TLQ_US
Cheng Hua
6/29/2021
Import the original data
library(haven)
Ori_data <- read_sav("Downloads/teaching_leading_oct2018_v12_leadership_copy.sav")
summary(Ori_data)## District_ID School_ID tsl1 tsl2
## Min. : 1.000 Min. : 1.0 Min. :1.000 Min. :1.000
## 1st Qu.: 5.000 1st Qu.: 8.0 1st Qu.:4.000 1st Qu.:4.000
## Median : 7.000 Median :14.0 Median :4.000 Median :4.000
## Mean : 8.383 Mean :16.8 Mean :4.039 Mean :4.006
## 3rd Qu.:12.000 3rd Qu.:26.0 3rd Qu.:5.000 3rd Qu.:5.000
## Max. :20.000 Max. :38.0 Max. :5.000 Max. :5.000
## NA's :546 NA's :548 NA's :720 NA's :720
## tsl3 tsl4 tsl5 tsl6
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:4.000 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:4.000
## Median :4.000 Median :4.000 Median :4.000 Median :4.000
## Mean :4.331 Mean :3.959 Mean :3.907 Mean :4.084
## 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000
## Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000
## NA's :720 NA's :720 NA's :720 NA's :720
## tsl7 tsl8 tsl9 tsl10 tsl11
## Min. :1.000 Min. :1.00 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:4.000 1st Qu.:3.00 1st Qu.:4.000 1st Qu.:3.000 1st Qu.:4.000
## Median :4.000 Median :4.00 Median :4.000 Median :4.000 Median :4.000
## Mean :4.112 Mean :3.95 Mean :3.993 Mean :3.921 Mean :4.251
## 3rd Qu.:5.000 3rd Qu.:5.00 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000
## Max. :5.000 Max. :5.00 Max. :5.000 Max. :5.000 Max. :5.000
## NA's :721 NA's :721 NA's :721 NA's :721 NA's :721
## tsl12 tsl13 tsl14 tsl15
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:4.000
## Median :4.000 Median :4.000 Median :4.000 Median :4.000
## Mean :3.825 Mean :3.827 Mean :3.894 Mean :3.995
## 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000
## Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.000
## NA's :721 NA's :721 NA's :721 NA's :721
## tsl16 tsl17 tsl18 tsl19 tsl20
## Min. :1.000 Min. :1.000 Min. :1.000 Min. :1.00 Min. :1.000
## 1st Qu.:4.000 1st Qu.:3.000 1st Qu.:3.000 1st Qu.:3.00 1st Qu.:4.000
## Median :4.000 Median :4.000 Median :4.000 Median :4.00 Median :4.000
## Mean :3.978 Mean :3.903 Mean :3.916 Mean :3.68 Mean :4.298
## 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:5.000 3rd Qu.:4.00 3rd Qu.:5.000
## Max. :5.000 Max. :5.000 Max. :5.000 Max. :5.00 Max. :5.000
## NA's :721 NA's :721 NA's :721 NA's :721 NA's :721
## tsl21 tsl22 tbi1 tbi105 tbi106
## Min. :1.000 Min. :1.00 Min. :1.000 Min. :1.000 Min. :1.000
## 1st Qu.:4.000 1st Qu.:4.00 1st Qu.:1.000 1st Qu.:2.000 1st Qu.:1.000
## Median :4.000 Median :4.00 Median :2.000 Median :2.000 Median :1.000
## Mean :4.101 Mean :4.02 Mean :1.893 Mean :2.646 Mean :1.318
## 3rd Qu.:5.000 3rd Qu.:5.00 3rd Qu.:3.000 3rd Qu.:4.000 3rd Qu.:2.000
## Max. :5.000 Max. :5.00 Max. :3.000 Max. :4.000 Max. :3.000
## NA's :721 NA's :721 NA's :725 NA's :724 NA's :724
## tbi2
## Min. :1.00
## 1st Qu.:2.00
## Median :2.00
## Mean :1.79
## 3rd Qu.:2.00
## Max. :2.00
## NA's :724Clean the data
# Select the data we need
target_data <- Ori_data[,-c(1,2,25)]
# Remove observations has more than 5 missing values
cnt_na <- apply(target_data, 1, function(z) sum(is.na(z)))
cleaned_data <- target_data[cnt_na<5,]
# Omit the missing data
clean_data <- na.omit(Ori_data)
# Take out the response matrix
clean_matrix <- clean_data[,c(3:24)]
# After kicking out all the observations contains missing value, we still have 1322 completed observations left which still will be regarded as a decent number of our analysis.Descriptive Analysis
First, we take a look at the overall data.
library(psych)
summary_big <- describe(clean_data)
summary <- describe(clean_matrix)
mean(summary$mean) # Total_mean=4.00## [1] 3.999381mean(summary$sd) # Mean_sd=0.97## [1] 0.9667558Then, we take out these data that contains all unique responses.
library(dplyr)
## Take the observation with non-unique values
TL_data_clean <- clean_matrix[rowSums(clean_matrix[-1] != clean_matrix[[2]], na.rm = TRUE) != 0,]
## Descriptive Analysis
summary <- describe(TL_data_clean)
summary## vars n mean sd median trimmed mad min max range skew kurtosis se
## tsl1 1 1090 3.94 0.99 4 4.07 1.48 1 5 4 -0.98 0.69 0.03
## tsl2 2 1090 3.90 1.00 4 4.03 1.48 1 5 4 -0.90 0.48 0.03
## tsl3 3 1090 4.29 0.84 4 4.44 1.48 1 5 4 -1.45 2.57 0.03
## tsl4 4 1090 3.84 0.98 4 3.95 1.48 1 5 4 -0.81 0.43 0.03
## tsl5 5 1090 3.78 1.05 4 3.90 1.48 1 5 4 -0.78 0.13 0.03
## tsl6 6 1090 3.99 0.95 4 4.12 1.48 1 5 4 -1.05 1.08 0.03
## tsl7 7 1090 4.03 0.96 4 4.16 1.48 1 5 4 -1.10 1.17 0.03
## tsl8 8 1090 3.83 1.11 4 3.97 1.48 1 5 4 -0.87 0.07 0.03
## tsl9 9 1090 3.88 1.01 4 4.01 1.48 1 5 4 -0.87 0.36 0.03
## tsl10 10 1090 3.80 1.05 4 3.91 1.48 1 5 4 -0.77 0.03 0.03
## tsl11 11 1090 4.19 0.87 4 4.32 1.48 1 5 4 -1.30 2.13 0.03
## tsl12 12 1090 3.68 1.04 4 3.77 1.48 1 5 4 -0.66 -0.01 0.03
## tsl13 13 1090 3.68 0.94 4 3.75 1.48 1 5 4 -0.49 0.07 0.03
## tsl14 14 1090 3.76 0.92 4 3.82 1.48 1 5 4 -0.52 0.14 0.03
## tsl15 15 1090 3.88 0.95 4 3.99 1.48 1 5 4 -0.80 0.38 0.03
## tsl16 16 1090 3.86 1.00 4 3.99 1.48 1 5 4 -0.89 0.49 0.03
## tsl17 17 1090 3.77 1.00 4 3.88 1.48 1 5 4 -0.73 0.21 0.03
## tsl18 18 1090 3.79 1.04 4 3.91 1.48 1 5 4 -0.81 0.20 0.03
## tsl19 19 1090 3.50 1.04 4 3.56 1.48 1 5 4 -0.45 -0.21 0.03
## tsl20 20 1090 4.25 0.80 4 4.36 1.48 1 5 4 -1.20 2.15 0.02
## tsl21 21 1090 4.01 0.89 4 4.10 1.48 1 5 4 -0.80 0.59 0.03
## tsl22 22 1090 3.91 0.92 4 4.00 1.48 1 5 4 -0.84 0.80 0.03mean(summary$mean) # Total_mean=3.89 Dropped from 4.0## [1] 3.890075mean(summary$sd) # Mean_sd=0.97 almost the same## [1] 0.9702695library("Hmisc")## Loading required package: lattice## Loading required package: survival## Loading required package: Formula## Loading required package: ggplot2##
## Attaching package: 'ggplot2'## The following objects are masked from 'package:psych':
##
## %+%, alpha##
## Attaching package: 'Hmisc'## The following objects are masked from 'package:dplyr':
##
## src, summarize## The following object is masked from 'package:psych':
##
## describe## The following objects are masked from 'package:base':
##
## format.pval, units# Check the correlation matrix
cor(TL_data_clean, method = "pearson", use = "complete.obs")## tsl1 tsl2 tsl3 tsl4 tsl5 tsl6 tsl7
## tsl1 1.0000000 0.7069194 0.6178084 0.6590043 0.6066023 0.5627583 0.7005118
## tsl2 0.7069194 1.0000000 0.5975097 0.6186384 0.5682209 0.5187206 0.6246512
## tsl3 0.6178084 0.5975097 1.0000000 0.5835122 0.5398672 0.5428277 0.6480235
## tsl4 0.6590043 0.6186384 0.5835122 1.0000000 0.7502123 0.6321799 0.6565131
## tsl5 0.6066023 0.5682209 0.5398672 0.7502123 1.0000000 0.6785265 0.6596522
## tsl6 0.5627583 0.5187206 0.5428277 0.6321799 0.6785265 1.0000000 0.6353222
## tsl7 0.7005118 0.6246512 0.6480235 0.6565131 0.6596522 0.6353222 1.0000000
## tsl8 0.6711554 0.5947706 0.5231322 0.6160191 0.6226334 0.5644689 0.7160152
## tsl9 0.6279861 0.5804703 0.5435064 0.6386246 0.6407305 0.5971582 0.6941548
## tsl10 0.5852826 0.5704800 0.5170166 0.6444077 0.6376616 0.5647649 0.6397659
## tsl11 0.6343235 0.5689629 0.5885292 0.5626021 0.5411342 0.5728858 0.6175028
## tsl12 0.5681551 0.5994045 0.4588725 0.5995002 0.6163990 0.5566618 0.5962545
## tsl13 0.4824859 0.4540388 0.4668976 0.5041647 0.5117115 0.4526716 0.5070814
## tsl14 0.5353784 0.4995410 0.5018573 0.5382994 0.5487177 0.5133272 0.5794210
## tsl15 0.5992935 0.5648805 0.5029523 0.6515992 0.6428439 0.5823300 0.6237285
## tsl16 0.4595462 0.4370402 0.4615437 0.4987922 0.5096683 0.4258830 0.4982594
## tsl17 0.5547192 0.4985853 0.4998079 0.6591487 0.6471328 0.5504413 0.6044122
## tsl18 0.6390555 0.5969884 0.5156516 0.6408603 0.6534555 0.5645129 0.6807517
## tsl19 0.5326882 0.5133318 0.4025966 0.5459654 0.5552781 0.4549703 0.5748822
## tsl20 0.4760495 0.4760716 0.5187018 0.4612802 0.4379149 0.4344993 0.4863698
## tsl21 0.5480837 0.5416516 0.5475578 0.5915803 0.5664015 0.5037671 0.5665653
## tsl22 0.5273893 0.4758588 0.5210423 0.5495354 0.5058318 0.4991568 0.5514391
## tsl8 tsl9 tsl10 tsl11 tsl12 tsl13 tsl14
## tsl1 0.6711554 0.6279861 0.5852826 0.6343235 0.5681551 0.4824859 0.5353784
## tsl2 0.5947706 0.5804703 0.5704800 0.5689629 0.5994045 0.4540388 0.4995410
## tsl3 0.5231322 0.5435064 0.5170166 0.5885292 0.4588725 0.4668976 0.5018573
## tsl4 0.6160191 0.6386246 0.6444077 0.5626021 0.5995002 0.5041647 0.5382994
## tsl5 0.6226334 0.6407305 0.6376616 0.5411342 0.6163990 0.5117115 0.5487177
## tsl6 0.5644689 0.5971582 0.5647649 0.5728858 0.5566618 0.4526716 0.5133272
## tsl7 0.7160152 0.6941548 0.6397659 0.6175028 0.5962545 0.5070814 0.5794210
## tsl8 1.0000000 0.7028852 0.6151720 0.5693374 0.5971320 0.4864871 0.5434052
## tsl9 0.7028852 1.0000000 0.7053991 0.6293332 0.6399604 0.5318361 0.5682454
## tsl10 0.6151720 0.7053991 1.0000000 0.5790829 0.6165445 0.5260958 0.5496564
## tsl11 0.5693374 0.6293332 0.5790829 1.0000000 0.5926228 0.5175351 0.5648449
## tsl12 0.5971320 0.6399604 0.6165445 0.5926228 1.0000000 0.5952296 0.6138965
## tsl13 0.4864871 0.5318361 0.5260958 0.5175351 0.5952296 1.0000000 0.7641213
## tsl14 0.5434052 0.5682454 0.5496564 0.5648449 0.6138965 0.7641213 1.0000000
## tsl15 0.6089917 0.6405904 0.6250951 0.5910239 0.6186794 0.5227356 0.5802445
## tsl16 0.4267495 0.4753533 0.4756737 0.4455623 0.4888736 0.4587665 0.4607980
## tsl17 0.5469395 0.5614918 0.5759655 0.5497099 0.5720447 0.5326449 0.5203994
## tsl18 0.6914219 0.6487738 0.5930557 0.5844527 0.6426241 0.5013603 0.5491395
## tsl19 0.5884934 0.5455405 0.5605978 0.4366635 0.5807809 0.4654523 0.5053269
## tsl20 0.3777543 0.4494345 0.4192371 0.5656781 0.4263346 0.4291757 0.4469140
## tsl21 0.4911877 0.5597047 0.5375025 0.5468513 0.5627047 0.5053328 0.5281126
## tsl22 0.4916578 0.4968477 0.5063263 0.5289976 0.5124695 0.5030206 0.5415534
## tsl15 tsl16 tsl17 tsl18 tsl19 tsl20 tsl21
## tsl1 0.5992935 0.4595462 0.5547192 0.6390555 0.5326882 0.4760495 0.5480837
## tsl2 0.5648805 0.4370402 0.4985853 0.5969884 0.5133318 0.4760716 0.5416516
## tsl3 0.5029523 0.4615437 0.4998079 0.5156516 0.4025966 0.5187018 0.5475578
## tsl4 0.6515992 0.4987922 0.6591487 0.6408603 0.5459654 0.4612802 0.5915803
## tsl5 0.6428439 0.5096683 0.6471328 0.6534555 0.5552781 0.4379149 0.5664015
## tsl6 0.5823300 0.4258830 0.5504413 0.5645129 0.4549703 0.4344993 0.5037671
## tsl7 0.6237285 0.4982594 0.6044122 0.6807517 0.5748822 0.4863698 0.5665653
## tsl8 0.6089917 0.4267495 0.5469395 0.6914219 0.5884934 0.3777543 0.4911877
## tsl9 0.6405904 0.4753533 0.5614918 0.6487738 0.5455405 0.4494345 0.5597047
## tsl10 0.6250951 0.4756737 0.5759655 0.5930557 0.5605978 0.4192371 0.5375025
## tsl11 0.5910239 0.4455623 0.5497099 0.5844527 0.4366635 0.5656781 0.5468513
## tsl12 0.6186794 0.4888736 0.5720447 0.6426241 0.5807809 0.4263346 0.5627047
## tsl13 0.5227356 0.4587665 0.5326449 0.5013603 0.4654523 0.4291757 0.5053328
## tsl14 0.5802445 0.4607980 0.5203994 0.5491395 0.5053269 0.4469140 0.5281126
## tsl15 1.0000000 0.4963466 0.5923827 0.6187399 0.5355842 0.4594445 0.5636239
## tsl16 0.4963466 1.0000000 0.6855832 0.5367847 0.4603685 0.4214827 0.5220019
## tsl17 0.5923827 0.6855832 1.0000000 0.6815357 0.5730757 0.4539502 0.5548705
## tsl18 0.6187399 0.5367847 0.6815357 1.0000000 0.6427984 0.4963119 0.5499259
## tsl19 0.5355842 0.4603685 0.5730757 0.6427984 1.0000000 0.3827427 0.5328894
## tsl20 0.4594445 0.4214827 0.4539502 0.4963119 0.3827427 1.0000000 0.6805361
## tsl21 0.5636239 0.5220019 0.5548705 0.5499259 0.5328894 0.6805361 1.0000000
## tsl22 0.5603194 0.4657292 0.5458072 0.5328200 0.5124374 0.4989775 0.6117236
## tsl22
## tsl1 0.5273893
## tsl2 0.4758588
## tsl3 0.5210423
## tsl4 0.5495354
## tsl5 0.5058318
## tsl6 0.4991568
## tsl7 0.5514391
## tsl8 0.4916578
## tsl9 0.4968477
## tsl10 0.5063263
## tsl11 0.5289976
## tsl12 0.5124695
## tsl13 0.5030206
## tsl14 0.5415534
## tsl15 0.5603194
## tsl16 0.4657292
## tsl17 0.5458072
## tsl18 0.5328200
## tsl19 0.5124374
## tsl20 0.4989775
## tsl21 0.6117236
## tsl22 1.0000000Principal Components / Factor Analysis
# Principal Components Analysis
# entering raw data and extracting PCs from the correlation matrix
fit <- princomp(TL_data_clean, cor=TRUE)
summary(fit) # print variance accounted for## Importance of components:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5
## Standard deviation 3.5683406 1.00456806 0.95427095 0.90340034 0.80658727
## Proportion of Variance 0.5787752 0.04587077 0.04139241 0.03709692 0.02957196
## Cumulative Proportion 0.5787752 0.62464600 0.66603841 0.70313533 0.73270728
## Comp.6 Comp.7 Comp.8 Comp.9 Comp.10
## Standard deviation 0.7709780 0.7288142 0.69936575 0.67766424 0.66591815
## Proportion of Variance 0.0270185 0.0241441 0.02223238 0.02087404 0.02015668
## Cumulative Proportion 0.7597258 0.7838699 0.80610227 0.82697631 0.84713299
## Comp.11 Comp.12 Comp.13 Comp.14 Comp.15
## Standard deviation 0.62501858 0.60260553 0.58285609 0.56532102 0.54619907
## Proportion of Variance 0.01775674 0.01650606 0.01544187 0.01452672 0.01356061
## Cumulative Proportion 0.86488973 0.88139579 0.89683766 0.91136438 0.92492499
## Comp.16 Comp.17 Comp.18 Comp.19 Comp.20
## Standard deviation 0.51159638 0.50090854 0.49409047 0.4881842 0.48093292
## Proportion of Variance 0.01189686 0.01140497 0.01109661 0.0108329 0.01051348
## Cumulative Proportion 0.93682185 0.94822682 0.95932343 0.9701563 0.98066981
## Comp.21 Comp.22
## Standard deviation 0.47547861 0.446300664
## Proportion of Variance 0.01027636 0.009053831
## Cumulative Proportion 0.99094617 1.000000000loadings(fit) # pc loadings##
## Loadings:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8 Comp.9 Comp.10
## tsl1 0.224 0.131 0.270 0.121 0.278 0.117 0.180
## tsl2 0.212 0.277 0.211 0.276 0.524 0.155 0.194
## tsl3 0.202 -0.136 0.385 -0.216 0.335 0.274 -0.292
## tsl4 0.229 0.127 -0.146 -0.206 -0.153 0.166 0.314
## tsl5 0.226 0.176 -0.146 -0.279 -0.243 0.256 -0.178
## tsl6 0.209 0.128 0.122 -0.438 -0.328 -0.330 0.127
## tsl7 0.233 0.152 0.152 0.118 0.105 -0.242 -0.135 -0.195
## tsl8 0.220 0.328 0.201 -0.291 -0.131
## tsl9 0.227 0.199 0.120 -0.305 -0.228 0.181 -0.282
## tsl10 0.220 0.170 -0.154 -0.206 0.483 -0.381
## tsl11 0.214 -0.107 0.208 0.200 -0.360 -0.309 0.381
## tsl12 0.219 -0.216 0.150 0.129 -0.247 0.255 0.291
## tsl13 0.196 -0.234 -0.395 0.445 -0.115 0.157 0.119 -0.119 -0.127
## tsl14 0.208 -0.172 -0.309 0.453 0.104 0.129 -0.147
## tsl15 0.222 -0.222 0.315 0.308
## tsl16 0.185 -0.221 -0.269 -0.466 -0.200 0.441 -0.181 0.184
## tsl17 0.217 -0.247 -0.396 -0.174 0.160 0.120
## tsl18 0.228 0.130 -0.174 0.220 -0.134 -0.355 0.153
## tsl19 0.200 0.117 -0.258 -0.176 0.544 0.209 -0.152 -0.159
## tsl20 0.179 -0.528 0.305 0.165 -0.196 -0.309 -0.282 -0.107
## tsl21 0.210 -0.381 -0.128 0.193 -0.279 0.168 -0.229
## tsl22 0.199 -0.286 0.117 -0.214 0.568 -0.349 0.341 0.279
## Comp.11 Comp.12 Comp.13 Comp.14 Comp.15 Comp.16 Comp.17 Comp.18 Comp.19
## tsl1 0.187 0.436 0.247 0.229 0.112 0.557
## tsl2 -0.124 0.139 -0.343 -0.244 -0.418
## tsl3 -0.184 -0.207 -0.552 -0.139 0.200
## tsl4 0.268 0.280 0.192 0.179 0.147
## tsl5 0.112 0.102 -0.542
## tsl6 -0.428 -0.222 -0.165 0.327 -0.131 -0.158 0.209 0.121
## tsl7 -0.177 0.663 0.143 0.178 -0.387
## tsl8 0.211 -0.250 0.229 -0.232 -0.101 -0.615
## tsl9 -0.142 0.203 -0.390 0.128 0.588
## tsl10 -0.145 0.349 0.166 -0.350 0.215 -0.264 0.144
## tsl11 -0.142 0.392 0.369 -0.197 -0.250
## tsl12 -0.419 -0.180 0.248 -0.402 0.295 0.194
## tsl13 0.108 0.106 -0.143 0.242 -0.112 0.134
## tsl14 0.107 -0.116 0.110 -0.247 0.159 -0.192
## tsl15 0.467 -0.290 -0.564 -0.203 0.128
## tsl16 -0.116 -0.341 0.188 -0.303
## tsl17 0.334 0.489 -0.110 -0.206
## tsl18 0.126 0.118 -0.272 -0.390 0.155 0.222
## tsl19 -0.268 0.192 -0.475 0.252 -0.127
## tsl20 0.164 -0.291 -0.118 0.106
## tsl21 -0.243 0.189 0.369 0.244 -0.178 -0.106
## tsl22 -0.106 0.289 -0.197 -0.135
## Comp.20 Comp.21 Comp.22
## tsl1 0.155
## tsl2 0.118
## tsl3 0.114
## tsl4 -0.147 -0.602 -0.266
## tsl5 0.538 0.123
## tsl6 -0.111
## tsl7 -0.154 -0.236
## tsl8 -0.163 -0.173 0.106
## tsl9 0.110 0.163
## tsl10 0.168
## tsl11 -0.198
## tsl12 -0.193 -0.120 0.148
## tsl13 -0.254 0.281 -0.423
## tsl14 0.359 -0.319 0.404
## tsl15
## tsl16 -0.130 -0.188
## tsl17 0.117 0.463
## tsl18 0.480 -0.299
## tsl19 -0.150
## tsl20 -0.384 -0.120 0.160
## tsl21 0.475 0.102 -0.106
## tsl22 -0.106
##
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8 Comp.9
## SS loadings 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000
## Proportion Var 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045
## Cumulative Var 0.045 0.091 0.136 0.182 0.227 0.273 0.318 0.364 0.409
## Comp.10 Comp.11 Comp.12 Comp.13 Comp.14 Comp.15 Comp.16 Comp.17
## SS loadings 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000
## Proportion Var 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045
## Cumulative Var 0.455 0.500 0.545 0.591 0.636 0.682 0.727 0.773
## Comp.18 Comp.19 Comp.20 Comp.21 Comp.22
## SS loadings 1.000 1.000 1.000 1.000 1.000
## Proportion Var 0.045 0.045 0.045 0.045 0.045
## Cumulative Var 0.818 0.864 0.909 0.955 1.000plot(fit,type="lines") # scree plot
fit$scores # the principal components## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5
## [1,] 3.199124249 1.813675e+00 0.1962372392 1.2599685914 -0.3147162522
## [2,] 3.333451952 6.144242e-01 -0.8475217412 -0.5472364499 -0.7643937705
## [3,] -5.463602164 8.538832e-02 -0.6300982028 -1.8507846937 0.0160741317
## [4,] 0.312760221 3.345458e-01 -0.1615719672 -0.4847978565 -0.1255679770
## [5,] 0.080748639 9.719158e-01 0.7529741167 -1.2803733572 -0.8222882289
## [6,] 4.762052500 -2.273788e-01 0.1453075119 0.8486131119 -0.6664931467
## [7,] 4.055410700 6.219721e-02 -0.0316842850 0.2616889997 0.5763850949
## [8,] 1.736572703 6.393442e-01 2.6362078412 -0.2886572865 -0.3914877799
## [9,] -0.420140515 -7.613825e-01 -1.2435578527 -0.2587636953 0.3543736073
## [10,] -0.606573036 -4.179849e-01 -0.2536106802 0.1966768474 -0.4240037918
## [11,] -4.799952207 1.962373e-01 0.3835859578 -0.7055875493 -0.5139538174
## [12,] 2.056152224 1.079289e+00 0.2044655560 -0.8072551463 -0.2108768522
## [13,] 0.299728690 9.662777e-01 1.0223647167 -0.3442057527 0.3062152661
## [14,] -2.307529648 8.728779e-02 0.2426881646 -0.8746738085 -1.8771557017
## [15,] 0.975595363 -8.819093e-01 0.4448374040 -0.4232540232 -0.7734365792
## [16,] 2.043890541 1.034270e+00 0.0282286932 0.1193651791 0.6628830534
## [17,] 1.993574058 -9.156218e-01 -0.6135117105 -1.0209350136 1.4313034899
## [18,] -2.087354754 -7.664184e-01 -0.2116831554 2.9873996783 -0.7794793362
## [19,] -0.395508377 1.258289e-01 -1.1557382810 0.2404740519 0.6240144169
## [20,] -3.523765193 2.873078e-01 -3.1531360658 -0.2759781973 0.3508248493
## [21,] -1.284523157 -2.309240e+00 0.8584191119 1.9724240961 -0.7198200486
## [22,] -1.422258594 -7.422877e-01 -0.0731442572 1.0527558995 -1.0438051636
## [23,] 0.919898258 2.787453e-01 -0.8736215601 -0.4678441811 0.0232204972
## [24,] -5.860329861 -2.069918e+00 -0.0993996588 -0.1429901285 0.1820626401
## [25,] 2.075218867 -3.871252e-01 0.6080352370 -0.3912243539 -0.3396646498
## [26,] -1.538475183 -5.877204e-01 -0.7650885050 -2.2472247518 0.2928708774
## [27,] 0.732273776 1.791459e-01 -0.3047093734 0.0519074968 -0.0373349626
## [28,] 0.984786712 -1.076023e+00 0.2474125342 -0.2198563855 0.4227978240
## [29,] 0.952741034 -6.740616e-01 -0.7312431252 -0.4890196031 -0.4153557507
## [30,] -1.023589260 -2.351773e-01 0.3650823241 -0.6843876424 0.1117196060
## [31,] -2.944851944 -8.413430e-01 -0.1260817677 -0.7706627870 -0.4949750690
## [32,] 1.855819349 5.784964e-01 1.0255860787 -0.1546785720 -0.4896001351
## [33,] -1.426427781 1.676438e+00 -0.0935902134 0.8766892374 -0.7934087909
## [34,] 4.915756438 -5.323836e-01 -0.3936324506 0.0920055561 -0.3499733258
## [35,] -2.542997399 -1.718459e+00 -0.4968121405 -0.6220296367 -1.3073955061
## [36,] -6.597665002 -1.679115e-01 -0.7517926732 0.1964149998 0.2776677164
## [37,] 4.947548411 -4.486160e-01 -0.1241299816 0.3808696597 -0.8666852123
## [38,] -3.254391480 7.246659e-01 -0.4992575942 -0.8931156877 -0.3284829753
## [39,] -2.589414189 2.401216e-02 -1.5389157461 -0.7225998997 0.4078873198
## [40,] -3.209006782 -1.705269e+00 -0.0437848998 1.0568579270 -0.8780973896
## [41,] 0.080840934 5.406768e-01 -0.4878572995 0.1952863387 -0.4324734725
## [42,] -1.047040355 4.780818e-01 0.0134616962 -0.5758595852 -0.6238376830
## [43,] 0.065248942 1.612567e-01 -0.4432008524 0.1395969399 -0.2341886815
## [44,] 5.121184075 -3.161822e-01 -0.8996568066 -0.0220271526 -0.0265793700
## [45,] -0.971648039 -1.791639e+00 1.0636990890 -2.7350211142 -0.0376033443
## [46,] -12.303005415 -1.221478e+00 -0.7896796749 -1.6262839616 1.0352976999
## [47,] 2.765982705 -2.809701e-01 -0.3081963974 0.4400039493 -0.7196701890
## [48,] 0.225729268 -1.088455e+00 -0.9866733213 -0.8664634529 1.2489311756
## [49,] 4.033075263 -8.537372e-01 -1.4006004058 -0.0382695829 -0.9346766066
## [50,] -9.444931404 -1.049051e+00 2.1271466492 -1.7758146434 1.7510786588
## [51,] -1.820669702 1.718347e+00 0.4446736675 1.6062174414 -0.1217025216
## [52,] -4.328445312 -2.222913e+00 -1.2598831487 0.2754453048 0.0646602178
## [53,] 1.434280056 5.076716e-02 0.2525438771 -0.3145504460 -0.6924156047
## [54,] -4.567327171 9.589653e-01 -0.6571928963 0.3249934481 0.4301792542
## [55,] -5.836137853 -3.732781e-01 -0.2806927580 -1.6763871384 -1.0522280354
## [56,] -4.361741062 9.114668e-01 -1.1905936162 -0.1841073311 -0.9107478552
## [57,] 2.773483094 2.817290e-01 1.3425657059 0.0378108277 -0.5512267348
## [58,] -0.395635102 4.536068e-01 -0.4759615017 0.7356508857 0.2640150796
## [59,] 2.060232126 -9.158694e-01 0.0770562906 1.2208340080 0.5979496717
## [60,] -3.660990268 -9.371302e-01 0.4957044077 -1.7519756073 0.6611655672
## [61,] 1.186926080 -1.506005e-01 0.7284415163 0.1180587027 0.3073673311
## [62,] -0.994866385 -2.136441e-02 0.1236946654 -1.1997417993 -0.5353051102
## [63,] -1.959124584 -9.182371e-01 -1.2597268631 -0.0762526736 0.4394670602
## [64,] 0.257336312 1.259756e+00 -0.5234826673 0.5790056242 -0.3679190488
## [65,] -2.229437204 -1.637248e+00 -0.6619742126 -0.6384497316 -1.9309516181
## [66,] 4.525968981 -6.732485e-01 0.1442254720 0.1794321895 -0.9567496839
## [67,] 1.343482498 -9.459045e-02 1.7173121055 1.5415541606 -1.4646404116
## [68,] -0.092644701 -3.461297e-01 -0.9803861703 1.4428930695 -0.1530050484
## [69,] -8.447565120 -1.652153e-01 0.1195855590 0.1227874409 -0.3584029218
## [70,] 0.298515088 2.281463e-01 -0.5137621867 0.1554716220 -0.3049570930
## [71,] 4.108250055 -3.069562e-02 -0.0998337865 0.5676670832 -1.8574482700
## [72,] 0.588710537 1.154495e+00 0.7866007790 -0.6877526090 -2.4228512684
## [73,] -1.724381040 1.350821e+00 -0.2168384395 -0.6859949925 -0.2885097566
## [74,] -0.178331718 -9.143813e-02 -0.9064990223 0.2761913154 1.1585925101
## [75,] -2.512416644 2.711876e-01 1.0479045584 -0.1626131619 -0.9499244411
## [76,] -4.586127320 2.342973e+00 -0.5209222703 0.3078534551 0.3547158615
## [77,] 3.651376081 7.749136e-01 0.4101143679 0.5760916115 -0.5261093742
## [78,] 2.706962037 -5.944380e-01 -0.7427909668 1.2869924000 -0.6468003603
## [79,] -0.549634899 -4.263657e-01 0.7142598265 0.9586557043 -0.1413324044
## [80,] -2.398335913 1.050730e+00 -0.7309011228 -0.1401942127 1.0398670552
## [81,] -2.303475390 -7.951502e-01 0.3088378653 0.7109323016 -0.3174161651
## [82,] -0.169484260 -8.435980e-02 -1.2474635775 -0.1786054322 0.0118294408
## [83,] 0.522974342 5.110036e-01 -0.7892159731 0.5727782840 -0.5589835389
## [84,] -1.195711596 -5.645419e-01 -0.0566073469 0.8094419173 -1.0684744644
## [85,] 3.837558090 2.185086e-01 0.1236638445 -0.9983977492 -0.3114798104
## [86,] -1.425962934 1.357675e+00 -0.7006031189 1.3148009610 -0.9977432053
## [87,] -1.875755455 1.329973e+00 -0.4776175960 1.5201701288 -0.5547644488
## [88,] -5.584237153 5.938271e-01 2.1669880253 0.4301089544 -0.5322333975
## [89,] 0.113019177 4.493835e-01 -0.2443246932 0.6232150742 -0.1047650273
## [90,] -0.646321517 8.745004e-01 -1.3180173993 0.0217737843 -0.5832136377
## [91,] 0.552253890 1.342954e-01 -0.2144185638 0.6434178578 -0.1244411664
## [92,] 4.931984903 -8.607553e-02 0.0465210037 -0.2630036836 -0.2191879282
## [93,] -0.478712485 -6.755382e-01 1.2151037160 1.4579338696 0.2456666802
## [94,] -8.886381842 2.354791e+00 -2.8541470532 -0.9875600320 1.4142013056
## [95,] -3.497923535 -1.735231e-01 0.8914791264 -0.5135467765 -1.2449185516
## [96,] -5.195121991 -6.203064e-02 -0.5553774637 -0.6091107002 -2.3490437799
## [97,] -1.874764703 1.370378e+00 1.2523406549 1.2137976754 0.1215968571
## [98,] -5.125315709 -2.374291e-01 0.1649462812 -2.1157451842 -1.2956679980
## [99,] 4.261996121 -2.553340e-01 -0.1447176838 0.3211281840 -0.8606386542
## [100,] 0.526108674 1.594087e+00 2.1659998237 -1.5242807230 -0.1023243775
## [101,] 4.675902871 -5.829861e-01 -1.3000485487 -0.0724724332 0.3140447215
## [102,] -1.526950016 6.114295e-01 1.2651813341 0.5305944805 -1.3859627336
## [103,] -7.255746950 5.077896e-01 -2.3978552380 -1.4927395947 -0.9620811804
## [104,] -12.468663795 1.716424e+00 -1.5405694047 0.4658191626 -1.3015322272
## [105,] -2.087502865 -7.444428e-01 0.2537444212 -0.7411007954 0.8100468396
## [106,] 4.064202420 9.389164e-01 -0.6271742646 1.2259019314 -0.6037474073
## [107,] -5.167831701 -2.597890e-02 -0.3715891661 -0.0315635645 -0.7228115490
## [108,] -1.653592923 8.238885e-03 -0.0921726180 0.5557134163 0.2071230514
## [109,] -0.787719753 3.660862e-01 0.0090269228 -0.0443418069 -0.6273550975
## [110,] 2.430237113 9.001790e-01 -1.4099377070 -1.0280491399 -0.5965342728
## [111,] 4.222345984 -7.755813e-01 -1.5108932461 -0.0356064481 0.3144510492
## [112,] 5.134938295 -5.169124e-01 -0.6569219330 -0.0311275007 0.0033810303
## [113,] -0.628737139 1.385949e+00 -0.8506084190 0.0142611515 0.3931296973
## [114,] 0.592305560 2.211142e-01 0.8693929056 0.5687040618 -0.6574522588
## [115,] 0.734402347 4.999825e-01 -0.6041840666 -0.0001007289 0.2234125629
## [116,] 3.375413536 1.340119e+00 -1.4741793199 0.8911083606 -1.1989683028
## [117,] 1.773997854 7.864100e-01 -0.6704954443 -0.0084774986 -0.3826542321
## [118,] -0.753722338 5.090737e-01 1.1381473406 -0.7867606849 0.1860508096
## [119,] 3.874827387 -1.870641e-01 0.9615587929 -0.9825300600 -0.5108493557
## [120,] 0.271208764 2.062962e-01 -0.8914960002 -0.0112273903 0.6825133868
## [121,] -4.133709297 8.508518e-01 -1.1495958871 -0.4648462795 0.0833627986
## [122,] 3.618984318 1.133120e+00 0.5382057987 -0.9623117538 -0.9735377759
## [123,] 3.147523089 -3.207548e-01 -0.3791404776 -1.8450264341 0.3530669884
## [124,] 1.670202763 -6.408412e-01 0.7105121157 -0.2145730309 -1.0139388496
## [125,] -0.981323701 -2.196779e+00 -0.5158564392 -0.8546263594 -1.4015470551
## [126,] -4.095689753 3.516197e-01 -0.1536402723 0.9904430950 1.1684543710
## [127,] -2.527829436 -5.622651e-01 -0.1985604737 -0.1167693291 -0.7016535940
## [128,] 0.523961398 3.599086e-01 -0.2417665095 0.2092394912 -0.1833894183
## [129,] -0.321351994 9.997864e-01 0.1271616018 -0.5941491237 0.1102985529
## [130,] 0.930798546 1.019065e-01 -1.5819989881 -2.1494928392 -0.3179041895
## [131,] -1.253474188 6.090251e-01 0.3953630878 -0.3560411675 -0.1777679844
## [132,] 4.277046803 -2.054820e-01 0.5155395122 -1.2866943463 -0.0410489415
## [133,] -2.911816509 1.341046e+00 1.2888066017 1.3905982566 -0.1547312560
## [134,] -0.306735239 1.447277e-01 0.8791740582 -0.0584402513 -0.3570513495
## [135,] -4.357520548 8.323426e-01 -0.9091161276 -0.9309404260 -0.8536318568
## [136,] 0.458865416 4.326310e-01 -1.0066325416 -0.4424787143 -0.1073868245
## [137,] 0.263788630 1.117314e-02 -0.8427401651 0.2272957833 -0.4349053793
## [138,] -2.872261245 -1.365003e+00 1.3678980715 1.2227759662 -0.0899399492
## [139,] -1.474360143 7.759845e-01 0.1930840779 -0.4454489389 -0.0967969221
## [140,] -0.363955819 -5.051227e-01 -0.4188590184 -0.6273952979 0.5247648888
## [141,] 0.292102252 7.920001e-02 -0.5084987418 -1.1571422053 -0.2336191116
## [142,] -2.172061522 9.307184e-02 -0.2942166214 -1.4791050490 -0.2473424634
## [143,] 3.218272521 5.340460e-02 0.4471693131 -0.2022539867 -0.4648379901
## [144,] 0.248132638 1.559184e+00 -1.3258156493 0.0333652213 0.0061535534
## [145,] -3.458605617 1.662706e+00 0.6788188841 -1.7635805548 0.2878583180
## [146,] 2.957789504 1.230109e+00 0.1775762731 -1.2410684934 -0.3042228246
## [147,] 0.569372828 4.806220e-01 1.5576953181 -0.2300294467 -0.3319375194
## [148,] 0.079277872 1.032957e-01 -0.4435406681 0.3228005891 -0.5162786428
## [149,] 0.708076550 4.320078e-01 -0.3426489953 0.1053940896 1.0145326465
## [150,] 4.298700022 -3.200226e-01 0.0839967123 1.2441629306 0.2830640111
## [151,] -1.746874093 2.638614e-01 -1.0353055271 -0.8931010995 0.9774200261
## [152,] 2.703192116 -1.077607e+00 -1.0387869957 -0.0095178058 1.4582835331
## [153,] 0.358416198 6.790964e-02 0.6738310849 0.1452286663 -0.7467235189
## [154,] -5.117542381 -8.422523e-01 1.0378825619 1.1829703965 1.7387171171
## [155,] 0.720377140 -1.940014e-01 -0.8513380104 -0.2954859170 -0.7300685745
## [156,] 0.305724957 -1.227458e-01 -0.1051900296 0.1244307998 -0.2248299893
## [157,] 0.301079011 -7.811523e-01 0.9340812242 0.8937165516 -0.7031512675
## [158,] 4.922402827 -2.289402e-02 -0.3475628431 0.2506627756 -0.4689228782
## [159,] 0.279099530 2.788780e-01 -0.5543721938 -0.1594677339 0.0956139797
## [160,] -0.597996617 7.465503e-02 -0.3563223388 -0.6386008814 -0.1236235015
## [161,] 3.424161200 1.045797e-01 -0.1536181927 -0.0592721976 -0.3417204375
## [162,] -4.546155903 5.170052e-01 -0.9938508347 -0.1200904200 -0.3329048165
## [163,] 4.954581070 -1.141873e-01 -0.1040302367 0.6785915111 -0.1412144330
## [164,] -0.397716202 -1.054958e-01 -1.4271815259 0.1560174336 0.2176647717
## [165,] -0.792740442 7.716396e-02 -0.7810186203 0.1682722425 -0.8293304772
## [166,] 0.256807728 -4.337748e-01 -0.8660012168 -0.1912708605 0.0281005100
## [167,] 4.917264141 -2.043819e-01 -0.6310170459 0.0086872160 -0.1241353492
## [168,] 3.401322088 1.026323e+00 -0.3174644668 1.2972136016 -0.9784090674
## [169,] -0.271258672 1.702534e-01 0.4513627399 1.5088187290 0.2753598504
## [170,] -0.841676605 1.727940e+00 -0.4650417919 -1.3713358037 -0.5734797867
## [171,] -2.787019388 1.801404e+00 -0.8867439231 -0.5657761059 -0.8778934909
## [172,] 1.167856087 5.324779e-01 -0.7720695678 -0.5387465646 -0.8212445145
## [173,] -2.080291898 5.489141e-01 -1.1137284793 0.6510034731 -1.5241875894
## [174,] -4.485904598 -2.882460e-01 1.0169404088 0.0982285679 0.7351758689
## [175,] -4.293264330 4.748583e-02 -0.3540218805 0.1039435014 -0.1461591884
## [176,] -2.765648762 4.542987e-01 0.6350810223 0.1165469941 0.9721399785
## [177,] 0.326471062 -1.930807e+00 0.4132469630 -1.1688479261 -0.5076998578
## [178,] 2.374188586 -8.977263e-01 1.4216128872 0.0824082466 -1.1554516774
## [179,] -0.561931111 -1.052438e-01 -0.7617084175 -0.5249834095 -0.7347007975
## [180,] -2.139392399 -9.439260e-01 -0.3694315955 -0.6883380984 -0.1566269929
## [181,] 4.272646842 -4.077288e-01 -0.0539996393 -0.3087450036 0.0527325130
## [182,] 4.910617752 -7.138715e-01 -0.6770866534 -0.1499700035 -0.0051857968
## [183,] 1.439899943 1.453061e+00 -0.8939686989 2.6063502363 -1.9156086559
## [184,] 0.635705605 -1.686059e+00 -1.5782382102 -0.8903073285 0.9724272240
## [185,] -2.358091308 -8.077628e-01 0.4657263894 -0.9095257420 0.6381858161
## [186,] 4.441227944 -5.527709e-01 -1.0991862721 -0.4272117147 0.0945038356
## [187,] 3.141229035 -5.975831e-03 -0.5661237584 0.5172193473 0.7212087035
## [188,] 1.220515153 1.804681e-02 0.1657879307 -0.0092634348 -0.3018828874
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## [230,] 4.706121138 -6.945564e-01 -0.3340047385 0.0354858410 -0.3153301564
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## [237,] -1.652592011 -1.408849e+00 -0.2771154982 2.6171633070 0.9071413540
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## [243,] 0.827030841 -7.483598e-01 1.0303897344 1.3979136447 1.0987983923
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## [247,] 0.499315322 4.967831e-02 -0.3598988409 0.2000448137 0.1717881979
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## [249,] -12.483574598 2.094582e+00 -1.9299331443 0.4642295885 -0.0331009365
## [250,] 3.087651300 -1.143877e+00 -2.1633176586 0.2212204095 1.5794121810
## [251,] -1.195378164 9.592297e-02 0.4463255058 0.6563396832 0.6930172366
## [252,] 2.045169413 9.538445e-01 0.4138430391 -0.5375060757 -0.0830183096
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## [255,] 1.501185245 -1.312703e+00 0.6053992637 0.2103683845 1.0033778771
## [256,] 4.292590343 5.524807e-01 0.5474548727 0.3245349932 0.4274670584
## [257,] -0.414974425 5.529792e-01 0.2934949164 -0.7883355378 0.4883499307
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## [259,] 4.918356266 -6.851792e-01 -0.6167354877 0.1081538881 0.2703369931
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## [261,] -3.979061682 -2.742704e-01 1.1134315223 0.9144454160 -2.6371577978
## [262,] -1.022750591 2.415597e-02 0.0551012309 0.1242537170 1.1130410440
## [263,] 1.642120671 -1.490932e+00 -0.2438020541 -1.4182300801 -0.9079346767
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## [265,] 0.412677042 -8.046357e-01 1.1616206804 2.9897145334 0.8470315858
## [266,] -1.897465674 -9.901516e-01 -0.7762409182 -0.5581487086 1.0255092106
## [267,] -3.481763868 8.215086e-01 -0.4826320915 -0.5567259119 -0.3464659106
## [268,] -0.755290556 -6.165902e-01 -0.9774702216 -0.1461432469 -0.7481811984
## [269,] -0.051490826 3.535993e-01 0.5553164415 1.3868494272 -0.6823575647
## [270,] -8.731841570 -2.195399e+00 1.1591431077 1.5425570586 -0.3874349343
## [271,] 0.279622182 2.473886e-01 -1.0399512631 -0.0774035895 0.0098700357
## [272,] 1.404928264 5.870339e-01 -0.2538831272 1.5290384834 0.6923278221
## [273,] -1.474166507 3.851147e-01 -0.5583822833 0.7889828209 0.6468732560
## [274,] 1.984936685 -1.101441e+00 -1.1317088830 -1.4696227466 1.1363275874
## [275,] 4.261238251 1.733953e-01 -0.0920400320 -0.3366993430 0.9387738396
## [276,] 1.039010546 5.816934e-01 0.4604613657 1.5618840536 0.6445798407
## [277,] -3.217424772 -1.085787e+00 -0.3811322778 -0.3827212136 -0.3845973198
## [278,] -4.787386020 6.791970e-01 -1.4522413966 -0.1865478956 -0.0752482333
## [279,] 5.147109641 -9.958035e-04 -0.3533679854 0.5085699103 0.3840642807
## [280,] 5.147109641 -9.958035e-04 -0.3533679854 0.5085699103 0.3840642807
## [281,] 4.695389358 -4.962633e-01 -0.5797577237 0.1321197661 -0.4810896723
## [282,] -0.816886169 -2.442165e-01 -0.2475939798 0.2502814235 1.1727403594
## [283,] 0.312237569 3.660352e-01 0.3240071021 -0.5668620009 -0.0398240331
## [284,] -0.752786020 2.078910e-01 0.7568557859 1.0468133631 0.1828059013
## [285,] 5.147109641 -9.958035e-04 -0.3533679854 0.5085699103 0.3840642807
## [286,] -4.558450419 7.688071e-01 -0.0271829220 0.7217540813 0.8236969459
## [287,] -2.114969954 4.650379e-01 0.2386854686 -1.2004268523 -0.6575724263
## [288,] -6.077993970 3.239498e-02 -0.0108494679 0.4596786419 1.3639213149
## [289,] -0.403003719 1.181298e+00 0.4735457184 -1.1439003163 1.1799567393
## [290,] 0.498399141 1.049537e+00 0.4141149677 -0.7669030512 0.3514404418
## [291,] 0.539745205 6.595444e-02 -0.0553716247 0.2219290976 -0.5626136762
## [292,] -1.225706298 -8.352128e-01 -0.7236075603 0.0446296573 -0.7702576043
## [293,] 5.140076981 -3.354245e-01 -0.3734677302 0.2108480589 -0.3414064987
## [294,] -6.627928304 1.115879e+00 2.6436571586 0.9627151406 -0.8000630711
## [295,] 0.914622073 4.490163e-01 -1.0640007094 0.5492835728 0.3180460656
## [296,] 2.021361164 -2.339886e+00 -1.8009080814 -0.0379872378 0.6376192885
## [297,] -1.675269621 8.933704e-01 0.1861954169 0.1097405585 1.1841727538
## [298,] 3.795767464 -1.077214e-02 -0.8654539208 0.4298842090 -1.1593414103
## [299,] 0.545102170 1.854704e+00 0.8723372582 -0.5206077503 1.7594227931
## [300,] -0.117212038 7.893270e-01 0.7781183544 -1.1525768958 0.0181915967
## [301,] 0.073316280 4.285139e-01 -0.2834834892 -0.5449214364 0.3771833606
## [302,] -4.581501868 2.622776e+00 0.4412410153 0.0901395718 4.0165800609
## [303,] -1.454998826 1.105080e+00 0.7226589379 -0.0694439038 -0.3409992965
## [304,] 1.994241452 6.914990e-01 -1.4601868213 -0.1235682753 -0.0785396281
## [305,] -6.827338056 -9.363430e-02 -2.3352372512 -0.8640143653 0.3838865162
## [306,] 0.757375775 1.668154e-01 0.5636968987 0.5058795445 -0.4419159664
## [307,] -3.823967226 5.299161e-01 0.7264485258 0.3781947380 0.7492551115
## [308,] 2.900778132 1.409511e+00 0.0347210832 0.3331449462 0.5279995076
## [309,] 1.652420917 5.958884e-01 0.4441920004 0.7212761962 -0.3288793542
## [310,] -13.291658376 1.147101e+00 -2.2617332786 -2.0516530983 -0.4710984249
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## [312,] -0.725866304 -2.970726e-01 -0.1964384305 0.5911659894 0.3022258838
## [313,] 1.689579136 8.418329e-01 1.5919476285 -0.4329357767 0.2356903579
## [314,] 3.358869156 6.178509e-01 -0.7569930004 0.3293404708 -0.1313456650
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## [318,] 4.686658189 1.516571e-01 0.3409282249 -1.0698226324 0.2641498842
## [319,] -2.096760755 1.648969e+00 0.2564724855 1.7934377292 1.2770937648
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## [323,] 2.532728597 -3.150676e-01 -0.0877552437 2.1284529666 1.4797450025
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## [325,] 0.516948398 3.775776e-02 0.1794769915 -0.9420949676 -1.2803498707
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## [328,] 1.627948044 -9.892828e-02 0.6363758153 -0.0073327416 0.7568593267
## [329,] 3.448483143 7.162916e-01 0.9560460992 -0.0186111232 -0.3248661478
## [330,] 0.688710916 6.360171e-01 -0.7289834811 0.0574039800 0.4008128053
## [331,] 1.634884478 3.998556e-01 0.0183145955 0.1127645801 0.3726601254
## [332,] -5.312254223 1.419239e-01 0.9479812567 0.8255464596 -0.4949973622
## [333,] 1.641158493 -1.265786e-01 -0.3709108792 0.4027075615 0.0491137833
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## [335,] 1.761716862 2.107307e+00 2.2371183977 2.0778088494 -0.0062773835
## [336,] -0.348128975 3.909202e-01 -0.7963079513 0.7314918574 0.2619026545
## [337,] 2.319728590 5.175497e-01 1.1406337782 -0.0278771974 -1.2946346100
## [338,] -5.420056035 1.700070e+00 -0.7510253014 0.5950737838 -0.5627378384
## [339,] -1.755304757 4.866293e+00 1.9145267626 2.3077199851 -0.5423376326
## [340,] -0.514161781 5.985506e-01 0.0625013451 0.7120349227 -0.1419338085
## [341,] 2.128292632 9.176993e-01 0.7364523939 0.0172175154 -0.7238204536
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## [349,] -0.846643539 -1.166866e+00 -0.2160120898 -0.5133791838 1.9499388343
## [350,] 3.361741066 2.473807e+00 0.0252663165 -0.9431644397 -0.9898894933
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## [377,] -4.921850688 -1.849368e+00 0.8315512195 -0.0526084722 -1.2867817406
## [378,] -0.323026976 3.785897e-01 0.0720983208 1.1854639051 -0.1426783493
## [379,] 4.002528234 -3.884281e-02 -0.0333301532 0.1104107410 1.1124469434
## [380,] 4.939017563 2.483532e-01 0.0666207486 0.0347181678 0.5062828512
## [381,] -6.303000508 -8.454156e-01 -0.4759183088 0.9530818497 0.1686427319
## [382,] 3.857806588 9.228934e-02 0.7725072345 -0.7155484207 1.0068561000
## [383,] -5.576879437 4.999864e-01 0.6523369174 0.2989723299 -0.2528884298
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## [393,] -1.445388447 -1.079020e+00 0.8596014800 -1.3165019162 -0.4961752418
## [394,] 0.965876192 7.941952e-01 0.6161741239 -1.1390852660 -1.1918420271
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## [397,] 0.305547748 5.625750e-01 -0.4936624418 0.4531934734 0.4205136864
## [398,] 0.343469865 1.405114e+00 2.0276740647 0.6282003734 1.2286584201
## [399,] -3.762346019 1.751180e-01 -2.9218638016 -0.9308281492 2.3726691145
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## [405,] 2.451023258 1.442191e+00 -0.3214941133 -1.4019713445 0.4890114288
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## [407,] 0.165968018 2.989586e-01 1.0020059630 0.0877508185 -0.5242864401
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## [409,] -3.034423572 -2.803222e-01 -0.7260276499 0.1361978743 1.2205730616
## [410,] -1.655611841 1.849073e+00 -0.3695814353 2.2066821603 -0.0034143211
## [411,] 4.720040774 -1.485352e-01 0.2552487452 -0.4079214387 -0.3438955692
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## [413,] -7.182072626 5.147711e-01 -1.5588681491 -0.4878401038 -0.7257839885
## [414,] 0.136961411 4.246613e-01 0.2140008933 0.8685518983 0.3544823416
## [415,] -10.796299523 4.005142e-01 -2.0894508542 -0.0266718007 -0.5566919458
## [416,] 3.008878381 3.250449e-01 1.7631514191 0.3240993161 -0.4018777980
## [417,] 3.390680361 1.714856e+00 0.5011492469 0.3469642414 -0.2450584802
## [418,] -8.250267944 1.442308e+00 -0.7495569815 1.3594206696 -0.1594787859
## [419,] 0.952108671 3.141874e-01 -0.1763133085 0.0485849082 -0.4995267287
## [420,] -3.172346461 -8.166157e-02 0.5635337294 -0.1742706463 -0.6580652056
## [421,] 3.821980791 5.424026e-01 1.0832000730 -0.4038306689 1.1645679612
## [422,] -2.329967763 2.455117e+00 0.1400081142 0.3906655918 0.2678631355
## [423,] -2.288915070 1.149302e+00 0.7744736773 0.1557147257 -0.9623029033
## [424,] -0.598116240 1.687730e+00 -0.7341499996 0.8054503697 -0.6845548618
## [425,] -1.851916214 1.232368e+00 0.7152451037 0.3354459376 -0.3512588158
## [426,] 1.837970286 2.440233e+00 1.0058163822 -1.0473472806 0.4337284328
## [427,] 4.109541492 4.201245e-01 0.6227205250 2.3820338593 1.3403880281
## [428,] 3.706748699 -4.236598e-01 0.6129233267 1.9931617940 0.7032108385
## [429,] 1.791557817 1.322157e+00 -0.7792667061 -0.0502451072 -0.3260930493
## [430,] -3.872665762 -4.934695e-01 -0.0397140582 -0.2117215664 0.3369338421
## [431,] 4.684774165 -5.565290e-01 -0.3236558575 0.0514810539 -0.4692050819
## [432,] -1.589454637 2.193528e+00 2.2162513184 1.5210904489 -0.1234372050
## [433,] -1.028081479 1.580190e+00 -0.0288685115 -0.4070628098 0.1404533095
## [434,] -0.577746658 5.273296e-01 -0.3530688871 -1.2509062907 -0.1203038801
## [435,] 3.623744631 1.511769e-01 0.5826872851 0.6282446610 0.1082205631
## [436,] 4.676068685 -4.593792e-01 -0.3770941723 -0.3748697766 0.2952709306
## [437,] 0.265132503 5.283386e-01 -0.4280827070 -0.5064295716 0.3030883605
## [438,] -2.350763623 5.920021e-01 0.1596853636 0.2091164870 0.2736133447
## [439,] -0.318162168 2.620733e-01 0.0346245669 0.6456262861 -0.4407942182
## [440,] -0.151336578 -8.429965e-01 -0.3703398762 0.3636119845 0.2155527316
## [441,] -0.777620454 -5.000750e-01 0.3263800437 0.9300014675 0.2130362501
## [442,] 4.697342251 -7.640671e-02 -0.1623559575 1.0516270911 0.7665956690
## [443,] 1.668725383 6.144399e-02 0.5945858537 0.1417613342 -1.0724601527
## [444,] 3.627145584 -4.293335e-01 0.4478688139 0.8161093731 0.6620437158
## [445,] 5.147109641 -9.958035e-04 -0.3533679854 0.5085699103 0.3840642807
## [446,] 2.279628678 2.503899e-01 -0.1352088027 0.3545397706 0.3658623123
## [447,] 0.858480904 -9.702043e-01 1.4658775457 0.3058525412 -0.6953667304
## [448,] 3.031498816 -7.688026e-01 0.7722710264 1.0425680455 -1.0402769202
## [449,] -1.451290770 9.280646e-02 0.0641689783 -2.9459793101 0.1727962797
## [450,] 2.989316455 -9.848543e-01 0.5584574854 0.7039878266 0.5281442213
## [451,] -1.630315870 -6.213442e-01 -0.0052632472 1.3038092650 1.1987904489
## [452,] 1.863797391 -4.810743e-01 0.3311839092 -0.4540779646 -0.5501162348
## [453,] 3.808958172 9.061514e-01 0.8547753764 0.4611922488 0.7887883240
## [454,] -1.144212176 -6.549240e-01 2.2032087375 -0.2642715409 -0.7730391998
## [455,] 3.162407125 -4.295945e-01 0.3507924702 -0.6316692949 0.3387979698
## [456,] 4.533001641 -3.388198e-01 0.1643252168 0.4771540409 -0.2312789046
## [457,] -11.491079207 -1.239274e+00 1.0631152952 -0.6911440730 0.6791139748
## [458,] -0.988192025 -2.229181e-02 -0.0169208494 -0.1184565722 -0.4399203350
## [459,] 2.303686898 -3.481570e-01 0.4018130040 -0.1227236835 0.8740767497
## [460,] -0.143491384 -1.790532e-01 -1.3460633944 -0.2031254175 -0.2921888236
## [461,] 2.543772063 -4.394323e-05 0.9203072876 -2.4222294969 -0.4188762933
## [462,] -1.708425770 -2.725658e-01 -0.8091260137 -0.2000263408 -0.7967380972
## [463,] 1.835270681 -4.629391e-01 1.0629699969 1.4250086221 1.3424553356
## [464,] 4.930300704 5.306091e-02 -0.1071664899 0.9034897742 0.5574725085
## [465,] 2.765084607 -2.504368e-01 0.6712200941 -0.0458764749 -0.0764283870
## [466,] 2.461870609 6.432908e-01 -0.0563001918 -0.8978669735 0.8621850303
## [467,] 4.930441681 -4.975973e-01 -0.3138400182 0.1543283438 -0.3067633293
## [468,] -0.460837102 -3.596831e-01 1.6141992866 0.9395017897 0.2347984399
## [469,] -0.563232030 -2.008390e+00 1.0242213728 -0.5424392004 -1.4162093431
## [470,] 0.965039081 -8.106051e-01 0.5787986593 0.5611466184 0.7618323655
## [471,] -3.490682692 5.024961e-02 3.6816596698 0.8602010412 0.6555375220
## [472,] 1.032875116 -1.508597e+00 0.7543164011 -0.2771605281 -0.5511705453
## [473,] 0.845339747 -2.361896e-01 2.6700633353 -1.8623799410 0.8923805985
## [474,] 5.120661423 -2.846928e-01 -0.4140777374 -0.1040912970 0.0591645739
## [475,] 0.596995824 -1.061640e+00 1.3177504259 0.8392463395 1.3424419644
## [476,] 1.633049401 -5.022797e-01 -0.7557465123 0.7970888565 0.3041307304
## [477,] 0.710878554 4.763793e-01 -0.6347038704 -0.0178725673 -0.2418701455
## [478,] 0.732273776 1.791459e-01 -0.3047093734 0.0519074968 -0.0373349626
## [479,] 0.191138982 -1.168098e-01 0.7425825199 1.2287978835 -0.7157512247
## [480,] 0.567233143 2.486635e-02 0.3207565412 0.7701821845 0.5541114650
## [481,] 3.438034032 -1.804138e-01 1.0169718892 -0.2091773450 0.6007395725
## [482,] 0.277294252 -4.173393e-01 0.7553434536 -0.8893706498 2.6122193066
## [483,] -0.143050754 1.145968e+00 0.4452820320 -0.5947466852 0.5134312154
## [484,] 1.459877493 -2.604508e-01 0.8422947630 0.4239842934 -0.1077551458
## [485,] 0.298515088 2.281463e-01 -0.5137621867 0.1554716220 -0.3049570930
## [486,] 0.974661602 8.664735e-01 0.0514421467 0.8087376455 0.6275656824
## [487,] -3.223721092 1.309090e+00 -0.2441515197 -0.0679917550 -0.5660551413
## [488,] 0.284238217 4.603659e-01 -0.2709179910 0.0825078257 -0.2491735494
## [489,] 4.696491671 1.641068e-01 -0.0125456148 -0.2412168172 -0.3861561384
## [490,] -2.308332527 1.259889e+00 0.3691777939 1.0372925036 0.5479168668
## [491,] 4.306590789 -2.474408e-01 0.4211205187 1.0959225869 -0.3038353961
## [492,] -0.088136065 -6.770602e-03 1.4223004352 -0.3627890066 0.1209755943
## [493,] -3.179519305 -2.078148e-01 0.6333513550 -0.5799552783 0.9411081636
## [494,] -3.235696652 4.492872e-01 0.6057599514 -0.8905163863 -1.0321805327
## [495,] 0.274461630 1.730710e-01 -0.7229134899 0.1247314100 0.4872775835
## [496,] 4.883964466 -6.161513e-01 -0.6631349195 -0.1968585476 0.1667385607
## [497,] -0.496886021 1.647873e-01 -0.1390859783 0.7359435366 0.5095009063
## [498,] 0.282951581 5.906867e-01 -0.3431112013 -0.4884017213 0.3425401912
## [499,] 3.602333889 -3.369744e-01 0.5494687696 -0.2712303312 0.2667908470
## [500,] 4.921663332 -1.327582e-01 -0.6253636625 0.4548020412 0.2624966060
## [501,] -0.950359907 1.129463e+00 0.9881574658 0.2180377905 -0.3964845865
## [502,] 2.730310512 1.261875e+00 0.9390844003 -0.1153363952 -0.1599889848
## [503,] 4.895737766 -4.479446e-01 -1.1716524838 -0.0757950217 -0.1481470447
## [504,] -0.808465117 7.559222e-01 0.3169605355 -0.9298120017 -0.3552867454
## [505,] 4.921198485 1.860051e-01 -0.0183507571 0.0166903175 0.4668310204
## [506,] 4.895737766 -4.479446e-01 -1.1716524838 -0.0757950217 -0.1481470447
## [507,] 1.046127265 1.271312e+00 1.4756530662 -0.4261571303 -0.5671654150
## [508,] -2.201729913 9.095461e-01 -1.1010129033 0.1803063508 0.3816931308
## [509,] 0.956265852 6.738919e-01 1.7699883097 -0.5574995912 -0.2290420830
## [510,] 0.054175873 1.156262e-01 -1.3119469402 -0.1311714587 -0.1116976390
## [511,] -2.952451115 -8.743862e-01 -0.3887307069 1.0391633600 0.1678218833
## [512,] -0.497321587 -3.190531e-01 0.9202122095 0.6436159518 0.1774623253
## [513,] 0.126585012 -6.570767e-01 1.1913781357 -0.8235914303 0.1842113024
## [514,] -0.681168887 1.696450e-01 1.8496419049 -0.1567000480 0.5253885452
## [515,] -1.820158441 4.455630e-01 1.1486325387 0.2706056210 0.0046192697
## [516,] -4.568451523 -2.499759e-01 -0.1528425051 1.2954064680 1.3718763695
## [517,] 1.516837469 1.772826e+00 2.4766179771 0.8206892278 -0.4428886399
## [518,] 0.700678960 5.035105e-01 -0.8227276474 0.0419697363 0.1856784513
## [519,] 4.045998083 -1.897344e-01 -0.3475714890 -0.1334188723 -0.3457375071
## [520,] -4.546267483 -6.547666e-01 0.1823389516 -0.7164588910 -0.2165486801
## [521,] 1.563031578 4.362416e-01 -1.2610906390 -1.0039425900 -0.9531948131
## [522,] -2.761161332 -1.286779e+00 -3.7168738759 -2.1450458627 0.8710505406
## [523,] 4.930300704 5.306091e-02 -0.1071664899 0.9034897742 0.5574725085
## [524,] -2.118176776 -8.634218e-02 0.0290835623 0.3769030181 0.1442586910
## [525,] -1.742891800 -2.348154e+00 0.2841793596 -1.4105674306 1.6124409326
## [526,] 2.714045075 -1.135934e-01 -0.3783643620 0.8772405340 0.2486074635
## [527,] -7.427967072 1.843293e-01 0.0513746102 -0.8067716726 0.2808048061
## [528,] 0.472128887 4.677504e-01 -0.6887970357 0.1966853688 0.6677687681
## [529,] 4.512325824 -1.918929e-01 -0.1298244185 1.0197435058 -0.0893738799
## [530,] -13.848146109 1.810813e+00 -1.4534207980 -0.6484227417 0.1294777722
## [531,] 0.301092989 5.724966e-01 -0.0137835466 -1.2441006331 -0.3314804290
## [532,] -9.747086029 -4.521121e-01 2.4047815159 0.1070587965 1.6263042868
## [533,] 0.120798852 9.994267e-02 -0.5986721997 1.1949063766 -0.7636637776
## [534,] -1.016482974 -4.190527e-02 -1.0936944459 0.0872979737 -1.0656740546
## [535,] 3.336464564 -2.251653e-01 0.8384755841 -0.8976352223 0.7396788572
## [536,] -1.678172425 -1.663170e+00 0.3835217356 1.2784579390 -0.2816120127
## [537,] 1.340494145 -3.119424e-01 -1.4791764677 0.0222618957 -0.1381913133
## [538,] 0.509814944 6.002696e-01 0.8531559753 -0.8773427390 -0.7398139638
## [539,] 2.714582071 1.258123e-01 -1.3436007031 -0.1054418461 -1.6218689250
## [540,] 5.140076981 -3.354245e-01 -0.3734677302 0.2108480589 -0.3414064987
## [541,] 2.235806979 -6.917803e-01 -0.7064267985 -0.9414111299 1.3213935845
## [542,] 1.396312360 -9.324265e-01 -0.0245149498 -0.2158409935 0.8948952921
## [543,] 4.665336171 1.472272e-01 0.2027618177 -0.9407795593 0.4596259367
## [544,] -0.360372169 1.327919e+00 -0.1414234943 -0.7394041744 -0.3076152658
## [545,] 4.472762467 -5.893304e-01 -0.1333416836 -0.7867673515 -0.0471266981
## [546,] -4.287045212 1.820323e+00 0.2648599058 1.3946868411 -0.4364118901
## [547,] 4.897257244 4.028280e-01 -0.5709957045 0.1204558915 -0.0711605441
## [548,] 1.680345207 4.138994e-01 0.2946332953 0.3658216421 -0.0784516205
## [549,] 1.839648602 1.129458e+00 0.1402969016 0.1716396887 0.0094257033
## [550,] 3.200489231 6.566775e-01 1.3562059648 -0.4823328937 0.4000874032
## [551,] 0.822745955 -1.304758e+00 0.5272292275 -1.2273805483 -1.3181456707
## [552,] 3.408053753 -5.161327e-01 0.3719448200 0.7371861304 -0.0687737825
## [553,] 4.877667184 5.198710e-01 -0.7067275173 0.2250298031 -0.1614902986
## [554,] 5.122970252 -3.844059e-01 -0.5631777668 -0.0156932570 0.2185153844
## [555,] -0.561932384 5.563800e-01 0.5470729831 -0.4718595646 0.1080796146
## [556,] 0.279622182 2.473886e-01 -1.0399512631 -0.0774035895 0.0098700357
## [557,] 0.027369217 7.764115e-01 -0.9761875053 -0.2045576063 0.1878121045
## [558,] 1.915567164 7.665989e-01 1.3656159150 1.5704215739 -0.6142225037
## [559,] -4.893422361 4.442804e-01 0.8977230743 0.6559546000 0.6067333700
## [560,] 4.898602317 2.141168e-01 0.1322004834 -0.9249048772 0.3888575253
## [561,] 4.744804793 2.742982e-01 0.1622710036 1.3712332263 0.7576645742
## [562,] 3.444019170 -3.182287e-01 0.6925366495 -0.5029444410 -0.4566335563
## [563,] -0.053470726 4.063851e-01 0.7953862270 1.5215584415 -0.6228581754
## [564,] 4.261066303 -9.303732e-01 -0.4572391052 0.4450696380 0.6315075601
## [565,] 2.120210973 5.766918e-01 0.5955516459 0.5567933368 -1.6844296786
## [566,] -2.747431060 6.324413e-01 0.9436106784 -0.5032040732 0.1782061175
## [567,] 2.319284784 -9.262534e-01 0.9698841174 0.2621349398 0.7612502576
## [568,] -0.598779153 4.684509e-01 0.2670373529 -0.1441096116 1.3661722180
## [569,] 2.314846116 6.353972e-01 1.5719248932 -1.6248982864 0.2860502271
## [570,] 4.961613730 2.202415e-01 -0.0839304918 0.9763133625 0.5842563463
## [571,] 4.257687098 -3.644500e-01 -0.0490411364 0.1205335070 0.8391520012
## [572,] -5.647126843 6.633018e-01 -0.0730652988 -1.3234984300 0.1881097383
## [573,] 2.760172715 -4.711545e-01 0.6333532680 0.3969950262 0.1987144495
## [574,] -0.764037040 4.057719e-02 0.9615312515 -0.5802033378 -0.4925099059
## [575,] 3.630620448 1.469895e+00 0.1657922028 1.0220474834 -0.6099151812
## [576,] -2.525182826 -1.150244e+00 1.4605282716 -0.8062742008 -1.0972889583
## [577,] -4.662528745 -4.100626e-01 0.8300902032 1.0283527795 0.3146269817
## [578,] 2.952064847 -2.315742e-01 1.2805182657 -2.0027698588 1.3519847817
## [579,] -2.059391219 -6.418236e-03 1.2426523964 0.0538731652 0.2002440903
## [580,] -1.658764576 3.468866e+00 1.0700015055 0.3033492535 -0.3767156581
## [581,] -4.578093114 4.523096e-01 -0.8759153756 -0.0716860592 -0.1255441737
## [582,] 0.510726611 1.108270e+00 -0.1931797718 1.0389097989 0.7829799260
## [583,] -0.599754662 7.579091e-01 -0.1112497299 0.2656927890 1.0386514801
## [584,] 4.916421395 2.764650e-01 0.2171719890 -0.9068770269 0.4283093560
## [585,] 0.417888919 -5.442971e-01 0.3364498808 0.6206237826 -0.0718713616
## [586,] 3.430235533 8.411011e-02 0.1927561489 0.5260724310 -0.2207077544
## [587,] -1.623607998 -2.312789e-01 0.0425758364 0.8766316288 0.6157522513
## [588,] 2.862089833 8.098516e-01 2.2918351335 0.1320372951 0.7708947721
## [589,] -3.288138698 -8.506402e-01 -0.7079802518 -1.2048032771 1.2520954697
## [590,] -6.143622965 -1.213101e+00 2.8868228773 1.2387965162 -0.6247102509
## [591,] -13.133008558 7.051860e-01 -0.0198859150 -0.1994131767 0.4526570515
## [592,] -3.349187763 -5.523464e-01 -0.8441278984 -1.3632208246 -3.4862969344
## [593,] -0.586428447 9.101371e-01 0.3377099970 -0.7863196787 -0.1567197508
## [594,] 4.263973973 -2.708083e-01 -0.2527116616 -1.0561338464 0.0342756442
## [595,] 0.729894709 -5.715454e-01 -0.5067221522 0.2615563200 0.2204907230
## [596,] -1.806932699 -1.126701e+00 0.8982238923 -1.1467672887 0.5888796031
## [597,] 0.296083419 -3.667936e-01 -0.3846246575 -1.5156481012 0.4418057607
## [598,] -1.639869834 4.156646e-01 0.6398098051 -1.4664498580 -0.7519244691
## [599,] 0.828504876 -1.289546e-01 1.4068903920 -1.2071136543 -1.0076473967
## [600,] -0.325455112 -9.267402e-01 0.9351065715 -0.4506259026 -0.1185015950
## [601,] 2.342479253 2.370140e-01 1.6120887772 -0.2160188183 -0.1472656942
## [602,] 2.713982276 1.107961e+00 -0.6175575636 0.4273639570 0.2134059348
## [603,] 2.253020163 -1.444618e+00 -0.4483287870 0.5970156752 -0.7369428691
## [604,] -0.681951886 4.533243e-01 2.0758706319 0.5499223540 -0.5934417952
## [605,] 