713 
## Iteration 17 lambda =  -0.4408823 
## Iteration 18 lambda =  -0.4408878 
## Iteration 19 lambda =  -0.4408906 
## Iteration 20 lambda =  -0.4408919 
## Iteration 21 lambda =  -0.4408926 
## Iteration 22 lambda =  -0.440893 
## Iteration 23 lambda =  -0.4408931 
## Iteration 24 lambda =  -0.4408932 
## Iteration 1 lambda =  0.276145 
## Iteration 2 lambda =  -0.08578247 
## Iteration 3 lambda =  -0.2667462 
## Iteration 4 lambda =  -0.3572281 
## Iteration 5 lambda =  -0.402469 
## Iteration 6 lambda =  -0.4250895 
## Iteration 7 lambda =  -0.4363997 
## Iteration 8 lambda =  -0.4420548 
## Iteration 9 lambda =  -0.4448824 
## Iteration 10 lambda =  -0.4462962 
## Iteration 11 lambda =  -0.4470031 
## Iteration 12 lambda =  -0.4473565 
## Iteration 13 lambda =  -0.4475332 
## Iteration 14 lambda =  -0.4476216 
## Iteration 15 lambda =  -0.4476658 
## Iteration 16 lambda =  -0.4476879 
## Iteration 17 lambda =  -0.4476989 
## Iteration 18 lambda =  -0.4477044 
## Iteration 19 lambda =  -0.4477072 
## Iteration 20 lambda =  -0.4477086 
## Iteration 21 lambda =  -0.4477093 
## Iteration 22 lambda =  -0.4477096 
## Iteration 23 lambda =  -0.4477098 
## Iteration 24 lambda =  -0.4477099 
## Iteration 1 lambda =  0.2989156 
## Iteration 2 lambda =  -0.05162656 
## Iteration 3 lambda =  -0.2268977 
## Iteration 4 lambda =  -0.3145332 
## Iteration 5 lambda =  -0.358351 
## Iteration 6 lambda =  -0.3802599 
## Iteration 7 lambda =  -0.3912143 
## Iteration 8 lambda =  -0.3966915 
## Iteration 9 lambda =  -0.3994301 
## Iteration 10 lambda =  -0.4007994 
## Iteration 11 lambda =  -0.4014841 
## Iteration 12 lambda =  -0.4018264 
## Iteration 13 lambda =  -0.4019976 
## Iteration 14 lambda =  -0.4020832 
## Iteration 15 lambda =  -0.402126 
## Iteration 16 lambda =  -0.4021474 
## Iteration 17 lambda =  -0.402158 
## Iteration 18 lambda =  -0.4021634 
## Iteration 19 lambda =  -0.4021661 
## Iteration 20 lambda =  -0.4021674 
## Iteration 21 lambda =  -0.4021681 
## Iteration 22 lambda =  -0.4021684 
## Iteration 23 lambda =  -0.4021686 
## Iteration 24 lambda =  -0.4021687 
## Iteration 1 lambda =  0.3085194 
## Iteration 2 lambda =  -0.03722091 
## Iteration 3 lambda =  -0.2100911 
## Iteration 4 lambda =  -0.2965261 
## Iteration 5 lambda =  -0.3397437 
## Iteration 6 lambda =  -0.3613524 
## Iteration 7 lambda =  -0.3721568 
## Iteration 8 lambda =  -0.377559 
## Iteration 9 lambda =  -0.3802601 
## Iteration 10 lambda =  -0.3816107 
## Iteration 11 lambda =  -0.3822859 
## Iteration 12 lambda =  -0.3826236 
## Iteration 13 lambda =  -0.3827924 
## Iteration 14 lambda =  -0.3828768 
## Iteration 15 lambda =  -0.382919 
## Iteration 16 lambda =  -0.3829401 
## Iteration 17 lambda =  -0.3829507 
## Iteration 18 lambda =  -0.3829559 
## Iteration 19 lambda =  -0.3829586 
## Iteration 20 lambda =  -0.3829599 
## Iteration 21 lambda =  -0.3829606 
## Iteration 22 lambda =  -0.3829609 
## Iteration 23 lambda =  -0.382961 
## Iteration 24 lambda =  -0.3829611 
## Iteration 1 lambda =  0.3388783 
## Iteration 2 lambda =  0.008317435 
## Iteration 3 lambda =  -0.156963 
## Iteration 4 lambda =  -0.2396032 
## Iteration 5 lambda =  -0.2809233 
## Iteration 6 lambda =  -0.3015834 
## Iteration 7 lambda =  -0.3119134 
## Iteration 8 lambda =  -0.3170784 
## Iteration 9 lambda =  -0.3196609 
