Analyzing streamflow data using hydroTSM

Introduction

In this exercise, the student will analyze daily streamflow data downloaded in the previous exercise using the ‘dataRetrieval’ package.

In this exercise, we will use the ‘hydroTSM’ package. hydroTSM is for the management, analysis, interpolation and plotting of time series used in hydrology and related environmental sciences. In particular, this package is highly oriented to hydrological modelling tasks. The focus of this package has been put in providing a collection of tools useful for the daily work of hydrologists (although an effort was made to optimise each function as much as possible, functionality has had priority over speed).

We will use hydroTSM to aggregate daily streamflow data from daily to monthly, seasonal, and annual time-scales to condition data for developing the GIS-based runoff model.

Analyzing hydrology data using hydroTSM

Load package(s)

library(hydroTSM)

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
##     as.Date, as.Date.numeric

## Loading required package: xts

Another way to get help is to use the help()command.

help("hydroTSM")

Load data from Cloud directory

The “QDaily_raw.csv” that we exported from previous R exercise nees to be loaded into R workspace. The file is included in your file directory

QDaily<-read.csv("Qdaily_raw.csv",header=TRUE) 

In the future, when you are using R Studio (not cloud), you will direct R to where the data is stored on your machine using the following code:

#Qdaily<-read.csv(“C:/working/NCTC/Qdaily_raw.csv”,header=TRUE)

Defining a timeseries

R does not know that our daily streamflow data is a time-series so we have to tell it. The first step is defining the time period and time step (t=1 day) of the downloaded data.

HINT: This will need to be consistent with the ‘Start’ and ‘End’ period you used in the dataRetrieval exercise

td=seq(as.Date("1980/01/01"), as.Date("2010/12/31"), "days")

Extract daily streamflow data (noted as “Q” in our dataset)

BigSandyDailysub<-(QDaily$X_00060_00003)

Combine date and time into timeseries dataset

# We use the '.z' convention to identify this as a timersier data that can be rad by the R package 'zoo'

BigSandyDailysub.z <-zoo(x=BigSandyDailysub, order.by=td)

Export data as *.csv

write.csv(BigSandyDailysub.z, "BigSandyDailysub.z.csv")

Data summary and analyses on daily timeseries

Call a summary of the data

smry(BigSandyDailysub.z )

##               Index BigSandyDailysub.z
## Min.     1980-01-01             2.6000
## 1st Qu.  1987-10-01            71.0000
## Median   1995-07-02           230.0000
## Mean     1995-07-02           421.5000
## 3rd Qu.  2003-04-01           513.0000
## Max.     2010-12-31         10000.0000
## IQR            <NA>           442.0000
## sd             <NA>           616.4259
## cv             <NA>             1.4623
## Skewness       <NA>             4.1527
## Kurtosis       <NA>            27.6458
## NA's           <NA>             0.0000
## n              <NA>         11323.0000

Conduct flow duration analysis on daily streamflow timeseries

fdc(BigSandyDailysub.z, verbose= FALSE)

