Back to Multiple platform build/check report for BioC 3.17:   simplified   long
ABCDEFGHIJKL[M]NOPQRSTUVWXYZ

This page was generated on 2023-10-16 11:36:22 -0400 (Mon, 16 Oct 2023).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 22.04.2 LTS)x86_644.3.1 (2023-06-16) -- "Beagle Scouts" 4626
palomino3Windows Server 2022 Datacenterx644.3.1 (2023-06-16 ucrt) -- "Beagle Scouts" 4379
merida1macOS 12.6.4 Montereyx86_644.3.1 (2023-06-16) -- "Beagle Scouts" 4395
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 1299/2230HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
MsCoreUtils 1.12.0  (landing page)
RforMassSpectrometry Package Maintainer
Snapshot Date: 2023-10-15 14:00:13 -0400 (Sun, 15 Oct 2023)
git_url: https://git.bioconductor.org/packages/MsCoreUtils
git_branch: RELEASE_3_17
git_last_commit: 14a3fdb
git_last_commit_date: 2023-04-25 11:17:13 -0400 (Tue, 25 Apr 2023)
nebbiolo1Linux (Ubuntu 22.04.2 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
palomino3Windows Server 2022 Datacenter / x64  OK    OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.6.4 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson2macOS 12.6.1 Monterey / arm64see weekly results here

CHECK results for MsCoreUtils on palomino3


To the developers/maintainers of the MsCoreUtils package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/MsCoreUtils.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: MsCoreUtils
Version: 1.12.0
Command: F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:MsCoreUtils.install-out.txt --library=F:\biocbuild\bbs-3.17-bioc\R\library --no-vignettes --timings MsCoreUtils_1.12.0.tar.gz
StartedAt: 2023-10-16 04:25:30 -0400 (Mon, 16 Oct 2023)
EndedAt: 2023-10-16 04:29:39 -0400 (Mon, 16 Oct 2023)
EllapsedTime: 249.4 seconds
RetCode: 0
Status:   OK  
CheckDir: MsCoreUtils.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD check --no-multiarch --install=check:MsCoreUtils.install-out.txt --library=F:\biocbuild\bbs-3.17-bioc\R\library --no-vignettes --timings MsCoreUtils_1.12.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory 'F:/biocbuild/bbs-3.17-bioc/meat/MsCoreUtils.Rcheck'
* using R version 4.3.1 (2023-06-16 ucrt)
* using platform: x86_64-w64-mingw32 (64-bit)
* R was compiled by
    gcc.exe (GCC) 12.2.0
    GNU Fortran (GCC) 12.2.0
* running under: Windows Server 2022 x64 (build 20348)
* using session charset: UTF-8
* using option '--no-vignettes'
* checking for file 'MsCoreUtils/DESCRIPTION' ... OK
* this is package 'MsCoreUtils' version '1.12.0'
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking whether package 'MsCoreUtils' can be installed ... OK
* used C compiler: 'gcc.exe (GCC) 12.2.0'
* checking installed package size ... OK
* checking package directory ... OK
* checking 'build' directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking compiled code ... NOTE
Note: information on .o files for x64 is not available
File 'F:/biocbuild/bbs-3.17-bioc/R/library/MsCoreUtils/libs/x64/MsCoreUtils.dll':
  Found 'abort', possibly from 'abort' (C), 'runtime' (Fortran)

Compiled code should not call entry points which might terminate R nor
write to stdout/stderr instead of to the console, nor use Fortran I/O
nor system RNGs nor [v]sprintf. The detected symbols are linked into
the code but might come from libraries and not actually be called.

See 'Writing portable packages' in the 'Writing R Extensions' manual.
* checking files in 'vignettes' ... OK
* checking examples ... OK
* checking for unstated dependencies in 'tests' ... OK
* checking tests ...
  Running 'testthat.R'
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in 'inst/doc' ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  'F:/biocbuild/bbs-3.17-bioc/meat/MsCoreUtils.Rcheck/00check.log'
for details.



Installation output

MsCoreUtils.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   F:\biocbuild\bbs-3.17-bioc\R\bin\R.exe CMD INSTALL MsCoreUtils
###
##############################################################################
##############################################################################


* installing to library 'F:/biocbuild/bbs-3.17-bioc/R/library'
* installing *source* package 'MsCoreUtils' ...
** using staged installation
** libs
using C compiler: 'gcc.exe (GCC) 12.2.0'
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c between.c -o between.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c closest.c -o closest.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c impNeighbourAvg.c -o impNeighbourAvg.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c init.c -o init.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c join.c -o join.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c localMaxima.c -o localMaxima.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c maxi.c -o maxi.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c sumi.c -o sumi.o
gcc  -I"F:/biocbuild/bbs-3.17-bioc/R/include" -DNDEBUG  -I'F:/biocbuild/bbs-3.17-bioc/R/library/Rcpp/include'   -I"C:/rtools43/x86_64-w64-mingw32.static.posix/include"     -O2 -Wall  -mfpmath=sse -msse2 -mstackrealign  -c which.c -o which.o
gcc -shared -s -static-libgcc -o MsCoreUtils.dll tmp.def between.o closest.o impNeighbourAvg.o init.o join.o localMaxima.o maxi.o sumi.o which.o -LC:/rtools43/x86_64-w64-mingw32.static.posix/lib/x64 -LC:/rtools43/x86_64-w64-mingw32.static.posix/lib -LF:/biocbuild/bbs-3.17-bioc/R/bin/x64 -lR
installing to F:/biocbuild/bbs-3.17-bioc/R/library/00LOCK-MsCoreUtils/00new/MsCoreUtils/libs/x64
** R
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
*** copying figures
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (MsCoreUtils)

Tests output

MsCoreUtils.Rcheck/tests/testthat.Rout


R version 4.3.1 (2023-06-16 ucrt) -- "Beagle Scouts"
Copyright (C) 2023 The R Foundation for Statistical Computing
Platform: x86_64-w64-mingw32/x64 (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> ## data(se_na2, package = "QFeatures")
> ## dput(assay(se_na2))
> x <- structure(c(0.32325, 0.332, 0.39725, 0.336733, 0.3288, NA, 0.3475, 
+                  0.368452, 0.349182, 0.275, 0.2435, 0.268625, 0.262267, 0.3063, 
+                  0.2454, 0.271923, 0.2796, 0.304043, 0.2481, NA, NA, 0.268826, 
+                  0.3135, 0.281385, 0.2542, 0.2555, 0.269333, 0.272, 0.285667, 
+                  0.259333, 0.2565, 0.26, 0.28325, 0.3015, 0.254, 0.268789, 0.242714, 
+                  0.243, 0.2855, 0.284091, 0.262182, 0.25075, 0.292, 0.323125, 
+                  0.229333, 0.289648, 0.22925, 0.264793, 0.27875, 0.242, 0.2862, 
+                  0.321, 0.2892, 0.351333, 0.2754, 0.24, 0.237417, 0.267, 0.270167, 
+                  0.296, 0.283667, 0.257, 0.266286, 0.280935, 0.254667, 0.217, 
+                  0.303917, 0.252, 0.2315, 0.2614, 0.275071, 0.230273, 0.28, 0.2685, 
+                  0.2565, 0.183, 0.264739, 0.291143, 0.253, 0.251444, 0.234429, 
+                  0.270571, 0.284125, 0.338, 0.17, 0.266667, 0.315, 0.254667, 0.257, 