3.912117567 -4.692299e-01 0.9500864857 -0.8402252543 -0.8928037276
## [606,] 4.908717295 -3.471524e-01 -0.2053499959 -0.2490090521 -0.0655430671
## [607,] 3.607973097 -1.041329e+00 -0.2866579933 0.2748906224 -0.0764901859
## [608,] 1.477247516 4.570538e-01 2.2917901935 1.1754384828 2.5631383326
## [609,] 0.182537895 7.554260e-02 2.8112778711 -0.6096564096 -0.2251670057
## [610,] 4.911026123 -4.468656e-01 -0.3544500253 -0.1606110121 0.0938077434
## [611,] -2.571995699 -1.501540e-02 1.1394473089 -1.1937285867 1.8851781034
## [612,] -8.271392115 -1.315358e+00 0.3235243974 -3.2818835911 0.9067160012
## [613,] 4.255161930 1.088527e+00 0.6039989916 -1.3191271863 0.2560433367
## [614,] 3.176620701 3.531456e-02 -0.4255846865 -0.4786121517 -0.2216014512
## [615,] 3.192731744 9.264486e-01 0.0031307906 -0.4285634446 -0.7484690512
## [616,] 5.122970252 -3.844059e-01 -0.5631777668 -0.0156932570 0.2185153844
## [617,] 5.114931398 9.029746e-02 -0.5969005917 0.0806411748 0.0563558354
## [618,] -1.906178738 4.070539e-01 -0.7755927495 -0.2826483531 -0.0168307809
## [619,] 3.118067763 1.106025e+00 0.2036847905 -0.9270697215 -0.5626837191
## [620,] -1.750785034 1.169526e+00 -0.0206274009 0.7049331771 1.2811305379
## [621,] 0.320145280 -1.586427e+00 0.5102574275 -0.1598669221 -0.3287027939
## [622,] -0.319017028 -1.545428e+00 2.7131057360 -0.7900601003 -3.0565596713
## [623,] 0.067930093 -8.510400e-02 -1.0692120666 -0.1402718067 -0.0817372386
## [624,] 3.099260326 4.654324e-01 0.1982595738 -1.1393495646 -0.1006825622
## [625,] 1.782353717 1.377236e+00 0.9249671854 -0.1509072066 2.1264760429
## [626,] 3.383331120 -1.127827e+00 0.1549149321 0.1249487106 -1.2830143991
## [627,] 3.815556488 -7.353518e-01 -0.4342860452 -0.4813883581 0.7730758126
## [628,] 5.121184075 -3.161822e-01 -0.8996568066 -0.0220271526 -0.0265793700
## [629,] -4.152850977 1.199588e+00 -0.8692779375 0.0020275431 0.4372622111
## [630,] 3.895531868 -1.372971e-01 1.3420307108 -1.0015870907 -0.9963709944
## [631,] -2.071787888 -1.466244e+00 -1.0829796149 0.0927596760 -2.1085377247
## [632,] -4.034215010 -3.714764e-01 1.1815430167 -0.7594423073 1.5582959120
## [633,] 5.124513474 2.711595e-02 -0.2028167449 -0.4330252844 0.3060907855
## [634,] -2.613519719 1.259227e+00 0.5478027612 -1.9291438097 0.3373037386
## [635,] -4.360514155 -8.473949e-01 3.8390917597 -2.3265273182 -1.9649114046
## [636,] 4.266931826 3.557873e-01 0.8530899914 -1.9625901714 0.4133516509
## [637,] 4.464119226 5.807040e-01 0.4043068659 -0.4901702967 0.4347493736
## [638,] 3.198483936 -1.285354e+00 -0.6242772018 -0.5684788280 -0.2802465993
## [639,] 2.087856840 -2.796787e-02 1.7343753192 1.9012954287 1.7810053427
## [640,] 3.415335948 -6.131904e-01 0.8621418823 -0.4637687468 0.2804645600
## [641,] 0.057040424 7.776876e-01 -0.0080939731 -0.9802813141 0.4253069310
## [642,] 4.930300704 5.306091e-02 -0.1071664899 0.9034897742 0.5574725085
## [643,] 3.220749636 7.590799e-01 1.1464174214 -0.0102687382 -0.1673628765
## [644,] -1.839272169 -8.668911e-01 -0.1499261288 1.1152788498 0.0920614263
## [645,] -0.592531673 -2.614813e+00 0.6716364421 -1.6181169913 2.5196806471
## [646,] 5.114931398 9.029746e-02 -0.5969005917 0.0806411748 0.0563558354
## [647,] 3.856201232 3.018133e-02 0.3999887379 -0.5384017818 0.1351672507
## [648,] 5.114931398 9.029746e-02 -0.5969005917 0.0806411748 0.0563558354
## [649,] 5.122970252 -3.844059e-01 -0.5631777668 -0.0156932570 0.2185153844
## [650,] 4.455679383 2.823253e-02 -0.7610086919 0.0342333414 -0.3505483104
## [651,] 4.239426534 -2.457903e-01 0.1768251733 -0.6940058866 0.8995798179
## [652,] 3.860659764 -1.212936e+00 -1.1478574513 0.1871610228 -0.2297388709
## [653,] -4.966671665 -7.799003e-02 0.5070581092 -1.1495067857 0.0951853628
## [654,] -4.988620162 -9.678564e-01 1.4632022732 -1.3923884334 2.8303457361
## [655,] 3.613478359 -4.916200e-01 -0.3919232131 -0.2144075654 0.2035440635
## [656,] 5.114931398 9.029746e-02 -0.5969005917 0.0806411748 0.0563558354
## [657,] 2.000206516 -2.505540e-01 -1.0532539796 -0.0390682203 0.1781985682
## [658,] 4.922402827 -2.289402e-02 -0.3475628431 0.2506627756 -0.4689228782
## [659,] 3.427110818 8.051972e-01 1.3629652559 -1.8578568923 -0.4916674629
## [660,] 4.179854232 6.573468e-02 -1.5366101697 -0.4986843796 0.7806236967
## [661,] 0.525888103 3.178631e+00 1.6745725420 0.0003586521 -1.4512327595
## [662,] 4.505498354 -4.424239e-01 -0.3114577787 0.3460377839 -0.8607356127
## [663,] 1.612056923 -6.582264e-01 -0.0451228931 -0.9701355495 -1.0914041344
## [664,] 4.640162103 -1.690114e-01 -0.1466655820 -0.4828024989 0.4081757776
## [665,] -0.795160938 2.282578e-01 -0.3307772472 -1.1529932633 0.4902178999
## [666,] 3.173434196 -4.044613e-01 0.4733020573 -0.7490424817 0.5820752784
## [667,] -4.343913030 2.818249e-01 -1.0222292599 -2.6247419650 -0.7294699189
## [668,] 0.539808371 4.136788e-01 0.5368127093 -0.9388628500 0.3103077559
## [669,] -6.023271905 -7.326058e-01 -0.1459869197 -0.8141861194 -0.2828314139
## [670,] 2.774006475 5.311893e-01 1.4131176054 -2.1736459139 -0.6886200796
## [671,] -0.071296296 3.282356e-01 0.5864930109 -0.1287304307 -1.9304155991
## [672,] -0.745764939 3.044737e-01 0.7803550865 -0.3292196235 0.4913509098
## [673,] 4.907118528 -4.648922e-01 -0.4286571978 0.3589853758 -0.1322833382
## [674,] -3.549424824 -1.855418e+00 0.1895834287 -0.7523498296 -1.9309927346
## [675,] -3.449543408 3.466264e-01 -0.2098612323 -1.6391098418 -0.5871768631
## [676,] -2.599995365 -8.071609e-01 0.5012629765 -0.6584206044 0.9266442151
## [677,] 0.095560903 3.539335e-01 0.1822691966 0.2756218755 0.6878975185
## [678,] -5.165270319 -6.846517e-02 -1.1475512362 0.0540821634 -0.0491471490
## [679,] -0.141879364 -1.106841e+00 -0.3243058760 0.0304083765 0.2945415050
## [680,] 0.913031459 8.329762e-01 -0.7088187608 0.1762464829 0.4093796325
## [681,] 2.524622839 8.922853e-01 0.3433231208 -0.4103803149 -0.2412883666
## [682,] 0.274461630 1.730710e-01 -0.7229134899 0.1247314100 0.4872775835
## [683,] -1.707011431 -3.855521e-01 0.7420437917 -0.9442624742 1.9643439288
## [684,] 5.140076981 -3.354245e-01 -0.3734677302 0.2108480589 -0.3414064987
## [685,] 1.437780701 -7.552054e-01 0.3467006909 -0.1488874205 0.3912455968
## [686,] 4.735604282 -5.110757e-01 0.0845977599 0.2359519046 -0.9913928534
## [687,] 0.676539570 1.201005e-01 -1.0325374288 -0.4822934310 0.0201295550
## [688,] -3.645216225 4.818874e-01 1.7831997064 -0.4540488749 0.6424373950
## [689,] 1.093940096 8.747880e-01 -0.8820498841 -0.3060392221 0.8752443060
## [690,] 4.041564352 -3.447741e-01 0.6050991553 -0.5845885581 -0.3270663874
## [691,] -0.849754119 -2.526727e-01 -0.9229494874 -0.9294641986 1.6429561154
## [692,] 2.254408506 1.472619e+00 0.9512581480 -2.0256521803 -0.1352448837
## [693,] -0.374455266 -3.790663e-01 0.1390224998 -1.1927333631 0.4016599662
## [694,] 1.613948629 1.150700e-02 -1.4093024867 1.2533980979 -0.1850821337
## [695,] 0.715927682 -3.220848e-01 -0.3804326654 -0.0854055177 0.4279651038
## [696,] 1.472260036 -8.637062e-01 0.8979166673 0.5195368146 -0.9928830507
## [697,] 3.417043783 4.322041e-01 1.6651060432 -1.5325060997 0.2062501308
## [698,] -12.003057738 4.184340e-01 0.2935225270 0.6268188374 -0.0553583832
## [699,] 2.560638777 -8.880099e-01 0.6644609535 -0.5557587948 0.4238852992
## [700,] -1.793870536 2.024919e+00 1.2738998855 0.0762131291 -0.7254761576
## [701,] 3.882493447 -1.020524e-01 0.7381575155 -0.2915298877 0.6474948071
## [702,] 3.660779884 5.784314e-01 1.7258807707 -1.0987242409 -0.1857541147
## [703,] -5.719328835 -6.160492e-01 0.8854390966 0.3096254783 -1.0589802594
## [704,] 0.228045611 6.043928e-01 -0.3897119885 0.1268295256 0.8121396990
## [705,] 2.639686490 -7.097668e-01 -0.9640600891 0.1606147664 0.2365624219
## [706,] -4.921152726 -2.403603e-01 0.3987234497 -1.1569290995 0.7147293733
## [707,] 4.442096262 -1.536490e-01 -0.5300188216 -0.5202436513 1.1302453777
## [708,] 2.928238070 2.306561e-01 0.0364349007 -0.6124895844 -0.0901202824
## [709,] -1.043129247 2.584388e-01 -0.3602770801 -0.8656231209 -0.0627424914
## [710,] -2.732717039 2.317030e-01 0.0887641572 0.5192227306 -0.6970724635
## [711,] 5.115796615 -1.681763e-01 -0.3766039834 0.4357463220 0.3572804428
## [712,] -0.005560821 -1.837599e-02 -0.9757540605 -0.7340590665 0.5077311543
## [713,] 0.724309806 4.082273e-01 -0.8336612696 0.0013247033 0.1495532093
## [714,] -4.302797215 6.756500e-01 -0.8349349660 -0.1056411701 -0.3298138744
## [715,] -2.537666162 -6.119582e-01 -0.3997547865 1.0300376988 -0.3722230488
## [716,] -0.845078277 -3.695119e-01 0.7753186155 -0.2919674337 1.7196180682
## [717,] 4.449168786 -7.755422e-01 -0.4455777459 0.1044521021 -0.0664036967
## [718,] -7.608503707 -8.384805e-04 0.4130189322 0.0554898590 1.0022677629
## [719,] -0.491655360 5.145049e-01 -0.5173774984 0.7390113317 -1.2924099715
## [720,] -4.784011047 1.543836e-01 0.1971446502 -0.1495964977 0.9352721970
## [721,] 2.335358951 -2.440270e+00 -0.0970274779 0.0720634487 -0.0519563801
## [722,] -7.101871257 -6.732689e-01 0.3176508865 -0.6376980651 -0.9093557268
## [723,] -4.147280947 -1.636333e-01 -0.2975665216 -2.6283464746 -0.8695994811
## [724,] -7.030287206 -1.777072e+00 1.4525066476 1.0272787617 -0.6718336188
## [725,] -1.426853658 1.414197e+00 0.1195075245 -1.8873624463 -0.4888899561
## [726,] -3.002005913 -4.763097e-01 -0.3159051348 -1.5124630982 -0.8045181901
## [727,] -12.446540432 1.211405e+00 -0.4635735668 -0.6971609439 0.0888951412
## [728,] 0.707625688 5.096045e-01 -0.8032863807 -0.1538313675 -0.0466343421
## [729,] -1.627706608 4.849508e-01 0.4149289435 -0.0602740312 0.4769564847
## [730,] 0.991244738 1.113555e+00 1.3084121324 -1.1048510602 -0.8931072054
## [731,] 0.298515088 2.281463e-01 -0.5137621867 0.1554716220 -0.3049570930
## [732,] -8.800787079 -2.155546e+00 0.9776062639 -0.9457319255 0.1761355953
## [733,] -10.920011193 -3.384500e-01 -1.5946472511 1.5144721708 1.1224851454
## [734,] -5.238251533 -8.802642e-01 -0.1351743121 -0.3037738729 0.5415828693
## [735,] -2.609460427 -1.203210e+00 1.8317990772 1.3166888005 0.7749214358
## [736,] -7.392636302 -3.050213e-02 -1.1905782490 0.6342678523 0.0890301704
## [737,] -1.921856699 -6.210076e-01 -1.2486263734 -0.6989988374 -0.3625394083
## [738,] -1.891619929 2.269129e-01 0.6017150677 -0.3377361639 0.2719271489
## [739,] -6.458468398 -4.299300e-01 0.4614383002 1.3778276271 -0.0567142540
## [740,] -8.165841518 1.773828e-01 0.2430683571 2.4131870707 1.0357122846
## [741,] -2.924481514 1.226798e+00 -1.7504270122 -1.1840308691 -0.0614505443
## [742,] 4.262275279 -3.883021e-01 -0.0046169716 0.0036007457 -0.1721560363
## [743,] 5.113368336 -3.470836e-01 -0.5525839603 0.2081554252 -0.0274493349
## [744,] -1.797058125 1.272069e-01 0.7274893976 1.9865208580 0.6151699081
## [745,] 5.099339406 -2.891226e-01 -0.5522441446 0.0249517760 0.2546406264
## [746,] 3.255280015 -6.825714e-01 0.8933237977 1.1623758512 0.4485589629
## [747,] -2.085058296 -5.541117e-01 -0.1989652103 1.2542544893 0.5105703760
## [748,] 0.788463961 4.764300e-02 0.5089329222 0.6829348502 1.7138095187
## [749,] 4.460301370 -7.973776e-01 -0.6205932185 0.3390027863 0.3846502881
## [750,] 2.286213803 4.316812e-02 1.0277533041 0.0090929864 -0.6532142586
## [751,] 3.644376251 -8.118285e-01 -0.1016779388 -0.3204195164 -0.6915646128
## [752,] 3.404222591 -6.824715e-01 0.1493473170 -0.1998880176 0.2543135109
## [753,] 2.979547946 -3.480787e-01 1.0926949218 0.1812091815 1.1561539343
## [754,] 4.906839319 3.396465e-01 -0.1769118577 -0.3932105677 0.1785744060
## [755,] -0.076410915 -2.384723e+00 0.3627499379 -0.0164459195 -1.3736606821
## [756,] 2.271523275 -3.313888e-01 0.6873387719 -0.9765850461 -0.0833314911
## [757,] -0.084970081 -1.256149e+00 1.5309896611 -0.8401046016 -0.3748325723
## [758,] -1.873450011 1.167472e+00 -0.9978640924 0.9252513782 -1.1246718237
## [759,] 4.481939342 -9.884874e-01 -0.7049451072 0.2507578654 0.9994847220
## [760,] 4.279103172 8.717039e-01 1.1566439391 -1.4228927604 0.7940349012
## [761,] 1.123134115 2.104862e+00 -0.1603506244 -0.2699991052 -0.1883177296
## [762,] 4.023181303 5.228866e-01 0.1940504735 0.4654206420 -0.6419155945
## [763,] -2.113463889 2.459486e-01 0.8672579064 -0.2692858286 0.3531969031
## [764,] 3.523470116 8.193310e-01 -1.4423314182 0.7004665013 -0.6420452437
## [765,] -0.570377853 -1.707559e+00 -0.0976418989 -0.2382348754 0.9991978063
## [766,] -1.475540596 -6.671286e-01 -0.4715594584 -0.2049565430 -0.3273222545
## [767,] 5.091375435 -6.004124e-02 -1.0811960408 -0.0256310174 0.4415287982
## [768,] 2.093128958 -1.774488e+00 -0.2374857922 0.3298177727 0.1562129140
## [769,] -1.017311400 -5.382064e-01 -1.1720967656 -0.1853968173 0.1196879025
## [770,] 5.120661423 -2.846928e-01 -0.4140777374 -0.1040912970 0.0591645739
## [771,] 0.732273776 1.791459e-01 -0.3047093734 0.0519074968 -0.0373349626
## [772,] -1.635593455 -2.339579e+00 -0.2867431913 0.1217756014 0.1975342459
## [773,] -1.188737856 -4.970289e-01 -0.7172638262 0.2434027354 -0.5204307179
## [774,] 4.698341122 -5.040805e-01 -1.4533594622 -0.1477343740 -0.4474825400
## [775,] 4.240419695 9.350606e-01 -0.9684531035 0.4692295313 -0.4322207292
## [776,] -0.645408304 7.325194e-01 -0.8144574453 -0.5086041800 0.8600450384
## [777,] 5.147109641 -9.958035e-04 -0.3533679854 0.5085699103 0.3840642807
## [778,] -2.294285476 8.321438e-01 0.9031633583 0.2262599189 0.3474608776
## [779,] 2.991805337 -3.557762e-01 1.1259830170 -0.5796598261 -0.2228579814
## [780,] -1.060200687 3.385422e-02 -1.0629711951 -0.7568969386 0.9461666195
## [781,] -8.129937538 -1.693736e+00 1.2014399204 1.8475616265 -0.1188934348
## [782,] -10.285800538 1.124239e+00 0.4483584363 -0.0742401482 1.4632682404
## [783,] 0.913031459 8.329762e-01 -0.7088187608 0.1762464829 0.4093796325
## [784,] 5.114931398 9.029746e-02 -0.5969005917 0.0806411748 0.0563558354
## [785,] 0.872055121 -3.120438e-01 -2.8641098058 0.2910059861 -0.5703550570
## [786,] 0.505433110 7.263149e-01 0.4401399134 0.6513177536 0.2848895604
## [787,] -2.132217579 -1.957596e-01 -0.4734069260 1.1599068514 1.0052620320
## [788,] -1.914788445 1.232960e+00 0.5595129662 0.1965342038 1.3378763707
## [789,] -2.798758665 5.124853e-01 -1.6601185680 0.7447274588 -0.3457338515
## [790,] -10.297284744 2.122215e+00 -2.1198732718 -0.3230091724 0.2359025992
## [791,] 5.121184075 -3.161822e-01 -0.8996568066 -0.0220271526 -0.0265793700
## [792,] 1.571141151 -8.979459e-01 -1.1169062339 0.7886994980 1.0417618226
## [793,] 2.055950062 6.810917e-01 0.0001637660 -0.6383601305 -1.0511393008
## [794,] -4.335450969 3.503388e-01 0.4040033468 -0.1664102002 0.5557145001
## [795,] 1.026692547 9.343883e-01 1.4560105190 0.6342185901 0.1773005410
## [796,] 1.162481046 6.516183e-01 -0.6432092343 -0.2518408470 -0.0599315990
## [797,] 4.883964466 -6.161513e-01 -0.6631349195 -0.1968585476 0.1667385607
## [798,] 4.220750974 -8.774413e-01 -1.4586511831 0.1578558148 0.2063644039
## [799,] 0.725028512 1.146783e+00 0.2851796586 -0.5596625083 0.5193580794
## [800,] -1.680879923 -1.507710e+00 0.6661079301 -0.7858021116 1.0534478762
## [801,] -6.197036713 -6.533293e-01 1.8997903977 -0.3972093828 -1.5783859567
## [802,] 2.744170136 -6.526560e-01 -0.4957613688 0.0950899550 0.8256162903
## [803,] 0.497257888 -3.166356e+00 -0.9263838547 -0.5142789923 0.4650316608
## [804,] 0.708717813 2.880722e-02 -0.7890048224 -0.0543646955 0.3478380002
## [805,] 4.690782857 -8.489131e-01 -0.8054827183 -0.1466474150 0.4570059693
## [806,] -11.602041879 -2.009371e+00 -2.2170773432 2.3197447548 0.6830068700
## [807,] 5.099647099 -3.517007e-01 -0.6779949464 0.1889637750 0.3929953755
## [808,] 0.298515088 2.281463e-01 -0.5137621867 0.1554716220 -0.3049570930
## [809,] -5.240938785 6.462100e-01 -0.3448162401 -0.3915112902 0.1488925672
## [810,] -4.474361489 1.393437e-02 0.6528187968 -0.7549420269 -0.4855509495
## [811,] -3.615047671 -2.813016e-01 0.4087969644 -0.0774511651 0.3876761826
## [812,] 0.199914736 -1.054339e-01 -1.1208919632 -0.5126173630 0.0878070243
## [813,] -2.516367313 8.114858e-02 0.0942474789 -0.6183752267 -0.5034896541
## [814,] -7.704201140 -1.412838e+00 1.2876531533 -0.7542772340 1.0246066539
## [815,] 0.341590055 -3.885894e-01 0.0350600472 0.3362315274 -0.2039956005
## [816,] 1.881500536 -9.306497e-01 0.3601291450 1.4632487180 -0.3229431070
## [817,] -5.206622903 -1.086950e+00 -0.6229174571 -0.0508652910 0.4104255920
## [818,] 0.780876867 3.133177e+00 1.6549960505 0.5827459859 -0.9024443795
## [819,] 0.893994708 2.174005e-01 -1.4347221523 -0.4636669029 -0.2068497005
## [820,] 1.191547255 -6.580705e-01 0.4169049939 -1.7976262411 -0.4100452851
## [821,] -1.211844880 -1.110723e-01 0.8303294237 -0.8552852990 0.3427592266
## [822,] -2.846169910 3.090017e-02 1.5439401745 1.6779432256 -0.4718370087
## [823,] -4.119834574 -2.470053e-01 0.3282669475 -0.6236949333 -0.8990447333
## [824,] 0.146872034 -3.840426e-01 -0.1939026084 0.1529880086 -0.9202971360
## [825,] -0.776597409 1.893780e+00 -0.4252851554 1.2284307230 -0.1326715208
## [826,] 0.560924197 3.656191e+00 1.5638949098 0.2700291244 -1.2975706533
## [827,] -3.927379452 -2.603103e-01 2.5608285461 -0.0787550887 -2.7369909693
## [828,] 4.238011326 2.632311e-01 -0.7161781972 0.0742924656 -0.7900723094
## [829,] 2.648073013 -7.546822e-01 -1.2717015234 -0.2827209133 0.5368627166
## [830,] -8.660259383 -1.421494e+00 1.5784636587 -2.1900357183 1.1675354820
## [831,] 2.905851005 -4.101066e-01 -0.4153068638 -0.7492018374 0.2081649376
## [832,] 0.469883076 3.125948e-02 -0.4402032750 -0.1332110304 -0.0245237344
## [833,] -5.090016278 -9.203042e-01 1.0133825156 1.9090610503 0.3785274961
## [834,] -5.801473126 -1.517746e+00 1.0293341046 0.8103140986 0.2212602504
## [835,] -4.561110430 1.116718e+00 0.2250306268 -0.9872281258 0.1646479227
## [836,] -1.424428796 1.559484e+00 -0.1261355340 1.2390853187 -0.7857488176
## [837,] -3.255447080 4.245030e-01 0.6949796101 0.0820834958 0.2853469325
## [838,] -5.591898324 1.092518e+00 0.0173364636 1.1133824698 -0.1991021537
## [839,] 0.754371910 8.785377e-01 0.2895946072 0.2732558376 0.9153159670
## [840,] -1.758426618 3.308941e-01 0.2347990771 -0.7899952774 -0.9515754198
## [841,] 3.384514442 1.760374e+00 0.2631874881 -0.3303319186 -1.5572596738
## [842,] -0.452728472 -1.531194e+00 -0.1421640471 -3.7044654279 2.1341605385
## [843,] 2.104890075 -3.858491e-01 1.5761287692 -1.1669480618 -0.1021698233
## [844,] 0.067155402 2.164184e-01 -0.3456444523 -0.3043854891 -0.0290936614
## [845,] -10.892448721 8.076870e-01 -0.6184479612 0.4983260324 -0.0264023720
## [846,] 3.440173606 -9.084940e-01 0.1645657854 0.3717497891 0.3498913592
## [847,] 1.170286757 1.370407e+00 0.5969558880 -0.8064144808 -0.2779763741
## [848,] 4.534966190 -5.362978e-01 -0.1753993983 0.7595818566 0.1964901392
## [849,] 3.879094791 4.573016e-01 1.3573524002 -0.2267903142 0.6263536384
## [850,] -7.021979115 1.915838e-01 -1.3044523657 -0.0886182651 0.9943905797
## [851,] -4.755088822 -1.060508e+00 0.0103942461 -0.1735062799 -0.4776021416
## [852,] 0.266159637 1.004760e+00 -1.1457672051 0.0563055601 0.0126781375
## [853,] 0.744128191 -8.695546e-01 0.1396301044 -2.0361378190 0.0470301653
## [854,] -4.971988548 -1.554977e+00 -0.7489770971 -2.8745156142 -0.5878930524
## [855,] -3.562336351 -1.211066e+00 1.8192295976 2.9045909671 1.0683070143
## [856,] 0.494488485 -3.014751e-01 0.0780135395 -0.3571072003 -0.4853863594
## [857,] 5.116023523 -3.904998e-01 -0.5826190335 0.1801078469 0.4508281777
## [858,] -9.722659265 -1.319470e+00 0.4447444049 2.0140252884 -0.7260954813
## [859,] 1.219158282 -1.359360e+00 0.6114268278 0.1929810505 -0.9919274655
## [860,] -5.256165327 -2.392125e+00 -0.5880353687 0.5844388933 1.4891261742
## [861,] -2.983356248 -5.584747e-01 -0.0065822187 1.6133124304 0.0948422041
## [862,] 1.378268963 8.352835e-01 -0.5400478221 0.2387398600 0.5256943190
## [863,] -3.217068498 -1.720941e+00 -1.0616440951 0.3334152557 0.6408577480
## [864,] 0.929260387 8.392544e-02 -0.9245592183 1.2241547396 -0.0078605406
## [865,] -4.723970445 -2.630740e+00 -1.2191242711 -0.2153537218 -2.1576596884
## [866,] -2.887202375 7.578127e-01 -0.7871932123 -0.7457589948 -0.6513349120
## [867,] -0.649402557 -1.367795e+00 -1.2003646103 -0.4613394653 0.5543391726
## [868,] 0.797105522 -5.342637e-01 1.3884060831 -1.9391011228 -0.1676590173
## [869,] -6.480275845 -1.671580e+00 1.1112849839 -0.7321602554 -1.4847189303
## [870,] -3.628432283 -3.932939e+00 -0.4869048015 0.8487606650 -0.4617570132
## [871,] -1.668781419 -4.839008e-01 0.6104718944 -0.0985979947 0.7935883830
## [872,] 1.632903752 -2.757364e-01 0.4302689292 1.7062490020 0.0114794587
## [873,] 2.759380517 2.051400e-01 0.0295110455 0.9958132354 0.5479130196
## [874,] -3.657828827 -2.792065e+00 -0.3743735327 1.8328321107 -2.7854983423
## [875,] 0.070419482 -4.986451e-01 3.1783997070 0.4471053920 0.2941531867
## [876,] 0.737023007 -1.066759e+00 0.2072001000 -0.7415190495 -0.1475862501
## [877,] 1.440619457 -6.282612e-01 0.1782614742 0.3454120170 -0.0005506814
## [878,] 4.017971333 -7.376171e-01 -0.1700689144 0.9086821132 0.3627635173
## [879,] -1.397864466 -6.474146e-01 1.4575502476 -0.5402464791 -0.0640352723
## [880,] -1.926199206 8.211623e-01 2.3415417654 -1.3810185623 2.4708560097
## [881,] 2.404572264 4.213382e-01 -1.8133722130 -0.2464228420 0.2056061976
## [882,] -2.122746557 1.505484e+00 0.0813059024 1.1160508917 -1.1236347271
## [883,] -6.752389987 -5.792861e-01 -0.0093082247 0.1836756408 0.7175978815
## [884,] 4.245649797 1.572542e+00 -1.2190977253 -0.3143531006 -0.4471641453
## [885,] 0.913276252 -3.332775e+00 0.5359225570 0.9424936729 -2.2479178209
## [886,] 0.532375657 -8.244269e-01 0.8557283102 -0.3894040595 -0.2837546791
## [887,] 4.283606090 -4.604758e-01 -0.1556425222 0.4547861778 -0.4845726622
## [888,] 2.101921440 -2.495434e-01 0.9605671581 1.0628353331 -0.1733525216
## [889,] -2.583926070 -1.764253e+00 -2.8499790728 1.1595473454 -0.2602014283
## [890,] -4.794525745 -1.570487e+00 -0.3850874446 0.1681115845 1.4686502371
## [891,] 0.293376402 4.665837e-02 -0.7972163895 -0.0865039376 0.0398304361
## [892,] 4.497981668 3.502743e-01 0.8015269659 -1.2287350189 -0.0142026179
## [893,] -0.405107813 1.870684e+00 -0.5005881685 -0.7650371470 -0.0001826862
## [894,] -2.741779689 -4.705765e-01 0.1349899485 -1.8291016841 -0.4611405531
## [895,] 2.559145323 -1.179779e+00 0.1444393560 0.6745949664 0.0035042481
## [896,] -5.487396339 6.823040e-01 -0.5912988435 -0.9065567903 -0.4111287540
## [897,] 0.536443416 -3.513384e-01 -0.7752194523 -0.1966634892 0.0101528760
## [898,] 3.840466766 -8.789565e-01 -0.7523440346 0.5231965683 0.1337557762
## [899,] 3.642005079 8.205639e-01 1.3426472803 -0.5019149534 0.8994083315
## [900,] -6.167773856 3.413523e-01 -0.9237632005 -0.9969310513 0.2550698569
## [901,] -5.591270473 -4.523037e-01 0.9866624469 0.2177404299 1.6287105220
## [902,] -5.883657408 -1.481589e+00 -0.3637355495 0.6773860695 0.3618293705
## [903,] -2.108031880 5.411827e-01 0.0874115659 0.1159244631 0.1326405572
## [904,] -2.564454257 1.126094e+00 0.1818401697 0.1150796269 0.3890440620
## [905,] 1.572381092 7.679594e-02 -0.4937019391 -0.3440277927 1.3042485409
## [906,] -1.939592378 1.707692e+00 0.2585064434 -0.0998440691 0.4247199716
## [907,] -3.217836385 1.218222e-01 -0.0545735988 -2.2212741219 -0.4298314587
## [908,] -2.104464179 1.569794e+00 2.5878689964 0.4218709343 1.4777122151
## [909,] 0.065248942 1.612567e-01 -0.4432008524 0.1395969399 -0.2341886815
## [910,] -1.717661315 1.076458e+00 -0.5621421982 -0.2912061689 0.6647056378
## [911,] 0.038392065 4.095804e-01 -1.4983418250 -0.1438610651 0.2675266190
## [912,] 5.147109641 -9.958035e-04 -0.3533679854 0.5085699103 0.3840642807
## [913,] 2.436791152 -2.151367e-01 0.8941283033 -2.1817465999 1.6700261123
## [914,] 1.893601278 1.384136e-01 0.9153198912 1.0946090665 0.0563735129
## [915,] 3.397065852 -6.314666e-01 0.5025968943 -0.1949495668 -0.1386689956
## [916,] -0.178782581 -1.384140e-02 -1.3671364077 0.0169658583 0.0974255215
## [917,] -0.781506434 1.194556e+00 0.2130636438 0.1950902327 -0.2062626352
## [918,] 0.154312226 -5.760607e-01 0.9434950924 1.3108000143 1.3958205634
## [919,] -3.198682623 1.013301e+00 0.1567858192 -0.2277527588 -1.1968130295
## [920,] 1.884129511 -1.340868e+00 -0.9499248968 0.8532163361 -0.4219249083
## [921,] 3.793855279 -1.437627e+00 -0.5820653495 -0.0537881980 0.5677380801
## [922,] 4.220544819 2.033107e-01 -0.8320432337 -0.1273551091 -0.0069377902
## [923,] -4.679895706 -1.202542e+00 1.2017385543 -0.8000091711 -0.2234403341
## [924,] 2.257646006 1.277194e-01 0.2648144957 0.1397871412 0.5179996509
## [925,] 1.751028580 3.120686e-01 -1.3555282576 -0.0633547302 -1.2518817457
## [926,] -1.191520825 -2.743162e+00 0.2882484220 -0.4990934470 1.6209338643
## [927,] -4.721535633 5.026101e-01 -0.8848520595 -0.1039813588 -1.6475688616
## [928,] -0.794740161 6.024312e-01 0.0771356754 -0.8566675467 -0.5068759285
## [929,] 0.710878554 4.763793e-01 -0.6347038704 -0.0178725673 -0.2418701455
## [930,] -4.016583687 -3.380127e-01 0.7754490249 1.6974541756 1.2161998863
## [931,] -2.999771087 6.485262e-01 -1.3077964381 1.8620818462 -0.9746957603
## [932,] 0.734868596 1.765438e+00 -0.4440966050 0.3941847475 -1.4144955515
## [933,] 0.057040424 7.776876e-01 -0.0080939731 -0.9802813141 0.4253069310
## [934,] -13.559453450 1.999326e+00 -0.6704032751 -0.2623591309 -0.1371099059
## [935,] -1.444519764 -2.596481e-01 0.2063020500 1.0290291425 0.8740265968
## [936,] 1.408827484 -7.120288e-01 -0.0912409947 0.0565479133 0.5161612051
## [937,] 1.020975847 4.338073e-01 1.5733950935 -0.1480926895 -1.3134873449
## [938,] 2.508220148 -1.658433e+00 -0.7742089864 0.3251604281 0.0428161889
## [939,] -1.206579640 2.739278e-01 1.1829158578 0.9094481794 0.5339996202
## [940,] -1.994246330 -1.915274e+00 1.9449422959 1.1388111825 -0.1158093796
## [941,] -4.793638698 1.085677e+00 -1.1494851817 -0.0838795682 0.0076869722
## [942,] 2.049613297 -3.603140e-01 0.1741171222 0.6949751251 0.7712395662
## [943,] -7.171943954 -3.114777e+00 -0.0093595275 0.4952146192 -0.9691816667
## [944,] -0.587380330 -5.786285e-02 -0.1232823733 -0.7956956828 0.1033011156
## [945,] 0.035408071 3.017082e-01 -0.9424646804 -0.3008920381 0.3499716534
## [946,] 2.409287524 -1.584821e+00 0.0483972942 -0.8536619476 -1.5643194036
## [947,] -3.233073001 -1.294449e-01 0.0356144686 -0.3155681756 -0.5506327688
## [948,] 0.592208241 1.120530e+00 3.5916907838 -0.5587986200 0.6299846904
## [949,] -0.810453567 2.979357e-01 -0.6011271086 0.0309270793 -1.0186409579
## [950,] -4.953910851 -1.906302e+00 0.5397077912 -0.8956048309 0.9959497485
## [951,] -0.373845588 -3.793631e-01 -0.6871920634 -0.2777408377 0.1366751897
## [952,] 3.607205067 4.048123e-01 1.1291048799 -0.4773703546 -0.4304057000
## [953,] 0.961499440 -5.761542e-01 0.1033906429 -0.8724549156 -0.3876982054
## [954,] -2.322324709 -1.006063e+00 -0.4854713058 0.8575193667 1.1101228511
## [955,] -3.481902486 7.690885e+00 -1.6209016331 -1.8659087220 0.9431249492
## [956,] -3.031108053 -6.892770e-01 -1.6065158081 0.8905840272 1.0563762839
## [957,] -1.974584170 -2.842905e+00 0.1830342020 0.9651772052 2.6602094088
## [958,] -0.801443135 1.903421e+00 -0.0034584351 0.7812080817 -1.1314810516
## [959,] 1.174589228 -9.335707e-02 0.1735296400 0.5925338169 0.0095315328
## [960,] -0.363551506 2.028024e-01 -0.8323304942 -0.6615429163 0.0451641010
## [961,] -0.595550508 1.757556e-01 -0.9118005411 0.2610381195 0.2151981793
## [962,] -0.428386932 -1.851937e+00 2.1719316588 1.1279885097 -0.2407456267
## [963,] 3.428102374 1.402537e-02 1.0064813850 -1.3141744144 -0.2031514932
## [964,] 4.271209483 -8.439031e-01 -0.9401170130 0.2195660523 -1.2313882364
## [965,] 4.491228593 -2.068312e-01 -0.1653410363 1.0741413298 0.8083427248
## [966,] -4.009317576 -1.407672e-01 0.6972309950 1.3559854352 0.8641875929
## [967,] 1.457221118 -2.798944e-01 1.4714441243 1.1198760696 -0.0797400099
## [968,] 1.366246533 -9.564813e-02 0.3889256785 0.1158595274 0.5612512902
## [969,] 5.106694396 -3.523219e-02 -0.2877882506 -0.4510531347 0.2666389548
## [970,] 2.134045874 -8.976012e-01 0.1195369743 -0.5376542373 -0.4933543685
## [971,] 1.621768716 2.793958e+00 0.7642334760 -0.4997318403 -0.5757551090
## [972,] 4.100541628 5.090519e-01 1.2796922010 -0.9059093219 0.0612818067
## [973,] 3.599118432 -1.165801e-01 0.7361455491 -0.1632061896 0.7998679347
## [974,] 2.079196852 -9.672572e-01 1.3626173405 -2.2643287564 0.4529923685
## [975,] 3.595431695 8.133542e-01 0.3195089199 -0.3420298888 0.8112904244
## [976,] -5.861899021 1.362146e-01 -2.5743040275 1.6094066317 -1.9549900402
## [977,] -0.762773687 6.198876e-01 0.4417599501 -0.9873167106 -0.5326869879
## [978,] -1.215745500 -2.634403e+00 -0.8316279101 0.9287415387 0.1804475762
## [979,] -1.665796683 6.877943e-01 0.3367441175 -0.9995334680 -0.0471306594
## [980,] 3.617770024 -4.387608e-01 0.4228542306 -1.1785413624 -0.5647358282
## [981,] 4.500971485 -7.948117e-01 -0.3826083710 0.1011312173 0.1900716063
## [982,] -3.423668421 -1.467396e-01 -0.9154971243 0.4675721763 0.4243599369
## [983,] 0.970395561 -9.664220e-01 -0.1387426435 1.2955596628 2.0016824464
## [984,] -5.555159412 -5.016189e-01 -0.0686123228 0.5348020312 0.3946571310
## [985,] 4.226552649 -2.968731e-02 -0.1524425546 -0.5394109025 -0.1856375935
## [986,] -1.642500904 -2.120366e-01 -0.4836132400 0.6437564173 0.9305793799
## [987,] -6.357177728 -2.049816e+00 -1.3771846622 0.2712396549 0.6499468717
## [988,] 3.402044541 4.732655e-01 -0.3821419927 0.0778539225 -0.4479940363
## [989,] -3.463695890 -2.691698e-01 -0.8710753755 0.0493997709 0.2930861103
## [990,] -2.702750036 -7.480872e-01 -0.3162220188 0.5202238290 -0.6029497294
## [991,] 4.206503911 2.031723e-01 -1.0365602810 -0.5492293674 -0.0347781417
## [992,] 2.312672772 -2.648480e-01 0.6043361008 -0.9082193731 0.7134498787
## [993,] 0.108985936 -1.159695e-01 0.7596428582 -0.9856891638 0.1980014550
## [994,] -4.112726895 -1.389452e+00 -0.4074564095 -0.6407275536 0.3733012539
## [995,] 1.412387411 3.849104e-02 -0.1636820661 -0.0584041742 -0.1019041316
## [996,] 4.665025835 -3.243223e-01 -0.5934424824 -0.3904333563 0.1888146067
## [997,] 0.071773058 1.699214e-02 -0.6438445111 -0.1275894090 0.2896079595
## [998,] -3.849708504 -5.480708e-01 -0.7114723172 1.4068628178 0.0771647985
## [999,] 4.646653110 -6.725182e-01 -0.7772831030 0.1179948100 0.4245476027
## [1000,] -0.547910998 1.042012e+00 -0.3105689491 1.2563194440 -0.3503218325
## [1001,] -1.233745138 3.252821e-01 1.5367525863 -1.0957794599 -0.0294408585
## [1002,] 0.371159088 -7.734670e-01 0.0971685543 0.5054765592 -0.0218823673
## [1003,] 5.114931398 9.029746e-02 -0.5969005917 0.0806411748 0.0563558354
## [1004,] -3.177038685 -8.329184e-01 -0.3739155124 0.5334556143 -0.1342107240
## [1005,] 1.035677127 -9.335738e-01 0.7331824292 0.2029265281 0.0878580576
## [1006,] -7.396131277 -3.951919e+00 3.3922025566 -0.6330246987 0.7208642142
## [1007,] -1.390578460 6.916802e-02 0.5913822187 0.0720746678 -0.6694194940
## [1008,] -3.936844207 -1.302493e+00 0.0774172075 1.1900482149 -0.6703458090
## [1009,] 2.783353287 -4.263222e-01 0.0001924082 1.3519074780 -0.6025934082
## [1010,] -0.129989204 -1.097505e-01 -0.8653399757 -0.2942753034 -0.2953287900
## [1011,] 1.864932667 8.963878e-02 -0.6159052862 2.0272328593 1.6104242461
## [1012,] -0.755606940 -4.550048e-01 0.3542306180 0.5075651729 -0.0499451774
## [1013,] 3.988158230 -5.294304e-01 -1.3988445724 0.5400860722 0.7589968896
## [1014,] 5.140076981 -3.354245e-01 -0.3734677302 0.2108480589 -0.3414064987
## [1015,] 0.312187517 1.356406e+00 0.0098455907 0.0363633622 -1.9823302858
## [1016,] -8.576879550 -1.932249e+00 0.8715091826 1.6758861017 -0.0939685555
## [1017,] 2.928130669 -5.568831e-01 -0.8639713735 0.7887288641 0.1189671876
## [1018,] 4.889485089 -4.146491e-02 -0.8688962688 0.0268733057 -0.0652118392
## [1019,] 2.939830728 -1.944910e+00 -0.6659159360 0.3206506663 0.0359627926
## [1020,] -0.535038454 -5.614898e-02 0.5677989832 0.5868776238 -0.1674651771
## [1021,] -1.727038678 -4.416974e-01 -1.0077239512 0.0728000465 -0.5457764749
## [1022,] 0.076229495 -3.665302e-01 -1.0039548931 -0.6567860194 -0.1075014495
## [1023,] -0.771818607 -3.090842e-02 -0.2780282573 -0.1174801750 -0.0516727310
## [1024,] 0.293376402 4.665837e-02 -0.7972163895 -0.0865039376 0.0398304361
## [1025,] 0.129630544 -2.981601e-01 0.0393520399 -0.7606518553 0.1138401233
## [1026,] 1.718900306 -8.950118e-01 0.7050365362 -0.0568625153 -0.6415126311
## [1027,] -0.373857093 3.331364e-01 -0.3361552966 1.0009930544 0.3795094222
## [1028,] 3.976440458 4.736044e-01 -0.9050862899 -0.2761065425 0.1897460244
## [1029,] -0.856429621 -1.549578e-01 -1.9137365892 0.0931123600 1.0842298337
## [1030,] 3.373856735 -2.499214e-01 -0.4251455410 0.8974103575 0.3755566859
## [1031,] -1.829367479 -2.441226e+00 0.1953576372 0.3082018525 -1.1408797972
## [1032,] 0.960337356 -6.066813e-02 0.2137417404 -0.2286202635 0.4242918075
## [1033,] -1.599694365 1.056839e+00 0.7164427846 0.4181354481 -0.0317029635
## [1034,] -3.232551378 -2.328142e+00 -0.2425306012 -1.1009756010 -0.8997204539
## [1035,] 1.439399809 -1.387828e+00 -0.3452913019 0.8662102088 1.1603855969
## [1036,] 4.533258227 2.030228e-01 0.4524930284 -0.5110875335 0.4480102370
## [1037,] 3.800851826 -4.927901e-01 -0.1375829334 -0.6804964182 0.4680679237
## [1038,] -0.122541689 -2.797570e-02 -0.7309858024 0.0360982962 -0.4807655085
## [1039,] -5.171460145 -1.251861e+00 0.9028362467 1.1512032893 1.7335863677
## [1040,] 2.093559147 -1.557179e+00 0.2986479004 -0.5777113423 -0.6388355208
## [1041,] -3.586663295 9.352585e-01 -0.0164527793 -0.5110282448 1.2357143404
## [1042,] -4.492083978 -1.857284e+00 1.0310541932 0.0268447774 -0.8725935549
## [1043,] 0.835956352 1.069254e+00 -1.3162734791 2.5368500576 0.7966193896
## [1044,] 3.383415256 -1.306073e+00 -0.7165430437 0.5747080523 -0.2825056097
## [1045,] 2.583557038 6.589684e-01 1.7795610135 -0.8583090720 -0.1786047359
## [1046,] 4.701670520 -1.607824e-01 -0.7565194005 -0.5587325058 -0.1148123845
## [1047,] 1.517486957 -1.730194e-01 1.4559998769 -1.0930195358 -1.3627773118
## [1048,] -2.551788482 7.227129e-01 -0.0696722145 -0.1938221982 0.1988611311
## [1049,] -2.808171985 -4.328506e-01 -0.6305757607 -0.2366362969 -0.8462595672
## [1050,] -0.785658766 1.780766e-01 0.3479101742 -0.7307593872 -0.4210161058
## [1051,] -3.031118421 -5.637396e-01 -0.4887065086 -1.1830753784 -0.6683151239
## [1052,] 0.495391667 -3.096583e-01 -0.3613632921 -1.7781307698 0.7009004229
## [1053,] -8.638418184 -7.067460e-01 -2.3382394080 -2.3366998403 0.5770530820
## [1054,] 4.186462171 -8.655246e-01 -1.4409472875 0.2060303622 0.2670083341
## [1055,] -4.914899841 -2.057345e+00 1.5632811442 -1.8971672768 -2.6349221799
## [1056,] 0.713836491 -2.064926e-01 -0.4683404661 -0.7033452783 1.4801373812
## [1057,] -11.265238525 3.256323e+00 -1.3170913588 -0.0269472909 1.7591530792
## [1058,] -1.502349775 4.667206e-01 -0.3362282032 -0.1919816205 0.2006068136
## [1059,] 5.140076981 -3.354245e-01 -0.3734677302 0.2108480589 -0.3414064987
## [1060,] 1.702673895 -8.969910e-01 1.1118822244 0.3138101352 -0.0185883952
## [1061,] -0.636594726 -1.991632e-02 -1.7853405243 0.0897897715 0.6220380675
## [1062,] -3.038037394 -1.088227e-01 -0.9382842059 0.7180626669 0.0648595635
## [1063,] -2.825032768 -1.355186e+00 -0.5231639764 -0.2860292546 -1.5352122891
## [1064,] -2.116013886 -8.672518e-01 -0.0615464520 -0.9371910407 -0.4731397902
## [1065,] 3.379048101 -2.448889e-01 1.0932440438 -0.8145926386 0.4499245806
## [1066,] 0.057040424 7.776876e-01 -0.0080939731 -0.9802813141 0.4253069310
## [1067,] -3.988163784 2.766150e-01 -1.9604665513 -1.4541010531 -0.4385890074
## [1068,] 1.219692471 1.254849e+00 0.9041365889 -0.3991961162 0.0833542698
## [1069,] 0.171195527 -1.418790e+00 -0.3382605786 -0.1846247436 -0.3352336819
## [1070,] 1.427888094 4.604439e-01 0.2790289242 -0.5903503603 0.0079797178
## [1071,] 1.616194174 -1.294796e+00 1.9341473381 3.3923072825 -0.6140320027
## [1072,] 4.027644590 1.141463e-01 0.4872313622 -0.1575698232 0.6576196130
## [1073,] 5.115796615 -1.681763e-01 -0.3766039834 0.4357463220 0.3572804428
## [1074,] 0.523399111 -4.352763e-01 -0.1310949168 0.0846160831 -0.0973136098
## [1075,] -13.813807125 2.167092e+00 -1.0555872396 -0.1840018781 -0.1325219283
## [1076,] 5.114931398 9.029746e-02 -0.5969005917 0.0806411748 0.0563558354
## [1077,] 2.260376051 -6.417496e-01 -1.5960382776 1.7332058959 0.0524798911
## [1078,] -2.530963742 -1.417729e-01 -0.3496655625 2.0946662036 1.7969959831
## [1079,] 0.789854676 -9.333364e-01 0.4639259614 0.5649696629 0.1989338887
## [1080,] 3.174640951 -4.627547e-02 0.2799034303 0.3585947202 0.4942446012
## [1081,] 1.683615331 -5.972265e-01 1.7509085663 0.2401599186 0.0308793487
## [1082,] 4.231381062 -6.202179e-01 -0.5833841658 -0.4535980694 0.1555877570
## [1083,] 1.615916138 -2.293073e-01 -0.0201223241 -0.6286860996 0.3376435279
## [1084,] 3.445253252 -1.529373e-01 0.7349177238 0.8582560640 -0.0271923745
## [1085,] -1.433007473 -4.573996e-02 -0.0974223222 -0.9576671078 -0.2711852977
## [1086,] 4.240419695 9.350606e-01 -0.9684531035 0.4692295313 -0.4322207292
## [1087,] 5.099339406 -2.891226e-01 -0.5522441446 0.0249517760 0.2546406264
## [1088,] 4.694866706 -4.647738e-01 -0.0941786544 0.0500556217 -0.3953457283
## [1089,] -4.775541325 5.288048e-01 -1.2274046164 1.2642097783 -2.1959304161
## [1090,] -1.487233381 7.991415e-01 0.0566486409 0.0237442959 0.1055136353
## Comp.6 Comp.7 Comp.8 Comp.9 Comp.10
## [1,] -0.5036922464 0.5873726611 0.840546131 1.921207e-01 -0.2582340767
## [2,] 0.2041177687 0.9204350351 0.093453879 1.160421e-01 0.3458294838
## [3,] 0.1782900769 -0.3936852328 0.997540650 6.992165e-02 -1.6333276643
## [4,] -0.0924941574 0.3628846155 -0.477146681 4.159026e-02 -0.3811231529
## [5,] -0.1083117416 0.3359897499 0.563264967 -7.559335e-01 -0.4008405659
## [6,] -0.3055036442 -0.0715646502 0.187135242 8.103341e-02 0.3394323835
## [7,] -0.4904472331 -0.2792674802 -0.103507551 -1.492674e-01 0.4302611828
## [8,] 0.1836891948 -1.6163157149 0.884256417 -3.996379e-03 -0.9765180901
## [9,] 0.6973635429 -0.2536823520 0.625139138 1.322620e+00 0.0794531408
## [10,] 0.6303400416 0.1462127719 -0.193671148 2.268276e-01 -0.0147436160
## [11,] 0.1967546742 1.6371455477 -0.197482274 3.321659e-01 -0.3492962897
## [12,] -0.3373108239 -1.5669293613 -0.511240139 -1.555020e+00 -0.1795391364
## [13,] 0.0686422509 0.5352281799 -0.782801704 -6.733933e-01 -0.0210323479
## [14,] 1.3993112189 0.4143472244 -1.475156879 1.317388e+00 -0.6312744985
## [15,] 0.7667949302 -0.1714973865 0.234688244 6.070929e-01 -0.7226540486
## [16,] 0.2330468526 0.8857406432 0.032290295 5.433310e-01 0.1161842409
## [17,] -0.1346992062 0.3719268649 -0.005549927 -1.648601e-01 0.0753747982
## [18,] 1.2298846043 -0.0766633163 1.765787266 1.390643e+00 -1.1795707374
## [19,] 0.1373839318 -0.6653840977 -0.021768774 4.125489e-01 0.4193299677
## [20,] 1.2065264364 1.0559905961 0.560450598 -8.430666e-01 0.6207049029
## [21,] -0.3830689816 -0.5967478276 -2.064088128 3.483154e-01 -0.9919211249
## [22,] -0.0762254190 -0.1912213076 0.454310544 1.017231e+00 -0.4187163524
## [23,] 0.5158077983 0.0583134660 -0.083422010 6.316193e-02 -0.2132618817
## [24,] 0.6295057040 -0.0933113236 1.068689497 3.807862e-01 -0.4618047019
## [25,] -0.6700092442 0.3971638481 1.424137676 -5.218607e-01 -0.5007301068
## [26,] 0.7822126187 0.5335819829 -0.086465904 -4.242032e-01 -0.0962348674
## [27,] 0.3502571208 0.4565709756 0.173092892 6.948999e-02 -0.3223817283
## [28,] -0.0637850916 0.2305079480 0.412370447 -6.713862e-01 -0.3517360776
## [29,] -1.7440538373 -0.2601285120 0.005578084 -9.567990e-01 -0.6948357497
## [30,] 0.5433880161 -0.2871134086 0.055305320 -1.219038e+00 -0.8187317597
## [31,] 0.1719855375 -0.7121743803 -0.797380800 8.758973e-02 0.7377205987
## [32,] 0.5156039304 0.0991784584 1.479083943 -1.418172e+00 -0.8933324023
## [33,] -0.0358754328 -0.1111699789 0.837770572 5.977897e-01 0.1648213668
## [34,] 0.1365664679 0.2494043816 0.383818398 -5.930297e-02 0.4287732540
## [35,] -0.7629703220 -0.5421530797 0.867503696 -7.295174e-01 -0.7131762498
## [36,] 1.4715391376 0.4656175108 -0.383275502 -2.208572e-01 0.2672322513
## [37,] 0.1366949679 -0.2530194163 0.141166367 2.654524e-01 0.3034829818
## [38,] -0.8408244374 1.2463300856 0.456017952 -2.107578e-01 -0.6923023391
## [39,] 0.2185549762 0.5796713484 -0.083837884 4.637711e-01 0.7902505113
## [40,] 0.8440549471 0.6539902791 1.473287170 1.124538e+00 0.3494514793
## [41,] 0.2694482099 -0.6918438107 0.578164499 -2.068711e-01 -0.1259959941
## [42,] -0.2102871863 -0.3751052266 0.922258124 1.108277e+00 0.7691617956
## [43,] 0.2693758723 -0.0096944459 0.218717029 -1.653551e-01 -0.1453854251
## [44,] -0.3077113084 0.1282683463 -0.346456373 -1.815909e-01 -0.1970683429
## [45,] 0.5658795324 -0.0982414749 -0.370751228 1.083068e-01 -0.2892918963
## [46,] -0.8056369517 0.1049781816 -0.079893596 7.168365e-01 -0.1358032875
## [47,] -0.6572135993 0.9138121853 0.253862712 -1.516292e-01 0.1259746772
## [48,] 0.6882684009 0.4594774351 -0.309407477 5.971054e-01 -0.2679850537
## [49,] -0.8242614226 -0.2701918195 -1.056032530 -5.702066e-01 -0.9235954415
## [50,] 1.7890172712 -1.1427690086 1.412372777 -6.487110e-01 -1.4107834480
## [51,] -0.9685940823 0.1976677557 0.286650753 -5.856392e-02 -0.6889918400
## [52,] 0.3674035074 0.5178249436 1.305630344 5.015875e-01 0.3584841626
## [53,] -1.2224398500 -0.1656847136 -0.415739677 4.572834e-01 0.4776773844
## [54,] -0.2260518363 0.1485910801 0.327820370 1.577477e-01 -0.0653338759
## [55,] -0.3929373629 0.7166396305 -0.239926810 1.258863e+00 0.4785467308
## [56,] -1.3180108184 0.0728321732 -0.052764989 -6.773002e-01 -0.0401555071
## [57,] -0.1878716698 0.1386982590 0.762143016 -4.319166e-01 -0.7290199941
## [58,] 0.1089233282 -0.5267381438 0.479834207 2.641791e-02 -0.5199744335
## [59,] 0.9879443338 -0.0953901234 0.930567404 5.194681e-01 -0.9481484676
## [60,] 1.1540757160 0.4194168645 1.201036638 1.829652e+00 -1.3278764233
## [61,] 0.6658895168 -0.1950227091 0.609652357 -1.866511e-01 -1.0015064919
## [62,] -0.4379817142 0.1223697802 0.186565586 3.257081e-01 0.2582095908
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## [645,] 1.6186676854 0.4104645199 0.093913248 3.107393e-02 0.3745674591
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## [649,] 0.1142379910 0.3468176891 0.194110359 -4.882541e-01 0.3604508211
## [650,] 0.5213980671 -0.1522725269 0.854459983 -5.354575e-01 0.3100750234
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## [652,] 0.0423459075 -0.2150363621 -0.381041613 9.644770e-01 -0.5697913008
## [653,] -0.1862000666 -2.6235778165 0.277319426 7.145499e-01 -0.1115642908
## [654,] 2.1026187186 1.0877466251 -0.614383601 -7.659334e-02 0.3774185920
## [655,] 0.4459089160 -0.8505101084 -0.027306193 -8.355684e-02 0.3054508058
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## [657,] -0.5580027244 0.3577175101 -0.213323102 -3.907764e-02 -0.2623913956
## [658,] 0.2862911110 -0.6721897935 0.539867738 -2.539139e-01 -0.1550733880
## [659,] -0.0378357093 -1.4935080537 0.624016472 2.188432e-02 -0.2971176284
## [660,] -1.0641428223 -0.8325229300 -0.610770005 -1.726462e-01 0.5716106767
## [661,] 0.8247637271 0.3881031575 0.503851743 5.598635e-01 -1.3020997451
## [662,] 0.1352753059 -0.5937642410 0.930177794 2.048382e-01 -0.2204462985
## [663,] 0.3391869442 0.6223285219 0.446564764 -4.659303e-01 -0.3361381136
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## [665,] -0.0892259824 0.5851765689 0.401608285 1.619063e-01 0.8333058302
## [666,] 1.1818998349 -0.5006563735 0.196121691 -1.386734e+00 0.6864947456
## [667,] -0.6066464632 -0.2024148929 0.093240074 -2.070774e-01 -0.3987346765
## [668,] 0.0302149938 0.5578686687 -0.887707864 -1.080930e-01 1.5224787969
## [669,] -0.4839573079 -0.0445881164 -0.464642742 -5.869110e-01 0.3623540266
## [670,] -0.5324275596 -1.2501936771 -0.496777865 -3.795703e-01 0.1613859373
## [671,] -0.4065831901 -0.3374675861 -0.193218545 5.603099e-01 0.7096088348
## [672,] -0.4401418537 -1.3319371273 -0.341472972 9.362291e-01 0.9154688260
## [673,] 0.2080774555 -0.2206565956 -0.160111026 6.720436e-02 0.1760321954
## [674,] -0.8836774662 -1.0018906705 -2.183489041 1.490986e+00 -0.7494004733
## [675,] -0.2930127465 0.1972471445 -1.831007794 -6.921615e-01 0.1184988478
## [676,] 1.3374692496 0.1794018475 -0.778043252 -9.753798e-01 0.8643914896
## [677,] -0.0771035825 -0.3894220548 -0.437093849 4.307316e-01 0.5631265050
## [678,] -0.2539096017 -0.3351491883 -0.685312888 -2.617562e-01 0.6480329716
## [679,] -0.1298142663 0.0483275685 0.617428753 1.162577e-01 0.1903325117
## [680,] -0.0549717342 -0.1535842743 -0.271595863 8.056450e-02 -0.3345163708
## [681,] -0.1443849552 0.9126106950 0.321008985 -8.976420e-01 -0.5159124889
## [682,] 0.1833834237 0.0576176031 -0.029793560 1.904004e-01 0.1116243229
## [683,] 2.1063646136 1.5392849777 -0.552581877 -2.750220e-01 0.6773227508
## [684,] 0.0520706202 -0.0513965775 0.158969662 1.192002e-01 0.1499623063
## [685,] -0.0875709953 0.1431125083 0.142510192 -3.514319e-01 -0.9185767727
## [686,] 0.2187174938 -0.0143755393 -0.105006144 2.232788e-01 0.0220976408
## [687,] 0.3928019834 -0.0508825219 0.169100843 2.044096e-01 -0.0104303769
## [688,] 2.4941849434 1.3087624446 -1.689653018 8.140875e-01 -1.0256345616
## [689,] -0.5811183587 -0.7256952527 -0.767341485 -7.840857e-01 0.6809220792
## [690,] 0.5168182812 0.4768750291 -0.417484391 -5.017041e-01 -0.9268900774
## [691,] -0.4040588893 -0.4655919273 -1.315018560 5.867596e-01 1.7099202230
## [692,] 0.8730379554 0.2732943924 -1.440371725 -3.211813e-01 -1.1524891261
## [693,] -0.7016540149 -0.5426126144 0.279206784 -2.858571e-01 -0.3518916650
## [694,] -0.0826929556 -0.3290971578 -0.022265390 5.491901e-01 0.2410227139
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## [696,] -0.2739901324 0.3775814751 -0.730387203 1.092163e-01 0.2223602325
## [697,] -0.5509105598 0.3083346928 -0.107328308 -4.433707e-02 0.2220645363
## [698,] 0.3432053383 -0.2197196426 0.508840868 4.054721e-01 -1.6938514132
## [699,] 0.1923482052 0.3783490418 -0.964591768 5.651670e-02 -0.3746876914
## [700,] -0.1598254333 -0.5331765893 -0.224677695 5.491730e-01 0.6748352942
## [701,] -0.8173852168 0.7066449367 0.547178221 -3.892547e-01 0.9060424218
## [702,] -0.6328045857 -0.4327329822 -0.103807827 3.225920e-01 0.3781596053
## [703,] 0.4874328284 0.7015311619 -1.725055355 -1.861028e+00 0.2732663031
## [704,] 0.8702463387 -0.9346236536 -0.175568043 -1.402173e+00 -0.3285597433
## [705,] 0.0637948279 0.3981310463 0.672550505 -1.653040e-01 -1.8515388721
## [706,] -2.0458656565 0.4903897502 0.485498933 -5.501586e-01 0.5793784896
## [707,] 0.3115167571 0.3194524877 0.217712039 5.948202e-01 -0.3530288245
## [708,] 0.8022449718 -0.1416460411 0.524505053 1.166661e+00 0.1673173103
## [709,] 0.3439936767 0.1456797304 0.061016101 -1.361200e+00 -0.3892093472
## [710,] -0.1887910300 0.0561755242 -0.147832408 -1.034279e+00 -0.1934343076
## [711,] -0.1923660340 0.1878991145 0.251226848 6.366217e-02 -0.1234886638
## [712,] 0.3229784991 -0.4431194225 0.239042679 1.272231e-03 0.9986340973
## [713,] -0.2835447820 0.0692160954 0.193619112 3.515886e-01 0.3499441501
## [714,] -0.0988200634 0.4060372510 -0.659359599 -2.036193e-01 -0.8707021503
## [715,] -0.3723710120 -0.2849759967 0.159376638 -3.133412e-01 -0.6619089355
## [716,] 0.9431814288 0.7331948953 0.019116760 7.890983e-01 0.4587202011
## [717,] 0.2847267740 0.3513641115 0.609984225 -2.314962e-01 -0.7177815303
## [718,] -0.4226474450 -0.3992401859 0.216924062 3.118871e-01 1.2549051746
## [719,] -0.8219197679 -0.6340697231 -0.707848698 -1.159598e+00 1.9437095472
## [720,] 0.1348160331 -0.9342881762 -1.553654598 -4.177544e-01 0.4284796322
## [721,] 1.3768110756 0.5927706784 0.524396861 -7.109867e-01 2.2823630288
## [722,] -1.8298880357 0.2202293772 -0.992810550 -1.294909e-01 1.7830987472
## [723,] 0.2670591097 -0.8029045049 0.245141933 -3.256018e-01 0.9433080393
## [724,] -1.6230522637 0.2225361167 0.008355784 -4.751125e-01 -0.1173225314
## [725,] -0.6830670863 0.0476170683 -1.176312032 3.235116e-01 0.6539111386
## [726,] 0.0279137988 0.8453302240 -0.109704521 -3.319127e-01 0.0150293555
## [727,] -0.4885876088 -0.3908507531 0.512363986 5.319306e-01 -1.1774728186
## [728,] -0.2821766812 0.2035268853 0.459932996 -1.504192e-01 -0.0605862734
## [729,] -0.9703516487 -0.1711892712 0.405675386 1.073997e+00 0.1440971077
## [730,] -0.2569665826 1.0514659211 0.675798531 2.017933e-01 -0.5566045978
## [731,] 0.0352277190 -0.0710505947 0.197266423 1.662429e-01 0.1790397003
## [732,] -3.5556401649 -0.5253560218 -2.233431395 7.909948e-01 1.8710490485
## [733,] -1.3083425582 -1.0854997314 -0.113188448 6.495284e-01 0.2589089805
## [734,] 0.3615370987 0.7470991594 0.659352930 -1.659764e-01 -0.6849904844
## [735,] -0.9239687833 -0.7719681940 -0.028924651 1.866862e-01 1.0434778237
## [736,] -0.8573025393 0.8866615102 0.291621865 -1.228729e-01 -1.1583925523
## [737,] -0.7944970979 -0.2670591697 0.271408052 8.249026e-01 0.2003855928
## [738,] -1.0099465698 -0.6688465998 -0.232831107 -9.960388e-01 -1.5541013780
## [739,] -0.0285776743 -0.4242551292 -0.632586580 -5.687235e-01 0.3086486353
## [740,] -0.2368230582 -1.7789105529 1.180347438 1.673729e+00 -0.0082379004
## [741,] 0.7548716135 -0.5143228538 -0.475446861 9.020987e-01 -0.0994050510
## [742,] -0.3541633350 -0.0747838723 0.126577291 -1.157139e-01 0.2597924890
## [743,] -0.1046487904 0.2452962544 0.305266167 3.137707e-01 -0.1501557276
## [744,] -0.3919452260 0.8258394441 0.320000846 -4.794763e-01 0.6281636391
## [745,] 0.2015944257 0.2115824102 0.198223563 -3.586502e-01 -0.3279834945
## [746,] 0.2531502397 -0.0589428571 -0.151248388 8.666284e-01 0.6102126914
## [747,] 0.3592932524 -0.3473836528 1.077731010 1.259340e-01 0.5487966578
## [748,] 0.2888151725 -0.1901310852 0.332248164 -1.071647e+00 0.3959882965
## [749,] 0.5076479848 -0.3326219600 0.224697902 7.786589e-01 0.3052187345
## [750,] -0.1464459295 0.9852343552 0.668739897 -1.707754e-01 0.3162918441
## [751,] -0.7429778503 0.2972725307 -0.271320019 5.490162e-02 -0.1311156960
## [752,] 0.1099200134 0.5707242722 0.156287771 -5.953208e-01 -0.0450077081
## [753,] 0.3668875668 0.1117708422 -0.590064214 -5.668468e-02 -0.0157488765
## [754,] 0.0340730659 -0.5422953997 0.430660791 -2.735271e-01 -0.1738255145
## [755,] 0.0076766852 -0.8231928645 1.353679236 1.144832e+00 0.8718643312
## [756,] -0.2100886513 -0.3147909611 0.493727378 5.924640e-01 -0.6201122665
## [757,] -0.3683405164 -0.2666337837 0.225981262 5.070179e-01 0.1096752618
## [758,] -0.4468729070 -0.0773339830 0.126587899 1.719731e-02 -0.1885090469
## [759,] 0.6998887621 -0.1114022148 0.006931912 7.794980e-01 0.1161963003
## [760,] -1.0362014345 -0.0908434532 -0.089651844 3.616854e-01 0.3955433795
## [761,] 2.4987943987 0.4864674568 0.015302920 -3.027998e-01 -0.3142809087
## [762,] 0.2554090900 -0.6448428335 0.523751613 2.628451e-01 -0.1161597251
## [763,] -0.2685793801 1.2735161460 0.624841787 1.165934e-01 -0.2687095782
## [764,] 0.4083772501 -0.7589200827 0.421839787 4.063357e-01 0.6684949401
## [765,] -0.3128562041 0.2567117238 1.079885751 -2.438699e-01 0.0240355654
## [766,] 0.0043757978 1.2906031187 1.361666312 -3.672255e-01 0.5467471752
## [767,] -0.4322074771 -0.1757724700 0.218749783 -7.655153e-02 0.3443423838
## [768,] 0.9780824874 0.4186959054 1.455408458 7.729181e-02 0.2709896407
## [769,] 0.2773094256 0.4321026801 0.328651998 4.463635e-01 -0.1386738822
## [770,] 0.0494687983 0.3888701384 -0.069399555 -6.922577e-02 -0.2849437102
## [771,] 0.3502571208 0.4565709756 0.173092892 6.948999e-02 -0.3223817283
## [772,] -0.6227869648 -0.0628714585 0.327485989 2.347107e-01 -0.2575021306
## [773,] -0.5756960138 0.5124325711 0.150462488 -1.050454e+00 0.2400422512
## [774,] -0.8580264702 0.0843525161 -1.392915034 -4.906685e-01 -0.5840882903
## [775,] 1.1929281691 -0.3486100916 0.375996251 3.735616e-01 0.1046097770
## [776,] -0.7588795319 0.4843029458 0.784082866 -1.363631e-02 0.2304050520
## [777,] -0.4747523397 0.3316810275 0.222741832 -2.114712e-01 0.0323910325
## [778,] 0.5206671511 0.0092363397 0.290226020 8.844015e-02 0.3974953399
## [779,] -0.1036196743 -0.4264160385 -0.797466420 1.465006e+00 -0.2571312643
## [780,] -0.0922372560 0.0104972439 -0.503487770 2.734260e-01 0.1765679586
## [781,] -0.0984071101 -0.6391245983 -0.556307817 -2.173242e+00 0.3408817489
## [782,] -0.6297052024 0.9608765228 0.219083177 -1.144217e+00 -0.3446011899
## [783,] -0.0549717342 -0.1535842743 -0.271595863 8.056450e-02 -0.3345163708
## [784,] 0.2016667633 -0.4705669546 0.557671033 -4.001662e-01 -0.3085940635
## [785,] 0.0296878213 -0.6228327656 -0.015446694 -2.947807e-01 1.3272619124
## [786,] 1.2066328293 0.8650488610 0.693233953 -1.968107e-01 0.5548971701
## [787,] 1.8961577996 -0.5408894758 0.140751193 4.946698e-01 0.4398499183
## [788,] 0.6670052886 -0.4895070706 -0.360280115 -1.425237e-01 -0.5506033514
## [789,] 0.4656685702 -0.4210099532 -0.282460357 6.394042e-01 0.0313192015
## [790,] -1.0852874433 -0.3045706199 -0.823613421 4.988551e-02 1.5421818702
## [791,] -0.3077113084 0.1282683463 -0.346456373 -1.815909e-01 -0.1970683429
## [792,] -0.0224833719 -0.3285055414 -0.116184035 -1.057010e+00 -0.4579778890
## [793,] 0.4609540502 0.8437193905 0.475473534 -3.291883e-01 -0.3586011097
## [794,] 0.6944224161 -0.2380071533 0.607262294 8.414674e-01 0.3131657561
## [795,] 0.5261689970 0.1084105279 0.075913846 2.419152e-01 0.7318626890
## [796,] 0.7846533323 -0.3572806266 -0.210741532 6.697851e-01 -0.5795268655
## [797,] 0.1364379679 0.7518281795 0.626470429 -3.840584e-01 0.5540635261
## [798,] -0.4790894550 -0.3501818736 -1.100394477 -1.119081e-01 -0.4470058308
## [799,] -0.2687772840 -0.7778305806 -0.782536638 3.901206e-01 0.2837237305
## [800,] 0.4981467291 -0.4568580439 -0.109385696 2.789326e-02 0.6619923562
## [801,] 0.0271270245 0.6722307664 -1.119306349 -6.776852e-01 -0.6840696670
## [802,] -0.3150631243 -0.2524426424 -1.211581082 -5.357420e-01 0.0307082352
## [803,] 0.0498324271 -0.6234662678 1.216739399 2.020601e+00 1.8609961961
## [804,] -0.2836171196 0.7513654602 -0.165828358 3.931046e-01 0.3305547191
## [805,] 0.3188245050 0.3353080265 0.721507203 2.601752e-01 0.2227966517
## [806,] -0.5461615772 0.1265025820 0.703719633 -1.313959e+00 -0.7897648561
## [807,] 0.1234531077 -0.0190337568 -0.142307731 -7.904794e-02 0.0225115199
## [808,] 0.0352277190 -0.0710505947 0.197266423 1.662429e-01 0.1790397003
## [809,] 0.5661018286 0.7109182786 -0.196077332 -6.805100e-01 -1.1570245140
## [810,] -0.3009323886 0.5591612801 0.151428902 2.271812e-01 -0.6785474103
## [811,] 0.5687791045 -0.2577487444 0.562599604 -7.444379e-01 0.7939707155
## [812,] 0.5039443218 -0.0987223611 0.443074302 1.405931e-02 -0.1320239975
## [813,] -0.3754584999 -1.2577041341 1.838642350 -1.237840e+00 0.5771427099
## [814,] -2.5898666096 -1.3800211609 -0.710065314 -4.142848e-01 1.0653075822
## [815,] 0.9320994409 0.0436902765 0.083463061 4.080181e-01 0.4129334480
## [816,] 1.0910873789 -0.1952145395 0.607032418 -2.233455e-01 