##     [1] 4.798198e-01 5.056081e-01 5.505608e-01 5.699903e-01 5.971916e-01
##     [6] 6.250110e-01 5.971916e-01 6.129118e-01 6.447938e-01 6.606906e-01
##    [11] 5.056081e-01 1.549943e-01 2.484324e-01 2.555860e-01 2.760752e-01
##    [16] 3.001855e-01 3.181136e-01 3.092820e-01 3.507904e-01 3.943301e-01
##    [21] 4.314228e-01 4.557979e-01 5.152345e-01 5.863287e-01 4.962466e-01
##    [26] 5.478230e-01 6.075245e-01 5.989579e-01 6.470017e-01 6.863022e-01
##    [31] 6.978716e-01 7.063499e-01 7.165945e-01 7.219818e-01 7.295770e-01
##    [36] 7.165945e-01 7.097059e-01 7.149165e-01 7.271041e-01 7.345227e-01
##    [41] 7.441491e-01 7.563367e-01 7.604875e-01 7.675528e-01 7.718802e-01
##    [46] 7.651682e-01 6.713768e-01 6.447938e-01 6.776473e-01 7.063499e-01
##    [51] 6.129118e-01 3.174954e-01 2.199064e-02 2.675969e-02 8.213371e-02
##    [56] 1.499603e-01 2.198181e-01 3.092820e-01 3.537932e-01 4.557979e-01
##    [61] 5.505608e-01 5.824428e-01 6.129118e-01 5.824428e-01 1.247019e-01
##    [66] 4.539433e-02 1.195796e-01 7.127086e-02 6.729665e-02 1.293827e-01
##    [71] 2.229091e-01 3.037181e-01 3.833790e-01 4.221496e-01 3.963614e-01
##    [76] 3.157290e-01 7.074097e-02 2.269717e-02 5.669875e-02 1.103065e-01
##    [81] 1.172834e-01 1.055374e-01 1.438665e-01 1.482823e-01 8.213371e-02
##    [86] 1.293827e-01 1.922635e-01 2.390709e-01 9.008213e-02 1.293827e-01
##    [91] 9.803056e-03 1.748653e-02 7.277223e-02 1.416586e-01 7.277223e-02
##    [96] 9.432129e-02 1.523448e-01 2.145191e-01 2.582354e-01 1.095116e-02
##   [101] 5.828844e-02 1.329153e-01 2.011834e-01 2.555860e-01 1.511084e-01
##   [106] 8.089729e-02 1.195796e-01 1.723925e-01 2.247638e-01 2.817275e-01
##   [111] 3.446083e-01 3.963614e-01 4.482911e-01 4.824693e-01 5.256557e-01
##   [116] 5.522388e-01 5.768789e-01 4.937737e-01 4.482911e-01 5.056081e-01
##   [121] 3.989225e-01 3.092820e-01 3.568842e-01 4.023669e-01 4.455533e-01
##   [126] 4.894463e-01 5.256557e-01 5.560364e-01 5.768789e-01 6.017840e-01
##   [131] 6.331361e-01 6.405546e-01 6.227148e-01 5.056081e-01 5.560364e-01
##   [136] 5.768789e-01 6.103506e-01 6.369337e-01 5.623951e-01 5.346640e-01
##   [141] 1.329153e-01 4.627749e-02 1.055374e-01 2.011834e-01 1.704495e-01
##   [146] 1.523448e-01 3.207630e-01 4.272719e-01 5.056081e-01 5.560364e-01
##   [151] 5.863287e-01 3.867350e-01 1.029762e-01 1.117195e-01 5.978981e-02
##   [156] 5.351939e-02 1.416586e-01 1.678001e-01 2.047161e-01 2.176102e-01
##   [161] 2.530248e-01 2.119580e-02 5.669875e-02 1.416586e-01 2.390709e-01
##   [166] 3.333039e-01 3.916807e-01 8.089729e-02 1.704495e-01 2.792546e-01
##   [171] 3.736642e-01 4.482911e-01 5.291884e-01 5.768789e-01 6.265124e-01
##   [176] 6.606906e-01 6.848008e-01 7.165945e-01 7.381436e-01 7.563367e-01
##   [181] 7.766493e-01 7.865407e-01 7.898084e-01 8.066767e-01 7.747947e-01
##   [186] 7.345227e-01 7.794754e-01 7.747947e-01 8.125055e-01 5.505608e-01
##   [191] 3.963614e-01 6.405546e-01 7.097059e-01 6.227148e-01 5.426124e-01
##   [196] 6.947805e-01 7.563367e-01 7.925461e-01 8.158615e-01 8.360858e-01
##   [201] 8.471253e-01 8.857193e-01 8.812152e-01 3.157290e-01 3.989225e-01
##   [206] 5.560364e-01 6.713768e-01 7.345227e-01 5.838559e-01 4.384880e-01
##   [211] 1.387441e-01 3.663340e-01 5.194736e-01 6.017840e-01 6.543319e-01
##   [216] 4.692219e-01 5.478230e-01 6.470017e-01 6.947805e-01 6.921311e-01
##   [221] 7.201272e-01 5.719332e-01 4.988077e-01 4.018370e-02 2.146074e-02
##   [226] 1.074803e-01 2.418087e-01 2.275015e-01 1.617063e-01 3.157290e-01
##   [231] 1.095116e-02 1.695664e-02 5.422591e-02 1.235538e-01 2.121346e-01
##   [236] 3.092820e-01 4.023669e-01 4.824693e-01 5.505608e-01 5.989579e-01
##   [241] 6.447938e-01 6.733198e-01 7.045836e-01 7.181842e-01 7.405281e-01
##   [246] 7.515676e-01 7.165945e-01 7.622538e-01 7.405281e-01 7.675528e-01
##   [251] 7.925461e-01 8.030557e-01 8.277842e-01 8.206306e-01 7.925461e-01
##   [256] 8.402367e-01 8.617857e-01 8.812152e-01 8.518061e-01 8.471253e-01
##   [261] 8.759163e-01 8.935794e-01 9.009097e-01 9.106244e-01 9.151285e-01
##   [266] 8.567517e-01 5.971916e-01 6.369337e-01 7.694074e-01 8.206306e-01
##   [271] 8.567517e-01 8.812152e-01 8.972887e-01 9.106244e-01 9.193677e-01
##   [276] 9.193677e-01 9.009097e-01 8.567517e-01 8.360858e-01 8.675263e-01
##   [281] 8.972887e-01 9.106244e-01 9.151285e-01 9.193677e-01 9.193677e-01
##   [286] 9.244900e-01 9.345580e-01 9.390621e-01 9.437428e-01 9.489535e-01
##   [291] 9.489535e-01 9.345580e-01 8.471253e-01 8.759163e-01 9.058553e-01
##   [296] 9.193677e-01 9.345580e-01 9.437428e-01 5.256557e-01 2.724543e-01
##   [301] 5.768789e-01 6.369337e-01 5.768789e-01 6.405546e-01 6.863022e-01
##   [306] 7.181842e-01 7.441491e-01 7.718802e-01 7.794754e-01 7.747947e-01
##   [311] 7.898084e-01 8.030557e-01 7.718802e-01 7.165945e-01 6.733198e-01
##   [316] 6.978716e-01 7.314316e-01 7.542171e-01 7.675528e-01 7.766493e-01
##   [321] 7.694074e-01 6.470017e-01 8.628455e-02 2.448998e-01 3.867350e-01
##   [326] 4.593306e-01 5.194736e-01 5.591274e-01 8.902234e-02 4.477612e-02
##   [331] 1.162236e-01 1.884660e-01 2.338603e-01 2.760752e-01 3.333039e-01
##   [336] 3.369248e-01 2.672437e-01 1.568489e-01 2.390709e-01 2.951515e-01
##   [341] 3.409874e-01 3.736642e-01 3.833790e-01 2.121346e-01 9.864877e-02
##   [346] 1.603815e-01 2.320057e-01 2.904707e-01 3.621832e-01 4.199417e-01
##   [351] 4.683388e-01 5.181489e-01 5.604522e-01 6.017840e-01 6.379935e-01
##   [356] 6.606906e-01 6.331361e-01 5.971916e-01 5.491478e-01 5.989579e-01
##   [361] 6.296035e-01 6.029321e-01 5.838559e-01 5.591274e-01 5.426124e-01
##   [366] 5.152345e-01 5.478230e-01 5.729930e-01 6.045218e-01 6.296035e-01
##   [371] 6.555683e-01 6.470017e-01 6.296035e-01 6.322529e-01 6.369337e-01
##   [376] 6.447938e-01 6.502694e-01 6.621920e-01 6.572463e-01 6.534487e-01
##   [381] 6.555683e-01 6.621920e-01 6.733198e-01 6.848008e-01 6.885101e-01
##   [386] 6.800318e-01 6.572463e-01 6.458536e-01 6.418794e-01 6.555683e-01
##   [391] 6.215667e-01 4.455533e-01 1.140157e-01 1.487238e-01 2.302393e-01
##   [396] 3.634196e-01 4.503224e-01 3.446083e-01 3.011569e-02 2.587653e-02
##   [401] 9.741235e-02 3.280049e-01 3.786982e-01 4.221496e-01 4.593306e-01
##   [406] 5.019871e-01 2.567341e-01 4.671907e-02 1.131326e-01 2.040979e-01
##   [411] 2.598251e-01 3.079573e-01 2.567341e-01 8.628455e-02 5.519739e-02
##   [416] 4.177338e-02 1.607348e-02 5.034002e-03 3.338338e-02 4.309812e-02
##   [421] 4.848538e-02 9.741235e-02 1.603815e-01 2.275015e-01 1.148989e-01
##   [426] 4.256822e-02 1.008567e-01 1.639142e-01 2.320057e-01 1.742471e-01
##   [431] 1.617063e-01 2.176102e-01 2.760752e-01 3.235008e-01 3.446083e-01
##   [436] 3.736642e-01 3.833790e-01 2.631811e-01 1.965027e-01 2.448998e-01
##   [441] 1.639142e-01 1.499603e-01 2.069240e-01 2.555860e-01 3.207630e-01
##   [446] 3.803762e-01 4.384880e-01 4.111101e-01 3.890312e-01 3.650093e-01
##   [451] 3.409874e-01 2.369513e-01 2.292679e-01 2.760752e-01 3.050428e-01
##   [456] 3.621832e-01 4.023669e-01 4.339839e-01 4.661309e-01 4.937737e-01
##   [461] 5.181489e-01 5.194736e-01 5.591274e-01 5.797933e-01 5.742294e-01
##   [466] 5.591274e-01 5.426124e-01 1.925285e-02 1.501369e-03 1.483706e-02
##   [471] 2.843769e-02 7.851276e-02 1.260267e-01 6.968118e-02 1.014749e-01
##   [476] 1.533163e-01 2.267950e-01 2.876446e-01 2.967411e-01 1.367129e-01
##   [481] 6.844476e-02 1.148989e-01 1.253201e-01 1.704495e-01 2.145191e-01
##   [486] 2.320057e-01 2.456063e-01 2.637993e-01 3.320675e-01 3.809061e-01
##   [491] 4.239159e-01 4.443169e-01 4.683388e-01 5.336042e-01 5.684889e-01
##   [496] 5.888899e-01 5.152345e-01 3.663340e-01 3.855869e-01 4.174689e-01
##   [501] 3.197033e-02 6.040802e-02 1.341517e-01 2.020666e-01 9.962024e-02
##   [506] 7.480350e-02 1.407754e-01 2.165504e-01 2.985075e-01 3.747240e-01
##   [511] 4.384880e-01 4.915658e-01 3.916807e-01 3.890312e-01 3.881480e-01
##   [516] 4.230328e-01 2.302393e-01 3.001855e-01 3.409874e-01 2.811092e-01
##   [521] 1.544644e-01 2.097501e-01 1.527864e-02 1.836969e-02 8.513645e-02
##   [526] 4.901528e-02 1.059790e-02 3.656275e-02 1.014749e-01 1.922635e-01
##   [531] 4.716065e-02 5.519739e-02 1.438665e-01 1.854632e-01 2.951515e-01
##   [536] 3.943301e-01 4.254173e-01 4.414025e-01 3.207630e-01 3.369248e-01
##   [541] 4.620684e-01 3.916807e-01 2.602667e-01 4.199417e-01 5.181489e-01
##   [546] 5.863287e-01 4.726663e-01 2.448998e-01 4.767288e-01 5.426124e-01
##   [551] 5.019871e-01 5.830610e-01 6.161795e-01 6.641349e-01 7.016692e-01
##   [556] 7.295770e-01 7.515676e-01 7.766493e-01 7.974918e-01 7.201272e-01
##   [561] 6.393182e-01 7.542171e-01 8.001413e-01 8.158615e-01 8.324649e-01
##   [566] 8.567517e-01 7.271041e-01 4.074892e-01 5.152345e-01 6.621920e-01
##   [571] 7.097059e-01 7.314316e-01 6.265124e-01 3.989225e-01 3.446083e-01
##   [576] 1.029762e-01 2.972710e-01 4.824693e-01 5.838559e-01 6.543319e-01
##   [581] 6.310165e-01 6.502694e-01 6.824163e-01 6.543319e-01 6.129118e-01
##   [586] 6.800318e-01 7.219818e-01 7.563367e-01 7.794754e-01 7.974918e-01
##   [591] 8.158615e-01 8.277842e-01 8.324649e-01 7.836262e-01 7.747947e-01
##   [596] 8.324649e-01 8.675263e-01 8.857193e-01 9.009097e-01 9.151285e-01
##   [601] 9.293473e-01 9.390621e-01 9.390621e-01 9.489535e-01 9.545174e-01
##   [606] 9.545174e-01 9.595514e-01 9.595514e-01 8.471253e-01 7.345227e-01
##   [611] 6.978716e-01 5.256557e-01 3.207630e-01 3.771085e-01 5.768789e-01
##   [616] 6.695222e-01 6.733198e-01 6.310165e-01 7.063499e-01 7.542171e-01
##   [621] 7.815067e-01 8.001413e-01 8.158615e-01 2.069240e-01 6.420560e-02
##   [626] 1.965027e-01 3.833790e-01 4.937737e-01 5.623951e-01 6.193588e-01
##   [631] 6.641349e-01 6.885101e-01 7.201272e-01 7.461803e-01 7.694074e-01
##   [636] 7.836262e-01 8.030557e-01 8.158615e-01 8.277842e-01 8.246048e-01
##   [641] 7.815067e-01 7.718802e-01 8.097677e-01 8.246048e-01 8.158615e-01
##   [646] 7.836262e-01 7.925461e-01 8.246048e-01 8.433277e-01 8.567517e-01
##   [651] 8.617857e-01 8.759163e-01 8.857193e-01 8.893403e-01 8.857193e-01
##   [656] 8.893403e-01 8.812152e-01 8.360858e-01 8.277842e-01 8.402367e-01
##   [661] 8.675263e-01 8.402367e-01 7.948424e-01 8.030557e-01 7.747947e-01
##   [666] 1.723925e-01 1.698313e-01 3.018635e-01 4.086373e-01 4.915658e-01
##   [671] 5.505608e-01 5.853572e-01 6.193588e-01 6.486797e-01 6.683741e-01
##   [676] 4.157026e-01 3.507904e-01 4.136713e-01 4.593306e-01 4.443169e-01
##   [681] 4.726663e-01 5.086108e-01 5.467632e-01 5.684889e-01 5.853572e-01
##   [686] 6.045218e-01 6.238629e-01 6.458536e-01 6.641349e-01 6.393182e-01
##   [691] 6.176808e-01 6.502694e-01 6.713768e-01 6.683741e-01 6.655480e-01
##   [696] 6.776473e-01 5.784686e-01 5.346640e-01 5.632783e-01 5.888899e-01
##   [701] 3.795814e-01 1.782213e-01 2.825223e-01 3.517619e-01 3.698666e-01
##   [706] 4.065177e-01 4.254173e-01 5.722865e-02 9.184845e-02 1.630310e-01
##   [711] 2.267950e-01 2.978009e-01 3.575024e-01 4.092555e-01 3.691601e-01
##   [716] 4.074892e-01 4.718714e-01 4.285967e-01 5.086108e-01 5.214166e-01
##   [721] 4.978363e-01 1.965027e-01 5.917160e-03 2.490506e-02 7.851276e-02
##   [726] 1.470458e-01 2.090435e-01 2.779299e-01 2.910889e-01 3.579440e-01
##   [731] 3.971562e-01 3.756072e-01 3.954782e-01 3.698666e-01 4.353970e-02
##   [736] 5.245960e-02 1.245253e-01 1.514616e-01 2.028614e-01 2.661839e-01
##   [741] 3.358651e-01 3.777268e-01 4.013071e-01 4.221496e-01 4.443169e-01
##   [746] 4.718714e-01 4.962466e-01 5.181489e-01 5.426124e-01 5.604522e-01
##   [751] 5.742294e-01 5.971916e-01 6.045218e-01 1.969443e-02 2.366864e-02
##   [756] 1.090700e-01 5.086108e-01 5.043716e-01 4.915658e-01 4.810563e-01
##   [761] 4.705467e-01 1.197562e-01 1.404221e-02 6.420560e-02 5.722865e-02
##   [766] 2.773117e-02 7.074097e-02 1.253201e-01 2.086903e-01 2.631811e-01
##   [771] 2.835821e-01 3.643911e-01 4.302747e-01 4.671907e-01 4.633048e-01
##   [776] 4.988077e-01 4.569460e-01 1.175484e-01 4.353970e-02 5.563896e-02
##   [781] 6.164444e-02 6.968118e-02 5.828844e-02 1.050075e-01 1.621478e-01
##   [786] 1.890842e-01 2.331538e-01 3.050428e-01 3.303895e-01 3.786982e-01
##   [791] 4.057229e-01 4.199417e-01 4.285967e-01 4.339839e-01 1.520798e-01
##   [796] 2.016250e-01 2.116047e-01 2.631811e-01 2.985075e-01 3.168772e-01
##   [801] 1.709794e-01 2.322706e-02 5.978981e-02 1.045659e-01 1.541994e-01
##   [806] 8.416497e-02 1.527864e-02 5.828844e-02 1.173717e-01 1.358297e-01
##   [811] 1.511084e-01 1.998587e-01 2.507286e-01 2.996556e-01 3.433719e-01
##   [816] 2.829639e-01 3.196149e-01 3.634196e-01 3.537932e-01 3.560894e-01
##   [821] 3.117548e-01 2.484324e-01 2.844652e-01 2.219376e-01 1.742471e-01
##   [826] 2.360682e-01 1.611764e-01 1.794577e-01 2.145191e-01 2.069240e-01
##   [831] 2.530248e-01 2.538197e-01 1.803409e-01 1.794577e-01 2.151373e-01
##   [836] 2.712179e-01 3.251788e-01 3.663340e-01 3.809061e-01 4.482911e-01
##   [841] 4.837057e-01 5.113486e-01 5.548883e-01 5.824428e-01 5.989579e-01
##   [846] 6.145898e-01 6.161795e-01 5.989579e-01 6.310165e-01 6.629868e-01
##   [851] 6.810916e-01 6.885101e-01 6.947805e-01 7.063499e-01 7.201272e-01
##   [856] 7.314316e-01 7.405281e-01 7.422944e-01 6.745562e-01 6.534487e-01
##   [861] 6.996379e-01 7.233065e-01 7.364656e-01 7.422944e-01 7.345227e-01
##   [866] 7.542171e-01 7.747947e-01 7.865407e-01 7.948424e-01 8.030557e-01
##   [871] 7.948424e-01 7.201272e-01 6.996379e-01 6.824163e-01 6.885101e-01
##   [876] 6.848008e-01 7.271041e-01 7.441491e-01 6.824163e-01 6.502694e-01
##   [881] 6.683741e-01 5.853572e-01 6.519474e-01 6.572463e-01 6.921311e-01
##   [886] 7.149165e-01 8.513645e-02 2.799611e-02 5.351939e-02 1.434249e-01
##   [891] 2.502870e-01 3.451382e-01 4.262121e-01 5.119668e-01 2.240572e-01
##   [896] 2.116047e-01 3.560894e-01 4.199417e-01 2.069240e-01 3.127263e-01
##   [901] 4.086373e-01 4.579175e-01 5.467632e-01 6.005476e-01 5.830610e-01
##   [906] 6.379935e-01 6.824163e-01 7.113839e-01 7.345227e-01 7.381436e-01
##   [911] 6.555683e-01 3.803762e-01 5.838559e-01 6.824163e-01 1.579970e-01
##   [916] 2.702464e-02 1.608231e-01 3.117548e-01 4.355736e-01 4.633048e-01
##   [921] 4.633048e-01 5.327210e-01 5.989579e-01 6.322529e-01 6.776473e-01
##   [926] 7.113839e-01 7.364656e-01 7.580147e-01 7.815067e-01 7.898084e-01
##   [931] 7.836262e-01 6.322529e-01 6.005476e-01 7.405281e-01 7.766493e-01
##   [936] 7.974918e-01 8.277842e-01 8.471253e-01 8.675263e-01 8.206306e-01
##   [941] 7.016692e-01 7.898084e-01 8.360858e-01 8.567517e-01 8.759163e-01
##   [946] 8.246048e-01 8.433277e-01 4.648945e-01 6.215667e-01 7.271041e-01
##   [951] 6.621920e-01 6.641349e-01 7.016692e-01 6.921311e-01 5.034002e-01
##   [956] 6.458536e-01 7.149165e-01 7.580147e-01 7.925461e-01 8.097677e-01
##   [961] 7.718802e-01 7.925461e-01 8.402367e-01 7.201272e-01 7.747947e-01
##   [966] 8.125055e-01 8.066767e-01 6.996379e-01 6.655480e-01 7.694074e-01
##   [971] 8.001413e-01 8.324649e-01 8.675263e-01 8.812152e-01 8.893403e-01
##   [976] 8.720304e-01 6.227148e-01 6.947805e-01 7.898084e-01 8.324649e-01
##   [981] 8.617857e-01 8.812152e-01 8.935794e-01 9.009097e-01 9.106244e-01
##   [986] 9.193677e-01 9.293473e-01 9.390621e-01 9.437428e-01 9.489535e-01
##   [991] 9.545174e-01 9.545174e-01 9.595514e-01 9.595514e-01 9.545174e-01
##   [996] 6.145898e-01 6.543319e-01 7.747947e-01 8.158615e-01 8.066767e-01
##  [1001] 3.771085e-01 5.235362e-01 5.888899e-01 6.555683e-01 7.045836e-01
##  [1006] 7.405281e-01 7.675528e-01 7.898084e-01 8.066767e-01 8.206306e-01
##  [1011] 8.324649e-01 8.433277e-01 8.471253e-01 8.471253e-01 8.158615e-01
##  [1016] 8.246048e-01 8.158615e-01 7.898084e-01 7.898084e-01 8.066767e-01
##  [1021] 8.277842e-01 8.471253e-01 8.617857e-01 8.675263e-01 8.246048e-01
##  [1026] 8.066767e-01 8.246048e-01 8.471253e-01 8.567517e-01 8.675263e-01
##  [1031] 8.759163e-01 8.857193e-01 8.893403e-01 8.893403e-01 8.935794e-01
##  [1036] 8.893403e-01 8.893403e-01 8.935794e-01 7.898084e-01 5.478230e-01
##  [1041] 6.486797e-01 7.097059e-01 7.461803e-01 7.651682e-01 7.815067e-01
##  [1046] 7.925461e-01 7.865407e-01 6.956637e-01 7.045836e-01 7.381436e-01
##  [1051] 7.580147e-01 7.718802e-01 7.766493e-01 7.836262e-01 7.794754e-01
##  [1056] 6.947805e-01 5.649563e-01 3.909741e-01 3.027466e-01 2.376579e-01
##  [1061] 3.468162e-01 2.902058e-01 2.219376e-01 4.627749e-02 1.280579e-01
##  [1066] 1.639142e-01 1.492537e-01 2.156672e-01 2.825223e-01 3.451382e-01
##  [1071] 3.679237e-01 4.267420e-01 4.937737e-01 5.235362e-01 5.560364e-01
##  [1076] 5.522388e-01 5.729930e-01 6.393182e-01 6.486797e-01 6.227148e-01
##  [1081] 1.405988e-01 1.603815e-01 2.587653e-01 3.196149e-01 3.568842e-01
##  [1086] 4.163208e-01 4.798198e-01 1.197562e-01 3.197033e-02 8.743266e-02
##  [1091] 1.293827e-01 1.018281e-01 9.635256e-02 1.568489e-01 2.412788e-01
##  [1096] 4.199417e-01 4.593306e-01 4.894463e-01 5.152345e-01 5.426124e-01
##  [1101] 5.548883e-01 5.632783e-01 5.797933e-01 6.054932e-01 6.393182e-01
##  [1106] 6.486797e-01 5.719332e-01 5.379316e-01 5.971916e-01 6.045218e-01
##  [1111] 4.776119e-01 6.296035e-01 6.776473e-01 6.947805e-01 6.810916e-01
##  [1116] 6.606906e-01 6.296035e-01 5.888899e-01 5.302482e-01 3.409874e-01
##  [1121] 3.643911e-01 4.157026e-01 4.603904e-01 4.915658e-01 5.113486e-01
##  [1126] 2.951515e-01 1.095116e-01 1.843151e-01 1.854632e-01 7.277223e-02
##  [1131] 1.059790e-01 1.832553e-01 2.426036e-01 2.910889e-01 3.551179e-01
##  [1136] 4.086373e-01 4.493509e-01 5.426124e-01 5.548883e-01 6.215667e-01
##  [1141] 6.129118e-01 5.915393e-01 5.824428e-01 5.679590e-01 3.963614e-01
##  [1146] 3.127263e-01 2.412788e-01 1.691248e-01 1.295593e-01 1.324737e-01
##  [1151] 1.643557e-01 2.257352e-01 2.996556e-01 3.747240e-01 3.881480e-01
##  [1156] 4.074892e-01 4.239159e-01 4.557979e-01 4.810563e-01 4.894463e-01
##  [1161] 4.718714e-01 3.216462e-01 1.992405e-01 1.470458e-01 1.520798e-01
##  [1166] 1.731873e-01 2.047161e-01 2.550561e-01 2.289146e-01 2.145191e-01
##  [1171] 2.608849e-01 3.174954e-01 3.663340e-01 1.640908e-01 7.480350e-02
##  [1176] 6.164444e-02 6.844476e-02 1.367129e-01 2.020666e-01 2.661839e-01
##  [1181] 3.358651e-01 1.750420e-01 6.844476e-02 1.045659e-01 1.575554e-01
##  [1186] 2.040979e-01 2.598251e-01 3.162589e-01 2.608849e-01 2.733375e-01
##  [1191] 3.001855e-01 2.860549e-01 2.016250e-01 3.585622e-02 1.995937e-02
##  [1196] 3.117548e-02 5.351939e-02 8.213371e-02 1.253201e-01 1.798110e-01
##  [1201] 2.048927e-02 4.053696e-02 1.000618e-01 1.646207e-01 2.320057e-01
##  [1206] 2.920604e-01 3.606818e-01 4.186170e-01 4.648945e-01 9.290824e-02
##  [1211] 2.905590e-02 9.432129e-02 1.717743e-01 2.448998e-01 2.712179e-01
##  [1216] 1.723925e-01 1.890842e-01 1.284995e-01 2.066590e-02 1.466043e-02
##  [1221] 3.815243e-02 1.002385e-01 1.704495e-01 2.302393e-01 2.705113e-01
##  [1226] 3.426654e-01 3.963614e-01 4.404310e-01 4.848538e-01 5.194736e-01
##  [1231] 2.844652e-01 5.016338e-02 4.433454e-02 1.193147e-01 1.782213e-01
##  [1236] 1.794577e-01 1.965027e-01 1.221408e-01 6.420560e-02 1.249669e-01
##  [1241] 2.005652e-01 2.733375e-01 3.496423e-01 4.149960e-01 4.230328e-01
##  [1246] 3.157290e-01 4.023669e-01 4.538550e-01 4.859136e-01 5.181489e-01
##  [1251] 2.028614e-01 2.034796e-01 3.050428e-01 3.590038e-01 4.384880e-01
##  [1256] 5.194736e-01 5.639848e-01 6.045218e-01 6.458536e-01 6.745562e-01
##  [1261] 5.888899e-01 4.937737e-01 6.176808e-01 5.548883e-01 4.937737e-01
##  [1266] 4.186170e-01 4.671907e-01 2.652124e-01 3.285348e-01 4.512938e-01
##  [1271] 5.426124e-01 5.927758e-01 6.418794e-01 6.776473e-01 7.016692e-01
##  [1276] 7.016692e-01 6.921311e-01 7.219818e-01 7.405281e-01 7.563367e-01
##  [1281] 5.478230e-01 5.797933e-01 6.085843e-01 6.863022e-01 7.345227e-01
##  [1286] 7.718802e-01 7.898084e-01 8.030557e-01 8.277842e-01 8.433277e-01
##  [1291] 8.617857e-01 8.857193e-01 8.972887e-01 8.972887e-01 7.794754e-01
##  [1296] 8.158615e-01 6.606906e-01 4.538550e-01 4.824693e-01 5.086108e-01
##  [1301] 4.221496e-01 5.548883e-01 6.296035e-01 7.097059e-01 7.948424e-01
##  [1306] 8.246048e-01 8.518061e-01 8.812152e-01 8.893403e-01 8.675263e-01
##  [1311] 8.857193e-01 9.106244e-01 9.244900e-01 9.345580e-01 9.293473e-01
##  [1316] 9.390621e-01 8.972887e-01 8.433277e-01 8.158615e-01 8.001413e-01
##  [1321] 7.948424e-01 8.277842e-01 8.617857e-01 8.972887e-01 9.345580e-01
##  [1326] 9.489535e-01 9.489535e-01 9.595514e-01 9.705025e-01 9.705025e-01
##  [1331] 6.776473e-01 7.542171e-01 8.567517e-01 9.193677e-01 9.293473e-01
##  [1336] 8.471253e-01 8.935794e-01 9.244900e-01 9.058553e-01 7.233065e-01
##  [1341] 7.974918e-01 8.812152e-01 9.244900e-01 9.009097e-01 8.001413e-01
##  [1346] 8.097677e-01 8.158615e-01 8.277842e-01 8.246048e-01 9.705025e-01
##  [1351] 9.804822e-01 7.063499e-01 6.900115e-01 8.246048e-01 8.812152e-01
##  [1356] 8.893403e-01 8.324649e-01 8.935794e-01 9.345580e-01 9.345580e-01
##  [1361] 9.106244e-01 8.812152e-01 9.244900e-01 9.489535e-01 9.595514e-01
##  [1366] 9.642321e-01 9.705025e-01 9.753599e-01 9.753599e-01 9.489535e-01
##  [1371] 9.058553e-01 9.058553e-01 9.345580e-01 9.390621e-01 9.293473e-01
##  [1376] 9.390621e-01 9.489535e-01 9.642321e-01 9.753599e-01 9.788042e-01
##  [1381] 9.788042e-01 9.545174e-01 8.324649e-01 8.246048e-01 8.893403e-01
##  [1386] 9.293473e-01 9.293473e-01 9.009097e-01 7.865407e-01 6.863022e-01
##  [1391] 6.369337e-01 1.698313e-01 2.433101e-01 4.579175e-01 5.604522e-01
##  [1396] 5.899497e-01 6.265124e-01 6.745562e-01 7.113839e-01 7.441491e-01
##  [1401] 7.622538e-01 7.794754e-01 6.227148e-01 4.384880e-01 4.593306e-01
##  [1406] 3.579440e-01 3.320675e-01 4.174689e-01 4.894463e-01 3.954782e-01
##  [1411] 1.537578e-01 1.398039e-01 2.507286e-01 3.226177e-01 3.168772e-01
##  [1416] 1.709794e-01 1.608231e-01 2.369513e-01 2.289146e-01 2.526716e-01
##  [1421] 2.835821e-01 3.485825e-01 3.916807e-01 3.909741e-01 3.396626e-01
##  [1426] 3.691601e-01 3.691601e-01 7.127086e-02 3.559127e-02 1.032412e-01
##  [1431] 1.922635e-01 2.774883e-01 2.807560e-01 8.292855e-02 6.632518e-02
##  [1436] 5.095823e-02 2.499338e-02 7.577497e-02 1.321205e-01 1.737172e-01
##  [1441] 2.105449e-01 2.204363e-01 2.100150e-01 2.352733e-01 2.644176e-01
##  [1446] 3.190850e-01 3.786982e-01 4.314228e-01 4.692219e-01 5.389914e-01
##  [1451] 5.515323e-01 1.492537e-01 8.743266e-02 2.020666e-01 5.152345e-01
##  [1456] 5.426124e-01 4.414025e-01 1.998587e-01 5.016338e-02 1.639142e-01
##  [1461] 3.079573e-01 3.930054e-01 4.034267e-01 4.302747e-01 4.648945e-01
##  [1466] 4.824693e-01 5.086108e-01 5.256557e-01 5.679590e-01 6.045218e-01
##  [1471] 6.129118e-01 6.103506e-01 6.379935e-01 6.863022e-01 6.045218e-01
##  [1476] 6.161795e-01 6.683741e-01 6.534487e-01 6.848008e-01 7.219818e-01
##  [1481] 7.461803e-01 7.461803e-01 7.461803e-01 7.295770e-01 6.296035e-01
##  [1486] 2.282964e-01 1.884660e-01 2.681268e-01 3.358651e-01 4.013071e-01
##  [1491] 4.538550e-01 5.113486e-01 5.327210e-01 5.548883e-01 5.313963e-01
##  [1496] 3.747240e-01 2.623863e-01 3.461097e-01 4.111101e-01 4.538550e-01
##  [1501] 4.894463e-01 4.962466e-01 3.930054e-01 2.040979e-01 6.844476e-02
##  [1506] 3.382496e-02 2.048927e-02 6.164444e-02 1.213459e-01 1.737172e-01
##  [1511] 2.139009e-01 2.204363e-01 2.712179e-01 3.251788e-01 3.606818e-01
##  [1516] 3.079573e-01 2.263534e-01 2.105449e-01 2.497571e-01 2.582354e-01
##  [1521] 2.817275e-01 3.529983e-01 3.855869e-01 4.569460e-01 4.786717e-01
##  [1526] 2.433101e-01 4.954517e-02 1.079219e-01 1.761901e-01 2.478142e-01
##  [1531] 3.461097e-01 3.426654e-01 4.285967e-01 3.718096e-01 2.544379e-01
##  [1536] 2.090435e-01 9.096529e-02 8.628455e-02 1.438665e-01 2.034796e-01
##  [1541] 2.587653e-01 1.691248e-01 1.280579e-01 1.761901e-01 2.139009e-01
##  [1546] 1.568489e-01 3.258854e-02 6.517707e-02 4.671907e-02 2.084253e-02
##  [1551] 5.669875e-02 9.432129e-02 1.014749e-01 1.104831e-01 1.459860e-01
##  [1556] 3.091054e-02 6.182107e-04 2.534664e-02 4.309812e-02 7.577497e-02
##  [1561] 1.233772e-01 1.765433e-01 2.325355e-01 2.945333e-01 3.446083e-01
##  [1566] 3.679237e-01 1.025347e-01 9.741235e-02 1.329153e-01 1.630310e-01
##  [1571] 1.947364e-01 2.313874e-01 2.797845e-01 1.803409e-01 4.353970e-02
##  [1576] 3.656275e-02 4.018370e-02 9.290824e-02 1.541994e-01 1.827254e-01
##  [1581] 5.519739e-02 1.346816e-01 2.097501e-01 2.844652e-01 2.876446e-01
##  [1586] 1.492537e-01 1.926168e-01 2.235273e-01 1.838735e-01 1.100415e-01
##  [1591] 5.245960e-02 1.061556e-01 1.737172e-01 4.177338e-02 5.828844e-02
##  [1596] 1.164002e-01 1.894374e-01 2.620330e-01 3.333039e-01 3.909741e-01
##  [1601] 4.122582e-01 4.369867e-01 4.937737e-01 5.379316e-01 5.214166e-01
##  [1606] 4.718714e-01 5.623951e-01 5.899497e-01 6.075245e-01 4.023669e-01
##  [1611] 1.854632e-03 3.832906e-02 1.075687e-01 1.931467e-01 2.760752e-01
##  [1616] 3.621832e-01 4.369867e-01 5.181489e-01 5.699903e-01 6.161795e-01
##  [1621] 6.534487e-01 6.848008e-01 7.181842e-01 7.441491e-01 7.718802e-01
##  [1626] 7.948424e-01 7.925461e-01 8.030557e-01 8.360858e-01 8.567517e-01
##  [1631] 8.567517e-01 5.604522e-01 7.080279e-01 7.948424e-01 8.324649e-01
##  [1636] 8.518061e-01 7.494480e-01 6.683741e-01 7.622538e-01 8.206306e-01
##  [1641] 7.865407e-01 8.066767e-01 7.604875e-01 2.313874e-01 4.579175e-01
##  [1646] 6.265124e-01 7.016692e-01 7.063499e-01 3.272101e-01 7.851276e-02
##  [1651] 3.067208e-01 4.661309e-01 1.035945e-01 1.060673e-01 1.080986e-01
##  [1656] 2.376579e-01 3.817010e-01 4.937737e-01 5.579793e-01 6.145898e-01
##  [1661] 4.199417e-01 5.352822e-01 6.379935e-01 6.810916e-01 7.063499e-01
##  [1666] 7.314316e-01 7.542171e-01 7.651682e-01 7.898084e-01 7.295770e-01
##  [1671] 7.201272e-01 7.718802e-01 8.001413e-01 8.206306e-01 8.402367e-01
##  [1676] 8.471253e-01 7.675528e-01 4.967765e-01 1.611764e-01 4.767288e-01
##  [1681] 5.853572e-01 6.502694e-01 6.978716e-01 6.695222e-01 3.771085e-01
##  [1686] 1.159587e-01 1.808708e-01 2.080721e-01 3.795814e-01 4.859136e-01
##  [1691] 5.623951e-01 6.193588e-01 6.393182e-01 6.713768e-01 7.219818e-01
##  [1696] 7.494480e-01 4.199417e-01 5.679590e-01 6.695222e-01 7.201272e-01
##  [1701] 7.515676e-01 7.718802e-01 7.794754e-01 7.865407e-01 7.747947e-01
##  [1706] 8.001413e-01 8.246048e-01 8.158615e-01 5.679590e-01 6.519474e-01
##  [1711] 7.314316e-01 7.794754e-01 8.066767e-01 8.324649e-01 8.471253e-01
##  [1716] 8.675263e-01 8.720304e-01 8.759163e-01 8.759163e-01 7.974918e-01
##  [1721] 7.563367e-01 8.206306e-01 8.617857e-01 8.857193e-01 8.935794e-01
##  [1726] 9.058553e-01 9.151285e-01 9.244900e-01 9.345580e-01 9.345580e-01
##  [1731] 9.293473e-01 9.193677e-01 8.935794e-01 8.893403e-01 8.972887e-01
##  [1736] 6.848008e-01 6.103506e-01 7.364656e-01 7.925461e-01 8.206306e-01
##  [1741] 8.433277e-01 8.617857e-01 8.812152e-01 8.720304e-01 8.812152e-01
##  [1746] 8.972887e-01 9.009097e-01 9.106244e-01 9.151285e-01 9.151285e-01
##  [1751] 8.471253e-01 8.066767e-01 6.418794e-01 6.921311e-01 6.486797e-01
##  [1756] 6.379935e-01 6.447938e-01 3.358651e-01 2.985075e-01 3.718096e-01
##  [1761] 4.455533e-01 5.165592e-01 4.894463e-01 1.691248e-01 1.789278e-01
##  [1766] 2.913539e-01 3.817010e-01 3.409874e-01 3.396626e-01 3.037181e-01
##  [1771] 6.261591e-02 1.113662e-01 1.928817e-01 2.807560e-01 3.092820e-01
##  [1776] 1.555242e-01 1.621478e-01 2.022432e-01 2.538197e-01 3.001855e-01
##  [1781] 3.127263e-01 2.484324e-01 2.902058e-01 3.207630e-01 3.039830e-01
##  [1786] 3.575024e-01 4.065177e-01 4.503224e-01 4.633048e-01 4.648945e-01
##  [1791] 4.603904e-01 4.443169e-01 4.086373e-01 5.722865e-02 1.625011e-02
##  [1796] 7.692308e-02 1.085401e-01 1.657688e-01 1.874062e-01 2.082487e-01
##  [1801] 2.631811e-01 2.690983e-01 3.446083e-01 3.809061e-01 4.136713e-01
##  [1806] 3.943301e-01 1.394507e-01 1.156054e-01 1.511084e-01 1.838735e-01
##  [1811] 1.794577e-01 2.219376e-01 2.667138e-01 3.190850e-01 1.514616e-01
##  [1816] 8.089729e-02 5.899497e-02 2.967411e-02 8.416497e-02 1.390091e-01
##  [1821] 9.096529e-02 1.507551e-01 1.947364e-01 2.456063e-01 2.985075e-01
##  [1826] 2.685684e-01 2.779299e-01 2.913539e-01 3.157290e-01 3.579440e-01
##  [1831] 3.698666e-01 3.736642e-01 4.272719e-01 4.369867e-01 4.538550e-01
##  [1836] 5.389914e-01 5.679590e-01 5.971916e-01 6.296035e-01 6.447938e-01
##  [1841] 6.606906e-01 6.776473e-01 6.885101e-01 6.996379e-01 7.063499e-01
##  [1846] 7.149165e-01 7.219818e-01 7.246313e-01 7.345227e-01 7.405281e-01
##  [1851] 7.441491e-01 7.475934e-01 7.494480e-01 7.542171e-01 7.580147e-01
##  [1856] 7.622538e-01 7.651682e-01 7.675528e-01 3.369248e-01 3.127263e-01
##  [1861] 3.634196e-01 4.302747e-01 4.111101e-01 3.833790e-01 4.013071e-01
##  [1866] 4.538550e-01 5.019871e-01 5.291884e-01 5.019871e-01 4.767288e-01
##  [1871] 4.111101e-01 4.111101e-01 4.538550e-01 4.894463e-01 5.019871e-01
##  [1876] 5.291884e-01 5.327210e-01 5.227413e-01 4.767288e-01 1.965027e-01
##  [1881] 1.713327e-02 4.680738e-03 6.535370e-03 3.382496e-02 6.323413e-02
##  [1886] 1.218758e-01 1.808708e-01 