+                  0.30135, 0.256333, 0.2125, 0.256333, 0.245167, 0.256333, 0.308333, 
+                  0.2768, 0.238773, 0.2638, 0.24375, 0.3195, 0.231, 0.280333, 0.303, 
+                  0.3185, 0.267, 0.2786, 0.272211, 0.297, 0.226, 0.2445, 0.2506, 
+                  0.223, 0.2935, 0.2368, 0.263667, 0.246708, 0.248, NA, 0.271667, 
+                  0.2738, 0.27575, 0.2675, 0.186, 0.305833, 0.250333, 0.2576, 0.271, 
+                  0.2806, 0.21725, 0.302353, 0.257889, 0.346, 0.262231, 0.2438, 
+                  0.32375, 0.2475, 0.257, 0.24, 0.2925, 0.26405, 0.2714, NA, 0.3125, 
+                  0.279, 0.2465, 0.3165, NA, 0.364222, 0.335, 0.342667, 0.373857, 
+                  0.352414, 0.279, 0.328, 0.383, 0.2815, 0.266333, 0.244222, 0.282, 
+                  0.272286, 0.31725, 0.25475, 0.0388, 0.125, 0.069, 0.083, 0.168, 
+                  0.113, 0.150333, 0.0753333, 0.0784, 0.1295, 0.064, 0.071, 0.107667, 
+                  0.152667, 0.185, 0.119167, 0.0836667, 0.106077, 0.178, 0.11425, 
+                  0.100667, 0.149, 0.106, 0.097, 0.1, 0.079, 0.079, 0.111143, 0.101667, 
+                  0.09, 0.096, 0.03, 0.095, 0.0805, 0.0923333, 0.07, 0.119, 0.1038, 
+                  0.108444, 0.08, 0.066, 0.0922, 0.119667, 0.119, 0.10025, 0.0986667, 
+                  0.06075, 0.0745, 0.0882857, 0.1128, 0.084, 0.100929, 0.0695, 
+                  0.0972, 0.12075, 0.153, 0.086, 0.0961667, 0.0825, 0.0915, 0.0978333, 
+                  0.129, 0.0870833, 0.0806667, 0.054, 0.07975, 0.085, 0.0703333, 
+                  0.1185, 0.163, 0.1134, 0.09875, 0.1775, 0.1455, 0.115667, 0.133, 
+                  NA, 0.0458333, 0.0881429, 0.116333, 0.0903333, 0.0966667, 0.0494, 
+                  0.0671429, 0.07075, 0.0935455, 0.0942979, 0.047, 0.108864, 0.0794, 
+                  0.102304, 0.0574286, 0.1099, NA, 0.0935, 0.0931163, 0.104513, 
+                  0.081375, 0.072, 0.0756667, 0.09, 0.0463333, 0.1025, 0.0875, 
+                  0.073, 0.0813333, 0.09925, 0.099, 0.09764, 0.0481818, 0.0918333, 
+                  NA, 0.121333, 0.0716471, 0.0528333, 0.0615, 0.079, 0.119333, 
+                  0.12425, 0.056, 0.0435, 0.0556667, 0.109, 0.0531429, 0.065, 0.0804444, 
+                  0.076, 0.0703333, 0.043, 0.078, 0.0839167, 0.0828182, 0.0945, 
+                  0.0916667, 0.06, NA, 0.122375, 0.0658889, 0.06075, 0.0675, 0.0642222, 
+                  0.07325, 0.09075, 0.0654444, 0.103, 0.047, 0.108, 0.0385, 0.0834286, 
+                  0.095, 0.0636842, 0.0768333, 0.0876667, NA, 0.0684286, 0.0905714, 
+                  0.179, 0.046, 0.079, 0.0555, NA, 0.079, 0.076, 0.086, 0.07675, 
+                  0.0325, 0.083, 0.0668, 0.0764, 0.08525, 0.1178, 0.09275, 0.0705, 
+                  0.0791111, 0.11, 0.0765, 0.1242, 0.161, 0.1059, 0.1625, 0.1, 
+                  0.134, 0.113, 0.14, 0.127, 0.130667, 0.081, 0.1314, 0.0925, 0.114667, 
+                  0.0662, 0.1285, 0.144714, 0.282, 0.2214, 0.2, 0.2375, 0.159667, 
+                  0.211923, NA, 0.2185, 0.172333, 0.1975, 0.160667, 0.167, 0.116, 
+                  0.16675, 0.187, 0.1645, 0.070625, 0.095, 0.0913333, 0.1715, 0.0945714, 
+                  0.31875, 0.2852, 0.35375, 0.3852, NA, 0.2965, 0.275167, 0.314, 
+                  0.3035, 0.2548, NA, 0.291, 0.320083, 0.3105, 0.345667, 0.2462, 
+                  0.305667, 0.2722, 0.289, 0.29475, 0.332571, 0.272, 0.273, 0.274, 
+                  0.234667, 0.240333, 0.2175, 0.324, 0.46, 0.46075, 0.471, 0.402667, 
+                  0.4135, 0.0423333, 0.059, 0.0854444, 0.0723333, 0.047125, 0.0435, 
+                  0.08825, 0.0754, 0.104, 0.193, 0.0736, 0.0498, 0.0701667, 0.0775, 
+                  0.155571, 0.1592, 0.214333, 0.165, 0.1763, 0.163667, 0.169222, 
+                  0.1565, 0.168333, 0.19, 0.173, 0.178, 0.1515, 0.1685, 0.199, 
+                  NA, 0.160167, 0.1874, 0.16225, 0.173857, 0.223, 0.166737, 0.222, 
+                  0.179533, 0.179, 0.174333, 0.1995, 0.197333, NA, 0.1892, 0.167, 
+                  NA, 0.207, 0.182, 0.18875, 0.181727, 0.17, 0.181, 0.17, 0.1795, 
+                  0.1605, 0.172, 0.167111, 0.154, 0.1645, 0.163167, 0.163, 0.169, 
+                  0.182, NA, 0.239, 0.1905, 0.232, 0.177667, 0.174417, 0.185, 0.218125, 
+                  0.159333, 0.178, NA, 0.168, 0.023, 0.1194, 0.16525, 0.1574, 0.166, 
+                  0.155667, NA, 0.1446, 0.154, 0.161, 0.0438, 0.049, 0.0695, 0.096, 
+                  0.014, 0.0495, NA, 0.341, 0.361125, 0.307167, 0.3365, 0.307, 
+                  0.24625, 0.193, 0.314, 0.3354, 0.264, 0.198, 0.2645, 0.18075, 
+                  NA, 0.191, 0.235, 0.2175, 0.0896, 0.2715, 0.061, 0.246, 0.235, 
+                  0.268, 0.233, 0.3695, 0.36125, 0.343, 0.32075, 0.366333, 0.1934, 
+                  0.206444, 0.13, 0.21375, 0.1658, 0.2605, 0.062, 0.1945, 0.175, 
+                  0.06825, NA, 0.1855, 0.2535, 0.291, 0.1355, 0.413, 0.164, 0.141667, 
+                  0.155667, 0.275, 0.13775, NA, 0.0573333, 0.156, 0.1365, 0.282, 
+                  0.3145, 0.24375, 0.252333, 0.131, 0.176636, 0.275667, 0.26925, 
+                  0.243, 0.0862, 0.112, 0.209833, 0.183, 0.4195, 0.144, 0.2485, 
+                  NA, 0.2094, 0.254, 0.247667, 0.237, 0.136875, 0.2082, NA, NA, 
+                  0.390333, 0.381, 0.081, 0.145, 0.2175, 0.292, 0.241, 0.1516, 
+                  0.386882, 0.0734, 0.304667, 0.14, NA, 0.13, 0.1478, 0.1898, 0.4055, 
+                  0.291333, 0.1782, 0.471, 0.205, 0.165, 0.148286, 0.248, 0.181, 
+                  0.257333, 0.156333, 0.238, 0.203, 0.114, 0.326, 0.2245, 0.2755, 
+                  0.2914, 0.250333, 0.144, 0.316667, 0.254, 0.259667, 0.287, 0.1818, 
+                  0.1185, 0.21, 0.269571, 0.214333, 0.244818, 0.23, 0.1882, 0.125, 
+                  0.228, 0.0766667, 0.125333, 0.076, 0.248, 0.217, 0.02, 0.236, 
+                  0.281, 0.238, 0.1225, 0.1655, 0.16, 0.0618571, NA, 0.127, 0.17, 
+                  0.195, 0.201, 0.0688333, 0.2135, 0.229, 0.187655, 0.1916, 0.196, 
+                  0.295, 0.181, 0.136, 0.1525, 0.225, 0.248, 0.167, 0.086, NA, 
+                  0.18025, 0.244, 0.259, 0.14825, 0.2445, NA, 0.56, 0.504167, 0.499, 
+                  0.588, 0.5515, 0.5015, 0.4515, 0.5595, 0.507318, 0.527625, NA, 
+                  0.591, 0.512714, 0.498, 0.4835, 0.4925, NA, 0.497, 0.4318, 0.2755, 
+                  0.279667, 0.2465, NA, NA, NA, 0.2545, 0.290032, 0.288273, 0.276, 
+                  0.3015, 0.311625, 0.302, 0.3127, 0.3168, 0.278808, 0.3089, 0.318, 
+                  0.316, 0.297667, 0.295, 0.309978, 0.316, 0.324077, 0.2974, 0.319, 
+                  0.285333, 0.3032, 0.309, 0.295, 0.303667, 0.312, 0.32575, 0.315, 
+                  0.3025, 0.318044, 0.306143, 0.242, 0.2885, 0.321333, 0.327091, 
+                  0.3575, 0.281, 0.32425, NA, 0.308815, 0.33475, 0.289276, 0.34725, 
+                  0.301, 0.328933, NA, 0.3222, 0.301333, 0.332, 0.296667, 0.310417, 
+                  0.335, 0.346833, 0.316538, 0.322, 0.241, 0.278429, 0.314742, 