0.3260631644
## [817,] -1.1348438284 -1.1841280785 -1.032922576 -1.061724e+00 0.1572314715
## [818,] 0.5265258190 0.1858180289 1.008625965 -2.150596e-01 0.4375035200
## [819,] -0.2682204056 -0.4269478788 0.035315766 9.728441e-01 -0.2310707795
## [820,] -0.3701808958 -1.2641243344 0.032706313 1.194196e-01 0.4017918567
## [821,] -0.8052019922 -0.3177226871 0.082183778 8.038572e-01 0.1513203049
## [822,] -1.4408953740 -0.4937496009 -0.171537714 -2.469270e-01 1.9281065254
## [823,] 0.6599871542 0.5170782650 -0.144190879 -1.054797e+00 0.1034278149
## [824,] -0.1204639607 -0.4752710924 0.102646262 8.441075e-01 0.1327579925
## [825,] 0.3413493452 0.5524185115 0.387758167 -4.287808e-01 0.0444463043
## [826,] -0.1526501892 0.8598296920 0.861663342 1.015663e+00 -1.0539640206
## [827,] -0.8007409001 1.0312278664 2.358671856 -9.250510e-01 1.1832786331
## [828,] 0.2417568184 1.0838179047 0.363970777 7.492632e-01 -0.5799544726
## [829,] 0.1484946144 -1.3661263084 -0.072621536 -2.250166e-01 0.0007808179
## [830,] -0.4943188889 0.8184981144 1.662246664 5.814348e-01 -0.2698727824
## [831,] 0.8087152880 0.1912895436 1.073802531 1.578971e+00 0.2027910710
## [832,] 1.7825726988 -0.1101123820 -0.826282441 -9.834492e-01 0.5492178017
## [833,] 0.3012765858 -0.9622549728 0.031906485 -8.121671e-01 0.6723652370
## [834,] 0.3012796718 -0.7739588657 -1.084920951 7.217579e-02 0.7544371623
## [835,] 0.1071525196 0.1578493678 0.153016462 4.364113e-01 -0.1996890853
## [836,] 0.3849904039 0.4802435617 0.376305213 -1.834544e-01 0.1194131436
## [837,] 1.6763852429 -0.4774658972 -0.238911112 -1.925508e-01 -0.7971187341
## [838,] -0.2747089541 -0.2007087879 0.882714638 -3.739123e-01 0.0365123388
## [839,] 0.2154428885 -0.4811252036 -0.383242503 7.300372e-01 -0.1024789343
## [840,] 0.3440796109 -0.9599276311 0.367458155 8.804225e-02 0.1548414331
## [841,] 1.0472035666 -0.3896386312 -0.292121690 3.416999e-01 0.5506353511
## [842,] -0.5207547597 -0.2232862976 1.710865872 -9.408314e-01 3.6831637627
## [843,] -1.1180352849 0.3937107578 0.532298825 1.608094e-01 0.4225456888
## [844,] 0.1146484231 0.6078599982 -0.277275305 -6.435664e-02 -0.5372516573
## [845,] 0.3712965439 -0.5304273761 1.521668297 6.869333e-01 0.2400513182
## [846,] -0.1063684112 0.0521213413 0.551303992 7.184290e-01 0.7745729651
## [847,] -0.1171782016 1.6327896828 0.701405696 -2.286002e-01 -0.9058774124
## [848,] -0.7924061307 0.3360649996 0.820829413 1.151016e-01 0.0749096338
## [849,] -0.7654784907 -0.1882142848 -0.248677930 6.091226e-01 0.4684314341
## [850,] -0.0254850311 -0.6377993364 -0.627177857 -4.701039e-01 1.0398851233
## [851,] 0.4471109285 -0.6773384643 0.745338472 1.102160e+00 1.2130263700
## [852,] 0.1972811040 0.5190887904 0.183006197 3.743822e-01 0.1602488730
## [853,] -0.4151602460 -0.9187701748 -0.963755512 -5.313522e-02 -0.1405188355
## [854,] 0.0254644437 2.1737809167 0.299997522 2.949740e-02 -1.4292397770
## [855,] 2.1507178190 -0.5947551471 -1.125268984 -1.691136e-01 0.6088015302
## [856,] 1.5991438530 -1.9727277330 -0.443750189 -1.492714e-01 0.6110200694
## [857,] 0.2002263249 0.0772716203 -0.068090321 1.433577e-01 0.0825469289
## [858,] -1.1790169825 -1.4104910942 -0.763450827 -3.816355e-01 0.2831602970
## [859,] -0.1214353211 0.0128891405 -0.316055699 3.027038e-01 0.4971338474
## [860,] 1.8089040298 -1.2145484119 -0.023117504 1.667650e+00 -1.2836396981
## [861,] 0.2160441991 -0.7962639952 -0.312667550 1.805099e+00 0.4544956969
## [862,] 0.0840423262 -0.6616383333 -0.754833011 -2.372805e-01 0.2487449153
## [863,] 0.8071779923 0.4890799692 -0.089058338 3.803002e-01 -0.8283752973
## [864,] 0.4226454656 -0.8035656701 -0.365192293 -6.516978e-02 0.7071658612
## [865,] -0.6153469790 1.8356083307 -0.450574273 -6.481494e-01 -1.5495921215
## [866,] -1.1778797061 0.1089911475 -0.103551333 -1.322050e-01 -1.3125118244
## [867,] -0.1148432753 -0.2526802650 0.210169512 -3.888282e-01 0.0723144370
## [868,] 1.4279213093 -2.0246722605 1.642712089 4.798273e-02 -0.1059909693
## [869,] 0.1776555711 0.0096570351 -0.372092355 1.517347e+00 -1.8434043633
## [870,] 0.0816797002 0.3709501551 -0.550185729 5.376291e-02 0.3622916130
## [871,] 0.1114377767 -1.4216955164 0.073443316 1.375003e-01 -0.1842296565
## [872,] 2.0133233204 -2.7474985199 0.668357470 -2.418713e+00 -1.0340582178
## [873,] -0.9535085348 -0.4009455024 0.628681496 -3.976137e-01 -0.3277983862
## [874,] 0.3882524199 1.3862705948 -0.622415937 -2.045031e+00 2.3143986011
## [875,] -0.5221145323 -0.1293965118 0.537592245 -4.336121e-01 0.8465166600
## [876,] 0.0971079736 -0.3761551245 -0.564130137 9.109936e-02 1.1608768872
## [877,] -0.6899747808 -1.4040815027 -0.177723500 5.492516e-01 -0.4204800496
## [878,] 0.5561213666 -0.1256323541 0.122355347 5.149446e-01 -0.5486009575
## [879,] 0.8557555697 0.8109810792 1.650505094 1.155791e+00 0.7137886020
## [880,] 3.7388021195 -1.9321548603 -1.203328563 -7.385977e-01 -0.8293761315
## [881,] -0.4859184955 0.4485818936 -0.085182164 -3.670250e-01 0.2910238457
## [882,] 1.4592471049 -0.0622136362 -0.893379046 1.061952e+00 0.8191098723
## [883,] 0.3268292705 -0.4837168463 -0.697891813 2.376569e-01 0.2254463584
## [884,] 0.2522709504 0.2127797776 -0.156695583 2.807173e-01 -0.0978757916
## [885,] 1.3271394061 -0.4487235350 1.716068912 1.818925e+00 1.1583071241
## [886,] -0.5073890753 -0.1274339401 0.199619254 7.495730e-01 -0.4973674852
## [887,] 0.1320539100 -0.3503604218 1.100987210 -2.237734e-01 0.0850317130
## [888,] 0.1772470649 0.2406874790 0.833291384 -4.480499e-01 0.2949912289
## [889,] -1.4840117279 -1.4085606985 -1.269141051 -2.711169e-01 0.1217553817
## [890,] 1.0592781408 0.7014540684 0.127436247 -6.904035e-02 -0.8495436192
## [891,] -0.1283173710 0.1139278036 0.476886563 1.379198e-01 0.1067434727
## [892,] -0.3962476246 -0.3343872629 -0.124237418 5.324175e-01 0.4663070289
## [893,] 0.2307127549 0.3419644591 -0.163067272 5.862431e-01 0.6004587380
## [894,] -0.5506616187 0.5419959295 -1.021133142 -1.093655e-01 0.2939205558
## [895,] -0.5695672915 0.3508863301 -0.375841380 -4.209070e-01 0.1913809405
## [896,] 0.8396071277 -0.8837348008 0.832616651 -4.670224e-01 0.1563551925
## [897,] -0.7233837082 -0.1926641442 -1.051848274 -7.847263e-01 -0.6990622757
## [898,] -0.6380198818 0.7111130708 -0.269668497 -5.188480e-01 0.2401527989
## [899,] -0.5338598217 -0.3687407849 -0.096149071 4.758266e-02 -0.2715102768
## [900,] 0.9506346128 -0.7076406592 -0.482925862 -6.915731e-01 -0.3598856105
## [901,] 0.1901956015 0.2011611618 -0.960332807 -6.318479e-01 -2.0719234000
## [902,] -0.4387822882 -0.3829451533 0.349228282 -1.107531e+00 -0.1726794192
## [903,] -0.7836769514 -0.8758987268 0.384699362 3.053718e-01 -0.8048383783
## [904,] -0.1844889735 -0.6392108435 -0.692555844 -7.266139e-01 0.1697994257
## [905,] -0.2675942188 -0.1907896898 0.638222048 -3.353393e-01 0.4018009583
## [906,] 0.6741561701 -1.5684221502 -0.325176097 -8.298001e-01 0.3507232235
## [907,] -1.0176822856 -1.3690417479 1.501566135 -3.835267e-01 1.8679085579
## [908,] 2.5356371419 -3.2951531815 -1.820505553 1.984428e-01 -1.1550579036
## [909,] 0.2693758723 -0.0096944459 0.218717029 -1.653551e-01 -0.1453854251
## [910,] -1.5416631130 -0.9962698590 0.257917608 -5.790039e-01 -0.3301805678
## [911,] -0.7242079591 -0.2173844023 -0.266182787 -1.840476e-01 0.1799098040
## [912,] -0.4747523397 0.3316810275 0.222741832 -2.114712e-01 0.0323910325
## [913,] 0.8552745938 0.6581449952 -0.247837243 -3.557329e-01 -0.3859905910
## [914,] 0.0897905987 -0.9914339105 -1.017378003 -5.816716e-01 0.0980442040
## [915,] -0.3526363502 -0.2762766849 0.149127030 7.696910e-01 -0.2731408899
## [916,] -0.4486298914 -0.1787634694 -0.722237369 -2.109096e-01 -0.3229773974
## [917,] 0.1824873919 -1.2093599070 0.997295461 -9.360629e-01 -0.6726997875
## [918,] -1.9664503618 1.0056101204 0.050784814 -1.161527e-01 -0.5121559475
## [919,] -0.0015220456 1.1042051025 0.675288128 -3.001831e-01 -0.6196998999
## [920,] 0.0537150199 -0.9995033571 -1.876469381 -1.059569e+00 -0.7615946391
## [921,] 0.8272439853 0.7509166562 0.363131317 -9.405151e-01 0.7870472262
## [922,] -0.0184043725 0.3032065839 -0.095844296 9.741458e-01 -0.0635692942
## [923,] -0.7180513057 -0.0249924339 0.183857970 8.045787e-01 0.8915963818
## [924,] -0.1030359999 -0.5457866282 0.394122241 2.156579e-01 -0.7093837867
## [925,] -0.1826359338 -1.0197100173 -0.145629123 1.551719e+00 1.4873488261
## [926,] 0.2597647734 0.0533258136 0.105544973 1.465123e+00 0.3051570266
## [927,] -1.2306090595 0.0470301361 -0.162766290 -3.208863e-01 0.2421713892
## [928,] 0.0742344754 0.0359815926 0.337858535 3.175299e-01 0.9792849608
## [929,] -0.3951997558 0.2296469976 0.157001053 -3.278106e-01 0.1591993994
## [930,] -0.3571307178 -0.2133673588 -1.051315875 -3.586378e-01 0.8913635735
## [931,] 2.0374475751 0.5809837567 0.347086214 1.952122e-01 0.5755281115
## [932,] 0.6336473607 0.0174775436 0.164101491 -5.191831e-01 0.2501851214
## [933,] -0.3301211761 -0.0806899962 0.058872880 3.065689e-01 0.2070951983
## [934,] 0.1437215821 0.5668689422 0.607063863 2.626140e-01 -0.2612194355
## [935,] 0.2750383939 0.8957380784 -0.290005373 -9.106529e-01 0.0293238749
## [936,] -0.6901032807 -0.9016577048 0.064928531 2.244962e-01 -0.2951897775
## [937,] 0.5827556603 0.7582461826 0.431026658 3.825098e-02 0.3847486308
## [938,] 0.1669835200 0.7323570497 -0.149610528 2.511209e-01 -0.5066415283
## [939,] 0.3278375983 -1.0511490127 -0.821768801 1.492589e+00 0.4616128941
## [940,] 0.3961053348 -1.1039110170 0.534883078 3.704828e-01 -0.5866941795
## [941,] -0.1121015562 -0.6279927693 0.539267486 -3.304462e-01 -0.4314956132
## [942,] 0.8012834366 -0.1798692597 0.062534361 -6.746190e-01 -0.9212944774
## [943,] -0.8340121920 0.5302341656 0.358786086 1.535361e+00 0.1696304376
## [944,] 0.2215141767 0.4709854619 0.240315465 -5.371146e-01 -0.0882501788
## [945,] 0.0304760923 0.7401477378 0.587151058 -4.641891e-01 -0.0471357127
## [946,] -0.1843128907 0.2623302487 -2.277600245 2.914445e-01 -1.2129813441
## [947,] 0.2500509696 -0.4469636664 -0.215328303 -3.782633e-01 0.1063607181
## [948,] -0.9018774203 -2.0395869407 0.220514332 1.021432e+00 0.4609582353
## [949,] 0.1261035345 0.6899097390 0.078179306 1.423445e+00 1.7771800285
## [950,] 1.2768470210 -0.7858904942 -0.408106935 -5.552808e-01 -0.0609800405
## [951,] 0.3371183486 0.6726763392 0.740523308 -8.333833e-01 0.4251384853
## [952,] -0.4115667185 -0.7951729900 0.685924616 9.649636e-01 -0.3398146013
## [953,] -0.3792743185 -0.8416812662 -0.076841635 -2.302372e-01 0.6411770741
## [954,] 0.2141309743 -0.1918842361 0.700691534 -4.238008e-01 -0.0272231215
## [955,] -1.4718409534 -1.1330396780 -1.132970090 -1.222472e+00 1.4016720630
## [956,] 0.8089585982 -0.1667222667 -0.631837181 1.719064e+00 0.4401038593
## [957,] 1.7613806323 0.7261787861 -0.887058848 -3.945200e-01 -0.4166318618
## [958,] 0.0266801323 -0.3420678237 0.096730644 -3.735608e-01 1.2594877630
## [959,] -0.8815625159 -0.7307721890 -0.108562875 -1.073082e-01 -0.0228060060
## [960,] -0.6254387056 0.1153595314 -0.512829521 -4.934767e-01 0.1497304528
## [961,] -0.1208580388 0.2585736558 0.161303586 4.272419e-01 -0.7047448704
## [962,] -0.4634598087 1.8762775436 0.963457775 1.371454e+00 0.7178507256
## [963,] 0.1438732037 -0.7058496329 -0.029438294 -2.781387e-01 0.3511895208
## [964,] -0.7035525836 -0.6073727573 -0.143824839 1.923557e-01 -0.2396860308
## [965,] -0.3608565819 0.3653491202 0.483757598 5.678671e-01 -0.3678169952
## [966,] -0.4333104668 -0.2343039525 -1.593564988 1.173817e-01 0.8493557592
## [967,] -0.6840997170 0.9546006382 0.197382073 -4.782098e-01 -0.2321617856
## [968,] 0.4576577113 0.1066567851 0.466568899 -2.482921e-01 -0.3448260508
## [969,] -0.1456845776 0.0106924661 0.147586362 1.328871e-01 0.0432492553
## [970,] -0.7988764717 0.0278418942 -0.079468215 -6.771558e-02 0.3322993853
## [971,] 1.8221549511 -1.1367941010 -0.530905383 1.166485e+00 0.4204701966
## [972,] -0.7564237108 0.0857113802 -0.324441055 3.058248e-01 0.2208710895
## [973,] -0.1226143829 0.2732741467 -0.593627667 1.605723e-01 -0.4262654315
## [974,] 0.5812547669 0.5650463674 0.170261529 2.355912e-01 0.7840308078
## [975,] 0.5196428010 -0.3073636966 0.354423113 -8.177231e-01 0.0734688934
## [976,] -1.1553429760 -2.1135439108 0.701731515 -6.420456e-01 1.3724463101
## [977,] -0.0081745539 -0.6811066146 0.437611995 1.554628e-01 -0.1445807136
## [978,] 3.8197774067 -2.2007480117 -0.047499647 5.690778e-01 -0.9256147746
## [979,] 1.1087847986 -0.0354152038 0.303510724 -7.902897e-01 0.9059774834
## [980,] -0.3159805527 0.2800664608 -0.742941274 -1.530619e-01 0.1420985192
## [981,] 0.6914571843 0.2427115245 0.251713132 -4.554026e-01 0.7443003123
## [982,] -0.4345663715 0.4241232632 -0.263212308 3.779033e-01 0.4908547248
## [983,] 1.0959637253 0.3339538245 -1.861069735 -2.329038e-01 1.5063589637
## [984,] 0.8766893121 -1.8185198928 -1.498794328 -5.797525e-01 -0.3017239480
## [985,] 0.4057215576 0.3281859605 -0.005195329 -1.976727e-01 -0.2227030717
## [986,] -0.7906671329 -0.1249681373 -0.525309404 7.989878e-01 -0.3851377283
## [987,] 0.3290845976 -1.5092584008 2.530205257 -7.414924e-01 1.2835360497
## [988,] -0.3442757260 1.1908900101 0.044660599 -2.136820e-01 -0.2817770895
## [989,] -0.6922598160 -0.1670531422 0.847180152 -5.096897e-01 -0.5596409681
## [990,] -0.2330618303 1.0129235338 1.589653010 -7.316896e-02 -0.4643312395
## [991,] -0.2720621765 0.5405015533 0.400073713 3.923575e-01 0.5665261430
## [992,] -0.6740615197 0.6538502458 -0.360254453 1.064632e-01 -0.2030053072
## [993,] -0.5721102686 -1.3257605064 0.643907814 -1.999670e-01 -0.3377833602
## [994,] 0.3387120926 -0.9308030231 0.100053741 -2.229443e-01 -0.2746762016
## [995,] -0.7530198269 -0.1110297094 -0.084908885 -4.918519e-01 0.1460631716
## [996,] 0.1293415193 0.9984456320 0.302681785 -5.534055e-01 -0.3575984477
## [997,] 0.2441868083 0.5237550996 0.249744522 -9.024134e-01 0.7535374054
## [998,] -0.5551934506 0.2600830227 1.045992617 7.481541e-01 -1.4953351052
## [999,] 0.1472390114 0.0683616830 0.127552524 -3.990022e-01 0.5893522150
## [1000,] -0.3922005297 0.6316635638 0.414118878 7.677526e-01 0.0831912972
## [1001,] 0.0058842545 0.6885331149 -0.527110268 1.371504e+00 -1.3195744935
## [1002,] -0.6801486059 -0.1069591380 -0.704507646 -1.086449e+00 0.0049446319
## [1003,] 0.2016667633 -0.4705669546 0.557671033 -4.001662e-01 -0.3085940635
## [1004,] -0.2260402045 0.2499374181 -0.124812358 4.811211e-01 0.5845464637
## [1005,] 0.4523145856 -0.1391232096 -0.305260006 3.402052e-01 0.3709782191
## [1006,] -0.4078099188 -0.7111042831 -0.940587623 1.794036e+00 0.5346475880
## [1007,] -0.0796617187 0.2129788839 -1.042741617 -1.120588e-01 -0.5792830810
## [1008,] 0.2530132140 -1.7729375187 -0.531477967 -7.663872e-01 2.1158662854
## [1009,] -0.1993327413 0.3625386553 -1.138816048 -7.908682e-01 0.0446248338
## [1010,] -0.3214524260 0.3306137656 -0.292515279 -5.879257e-02 -0.3681518421
## [1011,] -0.4059803996 -0.3743071022 -0.515758175 -2.392331e-01 -0.4637467875
## [1012,] -0.0261713627 -0.7848100236 0.374211147 -1.053520e+00 -0.7232925701
## [1013,] -0.7584729939 -0.5203899716 -0.888966691 -4.632755e-02 -0.0379790348
## [1014,] 0.0520706202 -0.0513965775 0.158969662 1.192002e-01 0.1499623063
## [1015,] 0.5673844815 -0.3104100143 1.457933154 -1.249922e+00 -0.2199826149
## [1016,] 0.4804689995 -0.8162007237 0.143252694 -3.855300e-01 0.1836519360
## [1017,] 0.8512724860 -0.5843517525 -0.457470564 -5.903112e-01 0.2303786480
## [1018,] -0.0784157539 -0.5886847349 0.462673964 -4.245317e-01 -0.4896504011
## [1019,] 0.8294337248 -0.0255094019 0.477974142 2.960319e-01 -0.4067869842
## [1020,] 0.9234620318 -0.2704137491 0.351400641 -8.931740e-01 -0.4530609522
## [1021,] 0.0569386180 -0.3271092115 0.878139132 7.047245e-01 -0.8606660616
## [1022,] 0.2627825017 0.5736473373 0.644618810 -5.924996e-01 0.8694939052
## [1023,] -0.6561843000 0.3495757173 0.046931493 8.035522e-02 0.1454835853
## [1024,] -0.1283173710 0.1139278036 0.476886563 1.379198e-01 0.1067434727
## [1025,] -0.8455664358 -0.0406185402 -0.142413960 -5.394528e-01 -0.4905722382
## [1026,] 0.4454405646 -1.5758167844 0.370105938 3.894466e-01 -0.0706898730
## [1027,] -0.8465084250 0.3355738685 0.716508546 4.083564e-01 -0.0022277218
## [1028,] -0.1327262961 0.2376641327 -0.279260323 6.844327e-01 0.1239670463
## [1029,] -0.2697004615 -0.6767915954 -0.867055156 2.578021e-01 -0.0226517210
## [1030,] 1.0542798827 -1.5572013353 -0.012434320 -5.562351e-01 -1.1194796634
## [1031,] 0.5760221989 -0.0355958067 -0.075406290 -7.791073e-01 -0.4026399248
## [1032,] -0.4267820617 -1.1112631223 -0.361646029 2.701913e-02 0.0954497811
## [1033,] -1.2521892552 -0.5760752496 0.274180013 -7.890298e-01 -0.4891973719
## [1034,] -1.2183079332 -0.3753219445 0.670699263 3.933399e-01 0.2711270398
## [1035,] -0.7125585357 -0.0674973149 -0.158373598 7.465825e-01 0.3978619387
## [1036,] -0.8888604767 0.1715796968 0.230538192 1.597361e-01 0.3831525784
## [1037,] -0.0531590798 -0.6620019807 -0.026496004 1.040872e+00 0.3057385705
## [1038,] -0.0931381433 0.1035829179 -0.308625505 -4.494979e-01 0.3495389169
## [1039,] 0.2974909051 -0.7265104048 -0.173368916 -8.483145e-01 0.0108293862
## [1040,] 0.9965421004 0.5359580658 -0.172704239 -1.366703e+00 0.1434710081
## [1041,] 1.0044448105 1.5552619619 1.221246957 -7.632981e-01 0.6796420979
## [1042,] 0.8881267832 -0.1799111829 -0.278872388 2.550050e-01 -1.7277908993
## [1043,] 1.7857947697 0.6168191706 -0.357717209 1.743030e+00 -0.1720731763
## [1044,] 0.1692529372 -0.1039778225 -0.954318129 1.045983e+00 -0.8206892502
## [1045,] -0.5626766503 -0.9205619317 1.361291098 -3.285291e-01 0.3965095993
## [1046,] -0.7504625866 0.0345819861 -0.996695946 -2.094907e-01 -0.2558097676
## [1047,] -1.5861270832 -0.5961343581 -0.643536909 9.279766e-02 -0.3517604407
## [1048,] -0.0823699140 -0.8773820095 0.473022507 1.635009e-01 0.8105359835
## [1049,] 0.5774569734 -0.4129080744 -0.162771951 -5.956166e-01 0.0915224637
## [1050,] -0.1623644802 -0.1425311338 0.452830247 5.799752e-01 -0.0291821620
## [1051,] 0.1158151502 0.2538711407 -0.610519262 -1.424262e+00 0.4503464948
## [1052,] -1.0005620106 -0.9235598762 -0.498931199 -1.339721e-01 -0.2706584685
## [1053,] 0.9958667206 1.1440634892 1.376434001 5.918148e-01 0.6667726111
## [1054,] -0.3987859699 -0.4375654583 -0.827091965 -1.687004e-01 -0.1231533975
## [1055,] -0.3921544540 -0.2581138347 -0.198769796 6.164992e-01 -2.5137409280
## [1056,] -0.6172113105 0.7741673037 -0.330021952 6.186186e-01 0.1392741993
## [1057,] -0.3619133814 0.1187621883 1.399093784 1.430611e+00 0.9707875494
## [1058,] 1.4377192401 -0.5068259328 0.361725994 -7.971470e-01 0.3902298489
## [1059,] 0.0520706202 -0.0513965775 0.158969662 1.192002e-01 0.1499623063
## [1060,] 0.3391299308 -0.4495364814 0.293192290 -2.766308e-02 -0.1348821958
## [1061,] -0.6155035885 -0.5777168419 -0.925123821 -8.999911e-02 0.1110286537
## [1062,] -0.0629664404 0.5603602449 0.359384642 -1.018491e+00 -0.6294506570
## [1063,] -1.3046531918 1.3746717217 -0.718616416 9.708757e-01 -2.0836215825
## [1064,] 0.0327305541 0.0060767135 -0.726292082 4.443375e-01 0.2384069400
## [1065,] 0.4655137242 -0.2625142545 -0.442569551 5.508639e-01 -0.1569299839
## [1066,] -0.3301211761 -0.0806899962 0.058872880 3.065689e-01 0.2070951983
## [1067,] 0.6978874836 -0.4077819387 -0.008022230 3.207915e-01 -0.0784284276
## [1068,] 0.9391229919 0.1825810161 1.111764960 -8.733253e-02 -0.3469839562
## [1069,] -1.2459165194 -0.5013297984 0.819358181 -1.770718e-01 -0.0770515849
## [1070,] -0.2713000129 0.1642489412 0.101274617 1.709922e-01 -1.1019555456
## [1071,] -1.3153765158 0.5397217420 0.799212668 1.026786e+00 0.5319811080
## [1072,] -0.4374169612 0.1075849108 -0.102591877 3.233608e-02 -0.2309853886
## [1073,] -0.1923660340 0.1878991145 0.251226848 6.366217e-02 -0.1234886638
## [1074,] -0.2114500137 -0.4595671408 0.229329944 -1.881487e-01 0.0443098519
## [1075,] -0.4457284592 0.1706849460 0.271891336 -1.866824e-01 0.2464315812
## [1076,] 0.2016667633 -0.4705669546 0.557671033 -4.001662e-01 -0.3085940635
## [1077,] -2.4517167551 -0.8751250091 -1.179827783 2.370562e-01 -0.3483349363
## [1078,] -0.6183013243 -0.2462444680 -0.502568267 -2.401320e-01 0.4724843742
## [1079,] -0.6184995209 -0.8690162628 0.138916529 2.607710e-04 0.1024097937
## [1080,] 0.1338372900 0.8622283195 -0.880007213 -1.315840e+00 0.2327052925
## [1081,] -0.6074598272 0.2398842139 -0.635857057 1.081484e-01 0.4278255484
## [1082,] -0.1096079121 -0.1358137589 -0.411456205 -2.873163e-01 -0.3673915066
## [1083,] -0.6835045530 0.4081100057 0.223157713 -2.017599e+00 0.1850921052
## [1084,] -0.1674011042 -0.4579635591 0.700177645 7.658427e-02 -0.4079784696
## [1085,] -0.2982146177 0.0088420138 -0.619430048 4.591652e-01 -0.2116043212
## [1086,] 1.1929281691 -0.3486100916 0.375996251 3.735616e-01 0.1046097770
## [1087,] 0.2015944257 0.2115824102 0.198223563 -3.586502e-01 -0.3279834945
## [1088,] 0.3682412994 0.2486034483 -0.065752243 -2.545715e-01 -0.4558481600
## [1089,] 0.9488691908 2.2687400629 -2.532958105 -1.010289e+00 -0.8584180956
## [1090,] 0.0253312469 1.0343778366 -1.277527615 -6.905962e-01 -0.5487760839
## Comp.11 Comp.12 Comp.13 Comp.14 Comp.15
## [1,] 0.1453030717 -0.277293920 -0.164295509 -0.2751782383 -0.158565713
## [2,] 0.3499403313 -0.552129890 0.049668244 -0.3544749884 -0.661386874
## [3,] 1.4772229317 0.369906620 -0.408223243 0.0871865536 -0.653356263
## [4,] -0.2187353953 0.038786758 -0.250418248 -0.7458353612 0.449272353
## [5,] -0.2888975674 0.137106666 -0.979699870 -0.0842664535 0.137041514
## [6,] 0.5500335681 -0.005022598 0.844769696 -0.1862407287 -0.560408235
## [7,] -0.2038385280 0.279322581 1.050910881 0.7515976713 -0.418793725
## [8,] 0.1024215229 0.262366086 1.545489780 -0.1720044549 -0.108875396
## [9,] -0.0912318987 0.189685755 -0.204016305 0.2797580945 0.452112769
## [10,] 0.2064636454 -1.367865937 -0.074987405 0.8369726075 0.259130634
## [11,] -1.2418794750 -0.388382799 -0.040065681 0.8270024051 0.079781668
## [12,] 0.0885810900 0.271637135 0.145101922 0.0796609357 -0.101407884
## [13,] -0.9314972561 -1.554995266 -0.335724863 -0.4263089502 0.183185273
## [14,] -0.5544257238 0.246243589 0.171201540 0.0058980012 -0.277950157
## [15,] 0.3880842533 0.403162621 -0.323945080 0.6250400282 -0.725599123
## [16,] 0.4121097924 -0.225367900 0.987694191 0.6447007379 -0.069595015
## [17,] 0.0372092145 -0.161275956 0.165603349 0.6922166588 -0.021491086
## [18,] -0.3146350503 -1.440239109 -0.818842674 -0.5354198113 -1.071485505
## [19,] 0.6498802437 -0.258883333 0.731894743 0.4472755667 -0.377015946
## [20,] 0.6908277030 -1.928918728 0.607429048 -2.2753824423 1.181484760
## [21,] 0.8166746617 -1.335692498 -0.297674964 1.3608069819 1.231345791
## [22,] -0.7863929584 -0.438450248 0.888309174 0.3584925422 -0.076460586
## [23,] -0.1213920605 -0.501775990 -0.014970630 0.2931841512 -0.018871613
## [24,] -0.3776116317 -0.446628577 0.602887855 -0.6834397131 0.420395251
## [25,] -0.1962030795 -0.122295658 0.011654413 -0.0841491233 -0.096518822
## [26,] -0.8261018066 -0.353579125 -0.115717056 0.2034234548 -0.736681522
## [27,] -0.2269795468 0.071439417 -0.196731119 -0.5420931340 0.061313014
## [28,] 0.1367145388 -0.473851259 -0.012982347 -0.5744770086 0.445800822
## [29,] -0.1900244789 -0.359917765 0.037617384 -0.0628452117 0.082760508
## [30,] 0.8755518417 -0.254062824 0.737172216 0.7710733418 -0.039746808
## [31,] 0.6188791801 -0.185056557 1.571086029 0.0558655186 -0.642409771
## [32,] -0.4018364283 0.310165826 0.119569341 0.4848131480 -0.074643405
## [33,] -0.2474452566 0.247473805 -0.145372481 -0.1442420099 0.262625543
## [34,] 0.1685825912 -0.021137394 0.148600711 0.0671984004 -0.350614060
## [35,] -1.1018318469 1.203240687 0.162526808 0.2460794091 0.673079453
## [36,] -1.0629930428 -0.568571668 -0.695073621 1.1829379135 -0.267021471
## [37,] 0.4341345970 -0.347093030 0.807803220 0.0027428248 -0.518835288
## [38,] 0.2350233074 -1.067567754 -1.370738864 -0.2211811760 0.580023403
## [39,] 0.8521856356 -0.460298728 0.234409520 0.4278406135 0.034293811
## [40,] 0.0046488120 -1.014767837 1.079050762 0.5615384770 0.067405795
## [41,] 0.3668015375 -0.190182550 0.192170792 0.0303161736 -0.042292316
## [42,] -0.6226070329 0.255481233 -0.042386977 -0.2307279026 -0.814001643
## [43,] -0.2403936525 0.144627148 1.101077706 0.2669762740 -0.237902086
## [44,] 0.0400776635 0.103916197 -0.085859397 -0.0129243912 0.310432446
## [45,] 0.6153067684 -0.218290630 -0.529338960 -0.6629097344 -0.266439223
## [46,] 0.2100701027 -1.024736250 1.305028456 0.7589910254 -0.208351296
## [47,] -0.8449847918 0.128957527 0.641971784 -0.5808444968 0.818328681
## [48,] 0.1558495191 0.375030515 1.111403834 0.4543473424 -0.124900643
## [49,] -0.4458498982 0.172107133 0.847350895 -0.8778345956 -0.067527418
## [50,] 0.5725706588 -0.600046353 0.369188074 -0.5904742339 -2.096933945
## [51,] -0.3694116320 -0.048913070 0.655193780 -0.1100672180 1.098008869
## [52,] 0.5142489905 -0.620420155 0.639363048 0.0042034399 -0.297997913
## [53,] -0.4608605420 -0.203694828 1.188160787 0.3079925513 0.421195273
## [54,] -0.0097847303 -0.307983088 0.138726667 0.1258532595 0.040987332
## [55,] -0.1125192404 0.249034682 0.051090738 0.5387077732 0.124810948
## [56,] -1.2100100246 -0.573919401 -0.280865667 -0.0849301743 -0.769728186
## [57,] 0.4486020453 -0.791601890 0.920050596 0.3024138889 -0.018931264
## [58,] -0.3637078996 -0.710120810 -0.644815379 0.4557966387 0.431810144
## [59,] 1.0558674798 0.034276438 0.679051342 0.1216634845 -0.451715437
## [60,] 1.0403813765 -0.323343372 0.784159166 -0.1689151429 -1.264384630
## [61,] -0.3097594761 1.034368627 -1.848612002 0.5432591993 0.064259803
## [62,] 0.0405505407 0.278900798 -0.160493562 -0.2012627406 -0.642199911
## [63,] -0.3342650640 -0.831523940 -0.902409450 -0.3993849747 -0.998066417
## [64,] -0.4985864582 0.614863887 0.810511966 0.4028888265 -0.434083992
## [65,] 1.2626223813 0.159404532 -0.206113536 -0.3040535570 0.187645535
## [66,] 0.9767062388 -0.506307323 0.640508227 0.2333194299 -0.274416076
## [67,] 0.2154726792 -0.350813232 -0.329163936 -0.8658430647 -0.482322139
## [68,] 0.3562162349 0.604745969 -1.011249928 -1.3833935615 0.221613072
## [69,] -0.2884712205 0.179415090 0.466304202 1.1580701296 -0.676942637
## [70,] 0.2514752850 -0.161053466 0.507852709 0.0535452473 -0.257649581
## [71,] 1.0472055492 -0.511110430 0.657999346 -0.2442223288 0.011203764
## [72,] -0.4199882247 0.615304873 -0.830741676 -1.0174500468 -1.203075270
## [73,] -0.1323210143 0.579965013 0.599816981 0.7343191227 0.706626092
## [74,] 0.0639668441 -0.073929062 -0.070702110 -0.0779718653 -0.149172961
## [75,] -0.0768504906 -0.091458762 0.224775526 0.5122416997 -0.161508176
## [76,] -0.2886499508 -0.723911515 0.967029725 -0.1358094879 0.190033608
## [77,] 0.7215562197 0.233808749 -0.504801646 0.0095883140 -0.182061212
## [78,] 0.3358045145 -0.423208031 -0.044025476 -0.5465581118 -0.301096890
## [79,] 1.1500037599 -1.220187195 -0.494873236 0.3481468385 -1.635736481
## [80,] -0.2307653409 -0.107293071 1.427306346 0.5227213613 -0.053683237
## [81,] -0.5250355027 0.400817806 0.468304457 0.8156137366 -0.241630910
## [82,] -0.2458193013 -0.440115200 -0.019771383 -0.9209794804 -0.176848553
## [83,] -0.5271987901 0.352841915 0.189542678 -0.6084974373 -0.111997713
## [84,] 0.3611678235 -1.408135467 0.960537144 -0.5617973914 -0.877752186
## [85,] 0.4943060978 0.127917313 -0.116873876 0.8796454718 -0.196753023
## [86,] -0.3196674323 0.102353052 -0.341744192 -0.4634534359 -0.013130292
## [87,] 0.2060285072 -0.135271838 -0.575345732 0.3996575077 0.258373511
## [88,] 1.4764590477 -1.530743953 0.275462198 0.7260170880 -0.368379917
## [89,] 0.3673742562 0.181016967 0.544819186 -0.1354383063 -0.299222528
## [90,] -0.0176347875 0.615084669 -0.757714868 -0.4721931051 -1.432738146
## [91,] -0.0124465540 0.100717168 0.511498893 0.1517739909 0.149553740
## [92,] 0.0599603012 -0.273986457 0.272556131 -0.0004923959 -0.230200470
## [93,] -0.0154444121 -0.360940294 -0.561482060 -0.8865574445 -0.269315424
## [94,] -0.2079980396 -0.068776618 0.450513814 -0.5074540338 1.023298482
## [95,] 1.0570925620 0.519037247 -1.006866410 -1.0083474932 -0.261829409
## [96,] -1.4717120278 -0.237701655 -0.373031398 0.7564303225 0.702001945
## [97,] -1.3660209100 0.919223080 -0.298568502 -0.2306574251 0.358056477
## [98,] 0.5907316168 -0.053309534 -1.751999218 -0.6694522566 -0.073474625
## [99,] 0.5780107623 -0.134476094 -0.144537692 0.5073385589 -0.071566331
## [100,] -0.6282568947 -0.653131636 0.439060013 -0.0276663044 -0.225717744
## [101,] 0.3030135910 0.271638499 0.016949870 -0.7961196940 0.200032722
## [102,] 0.3204509998 0.048570942 0.086110021 -0.6603217087 0.092298624
## [103,] 0.7374837851 -0.999518468 -0.639463560 0.4599562584 0.222355191
## [104,] -0.0989958585 -0.333869447 -0.641347554 0.0636482777 -0.291064520
## [105,] 0.7686034399 0.058923128 -0.077571069 -0.1964532143 0.319284204
## [106,] 0.1105145846 0.139797861 0.228948401 -0.3679355101 0.013026996
## [107,] -0.6232462969 0.018168868 0.809073508 -1.0213664789 -0.101782260
## [108,] 0.1316286688 -0.224574651 -0.154778455 -0.2056059573 -0.439271832
## [109,] 0.6882232583 0.241667201 0.278739533 0.8920915715 -0.481137547
## [110,] -0.1996786893 -0.190271433 0.765420486 0.3468172292 -0.567232101
## [111,] -0.0387657827 0.418690007 -0.116102462 0.7026167274 0.146371798
## [112,] -0.2726734875 0.249060184 -0.314867510 0.1029099633 -0.075608710
## [113,] -0.7282432614 -0.207629598 -0.432528947 0.0755379491 -0.291938069
## [114,] -0.0318190741 -1.464924680 0.206958470 -0.1265709505 0.588777162
## [115,] -0.0054930893 -0.159705557 0.021995846 0.1042005977 -0.060444561
## [116,] 0.4500708654 0.343525943 0.683757883 -0.6618779427 -0.229138366
## [117,] -0.6797363286 -0.133866161 0.074038895 0.8576212038 0.096328213
## [118,] -0.2908076188 -0.458289835 0.213148324 -0.4888968553 -0.324151734
## [119,] -0.3741371407 -0.552343082 0.378121925 -0.1889623533 -0.626191187
## [120,] 0.4438246212 0.258123546 0.223041783 -0.2291196797 0.123781039
## [121,] 0.1474166764 0.357955283 0.277077730 0.0828420799 -0.033915080
## [122,] -0.1449934533 -0.140067275 0.467522815 -0.3697374095 -0.526017047
## [123,] -0.8249919001 0.183537513 0.320367258 -0.0090823294 0.339919628
## [124,] -0.9735554353 -0.584260540 -0.319239239 0.5664361160 0.210878438
## [125,] 0.5174316051 -0.148170369 -0.852392377 -0.0670618725 0.106350597
## [126,] 0.4189953208 0.165328681 -0.161741882 0.0134277112 -1.186395447
## [127,] 1.8323343646 0.018549280 0.551173127 -0.3402829479 1.047888289
## [128,] 0.4397138207 -0.095188243 0.578640042 0.4924623597 -0.009133641
## [129,] -0.1983474738 -0.098936679 0.647054544 -0.5265673911 0.472034730
## [130,] -0.1394321164 -0.297808199 0.175303855 -0.5492133216 -0.586445640
## [131,] -0.0950543408 -0.166385235 -0.303437854 0.6214251279 -0.588607224
## [132,] 0.3050890433 0.563245761 -0.745428878 0.6961165355 -0.183246985
## [133,] -0.1322365251 0.100537012 -0.825461504 0.8371739196 0.010485605
## [134,] 0.3804673497 -0.718816461 -0.051633680 -0.4164726868 0.145189441
## [135,] -0.1691527865 0.712050328 0.130243807 0.0178348497 -0.106152096
## [136,] -0.0079225605 -0.346663497 -0.303203210 0.2809129907 0.242595036
## [137,] -0.5655492649 0.139958862 0.099629394 -0.0916370838 -0.284596273
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## [345,] 1.0362289054 0.711287860 -0.779401742 1.5888051711 1.871915006
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## [352,] 0.3354445654 0.148413078 0.347068192 -0.1692967034 0.404336160
## [353,] 1.7017993937 0.025427746 1.037965431 -0.9809284805 1.432291853
## [354,] -1.2430104815 0.707912120 -2.287790407 -1.2600573399 -0.120008020
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## [372,] 0.0061711891 0.510432133 0.529207159 0.4326882617 0.184801666
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## [377,] -2.0224366288 -1.354034319 -0.420838879 1.1500795454 0.750717332
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## [379,] -0.3109595099 0.232972730 0.300523670 -0.0559160328 0.314585988
## [380,] -0.0829658544 0.253673462 -0.148884919 -0.1278626860 -0.028459014
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## [382,] -0.8833469911 0.113367711 -0.599739675 -0.1843284307 -0.272254936
## [383,] 0.1030956020 0.314719260 -0.610606211 1.0115211310 -0.658570229
## [384,] -0.6590706040 0.258348724 -0.682637812 -0.0085344209 -0.438306852
## [385,] -0.1803195599 0.136955065 0.125010143 -0.2693151698 -0.015929195
## [386,] -1.3210396183 0.031611904 -1.143617965 -0.5436436684 1.392892207
## [387,] 0.5606215160 -0.651913225 0.303256053 -0.0668641802 0.732098988
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## [390,] -0.2854890956 -0.600287347 0.788446893 -0.0713323213 0.282987922
## [391,] 1.1918639917 0.247962916 0.189548925 -0.0363948679 1.978266979
## [392,] -1.1767251728 0.458531539 -0.213646436 -0.1780556716 -0.506256414
## [393,] 0.5685387108 -0.592073915 0.792148553 0.9182244519 -0.508744984
## [394,] 0.4779798058 -0.681203160 -0.410749078 0.2454391633 0.273043873
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## [399,] 0.1928577693 -0.518771019 0.078045132 -0.3903241067 0.575274016
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## [401,] -0.6017193493 -0.811151875 0.401000941 -0.6004846405 0.080779071
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## [405,] -0.3014607122 0.157204437 0.288128988 0.1961676215 -0.564188365
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## [407,] 0.7201447357 -1.360538414 0.113760456 0.6195949060 0.817208859
## [408,] -0.2710720435 1.124797311 0.279472726 0.0792549036 -0.782903708
## [409,] -0.5581697972 1.229379904 1.493251977 -0.1511252445 -0.074149494
## [410,] 0.9857844532 0.126325363 0.968262434 0.8730815834 -1.491775648
## [411,] 0.4645243311 -0.100279977 0.032903039 0.3883879755 -0.320299762
## [412,] 0.3093619747 -0.476495611 -0.266212564 0.0165798247 -0.233143395
## [413,] -0.0654719549 0.628440694 0.331007209 0.5264968644 -0.324788031
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## [415,] 0.0171072334 -1.326194749 -0.266871647 0.8575810496 -1.594757597
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## [417,] -0.6209869495 0.303291752 0.532083861 -0.2233939846 -0.021946861
## [418,] 1.0071722552 -1.649628194 0.492358588 0.1057597294 -1.061776791
## [419,] -0.6781540099 -0.162148109 -0.370327719 -0.1978149436 -0.076803202
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## [422,] 0.2637603319 0.870486423 0.617441204 -0.6898796508 -1.003895779
## [423,] -1.3341741866 -0.288950234 -0.372431129 0.0769348872 -0.514978522
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## [425,] 0.4535627092 0.177931179 -0.432445523 0.2110674825 0.147101616
## [426,] -0.3582409562 0.943406832 -0.205115357 0.1639548784 -0.350950458
## [427,] -0.1654193592 0.099844874 -0.332194333 -0.3172132642 -0.263857300
## [428,] 0.8235891634 0.142588951 0.790131191 -0.5572149844 -0.608652982
## [429,] -0.2722809553 0.216692031 0.228721175 -0.8675782754 0.204414879
## [430,] 1.3604672177 -0.793893808 1.481042903 0.5527942194 -0.029306831
## [431,] 0.5780167473 0.196444514 0.137191939 0.4641943727 -0.319510791
## [432,] -0.2855315481 -0.127538300 -1.334241294 0.1332373591 -0.968172148
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## [434,] 0.4130352998 0.324675626 -0.095158224 0.0416972257 0.653403691
## [435,] 0.3428928896 -0.220580232 -0.483269464 0.2893957162 -0.244789244
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## [437,] -0.1233662019 0.103791550 0.175029562 -0.0045471756 0.012904719
## [438,] -0.2000624542 0.284598161 -0.479097711 0.4806530508 -0.185002482
## [439,] 0.6512538884 0.266678882 0.191493848 0.5150468118 -0.014150580
## [440,] -0.1198550594 0.579603075 -0.976613537 0.2970376771 -0.506743187
## [441,] 0.3084411950 -0.459922421 -0.280971755 -0.1248460657 0.005683980
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## [445,] 0.0323833144 0.366156375 -0.072045355 -0.0630142018 -0.073779427
## [446,] -1.1070494612 -0.530258415 -0.715760359 -0.7068562336 0.511708243
## [447,] 1.3376061653 1.114669457 0.490826281 -0.0393217611 -0.275426536
## [448,] 0.3208927144 0.056641282 0.365519346 0.4974310897 0.213242775
## [449,] 0.8119511262 -0.655795025 -0.627285778 -0.3665150004 -0.598287413
## [450,] 0.2559029865 0.279390458 -0.437352274 0.2143101039 -0.220663973
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## [452,] -0.0726097592 -0.042465404 0.034806848 -0.2230428662 0.246120103
## [453,] -0.8672385107 0.246957542 0.218607247 -0.0403250472 -0.322205110
## [454,] 0.0064244765 -0.926797616 -0.688102990 0.3698263411 -0.502244081
## [455,] 0.2268903007 1.119056630 0.718142512 -0.4762653153 -0.454268835
## [456,] 0.8337800831 0.021352597 0.219067178 0.1059491398 -0.072674619
## [457,] -0.4275231232 -0.938904001 0.898529015 -0.5509602127 0.091209490
## [458,] -0.0285080067 -0.354456730 -0.027427680 0.0612430285 0.560115482
## [459,] 0.6542622249 0.679319293 -0.987791503 0.0000697183 -0.014575597
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## [463,] -1.0256678182 -0.664412578 -0.039487338 0.4162163417 0.454133728
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## [468,] 0.3327330257 0.228856107 -0.044814760 -0.0273684679 1.052276409
## [469,] 0.3370167901 -0.129024054 0.973687825 1.4169169102 -1.024739202
## [470,] -0.6871202727 0.171148355 -0.714338696 -0.1446504597 -0.496716751
## [471,] 0.4721171251 -2.030700113 0.656153749 -0.2566371603 -0.586998139
## [472,] -1.8613373146 0.097297221 0.895412138 -0.7818734649 -0.199026783
## [473,] -0.6118625318 -0.063862997 -0.200298608 -0.3691116893 0.830516594
## [474,] 0.3210483731 0.197792423 -0.348664923 0.5148497232 -0.122305771
## [475,] 0.1997173517 0.453775969 -0.766417665 0.1672117640 -0.034411437
## [476,] 0.2392817973 -0.022514803 -0.630422350 -0.2600460840 0.086339885
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## [478,] -0.2269795468 0.071439417 -0.196731119 -0.5420931340 0.061313014
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## [480,] -0.1704953269 -0.193745643 -0.015974026 -0.6603722166 0.472827171
## [481,] 0.9682614351 0.029109703 0.171438078 -0.3985353192 0.100359935
## [482,] -1.6360944123 -1.426309456 -0.356431039 -0.0699099304 -0.191875288
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## [485,] 0.2514752850 -0.161053466 0.507852709 0.0535452473 -0.257649581
## [486,] 0.3227553456 0.657172831 0.263918896 0.4188315646 0.659239801
## [487,] -0.2892841834 0.493296321 0.205761283 0.4670518953 0.218964739
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## [493,] 1.3710979644 -0.287204091 0.985572826 -0.6815349971 -0.226071825
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## [508,] -0.5620097441 -0.618900117 0.182807429 0.2863687907 1.341350657
## [509,] 1.3221047028 0.030365936 -0.015808296 -0.0798740882 -0.910153791
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## [520,] 0.2643436727 0.904674556 -1.096693040 0.0134391171 -0.616179721
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## [522,] 2.2838157077 0.289348454 -0.583442249 -0.5456674550 -0.257712982
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## [533,] 0.8951151328 0.531650747 0.702170535 -0.2511592949 -0.382493809
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## [537,] -0.3379552708 0.862975243 -0.111013097 0.6068597808 -0.057942208
## [538,] 0.3825720196 0.553783935 0.565024085 -0.6169925261 -0.487187283
## [539,] 0.3894967183 -0.295891556 -0.713793919 -0.2213195634 0.061855352
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## [543,] -0.8067501232 0.296539173 0.532957980 0.1548462080 0.060101324
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## [545,] 0.0091473034 0.642388344 -0.629731206 0.3749269605 -0.213561283
## [546,] -0.1890311640 -0.206811221 -0.697615404 -0.0934256933 1.001616786
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## [548,] 0.2917945289 0.097057845 -0.845753894 -0.2968848549 0.667201830
## [549,] 0.2664590190 -0.364738716 0.351270564 -0.1643078076 0.473334587
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## [551,] 0.0485151051 1.481817678 0.602409064 0.5465475937 1.389788851
## [552,] 0.4438238067 -0.876576708 0.800938272 0.4135066303 0.270984070
## [553,] 0.0126246437 0.269243166 -0.637659897 0.0535413970 -0.232485113
## [554,] 0.0544919552 -0.308834830 -0.036653733 -0.0323344145 0.302312024
## [555,] 0.0795166647 -0.860170809 0.559780092 -0.2678070998 0.186880437
## [556,] 0.1162434785 0.104366275 0.072597618 -0.0237352322 0.328303748
## [557,] 0.2711665607 -0.454268460 -0.167100960 0.0612493306 -0.222207666
## [558,] -0.0715644755 0.571324402 -0.540370882 -0.3156575765 -0.858767388
## [559,] 1.1963279563 1.579425660 -0.632385735 1.0485213988 -0.696666818
## [560,] -0.3148811857 -0.009141442 -0.060267017 -0.0585848188 0.040353829
## [561,] 0.0696815822 0.375257622 -0.104254410 -0.2304921655 -0.077901169
## [562,] 0.5985965980 0.120277053 -0.023502801 0.0469482852 0.642602678
## [563,] -0.0994044472 0.227452925 -0.299022585 -0.5021285816 0.827635128
## [564,] 0.3846337681 -0.592889399 0.301606499 -0.2870780541 -0.075840165
## [565,] 0.5529063762 0.859246864 0.707488862 -0.5109854641 -0.769022983
## [566,] 0.3674226795 0.393034415 0.264768333 -0.0299573115 0.318511110
## [567,] -0.2084373815 0.183542813 0.379635579 0.2127044811 0.300124999
## [568,] 0.2393989779 -0.024329738 0.310196926 0.4151835609 -0.032719079
## [569,] -0.0473507729 -0.513678844 -0.066776164 -0.5677475479 -0.002461357
## [570,] 0.1482822856 0.708226808 -0.035078879 -0.2519977553 -0.115352374
## [571,] 0.8830413329 0.051957851 0.752997741 -0.7224003890 0.065402650
## [572,] 0.1890075027 0.241760240 -0.089054320 0.1382686288 0.323222800
## [573,] 0.2286417413 0.515296560 0.625601949 -0.0077427533 -0.525424748
## [574,] -0.0645712056 0.102575660 -0.176813742 -0.3899760823 -0.159382014
## [575,] -0.1337860496 -0.169688957 -0.300397760 -0.0555145783 0.306236989
## [576,] -1.1071394010 -1.059684463 0.143149892 0.8452765426 0.522278888
## [577,] -1.5779912011 -0.486644893 -0.283261862 -0.6095490621 0.725637573
## [578,] 0.6102132552 -0.459262492 -0.466259481 0.0248838447 0.466914777
## [579,] -0.8010590054 0.356358398 1.126002522 0.6678880791 0.335352586
## [580,] 0.6731584815 0.805332553 0.065214170 0.3484048588 0.225029987
## [581,] -0.3409090201 0.190265848 -0.081612099 -0.9808631744 -0.123222239
## [582,] 0.2258331356 -0.331703124 0.423886790 -0.0321023767 0.100038489
## [583,] -0.0303363518 -0.384321212 0.143943256 -0.1323142967 -0.505566388
## [584,] -0.3142139945 -0.200879884 -0.262690959 -0.0037276166 0.058434347
## [585,] 0.7484386571 0.503621063 0.361306412 -1.2360004875 -0.122904228
## [586,] 0.2801044268 -0.390856778 -0.558353699 -0.2993730522 -0.196775643
## [587,] -0.2533396940 -0.291835762 -0.111658459 -0.5722833309 -0.268035624
## [588,] 0.6849473336 0.653647990 0.919818365 -1.2532464654 -0.397959267
## [589,] 0.4514922338 -2.079812424 -0.038606749 -0.6723688446 -0.415055959
## [590,] 0.6194854003 -1.708232510 -1.331917888 0.4658178463 -1.262883412
## [591,] 0.2765113291 0.529543233 0.003130878 -0.2627798698 -0.950924770
## [592,] 1.1017856710 0.117254751 0.829660434 0.1468695561 1.536766008
## [593,] -0.3564329289 0.082270680 0.834140604 0.0591930298 0.050015488
## [594,] -0.3816352574 0.288166189 -0.417944865 -0.1547228350 0.403780426
## [595,] 0.7197310696 0.180903376 -0.417367761 0.7004655790 -0.497340958
## [596,] -1.0430548116 1.429455759 -1.436580737 -0.7655421585 0.359014370
## [597,] 0.7360919488 -0.196500135 -0.441888610 -0.5261957565 0.226830078
## [598,] -0.0801567733 0.049244236 -0.666687288 -0.0277355517 -0.006350993
## [599,] 0.2834284798 0.216331343 -0.171417782 -0.3926205206 0.409487031
## [600,] 0.5305097862 -0.749627196 -0.004982451 -0.4936613695 -0.123324764
## [601,] -0.1968778958 0.351914283 1.367751424 -0.1432149985 0.024448172
## [602,] -0.4693175521 -0.338250752 0.159338292 -0.1830073340 -0.511530827
## [603,] -0.8758080462 -0.716069665 -0.103801377 0.4744539914 0.064569006
## [604,] 0.1061501590 -1.257852966 0.452884261 -1.2778489187 -0.814414699
## [605,] 0.5568500704 -0.506298908 0.280973422 0.0805630731 -0.227177480
## [606,] 0.7256124029 0.371498904 -0.588318015 0.9037300945 -0.212405063
## [607,] -0.6389680896 -0.184585003 -0.001097682 0.2271850132 -0.097347028
## [608,] -0.4807387043 -0.041383336 0.748455335 0.0589998126 0.265041700
## [609,] 0.7846029676 -0.708086846 0.830506275 0.2978711483 -0.229412212
## [610,] 0.4590559850 -0.135128350 -0.276306824 0.3565459569 0.212212732
## [611,] 0.5247371246 0.421958731 -0.389767326 0.3866052137 -1.269542807
## [612,] 1.0080550833 -0.444726210 -0.591111491 -0.3586173720 0.166414363
## [613,] -0.1995778495 -0.179882523 -0.768470415 -0.1698914502 0.516388773
## [614,] 1.8029323723 0.799723810 -0.435839815 -0.5615268441 -0.240322270
## [615,] 0.6202388328 -0.911033247 -0.219323791 0.4024734024 0.303033679
## [616,] 0.0544919552 -0.308834830 -0.036653733 -0.0323344145 0.302312024
## [617,] 0.0318105957 -0.005043142 -0.424693749 0.1027402782 0.183150786
## [618,] 0.3768480715 0.530073911 -1.018529219 -0.4299012840 1.008813217
## [619,] -0.2353935611 0.879514538 -0.687888022 1.0479050443 0.345368765
## [620,] -0.9142522101 -1.121207555 -0.656948907 0.3566408655 -0.064724698
## [621,] -0.1602238833 0.229272018 -0.251249595 0.4569342043 -0.724520343
## [622,] 1.1020133532 -0.182871526 -0.990275290 0.5439172092 0.017795185
## [623,] -0.3847462083 0.183645038 -0.227197827 -0.3468179901 -0.306253347
## [624,] -0.1322593073 -0.014871707 -0.378316532 0.5467618106 -0.018909789
## [625,] -0.3685341482 -0.414922914 -1.447463981 -0.7312444715 -0.482416286
## [626,] -0.6073236405 0.263472937 0.945887158 0.6733912985 0.345391637
## [627,] 0.1362066034 -0.548014550 -0.258301871 -0.1632048881 0.303168297
## [628,] 0.0400776635 0.103916197 -0.085859397 -0.0129243912 0.310432446
## [629,] 0.2579738037 -0.199988144 0.413757876 0.1274070582 0.046938356
## [630,] 1.4171283488 -0.050939415 -0.064835182 1.0396869705 -0.698492337
## [631,] 0.4777277165 -0.217684695 -1.435437068 -0.1214562286 1.459474785
## [632,] 0.8535145098 0.227490926 -0.947010651 0.3843556530 1.154026495
## [633,] -0.1988648256 -0.088396971 -0.185851395 0.0611208676 0.013113934
## [634,] 0.5273471361 0.687398040 -2.650738370 0.7739470611 -0.890342017
## [635,] 1.0297155624 0.180311828 -0.168824650 0.4273638516 1.469993028
## [636,] -0.7354045452 0.182605416 -0.217377880 -0.2661983778 0.069511907
## [637,] -0.2781556365 -0.371239711 -0.445124465 -0.0603083026 0.293162300
## [638,] 1.2968235996 0.995589854 0.108502143 -0.3914254230 0.879805836
## [639,] -1.7916674097 1.050005534 1.729024527 0.6717296635 0.049149816
## [640,] 0.3517214879 0.237576982 1.187690489 0.2170037605 -0.560749781
## [641,] -0.2387153707 -0.008691364 0.098189998 -0.0693956598 0.058225132
## [642,] -0.0462173890 0.033187190 -0.141220886 -0.0415086120 -0.036328221
## [643,] 0.6138944636 -0.151059042 -0.733230528 -0.0718278814 -0.219954397
## [644,] -0.3198766432 -0.938415770 -0.264494281 -0.4769218767 0.142471577
## [645,] -1.4139065289 0.685428088 0.666319423 -1.0539818228 0.769477404
## [646,] 0.0318105957 -0.005043142 -0.424693749 0.1027402782 0.183150786
## [647,] 1.2204442468 0.057725553 0.888059317 -0.8935968001 0.045314718
## [648,] 0.0318105957 -0.005043142 -0.424693749 0.1027402782 0.183150786
## [649,] 0.0544919552 -0.308834830 -0.036653733 -0.0323344145 0.302312024
## [650,] -0.1832600659 0.634583557 -1.044310558 0.0333243206 -0.350980520
## [651,] -0.5567313508 -0.674114822 -0.281652811 -0.0657407708 0.101918332
## [652,] 1.0150028087 0.602261694 0.423365839 -0.6634424201 1.017758408
## [653,] 0.7350932241 1.028366682 1.359173020 1.3154631554 1.656465475
## [654,] 1.0894158135 -0.498808029 1.241164152 0.0022405250 0.848228933
## [655,] 0.7787466288 -0.185915569 0.155417658 -0.5838483069 0.755420213
## [656,] 0.0318105957 -0.005043142 -0.424693749 0.1027402782 0.183150786
## [657,] 0.4370502771 0.524780309 0.438653383 0.4242808970 -0.860046800
## [658,] 0.2906357226 -0.190632628 0.033713777 0.0411270147 -0.060163618
## [659,] 0.1586371165 0.112464242 -0.629987280 0.0146105829 0.166812742
## [660,] 0.0909215040 -0.195149063 0.336346717 1.2626300771 0.004541569
## [661,] -0.5434077989 -0.037924435 0.528698178 0.8865163623 0.176799847
## [662,] -0.0192065057 -0.053702952 -0.285814147 0.2796723730 0.271605391
## [663,] -0.3621070708 0.043261052 -0.585879836 0.2191163114 -0.002544986
## [664,] -1.1832698918 0.714702701 1.203022541 0.4331257190 0.034528406
## [665,] -0.7563062471 -0.596988453 -0.117291810 -0.1946817667 0.873716331
## [666,] 0.1601993460 -0.967868186 0.870623618 -0.6684287533 0.991981521
## [667,] -0.2741830920 -1.149814312 0.383124445 -0.5639543342 1.096247323
## [668,] 0.0398385766 0.244084677 0.663632287 -0.3209183902 -0.505281529
## [669,] 0.5933756016 -0.038617379 -0.231698891 -0.2424534448 -0.431197280
## [670,] -0.4471259180 -0.568434923 1.130719567 -0.9771266690 0.335351992
## [671,] 1.0983676830 -0.818538570 0.543777450 0.3303405690 -0.965001497
## [672,] -1.8088235430 -0.866644679 -0.140676262 -1.1543620516 -0.791125027
## [673,] -0.0970897392 -0.446017540 0.153664826 0.1451129534 -0.457355274
## [674,] -1.4450587985 1.032731268 0.100298977 -1.3707991019 0.746019895
## [675,] 0.6548498002 -0.492364104 0.737766988 0.5900755174 -1.034814959
## [676,] -1.0513480508 -0.414552174 0.887277191 0.6842218229 -0.141548361
## [677,] -0.4719484320 -0.018779295 -0.293718711 0.1728866721 0.400546586
## [678,] -0.3176281790 0.333141382 -0.170379078 -0.5537552846 0.720885528
## [679,] -0.2248769954 0.316209639 -0.670466224 0.5036581409 -0.214445549
## [680,] 0.1885348677 -0.340804371 0.456095845 0.1353755871 0.104160230
## [681,] 0.2208272359 -0.359687839 0.499248242 -0.1103500357 0.482424244
## [682,] -0.1148084097 -0.023002592 -0.048567842 0.1855494600 -0.105454787
## [683,] 0.6057664872 -0.975517452 -0.584907724 -0.2697419248 0.114236095
## [684,] 0.1753094701 -0.161503544 0.349395694 0.0643560883 -0.275520884
## [685,] 0.0005636794 -0.325172063 -0.112789783 -0.4271311553 0.065172935
## [686,] 0.8386986268 -0.173386550 0.568150128 0.3916231962 -0.608934580
## [687,] -0.1232488131 -0.317534413 0.012478707 0.3041420643 0.027237771
## [688,] -1.1514155525 0.724742472 0.280666656 1.1163666237 -0.286612582
## [689,] -1.5519154885 -0.155546470 -0.263447524 -0.5535615922 -0.130687386
## [690,] -0.1146495141 0.684787733 0.979699942 1.2041304004 -0.370904064
## [691,] 0.0094087040 0.817227185 0.404244183 0.0619365245 -0.005904461
## [692,] -0.4105179686 1.305644307 -0.045964663 1.1327124193 0.299018528
## [693,] -0.9014801531 0.518014674 0.313196510 -0.2412201234 -0.579612138
## [694,] 0.4146868624 0.534678959 -0.764018502 0.2752655274 -0.017931729
## [695,] 0.1991506797 0.086452425 -0.052130291 0.1918795213 -0.380001771
## [696,] -0.6101724091 -0.079302852 0.061928893 0.1218488173 -0.148849855
## [697,] -0.2655544030 0.733865366 0.636628723 0.1114179039 -0.317418187
## [698,] -0.5893033625 0.703308789 -0.447511112 -1.6881540780 -1.071287495
## [699,] 0.3761273313 1.147138645 0.045380279 0.3297689384 -0.315678877
## [700,] -0.0920352236 0.172602932 -0.364687391 -0.0155245788 1.096008512
## [701,] -0.3347928243 -0.159359018 -0.629192576 -0.3497264230 0.270335702
## [702,] -0.4045664271 0.234203249 1.535484323 -0.3419180431 -0.395540123
## [703,] -0.0995414251 1.961711496 -0.919985390 0.5894520321 -0.859774726
## [704,] 0.0058057031 0.452821974 0.233961539 0.1647281842 -0.983421529
## [705,] -0.3756781527 -0.689027124 -0.504695872 0.9269543957 -0.248645996
## [706,] -1.0428898470 0.581851076 0.746535103 1.0406853950 -0.532888408
## [707,] 0.3080412197 -0.352023454 -0.011132047 -0.2434464801 -0.363119215
## [708,] 0.4717815682 0.310542140 -0.267053343 0.1702499357 0.681148046
## [709,] 0.1595291964 0.441325193 0.107635100 0.2801799518 0.759974439
## [710,] -0.3333461431 0.133935276 -0.467602642 -0.0628678435 0.016401592
## [711,] -0.1621163601 -0.308883243 -0.178187363 0.1474749416 0.005244726
## [712,] -0.7794103616 -1.036916998 0.079368803 -0.2161757794 0.361450973
## [713,] 0.4845190956 -0.281144594 -0.543779814 -0.0982725160 -0.034082672
## [714,] -0.2136021946 -0.098387051 -0.113358339 -1.1416727434 0.127197918
## [715,] -0.4461339546 0.441755619 -0.320718719 0.2908321505 0.007188348
## [716,] -1.0602667439 -0.286921986 0.648252787 -0.6700641008 -0.121134064
## [717,] -1.3770957601 0.772376848 0.757910239 0.7913767636 0.339057519
## [718,] 0.8359805813 0.308427820 -0.165835692 0.6652678585 -0.615923751
## [719,] 0.4054060219 0.498826549 0.767031593 0.2040978463 -0.490123526
## [720,] 0.6646836623 0.089163192 0.199776207 0.8049658786 0.815564049
## [721,] 1.4273881874 -0.632735794 0.483401086 -0.4433894111 0.658739790
## [722,] 0.1568761489 1.350186183 -0.524720017 1.0934810921 -0.579279047
## [723,] -0.3767959216 -0.263288617 0.142146627 0.3538191308 -1.118972738
## [724,] -1.2655542418 0.747291011 -0.338716759 -0.0815707210 0.872387879
## [725,] -0.0325620416 -0.462684903 0.825580782 -0.8283753566 1.272933985
## [726,] 0.0603776122 0.691485493 -0.101660862 0.0822616344 -0.962672390
## [727,] 0.4469235511 0.670457551 0.783373883 -0.3954067661 0.049854084
## [728,] 0.1001087260 0.072074632 0.147458209 0.0447675615 0.076784434
## [729,] 0.8229339935 0.312140683 0.384980356 0.6419122970 0.114926729
## [730,] -0.3675186972 -0.041732801 -0.431766119 0.2449040195 0.165034746
## [731,] 0.2514752850 -0.161053466 0.507852709 0.0535452473 -0.257649581
## [732,] 0.5162117171 1.070750914 0.411193255 0.9553942299 -0.698185800
## [733,] 0.1114744910 1.129928423 -0.478983027 0.4501254314 -0.100487325
## [734,] -0.7163276725 1.212781273 -0.835571794 0.5104782298 0.098145936
## [735,] -0.6291494941 -0.621854702 -0.283685257 -0.3760434068 -1.143909943
## [736,] -0.4401847726 -1.088140832 0.863979109 -0.7683772211 -0.740956697
## [737,] 0.8277560476 0.754095108 0.273048430 0.3102281147 0.138867250
## [738,] 0.1180756159 -0.393229548 0.316472991 -0.1704176488 -0.920813299
## [739,] -0.4381720496 0.519854135 -0.037705872 0.3282423704 -0.527506983
## [740,] 1.4719862087 0.643834567 -1.705072869 0.6345894416 0.360979613
## [741,] 0.6477957210 -0.748893907 -0.050726964 0.4518007034 -0.218230722
## [742,] -0.0695385170 -0.814003197 0.407375308 -0.6310648870 -0.124827219
## [743,] -0.2042000544 -0.063958622 -0.222684077 0.3875740985 0.342964760
## [744,] 0.8091851859 -1.539034625 0.949668047 -0.5495296844 -0.445639437
## [745,] -0.5753845943 0.329766557 0.484213165 0.3394003785 -0.012458985
## [746,] 0.6096642378 -0.732929733 0.635011004 -0.3297789346 0.187930122
## [747,] 0.2949982435 -0.150929754 -0.380701028 -0.2362503490 0.456051878
## [748,] 1.2592372216 0.583990863 -1.334560380 -1.5258677363 0.710165921
## [749,] 0.5171686128 0.208786947 0.452428606 -0.1985732398 -0.182414894
## [750,] 0.3055062092 -0.163578771 0.849420719 0.2902443065 -0.678908220
## [751,] 0.1253937028 -0.053943740 -0.490558052 -0.1881343664 -0.307220978
## [752,] 0.4821038341 0.714377193 0.839890838 -0.5806785104 -0.211180129
## [753,] 0.1032615994 -0.137628440 0.671714165 -0.0367987902 -0.077753394
## [754,] -0.0835385731 -0.117526055 -0.501533312 0.0378917940 0.228471199
## [755,] 0.0168682118 0.212924412 0.199934496 1.2673235897 0.896878187
## [756,] -0.4522581097 -0.874164589 -0.886504012 0.0701913847 -0.701035362
## [757,] 0.1382723755 0.500197683 -0.203994863 0.0326247735 0.619846133
## [758,] 0.3273175629 0.628175930 -0.417123266 -0.4641136412 -0.089652515
## [759,] -0.0364161600 0.387570485 -0.337296961 -0.1005863286 -0.119731715
## [760,] -0.4303477433 0.299701607 0.025444275 -0.4321225429 0.071341190
## [761,] 0.3276694871 -0.248820002 -0.560709792 0.2149294096 -0.293826748
## [762,] -0.0438516904 -0.258104542 -0.236515769 0.1553327837 -0.035937176
## [763,] -0.1083034569 -0.010318781 0.363820911 0.6108247248 -0.548927289
## [764,] -0.1103614056 -0.213483106 -0.113454371 0.9257782926 0.053665120
## [765,] 0.9357405711 0.103152134 -0.281239392 0.1396232437 0.383234738
## [766,] 0.6741680325 -0.412964222 -0.209478348 0.2685304845 -0.546488118
## [767,] 0.1361140481 -0.022817454 0.137164470 0.7832209965 -0.107854671
## [768,] 0.7844780601 -0.640390328 -0.752421573 0.1300152398 0.348255529
## [769,] 0.6860899411 0.020490697 0.299073831 -0.4101329197 -0.409739212
## [770,] 0.3210483731 0.197792423 -0.348664923 0.5148497232 -0.122305771
## [771,] -0.2269795468 0.071439417 -0.196731119 -0.5420931340 0.061313014
## [772,] 0.9017775172 -0.204055498 -0.082152035 -0.1678051792 0.518094949
## [773,] -0.2470169943 0.533082231 0.756116722 -0.6783389775 0.030671048
## [774,] 0.2872643042 0.263576707 -0.039554528 -0.2907118771 0.995710297
## [775,] 0.5161237121 0.255324800 0.095919704 -0.4290710674 0.027983293
## [776,] 0.1747932620 -0.777128722 0.047947181 0.7012294667 -0.505534680
## [777,] 0.0323833144 0.366156375 -0.072045355 -0.0630142018 -0.073779427
## [778,] 0.9124245850 0.139133827 -0.410438242 -0.1497784191 0.202004233
## [779,] 0.7593408526 -0.282492987 0.658367554 -0.0423073083 0.293123601
## [780,] 0.9614098695 0.636839952 0.079493798 0.6316461685 0.161699590
## [781,] 0.9018910172 1.036402318 -0.243149911 -1.5299402167 -0.170939905
## [782,] 0.1270555401 0.143374067 0.014646048 0.7310587339 0.547900910
## [783,] 0.1885348677 -0.340804371 0.456095845 0.1353755871 0.104160230
## [784,] 0.0318105957 -0.005043142 -0.424693749 0.1027402782 0.183150786
## [785,] 1.2013791690 -0.957041004 0.712736894 0.1973374205 0.435284501
## [786,] -0.1221133748 -0.334129265 -0.358879800 -0.1502793363 -0.076476161
## [787,] 0.6946437989 -0.441880785 -0.376643736 -0.3582514424 0.126278379
## [788,] -0.1212650241 0.626489120 -0.229242509 0.0998794437 -0.351364824
## [789,] 0.3768104587 0.008817026 -0.669977300 0.4424803268 -0.004596863
## [790,] -0.6276031335 -1.559849510 -0.158917772 -0.2337810364 0.444669314
## [791,] 0.0400776635 0.103916197 -0.085859397 -0.0129243912 0.310432446
## [792,] 0.4871451797 -0.576050171 0.235888097 0.2678440798 -0.550529580
## [793,] -0.2240999157 -0.290542288 -0.070212306 0.2679799950 0.440130302
## [794,] -0.7349651073 0.138108368 -1.737750537 -0.7413715941 -2.400496861
## [795,] 0.1230082784 0.326173574 0.376158122 -0.2259880849 0.194255075
## [796,] 1.0568914484 -0.534604346 1.219415025 -0.1732470914 0.176259996
## [797,] -0.0969694146 0.304818243 -0.510601798 0.1316539761 -0.182392833
## [798,] -0.7162571849 -0.359866858 -0.521177956 -0.7396108017 -0.459553434
## [799,] -0.2060208112 0.075643641 0.405704885 -0.0184984770 0.599950294
## [800,] -0.3918114688 1.012439081 -0.289612110 0.5412282965 0.547902431
## [801,] -0.3444138561 -0.479343967 0.396516475 -0.5743733725 0.432835414
## [802,] 0.4528631523 0.083146850 0.813846722 0.1408420957 -0.123969701
## [803,] -1.4632259996 0.919572033 -1.334204272 0.5331023376 -0.600443823
## [804,] -0.1226760944 0.053665104 0.365127101 0.1383875844 -0.229692442
## [805,] 0.1717740967 0.623013860 -0.342065893 -0.2385259149 -0.012585671
## [806,] 1.4386054536 0.066160396 0.602503424 0.9389794857 -1.075123344
## [807,] -0.3559148660 -0.260428053 -0.304742700 0.2067262169 -0.214040870
## [808,] 0.2514752850 -0.161053466 0.507852709 0.0535452473 -0.257649581
## [809,] -0.1057938423 0.983760288 0.915046009 1.3089704660 -0.137167468
## [810,] 0.6192904877 0.762168617 -0.486199522 0.3056607853 0.773497108
## [811,] -0.1615625019 0.483749074 -0.281963121 -0.7495770165 -0.289946415
## [812,] -0.6169745032 0.172387779 0.633153041 0.5285310041 0.093094649
## [813,] -0.4194601835 0.481936897 0.272541347 -0.9327471931 0.649735180
## [814,] 1.0940418101 1.764250668 0.752038093 2.3353902668 1.057400162
## [815,] 0.3131030142 0.709479003 0.135342250 -0.9144621692 0.304251404
## [816,] 0.3711666958 0.416704084 0.059855241 0.2660597455 -0.291121524
## [817,] 0.6230993905 0.033783086 -0.372541227 0.9408488036 0.151663548
## [818,] -1.2925963977 0.775185298 0.657917342 -0.3054679499 0.213297644
## [819,] 0.0423739768 -0.356159478 -0.723891722 -0.1899023086 -0.575544167
## [820,] 0.1527663796 0.081462008 0.699074503 0.1226780895 0.383351139
## [821,] -0.4336952444 -1.256649988 0.615858014 -0.4452353214 0.665291921
## [822,] 0.3808123961 -1.669715997 1.279246599 -0.2111216792 0.991167660
## [823,] 0.4724410759 -0.871263929 -0.054239427 0.2519438216 -0.413611685
## [824,] -0.0234741086 1.245197666 -0.315005612 0.5852907146 -0.345842083
## [825,] -0.0612318282 -0.388328829 -0.478599945 -0.1091253510 0.810511401
## [826,] 0.7194191974 -0.756890628 -0.521649566 0.2399906486 -0.327497845
## [827,] -0.6020218867 -0.004355646 -0.307338300 -0.9214017581 -0.129445983
## [828,] 0.4158787309 -0.587433429 0.196781606 0.6074400893 -0.048012096
## [829,] -0.0995320309 0.387507796 0.657571616 0.0349629936 -0.158523010
## [830,] 1.0546000678 -0.102626790 0.569209229 -0.4192496351 0.418291300
## [831,] -0.1711696426 1.169484180 1.149684553 -0.4745560655 0.743390645
## [832,] -1.0308307573 0.229621099 0.037724957 -0.4973489763 -0.092259814
## [833,] 0.7184620864 0.245752486 -0.396341342 1.1892445485 1.342624860
## [834,] 2.6397193693 -0.338022964 -0.354287826 0.9981321636 0.226734273
## [835,] -0.3828464519 0.230400553 0.212894653 -0.7923153478 0.133664108
## [836,] 0.6003005760 -0.215970258 -0.232396174 0.2290996700 0.523207090
## [837,] -0.3032685238 -0.936234401 1.105921822 0.5324452360 -0.672047592
## [838,] 0.4975888346 -0.601596563 0.277104606 -0.0446716507 0.681146988
## [839,] -0.0261683662 0.239915879 -0.148847032 0.3548464140 0.406955686
## [840,] 0.1961224166 0.056443887 -0.990192487 0.2599426254 -1.080074030
## [841,] 0.4777869248 0.250913192 -0.023143794 0.0087211791 -0.786622209
## [842,] -1.2158831859 1.094436350 0.895704165 1.2121318600 0.510301441
## [843,] -0.7060850110 0.323281438 0.276945371 -0.2147941137 0.183913976
## [844,] 0.8017782178 0.371948981 -0.429861000 0.8929192535 -0.194533760
## [845,] 0.8829561996 -0.063438191 0.491503246 -0.2332445198 0.972129388
## [846,] 0.3458837988 0.242383370 0.165385694 -0.3721636856 0.487620084
## [847,] 0.1631694659 0.584932969 -0.201286958 0.0615749232 -1.215039875
## [848,] -0.4245330504 0.483135672 -0.552932243 -0.0876273889 -0.123132682
## [849,] -0.2415655276 -0.345651206 0.191078865 -0.2821335810 -0.252881514
## [850,] 0.2107516050 0.282777633 -0.519095176 -0.3077396080 -1.029051058
## [851,] 0.6020077196 0.211112382 -1.018285120 0.9761986971 -0.381462276
## [852,] -0.2138503634 -0.037380385 0.151020658 0.0384375002 0.351331417
## [853,] 0.3146400351 0.473049618 -0.073846705 0.5046689306 0.788085566
## [854,] 0.7769634896 1.371428899 -0.844640599 -1.9778394780 -0.234930741
## [855,] 1.3374837681 0.418517976 0.515158557 -1.3875397434 -1.709316014
## [856,] -0.7664401828 0.206994149 -0.363980275 -0.7586935149 -0.476209935
## [857,] -0.1909742246 -0.023452670 -0.207024857 0.1963603010 -0.123326090
## [858,] -0.7839310469 0.801014000 -0.585255530 -0.3460369043 -0.019643457
## [859,] -0.8750022693 -0.257082087 -0.108947210 0.0586317385 -0.442289789
## [860,] -0.7950771952 0.870460948 -0.331245252 0.1813623751 -0.339186431
## [861,] -0.5167666376 -0.247256093 -0.043759941 -0.3142422036 -0.796739822
## [862,] 0.1460291152 0.196915590 0.470632316 -0.0955490531 0.152218745
## [863,] 0.0664872227 -0.430388178 0.047647912 -0.3277559124 -0.250420794
## [864,] -0.2841711047 -0.282089874 0.735334400 -0.1359902798 0.071926893
## [865,] -0.0770637402 -1.096131788 -0.342030102 -1.1191415452 -0.156862174
## [866,] -1.2040317291 -0.737481594 1.157454629 1.3468168012 -1.308842018
## [867,] 0.5206042334 -0.349347682 -0.133298145 -0.6642239223 0.236796295
## [868,] 1.1787833439 1.197671979 -0.163903480 -0.2426908042 0.561858492
## [869,] -1.1598836865 0.243772069 1.353303131 -0.8182714774 0.114425001
## [870,] -1.4622084272 -0.948249442 -0.111059031 -1.6405689650 -0.622058355
## [871,] 0.1637371915 -1.079758358 -0.162084172 -0.5847579047 0.028388624
## [872,] -0.9174385406 -1.913998494 0.079615561 -0.0735292529 0.331604241
## [873,] 0.5029338759 0.864311165 0.885738682 0.2169176081 0.646314097
## [874,] 0.2423510017 0.391298714 0.721868398 2.9443022632 0.490929463
## [875,] 0.8137421647 0.395349717 0.573997541 -0.5260120253 -0.193528360
## [876,] 0.0855516847 -0.216068257 0.783799378 0.0951495389 -0.012112340
## [877,] 0.1826908754 0.268806650 0.648544492 0.3656066997 -0.043875849
## [878,] -0.3370693145 -0.327763150 0.737638646 0.2973761263 0.113130883
## [879,] 0.2726869777 0.266573208 -0.403547052 -0.0733595132 0.475805553
## [880,] -0.7966578510 0.920810066 -1.253793966 0.2628509119 -0.373795240
## [881,] -1.0022524811 -0.594148351 0.222705466 0.1292498987 -0.229020363
## [882,] -1.2543131159 -1.659027542 -1.128930285 1.3451046794 1.351002365
## [883,] -0.3118302409 1.287701779 -0.588086816 0.6418398737 0.168469567
## [884,] -0.3729462959 -0.161528610 -0.275229929 -0.2544439700 1.302443313
## [885,] 0.6044864786 0.285093458 -0.417381193 0.6629777104 0.166897593
## [886,] 1.1045653416 -0.508015806 -0.214593861 -0.1264207993 0.250043878
## [887,] 0.0161503096 -0.158261422 -0.442112416 0.0424155282 -0.141207820
## [888,] -0.2603835571 0.207767942 -0.522433111 0.5478514399 0.078682673
## [889,] -0.0050391428 -0.526004854 0.001608096 -1.3447135110 -0.154361594
## [890,] 0.2240413517 -0.914543858 -1.218926858 0.2667172977 0.833911774
## [891,] -0.1965076726 0.249510262 -0.156410495 0.0920991223 -0.057737408
## [892,] -0.1714052276 -0.307213841 0.321300945 -0.1850465665 -0.157640162
## [893,] -0.4644018444 0.203678539 -0.013200675 -0.1953155515 0.008255827
## [894,] 1.3707584099 -0.061246374 0.007264220 -0.5202820141 1.270135139
## [895,] -1.0176748561 -0.332917118 0.044228473 -0.2981184698 0.197788604
## [896,] -0.1446660569 -0.295545957 1.132278142 0.1548683733 0.444767212
## [897,] 0.4481940729 0.061871357 -0.033274759 -0.0968658777 0.259166696
## [898,] -0.1291241333 0.051983607 -0.459802408 -0.4642908153 0.563820515
## [899,] 0.0194996279 -0.015484323 -0.822663669 0.1451309802 0.115690864
## [900,] -0.2551916107 -0.188472343 0.163626066 0.6176160795 0.667667249
## [901,] -0.3862524367 0.530067674 0.988844600 -0.2414073406 0.263359230
## [902,] 0.6246146377 -0.218776176 0.659661527 1.2797106736 -0.830019646
## [903,] -0.0551465635 0.435121497 0.841670343 -0.7578113199 0.699413572
## [904,] 0.0228817860 0.380605116 0.124102170 0.9037445845 -0.540897887
## [905,] 0.4292855676 -0.025424393 -1.013243003 -0.0826492458 -0.874245027
## [906,] 0.7244770061 -1.074366435 -0.365914895 0.8568750907 -0.193340184
## [907,] -0.3335710166 0.285783380 1.049364329 0.5008317670 -0.376913856
## [908,] -0.7543570402 0.255587987 0.787886000 -1.0823121308 -1.415771171
## [909,] -0.2403936525 0.144627148 1.101077706 0.2669762740 -0.237902086
## [910,] -0.4248320510 0.428264625 0.569514764 0.0437270320 0.353792329
## [911,] 0.3358731833 0.057462878 0.318773920 0.6335164125 0.252655558
## [912,] 0.0323833144 0.366156375 -0.072045355 -0.0630142018 -0.073779427
## [913,] -0.7596329905 0.002003783 0.785826297 0.1933314988 -0.236332376
## [914,] -0.6482159528 -0.851897476 0.452706663 -0.7013565058 -0.528908775
## [915,] -1.2320650315 -0.198493658 0.433861693 -0.0152422706 -0.153628415
## [916,] -0.3443942665 -0.246012944 -0.193920583 -0.3818954795 -0.102046581
## [917,] -0.0098585363 0.507694942 0.632264727 -0.0881711131 0.178479392
## [918,] 0.5821709447 0.033204177 0.172446572 0.3182319199 -0.278065912
## [919,] -0.4417601228 0.217257973 -0.164303112 -1.0170252437 0.289670292
## [920,] 0.6956646745 0.087202681 0.665258930 -0.7224761097 0.427953783
## [921,] -1.0198463479 0.170499718 -0.344618274 0.3148696624 -0.144483066
## [922,] -0.8224140395 -0.160023334 -0.164324582 -0.1773787615 0.396235700
## [923,] -0.3498754318 0.107757683 0.577094566 -0.5280428322 0.878668912
## [924,] -0.5899097878 0.928883685 -0.652552418 -0.1491145056 -0.148754063
## [925,] -0.8930314258 0.292800618 0.280843650 -0.2207609022 -1.351606994
## [926,] -0.0829857473 1.716484252 0.106552242 0.5139622092 0.571851431
## [927,] -0.6635702310 -0.151863784 0.163343791 0.1200546274 -0.374575176
## [928,] -0.1949609055 0.445345849 -0.063019285 -0.2004248808 -0.719220578
## [929,] -0.4585243050 -0.209051506 -0.124151417 0.4594367011 -0.152451393
## [930,] -1.4305125651 1.546348168 0.590627939 -0.7938623152 0.098366858
## [931,] -0.3500159114 -1.197757470 0.564870304 -0.3018989046 1.020981961
## [932,] -0.8442458132 0.518306718 -0.798523057 -0.3866747516 0.602934124
## [933,] -0.2387153707 -0.008691364 0.098189998 -0.0693956598 0.058225132
## [934,] 0.2739171072 0.357303646 0.474370795 -0.6552825222 0.296761312
## [935,] -0.2818834324 -0.572914356 0.108108093 0.6461369736 0.682445531
## [936,] -0.0828611303 0.594762287 -0.010658017 0.4300622753 0.124345379
## [937,] -0.2474221040 0.256553400 -0.321393323 0.8013356364 0.291218056
## [938,] 0.4925729221 -0.910566642 -0.476044154 -0.2437953844 -0.200919187
## [939,] 0.0983334453 -1.007617200 0.749554352 -0.0273971415 0.353464176
## [940,] 0.0794112027 0.277921559 0.410064117 -0.0571471126 1.168737239
## [941,] -0.0040963101 -0.070008210 -0.178567052 -0.3577985163 -0.029622549
## [942,] -0.9340237597 0.782346250 -0.035592121 0.0302942753 0.022962527
## [943,] -0.8157648349 -2.651823935 -1.218699425 -0.0379328828 -1.155307618
## [944,] -0.2618213283 0.475232113 0.395103888 0.4164010678 0.233669195
## [945,] 0.2938479202 -0.758060149 0.220939056 -0.0738253621 -0.103046428
## [946,] 2.1082811010 0.873762756 -0.592037031 0.7670944951 0.063482099
## [947,] -0.6745767947 0.007823337 -0.449548429 0.0877588860 0.040204208
## [948,] -1.0220367145 -2.215688317 -0.541737667 -0.1789247829 0.921843229
## [949,] -0.6871698111 1.070913850 0.245718988 0.1141744328 0.230278716
## [950,] -0.6327886609 0.609086531 -0.113676611 -0.9179651135 -0.263084012
## [951,] -0.5570958770 0.362636253 0.308377618 0.1500686949 0.221435414
## [952,] -0.3767156649 -0.653662798 -0.088477052 0.2815822410 0.827430271
## [953,] -0.8356199043 0.072961191 -0.644524383 0.6679134991 -0.051397103
## [954,] -0.8505434344 1.308420728 -1.319722958 0.0579911818 1.003640474
## [955,] 1.1525137130 0.488482426 -0.507894486 -0.3735869186 0.827743303
## [956,] 0.5383686274 -0.084698478 -0.163239860 0.7716529310 0.355469310
## [957,] 0.5267136715 -1.007560349 1.049442467 1.0140556788 -0.808057509
## [958,] -0.2687426456 0.197903183 0.162589468 0.1079836209 0.977720224
## [959,] -0.6318222489 0.302491883 -0.466396296 0.7466471743 -0.391955530
## [960,] -0.0493366141 -0.406902635 -0.002671179 -0.6858045951 0.459626725
## [961,] 0.9108325152 -0.630280268 0.734561986 -0.4388012028 -0.162672988
## [962,] 1.7992738510 0.707249325 -0.405587110 0.8478798328 -0.322058034
## [963,] 0.0249356268 -0.555096972 -0.563262511 0.0799984416 0.076899695
## [964,] -0.1305810101 -0.544688701 0.595441222 -1.3140085124 -1.264383107
## [965,] 0.2842726765 0.178730151 -0.081296532 -0.1241820556 0.476959235
## [966,] 0.6165837671 -0.640717521 0.235537661 -1.5626226890 -0.698705919
## [967,] -1.3397029581 0.388776854 0.239397901 0.2979179375 -0.141429013
## [968,] 0.0450854852 -0.171448674 -0.115603350 -0.3034189921 -0.603590275
## [969,] -0.1995320168 0.103341472 0.016572547 0.0062636654 -0.004966584
## [970,] 0.6589605890 0.586161328 1.171259613 0.0497630020 0.189585623
## [971,] 0.1479631096 -0.304793948 -0.377828247 -0.4474078619 -0.230424619
## [972,] 0.3490577734 0.208563072 0.118614330 0.0148502514 -0.289312401
## [973,] -0.7868292968 0.392218914 -0.077144774 0.7674955869 0.030646324
## [974,] 0.3070927007 0.968211523 0.128749504 0.2478316581 -0.056815445
## [975,] -0.0055287764 0.784433582 0.287231091 -0.6091472571 0.290884463
## [976,] -0.4781561055 0.449276549 0.329683191 -0.5444531467 -0.943065667
## [977,] 0.3508422078 0.175270788 -0.204593163 0.2115829860 -0.103233529
## [978,] -0.2578059326 2.253053261 0.184095120 -0.6656133973 -2.249684789
## [979,] 1.2412768946 -0.067305016 -0.094185818 -0.4725999176 0.256592849
## [980,] 1.0128161806 0.083833092 0.041794196 0.3713230643 0.340107654
## [981,] 0.9024991571 -0.593757564 0.667708492 -0.5965296347 0.531632339
## [982,] -0.0744981175 0.150248741 0.511830111 0.3271614174 0.599804618
## [983,] 0.0843418136 -2.749143547 -0.495075111 0.5316379020 0.672427732
## [984,] 0.7707859636 -0.240137273 -0.342614193 0.0693561872 0.289109672
## [985,] -0.4951807072 1.081989116 -0.048677373 0.5363167939 -0.534356510
## [986,] -0.3885715005 -0.026416020 -0.546913550 -0.6495638104 0.317917705
## [987,] -0.7267897554 -0.827404804 0.808913141 0.4053555098 -0.080585322
## [988,] -0.2184035018 -0.478962294 1.085297141 -0.1190388022 0.742739585
## [989,] 0.5173101833 -0.027362279 0.494145460 0.2247250964 0.099304628
## [990,] 1.0514911663 0.078038442 -0.752094261 0.0623381159 0.768882206
## [991,] -0.6021875144 0.108429128 -0.328408900 -0.4407170302 0.101280796
## [992,] 0.8433314420 -0.374883745 0.250510307 -1.0563410182 -0.292626549
## [993,] 0.3611224823 -0.435779837 0.352306280 -0.0283181052 0.080237297
## [994,] -1.0621126063 0.656661718 0.296704862 -0.6361217818 -0.098395818
## [995,] 0.2417019067 -0.637057293 -0.846401225 0.3117687718 -0.583974866
## [996,] 0.6222461351 -0.584803746 -0.177171050 0.3258658503 -0.211017022
## [997,] 0.2686653821 -0.641305526 0.194161381 -0.2014490218 0.654701830
## [998,] 1.3635632684 -0.464639738 -0.084495054 -0.6511416246 -0.583217115
## [999,] -0.2197640067 -0.409107249 -0.204935264 0.0593803636 0.166587018
## [1000,] -0.0384113663 -0.301913189 0.463546883 0.0709510197 0.479066511
## [1001,] -0.8436833607 -1.516643343 -1.268669406 0.9083427156 -0.221252494
## [1002,] 0.0055921925 0.606145909 -0.335752690 -1.3597901921 0.505944716
## [1003,] 0.0318105957 -0.005043142 -0.424693749 0.1027402782 0.183150786
## [1004,] 0.1952306627 0.644386920 -0.645544547 -0.5939157154 -0.187079927
## [1005,] 0.6043859292 0.694357937 -1.463401827 0.2270060008 0.123023486
## [1006,] -0.0603607213 -0.273158271 -0.067842076 -1.8047149302 1.839041329
## [1007,] 0.8435768977 0.760068228 1.167869313 0.6059317197 -0.424228811
## [1008,] 1.7835454058 1.547761720 0.668805932 -2.3451731224 0.181189178
## [1009,] 0.1082118083 0.912999811 0.480168156 -0.2459324942 -1.341893070
## [1010,] 0.3316496776 0.503046997 -0.372911152 0.3420857507 0.194802226
## [1011,] 1.1865840622 0.142370881 -0.731054534 -0.2472009558 0.400615082
## [1012,] 0.1403390826 0.633651628 0.079547153 0.5780625054 -0.745120275
## [1013,] -0.3869896477 -0.673874217 -0.273389853 0.3780635453 -0.249234480
## [1014,] 0.1753094701 -0.161503544 0.349395694 0.0643560883 -0.275520884
## [1015,] 0.1652685682 0.340709302 -0.663301265 -0.5033907377 -0.107178151
## [1016,] 0.9095027837 -0.286062925 -2.915863791 -0.5778846225 1.072360246
## [1017,] 0.3308012709 -0.526370180 -0.544646978 -0.9129689623 -0.219637783
## [1018,] -0.1564279400 -0.070908365 -0.495481082 -0.3361768343 -0.065365154
## [1019,] -1.4310771925 0.787797448 0.618732477 0.0774989353 -0.406106016
## [1020,] 1.4434642871 0.801105668 -0.122855107 -0.9569556828 -0.425064655
## [1021,] -0.0899740671 -0.069611121 -0.878109421 0.5113964901 -1.108824589
## [1022,] 0.0133737638 0.389924824 -0.215671848 -0.0848679217 0.164236713
## [1023,] -0.2495410101 -0.537076921 -0.320587301 0.0131634654 1.077362880
## [1024,] -0.1965076726 0.249510262 -0.156410495 0.0920991223 -0.057737408
## [1025,] 0.3066584102 0.989321494 -0.364149344 -0.2223693510 -0.859912875
## [1026,] 0.5921128975 -0.594989835 -0.808639389 -0.0269103321 0.826667790
## [1027,] -0.0925927242 0.129834280 -0.068986780 0.2202432068 0.402823705
## [1028,] -0.1749224105 -0.204330410 -0.184731882 1.3180362828 0.388289377
## [1029,] 0.2189513337 -0.106867427 0.127839294 0.0014689241 -0.130698167
## [1030,] 0.0304023406 -0.265685110 0.145086466 -0.0791895614 0.420193489
## [1031,] -1.2987889649 0.224799797 0.809759175 -0.5283751223 -0.382526308
## [1032,] -0.0733289515 0.475017200 0.175113296 0.1000116293 0.145561055
## [1033,] -0.4337408416 0.501271473 0.558476939 -0.4488557030 0.212842714
## [1034,] -0.7150109302 0.881613307 -0.092986021 -0.0438105316 0.194671269
## [1035,] 0.9202792864 -0.193347206 -0.237006308 -0.1215103584 0.372086649
## [1036,] -0.3874728540 0.366164790 -0.431580160 -0.2157705586 -0.026540831
## [1037,] 0.0975645482 0.109694339 0.430386088 -0.8220445228 -0.358370525
## [1038,] 0.5130762173 -0.414143984 0.603363243 -0.2436522620 0.419507848
## [1039,] -0.1481059631 0.713035285 0.200115258 -0.6633050138 0.032496739
## [1040,] 0.1883332658 0.041314555 -0.573776182 0.8524896192 0.726929776
## [1041,] 0.6384109473 1.181139253 -0.424070851 -0.9452303553 0.282125178
## [1042,] -2.4470097475 0.366948731 -0.267966438 0.9208447660 0.946561190
## [1043,] -2.5069239032 -0.624100803 1.645694329 1.6392405147 0.890450990
## [1044,] 0.3451761754 -0.248386244 -0.285384080 0.2055047217 0.344007505
## [1045,] -0.1980323100 -0.332740179 -0.664652373 -0.4356044597 0.887386859
## [1046,] 0.0483218150 0.071263538 -0.139546526 -0.2166666183 0.698391784
## [1047,] 0.8184128553 -0.004116907 -0.166107256 -0.4048169042 0.806481077
## [1048,] 0.8614266475 0.457073901 -0.170415610 0.4813897642 0.075990387
## [1049,] -0.4806269225 0.453275436 -0.303533334 0.1311017804 -0.042567411
## [1050,] -0.7816014097 0.248329441 0.830294598 0.3209674617 0.166427232
## [1051,] -1.0252592397 0.412399402 0.741790054 -0.6263031781 -0.390905834
## [1052,] 0.2161519095 -0.714446419 0.414493594 0.7529077742 0.370648734
## [1053,] -1.2246080338 -0.605385431 0.094834408 -0.9114734980 -0.204380318
## [1054,] -0.6948160432 -0.346735440 -0.520659129 -0.2793698604 -0.255642890
## [1055,] -1.6381724421 -1.168706214 -0.162005021 0.4398760281 -0.975687865
## [1056,] -0.5851230059 -0.195053242 -0.055166867 0.2547421941 0.383458664
## [1057,] -0.3879254315 0.070166443 0.565479020 -0.0992476214 -1.118761358
## [1058,] 0.0497862748 0.225558809 0.547442867 -0.3441401466 -0.195233671
## [1059,] 0.1753094701 -0.161503544 0.349395694 0.0643560883 -0.275520884
## [1060,] -0.0273946641 -0.140916408 0.223329534 -0.3191705693 -0.097550640
## [1061,] -0.2322231294 -0.340454953 -0.045757306 0.3457471145 -0.268814383
## [1062,] -0.4229472714 0.119035244 -0.820598519 0.1142626599 -0.253844398
## [1063,] -1.1881541729 -0.791835732 -0.026945456 0.5364056888 -0.573751274
## [1064,] -0.3928903763 -1.069326511 -0.578541175 0.1247814545 0.216198910
## [1065,] -1.4907446359 0.121025598 1.198052643 0.6442021323 0.074786847
## [1066,] -0.2387153707 -0.008691364 0.098189998 -0.0693956598 0.058225132
## [1067,] -0.2726198017 -0.392050806 0.132357444 0.0218920746 -0.199285125
## [1068,] 0.1118987141 0.016134807 -0.373336170 -0.1440746146 0.363592713
## [1069,] 0.1051072360 0.685699509 0.242886701 -0.5160598937 -0.622024831
## [1070,] -0.2077677554 -0.400660476 0.413178079 -0.6967911136 0.624292211
## [1071,] 0.5109678243 -0.301569362 0.194656028 0.2981028033 -0.002687524
## [1072,] -1.0839347588 0.266051045 0.260521343 0.3082242662 0.211865226
## [1073,] -0.1621163601 -0.308883243 -0.178187363 0.1474749416 0.005244726
## [1074,] 0.4579758065 -0.099137061 0.406277234 0.1302662578 -0.623316175
## [1075,] -0.2300268603 -0.207701273 0.351219628 0.4270041780 -0.098837485
## [1076,] 0.0318105957 -0.005043142 -0.424693749 0.1027402782 0.183150786
## [1077,] -0.3421912001 -1.296365335 0.026287689 0.7619885168 0.181431869
## [1078,] 0.2774348860 -0.098926389 1.187635450 0.1802929682 0.175515658
## [1079,] 0.2353709051 -0.256717158 0.450932077 0.2316508353 0.253000684
## [1080,] 0.0234253678 0.232566219 0.194824857 0.0067878923 0.425480300
## [1081,] -0.2887123178 -0.685864135 0.546644539 0.3390344712 0.312413977
## [1082,] -1.0293646740 0.429312587 0.231363432 0.1384984259 0.132183216
## [1083,] 0.3176004504 -0.887608672 0.248893984 0.1100009181 -0.129815544
## [1084,] -0.6965849121 0.101057385 0.100349207 0.3311679010 0.241431947
## [1085,] 0.8285262481 -0.193987150 0.401591988 -0.5609166172 0.666740381
## [1086,] 0.5161237121 0.255324800 0.095919704 -0.4290710674 0.027983293
## [1087,] -0.5753845943 0.329766557 0.484213165 0.3394003785 -0.012458985
## [1088,] 0.0880045624 0.317883551 0.702967600 0.6666674864 -0.345872681
## [1089,] -1.3482084999 -0.095226728 0.197691198 -0.5045079505 -0.705025941
## [1090,] 0.2042137959 0.804167026 -0.370665222 1.0326889308 -0.082389869
## Comp.16 Comp.17 Comp.18 Comp.19 Comp.20
## [1,] 0.3331256632 0.1998113561 1.507650e-01 0.0417510052 -0.0248155617
## [2,] -1.2528930654 -0.3233358302 3.311137e-01 -0.2956509266 0.3127437321
## [3,] -0.4071960680 -0.0294627125 6.464073e-01 -0.3876033339 -0.5547182488
## [4,] 0.1934072047 -0.2429685097 5.447570e-02 0.5354079817 0.3197782953
## [5,] -0.1178910897 -0.2642968089 -8.204337e-01 0.2324840932 0.3594321891
## [6,] 0.1703193834 0.4030304779 -1.724834e-01 -0.0126438587 0.2507346580
## [7,] 0.3099094986 0.4503392703 1.822335e-01 -0.4078414770 0.3777335350
## [8,] 0.5575227783 -0.6415591083 4.104239e-01 0.1651014774 0.7586385240
## [9,] -0.3789956452 0.0005364037 3.550779e-01 0.2635420797 -0.2486443163
## [10,] -0.3253693618 -0.6719946836 7.960715e-02 -0.1571294460 -0.1872552276
## [11,] -0.0812059768 -1.1600278937 -4.062599e-01 0.0335449488 0.1762555575
## [12,] -0.1747606375 0.3878027298 -1.393956e-01 -0.2988821180 -0.6149106879
## [13,] 0.0184240007 -0.1172614521 -3.257227e-01 0.1386601047 -0.2931664658
## [14,] -0.4152634952 0.5920896192 3.925564e-01 -0.2500382546 0.2227550022
## [15,] 0.3008603132 -0.2839973073 3.581478e-01 1.0386021588 0.1857011267
## [16,] -0.0638766057 0.1687146556 6.028786e-01 -0.3868262633 -0.6300998674
## [17,] 0.0052834002 -0.3353276709 3.081717e-01 0.8760332802 0.2217142810
## [18,] 0.3100123211 -0.7084488251 9.900059e-01 -0.0607913695 -0.5080198897
## [19,] 0.4811945874 -0.1843525197 -5.744694e-02 -0.2605972448 0.1641949315
## [20,] 0.6294568270 0.1709129966 -9.383890e-01 0.7056910878 0.8430223744
## [21,] 0.6048847866 0.1897311905 1.226480e+00 -0.3264720258 0.2618406035
## [22,] 0.2425297131 0.1359345576 1.768354e-01 -0.7088307226 -0.4449789566
## [23,] 0.6167744725 -0.1361741662 2.405479e-01 -0.3091403511 -0.2317886241
## [24,] -0.3341681862 -0.5328179108 -2.846839e-01 -0.0612952184 0.0556764419
## [25,] -0.5473024092 -0.0880722054 -1.694989e-01 -0.1410901838 -0.0118612456
## [26,] -0.0571488896 0.7145537279 5.335273e-02 -0.5104974434 0.1348526419
## [27,] -0.2027788401 0.0419597042 -5.864202e-02 0.2613650252 0.0560360128
## [28,] -0.3283247468 0.2224827919 8.444984e-03 0.1370139683 -0.0515389328
## [29,] -0.0613692281 -0.2519680645 -3.553228e-01 -0.0268892853 0.0222610607
## [30,] 0.0960651727 1.0103048352 2.574117e-01 1.2983263050 -0.5897273596
## [31,] 0.8391676912 0.1977555476 -6.465271e-02 -0.6065317047 0.6215830146
## [32,] 0.3955424963 -0.1287530007 2.782217e-01 0.0810840287 -0.5287289735
## [33,] 0.2524602509 0.3149379747 3.549410e-01 0.2058049748 -0.4137034498
## [34,] 0.3962451191 -0.0824703933 -6.434820e-01 0.0635916061 0.1387656264
## [35,] 1.2063803833 -0.7087285770 -5.940975e-01 0.2835379491 -0.2386596759
## [36,] 0.2066530262 -0.6384546559 2.591543e-01 0.0635366586 -0.3130375527
## [37,] 0.1336031669 0.0990018471 -1.470598e-01 0.0581569492 0.1856552509
## [38,] -0.5392673105 -1.5046222949 -9.127007e-01 -0.7067307345 1.1123096733
## [39,] 0.2537903564 0.2522433779 2.388109e-01 0.3600712986 1.2867259548
## [40,] 0.8359114353 -0.0468566166 -1.037777e+00 0.1598036096 -0.5325966216
## [41,] 0.1324551009 0.2212460039 -1.459057e-01 0.0297984801 0.2542378948
## [42,] -0.7762059358 -0.2493384115 2.039804e-01 -0.5177046727 -0.7032779047
## [43,] 0.0787999275 -0.0617526724 -1.415410e-02 -0.0345450449 0.1619194914
## [44,] 0.1326379075 -0.0382513056 1.533953e-02 0.4714914669 -0.1107275200
## [45,] -0.0052000046 -0.2072582957 -2.363617e-01 -0.9891148895 0.8210255667
## [46,] 0.1742659109 -0.5420888185 -7.964405e-02 0.0891613215 0.0293005461
## [47,] 0.3377891331 0.1048534525 -1.701103e-01 -0.2219370920 -0.1770022157
## [48,] -1.0285045170 -0.2306858906 7.692975e-02 0.2592941626 1.1583006116
## [49,] 0.0310788496 -0.2903263080 -2.602127e-01 -0.2925045853 -0.0277871502
## [50,] -0.9327138751 -0.1569454044 -1.535232e+00 0.6277417811 0.3107407234
## [51,] 0.5811186559 -0.3722294863 1.168972e-02 0.1664832367 0.7429973616
## [52,] 0.2409297341 -0.4334375053 -3.372484e-02 -1.3818604580 -0.2456188182
## [53,] -0.6170663065 0.0702324756 7.138105e-02 -0.1034076057 0.1854112629
## [54,] 0.0281241390 -0.4402916100 1.486255e-01 0.1974371351 0.1161719658
## [55,] 0.9490372087 -0.3039057673 4.336437e-01 0.2694261140 0.0433920729
## [56,] -0.7585112802 0.3440037896 -3.041208e-01 -0.8747972447 0.1355824375
## [57,] -0.0965595450 0.2245951759 7.245714e-02 -0.0485318782 -0.2322001287
## [58,] 0.1272461172 -0.2885906343 -2.506570e-01 0.0996387259 -0.1769753462
## [59,] 0.0956178009 -0.0500779647 -9.016242e-01 0.3052707288 0.3717862098
## [60,] 1.2565222765 -1.1639732881 1.298849e+00 0.8048006142 0.4713000855
## [61,] 0.5205294503 -0.2349444168 -8.867204e-01 -0.9655343804 -0.5315273337
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## [637,] -0.0169717077 -0.3411711074 -1.391692e-02 0.3299655215 -0.0812865570
## [638,] 1.1025433887 -0.2120916028 -2.615166e-01 0.5095535873 -0.5170223184
## [639,] -0.1895553185 -0.9621303154 -1.694482e-01 0.1889854680 0.1460322704
## [640,] -0.0369193408 0.7516651579 -1.008173e-02 -0.1569670432 0.2948132539
## [641,] 0.0172316614 0.0283507549 -2.379441e-02 0.0891660507 -0.1252634593
## [642,] -0.0823203289 -0.1950659679 1.057956e-01 0.1889671118 -0.0132917894
## [643,] 0.2670742075 -0.8960412114 8.541014e-02 -0.2883679618 0.3775378245
## [644,] 0.1404513896 0.4392089530 1.178708e-01 -0.6966201150 -0.1600397558
## [645,] -0.4204624980 -0.2026324177 4.248510e-01 -1.3495505371 -0.3480157652
## [646,] -0.0633736059 0.1368000378 -7.055911e-02 0.0592251442 0.0123116909
## [647,] 0.5692427319 -0.1842062819 -1.755841e-01 -0.1272483772 0.0597586111
## [648,] -0.0633736059 0.1368000378 -7.055911e-02 0.0592251442 0.0123116909
## [649,] -0.3160946940 0.0418240761 2.728974e-01 -0.0829881068 -0.2642081408
## [650,] 0.5095920606 -0.1742792591 1.026018e-01 0.2458320014 -0.2791754988
## [651,] -0.2476898518 0.5572342772 9.284065e-02 0.1094250851 -0.1936485626
## [652,] 1.1011893044 -0.3140202673 4.458768e-01 0.4810536912 -0.4117551976
## [653,] -0.8838866187 -0.7505506601 9.475705e-02 -0.9343698414 -0.0552382318
## [654,] 0.0208373202 -0.3220967497 -6.670084e-02 1.1799069196 0.2687640746
## [655,] -0.3243033722 0.1085957086 1.066024e-01 0.5199519507 0.3985994498
## [656,] -0.0633736059 0.1368000378 -7.055911e-02 0.0592251442 0.0123116909
## [657,] 0.1284558446 -0.7197240724 -6.284395e-01 -0.2309346952 -0.2653531381
## [658,] 0.0588747586 0.1918445096 -1.546089e-01 0.0609638724 0.1569663136
## [659,] 0.1380788694 0.4111272164 2.449766e-01 0.0696451860 0.3678803508
## [660,] 0.4294659131 0.1687581706 -1.300768e-01 0.2840129008 -0.4754294381
## [661,] -0.1871328598 -0.5414636999 9.162102e-02 -0.1224154341 -0.4065981337
## [662,] 0.3280715940 0.3293269055 2.490666e-01 -0.0924216775 -0.1586611819
## [663,] 0.7344338790 0.3820261655 -5.800760e-01 -0.3016932920 -1.1292210466
## [664,] -0.2212736899 -0.0135098189 -7.100994e-02 0.1435047137 -0.4460562842
## [665,] 0.4291841722 0.4553253881 -1.662594e-01 -0.1539306790 1.1254414827
## [666,] -0.2775251494 -0.0085632414 4.960545e-01 -0.3941839978 -0.3315887402
## [667,] 0.8441714879 -1.1190029759 6.597118e-01 -0.6395819378 0.0768767614
## [668,] 1.2085615772 -0.5318671726 -1.487086e+00 -0.4360614619 0.3476430570
## [669,] 0.4359464165 0.0942842682 2.635296e-01 -0.3711237785 0.2873535036
## [670,] 0.2444607445 -0.1725887497 -5.358261e-02 -0.2907904557 0.1515502582
## [671,] -0.2147565055 0.7674815986 -4.477865e-01 0.2376561336 0.2623926934
## [672,] 0.7025816123 -0.2215085661 3.755492e-01 -1.7027076594 0.3261569703
## [673,] 0.0753612615 0.0304571023 -2.128409e-01 0.1362205364 0.1908324162
## [674,] -0.6322557159 1.4120413622 -1.227795e-01 -0.1908010424 -0.3502880043
## [675,] 0.5077111576 -0.1007029604 -1.407721e-01 -0.0472417842 0.2140955525
## [676,] -0.8468128813 0.6143304119 -4.972818e-01 0.1730305034 0.5692152199
## [677,] -0.0177343263 -0.4351603902 1.904491e-01 -0.1539052146 0.4227119190
## [678,] -0.0729161451 0.3841044999 6.561598e-01 -0.4696938635 0.1631589268
## [679,] 0.6263370781 0.4004367424 -1.077050e-01 0.0570846577 -0.6669547709
## [680,] -0.6302244672 0.0539753795 5.738973e-02 -0.0435855033 -0.2501931205
## [681,] 0.2887283276 0.1170495175 -2.965528e-01 0.4542027254 0.6578286221
## [682,] -0.0874597184 0.5371885152 5.305431e-02 0.0704730264 0.0332264226
## [683,] 0.1034393070 1.3963076815 -1.093810e+00 0.7599575915 0.0051204675
## [684,] 0.0113548023 0.0439573754 -6.301000e-02 0.0564182209 0.0410006281
## [685,] 0.5676802941 0.3191116860 -5.803124e-02 -0.1287736916 -0.0513115902
## [686,] -0.1518233720 0.0595579186 -1.016259e-01 -0.1289375079 0.3723199855
## [687,] -0.0740294366 -0.2857142328 5.516649e-02 0.0943149083 -0.0714618206
## [688,] -0.0586296771 -0.5727295588 1.425961e-02 -0.8273691609 1.4596371568
## [689,] -0.6496105164 0.0410980976 -9.203888e-01 -0.0697919640 -0.1462058155
## [690,] -0.4191141345 -0.5629175705 2.269811e-01 -0.5801354580 0.7324404694
## [691,] 0.1174804223 -0.4347987032 -6.260308e-01 0.5997839888 0.6303807847
## [692,] -0.7091041474 0.1324158749 2.413551e-01 -0.0398957159 0.3613944772
## [693,] 0.0482251816 -0.2362222616 4.722431e-01 -0.3392562487 -0.4770331693
## [694,] 0.0446920476 -0.1360989878 -3.003328e-01 -0.1313700272 0.3427923870
## [695,] 0.0223964244 -0.1294920021 4.578002e-02 0.1563378964 -0.4887011096
## [696,] 0.4420654633 -0.0084452713 -1.487325e-01 -0.3842813161 -0.8647162238
## [697,] 0.2504893426 0.0670754808 -6.903936e-01 -0.1227976318 0.1763949585
## [698,] 0.6003887314 -0.4523367786 -5.540220e-01 1.1632269780 0.0321906279
## [699,] 0.5427176468 0.3660058073 -1.125111e-01 0.1001539310 0.7488629068
## [700,] -0.3925347861 -0.2872724205 1.378738e+00 -0.6983661527 0.1496606467
## [701,] 0.6106989366 -0.6933437864 5.676423e-01 -0.1671389193 0.6115963873
## [702,] 0.2732739293 0.2879916497 -2.394052e-01 0.0588621684 0.0366198484
## [703,] 1.7979435254 0.3421683798 2.928395e-01 1.2864009757 0.9006847058
## [704,] -0.2755077506 -0.0107430040 -1.852224e-01 0.4209374037 -0.5291497073
## [705,] -0.3777215889 0.3935438262 3.944866e-01 1.3844594663 0.0881991312
## [706,] 1.6439426150 0.6079604949 6.471048e-01 -0.4503060297 0.2263501522
## [707,] 0.2331880777 0.2560346045 3.130777e-01 0.1177655873 0.0518931190
## [708,] -0.3598133655 0.3792994189 -1.012135e+00 -0.0768280924 0.4816054922
## [709,] 0.0437559416 0.1587656178 -4.829393e-01 0.2759061491 -0.1396642382
## [710,] 0.5279976844 -0.7195912023 1.506150e-01 -0.4547079107 0.0156276423
## [711,] -0.1190365455 -0.4990945986 1.312193e-01 0.2597679197 -0.0783711966
## [712,] -0.4679469044 -0.6141634762 4.519599e-02 0.4842303231 0.1622936982
## [713,] -0.0311780030 0.1534259401 -1.040989e-02 0.0833119739 -0.0300296955
## [714,] 0.5745350435 0.1213151944 1.676475e-02 -0.3178180928 -0.0532367397
## [715,] -0.1404605858 0.1300139960 -5.829384e-01 0.1566356384 0.6405995168
## [716,] -1.1689213014 -0.5036667683 1.337147e-01 0.3156973407 0.0049155287
## [717,] 0.1460328391 -0.1438277847 5.050208e-01 -0.2183018042 -0.3719869260
## [718,] 0.1001661821 -0.3582623334 1.577446e-01 0.1399479459 -0.7764851902
## [719,] 0.3330215653 0.1971549037 9.236361e-01 0.2313332531 0.3452586883
## [720,] -1.3632686855 0.3913521108 -8.916000e-02 1.1634370770 -0.5236017032
## [721,] -1.6948301033 0.7536439179 6.123237e-01 0.1605186046 0.3122947475
## [722,] -0.4760541535 0.1616493173 5.603617e-01 -0.4523138750 -0.5647043785
## [723,] 0.5724285413 -0.0168702186 -7.923929e-02 0.5372892078 0.2458769874
## [724,] -0.4391819317 0.9189965500 -4.479461e-01 0.0597628864 0.0913814813
## [725,] 0.4161770708 0.2398207377 6.303855e-02 0.7196892822 0.2081276169
## [726,] -0.5149573793 0.1983198686 8.118748e-01 0.3583328370 0.1707035067
## [727,] -0.1379352493 0.8328004739 1.509625e-01 0.0267888627 0.2885045188
## [728,] 0.0128332784 -0.5005597193 6.431465e-03 -0.0234448256 -0.0459912494
## [729,] 0.4840765394 -0.2467562937 5.727118e-01 -0.4809399979 -0.1431184582
## [730,] -0.1058594776 -0.0488360168 4.340004e-02 -0.8926162610 -0.6190567653
## [731,] 0.0849351445 0.0733588697 -5.430688e-02 0.0252528286 0.1382722093
## [732,] 0.1898090593 0.7187758240 5.652325e-02 -1.0437184956 -0.9791970559
## [733,] 0.7489807874 -0.7788655997 -4.838471e-01 -0.2553668071 0.4016204826
## [734,] -0.5701622293 0.0743435340 -2.031319e-01 0.4185943907 -0.2812805660
## [735,] 0.8251660827 0.9586347773 1.650949e+00 0.7896760806 0.5189157289
## [736,] 0.0765564039 1.2929586180 7.330108e-01 -0.2610997217 -0.3195460080
## [737,] 0.0098647708 -0.1805673234 -5.153932e-01 -0.2063924210 -0.2924221996
## [738,] 0.1354433952 -0.1615673265 -1.899694e-01 0.3376070144 -0.0360602580
## [739,] -0.2922413449 -0.2822305409 6.660172e-01 -0.8785502245 -0.7138967124
## [740,] -0.4925919305 0.4998612841 5.163035e-01 -1.5305706542 0.6319197370
## [741,] -0.2337278398 -0.1716670714 -1.418547e+00 0.0064749328 -0.2197369982
## [742,] -0.5307008439 -0.1957604542 1.369435e-02 -0.2291144240 -0.5231115785
## [743,] -0.0497176573 0.0356285125 -1.281099e-01 -0.1586322758 -0.5653271990
## [744,] -0.1715790848 1.1305935762 6.730958e-01 0.4008470984 0.1283737316
## [745,] -0.1170287793 -0.1461986385 6.119254e-02 -0.0051183808 -0.0800067125
## [746,] 0.2373001153 0.5740681765 2.641508e-01 -0.3351874295 -0.0576670544
## [747,] 0.0997577698 0.2365008995 -2.396837e-01 0.2826213717 0.2544602445
## [748,] -0.2947485975 -0.1876391732 -5.979952e-01 0.1666300687 -0.2137450511
## [749,] -0.5628082416 0.1927256159 -1.667741e-01 0.3790309422 0.1794456280
## [750,] -0.4699386744 -0.4746781088 -4.009896e-01 0.4770583684 -0.6253719091
## [751,] 0.4762807345 -0.8765051123 6.509666e-02 -0.1458196894 0.7213571456
## [752,] -0.2257257196 0.0747266294 -5.584882e-01 -0.8725240685 -0.2367285941
## [753,] -0.2216426462 0.0331785968 2.374393e-01 -0.1292423623 0.1901896423
## [754,] 0.0892809691 -0.1209639668 4.825885e-02 -0.0835438735 0.2831274987
## [755,] 0.6384182338 -0.2031719545 -2.348311e-01 0.4896432422 0.0301943316
## [756,] 0.2338718993 0.6128138060 -5.495790e-01 0.0589030472 -0.3006168219
## [757,] -0.5512807951 -0.2606211052 -1.342172e+00 0.0655970149 0.2112590128
## [758,] -0.6739067763 -0.2881480615 4.178206e-01 0.2824941112 0.7384406163
## [759,] 0.1636217350 0.8968621151 6.787937e-01 0.0807220992 0.0601187465
## [760,] 0.0349124172 0.3130142484 -1.114584e-01 0.1151825855 -0.2763366792
## [761,] -0.1483794226 -0.1695938948 5.770801e-03 0.0307932418 0.4421260474
## [762,] -0.0061475939 -0.2570653375 -1.651265e-01 0.3806687524 -1.2044188432
## [763,] 0.7320877432 0.2641724718 -1.132681e+00 0.1129916456 0.0001441229
## [764,] -0.4209363914 -0.0757374427 -3.658153e-01 0.0797422114 -0.1099459260
## [765,] -0.3875339472 -0.7343808033 9.772085e-02 0.2599104124 0.4406370447
## [766,] -0.0520516548 -0.4862328070 -3.487336e-01 0.6700050977 0.5981812143
## [767,] 0.0545720578 -0.0347324026 1.094247e-01 -0.1831714321 -0.1660724208
## [768,] -0.3325122871 0.7662565942 8.918983e-01 0.3736059948 0.0606557108
## [769,] 1.1128049264 0.5354193845 8.556597e-02 0.7150195188 0.2597406968
## [770,] -0.3963201012 -0.0505310248 6.647358e-02 -0.1324149644 0.0830107400
## [771,] -0.2027788401 0.0419597042 -5.864202e-02 0.2613650252 0.0560360128
## [772,] -0.2413265440 -0.2133326762 -2.308449e-01 -0.0492661682 0.1170097688
## [773,] 0.5161558917 0.1599400785 6.595533e-02 -0.3204763149 0.2640379294
## [774,] 0.6197008470 -0.0925797240 3.939054e-03 1.3051154152 -0.1248745707
## [775,] 0.1460068972 -0.1563332158 8.846766e-02 -0.0801541342 0.0424964733
## [776,] 0.7323405083 -0.6509527854 -1.417442e-01 0.1418536204 0.2316758740
## [777,] -0.0741773457 0.2929415344 -4.383841e-03 -0.0161213152 -0.0385745875
## [778,] 0.2677070513 0.0039485653 -2.645923e-01 -0.2624976750 -0.6692582640
## [779,] 0.2178170725 0.1672468418 -2.905716e-01 0.4728815050 -0.6016036496
## [780,] 0.4896788192 0.3677418542 -5.133486e-01 0.1501325078 -0.2030232896
## [781,] 0.2667942246 -1.0585331691 -3.956360e-01 0.8319651781 -0.2014763011
## [782,] -0.0301810437 -0.8595996065 -5.941927e-01 -0.5668375470 -0.5378306013
## [783,] -0.6302244672 0.0539753795 5.738973e-02 -0.0435855033 -0.2501931205
## [784,] -0.0633736059 0.1368000378 -7.055911e-02 0.0592251442 0.0123116909
## [785,] -0.4016500959 0.1836516581 -5.747763e-01 0.4570280805 -0.2592859697
## [786,] -0.4489981678 -0.5689688703 6.228806e-01 0.5928555726 -0.5683157018
## [787,] 0.6425198166 0.0141355401 -2.992787e-01 -0.0712945829 -0.6741713756
## [788,] -0.0375351610 -0.1729067342 1.875434e-01 0.0995740215 -0.1159714643
## [789,] 0.7723600824 -0.2611860577 -8.082470e-02 -0.4951898710 0.2146577575
## [790,] 0.3146208685 0.7973347023 1.010828e-01 -0.3330354523 0.7127243975
## [791,] 0.1326379075 -0.0382513056 1.533953e-02 0.4714914669 -0.1107275200
## [792,] -0.2173932526 -0.0150927127 -6.549968e-01 0.2043665580 0.6309371166
## [793,] 0.5012633657 -0.3249150326 3.333541e-01 0.4911252368 -0.2581761774
## [794,] 0.6037025610 0.5992967007 -3.678216e-01 -0.7161756796 -0.8691714151
## [795,] -0.1868964461 -0.0744893129 -5.750474e-01 -0.1525274747 0.5301445624
## [796,] 0.2488924944 -0.2525342499 3.922817e-01 -0.5821050062 -0.5422671363
## [797,] 0.6588870712 -0.2639426337 -1.139904e+00 0.0690262631 0.0918760019
## [798,] -0.3147058070 0.3222788158 -3.371350e-01 -0.5244961726 0.0004250944
## [799,] -0.6504657855 -0.1625656619 -8.775018e-02 -0.2646312033 -0.2756872759
## [800,] -0.3506772142 -0.3213547470 -1.923071e-01 -0.1930648616 -0.3940231038
## [801,] 0.2753765654 0.0630729538 -6.723164e-01 1.2927782125 -0.2980795889
## [802,] 0.0630052828 0.1301543605 2.693222e-01 -0.9251651485 0.4459677416
## [803,] 0.6218586478 1.5706818534 -8.029122e-01 0.4882267482 -0.2081710375
## [804,] -0.0848331764 -0.1295727363 1.213418e-01 0.0189684490 -0.1223480989
## [805,] 0.6488050485 -0.2673138881 5.169882e-02 -0.0060223676 0.0786660728
## [806,] 0.1713477199 -0.2394782091 1.553667e-01 0.0074805556 -0.3855484095
## [807,] -0.0468871031 -0.0245873694 -1.287911e-01 0.1344818082 0.0461777934
## [808,] 0.0849351445 0.0733588697 -5.430688e-02 0.0252528286 0.1382722093
## [809,] -0.5468563896 -0.3013950489 2.096192e-01 -0.5014359531 0.5115132012
## [810,] 0.4770628663 -0.1774128136 7.911337e-01 0.7781585034 -0.3049193638
## [811,] -0.4461626291 -0.1788960402 8.340283e-01 -0.2049158080 0.2186140809
## [812,] -0.7709685627 -0.5703658415 -9.006214e-02 0.4379722942 0.1125122651
## [813,] -1.3414691203 0.4639405081 8.493125e-01 0.0594507169 0.5925419514
## [814,] -0.2345504125 0.9929499827 1.002079e+00 0.7898226328 0.5485569610
## [815,] 0.3963610052 -0.4765668013 -7.564605e-01 -0.1442219758 0.3303518847
## [816,] -0.1630815444 -0.1878299090 -4.604221e-02 0.1881404151 -0.0231425940
## [817,] -0.1061498431 -0.5510231034 -5.306424e-02 -0.8693862509 -1.1747281183
## [818,] 1.0542549635 -0.6846957568 -1.128067e+00 0.1219335607 0.0357418957
## [819,] -0.0932949255 -0.2759357245 -3.498214e-01 -0.2695940592 0.0263010387
## [820,] 0.1659223164 -0.3504655022 -4.922847e-01 -0.3637228739 0.0357862134
## [821,] -0.3716006331 0.6846854385 -3.577858e-01 -0.4804879620 -0.4314875149
## [822,] -0.1280443217 -0.2584536771 8.481558e-02 -1.4827895620 -0.7739277803
## [823,] -0.4645023534 -0.3085908623 -9.868395e-01 0.1858495392 -0.2101153690
## [824,] 0.3459653985 -0.0640400555 7.533170e-01 -0.1910192422 0.8709693984
## [825,] 0.5059034269 0.1037775932 4.957599e-01 -0.6054037989 -0.6355878774
## [826,] -0.0633600095 0.2593654136 7.749448e-02 0.2130771553 -0.4822001813
## [827,] 0.4469199086 -1.9639300092 2.958794e-01 0.1668620752 0.5157256889
## [828,] -0.1978192764 0.4256128543 -9.116036e-02 -0.1901141503 0.1549239640
## [829,] 0.0077588322 0.2101421511 -1.151171e+00 0.2367619977 0.0683225717
## [830,] -0.0366154281 -0.7624951793 3.962001e-01 -0.3992176626 -0.0022651589
## [831,] 0.0461485239 0.0126358971 -6.291710e-01 0.2822786539 -0.4129440741
## [832,] -0.5427326314 -0.9064808920 3.673159e-01 0.2606240473 0.0236437279
## [833,] 0.2119372765 0.5104405394 -9.851127e-01 -0.1271537915 0.3015958662
## [834,] -0.2506430214 -0.7332113347 -1.205194e+00 0.8423427426 -0.4662478972
## [835,] -0.3254178850 0.6069619218 -3.946494e-01 0.6470415690 -0.6260861134
## [836,] -0.3480786565 -0.0301619301 2.717626e-01 -0.3873042684 -0.1439417165
## [837,] 0.1588775666 -0.1892540569 1.295000e-01 0.1295750102 -0.4338767969
## [838,] 0.0905834496 0.1662954079 5.026124e-02 -0.2180586611 -0.1803556693
## [839,] 1.4399593718 -1.5379239522 9.880262e-02 -0.0002354346 0.4712067428
## [840,] -0.5988067983 -1.6005148191 -6.287340e-01 0.1920259467 -1.5134149227
## [841,] -0.1493593399 -0.1855488208 1.388163e-01 0.0474508048 -0.2188724722
## [842,] 0.6331634086 0.1144780428 -4.321011e-01 0.3710165021 -0.4646322356
## [843,] -0.6150636838 -0.4525003811 -2.230399e-01 -0.3666815353 -0.1533210864
## [844,] -0.6081662978 -0.0605734590 1.206105e-01 -0.3506748138 0.3669470558
## [845,] -0.3027009973 0.1447035722 6.832799e-01 0.1243133789 -0.0135045746
## [846,] -0.3094417464 0.4293838103 5.821534e-01 -0.1255920328 0.0391592013
## [847,] 0.1318794616 1.4295942996 -1.332112e+00 -0.3938533673 -0.3299073787
## [848,] 0.3337215319 -0.0135323937 1.211446e+00 0.3088195490 0.2787996283
## [849,] 0.1969809937 0.1311249734 1.103380e-01 0.1605476987 0.3229064313
## [850,] 0.6965856205 -0.6923074310 5.196273e-01 0.3236747966 -1.7238687887
## [851,] -0.5029633322 -0.0724315645 -4.236308e-01 -0.3288921472 -0.0663033021
## [852,] -0.0970228644 0.1661207980 1.370575e-02 -0.1093096956 0.4759362828
## [853,] -0.0483676158 0.0467560056 -3.451899e-01 -0.0887851591 0.1103316359
## [854,] -0.6106393137 0.0861810552 8.820694e-01 -0.4227527199 -0.9445429454
## [855,] -1.3439478010 -1.5723839580 2.755840e-01 -0.7607945611 -0.2800462435
## [856,] 0.1045709176 0.5916862021 -5.381128e-01 0.6212718516 -1.0848565509
## [857,] -0.1610400607 0.5077870209 4.435118e-02 0.1016384187 -0.0640451587
## [858,] -0.6492090878 0.0951206137 -3.956876e-01 0.5301518457 -0.5136703745
## [859,] -0.1467526201 -0.9059702926 5.034640e-01 0.5683011652 -0.1364671161
## [860,] -0.9345066206 0.2109651915 -6.113878e-01 -0.6690335308 0.4031734301
## [861,] -0.2788242531 0.6892244713 -2.637143e-01 0.0903119168 -0.8904330061
## [862,] -0.7661865718 -0.2193176278 1.149368e-01 -0.1169713852 0.3048669744
## [863,] 0.9412943352 -0.2567382377 5.825318e-01 -0.1474088078 0.2181828015
## [864,] -0.0010935625 0.0397223443 -1.012817e+00 0.0882947500 -0.2220353634
## [865,] -0.1342240008 0.0882037082 -3.201483e-01 0.1381089950 0.0351125768
## [866,] -0.7676161542 -0.3383385485 1.072424e+00 0.7502922687 -0.5938176364
## [867,] -0.3538605038 -1.4647366786 -3.929845e-01 0.4328242460 -0.5386682329
## [868,] -0.6941840396 0.2354159064 1.482858e-01 0.3567357559 1.1593504005
## [869,] -0.5694195938 -1.7829386519 9.779453e-01 0.4846473733 -0.5841458757
## [870,] 0.1069837081 -0.7749947037 -7.165405e-01 -0.7346400283 -0.4974075059
## [871,] 0.0445869034 -0.0925185875 -1.517095e-01 -0.4800313777 -0.8551004203
## [872,] -0.3181575878 0.4884604669 -7.509187e-02 -0.2162664946 0.7660071040
## [873,] 1.0417699731 0.0934956030 -8.161101e-01 0.1180949800 -0.5485324431
## [874,] 0.0246436565 -2.3563915754 -9.124143e-01 0.9879905237 -1.4056877856
## [875,] -0.1902910315 0.3402737735 6.206242e-01 0.2136385322 1.2083189479
## [876,] -0.3176884090 -0.4322291597 6.665251e-02 0.0083874993 -0.9819556888
## [877,] -0.0898850151 0.0479099828 -2.065746e-03 -0.1176340649 0.3474274483
## [878,] 0.2890463298 -0.7665121433 -1.533524e-01 -0.0596021427 -0.2834013478
## [879,] -0.1995943431 -0.5361981171 5.788728e-01 0.5430123897 0.2064398819
## [880,] -0.2079254545 -0.7214729638 2.069898e+00 0.1346904910 -0.6819590414
## [881,] -0.4229686119 -0.9355984192 1.005741e+00 0.3536849391 0.2567400002
## [882,] -0.5533933383 -0.1712323166 1.333039e-01 -0.5146948265 0.4265705571
## [883,] 0.2416568593 -1.4032548136 4.218065e-02 0.4464240321 -0.2635891468
## [884,] 0.2133931501 0.1474846240 1.048434e-02 0.0676205087 1.2406913657
## [885,] 1.0459282109 1.8073200812 4.362997e-01 -0.2279350871 0.2293966609
## [886,] -1.2159252006 0.3944928217 -1.381893e+00 0.4877619527 -0.4204016748
## [887,] 0.6436430226 -0.3318239743 -7.207623e-02 0.3331519031 0.4260598188
## [888,] -0.3716121399 -0.7545798045 3.585300e-01 0.2967202448 0.0399602408
## [889,] 0.2581860929 -1.0629717635 5.339288e-01 -0.0988306422 -1.0400053371
## [890,] 0.0175447319 -0.6973447344 -3.432452e-01 -0.2226949484 0.2016847831
## [891,] 0.1707077104 0.1090811850 5.825680e-01 0.0834403190 0.1396632955
## [892,] 0.2185542588 -0.2037702723 2.270663e-03 -0.0206988464 0.1929353901
## [893,] -0.0624235636 -0.0992611603 1.609762e-01 0.0758495082 -0.1782426598
## [894,] -0.5106099622 -0.7240026065 -3.755185e-01 -0.3596234321 0.0240650505
## [895,] 0.6621230069 -0.0631434697 1.058055e-02 -0.3135420403 0.1906323737
## [896,] -0.8309307249 -0.0173212072 -1.775053e-01 0.4838446501 -0.0798468453
## [897,] 1.2002632730 -0.0342803539 2.197610e-01 0.5865065853 -0.6631749639
## [898,] 0.1294708780 0.6854285936 -5.775142e-01 -0.4575308383 -0.5696456340
## [899,] -0.1631739534 0.1845237074 1.482227e-01 -0.0237398352 0.4808822286
## [900,] -0.9812141979 0.3664000276 -1.802414e-01 0.8385846804 0.1445303652
## [901,] 0.6982059973 0.3803114827 -8.510192e-02 0.2918510506 0.1014611002
## [902,] -0.0488421646 -0.2016454421 -4.156266e-01 -0.7353722797 -1.3507305423
## [903,] -0.2404730098 -0.5107843912 -4.694373e-01 0.0877197365 -0.1596882345
## [904,] 0.7118132465 -0.0745337365 -4.525996e-01 0.4152486484 0.1184468448
## [905,] -0.3984240979 -0.0689763313 2.445269e-01 0.0108968360 -0.1882562846
## [906,] -0.3128916455 0.0201726723 -2.737229e-01 -0.0711861961 -0.2516054869
## [907,] 0.7478048672 -0.1264116837 -2.219025e-01 -0.5340461873 0.5081909223
## [908,] 0.7655359852 -1.0483725528 8.359386e-02 0.6593035044 -0.5481630929
## [909,] 0.0787999275 -0.0617526724 -1.415410e-02 -0.0345450449 0.1619194914
## [910,] -0.4252190228 -0.4156239679 -2.061589e-01 0.1892433160 0.1564025606
## [911,] 0.3716838698 -0.0324951175 1.124276e-01 0.2024751498 -0.0758743650
## [912,] -0.0741773457 0.2929415344 -4.383841e-03 -0.0161213152 -0.0385745875
## [913,] 0.1356219368 0.1371874412 -2.655208e-01 0.0344564027 -0.1356828416
## [914,] 0.0014594199 0.1519821703 1.736718e-01 0.4189300787 -0.1909879373
## [915,] 0.0400699829 0.0148093397 3.477944e-01 -0.4004403397 -0.3441130020
## [916,] 0.0396228713 -0.0947719457 -2.387657e-01 -0.0412460504 0.0972318445
## [917,] 0.1124463632 0.8058505884 -3.951307e-01 0.1121664181 0.0692334158
## [918,] -0.2334580235 -0.4093624924 1.515167e-01 0.1137657726 0.2980202467
## [919,] -0.4753114422 -0.1898015294 -7.011026e-02 0.4690907803 0.0877760359
## [920,] -0.2250811018 0.3971265193 -4.601421e-01 0.7786206969 0.7942022091
## [921,] 0.6694316137 0.2499976278 -4.215881e-01 0.0582482501 0.2904554708
## [922,] -0.4882853314 0.8976875300 -4.061684e-01 -0.5974506182 -0.4722405254
## [923,] -0.6218643884 -0.0695570884 9.785141e-02 0.1320656622 -0.1063732616
## [924,] -0.7131779163 -0.8056618778 2.608454e-01 -0.2275242432 -0.4472965783
## [925,] -1.5565061033 0.4068594177 -3.373688e-01 0.0008760007 -1.1282552542
## [926,] 0.1857145719 -0.1119597327 4.032550e-01 -0.4885897701 0.5498922244
## [927,] -0.0682616355 1.0674470909 4.450741e-01 0.1322107273 0.3481302965
## [928,] 0.7124456925 -0.2276840703 6.531675e-02 0.2775116362 -0.2720960261
## [929,] -0.2041005836 0.2388802080 -2.856302e-02 0.1513155645 0.0551082263
## [930,] 0.1000025067 0.3402763593 -3.081558e-01 -0.1024613139 -0.1016210208
## [931,] 0.2460554393 -0.3092224792 -2.947816e-01 -1.4349335586 0.2089752237
## [932,] -0.4263411737 -0.4626507825 -1.386902e-01 0.0467390219 0.2342911920
## [933,] 0.0172316614 0.0283507549 -2.379441e-02 0.0891660507 -0.1252634593
## [934,] -0.0460442725 0.1436644601 1.172982e-01 0.0880665328 0.1980189684
## [935,] -0.6356681404 0.3176918537 4.281315e-01 -0.4509763371 -0.2990490642
## [936,] 0.1727569371 -0.1335622576 -4.984880e-01 -0.1121994079 0.3005378238
## [937,] 0.4684467257 -0.0301111191 -8.683956e-01 -0.3864560242 -0.3650902688
## [938,] 0.4350344568 -0.0077288938 7.237575e-02 -0.0683726120 -0.1371229190
## [939,] 0.2044585233 -0.8233958487 -8.333259e-01 -0.0581554988 -0.1717706561
## [940,] -0.6519763216 0.4826134629 -3.439379e-01 -0.0101265993 -0.1309236551
## [941,] -0.1468147591 0.1231811650 -1.661304e-01 -0.5644800809 0.1677108485
## [942,] -0.4365114293 0.0383159410 6.427307e-01 -0.6387170319 -0.9757372178
## [943,] -1.3738698851 0.1922141379 -3.978699e-01 0.5110469798 0.4234404518
## [944,] -0.4241648709 0.2552372485 7.476570e-01 -0.0926986431 -0.2002756877
## [945,] -0.1677281521 0.2978029688 3.732031e-01 0.1725441513 -0.2603234501
## [946,] 0.5219816792 -0.4505630081 1.150518e+00 0.4892993141 1.5623419872
## [947,] -0.3477786333 -0.3864854207 -1.583867e-01 0.2749280506 -0.2392129791
## [948,] -0.1385672453 -0.5041967995 -5.751100e-01 0.7116272384 -0.1116142460
## [949,] -0.2518526872 -0.2994026559 -4.040731e-01 0.1863570470 -0.3845183336
## [950,] 0.6888800179 0.2893820091 1.852973e-01 -0.6407078307 -1.2475591018
## [951,] 0.3442616784 -0.0995469534 2.941064e-01 -0.1068517688 0.1005214297
## [952,] 0.1295187731 0.0751049437 -5.686212e-01 0.1135016808 -1.2496751968
## [953,] 0.1047821499 -0.6065294388 5.929382e-01 -0.0146002810 0.0179585302
## [954,] -0.5336678221 -0.2563759873 3.622475e-01 -0.7558942876 0.3757516103
## [955,] 0.9218557282 1.8821192636 