2.292679e-01 2.929436e-01 3.369248e-01
##  [1891] 2.792546e-01 3.396626e-01 3.916807e-01 2.876446e-01 2.390709e-01
##  [1896] 2.945333e-01 3.092820e-01 3.656275e-02 6.164444e-02 1.148989e-01
##  [1901] 1.832553e-01 2.507286e-01 2.929436e-01 3.446083e-01 4.023669e-01
##  [1906] 4.272719e-01 4.786717e-01 5.113486e-01 1.358297e-01 8.902234e-02
##  [1911] 9.635256e-02 1.723925e-01 2.349201e-01 2.876446e-01 2.426036e-01
##  [1916] 1.324737e-02 1.077453e-02 8.654950e-03 4.583591e-02 9.803056e-02
##  [1921] 1.434249e-01 1.821072e-01 2.263534e-01 2.712179e-01 2.672437e-01
##  [1926] 2.743089e-01 2.972710e-01 2.182284e-01 2.116047e-01 2.497571e-01
##  [1931] 2.835821e-01 3.226177e-01 3.517619e-01 3.756072e-01 4.314228e-01
##  [1936] 4.705467e-01 5.034002e-01 5.327210e-01 5.548883e-01 5.719332e-01
##  [1941] 5.753776e-01 4.824693e-01 4.915658e-01 5.327210e-01 5.548883e-01
##  [1946] 5.838559e-01 6.176808e-01 6.348141e-01 3.841738e-01 2.269717e-02
##  [1951] 1.035945e-01 2.028614e-01 2.910889e-01 3.590038e-01 4.267420e-01
##  [1956] 4.937737e-01 5.449969e-01 5.729930e-01 6.017840e-01 5.888899e-01
##  [1961] 6.103506e-01 6.296035e-01 4.174689e-01 4.786717e-01 2.967411e-01
##  [1966] 2.401307e-01 3.461097e-01 4.355736e-01 4.040449e-01 2.811092e-01
##  [1971] 2.517001e-01 3.596220e-01 4.512938e-01 5.313963e-01 1.558774e-01
##  [1976] 5.351939e-02 2.058642e-01 4.327475e-03 3.258854e-02 1.113662e-01
##  [1981] 1.480173e-01 2.313874e-01 2.522300e-01 3.216462e-01 4.174689e-01
##  [1986] 4.661309e-01 5.302482e-01 5.649563e-01 6.193588e-01 3.568842e-01
##  [1991] 3.560894e-01 4.126115e-01 3.841738e-01 3.634196e-01 3.989225e-01
##  [1996] 4.384880e-01 4.997792e-01 4.398128e-01 5.086108e-01 5.679590e-01
##  [2001] 5.426124e-01 5.927758e-01 6.193588e-01 6.787954e-01 7.149165e-01
##  [2006] 7.381436e-01 7.604875e-01 7.794754e-01 7.925461e-01 7.974918e-01
##  [2011] 7.622538e-01 5.291884e-01 6.502694e-01 7.271041e-01 7.045836e-01
##  [2016] 4.683388e-01 2.269717e-02 1.889958e-02 8.089729e-02 2.186700e-01
##  [2021] 3.529983e-01 2.967411e-01 4.539433e-02 1.128676e-01 2.401307e-01
##  [2026] 3.634196e-01 4.569460e-01 5.346640e-01 5.684889e-01 5.043716e-01
##  [2031] 4.512938e-01 5.888899e-01 6.502694e-01 6.322529e-01 4.473196e-01
##  [2036] 6.029321e-01 6.733198e-01 7.080279e-01 7.271041e-01 6.787954e-01
##  [2041] 6.863022e-01 7.542171e-01 7.865407e-01 8.030557e-01 8.158615e-01
##  [2046] 8.277842e-01 8.324649e-01 8.402367e-01 8.567517e-01 8.759163e-01
##  [2051] 8.935794e-01 9.058553e-01 9.151285e-01 8.617857e-01 6.029321e-01
##  [2056] 5.719332e-01 7.441491e-01 8.097677e-01 8.324649e-01 8.471253e-01
##  [2061] 8.675263e-01 8.857193e-01 8.759163e-01 7.097059e-01 7.295770e-01
##  [2066] 8.001413e-01 8.471253e-01 8.759163e-01 8.518061e-01 7.898084e-01
##  [2071] 8.324649e-01 8.675263e-01 8.935794e-01 9.106244e-01 9.244900e-01
##  [2076] 9.390621e-01 9.437428e-01 9.437428e-01 8.812152e-01 7.097059e-01
##  [2081] 6.713768e-01 6.885101e-01 7.016692e-01 7.097059e-01 7.149165e-01
##  [2086] 7.181842e-01 7.219818e-01 7.246313e-01 8.097677e-01 8.246048e-01
##  [2091] 9.058553e-01 9.545174e-01 9.753599e-01 9.815420e-01 9.811004e-01
##  [2096] 9.795107e-01 9.791575e-01 9.642321e-01 9.705025e-01 9.705025e-01
##  [2101] 9.753599e-01 9.545174e-01 9.390621e-01 9.390621e-01 9.437428e-01
##  [2106] 9.545174e-01 9.642321e-01 9.705025e-01 9.753599e-01 9.788042e-01
##  [2111] 9.788042e-01 9.798640e-01 9.795107e-01 9.753599e-01 9.345580e-01
##  [2116] 9.058553e-01 9.293473e-01 9.437428e-01 9.545174e-01 9.437428e-01
##  [2121] 4.455533e-01 5.165592e-01 6.418794e-01 6.733198e-01 5.753776e-01
##  [2126] 6.745562e-01 7.405281e-01 7.766493e-01 8.001413e-01 8.246048e-01
##  [2131] 8.360858e-01 8.518061e-01 8.471253e-01 7.149165e-01 3.656275e-02
##  [2136] 2.472843e-03 3.276517e-02 7.692308e-02 1.360947e-01 2.219376e-01
##  [2141] 3.018635e-01 3.303895e-01 1.621478e-01 8.743266e-02 3.506138e-02
##  [2146] 2.658306e-02 1.501369e-02 1.695664e-02 6.729665e-02 1.377727e-01
##  [2151] 2.097501e-01 2.876446e-01 1.866996e-01 1.297359e-01 1.983573e-01
##  [2156] 2.559392e-01 1.430716e-01 1.059790e-03 8.831582e-04 6.447055e-03
##  [2161] 4.256822e-02 9.635256e-02 1.482823e-01 2.296211e-01 2.959463e-01
##  [2166] 3.378963e-01 3.226177e-01 3.650093e-01 3.901793e-01 3.817010e-01
##  [2171] 3.691601e-01 2.945333e-01 8.089729e-02 7.277223e-02 7.074097e-02
##  [2176] 1.323854e-01 1.977391e-01 2.544379e-01 3.369248e-01 4.603904e-01
##  [2181] 4.962466e-01 5.227413e-01 5.679590e-01 5.291884e-01 4.824693e-01
##  [2186] 5.548883e-01 5.888899e-01 6.129118e-01 5.824428e-01 5.971916e-01
##  [2191] 6.045218e-01 6.215667e-01 6.369337e-01 6.017840e-01 5.830610e-01
##  [2196] 5.491478e-01 5.243310e-01 5.367835e-01 5.623951e-01 5.888899e-01
##  [2201] 6.296035e-01 6.129118e-01 5.824428e-01 6.215667e-01 6.369337e-01
##  [2206] 6.519474e-01 6.683741e-01 6.848008e-01 6.606906e-01 5.291884e-01
##  [2211] 1.657688e-01 8.743266e-02 1.400689e-01 1.811357e-01 1.358297e-01
##  [2216] 1.847567e-01 2.214078e-01 2.382761e-01 2.760752e-01 3.930054e-01
##  [2221] 3.496423e-01 3.963614e-01 4.767288e-01 4.767288e-01 1.269981e-01
##  [2226] 4.795549e-02 7.065265e-04 1.766316e-04 3.974212e-03 3.700433e-02
##  [2231] 8.513645e-02 1.429833e-01 2.003003e-01 2.959463e-01 3.736642e-01
##  [2236] 4.414025e-01 5.019871e-01 4.705467e-01 5.086108e-01 1.058023e-01
##  [2241] 5.210633e-03 2.472843e-03 6.182107e-03 3.038064e-02 5.422591e-02
##  [2246] 1.008567e-01 1.562307e-01 2.131061e-01 2.690983e-01 2.939150e-01
##  [2251] 3.718096e-01 4.199417e-01 4.473196e-01 4.593306e-01 4.705467e-01
##  [2256] 4.848538e-01 4.894463e-01 5.227413e-01 5.784686e-01 4.318643e-01
##  [2261] 1.037711e-01 3.382496e-02 8.416497e-02 1.008567e-01 6.323413e-02
##  [2266] 1.245253e-02 4.901528e-02 1.117195e-01 1.874062e-01 2.207895e-01
##  [2271] 2.792546e-01 3.615650e-01 4.149960e-01 4.355736e-01 4.705467e-01
##  [2276] 5.152345e-01 5.367835e-01 5.069328e-01 5.291884e-01 5.560364e-01
##  [2281] 5.679590e-01 5.824428e-01 6.017840e-01 6.161795e-01 6.369337e-01
##  [2286] 6.486797e-01 6.393182e-01 5.105537e-01 3.551179e-01 4.013071e-01
##  [2291] 3.386028e-01 2.263534e-01 2.069240e-01 1.269981e-01 9.962024e-02
##  [2296] 1.709794e-01 2.147841e-01 2.156672e-01 1.884660e-01 1.459860e-01
##  [2301] 1.989755e-01 2.464894e-01 2.592069e-01 2.080721e-01 1.983573e-01
##  [2306] 2.376579e-01 2.807560e-01 3.244723e-01 3.833790e-01 4.262121e-01
##  [2311] 4.149960e-01 4.837057e-01 5.152345e-01 5.426124e-01 5.768789e-01
##  [2316] 6.045218e-01 6.215667e-01 6.369337e-01 6.265124e-01 6.458536e-01
##  [2321] 6.733198e-01 6.900115e-01 7.045836e-01 7.181842e-01 7.201272e-01
##  [2326] 6.921311e-01 7.097059e-01 7.271041e-01 7.314316e-01 7.461803e-01
##  [2331] 6.695222e-01 3.881480e-01 4.493509e-01 5.313963e-01 5.719332e-01
##  [2336] 6.005476e-01 6.447938e-01 6.776473e-01 6.713768e-01 5.753776e-01
##  [2341] 6.379935e-01 6.733198e-01 6.885101e-01 7.149165e-01 7.364656e-01
##  [2346] 7.604875e-01 7.836262e-01 7.865407e-01 7.694074e-01 7.718802e-01
##  [2351] 7.233065e-01 7.563367e-01 7.974918e-01 8.246048e-01 7.974918e-01
##  [2356] 7.718802e-01 7.948424e-01 8.324649e-01 8.402367e-01 6.863022e-01
##  [2361] 7.233065e-01 8.066767e-01 7.815067e-01 7.675528e-01 8.324649e-01
##  [2366] 8.617857e-01 8.471253e-01 8.567517e-01 9.058553e-01 9.244900e-01
##  [2371] 7.080279e-01 7.381436e-01 8.097677e-01 8.567517e-01 6.900115e-01
##  [2376] 5.019871e-01 6.885101e-01 7.718802e-01 8.158615e-01 8.518061e-01
##  [2381] 8.812152e-01 6.787954e-01 4.848538e-01 6.713768e-01 4.997792e-01
##  [2386] 4.848538e-01 3.691601e-01 5.824428e-01 6.713768e-01 3.333039e-01
##  [2391] 2.073655e-01 2.929436e-01 5.828844e-02 1.387441e-01 2.996556e-01
##  [2396] 4.369867e-01 5.327210e-01 5.863287e-01 5.437605e-01 3.909741e-01
##  [2401] 5.604522e-01 6.054932e-01 6.322529e-01 6.776473e-01 7.181842e-01
##  [2406] 7.494480e-01 7.718802e-01 7.925461e-01 8.158615e-01 8.277842e-01
##  [2411] 6.103506e-01 6.745562e-01 7.345227e-01 7.494480e-01 6.863022e-01
##  [2416] 7.345227e-01 7.925461e-01 8.206306e-01 8.433277e-01 8.617857e-01
##  [2421] 8.675263e-01 8.675263e-01 8.857193e-01 9.009097e-01 8.972887e-01
##  [2426] 8.893403e-01 9.009097e-01 8.857193e-01 8.759163e-01 9.151285e-01
##  [2431] 8.125055e-01 7.718802e-01 8.402367e-01 8.935794e-01 9.244900e-01
##  [2436] 9.437428e-01 9.489535e-01 9.545174e-01 9.545174e-01 9.293473e-01
##  [2441] 8.857193e-01 9.106244e-01 9.390621e-01 9.595514e-01 7.219818e-01
##  [2446] 6.900115e-01 7.675528e-01 9.106244e-01 9.345580e-01 9.489535e-01
##  [2451] 9.705025e-01 9.791575e-01 9.833966e-01 9.753599e-01 9.489535e-01
##  [2456] 9.437428e-01 9.545174e-01 9.642321e-01 8.360858e-01 6.348141e-01
##  [2461] 6.978716e-01 6.176808e-01 6.885101e-01 7.766493e-01 8.246048e-01
##  [2466] 3.833790e-01 7.692308e-02 3.347169e-01 7.771792e-03 8.478318e-03
##  [2471] 7.480350e-02 1.931467e-01 3.067208e-01 4.034267e-01 4.871500e-01
##  [2476] 5.569195e-01 5.989579e-01 5.768789e-01 3.027466e-01 2.779299e-01
##  [2481] 3.833790e-01 4.482911e-01 5.105537e-01 5.623951e-01 5.938356e-01
##  [2486] 6.238629e-01 6.470017e-01 6.641349e-01 6.824163e-01 6.956637e-01
##  [2491] 6.447938e-01 6.054932e-01 5.649563e-01 5.548883e-01 5.719332e-01
##  [2496] 5.797933e-01 6.029321e-01 6.085843e-01 5.927758e-01 5.352822e-01
##  [2501] 1.575554e-01 5.245960e-02 1.308840e-01 1.789278e-01 5.475581e-03
##  [2506] 3.506138e-02 4.477612e-02 4.901528e-02 1.090700e-01 1.914687e-01
##  [2511] 2.418087e-01 2.879979e-01 3.396626e-01 3.560894e-01 2.267950e-01
##  [2516] 1.731873e-01 4.018370e-02 1.064206e-01 1.827254e-01 1.977391e-01
##  [2521] 2.005652e-01 5.245960e-02 3.815243e-02 9.741235e-02 1.698313e-01
##  [2526] 2.440166e-01 3.196149e-01 3.347169e-01 2.502870e-01 2.376579e-01
##  [2531] 2.929436e-01 3.551179e-01 3.943301e-01 4.136713e-01 1.748653e-02
##  [2536] 1.457211e-02 5.828844e-02 1.276164e-01 2.145191e-01 3.008920e-01
##  [2541] 3.369248e-01 3.930054e-01 4.174689e-01 3.718096e-01 3.226177e-01
##  [2546] 3.771085e-01 4.149960e-01 4.671907e-01 5.043716e-01 1.671818e-01
##  [2551] 4.018370e-02 9.635256e-02 1.678001e-01 2.376579e-01 3.027466e-01
##  [2556] 3.496423e-01 4.013071e-01 4.482911e-01 4.538550e-01 4.837057e-01
##  [2561] 5.426124e-01 6.193588e-01 5.679590e-01 5.235362e-01 4.937737e-01
##  [2566] 5.256557e-01 5.152345e-01 4.786717e-01 5.056081e-01 5.243310e-01
##  [2571] 5.459684e-01 3.634196e-01 1.691248e-01 2.296211e-01 2.855250e-01
##  [2576] 6.632518e-02 3.559127e-02 1.065089e-01 1.789278e-01 2.342135e-01
##  [2581] 4.414025e-01 4.767288e-01 5.152345e-01 5.291884e-01 5.426124e-01
##  [2586] 5.679590e-01 3.736642e-01 2.105449e-01 2.887927e-01 1.271748e-01
##  [2591] 6.632518e-02 1.107480e-01 1.717743e-01 2.247638e-01 2.667138e-01
##  [2596] 3.079573e-01 3.663340e-01 4.302747e-01 4.426389e-01 3.643911e-01
##  [2601] 2.807560e-01 3.378963e-01 3.881480e-01 4.905060e-01 4.384880e-01
##  [2606] 4.894463e-01 5.515323e-01 5.830610e-01 5.719332e-01 5.824428e-01
##  [2611] 5.389914e-01 5.753776e-01 5.888899e-01 5.971916e-01 5.915393e-01
##  [2616] 5.899497e-01 4.000707e-01 2.198181e-01 2.637993e-01 3.190850e-01
##  [2621] 3.747240e-01 4.013071e-01 4.285967e-01 4.404310e-01 4.384880e-01
##  [2626] 4.810563e-01 5.379316e-01 5.522388e-01 5.699903e-01 5.971916e-01
##  [2631] 5.888899e-01 5.824428e-01 6.005476e-01 6.265124e-01 6.379935e-01
##  [2636] 6.502694e-01 6.606906e-01 6.695222e-01 6.776473e-01 6.863022e-01
##  [2641] 6.900115e-01 6.733198e-01 6.900115e-01 6.900115e-01 7.045836e-01
##  [2646] 6.848008e-01 3.606818e-01 3.263269e-01 3.207630e-01 3.060143e-01
##  [2651] 2.774883e-01 2.797845e-01 2.306809e-01 5.351939e-02 1.669169e-02
##  [2656] 1.501369e-02 4.627749e-02 9.432129e-02 9.864877e-02 8.089729e-02
##  [2661] 1.368012e-01 9.864877e-02 4.539433e-02 9.432129e-02 1.504018e-01
##  [2666] 2.198181e-01 2.855250e-01 3.378963e-01 3.855869e-01 4.174689e-01
##  [2671] 4.583591e-02 5.245960e-02 1.305308e-01 2.073655e-01 2.275015e-01
##  [2676] 2.887927e-01 3.067208e-01 3.756072e-01 3.977744e-01 4.122582e-01
##  [2681] 3.855869e-01 4.186170e-01 4.538550e-01 4.848538e-01 5.152345e-01
##  [2686] 5.491478e-01 5.729930e-01 5.989579e-01 6.145898e-01 6.322529e-01
##  [2691] 6.621920e-01 6.543319e-01 6.641349e-01 6.978716e-01 7.063499e-01
##  [2696] 1.902323e-01 2.774883e-01 3.948600e-01 4.871500e-01 5.491478e-01
##  [2701] 5.888899e-01 6.348141e-01 6.369337e-01 1.149872e-01 2.690983e-01
##  [2706] 3.989225e-01 4.978363e-01 3.833790e-01 4.230328e-01 3.446083e-01
##  [2711] 4.988077e-01 5.719332e-01 6.310165e-01 6.713768e-01 7.045836e-01
##  [2716] 7.314316e-01 7.271041e-01 7.271041e-01 7.694074e-01 7.181842e-01
##  [2721] 6.265124e-01 7.219818e-01 7.718802e-01 7.974918e-01 8.097677e-01
##  [2726] 8.360858e-01 8.617857e-01 7.295770e-01 3.517619e-01 3.663340e-01
##  [2731] 1.957079e-01 3.663340e-01 5.346640e-01 6.129118e-01 6.621920e-01
##  [2736] 7.045836e-01 7.475934e-01 7.622538e-01 6.045218e-01 3.008920e-01
##  [2741] 2.117813e-01 4.086373e-01 5.426124e-01 6.161795e-01 6.458536e-01
##  [2746] 6.848008e-01 7.113839e-01 7.422944e-01 7.622538e-01 7.898084e-01
##  [2751] 8.001413e-01 7.271041e-01 7.045836e-01 7.794754e-01 8.206306e-01
##  [2756] 8.433277e-01 8.720304e-01 8.893403e-01 9.058553e-01 9.193677e-01
##  [2761] 9.345580e-01 9.437428e-01 9.545174e-01 8.720304e-01 8.402367e-01
##  [2766] 9.151285e-01 9.293473e-01 9.489535e-01 9.642321e-01 9.753599e-01
##  [2771] 9.795107e-01 8.972887e-01 8.812152e-01 8.812152e-01 8.675263e-01
##  [2776] 9.106244e-01 9.345580e-01 9.595514e-01 9.437428e-01 9.390621e-01
##  [2781] 9.705025e-01 9.811004e-01 9.861344e-01 9.899320e-01 9.926698e-01
##  [2786] 9.945244e-01 9.948777e-01 9.954959e-01 9.955842e-01 9.962024e-01
##  [2791] 7.201272e-01 4.739910e-01 7.651682e-01 8.720304e-01 9.151285e-01
##  [2796] 9.058553e-01 7.364656e-01 7.925461e-01 8.125055e-01 8.720304e-01
##  [2801] 8.246048e-01 8.720304e-01 9.151285e-01 9.390621e-01 9.545174e-01
##  [2806] 8.433277e-01 7.580147e-01 6.921311e-01 6.502694e-01 7.461803e-01
##  [2811] 7.580147e-01 6.978716e-01 7.295770e-01 7.604875e-01 8.066767e-01
##  [2816] 8.246048e-01 8.277842e-01 8.001413e-01 7.675528e-01 6.145898e-01
##  [2821] 6.250110e-01 6.683741e-01 5.768789e-01 6.458536e-01 7.080279e-01
##  [2826] 7.515676e-01 7.865407e-01 8.097677e-01 8.324649e-01 7.295770e-01
##  [2831] 6.947805e-01 7.219818e-01 3.596220e-01 4.810563e-01 5.927758e-01
##  [2836] 6.534487e-01 6.655480e-01 6.379935e-01 6.606906e-01 6.921311e-01
##  [2841] 7.045836e-01 6.310165e-01 6.629868e-01 7.016692e-01 7.405281e-01
##  [2846] 7.925461e-01 8.001413e-01 8.125055e-01 8.246048e-01 8.097677e-01
##  [2851] 7.747947e-01 7.865407e-01 7.948424e-01 8.066767e-01 8.617857e-01
##  [2856] 8.759163e-01 8.675263e-01 8.097677e-01 8.066767e-01 8.360858e-01
##  [2861] 8.471253e-01 8.617857e-01 8.675263e-01 8.675263e-01 8.720304e-01
##  [2866] 8.720304e-01 8.812152e-01 8.893403e-01 8.935794e-01 7.836262e-01
##  [2871] 5.313963e-01 4.810563e-01 5.649563e-01 5.623951e-01 4.122582e-01
##  [2876] 3.244723e-01 3.890312e-01 4.473196e-01 4.384880e-01 5.019871e-01
##  [2881] 5.270688e-01 5.515323e-01 6.075245e-01 6.250110e-01 6.005476e-01
##  [2886] 6.075245e-01 6.227148e-01 6.369337e-01 6.534487e-01 4.433454e-02
##  [2891] 5.828844e-02 1.562307e-01 2.412788e-01 3.162589e-01 1.922635e-01
##  [2896] 2.131061e-01 2.765168e-01 3.285348e-01 3.485825e-01 2.426036e-01
##  [2901] 1.165769e-01 1.768966e-01 2.456063e-01 3.303895e-01 4.065177e-01
##  [2906] 2.750155e-01 2.349201e-01 3.018635e-01 3.663340e-01 4.040449e-01
##  [2911] 9.635256e-02 1.140157e-01 1.897907e-01 2.426036e-01 3.008920e-01
##  [2916] 5.148812e-02 1.598516e-02 4.848538e-02 9.432129e-02 1.016515e-01
##  [2921] 1.768966e-01 2.306809e-01 1.289411e-01 1.533163e-01 2.204363e-01
##  [2926] 2.612382e-01 4.111101e-01 4.871500e-01 5.152345e-01 4.648945e-01
##  [2931] 4.894463e-01 5.291884e-01 5.548883e-01 5.426124e-01 5.346640e-01
##  [2936] 5.604522e-01 5.742294e-01 5.971916e-01 6.129118e-01 5.824428e-01
##  [2941] 3.663340e-01 9.891372e-03 5.351939e-02 1.315906e-01 2.145191e-01
##  [2946] 2.829639e-01 3.067208e-01 3.679237e-01 4.443169e-01 4.937737e-01
##  [2951] 5.152345e-01 4.894463e-01 3.930054e-01 2.222026e-01 4.795549e-02
##  [2956] 3.091054e-02 2.048927e-02 4.477612e-02 1.152521e-01 2.058642e-01
##  [2961] 2.825223e-01 3.280049e-01 3.833790e-01 4.414025e-01 4.894463e-01
##  [2966] 5.346640e-01 5.548883e-01 5.227413e-01 4.962466e-01 4.767288e-01
##  [2971] 4.593306e-01 3.615650e-01 1.095116e-01 1.421002e-01 2.165504e-01
##  [2976] 2.349201e-01 2.647708e-01 3.190850e-01 3.634196e-01 3.817010e-01
##  [2981] 4.186170e-01 4.384880e-01 4.314228e-01 4.272719e-01 3.272101e-01
##  [2986] 4.769054e-03 1.015632e-02 5.722865e-02 1.253201e-01 2.034796e-01
##  [2991] 2.550561e-01 2.497571e-01 3.098119e-01 3.517619e-01 2.574406e-01
##  [2996] 2.719244e-01 3.050428e-01 3.468162e-01 3.841738e-01 4.000707e-01
##  [3001] 4.065177e-01 4.149960e-01 4.398128e-01 4.620684e-01 3.786982e-01
##  [3006] 1.890842e-01 2.302393e-01 1.008567e-01 1.358297e-01 2.131061e-01
##  [3011] 2.774883e-01 3.303895e-01 3.881480e-01 4.057229e-01 4.493509e-01
##  [3016] 4.824693e-01 3.855869e-01 3.867350e-01 4.149960e-01 1.789278e-01
##  [3021] 1.276164e-01 1.772498e-01 2.371280e-01 2.959463e-01 3.560894e-01
##  [3026] 4.065177e-01 4.569460e-01 4.905060e-01 5.313963e-01 5.591274e-01
##  [3031] 4.503224e-01 3.517619e-01 4.285967e-01 4.633048e-01 5.043716e-01
##  [3036] 5.105537e-01 2.644176e-01 3.433719e-01 4.023669e-01 4.443169e-01
##  [3041] 4.603904e-01 1.776914e-01 1.140157e-01 1.691248e-01 2.382761e-01
##  [3046] 3.060143e-01 3.551179e-01 2.520533e-01 9.290824e-02 1.443080e-01
##  [3051] 2.131061e-01 2.705113e-01 2.719244e-01 3.174954e-01 3.704849e-01
##  [3056] 4.163208e-01 4.512938e-01 4.905060e-01 5.194736e-01 5.522388e-01
##  [3061] 4.661309e-01 1.199329e-01 1.657688e-01 2.331538e-01 3.141394e-01
##  [3066] 3.855869e-01 1.983573e-01 2.835821e-01 3.771085e-01 4.443169e-01
##  [3071] 5.069328e-01 5.579793e-01 5.989579e-01 6.393182e-01 6.745562e-01
##  [3076] 6.776473e-01 6.655480e-01 7.045836e-01 7.295770e-01 7.542171e-01
##  [3081] 7.766493e-01 7.836262e-01 5.768789e-01 6.250110e-01 7.314316e-01
##  [3086] 7.747947e-01 8.001413e-01 8.206306e-01 8.402367e-01 8.567517e-01
##  [3091] 8.518061e-01 8.720304e-01 8.935794e-01 9.106244e-01 9.244900e-01
##  [3096] 9.345580e-01 9.437428e-01 9.489535e-01 9.595514e-01 9.642321e-01
##  [3101] 9.753599e-01 9.797757e-01 9.829550e-01 9.845447e-01 9.861344e-01
##  [3106] 9.870176e-01 9.879890e-01 9.895787e-01 9.908152e-01 9.911684e-01
##  [3111] 9.919633e-01 9.926698e-01 9.932880e-01 9.945244e-01 9.932880e-01
##  [3116] 9.840148e-01 9.815420e-01 9.855162e-01 9.888722e-01 9.911684e-01
##  [3121] 9.930231e-01 9.939062e-01 9.901969e-01 8.066767e-01 7.016692e-01
##  [3126] 7.271041e-01 8.402367e-01 8.277842e-01 8.675263e-01 9.293473e-01
##  [3131] 9.545174e-01 9.705025e-01 9.797757e-01 9.837499e-01 9.870176e-01
##  [3136] 9.876358e-01 9.888722e-01 9.911684e-01 9.919633e-01 9.876358e-01
##  [3141] 9.244900e-01 9.009097e-01 9.489535e-01 9.788042e-01 9.855162e-01
##  [3146] 9.895787e-01 9.926698e-01 9.939062e-01 9.945244e-01 9.951426e-01
##  [3151] 9.962024e-01 9.966440e-01 9.969089e-01 9.193677e-01 4.473196e-01
##  [3156] 5.888899e-01 7.766493e-01 7.405281e-01 4.221496e-01 6.800318e-01
##  [3161] 7.794754e-01 8.324649e-01 8.720304e-01 6.215667e-01 5.989579e-01
##  [3166] 7.364656e-01 8.066767e-01 8.567517e-01 8.972887e-01 6.555683e-01
##  [3171] 4.997792e-01 5.971916e-01 6.900115e-01 7.542171e-01 7.974918e-01
##  [3176] 8.246048e-01 8.518061e-01 8.812152e-01 6.555683e-01 6.250110e-01
##  [3181] 7.149165e-01 7.815067e-01 4.620684e-01 3.216462e-01 4.988077e-01
##  [3186] 5.742294e-01 5.649563e-01 6.418794e-01 6.470017e-01 5.270688e-01
##  [3191] 3.235008e-01 2.817275e-01 4.339839e-01 5.449969e-01 6.161795e-01
##  [3196] 6.683741e-01 7.045836e-01 7.271041e-01 6.885101e-01 7.165945e-01
##  [3201] 7.563367e-01 7.815067e-01 8.030557e-01 8.125055e-01 8.206306e-01
##  [3206] 8.324649e-01 8.097677e-01 8.001413e-01 8.206306e-01 8.471253e-01
##  [3211] 8.567517e-01 8.675263e-01 8.720304e-01 5.379316e-01 4.905060e-01
##  [3216] 6.296035e-01 6.787954e-01 3.989225e-01 1.844034e-01 1.349466e-01
##  [3221] 1.937649e-01 3.157290e-01 4.157026e-01 4.848538e-01 5.346640e-01
##  [3226] 5.797933e-01 6.145898e-01 6.348141e-01 6.348141e-01 6.470017e-01
##  [3231] 6.572463e-01 3.575024e-01 1.069505e-01 1.977391e-01 2.860549e-01
##  [3236] 3.596220e-01 4.057229e-01 4.369867e-01 5.019871e-01 3.590038e-01
##  [3241] 2.644176e-01 3.347169e-01 3.890312e-01 3.736642e-01 4.285967e-01
##  [3246] 3.971562e-01 1.042127e-02 1.730990e-02 6.968118e-02 1.424534e-01
##  [3251] 2.198181e-01 2.951515e-01 3.560894e-01 4.000707e-01 4.111101e-01
##  [3256] 4.569460e-01 5.034002e-01 5.227413e-01 5.522388e-01 5.729930e-01
##  [3261] 5.853572e-01 6.129118e-01 6.296035e-01 6.322529e-01 6.418794e-01
##  [3266] 6.621920e-01 6.787954e-01 7.149165e-01 7.345227e-01 7.149165e-01
##  [3271] 6.606906e-01 6.486797e-01 6.713768e-01 6.848008e-01 7.045836e-01
##  [3276] 7.149165e-01 6.921311e-01 4.111101e-01 2.488740e-01 1.713327e-01
##  [3281] 2.534664e-02 1.271748e-02 6.968118e-02 1.456328e-01 1.906738e-01
##  [3286] 1.992405e-01 2.623863e-01 3.098119e-01 2.978009e-01 2.473726e-01
##  [3291] 2.685684e-01 3.018635e-01 3.803762e-01 2.520533e-01 1.992405e-01
##  [3296] 7.480350e-02 7.480350e-02 1.487238e-01 2.229091e-01 4.353970e-02
##  [3301] 1.925285e-02 5.978981e-02 1.474874e-02 4.716065e-02 1.097766e-01
##  [3306] 1.827254e-01 2.448998e-01 3.027466e-01 4.111101e-01 4.648945e-01
##  [3311] 5.291884e-01 5.152345e-01 4.946569e-01 4.776119e-01 2.139009e-01
##  [3316] 2.698048e-01 3.235008e-01 2.207895e-01 1.989755e-01 2.517001e-01
##  [3321] 3.037181e-01 1.657688e-01 1.346816e-01 1.952663e-01 2.473726e-01
##  [3326] 3.135212e-01 3.954782e-01 4.810563e-01 5.478230e-01 5.888899e-01
##  [3331] 6.045218e-01 5.604522e-01 2.587653e-01 1.192264e-02 2.561159e-03
##  [3336] 3.338338e-02 9.096529e-02 1.558774e-01 2.235273e-01 1.925285e-02
##  [3341] 2.967411e-02 7.939592e-02 1.480173e-01 2.263534e-01 2.902058e-01
##  [3346] 3.358651e-01 3.930054e-01 4.034267e-01 4.648945e-01 4.557979e-01
##  [3351] 3.537932e-01 1.074803e-01 1.589685e-03 1.121611e-02 6.040802e-02
##  [3356] 1.239071e-01 1.640025e-01 1.657688e-01 1.456328e-01 1.816656e-01
##  [3361] 2.058642e-01 2.275015e-01 2.855250e-01 3.358651e-01 3.474344e-01
##  [3366] 3.369248e-01 3.667756e-01 3.444317e-02 6.040802e-02 1.293827e-01
##  [3371] 1.121611e-01 1.058023e-01 1.586152e-01 2.207895e-01 2.774883e-01
##  [3376] 2.426036e-01 5.016338e-02 2.543496e-02 5.422591e-02 1.029762e-01
##  [3381] 1.329153e-01 1.625894e-01 2.007419e-01 2.473726e-01 2.879979e-01
##  [3386] 3.303895e-01 3.117548e-01 3.461097e-01 3.833790e-01 4.086373e-01
##  [3391] 4.267420e-01 4.612735e-01 4.837057e-01 5.019871e-01 5.389914e-01
##  [3396] 5.194736e-01 1.596750e-01 2.108982e-01 2.792546e-01 3.369248e-01
##  [3401] 3.916807e-01 4.369867e-01 4.683388e-01 4.593306e-01 4.946569e-01
##  [3406] 5.336042e-01 2.959463e-01 1.754835e-01 2.464894e-01 6.261591e-02
##  [3411] 8.292855e-02 1.381259e-01 1.374194e-01 6.261591e-02 4.954517e-02
##  [3416] 5.899497e-02 8.513645e-02 7.860108e-03 2.048927e-02 3.700433e-02
##  [3421] 5.669875e-02 9.741235e-02 1.258500e-01 1.156054e-01 1.428067e-01
##  [3426] 1.942948e-01 2.517001e-01 3.018635e-01 3.426654e-01 4.074892e-01
##  [3431] 4.092555e-01 4.040449e-01 4.620684e-01 4.538550e-01 4.593306e-01
##  [3436] 5.214166e-01 5.515323e-01 5.742294e-01 5.989579e-01 6.322529e-01
##  [3441] 6.621920e-01 6.810916e-01 6.393182e-01 6.054932e-01 5.152345e-01
##  [3446] 5.915393e-01 6.555683e-01 6.713768e-01 5.437605e-01 6.054932e-01
##  [3451] 6.629868e-01 5.938356e-01 5.853572e-01 4.718714e-01 1.367129e-01
##  [3456] 2.702464e-02 9.096529e-02 1.995937e-01 1.263799e-01 6.420560e-02
##  [3461] 1.190497e-01 1.352115e-01 2.349201e-01 2.598251e-01 3.679237e-01
##  [3466] 4.355736e-01 2.478142e-01 2.985075e-01 4.230328e-01 5.165592e-01
##  [3471] 5.753776e-01 6.238629e-01 6.519474e-01 3.496423e-01 2.090435e-01
##  [3476] 3.691601e-01 4.937737e-01 7.577497e-02 7.277223e-02 2.198181e-01
##  [3481] 1.874062e-01 2.502870e-01 3.107834e-01 4.057229e-01 2.108982e-01
##  [3486] 9.290824e-02 2.497571e-01 2.207895e-01 5.899497e-02 1.952663e-01
##  [3491] 3.135212e-01 4.136713e-01 4.988077e-01 5.505608e-01 5.768789e-01
##  [3496] 5.742294e-01 5.899497e-01 6.250110e-01 6.655480e-01 6.005476e-01
##  [3501] 6.331361e-01 6.863022e-01 7.181842e-01 7.441491e-01 7.515676e-01
##  [3506] 7.364656e-01 7.563367e-01 7.815067e-01 7.974918e-01 8.125055e-01
##  [3511] 8.277842e-01 8.125055e-01 8.125055e-01 8.402367e-01 8.675263e-01
##  [3516] 8.812152e-01 8.857193e-01 8.935794e-01 8.617857e-01 7.836262e-01
##  [3521] 7.149165e-01 6.900115e-01 7.045836e-01 6.296035e-01 6.683741e-01
##  [3526] 7.364656e-01 7.794754e-01 8.066767e-01 8.277842e-01 7.045836e-01
##  [3531] 7.181842e-01 7.898084e-01 7.974918e-01 8.097677e-01 8.518061e-01
##  [3536] 8.857193e-01 9.058553e-01 9.193677e-01 9.244900e-01 9.293473e-01
##  [3541] 9.244900e-01 7.651682e-01 7.542171e-01 8.125055e-01 8.402367e-01
##  [3546] 7.097059e-01 6.745562e-01 6.331361e-01 6.996379e-01 7.381436e-01
##  [3551] 7.694074e-01 7.925461e-01 7.974918e-01 4.493509e-01 3.174954e-01
##  [3556] 4.978363e-01 5.699903e-01 6.348141e-01 6.885101e-01 7.219818e-01
##  [3561] 7.441491e-01 7.494480e-01 5.753776e-01 6.322529e-01 6.885101e-01
##  [3566] 7.246313e-01 7.165945e-01 4.603904e-01 4.824693e-01 5.043716e-01
##  [3571] 5.467632e-01 4.512938e-01 5.069328e-01 5.579793e-01 5.938356e-01
##  [3576] 6.331361e-01 6.621920e-01 1.866113e-01 8.902234e-02 2.366864e-02
##  [3581] 6.632518e-02 1.544644e-01 2.426036e-01 3.358651e-01 4.000707e-01
##  [3586] 4.545615e-01 5.019871e-01 5.426124e-01 5.649563e-01 5.899497e-01
##  [3591] 6.129118e-01 6.103506e-01 4.997792e-01 5.679590e-01 5.853572e-01
##  [3596] 6.005476e-01 6.227148e-01 6.296035e-01 6.405546e-01 6.265124e-01
##  [3601] 2.855250e-01 2.204363e-01 2.507286e-01 3.174954e-01 3.881480e-01
##  [3606] 4.267420e-01 4.157026e-01 5.016338e-02 7.480350e-02 1.583503e-01
##  [3611] 2.517001e-01 2.934735e-01 3.461097e-01 4.086373e-01 4.384880e-01
##  [3616] 4.776119e-01 5.227413e-01 4.398128e-01 3.615650e-01 2.967411e-01
##  [3621] 3.263269e-01 3.691601e-01 4.057229e-01 4.455533e-01 4.718714e-01
##  [3626] 5.214166e-01 5.056081e-01 5.227413e-01 3.312726e-01 3.771085e-01
##  [3631] 4.369867e-01 4.369867e-01 4.633048e-01 4.871500e-01 5.270688e-01
##  [3636] 5.719332e-01 6.447938e-01 6.683741e-01 6.776473e-01 6.947805e-01
##  [3641] 7.045836e-01 7.149165e-01 7.219818e-01 7.271041e-01 7.345227e-01
##  [3646] 7.405281e-01 7.441491e-01 7.475934e-01 7.515676e-01 7.542171e-01
##  [3651] 7.542171e-01 3.736642e-01 8.213371e-03 1.730990e-02 9.741235e-02
##  [3656] 2.040979e-01 1.957079e-01 8.743266e-02 1.678001e-01 1.894374e-01
##  [3661] 2.517001e-01 3.107834e-01 3.235008e-01 3.650093e-01 3.736642e-01
##  [3666] 4.272719e-01 4.997792e-01 4.157026e-01 3.263269e-01 2.724543e-01
##  [3671] 2.520533e-01 2.672437e-01 8.513645e-02 4.671907e-02 8.628455e-02
##  [3676] 1.514616e-01 2.182284e-01 2.681268e-01 2.637993e-01 3.226177e-01
##  [3681] 2.945333e-01 1.284112e-01 2.322706e-02 7.939592e-02 1.258500e-01
##  [3686] 8.902234e-02 5.095823e-02 5.563896e-02 6.968118e-02 1.247019e-01
##  [3691] 1.691248e-01 2.191999e-01 1.520798e-01 4.150843e-03 3.400159e-02
##  [3696] 8.416497e-02 1.434249e-01 1.897907e-01 2.313874e-01 2.401307e-01
##  [3701] 2.760752e-01 3.263269e-01 3.461097e-01 4.000707e-01 4.493509e-01
##  [3706] 4.620684e-01 4.620684e-01 4.369867e-01 5.270688e-01 6.005476e-01
##  [3711] 4.871500e-01 3.551179e-01 3.881480e-01 3.971562e-01 4.086373e-01
##  [3716] 4.426389e-01 4.824693e-01 5.043716e-01 5.459684e-01 5.632783e-01
##  [3721] 5.336042e-01 4.937737e-01 5.256557e-01 5.302482e-01 5.459684e-01
##  [3726] 5.548883e-01 5.623951e-01 5.719332e-01 5.379316e-01 5.119668e-01
##  [3731] 5.379316e-01 4.557979e-01 4.726663e-01 4.355736e-01 4.314228e-01
##  [3736] 4.369867e-01 4.512938e-01 4.355736e-01 4.473196e-01 4.739910e-01
##  [3741] 4.905060e-01 5.086108e-01 4.837057e-01 3.386028e-01 1.448379e-01
##  [3746] 1.827254e-01 2.071006e-01 1.428067e-01 8.902234e-02 1.209927e-01
##  [3751] 1.843151e-01 2.418087e-01 2.644176e-01 1.058023e-01 1.516383e-01
##  [3756] 2.186700e-01 2.733375e-01 2.685684e-01 3.181136e-01 3.251788e-01
##  [3761] 2.887927e-01 3.333039e-01 3.551179e-01 3.369248e-01 3.272101e-01
##  [3766] 3.718096e-01 4.040449e-01 4.398128e-01 4.726663e-01 5.105537e-01
##  [3771] 5.379316e-01 5.515323e-01 5.569195e-01 5.853572e-01 