+                  0.327667, 0.2935, 0.322083, 0.283, 0.2915, NA, 0.308143, 0.299614, 
+                  0.313667, 0.334, 0.28925, 0.335, 0.299978, 0.306714, NA, 0.323, 
+                  0.365571, 0.282, 0.3295, 0.344, 0.292, 0.316333, NA, 0.318667, 
+                  0.3125, 0.31275, 0.310333, 0.268, 0.316, 0.283, 0.301667, 0.307333, 
+                  0.2934, 0.311273, 0.2828, 0.2775, 0.307, 0.354, 0.314833, 0.2965, 
+                  0.283, 0.334, 0.305, 0.301526, 0.30825, 0.271, 0.3015, 0.3439, 
+                  0.304, 0.31, 0.2903, 0.298333, 0.328917, 0.314, 0.293, 0.323, 
+                  0.2878, 0.306, 0.299833, 0.326, 0.308, 0.355667, 0.3254, 0.321, 
+                  0.3024, NA, 0.312353, 0.311667, 0.306, 0.316, 0.2908, NA, 0.306909, 
+                  0.286, 0.3218, 0.30075, 0.2886, 0.3086, 0.295714, 0.305, 0.3245, 
+                  0.3245, 0.315, 0.31, 0.265222, 0.278, NA, 0.270429, 0.295776, 
+                  0.294, 0.25, 0.261, 0.29625, 0.296, 0.271611, 0.277667, 0.282857, 
+                  0.29375, 0.30025, 0.2522, 0.227, 0.2085, 0.2, 0.2165, 0.2075, 
+                  0.257167, 0.230333, 0.3088, 0.213, 0.2045, 0.1725, 0.278333, 
+                  0.218333, 0.198, 0.178333, 0.196333, 0.206231, 0.272, 0.19725, 
+                  0.234667, 0.278, 0.186, 0.179, 0.259, NA, 0.1736, 0.214, 0.209667, 
+                  0.2165, 0.1752, 0.323, 0.282895, 0.3125, 0.28, 0.187364, 0.2684, 
+                  NA, 0.281778, 0.244, 0.2655, 0.1672, 0.275, 0.209, 0.28125, 0.308667, 
+                  0.24925, 0.1905, 0.282714, 0.2064, 0.2395, 0.234071, NA, 0.1984, 
+                  0.206, 0.23, 0.15925, 0.2165, 0.30175, 0.2285, 0.286333, 0.3195, 
+                  0.24525, 0.236667, 0.149, 0.33775, 0.287167, 0.267, 0.20975, 
+                  0.284333, 0.289, NA, 0.30925, 0.28225, 0.207333, 0.338, 0.192714, 
+                  0.159833, 0.200143, 0.185667, 0.185667, 0.193, 0.1692, 0.197, 
+                  0.1805, 0.184208, 0.194298, 0.156, 0.187909, 0.188029, 0.194957, 
+                  0.176143, 0.2067, 0.168333, 0.189, 0.196233, 0.193671, 0.184917, 
+                  0.172154, 0.187667, 0.1905, 0.131333, 0.1695, 0.157, 0.158333, 
+                  0.162667, 0.1645, 0.14525, 0.15384, 0.109818, 0.155, NA, 0.179333, 
+                  0.129353, 0.1575, 0.192, 0.1945, 0.193333, 0.2185, 0.1824, 0.165, 
+                  0.173667, 0.181333, 0.173857, 0.177, 0.184056, 0.174, 0.179667, 
+                  0.157, 0.209, 0.182417, 0.197818, 0.176, 0.169333, 0.19, 0.174, 
+                  0.191125, 0.175, 0.165, 0.172125, 0.151222, 0.16775, 0.159, 0.1825, 
+                  0.199, 0.143667, 0.208, 0.16275, 0.178286, 0.2025, 0.161474, 
+                  0.178167, 0.214, NA, 0.173714, 0.166829, 0.226, 0.124, 0.131, 
+                  0.12425, NA, 0.128667, 0.1485, 0.17, 0.153, NA, 0.155143, 0.1152, 
+                  0.15, 0.163125, 0.174, 0.157125, 0.1245, 0.155111, 0.180667, 
+                  0.15, 0.1848, 0.201, 0.2149, 0.128, 0.178, 0.173667, 0.182, 0.21625, 
+                  0.2595, 0.195167, 0.244, 0.2084, 0.1765, 0.197, 0.1518, 0.16825, 
+                  0.206714, 0.308, 0.3334, 0.302, 0.2895, 0.300333, 0.291769, NA, 
+                  0.322667, 0.336333, 0.331, 0.354, 0.322, 0.345333, 0.329333, 
+                  0.359, 0.326, 0.34425, 0.293, NA, 0.332, 0.306714, 0.2965, 0.342, 
+                  0.31725, 0.2764, NA, 0.305571, 0.294833, 0.2615, 0.2635, 0.2908, 
+                  0.235222, 0.279, 0.259333, 0.245, 0.225, 0.2908, NA, 0.2412, 
+                  0.2308, 0.2225, 0.215857, 0.2315, 0.237, 0.207, 0.204667, NA, 
+                  NA, 0.254, 0.195, 0.204, 0.1875, 0.218167, 0.2145, 0.108333, 
+                  0.127, 0.167, 0.153667, 0.17775, 0.159, 0.139375, 0.1598, 0.205, 
+                  0.172, 0.1416, 0.1434, 0.1545, NA, 0.331, 0.3121, 0.279, 0.332, 
+                  0.3043, 0.292, 0.290444, 0.297786, 0.31075, 0.27, 0.280667, 0.289667, 
+                  NA, 0.2987, 0.282, 0.300429, 0.322333, 0.2986, 0.31625, 0.292714, 
+                  0.276, 0.293, 0.262, 0.293, 0.276, 0.301, 0.313, 0.293, NA, 0.279, 
+                  0.325125, NA, 0.261, 0.308, 0.27875, 0.295, 0.285, 0.283, 0.316, 
+                  0.318, 0.2675, 0.2745, 0.327333, 0.31525, 0.31975, 0.304667, 
+                  0.2928, 0.29925, 0.295, NA, NA, 0.3115, 0.281, 0.305, 0.290917, 
+                  0.319, 0.27375, 0.302, NA, NA, 0.299667, 0.1545, 0.2024, 0.26275, 
+                  0.3068, 0.3092, 0.296333, NA, 0.298, 0.294, 0.31, 0.1442, NA, 
+                  0.1675, 0.182, 0.063, 0.147333, 0.335, 0.234667, 0.23625, 0.215667, 
+                  NA, 0.252, 0.24725, 0.329, 0.264333, 0.2812, 0.249667, 0.253, 
+                  0.252, 0.2975, NA, 0.3018, 0.282, NA, 0.1908, 0.3125, 0.374, 
+                  0.254, 0.2552, 0.274, 0.24675, 0.197, 0.18525, 0.2405, 0.21825, 
+                  0.21, 0.3106, 0.287889, 0.235, 0.3005, 0.3106, 0.2535, 0.141, 
+                  0.29775, 0.256, 0.166, 0.274333, 0.3065, 0.241, 0.263, 0.291, 
+                  0.181, 0.331, 0.224, 0.306667, 0.277833, 0.2415, NA, 0.141, 0.27, 
+                  0.2485, 0.288, 0.3255, 0.282, 0.329, 0.202667, 0.286, 0.245, 
+                  0.25275, 0.277, 0.2816, 0.254, 0.277167, 0.283, 0.1965, 0.239, 
+                  0.307, 0.2425, 0.325, 0.2345, 0.278, 0.196, 0.2625, 0.290333, 
+                  NA, 0.2919, 0.223667, 0.266, 0.2225, 0.207, 0.3245, NA, 0.265, 
+                  0.1596, 0.242588, 0.1952, 0.286, 0.2375, NA, 0.301, 0.2464, 0.2818, 
+                  0.2095, 0.242667, 0.2554, 0.218, 0.1935, 0.271, 0.290429, 0.28325, 
+                  0.285, 0.2975, 0.211333, 0.222, 0.276, 0.225, 0.205, 0.2945, 
+                  0.351, 0.2958, 0.2545, 0.223, 0.211, 0.289, NA, 0.28, 0.2798, 
+                  0.32, 0.222, 0.318286, 0.279333, 0.267545, 0.299, 0.2767, 0.2, 
+                  0.303, 0.298667, 0.2945, 0.244, 0.281143, 0.283667, 0.167, 0.269, 
+                  0.244, 0.285091, 0.209, NA, 0.276667, 0.263429, 0.22225, 0.189, 
+                  0.312, 0.2695, 0.33, 0.269722, 0.274, 0.269333, 0.371517, 0.3045, 
+                  0.218, 0.26, 0.319, 0.314, 0.304, 0.298, 0.2705, 0.322, 0.131, 
+                  NA, 0.3065, 0.259, 0.222, 0.2715, 0.2785, 0.265, 0.16425, 0.194, 
+                  0.193, 0.1695, 0.181, 0.1925, 0.20125, 0.1755, 0.187091, 0.184875, 
+                  0.172167, 0.165, 0.189857, 0.156, 0.196667, 0.2005, 0.2076, 0.19, 
+                  0.2, 0.216, 0.222, 0.16825, NA, 0.1921, NA, 0.2095, 0.196419, 
+                  0.195273, 0.241, 0.2415, 0.2185, 0.2276, 0.2155, 0.242, 0.227731, 
+                  0.2173, 0.202652, 0.2254, NA, 0.2045, 0.219413, 0.187, 0.205615, 
+                  0.2294, 0.214, 0.236, 0.2156, 0.209667, 0.234667, 0.227667, 0.226, 
+                  NA, 0.203167, NA, 0.217956, 0.234429, 0.2205, 0.234, 0.206485, 
+                  NA, NA, 0.2125, 0.197125, 0.233333, 0.207259, 0.23325, 0.229655, 
+                  0.213, 0.230333, 0.198333, NA, 0.2147, 0.177667, 0.2078, 0.223333, 