9.654853e-01 -0.1534162971 -0.5702202500
## [956,] 0.4652309595 0.0740349524 -3.306510e-01 0.3445467013 0.9614107615
## [957,] -0.4632151651 -2.2492295488 -1.082559e+00 0.4493237143 1.6632057166
## [958,] -1.2930172309 0.5187714203 -9.443211e-01 -0.0122444157 -0.5764274779
## [959,] -0.0221189904 -0.6764222651 -2.458066e-01 0.3401977366 -0.1479866352
## [960,] -0.0769301446 -0.2861245050 2.817407e-01 -0.4014849831 0.0576617181
## [961,] 0.5618971944 -0.4358012534 2.000809e-01 0.8060494160 0.0016039518
## [962,] -0.3933328238 1.6379245673 -1.649539e+00 -0.0325227882 0.1703135802
## [963,] 0.0474739340 0.0348506198 6.109575e-01 -0.2011867175 0.6308891610
## [964,] -0.5582023459 -0.1182637372 -4.859923e-01 -1.6259663723 0.0682232364
## [965,] 0.1456429396 -0.3689161691 1.495190e-02 -0.1521461208 -0.5364556335
## [966,] -1.2250213128 0.5624503263 2.889473e-01 -0.1913076753 -0.0428383330
## [967,] 0.1488701437 -0.8742900646 4.261470e-02 -0.7753011989 -0.9278966699
## [968,] -0.5946215958 -0.1694492737 -5.897298e-01 -0.0825493715 -0.5652548669
## [969,] -0.2090032559 0.2567132653 -1.513155e-01 0.2631004607 -0.4933508483
## [970,] 0.7273711451 -0.0413200230 -3.735987e-02 -0.9879788585 -0.2063776107
## [971,] 0.0655001946 -0.0830183977 1.960891e-02 0.1888728150 0.4137636460
## [972,] -0.0301560636 0.0608144300 2.228087e-02 -0.2785941114 0.4446795319
## [973,] -0.2361583545 0.6805118738 -2.480036e-01 -0.2839122225 -0.2193761970
## [974,] -0.2581063414 -0.1103786470 -4.990895e-01 0.0129534446 0.5196818468
## [975,] -0.0366070737 -0.1273194696 4.016041e-01 -0.1516833970 -0.7751853483
## [976,] -0.7894451098 -0.7942532707 6.886966e-01 0.4838007098 0.9998811096
## [977,] 0.1095943738 0.2826052195 3.988159e-01 -0.0317178081 0.4680672924
## [978,] 0.4954373449 -0.0091246444 1.271792e+00 -0.8489185416 1.0222627075
## [979,] 0.0229032797 -0.3247511169 2.834770e-02 -0.3681000511 -0.4981102469
## [980,] -1.1574269652 -0.1486872280 3.509633e-02 0.4304808912 0.2881481836
## [981,] -0.2322600976 -0.0707860899 4.990112e-01 -0.3467184421 -0.3415983038
## [982,] 0.0320162404 -0.3191306868 9.989757e-03 -0.6268228152 0.9933051233
## [983,] 0.1810955016 -0.2924147089 3.522762e-01 0.2346101276 1.1100901015
## [984,] 0.7024509933 0.5006091177 1.179457e+00 -0.3351311821 0.1473504129
## [985,] -0.3124896620 -0.1024937335 6.879040e-01 0.1956416022 -0.6722910195
## [986,] 0.6066883802 -0.1007241189 4.501009e-01 -0.2839555370 0.1209005582
## [987,] -1.0325703731 0.5790129647 3.753921e-01 0.0943861211 0.3049893042
## [988,] 0.3091731751 0.4019568299 2.431103e-01 0.0027569823 0.1601740550
## [989,] 0.0134142706 -0.0857823050 -2.884540e-01 0.1014753423 -0.1665562754
## [990,] 1.4636800008 0.0516910100 2.675688e-02 0.1226078735 -0.2269653616
## [991,] -0.5544640616 -0.4694343977 -7.550103e-01 -0.3716591169 0.8684283064
## [992,] 0.0949825667 0.4501543328 -4.327850e-01 0.2084827329 -0.4148257040
## [993,] 0.2666552073 0.3588942762 -3.842137e-01 0.1087669729 0.1883360495
## [994,] -0.9918881257 -0.1257810901 1.661915e-01 0.1300991915 1.0267521080
## [995,] 0.5525481869 0.3757254167 1.327028e-01 -0.0595180254 -0.6111845555
## [996,] -0.5267350332 0.2289575460 4.099338e-01 0.0166150865 -0.1709302967
## [997,] -0.4477154835 0.1241367428 5.334582e-01 -0.2518210985 -0.3274907057
## [998,] 0.6831152015 0.1505630359 -7.550394e-01 0.2846954257 0.1654809519
## [999,] -0.9428921440 -0.1212162636 -6.231488e-02 0.4002694681 0.0459504509
## [1000,] 0.1149746384 0.0839020071 -1.347378e-01 -0.1865951168 0.2492799063
## [1001,] -0.9274222865 0.1841021719 1.407356e+00 0.6388947369 0.2007153602
## [1002,] -0.3734106784 -0.0750703618 -2.645122e-02 -0.2455397028 -0.4745880620
## [1003,] -0.0633736059 0.1368000378 -7.055911e-02 0.0592251442 0.0123116909
## [1004,] -0.1302934371 0.0327325996 3.599489e-01 0.3342732369 -0.5000072782
## [1005,] -0.1086704476 0.4453062850 5.601876e-01 0.6484541724 0.0549202094
## [1006,] -0.1482764003 -0.5477592994 -1.689138e-01 -0.1233164366 0.0468491703
## [1007,] -0.2378132913 0.9779428428 -1.875039e-01 0.1943958294 0.3878214474
## [1008,] -0.7941196673 0.7930254340 1.318159e+00 0.8095605305 -1.1414905748
## [1009,] 0.3072081732 0.5364453275 -7.371818e-01 -0.2214575835 0.2318162772
## [1010,] 0.1288126413 0.0424730473 6.223016e-01 0.3131578361 0.3192545047
## [1011,] 0.0702054546 -0.5053823206 4.077017e-01 -0.6020212671 -0.8200010232
## [1012,] 0.2093465955 0.2801792780 3.332887e-01 -0.0153423284 0.3431881194
## [1013,] 0.0732186675 -0.1169521313 -2.559304e-02 0.0041157701 0.0024334710
## [1014,] 0.0113548023 0.0439573754 -6.301000e-02 0.0564182209 0.0410006281
## [1015,] 0.1988068489 -0.2938756738 -6.373402e-01 0.3999159176 -0.1328608763
## [1016,] -0.0568693377 0.1010207919 -4.957715e-01 -0.0710049014 0.2809555673
## [1017,] 0.4040523363 -0.4598759408 -3.591273e-01 0.1094626496 -0.3341054789
## [1018,] -0.2939754435 0.0643781764 -1.835366e-01 -0.5021492963 -0.0268323140
## [1019,] 0.8112379376 0.0879418781 2.121331e-01 -0.7118781354 0.1052843834
## [1020,] -0.5311348144 0.4441610257 2.155478e-02 0.3478061115 -1.3317735775
## [1021,] -0.1264427405 0.6499348449 -8.624018e-01 0.0896991684 0.6008308105
## [1022,] 0.3585398786 0.5235720910 1.437742e-01 -0.2521423223 0.0515913496
## [1023,] 0.4147255451 -0.5642277499 9.085732e-01 0.2115923345 -0.1935389746
## [1024,] 0.1707077104 0.1090811850 5.825680e-01 0.0834403190 0.1396632955
## [1025,] 0.3519423936 1.0587855563 4.084845e-01 -1.0031283089 -0.7053617191
## [1026,] 0.2457742265 -0.2589392109 1.012055e+00 0.3878042667 1.1222330999
## [1027,] -0.6383679909 -0.2684889313 -2.200323e-01 0.3479452104 -0.2173666091
## [1028,] -0.2634914551 0.3746457665 -3.325144e-01 -0.4281781702 -0.1986272601
## [1029,] 0.3217293565 0.1798910552 -6.876351e-02 -0.3599395133 0.0129316145
## [1030,] 0.5162953089 -0.0257435757 -1.697893e-01 0.6265718289 0.4427385381
## [1031,] 0.7728536432 0.2945395236 2.522902e-01 0.0363157601 -0.1788267144
## [1032,] -0.5353897857 0.0381587298 3.622942e-01 0.0708878289 -0.8827760711
## [1033,] 0.8118595730 -0.2525512344 2.740246e-01 0.6087209503 0.5636408790
## [1034,] -1.7145196611 -0.1392724630 -2.919719e-01 0.0909587275 -0.5114319434
## [1035,] 0.1829251400 -1.0698003513 1.456564e-01 -0.3257487904 0.3538597222
## [1036,] 0.4391527348 -0.1318196879 7.860772e-01 -0.2417331320 0.6491027371
## [1037,] -0.7388651978 0.1303401115 -3.332889e-01 -0.1166915479 0.0214205773
## [1038,] 0.1232654826 0.0991058329 1.918505e-01 0.3043972033 -0.0293554622
## [1039,] -0.7774851088 -0.5817402738 1.370410e-02 0.5483867575 -0.4762107788
## [1040,] 0.2697434061 0.7143043106 -5.817166e-01 -0.0354027102 -0.0945924814
## [1041,] 1.1513659980 0.2953836755 1.075237e+00 -0.7223711158 0.9284603063
## [1042,] -0.6236323309 0.5096775928 9.394636e-01 -0.1006017257 0.0528832773
## [1043,] -0.4390335063 -0.9469711498 -4.934566e-02 0.0780275633 0.5914016372
## [1044,] 0.0418570298 0.2831666280 -5.027668e-01 -0.7029024621 -0.6139485920
## [1045,] 0.6929437315 0.2397912859 -1.934653e-01 0.0472212794 -0.2528845309
## [1046,] 0.5288239523 -0.3231795195 1.284572e-01 0.7455344234 0.1530147625
## [1047,] -0.6224140620 -0.0818018113 1.756640e-01 0.3387568240 0.1584046254
## [1048,] -0.3122046834 0.0035908602 4.883866e-01 -0.2163855445 -0.4381290220
## [1049,] -0.4922902251 0.3592860863 -3.873841e-01 0.2126086413 -0.5353115850
## [1050,] 0.4025416443 0.0857660805 3.359841e-01 -0.1222786445 -0.2725890500
## [1051,] -0.8401231993 -0.7665770098 1.279038e-01 -0.5271930989 -0.1344479630
## [1052,] 1.1599716688 -0.0493354094 8.492464e-02 -0.0512108089 -0.3671824210
## [1053,] -0.7297482234 1.1485550614 -2.348744e-01 -0.3198807483 0.3156024493
## [1054,] -0.6607549209 -0.2872137797 -5.826811e-01 0.4731769168 0.3101188549
## [1055,] 0.9171414908 0.8709153395 2.282389e-01 0.4501678667 -0.5710740273
## [1056,] -0.0846278837 0.3519112199 1.467131e-01 -0.1980876244 0.5787198189
## [1057,] 0.5255386052 -0.5178419041 -7.058437e-01 0.4672326466 0.2782532781
## [1058,] 0.4187476174 -0.2290661713 -4.974398e-01 0.1194354651 -0.6215575731
## [1059,] 0.0113548023 0.0439573754 -6.301000e-02 0.0564182209 0.0410006281
## [1060,] 0.3716109892 0.1747429685 -2.279834e-01 -0.8305445879 0.1938034485
## [1061,] 0.1549419929 0.4004568653 -1.270694e-01 -0.2321380492 0.0744222542
## [1062,] -0.4130694630 0.0790397798 4.537939e-02 0.4234342145 -0.2932940393
## [1063,] -1.6721368118 0.1371927105 7.356715e-01 1.8640976467 -0.1699893573
## [1064,] 0.2848699005 -0.2783312616 -9.694333e-02 -0.1219814323 -0.0689342606
## [1065,] 0.1671667329 0.6104704867 -1.995060e-02 -0.2596885100 -0.1422255782
## [1066,] 0.0172316614 0.0283507549 -2.379441e-02 0.0891660507 -0.1252634593
## [1067,] -0.2596241653 -0.1447557284 -1.338638e-01 -0.6325125436 -0.1036964494
## [1068,] 0.6112635091 0.1947092439 4.224671e-01 -0.2155534496 0.1788764447
## [1069,] 0.3948895926 1.1021186307 6.179922e-01 -0.6788418671 0.4839954319
## [1070,] 0.0751171377 0.3422720992 3.107369e-01 -0.1073088308 -0.0960635819
## [1071,] -0.4017596744 0.7787499080 9.890420e-01 0.3285984896 0.2357965621
## [1072,] 0.0994146828 0.2010816851 -3.167489e-01 -0.1437766914 -0.4456497676
## [1073,] -0.1190365455 -0.4990945986 1.312193e-01 0.2597679197 -0.0783711966
## [1074,] 0.1446447890 -0.0744475304 -3.826974e-02 0.1580766246 -0.3440464868
## [1075,] 0.0166404431 0.3270846910 -2.453653e-03 0.0578193876 0.3469229699
## [1076,] -0.0633736059 0.1368000378 -7.055911e-02 0.0592251442 0.0123116909
## [1077,] 0.6389402850 -0.8080610805 -5.266214e-01 -0.6360514213 -0.6843091142
## [1078,] -0.2205607308 0.2265333263 2.596164e-01 0.7246976060 0.4404834279
## [1079,] 0.0816611867 -0.5136141157 -2.205006e-01 -0.0430398522 0.3099210985
## [1080,] -0.7089546512 0.2202928607 7.411612e-01 0.4584387039 -1.0165475049
## [1081,] -0.1228762711 -0.6933990639 -5.966222e-01 0.6767460895 0.4817785827
## [1082,] 0.3004203865 0.1717040280 2.861313e-01 0.7598430954 -0.1808995947
## [1083,] 0.5269973986 -0.2138409195 -7.835535e-01 -0.2628907428 0.1609901350
## [1084,] 0.4530176870 0.2713466044 5.161047e-01 -0.1137420237 0.2657729492
## [1085,] -0.1102547440 -0.1765738013 -2.007422e-02 -0.7195329765 -0.5238796223
## [1086,] 0.1460068972 -0.1563332158 8.846766e-02 -0.0801541342 0.0424964733
## [1087,] -0.1170287793 -0.1461986385 6.119254e-02 -0.0051183808 -0.0800067125
## [1088,] -0.2802069536 -0.1305980952 2.257659e-02 -0.1904741097 0.2513126448
## [1089,] -0.0920422097 0.9676251611 -1.413478e+00 0.6889783815 -0.0893605084
## [1090,] 0.1007069163 -0.6359821195 -9.830125e-01 -0.2739855717 -0.1760039961
## Comp.21 Comp.22
## [1,] -2.569301e-01 0.805564405
## [2,] -3.169255e-01 0.572166131
## [3,] -2.018197e-01 -0.958224351
## [4,] -3.913978e-01 0.598982207
## [5,] 4.015717e-01 -0.108909808
## [6,] 1.477675e-01 0.229033465
## [7,] -7.608218e-01 0.436601410
## [8,] 1.090017e-01 -0.791229704
## [9,] -4.251858e-01 0.189707593
## [10,] 5.684908e-01 -0.207077514
## [11,] -5.953204e-01 -0.096155535
## [12,] 7.450534e-01 -0.232335913
## [13,] 4.188434e-01 -0.245640671
## [14,] -9.273228e-01 -0.521127497
## [15,] 7.707272e-02 0.077668117
## [16,] -2.731562e-01 -0.106373653
## [17,] 2.022839e-02 -0.247398940
## [18,] -4.696304e-02 -0.462555940
## [19,] 7.699877e-01 0.213682055
## [20,] 1.034312e+00 0.683796653
## [21,] -5.482564e-01 -0.412463729
## [22,] -6.012782e-01 -0.184533076
## [23,] -3.456369e-02 -0.434779848
## [24,] -7.454018e-01 -0.310731543
## [25,] -1.047027e-01 -0.008133210
## [26,] 1.428361e-01 0.150845109
## [27,] 2.598306e-02 0.134961271
## [28,] 4.297685e-02 0.225090332
## [29,] 1.744512e-01 -0.002082466
## [30,] -3.393679e-01 -0.052032588
## [31,] 2.606589e-01 -0.350692845
## [32,] -2.063085e-01 0.041061261
## [33,] 5.102749e-01 -0.592639775
## [34,] -1.089505e-01 -0.140972977
## [35,] -9.590356e-01 0.902465676
## [36,] 5.452409e-01 -0.179376945
## [37,] 1.739949e-02 0.040588037
## [38,] -1.107638e+00 -0.373521572
## [39,] 7.677356e-02 0.442705747
## [40,] -5.850498e-02 0.768709084
## [41,] -3.369517e-02 0.008593209
## [42,] 7.514070e-02 0.420717694
## [43,] -3.428220e-02 0.051911509
## [44,] -1.353019e-01 0.012445110
## [45,] 7.053918e-01 0.613345352
## [46,] -2.786799e-02 -0.188154559
## [47,] 3.122199e-01 -0.964079114
## [48,] -3.372278e-01 -0.508499682
## [49,] -5.034698e-01 -0.233767020
## [50,] -2.609218e-01 0.779949175
## [51,] -3.561399e-01 0.042166719
## [52,] 1.795411e-01 -0.156998941
## [53,] 1.141394e+00 -0.532507624
## [54,] -4.939803e-02 -0.461706309
## [55,] 2.696473e-01 -0.335559584
## [56,] -3.569805e-01 -0.428279153
## [57,] 3.207000e-02 0.178451656
## [58,] 4.379556e-01 0.082280306
## [59,] 8.381715e-02 0.511587608
## [60,] 1.454251e+00 -1.297937648
## [61,] -2.574695e-02 -0.209517314
## [62,] 1.560367e-01 -0.521789995
## [63,] -9.617800e-02 -0.538837793
## [64,] -2.979100e-01 0.449638143
## [65,] 1.561093e-01 -0.866012205
## [66,] 1.851636e-01 -0.093251205
## [67,] -4.750536e-05 -1.072398565
## [68,] 4.155938e-01 -0.521584598
## [69,] 1.045608e+00 0.013859962
## [70,] 4.223602e-02 0.020596690
## [71,] -2.355407e-01 0.051208259
## [72,] 6.885766e-01 0.286266168
## [73,] 5.126588e-01 -0.736705224
## [74,] 2.389217e-01 0.210193961
## [75,] -5.849860e-01 -0.489915671
## [76,] -3.713912e-01 0.370108931
## [77,] -4.787491e-01 0.174791376
## [78,] -3.673117e-01 0.287155823
## [79,] 1.371794e-01 -0.126736419
## [80,] 3.740030e-01 0.886911333
## [81,] 7.430940e-01 -0.322064586
## [82,] -1.134721e-01 -0.303481726
## [83,] -2.419435e-01 -0.240867499
## [84,] 4.197908e-01 -0.437575709
## [85,] 2.415343e-01 -0.353298740
## [86,] 6.899672e-02 -0.310520599
## [87,] 1.032031e-01 -0.036468062
## [88,] 5.339984e-01 -0.455669020
## [89,] 1.726040e-01 0.209042117
## [90,] -2.802883e-01 -0.215691529
## [91,] -3.086331e-01 -0.163841226
## [92,] -2.989036e-01 0.469981790
## [93,] 9.305614e-03 -0.260938628
## [94,] -5.327241e-01 0.135365058
## [95,] -2.626984e-01 0.450028982
## [96,] -5.912256e-02 -0.773203662
## [97,] 1.991074e-01 0.206105842
## [98,] 1.236528e+00 0.202503496
## [99,] 4.610049e-02 0.292553214
## [100,] 7.817662e-02 0.359089001
## [101,] -1.138473e-01 -0.085266775
## [102,] -3.007963e-01 -0.091817543
## [103,] 5.319317e-01 -0.141855937
## [104,] 6.472691e-02 0.439902928
## [105,] 6.273917e-01 0.199085963
## [106,] -6.911873e-02 -0.321627718
## [107,] 1.211422e-01 -0.053901023
## [108,] -3.144642e-01 0.309999207
## [109,] -5.111316e-01 0.783561108
## [110,] 3.456928e-01 0.072405692
## [111,] -5.662066e-01 -0.089642304
## [112,] 1.386231e-01 -0.096213230
## [113,] -1.418362e-01 0.521015929
## [114,] 8.018525e-02 -0.436724691
## [115,] 9.580428e-02 -0.246334421
## [116,] -4.288029e-01 -0.167455592
## [117,] -2.658475e-01 -0.227767090
## [118,] 2.799685e-01 -0.327288643
## [119,] 5.328067e-01 0.678079651
## [120,] 1.417687e-01 0.058038500
## [121,] 1.835431e-01 0.462916994
## [122,] -3.088630e-01 0.261258423
## [123,] -4.616903e-01 -0.031760168
## [124,] 1.423727e+00 -0.409328504
## [125,] 7.675202e-02 0.569462551
## [126,] -3.995384e-01 -0.095376298
## [127,] -2.130303e-01 1.276443071
## [128,] 1.375220e-01 0.176673756
## [129,] -1.618734e-01 -0.791216665
## [130,] 2.546743e-01 0.169869830
## [131,] 1.801232e-01 0.448762491
## [132,] 4.169050e-01 -0.369769008
## [133,] 6.229093e-01 -0.250792610
## [134,] -2.046108e-01 0.010050870
## [135,] -6.942371e-02 0.185745887
## [136,] -1.812710e-01 -0.200775589
## [137,] -8.881962e-01 -0.410909805
## [138,] -4.612145e-01 0.418556407
## [139,] 3.691197e-01 0.159319723
## [140,] 5.123991e-01 0.485408976
## [141,] -5.658502e-02 -0.007562660
## [142,] -1.714168e-01 -0.029086430
## [143,] -5.178036e-01 0.092077219
## [144,] 6.674282e-02 -0.368370637
## [145,] -5.631142e-01 -1.082559618
## [146,] -1.950975e-01 -0.020192801
## [147,] 3.518246e-01 0.370069874
## [148,] 3.559924e-02 0.307510672
## [149,] 3.553403e-01 0.200411753
## [150,] 1.241928e-01 0.091077607
## [151,] 5.820810e-02 0.594884698
## [152,] 3.004933e-02 0.470523539
## [153,] -2.077393e-01 0.665892863
## [154,] -6.847500e-01 -0.123227839
## [155,] -1.527891e-01 0.215818820
## [156,] -1.839915e-01 0.209536989
## [157,] 2.642515e-01 0.022149170
## [158,] -7.573956e-02 0.007661186
## [159,] 1.407206e-01 -0.143165010
## [160,] -3.694395e-01 0.277351385
## [161,] -3.579159e-01 0.246668161
## [162,] -1.455442e-01 -0.006479959
## [163,] 1.305596e-01 0.208110095
## [164,] 1.012389e+00 0.567097218
## [165,] 6.920298e-01 0.186329590
## [166,] -1.255176e-01 0.112375117
## [167,] 6.269195e-02 -0.108216710
## [168,] -1.299463e-02 -0.359336425
## [169,] 2.950831e-01 0.102276069
## [170,] 1.728167e-01 0.679843525
## [171,] 9.749618e-02 0.158027168
## [172,] 3.865053e-01 -0.381034587
## [173,] 6.717981e-01 0.542421667
## [174,] 1.313441e-01 0.981734133
## [175,] 5.179666e-02 0.202548617
## [176,] 2.396728e-01 -0.014943666
## [177,] 3.310797e-01 0.773433403
## [178,] 1.938801e-01 -0.351044813
## [179,] 3.302960e-01 -0.654927332
## [180,] 7.343316e-01 -0.118091952
## [181,] -2.565362e-01 -0.407123154
## [182,] 2.948102e-02 -0.256850873
## [183,] -4.781032e-01 -0.317693261
## [184,] 2.459239e-01 0.257080599
## [185,] -4.742699e-01 -0.101772528
## [186,] -2.471741e-01 0.088029437
## [187,] 3.441905e-01 -0.654036493
## [188,] 1.382581e-02 -0.200109703
## [189,] -4.257402e-01 0.059749619
## [190,] 9.864349e-02 -0.008870756
## [191,] -6.024975e-01 -0.129449214
## [192,] 3.900936e-01 0.244861394
## [193,] -1.002660e-01 -0.111261931
## [194,] 1.577110e-01 -0.283931859
## [195,] -7.034084e-01 -0.732646468
## [196,] 1.356620e-01 0.098800928
## [197,] -6.197472e-01 0.455574464
## [198,] 2.618783e-01 -0.599160566
## [199,] -5.367336e-02 -0.022617743
## [200,] 4.355713e-01 0.329107613
## [201,] -5.318293e-01 -0.119111379
## [202,] 2.638614e-01 -0.361515873
## [203,] -5.149007e-02 0.030988138
## [204,] 8.864890e-02 -0.152164097
## [205,] 3.905720e-01 -0.174398364
## [206,] -1.664187e-01 -0.339353861
## [207,] -7.435799e-01 -0.146965304
## [208,] 2.035557e-01 -0.089267756
## [209,] -2.865868e-01 0.408400486
## [210,] -2.955053e-01 -0.870783461
## [211,] 2.385998e-01 0.142046572
## [212,] 5.359694e-01 -0.419029317
## [213,] 3.445177e-01 0.136341142
## [214,] 1.981821e-01 0.213311652
## [215,] 7.103420e-02 0.015399945
## [216,] 1.065743e-01 -0.162608169
## [217,] -2.382401e-01 -0.825032935
## [218,] 5.949498e-01 0.268749433
## [219,] -2.895834e-01 0.186872656
## [220,] 3.382659e-01 0.776454528
## [221,] -7.279420e-02 0.357173612
## [222,] 1.201308e-01 -0.241808918
## [223,] 6.274578e-01 0.584859317
## [224,] -8.909689e-01 1.050449907
## [225,] -3.722479e-01 0.232495341
## [226,] -4.466382e-02 -0.205411440
## [227,] 6.615615e-01 -0.044434648
## [228,] -3.192142e-01 -0.253846610
## [229,] 1.106030e+00 -1.286282522
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## [982,] -3.296824e-02 0.103768374
## [983,] -4.629476e-02 -1.001128232
## [984,] 1.123750e+00 0.163314855
## [985,] 4.085711e-01 -0.526119175
## [986,] -1.108452e-01 0.436231064
## [987,] -1.009536e+00 -1.217573073
## [988,] -2.224100e-01 1.025638023
## [989,] 8.459030e-01 -0.250729132
## [990,] 1.713404e-01 -0.037176754
## [991,] -4.410193e-01 0.177407669
## [992,] -2.008457e-01 -0.949391668
## [993,] -2.187604e-02 0.101844064
## [994,] -6.377338e-01 -0.577120735
## [995,] -9.471441e-02 -0.135070640
## [996,] 9.594607e-02 0.092124938
## [997,] 1.291715e-01 0.017671493
## [998,] 1.340156e+00 1.334320137
## [999,] 5.762453e-01 0.523756260
## [1000,] 1.997930e-01 -0.167299332
## [1001,] -1.301163e+00 -0.515596663
## [1002,] -1.006435e-01 0.163753430
## [1003,] -9.294742e-02 -0.013262184
## [1004,] 5.797169e-01 -0.454968797
## [1005,] -1.411886e-01 -0.122201116
## [1006,] 1.980209e-02 -0.514427147
## [1007,] 5.757200e-02 -0.566741456
## [1008,] -5.205434e-01 0.283942333
## [1009,] -2.346962e-02 0.274913753
## [1010,] 1.780743e-01 -0.224415723
## [1011,] 9.686378e-02 -0.296881466
## [1012,] 7.531561e-01 0.461512517
## [1013,] -2.508604e-01 -0.589076099
## [1014,] 1.916264e-04 0.019664667
## [1015,] -5.469255e-01 -0.119466799
## [1016,] 2.537713e-01 -0.399686365
## [1017,] -3.641771e-01 -0.418327827
## [1018,] -1.882334e-01 -0.169339250
## [1019,] 1.612626e-01 0.073105167
## [1020,] 7.617050e-01 -0.310903251
## [1021,] -5.392490e-02 0.357386623
## [1022,] 2.400677e-01 0.215391888
## [1023,] -3.077490e-01 0.202341147
## [1024,] 1.806675e-01 -0.095281207
## [1025,] 7.143845e-01 -0.226699725
## [1026,] -3.518861e-01 0.888301552
## [1027,] -3.848735e-02 0.258728818
## [1028,] 1.199339e+00 -0.361602889
## [1029,] 2.439515e-02 -0.067467243
## [1030,] -2.490517e-01 -0.211114672
## [1031,] -1.117811e-01 0.395530011
## [1032,] 3.846680e-01 -0.304164382
## [1033,] 1.245082e+00 0.273218211
## [1034,] -8.170534e-01 0.676138421
## [1035,] -1.485208e-01 -0.131481157
## [1036,] -3.291993e-01 0.992866444
## [1037,] -5.170460e-01 0.062228727
## [1038,] -2.397793e-02 0.043299590
## [1039,] -4.519520e-02 0.533534035
## [1040,] 4.388483e-01 -0.630355279
## [1041,] -4.531013e-01 0.805455861
## [1042,] 3.085540e-01 0.494781052
## [1043,] -1.706231e-02 -0.709119510
## [1044,] 1.029324e-01 0.518801691
## [1045,] 4.795282e-02 -0.213645857
## [1046,] -5.526827e-01 0.476466046
## [1047,] 7.898547e-02 -0.188419721
## [1048,] 1.002094e+00 0.826186643
## [1049,] 1.409902e-01 -0.125201890
## [1050,] 1.616174e-01 0.255991846
## [1051,] 3.195435e-01 0.052294247
## [1052,] -1.419851e-01 -0.463113132
## [1053,] -3.782960e-01 0.637666383
## [1054,] 9.225681e-01 0.642392056
## [1055,] -9.565988e-01 0.097986934
## [1056,] -6.149384e-01 0.203404071
## [1057,] 6.485424e-01 0.284475823
## [1058,] 7.921965e-01 -0.101739647
## [1059,] 1.916264e-04 0.019664667
## [1060,] 2.519766e-01 -0.249919822
## [1061,] -9.234541e-02 -0.125832425
## [1062,] -2.631143e-01 0.245427642
## [1063,] 1.434836e+00 0.857017843
## [1064,] -6.649960e-02 -0.710774731
## [1065,] -1.441306e+00 0.595940941
## [1066,] 7.192517e-02 0.011794200
## [1067,] -1.724788e-01 -0.070050928
## [1068,] -6.766616e-01 0.199632290
## [1069,] 4.699894e-01 0.406497624
## [1070,] 1.181925e+00 -0.390566199
## [1071,] -5.583334e-01 -0.499705205
## [1072,] 6.890598e-01 0.787544543
## [1073,] -1.334868e-01 -0.463570355
## [1074,] -1.080603e-01 0.221540470
## [1075,] 3.442078e-02 -0.055895794
## [1076,] -9.294742e-02 -0.013262184
## [1077,] 6.792239e-01 -0.157991381
## [1078,] -4.453520e-01 -0.269730284
## [1079,] -5.451065e-02 -0.587807872
## [1080,] -2.621262e-01 -0.791181561
## [1081,] -4.538137e-01 0.202467095
## [1082,] 9.017775e-01 -0.219382703
## [1083,] 2.527259e-01 -0.449314965
## [1084,] -8.032661e-01 0.289533685
## [1085,] 1.534293e-01 0.101784239
## [1086,] 7.607889e-02 -0.015103607
## [1087,] -9.353446e-02 0.030056116
## [1088,] 3.936582e-02 -0.091858844
## [1089,] 1.723732e-01 -1.194114832
## [1090,] 1.182112e-01 1.008830651biplot(fit)
# Varimax Rotated Principal Components
# retaining 5 components
fit <- principal(TL_data_clean, nfactors=4, rotate="varimax")
fit # print results## Principal Components Analysis
## Call: principal(r = TL_data_clean, nfactors = 4, rotate = "varimax")
## Standardized loadings (pattern matrix) based upon correlation matrix
## RC1 RC4 RC2 RC3 h2 u2 com
## tsl1 0.72 0.17 0.38 0.17 0.72 0.28 1.8
## tsl2 0.67 0.15 0.39 0.16 0.65 0.35 1.9
## tsl3 0.53 0.11 0.60 0.14 0.68 0.32 2.2
## tsl4 0.65 0.42 0.28 0.17 0.70 0.30 2.3
## tsl5 0.64 0.46 0.19 0.21 0.70 0.30 2.3
## tsl6 0.63 0.26 0.28 0.20 0.58 0.42 2.0
## tsl7 0.72 0.27 0.32 0.22 0.74 0.26 1.9
## tsl8 0.77 0.24 0.11 0.26 0.73 0.27 1.5
## tsl9 0.70 0.25 0.20 0.34 0.71 0.29 1.9
## tsl10 0.63 0.32 0.17 0.34 0.65 0.35 2.3
## tsl11 0.54 0.12 0.50 0.34 0.67 0.33 2.8
## tsl12 0.53 0.35 0.16 0.50 0.68 0.32 2.9
## tsl13 0.24 0.24 0.24 0.82 0.85 0.15 1.6
## tsl14 0.34 0.20 0.26 0.78 0.84 0.16 1.8
## tsl15 0.56 0.37 0.25 0.34 0.63 0.37 2.9
## tsl16 0.19 0.75 0.31 0.17 0.73 0.27 1.6
## tsl17 0.38 0.73 0.25 0.21 0.79 0.21 2.0
## tsl18 0.60 0.50 0.21 0.22 0.71 0.29 2.5
## tsl19 0.47 0.55 0.08 0.29 0.61 0.39 2.6
## tsl20 0.18 0.23 0.81 0.18 0.78 0.22 1.4
## tsl21 0.29 0.41 0.65 0.26 0.73 0.27 2.5
## tsl22 0.29 0.38 0.49 0.34 0.59 0.41 3.4
##
## RC1 RC4 RC2 RC3
## SS loadings 6.50 3.20 3.05 2.72
## Proportion Var 0.30 0.15 0.14 0.12
## Cumulative Var 0.30 0.44 0.58 0.70
## Proportion Explained 0.42 0.21 0.20 0.18
## Cumulative Proportion 0.42 0.63 0.82 1.00
##
## Mean item complexity = 2.2
## Test of the hypothesis that 4 components are sufficient.
##
## The root mean square of the residuals (RMSR) is 0.04
## with the empirical chi square 704.12 with prob < 6.3e-73
##
## Fit based upon off diagonal values = 1summary(fit) # print variance accounted for##
## Factor analysis with Call: principal(r = TL_data_clean, nfactors = 4, rotate = "varimax")
##
## Test of the hypothesis that 4 factors are sufficient.
## The degrees of freedom for the model is 149 and the objective function was 1.44
## The number of observations was 1090 with Chi Square = 1547.47 with prob < 5.5e-231
##
## The root mean square of the residuals (RMSA) is 0.04# the principal components
biplot(fit)
One-level CFA
Now, Let’s do a CFA to confirm the factor.
# Load the R packages that needed for the analysis
library(foreign)
library(lavaan)## This is lavaan 0.6-7## lavaan is BETA software! Please report any bugs.##
## Attaching package: 'lavaan'## The following object is masked from 'package:psych':
##
## cor2cov# Establish our model
model <-'TL=~Direction+Developing+Organization+Tutor
Direction=~tsl1+tsl2+tsl3+tsl4
Developing=~tsl5+tsl6+tsl7+tsl8+tsl9+tsl10
Organization=~tsl11+tsl12+tsl13+tsl14+tsl15+tsl16
Tutor=~tsl17+tsl18+tsl19+tsl20+tsl21+tsl22'
# Factor 1 = Setting Direction
# Factor 2 = Developping people
# Factor 3 = Redesigning Organization
# Factor 4 = Improving Instructional Program
str(TL_data_clean)## tibble [1,090 × 22] (S3: tbl_df/tbl/data.frame)
## $ tsl1 : num [1:1090] 5 4 2 4 4 5 5 5 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole give staff a sense of overa"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl2 : num [1:1090] 5 5 3 3 4 5 5 5 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole help clarify the reasons fo"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl3 : num [1:1090] 5 5 3 5 5 5 4 5 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole demonstrate high expectatio"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl4 : num [1:1090] 5 5 4 4 4 5 5 5 4 3 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole provide useful assistance t"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl5 : num [1:1090] 5 5 3 4 5 5 4 5 3 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole give you individual support"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl6 : num [1:1090] 5 5 2 4 5 5 5 4 3 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole encourage you to consider n"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl7 : num [1:1090] 5 4 3 4 4 5 5 5 3 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole model a high level of profe"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl8 : num [1:1090] 5 5 2 4 4 5 5 4 3 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole develop an atmosphere of ca"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl9 : num [1:1090] 5 5 3 4 3 5 5 5 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole promote leadership developm"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 6
## $ tsl10: num [1:1090] 5 4 3 4 4 5 5 5 4 3 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole identify staff development"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl11: num [1:1090] 4 4 2 4 4 5 5 5 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole encourage collaborative wor"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl12: num [1:1090] 5 4 1 4 3 5 5 4 4 3 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole ensure carefully coordinate"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl13: num [1:1090] 4 4 3 3 3 5 4 3 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole engage parents in the schoo"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl14: num [1:1090] 5 5 2 4 3 5 5 3 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole build community support for"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl15: num [1:1090] 5 5 3 4 4 5 4 3 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole provide resources to help t"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl16: num [1:1090] 3 5 4 4 4 4 4 4 5 5 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole regularly observe classroom"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl17: num [1:1090] 4 5 3 4 4 5 5 3 4 3 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole work effectively with teach"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl18: num [1:1090] 4 5 3 4 4 5 5 5 3 3 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole create relationships with t"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl19: num [1:1090] 4 4 3 4 4 3 4 2 4 3 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole buffer teachers from distra"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl20: num [1:1090] 4 4 4 4 4 5 5 5 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole encourage teachers to use d"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl21: num [1:1090] 4 4 3 4 4 5 5 5 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole help improve instructional"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## $ tsl22: num [1:1090] 4 5 2 4 3 5 5 3 4 4 ...
## ..- attr(*, "label")= chr "Those providing leadership for our school as a whole ensure creative use of appr"
## ..- attr(*, "format.spss")= chr "F1.0"
## ..- attr(*, "display_width")= int 7
## - attr(*, "na.action")= 'omit' Named int [1:726] 1 2 3 18 19 20 21 22 23 24 ...
## ..- attr(*, "names")= chr [1:726] "1" "2" "3" "18" ...# Fit the CFA model
fit <- cfa(model, data=TL_data_clean)
# Check the model summary
summary(fit,fit.measure=TRUE,standardized=TRUE)## lavaan 0.6-7 ended normally after 43 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of free parameters 48
##
## Number of observations 1090
##
## Model Test User Model:
##
## Test statistic 2048.787
## Degrees of freedom 205
## P-value (Chi-square) 0.000
##
## Model Test Baseline Model:
##
## Test statistic 18690.612
## Degrees of freedom 231
## P-value 0.000
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.900
## Tucker-Lewis Index (TLI) 0.887
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -24897.381
## Loglikelihood unrestricted model (H1) -23872.988
##
## Akaike (AIC) 49890.763
## Bayesian (BIC) 50130.471
## Sample-size adjusted Bayesian (BIC) 49978.013
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.091
## 90 Percent confidence interval - lower 0.087
## 90 Percent confidence interval - upper 0.094
## P-value RMSEA <= 0.05 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.042
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## TL =~
## Direction 1.000 0.957 0.957
## Developing 1.047 0.035 29.554 0.000 0.973 0.973
## Organization 0.808 0.030 26.833 0.000 0.961 0.961
## Tutor 0.954 0.034 27.756 0.000 0.960 0.960
## Direction =~
## tsl1 1.000 0.823 0.830
## tsl2 0.955 0.032 30.261 0.000 0.786 0.785
## tsl3 0.747 0.027 27.456 0.000 0.615 0.733
## tsl4 0.986 0.030 32.634 0.000 0.812 0.826
## Developing =~
## tsl5 1.000 0.848 0.811
## tsl6 0.836 0.030 27.915 0.000 0.708 0.747
## tsl7 0.955 0.029 33.200 0.000 0.810 0.844
## tsl8 1.054 0.034 30.838 0.000 0.893 0.802
## tsl9 0.988 0.031 32.206 0.000 0.837 0.827
## tsl10 0.974 0.032 30.070 0.000 0.826 0.788
## Organization =~
## tsl11 1.000 0.662 0.759
## tsl12 1.242 0.045 27.543 0.000 0.822 0.794
## tsl13 1.023 0.042 24.619 0.000 0.677 0.721
## tsl14 1.066 0.040 26.377 0.000 0.705 0.765
## tsl15 1.135 0.041 27.394 0.000 0.751 0.790
## tsl16 0.963 0.045 21.499 0.000 0.637 0.639
## Tutor =~
## tsl17 1.000 0.783 0.781
## tsl18 1.097 0.037 30.006 0.000 0.859 0.825
## tsl19 0.956 0.038 25.424 0.000 0.749 0.723
## tsl20 0.651 0.030 22.025 0.000 0.510 0.640
## tsl21 0.854 0.032 26.780 0.000 0.669 0.754
## tsl22 0.831 0.033 24.912 0.000 0.650 0.711
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .tsl1 0.307 0.016 19.168 0.000 0.307 0.312
## .tsl2 0.386 0.019 20.381 0.000 0.386 0.384
## .tsl3 0.326 0.015 21.234 0.000 0.326 0.463
## .tsl4 0.308 0.016 19.307 0.000 0.308 0.319
## .tsl5 0.374 0.018 20.867 0.000 0.374 0.342
## .tsl6 0.398 0.018 21.732 0.000 0.398 0.442
## .tsl7 0.264 0.013 20.117 0.000 0.264 0.287
## .tsl8 0.441 0.021 21.015 0.000 0.441 0.356
## .tsl9 0.324 0.016 20.543 0.000 0.324 0.316
## .tsl10 0.415 0.020 21.235 0.000 0.415 0.379
## .tsl11 0.322 0.015 21.067 0.000 0.322 0.424
## .tsl12 0.396 0.019 20.459 0.000 0.396 0.369
## .tsl13 0.424 0.020 21.549 0.000 0.424 0.481
## .tsl14 0.352 0.017 20.977 0.000 0.352 0.415
## .tsl15 0.339 0.017 20.533 0.000 0.339 0.375
## .tsl16 0.588 0.026 22.211 0.000 0.588 0.592
## .tsl17 0.391 0.019 20.665 0.000 0.391 0.390
## .tsl18 0.345 0.018 19.629 0.000 0.345 0.319
## .tsl19 0.513 0.024 21.500 0.000 0.513 0.478
## .tsl20 0.374 0.017 22.185 0.000 0.374 0.590
## .tsl21 0.339 0.016 21.107 0.000 0.339 0.431
## .tsl22 0.415 0.019 21.627 0.000 0.415 0.495
## TL 0.621 0.040 15.657 0.000 1.000 1.000
## .Direction 0.057 0.009 6.411 0.000 0.085 0.085
## .Developing 0.039 0.007 5.452 0.000 0.054 0.054
## .Organization 0.033 0.005 6.158 0.000 0.076 0.076
## .Tutor 0.048 0.008 6.337 0.000 0.079 0.079# Print out the paramarter Estimates
parameterEstimates(fit)## lhs op rhs est se z pvalue ci.lower ci.upper
## 1 TL =~ Direction 1.000 0.000 NA NA 1.000 1.000
## 2 TL =~ Developing 1.047 0.035 29.554 0 0.977 1.116
## 3 TL =~ Organization 0.808 0.030 26.833 0 0.749 0.867
## 4 TL =~ Tutor 0.954 0.034 27.756 0 0.887 1.021
## 5 Direction =~ tsl1 1.000 0.000 NA NA 1.000 1.000
## 6 Direction =~ tsl2 0.955 0.032 30.261 0 0.893 1.016
## 7 Direction =~ tsl3 0.747 0.027 27.456 0 0.693 0.800
## 8 Direction =~ tsl4 0.986 0.030 32.634 0 0.927 1.045
## 9 Developing =~ tsl5 1.000 0.000 NA NA 1.000 1.000
## 10 Developing =~ tsl6 0.836 0.030 27.915 0 0.777 0.894
## 11 Developing =~ tsl7 0.955 0.029 33.200 0 0.899 1.012
## 12 Developing =~ tsl8 1.054 0.034 30.838 0 0.987 1.121
## 13 Developing =~ tsl9 0.988 0.031 32.206 0 0.928 1.048
## 14 Developing =~ tsl10 0.974 0.032 30.070 0 0.910 1.037
## 15 Organization =~ tsl11 1.000 0.000 NA NA 1.000 1.000
## 16 Organization =~ tsl12 1.242 0.045 27.543 0 1.154 1.330
## 17 Organization =~ tsl13 1.023 0.042 24.619 0 0.942 1.105
## 18 Organization =~ tsl14 1.066 0.040 26.377 0 0.987 1.145
## 19 Organization =~ tsl15 1.135 0.041 27.394 0 1.054 1.216
## 20 Organization =~ tsl16 0.963 0.045 21.499 0 0.875 1.050
## 21 Tutor =~ tsl17 1.000 0.000 NA NA 1.000 1.000
## 22 Tutor =~ tsl18 1.097 0.037 30.006 0 1.025 1.169
## 23 Tutor =~ tsl19 0.956 0.038 25.424 0 0.883 1.030
## 24 Tutor =~ tsl20 0.651 0.030 22.025 0 0.593 0.709
## 25 Tutor =~ tsl21 0.854 0.032 26.780 0 0.792 0.917
## 26 Tutor =~ tsl22 0.831 0.033 24.912 0 0.765 0.896
## 27 tsl1 ~~ tsl1 0.307 0.016 19.168 0 0.276 0.339
## 28 tsl2 ~~ tsl2 0.386 0.019 20.381 0 0.349 0.423
## 29 tsl3 ~~ tsl3 0.326 0.015 21.234 0 0.296 0.356
## 30 tsl4 ~~ tsl4 0.308 0.016 19.307 0 0.277 0.339
## 31 tsl5 ~~ tsl5 0.374 0.018 20.867 0 0.339 0.409
## 32 tsl6 ~~ tsl6 0.398 0.018 21.732 0 0.362 0.434
## 33 tsl7 ~~ tsl7 0.264 0.013 20.117 0 0.239 0.290
## 34 tsl8 ~~ tsl8 0.441 0.021 21.015 0 0.400 0.482
## 35 tsl9 ~~ tsl9 0.324 0.016 20.543 0 0.293 0.355
## 36 tsl10 ~~ tsl10 0.415 0.020 21.235 0 0.377 0.454
## 37 tsl11 ~~ tsl11 0.322 0.015 21.067 0 0.292 0.352
## 38 tsl12 ~~ tsl12 0.396 0.019 20.459 0 0.358 0.434
## 39 tsl13 ~~ tsl13 0.424 0.020 21.549 0 0.386 0.463
## 40 tsl14 ~~ tsl14 0.352 0.017 20.977 0 0.319 0.385
## 41 tsl15 ~~ tsl15 0.339 0.017 20.533 0 0.307 0.371
## 42 tsl16 ~~ tsl16 0.588 0.026 22.211 0 0.536 0.640
## 43 tsl17 ~~ tsl17 0.391 0.019 20.665 0 0.354 0.428
## 44 tsl18 ~~ tsl18 0.345 0.018 19.629 0 0.311 0.380
## 45 tsl19 ~~ tsl19 0.513 0.024 21.500 0 0.466 0.560
## 46 tsl20 ~~ tsl20 0.374 0.017 22.185 0 0.341 0.407
## 47 tsl21 ~~ tsl21 0.339 0.016 21.107 0 0.308 0.371
## 48 tsl22 ~~ tsl22 0.415 0.019 21.627 0 0.377 0.452
## 49 TL ~~ TL 0.621 0.040 15.657 0 0.543 0.698
## 50 Direction ~~ Direction 0.057 0.009 6.411 0 0.040 0.075
## 51 Developing ~~ Developing 0.039 0.007 5.452 0 0.025 0.053
## 52 Organization ~~ Organization 0.033 0.005 6.158 0 0.023 0.044
## 53 Tutor ~~ Tutor 0.048 0.008 6.337 0 0.033 0.063#
modificationindices(fit)## lhs op rhs mi epc sepc.lv sepc.all sepc.nox
## 54 TL =~ tsl1 10.135 -0.654 -0.515 -0.519 -0.519
## 55 TL =~ tsl2 18.871 -0.875 -0.689 -0.688 -0.688
## 56 TL =~ tsl3 0.343 -0.099 -0.078 -0.093 -0.093
## 57 TL =~ tsl4 63.226 1.611 1.269 1.291 1.291
## 58 TL =~ tsl5 9.397 0.747 0.589 0.563 0.563
## 59 TL =~ tsl6 0.018 -0.032 -0.025 -0.026 -0.026
## 60 TL =~ tsl7 1.125 0.231 0.182 0.190 0.190
## 61 TL =~ tsl8 2.901 -0.445 -0.351 -0.315 -0.315
## 62 TL =~ tsl9 8.150 -0.665 -0.524 -0.517 -0.517
## 63 TL =~ tsl10 0.325 0.142 0.112 0.107 0.107
## 64 TL =~ tsl11 26.806 0.928 0.731 0.839 0.839
## 65 TL =~ tsl12 0.166 0.086 0.067 0.065 0.065
## 66 TL =~ tsl13 72.158 -1.671 -1.316 -1.401 -1.401
## 67 TL =~ tsl14 55.093 -1.403 -1.106 -1.199 -1.199
## 68 TL =~ tsl15 34.581 1.137 0.896 0.942 0.942
## 69 TL =~ tsl16 20.979 0.999 0.787 0.789 0.789
## 70 TL =~ tsl17 0.332 0.115 0.090 0.090 0.090
## 71 TL =~ tsl18 17.208 0.854 0.673 0.647 0.647
## 72 TL =~ tsl19 0.671 -0.173 -0.136 -0.131 -0.131
## 73 TL =~ tsl20 7.972 -0.477 -0.376 -0.472 -0.472
## 74 TL =~ tsl21 2.567 -0.285 -0.224 -0.253 -0.253
## 75 TL =~ tsl22 0.365 -0.113 -0.089 -0.097 -0.097
## 76 Direction =~ tsl5 11.692 0.389 0.320 0.306 0.306
## 77 Direction =~ tsl6 0.844 0.103 0.085 0.089 0.089
## 78 Direction =~ tsl7 19.292 0.437 0.360 0.375 0.375
## 79 Direction =~ tsl8 0.370 0.074 0.061 0.055 0.055
## 80 Direction =~ tsl9 9.478 -0.331 -0.273 -0.270 -0.270
## 81 Direction =~ tsl10 0.204 -0.053 -0.044 -0.042 -0.042
## 82 Direction =~ tsl11 33.684 0.574 0.472 0.542 0.542
## 83 Direction =~ tsl12 3.014 -0.198 -0.163 -0.157 -0.157
## 84 Direction =~ tsl13 60.597 -0.857 -0.706 -0.751 -0.751
## 85 Direction =~ tsl14 45.869 -0.705 -0.580 -0.629 -0.629
## 86 Direction =~ tsl15 12.245 0.367 0.302 0.318 0.318
## 87 Direction =~ tsl16 2.521 0.198 0.163 0.163 0.163
## 88 Direction =~ tsl17 1.109 -0.116 -0.096 -0.096 -0.096
## 89 Direction =~ tsl18 3.091 0.194 0.160 0.154 0.154
## 90 Direction =~ tsl19 5.969 -0.293 -0.241 -0.233 -0.233
## 91 Direction =~ tsl20 0.028 -0.016 -0.013 -0.017 -0.017
## 92 Direction =~ tsl21 0.014 0.012 0.010 0.011 0.011
## 93 Direction =~ tsl22 0.060 -0.026 -0.022 -0.024 -0.024
## 94 Developing =~ tsl1 0.424 -0.080 -0.068 -0.068 -0.068
## 95 Developing =~ tsl2 13.472 -0.456 -0.387 -0.386 -0.386
## 96 Developing =~ tsl3 0.000 0.002 0.002 0.002 0.002
## 97 Developing =~ tsl4 71.625 1.029 0.873 0.887 0.887
## 98 Developing =~ tsl11 15.393 0.427 0.362 0.415 0.415
## 99 Developing =~ tsl12 1.295 0.144 0.122 0.118 0.118
## 100 Developing =~ tsl13 61.226 -0.942 -0.799 -0.850 -0.850
## 101 Developing =~ tsl14 35.965 -0.687 -0.582 -0.632 -0.632
## 102 Developing =~ tsl15 36.016 0.697 0.591 0.622 0.622
## 103 Developing =~ tsl16 0.724 0.115 0.097 0.098 0.098
## 104 Developing =~ tsl17 0.034 -0.022 -0.019 -0.019 -0.019
## 105 Developing =~ tsl18 31.828 0.697 0.591 0.568 0.568
## 106 Developing =~ tsl19 0.485 0.091 0.077 0.075 0.075
## 107 Developing =~ tsl20 28.965 -0.571 -0.484 -0.608 -0.608
## 108 Developing =~ tsl21 13.950 -0.410 -0.347 -0.391 -0.391
## 109 Developing =~ tsl22 7.694 -0.323 -0.274 -0.299 -0.299
## 110 Organization =~ tsl1 12.958 -0.507 -0.335 -0.338 -0.338
## 111 Organization =~ tsl2 7.601 -0.399 -0.264 -0.264 -0.264
## 112 Organization =~ tsl3 0.843 -0.115 -0.076 -0.090 -0.090
## 113 Organization =~ tsl4 7.477 0.382 0.253 0.257 0.257
## 114 Organization =~ tsl5 0.559 0.110 0.073 0.070 0.070
## 115 Organization =~ tsl6 0.025 0.023 0.015 0.016 0.016
## 116 Organization =~ tsl7 5.706 -0.308 -0.204 -0.213 -0.213
## 117 Organization =~ tsl8 6.620 -0.407 -0.269 -0.242 -0.242
## 118 Organization =~ tsl9 0.403 0.088 0.059 0.058 0.058
## 119 Organization =~ tsl10 5.808 0.365 0.242 0.231 0.231
## 120 Organization =~ tsl17 7.102 0.379 0.251 0.250 0.250
## 121 Organization =~ tsl18 1.616 0.182 0.120 0.116 0.116
## 122 Organization =~ tsl19 0.614 -0.121 -0.080 -0.077 -0.077
## 123 Organization =~ tsl20 0.029 -0.022 -0.014 -0.018 -0.018
## 124 Organization =~ tsl21 0.452 0.087 0.057 0.065 0.065
## 125 Organization =~ tsl22 5.287 0.316 0.209 0.228 0.228
## 126 Tutor =~ tsl1 11.161 -0.390 -0.306 -0.308 -0.308
## 127 Tutor =~ tsl2 12.894 -0.432 -0.338 -0.338 -0.338
## 128 Tutor =~ tsl3 0.426 -0.068 -0.053 -0.063 -0.063
## 129 Tutor =~ tsl4 35.066 0.686 0.537 0.547 0.547
## 130 Tutor =~ tsl5 7.118 0.326 0.255 0.244 0.244
## 131 Tutor =~ tsl6 1.762 -0.159 -0.125 -0.131 -0.131
## 132 Tutor =~ tsl7 0.296 0.058 0.046 0.048 0.048
## 133 Tutor =~ tsl8 2.765 -0.218 -0.171 -0.154 -0.154
## 134 Tutor =~ tsl9 15.176 -0.450 -0.353 -0.348 -0.348
## 135 Tutor =~ tsl10 0.619 -0.099 -0.078 -0.074 -0.074
## 136 Tutor =~ tsl11 6.661 0.273 0.214 0.245 0.245
## 137 Tutor =~ tsl12 1.346 0.142 0.111 0.107 0.107
## 138 Tutor =~ tsl13 18.306 -0.504 -0.395 -0.420 -0.420
## 139 Tutor =~ tsl14 21.352 -0.515 -0.403 -0.437 -0.437
## 140 Tutor =~ tsl15 12.931 0.404 0.317 0.333 0.333
## 141 Tutor =~ tsl16 89.959 1.261 0.987 0.990 0.990
## 142 tsl1 ~~ tsl2 46.031 0.090 0.090 0.261 0.261
## 143 tsl1 ~~ tsl3 1.115 0.012 0.012 0.039 0.039
## 144 tsl1 ~~ tsl4 13.530 -0.047 -0.047 -0.151 -0.151
## 145 tsl1 ~~ tsl5 12.049 -0.041 -0.041 -0.121 -0.121
## 146 tsl1 ~~ tsl6 3.037 -0.021 -0.021 -0.060 -0.060
## 147 tsl1 ~~ tsl7 23.168 0.049 0.049 0.171 0.171
## 148 tsl1 ~~ tsl8 31.746 0.072 0.072 0.196 0.196
## 149 tsl1 ~~ tsl9 0.088 -0.003 -0.003 -0.010 -0.010
## 150 tsl1 ~~ tsl10 5.992 -0.030 -0.030 -0.085 -0.085
## 151 tsl1 ~~ tsl11 22.070 0.051 0.051 0.163 0.163
## 152 tsl1 ~~ tsl12 6.045 -0.030 -0.030 -0.087 -0.087
## 153 tsl1 ~~ tsl13 7.488 -0.034 -0.034 -0.094 -0.094
## 154 tsl1 ~~ tsl14 2.588 -0.018 -0.018 -0.056 -0.056
## 155 tsl1 ~~ tsl15 0.228 -0.005 -0.005 -0.017 -0.017
## 156 tsl1 ~~ tsl16 5.138 -0.033 -0.033 -0.077 -0.077
## 157 tsl1 ~~ tsl17 9.673 -0.038 -0.038 -0.109 -0.109
## 158 tsl1 ~~ tsl18 3.279 0.021 0.021 0.065 0.065
## 159 tsl1 ~~ tsl19 0.002 -0.001 -0.001 -0.002 -0.002
## 160 tsl1 ~~ tsl20 0.111 -0.004 -0.004 -0.011 -0.011
## 161 tsl1 ~~ tsl21 3.593 -0.021 -0.021 -0.066 -0.066
## 162 tsl1 ~~ tsl22 0.236 -0.006 -0.006 -0.017 -0.017
## 163 tsl2 ~~ tsl3 4.207 0.025 0.025 0.072 0.072
## 164 tsl2 ~~ tsl4 12.017 -0.046 -0.046 -0.133 -0.133
## 165 tsl2 ~~ tsl5 6.572 -0.033 -0.033 -0.087 -0.087
## 166 tsl2 ~~ tsl6 3.774 -0.025 -0.025 -0.065 -0.065
## 167 tsl2 ~~ tsl7 0.486 0.008 0.008 0.024 0.024
## 168 tsl2 ~~ tsl8 2.321 0.021 0.021 0.052 0.052
## 169 tsl2 ~~ tsl9 0.565 -0.009 -0.009 -0.026 -0.026
## 170 tsl2 ~~ tsl10 0.165 0.005 0.005 0.014 0.014
## 171 tsl2 ~~ tsl11 1.107 0.013 0.013 0.036 0.036
## 172 tsl2 ~~ tsl12 16.759 0.055 0.055 0.140 0.140
## 173 tsl2 ~~ tsl13 6.154 -0.034 -0.034 -0.083 -0.083
## 174 tsl2 ~~ tsl14 3.930 -0.025 -0.025 -0.067 -0.067
## 175 tsl2 ~~ tsl15 0.364 -0.007 -0.007 -0.021 -0.021
## 176 tsl2 ~~ tsl16 2.934 -0.027 -0.027 -0.056 -0.056
## 177 tsl2 ~~ tsl17 23.166 -0.064 -0.064 -0.164 -0.164
## 178 tsl2 ~~ tsl18 1.039 0.013 0.013 0.036 0.036
## 179 tsl2 ~~ tsl19 0.986 0.015 0.015 0.033 0.033
## 180 tsl2 ~~ tsl20 3.416 0.023 0.023 0.061 0.061
## 181 tsl2 ~~ tsl21 0.607 0.010 0.010 0.026 0.026
## 182 tsl2 ~~ tsl22 4.422 -0.028 -0.028 -0.070 -0.070
## 183 tsl3 ~~ tsl4 4.860 -0.026 -0.026 -0.080 -0.080
## 184 tsl3 ~~ tsl5 4.593 -0.025 -0.025 -0.072 -0.072
## 185 tsl3 ~~ tsl6 5.349 0.027 0.027 0.076 0.076
## 186 tsl3 ~~ tsl7 38.128 0.062 0.062 0.210 0.210
## 187 tsl3 ~~ tsl8 5.929 -0.031 -0.031 -0.081 -0.081
## 188 tsl3 ~~ tsl9 1.952 -0.015 -0.015 -0.047 -0.047
## 189 tsl3 ~~ tsl10 3.219 -0.022 -0.022 -0.059 -0.059
## 190 tsl3 ~~ tsl11 27.204 0.056 0.056 0.173 0.173
## 191 tsl3 ~~ tsl12 34.870 -0.071 -0.071 -0.199 -0.199
## 192 tsl3 ~~ tsl13 0.786 0.011 0.011 0.029 0.029
## 193 tsl3 ~~ tsl14 0.860 0.010 0.010 0.031 0.031
## 194 tsl3 ~~ tsl15 9.218 -0.034 -0.034 -0.102 -0.102
## 195 tsl3 ~~ tsl16 3.751 0.027 0.027 0.063 0.063
## 196 tsl3 ~~ tsl17 2.971 -0.021 -0.021 -0.058 -0.058
## 197 tsl3 ~~ tsl18 15.872 -0.046 -0.046 -0.136 -0.136
## 198 tsl3 ~~ tsl19 30.791 -0.075 -0.075 -0.182 -0.182
## 199 tsl3 ~~ tsl20 37.655 0.069 0.069 0.199 0.199
## 200 tsl3 ~~ tsl21 11.837 0.038 0.038 0.114 0.114
## 201 tsl3 ~~ tsl22 11.949 0.042 0.042 0.113 0.113
## 202 tsl4 ~~ tsl5 123.092 0.131 0.131 0.387 0.387
## 203 tsl4 ~~ tsl6 12.739 0.043 0.043 0.122 0.122
## 204 tsl4 ~~ tsl7 10.285 -0.033 -0.033 -0.114 -0.114
## 205 tsl4 ~~ tsl8 6.692 -0.033 -0.033 -0.090 -0.090
## 206 tsl4 ~~ tsl9 1.358 -0.013 -0.013 -0.041 -0.041
## 207 tsl4 ~~ tsl10 4.641 0.027 0.027 0.074 0.074
## 208 tsl4 ~~ tsl11 15.590 -0.043 -0.043 -0.137 -0.137
## 209 tsl4 ~~ tsl12 0.106 -0.004 -0.004 -0.011 -0.011
## 210 tsl4 ~~ tsl13 2.984 -0.021 -0.021 -0.059 -0.059
## 211 tsl4 ~~ tsl14 6.488 -0.029 -0.029 -0.088 -0.088
## 212 tsl4 ~~ tsl15 15.514 0.045 0.045 0.138 0.138
## 213 tsl4 ~~ tsl16 0.057 0.003 0.003 0.008 0.008
## 214 tsl4 ~~ tsl17 36.878 0.074 0.074 0.212 0.212
## 215 tsl4 ~~ tsl18 0.305 -0.006 -0.006 -0.020 -0.020
## 216 tsl4 ~~ tsl19 0.290 -0.007 -0.007 -0.018 -0.018
## 217 tsl4 ~~ tsl20 8.762 -0.034 -0.034 -0.100 -0.100
## 218 tsl4 ~~ tsl21 0.368 0.007 0.007 0.021 0.021
## 219 tsl4 ~~ tsl22 0.009 -0.001 -0.001 -0.003 -0.003
## 220 tsl5 ~~ tsl6 47.525 0.090 0.090 0.233 0.233
## 221 tsl5 ~~ tsl7 9.615 -0.035 -0.035 -0.111 -0.111
## 222 tsl5 ~~ tsl8 9.199 -0.043 -0.043 -0.105 -0.105
## 223 tsl5 ~~ tsl9 12.142 -0.043 -0.043 -0.123 -0.123
## 224 tsl5 ~~ tsl10 0.026 -0.002 -0.002 -0.006 -0.006
## 225 tsl5 ~~ tsl11 21.107 -0.054 -0.054 -0.154 -0.154
## 226 tsl5 ~~ tsl12 1.001 0.013 0.013 0.034 0.034
## 227 tsl5 ~~ tsl13 0.882 -0.012 -0.012 -0.031 -0.031
## 228 tsl5 ~~ tsl14 2.281 -0.018 -0.018 -0.051 -0.051
## 229 tsl5 ~~ tsl15 7.030 0.032 0.032 0.090 0.090
## 230 tsl5 ~~ tsl16 2.656 0.025 0.025 0.053 0.053
## 231 tsl5 ~~ tsl17 25.670 0.066 0.066 0.172 0.172
## 232 tsl5 ~~ tsl18 1.057 0.013 0.013 0.036 0.036
## 233 tsl5 ~~ tsl19 0.001 0.000 0.000 0.001 0.001
## 234 tsl5 ~~ tsl20 5.986 -0.030 -0.030 -0.080 -0.080
## 235 tsl5 ~~ tsl21 0.013 0.001 0.001 0.004 0.004
## 236 tsl5 ~~ tsl22 6.092 -0.032 -0.032 -0.082 -0.082
## 237 tsl6 ~~ tsl7 0.260 0.006 0.006 0.018 0.018
## 238 tsl6 ~~ tsl8 10.322 -0.045 -0.045 -0.108 -0.108
## 239 tsl6 ~~ tsl9 4.132 -0.025 -0.025 -0.069 -0.069
## 240 tsl6 ~~ tsl10 4.524 -0.029 -0.029 -0.071 -0.071
## 241 tsl6 ~~ tsl11 6.913 0.031 0.031 0.087 0.087
## 242 tsl6 ~~ tsl12 0.006 -0.001 -0.001 -0.003 -0.003
## 243 tsl6 ~~ tsl13 4.346 -0.028 -0.028 -0.068 -0.068
## 244 tsl6 ~~ tsl14 0.179 -0.005 -0.005 -0.014 -0.014
## 245 tsl6 ~~ tsl15 1.847 0.017 0.017 0.045 0.045
## 246 tsl6 ~~ tsl16 2.579 -0.025 -0.025 -0.052 -0.052
## 247 tsl6 ~~ tsl17 0.999 0.013 0.013 0.033 0.033
## 248 tsl6 ~~ tsl18 2.994 -0.022 -0.022 -0.059 -0.059
## 249 tsl6 ~~ tsl19 12.698 -0.052 -0.052 -0.116 -0.116
## 250 tsl6 ~~ tsl20 0.642 0.010 0.010 0.026 0.026
## 251 tsl6 ~~ tsl21 0.267 -0.006 -0.006 -0.017 -0.017
## 252 tsl6 ~~ tsl22 1.706 0.017 0.017 0.042 0.042
## 253 tsl7 ~~ tsl8 21.806 0.057 0.057 0.166 0.166
## 254 tsl7 ~~ tsl9 0.282 -0.006 -0.006 -0.019 -0.019
## 255 tsl7 ~~ tsl10 9.000 -0.035 -0.035 -0.106 -0.106
## 256 tsl7 ~~ tsl11 1.548 0.012 0.012 0.043 0.043
## 257 tsl7 ~~ tsl12 10.397 -0.036 -0.036 -0.112 -0.112
## 258 tsl7 ~~ tsl13 8.643 -0.033 -0.033 -0.099 -0.099
## 259 tsl7 ~~ tsl14 0.005 -0.001 -0.001 -0.002 -0.002
## 260 tsl7 ~~ tsl15 1.647 -0.013 -0.013 -0.044 -0.044
## 261 tsl7 ~~ tsl16 0.176 -0.006 -0.006 -0.014 -0.014
## 262 tsl7 ~~ tsl17 1.520 -0.014 -0.014 -0.043 -0.043
## 263 tsl7 ~~ tsl18 4.290 0.022 0.022 0.073 0.073
## 264 tsl7 ~~ tsl19 0.077 0.003 0.003 0.009 0.009
## 265 tsl7 ~~ tsl20 0.090 0.003 0.003 0.010 0.010
## 266 tsl7 ~~ tsl21 2.836 -0.017 -0.017 -0.057 -0.057
## 267 tsl7 ~~ tsl22 0.012 0.001 0.001 0.004 0.004
## 268 tsl8 ~~ tsl9 19.923 0.059 0.059 0.156 0.156
## 269 tsl8 ~~ tsl10 3.119 -0.026 -0.026 -0.060 -0.060
## 270 tsl8 ~~ tsl11 0.207 -0.006 -0.006 -0.015 -0.015
## 271 tsl8 ~~ tsl12 0.337 0.008 0.008 0.020 0.020
## 272 tsl8 ~~ tsl13 3.714 -0.028 -0.028 -0.064 -0.064
## 273 tsl8 ~~ tsl14 0.353 -0.008 -0.008 -0.020 -0.020
## 274 tsl8 ~~ tsl15 0.536 0.010 0.010 0.025 0.025
## 275 tsl8 ~~ tsl16 14.974 -0.064 -0.064 -0.126 -0.126
## 276 tsl8 ~~ tsl17 10.104 -0.045 -0.045 -0.107 -0.107
## 277 tsl8 ~~ tsl18 54.344 0.099 0.099 0.255 0.255
## 278 tsl8 ~~ tsl19 19.220 0.069 0.069 0.145 0.145
## 279 tsl8 ~~ tsl20 35.280 -0.079 -0.079 -0.194 -0.194
## 280 tsl8 ~~ tsl21 27.940 -0.068 -0.068 -0.177 -0.177
## 281 tsl8 ~~ tsl22 5.028 -0.032 -0.032 -0.074 -0.074
## 282 tsl9 ~~ tsl10 34.230 0.074 0.074 0.203 0.203
## 283 tsl9 ~~ tsl11 8.577 0.032 0.032 0.099 0.099
## 284 tsl9 ~~ tsl12 5.544 0.029 0.029 0.081 0.081
## 285 tsl9 ~~ tsl13 0.001 0.000 0.000 -0.001 -0.001
## 286 tsl9 ~~ tsl14 0.481 -0.008 -0.008 -0.024 -0.024
## 287 tsl9 ~~ tsl15 1.575 0.014 0.014 0.043 0.043
## 288 tsl9 ~~ tsl16 3.686 -0.028 -0.028 -0.063 -0.063
## 289 tsl9 ~~ tsl17 10.247 -0.039 -0.039 -0.109 -0.109
## 290 tsl9 ~~ tsl18 1.337 0.014 0.014 0.040 0.040
## 291 tsl9 ~~ tsl19 0.185 -0.006 -0.006 -0.014 -0.014
## 292 tsl9 ~~ tsl20 1.467 -0.014 -0.014 -0.040 -0.040
## 293 tsl9 ~~ tsl21 0.000 0.000 0.000 -0.001 -0.001
## 294 tsl9 ~~ tsl22 8.731 -0.036 -0.036 -0.099 -0.099
## 295 tsl10 ~~ tsl11 0.025 0.002 0.002 0.005 0.005
## 296 tsl10 ~~ tsl12 4.530 0.029 0.029 0.072 0.072
## 297 tsl10 ~~ tsl13 1.362 0.016 0.016 0.038 0.038
## 298 tsl10 ~~ tsl14 0.114 -0.004 -0.004 -0.011 -0.011
## 299 tsl10 ~~ tsl15 3.848 0.025 0.025 0.066 0.066
## 300 tsl10 ~~ tsl16 0.081 -0.005 -0.005 -0.009 -0.009
## 301 tsl10 ~~ tsl17 0.212 0.006 0.006 0.015 0.015
## 302 tsl10 ~~ tsl18 6.523 -0.033 -0.033 -0.088 -0.088
## 303 tsl10 ~~ tsl19 6.262 0.038 0.038 0.082 0.082
## 304 tsl10 ~~ tsl20 4.675 -0.028 -0.028 -0.070 -0.070
## 305 tsl10 ~~ tsl21 0.074 -0.003 -0.003 -0.009 -0.009
## 306 tsl10 ~~ tsl22 0.131 -0.005 -0.005 -0.012 -0.012
## 307 tsl11 ~~ tsl12 0.979 -0.012 -0.012 -0.035 -0.035
## 308 tsl11 ~~ tsl13 5.843 -0.030 -0.030 -0.082 -0.082
## 309 tsl11 ~~ tsl14 2.075 -0.017 -0.017 -0.050 -0.050
## 310 tsl11 ~~ tsl15 0.751 -0.010 -0.010 -0.030 -0.030
## 311 tsl11 ~~ tsl16 8.074 -0.041 -0.041 -0.094 -0.094
## 312 tsl11 ~~ tsl17 2.004 -0.017 -0.017 -0.048 -0.048
## 313 tsl11 ~~ tsl18 0.628 -0.009 -0.009 -0.027 -0.027
## 314 tsl11 ~~ tsl19 37.489 -0.082 -0.082 -0.202 -0.202
## 315 tsl11 ~~ tsl20 60.121 0.088 0.088 0.252 0.252
## 316 tsl11 ~~ tsl21 0.307 0.006 0.006 0.018 0.018
## 317 tsl11 ~~ tsl22 1.168 0.013 0.013 0.036 0.036
## 318 tsl12 ~~ tsl13 4.197 0.029 0.029 0.071 0.071
## 319 tsl12 ~~ tsl14 0.387 0.008 0.008 0.022 0.022
## 320 tsl12 ~~ tsl15 0.884 -0.012 -0.012 -0.034 -0.034
## 321 tsl12 ~~ tsl16 2.094 -0.023 -0.023 -0.049 -0.049
## 322 tsl12 ~~ tsl17 1.884 -0.018 -0.018 -0.047 -0.047
## 323 tsl12 ~~ tsl18 10.190 0.041 0.041 0.111 0.111
## 324 tsl12 ~~ tsl19 18.039 0.064 0.064 0.142 0.142
## 325 tsl12 ~~ tsl20 12.872 -0.045 -0.045 -0.118 -0.118
## 326 tsl12 ~~ tsl21 0.061 0.003 0.003 0.008 0.008
## 327 tsl12 ~~ tsl22 3.366 -0.025 -0.025 -0.061 -0.061
## 328 tsl13 ~~ tsl14 309.880 0.231 0.231 0.597 0.597
## 329 tsl13 ~~ tsl15 17.139 -0.054 -0.054 -0.142 -0.142
## 330 tsl13 ~~ tsl16 0.013 -0.002 -0.002 -0.004 -0.004
## 331 tsl13 ~~ tsl17 2.474 0.021 0.021 0.052 0.052
## 332 tsl13 ~~ tsl18 12.092 -0.045 -0.045 -0.118 -0.118
## 333 tsl13 ~~ tsl19 0.002 -0.001 -0.001 -0.001 -0.001
## 334 tsl13 ~~ tsl20 0.936 0.012 0.012 0.031 0.031
## 335 tsl13 ~~ tsl21 1.300 0.014 0.014 0.038 0.038
## 336 tsl13 ~~ tsl22 6.392 0.035 0.035 0.082 0.082
## 337 tsl14 ~~ tsl15 5.689 -0.029 -0.029 -0.084 -0.084
## 338 tsl14 ~~ tsl16 4.189 -0.031 -0.031 -0.068 -0.068
## 339 tsl14 ~~ tsl17 5.919 -0.030 -0.030 -0.082 -0.082
## 340 tsl14 ~~ tsl18 5.963 -0.029 -0.029 -0.084 -0.084
## 341 tsl14 ~~ tsl19 0.558 0.011 0.011 0.025 0.025
## 342 tsl14 ~~ tsl20 0.166 0.005 0.005 0.013 0.013
## 343 tsl14 ~~ tsl21 0.229 0.006 0.006 0.016 0.016
## 344 tsl14 ~~ tsl22 11.684 0.043 0.043 0.113 0.113
## 345 tsl15 ~~ tsl16 0.452 -0.010 -0.010 -0.023 -0.023
## 346 tsl15 ~~ tsl17 0.034 0.002 0.002 0.006 0.006
## 347 tsl15 ~~ tsl18 0.001 0.000 0.000 0.001 0.001
## 348 tsl15 ~~ tsl19 0.001 -0.001 -0.001 -0.001 -0.001
## 349 tsl15 ~~ tsl20 1.717 -0.015 -0.015 -0.043 -0.043
## 350 tsl15 ~~ tsl21 0.004 -0.001 -0.001 -0.002 -0.002
## 351 tsl15 ~~ tsl22 3.512 0.023 0.023 0.062 0.062
## 352 tsl16 ~~ tsl17 175.902 0.209 0.209 0.435 0.435
## 353 tsl16 ~~ tsl18 0.177 0.006 0.006 0.014 0.014
## 354 tsl16 ~~ tsl19 0.003 -0.001 -0.001 -0.002 -0.002
## 355 tsl16 ~~ tsl20 0.455 0.010 0.010 0.021 0.021
## 356 tsl16 ~~ tsl21 6.639 0.037 0.037 0.084 0.084
## 357 tsl16 ~~ tsl22 0.048 0.003 0.003 0.007 0.007
## 358 tsl17 ~~ tsl18 17.626 0.057 0.057 0.155 0.155
## 359 tsl17 ~~ tsl19 0.532 0.011 0.011 0.025 0.025
## 360 tsl17 ~~ tsl20 12.414 -0.045 -0.045 -0.118 -0.118
## 361 tsl17 ~~ tsl21 10.086 -0.040 -0.040 -0.111 -0.111
## 362 tsl17 ~~ tsl22 0.638 -0.011 -0.011 -0.027 -0.027
## 363 tsl18 ~~ tsl19 21.184 0.069 0.069 0.164 0.164
## 364 tsl18 ~~ tsl20 7.765 -0.035 -0.035 -0.096 -0.096
## 365 tsl18 ~~ tsl21 59.455 -0.096 -0.096 -0.279 -0.279
## 366 tsl18 ~~ tsl22 27.124 -0.070 -0.070 -0.184 -0.184
## 367 tsl19 ~~ tsl20 28.761 -0.077 -0.077 -0.175 -0.175
## 368 tsl19 ~~ tsl21 0.956 -0.014 -0.014 -0.033 -0.033
## 369 tsl19 ~~ tsl22 0.007 -0.001 -0.001 -0.003 -0.003
## 370 tsl20 ~~ tsl21 198.984 0.166 0.166 0.466 0.466
## 371 tsl20 ~~ tsl22 8.328 0.037 0.037 0.094 0.094
## 372 tsl21 ~~ tsl22 36.285 0.076 0.076 0.203 0.203
## 377 Direction ~~ Developing 41.857 0.046 0.974 0.974 0.974
## 378 Direction ~~ Organization 24.626 -0.027 -0.625 -0.625 -0.625
## 379 Direction ~~ Tutor 2.364 -0.010 -0.190 -0.190 -0.190
## 380 Developing ~~ Organization 2.364 -0.009 -0.247 -0.247 -0.247
## 381 Developing ~~ Tutor 24.626 -0.034 -0.781 -0.781 -0.781
## 382 Organization ~~ Tutor 41.857 0.034 0.844 0.844 0.844# Print out the path diagram
library("lavaanPlot")
lavaanPlot(model=fit,node_options=list(shape="box",fontname="Helvetica"),edge_options=list(color="blue"),coefs=TRUE, covs=TRUE, stars=c("regress"),stand = FALSE)Rasch Partial Credit Model
Prepare the data and Rasch package
# Load the package
library(eRm) # For running the Partial Credit Model##
## Attaching package: 'eRm'## The following object is masked from 'package:psych':
##
## sim.raschlibrary(plyr) # For plot the Item characteristic curves## ------------------------------------------------------------------------------## You have loaded plyr after dplyr - this is likely to cause problems.