6.075245e-01
##  [3776] 6.193588e-01 3.263269e-01 1.801643e-02 4.177338e-02 1.000618e-01
##  [3781] 1.862581e-01 2.644176e-01 2.544379e-01 2.647708e-01 3.485825e-01
##  [3786] 3.507904e-01 3.446083e-01 4.092555e-01 3.867350e-01 1.808708e-01
##  [3791] 2.612382e-01 3.485825e-01 4.045748e-01 4.355736e-01 4.705467e-01
##  [3796] 5.165592e-01 5.649563e-01 6.005476e-01 5.095823e-02 5.016338e-02
##  [3801] 1.164002e-01 1.312373e-01 9.635256e-02 1.572022e-01 2.484324e-01
##  [3806] 3.347169e-01 3.971562e-01 3.634196e-01 4.538550e-01 5.327210e-01
##  [3811] 5.459684e-01 5.491478e-01 2.661839e-01 2.252053e-01 3.517619e-01
##  [3816] 4.473196e-01 5.235362e-01 5.699903e-01 5.069328e-01 4.462598e-01
##  [3821] 5.729930e-01 6.296035e-01 6.534487e-01 6.733198e-01 6.885101e-01
##  [3826] 7.113839e-01 6.996379e-01 7.113839e-01 6.848008e-01 7.314316e-01
##  [3831] 7.747947e-01 7.948424e-01 8.097677e-01 8.246048e-01 2.773117e-02
##  [3836] 1.104831e-01 2.817275e-01 4.186170e-01 4.739910e-01 1.854632e-01
##  [3841] 3.590038e-01 4.705467e-01 5.346640e-01 4.739910e-01 2.690983e-01
##  [3846] 1.772498e-01 1.801643e-02 4.309812e-02 7.277223e-02 7.365539e-02
##  [3851] 1.667403e-01 2.750155e-01 3.795814e-01 4.473196e-01 4.443169e-01
##  [3856] 3.496423e-01 3.663340e-01 4.671907e-01 5.515323e-01 6.085843e-01
##  [3861] 6.572463e-01 6.885101e-01 7.165945e-01 7.364656e-01 6.996379e-01
##  [3866] 7.165945e-01 7.651682e-01 7.948424e-01 8.125055e-01 8.066767e-01
##  [3871] 7.563367e-01 7.747947e-01 8.206306e-01 8.471253e-01 8.675263e-01
##  [3876] 8.857193e-01 8.935794e-01 8.759163e-01 6.921311e-01 7.815067e-01
##  [3881] 8.471253e-01 8.893403e-01 9.106244e-01 8.935794e-01 8.246048e-01
##  [3886] 7.542171e-01 5.491478e-01 2.165504e-01 3.272101e-01 5.270688e-01
##  [3891] 6.215667e-01 6.776473e-01 7.113839e-01 7.405281e-01 6.921311e-01
##  [3896] 7.405281e-01 7.925461e-01 8.097677e-01 7.974918e-01 8.324649e-01
##  [3901] 8.518061e-01 8.617857e-01 7.149165e-01 6.733198e-01 4.848538e-01
##  [3906] 2.003003e-01 4.503224e-01 5.719332e-01 1.765433e-01 3.050428e-01
##  [3911] 2.131061e-01 2.774883e-01 2.464894e-01 3.786982e-01 2.681268e-01
##  [3916] 1.159587e-01 2.191999e-01 7.692308e-02 8.743266e-02 1.603815e-01
##  [3921] 2.602667e-01 3.517619e-01 4.221496e-01 5.086108e-01 5.623951e-01
##  [3926] 5.888899e-01 5.989579e-01 6.447938e-01 6.776473e-01 5.336042e-01
##  [3931] 3.039830e-01 4.739910e-01 5.515323e-01 5.863287e-01 6.145898e-01
##  [3936] 6.393182e-01 1.097766e-01 1.090700e-01 1.663870e-01 2.349201e-01
##  [3941] 3.117548e-01 3.930054e-01 4.503224e-01 3.474344e-01 2.292679e-01
##  [3946] 3.293297e-01 3.909741e-01 4.013071e-01 7.074097e-02 8.089729e-02
##  [3951] 1.443080e-01 2.214078e-01 3.037181e-01 3.736642e-01 4.355736e-01
##  [3956] 4.905060e-01 5.291884e-01 5.569195e-01 5.824428e-01 6.075245e-01
##  [3961] 6.250110e-01 6.348141e-01 5.753776e-01 6.075245e-01 6.447938e-01
##  [3966] 6.621920e-01 3.930054e-01 3.027466e-01 3.971562e-01 4.593306e-01
##  [3971] 5.105537e-01 5.467632e-01 5.623951e-01 4.962466e-01 5.056081e-01
##  [3976] 5.426124e-01 5.579793e-01 5.797933e-01 5.915393e-01 3.771085e-01
##  [3981] 3.347169e-01 4.013071e-01 4.569460e-01 5.019871e-01 5.291884e-01
##  [3986] 5.522388e-01 5.863287e-01 6.129118e-01 6.238629e-01 3.855869e-01
##  [3991] 9.432129e-02 1.643557e-01 2.488740e-01 3.162589e-01 3.817010e-01
##  [3996] 4.314228e-01 4.739910e-01 5.113486e-01 5.437605e-01 5.560364e-01
##  [4001] 5.797933e-01 1.210810e-01 3.656275e-02 1.121611e-01 2.826106e-03
##  [4006] 1.942948e-03 4.097854e-02 7.577497e-02 1.099532e-01 2.534664e-02
##  [4011] 1.969443e-02 5.978981e-02 1.274397e-01 2.047161e-01 2.296211e-01
##  [4016] 1.229356e-01 1.651506e-02 2.472843e-03 3.903559e-02 9.838382e-02
##  [4021] 1.623245e-01 2.360682e-01 3.037181e-01 2.765168e-01 1.977391e-01
##  [4026] 2.349201e-01 2.440166e-01 1.917336e-01 1.462510e-01 4.795549e-02
##  [4031] 4.954517e-02 1.108364e-01 1.630310e-01 3.585622e-02 2.146074e-02
##  [4036] 6.632518e-02 1.295593e-01 1.803409e-01 2.335953e-01 2.750155e-01
##  [4041] 3.461097e-01 4.221496e-01 4.767288e-01 5.019871e-01 4.538550e-01
##  [4046] 4.111101e-01 3.280049e-01 1.301775e-01 3.382496e-02 9.979687e-02
##  [4051] 1.704495e-01 2.292679e-01 2.712179e-01 2.825223e-01 1.906738e-01
##  [4056] 2.817275e-02 5.166475e-02 1.113662e-01 1.746887e-01 2.401307e-01
##  [4061] 3.196149e-01 3.507904e-01 7.480350e-02 7.577497e-02 1.709794e-01
##  [4066] 3.736642e-01 3.207630e-01 1.124260e-01 1.289411e-02 3.700433e-02
##  [4071] 9.432129e-02 1.671818e-01 2.325355e-01 2.910889e-01 3.409874e-01
##  [4076] 3.930054e-01 4.302747e-01 4.493509e-01 3.396626e-01 3.079573e-01
##  [4081] 3.868233e-02 8.089729e-02 8.416497e-02 3.506138e-02 9.008213e-02
##  [4086] 1.564956e-01 2.121346e-01 2.743089e-01 3.312726e-01 3.575024e-01
##  [4091] 3.747240e-01 4.122582e-01 4.482911e-01 3.426654e-01 4.177338e-02
##  [4096] 1.863464e-02 4.716065e-02 9.838382e-02 8.089729e-02 2.905590e-02
##  [4101] 6.164444e-02 1.159587e-01 1.838735e-01 2.198181e-01 2.743089e-01
##  [4106] 3.378963e-01 3.596220e-01 4.045748e-01 4.136713e-01 4.426389e-01
##  [4111] 4.859136e-01 5.056081e-01 4.859136e-01 4.473196e-01 4.848538e-01
##  [4116] 5.034002e-01 4.776119e-01 3.263269e-01 3.893844e-01 4.318643e-01
##  [4121] 7.277223e-02 3.532633e-03 2.269717e-02 4.848538e-02 1.035945e-01
##  [4126] 1.727457e-01 2.382761e-01 2.902058e-01 3.303895e-01 1.181666e-01
##  [4131] 1.249669e-01 1.754835e-01 1.894374e-01 2.349201e-01 2.887927e-01
##  [4136] 3.378963e-01 3.524684e-01 3.841738e-01 4.262121e-01 4.671907e-01
##  [4141] 5.092290e-01 5.437605e-01 5.632783e-01 5.214166e-01 3.433719e-01
##  [4146] 4.538550e-01 3.833790e-01 3.596220e-01 4.199417e-01 4.767288e-01
##  [4151] 5.227413e-01 5.291884e-01 5.449969e-01 6.045218e-01 6.393182e-01
##  [4156] 6.405546e-01 6.733198e-01 6.947805e-01 7.181842e-01 7.381436e-01
##  [4161] 7.515676e-01 7.651682e-01 7.766493e-01 7.836262e-01 7.974918e-01
##  [4166] 8.097677e-01 8.206306e-01 8.360858e-01 6.193588e-01 6.486797e-01
##  [4171] 7.314316e-01 7.675528e-01 7.246313e-01 7.604875e-01 8.066767e-01
##  [4176] 8.360858e-01 8.567517e-01 8.759163e-01 8.935794e-01 9.058553e-01
##  [4181] 8.935794e-01 8.097677e-01 8.759163e-01 9.151285e-01 9.345580e-01
##  [4186] 9.390621e-01 9.390621e-01 9.489535e-01 9.595514e-01 9.642321e-01
##  [4191] 9.705025e-01 7.063499e-01 7.794754e-01 8.812152e-01 9.293473e-01
##  [4196] 9.545174e-01 9.642321e-01 9.753599e-01 9.788042e-01 9.811004e-01
##  [4201] 9.293473e-01 8.433277e-01 9.058553e-01 8.617857e-01 8.857193e-01
##  [4206] 9.390621e-01 9.545174e-01 9.489535e-01 9.489535e-01 9.545174e-01
##  [4211] 9.705025e-01 9.390621e-01 9.293473e-01 9.489535e-01 9.705025e-01
##  [4216] 9.753599e-01 9.788042e-01 9.827784e-01 9.293473e-01 8.617857e-01
##  [4221] 9.058553e-01 9.489535e-01 9.390621e-01 9.244900e-01 9.437428e-01
##  [4226] 9.595514e-01 9.753599e-01 9.804822e-01 9.753599e-01 9.058553e-01
##  [4231] 9.390621e-01 9.595514e-01 9.753599e-01 9.788042e-01 9.811004e-01
##  [4236] 9.753599e-01 9.788042e-01 9.827784e-01 9.753599e-01 9.293473e-01
##  [4241] 9.753599e-01 9.795107e-01 9.804822e-01 9.705025e-01 9.545174e-01
##  [4246] 9.193677e-01 9.437428e-01 9.595514e-01 9.642321e-01 9.595514e-01
##  [4251] 8.617857e-01 9.058553e-01 9.437428e-01 9.595514e-01 9.705025e-01
##  [4256] 9.753599e-01 9.815420e-01 9.840148e-01 9.861344e-01 9.872825e-01
##  [4261] 9.595514e-01 8.617857e-01 9.437428e-01 9.595514e-01 9.642321e-01
##  [4266] 9.595514e-01 9.489535e-01 9.058553e-01 9.390621e-01 9.545174e-01
##  [4271] 9.642321e-01 9.705025e-01 9.753599e-01 9.642321e-01 9.106244e-01
##  [4276] 9.193677e-01 9.545174e-01 9.788042e-01 9.908152e-01 9.788042e-01
##  [4281] 9.545174e-01 9.642321e-01 9.753599e-01 9.827784e-01 9.705025e-01
##  [4286] 9.437428e-01 9.595514e-01 9.642321e-01 9.705025e-01 9.753599e-01
##  [4291] 9.788042e-01 9.827784e-01 9.852513e-01 9.870176e-01 9.876358e-01
##  [4296] 9.886956e-01 9.837499e-01 9.545174e-01 9.705025e-01 9.788042e-01
##  [4301] 9.852513e-01 9.870176e-01 9.886956e-01 9.705025e-01 9.390621e-01
##  [4306] 8.857193e-01 8.433277e-01 8.720304e-01 9.345580e-01 9.705025e-01
##  [4311] 9.817186e-01 9.842798e-01 9.861344e-01 9.871942e-01 9.879890e-01
##  [4316] 9.895787e-01 9.908152e-01 9.919633e-01 9.930231e-01 9.945244e-01
##  [4321] 9.954959e-01 9.959375e-01 9.965557e-01 9.968206e-01 9.970856e-01
##  [4326] 9.973505e-01 9.976155e-01 9.977921e-01 9.980571e-01 9.901969e-01
##  [4331] 9.788042e-01 9.595514e-01 9.293473e-01 8.972887e-01 8.759163e-01
##  [4336] 9.244900e-01 9.489535e-01 9.595514e-01 9.293473e-01 9.293473e-01
##  [4341] 9.390621e-01 9.193677e-01 9.058553e-01 7.365539e-02 7.692308e-02
##  [4346] 3.293297e-01 5.086108e-01 6.103506e-01 6.810916e-01 6.848008e-01
##  [4351] 6.863022e-01 7.165945e-01 7.097059e-01 4.661309e-01 1.439548e-02
##  [4356] 7.577497e-02 2.080721e-01 3.135212e-01 3.867350e-01 4.339839e-01
##  [4361] 4.057229e-01 1.092467e-01 2.131061e-01 3.135212e-01 2.967411e-01
##  [4366] 1.613530e-01 2.047161e-01 2.934735e-01 3.691601e-01 4.243575e-01
##  [4371] 5.367835e-01 6.005476e-01 5.888899e-01 5.548883e-01 3.606818e-01
##  [4376] 1.588802e-01 2.608849e-01 3.468162e-01 4.126115e-01 4.612735e-01
##  [4381] 3.141394e-01 2.131061e-01 2.712179e-01 3.347169e-01 3.881480e-01
##  [4386] 4.136713e-01 4.355736e-01 4.726663e-01 5.092290e-01 5.449969e-01
##  [4391] 5.679590e-01 5.069328e-01 4.122582e-01 4.239159e-01 4.620684e-01
##  [4396] 4.661309e-01 2.176102e-01 1.723925e-01 2.644176e-01 3.930054e-01
##  [4401] 4.767288e-01 5.604522e-01 5.971916e-01 5.604522e-01 5.243310e-01
##  [4406] 1.193147e-01 3.444317e-02 1.109247e-01 1.890842e-01 2.792546e-01
##  [4411] 3.237658e-01 3.718096e-01 4.086373e-01 4.538550e-01 4.824693e-01
##  [4416] 5.227413e-01 4.894463e-01 4.612735e-01 3.496423e-01 3.855869e-01
##  [4421] 3.943301e-01 4.230328e-01 5.086108e-01 5.971916e-01 6.296035e-01
##  [4426] 6.447938e-01 5.679590e-01 2.705113e-01 1.400689e-01 2.967411e-02
##  [4431] 6.261591e-02 7.577497e-02 6.164444e-02 7.692308e-02 1.360947e-01
##  [4436] 1.880244e-01 2.252053e-01 1.880244e-01 1.394507e-01 6.164444e-02
##  [4441] 9.635256e-02 1.575554e-01 1.142807e-01 1.678001e-01 2.165504e-01
##  [4446] 2.774883e-01 3.312726e-01 3.855869e-01 4.239159e-01 4.186170e-01
##  [4451] 3.747240e-01 3.524684e-01 2.866731e-01 3.585622e-02 8.089729e-02
##  [4456] 1.387441e-01 1.983573e-01 2.433101e-01 3.027466e-01 3.244723e-01
##  [4461] 2.034796e-01 4.327475e-03 2.773117e-02 7.851276e-02 1.136625e-01
##  [4466] 1.011216e-01 1.564956e-01 1.630310e-01 1.405988e-01 9.635256e-02
##  [4471] 1.167535e-01 1.723925e-01 1.952663e-01 9.184845e-02 1.190497e-01
##  [4476] 1.533163e-01 2.020666e-01 2.369513e-01 2.844652e-01 3.378963e-01
##  [4481] 3.718096e-01 4.013071e-01 4.262121e-01 4.426389e-01 3.280049e-01
##  [4486] 3.507904e-01 3.943301e-01 4.174689e-01 4.443169e-01 4.705467e-01
##  [4491] 4.726663e-01 4.000707e-01 3.718096e-01 3.934470e-01 3.426654e-01
##  [4496] 1.603815e-01 2.282964e-01 2.807560e-01 3.092820e-01 2.538197e-01
##  [4501] 2.086903e-01 2.448998e-01 3.027466e-01 3.446083e-01 3.881480e-01
##  [4506] 4.302747e-01 2.278548e-01 2.920604e-01 3.293297e-01 3.718096e-01
##  [4511] 4.327475e-01 4.633048e-01 3.157290e-01 2.204363e-01 2.526716e-01
##  [4516] 3.008920e-01 3.496423e-01 3.989225e-01 4.692219e-01 4.997792e-01
##  [4521] 5.548883e-01 5.639848e-01 5.784686e-01 6.331361e-01 6.655480e-01
##  [4526] 6.921311e-01 7.113839e-01 7.201272e-01 6.810916e-01 7.080279e-01
##  [4531] 7.271041e-01 7.461803e-01 7.515676e-01 6.996379e-01 4.798198e-01
##  [4536] 4.978363e-01 5.367835e-01 5.927758e-01 6.310165e-01 4.569460e-01
##  [4541] 4.633048e-01 5.426124e-01 5.784686e-01 5.379316e-01 6.075245e-01
##  [4546] 6.641349e-01 7.063499e-01 7.381436e-01 7.494480e-01 7.563367e-01
##  [4551] 7.675528e-01 8.030557e-01 8.277842e-01 8.277842e-01 8.277842e-01
##  [4556] 8.206306e-01 8.360858e-01 8.567517e-01 8.518061e-01 7.622538e-01
##  [4561] 7.405281e-01 7.364656e-01 7.651682e-01 8.206306e-01 8.567517e-01
##  [4566] 8.433277e-01 8.030557e-01 8.158615e-01 8.360858e-01 7.898084e-01
##  [4571] 6.017840e-01 6.606906e-01 7.441491e-01 7.604875e-01 6.863022e-01
##  [4576] 4.718714e-01 6.265124e-01 6.348141e-01 6.655480e-01 6.572463e-01
##  [4581] 6.486797e-01 7.080279e-01 7.422944e-01 7.515676e-01 7.604875e-01
##  [4586] 7.718802e-01 7.622538e-01 7.865407e-01 5.915393e-01 4.871500e-01
##  [4591] 5.623951e-01 1.377727e-02 6.420560e-02 2.108982e-01 3.378963e-01
##  [4596] 4.398128e-01 4.692219e-01 5.623951e-01 6.193588e-01 5.679590e-01
##  [4601] 5.824428e-01 6.641349e-01 7.149165e-01 7.271041e-01 5.679590e-01
##  [4606] 6.238629e-01 1.746887e-01 1.421002e-01 3.378963e-01 4.493509e-01
##  [4611] 4.671907e-01 5.367835e-01 5.888899e-01 6.519474e-01 6.947805e-01
##  [4616] 7.233065e-01 7.441491e-01 7.651682e-01 7.898084e-01 8.030557e-01
##  [4621] 8.206306e-01 8.360858e-01 8.471253e-01 4.426389e-01 2.331538e-01
##  [4626] 4.633048e-01 5.888899e-01 6.655480e-01 7.063499e-01 5.797933e-01
##  [4631] 5.719332e-01 6.655480e-01 7.063499e-01 7.364656e-01 7.246313e-01
##  [4636] 6.348141e-01 4.915658e-01 2.902058e-01 5.034002e-01 5.989579e-01
##  [4641] 6.555683e-01 6.947805e-01 7.271041e-01 7.542171e-01 7.747947e-01
##  [4646] 7.422944e-01 7.651682e-01 7.563367e-01 6.655480e-01 6.029321e-01
##  [4651] 6.800318e-01 7.345227e-01 7.461803e-01 6.683741e-01 6.029321e-01
##  [4656] 6.745562e-01 7.201272e-01 7.422944e-01 7.580147e-01 7.747947e-01
##  [4661] 7.925461e-01 8.066767e-01 8.277842e-01 8.471253e-01 8.567517e-01
##  [4666] 8.246048e-01 7.675528e-01 7.815067e-01 7.836262e-01 8.001413e-01
##  [4671] 8.324649e-01 8.567517e-01 8.720304e-01 8.720304e-01 8.720304e-01
##  [4676] 8.617857e-01 8.617857e-01 8.675263e-01 8.720304e-01 8.812152e-01
##  [4681] 8.812152e-01 8.518061e-01 8.433277e-01 8.567517e-01 8.720304e-01
##  [4686] 8.759163e-01 8.812152e-01 8.759163e-01 8.720304e-01 8.567517e-01
##  [4691] 5.105537e-01 5.753776e-01 6.296035e-01 5.579793e-01 5.753776e-01
##  [4696] 6.075245e-01 6.405546e-01 6.629868e-01 6.331361e-01 3.386028e-01
##  [4701] 1.064206e-01 2.235273e-01 3.293297e-01 4.230328e-01 4.810563e-01
##  [4706] 5.165592e-01 5.459684e-01 5.699903e-01 5.579793e-01 3.426654e-01
##  [4711] 2.544379e-01 3.037181e-01 3.107834e-01 3.517619e-01 4.057229e-01
##  [4716] 4.557979e-01 4.962466e-01 5.214166e-01 5.389914e-01 5.604522e-01
##  [4721] 5.649563e-01 6.017840e-01 4.040449e-01 4.455533e-01 4.810563e-01
##  [4726] 5.243310e-01 5.569195e-01 5.699903e-01 5.302482e-01 5.069328e-01
##  [4731] 5.152345e-01 5.214166e-01 4.798198e-01 2.582354e-01 1.457211e-02
##  [4736] 1.651506e-02 5.563896e-02 2.490506e-02 3.506138e-02 8.213371e-02
##  [4741] 8.743266e-02 9.008213e-02 1.451029e-01 2.003003e-01 3.018635e-01
##  [4746] 2.774883e-01 3.157290e-01 1.483706e-01 7.365539e-02 6.261591e-02
##  [4751] 1.233772e-01 1.782213e-01 2.028614e-01 1.596750e-01 1.758368e-01
##  [4756] 2.156672e-01 2.574406e-01 3.157290e-01 3.786982e-01 4.057229e-01
##  [4761] 3.833790e-01 2.743089e-01 1.947364e-01 2.418087e-01 2.817275e-01
##  [4766] 3.067208e-01 3.718096e-01 4.482911e-01 5.152345e-01 4.262121e-01
##  [4771] 2.267950e-01 1.906738e-01 1.514616e-01 8.628455e-02 1.456328e-01
##  [4776] 2.567341e-01 3.280049e-01 4.013071e-01 4.648945e-01 5.152345e-01
##  [4781] 5.679590e-01 5.971916e-01 6.215667e-01 6.447938e-01 6.606906e-01
##  [4786] 6.683741e-01 6.848008e-01 7.016692e-01 7.149165e-01 7.271041e-01
##  [4791] 7.422944e-01 7.542171e-01 7.651682e-01 7.747947e-01 7.865407e-01
##  [4796] 6.129118e-01 1.579970e-01 2.559392e-01 3.621832e-01 3.293297e-01
##  [4801] 2.733375e-01 4.433454e-02 9.096529e-02 1.667403e-01 2.698048e-01
##  [4806] 3.551179e-01 4.221496e-01 4.767288e-01 5.152345e-01 5.478230e-01
##  [4811] 5.679590e-01 2.296211e-02 3.011569e-02 8.213371e-02 1.377727e-01
##  [4816] 8.628455e-02 5.669875e-02 9.741235e-02 9.741235e-02 1.480173e-01
##  [4821] 2.335953e-01 3.037181e-01 3.551179e-01 2.902058e-01 8.513645e-02
##  [4826] 6.323413e-02 1.195796e-01 1.608231e-01 5.148812e-02 3.868233e-02
##  [4831] 7.065265e-03 2.737790e-03 9.714740e-03 1.554358e-02 3.303012e-02
##  [4836] 6.517707e-02 1.066855e-01 1.541994e-01 2.016250e-01 1.382143e-01
##  [4841] 1.367129e-01 1.691248e-01 2.080721e-01 2.448998e-01 2.887927e-01
##  [4846] 3.446083e-01 3.934470e-01 4.302747e-01 2.517001e-01 1.816656e-01
##  [4851] 2.165504e-01 2.652124e-01 3.127263e-01 3.537932e-01 1.224057e-01
##  [4856] 8.902234e-02 1.263799e-01 1.827254e-01 2.278548e-01 1.181666e-01
##  [4861] 1.126027e-01 1.421002e-01 1.914687e-01 2.325355e-01 1.019165e-01
##  [4866] 6.968118e-02 1.241720e-01 1.866113e-01 2.390709e-01 3.008920e-01
##  [4871] 3.667756e-01 4.267420e-01 4.705467e-01 4.937737e-01 5.194736e-01
##  [4876] 5.604522e-01 5.971916e-01 6.250110e-01 6.519474e-01 6.713768e-01
##  [4881] 6.418794e-01 5.352822e-01 6.348141e-01 6.776473e-01 6.947805e-01
##  [4886] 6.733198e-01 6.800318e-01 4.962466e-01 5.719332e-01 6.322529e-01
##  [4891] 6.621920e-01 6.885101e-01 7.045836e-01 7.246313e-01 7.515676e-01
##  [4896] 7.694074e-01 7.865407e-01 7.948424e-01 8.097677e-01 7.604875e-01
##  [4901] 6.713768e-01 7.475934e-01 7.604875e-01 7.747947e-01 6.900115e-01
##  [4906] 6.956637e-01 7.651682e-01 1.456328e-01 3.312726e-01 5.043716e-01
##  [4911] 2.959463e-01 4.692219e-01 5.742294e-01 6.458536e-01 6.921311e-01
##  [4916] 7.295770e-01 7.622538e-01 7.898084e-01 8.097677e-01 8.246048e-01
##  [4921] 8.066767e-01 7.097059e-01 7.563367e-01 8.206306e-01 8.675263e-01
##  [4926] 8.935794e-01 8.935794e-01 8.935794e-01 8.972887e-01 8.518061e-01
##  [4931] 8.675263e-01 6.331361e-01 6.029321e-01 7.405281e-01 7.542171e-01
##  [4936] 6.054932e-01 7.542171e-01 8.206306e-01 8.720304e-01 9.009097e-01
##  [4941] 9.106244e-01 9.345580e-01 9.437428e-01 9.437428e-01 9.345580e-01
##  [4946] 9.545174e-01 9.642321e-01 9.705025e-01 9.753599e-01 9.705025e-01
##  [4951] 9.595514e-01 9.642321e-01 9.753599e-01 9.788042e-01 9.827784e-01
##  [4956] 9.852513e-01 9.886956e-01 9.908152e-01 6.572463e-01 7.271041e-01
##  [4961] 8.471253e-01 9.009097e-01 8.567517e-01 7.461803e-01 8.125055e-01
##  [4966] 8.935794e-01 9.193677e-01 9.193677e-01 9.345580e-01 9.437428e-01
##  [4971] 9.545174e-01 9.489535e-01 9.489535e-01 9.151285e-01 9.244900e-01
##  [4976] 9.545174e-01 9.705025e-01 9.595514e-01 9.705025e-01 9.753599e-01
##  [4981] 9.753599e-01 9.753599e-01 9.705025e-01 9.642321e-01 9.753599e-01
##  [4986] 9.753599e-01 9.788042e-01 9.753599e-01 9.788042e-01 9.827784e-01
##  [4991] 9.852513e-01 9.886956e-01 9.930231e-01 9.886956e-01 7.675528e-01
##  [4996] 3.643911e-01 6.085843e-01 7.604875e-01 8.360858e-01 8.893403e-01
##  [5001] 9.151285e-01 9.151285e-01 9.151285e-01 9.293473e-01 9.489535e-01
##  [5006] 9.595514e-01 9.642321e-01 9.345580e-01 8.935794e-01 8.720304e-01
##  [5011] 8.812152e-01 9.151285e-01 9.390621e-01 8.759163e-01 8.125055e-01
##  [5016] 8.324649e-01 7.651682e-01 2.214078e-01 8.213371e-02 1.286761e-01
##  [5021] 3.162589e-01 4.538550e-01 5.449969e-01 6.054932e-01 5.336042e-01
##  [5026] 5.784686e-01 6.458536e-01 6.956637e-01 7.271041e-01 7.494480e-01
##  [5031] 7.604875e-01 7.405281e-01 7.515676e-01 7.233065e-01 6.606906e-01
##  [5036] 7.097059e-01 7.246313e-01 7.422944e-01 7.113839e-01 5.729930e-01
##  [5041] 6.075245e-01 2.672437e-01 1.859931e-01 2.007419e-01 3.098119e-01
##  [5046] 4.122582e-01 4.871500e-01 5.459684e-01 5.824428e-01 6.075245e-01
##  [5051] 6.405546e-01 6.085843e-01 3.524684e-01 2.825223e-01 3.496423e-01
##  [5056] 3.312726e-01 1.933233e-01 1.400689e-01 9.096529e-02 1.613530e-01
##  [5061] 2.440166e-01 3.237658e-01 3.948600e-01 4.503224e-01 4.937737e-01
##  [5066] 4.482911e-01 2.360682e-01 2.392475e-01 2.779299e-01 1.965027e-01
##  [5071] 4.627749e-02 1.131326e-01 1.646207e-01 2.406606e-01 3.107834e-01
##  [5076] 3.771085e-01 4.230328e-01 4.718714e-01 5.194736e-01 2.866731e-01
##  [5081] 3.091054e-02 9.635256e-02 1.798110e-01 2.550561e-01 3.157290e-01
##  [5086] 3.347169e-01 2.825223e-01 1.059790e-02 3.700433e-02 9.432129e-02
##  [5091] 1.608231e-01 2.204363e-01 9.008213e-02 5.351939e-02 1.165769e-01
##  [5096] 1.854632e-01 2.257352e-01 2.433101e-01 2.360682e-01 2.807560e-01
##  [5101] 3.092820e-01 2.887927e-01 3.216462e-01 3.092820e-01 3.485825e-01
##  [5106] 3.841738e-01 4.221496e-01 4.285967e-01 5.152345e-01 5.426124e-01
##  [5111] 5.679590e-01 5.888899e-01 6.045218e-01 6.129118e-01 6.296035e-01
##  [5116] 6.296035e-01 6.215667e-01 5.971916e-01 5.548883e-01 4.767288e-01
##  [5121] 5.016338e-02 1.368895e-02 6.632518e-02 1.480173e-01 1.854632e-01
##  [5126] 1.476640e-01 1.224057e-01 1.499603e-01 2.392475e-01 4.221496e-01
##  [5131] 5.019871e-01 5.679590e-01 5.971916e-01 6.296035e-01 6.447938e-01
##  [5136] 6.447938e-01 5.426124e-01 3.736642e-01 2.176102e-01 1.395390e-02
##  [5141] 4.433454e-02 7.241897e-03 7.948424e-03 4.583591e-02 9.926698e-02
##  [5146] 1.568489e-01 2.902058e-01 3.736642e-01 4.302747e-01 4.767288e-01
##  [5151] 5.019871e-01 4.648945e-01 2.712179e-01 3.356001e-03 2.967411e-02
##  [5156] 8.213371e-02 1.397156e-01 1.776914e-01 2.214078e-01 2.620330e-01
##  [5161] 2.598251e-01 2.733375e-01 2.612382e-01 1.678001e-01 6.517707e-02
##  [5166] 9.008213e-03 1.307074e-02 9.714740e-03 9.538108e-03 3.338338e-02
##  [5171] 7.277223e-02 1.318555e-01 1.942948e-01 2.176102e-01 2.582354e-01
##  [5176] 2.876446e-01 2.825223e-01 2.879979e-01 3.092820e-01 8.902234e-02
##  [5181] 4.857370e-03 2.375695e-02 3.885896e-03 2.631811e-02 6.517707e-02
##  [5186] 8.628455e-02 4.671907e-02 3.144043e-02 2.905590e-02 7.480350e-02
##  [5191] 8.902234e-02 4.477612e-02 9.008213e-02 3.771085e-02 8.125055e-03
##  [5196] 2.366864e-02 1.669169e-02 2.905590e-02 8.089729e-02 4.221496e-02
##  [5201] 1.828137e-02 3.038064e-02 5.148812e-02 9.432129e-02 1.387441e-01
##  [5206] 1.942948e-01 2.289146e-01 2.484324e-01 2.945333e-01 3.207630e-01
##  [5211] 6.632518e-02 1.124260e-01 1.709794e-01 1.245253e-02 9.538108e-03
##  [5216] 3.523801e-02 3.444317e-02 4.583591e-02 8.416497e-02 4.018370e-02
##  [5221] 5.978981e-02 1.117195e-01 1.698313e-01 2.313874e-01 2.967411e-01
##  [5226] 3.615650e-01 4.199417e-01 4.648945e-01 4.988077e-01 5.302482e-01
##  [5231] 5.459684e-01 5.729930e-01 6.017840e-01 5.449969e-01 1.443080e-01
##  [5236] 2.502870e-01 3.426654e-01 3.251788e-01 3.162589e-01 2.182284e-01
##  [5241] 6.420560e-02 3.709264e-03 3.815243e-02 9.741235e-02 1.746887e-01
##  [5246] 1.874062e-01 2.369513e-01 3.079573e-01 3.446083e-01 2.497571e-01
##  [5251] 3.323324e-01 3.893844e-01 4.285967e-01 4.744326e-01 5.194736e-01
##  [5256] 5.591274e-01 5.915393e-01 6.296035e-01 6.379935e-01 4.593306e-01
##  [5261] 3.841738e-01 5.491478e-01 6.045218e-01 6.470017e-01 6.776473e-01
##  [5266] 7.016692e-01 7.295770e-01 7.515676e-01 7.651682e-01 7.794754e-01
##  [5271] 7.948424e-01 8.001413e-01 8.001413e-01 8.125055e-01 8.402367e-01
##  [5276] 8.675263e-01 8.720304e-01 8.812152e-01 9.009097e-01 9.151285e-01
##  [5281] 9.244900e-01 9.244900e-01 8.246048e-01 7.718802e-01 8.324649e-01
##  [5286] 7.815067e-01 6.161795e-01 7.461803e-01 8.066767e-01 8.324649e-01
##  [5291] 8.617857e-01 8.030557e-01 6.085843e-01 5.313963e-01 5.742294e-01
##  [5296] 7.113839e-01 7.836262e-01 8.277842e-01 8.246048e-01 8.360858e-01
##  [5301] 8.857193e-01 9.106244e-01 7.898084e-01 7.948424e-01 7.149165e-01
##  [5306] 7.865407e-01 8.518061e-01 8.893403e-01 7.314316e-01 6.215667e-01
##  [5311] 5.327210e-01 6.776473e-01 7.580147e-01 8.030557e-01 8.433277e-01
##  [5316] 8.324649e-01 8.402367e-01 8.097677e-01 8.246048e-01 8.675263e-01
##  [5321] 8.617857e-01 8.675263e-01 8.066767e-01 8.097677e-01 8.125055e-01
##  [5326] 8.675263e-01 9.058553e-01 8.857193e-01 7.974918e-01 7.974918e-01
##  [5331] 2.574406e-01 2.951515e-01 5.426124e-01 6.519474e-01 7.149165e-01
##  [5336] 7.563367e-01 7.898084e-01 8.097677e-01 8.324649e-01 7.651682e-01
##  [5341] 6.017840e-01 7.113839e-01 1.462510e-01 2.119580e-02 1.124260e-01
##  [5346] 2.637993e-01 2.538197e-01 1.183432e-02 5.245960e-02 1.750420e-01
##  [5351] 2.920604e-01 3.667756e-01 4.404310e-01 5.235362e-01 5.426124e-01
##  [5356] 5.639848e-01 6.145898e-01 4.557979e-01 5.449969e-01 6.215667e-01
##  [5361] 6.486797e-01 6.848008e-01 7.165945e-01 7.364656e-01 7.604875e-01
##  [5366] 7.794754e-01 7.794754e-01 7.694074e-01 8.030557e-01 8.324649e-01
##  [5371] 8.471253e-01 8.617857e-01 8.567517e-01 8.518061e-01 7.441491e-01
##  [5376] 7.675528e-01 8.206306e-01 8.433277e-01 8.675263e-01 8.857193e-01
##  [5381] 8.935794e-01 8.893403e-01 7.675528e-01 7.718802e-01 8.066767e-01
##  [5386] 8.158615e-01 8.720304e-01 8.518061e-01 4.946569e-01 6.405546e-01
##  [5391] 7.422944e-01 7.865407e-01 8.158615e-01 8.402367e-01 8.567517e-01
##  [5396] 8.720304e-01 8.720304e-01 8.857193e-01 8.893403e-01 9.009097e-01
##  [5401] 9.058553e-01 9.106244e-01 9.151285e-01 9.193677e-01 9.193677e-01
##  [5406] 9.193677e-01 8.567517e-01 8.246048e-01 8.402367e-01 8.675263e-01
##  [5411] 8.857193e-01 8.972887e-01 9.058553e-01 9.106244e-01 9.151285e-01
##  [5416] 9.193677e-01 9.193677e-01 9.193677e-01 8.360858e-01 6.129118e-01
##  [5421] 6.629868e-01 7.381436e-01 7.694074e-01 7.865407e-01 8.066767e-01
##  [5426] 8.246048e-01 8.277842e-01 6.947805e-01 6.418794e-01 7.045836e-01
##  [5431] 7.314316e-01 7.461803e-01 7.563367e-01 5.579793e-01 3.060143e-01
##  [5436] 4.512938e-01 5.426124e-01 6.005476e-01 5.768789e-01 5.313963e-01
##  [5441] 5.888899e-01 6.215667e-01 6.418794e-01 6.606906e-01 6.745562e-01
##  [5446] 2.774883e-01 2.562925e-01 3.736642e-01 4.603904e-01 5.214166e-01
##  [5451] 5.560364e-01 5.784686e-01 5.351939e-02 5.351939e-02 1.346816e-01
##  [5456] 1.970326e-01 1.843151e-01 2.631811e-02 1.271748e-02 4.954517e-02
##  [5461] 1.141040e-01 1.914687e-01 2.497571e-01 3.107834e-01 2.844652e-01
##  [5466] 2.743089e-01 2.401307e-01 2.598251e-01 2.985075e-01 3.409874e-01
##  [5471] 3.718096e-01 4.023669e-01 4.254173e-01 4.776119e-01 5.181489e-01
##  [5476] 5.379316e-01 5.515323e-01 5.888899e-01 6.161795e-01 5.437605e-01
##  [5481] 4.174689e-01 4.739910e-01 5.426124e-01 6.215667e-01 5.367835e-01
##  [5486] 1.776914e-01 1.937649e-01 2.526716e-01 3.107834e-01 3.446083e-01
##  [5491] 1.952663e-01 9.096529e-02 1.369778e-01 1.617063e-01 1.603815e-01
##  [5496] 2.040979e-01 2.473726e-01 2.855250e-01 9.635256e-02 9.184845e-02
##  [5501] 1.474874e-01 2.016250e-01 2.456063e-01 2.985075e-01 3.507904e-01
##  [5506] 4.221496e-01 4.593306e-01 4.824693e-01 5.086108e-01 5.346640e-01
##  [5511] 4.905060e-01 5.019871e-01 5.426124e-01 5.270688e-01 6.005476e-01
##  [5516] 6.296035e-01 6.447938e-01 6.606906e-01 6.683741e-01 6.776473e-01
##  [5521] 6.848008e-01 6.947805e-01 7.045836e-01 7.149165e-01 6.296035e-01
##  [5526] 3.506138e-02 7.277223e-02 1.169301e-01 1.336218e-01 1.045659e-01
##  [5531] 9.008213e-02 1.428067e-01 1.308840e-01 2.446348e-02 7.127086e-02
##  [5536] 1.233772e-01 1.507551e-01 7.074097e-02 6.164444e-02 1.162236e-01
##  [5541] 1.821072e-01 2.369513e-01 2.835821e-01 6.968118e-02 7.480350e-02
##  [5546] 1.205511e-01 1.758368e-01 2.289146e-01 2.401307e-01 1.928817e-01
##  [5551] 2.105449e-01 2.464894e-01 2.844652e-01 3.285348e-01 3.817010e-01
##  [5556] 4.355736e-01 4.739910e-01 5.019871e-01 3.272101e-01 3.461097e-01
##  [5561] 3.989225e-01 4.455533e-01 4.962466e-01 5.313963e-01 5.491478e-01
##  [5566] 5.302482e-01 5.505608e-01 5.699903e-01 5.888899e-01 6.075245e-01
##  [5571] 6.238629e-01 6.418794e-01 5.971916e-01 5.768789e-01 6.161795e-01
##  [5576] 6.193588e-01 6.215667e-01 5.971916e-01 4.221496e-01 1.235538e-01
##  [5581] 1.867880e-01 2.165504e-01 2.538197e-01 2.996556e-01 3.485825e-01
##  [5586] 3.704849e-01 3.803762e-01 4.111101e-01 4.593306e-01 4.648945e-01
##  [5591] 4.905060e-01 5.270688e-01 3.529983e-01 2.448998e-01 2.733375e-01
##  [5596] 3.207630e-01 3.461097e-01 4.074892e-01 3.803762e-01 3.050428e-01
##  [5601] 1.042127e-01 5.669875e-02 1.193147e-01 1.758368e-01 2.302393e-01
##  [5606] 2.959463e-01 3.590038e-01 4.111101e-01 4.339839e-01 3.930054e-01
##  [5611] 4.455533e-01 4.978363e-01 1.821072e-01 1.387441e-01 2.306809e-01
##  [5616] 2.278548e-01 4.795549e-02 4.539433e-02 1.050075e-01 1.821072e-01
##  [5621] 2.538197e-01 3.386028e-01 4.163208e-01 4.569460e-01 4.633048e-01
##  [5626] 5.336042e-01 5.336042e-01 4.744326e-01 5.560364e-01 6.017840e-01
##  [5631] 6.447938e-01 6.145898e-01 4.739910e-01 5.742294e-01 6.379935e-01
##  [5636] 6.745562e-01 7.016692e-01 6.787954e-01 7.080279e-01 7.405281e-01
##  [5641] 7.149165e-01 1.884660e-01 2.592069e-01 4.462598e-01 5.569195e-01
##  [5646] 6.405546e-01 6.921311e-01 7.271041e-01 7.542171e-01 7.651682e-01
##  [5651] 7.345227e-01 7.815067e-01 8.001413e-01 7.794754e-01 8.001413e-01
##  [5656] 7.925461e-01 7.563367e-01 8.001413e-01 8.360858e-01 8.518061e-01
##  [5661] 7.974918e-01 