+                  0.2435, 0.205, 0.2125, 0.209231, 0.207667, 0.215, 0.233857, 0.209516, 
+                  0.228, 0.233, 0.222333, 0.2185, 0.23975, 0.2336, 0.215714, 0.231864, 
+                  0.227333, 0.1955, 0.226125, 0.263, 0.219696, 0.204429, 0.243, 
+                  0.206333, 0.207286, 0.222571, 0.209, 0.167, 0.248, 0.214, 0.204, 
+                  0.22, 0.2265, 0.20545, 0.208333, 0.2375, 0.219667, 0.238333, 
+                  0.231, 0.221, 0.2626, 0.225045, 0.2358, 0.2285, 0.1945, 0.215, 
+                  0.207167, 0.205, 0.211, 0.2135, 0.218, 0.239105, 0.22475, 0.2345, 
+                  NA, 0.2027, 0.239, 0.2235, 0.2457, 0.219667, 0.223125, 0.257, 
+                  0.218, 0.219667, 0.2218, 0.23, 0.216667, 0.244, 0.205667, 0.194, 
+                  0.2153, 0.2065, 0.2158, 0.245, 0.207529, 0.220444, 0.199, 0.213846, 
+                  NA, 0.19125, 0.231318, 0.2385, 0.202, NA, 0.2191, 0.2256, 0.222714, 
+                  0.1975, 0.192, 0.227, 0.2, 0.21275, 0.200444, NA, 0.199417, 0.195, 
+                  0.180621, 0.195, 0.199, 0.1715, 0.2415, 0.211167, 0.258111, NA, 
+                  0.240714, 0.201375, 0.2315, 0.3956, 0.342, 0.401, 0.3892, 0.327, 
+                  0.3365, 0.318667, 0.387333, 0.3294, 0.357, 0.3555, 0.38325, 0.312333, 
+                  0.307333, 0.276, 0.3515, 0.382333, 0.367923, 0.258, 0.385125, 
+                  0.347333, 0.291, 0.379, 0.368, 0.335, NA, NA, 0.354286, 0.349667, 
+                  NA, 0.3657, 0.336, 0.341289, 0.308, 0.350333, 0.386364, 0.3232, 
+                  0.3728, 0.318333, 0.33, 0.3695, 0.361, 0.340667, 0.353, 0.32625, 
+                  0.337833, 0.34425, 0.392, 0.330429, 0.3444, 0.3465, 0.340857, 
+                  0.40725, 0.3696, 0.34825, 0.342, 0.393, 0.365, 0.32925, 0.364, 
+                  0.323, 0.2725, 0.354917, 0.355, 0.425, 0.3315, 0.325667, 0.353667, 
+                  0.36425, 0.318, 0.3205, 0.339, 0.29675, 0.32125, 0.364333, NA, 
+                  0.285857, 0.344333, 0.312714, 0.298667, 0.302111, 0.324667, 0.3284, 
+                  0.313429, 0.32825, 0.272078, 0.303596, 0.299333, 0.298273, 0.302771, 
+                  0.29213, 0.309, 0.2783, 0.272, 0.2965, 0.281674, 0.283211, NA, 
+                  0.298769, 0.238667, 0.2875, 0.3245, 0.2455, 0.2945, 0.288, NA, 
+                  0.256, 0.281, 0.27368, 0.286818, 0.281667, NA, 0.246833, 0.248118, 
+                  0.322667, 0.28925, 0.307, 0.3, 0.272, 0.2856, 0.3385, NA, 0.322333, 
+                  0.316714, 0.289, 0.337278, 0.315, 0.321333, 0.328, 0.314, 0.317, 
+                  0.294091, 0.308, NA, 0.262, 0.272, 0.282, 0.305111, 0.31175, 
+                  0.336125, 0.314222, 0.31475, 0.3025, 0.302611, 0.289, 0.306333, 
+                  0.258, 0.30975, 0.312571, 0.3125, 0.324263, 0.3055, 0.29, NA, 
+                  0.290714, 0.283086, 0.23, 0.250667, 0.266, 0.2925, NA, 0.295333, 
+                  0.289167, 0.251, 0.308, 0.2805, 0.295714, 0.2764, 0.3002, 0.28775, 
+                  0.2668, NA, 0.2905, 0.269778, 0.273333, 0.2585, 0.2176, 0.2725, 
+                  0.3097, 0.248, NA, 0.278, 0.269, 0.30275, 0.256, 0.281667, 0.293, 
+                  0.283, 0.317167, NA, 0.3574, 0.24175, 0.266571, 0.237, 0.227, 
+                  0.244, 0.25125, 0.264667, 0.255462, NA, 0.2455, 0.292667, 0.2865, 
+                  0.29, 0.287, 0.322333, 0.294, 0.282, 0.313, 0.339625, 0.369, 
+                  0.337667, 0.3055, 0.332571, 0.214, 0.2092, 0.19125, 0.1836, NA, 
+                  0.217571, 0.225333, 0.2055, 0.212, 0.2108, 0.203111, 0.197, 0.218, 
+                  0.208, 0.212, 0.2008, 0.205667, 0.2154, 0.22, 0.22175, NA, 0.173, 
+                  0.176, 0.203, 0.233, 0.207667, 0.200167, 0.203, 0.153, 0.15975, 
+                  0.158, 0.1775, NA, 0.325, 0.337, 0.294222, 0.288667, 0.330875, 
+                  0.325, 0.287, 0.2514, 0.324, 0.234, 0.3082, NA, 0.304167, 0.2695, 
+                  0.234714, 0.2308, 0.239333, 0.216, 0.2254, 0.265667, 0.220111, 
+                  0.268429, 0.222, 0.255, 0.237, 0.208333, 0.23625, 0.2296, 0.244, 
+                  0.234714, 0.219667, 0.2248, NA, 0.256143, 0.2225, NA, 0.242, 
+                  0.240333, 0.244, 0.223167, 0.2115, 0.226333, NA, 0.2424, 0.23075, 
+                  NA, NA, 0.231667, 0.23925, 0.238818, 0.273, 0.241, 0.253, 0.2315, 
+                  0.223, 0.235, 0.228222, 0.245, 0.228, 0.230333, 0.2607, 0.22725, 
+                  0.204, NA, 0.231667, 0.232667, 0.219, 0.228, 0.246333, 0.244, 
+                  0.220375, 0.237, 0.237667, NA, 0.250667, 0.2915, 0.352, 0.28225, 
+                  0.2608, 0.2415, 0.252, NA, 0.2452, 0.279, 0.236, 0.342, 0.301875, 
+                  0.28125, 0.307, 0.294, 0.301333, 0.199, 0.213667, 0.194, 0.211167, 
+                  0.2145, 0.227, NA, NA, 0.185333, 0.1992, 0.236333, NA, 0.232833, 
+                  0.25025, NA, 0.2332, 0.227, 0.22, 0.3204, 0.2045, 0.299, 0.238, 
+                  0.2314, 0.1975, 0.23025, 0.214, NA, 0.1825, 0.20075, 0.192, 0.2254, 
+                  0.264556, 0.291333, 0.226, 0.242, 0.256, 0.339, 0.238, 0.305, 
+                  0.39975, 0.244667, 0.2475, 0.2385, 0.23, 0.25375, 0.1705, 0.2445, 
+                  0.325333, 0.240333, 0.225667, 0.28025, 0.205, 0.276333, 0.33, 
+                  0.3155, 0.219, 0.17775, 0.2025, 0.228333, 0.284667, 0.239091, 
+                  0.216333, 0.2375, 0.22, 0.3566, NA, 0.263833, 0.282, NA, 0.311, 
+                  0.244, 0.285, 0.23, 0.237, 0.242667, 0.246, 0.281625, 0.2678, 
+                  NA, 0.1918, 0.207, NA, 0.2695, 0.284, 0.251, 0.234, NA, 0.3468, 
+                  0.183471, 0.303, 0.183333, 0.278, NA, 0.271, 0.2938, 0.2246, 
+                  0.186, 0.223333, 0.222, 0.16, 0.258, 0.2795, 0.252714, 0.24825, 
+                  0.250667, 0.2165, 0.288, 0.29, 0.234, 0.336, 0.216, 0.24, 0.2065, 
+                  0.2246, 0.2215, 0.319, 0.225333, 0.2545, 0.25, 0.221, NA, 0.2825, 
+                  0.299143, 0.227, 0.237667, 0.212636, 0.223, 0.2602, 0.334, 0.222, 
+                  0.319667, 0.2765, 0.367, 0.234143, 0.259667, 0.438, 0.226, 0.239, 
+                  0.216364, 0.353, 0.248, 0.262667, 0.385571, 0.34575, 0.273, 0.275, 
+                  0.308, 0.234, 0.345889, 0.2285, 0.229333, 0.235276, 0.2417, 0.28, 
+                  0.226, 0.239667, 0.283, 0.308, 0.247, 0.242, 0.287, 0.178, NA, 
+                  0.258, 0.248, 0.279, 0.2545, NA, 0.207333, 0.12825, 0.129167, 
+                  NA, 0.112, 0.1205, 0.131, 0.160167, 0.112, 0.130636, 0.132125, 
+                  0.123444, 0.108, 0.133143, 0.205, 0.1565, 0.1475, 0.1576, 0.151667, 
+                  NA, 0.18525, 0.166, 0.18825, NA, 0.1764, NA, NA, 0.14529, 0.166909, 
+                  0.209, 0.2135, 0.20125, 0.207867, 0.1656, 0.1956, 0.221731, 0.1942, 
+                  0.175435, 0.2103, 0.188333, 0.214, 0.201783, 0.184, 0.189308, 
+                  0.2194, 0.212, 0.209667, 0.209, 0.196, 0.210667, 0.2125, 0.202, 
+                  0.16725, 0.1805, 0.201, 0.1952, 0.216857, 0.2945, 0.1915, 0.18797, 