## Iteration 10 lambda =  -0.3209522 
## Iteration 11 lambda =  -0.3215978 
## Iteration 12 lambda =  -0.3219206 
## Iteration 13 lambda =  -0.322082 
## Iteration 14 lambda =  -0.3221627 
## Iteration 15 lambda =  -0.3222031 
## Iteration 16 lambda =  -0.3222232 
## Iteration 17 lambda =  -0.3222333 
## Iteration 18 lambda =  -0.3222384 
## Iteration 19 lambda =  -0.3222409 
## Iteration 20 lambda =  -0.3222422 
## Iteration 21 lambda =  -0.3222428 
## Iteration 22 lambda =  -0.3222431 
## Iteration 23 lambda =  -0.3222433 
## Iteration 24 lambda =  -0.3222433
# Output results to CSV
write.csv(results_mle, "results_mle.csv", row.names = FALSE)
write.csv(results_em, "results_em.csv", row.names = FALSE)
# Load simulation results
results_mle <- read.csv("results_mle.csv")
results_em <- read.csv("results_em.csv")
results <- results_mle
results['Estimated_Lambda_em']<- results_em$Estimated_Lambda
colnames(results) <- c("Sample_Size","censored_percents", "Lambda", "Estimated_Lambda_mle",'Estimated_Lambda_em')
write.csv(results, "results.csv", row.names = FALSE)
# 创建并列箱线图

par(mfrow = c(3, 3))
df1=results[results$Sample_Size==50 & results$censored_percents==10,]
boxplot(df1$Estimated_Lambda_mle,df1$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=50,k=10%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df2=results[results$Sample_Size==50 & results$censored_percents==20,]
boxplot(df2$Estimated_Lambda_mle,df2$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=50,k=20%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df3=results[results$Sample_Size==50 & results$censored_percents==50,]
boxplot(df3$Estimated_Lambda_mle,df3$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=50,k=50%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df4=results[results$Sample_Size==100 & results$censored_percents==10,]
boxplot(df4$Estimated_Lambda_mle,df4$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=100,k=10%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df5=results[results$Sample_Size==100 & results$censored_percents==20,]
boxplot(df5$Estimated_Lambda_mle,df5$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=100,k=20%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df6=results[results$Sample_Size==100 & results$censored_percents==50,]
boxplot(df6$Estimated_Lambda_mle,df6$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=100,k=50%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df7=results[results$Sample_Size==250 & results$censored_percents==10,]
boxplot(df7$Estimated_Lambda_mle,df7$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=250,k=10%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df8=results[results$Sample_Size==250 & results$censored_percents==20,]
boxplot(df8$Estimated_Lambda_mle,df8$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=250,k=20%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)
df9=results[results$Sample_Size==250 & results$censored_percents==50,]
boxplot(df9$Estimated_Lambda_mle,df9$Estimated_Lambda_em,
        names = c("mle", "em"),  # 设置箱线图的组名
        col = c("blue", "green"),  # 设置箱线图的颜色
        main = "n=250,k=50%",  # 设置标题
        xlab = "Columns", ylab = "Values"  # 设置坐标轴标签
)

#The larger the sample size, the better the estimate, and the larger the proportion of missing data, the poorer the estimate