7.422944e-01 8.158615e-01 8.720304e-01 8.893403e-01
##  [5666] 9.009097e-01 9.106244e-01 9.106244e-01 9.345580e-01 9.489535e-01
##  [5671] 9.595514e-01 9.642321e-01 9.642321e-01 9.705025e-01 9.753599e-01
##  [5676] 8.097677e-01 8.125055e-01 8.402367e-01 8.812152e-01 9.345580e-01
##  [5681] 9.545174e-01 9.642321e-01 9.705025e-01 9.705025e-01 9.705025e-01
##  [5686] 9.705025e-01 9.705025e-01 9.595514e-01 9.705025e-01 9.753599e-01
##  [5691] 9.753599e-01 9.753599e-01 9.827784e-01 9.886956e-01 9.930231e-01
##  [5696] 9.951426e-01 2.235273e-01 5.389914e-01 7.422944e-01 8.206306e-01
##  [5701] 7.165945e-01 5.449969e-01 4.786717e-01 6.863022e-01 6.956637e-01
##  [5706] 7.675528e-01 8.158615e-01 8.567517e-01 8.857193e-01 9.106244e-01
##  [5711] 9.293473e-01 9.489535e-01 9.545174e-01 9.642321e-01 9.753599e-01
##  [5716] 9.827784e-01 9.852513e-01 9.870176e-01 9.895787e-01 9.901969e-01
##  [5721] 9.919633e-01 9.939062e-01 9.951426e-01 9.965557e-01 9.970856e-01
##  [5726] 9.976155e-01 9.980571e-01 9.981454e-01 9.983220e-01 9.985869e-01
##  [5731] 9.991168e-01 9.994701e-01 9.997351e-01 1.000000e+00 9.999117e-01
##  [5736] 9.999117e-01 9.997351e-01 9.994701e-01 9.984103e-01 9.965557e-01
##  [5741] 9.852513e-01 9.788042e-01 9.815420e-01 9.842798e-01 9.489535e-01
##  [5746] 9.595514e-01 9.705025e-01 9.788042e-01 9.837499e-01 9.871942e-01
##  [5751] 9.908152e-01 9.948777e-01 9.959375e-01 9.968206e-01 9.973505e-01
##  [5756] 9.705025e-01 9.058553e-01 8.324649e-01 8.617857e-01 9.193677e-01
##  [5761] 9.545174e-01 9.642321e-01 9.705025e-01 9.788042e-01 9.811004e-01
##  [5766] 8.857193e-01 5.784686e-01 7.580147e-01 8.518061e-01 9.106244e-01
##  [5771] 9.345580e-01 9.489535e-01 9.345580e-01 8.812152e-01 9.151285e-01
##  [5776] 9.244900e-01 9.390621e-01 9.437428e-01 9.489535e-01 9.489535e-01
##  [5781] 8.857193e-01 7.865407e-01 8.125055e-01 8.617857e-01 8.518061e-01
##  [5786] 8.125055e-01 7.925461e-01 8.125055e-01 8.518061e-01 8.324649e-01
##  [5791] 6.810916e-01 6.996379e-01 7.542171e-01 7.295770e-01 4.557979e-01
##  [5796] 5.639848e-01 5.784686e-01 5.270688e-01 5.256557e-01 5.379316e-01
##  [5801] 4.569460e-01 2.825223e-01 3.244723e-01 3.524684e-01 3.963614e-01
##  [5806] 4.443169e-01 3.881480e-01 4.254173e-01 4.683388e-01 3.027466e-01
##  [5811] 4.221496e-02 1.121611e-01 2.147841e-01 2.530248e-01 2.275015e-01
##  [5816] 2.951515e-01 3.263269e-01 3.930054e-01 4.254173e-01 4.859136e-01
##  [5821] 5.467632e-01 5.579793e-01 6.695222e-01 6.606906e-01 6.447938e-01
##  [5826] 6.296035e-01 5.426124e-01 2.792546e-01 5.245960e-02 7.851276e-02
##  [5831] 1.549943e-01 1.050075e-01 1.260267e-01 2.080721e-01 2.902058e-01
##  [5836] 3.529983e-01 4.149960e-01 4.683388e-01 5.069328e-01 5.548883e-01
##  [5841] 5.971916e-01 6.215667e-01 6.447938e-01 5.971916e-01 5.270688e-01
##  [5846] 2.229091e-01 2.631811e-02 7.851276e-02 1.621478e-01 2.637993e-01
##  [5851] 3.963614e-01 4.648945e-01 5.291884e-01 5.548883e-01 5.824428e-01
##  [5856] 6.129118e-01 5.971916e-01 5.679590e-01 5.019871e-01 4.462598e-01
##  [5861] 1.282346e-01 2.048927e-02 8.831582e-05 9.184845e-03 5.669875e-02
##  [5866] 1.187848e-01 1.657688e-01 2.199064e-02 3.144043e-02 8.416497e-02
##  [5871] 2.773117e-02 4.583591e-02 9.776561e-02 1.504018e-01 2.063057e-01
##  [5876] 3.244723e-01 4.221496e-01 5.019871e-01 5.426124e-01 5.346640e-01
##  [5881] 5.152345e-01 4.894463e-01 1.639142e-01 3.038064e-02 6.844476e-02
##  [5886] 7.851276e-02 1.167535e-01 1.798110e-01 2.139009e-01 2.724543e-01
##  [5891] 3.485825e-01 4.122582e-01 4.767288e-01 5.019871e-01 1.671818e-01
##  [5896] 4.848538e-02 5.051665e-02 8.743266e-02 1.039477e-01 1.555242e-01
##  [5901] 1.667403e-01 1.969443e-02 8.831582e-03 3.921222e-02 9.432129e-02
##  [5906] 1.466926e-01 2.058642e-01 3.107834e-01 2.698048e-01 2.172569e-02
##  [5911] 2.967411e-02 6.420560e-02 1.175484e-01 1.811357e-01 2.139009e-01
##  [5916] 2.456063e-01 2.681268e-01 2.229091e-01 8.902234e-02 8.902234e-02
##  [5921] 1.284112e-01 1.671818e-01 1.874062e-01 5.519739e-02 9.184845e-02
##  [5926] 1.298243e-01 1.657688e-01 1.816656e-01 9.432129e-02 3.965380e-02
##  [5931] 9.008213e-02 1.233772e-01 1.358297e-01 1.772498e-01 2.099267e-01
##  [5936] 1.352115e-01 6.844476e-02 1.140157e-01 1.584386e-01 1.218758e-01
##  [5941] 1.448379e-01 1.737172e-01 2.139009e-01 2.538197e-01 2.902058e-01
##  [5946] 3.127263e-01 3.485825e-01 3.771085e-01 3.679237e-01 3.977744e-01
##  [5951] 3.382496e-02 4.097854e-02 8.628455e-02 1.071271e-01 1.329153e-01
##  [5956] 1.838735e-01 2.406606e-01 2.698048e-01 2.406606e-01 2.972710e-01
##  [5961] 3.117548e-01 2.985075e-01 3.606818e-01 3.663340e-01 1.717743e-01
##  [5966] 1.099532e-01 5.899497e-02 1.032412e-01 1.413053e-01 8.743266e-02
##  [5971] 1.713327e-02 6.323413e-02 3.117548e-02 9.979687e-03 3.921222e-02
##  [5976] 4.848538e-02 1.995937e-02 6.164444e-02 1.178133e-01 1.492537e-01
##  [5981] 2.702464e-02 3.117548e-02 5.563896e-02 1.085401e-01 1.698313e-01
##  [5986] 2.320057e-01 2.902058e-01 3.795814e-01 4.302747e-01 4.426389e-01
##  [5991] 5.034002e-01 4.512938e-01 2.750155e-01 1.821072e-01 1.768966e-01
##  [5996] 2.743089e-01 3.606818e-01 4.262121e-01 4.786717e-01 5.069328e-01
##  [6001] 5.302482e-01 5.853572e-01 6.322529e-01 6.621920e-01 6.606906e-01
##  [6006] 6.655480e-01 6.369337e-01 6.787954e-01 7.045836e-01 6.572463e-01
##  [6011] 6.517707e-02 3.127263e-01 4.786717e-01 5.719332e-01 5.491478e-01
##  [6016] 5.389914e-01 5.235362e-01 6.161795e-01 6.713768e-01 6.810916e-01
##  [6021] 2.191999e-01 3.551179e-01 4.946569e-01 5.853572e-01 6.519474e-01
##  [6026] 6.978716e-01 7.295770e-01 7.515676e-01 4.946569e-01 5.548883e-01
##  [6031] 6.683741e-01 7.295770e-01 7.604875e-01 4.122582e-01 4.398128e-01
##  [6036] 5.971916e-01 6.921311e-01 7.405281e-01 7.675528e-01 7.898084e-01
##  [6041] 6.227148e-01 4.045748e-01 6.129118e-01 2.222026e-01 5.298949e-04
##  [6046] 8.919898e-03 8.743266e-02 1.526980e-01 2.176102e-01 3.358651e-01
##  [6051] 4.149960e-01 2.685684e-01 3.606818e-01 4.683388e-01 5.426124e-01
##  [6056] 4.426389e-01 9.794224e-02 1.583503e-01 2.811092e-01 3.777268e-01
##  [6061] 4.661309e-01 5.389914e-01 5.989579e-01 6.458536e-01 6.810916e-01
##  [6066] 6.900115e-01 6.921311e-01 7.405281e-01 6.519474e-01 5.043716e-01
##  [6071] 6.470017e-01 7.097059e-01 6.641349e-01 6.978716e-01 7.441491e-01
##  [6076] 7.747947e-01 7.974918e-01 7.948424e-01 7.381436e-01 7.604875e-01
##  [6081] 7.766493e-01 7.836262e-01 8.206306e-01 8.324649e-01 8.360858e-01
##  [6086] 8.518061e-01 8.675263e-01 8.812152e-01 8.935794e-01 9.009097e-01
##  [6091] 9.106244e-01 9.151285e-01 9.151285e-01 7.080279e-01 2.121346e-01
##  [6096] 4.810563e-01 6.322529e-01 6.978716e-01 7.345227e-01 7.675528e-01
##  [6101] 5.797933e-01 4.798198e-01 6.129118e-01 3.867350e-01 4.945686e-03
##  [6106] 3.276517e-02 1.055374e-01 2.097501e-01 3.272101e-01 3.930054e-01
##  [6111] 3.977744e-01 4.810563e-01 5.214166e-01 5.830610e-01 6.296035e-01
##  [6116] 4.739910e-01 1.448379e-01 2.829639e-01 3.943301e-01 4.593306e-01
##  [6121] 4.915658e-01 5.623951e-01 6.103506e-01 6.447938e-01 6.655480e-01
##  [6126] 6.824163e-01 6.787954e-01 5.797933e-01 5.927758e-01 6.621920e-01
##  [6131] 6.824163e-01 7.016692e-01 7.165945e-01 7.295770e-01 7.381436e-01
##  [6136] 6.885101e-01 1.507551e-01 5.387265e-03 2.411022e-02 3.753422e-02
##  [6141] 8.213371e-02 1.424534e-01 2.145191e-01 2.920604e-01 3.228826e-01
##  [6146] 2.681268e-01 2.229091e-01 2.698048e-01 3.320675e-01 3.893844e-01
##  [6151] 4.230328e-01 4.692219e-01 5.152345e-01 5.437605e-01 5.604522e-01
##  [6156] 5.591274e-01 3.832906e-02 2.093085e-02 5.422591e-02 1.103065e-01
##  [6161] 1.713327e-01 2.369513e-01 2.879979e-01 3.507904e-01 3.954782e-01
##  [6166] 4.221496e-01 4.092555e-01 3.529983e-01 3.756072e-01 4.000707e-01
##  [6171] 4.243575e-01 4.579175e-01 4.786717e-01 4.962466e-01 1.657688e-01
##  [6176] 1.448379e-01 2.050693e-01 2.652124e-01 2.058642e-01 1.651506e-02
##  [6181] 1.430716e-02 5.828844e-02 1.152521e-01 1.723925e-01 2.034796e-01
##  [6186] 2.538197e-01 2.750155e-01 3.127263e-01 3.551179e-01 2.433101e-01
##  [6191] 9.776561e-02 5.166475e-02 7.851276e-02 1.269981e-01 1.789278e-01
##  [6196] 2.275015e-01 2.876446e-01 3.451382e-01 4.122582e-01 4.997792e-01
##  [6201] 4.633048e-01 4.398128e-01 3.621832e-01 2.252053e-01 3.050428e-01
##  [6206] 3.280049e-01 3.141394e-01 1.968560e-01 1.218758e-01 1.754835e-01
##  [6211] 2.352733e-01 2.750155e-01 3.079573e-01 3.272101e-01 3.323324e-01
##  [6216] 3.426654e-01 3.934470e-01 4.369867e-01 4.894463e-01 5.426124e-01
##  [6221] 5.679590e-01 5.971916e-01 6.129118e-01 6.296035e-01 6.606906e-01
##  [6226] 6.296035e-01 6.776473e-01 7.149165e-01 7.651682e-01 7.149165e-01
##  [6231] 6.447938e-01 5.679590e-01 1.639142e-01 1.131326e-01 1.482823e-01
##  [6236] 1.742471e-01 2.097501e-01 6.164444e-02 9.635256e-02 1.611764e-01
##  [6241] 2.063057e-01 2.559392e-01 3.226177e-01 3.663340e-01 3.590038e-01
##  [6246] 7.939592e-02 1.106597e-01 1.691248e-01 2.176102e-01 2.797845e-01
##  [6251] 3.320675e-01 3.786982e-01 4.111101e-01 4.683388e-01 5.152345e-01
##  [6256] 4.302747e-01 4.538550e-01 5.152345e-01 5.426124e-01 2.252053e-01
##  [6261] 9.008213e-02 1.323854e-01 1.750420e-01 2.562925e-01 3.226177e-01
##  [6266] 3.736642e-01 4.000707e-01 3.977744e-01 4.503224e-01 2.282964e-01
##  [6271] 5.740528e-03 1.271748e-02 1.889958e-02 3.965380e-02 4.018370e-02
##  [6276] 8.213371e-02 1.245253e-01 1.798110e-01 1.880244e-01 2.320057e-01
##  [6281] 2.887927e-01 3.396626e-01 2.797845e-01 2.349201e-01 3.008920e-01
##  [6286] 3.358651e-01 3.451382e-01 1.890842e-01 1.989755e-01 2.426036e-01
##  [6291] 2.844652e-01 3.426654e-01 3.934470e-01 4.267420e-01 3.718096e-02
##  [6296] 8.213371e-02 1.428067e-01 1.466926e-01 1.459860e-01 1.085401e-01
##  [6301] 1.318555e-01 1.682416e-01 2.151373e-01 2.644176e-01 3.216462e-01
##  [6306] 3.634196e-01 4.045748e-01 4.579175e-01 4.767288e-01 5.069328e-01
##  [6311] 5.302482e-01 5.389914e-01 4.243575e-01 4.538550e-01 4.978363e-01
##  [6316] 5.165592e-01 4.285967e-01 2.934735e-01 3.079573e-01 3.485825e-01
##  [6321] 3.916807e-01 4.186170e-01 4.538550e-01 4.767288e-01 4.230328e-01
##  [6326] 4.661309e-01 4.915658e-01 2.698048e-01 2.050693e-01 2.698048e-01
##  [6331] 3.050428e-01 3.679237e-01 3.954782e-01 2.807560e-01 3.168772e-01
##  [6336] 3.496423e-01 3.909741e-01 4.262121e-01 2.342135e-01 1.630310e-01
##  [6341] 9.891372e-02 1.459860e-01 1.862581e-01 2.440166e-01 2.902058e-01
##  [6346] 3.485825e-01 3.909741e-01 4.136713e-01 1.037711e-01 1.174600e-02
##  [6351] 5.422591e-02 1.203745e-01 1.952663e-01 2.705113e-01 8.213371e-02
##  [6356] 9.273161e-03 5.828844e-02 1.381259e-01 2.219376e-01 2.920604e-01
##  [6361] 3.634196e-01 3.698666e-01 3.524684e-01 3.786982e-01 3.590038e-01
##  [6366] 4.302747e-01 4.837057e-01 5.256557e-01 5.679590e-01 6.103506e-01
##  [6371] 6.447938e-01 6.733198e-01 6.848008e-01 1.854632e-01 2.313874e-01
##  [6376] 4.414025e-01 5.467632e-01 5.367835e-01 5.938356e-01 6.075245e-01
##  [6381] 6.695222e-01 7.165945e-01 7.405281e-01 7.542171e-01 7.836262e-01
##  [6386] 8.066767e-01 7.580147e-01 6.369337e-01 7.494480e-01 8.066767e-01
##  [6391] 8.360858e-01 8.360858e-01 7.461803e-01 7.865407e-01 8.433277e-01
##  [6396] 8.720304e-01 8.972887e-01 9.058553e-01 9.244900e-01 9.193677e-01
##  [6401] 8.759163e-01 9.058553e-01 9.293473e-01 9.489535e-01 9.545174e-01
##  [6406] 9.595514e-01 9.642321e-01 9.705025e-01 9.753599e-01 8.324649e-01
##  [6411] 8.402367e-01 9.293473e-01 9.545174e-01 8.675263e-01 7.718802e-01
##  [6416] 7.865407e-01 8.812152e-01 8.206306e-01 8.675263e-01 8.030557e-01
##  [6421] 8.720304e-01 9.293473e-01 9.545174e-01 9.705025e-01 9.753599e-01
##  [6426] 9.345580e-01 8.567517e-01 9.058553e-01 9.345580e-01 9.642321e-01
##  [6431] 9.705025e-01 9.753599e-01 9.788042e-01 9.705025e-01 9.151285e-01
##  [6436] 7.836262e-01 8.518061e-01 9.106244e-01 5.313963e-01 1.337985e-01
##  [6441] 4.174689e-01 4.798198e-01 3.226177e-01 4.848538e-01 5.824428e-01
##  [6446] 6.733198e-01 7.271041e-01 7.563367e-01 7.865407e-01 7.422944e-01
##  [6451] 7.865407e-01 8.206306e-01 8.518061e-01 8.812152e-01 8.972887e-01
##  [6456] 9.058553e-01 9.193677e-01 9.345580e-01 9.437428e-01 9.390621e-01
##  [6461] 8.935794e-01 8.277842e-01 5.548883e-01 6.606906e-01 7.181842e-01
##  [6466] 7.794754e-01 8.206306e-01 8.518061e-01 8.759163e-01 8.935794e-01
##  [6471] 8.893403e-01 8.972887e-01 8.518061e-01 8.125055e-01 8.324649e-01
##  [6476] 8.759163e-01 8.972887e-01 9.151285e-01 9.293473e-01 9.390621e-01
##  [6481] 8.812152e-01 2.544379e-01 4.837057e-01 5.838559e-01 6.322529e-01
##  [6486] 6.947805e-01 7.345227e-01 7.675528e-01 7.948424e-01 8.158615e-01
##  [6491] 8.402367e-01 8.567517e-01 8.720304e-01 8.675263e-01 8.720304e-01
##  [6496] 8.812152e-01 8.893403e-01 8.935794e-01 9.009097e-01 9.058553e-01
##  [6501] 9.106244e-01 9.151285e-01 9.193677e-01 9.244900e-01 9.293473e-01
##  [6506] 9.293473e-01 9.244900e-01 8.518061e-01 7.694074e-01 7.675528e-01
##  [6511] 7.604875e-01 7.974918e-01 8.277842e-01 8.518061e-01 6.447938e-01
##  [6516] 2.623863e-01 2.844652e-01 4.443169e-01 5.270688e-01 5.830610e-01
##  [6521] 7.506844e-03 2.296211e-02 4.954517e-02 1.035945e-01 1.727457e-01
##  [6526] 2.555860e-01 3.333039e-01 1.698313e-01 5.899497e-02 1.121611e-01
##  [6531] 1.874062e-01 2.637993e-01 3.216462e-01 3.537932e-01 3.667756e-01
##  [6536] 1.558774e-01 1.401572e-01 1.942948e-01 2.719244e-01 3.168772e-01
##  [6541] 3.551179e-01 2.855250e-01 1.241720e-01 1.289411e-01 7.277223e-02
##  [6546] 1.263799e-01 1.914687e-01 2.165504e-01 2.550561e-01 3.027466e-01
##  [6551] 3.634196e-01 4.111101e-01 4.538550e-01 2.555860e-01 6.729665e-02
##  [6556] 1.077453e-01 1.623245e-01 2.278548e-01 3.018635e-01 3.615650e-01
##  [6561] 3.989225e-01 4.455533e-01 4.776119e-01 5.043716e-01 5.313963e-01
##  [6566] 5.270688e-01 4.149960e-01 3.409874e-01 1.691248e-01 2.042745e-01
##  [6571] 2.555860e-01 3.050428e-01 3.736642e-01 4.538550e-01 5.152345e-01
##  [6576] 5.679590e-01 4.894463e-01 3.833790e-01 1.438665e-01 1.746887e-01
##  [6581] 1.847567e-01 7.939592e-02 8.478318e-03 1.307074e-02 3.868233e-02
##  [6586] 9.290824e-02 1.499603e-01 1.894374e-01 2.464894e-01 2.910889e-01
##  [6591] 2.978009e-01 3.244723e-01 3.244723e-01 3.590038e-01 3.833790e-01
##  [6596] 4.136713e-01 4.318643e-01 1.156054e-01 6.729665e-02 1.203745e-01
##  [6601] 1.880244e-01 2.484324e-01 1.315906e-01 1.020931e-01 9.096529e-02
##  [6606] 1.349466e-01 1.942948e-01 2.473726e-01 2.939150e-01 3.079573e-01
##  [6611] 2.760752e-01 2.011834e-01 1.832553e-01 2.165504e-01 2.478142e-01
##  [6616] 2.724543e-01 2.661839e-01 1.504018e-01 1.258500e-01 1.754835e-01
##  [6621] 2.464894e-01 2.978009e-01 3.098119e-01 1.245253e-01 4.433454e-02
##  [6626] 8.089729e-02 8.513645e-02 1.201978e-01 1.466926e-01 1.474874e-01
##  [6631] 1.614413e-01 1.367129e-01 1.413053e-01 1.045659e-01 6.729665e-02
##  [6636] 1.014749e-01 1.349466e-01 1.803409e-01 2.214078e-01 2.582354e-01
##  [6641] 2.574406e-01 1.727457e-01 6.261591e-02 6.517707e-02 1.133975e-01
##  [6646] 1.679767e-01 2.289146e-01 2.652124e-01 3.207630e-01 3.777268e-01
##  [6651] 4.086373e-01 2.779299e-01 8.628455e-02 1.332686e-01 9.979687e-02
##  [6656] 8.743266e-02 1.209927e-01 1.424534e-01 1.854632e-01 2.105449e-01
##  [6661] 2.497571e-01 2.866731e-01 3.293297e-01 3.771085e-01 4.111101e-01
##  [6666] 3.235008e-01 2.750155e-01 3.409874e-01 3.272101e-01 3.537932e-01
##  [6671] 4.000707e-01 4.327475e-01 4.262121e-01 1.611764e-01 2.411022e-02
##  [6676] 7.074097e-02 1.336218e-01 2.005652e-01 2.652124e-01 3.207630e-01
##  [6681] 3.691601e-01 4.000707e-01 4.569460e-01 1.301775e-01 2.587653e-02
##  [6686] 9.096529e-02 1.499603e-01 2.139009e-01 2.866731e-01 3.468162e-01
##  [6691] 3.537932e-01 9.008213e-02 1.657688e-01 2.352733e-01 2.797845e-01
##  [6696] 2.913539e-01 2.191999e-01 1.827254e-01 1.803409e-01 9.184845e-02
##  [6701] 1.312373e-01 1.862581e-01 1.289411e-01 1.258500e-01 1.643557e-01
##  [6706] 1.926168e-01 1.443080e-01 1.995937e-01 2.733375e-01 3.507904e-01
##  [6711] 4.126115e-01 3.930054e-01 4.859136e-01 5.505608e-01 5.699903e-01
##  [6716] 6.176808e-01 6.572463e-01 6.848008e-01 6.800318e-01 2.719244e-01
##  [6721] 5.119668e-01 6.085843e-01 6.572463e-01 6.956637e-01 6.978716e-01
##  [6726] 7.097059e-01 5.753776e-01 6.331361e-01 6.641349e-01 6.519474e-01
##  [6731] 6.996379e-01 7.165945e-01 7.314316e-01 7.515676e-01 7.580147e-01
##  [6736] 3.901793e-01 4.978363e-01 4.074892e-01 1.201978e-01 1.269981e-01
##  [6741] 1.803409e-01 7.577497e-02 6.632518e-02 1.133092e-01 6.844476e-02
##  [6746] 1.064206e-01 2.147841e-01 2.904707e-01 3.615650e-01 3.485825e-01
##  [6751] 4.786717e-01 5.467632e-01 5.181489e-01 1.318555e-01 3.258854e-02
##  [6756] 8.902234e-02 4.177338e-02 1.245253e-01 2.335953e-01 3.409874e-01
##  [6761] 3.855869e-01 4.767288e-01 5.505608e-01 5.327210e-01 4.034267e-01
##  [6766] 5.367835e-01 6.227148e-01 6.695222e-01 7.063499e-01 7.219818e-01
##  [6771] 7.295770e-01 7.233065e-01 7.149165e-01 7.345227e-01 7.651682e-01
##  [6776] 7.898084e-01 8.097677e-01 8.277842e-01 7.515676e-01 7.080279e-01
##  [6781] 7.718802e-01 8.206306e-01 8.518061e-01 8.759163e-01 8.893403e-01
##  [6786] 8.972887e-01 8.030557e-01 8.125055e-01 8.759163e-01 9.106244e-01
##  [6791] 9.244900e-01 9.345580e-01 9.390621e-01 9.437428e-01 9.489535e-01
##  [6796] 9.545174e-01 8.857193e-01 7.747947e-01 7.794754e-01 8.857193e-01
##  [6801] 9.058553e-01 8.324649e-01 8.759163e-01 7.580147e-01 5.797933e-01
##  [6806] 6.947805e-01 7.836262e-01 8.402367e-01 8.857193e-01 9.106244e-01
##  [6811] 9.106244e-01 8.857193e-01 8.812152e-01 8.935794e-01 9.151285e-01
##  [6816] 9.244900e-01 9.345580e-01 9.390621e-01 9.437428e-01 9.489535e-01
##  [6821] 9.545174e-01 9.595514e-01 9.642321e-01 9.705025e-01 9.705025e-01
##  [6826] 8.030557e-01 8.125055e-01 8.675263e-01 8.972887e-01 9.106244e-01
##  [6831] 9.244900e-01 9.345580e-01 9.437428e-01 9.489535e-01 9.595514e-01
##  [6836] 9.642321e-01 9.705025e-01 8.471253e-01 6.655480e-01 5.346640e-01
##  [6841] 5.768789e-01 7.475934e-01 8.097677e-01 8.402367e-01 8.675263e-01
##  [6846] 7.794754e-01 8.324649e-01 8.759163e-01 8.893403e-01 9.009097e-01
##  [6851] 9.106244e-01 8.125055e-01 7.515676e-01 8.066767e-01 8.567517e-01
##  [6856] 4.997792e-01 4.174689e-01 6.005476e-01 6.641349e-01 7.165945e-01
##  [6861] 7.461803e-01 7.747947e-01 7.925461e-01 8.066767e-01 8.277842e-01
##  [6866] 8.433277e-01 8.567517e-01 8.759163e-01 8.812152e-01 8.324649e-01
##  [6871] 7.794754e-01 8.030557e-01 8.433277e-01 8.720304e-01 8.812152e-01
##  [6876] 8.812152e-01 8.857193e-01 8.972887e-01 9.009097e-01 9.009097e-01
##  [6881] 9.009097e-01 9.058553e-01 8.972887e-01 8.720304e-01 8.812152e-01
##  [6886] 8.893403e-01 8.972887e-01 9.058553e-01 9.058553e-01 8.675263e-01
##  [6891] 8.433277e-01 8.675263e-01 8.812152e-01 8.893403e-01 8.972887e-01
##  [6896] 9.009097e-01 9.058553e-01 9.058553e-01 9.009097e-01 8.893403e-01
##  [6901] 8.893403e-01 8.893403e-01 8.972887e-01 9.009097e-01 8.567517e-01
##  [6906] 7.422944e-01 7.865407e-01 8.206306e-01 8.402367e-01 8.518061e-01
##  [6911] 8.675263e-01 8.759163e-01 8.812152e-01 8.720304e-01 8.720304e-01
##  [6916] 8.675263e-01 7.898084e-01 5.467632e-01 6.458536e-01 6.996379e-01
##  [6921] 7.364656e-01 7.542171e-01 7.651682e-01 7.815067e-01 8.030557e-01
##  [6926] 7.898084e-01 7.794754e-01 7.948424e-01 7.836262e-01 7.542171e-01
##  [6931] 3.067208e-01 3.263269e-01 4.718714e-01 6.215667e-01 6.075245e-01
##  [6936] 6.227148e-01 6.776473e-01 7.149165e-01 7.651682e-01 7.898084e-01
##  [6941] 8.030557e-01 5.719332e-01 4.705467e-01 3.736642e-01 4.538550e-01
##  [6946] 5.426124e-01 6.296035e-01 4.221496e-01 1.639142e-01 5.978981e-02
##  [6951] 1.085401e-01 1.127793e-01 5.148812e-02 7.595160e-03 1.801643e-02
##  [6956] 5.899497e-02 6.968118e-02 3.258854e-02 2.534664e-02 6.323413e-02
##  [6961] 8.213371e-02 6.968118e-02 4.177338e-02 1.121611e-02 3.903559e-02
##  [6966] 9.290824e-02 1.416586e-01 1.761901e-01 2.247638e-01 2.945333e-01
##  [6971] 3.560894e-01 3.901793e-01 2.690983e-01 2.681268e-01 2.860549e-01
##  [6976] 2.860549e-01 2.464894e-01 1.040360e-01 1.801643e-02 6.517707e-02
##  [6981] 1.269981e-01 1.917336e-01 2.360682e-01 2.760752e-01 3.485825e-01
##  [6986] 3.890312e-01 3.795814e-01 3.747240e-01 3.817010e-01 4.074892e-01
##  [6991] 4.398128e-01 4.739910e-01 5.291884e-01 5.639848e-01 5.367835e-01
##  [6996] 5.579793e-01 5.623951e-01 5.784686e-01 1.462510e-01 8.902234e-02
##  [7001] 1.499603e-01 9.184845e-02 3.868233e-02 9.635256e-02 9.290824e-02
##  [7006] 7.277223e-02 1.224057e-01 1.596750e-01 1.910271e-01 2.587653e-01
##  [7011] 3.060143e-01 3.560894e-01 3.901793e-01 3.386028e-01 4.000707e-01
##  [7016] 2.637993e-01 1.828137e-02 1.925285e-02 4.795549e-02 4.309812e-02
##  [7021] 2.366864e-02 6.729665e-02 9.838382e-02 9.873708e-02 1.152521e-01
##  [7026] 1.265566e-01 1.377727e-01 1.374194e-01 1.526980e-01 1.977391e-01
##  [7031] 2.182284e-01 2.464894e-01 3.092820e-01 3.050428e-01 2.667138e-01
##  [7036] 3.117548e-01 3.409874e-01 3.855869e-01 2.269717e-02 6.270423e-03
##  [7041] 1.598516e-02 2.411022e-02 5.978981e-02 1.113662e-01 1.547293e-01
##  [7046] 1.236421e-01 1.456328e-01 1.555242e-01 1.213459e-01 8.292855e-02
##  [7051] 8.292855e-02 9.917866e-02 3.656275e-02 1.421885e-02 6.729665e-02
##  [7056] 1.213459e-01 1.843151e-01 2.582354e-01 3.251788e-01 3.893844e-01
##  [7061] 4.404310e-01 4.848538e-01 5.256557e-01 5.515323e-01 5.753776e-01
##  [7066] 5.915393e-01 6.161795e-01 5.649563e-01 5.699903e-01 6.348141e-01
##  [7071] 6.683741e-01 6.885101e-01 6.947805e-01 6.534487e-01 6.885101e-01
##  [7076] 7.295770e-01 7.475934e-01 7.475934e-01 2.574406e-01 4.092555e-01
##  [7081] 5.327210e-01 5.899497e-01 4.978363e-01 4.327475e-01 3.358651e-01
##  [7086] 4.239159e-01 5.086108e-01 5.784686e-01 6.379935e-01 6.800318e-01
##  [7091] 7.165945e-01 7.422944e-01 7.246313e-01 6.745562e-01 7.271041e-01
##  [7096] 7.675528e-01 8.001413e-01 8.206306e-01 8.246048e-01 8.206306e-01
##  [7101] 8.324649e-01 8.567517e-01 8.812152e-01 8.935794e-01 8.972887e-01
##  [7106] 8.675263e-01 8.471253e-01 8.617857e-01 8.812152e-01 8.893403e-01
##  [7111] 8.972887e-01 9.244900e-01 9.489535e-01 9.595514e-01 9.642321e-01
##  [7116] 9.705025e-01 9.705025e-01 9.753599e-01 9.293473e-01 8.567517e-01
##  [7121] 7.246313e-01 8.277842e-01 8.759163e-01 8.972887e-01 9.151285e-01
##  [7126] 9.345580e-01 9.489535e-01 9.595514e-01 9.705025e-01 9.753599e-01
##  [7131] 9.595514e-01 9.437428e-01 9.545174e-01 9.642321e-01 9.753599e-01
##  [7136] 9.788042e-01 9.827784e-01 9.788042e-01 9.705025e-01 9.293473e-01
##  [7141] 9.058553e-01 8.759163e-01 9.293473e-01 9.058553e-01 8.857193e-01
##  [7146] 8.567517e-01 8.972887e-01 9.151285e-01 8.935794e-01 4.221496e-01
##  [7151] 6.733198e-01 8.360858e-01 7.181842e-01 5.927758e-01 7.898084e-01
##  [7156] 8.857193e-01 9.151285e-01 9.345580e-01 9.545174e-01 9.058553e-01
##  [7161] 8.360858e-01 8.720304e-01 9.009097e-01 9.293473e-01 9.390621e-01
##  [7166] 9.489535e-01 9.595514e-01 9.705025e-01 9.753599e-01 9.390621e-01
##  [7171] 9.642321e-01 9.753599e-01 9.804822e-01 9.845447e-01 9.870176e-01
##  [7176] 9.804822e-01 9.705025e-01 9.345580e-01 9.193677e-01 9.390621e-01
##  [7181] 9.489535e-01 9.595514e-01 9.788042e-01 9.870176e-01 9.948777e-01
##  [7186] 9.886956e-01 9.642321e-01 9.151285e-01 8.402367e-01 7.345227e-01
##  [7191] 7.766493e-01 8.857193e-01 9.106244e-01 9.390621e-01 9.489535e-01
##  [7196] 9.595514e-01 9.705025e-01 9.753599e-01 9.642321e-01 9.545174e-01
##  [7201] 9.437428e-01 9.345580e-01 9.489535e-01 9.595514e-01 9.705025e-01
##  [7206] 9.753599e-01 9.788042e-01 9.804822e-01 9.833966e-01 9.845447e-01
##  [7211] 9.545174e-01 9.193677e-01 8.675263e-01 8.433277e-01 9.106244e-01
##  [7216] 9.390621e-01 9.151285e-01 8.935794e-01 9.058553e-01 9.244900e-01
##  [7221] 9.390621e-01 9.489535e-01 6.075245e-01 5.853572e-01 7.622538e-01
##  [7226] 8.518061e-01 8.617857e-01 8.433277e-01 8.759163e-01 9.106244e-01
##  [7231] 9.345580e-01 9.345580e-01 9.293473e-01 9.244900e-01 9.193677e-01
##  [7236] 9.151285e-01 9.106244e-01 9.058553e-01 9.151285e-01 9.244900e-01
##  [7241] 9.293473e-01 9.345580e-01 9.390621e-01 9.437428e-01 9.489535e-01
##  [7246] 5.938356e-01 8.902234e-02 3.293297e-01 4.327475e-01 5.092290e-01
##  [7251] 5.824428e-01 6.486797e-01 6.885101e-01 7.201272e-01 7.381436e-01
##  [7256] 7.651682e-01 7.865407e-01 8.001413e-01 8.158615e-01 8.324649e-01
##  [7261] 8.402367e-01 8.567517e-01 8.675263e-01 8.518061e-01 8.158615e-01
##  [7266] 8.158615e-01 8.402367e-01 8.518061e-01 4.327475e-01 4.309812e-02
##  [7271] 4.795549e-02 1.535812e-01 2.760752e-01 3.736642e-01 4.557979e-01
##  [7276] 5.214166e-01 5.437605e-01 5.560364e-01 5.699903e-01 5.784686e-01
##  [7281] 5.838559e-01 6.103506e-01 6.310165e-01 3.117548e-01 1.507551e-01
##  [7286] 2.502870e-01 2.360682e-01 3.656275e-02 3.718096e-02 1.023580e-01
##  [7291] 1.847567e-01 2.647708e-01 3.386028e-01 3.948600e-01 4.398128e-01
##  [7296] 4.967765e-01 5.426124e-01 5.927758e-01 6.348141e-01 6.519474e-01
##  [7301] 6.776473e-01 6.947805e-01 7.045836e-01 7.149165e-01 6.978716e-01
##  [7306] 6.776473e-01 6.555683e-01 5.938356e-01 4.997792e-01 3.803762e-01
##  [7311] 4.302747e-01 4.579175e-01 4.978363e-01 5.043716e-01 4.962466e-01
##  [7316] 4.767288e-01 4.962466e-01 4.962466e-01 5.214166e-01 5.989579e-01
##  [7321] 5.034002e-01 6.215667e-01 5.729930e-01 5.491478e-01 5.699903e-01
##  [7326] 6.005476e-01 6.193588e-01 5.971916e-01 6.103506e-01 6.418794e-01
##  [7331] 6.486797e-01 6.606906e-01 6.683741e-01 6.776473e-01 6.848008e-01
##  [7336] 6.947805e-01 6.996379e-01 7.080279e-01 7.149165e-01 7.201272e-01
##  [7341] 7.246313e-01 7.201272e-01 7.080279e-01 7.045836e-01 6.921311e-01
##  [7346] 5.824428e-01 9.184845e-02 6.844476e-02 1.271748e-01 2.914422e-03
##  [7351] 1.563190e-02 5.828844e-02 8.213371e-02 8.566634e-03 2.649475e-04
##  [7356] 1.995937e-02 7.127086e-02 1.241720e-01 1.776914e-01 2.176102e-01
##  [7361] 2.582354e-01 3.117548e-01 3.396626e-01 1.789278e-01 2.401307e-01
##  [7366] 2.517001e-01 2.526716e-01 3.037181e-01 3.451382e-01 3.855869e-01
##  [7371] 4.355736e-01 4.837057e-01 5.105537e-01 5.302482e-01 5.505608e-01
##  [7376] 4.871500e-01 1.682416e-01 2.331538e-01 2.876446e-01 3.358651e-01
##  [7381] 3.517619e-01 1.596750e-01 1.933233e-01 2.376579e-01 2.866731e-01
##  [7386] 4.901528e-02 4.716065e-02 1.011216e-01 1.596750e-01 2.229091e-01
##  [7391] 2.860549e-01 3.347169e-01 3.474344e-01 2.440166e-01 1.902323e-01
##  [7396] 2.473726e-01 2.978009e-01 3.251788e-01 2.792546e-01 1.421885e-02
##  [7401] 2.446348e-02 7.074097e-02 1.263799e-01 1.377727e-01 9.635256e-02
##  [7406] 1.396273e-01 1.874062e-01 9.741235e-02 1.249669e-01 1.750420e-01
##  [7411] 2.306809e-01 2.860549e-01 8.089729e-02 3.965380e-02 9.635256e-02
##  [7416] 1.523448e-01 1.596750e-01 1.535812e-01 1.265566e-01 1.466926e-01
##  [7421] 1.957079e-01 2.559392e-01 3.207630e-01 3.747240e-01 4.254173e-01
##  [7426] 4.810563e-01 5.291884e-01 3.517619e-01 3.795814e-01 4.254173e-01
##  [7431] 4.603904e-01 4.776119e-01 5.227413e-01 5.579793e-01 5.888899e-01
##  [7436] 6.193588e-01 6.502694e-01 6.745562e-01 6.176808e-01 4.579175e-01
##  [7441] 5.899497e-01 6.447938e-01 6.683741e-01 6.848008e-01 3.226177e-01
##  [7446] 7.074097e-02 1.305308e-01 2.473726e-01 2.240572e-01 2.490506e-02
##  [7451] 9.432129e-02 2.011834e-01 2.920604e-01 1.691248e-01 5.899497e-02
##  [7456] 1.448379e-01 2.418087e-01 3.280049e-01 4.149960e-01 4.443169e-01
##  [7461] 5.352822e-01 5.632783e-01 8.125055e-03 1.218758e-02 8.416497e-02
##  [7466] 1.838735e-01 2.951515e-01 4.034267e-01 4.648945e-01 4.871500e-01
##  [7471] 5.243310e-01 4.339839e-01 3.817010e-01 5.367835e-01 5.056081e-01
##  [7476] 4.285967e-01 5.313963e-01 5.915393e-01 4.221496e-01 5.437605e-01
##  [7481] 6.238629e-01 6.733198e-01 6.824163e-01 3.568842e-01 9.635256e-02
##  [7486] 3.067208e-01 4.545615e-01 5.623951e-01 6.379935e-01 6.606906e-01
##  [7491] 3.606818e-01 5.092290e-01 6.075245e-01 6.713768e-01 7.201272e-01
##  [7496] 7.494480e-01 7.563367e-01 6.193588e-01 6.824163e-01 7.515676e-01
##  [7501] 7.815067e-01 6.978716e-01 7.016692e-01 6.621920e-01 7.441491e-01
##  [7506] 7.149165e-01 6.145898e-01 7.063499e-01 7.461803e-01 7.580147e-01
##  [7511] 7.766493e-01 7.794754e-01 8.001413e-01 8.206306e-01 8.206306e-01
##  [7516] 8.277842e-01 8.402367e-01 8.402367e-01 8.402367e-01 7.364656e-01
##  [7521] 7.080279e-01 5.086108e-01 6.629868e-01 2.278548e-02 3.197033e-02
##  [7526] 1.698313e-01 3.190850e-01 4.199417e-01 5.243310e-01 6.005476e-01
##  [7531] 6.606906e-01 6.921311e-01 7.233065e-01 7.475934e-01 7.747947e-01
##  [7536] 7.747947e-01 7.422944e-01 7.747947e-01 8.097677e-01 8.360858e-01
##  [7541] 8.360858e-01 8.066767e-01 8.125055e-01 8.402367e-01 8.471253e-01
##  [7546] 8.277842e-01 8.360858e-01 8.518061e-01 8.567517e-01 