+                  0.199818, 0.199, 0.2145, 0.15555, 0.182167, 0.194167, 0.2025, 
+                  0.216034, 0.161, 0.226667, 0.186667, 0.189, 0.1739, 0.169333, 
+                  0.1848, 0.24, 0.208583, 0.193, 0.170167, 0.178308, 0.186667, 
+                  0.287, 0.221429, 0.194871, 0.189667, 0.2565, 0.151667, 0.246, 
+                  0.23725, 0.2112, 0.200857, 0.2385, 0.178667, 0.2025, 0.228375, 
+                  0.218, 0.215674, 0.197714, 0.185, 0.219333, 0.192286, 0.224714, 
+                  0.177375, 0.152, 0.29, 0.203, 0.166, 0.206, 0.204, 0.1807, 0.225, 
+                  0.283, 0.207667, 0.234167, 0.211, 0.163667, 0.167, 0.225045, 
+                  0.218, 0.25025, 0.179, 0.201, 0.197833, 0.1955, 0.1865, 0.1855, 
+                  0.1988, 0.187053, 0.16925, 0.268, 0.2305, 0.2029, 0.234, 0.173, 
+                  0.2272, 0.218333, 0.201375, 0.181, 0.157, 0.186333, 0.2166, 0.188, 
+                  0.215833, 0.245, 0.180333, 0.199667, 0.2016, 0.2015, 0.201, 0.26225, 
+                  0.177765, 0.210222, 0.148, 0.208077, 0.2342, 0.17, 0.214318, 
+                  0.2185, 0.2362, 0.19075, 0.2281, 0.1938, 0.218571, 0.184, 0.204, 
+                  0.202, 0.1685, 0.18375, 0.17, 0.176667, NA, 0.160714, 0.171138, 
+                  0.231, 0.224, NA, 0.181, 0.226333, 0.2265, 0.225, 0.204, 0.18775, 
+                  0.2135, 0.3134, 0.306, 0.3215, 0.328, 0.289, 0.3425, 0.2735, 
+                  0.307333, 0.2834, 0.3, 0.3755, 0.37275, 0.302, 0.322, 0.341, 
+                  0.351, 0.338, 0.319769, 0.292, 0.30325, 0.317667, 0.283, 0.33, 
+                  0.356, 0.306, 0.3403, 0.3352, 0.320571, 0.338333, 0.3345, 0.363, 
+                  NA, 0.280789, 0.2985, 0.278, 0.356727, 0.2892, 0.3128, NA, 0.346, 
+                  0.2995, 0.3794, 0.264667, NA, 0.29225, 0.255, 0.346, 0.343, 0.298714, 
+                  0.3362, 0.33, 0.324214, 0.3285, 0.3348, 0.32525, 0.275, 0.3615, 
+                  0.322333, 0.287, 0.316, 0.292833, 0.279, 0.312833, 0.327333, 
+                  0.372, 0.25075, 0.302333, 0.308333, 0.30775, 0.234667, 0.2771, 
+                  0.3915, 0.2165, 0.25125, 0.312667, 0.25, 0.409286, 0.449667, 
+                  0.399, 0.399667, NA, 0.385, 0.4528, 0.422429, 0.4205, 0.450182, 
+                  0.407872, 0.497333, 0.405045, 0.429857, 0.410565, 0.457286, 0.4049, 
+                  0.501, 0.42, 0.42886, 0.418487, 0.447167, NA, 0.497333, 0.4315, 
+                  0.497833, 0.4825, 0.46075, NA, 0.458333, 0.48, 0.47525, 0.47492, 
+                  0.555364, 0.471833, NA, 0.452667, 0.550647, 0.466833, 0.45775, 
+                  0.4195, 0.388, 0.3855, 0.4758, 0.454, 0.450556, 0.388, 0.456, 
+                  0.47, 0.398278, 0.435, 0.428667, 0.472, 0.399, 0.416583, 0.425636, 
+                  NA, 0.419067, 0.488, 0.45, NA, 0.453778, 0.46225, 0.424125, 0.470333, 
+                  0.44475, 0.4475, 0.449278, 0.41, NA, 0.426, 0.48925, 0.425571, 
+                  0.39, 0.450263, 0.4395, 0.408667, NA, 0.466857, 0.459429, 0.365, 
+                  0.579333, 0.524, 0.5275, NA, 0.496667, 0.486167, 0.493, 0.4625, 
+                  0.5485, 0.466429, 0.5416, 0.4733, 0.464063, 0.4412, 0.45325, 
+                  0.5145, 0.496167, 0.436, 0.5145, 0.4732, 0.36475, 0.3691, 0.4615, 
+                  0.4105, 0.414333, 0.437, 0.34075, 0.3575, 0.3925, 0.382, 0.3772, 
+                  0.413667, 0.397333, 0.4248, 0.4615, 0.382429, 0.174, 0.2184, 
+                  0.254, 0.22175, 0.275333, 0.240692, NA, 0.2135, 0.199, 0.18525, 
+                  0.195, 0.223, 0.216222, 0.21, 0.172, 0.197, 0.24525, 0.243, 0.25, 
+                  0.191, 0.266143, 0.1705, 0.1634, 0.1375, 0.1546, NA, 0.1805, 
+                  0.204667, 0.2195, 0.221, 0.2434, NA, 0.233, 0.202917, 0.2365, 
+                  0.217333, 0.262, 0.235667, 0.2718, 0.2602, 0.26075, 0.257571, 
+                  0.3235, 0.314, 0.316, 0.327667, 0.294333, NA, 0.219, 0.19225, 
+                  0.17525, 0.184, 0.201833, 0.2045, 0.525, 0.477, 0.453444, 0.485667, 
+                  0.444375, 0.473, 0.4855, 0.5134, 0.367, 0.401, 0.4768, 0.5238, 
+                  0.471167, 0.52, NA, 0.2982, 0.268, 0.287, 0.2941, 0.279, 0.319778, 
+                  0.277357, 0.29875, 0.285, 0.309333, 0.323667, 0.293125, 0.3029, 
+                  0.276, 0.276429, 0.297833, 0.2892, 0.2795, 0.277429, 0.279, 0.305474, 
+                  0.274333, 0.2868, 0.301, 0.301333, 0.2755, 0.283333, NA, 0.2896, 
+                  0.27725, NA, 0.246, 0.278333, 0.293063, 0.284636, 0.271, 0.295, 
+                  0.261, 0.271, 0.3495, NA, 0.277333, 0.286, 0.288, 0.301667, 0.2833, 
+                  0.30425, 0.318, NA, 0.273, 0.265333, 0.268, 0.289, 0.28825, 0.252, 
+                  0.287625, 0.301333, 0.270667, NA, 0.282, 0.531, 0.3262, 0.2905, 
+                  0.2746, 0.2833, 0.295667, NA, 0.3126, 0.272, NA, 0.4706, 0.4905, 
+                  0.481667, 0.415, 0.6285, 0.501833, 0.187, 0.210333, 0.2085, 0.266, 
+                  0.218, 0.214, 0.27625, 0.225, 0.236333, 0.184, 0.25, 0.316, 0.251, 
+                  0.27175, NA, 0.2736, 0.256, 0.2855, 0.3992, 0.211, 0.266, 0.261, 
+                  0.2778, 0.2605, 0.29025, 0.2195, 0.25175, 0.2335, 0.26, 0.231667, 
+                  0.2702, NA, 0.344, 0.26, 0.2814, 0.23, 0.458, 0.2695, 0.263667, 
+                  0.3665, 0.31, 0.2605, 0.2675, 0.217, 0.32, 0.2365, 0.26, 0.308833, 
+                  0.297333, 0.221417, 0.341, 0.196667, NA, 0.244, 0.2995, 0.211, 
+                  0.18225, 0.27225, 0.19, 0.381667, 0.298182, 0.262333, 0.2405, 
+                  0.259, 0.2754, 0.331, 0.249333, 0.252, 0.20875, 0.306, 0.2005, 
+                  0.2675, 0.236, 0.2745, 0.231, 0.322, 0.318875, 0.233533, NA, 
+                  0.2747, 0.179667, 0.148, 0.427, 0.364, 0.2075, 0.203, 0.237, 
+                  0.3426, 0.187, 0.4286, 0.226333, 0.3445, NA, 0.299, 0.3124, 0.3034, 
+                  0.199, 0.242667, 0.3444, NA, 0.343, 0.2845, 0.308857, 0.22025, 
+                  0.283, 0.229, 0.344333, 0.25, 0.286, 0.325, 0.252, 0.2415, 0.167, 
+                  0.1882, 0.274, 0.314, NA, NA, 0.217333, 0.212, 0.2132, 0.2785, 
+                  0.268857, 0.185571, 0.268667, 0.274909, 0.248, 0.2749, 0.34, 
+                  0.247, 0.305333, 0.303167, 0.314, 0.236714, 0.239, 0.375, 0.269, 
+                  0.235, 0.260455, 0.3155, 0.249, 0.300667, 0.289143, 0.29025, 
+                  0.412, 0.243, 0.22775, 0.235, 0.315667, 0.284, 0.272167, 0.205621, 
+                  0.2622, 0.306, 0.219, 0.260167, 0.267, 0.235, 0.23, 0.2395, 0.223, 
+                  0.606, NA, 0.2555, 0.249, 0.24, 0.32575, 0.2525, 0.191333, 0.14725, 
+                  0.172667, 0.172, 0.131, 0.1475, 0.175, 0.187417, 0.1535, 0.174864, 
+                  0.155625, 0.143889, 0.136, 0.164143, 0.14, 0.163167, 0.15975, 
+                  0.1948, 0.161333, NA, 0.465667, 0.4515, 0.45975, 0.487167, 0.542, 
+                  NA, 0.4884, 0.520579, NA, 0.350667, 0.316, 0.395111, 0.372357, 