## If you need functions from both plyr and dplyr, please load plyr first, then dplyr:
## library(plyr); library(dplyr)## ------------------------------------------------------------------------------##
## Attaching package: 'plyr'## The following objects are masked from 'package:Hmisc':
##
## is.discrete, summarize## The following objects are masked from 'package:dplyr':
##
## arrange, count, desc, failwith, id, mutate, rename, summarise,
## summarizelibrary(WrightMap)# For plot the variable map# Prepare the data set
# Add ID column for test takers
ID <- 1:1090
TL_data_PC <- TL_data_clean
# Centering the 1st category to zero
TL_data_PC <- TL_data_PC-1Run the Partial Credit Model
# Run the Partial Credit Model
PC_model <- PCM(TL_data_PC)
summary(PC_model)##
## Results of PCM estimation:
##
## Call: PCM(X = TL_data_PC)
##
## Conditional log-likelihood: -18831.83
## Number of iterations: 68
## Number of parameters: 87
##
## Item (Category) Difficulty Parameters (eta): with 0.95 CI:
## Estimate Std. Error lower CI upper CI
## tsl1.c2 -1.150 0.236 -1.612 -0.688
## tsl1.c3 -0.438 0.239 -0.906 0.030
## tsl1.c4 2.981 0.255 2.481 3.482
## tsl2.c1 -1.034 0.236 -1.496 -0.571
## tsl2.c2 -1.168 0.233 -1.626 -0.711
## tsl2.c3 -0.296 0.238 -0.762 0.169
## tsl2.c4 3.205 0.255 2.705 3.704
## tsl3.c1 -1.677 0.355 -2.373 -0.982
## tsl3.c2 -2.369 0.353 -3.061 -1.677
## tsl3.c3 -2.777 0.346 -3.455 -2.100
## tsl3.c4 -0.344 0.348 -1.026 0.339
## tsl4.c1 -0.949 0.239 -1.418 -0.481
## tsl4.c2 -1.317 0.233 -1.773 -0.862
## tsl4.c3 -0.207 0.238 -0.674 0.260
## tsl4.c4 3.555 0.257 3.052 4.058
## tsl5.c1 -0.807 0.208 -1.215 -0.398
## tsl5.c2 -0.734 0.208 -1.141 -0.327
## tsl5.c3 0.452 0.215 0.030 0.874
## tsl5.c4 4.210 0.238 3.744 4.676
## tsl6.c1 -1.000 0.261 -1.512 -0.488
## tsl6.c2 -1.455 0.254 -1.953 -0.958
## tsl6.c3 -0.915 0.255 -1.415 -0.414
## tsl6.c4 2.467 0.269 1.939 2.994
## tsl7.c1 -0.821 0.259 -1.329 -0.313
## tsl7.c2 -1.362 0.248 -1.849 -0.875
## tsl7.c3 -0.846 0.250 -1.336 -0.356
## tsl7.c4 2.327 0.264 1.810 2.844
## tsl8.c1 -0.444 0.190 -0.816 -0.073
## tsl8.c2 -0.218 0.190 -0.590 0.154
## tsl8.c3 0.869 0.199 0.480 1.258
## tsl8.c4 4.163 0.221 3.730 4.596
## tsl9.c1 -1.109 0.232 -1.564 -0.654
## tsl9.c2 -1.115 0.232 -1.570 -0.660
## tsl9.c3 -0.212 0.236 -0.675 0.252
## tsl9.c4 3.313 0.254 2.815 3.811
## tsl10.c1 -1.095 0.215 -1.516 -0.673
## tsl10.c2 -0.834 0.218 -1.261 -0.407
## tsl10.c3 0.264 0.224 -0.175 0.702
## tsl10.c4 3.950 0.245 3.470 4.429
## tsl11.c1 -0.935 0.328 -1.578 -0.292
## tsl11.c2 -2.088 0.305 -2.685 -1.491
## tsl11.c3 -2.034 0.303 -2.627 -1.441
## tsl11.c4 0.736 0.309 0.130 1.342
## tsl12.c1 -0.832 0.203 -1.230 -0.433
## tsl12.c2 -0.729 0.203 -1.127 -0.331
## tsl12.c3 0.731 0.212 0.314 1.147
## tsl12.c4 4.886 0.238 4.418 5.353
## tsl13.c1 -1.342 0.260 -1.851 -0.832
## tsl13.c2 -1.879 0.254 -2.376 -1.382
## tsl13.c3 -0.135 0.260 -0.644 0.374
## tsl13.c4 4.225 0.280 3.676 4.775
## tsl14.c1 -1.432 0.287 -1.995 -0.869
## tsl14.c2 -2.265 0.278 -2.811 -1.720
## tsl14.c3 -0.682 0.282 -1.235 -0.128
## tsl14.c4 3.418 0.298 2.834 4.002
## tsl15.c1 -1.675 0.277 -2.218 -1.132
## tsl15.c2 -1.873 0.277 -2.416 -1.331
## tsl15.c3 -0.978 0.278 -1.523 -0.433
## tsl15.c4 2.765 0.292 2.192 3.337
## tsl16.c1 -1.026 0.231 -1.479 -0.572
## tsl16.c2 -1.087 0.230 -1.538 -0.637
## tsl16.c3 -0.215 0.234 -0.674 0.243
## tsl16.c4 3.496 0.253 3.000 3.991
## tsl17.c1 -0.918 0.226 -1.361 -0.476
## tsl17.c2 -1.148 0.221 -1.582 -0.714
## tsl17.c3 0.167 0.229 -0.281 0.615
## tsl17.c4 4.089 0.250 3.599 4.579
## tsl18.c1 -0.802 0.209 -1.211 -0.393
## tsl18.c2 -0.714 0.208 -1.122 -0.307
## tsl18.c3 0.400 0.215 -0.022 0.822
## tsl18.c4 4.186 0.238 3.720 4.652
## tsl19.c1 -0.641 0.187 -1.008 -0.275
## tsl19.c2 -0.533 0.186 -0.898 -0.168
## tsl19.c3 1.574 0.201 1.181 1.967
## tsl19.c4 6.169 0.234 5.711 6.628
## tsl20.c1 -1.232 0.432 -2.079 -0.385
## tsl20.c2 -3.217 0.389 -3.980 -2.454
## tsl20.c3 -3.291 0.386 -4.048 -2.534
## tsl20.c4 -0.583 0.387 -1.341 0.175
## tsl21.c1 -1.679 0.347 -2.359 -0.999
## tsl21.c2 -2.853 0.335 -3.510 -2.196
## tsl21.c3 -2.014 0.335 -2.670 -1.357
## tsl21.c4 1.305 0.341 0.636 1.974
## tsl22.c1 -1.073 0.284 -1.630 -0.516
## tsl22.c2 -1.981 0.270 -2.510 -1.452
## tsl22.c3 -1.039 0.273 -1.573 -0.504
## tsl22.c4 2.697 0.286 2.136 3.259
##
## Item Easiness Parameters (beta) with 0.95 CI:
## Estimate Std. Error lower CI upper CI
## beta tsl1.c1 0.980 0.239 0.512 1.448
## beta tsl1.c2 1.150 0.236 0.688 1.612
## beta tsl1.c3 0.438 0.239 -0.030 0.906
## beta tsl1.c4 -2.981 0.255 -3.482 -2.481
## beta tsl2.c1 1.034 0.236 0.571 1.496
## beta tsl2.c2 1.168 0.233 0.711 1.626
## beta tsl2.c3 0.296 0.238 -0.169 0.762
## beta tsl2.c4 -3.205 0.255 -3.704 -2.705
## beta tsl3.c1 1.677 0.355 0.982 2.373
## beta tsl3.c2 2.369 0.353 1.677 3.061
## beta tsl3.c3 2.777 0.346 2.100 3.455
## beta tsl3.c4 0.344 0.348 -0.339 1.026
## beta tsl4.c1 0.949 0.239 0.481 1.418
## beta tsl4.c2 1.317 0.233 0.862 1.773
## beta tsl4.c3 0.207 0.238 -0.260 0.674
## beta tsl4.c4 -3.555 0.257 -4.058 -3.052
## beta tsl5.c1 0.807 0.208 0.398 1.215
## beta tsl5.c2 0.734 0.208 0.327 1.141
## beta tsl5.c3 -0.452 0.215 -0.874 -0.030
## beta tsl5.c4 -4.210 0.238 -4.676 -3.744
## beta tsl6.c1 1.000 0.261 0.488 1.512
## beta tsl6.c2 1.455 0.254 0.958 1.953
## beta tsl6.c3 0.915 0.255 0.414 1.415
## beta tsl6.c4 -2.467 0.269 -2.994 -1.939
## beta tsl7.c1 0.821 0.259 0.313 1.329
## beta tsl7.c2 1.362 0.248 0.875 1.849
## beta tsl7.c3 0.846 0.250 0.356 1.336
## beta tsl7.c4 -2.327 0.264 -2.844 -1.810
## beta tsl8.c1 0.444 0.190 0.073 0.816
## beta tsl8.c2 0.218 0.190 -0.154 0.590
## beta tsl8.c3 -0.869 0.199 -1.258 -0.480
## beta tsl8.c4 -4.163 0.221 -4.596 -3.730
## beta tsl9.c1 1.109 0.232 0.654 1.564
## beta tsl9.c2 1.115 0.232 0.660 1.570
## beta tsl9.c3 0.212 0.236 -0.252 0.675
## beta tsl9.c4 -3.313 0.254 -3.811 -2.815
## beta tsl10.c1 1.095 0.215 0.673 1.516
## beta tsl10.c2 0.834 0.218 0.407 1.261
## beta tsl10.c3 -0.264 0.224 -0.702 0.175
## beta tsl10.c4 -3.950 0.245 -4.429 -3.470
## beta tsl11.c1 0.935 0.328 0.292 1.578
## beta tsl11.c2 2.088 0.305 1.491 2.685
## beta tsl11.c3 2.034 0.303 1.441 2.627
## beta tsl11.c4 -0.736 0.309 -1.342 -0.130
## beta tsl12.c1 0.832 0.203 0.433 1.230
## beta tsl12.c2 0.729 0.203 0.331 1.127
## beta tsl12.c3 -0.731 0.212 -1.147 -0.314
## beta tsl12.c4 -4.886 0.238 -5.353 -4.418
## beta tsl13.c1 1.342 0.260 0.832 1.851
## beta tsl13.c2 1.879 0.254 1.382 2.376
## beta tsl13.c3 0.135 0.260 -0.374 0.644
## beta tsl13.c4 -4.225 0.280 -4.775 -3.676
## beta tsl14.c1 1.432 0.287 0.869 1.995
## beta tsl14.c2 2.265 0.278 1.720 2.811
## beta tsl14.c3 0.682 0.282 0.128 1.235
## beta tsl14.c4 -3.418 0.298 -4.002 -2.834
## beta tsl15.c1 1.675 0.277 1.132 2.218
## beta tsl15.c2 1.873 0.277 1.331 2.416
## beta tsl15.c3 0.978 0.278 0.433 1.523
## beta tsl15.c4 -2.765 0.292 -3.337 -2.192
## beta tsl16.c1 1.026 0.231 0.572 1.479
## beta tsl16.c2 1.087 0.230 0.637 1.538
## beta tsl16.c3 0.215 0.234 -0.243 0.674
## beta tsl16.c4 -3.496 0.253 -3.991 -3.000
## beta tsl17.c1 0.918 0.226 0.476 1.361
## beta tsl17.c2 1.148 0.221 0.714 1.582
## beta tsl17.c3 -0.167 0.229 -0.615 0.281
## beta tsl17.c4 -4.089 0.250 -4.579 -3.599
## beta tsl18.c1 0.802 0.209 0.393 1.211
## beta tsl18.c2 0.714 0.208 0.307 1.122
## beta tsl18.c3 -0.400 0.215 -0.822 0.022
## beta tsl18.c4 -4.186 0.238 -4.652 -3.720
## beta tsl19.c1 0.641 0.187 0.275 1.008
## beta tsl19.c2 0.533 0.186 0.168 0.898
## beta tsl19.c3 -1.574 0.201 -1.967 -1.181
## beta tsl19.c4 -6.169 0.234 -6.628 -5.711
## beta tsl20.c1 1.232 0.432 0.385 2.079
## beta tsl20.c2 3.217 0.389 2.454 3.980
## beta tsl20.c3 3.291 0.386 2.534 4.048
## beta tsl20.c4 0.583 0.387 -0.175 1.341
## beta tsl21.c1 1.679 0.347 0.999 2.359
## beta tsl21.c2 2.853 0.335 2.196 3.510
## beta tsl21.c3 2.014 0.335 1.357 2.670
## beta tsl21.c4 -1.305 0.341 -1.974 -0.636
## beta tsl22.c1 1.073 0.284 0.516 1.630
## beta tsl22.c2 1.981 0.270 1.452 2.510
## beta tsl22.c3 1.039 0.273 0.504 1.573
## beta tsl22.c4 -2.697 0.286 -3.259 -2.136Wright Map & Expected Response Curves & Item characteristic curves
# Plot the Variable Map
plotPImap(PC_model)
# Item characteristic curves
plotICC(PC_model, ask = FALSE)
Item diffculty and threshold SEs values
### Examine item difficulty values:
item.estimates <- thresholds(PC_model)
item.estimates##
## Design Matrix Block 1:
## Location Threshold 1 Threshold 2 Threshold 3 Threshold 4
## tsl1 0.74535 -0.98029 -0.16958 0.71162 3.41965
## tsl2 0.80116 -1.03351 -0.13496 0.87213 3.50097
## tsl3 -0.08588 -1.67749 -0.69169 -0.40828 2.43395
## tsl4 0.88873 -0.94917 -0.36827 1.11062 3.76172
## tsl5 1.05252 -0.80665 0.07262 1.18615 3.75797
## tsl6 0.61670 -1.00011 -0.45519 0.54063 3.38148
## tsl7 0.58175 -0.82093 -0.54114 0.51604 3.17305
## tsl8 1.04076 -0.44448 0.22632 1.08735 3.29384
## tsl9 0.82824 -1.10902 -0.00602 0.90352 3.52447
## tsl10 0.98742 -1.09461 0.26084 1.09739 3.68606
## tsl11 0.18396 -0.93483 -1.15305 0.05377 2.76994
## tsl12 1.22138 -0.83172 0.10261 1.45968 4.15496
## tsl13 1.05631 -1.34159 -0.53725 1.74382 4.36028
## tsl14 0.85457 -1.43202 -0.83324 1.58341 4.10013
## tsl15 0.69116 -1.67518 -0.19813 0.89514 3.74280
## tsl16 0.87390 -1.02580 -0.06146 0.87197 3.71088
## tsl17 1.02223 -0.91832 -0.22984 1.31530 3.92177
## tsl18 1.04654 -0.80213 0.08764 1.11478 3.78588
## tsl19 1.54235 -0.64133 0.10849 2.10708 4.59516
## tsl20 -0.14565 -1.23247 -1.98439 -0.07416 2.70841
## tsl21 0.32634 -1.67891 -1.17435 0.83955 3.31908
## tsl22 0.67437 -1.07274 -0.90843 0.94255 3.73610item_difficulty <- item.estimates[["threshtable"]][["1"]]
item_difficulty## Location Threshold 1 Threshold 2 Threshold 3 Threshold 4
## tsl1 0.74535027 -0.9802879 -0.169580101 0.71161607 3.419653
## tsl2 0.80115729 -1.0335101 -0.134961239 0.87212890 3.500972
## tsl3 -0.08587768 -1.6774874 -0.691690492 -0.40828060 2.433948
## tsl4 0.88872632 -0.9491654 -0.368267537 1.11061566 3.761723
## tsl5 1.05252051 -0.8066521 0.072618026 1.18614968 3.757966
## tsl6 0.61670069 -1.0001148 -0.455192667 0.54062593 3.381484
## tsl7 0.58175228 -0.8209313 -0.541144973 0.51603777 3.173048
## tsl8 1.04075616 -0.4444829 0.226315949 1.08734782 3.293844
## tsl9 0.82823852 -1.1090153 -0.006019349 0.90351775 3.524471
## tsl10 0.98742149 -1.0946085 0.260842453 1.09738948 3.686062
## tsl11 0.18395751 -0.9348319 -1.153048464 0.05377254 2.769938
## tsl12 1.22138357 -0.8317208 0.102607346 1.45968296 4.154965
## tsl13 1.05631348 -1.3415925 -0.537249321 1.74381981 4.360276
## tsl14 0.85456824 -1.4320249 -0.833243822 1.58341232 4.100129
## tsl15 0.69115759 -1.6751767 -0.198131574 0.89514125 3.742797
## tsl16 0.87389846 -1.0257972 -0.061462199 0.87197059 3.710883
## tsl17 1.02222817 -0.9183214 -0.229840207 1.31530419 3.921770
## tsl18 1.04654312 -0.8021302 0.087644207 1.11477893 3.785880
## tsl19 1.54234878 -0.6413315 0.108493241 2.10707694 4.595156
## tsl20 -0.14565132 -1.2324728 -1.984386559 -0.07415661 2.708411
## tsl21 0.32634184 -1.6789131 -1.174351139 0.83955344 3.319078
## tsl22 0.67436981 -1.0727358 -0.908430373 0.94254582 3.736100## Get threshold SEs values:
item.se <- item.estimates$se.thresh
item.se## thresh beta tsl1.c1 thresh beta tsl1.c2 thresh beta tsl1.c3
## 0.23887019 0.15226656 0.10014330
## thresh beta tsl1.c4 thresh beta tsl2.c1 thresh beta tsl2.c2
## 0.09581275 0.23585429 0.14635154
## thresh beta tsl2.c3 thresh beta tsl2.c4 thresh beta tsl3.c1
## 0.09790653 0.09730562 0.35464508
## thresh beta tsl3.c2 thresh beta tsl3.c3 thresh beta tsl3.c4
## 0.22083461 0.12806067 0.08585918
## thresh beta tsl4.c1 thresh beta tsl4.c2 thresh beta tsl4.c3
## 0.23904876 0.14761354 0.09352495
## thresh beta tsl4.c4 thresh beta tsl5.c1 thresh beta tsl5.c2
## 0.10078241 0.20828456 0.13405494
## thresh beta tsl5.c3 thresh beta tsl5.c4 thresh beta tsl6.c1
## 0.09508813 0.10154922 0.26121408
## thresh beta tsl6.c2 thresh beta tsl6.c3 thresh beta tsl6.c4
## 0.16743453 0.10136900 0.09453425
## thresh beta tsl7.c1 thresh beta tsl7.c2 thresh beta tsl7.c3
## 0.25918615 0.17379742 0.10268373
## thresh beta tsl7.c4 thresh beta tsl8.c1 thresh beta tsl8.c2
## 0.09281965 0.18963019 0.13620530
## thresh beta tsl8.c3 thresh beta tsl8.c4 thresh beta tsl9.c1
## 0.09951883 0.09739537 0.23232631
## thresh beta tsl9.c2 thresh beta tsl9.c3 thresh beta tsl9.c4
## 0.14153022 0.09804174 0.09777378
## thresh beta tsl10.c1 thresh beta tsl10.c2 thresh beta tsl10.c3
## 0.21508077 0.13051328 0.09689629
## thresh beta tsl10.c4 thresh beta tsl11.c1 thresh beta tsl11.c2
## 0.10053199 0.32822257 0.22658390
## thresh beta tsl11.c3 thresh beta tsl11.c4 thresh beta tsl12.c1
## 0.11149995 0.08836357 0.20336807
## thresh beta tsl12.c2 thresh beta tsl12.c3 thresh beta tsl12.c4
## 0.12722189 0.09207295 0.10733035
## thresh beta tsl13.c1 thresh beta tsl13.c2 thresh beta tsl13.c3
## 0.25982294 0.13818881 0.08778950
## thresh beta tsl13.c4 thresh beta tsl14.c1 thresh beta tsl14.c2
## 0.11116085 0.28740465 0.15220883
## thresh beta tsl14.c3 thresh beta tsl14.c4 thresh beta tsl15.c1
## 0.08803149 0.10693110 0.27703168
## thresh beta tsl15.c2 thresh beta tsl15.c3 thresh beta tsl15.c4
## 0.14428013 0.09587417 0.09953440
## thresh beta tsl16.c1 thresh beta tsl16.c2 thresh beta tsl16.c3
## 0.23131279 0.14370744 0.09738736
## thresh beta tsl16.c4 thresh beta tsl17.c1 thresh beta tsl17.c2
## 0.09924549 0.22592721 0.13861748
## thresh beta tsl17.c3 thresh beta tsl17.c4 thresh beta tsl18.c1
## 0.09205488 0.10366878 0.20861462
## thresh beta tsl18.c2 thresh beta tsl18.c3 thresh beta tsl18.c4
## 0.13516902 0.09566554 0.10140878
## thresh beta tsl19.c1 thresh beta tsl19.c2 thresh beta tsl19.c3
## 0.18711652 0.11798280 0.08973124
## thresh beta tsl19.c4 thresh beta tsl20.c1 thresh beta tsl20.c2
## 0.11725646 0.43216461 0.29663896
## thresh beta tsl20.c3 thresh beta tsl20.c4 thresh beta tsl21.c1
## 0.11233450 0.08745351 0.34705823
## thresh beta tsl21.c2 thresh beta tsl21.c3 thresh beta tsl21.c4
## 0.18768684 0.09496081 0.09507771
## thresh beta tsl22.c1 thresh beta tsl22.c2 thresh beta tsl22.c3
## 0.28409423 0.17320058 0.09318614
## thresh beta tsl22.c4
## 0.09935662Examine Person locations (theta) and SEs
# Standard errors for theta estimates:
person.locations.estimate <- person.parameter(PC_model)
summary(person.locations.estimate)##
## Estimation of Ability Parameters
##
## Collapsed log-likelihood: -1624.836
## Number of iterations: 22
## Number of parameters: 77
##
## ML estimated ability parameters (without spline interpolated values):
## Estimate Std. Err. 2.5 % 97.5 %
## theta P1 3.951005479 0.4015507 3.163980502 4.738030457
## theta P2 4.116840154 0.4133577 3.306674018 4.927006289
## theta P3 0.114101581 0.2480685 -0.372103796 0.600306958
## theta P4 2.232519366 0.3361633 1.573651480 2.891387252
## theta P5 2.120920812 0.3319523 1.470306248 2.771535375
## theta P6 5.548223286 0.6204856 4.332093764 6.764352808
## theta P7 4.694867228 0.4712873 3.771161011 5.618573446
## theta P8 2.958169854 0.3588585 2.254820196 3.661519511
## theta P9 1.906322457 0.3230945 1.273068821 2.539576093
## theta P10 1.803407495 0.3185125 1.179134376 2.427680614
## theta P11 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P12 3.221495670 0.3670923 2.502008030 3.940983311
## theta P13 2.232519366 0.3361633 1.573651480 2.891387252
## theta P14 1.080680052 0.2833257 0.525371946 1.635988157
## theta P15 2.583654614 0.3478343 1.901911878 3.265397349
## theta P16 3.221495670 0.3670923 2.502008030 3.940983311
## theta P17 3.221495670 0.3670923 2.502008030 3.940983311
## theta P18 1.162071109 0.2872941 0.598985035 1.725157182
## theta P19 1.906322457 0.3230945 1.273068821 2.539576093
## theta P20 0.703978498 0.2663781 0.181887013 1.226069983
## theta P21 1.420708835 0.3001312 0.832462573 2.008955098
## theta P22 1.420708835 0.3001312 0.832462573 2.008955098
## theta P23 2.583654614 0.3478343 1.901911878 3.265397349
## theta P24 -0.007889125 0.2459982 -0.490036829 0.474258579
## theta P25 3.221495670 0.3670923 2.502008030 3.940983311
## theta P26 1.420708835 0.3001312 0.832462573 2.008955098
## theta P27 2.463963305 0.3440890 1.789561173 3.138365436
## theta P28 2.583654614 0.3478343 1.901911878 3.265397349
## theta P29 2.583654614 0.3478343 1.901911878 3.265397349
## theta P30 1.606357009 0.3092520 1.000234265 2.212479754
## theta P31 0.849137025 0.2725680 0.314913485 1.383360564
## theta P32 3.088344052 0.3627959 2.377277150 3.799410955
## theta P33 1.420708835 0.3001312 0.832462573 2.008955098
## theta P34 6.004692051 0.7420556 4.550289725 7.459094376
## theta P35 1.001483068 0.2795474 0.453580308 1.549385828
## theta P36 -0.187926199 0.2442171 -0.666582828 0.290730430
## theta P37 6.004692051 0.7420556 4.550289725 7.459094376
## theta P38 0.775724243 0.2693709 0.247767072 1.303681414
## theta P39 1.001483068 0.2795474 0.453580308 1.549385828
## theta P40 0.775724243 0.2693709 0.247767072 1.303681414
## theta P41 2.120920812 0.3319523 1.470306248 2.771535375
## theta P42 1.606357009 0.3092520 1.000234265 2.212479754
## theta P43 2.120920812 0.3319523 1.470306248 2.771535375
## theta P44 6.747879349 1.0247658 4.739375375 8.756383323
## theta P45 1.606357009 0.3092520 1.000234265 2.212479754
## theta P46 -2.125830475 0.3631488 -2.837589015 -1.414071935
## theta P47 3.643263745 0.3840819 2.890476975 4.396050515
## theta P48 2.232519366 0.3361633 1.573651480 2.891387252
## theta P49 4.694867228 0.4712873 3.771161011 5.618573446
## theta P50 -0.986330154 0.2580790 -1.492155719 -0.480504590
## theta P51 1.245788742 0.2914232 0.674609814 1.816967671
## theta P52 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P53 2.830737803 0.3551324 2.134691178 3.526784428
## theta P54 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P55 -0.007889125 0.2459982 -0.490036829 0.474258579
## theta P56 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P57 3.643263745 0.3840819 2.890476975 4.396050515
## theta P58 1.906322457 0.3230945 1.273068821 2.539576093
## theta P59 3.221495670 0.3670923 2.502008030 3.940983311
## theta P60 0.633774676 0.2635828 0.117161867 1.150387484
## theta P61 2.705916310 0.3514895 2.017009470 3.394823150
## theta P62 1.606357009 0.3092520 1.000234265 2.212479754
## theta P63 1.245788742 0.2914232 0.674609814 1.816967671
## theta P64 2.232519366 0.3361633 1.573651480 2.891387252
## theta P65 1.080680052 0.2833257 0.525371946 1.635988157
## theta P66 5.208442706 0.5503194 4.129836503 6.287048910
## theta P67 2.705916310 0.3514895 2.017009470 3.394823150
## theta P68 2.012170243 0.3275852 1.370114974 2.654225511
## theta P69 -0.729710233 0.2493192 -1.218366791 -0.241053675
## theta P70 2.232519366 0.3361633 1.573651480 2.891387252
## theta P71 4.694867228 0.4712873 3.771161011 5.618573446
## theta P72 2.346893378 0.3402086 1.680096763 3.013689993
## theta P73 1.331960857 0.2957133 0.752373522 1.911548192
## theta P74 2.012170243 0.3275852 1.370114974 2.654225511
## theta P75 1.001483068 0.2795474 0.453580308 1.549385828
## theta P76 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P77 4.293599824 0.4281130 3.454513707 5.132685941
## theta P78 3.643263745 0.3840819 2.890476975 4.396050515
## theta P79 1.803407495 0.3185125 1.179134376 2.427680614
## theta P80 1.080680052 0.2833257 0.525371946 1.635988157
## theta P81 1.080680052 0.2833257 0.525371946 1.635988157
## theta P82 2.012170243 0.3275852 1.370114974 2.654225511
## theta P83 2.346893378 0.3402086 1.680096763 3.013689993
## theta P84 1.512142483 0.3046543 0.915030955 2.109254012
## theta P85 4.484633209 0.4468737 3.608776885 5.360489534
## theta P86 1.420708835 0.3001312 0.832462573 2.008955098
## theta P87 1.245788742 0.2914232 0.674609814 1.816967671
## theta P88 0.052850703 0.2469433 -0.431149255 0.536850661
## theta P89 2.120920812 0.3319523 1.470306248 2.771535375
## theta P90 1.803407495 0.3185125 1.179134376 2.427680614
## theta P91 2.346893378 0.3402086 1.680096763 3.013689993
## theta P92 6.004692051 0.7420556 4.550289725 7.459094376
## theta P93 1.803407495 0.3185125 1.179134376 2.427680614
## theta P94 -0.792289901 0.2510452 -1.284329519 -0.300250284
## theta P95 0.633774676 0.2635828 0.117161867 1.150387484
## theta P96 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P97 1.245788742 0.2914232 0.674609814 1.816967671
## theta P98 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P99 4.931921292 0.5040984 3.943906594 5.919935990
## theta P100 2.346893378 0.3402086 1.680096763 3.013689993
## theta P101 5.548223286 0.6204856 4.332093764 6.764352808
## theta P102 1.331960857 0.2957133 0.752373522 1.911548192
## theta P103 -0.366537814 0.2440675 -0.844901316 0.111825688
## theta P104 -2.265630966 0.3852924 -3.020790241 -1.510471692
## theta P105 1.162071109 0.2872941 0.598985035 1.725157182
## theta P106 4.694867228 0.4712873 3.771161011 5.618573446
## theta P107 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P108 1.331960857 0.2957133 0.752373522 1.911548192
## theta P109 1.703427668 0.3138849 1.088224552 2.318630784
## theta P110 3.498338797 0.3775048 2.758443079 4.238234514
## theta P111 4.931921292 0.5040984 3.943906594 5.919935990
## theta P112 6.747879349 1.0247658 4.739375375 8.756383323
## theta P113 1.803407495 0.3185125 1.179134376 2.427680614
## theta P114 2.346893378 0.3402086 1.680096763 3.013689993
## theta P115 2.463963305 0.3440890 1.789561173 3.138365436
## theta P116 4.116840154 0.4133577 3.306674018 4.927006289
## theta P117 3.088344052 0.3627959 2.377277150 3.799410955
## theta P118 1.703427668 0.3138849 1.088224552 2.318630784
## theta P119 4.484633209 0.4468737 3.608776885 5.360489534
## theta P120 2.232519366 0.3361633 1.573651480 2.891387252
## theta P121 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P122 4.293599824 0.4281130 3.454513707 5.132685941
## theta P123 3.951005479 0.4015507 3.163980502 4.738030457
## theta P124 2.958169854 0.3588585 2.254820196 3.661519511
## theta P125 1.606357009 0.3092520 1.000234265 2.212479754
## theta P126 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P127 1.001483068 0.2795474 0.453580308 1.549385828
## theta P128 2.346893378 0.3402086 1.680096763 3.013689993
## theta P129 1.906322457 0.3230945 1.273068821 2.539576093
## theta P130 2.583654614 0.3478343 1.901911878 3.265397349
## theta P131 1.512142483 0.3046543 0.915030955 2.109254012
## theta P132 4.931921292 0.5040984 3.943906594 5.919935990
## theta P133 0.849137025 0.2725680 0.314913485 1.383360564
## theta P134 1.906322457 0.3230945 1.273068821 2.539576093
## theta P135 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P136 2.346893378 0.3402086 1.680096763 3.013689993
## theta P137 2.232519366 0.3361633 1.573651480 2.891387252
## theta P138 0.849137025 0.2725680 0.314913485 1.383360564
## theta P139 1.420708835 0.3001312 0.832462573 2.008955098
## theta P140 1.906322457 0.3230945 1.273068821 2.539576093
## theta P141 2.232519366 0.3361633 1.573651480 2.891387252
## theta P142 1.162071109 0.2872941 0.598985035 1.725157182
## theta P143 3.951005479 0.4015507 3.163980502 4.738030457
## theta P144 2.232519366 0.3361633 1.573651480 2.891387252
## theta P145 0.703978498 0.2663781 0.181887013 1.226069983
## theta P146 3.793723871 0.3919655 3.025485575 4.561962166
## theta P147 2.346893378 0.3402086 1.680096763 3.013689993
## theta P148 2.120920812 0.3319523 1.470306248 2.771535375
## theta P149 2.463963305 0.3440890 1.789561173 3.138365436
## theta P150 4.931921292 0.5040984 3.943906594 5.919935990
## theta P151 1.331960857 0.2957133 0.752373522 1.911548192
## theta P152 3.643263745 0.3840819 2.890476975 4.396050515
## theta P153 2.232519366 0.3361633 1.573651480 2.891387252
## theta P154 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P155 2.463963305 0.3440890 1.789561173 3.138365436
## theta P156 2.232519366 0.3361633 1.573651480 2.891387252
## theta P157 2.232519366 0.3361633 1.573651480 2.891387252
## theta P158 6.004692051 0.7420556 4.550289725 7.459094376
## theta P159 2.232519366 0.3361633 1.573651480 2.891387252
## theta P160 1.803407495 0.3185125 1.179134376 2.427680614
## theta P161 4.116840154 0.4133577 3.306674018 4.927006289
## theta P162 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P163 6.004692051 0.7420556 4.550289725 7.459094376
## theta P164 1.906322457 0.3230945 1.273068821 2.539576093
## theta P165 1.703427668 0.3138849 1.088224552 2.318630784
## theta P166 2.232519366 0.3361633 1.573651480 2.891387252
## theta P167 6.004692051 0.7420556 4.550289725 7.459094376
## theta P168 4.116840154 0.4133577 3.306674018 4.927006289
## theta P169 1.906322457 0.3230945 1.273068821 2.539576093
## theta P170 1.703427668 0.3138849 1.088224552 2.318630784
## theta P171 0.924346468 0.2759602 0.383474484 1.465218452
## theta P172 2.705916310 0.3514895 2.017009470 3.394823150
## theta P173 1.162071109 0.2872941 0.598985035 1.725157182
## theta P174 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P175 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P176 0.924346468 0.2759602 0.383474484 1.465218452
## theta P177 2.232519366 0.3361633 1.573651480 2.891387252
## theta P178 3.357987482 0.3719261 2.629025733 4.086949231
## theta P179 1.803407495 0.3185125 1.179134376 2.427680614
## theta P180 1.162071109 0.2872941 0.598985035 1.725157182
## theta P181 4.931921292 0.5040984 3.943906594 5.919935990
## theta P182 6.004692051 0.7420556 4.550289725 7.459094376
## theta P183 2.830737803 0.3551324 2.134691178 3.526784428
## theta P184 2.463963305 0.3440890 1.789561173 3.138365436
## theta P185 1.080680052 0.2833257 0.525371946 1.635988157
## theta P186 5.208442706 0.5503194 4.129836503 6.287048910
## theta P187 3.951005479 0.4015507 3.163980502 4.738030457
## theta P188 2.705916310 0.3514895 2.017009470 3.394823150
## theta P189 4.931921292 0.5040984 3.943906594 5.919935990
## theta P190 1.512142483 0.3046543 0.915030955 2.109254012
## theta P191 3.951005479 0.4015507 3.163980502 4.738030457
## theta P192 3.357987482 0.3719261 2.629025733 4.086949231
## theta P193 3.221495670 0.3670923 2.502008030 3.940983311
## theta P194 3.951005479 0.4015507 3.163980502 4.738030457
## theta P195 2.346893378 0.3402086 1.680096763 3.013689993
## theta P196 3.951005479 0.4015507 3.163980502 4.738030457
## theta P197 1.331960857 0.2957133 0.752373522 1.911548192
## theta P198 2.120920812 0.3319523 1.470306248 2.771535375
## theta P199 4.293599824 0.4281130 3.454513707 5.132685941
## theta P200 1.703427668 0.3138849 1.088224552 2.318630784
## theta P201 6.747879349 1.0247658 4.739375375 8.756383323
## theta P202 2.830737803 0.3551324 2.134691178 3.526784428
## theta P203 2.232519366 0.3361633 1.573651480 2.891387252
## theta P204 2.346893378 0.3402086 1.680096763 3.013689993
## theta P205 4.116840154 0.4133577 3.306674018 4.927006289
## theta P206 2.232519366 0.3361633 1.573651480 2.891387252
## theta P207 3.357987482 0.3719261 2.629025733 4.086949231
## theta P208 3.643263745 0.3840819 2.890476975 4.396050515
## theta P209 2.958169854 0.3588585 2.254820196 3.661519511
## theta P210 2.583654614 0.3478343 1.901911878 3.265397349
## theta P211 2.583654614 0.3478343 1.901911878 3.265397349
## theta P212 2.958169854 0.3588585 2.254820196 3.661519511
## theta P213 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P214 3.793723871 0.3919655 3.025485575 4.561962166
## theta P215 3.643263745 0.3840819 2.890476975 4.396050515
## theta P216 2.830737803 0.3551324 2.134691178 3.526784428
## theta P217 4.116840154 0.4133577 3.306674018 4.927006289
## theta P218 6.747879349 1.0247658 4.739375375 8.756383323
## theta P219 3.357987482 0.3719261 2.629025733 4.086949231
## theta P220 3.793723871 0.3919655 3.025485575 4.561962166
## theta P221 3.951005479 0.4015507 3.163980502 4.738030457
## theta P222 5.548223286 0.6204856 4.332093764 6.764352808
## theta P223 1.331960857 0.2957133 0.752373522 1.911548192
## theta P224 3.357987482 0.3719261 2.629025733 4.086949231
## theta P225 3.498338797 0.3775048 2.758443079 4.238234514
## theta P226 3.498338797 0.3775048 2.758443079 4.238234514
## theta P227 4.293599824 0.4281130 3.454513707 5.132685941
## theta P228 2.232519366 0.3361633 1.573651480 2.891387252
## theta P229 1.080680052 0.2833257 0.525371946 1.635988157
## theta P230 5.548223286 0.6204856 4.332093764 6.764352808
## theta P231 4.484633209 0.4468737 3.608776885 5.360489534
## theta P232 4.484633209 0.4468737 3.608776885 5.360489534
## theta P233 2.958169854 0.3588585 2.254820196 3.661519511
## theta P234 4.484633209 0.4468737 3.608776885 5.360489534
## theta P235 2.120920812 0.3319523 1.470306248 2.771535375
## theta P236 1.331960857 0.2957133 0.752373522 1.911548192
## theta P237 1.331960857 0.2957133 0.752373522 1.911548192
## theta P238 1.245788742 0.2914232 0.674609814 1.816967671
## theta P239 4.694867228 0.4712873 3.771161011 5.618573446
## theta P240 2.958169854 0.3588585 2.254820196 3.661519511
## theta P241 2.583654614 0.3478343 1.901911878 3.265397349
## theta P242 1.906322457 0.3230945 1.273068821 2.539576093
## theta P243 2.463963305 0.3440890 1.789561173 3.138365436
## theta P244 2.463963305 0.3440890 1.789561173 3.138365436
## theta P245 2.346893378 0.3402086 1.680096763 3.013689993
## theta P246 2.346893378 0.3402086 1.680096763 3.013689993
## theta P247 2.346893378 0.3402086 1.680096763 3.013689993
## theta P248 2.463963305 0.3440890 1.789561173 3.138365436
## theta P249 -2.265630966 0.3852924 -3.020790241 -1.510471692
## theta P250 3.951005479 0.4015507 3.163980502 4.738030457
## theta P251 1.512142483 0.3046543 0.915030955 2.109254012
## theta P252 3.221495670 0.3670923 2.502008030 3.940983311
## theta P253 3.221495670 0.3670923 2.502008030 3.940983311
## theta P254 1.606357009 0.3092520 1.000234265 2.212479754
## theta P255 2.830737803 0.3551324 2.134691178 3.526784428
## theta P256 4.931921292 0.5040984 3.943906594 5.919935990
## theta P257 1.906322457 0.3230945 1.273068821 2.539576093
## theta P258 1.512142483 0.3046543 0.915030955 2.109254012
## theta P259 6.004692051 0.7420556 4.550289725 7.459094376
## theta P260 2.583654614 0.3478343 1.901911878 3.265397349
## theta P261 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P262 1.606357009 0.3092520 1.000234265 2.212479754
## theta P263 2.958169854 0.3588585 2.254820196 3.661519511
## theta P264 5.548223286 0.6204856 4.332093764 6.764352808
## theta P265 2.232519366 0.3361633 1.573651480 2.891387252
## theta P266 1.245788742 0.2914232 0.674609814 1.816967671
## theta P267 0.703978498 0.2663781 0.181887013 1.226069983
## theta P268 1.703427668 0.3138849 1.088224552 2.318630784
## theta P269 2.012170243 0.3275852 1.370114974 2.654225511
## theta P270 -0.855806940 0.2530593 -1.351794113 -0.359819766
## theta P271 2.232519366 0.3361633 1.573651480 2.891387252
## theta P272 2.830737803 0.3551324 2.134691178 3.526784428
## theta P273 1.420708835 0.3001312 0.832462573 2.008955098
## theta P274 3.221495670 0.3670923 2.502008030 3.940983311
## theta P275 4.931921292 0.5040984 3.943906594 5.919935990
## theta P276 2.583654614 0.3478343 1.901911878 3.265397349
## theta P277 0.775724243 0.2693709 0.247767072 1.303681414
## theta P278 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P279 6.747879349 1.0247658 4.739375375 8.756383323
## theta P280 6.747879349 1.0247658 4.739375375 8.756383323
## theta P281 5.548223286 0.6204856 4.332093764 6.764352808
## theta P282 1.703427668 0.3138849 1.088224552 2.318630784
## theta P283 2.232519366 0.3361633 1.573651480 2.891387252
## theta P284 1.703427668 0.3138849 1.088224552 2.318630784
## theta P285 6.747879349 1.0247658 4.739375375 8.756383323
## theta P286 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P287 1.162071109 0.2872941 0.598985035 1.725157182
## theta P288 -0.068206975 0.2452288 -0.548846548 0.412432598
## theta P289 1.906322457 0.3230945 1.273068821 2.539576093
## theta P290 2.346893378 0.3402086 1.680096763 3.013689993
## theta P291 2.346893378 0.3402086 1.680096763 3.013689993
## theta P292 1.512142483 0.3046543 0.915030955 2.109254012
## theta P293 6.747879349 1.0247658 4.739375375 8.756383323
## theta P294 -0.247502493 0.2439816 -0.725697627 0.230692642
## theta P295 2.583654614 0.3478343 1.901911878 3.265397349
## theta P296 3.221495670 0.3670923 2.502008030 3.940983311
## theta P297 1.331960857 0.2957133 0.752373522 1.911548192
## theta P298 4.484633209 0.4468737 3.608776885 5.360489534
## theta P299 2.346893378 0.3402086 1.680096763 3.013689993
## theta P300 2.012170243 0.3275852 1.370114974 2.654225511
## theta P301 2.120920812 0.3319523 1.470306248 2.771535375
## theta P302 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P303 1.420708835 0.3001312 0.832462573 2.008955098
## theta P304 3.221495670 0.3670923 2.502008030 3.940983311
## theta P305 -0.247502493 0.2439816 -0.725697627 0.230692642
## theta P306 2.463963305 0.3440890 1.789561173 3.138365436
## theta P307 0.564992137 0.2609803 0.053480073 1.076504202
## theta P308 3.793723871 0.3919655 3.025485575 4.561962166
## theta P309 2.958169854 0.3588585 2.254820196 3.661519511
## theta P310 -2.835680868 0.5012007 -3.818016136 -1.853345599
## theta P311 2.346893378 0.3402086 1.680096763 3.013689993
## theta P312 1.703427668 0.3138849 1.088224552 2.318630784
## theta P313 2.958169854 0.3588585 2.254820196 3.661519511
## theta P314 4.116840154 0.4133577 3.306674018 4.927006289
## theta P315 2.830737803 0.3551324 2.134691178 3.526784428
## theta P316 3.793723871 0.3919655 3.025485575 4.561962166
## theta P317 0.849137025 0.2725680 0.314913485 1.383360564
## theta P318 5.548223286 0.6204856 4.332093764 6.764352808
## theta P319 1.162071109 0.2872941 0.598985035 1.725157182
## theta P320 1.331960857 0.2957133 0.752373522 1.911548192
## theta P321 1.245788742 0.2914232 0.674609814 1.816967671
## theta P322 2.463963305 0.3440890 1.789561173 3.138365436
## theta P323 3.498338797 0.3775048 2.758443079 4.238234514
## theta P324 2.012170243 0.3275852 1.370114974 2.654225511
## theta P325 2.346893378 0.3402086 1.680096763 3.013689993
## theta P326 1.512142483 0.3046543 0.915030955 2.109254012
## theta P327 1.512142483 0.3046543 0.915030955 2.109254012
## theta P328 2.958169854 0.3588585 2.254820196 3.661519511
## theta P329 4.116840154 0.4133577 3.306674018 4.927006289
## theta P330 2.463963305 0.3440890 1.789561173 3.138365436
## theta P331 2.958169854 0.3588585 2.254820196 3.661519511
## theta P332 0.114101581 0.2480685 -0.372103796 0.600306958
## theta P333 2.958169854 0.3588585 2.254820196 3.661519511
## theta P334 1.512142483 0.3046543 0.915030955 2.109254012
## theta P335 2.958169854 0.3588585 2.254820196 3.661519511
## theta P336 1.906322457 0.3230945 1.273068821 2.539576093
## theta P337 3.357987482 0.3719261 2.629025733 4.086949231
## theta P338 0.114101581 0.2480685 -0.372103796 0.600306958
## theta P339 1.245788742 0.2914232 0.674609814 1.816967671
## theta P340 1.803407495 0.3185125 1.179134376 2.427680614
## theta P341 3.221495670 0.3670923 2.502008030 3.940983311
## theta P342 2.012170243 0.3275852 1.370114974 2.654225511
## theta P343 3.498338797 0.3775048 2.758443079 4.238234514
## theta P344 1.080680052 0.2833257 0.525371946 1.635988157
## theta P345 0.114101581 0.2480685 -0.372103796 0.600306958
## theta P346 1.803407495 0.3185125 1.179134376 2.427680614
## theta P347 1.703427668 0.3138849 1.088224552 2.318630784
## theta P348 1.420708835 0.3001312 0.832462573 2.008955098
## theta P349 1.703427668 0.3138849 1.088224552 2.318630784
## theta P350 4.116840154 0.4133577 3.306674018 4.927006289
## theta P351 1.420708835 0.3001312 0.832462573 2.008955098
## theta P352 0.564992137 0.2609803 0.053480073 1.076504202
## theta P353 0.564992137 0.2609803 0.053480073 1.076504202
## theta P354 -0.187926199 0.2442171 -0.666582828 0.290730430
## theta P355 2.120920812 0.3319523 1.470306248 2.771535375
## theta P356 4.116840154 0.4133577 3.306674018 4.927006289
## theta P357 6.747879349 1.0247658 4.739375375 8.756383323
## theta P358 0.849137025 0.2725680 0.314913485 1.383360564
## theta P359 4.931921292 0.5040984 3.943906594 5.919935990
## theta P360 1.906322457 0.3230945 1.273068821 2.539576093
## theta P361 0.924346468 0.2759602 0.383474484 1.465218452
## theta P362 5.208442706 0.5503194 4.129836503 6.287048910
## theta P363 2.463963305 0.3440890 1.789561173 3.138365436
## theta P364 2.463963305 0.3440890 1.789561173 3.138365436
## theta P365 2.830737803 0.3551324 2.134691178 3.526784428
## theta P366 1.080680052 0.2833257 0.525371946 1.635988157
## theta P367 2.583654614 0.3478343 1.901911878 3.265397349
## theta P368 2.830737803 0.3551324 2.134691178 3.526784428
## theta P369 6.747879349 1.0247658 4.739375375 8.756383323
## theta P370 0.703978498 0.2663781 0.181887013 1.226069983
## theta P371 5.208442706 0.5503194 4.129836503 6.287048910
## theta P372 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P373 1.703427668 0.3138849 1.088224552 2.318630784
## theta P374 2.012170243 0.3275852 1.370114974 2.654225511
## theta P375 2.463963305 0.3440890 1.789561173 3.138365436
## theta P376 1.606357009 0.3092520 1.000234265 2.212479754
## theta P377 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P378 1.906322457 0.3230945 1.273068821 2.539576093
## theta P379 4.694867228 0.4712873 3.771161011 5.618573446
## theta P380 6.004692051 0.7420556 4.550289725 7.459094376
## theta P381 -0.128190751 0.2446368 -0.607669971 0.351288470
## theta P382 4.484633209 0.4468737 3.608776885 5.360489534
## theta P383 0.052850703 0.2469433 -0.431149255 0.536850661
## theta P384 0.775724243 0.2693709 0.247767072 1.303681414
## theta P385 3.793723871 0.3919655 3.025485575 4.561962166
## theta P386 -0.546201966 0.2456847 -1.027735198 -0.064668733
## theta P387 1.331960857 0.2957133 0.752373522 1.911548192
## theta P388 0.564992137 0.2609803 0.053480073 1.076504202
## theta P389 3.643263745 0.3840819 2.890476975 4.396050515
## theta P390 3.221495670 0.3670923 2.502008030 3.940983311
## theta P391 1.803407495 0.3185125 1.179134376 2.427680614
## theta P392 3.357987482 0.3719261 2.629025733 4.086949231
## theta P393 1.420708835 0.3001312 0.832462573 2.008955098
## theta P394 2.583654614 0.3478343 1.901911878 3.265397349
## theta P395 1.606357009 0.3092520 1.000234265 2.212479754
## theta P396 -1.267232339 0.2731426 -1.802582050 -0.731882628
## theta P397 2.232519366 0.3361633 1.573651480 2.891387252
## theta P398 2.232519366 0.3361633 1.573651480 2.891387252
## theta P399 0.633774676 0.2635828 0.117161867 1.150387484
## theta P400 -1.504930615 0.2909077 -2.075099241 -0.934761989
## theta P401 2.012170243 0.3275852 1.370114974 2.654225511
## theta P402 2.232519366 0.3361633 1.573651480 2.891387252
## theta P403 2.705916310 0.3514895 2.017009470 3.394823150
## theta P404 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P405 3.498338797 0.3775048 2.758443079 4.238234514
## theta P406 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P407 2.120920812 0.3319523 1.470306248 2.771535375
## theta P408 -0.247502493 0.2439816 -0.725697627 0.230692642
## theta P409 0.849137025 0.2725680 0.314913485 1.383360564
## theta P410 1.331960857 0.2957133 0.752373522 1.911548192
## theta P411 5.548223286 0.6204856 4.332093764 6.764352808
## theta P412 1.331960857 0.2957133 0.752373522 1.911548192
## theta P413 -0.366537814 0.2440675 -0.844901316 0.111825688
## theta P414 2.120920812 0.3319523 1.470306248 2.771535375
## theta P415 -1.422288736 0.2841722 -1.979255928 -0.865321543
## theta P416 3.793723871 0.3919655 3.025485575 4.561962166
## theta P417 4.116840154 0.4133577 3.306674018 4.927006289
## theta P418 -0.667921033 0.2478591 -1.153716024 -0.182126042
## theta P419 2.583654614 0.3478343 1.901911878 3.265397349
## theta P420 0.775724243 0.2693709 0.247767072 1.303681414
## theta P421 4.484633209 0.4468737 3.608776885 5.360489534
## theta P422 1.080680052 0.2833257 0.525371946 1.635988157
## theta P423 1.080680052 0.2833257 0.525371946 1.635988157
## theta P424 1.803407495 0.3185125 1.179134376 2.427680614
## theta P425 1.245788742 0.2914232 0.674609814 1.816967671
## theta P426 3.088344052 0.3627959 2.377277150 3.799410955
## theta P427 4.694867228 0.4712873 3.771161011 5.618573446
## theta P428 4.293599824 0.4281130 3.454513707 5.132685941
## theta P429 3.088344052 0.3627959 2.377277150 3.799410955
## theta P430 0.564992137 0.2609803 0.053480073 1.076504202
## theta P431 5.548223286 0.6204856 4.332093764 6.764352808
## theta P432 1.331960857 0.2957133 0.752373522 1.911548192
## theta P433 1.606357009 0.3092520 1.000234265 2.212479754
## theta P434 1.803407495 0.3185125 1.179134376 2.427680614
## theta P435 4.293599824 0.4281130 3.454513707 5.132685941
## theta P436 5.548223286 0.6204856 4.332093764 6.764352808
## theta P437 2.232519366 0.3361633 1.573651480 2.891387252
## theta P438 1.080680052 0.2833257 0.525371946 1.635988157
## theta P439 1.906322457 0.3230945 1.273068821 2.539576093
## theta P440 2.012170243 0.3275852 1.370114974 2.654225511
## theta P441 1.703427668 0.3138849 1.088224552 2.318630784
## theta P442 5.548223286 0.6204856 4.332093764 6.764352808
## theta P443 2.958169854 0.3588585 2.254820196 3.661519511
## theta P444 4.293599824 0.4281130 3.454513707 5.132685941
## theta P445 6.747879349 1.0247658 4.739375375 8.756383323
## theta P446 3.357987482 0.3719261 2.629025733 4.086949231
## theta P447 2.463963305 0.3440890 1.789561173 3.138365436
## theta P448 3.793723871 0.3919655 3.025485575 4.561962166
## theta P449 1.420708835 0.3001312 0.832462573 2.008955098
## theta P450 3.793723871 0.3919655 3.025485575 4.561962166
## theta P451 1.331960857 0.2957133 0.752373522 1.911548192
## theta P452 3.088344052 0.3627959 2.377277150 3.799410955
## theta P453 4.484633209 0.4468737 3.608776885 5.360489534
## theta P454 1.512142483 0.3046543 0.915030955 2.109254012
## theta P455 3.951005479 0.4015507 3.163980502 4.738030457
## theta P456 5.208442706 0.5503194 4.129836503 6.287048910
## theta P457 -1.781442039 0.3181215 -2.404948755 -1.157935323
## theta P458 1.606357009 0.3092520 1.000234265 2.212479754
## theta P459 3.357987482 0.3719261 2.629025733 4.086949231
## theta P460 2.012170243 0.3275852 1.370114974 2.654225511
## theta P461 3.498338797 0.3775048 2.758443079 4.238234514
## theta P462 1.331960857 0.2957133 0.752373522 1.911548192
## theta P463 3.088344052 0.3627959 2.377277150 3.799410955
## theta P464 6.004692051 0.7420556 4.550289725 7.459094376
## theta P465 3.643263745 0.3840819 2.890476975 4.396050515
## theta P466 3.498338797 0.3775048 2.758443079 4.238234514
## theta P467 6.004692051 0.7420556 4.550289725 7.459094376
## theta P468 1.803407495 0.3185125 1.179134376 2.427680614
## theta P469 1.803407495 0.3185125 1.179134376 2.427680614
## theta P470 2.583654614 0.3478343 1.901911878 3.265397349
## theta P471 0.633774676 0.2635828 0.117161867 1.150387484
## theta P472 2.583654614 0.3478343 1.901911878 3.265397349
## theta P473 2.463963305 0.3440890 1.789561173 3.138365436
## theta P474 6.747879349 1.0247658 4.739375375 8.756383323
## theta P475 2.346893378 0.3402086 1.680096763 3.013689993
## theta P476 2.958169854 0.3588585 2.254820196 3.661519511
## theta P477 2.463963305 0.3440890 1.789561173 3.138365436
## theta P478 2.463963305 0.3440890 1.789561173 3.138365436
## theta P479 2.120920812 0.3319523 1.470306248 2.771535375
## theta P480 2.346893378 0.3402086 1.680096763 3.013689993
## theta P481 4.116840154 0.4133577 3.306674018 4.927006289
## theta P482 2.232519366 0.3361633 1.573651480 2.891387252
## theta P483 2.012170243 0.3275852 1.370114974 2.654225511
## theta P484 2.830737803 0.3551324 2.134691178 3.526784428
## theta P485 2.232519366 0.3361633 1.573651480 2.891387252
## theta P486 2.583654614 0.3478343 1.901911878 3.265397349
## theta P487 0.775724243 0.2693709 0.247767072 1.303681414
## theta P488 2.232519366 0.3361633 1.573651480 2.891387252
## theta P489 5.548223286 0.6204856 4.332093764 6.764352808
## theta P490 1.080680052 0.2833257 0.525371946 1.635988157
## theta P491 4.931921292 0.5040984 3.943906594 5.919935990
## theta P492 2.012170243 0.3275852 1.370114974 2.654225511
## theta P493 0.775724243 0.2693709 0.247767072 1.303681414
## theta P494 0.775724243 0.2693709 0.247767072 1.303681414
## theta P495 2.232519366 0.3361633 1.573651480 2.891387252
## theta P496 6.004692051 0.7420556 4.550289725 7.459094376
## theta P497 1.803407495 0.3185125 1.179134376 2.427680614
## theta P498 2.232519366 0.3361633 1.573651480 2.891387252
## theta P499 4.293599824 0.4281130 3.454513707 5.132685941
## theta P500 6.004692051 0.7420556 4.550289725 7.459094376
## theta P501 1.606357009 0.3092520 1.000234265 2.212479754
## theta P502 3.643263745 0.3840819 2.890476975 4.396050515
## theta P503 6.004692051 0.7420556 4.550289725 7.459094376
## theta P504 1.703427668 0.3138849 1.088224552 2.318630784
## theta P505 6.004692051 0.7420556 4.550289725 7.459094376
## theta P506 6.004692051 0.7420556 4.550289725 7.459094376
## theta P507 2.583654614 0.3478343 1.901911878 3.265397349
## theta P508 1.162071109 0.2872941 0.598985035 1.725157182
## theta P509 2.583654614 0.3478343 1.901911878 3.265397349
## theta P510 2.120920812 0.3319523 1.470306248 2.771535375
## theta P511 0.849137025 0.2725680 0.314913485 1.383360564
## theta P512 1.803407495 0.3185125 1.179134376 2.427680614
## theta P513 2.120920812 0.3319523 1.470306248 2.771535375
## theta P514 1.703427668 0.3138849 1.088224552 2.318630784
## theta P515 1.245788742 0.2914232 0.674609814 1.816967671
## theta P516 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P517 2.830737803 0.3551324 2.134691178 3.526784428
## theta P518 2.463963305 0.3440890 1.789561173 3.138365436
## theta P519 4.694867228 0.4712873 3.771161011 5.618573446
## theta P520 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P521 2.958169854 0.3588585 2.254820196 3.661519511
## theta P522 1.001483068 0.2795474 0.453580308 1.549385828
## theta P523 6.004692051 0.7420556 4.550289725 7.459094376
## theta P524 1.162071109 0.2872941 0.598985035 1.725157182
## theta P525 1.331960857 0.2957133 0.752373522 1.911548192
## theta P526 3.643263745 0.3840819 2.890476975 4.396050515
## theta P527 -0.426181061 0.2444027 -0.905201606 0.052839484
## theta P528 2.346893378 0.3402086 1.680096763 3.013689993
## theta P529 5.208442706 0.5503194 4.129836503 6.287048910
## theta P530 -4.218123838 0.9981460 -6.174454126 -2.261793551
## theta P531 2.232519366 0.3361633 1.573651480 2.891387252
## theta P532 -1.122812725 0.2646401 -1.641497753 -0.604127697
## theta P533 2.120920812 0.3319523 1.470306248 2.771535375
## theta P534 1.606357009 0.3092520 1.000234265 2.212479754
## theta P535 4.116840154 0.4133577 3.306674018 4.927006289
## theta P536 1.331960857 0.2957133 0.752373522 1.911548192
## theta P537 2.830737803 0.3551324 2.134691178 3.526784428
## theta P538 2.346893378 0.3402086 1.680096763 3.013689993
## theta P539 3.643263745 0.3840819 2.890476975 4.396050515
## theta P540 6.747879349 1.0247658 4.739375375 8.756383323
## theta P541 3.357987482 0.3719261 2.629025733 4.086949231
## theta P542 2.830737803 0.3551324 2.134691178 3.526784428
## theta P543 5.548223286 0.6204856 4.332093764 6.764352808
## theta P544 1.906322457 0.3230945 1.273068821 2.539576093
## theta P545 5.208442706 0.5503194 4.129836503 6.287048910
## theta P546 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P547 6.004692051 0.7420556 4.550289725 7.459094376
## theta P548 2.958169854 0.3588585 2.254820196 3.661519511
## theta P549 3.088344052 0.3627959 2.377277150 3.799410955
## theta P550 3.951005479 0.4015507 3.163980502 4.738030457
## theta P551 2.463963305 0.3440890 1.789561173 3.138365436
## theta P552 4.116840154 0.4133577 3.306674018 4.927006289
## theta P553 6.004692051 0.7420556 4.550289725 7.459094376
## theta P554 6.747879349 1.0247658 4.739375375 8.756383323
## theta P555 1.803407495 0.3185125 1.179134376 2.427680614
## theta P556 2.232519366 0.3361633 1.573651480 2.891387252
## theta P557 2.120920812 0.3319523 1.470306248 2.771535375
## theta P558 3.088344052 0.3627959 2.377277150 3.799410955
## theta P559 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P560 6.004692051 0.7420556 4.550289725 7.459094376
## theta P561 5.548223286 0.6204856 4.332093764 6.764352808
## theta P562 4.116840154 0.4133577 3.306674018 4.927006289
## theta P563 2.012170243 0.3275852 1.370114974 2.654225511
## theta P564 4.931921292 0.5040984 3.943906594 5.919935990
## theta P565 3.221495670 0.3670923 2.502008030 3.940983311
## theta P566 0.924346468 0.2759602 0.383474484 1.465218452
## theta P567 3.357987482 0.3719261 2.629025733 4.086949231
## theta P568 1.803407495 0.3185125 1.179134376 2.427680614
## theta P569 3.357987482 0.3719261 2.629025733 4.086949231
## theta P570 6.004692051 0.7420556 4.550289725 7.459094376
## theta P571 4.931921292 0.5040984 3.943906594 5.919935990
## theta P572 0.052850703 0.2469433 -0.431149255 0.536850661
## theta P573 3.643263745 0.3840819 2.890476975 4.396050515
## theta P574 1.703427668 0.3138849 1.088224552 2.318630784
## theta P575 4.293599824 0.4281130 3.454513707 5.132685941
## theta P576 1.001483068 0.2795474 0.453580308 1.549385828
## theta P577 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P578 3.793723871 0.3919655 3.025485575 4.561962166
## theta P579 1.162071109 0.2872941 0.598985035 1.725157182
## theta P580 1.331960857 0.2957133 0.752373522 1.911548192
## theta P581 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P582 2.346893378 0.3402086 1.680096763 3.013689993
## theta P583 1.803407495 0.3185125 1.179134376 2.427680614
## theta P584 6.004692051 0.7420556 4.550289725 7.459094376
## theta P585 2.232519366 0.3361633 1.573651480 2.891387252
## theta P586 4.116840154 0.4133577 3.306674018 4.927006289
## theta P587 1.331960857 0.2957133 0.752373522 1.911548192
## theta P588 3.643263745 0.3840819 2.890476975 4.396050515
## theta P589 0.775724243 0.2693709 0.247767072 1.303681414
## theta P590 -0.128190751 0.2446368 -0.607669971 0.351288470
## theta P591 -2.835680868 0.5012007 -3.818016136 -1.853345599
## theta P592 0.703978498 0.2663781 0.181887013 1.226069983
## theta P593 1.803407495 0.3185125 1.179134376 2.427680614
## theta P594 4.931921292 0.5040984 3.943906594 5.919935990
## theta P595 2.463963305 0.3440890 1.789561173 3.138365436
## theta P596 1.245788742 0.2914232 0.674609814 1.816967671
## theta P597 2.232519366 0.3361633 1.573651480 2.891387252
## theta P598 1.331960857 0.2957133 0.752373522 1.911548192
## theta P599 2.463963305 0.3440890 1.789561173 3.138365436
## theta P600 1.906322457 0.3230945 1.273068821 2.539576093
## theta P601 3.357987482 0.3719261 2.629025733 4.086949231
## theta P602 3.643263745 0.3840819 2.890476975 4.396050515
## theta P603 3.357987482 0.3719261 2.629025733 4.086949231
## theta P604 1.703427668 0.3138849 1.088224552 2.318630784
## theta P605 4.484633209 0.4468737 3.608776885 5.360489534
## theta P606 6.004692051 0.7420556 4.550289725 7.459094376
## theta P607 4.293599824 0.4281130 3.454513707 5.132685941
## theta P608 2.830737803 0.3551324 2.134691178 3.526784428
## theta P609 2.120920812 0.3319523 1.470306248 2.771535375
## theta P610 6.004692051 0.7420556 4.550289725 7.459094376
## theta P611 1.001483068 0.2795474 0.453580308 1.549385828
## theta P612 -0.667921033 0.2478591 -1.153716024 -0.182126042
## theta P613 4.931921292 0.5040984 3.943906594 5.919935990
## theta P614 3.951005479 0.4015507 3.163980502 4.738030457
## theta P615 3.951005479 0.4015507 3.163980502 4.738030457
## theta P616 6.747879349 1.0247658 4.739375375 8.756383323
## theta P617 6.747879349 1.0247658 4.739375375 8.756383323
## theta P618 1.245788742 0.2914232 0.674609814 1.816967671
## theta P619 3.951005479 0.4015507 3.163980502 4.738030457
## theta P620 1.331960857 0.2957133 0.752373522 1.911548192
## theta P621 2.232519366 0.3361633 1.573651480 2.891387252
## theta P622 1.803407495 0.3185125 1.179134376 2.427680614
## theta P623 2.120920812 0.3319523 1.470306248 2.771535375
## theta P624 3.951005479 0.4015507 3.163980502 4.738030457
## theta P625 3.088344052 0.3627959 2.377277150 3.799410955
## theta P626 4.116840154 0.4133577 3.306674018 4.927006289
## theta P627 4.484633209 0.4468737 3.608776885 5.360489534
## theta P628 6.747879349 1.0247658 4.739375375 8.756383323
## theta P629 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P630 4.484633209 0.4468737 3.608776885 5.360489534
## theta P631 1.162071109 0.2872941 0.598985035 1.725157182
## theta P632 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P633 6.747879349 1.0247658 4.739375375 8.756383323
## theta P634 1.001483068 0.2795474 0.453580308 1.549385828
## theta P635 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P636 4.931921292 0.5040984 3.943906594 5.919935990
## theta P637 5.208442706 0.5503194 4.129836503 6.287048910
## theta P638 3.951005479 0.4015507 3.163980502 4.738030457
## theta P639 3.221495670 0.3670923 2.502008030 3.940983311
## theta P640 4.116840154 0.4133577 3.306674018 4.927006289
## theta P641 2.120920812 0.3319523 1.470306248 2.771535375
## theta P642 6.004692051 0.7420556 4.550289725 7.459094376
## theta P643 3.951005479 0.4015507 3.163980502 4.738030457
## theta P644 1.245788742 0.2914232 0.674609814 1.816967671
## theta P645 1.803407495 0.3185125 1.179134376 2.427680614
## theta P646 6.747879349 1.0247658 4.739375375 8.756383323
## theta P647 4.484633209 0.4468737 3.608776885 5.360489534
## theta P648 6.747879349 1.0247658 4.739375375 8.756383323
## theta P649 6.747879349 1.0247658 4.739375375 8.756383323
## theta P650 5.208442706 0.5503194 4.129836503 6.287048910
## theta P651 4.931921292 0.5040984 3.943906594 5.919935990
## theta P652 4.484633209 0.4468737 3.608776885 5.360489534
## theta P653 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P654 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P655 4.293599824 0.4281130 3.454513707 5.132685941
## theta P656 6.747879349 1.0247658 4.739375375 8.756383323
## theta P657 3.221495670 0.3670923 2.502008030 3.940983311
## theta P658 6.004692051 0.7420556 4.550289725 7.459094376
## theta P659 4.116840154 0.4133577 3.306674018 4.927006289
## theta P660 4.931921292 0.5040984 3.943906594 5.919935990
## theta P661 2.346893378 0.3402086 1.680096763 3.013689993
## theta P662 5.208442706 0.5503194 4.129836503 6.287048910
## theta P663 2.958169854 0.3588585 2.254820196 3.661519511
## theta P664 5.548223286 0.6204856 4.332093764 6.764352808
## theta P665 1.703427668 0.3138849 1.088224552 2.318630784
## theta P666 3.951005479 0.4015507 3.163980502 4.738030457
## theta P667 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P668 2.346893378 0.3402086 1.680096763 3.013689993
## theta P669 -0.068206975 0.2452288 -0.548846548 0.412432598
## theta P670 3.643263745 0.3840819 2.890476975 4.396050515
## theta P671 2.012170243 0.3275852 1.370114974 2.654225511
## theta P672 1.703427668 0.3138849 1.088224552 2.318630784
## theta P673 6.004692051 0.7420556 4.550289725 7.459094376
## theta P674 0.633774676 0.2635828 0.117161867 1.150387484
## theta P675 0.703978498 0.2663781 0.181887013 1.226069983
## theta P676 1.001483068 0.2795474 0.453580308 1.549385828
## theta P677 2.120920812 0.3319523 1.470306248 2.771535375