8.675263e-01
##  [7551] 8.720304e-01 8.433277e-01 8.206306e-01 8.360858e-01 8.518061e-01
##  [7556] 9.009097e-01 9.151285e-01 9.058553e-01 8.857193e-01 8.206306e-01
##  [7561] 7.515676e-01 6.978716e-01 7.925461e-01 8.402367e-01 8.471253e-01
##  [7566] 8.518061e-01 8.567517e-01 8.675263e-01 8.720304e-01 8.812152e-01
##  [7571] 8.857193e-01 8.893403e-01 8.675263e-01 7.898084e-01 3.833790e-01
##  [7576] 5.623951e-01 6.800318e-01 7.314316e-01 7.622538e-01 7.898084e-01
##  [7581] 8.097677e-01 8.277842e-01 8.402367e-01 8.567517e-01 8.617857e-01
##  [7586] 8.675263e-01 8.759163e-01 8.812152e-01 8.857193e-01 8.893403e-01
##  [7591] 8.935794e-01 8.935794e-01 8.972887e-01 9.009097e-01 9.009097e-01
##  [7596] 9.058553e-01 3.881480e-01 4.894463e-01 6.393182e-01 6.996379e-01
##  [7601] 7.364656e-01 7.604875e-01 7.794754e-01 7.836262e-01 7.925461e-01
##  [7606] 8.001413e-01 8.030557e-01 8.158615e-01 8.277842e-01 8.360858e-01
##  [7611] 8.402367e-01 8.471253e-01 8.567517e-01 8.675263e-01 8.759163e-01
##  [7616] 8.759163e-01 8.675263e-01 8.518061e-01 8.206306e-01 4.776119e-01
##  [7621] 3.524684e-01 5.181489e-01 5.863287e-01 6.238629e-01 6.519474e-01
##  [7626] 6.810916e-01 6.921311e-01 7.097059e-01 7.295770e-01 7.364656e-01
##  [7631] 7.405281e-01 7.563367e-01 7.515676e-01 7.604875e-01 7.604875e-01
##  [7636] 6.227148e-01 4.603904e-01 4.512938e-01 4.937737e-01 4.065177e-01
##  [7641] 4.369867e-01 4.726663e-01 5.449969e-01 6.005476e-01 6.215667e-01
##  [7646] 6.369337e-01 6.447938e-01 6.519474e-01 6.606906e-01 6.695222e-01
##  [7651] 6.534487e-01 5.086108e-01 4.937737e-01 8.416497e-02 9.432129e-02
##  [7656] 1.409520e-01 4.256822e-02 7.277223e-02 1.305308e-01 2.139009e-01
##  [7661] 2.945333e-01 3.551179e-01 4.221496e-01 4.894463e-01 5.426124e-01
##  [7666] 5.679590e-01 5.971916e-01 6.215667e-01 6.296035e-01 6.447938e-01
##  [7671] 6.606906e-01 6.683741e-01 6.776473e-01 6.848008e-01 6.947805e-01
##  [7676] 6.996379e-01 7.063499e-01 7.113839e-01 7.181842e-01 7.219818e-01
##  [7681] 7.246313e-01 7.295770e-01 7.314316e-01 7.345227e-01 6.606906e-01
##  [7686] 5.824428e-01 5.034002e-01 4.620684e-01 4.946569e-01 2.567341e-01
##  [7691] 1.209927e-01 1.983573e-01 2.667138e-01 3.181136e-01 3.168772e-01
##  [7696] 3.867350e-01 5.152345e-01 4.462598e-01 5.194736e-01 5.327210e-01
##  [7701] 3.258854e-02 1.554358e-02 5.669875e-02 1.133092e-01 1.859931e-01
##  [7706] 2.418087e-01 2.844652e-01 3.263269e-01 3.468162e-01 3.196149e-01
##  [7711] 1.394507e-01 2.366864e-02 7.480350e-02 1.428950e-01 2.058642e-01
##  [7716] 2.058642e-01 5.351939e-02 4.539433e-02 2.446348e-02 7.692308e-02
##  [7721] 1.374194e-01 1.970326e-01 2.562925e-01 3.280049e-01 3.930054e-01
##  [7726] 4.538550e-01 5.152345e-01 4.593306e-01 4.683388e-01 4.767288e-01
##  [7731] 4.937737e-01 5.069328e-01 5.256557e-01 4.767288e-01 2.562925e-01
##  [7736] 2.967411e-01 3.378963e-01 3.704849e-01 3.575024e-01 3.934470e-01
##  [7741] 4.092555e-01 3.312726e-01 1.598516e-02 2.411022e-02 7.851276e-02
##  [7746] 1.059790e-01 4.221496e-02 7.277223e-02 1.185198e-01 1.782213e-01
##  [7751] 2.050693e-01 2.099267e-01 2.456063e-01 2.631811e-01 2.655657e-01
##  [7756] 3.079573e-01 3.634196e-01 4.065177e-01 4.285967e-01 3.551179e-01
##  [7761] 3.698666e-01 3.977744e-01 3.667756e-01 3.718096e-01 3.977744e-01
##  [7766] 4.285967e-01 2.331538e-01 1.069505e-01 1.541994e-01 1.657688e-01
##  [7771] 3.753422e-02 3.506138e-02 4.433454e-02 1.008567e-01 1.717743e-01
##  [7776] 2.116047e-01 1.315906e-01 1.185198e-01 1.492537e-01 1.761901e-01
##  [7781] 2.186700e-01 2.488740e-01 2.902058e-01 3.433719e-01 3.756072e-01
##  [7786] 4.136713e-01 4.671907e-01 4.988077e-01 5.270688e-01 5.699903e-01
##  [7791] 5.938356e-01 6.145898e-01 6.310165e-01 6.486797e-01 6.606906e-01
##  [7796] 6.641349e-01 6.885101e-01 7.149165e-01 7.271041e-01 7.219818e-01
##  [7801] 7.345227e-01 7.494480e-01 7.494480e-01 7.314316e-01 7.604875e-01
##  [7806] 7.747947e-01 7.651682e-01 7.219818e-01 7.405281e-01 2.022432e-01
##  [7811] 4.111101e-01 5.256557e-01 3.867350e-01 1.890842e-01 2.620330e-01
##  [7816] 2.214078e-01 1.646207e-01 2.433101e-01 2.582354e-01 3.474344e-01
##  [7821] 4.231211e-01 5.034002e-01 4.671907e-01 1.369778e-01 1.776914e-01
##  [7826] 2.131061e-01 2.959463e-01 9.635256e-02 5.122317e-03 4.115517e-02
##  [7831] 1.181666e-01 2.204363e-01 3.228826e-01 4.163208e-01 4.937737e-01
##  [7836] 4.538550e-01 5.152345e-01 5.971916e-01 6.129118e-01 6.447938e-01
##  [7841] 6.921311e-01 7.016692e-01 5.352822e-01 6.085843e-01 4.302747e-01
##  [7846] 4.404310e-01 5.971916e-01 6.683741e-01 7.080279e-01 7.381436e-01
##  [7851] 7.622538e-01 7.836262e-01 7.604875e-01 5.505608e-01 7.113839e-01
##  [7856] 7.295770e-01 4.871500e-01 3.426654e-01 5.729930e-01 2.020666e-01
##  [7861] 3.135212e-01 4.997792e-01 4.384880e-01 5.830610e-01 6.606906e-01
##  [7866] 7.045836e-01 7.364656e-01 7.604875e-01 7.815067e-01 7.063499e-01
##  [7871] 7.201272e-01 7.718802e-01 8.097677e-01 8.402367e-01 8.617857e-01
##  [7876] 8.857193e-01 8.935794e-01 8.158615e-01 7.246313e-01 8.097677e-01
##  [7881] 7.694074e-01 7.314316e-01 7.925461e-01 8.158615e-01 8.471253e-01
##  [7886] 8.759163e-01 8.857193e-01 8.972887e-01 9.058553e-01 9.106244e-01
##  [7891] 9.193677e-01 9.244900e-01 9.293473e-01 8.518061e-01 6.787954e-01
##  [7896] 6.629868e-01 7.675528e-01 8.324649e-01 8.759163e-01 8.935794e-01
##  [7901] 9.106244e-01 9.193677e-01 9.151285e-01 9.193677e-01 9.244900e-01
##  [7906] 8.812152e-01 8.158615e-01 8.567517e-01 8.812152e-01 8.720304e-01
##  [7911] 8.471253e-01 8.125055e-01 8.158615e-01 8.567517e-01 7.345227e-01
##  [7916] 7.563367e-01 8.206306e-01 8.360858e-01 8.360858e-01 8.617857e-01
##  [7921] 8.857193e-01 8.972887e-01 9.058553e-01 9.106244e-01 9.193677e-01
##  [7926] 9.244900e-01 9.293473e-01 9.345580e-01 9.390621e-01 9.437428e-01
##  [7931] 9.489535e-01 9.545174e-01 9.595514e-01 8.206306e-01 7.181842e-01
##  [7936] 8.158615e-01 8.617857e-01 7.580147e-01 3.468162e-01 4.937737e-01
##  [7941] 6.606906e-01 6.996379e-01 7.381436e-01 7.747947e-01 8.030557e-01
##  [7946] 8.206306e-01 8.360858e-01 8.567517e-01 8.812152e-01 8.812152e-01
##  [7951] 8.567517e-01 8.675263e-01 8.857193e-01 9.009097e-01 9.244900e-01
##  [7956] 9.244900e-01 9.293473e-01 9.106244e-01 7.080279e-01 7.422944e-01
##  [7961] 7.718802e-01 7.865407e-01 7.974918e-01 8.066767e-01 8.206306e-01
##  [7966] 8.324649e-01 8.360858e-01 8.433277e-01 8.433277e-01 8.471253e-01
##  [7971] 8.567517e-01 8.617857e-01 8.617857e-01 8.617857e-01 8.617857e-01
##  [7976] 8.675263e-01 8.675263e-01 8.360858e-01 7.494480e-01 7.898084e-01
##  [7981] 8.066767e-01 8.246048e-01 8.277842e-01 8.324649e-01 8.277842e-01
##  [7986] 8.360858e-01 8.433277e-01 8.518061e-01 8.617857e-01 8.617857e-01
##  [7991] 8.617857e-01 8.617857e-01 8.617857e-01 8.675263e-01 8.471253e-01
##  [7996] 8.206306e-01 8.206306e-01 8.324649e-01 8.433277e-01 6.085843e-01
##  [8001] 3.691601e-01 3.650093e-01 2.598251e-01 4.157026e-01 4.937737e-01
##  [8006] 5.227413e-01 5.853572e-01 6.310165e-01 6.606906e-01 6.810916e-01
##  [8011] 6.947805e-01 6.655480e-01 5.449969e-01 1.782213e-01 3.067208e-01
##  [8016] 4.057229e-01 4.837057e-01 5.152345e-01 4.937737e-01 4.443169e-01
##  [8021] 5.043716e-01 4.569460e-01 3.258854e-02 7.851276e-02 1.662104e-01
##  [8026] 2.620330e-01 3.524684e-01 3.971562e-01 3.347169e-01 4.034267e-01
##  [8031] 4.579175e-01 4.894463e-01 5.105537e-01 5.367835e-01 6.193588e-01
##  [8036] 6.447938e-01 6.683741e-01 6.947805e-01 7.097059e-01 7.246313e-01
##  [8041] 7.345227e-01 7.441491e-01 7.461803e-01 7.219818e-01 6.606906e-01
##  [8046] 3.280049e-01 8.089729e-02 9.290824e-02 1.487238e-01 2.369513e-01
##  [8051] 2.661839e-01 3.157290e-01 3.537932e-01 3.971562e-01 4.339839e-01
##  [8056] 4.612735e-01 5.034002e-01 5.227413e-01 5.181489e-01 4.097854e-02
##  [8061] 3.656275e-02 1.003268e-01 1.731873e-01 2.382761e-01 2.967411e-01
##  [8066] 3.060143e-01 2.182284e-01 2.587653e-01 3.157290e-01 3.596220e-01
##  [8071] 3.833790e-01 4.557979e-01 4.798198e-01 4.915658e-01 5.086108e-01
##  [8076] 5.505608e-01 5.459684e-01 1.205511e-01 1.679767e-01 2.176102e-01
##  [8081] 2.902058e-01 3.312726e-01 3.679237e-01 4.034267e-01 4.683388e-01
##  [8086] 5.086108e-01 5.105537e-01 3.718096e-01 3.901793e-01 4.254173e-01
##  [8091] 4.603904e-01 4.824693e-01 4.739910e-01 4.538550e-01 5.056081e-01
##  [8096] 5.449969e-01 5.243310e-01 3.901793e-01 3.468162e-01 3.977744e-01
##  [8101] 4.023669e-01 4.414025e-01 4.871500e-01 5.214166e-01 5.352822e-01
##  [8106] 5.824428e-01 5.915393e-01 5.971916e-01 6.075245e-01 6.310165e-01
##  [8111] 1.471342e-01 1.526980e-01 4.795549e-02 8.089729e-02 3.091054e-03
##  [8116] 9.361477e-03 5.563896e-02 1.153405e-01 1.678001e-01 2.235273e-01
##  [8121] 7.851276e-02 2.631811e-02 9.184845e-02 1.537578e-01 2.165504e-01
##  [8126] 2.176102e-01 9.290824e-02 1.564956e-01 2.069240e-01 2.620330e-01
##  [8131] 3.207630e-01 3.590038e-01 4.074892e-01 4.473196e-01 4.557979e-01
##  [8136] 4.034267e-01 4.810563e-01 5.113486e-01 5.181489e-01 4.946569e-01
##  [8141] 2.488740e-01 2.574406e-01 3.092820e-01 2.733375e-01 3.303895e-01
##  [8146] 3.117548e-01 2.517001e-01 1.863464e-02 6.844476e-02 1.336218e-01
##  [8151] 1.965027e-01 2.647708e-01 3.347169e-01 1.598516e-02 2.773117e-02
##  [8156] 8.292855e-02 8.743266e-02 8.416497e-02 1.103065e-01 1.794577e-01
##  [8161] 2.426036e-01 3.050428e-01 1.917336e-01 1.159587e-01 8.902234e-02
##  [8166] 9.962024e-02 1.662104e-01 1.742471e-01 8.902234e-02 4.256822e-02
##  [8171] 8.213371e-02 1.434249e-01 1.989755e-01 3.091054e-02 5.722865e-02
##  [8176] 1.085401e-01 1.754835e-01 2.433101e-01 3.107834e-01 3.704849e-01
##  [8181] 3.698666e-01 4.545615e-01 5.119668e-01 5.491478e-01 3.333039e-01
##  [8186] 4.683388e-01 5.367835e-01 3.190850e-01 4.557979e-01 5.505608e-01
##  [8191] 5.684889e-01 6.029321e-01 3.786982e-01 2.131061e-01 3.943301e-01
##  [8196] 4.988077e-01 5.639848e-01 6.161795e-01 6.555683e-01 4.593306e-01
##  [8201] 2.186700e-01 3.948600e-01 3.989225e-01 4.718714e-01 5.505608e-01
##  [8206] 6.161795e-01 6.683741e-01 6.996379e-01 7.271041e-01 7.494480e-01
##  [8211] 7.694074e-01 7.898084e-01 8.066767e-01 8.066767e-01 6.776473e-01
##  [8216] 6.745562e-01 7.542171e-01 7.974918e-01 8.066767e-01 8.097677e-01
##  [8221] 8.324649e-01 5.165592e-01 7.201272e-01 8.001413e-01 8.402367e-01
##  [8226] 8.675263e-01 4.739910e-01 6.572463e-01 7.651682e-01 8.097677e-01
##  [8231] 7.651682e-01 7.898084e-01 8.277842e-01 8.759163e-01 8.972887e-01
##  [8236] 2.760752e-01 5.623951e-01 7.045836e-01 7.651682e-01 7.747947e-01
##  [8241] 7.201272e-01 7.794754e-01 7.925461e-01 6.713768e-01 6.486797e-01
##  [8246] 7.475934e-01 7.948424e-01 8.246048e-01 8.518061e-01 8.857193e-01
##  [8251] 9.009097e-01 9.244900e-01 9.244900e-01 8.893403e-01 8.857193e-01
##  [8256] 9.106244e-01 9.244900e-01 9.345580e-01 9.437428e-01 9.545174e-01
##  [8261] 9.595514e-01 9.705025e-01 9.753599e-01 9.788042e-01 9.797757e-01
##  [8266] 9.827784e-01 6.800318e-01 7.461803e-01 8.125055e-01 8.972887e-01
##  [8271] 9.437428e-01 7.925461e-01 5.824428e-01 7.422944e-01 8.158615e-01
##  [8276] 8.720304e-01 9.009097e-01 9.193677e-01 9.345580e-01 9.437428e-01
##  [8281] 9.545174e-01 9.642321e-01 9.705025e-01 9.753599e-01 9.788042e-01
##  [8286] 9.817186e-01 9.840148e-01 9.861344e-01 9.876358e-01 9.895787e-01
##  [8291] 9.919633e-01 9.939062e-01 9.954959e-01 9.959375e-01 9.926698e-01
##  [8296] 9.753599e-01 9.489535e-01 9.058553e-01 8.471253e-01 8.972887e-01
##  [8301] 9.244900e-01 8.617857e-01 8.720304e-01 8.759163e-01 8.812152e-01
##  [8306] 6.348141e-01 5.699903e-01 7.542171e-01 8.360858e-01 8.893403e-01
##  [8311] 9.545174e-01 9.705025e-01 9.705025e-01 9.705025e-01 9.595514e-01
##  [8316] 9.545174e-01 9.705025e-01 9.788042e-01 9.788042e-01 7.113839e-01
##  [8321] 6.265124e-01 7.364656e-01 7.948424e-01 8.246048e-01 6.519474e-01
##  [8326] 4.569460e-01 6.129118e-01 6.848008e-01 7.149165e-01 7.422944e-01
##  [8331] 7.718802e-01 7.974918e-01 8.125055e-01 8.324649e-01 7.515676e-01
##  [8336] 7.016692e-01 7.441491e-01 6.215667e-01 1.926168e-01 2.978009e-01
##  [8341] 4.221496e-01 5.105537e-01 5.838559e-01 6.310165e-01 6.369337e-01
##  [8346] 1.546410e-01 1.214342e-01 2.464894e-01 3.537932e-01 4.239159e-01
##  [8351] 3.507904e-01 3.396626e-01 3.107834e-01 3.756072e-01 4.355736e-01
##  [8356] 4.718714e-01 1.229356e-01 1.169301e-01 1.405988e-01 1.069505e-01
##  [8361] 1.843151e-01 2.497571e-01 3.107834e-01 3.650093e-01 3.347169e-01
##  [8366] 3.568842e-01 3.663340e-01 4.111101e-01 4.398128e-01 4.065177e-01
##  [8371] 3.989225e-01 4.404310e-01 4.744326e-01 5.753776e-01 5.181489e-01
##  [8376] 5.034002e-01 5.679590e-01 5.569195e-01 6.250110e-01 6.161795e-01
##  [8381] 5.632783e-01 4.414025e-01 3.263269e-01 4.053696e-02 8.513645e-02
##  [8386] 1.336218e-01 1.995937e-01 2.567341e-01 2.876446e-01 1.757485e-02
##  [8391] 3.753422e-02 9.811887e-02 1.533163e-01 2.229091e-01 2.406606e-01
##  [8396] 3.060143e-01 3.777268e-01 4.174689e-01 4.369867e-01 4.671907e-01
##  [8401] 3.168772e-01 1.174600e-02 1.245253e-02 3.400159e-02 6.632518e-02
##  [8406] 1.187848e-01 1.731873e-01 2.302393e-01 2.655657e-01 2.550561e-01
##  [8411] 2.082487e-01 2.631811e-01 3.426654e-01 3.803762e-01 3.989225e-01
##  [8416] 4.603904e-01 5.478230e-01 5.824428e-01 6.045218e-01 6.215667e-01
##  [8421] 6.296035e-01 6.369337e-01 6.369337e-01 6.447938e-01 6.519474e-01
##  [8426] 6.606906e-01 6.606906e-01 6.606906e-01 6.683741e-01 6.129118e-01
##  [8431] 5.426124e-01 5.019871e-01 5.505608e-01 5.989579e-01 6.369337e-01
##  [8436] 1.148989e-01 9.891372e-02 1.977391e-01 2.681268e-01 3.181136e-01
##  [8441] 3.643911e-01 4.355736e-01 4.705467e-01 5.019871e-01 5.181489e-01
##  [8446] 5.548883e-01 5.742294e-01 5.888899e-01 6.045218e-01 6.215667e-01
##  [8451] 6.369337e-01 6.447938e-01 4.692219e-01 8.292855e-02 5.563896e-03
##  [8456] 2.799611e-02 8.416497e-02 1.409520e-01 1.928817e-01 2.412788e-01
##  [8461] 2.792546e-01 2.538197e-01 2.592069e-01 2.743089e-01 1.717743e-01
##  [8466] 3.011569e-02 4.433454e-02 6.040802e-02 1.678001e-02 4.353970e-02
##  [8471] 9.290824e-02 1.321205e-01 6.261591e-02 2.146074e-02 3.258854e-02
##  [8476] 2.631811e-02 2.773117e-02 4.477612e-02 8.628455e-02 1.352115e-01
##  [8481] 1.768966e-01 2.313874e-01 2.934735e-01 3.474344e-01 3.943301e-01
##  [8486] 4.074892e-01 4.126115e-01 4.661309e-01 4.798198e-01 4.285967e-01
##  [8491] 4.285967e-01 3.606818e-01 1.704495e-01 2.247638e-01 2.719244e-01
##  [8496] 1.307074e-01 1.516383e-01 7.365539e-02 3.444317e-02 5.519739e-02
##  [8501] 9.741235e-02 1.575554e-01 1.859931e-01 2.406606e-01 2.920604e-01
##  [8506] 3.369248e-01 3.786982e-01 4.186170e-01 4.633048e-01 4.988077e-01
##  [8511] 5.327210e-01 5.181489e-01 5.105537e-01 5.548883e-01 5.938356e-01
##  [8516] 6.145898e-01 6.176808e-01 6.296035e-01 6.555683e-01 6.543319e-01
##  [8521] 6.029321e-01 3.347169e-01 4.557979e-01 5.194736e-01 3.474344e-01
##  [8526] 1.221408e-01 8.628455e-02 1.526980e-01 2.048927e-02 5.740528e-03
##  [8531] 1.148106e-03 1.077453e-02 5.351939e-02 7.074097e-02 1.190497e-01
##  [8536] 1.816656e-01 2.360682e-01 3.135212e-01 3.496423e-01 4.086373e-01
##  [8541] 4.671907e-01 3.901793e-01 4.092555e-01 3.855869e-01 1.789278e-01
##  [8546] 2.282964e-01 2.996556e-01 3.817010e-01 3.881480e-01 4.074892e-01
##  [8551] 4.302747e-01 2.229091e-01 4.680738e-03 5.519739e-02 7.939592e-02
##  [8556] 2.587653e-02 6.323413e-02 1.456328e-01 4.177338e-02 5.519739e-02
##  [8561] 1.319438e-01 2.335953e-01 3.551179e-01 4.111101e-01 9.741235e-02
##  [8566] 1.174600e-02 1.236421e-03 4.433454e-02 7.365539e-02 1.029762e-01
##  [8571] 1.346816e-01 1.209927e-01 2.040979e-01 2.902058e-01 4.013071e-01
##  [8576] 4.905060e-01 5.478230e-01 5.971916e-01 6.369337e-01 6.683741e-01
##  [8581] 6.947805e-01 7.080279e-01 7.295770e-01 7.461803e-01 7.651682e-01
##  [8586] 7.718802e-01 6.776473e-01 5.971916e-01 4.414025e-01 4.433454e-02
##  [8591] 3.532633e-04 4.680738e-03 2.843769e-02 8.513645e-02 5.519739e-02
##  [8596] 1.639142e-01 3.037181e-01 4.221496e-01 5.291884e-01 5.971916e-01
##  [8601] 6.369337e-01 6.776473e-01 6.947805e-01 7.045836e-01 6.848008e-01
##  [8606] 6.683741e-01 6.947805e-01 7.515676e-01 7.747947e-01 6.296035e-01
##  [8611] 6.848008e-01 7.219818e-01 7.604875e-01 4.221496e-01 5.152345e-01
##  [8616] 6.129118e-01 6.683741e-01 7.233065e-01 7.515676e-01 7.651682e-01
##  [8621] 7.345227e-01 4.767288e-01 2.080721e-01 3.833790e-01 5.591274e-01
##  [8626] 6.145898e-01 6.900115e-01 7.097059e-01 7.381436e-01 7.580147e-01
##  [8631] 7.766493e-01 8.030557e-01 8.206306e-01 8.246048e-01 8.567517e-01
##  [8636] 8.675263e-01 8.759163e-01 9.009097e-01 9.151285e-01 4.954517e-02
##  [8641] 7.939592e-02 3.216462e-01 4.000707e-01 4.355736e-01 2.252053e-01
##  [8646] 1.042127e-02 3.559127e-02 6.844476e-02 1.187848e-01 3.060143e-01
##  [8651] 4.384880e-01 5.437605e-01 6.176808e-01 6.695222e-01 7.113839e-01
##  [8656] 7.441491e-01 7.563367e-01 7.675528e-01 7.622538e-01 6.810916e-01
##  [8661] 7.604875e-01 7.694074e-01 2.967411e-02 1.018281e-01 2.623863e-01
##  [8666] 3.771085e-01 1.258500e-01 1.922635e-01 2.456063e-01 2.176102e-01
##  [8671] 2.705113e-01 1.272631e-01 1.662104e-01 2.390709e-01 2.502870e-01
##  [8676] 2.733375e-01 3.433719e-01 3.216462e-01 2.929436e-01 3.634196e-01
##  [8681] 4.174689e-01 4.718714e-01 5.181489e-01 5.548883e-01 5.863287e-01
##  [8686] 6.161795e-01 6.369337e-01 6.322529e-01 2.034796e-01 2.866731e-01
##  [8691] 3.643911e-01 3.098119e-01 3.568842e-01 4.057229e-01 4.455533e-01
##  [8696] 4.603904e-01 4.612735e-01 5.113486e-01 5.505608e-01 5.639848e-01
##  [8701] 2.996556e-01 1.758368e-01 2.289146e-01 2.719244e-01 3.312726e-01
##  [8706] 3.747240e-01 4.040449e-01 4.443169e-01 4.798198e-01 2.876446e-01
##  [8711] 1.032412e-01 1.603815e-01 2.267950e-01 2.929436e-01 3.507904e-01
##  [8716] 3.698666e-01 1.324737e-03 2.119580e-02 8.089729e-02 1.421885e-01
##  [8721] 2.063057e-01 2.672437e-01 3.293297e-01 2.207895e-03 6.005476e-03
##  [8726] 5.051665e-02 1.039477e-01 1.625894e-01 2.097501e-01 2.544379e-01
##  [8731] 3.190850e-01 3.643911e-01 2.733375e-01 1.301775e-01 1.816656e-01
##  [8736] 1.968560e-01 2.401307e-01 2.929436e-01 3.285348e-01 3.378963e-01
##  [8741] 3.579440e-01 4.045748e-01 4.503224e-01 4.671907e-01 4.239159e-01
##  [8746] 4.733728e-02 7.851276e-02 1.450146e-01 1.880244e-01 2.338603e-01
##  [8751] 3.060143e-01 3.018635e-01 3.190850e-01 3.468162e-01 3.679237e-01
##  [8756] 4.327475e-01 3.841738e-01 1.827254e-01 2.675969e-02 5.095823e-02
##  [8761] 1.080986e-01 1.731873e-01 2.263534e-01 2.587653e-01 1.185198e-01
##  [8766] 1.199329e-01 1.713327e-01 9.184845e-02 7.074097e-02 2.843769e-02
##  [8771] 6.093791e-03 2.658306e-02 8.089729e-02 1.332686e-01 1.897907e-01
##  [8776] 3.001855e-01 3.396626e-01 4.013071e-01 4.414025e-01 4.894463e-01
##  [8781] 5.291884e-01 5.719332e-01 5.467632e-01 3.244723e-01 2.792546e-01
##  [8786] 3.756072e-01 4.302747e-01 4.894463e-01 5.291884e-01 5.679590e-01
##  [8791] 5.971916e-01 5.679590e-01 4.538550e-01 3.833790e-01 4.538550e-01
##  [8796] 4.767288e-01 4.894463e-01 5.152345e-01 5.291884e-01 7.365539e-02
##  [8801] 3.965380e-02 1.029762e-01 4.680738e-03 6.888634e-03 4.716065e-02
##  [8806] 9.758898e-02 1.360947e-01 1.737172e-01 2.151373e-01 2.456063e-01
##  [8811] 2.855250e-01 3.237658e-01 4.149960e-01 4.302747e-01 4.369867e-01
##  [8816] 4.157026e-01 3.181136e-01 6.844476e-02 1.050075e-01 1.544644e-01
##  [8821] 1.621478e-01 1.983573e-01 2.371280e-01 2.743089e-01 2.866731e-01
##  [8826] 2.520533e-01 1.947364e-01 6.968118e-02 5.422591e-02 5.669875e-02
##  [8831] 6.729665e-02 3.179369e-03 2.163738e-02 4.053696e-02 7.851276e-02
##  [8836] 1.079219e-01 1.346816e-01 1.625894e-01 2.139009e-01 2.592069e-01
##  [8841] 2.825223e-01 2.069240e-01 1.390091e-01 1.789278e-01 9.290824e-02
##  [8846] 9.794224e-02 2.490506e-02 6.968118e-02 1.201978e-01 1.746887e-01
##  [8851] 2.191999e-01 2.792546e-01 2.996556e-01 3.272101e-01 3.795814e-01
##  [8856] 3.948600e-01 3.771085e-01 1.859931e-01 7.365539e-02 7.277223e-02
##  [8861] 7.692308e-02 1.042127e-01 1.301775e-01 1.588802e-01 1.985340e-01
##  [8866] 2.240572e-01 2.855250e-01 3.295946e-01 2.080721e-01 2.737790e-03
##  [8871] 6.623686e-03 4.848538e-02 1.004151e-01 1.533163e-01 2.086903e-01
##  [8876] 2.667138e-01 3.235008e-01 3.663340e-01 4.023669e-01 4.023669e-01
##  [8881] 4.355736e-01 4.848538e-01 1.358297e-01 1.218758e-01 1.968560e-01
##  [8886] 2.672437e-01 3.312726e-01 3.756072e-01 3.867350e-01 3.590038e-01
##  [8891] 4.111101e-01 4.327475e-01 4.661309e-01 4.988077e-01 3.718096e-01
##  [8896] 4.285967e-01 4.776119e-01 5.243310e-01 5.569195e-01 5.560364e-01
##  [8901] 3.560894e-01 4.978363e-01 4.314228e-01 5.194736e-01 2.325355e-01
##  [8906] 1.121611e-02 6.164444e-02 6.164444e-02 6.358739e-03 6.164444e-02
##  [8911] 1.405988e-01 2.325355e-01 3.018635e-01 3.841738e-01 4.057229e-01
##  [8916] 3.890312e-01 5.034002e-01 5.105537e-01 4.603904e-01 5.604522e-01
##  [8921] 3.396626e-01 4.786717e-01 4.848538e-01 5.056081e-01 5.591274e-01
##  [8926] 6.176808e-01 6.606906e-01 6.733198e-01 4.579175e-01 5.095823e-02
##  [8931] 1.474874e-01 2.369513e-01 3.409874e-01 7.480350e-02 4.309812e-02
##  [8936] 9.184845e-02 1.772498e-01 2.765168e-01 3.909741e-01 3.560894e-01
##  [8941] 2.598251e-01 4.318643e-01 5.291884e-01 5.649563e-01 6.238629e-01
##  [8946] 6.713768e-01 6.572463e-01 6.885101e-01 7.314316e-01 7.563367e-01
##  [8951] 7.747947e-01 7.836262e-01 7.815067e-01 8.030557e-01 8.206306e-01
##  [8956] 8.246048e-01 8.324649e-01 8.675263e-01 8.812152e-01 7.563367e-01
##  [8961] 6.075245e-01 7.345227e-01 8.030557e-01 8.324649e-01 8.617857e-01
##  [8966] 8.206306e-01 6.534487e-01 7.622538e-01 8.206306e-01 8.518061e-01
##  [8971] 8.617857e-01 8.471253e-01 8.518061e-01 7.651682e-01 6.261591e-02
##  [8976] 1.172834e-01 3.285348e-01 4.871500e-01 5.165592e-01 4.384880e-01
##  [8981] 5.797933e-01 6.534487e-01 6.947805e-01 6.572463e-01 6.956637e-01
##  [8986] 7.494480e-01 7.766493e-01 7.974918e-01 7.494480e-01 6.265124e-01
##  [8991] 7.271041e-01 6.800318e-01 7.233065e-01 7.718802e-01 7.974918e-01
##  [8996] 8.158615e-01 8.402367e-01 5.227413e-01 5.604522e-01 7.771792e-03
##  [9001] 6.420560e-02 2.151373e-01 3.771085e-01 4.962466e-01 5.768789e-01
##  [9006] 6.310165e-01 6.695222e-01 6.978716e-01 5.863287e-01 3.323324e-01
##  [9011] 5.632783e-01 6.502694e-01 6.978716e-01 7.295770e-01 7.461803e-01
##  [9016] 7.675528e-01 7.865407e-01 2.517001e-01 2.817275e-02 7.851276e-02
##  [9021] 2.058642e-01 3.409874e-01 4.493509e-01 5.336042e-01 5.824428e-01
##  [9026] 6.310165e-01 4.122582e-01 8.478318e-03 6.968118e-02 1.698313e-01
##  [9031] 2.774883e-01 3.890312e-01 4.718714e-01 5.346640e-01 5.784686e-01
##  [9036] 6.176808e-01 6.534487e-01 6.215667e-01 5.579793e-01 6.418794e-01
##  [9041] 6.863022e-01 7.098825e-01 7.117372e-01 7.297536e-01 7.516559e-01
##  [9046] 7.695840e-01 7.799170e-01 7.869822e-01 7.951956e-01 7.950190e-01
##  [9051] 8.034973e-01 8.071183e-01 8.003179e-01 7.064382e-01 6.900115e-01
##  [9056] 6.921311e-01 6.458536e-01 6.621920e-01 1.989755e-01 3.358651e-01
##  [9061] 4.473196e-01 5.235362e-01 5.729930e-01 5.478230e-01 5.181489e-01
##  [9066] 5.623951e-01 5.888899e-01 6.075245e-01 3.079573e-01 1.148989e-01
##  [9071] 2.631811e-01 3.736642e-01 4.339839e-01 3.795814e-01 2.612382e-01
##  [9076] 1.332686e-01 1.937649e-01 2.620330e-01 3.409874e-01 4.186170e-01
##  [9081] 4.726663e-01 5.056081e-01 3.369248e-01 2.582354e-01 3.333039e-01
##  [9086] 3.881480e-01 4.199417e-01 4.482911e-01 3.698666e-01 1.900556e-01
##  [9091] 7.577497e-02 1.050958e-01 1.596750e-01 2.063057e-01 2.352733e-01
##  [9096] 1.678001e-01 1.832553e-01 2.198181e-01 1.657688e-01 1.906738e-01
##  [9101] 2.275015e-01 7.277223e-02 8.902234e-02 1.421002e-01 2.050693e-01
##  [9106] 2.685684e-01 3.293297e-01 2.967411e-01 2.331538e-01 2.631811e-01
##  [9111] 1.282346e-01 4.901528e-02 8.416497e-02 1.142807e-01 1.639142e-01
##  [9116] 2.182284e-01 2.743089e-01 3.092820e-01 3.575024e-01 3.795814e-01
##  [9121] 4.671907e-01 4.314228e-01 4.149960e-01 2.186700e-01 1.312373e-01
##  [9126] 2.003003e-01 2.602667e-01 3.320675e-01 4.221496e-01 3.718096e-01
##  [9131] 4.272719e-01 4.612735e-01 4.859136e-01 5.152345e-01 4.493509e-01
##  [9136] 5.422591e-02 3.620949e-03 3.797580e-03 2.773117e-02 2.905590e-02
##  [9141] 4.901528e-02 9.432129e-02 3.700433e-02 1.059790e-03 3.197033e-02
##  [9146] 2.305043e-02 5.422591e-02 9.900203e-02 1.438665e-01 2.302393e-01
##  [9151] 2.608849e-01 2.608849e-01 3.507904e-01 4.314228e-01 4.065177e-01
##  [9156] 5.019871e-01 4.579175e-01 4.473196e-01 4.683388e-01 6.045218e-01
##  [9161] 6.145898e-01 6.145898e-01 6.145898e-01 6.145898e-01 5.971916e-01
##  [9166] 5.888899e-01 5.784686e-01 5.623951e-01 5.291884e-01 3.948600e-01
##  [9171] 1.470458e-01 3.965380e-02 1.368895e-02 6.261591e-02 1.144573e-01
##  [9176] 1.663870e-01 7.692308e-02 3.903559e-02 7.692308e-02 1.077453e-01
##  [9181] 1.586152e-01 2.257352e-01 2.724543e-01 2.108982e-01 2.182284e-01
##  [9186] 2.620330e-01 2.855250e-01 3.079573e-01 3.568842e-01 4.000707e-01
##  [9191] 3.809061e-01 3.901793e-01 4.339839e-01 4.545615e-01 4.937737e-01
##  [9196] 4.426389e-01 4.230328e-01 1.136625e-01 3.002738e-03 4.539433e-02
##  [9201] 1.023580e-01 1.500486e-01 1.952663e-01 2.544379e-01 3.037181e-01
##  [9206] 3.426654e-01 3.606818e-01 3.771085e-01 3.621832e-01 3.196149e-01
##  [9211] 2.765168e-01 2.743089e-01 3.157290e-01 9.635256e-02 5.016338e-02
##  [9216] 8.628455e-02 1.170185e-01 1.499603e-01 1.616179e-02 2.031264e-03
##  [9221] 3.815243e-02 8.902234e-02 1.450146e-01 1.286761e-01 1.127793e-01
##  [9226] 9.635256e-02 5.148812e-02 9.635256e-02 1.405988e-01 1.847567e-01
##  [9231] 2.488740e-01 3.092820e-01 3.621832e-01 4.111101e-01 4.443169e-01
##  [9236] 4.859136e-01 5.243310e-01 5.591274e-01 5.824428e-01 5.938356e-01
##  [9241] 6.085843e-01 6.227148e-01 6.310165e-01 6.103506e-01 3.060143e-01
##  [9246] 2.792546e-01 2.090435e-01 1.417469e-01 1.965027e-01 2.631811e-01
##  [9251] 3.263269e-01 3.320675e-01 3.396626e-01 3.809061e-01 3.989225e-01
##  [9256] 4.384880e-01 4.798198e-01 5.069328e-01 5.235362e-01 5.336042e-01
##  [9261] 5.699903e-01 5.927758e-01 6.103506e-01 5.591274e-01 5.971916e-01
##  [9266] 6.265124e-01 4.327475e-01 4.557979e-01 5.119668e-01 5.560364e-01
##  [9271] 5.888899e-01 1.332686e-01 1.413053e-01 2.517001e-01 3.141394e-01
##  [9276] 2.440166e-01 2.760752e-01 3.190850e-01 3.841738e-01 3.971562e-01
##  [9281] 3.386028e-01 4.254173e-01 4.705467e-01 5.270688e-01 5.719332e-01
##  [9286] 5.548883e-01 5.367835e-01 6.017840e-01 6.193588e-01 1.808708e-01
##  [9291] 4.199417e-01 5.165592e-01 5.938356e-01 5.389914e-01 3.157290e-01
##  [9296] 5.569195e-01 6.238629e-01 6.683741e-01 6.800318e-01 6.502694e-01
##  [9301] 7.047602e-01 7.366422e-01 7.583679e-01 7.795637e-01 7.769142e-01
##  [9306] 7.751479e-01 7.930760e-01 8.159498e-01 8.362625e-01 8.574583e-01
##  [9311] 8.816568e-01 8.818334e-01 8.248697e-01 6.863022e-01 7.794754e-01
##  [9316] 8.366157e-01 8.760046e-01 8.675263e-01 7.276340e-01 7.753246e-01
##  [9321] 5.699903e-01 4.705467e-01 7.016692e-01 7.679943e-01 8.006712e-01
##  [9326] 4.967765e-01 4.186170e-01 4.915658e-01 5.888899e-01 5.327210e-01
##  [9331] 6.405546e-01 6.572463e-01 7.000795e-01 6.996379e-01 7.168595e-01
##  [9336] 7.841561e-01 8.161265e-01 8.361742e-01 7.903382e-01 7.818599e-01
##  [9341] 7.248079e-01 7.770909e-01 8.246048e-01 8.409432e-01 7.019341e-01
##  [9346] 8.129471e-01 8.522476e-01 8.979952e-01 9.550472e-01 9.756248e-01
##  [9351] 9.708558e-01 9.548706e-01 9.551356e-01 9.832200e-01 9.880774e-01
##  [9356] 9.903736e-01 9.903736e-01 9.877241e-01 9.651153e-01 9.758015e-01
##  [9361] 9.546940e-01 9.651153e-01 9.440961e-01 8.209838e-01 5.119668e-01
##  [9366] 6.947805e-01 7.750596e-01 8.211605e-01 8.622273e-01 8.896052e-01
##  [9371] 8.624923e-01 7.465336e-01 7.624305e-01 7.722335e-01 7.679060e-01
##  [9376] 6.999029e-01 7.365539e-01 7.868939e-01 8.246931e-01 8.572816e-01
##  [9381] 8.901351e-01 9.194560e-01 9.402102e-01 9.600813e-01 9.753599e-01
##  [9386] 9.818069e-01 9.847214e-01 9.863110e-01 9.878124e-01 9.891372e-01
##  [9391] 9.891372e-01 9.891372e-01 9.896670e-01 9.913450e-01 9.923165e-01
##  [9396] 9.923165e-01 9.923165e-01 9.932880e-01 9.935529e-01 9.935529e-01
##  [9401] 9.935529e-01 9.913450e-01 9.841032e-01 9.643204e-01 9.198976e-01
##  [9406] 9.351762e-01 9.397686e-01 9.548706e-01 9.789808e-01 9.898437e-01
##  [9411] 9.923165e-01 9.014395e-01 7.384969e-01 7.478583e-01 8.125938e-01
##  [9416] 8.402367e-01 8.248697e-01 8.572816e-01 8.894286e-01 9.106244e-01
##  [9421] 9.244900e-01 9.546940e-01 9.706791e-01 9.811887e-01 9.862227e-01
##  [9426] 9.441844e-01 8.683211e-01 7.407048e-01 6.447938e-01 4.221496e-01
##  [9431] 2.047161e-01 2.698048e-01 4.692219e-01 5.591274e-01 6.348141e-01
##  [9436] 