+                  0.3695, 0.365444, 0.332, NA, 0.41475, 0.390636, 0.403, 0.3515, 
+                  0.375562, 0.425556, 0.42575, 0.348571, NA, 0.360333, 0.3696, 
+                  0.384, 0.359333, 0.3715, 0.363, 0.3705, 0.392286, 0.332, 0.378792, 
+                  0.359, 0.380222, 0.3635, NA, 0.391444, 0.4275, 0.3517, 0.449658, 
+                  0.414, 0.394452, 0.326333, 0.3835, 0.426333, 0.367, 0.408444, 
+                  0.441, 0.4102, NA, 0.3895, 0.423667, 0.361375, 0.42, 0.3464, 
+                  0.421167, 0.38, 0.448333, 0.389, 0.418, 0.358, 0.315, 0.42425, 
+                  0.33975, 0.328, 0.438, 0.382833, NA, 0.416667, 0.401667, 0.371692, 
+                  0.294, 0.423545, 0.419, 0.363333, NA, 0.487, 0.39, 0.420571, 
+                  0.365, 0.38, 0.3715, 0.4165, 0.418, 0.421, 0.445316, 0.41825, 
+                  0.32, 0.394, 0.39175, 0.348833, 0.40425, 0.365556, 0.36325, 0.369333, 
+                  0.428833, 0.4095, 0.3394, 0.358273, 0.365, 0.3975, NA, 0.42875, 
+                  0.388741, 0.417111, NA, 0.435, 0.496, 0.363333, 0.412, 0.409, 
+                  0.366833, 0.380133, 0.369, 0.381, NA, 0.374333, 0.4235, 0.354, 
+                  0.368, 0.357375, 0.4035, 0.3682, 0.346, 0.370667, 0.309, 0.409261, 
+                  0.381429, 0.4, 0.4185, 0.383, 0.378333, 0.368333, 0.3398, 0.41625, 
+                  NA, 0.4238, 0.4245, 0.3435, 0.412667, 0.397667, 0.409, 0.464, 
+                  0.401, 0.5008, 0.479, 0.45808, 0.520833, 0.45085, 0.335333, NA, 
+                  0.461, 0.39875, 0.356083, 0.362769, 0.363, 0.405143, 0.401667, 
+                  0.3814, 0.088, 0.19, 0.13, 0.114, 0.073, 0.1546, 0.230222, NA, 
+                  0.1266, 0.054, 0.0743333, 0.1025, 0.134, 0.0996667, 0.109833, 
+                  0.0684, 0.1326, 0.106, 0.137, 0.144, NA, 0.103615, 0.1295, 0.1965, 
+                  0.129, 0.074, 0.0975, 0.1126, 0.10275, 0.0915, 0.066125, 0.103333, 
+                  NA, 0.10225, 0.111571, 0.141889, 0.100889, 0.07025, 0.107167, 
+                  0.126, 0.102, 0.071, 0.125, 0.078, 0.111429, 0.1083, 0.127, 0.072, 
+                  0.119143, 0.073875, 0.0865, 0.0925, 0.0837, 0.1228, 0.108, 0.064, 
+                  0.1105, 0.127167, 0.1162, 0.075, 0.164167, 0.13, 0.107118, 0.10725, 
+                  0.048, 0.128333, 0.09775, 0.100333, 0.11475, 0.13, 0.119333, 
+                  0.105333, NA, 0.169375, 0.0893333, 0.201444, 0.108375, 0.09, 
+                  0.104, 0.0485, 0.0606667, 0.0916, 0.0897143, 0.0977273, 0.072, 
+                  0.08132, 0.118529, 0.089, 0.0883158, 0.077, 0.102588, 0.066625, 
+                  0.11225, 0.0835, 0.079, 0.0790769, 0.0825, 0.0792, 0.100733, 
+                  NA, 0.06775, 0.07, 0.06675, 0.078375, 0.082, 0.0616667, 0.113167, 
+                  0.07925, 0.07544, 0.0681, 0.07125, NA, 0.091, 0.0739167, 0.0797143, 
+                  0.0586, 0.077, 0.0848, 0.0906, 0.068, 0.093, 0.12625, 0.0758333, 
+                  0.072, 0.1012, 0.102867, 0.089, 0.059, 0.0736667, 0.122, 0.0912632, 
+                  0.0885556, 0.087, 0.0889375, 0.132, 0.0918, 0.0975, 0.0515, 0.0633333, 
+                  0.100462, 0.102, 0.0705714, 0.0591667, 0.088, 0.073, 0.0875, 
+                  0.057, 0.1455, NA, 0.1305, 0.0884444, 0.076125, 0.0715, NA, 0.0834, 
+                  0.0964828, 0.076, 0.0586, 0.105143, 0.053, NA, 0.0815, 0.088625, 
+                  0.0896667, 0.0844, 0.066, NA, 0.0742, 0.0805, 0.0836364, 0.0758182, 
+                  0.0584, 0.053, 0.08485, NA, 0.0743333, 0.1085, 0.1124, 0.1653, 
+                  0.0565, 0.126, 0.12025, 0.091, 0.0821667, 0.09, 0.12025, 0.089, 
+                  0.119, 0.177, 0.079, 0.04, 0.167, NA, 0.32225, 0.319667, 0.317, 
+                  0.297333, 0.31, 0.320182, NA, 0.329, 0.2315, 0.225, 0.208, 0.191333, 
+                  0.172556, 0.213333, 0.210333, 0.233, 0.12675, 0.176667, 0.195857, 
+                  0.167667, 0.1258, 0.454333, 0.456, 0.509, 0.4342, NA, 0.453364, 
+                  NA, 0.421, 0.364, 0.3665, 0.355, 0.394, 0.387, 0.414, 0.315667, 
+                  0.373, 0.3175, 0.2755, 0.335333, 0.30475, 0.325778, 0.3215, 0.3215, 
+                  0.28025, 0.2145, 0.297, 0.2885, 0.628667, 0.4942, 0.511, 0.523, 
+                  0.526, 0.5068, 0.0503333, 0.31, 0.0496, 0.061, 0.0821667, 0.107, 
+                  0.0788, 0.0603333, 0.092, 0.067, 0.0997143, 0.0848, 0.0973333, 
+                  0.0916667, 0.29175, 0.284545, 0.2795, 0.3075, 0.285857, NA, 0.3048, 
+                  0.246937, 0.306333, 0.268, 0.242, 0.30725, 0.2812, 0.287778, 
+                  0.296667, 0.2766, 0.304, 0.289, 0.2935, 0.251667, 0.3145, 0.275154, 
+                  0.3135, 0.277, 0.292, 0.297833, 0.304, 0.243, NA, 0.292429, NA, 
+                  NA, 0.2725, 0.271, 0.266929, 0.290667, 0.264, 0.274667, NA, 0.236, 
+                  0.217333, 0.249, 0.281826, 0.233, 0.3485, 0.304, 0.237875, 0.27275, 
+                  0.277667, NA, 0.339, 0.276, 0.233, 0.247667, 0.2723, 0.330444, 
+                  0.277857, 0.318667, 0.26225, NA, 0.258, 0.0543333, 0.177875, 
+                  0.240333, 0.247375, 0.250417, 0.274333, NA, 0.166, 0.182, 0.2686, 
+                  0.0536667, 0.0656667, 0.0757692, 0.056, 0.1, 0.069, 0.463, 0.345, 
+                  0.432, 0.2945, 0.361833, 0.346, 0.3514, 0.40425, 0.398333, 0.464714, 
+                  NA, 0.315, 0.346222, 0.293, NA, 0.3245, 0.247, 0.279, 0.07825, 
+                  0.493, 0.1205, 0.372, 0.324, 0.377, 0.2976, 0.299, 0.339333, 
+                  0.35, 0.39, 0.338, 0.2415, 0.290364, 0.202, 0.380333, 0.2775, 
+                  0.3054, 0.11275, 0.289, 0.224333, 0.052, 0.288, 0.2018, 0.25525, 
+                  0.308857, 0.21025, 0.47, 0.275333, NA, 0.252222, 0.359923, 0.148667, 
+                  0.3924, 0.0758, 0.227333, 0.117, 0.409, NA, 0.352167, 0.352, 
+                  0.08225, 0.269167, 0.131, 0.338, 0.4125, 0.0806667, 0.247, 0.316, 
+                  0.21625, 0.265, 0.14325, 0.36, 0.239125, 0.339727, 0.34, 0.486, 
+                  NA, 0.236333, 0.316143, NA, 0.3235, 0.471333, 0.425, 0.0835, 
+                  0.112, 0.2938, 0.3075, 0.28, NA, 0.479706, 0.0826667, 0.4384, 
+                  0.247, NA, 0.257, 0.256, 0.297857, 0.356333, 0.3432, 0.327, 0.302, 
+                  0.1405, 0.077, 0.247667, 0.341125, 0.301, 0.303714, 0.1585, 0.5595, 
+                  0.333667, 0.1422, 0.264333, 0.270667, 0.348833, 0.383, 0.355333, 
+                  0.17925, 0.2955, 0.357667, 0.3025, 0.34, 0.227, 0.193, 0.3135, 
+                  0.385455, 0.3, 0.0922, 0.272, 0.292857, 0.153, 0.244333, 0.118667, 
+                  0.1982, 0.110333, 0.311, 0.36, 0.0445, 0.0535, 0.2535, 0.362, 
+                  0.202667, 0.300833, 0.28275, 0.0715, 0.1657, 0.214167, 0.1675, 
+                  0.316333, 0.362727, 0.0588, 0.199667, 0.3152, 0.288027, 0.300133, 
+                  0.1905, 0.335, 0.358, NA, 0.29325, 0.32525, 0.3275, 0.254333, 
+                  0.0915, NA, 0.23875, 0.305, 0.25075, 0.204333, 0.269, 0.413, 