## theta P678 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P679 2.012170243 0.3275852 1.370114974 2.654225511
## theta P680 2.583654614 0.3478343 1.901911878 3.265397349
## theta P681 3.498338797 0.3775048 2.758443079 4.238234514
## theta P682 2.232519366 0.3361633 1.573651480 2.891387252
## theta P683 1.331960857 0.2957133 0.752373522 1.911548192
## theta P684 6.747879349 1.0247658 4.739375375 8.756383323
## theta P685 2.830737803 0.3551324 2.134691178 3.526784428
## theta P686 5.548223286 0.6204856 4.332093764 6.764352808
## theta P687 2.463963305 0.3440890 1.789561173 3.138365436
## theta P688 0.633774676 0.2635828 0.117161867 1.150387484
## theta P689 2.705916310 0.3514895 2.017009470 3.394823150
## theta P690 4.694867228 0.4712873 3.771161011 5.618573446
## theta P691 1.703427668 0.3138849 1.088224552 2.318630784
## theta P692 3.357987482 0.3719261 2.629025733 4.086949231
## theta P693 1.906322457 0.3230945 1.273068821 2.539576093
## theta P694 2.958169854 0.3588585 2.254820196 3.661519511
## theta P695 2.463963305 0.3440890 1.789561173 3.138365436
## theta P696 2.830737803 0.3551324 2.134691178 3.526784428
## theta P697 4.116840154 0.4133577 3.306674018 4.927006289
## theta P698 -2.000545318 0.3452477 -2.677218466 -1.323872169
## theta P699 3.498338797 0.3775048 2.758443079 4.238234514
## theta P700 1.245788742 0.2914232 0.674609814 1.816967671
## theta P701 4.484633209 0.4468737 3.608776885 5.360489534
## theta P702 4.293599824 0.4281130 3.454513707 5.132685941
## theta P703 -0.007889125 0.2459982 -0.490036829 0.474258579
## theta P704 2.232519366 0.3361633 1.573651480 2.891387252
## theta P705 3.643263745 0.3840819 2.890476975 4.396050515
## theta P706 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P707 5.208442706 0.5503194 4.129836503 6.287048910
## theta P708 3.793723871 0.3919655 3.025485575 4.561962166
## theta P709 1.606357009 0.3092520 1.000234265 2.212479754
## theta P710 0.924346468 0.2759602 0.383474484 1.465218452
## theta P711 6.747879349 1.0247658 4.739375375 8.756383323
## theta P712 2.120920812 0.3319523 1.470306248 2.771535375
## theta P713 2.463963305 0.3440890 1.789561173 3.138365436
## theta P714 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P715 1.001483068 0.2795474 0.453580308 1.549385828
## theta P716 1.703427668 0.3138849 1.088224552 2.318630784
## theta P717 5.208442706 0.5503194 4.129836503 6.287048910
## theta P718 -0.486034852 0.2449369 -0.966102362 -0.005967342
## theta P719 1.803407495 0.3185125 1.179134376 2.427680614
## theta P720 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P721 3.357987482 0.3719261 2.629025733 4.086949231
## theta P722 -0.366537814 0.2440675 -0.844901316 0.111825688
## theta P723 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P724 -0.366537814 0.2440675 -0.844901316 0.111825688
## theta P725 1.420708835 0.3001312 0.832462573 2.008955098
## theta P726 0.849137025 0.2725680 0.314913485 1.383360564
## theta P727 -2.265630966 0.3852924 -3.020790241 -1.510471692
## theta P728 2.463963305 0.3440890 1.789561173 3.138365436
## theta P729 1.331960857 0.2957133 0.752373522 1.911548192
## theta P730 2.583654614 0.3478343 1.901911878 3.265397349
## theta P731 2.232519366 0.3361633 1.573651480 2.891387252
## theta P732 -0.855806940 0.2530593 -1.351794113 -0.359819766
## theta P733 -1.504930615 0.2909077 -2.075099241 -0.934761989
## theta P734 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P735 0.924346468 0.2759602 0.383474484 1.465218452
## theta P736 -0.426181061 0.2444027 -0.905201606 0.052839484
## theta P737 1.245788742 0.2914232 0.674609814 1.816967671
## theta P738 1.245788742 0.2914232 0.674609814 1.816967671
## theta P739 -0.187926199 0.2442171 -0.666582828 0.290730430
## theta P740 -0.667921033 0.2478591 -1.153716024 -0.182126042
## theta P741 0.924346468 0.2759602 0.383474484 1.465218452
## theta P742 4.931921292 0.5040984 3.943906594 5.919935990
## theta P743 6.747879349 1.0247658 4.739375375 8.756383323
## theta P744 1.245788742 0.2914232 0.674609814 1.816967671
## theta P745 6.747879349 1.0247658 4.739375375 8.756383323
## theta P746 3.951005479 0.4015507 3.163980502 4.738030457
## theta P747 1.162071109 0.2872941 0.598985035 1.725157182
## theta P748 2.463963305 0.3440890 1.789561173 3.138365436
## theta P749 5.208442706 0.5503194 4.129836503 6.287048910
## theta P750 3.357987482 0.3719261 2.629025733 4.086949231
## theta P751 4.293599824 0.4281130 3.454513707 5.132685941
## theta P752 4.116840154 0.4133577 3.306674018 4.927006289
## theta P753 3.793723871 0.3919655 3.025485575 4.561962166
## theta P754 6.004692051 0.7420556 4.550289725 7.459094376
## theta P755 2.012170243 0.3275852 1.370114974 2.654225511
## theta P756 3.357987482 0.3719261 2.629025733 4.086949231
## theta P757 2.012170243 0.3275852 1.370114974 2.654225511
## theta P758 1.245788742 0.2914232 0.674609814 1.816967671
## theta P759 5.208442706 0.5503194 4.129836503 6.287048910
## theta P760 4.931921292 0.5040984 3.943906594 5.919935990
## theta P761 2.705916310 0.3514895 2.017009470 3.394823150
## theta P762 4.694867228 0.4712873 3.771161011 5.618573446
## theta P763 1.162071109 0.2872941 0.598985035 1.725157182
## theta P764 4.293599824 0.4281130 3.454513707 5.132685941
## theta P765 1.803407495 0.3185125 1.179134376 2.427680614
## theta P766 1.420708835 0.3001312 0.832462573 2.008955098
## theta P767 6.747879349 1.0247658 4.739375375 8.756383323
## theta P768 3.221495670 0.3670923 2.502008030 3.940983311
## theta P769 1.606357009 0.3092520 1.000234265 2.212479754
## theta P770 6.747879349 1.0247658 4.739375375 8.756383323
## theta P771 2.463963305 0.3440890 1.789561173 3.138365436
## theta P772 1.331960857 0.2957133 0.752373522 1.911548192
## theta P773 1.512142483 0.3046543 0.915030955 2.109254012
## theta P774 5.548223286 0.6204856 4.332093764 6.764352808
## theta P775 4.931921292 0.5040984 3.943906594 5.919935990
## theta P776 1.803407495 0.3185125 1.179134376 2.427680614
## theta P777 6.747879349 1.0247658 4.739375375 8.756383323
## theta P778 1.080680052 0.2833257 0.525371946 1.635988157
## theta P779 3.793723871 0.3919655 3.025485575 4.561962166
## theta P780 1.606357009 0.3092520 1.000234265 2.212479754
## theta P781 -0.667921033 0.2478591 -1.153716024 -0.182126042
## theta P782 -1.267232339 0.2731426 -1.802582050 -0.731882628
## theta P783 2.583654614 0.3478343 1.901911878 3.265397349
## theta P784 6.747879349 1.0247658 4.739375375 8.756383323
## theta P785 2.583654614 0.3478343 1.901911878 3.265397349
## theta P786 2.346893378 0.3402086 1.680096763 3.013689993
## theta P787 1.162071109 0.2872941 0.598985035 1.725157182
## theta P788 1.245788742 0.2914232 0.674609814 1.816967671
## theta P789 0.924346468 0.2759602 0.383474484 1.465218452
## theta P790 -1.267232339 0.2731426 -1.802582050 -0.731882628
## theta P791 6.747879349 1.0247658 4.739375375 8.756383323
## theta P792 2.958169854 0.3588585 2.254820196 3.661519511
## theta P793 3.221495670 0.3670923 2.502008030 3.940983311
## theta P794 0.431233372 0.2563641 -0.071230946 0.933697690
## theta P795 2.583654614 0.3478343 1.901911878 3.265397349
## theta P796 2.705916310 0.3514895 2.017009470 3.394823150
## theta P797 6.004692051 0.7420556 4.550289725 7.459094376
## theta P798 4.931921292 0.5040984 3.943906594 5.919935990
## theta P799 2.463963305 0.3440890 1.789561173 3.138365436
## theta P800 1.331960857 0.2957133 0.752373522 1.911548192
## theta P801 -0.128190751 0.2446368 -0.607669971 0.351288470
## theta P802 3.643263745 0.3840819 2.890476975 4.396050515
## theta P803 2.346893378 0.3402086 1.680096763 3.013689993
## theta P804 2.463963305 0.3440890 1.789561173 3.138365436
## theta P805 5.548223286 0.6204856 4.332093764 6.764352808
## theta P806 -1.781442039 0.3181215 -2.404948755 -1.157935323
## theta P807 6.747879349 1.0247658 4.739375375 8.756383323
## theta P808 2.232519366 0.3361633 1.573651480 2.891387252
## theta P809 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P810 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P811 0.633774676 0.2635828 0.117161867 1.150387484
## theta P812 2.232519366 0.3361633 1.573651480 2.891387252
## theta P813 1.001483068 0.2795474 0.453580308 1.549385828
## theta P814 -0.546201966 0.2456847 -1.027735198 -0.064668733
## theta P815 2.232519366 0.3361633 1.573651480 2.891387252
## theta P816 3.088344052 0.3627959 2.377277150 3.799410955
## theta P817 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P818 2.463963305 0.3440890 1.789561173 3.138365436
## theta P819 2.583654614 0.3478343 1.901911878 3.265397349
## theta P820 2.705916310 0.3514895 2.017009470 3.394823150
## theta P821 1.512142483 0.3046543 0.915030955 2.109254012
## theta P822 0.849137025 0.2725680 0.314913485 1.383360564
## theta P823 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P824 2.120920812 0.3319523 1.470306248 2.771535375
## theta P825 1.703427668 0.3138849 1.088224552 2.318630784
## theta P826 2.346893378 0.3402086 1.680096763 3.013689993
## theta P827 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P828 4.931921292 0.5040984 3.943906594 5.919935990
## theta P829 3.643263745 0.3840819 2.890476975 4.396050515
## theta P830 -0.792289901 0.2510452 -1.284329519 -0.300250284
## theta P831 3.793723871 0.3919655 3.025485575 4.561962166
## theta P832 2.346893378 0.3402086 1.680096763 3.013689993
## theta P833 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P834 -0.007889125 0.2459982 -0.490036829 0.474258579
## theta P835 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P836 1.420708835 0.3001312 0.832462573 2.008955098
## theta P837 0.775724243 0.2693709 0.247767072 1.303681414
## theta P838 0.052850703 0.2469433 -0.431149255 0.536850661
## theta P839 2.463963305 0.3440890 1.789561173 3.138365436
## theta P840 1.331960857 0.2957133 0.752373522 1.911548192
## theta P841 4.116840154 0.4133577 3.306674018 4.927006289
## theta P842 1.906322457 0.3230945 1.273068821 2.539576093
## theta P843 3.221495670 0.3670923 2.502008030 3.940983311
## theta P844 2.120920812 0.3319523 1.470306248 2.771535375
## theta P845 -1.504930615 0.2909077 -2.075099241 -0.934761989
## theta P846 4.116840154 0.4133577 3.306674018 4.927006289
## theta P847 2.705916310 0.3514895 2.017009470 3.394823150
## theta P848 5.208442706 0.5503194 4.129836503 6.287048910
## theta P849 4.484633209 0.4468737 3.608776885 5.360489534
## theta P850 -0.307008896 0.2439341 -0.785110861 0.171093068
## theta P851 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P852 2.232519366 0.3361633 1.573651480 2.891387252
## theta P853 2.463963305 0.3440890 1.789561173 3.138365436
## theta P854 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P855 0.633774676 0.2635828 0.117161867 1.150387484
## theta P856 2.346893378 0.3402086 1.680096763 3.013689993
## theta P857 6.747879349 1.0247658 4.739375375 8.756383323
## theta P858 -1.122812725 0.2646401 -1.641497753 -0.604127697
## theta P859 2.705916310 0.3514895 2.017009470 3.394823150
## theta P860 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P861 0.849137025 0.2725680 0.314913485 1.383360564
## theta P862 2.830737803 0.3551324 2.134691178 3.526784428
## theta P863 0.775724243 0.2693709 0.247767072 1.303681414
## theta P864 2.583654614 0.3478343 1.901911878 3.265397349
## theta P865 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P866 0.924346468 0.2759602 0.383474484 1.465218452
## theta P867 1.803407495 0.3185125 1.179134376 2.427680614
## theta P868 2.463963305 0.3440890 1.789561173 3.138365436
## theta P869 -0.187926199 0.2442171 -0.666582828 0.290730430
## theta P870 0.633774676 0.2635828 0.117161867 1.150387484
## theta P871 1.331960857 0.2957133 0.752373522 1.911548192
## theta P872 2.958169854 0.3588585 2.254820196 3.661519511
## theta P873 3.643263745 0.3840819 2.890476975 4.396050515
## theta P874 0.633774676 0.2635828 0.117161867 1.150387484
## theta P875 2.012170243 0.3275852 1.370114974 2.654225511
## theta P876 2.463963305 0.3440890 1.789561173 3.138365436
## theta P877 2.830737803 0.3551324 2.134691178 3.526784428
## theta P878 4.694867228 0.4712873 3.771161011 5.618573446
## theta P879 1.420708835 0.3001312 0.832462573 2.008955098
## theta P880 1.245788742 0.2914232 0.674609814 1.816967671
## theta P881 3.498338797 0.3775048 2.758443079 4.238234514
## theta P882 1.162071109 0.2872941 0.598985035 1.725157182
## theta P883 -0.247502493 0.2439816 -0.725697627 0.230692642
## theta P884 4.931921292 0.5040984 3.943906594 5.919935990
## theta P885 2.463963305 0.3440890 1.789561173 3.138365436
## theta P886 2.346893378 0.3402086 1.680096763 3.013689993
## theta P887 4.931921292 0.5040984 3.943906594 5.919935990
## theta P888 3.221495670 0.3670923 2.502008030 3.940983311
## theta P889 1.001483068 0.2795474 0.453580308 1.549385828
## theta P890 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P891 2.232519366 0.3361633 1.573651480 2.891387252
## theta P892 5.208442706 0.5503194 4.129836503 6.287048910
## theta P893 1.906322457 0.3230945 1.273068821 2.539576093
## theta P894 0.924346468 0.2759602 0.383474484 1.465218452
## theta P895 3.498338797 0.3775048 2.758443079 4.238234514
## theta P896 0.114101581 0.2480685 -0.372103796 0.600306958
## theta P897 2.346893378 0.3402086 1.680096763 3.013689993
## theta P898 4.484633209 0.4468737 3.608776885 5.360489534
## theta P899 4.293599824 0.4281130 3.454513707 5.132685941
## theta P900 -0.068206975 0.2452288 -0.548846548 0.412432598
## theta P901 0.052850703 0.2469433 -0.431149255 0.536850661
## theta P902 -0.007889125 0.2459982 -0.490036829 0.474258579
## theta P903 1.162071109 0.2872941 0.598985035 1.725157182
## theta P904 1.001483068 0.2795474 0.453580308 1.549385828
## theta P905 2.958169854 0.3588585 2.254820196 3.661519511
## theta P906 1.245788742 0.2914232 0.674609814 1.816967671
## theta P907 0.775724243 0.2693709 0.247767072 1.303681414
## theta P908 1.162071109 0.2872941 0.598985035 1.725157182
## theta P909 2.120920812 0.3319523 1.470306248 2.771535375
## theta P910 1.331960857 0.2957133 0.752373522 1.911548192
## theta P911 2.120920812 0.3319523 1.470306248 2.771535375
## theta P912 6.747879349 1.0247658 4.739375375 8.756383323
## theta P913 3.498338797 0.3775048 2.758443079 4.238234514
## theta P914 3.088344052 0.3627959 2.377277150 3.799410955
## theta P915 4.116840154 0.4133577 3.306674018 4.927006289
## theta P916 2.012170243 0.3275852 1.370114974 2.654225511
## theta P917 1.703427668 0.3138849 1.088224552 2.318630784
## theta P918 2.120920812 0.3319523 1.470306248 2.771535375
## theta P919 0.775724243 0.2693709 0.247767072 1.303681414
## theta P920 3.088344052 0.3627959 2.377277150 3.799410955
## theta P921 4.484633209 0.4468737 3.608776885 5.360489534
## theta P922 4.931921292 0.5040984 3.943906594 5.919935990
## theta P923 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P924 3.357987482 0.3719261 2.629025733 4.086949231
## theta P925 3.088344052 0.3627959 2.377277150 3.799410955
## theta P926 1.512142483 0.3046543 0.915030955 2.109254012
## theta P927 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P928 1.703427668 0.3138849 1.088224552 2.318630784
## theta P929 2.463963305 0.3440890 1.789561173 3.138365436
## theta P930 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P931 0.849137025 0.2725680 0.314913485 1.383360564
## theta P932 2.463963305 0.3440890 1.789561173 3.138365436
## theta P933 2.120920812 0.3319523 1.470306248 2.771535375
## theta P934 -3.527925130 0.7054763 -4.910633178 -2.145217082
## theta P935 1.420708835 0.3001312 0.832462573 2.008955098
## theta P936 2.830737803 0.3551324 2.134691178 3.526784428
## theta P937 2.583654614 0.3478343 1.901911878 3.265397349
## theta P938 3.498338797 0.3775048 2.758443079 4.238234514
## theta P939 1.512142483 0.3046543 0.915030955 2.109254012
## theta P940 1.162071109 0.2872941 0.598985035 1.725157182
## theta P941 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P942 3.221495670 0.3670923 2.502008030 3.940983311
## theta P943 -0.366537814 0.2440675 -0.844901316 0.111825688
## theta P944 1.803407495 0.3185125 1.179134376 2.427680614
## theta P945 2.120920812 0.3319523 1.470306248 2.771535375
## theta P946 3.357987482 0.3719261 2.629025733 4.086949231
## theta P947 0.775724243 0.2693709 0.247767072 1.303681414
## theta P948 2.346893378 0.3402086 1.680096763 3.013689993
## theta P949 1.703427668 0.3138849 1.088224552 2.318630784
## theta P950 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P951 1.906322457 0.3230945 1.273068821 2.539576093
## theta P952 4.293599824 0.4281130 3.454513707 5.132685941
## theta P953 2.583654614 0.3478343 1.901911878 3.265397349
## theta P954 1.080680052 0.2833257 0.525371946 1.635988157
## theta P955 0.703978498 0.2663781 0.181887013 1.226069983
## theta P956 0.849137025 0.2725680 0.314913485 1.383360564
## theta P957 1.245788742 0.2914232 0.674609814 1.816967671
## theta P958 1.703427668 0.3138849 1.088224552 2.318630784
## theta P959 2.705916310 0.3514895 2.017009470 3.394823150
## theta P960 1.906322457 0.3230945 1.273068821 2.539576093
## theta P961 1.803407495 0.3185125 1.179134376 2.427680614
## theta P962 1.803407495 0.3185125 1.179134376 2.427680614
## theta P963 4.116840154 0.4133577 3.306674018 4.927006289
## theta P964 4.931921292 0.5040984 3.943906594 5.919935990
## theta P965 5.208442706 0.5503194 4.129836503 6.287048910
## theta P966 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P967 2.830737803 0.3551324 2.134691178 3.526784428
## theta P968 2.830737803 0.3551324 2.134691178 3.526784428
## theta P969 6.747879349 1.0247658 4.739375375 8.756383323
## theta P970 3.221495670 0.3670923 2.502008030 3.940983311
## theta P971 2.958169854 0.3588585 2.254820196 3.661519511
## theta P972 4.694867228 0.4712873 3.771161011 5.618573446
## theta P973 4.293599824 0.4281130 3.454513707 5.132685941
## theta P974 3.221495670 0.3670923 2.502008030 3.940983311
## theta P975 4.293599824 0.4281130 3.454513707 5.132685941
## theta P976 -0.007889125 0.2459982 -0.490036829 0.474258579
## theta P977 1.703427668 0.3138849 1.088224552 2.318630784
## theta P978 1.512142483 0.3046543 0.915030955 2.109254012
## theta P979 1.331960857 0.2957133 0.752373522 1.911548192
## theta P980 4.293599824 0.4281130 3.454513707 5.132685941
## theta P981 5.208442706 0.5503194 4.129836503 6.287048910
## theta P982 0.703978498 0.2663781 0.181887013 1.226069983
## theta P983 2.583654614 0.3478343 1.901911878 3.265397349
## theta P984 0.052850703 0.2469433 -0.431149255 0.536850661
## theta P985 4.931921292 0.5040984 3.943906594 5.919935990
## theta P986 1.331960857 0.2957133 0.752373522 1.911548192
## theta P987 -0.128190751 0.2446368 -0.607669971 0.351288470
## theta P988 4.116840154 0.4133577 3.306674018 4.927006289
## theta P989 0.703978498 0.2663781 0.181887013 1.226069983
## theta P990 0.924346468 0.2759602 0.383474484 1.465218452
## theta P991 4.931921292 0.5040984 3.943906594 5.919935990
## theta P992 3.357987482 0.3719261 2.629025733 4.086949231
## theta P993 2.120920812 0.3319523 1.470306248 2.771535375
## theta P994 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P995 2.830737803 0.3551324 2.134691178 3.526784428
## theta P996 5.548223286 0.6204856 4.332093764 6.764352808
## theta P997 2.120920812 0.3319523 1.470306248 2.771535375
## theta P998 0.564992137 0.2609803 0.053480073 1.076504202
## theta P999 5.548223286 0.6204856 4.332093764 6.764352808
## theta P1000 1.803407495 0.3185125 1.179134376 2.427680614
## theta P1001 1.512142483 0.3046543 0.915030955 2.109254012
## theta P1002 2.232519366 0.3361633 1.573651480 2.891387252
## theta P1003 6.747879349 1.0247658 4.739375375 8.756383323
## theta P1004 0.775724243 0.2693709 0.247767072 1.303681414
## theta P1005 2.583654614 0.3478343 1.901911878 3.265397349
## theta P1006 -0.486034852 0.2449369 -0.966102362 -0.005967342
## theta P1007 1.420708835 0.3001312 0.832462573 2.008955098
## theta P1008 0.497515287 0.2585792 -0.009290577 1.004321150
## theta P1009 3.643263745 0.3840819 2.890476975 4.396050515
## theta P1010 2.012170243 0.3275852 1.370114974 2.654225511
## theta P1011 3.088344052 0.3627959 2.377277150 3.799410955
## theta P1012 1.703427668 0.3138849 1.088224552 2.318630784
## theta P1013 4.694867228 0.4712873 3.771161011 5.618573446
## theta P1014 6.747879349 1.0247658 4.739375375 8.756383323
## theta P1015 2.232519366 0.3361633 1.573651480 2.891387252
## theta P1016 -0.792289901 0.2510452 -1.284329519 -0.300250284
## theta P1017 3.793723871 0.3919655 3.025485575 4.561962166
## theta P1018 6.004692051 0.7420556 4.550289725 7.459094376
## theta P1019 3.793723871 0.3919655 3.025485575 4.561962166
## theta P1020 1.803407495 0.3185125 1.179134376 2.427680614
## theta P1021 1.331960857 0.2957133 0.752373522 1.911548192
## theta P1022 2.120920812 0.3319523 1.470306248 2.771535375
## theta P1023 1.703427668 0.3138849 1.088224552 2.318630784
## theta P1024 2.232519366 0.3361633 1.573651480 2.891387252
## theta P1025 2.120920812 0.3319523 1.470306248 2.771535375
## theta P1026 2.958169854 0.3588585 2.254820196 3.661519511
## theta P1027 1.906322457 0.3230945 1.273068821 2.539576093
## theta P1028 4.694867228 0.4712873 3.771161011 5.618573446
## theta P1029 1.703427668 0.3138849 1.088224552 2.318630784
## theta P1030 4.116840154 0.4133577 3.306674018 4.927006289
## theta P1031 1.245788742 0.2914232 0.674609814 1.816967671
## theta P1032 2.583654614 0.3478343 1.901911878 3.265397349
## theta P1033 1.331960857 0.2957133 0.752373522 1.911548192
## theta P1034 0.775724243 0.2693709 0.247767072 1.303681414
## theta P1035 2.830737803 0.3551324 2.134691178 3.526784428
## theta P1036 5.208442706 0.5503194 4.129836503 6.287048910
## theta P1037 4.484633209 0.4468737 3.608776885 5.360489534
## theta P1038 2.012170243 0.3275852 1.370114974 2.654225511
## theta P1039 0.175953375 0.2493685 -0.312799903 0.664706652
## theta P1040 3.221495670 0.3670923 2.502008030 3.940983311
## theta P1041 0.633774676 0.2635828 0.117161867 1.150387484
## theta P1042 0.366038871 0.2543410 -0.132460282 0.864538023
## theta P1043 2.583654614 0.3478343 1.901911878 3.265397349
## theta P1044 4.116840154 0.4133577 3.306674018 4.927006289
## theta P1045 3.498338797 0.3775048 2.758443079 4.238234514
## theta P1046 5.548223286 0.6204856 4.332093764 6.764352808
## theta P1047 2.830737803 0.3551324 2.134691178 3.526784428
## theta P1048 1.001483068 0.2795474 0.453580308 1.549385828
## theta P1049 0.924346468 0.2759602 0.383474484 1.465218452
## theta P1050 1.703427668 0.3138849 1.088224552 2.318630784
## theta P1051 0.849137025 0.2725680 0.314913485 1.383360564
## theta P1052 2.346893378 0.3402086 1.680096763 3.013689993
## theta P1053 -0.729710233 0.2493192 -1.218366791 -0.241053675
## theta P1054 4.931921292 0.5040984 3.943906594 5.919935990
## theta P1055 0.238497527 0.2508426 -0.253144899 0.730139954
## theta P1056 2.463963305 0.3440890 1.789561173 3.138365436
## theta P1057 -1.591781320 0.2986560 -2.177136285 -1.006426355
## theta P1058 1.420708835 0.3001312 0.832462573 2.008955098
## theta P1059 6.747879349 1.0247658 4.739375375 8.756383323
## theta P1060 2.958169854 0.3588585 2.254820196 3.661519511
## theta P1061 1.803407495 0.3185125 1.179134376 2.427680614
## theta P1062 0.849137025 0.2725680 0.314913485 1.383360564
## theta P1063 0.924346468 0.2759602 0.383474484 1.465218452
## theta P1064 1.162071109 0.2872941 0.598985035 1.725157182
## theta P1065 4.116840154 0.4133577 3.306674018 4.927006289
## theta P1066 2.120920812 0.3319523 1.470306248 2.771535375
## theta P1067 0.564992137 0.2609803 0.053480073 1.076504202
## theta P1068 2.705916310 0.3514895 2.017009470 3.394823150
## theta P1069 2.120920812 0.3319523 1.470306248 2.771535375
## theta P1070 2.830737803 0.3551324 2.134691178 3.526784428
## theta P1071 2.830737803 0.3551324 2.134691178 3.526784428
## theta P1072 4.694867228 0.4712873 3.771161011 5.618573446
## theta P1073 6.747879349 1.0247658 4.739375375 8.756383323
## theta P1074 2.346893378 0.3402086 1.680096763 3.013689993
## theta P1075 -4.218123838 0.9981460 -6.174454126 -2.261793551
## theta P1076 6.747879349 1.0247658 4.739375375 8.756383323
## theta P1077 3.357987482 0.3719261 2.629025733 4.086949231
## theta P1078 1.001483068 0.2795474 0.453580308 1.549385828
## theta P1079 2.463963305 0.3440890 1.789561173 3.138365436
## theta P1080 3.951005479 0.4015507 3.163980502 4.738030457
## theta P1081 2.958169854 0.3588585 2.254820196 3.661519511
## theta P1082 4.931921292 0.5040984 3.943906594 5.919935990
## theta P1083 2.958169854 0.3588585 2.254820196 3.661519511
## theta P1084 4.116840154 0.4133577 3.306674018 4.927006289
## theta P1085 1.420708835 0.3001312 0.832462573 2.008955098
## theta P1086 4.931921292 0.5040984 3.943906594 5.919935990
## theta P1087 6.747879349 1.0247658 4.739375375 8.756383323
## theta P1088 5.548223286 0.6204856 4.332093764 6.764352808
## theta P1089 0.301827164 0.2525011 -0.193065903 0.796720231
## theta P1090 1.420708835 0.3001312 0.832462573 2.008955098# Build a table for person locations
person_theta <- person.locations.estimate$theta.table
person_theta## Person Parameter NAgroup Interpolated
## P1 3.951005479 1 FALSE
## P2 4.116840154 1 FALSE
## P3 0.114101581 1 FALSE
## P4 2.232519366 1 FALSE
## P5 2.120920812 1 FALSE
## P6 5.548223286 1 FALSE
## P7 4.694867228 1 FALSE
## P8 2.958169854 1 FALSE
## P9 1.906322457 1 FALSE
## P10 1.803407495 1 FALSE
## P11 0.301827164 1 FALSE
## P12 3.221495670 1 FALSE
## P13 2.232519366 1 FALSE
## P14 1.080680052 1 FALSE
## P15 2.583654614 1 FALSE
## P16 3.221495670 1 FALSE
## P17 3.221495670 1 FALSE
## P18 1.162071109 1 FALSE
## P19 1.906322457 1 FALSE
## P20 0.703978498 1 FALSE
## P21 1.420708835 1 FALSE
## P22 1.420708835 1 FALSE
## P23 2.583654614 1 FALSE
## P24 -0.007889125 1 FALSE
## P25 3.221495670 1 FALSE
## P26 1.420708835 1 FALSE
## P27 2.463963305 1 FALSE
## P28 2.583654614 1 FALSE
## P29 2.583654614 1 FALSE
## P30 1.606357009 1 FALSE
## P31 0.849137025 1 FALSE
## P32 3.088344052 1 FALSE
## P33 1.420708835 1 FALSE
## P34 6.004692051 1 FALSE
## P35 1.001483068 1 FALSE
## P36 -0.187926199 1 FALSE
## P37 6.004692051 1 FALSE
## P38 0.775724243 1 FALSE
## P39 1.001483068 1 FALSE
## P40 0.775724243 1 FALSE
## P41 2.120920812 1 FALSE
## P42 1.606357009 1 FALSE
## P43 2.120920812 1 FALSE
## P44 6.747879349 1 FALSE
## P45 1.606357009 1 FALSE
## P46 -2.125830475 1 FALSE
## P47 3.643263745 1 FALSE
## P48 2.232519366 1 FALSE
## P49 4.694867228 1 FALSE
## P50 -0.986330154 1 FALSE
## P51 1.245788742 1 FALSE
## P52 0.431233372 1 FALSE
## P53 2.830737803 1 FALSE
## P54 0.366038871 1 FALSE
## P55 -0.007889125 1 FALSE
## P56 0.431233372 1 FALSE
## P57 3.643263745 1 FALSE
## P58 1.906322457 1 FALSE
## P59 3.221495670 1 FALSE
## P60 0.633774676 1 FALSE
## P61 2.705916310 1 FALSE
## P62 1.606357009 1 FALSE
## P63 1.245788742 1 FALSE
## P64 2.232519366 1 FALSE
## P65 1.080680052 1 FALSE
## P66 5.208442706 1 FALSE
## P67 2.705916310 1 FALSE
## P68 2.012170243 1 FALSE
## P69 -0.729710233 1 FALSE
## P70 2.232519366 1 FALSE
## P71 4.694867228 1 FALSE
## P72 2.346893378 1 FALSE
## P73 1.331960857 1 FALSE
## P74 2.012170243 1 FALSE
## P75 1.001483068 1 FALSE
## P76 0.366038871 1 FALSE
## P77 4.293599824 1 FALSE
## P78 3.643263745 1 FALSE
## P79 1.803407495 1 FALSE
## P80 1.080680052 1 FALSE
## P81 1.080680052 1 FALSE
## P82 2.012170243 1 FALSE
## P83 2.346893378 1 FALSE
## P84 1.512142483 1 FALSE
## P85 4.484633209 1 FALSE
## P86 1.420708835 1 FALSE
## P87 1.245788742 1 FALSE
## P88 0.052850703 1 FALSE
## P89 2.120920812 1 FALSE
## P90 1.803407495 1 FALSE
## P91 2.346893378 1 FALSE
## P92 6.004692051 1 FALSE
## P93 1.803407495 1 FALSE
## P94 -0.792289901 1 FALSE
## P95 0.633774676 1 FALSE
## P96 0.175953375 1 FALSE
## P97 1.245788742 1 FALSE
## P98 0.175953375 1 FALSE
## P99 4.931921292 1 FALSE
## P100 2.346893378 1 FALSE
## P101 5.548223286 1 FALSE
## P102 1.331960857 1 FALSE
## P103 -0.366537814 1 FALSE
## P104 -2.265630966 1 FALSE
## P105 1.162071109 1 FALSE
## P106 4.694867228 1 FALSE
## P107 0.175953375 1 FALSE
## P108 1.331960857 1 FALSE
## P109 1.703427668 1 FALSE
## P110 3.498338797 1 FALSE
## P111 4.931921292 1 FALSE
## P112 6.747879349 1 FALSE
## P113 1.803407495 1 FALSE
## P114 2.346893378 1 FALSE
## P115 2.463963305 1 FALSE
## P116 4.116840154 1 FALSE
## P117 3.088344052 1 FALSE
## P118 1.703427668 1 FALSE
## P119 4.484633209 1 FALSE
## P120 2.232519366 1 FALSE
## P121 0.497515287 1 FALSE
## P122 4.293599824 1 FALSE
## P123 3.951005479 1 FALSE
## P124 2.958169854 1 FALSE
## P125 1.606357009 1 FALSE
## P126 0.497515287 1 FALSE
## P127 1.001483068 1 FALSE
## P128 2.346893378 1 FALSE
## P129 1.906322457 1 FALSE
## P130 2.583654614 1 FALSE
## P131 1.512142483 1 FALSE
## P132 4.931921292 1 FALSE
## P133 0.849137025 1 FALSE
## P134 1.906322457 1 FALSE
## P135 0.431233372 1 FALSE
## P136 2.346893378 1 FALSE
## P137 2.232519366 1 FALSE
## P138 0.849137025 1 FALSE
## P139 1.420708835 1 FALSE
## P140 1.906322457 1 FALSE
## P141 2.232519366 1 FALSE
## P142 1.162071109 1 FALSE
## P143 3.951005479 1 FALSE
## P144 2.232519366 1 FALSE
## P145 0.703978498 1 FALSE
## P146 3.793723871 1 FALSE
## P147 2.346893378 1 FALSE
## P148 2.120920812 1 FALSE
## P149 2.463963305 1 FALSE
## P150 4.931921292 1 FALSE
## P151 1.331960857 1 FALSE
## P152 3.643263745 1 FALSE
## P153 2.232519366 1 FALSE
## P154 0.175953375 1 FALSE
## P155 2.463963305 1 FALSE
## P156 2.232519366 1 FALSE
## P157 2.232519366 1 FALSE
## P158 6.004692051 1 FALSE
## P159 2.232519366 1 FALSE
## P160 1.803407495 1 FALSE
## P161 4.116840154 1 FALSE
## P162 0.366038871 1 FALSE
## P163 6.004692051 1 FALSE
## P164 1.906322457 1 FALSE
## P165 1.703427668 1 FALSE
## P166 2.232519366 1 FALSE
## P167 6.004692051 1 FALSE
## P168 4.116840154 1 FALSE
## P169 1.906322457 1 FALSE
## P170 1.703427668 1 FALSE
## P171 0.924346468 1 FALSE
## P172 2.705916310 1 FALSE
## P173 1.162071109 1 FALSE
## P174 0.366038871 1 FALSE
## P175 0.431233372 1 FALSE
## P176 0.924346468 1 FALSE
## P177 2.232519366 1 FALSE
## P178 3.357987482 1 FALSE
## P179 1.803407495 1 FALSE
## P180 1.162071109 1 FALSE
## P181 4.931921292 1 FALSE
## P182 6.004692051 1 FALSE
## P183 2.830737803 1 FALSE
## P184 2.463963305 1 FALSE
## P185 1.080680052 1 FALSE
## P186 5.208442706 1 FALSE
## P187 3.951005479 1 FALSE
## P188 2.705916310 1 FALSE
## P189 4.931921292 1 FALSE
## P190 1.512142483 1 FALSE
## P191 3.951005479 1 FALSE
## P192 3.357987482 1 FALSE
## P193 3.221495670 1 FALSE
## P194 3.951005479 1 FALSE
## P195 2.346893378 1 FALSE
## P196 3.951005479 1 FALSE
## P197 1.331960857 1 FALSE
## P198 2.120920812 1 FALSE
## P199 4.293599824 1 FALSE
## P200 1.703427668 1 FALSE
## P201 6.747879349 1 FALSE
## P202 2.830737803 1 FALSE
## P203 2.232519366 1 FALSE
## P204 2.346893378 1 FALSE
## P205 4.116840154 1 FALSE
## P206 2.232519366 1 FALSE
## P207 3.357987482 1 FALSE
## P208 3.643263745 1 FALSE
## P209 2.958169854 1 FALSE
## P210 2.583654614 1 FALSE
## P211 2.583654614 1 FALSE
## P212 2.958169854 1 FALSE
## P213 0.238497527 1 FALSE
## P214 3.793723871 1 FALSE
## P215 3.643263745 1 FALSE
## P216 2.830737803 1 FALSE
## P217 4.116840154 1 FALSE
## P218 6.747879349 1 FALSE
## P219 3.357987482 1 FALSE
## P220 3.793723871 1 FALSE
## P221 3.951005479 1 FALSE
## P222 5.548223286 1 FALSE
## P223 1.331960857 1 FALSE
## P224 3.357987482 1 FALSE
## P225 3.498338797 1 FALSE
## P226 3.498338797 1 FALSE
## P227 4.293599824 1 FALSE
## P228 2.232519366 1 FALSE
## P229 1.080680052 1 FALSE
## P230 5.548223286 1 FALSE
## P231 4.484633209 1 FALSE
## P232 4.484633209 1 FALSE
## P233 2.958169854 1 FALSE
## P234 4.484633209 1 FALSE
## P235 2.120920812 1 FALSE
## P236 1.331960857 1 FALSE
## P237 1.331960857 1 FALSE
## P238 1.245788742 1 FALSE
## P239 4.694867228 1 FALSE
## P240 2.958169854 1 FALSE
## P241 2.583654614 1 FALSE
## P242 1.906322457 1 FALSE
## P243 2.463963305 1 FALSE
## P244 2.463963305 1 FALSE
## P245 2.346893378 1 FALSE
## P246 2.346893378 1 FALSE
## P247 2.346893378 1 FALSE
## P248 2.463963305 1 FALSE
## P249 -2.265630966 1 FALSE
## P250 3.951005479 1 FALSE
## P251 1.512142483 1 FALSE
## P252 3.221495670 1 FALSE
## P253 3.221495670 1 FALSE
## P254 1.606357009 1 FALSE
## P255 2.830737803 1 FALSE
## P256 4.931921292 1 FALSE
## P257 1.906322457 1 FALSE
## P258 1.512142483 1 FALSE
## P259 6.004692051 1 FALSE
## P260 2.583654614 1 FALSE
## P261 0.497515287 1 FALSE
## P262 1.606357009 1 FALSE
## P263 2.958169854 1 FALSE
## P264 5.548223286 1 FALSE
## P265 2.232519366 1 FALSE
## P266 1.245788742 1 FALSE
## P267 0.703978498 1 FALSE
## P268 1.703427668 1 FALSE
## P269 2.012170243 1 FALSE
## P270 -0.855806940 1 FALSE
## P271 2.232519366 1 FALSE
## P272 2.830737803 1 FALSE
## P273 1.420708835 1 FALSE
## P274 3.221495670 1 FALSE
## P275 4.931921292 1 FALSE
## P276 2.583654614 1 FALSE
## P277 0.775724243 1 FALSE
## P278 0.301827164 1 FALSE
## P279 6.747879349 1 FALSE
## P280 6.747879349 1 FALSE
## P281 5.548223286 1 FALSE
## P282 1.703427668 1 FALSE
## P283 2.232519366 1 FALSE
## P284 1.703427668 1 FALSE
## P285 6.747879349 1 FALSE
## P286 0.366038871 1 FALSE
## P287 1.162071109 1 FALSE
## P288 -0.068206975 1 FALSE
## P289 1.906322457 1 FALSE
## P290 2.346893378 1 FALSE
## P291 2.346893378 1 FALSE
## P292 1.512142483 1 FALSE
## P293 6.747879349 1 FALSE
## P294 -0.247502493 1 FALSE
## P295 2.583654614 1 FALSE
## P296 3.221495670 1 FALSE
## P297 1.331960857 1 FALSE
## P298 4.484633209 1 FALSE
## P299 2.346893378 1 FALSE
## P300 2.012170243 1 FALSE
## P301 2.120920812 1 FALSE
## P302 0.366038871 1 FALSE
## P303 1.420708835 1 FALSE
## P304 3.221495670 1 FALSE
## P305 -0.247502493 1 FALSE
## P306 2.463963305 1 FALSE
## P307 0.564992137 1 FALSE
## P308 3.793723871 1 FALSE
## P309 2.958169854 1 FALSE
## P310 -2.835680868 1 FALSE
## P311 2.346893378 1 FALSE
## P312 1.703427668 1 FALSE
## P313 2.958169854 1 FALSE
## P314 4.116840154 1 FALSE
## P315 2.830737803 1 FALSE
## P316 3.793723871 1 FALSE
## P317 0.849137025 1 FALSE
## P318 5.548223286 1 FALSE
## P319 1.162071109 1 FALSE
## P320 1.331960857 1 FALSE
## P321 1.245788742 1 FALSE
## P322 2.463963305 1 FALSE
## P323 3.498338797 1 FALSE
## P324 2.012170243 1 FALSE
## P325 2.346893378 1 FALSE
## P326 1.512142483 1 FALSE
## P327 1.512142483 1 FALSE
## P328 2.958169854 1 FALSE
## P329 4.116840154 1 FALSE
## P330 2.463963305 1 FALSE
## P331 2.958169854 1 FALSE
## P332 0.114101581 1 FALSE
## P333 2.958169854 1 FALSE
## P334 1.512142483 1 FALSE
## P335 2.958169854 1 FALSE
## P336 1.906322457 1 FALSE
## P337 3.357987482 1 FALSE
## P338 0.114101581 1 FALSE
## P339 1.245788742 1 FALSE
## P340 1.803407495 1 FALSE
## P341 3.221495670 1 FALSE
## P342 2.012170243 1 FALSE
## P343 3.498338797 1 FALSE
## P344 1.080680052 1 FALSE
## P345 0.114101581 1 FALSE
## P346 1.803407495 1 FALSE
## P347 1.703427668 1 FALSE
## P348 1.420708835 1 FALSE
## P349 1.703427668 1 FALSE
## P350 4.116840154 1 FALSE
## P351 1.420708835 1 FALSE
## P352 0.564992137 1 FALSE
## P353 0.564992137 1 FALSE
## P354 -0.187926199 1 FALSE
## P355 2.120920812 1 FALSE
## P356 4.116840154 1 FALSE
## P357 6.747879349 1 FALSE
## P358 0.849137025 1 FALSE
## P359 4.931921292 1 FALSE
## P360 1.906322457 1 FALSE
## P361 0.924346468 1 FALSE
## P362 5.208442706 1 FALSE
## P363 2.463963305 1 FALSE
## P364 2.463963305 1 FALSE
## P365 2.830737803 1 FALSE
## P366 1.080680052 1 FALSE
## P367 2.583654614 1 FALSE
## P368 2.830737803 1 FALSE
## P369 6.747879349 1 FALSE
## P370 0.703978498 1 FALSE
## P371 5.208442706 1 FALSE
## P372 0.366038871 1 FALSE
## P373 1.703427668 1 FALSE
## P374 2.012170243 1 FALSE
## P375 2.463963305 1 FALSE
## P376 1.606357009 1 FALSE
## P377 0.238497527 1 FALSE
## P378 1.906322457 1 FALSE
## P379 4.694867228 1 FALSE
## P380 6.004692051 1 FALSE
## P381 -0.128190751 1 FALSE
## P382 4.484633209 1 FALSE
## P383 0.052850703 1 FALSE
## P384 0.775724243 1 FALSE
## P385 3.793723871 1 FALSE
## P386 -0.546201966 1 FALSE
## P387 1.331960857 1 FALSE
## P388 0.564992137 1 FALSE
## P389 3.643263745 1 FALSE
## P390 3.221495670 1 FALSE
## P391 1.803407495 1 FALSE
## P392 3.357987482 1 FALSE
## P393 1.420708835 1 FALSE
## P394 2.583654614 1 FALSE
## P395 1.606357009 1 FALSE
## P396 -1.267232339 1 FALSE
## P397 2.232519366 1 FALSE
## P398 2.232519366 1 FALSE
## P399 0.633774676 1 FALSE
## P400 -1.504930615 1 FALSE
## P401 2.012170243 1 FALSE
## P402 2.232519366 1 FALSE
## P403 2.705916310 1 FALSE
## P404 0.431233372 1 FALSE
## P405 3.498338797 1 FALSE
## P406 0.238497527 1 FALSE
## P407 2.120920812 1 FALSE
## P408 -0.247502493 1 FALSE
## P409 0.849137025 1 FALSE
## P410 1.331960857 1 FALSE
## P411 5.548223286 1 FALSE
## P412 1.331960857 1 FALSE
## P413 -0.366537814 1 FALSE
## P414 2.120920812 1 FALSE
## P415 -1.422288736 1 FALSE
## P416 3.793723871 1 FALSE
## P417 4.116840154 1 FALSE
## P418 -0.667921033 1 FALSE
## P419 2.583654614 1 FALSE
## P420 0.775724243 1 FALSE
## P421 4.484633209 1 FALSE
## P422 1.080680052 1 FALSE
## P423 1.080680052 1 FALSE
## P424 1.803407495 1 FALSE
## P425 1.245788742 1 FALSE
## P426 3.088344052 1 FALSE
## P427 4.694867228 1 FALSE
## P428 4.293599824 1 FALSE
## P429 3.088344052 1 FALSE
## P430 0.564992137 1 FALSE
## P431 5.548223286 1 FALSE
## P432 1.331960857 1 FALSE
## P433 1.606357009 1 FALSE
## P434 1.803407495 1 FALSE
## P435 4.293599824 1 FALSE
## P436 5.548223286 1 FALSE
## P437 2.232519366 1 FALSE
## P438 1.080680052 1 FALSE
## P439 1.906322457 1 FALSE
## P440 2.012170243 1 FALSE
## P441 1.703427668 1 FALSE
## P442 5.548223286 1 FALSE
## P443 2.958169854 1 FALSE
## P444 4.293599824 1 FALSE
## P445 6.747879349 1 FALSE
## P446 3.357987482 1 FALSE
## P447 2.463963305 1 FALSE
## P448 3.793723871 1 FALSE
## P449 1.420708835 1 FALSE
## P450 3.793723871 1 FALSE
## P451 1.331960857 1 FALSE
## P452 3.088344052 1 FALSE
## P453 4.484633209 1 FALSE
## P454 1.512142483 1 FALSE
## P455 3.951005479 1 FALSE
## P456 5.208442706 1 FALSE
## P457 -1.781442039 1 FALSE
## P458 1.606357009 1 FALSE
## P459 3.357987482 1 FALSE
## P460 2.012170243 1 FALSE
## P461 3.498338797 1 FALSE
## P462 1.331960857 1 FALSE
## P463 3.088344052 1 FALSE
## P464 6.004692051 1 FALSE
## P465 3.643263745 1 FALSE
## P466 3.498338797 1 FALSE
## P467 6.004692051 1 FALSE
## P468 1.803407495 1 FALSE
## P469 1.803407495 1 FALSE
## P470 2.583654614 1 FALSE
## P471 0.633774676 1 FALSE
## P472 2.583654614 1 FALSE
## P473 2.463963305 1 FALSE
## P474 6.747879349 1 FALSE
## P475 2.346893378 1 FALSE
## P476 2.958169854 1 FALSE
## P477 2.463963305 1 FALSE
## P478 2.463963305 1 FALSE
## P479 2.120920812 1 FALSE
## P480 2.346893378 1 FALSE
## P481 4.116840154 1 FALSE
## P482 2.232519366 1 FALSE
## P483 2.012170243 1 FALSE
## P484 2.830737803 1 FALSE
## P485 2.232519366 1 FALSE
## P486 2.583654614 1 FALSE
## P487 0.775724243 1 FALSE
## P488 2.232519366 1 FALSE
## P489 5.548223286 1 FALSE
## P490 1.080680052 1 FALSE
## P491 4.931921292 1 FALSE
## P492 2.012170243 1 FALSE
## P493 0.775724243 1 FALSE
## P494 0.775724243 1 FALSE
## P495 2.232519366 1 FALSE
## P496 6.004692051 1 FALSE
## P497 1.803407495 1 FALSE
## P498 2.232519366 1 FALSE
## P499 4.293599824 1 FALSE
## P500 6.004692051 1 FALSE
## P501 1.606357009 1 FALSE
## P502 3.643263745 1 FALSE
## P503 6.004692051 1 FALSE
## P504 1.703427668 1 FALSE
## P505 6.004692051 1 FALSE
## P506 6.004692051 1 FALSE
## P507 2.583654614 1 FALSE
## P508 1.162071109 1 FALSE
## P509 2.583654614 1 FALSE
## P510 2.120920812 1 FALSE
## P511 0.849137025 1 FALSE
## P512 1.803407495 1 FALSE
## P513 2.120920812 1 FALSE
## P514 1.703427668 1 FALSE
## P515 1.245788742 1 FALSE
## P516 0.366038871 1 FALSE
## P517 2.830737803 1 FALSE
## P518 2.463963305 1 FALSE
## P519 4.694867228 1 FALSE
## P520 0.366038871 1 FALSE
## P521 2.958169854 1 FALSE
## P522 1.001483068 1 FALSE
## P523 6.004692051 1 FALSE
## P524 1.162071109 1 FALSE
## P525 1.331960857 1 FALSE
## P526 3.643263745 1 FALSE
## P527 -0.426181061 1 FALSE
## P528 2.346893378 1 FALSE
## P529 5.208442706 1 FALSE
## P530 -4.218123838 1 FALSE
## P531 2.232519366 1 FALSE
## P532 -1.122812725 1 FALSE
## P533 2.120920812 1 FALSE
## P534 1.606357009 1 FALSE
## P535 4.116840154 1 FALSE
## P536 1.331960857 1 FALSE
## P537 2.830737803 1 FALSE
## P538 2.346893378 1 FALSE
## P539 3.643263745 1 FALSE
## P540 6.747879349 1 FALSE
## P541 3.357987482 1 FALSE
## P542 2.830737803 1 FALSE
## P543 5.548223286 1 FALSE
## P544 1.906322457 1 FALSE
## P545 5.208442706 1 FALSE
## P546 0.431233372 1 FALSE
## P547 6.004692051 1 FALSE
## P548 2.958169854 1 FALSE
## P549 3.088344052 1 FALSE
## P550 3.951005479 1 FALSE
## P551 2.463963305 1 FALSE
## P552 4.116840154 1 FALSE
## P553 6.004692051 1 FALSE
## P554 6.747879349 1 FALSE
## P555 1.803407495 1 FALSE
## P556 2.232519366 1 FALSE
## P557 2.120920812 1 FALSE
## P558 3.088344052 1 FALSE
## P559 0.238497527 1 FALSE
## P560 6.004692051 1 FALSE
## P561 5.548223286 1 FALSE
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## P563 2.012170243 1 FALSE
## P564 4.931921292 1 FALSE
## P565 3.221495670 1 FALSE
## P566 0.924346468 1 FALSE
## P567 3.357987482 1 FALSE
## P568 1.803407495 1 FALSE
## P569 3.357987482 1 FALSE
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## P572 0.052850703 1 FALSE
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## P574 1.703427668 1 FALSE
## P575 4.293599824 1 FALSE
## P576 1.001483068 1 FALSE
## P577 0.301827164 1 FALSE
## P578 3.793723871 1 FALSE
## P579 1.162071109 1 FALSE
## P580 1.331960857 1 FALSE
## P581 0.366038871 1 FALSE
## P582 2.346893378 1 FALSE
## P583 1.803407495 1 FALSE
## P584 6.004692051 1 FALSE
## P585 2.232519366 1 FALSE
## P586 4.116840154 1 FALSE
## P587 1.331960857 1 FALSE
## P588 3.643263745 1 FALSE
## P589 0.775724243 1 FALSE
## P590 -0.128190751 1 FALSE
## P591 -2.835680868 1 FALSE
## P592 0.703978498 1 FALSE
## P593 1.803407495 1 FALSE
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## P595 2.463963305 1 FALSE
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## P597 2.232519366 1 FALSE
## P598 1.331960857 1 FALSE
## P599 2.463963305 1 FALSE
## P600 1.906322457 1 FALSE
## P601 3.357987482 1 FALSE
## P602 3.643263745 1 FALSE
## P603 3.357987482 1 FALSE
## P604 1.703427668 1 FALSE
## P605 4.484633209 1 FALSE
## P606 6.004692051 1 FALSE
## P607 4.293599824 1 FALSE
## P608 2.830737803 1 FALSE
## P609 2.120920812 1 FALSE
## P610 6.004692051 1 FALSE
## P611 1.001483068 1 FALSE
## P612 -0.667921033 1 FALSE
## P613 4.931921292 1 FALSE
## P614 3.951005479 1 FALSE
## P615 3.951005479 1 FALSE
## P616 6.747879349 1 FALSE
## P617 6.747879349 1 FALSE
## P618 1.245788742 1 FALSE
## P619 3.951005479 1 FALSE
## P620 1.331960857 1 FALSE
## P621 2.232519366 1 FALSE
## P622 1.803407495 1 FALSE
## P623 2.120920812 1 FALSE
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## P625 3.088344052 1 FALSE
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## P628 6.747879349 1 FALSE
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## P630 4.484633209 1 FALSE
## P631 1.162071109 1 FALSE
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## P634 1.001483068 1 FALSE
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## P636 4.931921292 1 FALSE
## P637 5.208442706 1 FALSE
## P638 3.951005479 1 FALSE
## P639 3.221495670 1 FALSE
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## P641 2.120920812 1 FALSE
## P642 6.004692051 1 FALSE
## P643 3.951005479 1 FALSE
## P644 1.245788742 1 FALSE
## P645 1.803407495 1 FALSE
## P646 6.747879349 1 FALSE
## P647 4.484633209 1 FALSE
## P648 6.747879349 1 FALSE
## P649 6.747879349 1 FALSE
## P650 5.208442706 1 FALSE
## P651 4.931921292 1 FALSE
## P652 4.484633209 1 FALSE
## P653 0.238497527 1 FALSE
## P654 0.238497527 1 FALSE
## P655 4.293599824 1 FALSE
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## P657 3.221495670 1 FALSE
## P658 6.004692051 1 FALSE
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## P660 4.931921292 1 FALSE
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## P662 5.208442706 1 FALSE
## P663 2.958169854 1 FALSE
## P664 5.548223286 1 FALSE
## P665 1.703427668 1 FALSE
## P666 3.951005479 1 FALSE
## P667 0.431233372 1 FALSE
## P668 2.346893378 1 FALSE
## P669 -0.068206975 1 FALSE
## P670 3.643263745 1 FALSE
## P671 2.012170243 1 FALSE
## P672 1.703427668 1 FALSE
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## P675 0.703978498 1 FALSE
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## P678 0.175953375 1 FALSE
## P679 2.012170243 1 FALSE
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## P682 2.232519366 1 FALSE
## P683 1.331960857 1 FALSE
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## P686 5.548223286 1 FALSE
## P687 2.463963305 1 FALSE
## P688 0.633774676 1 FALSE
## P689 2.705916310 1 FALSE
## P690 4.694867228 1 FALSE
## P691 1.703427668 1 FALSE
## P692 3.357987482 1 FALSE
## P693 1.906322457 1 FALSE
## P694 2.958169854 1 FALSE
## P695 2.463963305 1 FALSE
## P696 2.830737803 1 FALSE
## P697 4.116840154 1 FALSE
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## P699 3.498338797 1 FALSE
## P700 1.245788742 1 FALSE
## P701 4.484633209 1 FALSE
## P702 4.293599824 1 FALSE
## P703 -0.007889125 1 FALSE
## P704 2.232519366 1 FALSE
## P705 3.643263745 1 FALSE
## P706 0.238497527 1 FALSE
## P707 5.208442706 1 FALSE
## P708 3.793723871 1 FALSE
## P709 1.606357009 1 FALSE
## P710 0.924346468 1 FALSE
## P711 6.747879349 1 FALSE
## P712 2.120920812 1 FALSE
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## P715 1.001483068 1 FALSE
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## P717 5.208442706 1 FALSE
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## P719 1.803407495 1 FALSE
## P720 0.301827164 1 FALSE
## P721 3.357987482 1 FALSE
## P722 -0.366537814 1 FALSE
## P723 0.497515287 1 FALSE
## P724 -0.366537814 1 FALSE
## P725 1.420708835 1 FALSE
## P726 0.849137025 1 FALSE
## P727 -2.265630966 1 FALSE
## P728 2.463963305 1 FALSE
## P729 1.331960857 1 FALSE
## P730 2.583654614 1 FALSE
## P731 2.232519366 1 FALSE
## P732 -0.855806940 1 FALSE
## P733 -1.504930615 1 FALSE
## P734 0.175953375 1 FALSE
## P735 0.924346468 1 FALSE
## P736 -0.426181061 1 FALSE
## P737 1.245788742 1 FALSE
## P738 1.245788742 1 FALSE
## P739 -0.187926199 1 FALSE
## P740 -0.667921033 1 FALSE
## P741 0.924346468 1 FALSE
## P742 4.931921292 1 FALSE
## P743 6.747879349 1 FALSE
## P744 1.245788742 1 FALSE
## P745 6.747879349 1 FALSE
## P746 3.951005479 1 FALSE
## P747 1.162071109 1 FALSE
## P748 2.463963305 1 FALSE
## P749 5.208442706 1 FALSE
## P750 3.357987482 1 FALSE
## P751 4.293599824 1 FALSE
## P752 4.116840154 1 FALSE
## P753 3.793723871 1 FALSE
## P754 6.004692051 1 FALSE
## P755 2.012170243 1 FALSE
## P756 3.357987482 1 FALSE
## P757 2.012170243 1 FALSE
## P758 1.245788742 1 FALSE
## P759 5.208442706 1 FALSE
## P760 4.931921292 1 FALSE
## P761 2.705916310 1 FALSE
## P762 4.694867228 1 FALSE
## P763 1.162071109 1 FALSE
## P764 4.293599824 1 FALSE
## P765 1.803407495 1 FALSE
## P766 1.420708835 1 FALSE
## P767 6.747879349 1 FALSE
## P768 3.221495670 1 FALSE
## P769 1.606357009 1 FALSE
## P770 6.747879349 1 FALSE
## P771 2.463963305 1 FALSE
## P772 1.331960857 1 FALSE
## P773 1.512142483 1 FALSE
## P774 5.548223286 1 FALSE
## P775 4.931921292 1 FALSE
## P776 1.803407495 1 FALSE
## P777 6.747879349 1 FALSE
## P778 1.080680052 1 FALSE
## P779 3.793723871 1 FALSE
## P780 1.606357009 1 FALSE
## P781 -0.667921033 1 FALSE
## P782 -1.267232339 1 FALSE
## P783 2.583654614 1 FALSE
## P784 6.747879349 1 FALSE
## P785 2.583654614 1 FALSE
## P786 2.346893378 1 FALSE
## P787 1.162071109 1 FALSE
## P788 1.245788742 1 FALSE
## P789 0.924346468 1 FALSE
## P790 -1.267232339 1 FALSE
## P791 6.747879349 1 FALSE
## P792 2.958169854 1 FALSE
## P793 3.221495670 1 FALSE
## P794 0.431233372 1 FALSE
## P795 2.583654614 1 FALSE
## P796 2.705916310 1 FALSE
## P797 6.004692051 1 FALSE
## P798 4.931921292 1 FALSE
## P799 2.463963305 1 FALSE
## P800 1.331960857 1 FALSE
## P801 -0.128190751 1 FALSE
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## P804 2.463963305 1 FALSE
## P805 5.548223286 1 FALSE
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## P808 2.232519366 1 FALSE
## P809 0.175953375 1 FALSE
## P810 0.366038871 1 FALSE
## P811 0.633774676 1 FALSE
## P812 2.232519366 1 FALSE
## P813 1.001483068 1 FALSE
## P814 -0.546201966 1 FALSE
## P815 2.232519366 1 FALSE
## P816 3.088344052 1 FALSE
## P817 0.175953375 1 FALSE
## P818 2.463963305 1 FALSE
## P819 2.583654614 1 FALSE
## P820 2.705916310 1 FALSE
## P821 1.512142483 1 FALSE
## P822 0.849137025 1 FALSE
## P823 0.497515287 1 FALSE
## P824 2.120920812 1 FALSE
## P825 1.703427668 1 FALSE
## P826 2.346893378 1 FALSE
## P827 0.497515287 1 FALSE
## P828 4.931921292 1 FALSE
## P829 3.643263745 1 FALSE
## P830 -0.792289901 1 FALSE
## P831 3.793723871 1 FALSE
## P832 2.346893378 1 FALSE
## P833 0.175953375 1 FALSE
## P834 -0.007889125 1 FALSE
## P835 0.366038871 1 FALSE
## P836 1.420708835 1 FALSE
## P837 0.775724243 1 FALSE
## P838 0.052850703 1 FALSE
## P839 2.463963305 1 FALSE
## P840 1.331960857 1 FALSE
## P841 4.116840154 1 FALSE
## P842 1.906322457 1 FALSE
## P843 3.221495670 1 FALSE
## P844 2.120920812 1 FALSE
## P845 -1.504930615 1 FALSE
## P846 4.116840154 1 FALSE
## P847 2.705916310 1 FALSE
## P848 5.208442706 1 FALSE
## P849 4.484633209 1 FALSE
## P850 -0.307008896 1 FALSE
## P851 0.301827164 1 FALSE
## P852 2.232519366 1 FALSE
## P853 2.463963305 1 FALSE
## P854 0.238497527 1 FALSE
## P855 0.633774676 1 FALSE
## P856 2.346893378 1 FALSE
## P857 6.747879349 1 FALSE
## P858 -1.122812725 1 FALSE
## P859 2.705916310 1 FALSE
## P860 0.175953375 1 FALSE
## P861 0.849137025 1 FALSE
## P862 2.830737803 1 FALSE
## P863 0.775724243 1 FALSE
## P864 2.583654614 1 FALSE
## P865 0.301827164 1 FALSE
## P866 0.924346468 1 FALSE
## P867 1.803407495 1 FALSE
## P868 2.463963305 1 FALSE
## P869 -0.187926199 1 FALSE
## P870 0.633774676 1 FALSE
## P871 1.331960857 1 FALSE
## P872 2.958169854 1 FALSE
## P873 3.643263745 1 FALSE
## P874 0.633774676 1 FALSE
## P875 2.012170243 1 FALSE
## P876 2.463963305 1 FALSE
## P877 2.830737803 1 FALSE
## P878 4.694867228 1 FALSE
## P879 1.420708835 1 FALSE
## P880 1.245788742 1 FALSE
## P881 3.498338797 1 FALSE
## P882 1.162071109 1 FALSE
## P883 -0.247502493 1 FALSE
## P884 4.931921292 1 FALSE
## P885 2.463963305 1 FALSE
## P886 2.346893378 1 FALSE
## P887 4.931921292 1 FALSE
## P888 3.221495670 1 FALSE
## P889 1.001483068 1 FALSE
## P890 0.301827164 1 FALSE
## P891 2.232519366 1 FALSE
## P892 5.208442706 1 FALSE
## P893 1.906322457 1 FALSE
## P894 0.924346468 1 FALSE
## P895 3.498338797 1 FALSE
## P896 0.114101581 1 FALSE
## P897 2.346893378 1 FALSE
## P898 4.484633209 1 FALSE
## P899 4.293599824 1 FALSE
## P900 -0.068206975 1 FALSE
## P901 0.052850703 1 FALSE
## P902 -0.007889125 1 FALSE
## P903 1.162071109 1 FALSE
## P904 1.001483068 1 FALSE
## P905 2.958169854 1 FALSE
## P906 1.245788742 1 FALSE
## P907 0.775724243 1 FALSE
## P908 1.162071109 1 FALSE
## P909 2.120920812 1 FALSE
## P910 1.331960857 1 FALSE
## P911 2.120920812 1 FALSE
## P912 6.747879349 1 FALSE
## P913 3.498338797 1 FALSE
## P914 3.088344052 1 FALSE
## P915 4.116840154 1 FALSE
## P916 2.012170243 1 FALSE
## P917 1.703427668 1 FALSE
## P918 2.120920812 1 FALSE
## P919 0.775724243 1 FALSE
## P920 3.088344052 1 FALSE
## P921 4.484633209 1 FALSE
## P922 4.931921292 1 FALSE
## P923 0.301827164 1 FALSE
## P924 3.357987482 1 FALSE
## P925 3.088344052 1 FALSE
## P926 1.512142483 1 FALSE
## P927 0.301827164 1 FALSE
## P928 1.703427668 1 FALSE
## P929 2.463963305 1 FALSE
## P930 0.497515287 1 FALSE
## P931 0.849137025 1 FALSE
## P932 2.463963305 1 FALSE
## P933 2.120920812 1 FALSE
## P934 -3.527925130 1 FALSE
## P935 1.420708835 1 FALSE
## P936 2.830737803 1 FALSE
## P937 2.583654614 1 FALSE
## P938 3.498338797 1 FALSE
## P939 1.512142483 1 FALSE
## P940 1.162071109 1 FALSE
## P941 0.301827164 1 FALSE
## P942 3.221495670 1 FALSE
## P943 -0.366537814 1 FALSE
## P944 1.803407495 1 FALSE
## P945 2.120920812 1 FALSE
## P946 3.357987482 1 FALSE
## P947 0.775724243 1 FALSE
## P948 2.346893378 1 FALSE
## P949 1.703427668 1 FALSE
## P950 0.238497527 1 FALSE
## P951 1.906322457 1 FALSE
## P952 4.293599824 1 FALSE
## P953 2.583654614 1 FALSE
## P954 1.080680052 1 FALSE
## P955 0.703978498 1 FALSE
## P956 0.849137025 1 FALSE
## P957 1.245788742 1 FALSE
## P958 1.703427668 1 FALSE
## P959 2.705916310 1 FALSE
## P960 1.906322457 1 FALSE
## P961 1.803407495 1 FALSE
## P962 1.803407495 1 FALSE
## P963 4.116840154 1 FALSE
## P964 4.931921292 1 FALSE
## P965 5.208442706 1 FALSE
## P966 0.497515287 1 FALSE
## P967 2.830737803 1 FALSE
## P968 2.830737803 1 FALSE
## P969 6.747879349 1 FALSE
## P970 3.221495670 1 FALSE
## P971 2.958169854 1 FALSE
## P972 4.694867228 1 FALSE
## P973 4.293599824 1 FALSE
## P974 3.221495670 1 FALSE
## P975 4.293599824 1 FALSE
## P976 -0.007889125 1 FALSE
## P977 1.703427668 1 FALSE
## P978 1.512142483 1 FALSE
## P979 1.331960857 1 FALSE
## P980 4.293599824 1 FALSE
## P981 5.208442706 1 FALSE
## P982 0.703978498 1 FALSE
## P983 2.583654614 1 FALSE
## P984 0.052850703 1 FALSE
## P985 4.931921292 1 FALSE
## P986 1.331960857 1 FALSE
## P987 -0.128190751 1 FALSE
## P988 4.116840154 1 FALSE
## P989 0.703978498 1 FALSE
## P990 0.924346468 1 FALSE
## P991 4.931921292 1 FALSE
## P992 3.357987482 1 FALSE
## P993 2.120920812 1 FALSE
## P994 0.497515287 1 FALSE
## P995 2.830737803 1 FALSE
## P996 5.548223286 1 FALSE
## P997 2.120920812 1 FALSE
## P998 0.564992137 1 FALSE
## P999 5.548223286 1 FALSE
## P1000 1.803407495 1 FALSE
## P1001 1.512142483 1 FALSE
## P1002 2.232519366 1 FALSE
## P1003 6.747879349 1 FALSE
## P1004 0.775724243 1 FALSE
## P1005 2.583654614 1 FALSE
## P1006 -0.486034852 1 FALSE
## P1007 1.420708835 1 FALSE
## P1008 0.497515287 1 FALSE
## P1009 3.643263745 1 FALSE
## P1010 2.012170243 1 FALSE
## P1011 3.088344052 1 FALSE
## P1012 1.703427668 1 FALSE
## P1013 4.694867228 1 FALSE
## P1014 6.747879349 1 FALSE
## P1015 2.232519366 1 FALSE
## P1016 -0.792289901 1 FALSE
## P1017 3.793723871 1 FALSE
## P1018 6.004692051 1 FALSE
## P1019 3.793723871 1 FALSE
## P1020 1.803407495 1 FALSE
## P1021 1.331960857 1 FALSE
## P1022 2.120920812 1 FALSE
## P1023 1.703427668 1 FALSE
## P1024 2.232519366 1 FALSE
## P1025 2.120920812 1 FALSE
## P1026 2.958169854 1 FALSE
## P1027 1.906322457 1 FALSE
## P1028 4.694867228 1 FALSE
## P1029 1.703427668 1 FALSE
## P1030 4.116840154 1 FALSE
## P1031 1.245788742 1 FALSE
## P1032 2.583654614 1 FALSE
## P1033 1.331960857 1 FALSE
## P1034 0.775724243 1 FALSE
## P1035 2.830737803 1 FALSE
## P1036 5.208442706 1 FALSE
## P1037 4.484633209 1 FALSE
## P1038 2.012170243 1 FALSE
## P1039 0.175953375 1 FALSE
## P1040 3.221495670 1 FALSE
## P1041 0.633774676 1 FALSE
## P1042 0.366038871 1 FALSE
## P1043 2.583654614 1 FALSE
## P1044 4.116840154 1 FALSE
## P1045 3.498338797 1 FALSE
## P1046 5.548223286 1 FALSE
## P1047 2.830737803 1 FALSE
## P1048 1.001483068 1 FALSE
## P1049 0.924346468 1 FALSE
## P1050 1.703427668 1 FALSE
## P1051 0.849137025 1 FALSE
## P1052 2.346893378 1 FALSE
## P1053 -0.729710233 1 FALSE
## P1054 4.931921292 1 FALSE
## P1055 0.238497527 1 FALSE
## P1056 2.463963305 1 FALSE
## P1057 -1.591781320 1 FALSE
## P1058 1.420708835 1 FALSE
## P1059 6.747879349 1 FALSE
## P1060 2.958169854 1 FALSE
## P1061 1.803407495 1 FALSE
## P1062 0.849137025 1 FALSE
## P1063 0.924346468 1 FALSE
## P1064 1.162071109 1 FALSE
## P1065 4.116840154 1 FALSE
## P1066 2.120920812 1 FALSE
## P1067 0.564992137 1 FALSE
## P1068 2.705916310 1 FALSE
## P1069 2.120920812 1 FALSE
## P1070 2.830737803 1 FALSE
## P1071 2.830737803 1 FALSE
## P1072 4.694867228 1 FALSE
## P1073 6.747879349 1 FALSE
## P1074 2.346893378 1 FALSE
## P1075 -4.218123838 1 FALSE
## P1076 6.747879349 1 FALSE
## P1077 3.357987482 1 FALSE
## P1078 1.001483068 1 FALSE
## P1079 2.463963305 1 FALSE
## P1080 3.951005479 1 FALSE
## P1081 2.958169854 1 FALSE
## P1082 4.931921292 1 FALSE
## P1083 2.958169854 1 FALSE
## P1084 4.116840154 1 FALSE
## P1085 1.420708835 1 FALSE
## P1086 4.931921292 1 FALSE
## P1087 6.747879349 1 FALSE
## P1088 5.548223286 1 FALSE
## P1089 0.301827164 1 FALSE
## P1090 1.420708835 1 FALSEExam the item and person fit statistics
item.fit <- itemfit(person.locations.estimate)