6.824163e-01 7.149165e-01 6.393182e-01 6.534487e-01 6.960170e-01
##  [9441] 7.247196e-01 7.462687e-01 7.608408e-01 7.654332e-01 5.437605e-01
##  [9446] 4.493509e-01 5.478230e-01 6.250110e-01 6.683741e-01 6.900115e-01
##  [9451] 6.265124e-01 2.116047e-01 1.704495e-01 3.409874e-01 4.545615e-01
##  [9456] 5.367835e-01 5.853572e-01 6.029321e-01 6.176808e-01 6.103506e-01
##  [9461] 6.606906e-01 6.519474e-01 6.369337e-01 3.777268e-01 7.241897e-03
##  [9466] 1.042127e-02 8.416497e-02 1.546410e-01 2.478142e-01 2.448998e-01
##  [9471] 2.681268e-01 3.426654e-01 4.122582e-01 4.962466e-01 5.152345e-01
##  [9476] 5.548883e-01 5.971916e-01 6.296035e-01 6.848008e-01 7.149165e-01
##  [9481] 6.947805e-01 6.776473e-01 6.848008e-01 7.045836e-01 7.233065e-01
##  [9486] 7.542171e-01 7.651682e-01 7.542171e-01 7.233065e-01 6.606906e-01
##  [9491] 2.705113e-01 6.729665e-02 1.090700e-01 1.533163e-01 8.513645e-02
##  [9496] 7.939592e-02 1.016515e-01 1.106597e-01 5.148812e-02 1.324737e-02
##  [9501] 3.903559e-02 7.277223e-02 1.134858e-01 1.737172e-01 2.247638e-01
##  [9506] 2.620330e-01 3.135212e-01 3.433719e-01 3.679237e-01 4.057229e-01
##  [9511] 1.558774e-01 1.535812e-01 2.097501e-01 2.073655e-01 1.527864e-02
##  [9516] 5.669875e-02 1.090700e-01 1.583503e-01 2.105449e-01 1.201095e-02
##  [9521] 3.091054e-02 7.692308e-02 1.367129e-01 1.995937e-01 2.369513e-01
##  [9526] 2.028614e-01 1.579970e-01 1.965027e-01 2.440166e-01 2.902058e-01
##  [9531] 2.934735e-01 3.127263e-01 2.478142e-01 2.887927e-01 3.320675e-01
##  [9536] 3.756072e-01 4.040449e-01 4.545615e-01 4.894463e-01 5.152345e-01
##  [9541] 5.426124e-01 5.679590e-01 5.291884e-01 3.943301e-01 2.929436e-01
##  [9546] 3.303895e-01 4.355736e-01 3.809061e-01 4.136713e-01 4.503224e-01
##  [9551] 4.726663e-01 5.165592e-01 5.560364e-01 5.824428e-01 6.405546e-01
##  [9556] 5.719332e-01 5.899497e-01 4.776119e-01 3.433719e-01 4.239159e-01
##  [9561] 4.569460e-01 4.661309e-01 4.937737e-01 5.256557e-01 5.214166e-01
##  [9566] 5.313963e-01 5.684889e-01 2.176102e-01 1.025347e-01 8.292855e-02
##  [9571] 1.215226e-01 1.910271e-01 2.464894e-01 3.157290e-01 3.485825e-01
##  [9576] 4.369867e-01 4.744326e-01 5.034002e-01 5.426124e-01 5.632783e-01
##  [9581] 5.742294e-01 5.899497e-01 6.129118e-01 6.296035e-01 6.176808e-01
##  [9586] 6.405546e-01 6.534487e-01 5.853572e-01 5.863287e-01 5.888899e-01
##  [9591] 4.705467e-01 4.443169e-01 4.455533e-01 1.504018e-01 7.365539e-02
##  [9596] 1.023580e-01 1.671818e-01 2.296211e-01 2.996556e-01 3.251788e-01
##  [9601] 3.615650e-01 3.295946e-01 3.855869e-01 4.034267e-01 4.398128e-01
##  [9606] 4.837057e-01 5.165592e-01 5.302482e-01 1.139274e-02 1.828137e-02
##  [9611] 7.365539e-02 1.341517e-01 1.662104e-01 2.263534e-01 2.939150e-01
##  [9616] 3.691601e-01 4.221496e-01 4.683388e-01 5.069328e-01 4.915658e-01
##  [9621] 5.214166e-01 5.591274e-01 5.915393e-01 6.250110e-01 6.502694e-01
##  [9626] 6.655480e-01 6.824163e-01 6.713768e-01 4.962466e-01 5.784686e-01
##  [9631] 6.193588e-01 2.282964e-01 1.838735e-01 2.222026e-01 2.116047e-01
##  [9636] 1.832553e-01 1.596750e-01 2.086903e-01 2.829639e-01 3.704849e-01
##  [9641] 4.339839e-01 4.848538e-01 4.905060e-01 4.443169e-01 5.459684e-01
##  [9646] 6.054932e-01 6.502694e-01 6.629868e-01 6.961936e-01 6.885101e-01
##  [9651] 4.905060e-01 5.548883e-01 5.569195e-01 6.129118e-01 6.655480e-01
##  [9656] 6.962819e-01 7.149165e-01 7.184492e-01 7.478583e-01 7.721452e-01
##  [9661] 7.899850e-01 8.035856e-01 8.208072e-01 8.405016e-01 8.620507e-01
##  [9666] 8.816568e-01 8.765345e-01 8.214254e-01 8.325532e-01 7.346993e-01
##  [9671] 5.491478e-01 6.981365e-01 7.651682e-01 7.381436e-01 1.394507e-01
##  [9676] 1.983573e-01 4.136713e-01 3.157290e-01 4.946569e-01 5.784686e-01
##  [9681] 5.367835e-01 6.161795e-01 7.939592e-02 7.277223e-02 2.011834e-01
##  [9686] 3.378963e-01 4.462598e-01 5.327210e-01 5.927758e-01 6.029321e-01
##  [9691] 1.880244e-01 1.541994e-01 3.190850e-01 4.314228e-01 5.389914e-01
##  [9696] 5.522388e-01 4.426389e-01 6.176808e-01 6.776473e-01 6.921311e-01
##  [9701] 6.621920e-01 7.166829e-01 7.564250e-01 7.800936e-01 7.975801e-01
##  [9706] 8.005829e-01 7.928111e-01 8.031440e-01 7.838029e-01 7.768259e-01
##  [9711] 8.129471e-01 8.474786e-01 8.518944e-01 8.327298e-01 8.617857e-01
##  [9716] 8.862492e-01 8.939327e-01 9.106244e-01 8.407666e-01 7.800936e-01
##  [9721] 8.435044e-01 9.013512e-01 9.193677e-01 9.345580e-01 9.390621e-01
##  [9726] 9.489535e-01 9.595514e-01 9.642321e-01 9.642321e-01 9.705025e-01
##  [9731] 9.753599e-01 9.788042e-01 9.804822e-01 9.827784e-01 9.837499e-01
##  [9736] 9.788042e-01 9.595514e-01 9.299656e-01 9.065619e-01 9.256381e-01
##  [9741] 9.390621e-01 9.114192e-01 8.126822e-01 8.521593e-01 8.974653e-01
##  [9746] 8.367041e-01 7.929877e-01 8.435927e-01 9.016162e-01 9.247549e-01
##  [9751] 9.345580e-01 9.437428e-01 9.159233e-01 4.149960e-01 6.502694e-01
##  [9756] 7.676411e-01 8.280491e-01 8.767994e-01 9.115959e-01 9.437428e-01
##  [9761] 9.598163e-01 9.648503e-01 9.193677e-01 8.433277e-01 7.797404e-01
##  [9766] 8.161265e-01 8.903118e-01 9.205158e-01 8.679679e-01 8.281374e-01
##  [9771] 8.284024e-01 8.360858e-01 8.619624e-01 8.940210e-01 5.152345e-01
##  [9776] 5.784686e-01 6.519474e-01 7.246313e-01 7.677294e-01 8.004946e-01
##  [9781] 8.206306e-01 6.265124e-01 5.915393e-01 6.921311e-01 7.384085e-01
##  [9786] 7.694957e-01 3.251788e-01 2.247638e-01 4.339839e-01 4.384880e-01
##  [9791] 3.333039e-01 4.545615e-01 5.270688e-01 5.742294e-01 6.227148e-01
##  [9796] 6.621920e-01 6.824163e-01 1.095116e-01 1.185198e-01 2.433101e-01
##  [9801] 3.517619e-01 3.771085e-01 1.341517e-01 2.080721e-01 3.037181e-01
##  [9806] 3.867350e-01 4.462598e-01 4.978363e-01 5.227413e-01 5.426124e-01
##  [9811] 5.824428e-01 5.379316e-01 7.851276e-02 1.493420e-01 2.214078e-01
##  [9816] 2.939150e-01 6.420560e-02 4.221496e-02 1.074803e-01 1.816656e-01
##  [9821] 2.401307e-01 3.216462e-01 3.855869e-01 4.254173e-01 4.718714e-01
##  [9826] 5.165592e-01 5.491478e-01 5.768789e-01 6.005476e-01 6.176808e-01
##  [9831] 6.176808e-01 5.729930e-01 5.491478e-01 6.017840e-01 6.193588e-01
##  [9836] 6.348141e-01 6.572463e-01 6.776473e-01 6.900115e-01 6.978716e-01
##  [9841] 7.080279e-01 7.149165e-01 7.046719e-01 6.960170e-01 6.979599e-01
##  [9846] 7.116489e-01 7.203038e-01 7.347876e-01 7.406164e-01 7.465336e-01
##  [9851] 7.581030e-01 7.624305e-01 7.383202e-01 5.426124e-01 5.105537e-01
##  [9856] 5.327210e-01 2.003003e-01 1.608231e-01 2.369513e-01 3.127263e-01
##  [9861] 3.747240e-01 4.122582e-01 2.235273e-01 2.530248e-01 3.181136e-01
##  [9866] 3.615650e-01 3.446083e-01 2.807560e-01 2.774883e-01 6.517707e-02
##  [9871] 9.008213e-02 1.562307e-01 2.313874e-01 2.574406e-01 9.096529e-02
##  [9876] 2.066590e-02 2.163738e-02 3.011569e-02 7.365539e-02 1.280579e-01
##  [9881] 1.742471e-01 2.335953e-01 3.168772e-01 3.117548e-01 3.590038e-01
##  [9886] 4.136713e-01 4.426389e-01 5.449969e-01 4.579175e-01 4.503224e-01
##  [9891] 5.449969e-01 5.069328e-01 5.491478e-01 5.938356e-01 5.927758e-01
##  [9896] 5.927758e-01 6.054932e-01 6.543319e-01 6.776473e-01 7.016692e-01
##  [9901] 7.219818e-01 7.345227e-01 7.461803e-01 7.515676e-01 7.542171e-01
##  [9906] 7.271041e-01 3.634196e-01 2.959463e-01 3.551179e-01 4.111101e-01
##  [9911] 4.767288e-01 5.426124e-01 4.648945e-01 5.519739e-02 6.323413e-02
##  [9916] 1.346816e-01 2.719244e-01 7.480350e-02 3.753422e-02 8.628455e-02
##  [9921] 1.381259e-01 1.274397e-01 3.444317e-03 1.863464e-02 6.420560e-02
##  [9926] 1.209927e-01 1.910271e-01 2.473726e-01 2.996556e-01 3.235008e-01
##  [9931] 2.412788e-01 9.008213e-02 1.066855e-01 1.296476e-01 1.097766e-01
##  [9936] 5.899497e-02 5.519739e-02 7.851276e-02 1.221408e-01 1.588802e-01
##  [9941] 2.490506e-02 5.519739e-02 1.074803e-01 7.480350e-02 5.828844e-03
##  [9946] 3.303012e-02 8.416497e-02 1.233772e-01 1.476640e-01 2.156672e-01
##  [9951] 2.792546e-01 3.263269e-01 2.681268e-01 5.722865e-02 1.390091e-01
##  [9956] 1.910271e-01 2.550561e-01 3.092820e-01 3.590038e-01 4.057229e-01
##  [9961] 4.443169e-01 4.798198e-01 5.034002e-01 1.315906e-01 1.341517e-01
##  [9966] 1.881127e-01 7.506844e-03 3.011569e-02 1.218758e-02 3.338338e-02
##  [9971] 7.577497e-02 1.229356e-01 1.838735e-01 2.440166e-01 3.018635e-01
##  [9976] 3.386028e-01 3.756072e-01 3.736642e-01 2.620330e-01 2.719244e-01
##  [9981] 2.910889e-01 3.333039e-01 3.777268e-01 3.643911e-01 4.221496e-01
##  [9986] 4.692219e-01 4.946569e-01 5.214166e-01 5.679590e-01 5.915393e-01
##  [9991] 6.103506e-01 6.265124e-01 6.470017e-01 6.683741e-01 6.947805e-01
##  [9996] 7.150932e-01 7.345227e-01 5.623951e-01 3.426654e-01 4.086373e-01
## [10001] 3.771085e-01 4.414025e-01 5.034002e-01 5.632783e-01 6.085843e-01
## [10006] 6.486797e-01 6.776473e-01 6.265124e-01 6.519474e-01 6.800318e-01
## [10011] 6.949572e-01 7.296653e-01 7.607525e-01 7.818599e-01 8.033207e-01
## [10016] 6.470017e-01 5.719332e-01 6.502694e-01 6.776473e-01 7.275457e-01
## [10021] 7.680827e-01 7.816833e-01 7.899850e-01 8.284024e-01 8.568401e-01
## [10026] 8.480085e-01 8.406783e-01 8.681445e-01 8.862492e-01 9.010863e-01
## [10031] 9.110660e-01 9.064735e-01 9.116842e-01 9.155701e-01 8.863375e-01
## [10036] 8.814802e-01 9.244900e-01 9.198976e-01 8.938444e-01 9.201625e-01
## [10041] 8.571050e-01 5.989579e-01 7.274574e-01 8.208072e-01 8.858960e-01
## [10046] 9.155701e-01 9.489535e-01 8.365274e-01 6.745562e-01 7.720569e-01
## [10051] 8.481851e-01 9.012629e-01 9.204274e-01 9.107127e-01 8.438576e-01
## [10056] 8.761812e-01 9.058553e-01 9.293473e-01 7.720569e-01 8.903118e-01
## [10061] 9.244900e-01 8.720304e-01 7.018458e-01 8.001413e-01 8.767111e-01
## [10066] 9.153934e-01 9.345580e-01 9.437428e-01 9.245783e-01 6.824163e-01
## [10071] 6.787954e-01 7.770909e-01 7.097942e-01 7.926345e-01 8.765345e-01
## [10076] 9.159233e-01 9.394153e-01 9.402102e-01 8.071183e-01 4.648945e-01
## [10081] 6.555683e-01 6.543319e-01 2.705113e-01 2.117813e-01 3.596220e-01
## [10086] 5.797933e-01 6.885101e-01 7.475934e-01 7.902499e-01 6.405546e-01
## [10091] 6.193588e-01 7.367305e-01 7.840678e-01 1.866113e-01 3.267685e-03
## [10096] 6.517707e-02 1.657688e-01 3.050428e-01 4.443169e-01 5.437605e-01
## [10101] 6.161795e-01 6.733198e-01 7.116489e-01 7.321381e-01 7.319615e-01
## [10106] 7.565133e-01 7.928994e-01 8.164797e-01 8.365274e-01 8.523360e-01
## [10111] 8.724720e-01 8.898702e-01 9.060320e-01 9.198976e-01 9.246666e-01
## [10116] 5.478230e-01 5.548883e-01 7.316965e-01 7.901616e-01 8.034090e-01
## [10121] 8.098560e-01 8.476552e-01 8.768878e-01 8.976420e-01 9.152168e-01
## [10126] 9.253731e-01 9.437428e-01 9.545174e-01 9.595514e-01 9.595514e-01
## [10131] 9.642321e-01 8.476552e-01 7.609291e-01 8.438576e-01 9.016162e-01
## [10136] 9.298772e-01 9.397686e-01 9.595514e-01 9.545174e-01 9.437428e-01
## [10141] 9.595514e-01 9.642321e-01 9.642321e-01 9.348229e-01 9.159233e-01
## [10146] 9.397686e-01 9.253731e-01 9.062086e-01 9.114192e-01 9.355295e-01
## [10151] 9.489535e-01 9.545174e-01 9.595514e-01 9.437428e-01 9.392387e-01
## [10156] 9.303188e-01 9.394153e-01 9.402102e-01 7.466219e-01 4.398128e-01
## [10161] 6.103506e-01 6.310165e-01 6.980482e-01 7.495363e-01 7.898084e-01
## [10166] 8.129471e-01 8.360858e-01 8.436810e-01 8.677029e-01 8.767111e-01
## [10171] 8.813919e-01 8.324649e-01 7.752362e-01 8.101210e-01 8.404133e-01
## [10176] 8.473020e-01 8.571050e-01 8.618741e-01 7.976685e-01 6.572463e-01
## [10181] 6.632518e-02 1.555242e-01 3.181136e-01 4.314228e-01 5.256557e-01
## [10186] 5.753776e-01 6.103506e-01 6.393182e-01 6.641349e-01 6.998145e-01
## [10191] 7.184492e-01 6.418794e-01 5.978981e-02 1.794577e-01 2.920604e-01
## [10196] 4.034267e-01 4.859136e-01 4.633048e-01 4.097854e-02 1.178133e-01
## [10201] 1.937649e-01 2.829639e-01 3.606818e-01 1.811357e-01 2.773117e-02
## [10206] 4.062528e-03 2.552327e-02 6.040802e-02 1.413053e-03 5.298949e-03
## [10211] 5.245960e-02 2.084253e-02 4.539433e-02 1.055374e-01 1.572022e-01
## [10216] 2.156672e-01 2.807560e-01 3.333039e-01 2.156672e-01 9.635256e-02
## [10221] 1.596750e-01 2.247638e-01 2.807560e-01 3.320675e-01 2.412788e-01
## [10226] 2.661839e-01 3.060143e-01 3.358651e-01 3.691601e-01 4.692219e-01
## [10231] 5.824428e-01 5.679590e-01 2.040979e-01 1.302658e-01 1.977391e-01
## [10236] 2.390709e-01 3.079573e-01 6.517707e-02 7.939592e-02 1.407754e-01
## [10241] 1.890842e-01 2.473726e-01 3.098119e-01 3.461097e-01 3.157290e-01
## [10246] 3.228826e-01 4.199417e-01 5.113486e-01 4.810563e-01 4.538550e-01
## [10251] 5.639848e-01 6.075245e-01 6.176808e-01 6.145898e-01 6.129118e-01
## [10256] 3.575024e-01 1.139274e-02 6.729665e-02 6.968118e-02 6.164444e-02
## [10261] 1.091584e-01 9.917866e-02 2.199064e-02 6.712002e-03 6.800318e-03
## [10266] 5.051665e-02 1.020931e-01 1.549943e-01 2.811092e-01 2.939150e-01
## [10271] 2.996556e-01 3.704849e-01 4.186170e-01 4.493509e-01 4.157026e-01
## [10276] 1.859931e-01 1.998587e-01 2.608849e-01 3.426654e-01 2.929436e-01
## [10281] 2.219376e-01 2.667138e-01 2.724543e-01 1.957079e-01 7.692308e-02
## [10286] 1.358297e-01 2.034796e-01 1.337101e-01 1.931467e-01 1.312373e-01
## [10291] 2.905590e-02 1.148106e-02 5.245960e-02 9.758898e-02 1.055374e-01
## [10296] 1.443080e-01 1.900556e-01 1.968560e-01 2.247638e-01 2.712179e-01
## [10301] 3.039830e-01 2.240572e-01 2.412788e-01 2.910889e-01 2.071006e-01
## [10306] 4.627749e-02 2.905590e-02 6.968118e-02 1.118078e-01 1.713327e-01
## [10311] 2.360682e-01 3.018635e-01 3.529983e-01 3.606818e-01 2.792546e-01
## [10316] 2.765168e-01 3.226177e-01 3.524684e-01 3.704849e-01 4.149960e-01
## [10321] 4.744326e-01 4.355736e-01 2.497571e-01 2.526716e-01 3.174954e-01
## [10326] 3.747240e-01 4.199417e-01 4.612735e-01 4.937737e-01 4.837057e-01
## [10331] 5.165592e-01 4.767288e-01 5.214166e-01 5.522388e-01 5.719332e-01
## [10336] 5.915393e-01 6.075245e-01 2.342135e-01 2.406606e-01 3.141394e-01
## [10341] 3.747240e-01 4.254173e-01 4.767288e-01 5.105537e-01 5.270688e-01
## [10346] 1.572022e-01 7.939592e-02 9.290824e-02 1.492537e-01 2.191999e-01
## [10351] 2.855250e-01 3.303895e-01 4.122582e-01 4.718714e-01 5.214166e-01
## [10356] 4.837057e-01 2.401307e-01 2.269717e-02 5.051665e-02 4.733728e-02
## [10361] 8.743266e-02 1.413053e-01 1.765433e-01 1.889958e-02 3.771085e-02
## [10366] 2.269717e-02 4.115517e-02 5.828844e-02 6.632518e-02 9.635256e-02
## [10371] 1.520798e-01 2.257352e-01 3.060143e-01 3.568842e-01 1.577320e-01
## [10376] 2.028614e-01 3.396626e-01 4.262121e-01 2.446348e-02 3.506138e-02
## [10381] 1.162236e-01 2.097501e-01 5.978981e-02 4.097854e-02 1.117195e-01
## [10386] 2.016250e-01 3.027466e-01 4.034267e-01 4.905060e-01 5.194736e-01
## [10391] 5.989579e-01 6.418794e-01 5.352822e-01 2.655657e-01 4.967765e-01
## [10396] 3.679237e-01 4.824693e-01 5.437605e-01 6.017840e-01 6.145898e-01
## [10401] 5.699903e-01 6.103506e-01 6.486797e-01 6.863022e-01 7.021107e-01
## [10406] 6.250110e-01 6.534487e-01 5.797933e-01 2.835821e-01 3.008920e-01
## [10411] 3.691601e-01 5.113486e-01 2.522300e-01 8.292855e-02 1.854632e-01
## [10416] 2.792546e-01 3.162589e-01 4.327475e-01 5.019871e-01 5.824428e-01
## [10421] 6.348141e-01 6.572463e-01 6.683741e-01 7.018458e-01 7.169478e-01
## [10426] 7.424711e-01 7.605758e-01 7.767376e-01 7.476817e-01 5.797933e-01
## [10431] 4.074892e-01 3.559127e-02 7.851276e-02 2.382761e-01 3.954782e-01
## [10436] 4.339839e-01 5.270688e-01 6.029321e-01 5.181489e-01 1.258500e-01
## [10441] 1.782213e-01 3.144043e-02 6.261591e-02 1.603815e-01 2.817275e-01
## [10446] 3.496423e-01 4.455533e-01 5.459684e-01 6.075245e-01 6.486797e-01
## [10451] 6.800318e-01 7.113839e-01 7.272808e-01 7.320498e-01 7.443257e-01
## [10456] 7.606641e-01 7.816833e-01 8.036739e-01 8.282257e-01 8.481851e-01
## [10461] 8.722953e-01 8.898702e-01 9.062086e-01 9.153934e-01 9.204274e-01
## [10466] 9.244900e-01 9.249316e-01 8.898702e-01 7.951073e-01 8.003179e-01
## [10471] 8.434161e-01 8.857193e-01 9.012629e-01 9.059437e-01 9.064735e-01
## [10476] 8.979952e-01 8.165680e-01 8.004063e-01 8.478318e-01 4.318643e-01
## [10481] 5.515323e-01 7.233949e-01 7.479467e-01 4.163208e-01 6.075245e-01
## [10486] 6.997262e-01 7.444140e-01 7.868939e-01 8.209838e-01 8.480085e-01
## [10491] 8.723836e-01 8.862492e-01 8.937561e-01 8.941093e-01 9.106244e-01
## [10496] 9.193677e-01 9.345580e-01 9.390621e-01 9.193677e-01 9.293473e-01
## [10501] 9.151285e-01 9.106244e-01 9.058553e-01 9.293473e-01 9.489535e-01
## [10506] 9.595514e-01 9.642321e-01 9.705025e-01 9.644087e-01 9.642321e-01
## [10511] 9.705025e-01 9.753599e-01 9.788042e-01 9.705025e-01 9.642321e-01
## [10516] 9.595514e-01 9.545174e-01 9.493950e-01 9.493067e-01 9.495717e-01
## [10521] 9.501899e-01 9.501899e-01 9.495717e-01 9.501899e-01 9.502782e-01
## [10526] 9.297889e-01 8.409432e-01 8.404133e-01 8.761812e-01 8.617857e-01
## [10531] 8.474786e-01 8.681445e-01 8.862492e-01 8.977303e-01 9.067385e-01
## [10536] 9.198976e-01 9.253731e-01 9.301422e-01 9.348229e-01 9.355295e-01
## [10541] 9.350879e-01 9.349996e-01 9.303188e-01 9.345580e-01 9.108893e-01
## [10546] 8.567517e-01 7.867173e-01 6.713768e-01 7.065265e-01 7.364656e-01
## [10551] 7.566899e-01 7.799170e-01 7.950190e-01 7.928111e-01 7.679060e-01
## [10556] 7.797404e-01 3.226177e-01 4.327475e-01 5.623951e-01 6.045218e-01
## [10561] 6.393182e-01 6.054932e-01 2.116047e-01 3.107834e-01 4.455533e-01
## [10566] 4.705467e-01 3.433719e-01 4.398128e-01 4.946569e-01 5.915393e-01
## [10571] 5.426124e-01 9.635256e-02 3.815243e-02 1.015632e-02 6.632518e-02
## [10576] 1.396273e-01 1.583503e-01 6.844476e-02 1.934116e-02 3.444317e-02
## [10581] 1.969443e-02 1.801643e-02 6.517707e-02 1.374194e-01 2.306809e-01
## [10586] 5.669875e-02 1.342400e-02 5.828844e-02 7.127086e-02 1.090700e-01
## [10591] 1.662104e-01 2.257352e-01 2.743089e-01 3.568842e-01 3.867350e-01
## [10596] 4.186170e-01 4.648945e-01 3.795814e-01 3.663340e-01 1.395390e-02
## [10601] 2.658306e-02 8.902234e-02 1.229356e-01 5.351939e-02 1.000618e-01
## [10606] 1.533163e-01 2.165504e-01 2.902058e-01 4.013071e-01 4.648945e-01
## [10611] 4.894463e-01 5.019871e-01 5.152345e-01 5.291884e-01 5.548883e-01
## [10616] 5.214166e-01 4.545615e-01 5.069328e-01 5.214166e-01 5.449969e-01
## [10621] 1.922635e-01 6.040802e-02 1.387441e-01 2.275015e-01 2.602667e-01
## [10626] 2.592069e-01 3.135212e-01 3.881480e-01 4.661309e-01 4.493509e-01
## [10631] 3.786982e-01 1.368895e-02 2.799611e-02 2.967411e-02 7.506844e-03
## [10636] 3.197033e-02 7.577497e-02 1.239071e-01 1.859931e-01 2.497571e-01
## [10641] 3.157290e-01 3.079573e-01 1.657688e-01 2.390709e-01 2.996556e-01
## [10646] 3.001855e-01 3.771085e-01 4.426389e-01 4.243575e-01 4.045748e-01
## [10651] 3.954782e-01 3.679237e-01 3.971562e-01 4.426389e-01 5.214166e-01
## [10656] 5.092290e-01 4.871500e-01 4.859136e-01 5.165592e-01 5.459684e-01
## [10661] 5.623951e-01 5.915393e-01 6.029321e-01 6.238629e-01 6.447938e-01
## [10666] 6.486797e-01 6.486797e-01 6.534487e-01 6.348141e-01 6.502694e-01
## [10671] 6.606906e-01 6.695222e-01 6.900115e-01 6.963702e-01 7.045836e-01
## [10676] 7.150049e-01 7.113839e-01 3.803762e-01 1.181666e-01 1.926168e-01
## [10681] 1.682416e-01 1.394507e-01 2.028614e-01 2.382761e-01 2.608849e-01
## [10686] 1.466926e-01 7.127086e-02 1.280579e-01 1.709794e-01 1.957079e-01
## [10691] 2.263534e-01 2.325355e-01 2.705113e-01 1.577320e-01 1.572022e-01
## [10696] 2.116047e-01 2.426036e-01 1.727457e-01 1.307074e-01 1.866113e-01
## [10701] 2.320057e-01 2.807560e-01 2.972710e-01 2.122229e-01 1.900556e-01
## [10706] 1.942948e-01 2.360682e-01 2.817275e-01 3.347169e-01 3.916807e-01
## [10711] 4.369867e-01 4.163208e-01 4.426389e-01 2.934735e-01 6.844476e-02
## [10716] 7.851276e-02 1.766316e-03 8.831582e-03 4.221496e-02 3.523801e-02
## [10721] 7.692308e-02 1.178133e-01 1.937649e-01 2.602667e-01 2.517001e-01
## [10726] 3.320675e-01 3.890312e-01 4.302747e-01 4.355736e-01 3.141394e-01
## [10731] 4.239159e-01 4.837057e-01 5.256557e-01 5.604522e-01 5.899497e-01
## [10736] 6.176808e-01 6.250110e-01 5.927758e-01 3.691601e-01 2.059525e-01
## [10741] 1.280579e-01 1.947364e-01 2.131061e-01 3.008920e-01 3.963614e-01
## [10746] 3.890312e-01 3.174954e-01 2.058642e-01 9.008213e-02 1.367129e-01
## [10751] 2.390709e-01 3.426654e-01 3.295946e-01 3.369248e-01 4.174689e-01
## [10756] 2.655657e-01 3.615650e-01 4.661309e-01 5.437605e-01 5.853572e-01
## [10761] 4.512938e-01 9.635256e-02 2.382761e-01 1.985340e-01 1.742471e-01
## [10766] 2.750155e-01 3.736642e-01 4.661309e-01 5.389914e-01 5.784686e-01
## [10771] 5.838559e-01 6.393182e-01 6.683741e-01 7.021107e-01 7.000795e-01
## [10776] 6.543319e-01 6.348141e-01 6.733198e-01 7.222468e-01 7.582796e-01
## [10781] 7.838912e-01 8.069416e-01 8.328182e-01 8.477435e-01 8.624923e-01
## [10786] 8.765345e-01 8.901351e-01 9.064735e-01 9.201625e-01 9.250199e-01
## [10791] 9.204274e-01 8.101210e-01 8.765345e-01 8.721187e-01 7.220701e-01
## [10796] 7.794754e-01 7.475934e-01 7.748830e-01 8.363508e-01 8.622273e-01
## [10801] 8.679679e-01 8.899585e-01 8.030557e-01 6.776473e-01 4.824693e-01
## [10806] 4.023669e-01 5.684889e-01 5.989579e-01 6.885101e-01 7.442374e-01
## [10811] 7.749713e-01 8.033207e-01 8.402367e-01 8.623156e-01 8.677029e-01
## [10816] 6.238629e-01 4.648945e-01 5.679590e-01 6.947805e-01 7.563367e-01
## [10821] 8.001413e-01 8.324649e-01 8.569284e-01 8.617857e-01 8.617857e-01
## [10826] 8.402367e-01 6.733198e-01 7.865407e-01 8.402367e-01 8.857193e-01
## [10831] 9.058553e-01 9.193677e-01 9.244900e-01 8.567517e-01 7.405281e-01
## [10836] 7.694074e-01 8.214254e-01 8.682328e-01 8.973770e-01 9.151285e-01
## [10841] 9.249316e-01 9.345580e-01 9.244900e-01 9.009097e-01 8.935794e-01
## [10846] 9.106244e-01 9.256381e-01 9.392387e-01 9.399452e-01 9.443610e-01
## [10851] 9.492184e-01 9.501899e-01 9.550472e-01 9.598163e-01 9.602579e-01
## [10856] 9.642321e-01 9.644970e-01 9.648503e-01 9.604345e-01 9.600813e-01
## [10861] 9.439195e-01 9.067385e-01 7.517442e-01 7.316965e-01 7.652566e-01
## [10866] 5.989579e-01 4.512938e-01 6.418794e-01 6.950455e-01 7.423828e-01
## [10871] 7.898084e-01 8.210722e-01 8.212488e-01 8.163914e-01 5.863287e-01
## [10876] 6.261591e-02 1.906738e-01 3.803762e-01 4.915658e-01 5.679590e-01
## [10881] 5.379316e-01 2.996556e-01 3.190850e-01 3.643911e-01 4.186170e-01
## [10886] 4.739910e-01 5.313963e-01 5.719332e-01 5.915393e-01 1.126027e-01
## [10891] 1.374194e-01 2.681268e-01 3.643911e-01 1.520798e-01 1.639142e-01
## [10896] 2.473726e-01 2.996556e-01 3.141394e-01 3.855869e-01 4.302747e-01
## [10901] 4.786717e-01 5.119668e-01 5.302482e-01 5.579793e-01 5.824428e-01
## [10906] 6.054932e-01 6.265124e-01 6.405546e-01 6.534487e-01 6.629868e-01
## [10911] 6.695222e-01 6.787954e-01 6.900115e-01 7.048485e-01 7.221584e-01
## [10916] 7.182725e-01 6.800318e-01 6.960170e-01 7.202155e-01 7.315199e-01
## [10921] 7.114722e-01 7.080279e-01 7.149165e-01 6.948689e-01 6.683741e-01
## [10926] 6.733198e-01 4.462598e-01 2.574406e-01 3.474344e-01 1.474874e-01
## [10931] 1.832553e-01 2.484324e-01 3.135212e-01 3.867350e-01 4.163208e-01
## [10936] 7.065265e-03 3.197033e-02 1.009450e-01 1.977391e-01 2.235273e-01
## [10941] 1.880244e-01 2.257352e-01 2.855250e-01 3.507904e-01 3.901793e-01
## [10946] 4.034267e-01 4.086373e-01 4.538550e-01 4.859136e-01 5.194736e-01
## [10951] 5.069328e-01 4.824693e-01 3.127263e-01 2.448998e-01 2.887927e-01
## [10956] 3.650093e-01 4.482911e-01 3.777268e-01 2.959463e-01 3.579440e-01
## [10961] 4.314228e-01 4.538550e-01 4.894463e-01 5.152345e-01 5.426124e-01
## [10966] 5.548883e-01 5.742294e-01 5.971916e-01 6.129118e-01 6.215667e-01
## [10971] 6.369337e-01 6.447938e-01 5.824428e-01 4.786717e-01 9.432129e-02
## [10976] 3.303012e-02 6.420560e-02 1.002385e-01 1.448379e-01 1.172834e-01
## [10981] 1.070388e-01 7.074097e-02 4.415791e-04 1.333569e-02 5.669875e-02
## [10986] 1.050075e-01 1.808708e-01 2.240572e-01 2.507286e-01 2.972710e-01
## [10991] 3.426654e-01 3.881480e-01 4.339839e-01 4.739910e-01 4.997792e-01
## [10996] 4.254173e-01 4.612735e-01 4.894463e-01 4.967765e-01 4.967765e-01
## [11001] 5.092290e-01 5.092290e-01 5.302482e-01 5.515323e-01 5.086108e-01
## [11006] 4.859136e-01 4.962466e-01 5.056081e-01 5.235362e-01 5.165592e-01
## [11011] 4.871500e-01 2.690983e-01 2.550561e-01 2.929436e-01 3.347169e-01
## [11016] 3.426654e-01 3.426654e-01 3.461097e-01 3.263269e-01 3.347169e-01
## [11021] 3.615650e-01 3.679237e-01 3.650093e-01 3.496423e-01 2.972710e-01
## [11026] 2.042745e-01 9.962024e-02 2.587653e-02 1.678001e-03 7.948424e-04
## [11031] 2.119580e-03 1.280579e-02 2.269717e-02 3.091054e-02 4.053696e-02
## [11036] 6.729665e-02 8.292855e-02 7.074097e-02 1.323854e-01 1.487238e-01
## [11041] 1.808708e-01 2.289146e-01 1.381259e-01 1.555242e-01 1.511084e-01
## [11046] 8.513645e-02 1.225824e-01 1.765433e-01 2.342135e-01 2.904707e-01
## [11051] 3.451382e-01 3.963614e-01 4.339839e-01 4.620684e-01 4.962466e-01
## [11056] 5.105537e-01 4.503224e-01 5.181489e-01 5.569195e-01 5.742294e-01
## [11061] 5.915393e-01 6.005476e-01 6.193588e-01 6.103506e-01 1.470458e-01
## [11066] 2.876446e-01 4.013071e-01 4.612735e-01 4.988077e-01 5.367835e-01
## [11071] 5.632783e-01 5.899497e-01 5.719332e-01 2.331538e-01 1.225824e-01
## [11076] 2.086903e-01 3.117548e-01 3.909741e-01 4.473196e-01 4.462598e-01
## [11081] 1.554358e-02 4.671907e-02 1.144573e-01 1.914687e-01 2.844652e-01
## [11086] 3.312726e-01 4.149960e-01 4.837057e-01 4.455533e-01 3.216462e-01
## [11091] 3.881480e-01 4.384880e-01 4.612735e-01 5.214166e-01 3.867350e-01
## [11096] 1.562307e-01 2.240572e-01 2.855250e-01 3.643911e-01 3.285348e-01
## [11101] 1.113662e-01 1.897907e-01 2.797845e-01 3.679237e-01 4.398128e-01
## [11106] 5.034002e-01 5.367835e-01 5.927758e-01 6.348141e-01 6.310165e-01
## [11111] 6.572463e-01 6.824163e-01 6.776473e-01 6.885101e-01 2.792546e-01
## [11116] 3.347169e-01 5.227413e-01 4.633048e-01 2.835821e-01 4.404310e-01
## [11121] 5.336042e-01 5.679590e-01 6.129118e-01 6.238629e-01 5.915393e-01
## [11126] 6.572463e-01 7.081162e-01 7.319615e-01 6.961936e-01 7.465336e-01
## [11131] 7.838029e-01 7.900733e-01 6.519474e-01 6.331361e-01 7.425594e-01
## [11136] 7.723218e-01 7.867173e-01 7.298419e-01 7.480350e-01 8.163914e-01
## [11141] 8.573700e-01 8.858076e-01 8.978186e-01 9.111543e-01 9.244900e-01
## [11146] 9.348229e-01 9.439195e-01 9.489535e-01 9.293473e-01 8.975537e-01
## [11151] 9.301422e-01 9.444494e-01 6.921311e-01 7.566016e-01 8.519827e-01
## [11156] 8.896052e-01 9.109777e-01 9.159233e-01 8.818334e-01 9.058553e-01
## [11161] 9.256381e-01 9.445377e-01 9.595514e-01 8.722070e-01 6.543319e-01
## [11166] 7.931644e-01 8.972887e-01 9.253731e-01 9.443610e-01 9.601696e-01
## [11171] 9.706791e-01 9.756248e-01 9.789808e-01 9.648503e-01 7.842445e-01
## [11176] 8.163914e-01 9.114192e-01 9.501899e-01 9.645854e-01 9.759781e-01
## [11181] 9.828667e-01 9.831317e-01 9.758015e-01 9.651153e-01 9.806588e-01
## [11186] 9.856928e-01 9.897554e-01 9.919633e-01 9.946127e-01 9.956725e-01
## [11191] 9.962907e-01 9.853396e-01 9.501899e-01 9.349996e-01 9.598163e-01
## [11196] 9.708558e-01 9.806588e-01 9.847214e-01 9.856045e-01 9.909035e-01
## [11201] 9.940828e-01 9.960258e-01 9.971739e-01 9.977038e-01 9.974388e-01
## [11206] 9.980571e-01 9.982337e-01 9.986753e-01 9.990285e-01 9.992935e-01
## [11211] 9.992935e-01 9.995584e-01 9.989402e-01 9.984986e-01 9.987636e-01
## [11216] 9.988519e-01 9.754482e-01 6.470017e-01 8.067650e-01 9.199859e-01
## [11221] 9.600813e-01 9.758898e-01 9.830434e-01 9.863994e-01 9.914334e-01
## [11226] 9.945244e-01 9.952309e-01 9.940828e-01 9.604345e-01 9.296123e-01
## [11231] 6.606906e-01 5.086108e-01 7.345227e-01 8.326415e-01 8.099444e-01
## [11236] 8.677912e-01 8.405899e-01 6.555683e-01 7.149165e-01 8.001413e-01
## [11241] 8.567517e-01 8.937561e-01 9.115959e-01 9.345580e-01 9.355295e-01
## [11246] 9.355295e-01 9.390621e-01 9.437428e-01 9.492184e-01 9.397686e-01
## [11251] 9.294357e-01 9.296123e-01 9.297889e-01 9.399452e-01 9.492184e-01
## [11256] 9.501899e-01 9.440961e-01 7.383202e-01 7.045836e-01 7.952839e-01
## [11261] 8.471253e-01 8.813035e-01 9.010863e-01 9.108893e-01 9.198976e-01
## [11266] 7.653449e-01 5.548883e-01 6.085843e-01 6.787954e-01 7.271924e-01
## [11271] 7.581913e-01 7.840678e-01 8.068533e-01 8.280491e-01 8.473020e-01
## [11276] 8.520710e-01 8.278725e-01 7.319615e-01 3.507904e-01 4.978363e-01
## [11281] 5.938356e-01 6.502694e-01 6.863022e-01 7.167712e-01 7.273691e-01
## [11286] 7.346993e-01 4.398128e-01 6.632518e-02 1.555242e-01 3.272101e-01
## [11291] 4.426389e-01 1.239071e-01 9.184845e-03 6.040802e-02 1.667403e-01
## [11296] 2.661839e-01 3.560894e-01 4.243575e-01 4.798198e-01 5.214166e-01
## [11301] 5.649563e-01 5.853572e-01 5.853572e-01 4.314228e-01 2.338603e-01
## [11306] 3.890312e-01 4.302747e-01 4.798198e-01 4.810563e-01 5.379316e-01
## [11311] 5.784686e-01 5.899497e-01 6.103506e-01 6.296035e-01 6.470017e-01
## [11316] 6.606906e-01 6.683741e-01 6.713768e-01 6.787954e-01 6.713768e-01
## [11321] 6.848008e-01 6.957520e-01 6.848008e-01