+                  0.5975, 0.549, 0.5205, 0.545333, 0.539, 0.632, 0.5038, 0.50675, 
+                  0.564, 0.491833, 0.581875, 0.571333, 0.501, 0.54, 0.548286, 0.531, 
+                  NA, 0.561143, 0.5685, 0.199667, 0.200375, 0.2145, 0.201833, 0.18075, 
+                  NA, 0.2048, NA, 0.191077, 0.238667, 0.266, 0.238222, 0.260071, 
+                  0.222333, 0.230556, 0.259692, 0.249462, 0.241667, 0.232182, 0.24825, 
+                  0.22, 0.235563, 0.226778, NA, 0.248143, 0.2025, 0.268, 0.25, 
+                  0.266667, 0.259667, 0.2475, 0.236, 0.260667, 0.242143, 0.258, 
+                  NA, 0.264667, 0.243889, 0.2499, 0.253412, 0.229667, 0.23675, 
+                  0.2386, 0.229237, 0.224, 0.242935, 0.261333, 0.234636, 0.263333, 
+                  0.2295, 0.245111, 0.2365, 0.249, 0.251833, 0.2365, 0.230333, 
+                  0.2545, 0.21175, 0.2612, 0.244, 0.238833, 0.224833, 0.239, 0.230739, 
+                  NA, 0.29, 0.26875, 0.25175, 0.261, 0.227833, 0.251667, 0.230586, 
+                  0.251667, 0.231667, 0.248231, 0.2945, 0.249545, 0.22625, 0.256333, 
+                  0.230176, 0.202, 0.222333, 0.249714, 0.278, 0.21725, 0.246667, 
+                  0.2205, 0.2495, 0.193, 0.218895, 0.2125, 0.256, 0.231333, 0.2405, 
+                  0.262833, 0.246, 0.225778, 0.2381, 0.252667, 0.202167, 0.2185, 
+                  0.2384, 0.235273, 0.20975, 0.232167, 0.198, NA, 0.232259, NA, 
+                  0.2578, 0.2115, 0.209, 0.257667, 0.2455, NA, 0.226167, 0.226933, 
+                  0.273, 0.263, 0.286, 0.230667, 0.236, 0.23475, 0.2245, 0.230875, 
+                  0.20425, 0.2576, 0.23475, 0.239333, NA, 0.220609, 0.232571, 0.244333, 
+                  0.23575, 0.23575, 0.242667, 0.251444, 0.255, 0.23025, 0.215667, 
+                  0.253, 0.2125, 0.21875, 0.202333, 0.214, 0.2295, 0.251, 0.2216, 
+                  0.2198, 0.202167, 0.22176, 0.193, 0.221625, 0.242, 0.20075, 0.202, 
+                  0.205, 0.212833, 0.236231, 0.2435, 0.209571, 0.233167, 0.2224, 
+                  0.228, 0.184, 0.275, 0.1975, 0.17325, 0.1782, 0.232889, 0.247833, 
+                  0.282767, 0.224333, 0.209333, 0.19375, 0.32, 0.239333, 0.1775, 
+                  0.1958, 0.2188, 0.203231, 0.2555, 0.230286, 0.245, 0.298923, 
+                  0.18, 0.2315, 0.269, 0.235444, 0.187, 0.2244, 0.22825, 0.21425, 
+                  0.1815, 0.286, 0.289533, 0.287, NA, NA, 0.285444, 0.244, 0.274333, 
+                  0.1795, 0.3145, 0.196, 0.236, NA, 0.282571, 0.3052, 0.187, NA, 
+                  0.282714, 0.22325, 0.2345, 0.239167, 0.1901, 0.193, 0.2076, 0.246, 
+                  NA, 0.232833, 0.2644, 0.221, 0.285333, 0.2455, 0.247412, 0.21925, 
+                  0.1845, NA, 0.2715, 0.323333, 0.206, 0.282, 0.271833, 0.204667, 
+                  0.34075, 0.324375, 0.23, 0.326667, 0.189812, 0.204429, 0.2005, 
+                  0.209, 0.211, 0.2062, 0.199, 0.201818, 0.232, 0.16176, 0.220118, 
+                  0.194, 0.182526, 0.198722, 0.187529, 0.19225, 0.19, 0.1875, NA, 
+                  0.182, 0.170758, 0.1976, 0.171067, 0.20775, 0.22375, 0.132091, 
+                  0.11475, 0.1365, 0.11, 0.146, NA, 0.1015, 0.12096, 0.1156, 0.12825, 
+                  NA, 0.1078, 0.0954167, 0.179, 0.216733, 0.196, 0.1734, 0.1852, 
+                  0.159667, 0.198, 0.1975, 0.1955, 0.191571, 0.1912, 0.158933, 
+                  0.149, NA, 0.197667, 0.199, 0.212053, 0.184444, 0.1825, 0.200625, 
+                  NA, 0.1702, 0.1862, 0.168, 0.187, 0.185462, NA, 0.169857, 0.181, 
+                  0.185867, 0.166, 0.17275, 0.187, 0.195, 0.180222, 0.18425, 0.194167, 
+                  0.17525, 0.1885, NA, 0.1663, 0.133517, 0.091, 0.1126, 0.111714, 
+                  0.115667, NA, 0.1275, 0.128875, 0.091, 0.1264, 0.1245, 0.144286, 
+                  0.1082, 0.122125, 0.137455, 0.119, 0.118, 0.132, 0.13315, 0.14025, 
+                  0.148667, 0.169, 0.2008, 0.2063, 0.182, 0.1595, NA, 0.194, 0.218167, 
+                  0.18, NA, 0.19, 0.2, NA, 0.1496, 0.25, 0.22, 0.179, 0.26425, 
+                  0.256, 0.269, 0.270444, 0.290667, 0.260818, NA, 0.246214, 0.2995, 
+                  0.326667, 0.357333, 0.372, 0.358778, 0.3674, 0.370667, 0.356, 
+                  0.322625, 0.367333, 0.306857, 0.358333, 0.3322, 0.224, 0.243, 
+                  0.197, 0.2446, NA, 0.225091, 0.2158, 0.2145, 0.205, 0.193667, 
+                  0.203, 0.202, 0.1931, 0.1675, 0.219333, 0.18825, 0.1935, 0.1995, 
+                  0.190333, 0.17525, 0.176667, 0.162, 0.162, 0.18075, 0.15225, 
+                  0.187, 0.148833, 0.116333, 0.1692, 0.158167, 0.1255, 0.1632, 
+                  0.1576, 0.116333, 0.171, NA, 0.127, 0.164333, 0.149667, 0.1084, 
+                  0.133667, 0.11625, 0.144, 0.132429, 0.124, 0.133, 0.127333, 0.2255, 
+                  0.208273, 0.22325, 0.1895, 0.235714, 0.221, 0.1868, 0.24025, 
+                  NA, 0.2225, 0.226333, 0.17975, 0.2224, 0.202111, 0.223, 0.2254, 
+                  0.198667, 0.206667, NA, 0.222333, 0.251, 0.227308, 0.21475, NA, 
+                  0.18, 0.212, 0.230333, 0.263, NA, 0.214857, 0.229, NA, 0.1895, 
+                  0.23975, 0.220429, 0.192667, 0.2525, 0.215, 0.244, 0.2545, 0.237, 
+                  0.239, 0.209696, 0.2236, 0.201, NA, 0.24225, 0.228, 0.226222, 
+                  NA, 0.1745, 0.229429, 0.239, 0.208667, 0.207, 0.200444, 0.224714, 
+                  0.231, 0.23875, NA, 0.259, 0.17, 0.21075, NA, 0.249875, 0.240917, 
+                  0.221, NA, 0.283, 0.277, 0.2144, 0.170333, NA, 0.130692, 0.1108, 
+                  0.1205, 0.117, 0.19, 0.20475, 0.196, 0.1935, 0.168333, 0.216, 
+                  0.1946, 0.18925, 0.214667, 0.188714, 0.214, 0.145, 0.203, 0.233, 
+                  NA, 0.217, 0.26, 0.228, 0.196, 0.191, 0.309, 0.221, 0.18, 0.188, 
+                  0.1896, 0.19775, 0.186333, 0.135, 0.173, 0.209333, 0.2005, 0.260364, 
+                  0.193333, 0.228667, 0.237125, 0.2344, 0.1655, 0.267, 0.228, 0.212, 
+                  0.2545, 0.2662, 0.19475, 0.236143, 0.251, 0.157333, 0.26325, 
+                  0.212, 0.223222, 0.217692, 0.248167, 0.1569, 0.1614, 0.276667, 
+                  0.227, 0.224, 0.1895, 0.189, 0.28025, 0.17625, 0.249833, NA, 
+                  0.201571, 0.2245, 0.301833, NA, 0.233, 0.269, NA, 0.21925, 0.253, 
+                  0.206375, 0.227455, 0.20625, 0.19, 0.2015, NA, 0.230286, NA, 
+                  0.19325, 0.190333, 0.242, 0.189, 0.221333, 0.2442, 0.2705, 0.2495, 
+                  0.158, 0.193588, 0.255, 0.1814, 0.218667, NA, 0.2345, 0.2365, 
+                  NA, 0.186, 0.2078, 0.225, 0.239, 0.18375, 0.294, 0.233333, 0.23625, 
+                  0.235, 0.252143, 0.2075, 0.13875, 0.213333, 0.2312, 0.209, 0.239333, 
+                  0.277333, 0.223667, 0.189, 0.20525, 0.214, 0.25, 0.258, 0.184, 
+                  0.300286, 0.278, 0.232667, 0.284273, 0.234, 0.1344, 0.2185, 0.231, 
+                  0.19, 0.276, 0.277, 0.1998, 0.265, 0.245, 0.219, 0.1935, 0.144, 
+                  0.215, 0.186, 0.217333, 0.272333, 0.285, 0.30425, 0.195, 0.203667, 