item.fit##
## Itemfit Statistics:
## Chisq df p-value Outfit MSQ Infit MSQ Outfit t Infit t Discrim
## tsl1 960.420 1089 0.998 0.881 0.844 -2.134 -3.379 0.788
## tsl2 1239.673 1089 0.001 1.137 1.000 2.366 0.018 0.742
## tsl3 1035.480 1089 0.875 0.950 1.014 -0.611 0.271 0.709
## tsl4 870.488 1089 1.000 0.799 0.779 -4.097 -5.066 0.808
## tsl5 946.987 1089 0.999 0.869 0.833 -2.591 -3.793 0.798
## tsl6 1077.126 1089 0.595 0.988 1.019 -0.183 0.388 0.728
## tsl7 741.322 1089 1.000 0.680 0.704 -5.810 -6.561 0.824
## tsl8 1085.297 1089 0.526 0.996 0.934 -0.052 -1.408 0.773
## tsl9 939.020 1089 1.000 0.861 0.808 -2.603 -4.327 0.800
## tsl10 1051.669 1089 0.787 0.965 0.912 -0.653 -1.956 0.770
## tsl11 875.966 1089 1.000 0.804 0.908 -2.964 -1.785 0.753
## tsl12 1032.699 1089 0.888 0.947 0.907 -1.083 -2.108 0.771
## tsl13 1270.153 1089 0.000 1.165 1.151 3.376 3.207 0.690
## tsl14 1068.402 1089 0.666 0.980 0.996 -0.395 -0.072 0.737
## tsl15 964.192 1089 0.997 0.885 0.851 -2.281 -3.360 0.777
## tsl16 1681.885 1089 0.000 1.543 1.320 8.720 6.102 0.646
## tsl17 1012.858 1089 0.951 0.929 0.922 -1.412 -1.706 0.768
## tsl18 852.157 1089 1.000 0.782 0.800 -4.477 -4.585 0.805
## tsl19 1300.278 1089 0.000 1.193 1.160 3.966 3.453 0.695
## tsl20 1252.408 1089 0.000 1.149 1.232 2.023 4.293 0.629
## tsl21 981.760 1089 0.991 0.901 0.947 -1.764 -1.141 0.745
## tsl22 1386.838 1089 0.000 1.272 1.102 4.741 2.074 0.696pfit <- personfit(person.locations.estimate)
pfit##
## Personfit Statistics:
## Chisq df p-value Outfit MSQ Infit MSQ Outfit t Infit t
## P1 27.401 21 0.158 1.245 1.192 0.94 0.78
## P2 23.463 21 0.320 1.066 0.956 0.33 -0.08
## P3 16.924 21 0.716 0.769 0.766 -0.81 -0.85
## P4 6.241 21 0.999 0.284 0.277 -2.97 -2.98
## P5 15.705 21 0.786 0.714 0.706 -0.84 -0.85
## P6 21.885 21 0.406 0.995 1.551 0.18 1.13
## P7 23.241 21 0.331 1.056 0.883 0.27 -0.28
## P8 42.407 21 0.004 1.928 1.996 2.57 2.67
## P9 14.444 21 0.850 0.657 0.667 -1.05 -1.00
## P10 10.075 21 0.978 0.458 0.476 -1.92 -1.82
## P11 11.729 21 0.947 0.533 0.524 -1.89 -1.99
## P12 23.024 21 0.343 1.047 1.037 0.26 0.22
## P13 16.910 21 0.717 0.769 0.780 -0.64 -0.59
## P14 20.996 21 0.459 0.954 0.951 -0.04 -0.05
## P15 15.300 21 0.808 0.695 0.720 -0.96 -0.85
## P16 15.448 21 0.800 0.702 0.659 -1.10 -1.27
## P17 16.718 21 0.728 0.760 0.744 -0.84 -0.89
## P18 44.056 21 0.002 2.003 1.944 2.52 2.42
## P19 11.201 21 0.959 0.509 0.458 -1.68 -1.90
## P20 45.435 21 0.002 2.065 1.993 2.78 2.69
## P21 46.652 21 0.001 2.121 2.108 2.69 2.66
## P22 13.752 21 0.880 0.625 0.667 -1.20 -1.03
## P23 6.598 21 0.999 0.300 0.280 -2.99 -3.09
## P24 10.916 21 0.964 0.496 0.496 -2.21 -2.26
## P25 12.001 21 0.940 0.545 0.531 -1.86 -1.90
## P26 18.370 21 0.625 0.835 0.848 -0.42 -0.37
## P27 2.661 21 1.000 0.121 0.110 -4.55 -4.63
## P28 7.720 21 0.996 0.351 0.345 -2.66 -2.65
## P29 16.143 21 0.762 0.734 0.718 -0.81 -0.86
## P30 16.608 21 0.735 0.755 0.708 -0.69 -0.85
## P31 13.125 21 0.904 0.597 0.582 -1.42 -1.51
## P32 21.297 21 0.441 0.968 0.942 -0.02 -0.10
## P33 11.864 21 0.943 0.539 0.503 -1.57 -1.74
## P34 17.248 21 0.696 0.784 0.911 -0.08 0.06
## P35 25.146 21 0.241 1.143 1.178 0.54 0.64
## P36 11.476 21 0.953 0.522 0.514 -2.13 -2.20
## P37 20.937 21 0.463 0.952 1.874 0.18 1.32
## P38 23.444 21 0.321 1.066 1.050 0.31 0.26
## P39 13.436 21 0.893 0.611 0.538 -1.32 -1.68
## P40 23.505 21 0.318 1.068 1.086 0.32 0.38
## P41 4.678 21 1.000 0.213 0.200 -3.49 -3.55
## P42 13.022 21 0.908 0.592 0.606 -1.32 -1.25
## P43 4.483 21 1.000 0.204 0.198 -3.56 -3.57
## P44 26.427 21 0.191 1.201 1.029 0.54 0.34
## P45 31.686 21 0.063 1.440 1.406 1.27 1.18
## P46 28.833 21 0.118 1.311 1.481 0.82 1.20
## P47 17.677 21 0.669 0.804 0.795 -0.71 -0.74
## P48 24.907 21 0.251 1.132 1.102 0.49 0.40
## P49 42.424 21 0.004 1.928 1.856 2.20 2.28
## P50 40.782 21 0.006 1.854 1.909 2.67 2.85
## P51 17.480 21 0.682 0.795 0.796 -0.57 -0.57
## P52 17.955 21 0.652 0.816 0.785 -0.57 -0.72
## P53 16.813 21 0.722 0.764 0.757 -0.74 -0.75
## P54 3.985 21 1.000 0.181 0.167 -4.40 -4.67
## P55 11.438 21 0.954 0.520 0.523 -2.08 -2.09
## P56 12.720 21 0.918 0.578 0.612 -1.61 -1.49
## P57 17.027 21 0.709 0.774 0.786 -0.84 -0.78
## P58 8.399 21 0.993 0.382 0.384 -2.33 -2.29
## P59 23.556 21 0.315 1.071 1.077 0.34 0.36
## P60 36.416 21 0.020 1.655 1.730 1.91 2.13
## P61 24.933 21 0.250 1.133 1.154 0.51 0.57
## P62 6.963 21 0.998 0.317 0.334 -2.74 -2.61
## P63 15.716 21 0.785 0.714 0.702 -0.87 -0.92
## P64 18.525 21 0.616 0.842 0.847 -0.39 -0.37
## P65 22.941 21 0.347 1.043 1.133 0.24 0.51
## P66 20.457 21 0.493 0.930 1.342 0.00 0.90
## P67 50.831 21 0.000 2.310 2.379 3.19 3.27
## P68 26.388 21 0.192 1.199 1.213 0.67 0.70
## P69 10.563 21 0.971 0.480 0.458 -2.45 -2.61
## P70 2.391 21 1.000 0.109 0.106 -4.59 -4.57
## P71 41.992 21 0.004 1.909 2.455 2.16 3.42
## P72 38.118 21 0.012 1.733 1.772 1.94 2.00
## P73 22.688 21 0.361 1.031 1.043 0.20 0.24
## P74 8.225 21 0.994 0.374 0.370 -2.37 -2.37
## P75 6.721 21 0.999 0.306 0.305 -2.97 -3.01
## P76 21.830 21 0.409 0.992 0.908 0.07 -0.24
## P77 16.013 21 0.769 0.728 0.753 -0.93 -0.89
## P78 20.937 21 0.463 0.952 1.003 -0.10 0.10
## P79 20.299 21 0.502 0.923 0.925 -0.12 -0.11
## P80 14.728 21 0.836 0.669 0.626 -1.06 -1.26
## P81 12.660 21 0.920 0.575 0.569 -1.46 -1.51
## P82 13.238 21 0.900 0.602 0.607 -1.27 -1.23
## P83 15.275 21 0.809 0.694 0.696 -0.93 -0.91
## P84 17.133 21 0.703 0.779 0.819 -0.61 -0.46
## P85 21.243 21 0.444 0.966 0.820 0.00 -0.56
## P86 12.861 21 0.913 0.585 0.547 -1.37 -1.54
## P87 11.167 21 0.959 0.508 0.466 -1.75 -1.96
## P88 22.408 21 0.376 1.019 1.027 0.16 0.19
## P89 4.433 21 1.000 0.202 0.198 -3.58 -3.56
## P90 20.921 21 0.464 0.951 0.923 -0.04 -0.12
## P91 7.948 21 0.995 0.361 0.363 -2.50 -2.46
## P92 10.360 21 0.974 0.471 0.814 -0.67 -0.11
## P93 23.364 21 0.325 1.062 1.051 0.29 0.26
## P94 26.863 21 0.175 1.221 1.199 0.89 0.82
## P95 25.350 21 0.232 1.152 1.162 0.58 0.62
## P96 16.638 21 0.733 0.756 0.800 -0.86 -0.69
## P97 25.565 21 0.224 1.162 1.159 0.58 0.57
## P98 23.312 21 0.328 1.060 1.085 0.30 0.39
## P99 17.916 21 0.654 0.814 0.871 -0.36 -0.27
## P100 27.178 21 0.165 1.235 1.242 0.77 0.78
## P101 27.154 21 0.166 1.234 1.088 0.57 0.34
## P102 21.140 21 0.450 0.961 0.973 -0.01 0.03
## P103 18.293 21 0.630 0.831 0.821 -0.61 -0.66
## P104 20.849 21 0.468 0.948 0.951 0.03 0.02
## P105 10.409 21 0.973 0.473 0.466 -1.94 -1.99
## P106 24.183 21 0.284 1.099 0.983 0.39 0.05
## P107 5.223 21 1.000 0.237 0.237 -3.98 -4.08
## P108 8.258 21 0.994 0.375 0.389 -2.43 -2.35
## P109 15.791 21 0.781 0.718 0.721 -0.82 -0.80
## P110 26.110 21 0.202 1.187 1.125 0.75 0.53
## P111 34.245 21 0.034 1.557 1.175 1.32 0.59
## P112 32.200 21 0.056 1.464 1.043 0.74 0.36
## P113 11.849 21 0.944 0.539 0.501 -1.54 -1.70
## P114 19.604 21 0.546 0.891 0.916 -0.23 -0.15
## P115 4.056 21 1.000 0.184 0.171 -3.86 -3.93
## P116 49.853 21 0.000 2.266 2.002 3.48 3.02
## P117 12.883 21 0.913 0.586 0.558 -1.60 -1.70
## P118 16.075 21 0.765 0.731 0.730 -0.77 -0.77
## P119 25.114 21 0.242 1.142 1.397 0.53 1.31
## P120 5.484 21 1.000 0.249 0.232 -3.22 -3.31
## P121 5.129 21 1.000 0.233 0.209 -3.80 -4.12
## P122 28.678 21 0.122 1.304 1.411 1.04 1.42
## P123 26.634 21 0.183 1.211 1.210 0.83 0.84
## P124 27.222 21 0.164 1.237 1.263 0.84 0.90
## P125 28.255 21 0.133 1.284 1.307 0.89 0.94
## P126 11.098 21 0.961 0.504 0.502 -1.97 -2.03
## P127 18.721 21 0.603 0.851 0.891 -0.39 -0.26
## P128 4.774 21 1.000 0.217 0.211 -3.52 -3.52
## P129 14.900 21 0.828 0.677 0.651 -0.97 -1.06
## P130 34.845 21 0.029 1.584 1.587 1.66 1.65
## P131 6.991 21 0.998 0.318 0.323 -2.75 -2.70
## P132 24.313 21 0.278 1.105 1.329 0.39 0.97
## P133 15.866 21 0.777 0.721 0.742 -0.89 -0.82
## P134 6.704 21 0.999 0.305 0.305 -2.79 -2.76
## P135 13.025 21 0.908 0.592 0.561 -1.54 -1.74
## P136 7.700 21 0.996 0.350 0.328 -2.57 -2.67
## P137 16.647 21 0.732 0.757 0.766 -0.69 -0.64
## P138 20.048 21 0.518 0.911 0.943 -0.19 -0.09
## P139 9.202 21 0.988 0.418 0.392 -2.17 -2.31
## P140 12.003 21 0.940 0.546 0.556 -1.51 -1.45
## P141 11.897 21 0.942 0.541 0.553 -1.55 -1.48
## P142 13.623 21 0.885 0.619 0.628 -1.26 -1.23
## P143 14.159 21 0.863 0.644 0.654 -1.44 -1.42
## P144 12.873 21 0.913 0.585 0.548 -1.36 -1.50
## P145 24.342 21 0.277 1.106 1.091 0.44 0.39
## P146 28.627 21 0.123 1.301 1.363 1.13 1.33
## P147 13.357 21 0.896 0.607 0.599 -1.28 -1.30
## P148 3.907 21 1.000 0.178 0.182 -3.80 -3.71
## P149 10.371 21 0.974 0.471 0.447 -1.93 -2.03
## P150 18.328 21 0.628 0.833 0.892 -0.31 -0.20
## P151 14.224 21 0.860 0.647 0.612 -1.12 -1.27
## P152 36.763 21 0.018 1.671 1.648 2.21 2.14
## P153 6.994 21 0.998 0.318 0.307 -2.74 -2.78
## P154 35.600 21 0.024 1.618 1.618 1.96 1.99
## P155 13.062 21 0.906 0.594 0.580 -1.36 -1.40
## P156 6.075 21 0.999 0.276 0.252 -3.03 -3.16
## P157 29.587 21 0.101 1.345 1.343 1.04 1.03
## P158 14.996 21 0.823 0.682 0.893 -0.25 0.03
## P159 3.418 21 1.000 0.155 0.157 -4.05 -3.98
## P160 8.125 21 0.995 0.369 0.386 -2.40 -2.28
## P161 19.071 21 0.581 0.867 0.824 -0.41 -0.62
## P162 4.989 21 1.000 0.227 0.228 -3.95 -4.04
## P163 15.256 21 0.810 0.693 0.895 -0.23 0.04
## P164 18.218 21 0.635 0.828 0.846 -0.43 -0.36
## P165 8.478 21 0.993 0.385 0.394 -2.31 -2.25
## P166 11.799 21 0.945 0.536 0.534 -1.58 -1.56
## P167 26.033 21 0.205 1.183 1.047 0.48 0.28
## P168 19.993 21 0.522 0.909 0.875 -0.25 -0.40
## P169 15.240 21 0.811 0.693 0.691 -0.91 -0.90
## P170 22.103 21 0.394 1.005 0.929 0.13 -0.10
## P171 12.359 21 0.929 0.562 0.523 -1.56 -1.77
## P172 18.529 21 0.615 0.842 0.811 -0.43 -0.53
## P173 18.858 21 0.594 0.857 0.813 -0.36 -0.51
## P174 10.739 21 0.968 0.488 0.489 -2.11 -2.16
## P175 16.714 21 0.728 0.760 0.742 -0.80 -0.90
## P176 6.207 21 0.999 0.282 0.279 -3.17 -3.24
## P177 26.378 21 0.192 1.199 1.192 0.67 0.65
## P178 21.877 21 0.407 0.994 1.068 0.07 0.33
## P179 7.804 21 0.996 0.355 0.371 -2.48 -2.36
## P180 18.938 21 0.589 0.861 0.948 -0.34 -0.06
## P181 19.205 21 0.572 0.873 0.917 -0.20 -0.13
## P182 28.285 21 0.132 1.286 1.065 0.60 0.31
## P183 59.980 21 0.000 2.726 2.705 4.00 3.90
## P184 26.970 21 0.172 1.226 1.213 0.76 0.71
## P185 14.353 21 0.854 0.652 0.731 -1.13 -0.83
## P186 29.901 21 0.094 1.359 1.115 0.85 0.41
## P187 21.351 21 0.438 0.970 0.966 -0.02 -0.04
## P188 14.635 21 0.841 0.665 0.664 -1.11 -1.10
## P189 25.135 21 0.241 1.143 1.093 0.47 0.37
## P190 14.946 21 0.826 0.679 0.645 -0.98 -1.11
## P191 16.341 21 0.750 0.743 0.717 -0.97 -1.12
## P192 24.843 21 0.254 1.129 1.167 0.55 0.66
## P193 11.550 21 0.951 0.525 0.489 -1.97 -2.13
## P194 144.160 21 0.000 6.553 5.322 9.84 8.62
## P195 6.891 21 0.998 0.313 0.311 -2.81 -2.78
## P196 36.287 21 0.020 1.649 1.941 2.12 2.92
## P197 22.169 21 0.390 1.008 1.069 0.13 0.32
## P198 5.603 21 1.000 0.255 0.258 -3.16 -3.10
## P199 24.517 21 0.269 1.114 1.007 0.47 0.12
## P200 24.421 21 0.273 1.110 1.081 0.43 0.34
## P201 20.570 21 0.485 0.935 1.007 0.30 0.32
## P202 24.108 21 0.288 1.096 1.110 0.41 0.45
## P203 4.646 21 1.000 0.211 0.202 -3.53 -3.55
## P204 6.182 21 0.999 0.281 0.294 -3.02 -2.89
## P205 13.981 21 0.870 0.636 0.653 -1.42 -1.40
## P206 7.023 21 0.998 0.319 0.302 -2.74 -2.81
## P207 20.436 21 0.494 0.929 0.953 -0.18 -0.08
## P208 21.889 21 0.406 0.995 1.054 0.07 0.29
## P209 10.632 21 0.969 0.483 0.477 -2.07 -2.07
## P210 46.360 21 0.001 2.107 2.114 2.75 2.73
## P211 6.667 21 0.999 0.303 0.290 -2.97 -3.02
## P212 15.246 21 0.810 0.693 0.652 -1.06 -1.22
## P213 17.762 21 0.664 0.807 0.676 -0.63 -1.23
## P214 19.047 21 0.582 0.866 0.848 -0.45 -0.52
## P215 24.410 21 0.274 1.110 1.080 0.49 0.38
## P216 18.053 21 0.646 0.821 0.835 -0.52 -0.46
## P217 17.058 21 0.708 0.775 0.828 -0.79 -0.60
## P218 20.519 21 0.489 0.933 1.006 0.30 0.32
## P219 23.489 21 0.318 1.068 1.052 0.33 0.27
## P220 23.153 21 0.336 1.052 1.079 0.28 0.38
## P221 21.365 21 0.437 0.971 0.915 -0.02 -0.25
## P222 23.322 21 0.327 1.060 1.020 0.29 0.20
## P223 16.807 21 0.723 0.764 0.715 -0.67 -0.86
## P224 26.518 21 0.187 1.205 1.239 0.80 0.89
## P225 21.447 21 0.432 0.975 0.959 -0.01 -0.06
## P226 17.812 21 0.661 0.810 0.790 -0.67 -0.75
## P227 28.979 21 0.114 1.317 1.138 1.08 0.57
## P228 47.293 21 0.001 2.150 2.248 2.72 2.86
## P229 35.203 21 0.027 1.600 1.699 1.69 1.93
## P230 18.392 21 0.624 0.836 0.918 -0.12 -0.01
## P231 14.583 21 0.843 0.663 0.706 -1.10 -1.03
## P232 19.467 21 0.555 0.885 0.905 -0.27 -0.24
## P233 9.337 21 0.986 0.424 0.410 -2.41 -2.45
## P234 20.081 21 0.516 0.913 0.858 -0.18 -0.42
## P235 37.288 21 0.016 1.695 1.583 1.83 1.57
## P236 17.458 21 0.683 0.794 0.845 -0.57 -0.39
## P237 39.380 21 0.009 1.790 1.798 2.06 2.08
## P238 21.922 21 0.404 0.996 0.872 0.10 -0.30
## P239 29.159 21 0.110 1.325 1.437 0.95 1.32
## P240 32.738 21 0.049 1.488 1.489 1.53 1.51
## P241 24.951 21 0.249 1.134 1.167 0.51 0.60
## P242 7.011 21 0.998 0.319 0.316 -2.70 -2.69
## P243 22.821 21 0.354 1.037 1.025 0.22 0.19
## P244 46.927 21 0.001 2.133 2.199 2.76 2.84
## P245 22.828 21 0.353 1.038 1.038 0.22 0.22
## P246 21.544 21 0.426 0.979 1.021 0.05 0.17
## P247 4.974 21 1.000 0.226 0.216 -3.44 -3.47
## P248 6.424 21 0.999 0.292 0.310 -2.99 -2.83
## P249 17.470 21 0.682 0.794 0.764 -0.36 -0.47
## P250 45.959 21 0.001 2.089 2.048 3.20 3.17
## P251 7.280 21 0.998 0.331 0.349 -2.66 -2.54
## P252 27.188 21 0.165 1.236 1.241 0.88 0.88
## P253 55.284 21 0.000 2.513 2.637 3.94 4.10
## P254 15.353 21 0.805 0.698 0.637 -0.90 -1.13
## P255 22.574 21 0.367 1.026 1.058 0.19 0.29
## P256 16.257 21 0.755 0.739 0.856 -0.59 -0.31
## P257 18.840 21 0.595 0.856 0.870 -0.33 -0.28
## P258 10.293 21 0.975 0.468 0.480 -1.90 -1.83
## P259 25.759 21 0.216 1.171 1.045 0.47 0.28
## P260 12.566 21 0.923 0.571 0.556 -1.49 -1.54
## P261 34.930 21 0.029 1.588 1.586 1.79 1.82
## P262 12.299 21 0.931 0.559 0.604 -1.47 -1.26
## P263 31.715 21 0.063 1.442 1.429 1.41 1.35
## P264 27.709 21 0.149 1.259 1.084 0.61 0.33
## P265 86.536 21 0.000 3.933 3.972 5.31 5.30
## P266 15.763 21 0.783 0.717 0.755 -0.86 -0.71
## P267 6.837 21 0.998 0.311 0.299 -3.06 -3.22
## P268 11.964 21 0.941 0.544 0.602 -1.53 -1.26
## P269 11.826 21 0.944 0.538 0.527 -1.55 -1.58
## P270 30.652 21 0.080 1.393 1.500 1.44 1.77
## P271 4.688 21 1.000 0.213 0.212 -3.51 -3.47
## P272 50.877 21 0.000 2.313 2.360 3.27 3.31
## P273 13.783 21 0.879 0.626 0.606 -1.20 -1.28
## P274 17.659 21 0.670 0.803 0.793 -0.66 -0.69
## P275 24.023 21 0.292 1.092 0.975 0.36 0.05
## P276 18.040 21 0.646 0.820 0.823 -0.49 -0.47
## P277 26.486 21 0.189 1.204 1.241 0.72 0.84
## P278 5.131 21 1.000 0.233 0.235 -3.93 -4.01
## P279 21.604 21 0.423 0.982 1.011 0.34 0.33
## P280 21.604 21 0.423 0.982 1.011 0.34 0.33
## P281 18.285 21 0.631 0.831 0.915 -0.13 -0.02
## P282 20.134 21 0.513 0.915 0.891 -0.15 -0.22
## P283 4.971 21 1.000 0.226 0.222 -3.40 -3.39
## P284 10.168 21 0.977 0.462 0.454 -1.91 -1.93
## P285 21.604 21 0.423 0.982 1.011 0.34 0.33
## P286 23.751 21 0.305 1.080 1.035 0.36 0.22
## P287 13.331 21 0.897 0.606 0.669 -1.32 -1.06
## P288 16.470 21 0.743 0.749 0.784 -0.94 -0.79
## P289 29.908 21 0.094 1.359 1.369 1.07 1.08
## P290 11.924 21 0.942 0.542 0.570 -1.57 -1.42
## P291 3.011 21 1.000 0.137 0.129 -4.29 -4.33
## P292 12.754 21 0.917 0.580 0.625 -1.38 -1.19
## P293 9.193 21 0.988 0.418 0.885 -0.34 0.19
## P294 22.570 21 0.367 1.026 1.073 0.19 0.36
## P295 7.645 21 0.996 0.348 0.354 -2.68 -2.60
## P296 36.446 21 0.019 1.657 1.684 2.05 2.09
## P297 9.583 21 0.984 0.436 0.449 -2.10 -2.03
## P298 19.947 21 0.525 0.907 0.931 -0.20 -0.15
## P299 46.667 21 0.001 2.121 2.095 2.70 2.62
## P300 27.331 21 0.160 1.242 1.331 0.78 0.99
## P301 4.685 21 1.000 0.213 0.221 -3.48 -3.37
## P302 58.270 21 0.000 2.649 2.583 4.07 4.04
## P303 7.153 21 0.998 0.325 0.328 -2.72 -2.69
## P304 17.323 21 0.691 0.787 0.760 -0.73 -0.82
## P305 12.343 21 0.930 0.561 0.577 -1.92 -1.85
## P306 9.728 21 0.982 0.442 0.440 -2.09 -2.07
## P307 11.912 21 0.942 0.541 0.562 -1.75 -1.70
## P308 19.769 21 0.536 0.899 0.889 -0.31 -0.35
## P309 12.097 21 0.937 0.550 0.549 -1.73 -1.69
## P310 101.451 21 0.000 4.611 3.908 3.66 3.28
## P311 9.349 21 0.986 0.425 0.411 -2.14 -2.19
## P312 15.658 21 0.789 0.712 0.830 -0.84 -0.42
## P313 21.788 21 0.412 0.990 0.993 0.07 0.08
## P314 43.065 21 0.003 1.958 1.722 2.80 2.33
## P315 73.756 21 0.000 3.353 3.358 4.98 4.91
## P316 53.371 21 0.000 2.426 2.509 4.00 4.19
## P317 24.832 21 0.254 1.129 1.018 0.50 0.16
## P318 13.270 21 0.899 0.603 0.845 -0.63 -0.17
## P319 34.552 21 0.032 1.571 1.650 1.61 1.80
## P320 9.291 21 0.987 0.422 0.434 -2.17 -2.11
## P321 9.444 21 0.985 0.429 0.445 -2.15 -2.07
## P322 18.153 21 0.639 0.825 0.809 -0.46 -0.51
## P323 42.548 21 0.004 1.934 1.953 2.85 2.86
## P324 32.369 21 0.054 1.471 1.478 1.33 1.34
## P325 17.394 21 0.687 0.791 0.771 -0.57 -0.63
## P326 12.226 21 0.933 0.556 0.525 -1.49 -1.62
## P327 41.061 21 0.006 1.866 1.908 2.19 2.26
## P328 14.172 21 0.862 0.644 0.644 -1.28 -1.25
## P329 28.095 21 0.137 1.277 1.355 1.01 1.29
## P330 4.259 21 1.000 0.194 0.202 -3.78 -3.64
## P331 9.244 21 0.987 0.420 0.408 -2.43 -2.46
## P332 16.554 21 0.738 0.752 0.798 -0.89 -0.71
## P333 10.980 21 0.963 0.499 0.481 -1.99 -2.05
## P334 7.135 21 0.998 0.324 0.332 -2.70 -2.64
## P335 70.940 21 0.000 3.225 3.292 4.92 4.94
## P336 9.320 21 0.986 0.424 0.432 -2.10 -2.03
## P337 24.322 21 0.278 1.106 1.133 0.46 0.55
## P338 16.274 21 0.754 0.740 0.694 -0.94 -1.18
## P339 79.845 21 0.000 3.629 3.278 5.04 4.58
## P340 13.178 21 0.902 0.599 0.571 -1.28 -1.39
## P341 20.153 21 0.512 0.916 0.934 -0.21 -0.14
## P342 15.596 21 0.792 0.709 0.717 -0.85 -0.81
## P343 25.826 21 0.213 1.174 1.137 0.70 0.57
## P344 23.910 21 0.297 1.087 1.046 0.37 0.25
## P345 33.943 21 0.037 1.543 1.578 1.78 1.90
## P346 10.306 21 0.975 0.468 0.475 -1.87 -1.82
## P347 27.386 21 0.158 1.245 1.251 0.79 0.80
## P348 14.758 21 0.835 0.671 0.648 -1.02 -1.11
## P349 22.031 21 0.398 1.001 0.964 0.12 0.01
## P350 46.563 21 0.001 2.117 1.832 3.16 2.61
## P351 27.065 21 0.169 1.230 1.082 0.76 0.35
## P352 10.701 21 0.968 0.486 0.521 -2.04 -1.91
## P353 38.586 21 0.011 1.754 1.889 2.16 2.52
## P354 21.027 21 0.457 0.956 0.956 -0.08 -0.08
## P355 19.227 21 0.571 0.874 0.915 -0.28 -0.15
## P356 42.237 21 0.004 1.920 1.942 2.72 2.88
## P357 26.427 21 0.191 1.201 1.029 0.54 0.34
## P358 7.434 21 0.997 0.338 0.323 -2.81 -2.97
## P359 82.742 21 0.000 3.761 4.039 4.29 5.16
## P360 21.859 21 0.408 0.994 1.036 0.09 0.22
## P361 13.602 21 0.886 0.618 0.623 -1.30 -1.31
## P362 14.586 21 0.843 0.663 0.835 -0.67 -0.29
## P363 2.661 21 1.000 0.121 0.110 -4.55 -4.63
## P364 4.992 21 1.000 0.227 0.228 -3.49 -3.42
## P365 22.858 21 0.352 1.039 1.035 0.23 0.22
## P366 16.784 21 0.724 0.763 0.783 -0.70 -0.63
## P367 18.630 21 0.609 0.847 0.837 -0.40 -0.43
## P368 16.284 21 0.753 0.740 0.684 -0.84 -1.04
## P369 20.570 21 0.485 0.935 1.007 0.30 0.32
## P370 17.181 21 0.700 0.781 0.750 -0.67 -0.81
## P371 19.550 21 0.550 0.889 0.946 -0.09 0.00
## P372 18.485 21 0.618 0.840 0.929 -0.49 -0.16
## P373 11.995 21 0.940 0.545 0.561 -1.52 -1.44
## P374 9.572 21 0.984 0.435 0.426 -2.04 -2.06
## P375 24.156 21 0.286 1.098 1.132 0.40 0.49
## P376 48.482 21 0.001 2.204 1.993 2.81 2.41
## P377 44.520 21 0.002 2.024 2.105 2.90 3.14
## P378 6.327 21 0.999 0.288 0.296 -2.91 -2.82
## P379 19.190 21 0.573 0.872 0.944 -0.26 -0.08
## P380 16.438 21 0.745 0.747 0.936 -0.14 0.11
## P381 11.445 21 0.953 0.520 0.533 -2.12 -2.08
## P382 22.993 21 0.344 1.045 1.205 0.25 0.76
## P383 18.552 21 0.614 0.843 0.851 -0.51 -0.49
## P384 12.517 21 0.925 0.569 0.573 -1.56 -1.57
## P385 19.138 21 0.576 0.870 0.848 -0.43 -0.52
## P386 21.735 21 0.415 0.988 1.081 0.04 0.39
## P387 16.290 21 0.753 0.740 0.712 -0.76 -0.87
## P388 10.382 21 0.974 0.472 0.480 -2.12 -2.13
## P389 15.844 21 0.778 0.720 0.704 -1.09 -1.16
## P390 16.589 21 0.736 0.754 0.722 -0.87 -0.99
## P391 48.993 21 0.001 2.227 2.239 2.83 2.83
## P392 14.020 21 0.869 0.637 0.641 -1.44 -1.40
## P393 17.916 21 0.654 0.814 0.827 -0.49 -0.44
## P394 34.342 21 0.033 1.561 1.609 1.61 1.70
## P395 11.332 21 0.956 0.515 0.470 -1.66 -1.87
## P396 36.463 21 0.019 1.657 1.582 2.02 1.88
## P397 4.605 21 1.000 0.209 0.203 -3.54 -3.54
## P398 33.828 21 0.038 1.538 1.618 1.50 1.66
## P399 37.823 21 0.014 1.719 1.579 2.06 1.77
## P400 26.301 21 0.195 1.196 1.526 0.69 1.62
## P401 31.113 21 0.072 1.414 1.375 1.20 1.10
## P402 18.910 21 0.591 0.860 0.888 -0.33 -0.23
## P403 7.241 21 0.998 0.329 0.303 -2.86 -2.99
## P404 24.748 21 0.258 1.125 1.188 0.51 0.72
## P405 25.654 21 0.220 1.166 1.143 0.68 0.60
## P406 71.760 21 0.000 3.262 3.009 5.21 4.90
## P407 31.397 21 0.067 1.427 1.448 1.24 1.27
## P408 24.299 21 0.279 1.105 1.025 0.47 0.18
## P409 33.324 21 0.043 1.515 1.504 1.53 1.53
## P410 34.921 21 0.029 1.587 1.459 1.63 1.33
## P411 11.435 21 0.954 0.520 0.770 -0.85 -0.35
## P412 7.169 21 0.998 0.326 0.339 -2.73 -2.65
## P413 22.397 21 0.377 1.018 1.080 0.16 0.39
## P414 14.333 21 0.855 0.651 0.641 -1.08 -1.10
## P415 21.040 21 0.457 0.956 0.987 -0.05 0.05
## P416 42.619 21 0.004 1.937 2.184 2.89 3.49
## P417 18.210 21 0.636 0.828 0.788 -0.57 -0.77
## P418 30.003 21 0.092 1.364 1.392 1.36 1.46
## P419 4.619 21 1.000 0.210 0.191 -3.70 -3.82
## P420 7.726 21 0.996 0.351 0.371 -2.76 -2.69
## P421 21.445 21 0.432 0.975 1.152 0.03 0.59
## P422 18.764 21 0.600 0.853 0.889 -0.38 -0.26
## P423 17.924 21 0.654 0.815 0.732 -0.51 -0.83
## P424 11.539 21 0.951 0.524 0.472 -1.61 -1.84
## P425 7.040 21 0.998 0.320 0.331 -2.79 -2.73
## P426 46.968 21 0.001 2.135 2.115 3.08 2.99
## P427 54.821 21 0.000 2.492 2.718 3.14 3.86
## P428 36.430 21 0.020 1.656 1.836 1.97 2.54
## P429 19.948 21 0.525 0.907 0.906 -0.24 -0.23
## P430 27.334 21 0.160 1.242 1.209 0.85 0.77
## P431 19.153 21 0.575 0.871 0.891 -0.05 -0.07
## P432 32.640 21 0.050 1.484 1.416 1.39 1.23
## P433 10.973 21 0.963 0.499 0.501 -1.74 -1.72
## P434 11.936 21 0.941 0.543 0.563 -1.53 -1.42
## P435 15.899 21 0.775 0.723 0.741 -0.95 -0.94
## P436 21.606 21 0.422 0.982 1.002 0.16 0.17
## P437 3.612 21 1.000 0.164 0.160 -3.96 -3.94
## P438 10.002 21 0.979 0.455 0.425 -2.05 -2.23
## P439 5.899 21 0.999 0.268 0.277 -3.04 -2.94
## P440 17.960 21 0.652 0.816 0.824 -0.47 -0.44
## P441 9.885 21 0.980 0.449 0.437 -1.97 -2.02
## P442 19.407 21 0.559 0.882 0.991 -0.03 0.14
## P443 11.417 21 0.954 0.519 0.516 -1.88 -1.86
## P444 16.759 21 0.726 0.762 0.785 -0.79 -0.75
## P445 21.604 21 0.423 0.982 1.011 0.34 0.33
## P446 22.040 21 0.397 1.002 1.021 0.10 0.17
## P447 24.590 21 0.265 1.118 1.149 0.46 0.54
## P448 18.876 21 0.593 0.858 0.922 -0.48 -0.22
## P449 32.361 21 0.054 1.471 1.414 1.35 1.22
## P450 14.953 21 0.825 0.680 0.691 -1.29 -1.24
## P451 11.724 21 0.947 0.533 0.560 -1.62 -1.49
## P452 10.701 21 0.968 0.486 0.473 -2.12 -2.16
## P453 24.652 21 0.263 1.121 1.241 0.47 0.87
## P454 20.471 21 0.492 0.930 0.888 -0.10 -0.24
## P455 16.379 21 0.748 0.744 0.743 -0.96 -0.99
## P456 16.020 21 0.769 0.728 0.852 -0.49 -0.25
## P457 24.085 21 0.289 1.095 1.343 0.38 1.04
## P458 7.572 21 0.997 0.344 0.357 -2.57 -2.47
## P459 18.854 21 0.595 0.857 0.883 -0.46 -0.35
## P460 8.266 21 0.994 0.376 0.396 -2.36 -2.22
## P461 29.257 21 0.108 1.330 1.378 1.21 1.34
## P462 10.113 21 0.977 0.460 0.470 -1.97 -1.92
## P463 29.493 21 0.103 1.341 1.378 1.16 1.25
## P464 19.361 21 0.562 0.880 0.995 0.07 0.20
## P465 13.710 21 0.882 0.623 0.618 -1.57 -1.58
## P466 20.397 21 0.496 0.927 0.951 -0.19 -0.09
## P467 15.440 21 0.800 0.702 0.897 -0.22 0.04
## P468 23.411 21 0.322 1.064 1.047 0.30 0.25
## P469 58.489 21 0.000 2.659 2.691 3.54 3.56
## P470 11.372 21 0.955 0.517 0.508 -1.75 -1.76
## P471 36.261 21 0.020 1.648 1.638 1.90 1.91
## P472 25.044 21 0.245 1.138 1.134 0.52 0.50
## P473 33.380 21 0.042 1.517 1.537 1.48 1.51
## P474 14.063 21 0.867 0.639 0.960 -0.02 0.27
## P475 24.356 21 0.276 1.107 1.106 0.42 0.42
## P476 12.285 21 0.932 0.558 0.544 -1.68 -1.72
## P477 4.415 21 1.000 0.201 0.183 -3.71 -3.81
## P478 2.661 21 1.000 0.121 0.110 -4.55 -4.63
## P479 12.312 21 0.931 0.560 0.570 -1.46 -1.39
## P480 9.243 21 0.987 0.420 0.408 -2.17 -2.21
## P481 14.659 21 0.840 0.666 0.682 -1.27 -1.26
## P482 38.799 21 0.010 1.764 1.780 1.98 1.99
## P483 14.864 21 0.830 0.676 0.664 -0.98 -1.01
## P484 9.764 21 0.982 0.444 0.435 -2.23 -2.23
## P485 2.391 21 1.000 0.109 0.106 -4.59 -4.57
## P486 10.192 21 0.976 0.463 0.454 -2.02 -2.03
## P487 8.285 21 0.994 0.377 0.349 -2.59 -2.83
## P488 5.620 21 1.000 0.255 0.282 -3.18 -2.94
## P489 14.672 21 0.839 0.667 0.853 -0.48 -0.15
## P490 13.304 21 0.898 0.605 0.602 -1.34 -1.36
## P491 15.482 21 0.798 0.704 0.815 -0.69 -0.45
## P492 10.108 21 0.977 0.459 0.428 -1.92 -2.05
## P493 15.432 21 0.801 0.701 0.752 -0.98 -0.80
## P494 26.717 21 0.180 1.214 1.346 0.75 1.13
## P495 3.964 21 1.000 0.180 0.185 -3.80 -3.71
## P496 52.715 21 0.000 2.396 2.150 1.64 1.60
## P497 17.177 21 0.700 0.781 0.847 -0.59 -0.36
## P498 3.213 21 1.000 0.146 0.143 -4.15 -4.13
## P499 14.098 21 0.865 0.641 0.674 -1.31 -1.25
## P500 24.681 21 0.261 1.122 1.041 0.40 0.27
## P501 13.745 21 0.880 0.625 0.681 -1.19 -0.96
## P502 20.638 21 0.481 0.938 0.923 -0.15 -0.21
## P503 26.962 21 0.172 1.226 1.059 0.53 0.30
## P504 7.681 21 0.996 0.349 0.341 -2.52 -2.55
## P505 17.995 21 0.649 0.818 0.973 -0.02 0.17
## P506 26.962 21 0.172 1.226 1.059 0.53 0.30
## P507 19.117 21 0.578 0.869 0.853 -0.32 -0.37
## P508 18.133 21 0.641 0.824 0.816 -0.47 -0.51
## P509 35.135 21 0.027 1.597 1.602 1.69 1.68
## P510 7.076 21 0.998 0.322 0.322 -2.70 -2.66
## P511 8.187 21 0.994 0.372 0.347 -2.59 -2.81
## P512 11.997 21 0.940 0.545 0.516 -1.51 -1.63
## P513 12.201 21 0.934 0.555 0.545 -1.48 -1.50
## P514 21.147 21 0.450 0.961 0.903 0.00 -0.18
## P515 12.980 21 0.909 0.590 0.562 -1.37 -1.50
## P516 15.047 21 0.821 0.684 0.668 -1.14 -1.24
## P517 44.120 21 0.002 2.005 2.005 2.67 2.63
## P518 4.843 21 1.000 0.220 0.222 -3.54 -3.47
## P519 18.337 21 0.628 0.834 0.876 -0.38 -0.30
## P520 12.709 21 0.918 0.578 0.570 -1.63 -1.72
## P521 14.266 21 0.858 0.648 0.624 -1.26 -1.34
## P522 93.200 21 0.000 4.236 4.013 5.93 5.73
## P523 19.361 21 0.562 0.880 0.995 0.07 0.20
## P524 11.994 21 0.940 0.545 0.535 -1.59 -1.65
## P525 40.498 21 0.006 1.841 1.763 2.17 2.01
## P526 17.322 21 0.691 0.787 0.751 -0.78 -0.94
## P527 13.741 21 0.880 0.625 0.639 -1.61 -1.54
## P528 6.174 21 0.999 0.281 0.304 -3.03 -2.83
## P529 18.319 21 0.629 0.833 0.902 -0.22 -0.11
## P530 23.803 21 0.303 1.082 0.966 0.44 0.32
## P531 14.906 21 0.828 0.678 0.663 -0.98 -1.02
## P532 23.441 21 0.321 1.066 1.058 0.33 0.30
## P533 17.461 21 0.683 0.794 0.782 -0.55 -0.58
## P534 24.385 21 0.275 1.108 1.181 0.42 0.62
## P535 21.474 21 0.430 0.976 1.082 0.01 0.39
## P536 28.773 21 0.120 1.308 1.345 0.96 1.06
## P537 17.128 21 0.703 0.779 0.782 -0.68 -0.66
## P538 31.032 21 0.073 1.411 1.431 1.21 1.25
## P539 20.837 21 0.469 0.947 0.925 -0.12 -0.20
## P540 9.193 21 0.988 0.418 0.885 -0.34 0.19
## P541 17.575 21 0.676 0.799 0.775 -0.70 -0.79
## P542 9.270 21 0.987 0.421 0.393 -2.36 -2.48
## P543 15.457 21 0.799 0.703 0.892 -0.40 -0.07
## P544 8.062 21 0.995 0.366 0.326 -2.41 -2.63
## P545 20.474 21 0.491 0.931 0.970 0.00 0.06
## P546 21.802 21 0.411 0.991 0.907 0.07 -0.24
## P547 43.783 21 0.002 1.990 2.113 1.31 1.56
## P548 8.644 21 0.992 0.393 0.368 -2.60 -2.71
## P549 11.362 21 0.955 0.516 0.503 -1.96 -1.99
## P550 26.578 21 0.185 1.208 1.306 0.82 1.15
## P551 53.534 21 0.000 2.433 2.441 3.29 3.26
## P552 25.210 21 0.238 1.146 1.155 0.59 0.64
## P553 25.764 21 0.216 1.171 1.046 0.47 0.28
## P554 22.061 21 0.396 1.003 1.013 0.36 0.33
## P555 5.431 21 1.000 0.247 0.256 -3.20 -3.10
## P556 4.688 21 1.000 0.213 0.212 -3.51 -3.47
## P557 9.023 21 0.989 0.410 0.370 -2.18 -2.37
## P558 30.148 21 0.089 1.370 1.385 1.25 1.27
## P559 21.629 21 0.421 0.983 1.018 0.03 0.16
## P560 13.098 21 0.905 0.595 0.892 -0.41 0.03
## P561 36.062 21 0.022 1.639 1.766 1.14 1.44
## P562 14.595 21 0.843 0.663 0.685 -1.29 -1.25
## P563 11.388 21 0.955 0.518 0.492 -1.64 -1.74
## P564 18.967 21 0.587 0.862 0.913 -0.23 -0.14
## P565 37.838 21 0.013 1.720 1.770 2.21 2.30
## P566 11.480 21 0.953 0.522 0.527 -1.75 -1.75
## P567 11.193 21 0.959 0.509 0.495 -2.12 -2.16
## P568 15.580 21 0.793 0.708 0.744 -0.85 -0.71
## P569 41.340 21 0.005 1.879 1.981 2.66 2.85
## P570 44.816 21 0.002 2.037 2.118 1.35 1.57
## P571 31.940 21 0.059 1.452 1.393 1.12 1.11
## P572 6.717 21 0.999 0.305 0.290 -3.48 -3.68
## P573 23.344 21 0.326 1.061 1.054 0.31 0.29
## P574 8.944 21 0.990 0.407 0.399 -2.20 -2.22
## P575 19.772 21 0.536 0.899 0.849 -0.26 -0.49
## P576 41.284 21 0.005 1.877 1.925 2.31 2.43
## P577 15.397 21 0.803 0.700 0.712 -1.08 -1.05
## P578 35.819 21 0.023 1.628 1.778 2.09 2.50
## P579 8.703 21 0.991 0.396 0.398 -2.36 -2.36
## P580 33.829 21 0.038 1.538 1.535 1.52 1.51
## P581 5.583 21 1.000 0.254 0.258 -3.70 -3.76
## P582 11.001 21 0.963 0.500 0.519 -1.76 -1.65
## P583 10.705 21 0.968 0.487 0.471 -1.78 -1.84
## P584 25.522 21 0.225 1.160 1.956 0.45 1.41
## P585 18.423 21 0.622 0.837 0.825 -0.41 -0.44
## P586 15.254 21 0.810 0.693 0.715 -1.15 -1.10
## P587 8.182 21 0.994 0.372 0.383 -2.45 -2.39
## P588 45.500 21 0.001 2.068 2.179 3.20 3.44
## P589 30.157 21 0.089 1.371 1.417 1.18 1.32
## P590 36.445 21 0.019 1.657 1.644 2.15 2.15
## P591 17.628 21 0.672 0.801 1.180 -0.18 0.49
## P592 37.905 21 0.013 1.723 1.822 2.05 2.32
## P593 6.924 21 0.998 0.315 0.306 -2.73 -2.75
## P594 29.064 21 0.112 1.321 1.456 0.86 1.25
## P595 8.176 21 0.994 0.372 0.366 -2.48 -2.48
## P596 40.230 21 0.007 1.829 1.962 2.16 2.43
## P597 21.320 21 0.440 0.969 0.959 0.02 -0.01
## P598 10.846 21 0.966 0.493 0.483 -1.81 -1.86
## P599 24.687 21 0.261 1.122 1.111 0.47 0.43
## P600 14.135 21 0.864 0.642 0.660 -1.11 -1.02
## P601 24.121 21 0.287 1.096 1.129 0.43 0.54
## P602 19.326 21 0.564 0.878 0.810 -0.39 -0.68
## P603 33.968 21 0.037 1.544 1.595 1.80 1.91
## P604 37.640 21 0.014 1.711 1.665 1.86 1.75
## P605 25.221 21 0.238 1.146 1.399 0.55 1.32
## P606 30.379 21 0.085 1.381 2.017 0.71 1.47
## P607 18.410 21 0.623 0.837 0.879 -0.49 -0.37
## P608 53.322 21 0.000 2.424 2.453 3.47 3.47
## P609 34.427 21 0.033 1.565 1.585 1.55 1.58
## P610 17.863 21 0.658 0.812 0.968 -0.03 0.16
## P611 20.479 21 0.491 0.931 0.885 -0.12 -0.27
## P612 24.502 21 0.269 1.114 1.070 0.51 0.35
## P613 33.051 21 0.046 1.502 1.821 1.22 2.00
## P614 30.432 21 0.084 1.383 1.404 1.37 1.46
## P615 47.936 21 0.001 2.179 2.258 3.41 3.65
## P616 22.061 21 0.396 1.003 1.013 0.36 0.33
## P617 21.073 21 0.455 0.958 1.009 0.32 0.32
## P618 15.775 21 0.782 0.717 0.681 -0.86 -1.00
## P619 24.014 21 0.292 1.092 1.119 0.42 0.52
## P620 24.713 21 0.260 1.123 1.175 0.47 0.61
## P621 33.570 21 0.040 1.526 1.579 1.47 1.57
## P622 64.355 21 0.000 2.925 3.048 3.94 4.07
## P623 6.556 21 0.999 0.298 0.314 -2.85 -2.71
## P624 18.573 21 0.612 0.844 0.839 -0.52 -0.56
## P625 53.489 21 0.000 2.431 2.483 3.68 3.71
## P626 38.398 21 0.012 1.745 1.775 2.30 2.46
## P627 23.648 21 0.310 1.075 1.020 0.34 0.16
## P628 26.427 21 0.191 1.201 1.029 0.54 0.34
## P629 5.024 21 1.000 0.228 0.230 -3.84 -3.92
## P630 42.758 21 0.003 1.944 2.467 2.44 3.72
## P631 29.365 21 0.106 1.335 1.402 1.04 1.22
## P632 16.985 21 0.712 0.772 0.768 -0.74 -0.78
## P633 11.541 21 0.951 0.525 0.929 -0.18 0.24
## P634 57.460 21 0.000 2.612 2.521 3.66 3.55
## P635 52.614 21 0.000 2.392 2.307 3.59 3.50
## P636 31.456 21 0.066 1.430 1.815 1.08 1.99
## P637 15.653 21 0.789 0.711 0.868 -0.53 -0.21
## P638 32.794 21 0.049 1.491 1.477 1.68 1.68
## P639 80.759 21 0.000 3.671 3.707 5.90 5.84
## P640 24.996 21 0.247 1.136 1.253 0.56 0.97
## P641 4.310 21 1.000 0.196 0.194 -3.63 -3.60
## P642 19.361 21 0.562 0.880 0.995 0.07 0.20
## P643 19.527 21 0.551 0.888 0.948 -0.35 -0.11
## P644 10.466 21 0.972 0.476 0.500 -1.91 -1.79
## P645 58.126 21 0.000 2.642 2.630 3.51 3.46
## P646 21.073 21 0.455 0.958 1.009 0.32 0.32
## P647 31.122 21 0.072 1.415 1.498 1.26 1.58
## P648 21.073 21 0.455 0.958 1.009 0.32 0.32
## P649 22.061 21 0.396 1.003 1.013 0.36 0.33
## P650 25.894 21 0.211 1.177 1.093 0.51 0.36
## P651 16.780 21 0.724 0.763 0.876 -0.51 -0.25
## P652 40.861 21 0.006 1.857 1.786 2.27 2.29
## P653 24.576 21 0.266 1.117 1.080 0.49 0.37
## P654 33.541 21 0.041 1.525 1.616 1.69 1.97
## P655 18.733 21 0.602 0.852 0.859 -0.43 -0.45
## P656 21.073 21 0.455 0.958 1.009 0.32 0.32
## P657 16.806 21 0.723 0.764 0.748 -0.82 -0.87
## P658 14.996 21 0.823 0.682 0.893 -0.25 0.03
## P659 31.798 21 0.061 1.445 1.598 1.50 1.99
## P660 65.723 21 0.000 2.987 1.644 3.43 1.65
## P661 45.455 21 0.002 2.066 2.051 2.60 2.54
## P662 19.421 21 0.558 0.883 0.922 -0.11 -0.06
## P663 19.998 21 0.521 0.909 0.903 -0.22 -0.23
## P664 34.378 21 0.033 1.563 1.738 1.04 1.41
## P665 15.014 21 0.822 0.682 0.651 -0.95 -1.06
## P666 34.767 21 0.030 1.580 1.660 1.93 2.19
## P667 23.541 21 0.316 1.070 1.103 0.33 0.44
## P668 25.702 21 0.218 1.168 1.188 0.59 0.64
## P669 4.905 21 1.000 0.223 0.217 -4.31 -4.44
## P670 36.656 21 0.018 1.666 1.830 2.20 2.61
## P671 21.896 21 0.405 0.995 1.043 0.10 0.24
## P672 29.988 21 0.092 1.363 1.372 1.08 1.09
## P673 14.710 21 0.837 0.669 0.890 -0.27 0.03
## P674 38.236 21 0.012 1.738 1.801 2.11 2.30
## P675 15.827 21 0.779 0.719 0.727 -0.92 -0.91
## P676 17.321 21 0.691 0.787 0.847 -0.62 -0.41
## P677 7.414 21 0.997 0.337 0.336 -2.60 -2.58
## P678 5.782 21 1.000 0.263 0.266 -3.76 -3.81
## P679 9.930 21 0.980 0.451 0.471 -1.96 -1.84
## P680 6.514 21 0.999 0.296 0.301 -3.02 -2.94
## P681 15.323 21 0.806 0.697 0.663 -1.18 -1.33
## P682 3.964 21 1.000 0.180 0.185 -3.80 -3.71
## P683 34.562 21 0.032 1.571 1.728 1.59 1.93
## P684 9.193 21 0.988 0.418 0.885 -0.34 0.19
## P685 6.309 21 0.999 0.287 0.268 -3.24 -3.33
## P686 19.497 21 0.553 0.886 1.501 -0.02 1.05
## P687 4.947 21 1.000 0.225 0.212 -3.50 -3.56
## P688 39.045 21 0.010 1.775 1.720 2.19 2.11
## P689 25.096 21 0.243 1.141 1.170 0.53 0.61
## P690 30.348 21 0.085 1.379 1.594 1.08 1.70
## P691 25.567 21 0.223 1.162 1.105 0.57 0.41
## P692 44.566 21 0.002 2.026 2.120 3.00 3.16
## P693 10.714 21 0.968 0.487 0.482 -1.78 -1.78
## P694 14.594 21 0.843 0.663 0.653 -1.19 -1.21
## P695 3.190 21 1.000 0.145 0.130 -4.26 -4.37
## P696 13.143 21 0.904 0.597 0.584 -1.45 -1.48
## P697 24.263 21 0.280 1.103 1.242 0.45 0.93
## P698 30.586 21 0.081 1.390 1.569 1.03 1.44
## P699 17.540 21 0.678 0.797 0.814 -0.73 -0.64
## P700 18.860 21 0.594 0.857 0.789 -0.35 -0.59
## P701 24.258 21 0.281 1.103 1.255 0.42 0.91
## P702 29.328 21 0.106 1.333 1.608 1.12 1.96
## P703 25.580 21 0.223 1.163 1.226 0.66 0.88
## P704 17.810 21 0.661 0.810 0.817 -0.50 -0.47
## P705 29.769 21 0.097 1.353 1.249 1.29 0.96
## P706 18.359 21 0.626 0.834 0.817 -0.53 -0.62
## P707 27.027 21 0.170 1.229 1.024 0.61 0.19
## P708 17.130 21 0.703 0.779 0.744 -0.82 -0.98
## P709 9.920 21 0.980 0.451 0.462 -1.97 -1.91
## P710 5.432 21 1.000 0.247 0.233 -3.44 -3.61
## P711 17.566 21 0.676 0.798 0.989 0.16 0.30
## P712 15.866 21 0.777 0.721 0.736 -0.81 -0.74
## P713 5.030 21 1.000 0.229 0.213 -3.47 -3.55
## P714 5.985 21 0.999 0.272 0.275 -3.51 -3.57
## P715 7.210 21 0.998 0.328 0.304 -2.82 -3.02
## P716 20.622 21 0.482 0.937 0.907 -0.08 -0.17
## P717 34.796 21 0.030 1.582 1.639 1.22 1.46
## P718 6.271 21 0.999 0.285 0.287 -3.92 -3.92
## P719 25.338 21 0.233 1.152 1.129 0.54 0.48
## P720 14.269 21 0.858 0.649 0.689 -1.31 -1.16
## P721 64.958 21 0.000 2.953 3.081 4.86 5.01
## P722 15.646 21 0.789 0.711 0.733 -1.16 -1.06
## P723 17.760 21 0.664 0.807 0.815 -0.60 -0.59
## P724 15.377 21 0.804 0.699 0.717 -1.22 -1.14
## P725 22.063 21 0.396 1.003 0.943 0.12 -0.07
## P726 10.813 21 0.966 0.491 0.517 -1.92 -1.83
## P727 14.187 21 0.861 0.645 0.604 -0.78 -0.96
## P728 4.992 21 1.000 0.227 0.228 -3.49 -3.42
## P729 9.751 21 0.982 0.443 0.424 -2.06 -2.16
## P730 21.086 21 0.454 0.958 0.964 -0.03 0.00
## P731 2.391 21 1.000 0.109 0.106 -4.59 -4.57
## P732 37.027 21 0.017 1.683 1.825 2.27 2.67
## P733 19.891 21 0.528 0.904 0.885 -0.21 -0.30
## P734 9.920 21 0.980 0.451 0.446 -2.40 -2.49
## P735 26.715 21 0.180 1.214 1.303 0.74 0.99
## P736 12.432 21 0.927 0.565 0.606 -1.94 -1.72
## P737 12.169 21 0.935 0.553 0.529 -1.54 -1.65
## P738 12.301 21 0.931 0.559 0.520 -1.51 -1.70
## P739 6.814 21 0.998 0.310 0.294 -3.59 -3.77
## P740 28.602 21 0.124 1.300 1.291 1.16 1.13
## P741 19.013 21 0.584 0.864 0.914 -0.35 -0.18
## P742 17.110 21 0.704 0.778 0.854 -0.47 -0.32
## P743 20.050 21 0.518 0.911 1.004 0.28 0.32
## P744 24.226 21 0.282 1.101 1.161 0.41 0.58
## P745 20.950 21 0.462 0.952 1.008 0.32 0.32
## P746 25.190 21 0.239 1.145 1.246 0.61 0.96
## P747 8.986 21 0.989 0.408 0.395 -2.28 -2.37
## P748 37.057 21 0.017 1.684 1.706 1.86 1.88
## P749 22.512 21 0.371 1.023 0.964 0.21 0.05
## P750 16.513 21 0.740 0.751 0.756 -0.91 -0.87
## P751 17.171 21 0.701 0.780 0.797 -0.71 -0.70
## P752 17.079 21 0.706 0.776 0.799 -0.78 -0.72
## P753 12.804 21 0.915 0.582 0.582 -1.79 -1.80
## P754 16.178 21 0.760 0.735 0.934 -0.16 0.10
## P755 35.601 21 0.024 1.618 1.709 1.66 1.83
## P756 16.988 21 0.712 0.772 0.770 -0.82 -0.81
## P757 17.234 21 0.697 0.783 0.741 -0.58 -0.72
## P758 12.942 21 0.911 0.588 0.548 -1.38 -1.57
## P759 36.384 21 0.020 1.654 1.670 1.33 1.51
## P760 29.804 21 0.096 1.355 1.782 0.93 1.93
## P761 29.636 21 0.100 1.347 1.295 1.10 0.95
## P762 17.183 21 0.700 0.781 0.839 -0.56 -0.43
## P763 10.787 21 0.967 0.490 0.509 -1.85 -1.77
## P764 28.090 21 0.138 1.277 1.071 0.96 0.34
## P765 17.132 21 0.703 0.779 0.758 -0.60 -0.66
## P766 14.412 21 0.851 0.655 0.657 -1.08 -1.07
## P767 75.535 21 0.000 3.433 1.080 1.77 0.40
## P768 30.998 21 0.074 1.409 1.456 1.39 1.50
## P769 11.924 21 0.942 0.542 0.529 -1.54 -1.59
## P770 14.063 21 0.867 0.639 0.960 -0.02 0.27
## P771 2.661 21 1.000 0.121 0.110 -4.55 -4.63
## P772 15.850 21 0.778 0.720 0.647 -0.83 -1.12
## P773 9.688 21 0.983 0.440 0.460 -2.04 -1.93
## P774 82.572 21 0.000 3.753 3.381 3.13 3.24
## P775 26.997 21 0.171 1.227 1.021 0.66 0.18
## P776 13.900 21 0.874 0.632 0.576 -1.15 -1.37
## P777 21.604 21 0.423 0.982 1.011 0.34 0.33
## P778 6.372 21 0.999 0.290 0.298 -3.05 -3.02
## P779 21.797 21 0.411 0.991 1.071 0.05 0.35
## P780 13.273 21 0.899 0.603 0.576 -1.28 -1.38
## P781 21.722 21 0.416 0.987 1.006 0.04 0.11
## P782 20.013 21 0.520 0.910 0.709 -0.23 -1.08
## P783 6.514 21 0.999 0.296 0.301 -3.02 -2.94
## P784 21.073 21 0.455 0.958 1.009 0.32 0.32
## P785 39.206 21 0.009 1.782 1.748 2.10 2.00
## P786 14.175 21 0.862 0.644 0.645 -1.13 -1.11
## P787 16.324 21 0.751 0.742 0.747 -0.77 -0.75
## P788 9.630 21 0.983 0.438 0.453 -2.10 -2.03
## P789 11.780 21 0.945 0.535 0.464 -1.68 -2.08
## P790 20.661 21 0.480 0.939 0.932 -0.12 -0.16
## P791 26.427 21 0.191 1.201 1.029 0.54 0.34
## P792 18.698 21 0.604 0.850 0.852 -0.43 -0.42
## P793 13.495 21 0.890 0.613 0.589 -1.51 -1.60
## P794 21.159 21 0.449 0.962 0.965 -0.03 -0.03
## P795 14.583 21 0.843 0.663 0.663 -1.09 -1.08
## P796 17.778 21 0.663 0.808 0.793 -0.55 -0.60
## P797 52.715 21 0.000 2.396 2.150 1.64 1.60
## P798 36.022 21 0.022 1.637 1.571 1.47 1.50
## P799 10.489 21 0.972 0.477 0.486 -1.91 -1.83
## P800 14.874 21 0.829 0.676 0.616 -1.01 -1.25
## P801 15.735 21 0.784 0.715 0.735 -1.10 -1.03
## P802 17.319 21 0.692 0.787 0.746 -0.78 -0.96
## P803 76.672 21 0.000 3.485 3.728 4.80 5.05
## P804 5.099 21 1.000 0.232 0.212 -3.45 -3.56
## P805 27.933 21 0.142 1.270 1.095 0.63 0.35
## P806 36.203 21 0.021 1.646 1.950 1.66 2.36
## P807 20.519 21 0.489 0.933 1.006 0.30 0.32
## P808 2.391 21 1.000 0.109 0.106 -4.59 -4.57
## P809 11.337 21 0.956 0.515 0.503 -2.03 -2.15
## P810 8.745 21 0.991 0.397 0.403 -2.65 -2.68
## P811 6.011 21 0.999 0.273 0.306 -3.38 -3.21
## P812 10.750 21 0.967 0.489 0.468 -1.80 -1.87
## P813 20.450 21 0.493 0.930 0.973 -0.12 0.02
## P814 32.908 21 0.047 1.496 1.545 1.77 1.92
## P815 9.761 21 0.982 0.444 0.417 -2.02 -2.13
## P816 14.439 21 0.850 0.656 0.670 -1.26 -1.17
## P817 13.220 21 0.901 0.601 0.545 -1.58 -1.92
## P818 50.192 21 0.000 2.281 2.255 3.02 2.94
## P819 13.447 21 0.892 0.611 0.595 -1.31 -1.36
## P820 17.874 21 0.657 0.812 0.816 -0.54 -0.51
## P821 14.807 21 0.832 0.673 0.639 -1.00 -1.13
## P822 30.850 21 0.076 1.402 1.472 1.25 1.45
## P823 8.582 21 0.992 0.390 0.434 -2.63 -2.42
## P824 14.542 21 0.845 0.661 0.756 -1.04 -0.67
## P825 16.988 21 0.712 0.772 0.725 -0.62 -0.78
## P826 52.967 21 0.000 2.408 2.359 3.20 3.08
## P827 41.270 21 0.005 1.876 1.987 2.46 2.76
## P828 27.774 21 0.147 1.262 0.972 0.74 0.04
## P829 19.963 21 0.524 0.907 0.874 -0.27 -0.41
## P830 26.105 21 0.202 1.187 1.160 0.77 0.68
## P831 33.005 21 0.046 1.500 1.498 1.73 1.74
## P832 19.202 21 0.572 0.873 0.861 -0.29 -0.32
## P833 16.925 21 0.716 0.769 0.728 -0.80 -1.01
## P834 22.548 21 0.369 1.025 1.004 0.18 0.11
## P835 10.504 21 0.972 0.477 0.362 -2.17 -2.95
## P836 11.554 21 0.951 0.525 0.481 -1.64 -1.84
## P837 12.823 21 0.915 0.583 0.610 -1.50 -1.40
## P838 5.800 21 1.000 0.264 0.263 -3.83 -3.92
## P839 21.683 21 0.418 0.986 0.978 0.06 0.04
## P840 20.596 21 0.484 0.936 0.876 -0.09 -0.28
## P841 30.619 21 0.080 1.392 1.380 1.35 1.37
## P842 101.739 21 0.000 4.625 4.620 6.03 5.96
## P843 19.123 21 0.577 0.869 0.884 -0.39 -0.33
## P844 8.640 21 0.992 0.393 0.423 -2.28 -2.09
## P845 12.209 21 0.934 0.555 0.501 -1.61 -1.97
## P846 18.334 21 0.628 0.833 0.842 -0.54 -0.54
## P847 33.426 21 0.042 1.519 1.500 1.54 1.47
## P848 41.006 21 0.006 1.864 1.664 1.64 1.50
## P849 19.506 21 0.553 0.887 1.048 -0.26 0.26
## P850 14.550 21 0.845 0.661 0.604 -1.40 -1.72
## P851 11.275 21 0.957 0.512 0.543 -2.00 -1.88
## P852 7.168 21 0.998 0.326 0.284 -2.69 -2.93
## P853 19.165 21 0.575 0.871 0.863 -0.31 -0.33
## P854 37.372 21 0.015 1.699 1.739 2.14 2.29
## P855 51.920 21 0.000 2.360 2.256 3.39 3.26
## P856 25.684 21 0.219 1.167 1.155 0.59 0.55
## P857 20.570 21 0.485 0.935 1.007 0.30 0.32
## P858 18.680 21 0.606 0.849 0.948 -0.49 -0.11
## P859 16.797 21 0.723 0.764 0.768 -0.72 -0.69
## P860 28.850 21 0.118 1.311 1.344 1.11 1.23
## P861 16.190 21 0.759 0.736 0.763 -0.83 -0.74
## P862 9.637 21 0.983 0.438 0.430 -2.26 -2.27
## P863 14.403 21 0.852 0.655 0.619 -1.18 -1.36
## P864 15.369 21 0.804 0.699 0.718 -0.95 -0.86
## P865 29.026 21 0.113 1.319 1.294 1.11 1.06
## P866 24.970 21 0.248 1.135 1.093 0.52 0.39
## P867 19.203 21 0.572 0.873 0.858 -0.28 -0.32
## P868 48.239 21 0.001 2.193 2.144 2.86 2.74
## P869 29.647 21 0.099 1.348 1.366 1.28 1.35
## P870 38.774 21 0.010 1.762 1.676 2.16 2.00
## P871 10.713 21 0.968 0.487 0.459 -1.83 -1.97
## P872 72.777 21 0.000 3.308 3.303 5.05 4.95
## P873 24.422 21 0.273 1.110 1.082 0.49 0.39
## P874 77.985 21 0.000 3.545 3.386 5.30 5.18
## P875 35.699 21 0.024 1.623 1.640 1.67 1.69
## P876 13.874 21 0.875 0.631 0.612 -1.20 -1.26
## P877 10.835 21 0.966 0.492 0.487 -1.96 -1.95
## P878 17.955 21 0.652 0.816 0.873 -0.44 -0.32
## P879 19.383 21 0.561 0.881 0.932 -0.26 -0.10
## P880 76.773 21 0.000 3.490 3.373 4.86 4.72
## P881 24.052 21 0.291 1.093 1.059 0.43 0.30
## P882 34.862 21 0.029 1.585 1.456 1.64 1.35
## P883 9.055 21 0.989 0.412 0.395 -2.85 -3.00
## P884 53.470 21 0.000 2.430 1.592 2.71 1.54
## P885 85.277 21 0.000 3.876 4.222 5.37 5.71
## P886 19.378 21 0.561 0.881 0.880 -0.27 -0.26
## P887 19.469 21 0.555 0.885 0.919 -0.17 -0.12
## P888 16.087 21 0.765 0.731 0.737 -0.97 -0.92
## P889 42.248 21 0.004 1.920 1.869 2.40 2.32
## P890 16.260 21 0.755 0.739 0.711 -0.91 -1.06
## P891 4.170 21 1.000 0.190 0.207 -3.72 -3.51
## P892 19.788 21 0.535 0.899 1.306 -0.07 0.82
## P893 10.720 21 0.968 0.487 0.442 -1.78 -1.98
## P894 16.921 21 0.716 0.769 0.803 -0.69 -0.58
## P895 13.590 21 0.887 0.618 0.622 -1.57 -1.53
## P896 10.258 21 0.975 0.466 0.463 -2.34 -2.41
## P897 15.381 21 0.803 0.699 0.689 -0.91 -0.93
## P898 21.270 21 0.443 0.967 1.021 0.00 0.17
## P899 20.126 21 0.513 0.915 1.051 -0.20 0.27
## P900 10.845 21 0.966 0.493 0.497 -2.26 -2.27
## P901 15.505 21 0.797 0.705 0.682 -1.11 -1.25
## P902 14.399 21 0.852 0.655 0.575 -1.37 -1.80
## P903 9.068 21 0.989 0.412 0.441 -2.26 -2.12
## P904 8.305 21 0.994 0.378 0.384 -2.51 -2.50
## P905 13.827 21 0.877 0.629 0.628 -1.35 -1.32
## P906 17.260 21 0.695 0.785 0.786 -0.61 -0.60
## P907 26.445 21 0.190 1.202 1.145 0.72 0.56
## P908 68.421 21 0.000 3.110 3.057 4.37 4.31
## P909 4.483 21 1.000 0.204 0.198 -3.56 -3.57
## P910 13.955 21 0.872 0.634 0.628 -1.17 -1.20
## P911 9.815 21 0.981 0.446 0.403 -1.99 -2.19
## P912 21.604 21 0.423 0.982 1.011 0.34 0.33
## P913 30.639 21 0.080 1.393 1.444 1.40 1.53
## P914 22.049 21 0.397 1.002 1.036 0.10 0.22
## P915 15.467 21 0.799 0.703 0.723 -1.10 -1.07
## P916 8.440 21 0.993 0.384 0.387 -2.32 -2.27
## P917 14.233 21 0.859 0.647 0.605 -1.09 -1.25
## P918 26.688 21 0.181 1.213 1.191 0.71 0.64
## P919 9.595 21 0.984 0.436 0.384 -2.24 -2.60
## P920 37.623 21 0.014 1.710 1.754 2.13 2.20
## P921 30.443 21 0.083 1.384 1.425 1.18 1.39
## P922 25.879 21 0.211 1.176 1.043 0.55 0.24
## P923 10.481 21 0.972 0.476 0.430 -2.20 -2.54
## P924 14.108 21 0.865 0.641 0.658 -1.42 -1.31
## P925 43.612 21 0.003 1.982 1.976 2.76 2.70
## P926 35.728 21 0.023 1.624 1.584 1.69 1.60
## P927 11.996 21 0.940 0.545 0.576 -1.82 -1.71
## P928 7.666 21 0.996 0.348 0.358 -2.53 -2.45
## P929 4.415 21 1.000 0.201 0.183 -3.71 -3.81
## P930 17.226 21 0.697 0.783 0.789 -0.69 -0.69
## P931 28.230 21 0.134 1.283 1.097 0.94 0.41
## P932 19.916 21 0.527 0.905 0.838 -0.19 -0.41
## P933 4.310 21 1.000 0.196 0.194 -3.63 -3.60
## P934 17.806 21 0.661 0.809 0.870 0.01 0.08
## P935 11.823 21 0.944 0.537 0.579 -1.58 -1.39
## P936 7.920 21 0.995 0.360 0.343 -2.73 -2.79
## P937 23.434 21 0.321 1.065 1.073 0.31 0.33
## P938 16.657 21 0.732 0.757 0.753 -0.90 -0.91
## P939 19.235 21 0.570 0.874 0.923 -0.28 -0.12
## P940 23.751 21 0.305 1.080 0.955 0.35 -0.03
## P941 6.074 21 0.999 0.276 0.263 -3.56 -3.76
## P942 18.758 21 0.601 0.853 0.867 -0.46 -0.39
## P943 33.744 21 0.039 1.534 1.565 1.87 1.97
## P944 7.797 21 0.996 0.354 0.376 -2.49 -2.34
## P945 8.219 21 0.994 0.374 0.354 -2.39 -2.47
## P946 71.708 21 0.000 3.259 3.428 5.39 5.57
## P947 3.267 21 1.000 0.149 0.146 -4.46 -4.59
## P948 66.606 21 0.000 3.028 3.045 4.17 4.14
## P949 19.847 21 0.531 0.902 0.824 -0.19 -0.44
## P950 19.043 21 0.582 0.866 0.828 -0.40 -0.57
## P951 8.560 21 0.992 0.389 0.417 -2.28 -2.11
## P952 27.093 21 0.168 1.231 1.378 0.83 1.32
## P953 12.582 21 0.923 0.572 0.568 -1.49 -1.48
## P954 19.610 21 0.546 0.891 0.873 -0.24 -0.31
## P955 126.614 21 0.000 5.755 5.137 7.87 7.37
## P956 19.673 21 0.542 0.894 0.836 -0.25 -0.46
## P957 65.484 21 0.000 2.977 2.981 4.14 4.16
## P958 22.995 21 0.344 1.045 1.003 0.24 0.12
## P959 10.554 21 0.971 0.480 0.467 -1.98 -2.01
## P960 8.216 21 0.994 0.373 0.387 -2.37 -2.27
## P961 11.055 21 0.962 0.502 0.473 -1.71 -1.83
## P962 60.065 21 0.000 2.730 2.792 3.65 3.71
## P963 19.240 21 0.570 0.875 0.954 -0.38 -0.09
## P964 64.140 21 0.000 2.915 2.890 3.34 3.73
## P965 21.271 21 0.443 0.967 1.012 0.08 0.17
## P966 17.893 21 0.656 0.813 0.899 -0.58 -0.27
## P967 25.969 21 0.208 1.180 1.160 0.66 0.59
## P968 6.892 21 0.998 0.313 0.306 -3.05 -3.04
## P969 14.768 21 0.834 0.671 0.967 0.02 0.28
## P970 16.716 21 0.728 0.760 0.753 -0.84 -0.85
## P971 40.298 21 0.007 1.832 1.787 2.36 2.22
## P972 19.166 21 0.574 0.871 1.086 -0.26 0.37
## P973 15.500 21 0.797 0.705 0.765 -1.03 -0.84
## P974 30.472 21 0.083 1.385 1.421 1.32 1.40
## P975 18.801 21 0.598 0.855 0.893 -0.42 -0.31
## P976 34.020 21 0.036 1.546 1.547 1.82 1.85
## P977 6.332 21 0.999 0.288 0.294 -2.92 -2.85
## P978 86.173 21 0.000 3.917 3.978 5.30 5.35
## P979 11.481 21 0.953 0.522 0.559 -1.67 -1.50
## P980 21.752 21 0.414 0.989 1.067 0.06 0.33
## P981 32.444 21 0.053 1.475 1.536 1.04 1.27
## P982 7.066 21 0.998 0.321 0.249 -2.99 -3.61
## P983 63.738 21 0.000 2.897 2.987 4.10 4.18
## P984 13.723 21 0.881 0.624 0.649 -1.50 -1.41
## P985 20.941 21 0.463 0.952 0.976 0.01 0.05
## P986 9.978 21 0.979 0.454 0.468 -2.00 -1.93
## P987 30.215 21 0.088 1.373 1.378 1.35 1.38
## P988 21.745 21 0.414 0.988 0.906 0.05 -0.27
## P989 7.354 21 0.997 0.334 0.296 -2.90 -3.24
## P990 15.424 21 0.801 0.701 0.720 -0.96 -0.90
## P991 29.002 21 0.114 1.318 1.083 0.86 0.35
## P992 17.704 21 0.668 0.805 0.807 -0.68 -0.65
## P993 10.321 21 0.974 0.469 0.437 -1.88 -2.01
## P994 12.045 21 0.938 0.547 0.582 -1.74 -1.61
## P995 8.861 21 0.990 0.403 0.370 -2.47 -2.62
## P996 28.669 21 0.122 1.303 1.032 0.68 0.23
## P997 9.694 21 0.983 0.441 0.487 -2.02 -1.77
## P998 21.625 21 0.421 0.983 0.932 0.04 -0.14
## P999 25.297 21 0.235 1.150 1.056 0.44 0.28
## P1000 10.071 21 0.978 0.458 0.427 -1.93 -2.06
## P1001 35.757 21 0.023 1.625 1.645 1.69 1.73
## P1002 14.535 21 0.846 0.661 0.641 -1.05 -1.11
## P1003 21.073 21 0.455 0.958 1.009 0.32 0.32
## P1004 6.529 21 0.999 0.297 0.283 -3.13 -3.30
## P1005 15.531 21 0.795 0.706 0.719 -0.92 -0.85
## P1006 44.345 21 0.002 2.016 2.013 3.17 3.18
## P1007 12.825 21 0.915 0.583 0.620 -1.38 -1.22
## P1008 39.590 21 0.008 1.800 1.738 2.29 2.19
## P1009 25.690 21 0.219 1.168 1.226 0.69 0.88
## P1010 6.751 21 0.999 0.307 0.331 -2.78 -2.60
## P1011 32.022 21 0.058 1.456 1.460 1.48 1.47
## P1012 11.188 21 0.959 0.509 0.490 -1.69 -1.76
## P1013 27.977 21 0.141 1.272 1.085 0.83 0.37
## P1014 9.193 21 0.988 0.418 0.885 -0.34 0.19
## P1015 26.840 21 0.176 1.220 1.166 0.73 0.58
## P1016 24.541 21 0.268 1.115 1.133 0.52 0.58
## P1017 17.737 21 0.666 0.806 0.830 -0.70 -0.60
## P1018 24.421 21 0.273 1.110 1.039 0.39 0.27
## P1019 31.516 21 0.065 1.433 1.469 1.54 1.65
## P1020 19.750 21 0.537 0.898 0.832 -0.20 -0.41
## P1021 14.876 21 0.829 0.676 0.689 -1.01 -0.96
## P1022 10.875 21 0.965 0.494 0.534 -1.76 -1.55
## P1023 8.189 21 0.994 0.372 0.401 -2.39 -2.21
## P1024 4.170 21 1.000 0.190 0.207 -3.72 -3.51
## P1025 17.367 21 0.689 0.789 0.796 -0.56 -0.53
## P1026 26.391 21 0.192 1.200 1.221 0.73 0.78
## P1027 9.330 21 0.986 0.424 0.428 -2.10 -2.05
## P1028 29.480 21 0.103 1.340 1.041 0.99 0.23
## P1029 14.739 21 0.836 0.670 0.638 -1.00 -1.12
## P1030 24.514 21 0.269 1.114 1.166 0.49 0.68
## P1031 21.778 21 0.412 0.990 0.962 0.08 -0.01
## P1032 8.087 21 0.995 0.368 0.353 -2.55 -2.60
## P1033 15.076 21 0.819 0.685 0.748 -0.97 -0.73
## P1034 23.738 21 0.306 1.079 1.067 0.35 0.32
## P1035 20.352 21 0.499 0.925 0.892 -0.15 -0.26
## P1036 26.687 21 0.181 1.213 1.498 0.58 1.20
## P1037 18.665 21 0.607 0.848 0.843 -0.40 -0.47
## P1038 5.665 21 1.000 0.258 0.268 -3.12 -3.01
## P1039 13.432 21 0.893 0.611 0.564 -1.53 -1.81
## P1040 26.793 21 0.178 1.218 1.244 0.82 0.89
## P1041 23.529 21 0.316 1.069 1.066 0.33 0.32
## P1042 24.352 21 0.276 1.107 1.159 0.45 0.63
## P1043 75.448 21 0.000 3.429 3.328 4.87 4.67
## P1044 24.235 21 0.282 1.102 1.158 0.45 0.65
## P1045 27.486 21 0.155 1.249 1.296 0.95 1.09
## P1046 39.799 21 0.008 1.809 1.745 1.35 1.41
## P1047 26.979 21 0.172 1.226 1.241 0.79 0.82
## P1048 9.395 21 0.986 0.427 0.416 -2.22 -2.32
## P1049 6.528 21 0.999 0.297 0.278 -3.06 -3.25
## P1050 6.607 21 0.999 0.300 0.316 -2.83 -2.70
## P1051 13.968 21 0.871 0.635 0.676 -1.25 -1.09
## P1052 21.025 21 0.457 0.956 0.884 -0.03 -0.25
## P1053 29.991 21 0.092 1.363 1.346 1.36 1.31
## P1054 34.767 21 0.030 1.580 1.589 1.37 1.54
## P1055 41.357 21 0.005 1.880 1.880 2.57 2.63
## P1056 14.617 21 0.842 0.664 0.681 -1.07 -0.98
## P1057 32.907 21 0.047 1.496 1.355 1.44 1.14
## P1058 10.681 21 0.969 0.486 0.486 -1.83 -1.82
## P1059 9.193 21 0.988 0.418 0.885 -0.34 0.19
## P1060 9.481 21 0.985 0.431 0.425 -2.37 -2.36
## P1061 13.219 21 0.901 0.601 0.574 -1.28 -1.37
## P1062 9.160 21 0.988 0.416 0.363 -2.33 -2.70
## P1063 42.307 21 0.004 1.923 1.887 2.42 2.38
## P1064 8.453 21 0.993 0.384 0.402 -2.42 -2.34
## P1065 32.934 21 0.047 1.497 1.633 1.65 2.09
## P1066 4.310 21 1.000 0.196 0.194 -3.63 -3.60
## P1067 12.074 21 0.938 0.549 0.563 -1.72 -1.69
## P1068 15.614 21 0.791 0.710 0.686 -0.93 -1.01
## P1069 21.048 21 0.456 0.957 1.025 -0.02 0.19
## P1070 12.426 21 0.927 0.565 0.561 -1.60 -1.59
## P1071 65.201 21 0.000 2.964 3.053 4.39 4.46
## P1072 16.837 21 0.721 0.765 0.857 -0.61 -0.37
## P1073 17.566 21 0.676 0.798 0.989 0.16 0.30
## P1074 3.536 21 1.000 0.161 0.149 -4.04 -4.10
## P1075 23.712 21 0.307 1.078 0.966 0.43 0.32
## P1076 21.073 21 0.455 0.958 1.009 0.32 0.32
## P1077 57.108 21 0.000 2.596 2.462 4.20 3.87
## P1078 19.233 21 0.570 0.874 0.888 -0.31 -0.27
## P1079 8.632 21 0.992 0.392 0.379 -2.36 -2.40
## P1080 23.687 21 0.308 1.077 1.139 0.37 0.60
## P1081 18.214 21 0.635 0.828 0.836 -0.52 -0.47
## P1082 21.304 21 0.441 0.968 1.005 0.05 0.13
## P1083 20.940 21 0.463 0.952 0.954 -0.07 -0.05
## P1084 15.630 21 0.790 0.710 0.739 -1.07 -0.99
## P1085 7.840 21 0.996 0.356 0.369 -2.52 -2.44
## P1086 26.997 21 0.171 1.227 1.021 0.66 0.18
## P1087 20.950 21 0.462 0.952 1.008 0.32 0.32
## P1088 14.453 21 0.849 0.657 0.847 -0.50 -0.17
## P1089 39.991 21 0.007 1.818 1.681 2.40 2.12
## P1090 15.993 21 0.770 0.727 0.809 -0.80 -0.51Calculate the Item/Person Separation Reliability
# compute item separation reliability
# Get Item scores
ItemScores <- colSums(TL_data_PC)
# Get Item SD
ItemSD <- apply(TL_data_PC,2,sd)
# Calculate the se of the Item
ItemSE <- ItemSD/sqrt(length(ItemSD))
# compute the Observed Variance (also known as Total Person Variability or Squared Standard Deviation)
SSD.ItemScores <- var(ItemScores)
# compute the Mean Square Measurement error (also known as Model Error variance)
Item.MSE <- sum((ItemSE)^2) / length(ItemSE)
# compute the Item Separation Reliability
item.separation.reliability <- (SSD.ItemScores-Item.MSE) / SSD.ItemScores
item.separation.reliability## [1] 0.999999# compute person separation reliability
# Get Person scores
PersonScores <- rowSums(TL_data_PC)
# Get Person SD
PersonSD <- apply(TL_data_PC,1,sd)
# Calculate the se of the Person
PersonSE <- PersonSD/sqrt(length(PersonSD))
# compute the Observed Variance (also known as Total Person Variability or Squared Standard Deviation)
SSD.PersonScores <- var(PersonScores)
# compute the Mean Square Measurement error (also known as Model Error variance)
Person.MSE <- sum((PersonSE)^2) / length(PersonSE)
# compute the Person Separation Reliability
person.separation.reliability <- (SSD.PersonScores-Person.MSE) / SSD.PersonScores
person.separation.reliability## [1] 0.9999984