Using the hydroplot function, plots 9 different graphs: 3 ts plots, 3 boxplots and 3 histograms summarizing ‘x’

hydroplot(BigSandyDailysub.z, var.type="Flow", main="Big Sandy Creek at Rockville", pfreq = "dm", from="1980-01-01")

Data unit conversions

A necessary step in analyzing the waer balance is to ensure that all components are dimensionally correct and share the same units.

Here we will convert streamflow from cfs, or cubic geet per second, to millimeters per year

Convert daily streamflow (ft^3/d) to mm/yr

Convert volumetric streamflow (ft3/s) to runoff (mm/d) usinf a multi-step conversion

#1. convert mile^2 to Ft^2: 1 mile^2= 27878400 ft^2. We know from the metadata of the USGS gage for the Big Sandy that its watershed area=200 sq. mi.
(area_ft2 <- 200 * 27878400)

## [1] 5575680000

# 2. Convert Q (ft/s) to Q (mm/day): 1 feet=304.8 mm; 86400 s=1 day and plot
Qmmd<- BigSandyDailysub.z*(1/area_ft2) * 304.8 * 86400

plot(Qmmd)

Calculate summary statistics and exploratory data analyses

Calculate the number of years in ‘x’ (needed for summary stat computations)

nyears <- yip(from=start(Qmmd), to=end(Qmmd), out.type="nmbr" )
nyears

## [1] 31

# And again, summarize the data
smry(Qmmd)

##               Index       Qmmd
## Min.     1980-01-01     0.0123
## 1st Qu.  1987-10-01     0.3353
## Median   1995-07-02     1.0860
## Mean     1995-07-02     1.9910
## 3rd Qu.  2003-04-01     2.4230
## Max.     2010-12-31    47.2300
## IQR            <NA>     2.0876
## sd             <NA>     2.9115
## cv             <NA>     1.4623
## Skewness       <NA>     4.1527
## Kurtosis       <NA>    27.6458
## NA's           <NA>     0.0000
## n              <NA> 11323.0000

Asses how many days in each year contain information

dwi(Qmmd)

## 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 
##  366  365  365  365  366  365  365  365  366  365  365  365  366  365  365  365 
## 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 
##  366  365  365  365  366  365  365  365  366  365  365  365  366  365  365

And by month

dwi(Qmmd, out.unit="mpy")

##      Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
## 1980  31  29  31  30  31  30  31  31  30  31  30  31
## 1981  31  28  31  30  31  30  31  31  30  31  30  31
## 1982  31  28  31  30  31  30  31  31  30  31  30  31
## 1983  31  28  31  30  31  30  31  31  30  31  30  31
## 1984  31  29  31  30  31  30  31  31  30  31  30  31
## 1985  31  28  31  30  31  30  31  31  30  31  30  31
## 1986  31  28  31  30  31  30  31  31  30  31  30  31
## 1987  31  28  31  30  31  30  31  31  30  31  30  31
## 1988  31  29  31  30  31  30  31  31  30  31  30  31
## 1989  31  28  31  30  31  30  31  31  30  31  30  31
## 1990  31  28  31  30  31  30  31  31  30  31  30  31
## 1991  31  28  31  30  31  30  31  31  30  31  30  31
## 1992  31  29  31  30  31  30  31  31  30  31  30  31
## 1993  31  28  31  30  31  30  31  31  30  31  30  31
## 1994  31  28  31  30  31  30  31  31  30  31  30  31
## 1995  31  28  31  30  31  30  31  31  30  31  30  31
## 1996  31  29  31  30  31  30  31  31  30  31  30  31
## 1997  31  28  31  30  31  30  31  31  30  31  30  31
## 1998  31  28  31  30  31  30  31  31  30  31  30  31
## 1999  31  28  31  30  31  30  31  31  30  31  30  31
## 2000  31  29  31  30  31  30  31  31  30  31  30  31
## 2001  31  28  31  30  31  30  31  31  30  31  30  31
## 2002  31  28  31  30  31  30  31  31  30  31  30  31
## 2003  31  28  31  30  31  30  31  31  30  31  30  31
## 2004  31  29  31  30  31  30  31  31  30  31  30  31
## 2005  31  28  31  30  31  30  31  31  30  31  30  31
## 2006  31  28  31  30  31  30  31  31  30  31  30  31
## 2007  31  28  31  30  31  30  31  31  30  31  30  31
## 2008  31  29  31  30  31  30  31  31  30  31  30  31
## 2009  31  28  31  30  31  30  31  31  30  31  30  31
## 2010  31  28  31  30  31  30  31  31  30  31  30  31

Calcuate mean annual streamflow and long-term mean annual streamflow

Calculate Mean Annual Streamflow for each year using ‘sum’ function

# The 'daily2annual' command with 'FUN=sum', aggergates daily data to the annual scale.
Qmmd_mean_yr <- daily2annual(Qmmd, FUN=sum, na.rm=TRUE)
Qmmd_mean_yr

## 1980-01-01 1981-01-01 1982-01-01 1983-01-01 1984-01-01 1985-01-01 1986-01-01 
##   674.4456   776.2954   599.4563   674.8919   817.9487   807.1554   802.4271 
## 1987-01-01 1988-01-01 1989-01-01 1990-01-01 1991-01-01 1992-01-01 1993-01-01 
##   510.9489   578.6796   865.5108   859.5407   583.0207   620.9985   676.4175 
## 1994-01-01 1995-01-01 1996-01-01 1997-01-01 1998-01-01 1999-01-01 2000-01-01 
##   949.2332   486.1670  1153.6035   662.8125   615.5291   669.1665   664.6073 
## 2001-01-01 2002-01-01 2003-01-01 2004-01-01 2005-01-01 2006-01-01 2007-01-01 
##   545.5652   647.7447  1178.1685   954.8131   701.6893   566.8453   769.5734 
## 2008-01-01 2009-01-01 2010-01-01 
##   853.2802   676.5937   600.6741

Calculate 30-year Mean Annual Streamflow (used later to calculate runoff ration (Q/P)) two different ways

Using the ‘mean’ function

# "Normals', calculated using 30-year mean values, are used by climatologist and hydrologist to characterize average conditions. 

#Because we used 30 year of daily streamflow data, we can easily calculate the 30-year normal annual streamflow:

MAF1<-mean(Qmmd_mean_yr)
MAF1

## [1] 727.2195

Using the ‘annualfunction’

MAF2<- annualfunction(Qmmd, FUN=sum, na.rm=TRUE) / nyears
MAF2

##    value 
## 727.2195

Export data as *.csv

write.csv(MAF1, "Qmm_mean_annual.csv")


write.csv(Qmmd_mean_yr, "Qmm_mean_yearly.csv")

Calculate monthly streamflow data

Calculate mean monthly streamflow for each year using ‘sum’ function

# Summing by month
Qmmmo <- daily2monthly(Qmmd, FUN=sum, na.rm=TRUE, verbose=FALSE)
Qmmmo

##  1980-01-01  1980-02-01  1980-03-01  1980-04-01  1980-05-01  1980-06-01 
##  38.4274711  47.3353140 127.1091570 104.6411777  51.9309298  82.6360661 
##  1980-07-01  1980-08-01  1980-09-01  1980-10-01  1980-11-01  1980-12-01 
##  22.8647231  89.0737066   7.3728223   9.3518182  44.7612025  48.9411818 
##  1981-01-01  1981-02-01  1981-03-01  1981-04-01  1981-05-01  1981-06-01 
##  30.0533430 145.2554628  78.7867066 126.9391240  74.0399504 119.4293306 
##  1981-07-01  1981-08-01  1981-09-01  1981-10-01  1981-11-01  1981-12-01 
##  27.6634339   8.8842273  28.5938926  16.3326198  25.6324835  94.6847975 
##  1982-01-01  1982-02-01  1982-03-01  1982-04-01  1982-05-01  1982-06-01 
##  82.6218967 115.9436529 104.9103967  55.9692149  13.1445000  56.9091198 
##  1982-07-01  1982-08-01  1982-09-01  1982-10-01  1982-11-01  1982-12-01 
##  32.3346198  11.9212066   9.3943264   6.5179339  32.1031860  77.6862149 
##  1983-01-01  1983-02-01  1983-03-01  1983-04-01  1983-05-01  1983-06-01 
##  33.3123099  62.3265620  90.7740372 130.1272438 115.7547273  34.9040083 
##  1983-07-01  1983-08-01  1983-09-01  1983-10-01  1983-11-01  1983-12-01 
##  14.8967851   4.6050620   4.8624731  13.8576942  70.2283760  99.2426281 
##  1984-01-01  1984-02-01  1984-03-01  1984-04-01  1984-05-01  1984-06-01 
##  32.1315248  82.8911157 117.1244380 162.8916694 112.1226322  18.3682934 
##  1984-07-01  1984-08-01  1984-09-01  1984-10-01  1984-11-01  1984-12-01 
##  42.9616860  31.3238678   6.3195620  24.3100041  84.6056157 102.8983388 
##  1985-01-01  1985-02-01  1985-03-01  1985-04-01  1985-05-01  1985-06-01 
##  24.0124463  97.0841529 109.3359793  74.3186157  83.5429091  48.7003017 
##  1985-07-01  1985-08-01  1985-09-01  1985-10-01  1985-11-01  1985-12-01 
##  65.0376446   8.3032810   6.1136331   7.5116826 218.2327066  64.9620744 
##  1986-01-01  1986-02-01  1986-03-01  1986-04-01  1986-05-01  1986-06-01 
##  48.8514421 223.8437975  85.3660413  64.2866653  20.5692769   8.2607727 
##  1986-07-01  1986-08-01  1986-09-01  1986-10-01  1986-11-01  1986-12-01 
##  37.8276322   7.6751033   5.7230293  74.3327851 129.5462975  96.1442479 
##  1987-01-01  1987-02-01  1987-03-01  1987-04-01  1987-05-01  1987-06-01 
##  59.6721570  49.9897190  31.2246818 127.8743058  39.1170496  22.6663512 
##  1987-07-01  1987-08-01  1987-09-01  1987-10-01  1987-11-01  1987-12-01 
##  14.2969463   4.7368376  10.4239711  13.3098099  34.6725744 102.9644628 
##  1988-01-01  1988-02-01  1988-03-01  1988-04-01  1988-05-01  1988-06-01 
##  67.8715289  84.4733678 100.9854669  54.1838678  63.0633719   7.5088488 
##  1988-07-01  1988-08-01  1988-09-01  1988-10-01  1988-11-01  1988-12-01 
##   2.5830855   7.9509347  22.2743306  26.1850909  79.0464793  62.5532727 
##  1989-01-01  1989-02-01  1989-03-01  1989-04-01  1989-05-01  1989-06-01 
## 109.7138306 120.9643512 142.5396570  64.1874793 125.9567107  64.0268926 
##  1989-07-01  1989-08-01  1989-09-01  1989-10-01  1989-11-01  1989-12-01 
##  65.2029545  10.0461198  12.9177893  52.7952645  55.6952727  41.4644504 
##  1990-01-01  1990-02-01  1990-03-01  1990-04-01  1990-05-01  1990-06-01 
## 108.2260413 103.6682107  35.4755083  69.8599711  90.6134504  30.0722355 
##  1990-07-01  1990-08-01  1990-09-01  1990-10-01  1990-11-01  1990-12-01 
##  81.4127727  14.2166529  53.8910331  62.4021322  31.2813595 178.4213554 
##  1991-01-01  1991-02-01  1991-03-01  1991-04-01  1991-05-01  1991-06-01 
## 119.1742810 109.7799545 125.2104545  98.0098884  24.9759669   5.3277025 
##  1991-07-01  1991-08-01  1991-09-01  1991-10-01  1991-11-01  1991-12-01 
##   2.6869946   1.9908037   2.0805434   1.6592393  18.1651983  73.9596570 
##  1992-01-01  1992-02-01  1992-03-01  1992-04-01  1992-05-01  1992-06-01 
##  59.7949587  88.4124669 123.2172893  61.3110868  37.1994545  15.0762645 
##  1992-07-01  1992-08-01  1992-09-01  1992-10-01  1992-11-01  1992-12-01 
##  38.1157438  29.3259793  17.9101488   6.2109298  39.0320331 105.3921570 
##  1993-01-01  1993-02-01  1993-03-01  1993-04-01  1993-05-01  1993-06-01 
##  77.5397975  41.9887190 190.2575455  93.3717645  22.3215620  17.9290413 
##  1993-07-01  1993-08-01  1993-09-01  1993-10-01  1993-11-01  1993-12-01 
##   6.0527045   2.6921901  20.7818182  28.7733719  84.4544752  90.2544917 
##  1994-01-01  1994-02-01  1994-03-01  1994-04-01  1994-05-01  1994-06-01 
## 128.0396157 158.5227645 239.3545909 124.5161529  84.0293926   9.1770620 
##  1994-07-01  1994-08-01  1994-09-01  1994-10-01  1994-11-01  1994-12-01 
##   8.5252686  65.7555620   9.8949793   6.1259132  22.6994132  92.5924463 
##  1995-01-01  1995-02-01  1995-03-01  1995-04-01  1995-05-01  1995-06-01 
##  72.4435289  78.9378471  72.4907603  46.4331942  80.5956694  18.9775785 
##  1995-07-01  1995-08-01  1995-09-01  1995-10-01  1995-11-01  1995-12-01 
##   3.4431694   9.3631537   0.8534715   4.1086599  39.9152603  58.6047273 
##  1996-01-01  1996-02-01  1996-03-01  1996-04-01  1996-05-01  1996-06-01 
## 179.5879711 118.9097851 132.6021694  97.0794298 161.2952479  33.6523760 
##  1996-07-01  1996-08-01  1996-09-01  1996-10-01  1996-11-01  1996-12-01 
##  86.7026901  19.7380041  61.3441488  77.2516860  76.7982645 108.6416777 
##  1997-01-01  1997-02-01  1997-03-01  1997-04-01  1997-05-01  1997-06-01 
##  58.8503306  62.3312851 137.8920868  51.2507975 112.7177479  27.7153884 
##  1997-07-01  1997-08-01  1997-09-01  1997-10-01  1997-11-01  1997-12-01 
##   4.6192314  15.3549298   9.0259215   6.9808017 104.7120248  71.3619298 
##  1998-01-01  1998-02-01  1998-03-01  1998-04-01  1998-05-01  1998-06-01 
## 121.3610950  93.0505909 101.6325372  92.2948884  61.5519669  75.3293678 
##  1998-07-01  1998-08-01  1998-09-01  1998-10-01  1998-11-01  1998-12-01 
##  30.0391736   5.5355207   5.9180950   9.2904174   4.5483843  14.9770785 
##  1999-01-01  1999-02-01  1999-03-01  1999-04-01  1999-05-01  1999-06-01 
## 158.4991488  67.9187603 146.1103512 151.8631364  27.3800455   5.6677686 
##  1999-07-01  1999-08-01  1999-09-01  1999-10-01  1999-11-01  1999-12-01 
##   4.8506653   3.7582029   2.7658711   4.9876364  39.0839876  56.2809421 
##  2000-01-01  2000-02-01  2000-03-01  2000-04-01  2000-05-01  2000-06-01 
##  26.7282521 157.2286240  77.9884959 118.4516405  69.3876570  73.6809917 
##  2000-07-01  2000-08-01  2000-09-01  2000-10-01  2000-11-01  2000-12-01 
##  14.8590000  35.7730661   8.3930207   9.0967686  17.2111240  55.8086281 
##  2001-01-01  2001-02-01  2001-03-01  2001-04-01  2001-05-01  2001-06-01 
##  53.4281653 101.3680413  94.7698140  88.3416198  35.1968430  67.5078471 
##  2001-07-01  2001-08-01  2001-09-01  2001-10-01  2001-11-01  2001-12-01 
##  19.6435413   5.5307975   8.6575165   5.9228182  13.6640455  51.5341860 
##  2002-01-01  2002-02-01  2002-03-01  2002-04-01  2002-05-01  2002-06-01 
##  68.8539421  45.1815620 118.2060372  97.7453926 108.5141529  28.7780950 
##  2002-07-01  2002-08-01  2002-09-01  2002-10-01  2002-11-01  2002-12-01 
##  13.2909174   5.0759591   3.9679103  14.2544380  62.4351942  81.4411116 
##  2003-01-01  2003-02-01  2003-03-01  2003-04-01  2003-05-01  2003-06-01 
##  79.8588595  78.1538058 145.0334752  69.8410785 139.0917645 157.8331860 
##  2003-07-01  2003-08-01  2003-09-01  2003-10-01  2003-11-01  2003-12-01 
##  97.4053264  32.8069339  86.1170207  49.9661033 148.8686653  93.1922851 
##  2004-01-01  2004-02-01  2004-03-01  2004-04-01  2004-05-01  2004-06-01 
##  91.5580785 120.7565331 148.0232231 127.0619256  89.9002562  60.7206942 
##  2004-07-01  2004-08-01  2004-09-01  2004-10-01  2004-11-01  2004-12-01 
##  21.4430579  43.2120124  65.8641942  27.3913810  73.2039545  85.6777686 
##  2005-01-01  2005-02-01  2005-03-01  2005-04-01  2005-05-01  2005-06-01 
## 171.6294793  93.5748595 144.8917810  70.8471074  46.5134876  20.8767533 
##  2005-07-01  2005-08-01  2005-09-01  2005-10-01  2005-11-01  2005-12-01 
##  15.1815905   5.6848664   2.6402828  13.4482452  56.3980760  60.0027769 
##  2006-01-01  2006-02-01  2006-03-01  2006-04-01  2006-05-01  2006-06-01 
## 146.6676818  41.0771529  48.6577934  87.3969917  43.4245537  21.2720802 
##  2006-07-01  2006-08-01  2006-09-01  2006-10-01  2006-11-01  2006-12-01 
##  40.6766306   3.5999777   6.2019558  33.4719521  66.5726653  27.8259099 
##  2007-01-01  2007-02-01  2007-03-01  2007-04-01  2007-05-01  2007-06-01 
## 100.4800909  58.7369752 174.4539174 116.4915372  27.3474558   7.8914231 
##  2007-07-01  2007-08-01  2007-09-01  2007-10-01  2007-11-01  2007-12-01 
##   6.4716471  53.6671562   6.4565331   6.2260438  34.0533707 177.2972479 
##  2008-01-01  2008-02-01  2008-03-01  2008-04-01  2008-05-01  2008-06-01 
##  79.4432231 126.4243017 122.9008388  52.4410289 138.9925785  60.9667698 
##  2008-07-01  2008-08-01  2008-09-01  2008-10-01  2008-11-01  2008-12-01 
##  55.3415095  34.1780616   9.1189674   2.8192426  11.0068066 159.6468719 
##  2009-01-01  2009-02-01  2009-03-01  2009-04-01  2009-05-01  2009-06-01 
##  89.7821777 108.0937934  37.7312802  81.5072355 118.3855165  56.9757161 
##  2009-07-01  2009-08-01  2009-09-01  2009-10-01  2009-11-01  2009-12-01 
##   9.0542603  11.9278190   4.2073736  52.3050025  21.6919674  84.9315124 
##  2010-01-01  2010-02-01  2010-03-01  2010-04-01  2010-05-01  2010-06-01 
## 121.5830826  38.8761694 201.4136033  45.5971983  73.9218719  22.0858773 
##  2010-07-01  2010-08-01  2010-09-01  2010-10-01  2010-11-01  2010-12-01 
##   4.6603227   1.8820770   2.2655488   6.4244157  28.9717438  52.9922194

Calculate long-term mean monthly streamflow

Qmeanmonth<- monthlyfunction(Qmmmo, FUN=mean, na.rm=TRUE)
Qmeanmonth

##       Jan       Feb       Mar       Apr       May       Jun       Jul       Aug 
##  85.16767  94.29354 116.33775  90.55266  73.95480  41.32014  28.71438  18.89000 
##       Sep       Oct       Nov       Dec 
##  16.20491  21.72974  57.07394  82.97996

Export data as *.csv

write.csv(Qmeanmonth, "Q_mean_monthly.csv")

Plot a histogram of long-term mean monthly values

# First, create vector with three-letter abbreviation
cmonth <- format(time(Qmmmo), "%b")

# Second, create ordered monthly factors ans plot boxplot of monthly Q

months <- factor(cmonth, levels=unique(cmonth), ordered=TRUE)

# And plot
boxplot( coredata(Qmmmo) ~ months, col="lightblue", main="Monthly Streamflow", ylab="Streamflow, [mm/mo]", xlab="Month")

Seasonal streamflows

We can aslo use hydroTSm to calculate long-term mean seasonal streamflow

seasonalfunction(Qmmd, FUN=sum, na.rm=TRUE) / nyears

##       DJF       MAM       JJA       SON 
## 262.44116 280.84520  88.92452  95.00859

Or, extract seasonal values for each year

December, January, February

(DJF <- dm2seasonal(Qmmd, season="DJF", FUN=sum) )

##      1980      1981      1982      1983      1984      1985      1986      1987 
##  85.76279 224.24999 293.25035 173.32509 214.26527 223.99494 337.65731 205.80612 
##      1988      1989      1990      1991      1992      1993      1994      1995 
## 255.30936 293.23145 253.35870 407.37559 222.16708 224.92067 376.81687 243.97382 
##      1996      1997      1998      1999      2000      2001      2002      2003 
## 357.10248 229.82329 285.77362 241.39499 240.23782 210.60483 165.56969 239.45378 
##      2004      2005      2006      2007      2008      2009      2010 
## 305.50690 350.88211 247.74761 187.04298 383.16477 357.52284 245.39076

March, April, May

(MAM <- dm2seasonal(Qmmd, season="MAM", FUN=sum) )

##     1980     1981     1982     1983     1984     1985     1986     1987 
## 283.6813 279.7658 174.0241 336.6560 392.1387 267.1975 170.2220 198.2160 
##     1988     1989     1990     1991     1992     1993     1994     1995 
## 218.2327 332.6838 195.9489 248.1963 221.7278 305.9509 447.9001 199.5196 
##     1996     1997     1998     1999     2000     2001     2002     2003 
## 390.9768 301.8606 255.4794 325.3535 265.8278 218.3083 324.4656 353.9663 
##     2004     2005     2006     2007     2008     2009     2010 
## 364.9854 262.2524 179.4793 318.2929 314.3344 237.6240 320.9327

June, July, August

(JJA <- dm2seasonal(Qmmd, season="JJA", FUN=sum) )

##      1980      1981      1982      1983      1984      1985      1986      1987 
## 194.57450 155.97699 101.16495  54.40586  92.65385 122.04123  53.76351  41.70014 
##      1988      1989      1990      1991      1992      1993      1994      1995 
##  18.04287 139.27597 125.70166  10.00550  82.51799  26.67394  83.45789  31.78390 
##      1996      1997      1998      1999      2000      2001      2002      2003 
## 140.09307  47.68955 110.90406  14.27664 124.31306  92.68219  47.14497 288.04545 
##      2004      2005      2006      2007      2008      2009      2010 
## 125.37576  41.74321  65.54869  68.03023 150.48634  77.95780  28.62828

September, October, November

(SON <- dm2seasonal(Qmmd, season="SON", FUN=sum) )

##      1980      1981      1982      1983      1984      1985      1986      1987 
##  61.48584  70.55900  48.01545  88.94854 115.23518 231.85802 209.60211  58.40636 
##      1988      1989      1990      1991      1992      1993      1994      1995 
## 127.50590 121.40833 147.57452  21.90498  63.15311 134.00967  38.72031  44.87739 
##      1996      1997      1998      1999      2000      2001      2002      2003 
## 215.39410 120.71875  19.75690  46.83750  34.70091  28.24438  80.65754 284.95179 
##      2004      2005      2006      2007      2008      2009      2010 
## 166.45953  72.48660 106.24657  46.73595  22.94502  78.20434  37.66171

Plot the time evolution of the seasonal streamflow values

hydroplot(Qmmd, pfreq="seasonal", FUN=sum, stype="default")