+                  0.2355, 0.237667, 0.251545, 0.2948, 0.246, 0.1926, 0.278027, 
+                  0.230067, 0.19175, 0.221, NA, 0.272333, 0.2325, NA, 0.23325, 
+                  0.245667, 0.153833, NA, 0.227, 0.232333, 0.2175, 0.21, 0.251, 
+                  0.274, 0.135, 0.133, 0.15025, 0.141333, 0.1655, 0.122, 0.1598, 
+                  0.1545, 0.135, 0.143, 0.128625, 0.120333, 0.1664, NA, 0.156714, 
+                  0.1455, 0.196, 0.131143, 0.14325, 0.174333, 0.17725, 0.18325, 
+                  0.165333, 0.15125, NA, 0.1588, 0.144526, 0.147769, 0.202667, 
+                  0.224, 0.188333, 0.196143, 0.204167, 0.205, 0.204923, 0.198231, 
+                  0.178167, 0.190273, 0.18425, 0.2205, 0.202125, 0.195111, 0.19675, 
+                  0.214, 0.1855, 0.189333, 0.2002, 0.186167, 0.206333, 0.194, 0.189, 
+                  0.2, 0.189714, 0.228, 0.195132, 0.198667, 0.186556, 0.2011, 0.178824, 
+                  0.199, 0.18675, 0.214, 0.183789, 0.200667, 0.187839, 0.224, 0.202864, 
+                  NA, 0.202, 0.185778, 0.1905, 0.1932, 0.218833, 0.2044, 0.174, 
+                  NA, 0.20575, 0.193, 0.1815, 0.198, 0.174333, 0.202, 0.199261, 
+                  0.191, 0.196, 0.17275, 0.2055, NA, 0.197167, 0.183667, NA, 0.188333, 
+                  0.208, NA, 0.204, 0.188091, 0.189833, 0.211333, NA, 0.196, 0.199667, 
+                  0.179714, 0.199, 0.21675, 0.201167, 0.199, 0.1765, 0.203, 0.175684, 
+                  0.21, 0.2, 0.189667, 0.20325, 0.2125, NA, 0.209667, 0.21, 0.207667, 
+                  0.1895, 0.1905, 0.2076, 0.209091, 0.20275, 0.197, 0.199, 0.18875, 
+                  0.203074, 0.182, 0.2082, 0.1915, 0.18, NA, 0.1865, 0.1945, 0.200333, 
+                  0.202333, 0.203, 0.182, 0.2035, 0.207667, 0.188167, 0.219125, 
+                  0.2245, 0.217125, 0.20375, 0.1976, 0.22725, 0.216667, 0.2244, 
+                  0.198565, 0.206286, 0.185, 0.1865, 0.20125, NA, 0.196667, 0.2092, 
+                  0.18075, 0.189, 0.1644, 0.178, 0.23225, 0.195, 0.202667, 0.1875, 
+                  0.161, 0.1838, 0.1546, 0.174, 0.1702, 0.1565, 0.170375, 0.215333, 
+                  0.16725, 0.187333, NA, 0.21325, 0.213308, 0.1925, 0.207143, 0.184833, 
+                  0.2144, 0.387667, 0.325, 0.311, NA, 0.4095, 0.366, 0.287556, 
+                  0.370667, 0.3431, 0.407, 0.358667, 0.3945, 0.291, 0.363333, 0.385667, 
+                  0.3884, 0.3668, 0.373308, 0.346, 0.353143, 0.312, 0.341385, 0.38, 
+                  0.32, 0.308, 0.389, 0.3625, 0.3733, 0.368, 0.362, 0.41325, 0.341333, 
+                  0.344067, 0.33675, 0.343429, 0.356333, 0.335, 0.37625, 0.3205, 
+                  0.391, 0.336, 0.372, 0.360333, 0.368, NA, 0.3244, 0.4005, 0.338, 
+                  0.326429, 0.366125, 0.38, 0.350333, 0.4295, 0.3584, 0.3816, 0.402, 
+                  0.34, 0.348, 0.357, 0.4252, 0.3005, 0.3565, 0.350824, 0.36125, 
+                  0.4155, 0.300667, 0.34825, 0.313333, 0.3685, 0.298, 0.340833, 
+                  0.388, 0.26075, 0.276, 0.354, 0.284, 0.294625, 0.313429, 0.2945, 
+                  NA, 0.344167, 0.3054, 0.299714, 0.308364, 0.303, 0.31244, 0.272, 
+                  0.298, 0.325947, 0.3075, 0.303647, 0.33575, 0.29575, 0.32325, 
+                  0.296, 0.304038, 0.317561, 0.3068, 0.3042, 0.293917, 0.28825, 
+                  0.348455, 0.324, 0.3475, 0.3628, 0.356333, 0.328167, 0.2925, 
+                  0.34384, 0.3439, 0.33525, NA, 0.3282, 0.321583, 0.325571, 0.3046, 
+                  0.316333, 0.291, 0.3048, 0.339, 0.282, 0.25425, 0.308833, 0.306143, 
+                  0.2992, 0.288067, 0.296, 0.325, 0.32, 0.273, 0.301684, 0.320222, 
+                  0.3035, 0.296375, 0.28, 0.291, 0.31325, 0.349333, 0.319667, 0.290462, 
+                  0.285375, 0.339286, 0.334667, 0.282467, 0.2925, 0.3135, 0.364, 
+                  0.2825, 0.296111, 0.31075, 0.313667, 0.323625, 0.336, NA, 0.3174, 
+                  0.332345, 0.366, 0.3118, 0.293143, 0.333667, NA, 0.3715, 0.342, 
+                  NA, 0.3442, 0.365, NA, 0.3402, 0.35675, 0.316091, 0.322818, 0.3514, 
+                  0.352, 0.3161, 0.36925, 0.306333, 0.3355, NA, NA, 0.3145, 0.335, 
+                  0.29825, 0.329, NA, 0.2825, 0.2845, 0.281, 0.31475, 0.3005, NA, 
+                  0.319, 0.289, 0.303429, 0.211375, 0.208333, 0.231333, 0.221111, 
+                  0.221, 0.226182, NA, 0.217071, 0.282, 0.284667, 0.271333, 0.26, 
+                  0.296333, 0.2504, 0.266667, 0.279, 0.310625, 0.273, 0.268143, 
+                  0.278333, 0.3186, NA, 0.174667, 0.188, 0.1688, NA, 0.180818, 
+                  NA, 0.185, 0.229, 0.206333, 0.202, 0.205, 0.225, 0.195, 0.207667, 
+                  0.2065, 0.216, 0.2665, 0.206167, 0.21875, 0.225444, 0.223, 0.223, 
+                  0.23875, 0.26525, 0.226, 0.219333, 0.118667, 0.1464, 0.159333, 
+                  0.1585, 0.1432, 0.1632, 0.376, 0.226, 0.3698, 0.343, 0.33575, 
+                  0.311667, 0.3238, 0.291, 0.2725, 0.346, 0.315286, 0.3454, 0.369333, 
+                  0.361333, 0.23375, 0.234545, 0.21025, 0.224, 0.207, 0.216, 0.233, 
+                  0.25175, 0.217667, 0.221, 0.216333, NA, 0.2344, 0.220778, 0.211333, 
+                  NA, 0.226833, 0.216, 0.220333, 0.236, 0.1975, 0.204077, 0.23325, 
+                  0.210462, 0.229, 0.211333, 0.221, 0.232, NA, 0.228571, 0.2455, 
+                  NA, 0.264, 0.21575, 0.226286, 0.229333, 0.218, 0.225167, 0.204, 
+                  0.24275, NA, 0.192667, 0.233565, 0.2616, 0.1795, 0.2216, 0.2435, 
+                  0.2375, 0.224333, NA, 0.2185, NA, 0.248667, 0.248333, 0.2321, 
+                  0.208889, 0.198, 0.226, 0.23, NA, 0.2145, 0.305, 0.337125, NA, 
+                  0.22975, 0.251083, 0.267667, NA, 0.2425, 0.32, 0.2614, 0.325333, 
+                  0.339667, 0.358923, 0.3696, NA, 0.387, 0.197, 0.2135, 0.177, 
+                  0.2255, 0.204167, 0.191, 0.2246, 0.1945, 0.210333, 0.175571, 
+                  0.241667, 0.265, 0.219556, 0.228, NA, 0.2075, 0.245, 0.23, 0.31325, 
+                  0.165, NA, 0.193, 0.2035, 0.193, 0.2258, 0.21, 0.223667, NA, 
+                  0.186, 0.202667, 0.246, 0.237091, 0.329333, 0.184333, 0.223375, 
+                  0.2318, 0.35975, 0.228, 0.255, 0.456, 0.221667, 0.2542, 0.2395, 
+                  NA, 0.1985, 0.172667, 0.2355, 0.343, 0.259444, 0.212692, 0.286167, 
+                  0.2192, 0.2862, 0.280333, 0.309, 0.18, 0.1685, 0.213, 0.193, 
+                  0.29825, 0.202833, 0.379, 0.220143, 0.188, 0.359, 0.2265, 0.249, 
+                  0.257, 0.166, 0.31275, 0.202333, 0.2885, NA, 0.21425, 0.176, 
+                  0.191, 0.25, 0.244857, NA, 0.22875, 0.171667, 0.171, 0.304, 0.306, 
+                  0.2516, 0.217, 0.2465, 0.374, 0.160971, 0.308333, 0.1796, 0.242333, 
+                  NA, 0.226, 0.2575, NA, 0.206667, 0.2172, 0.209, 0.223, 0.27225, 
+                  0.318, 0.213333, 0.206875, 0.227, 0.208857, 0.3265, 0.141, 0.200333, 
+                  0.3192, 0.221, 0.208, 0.200917, 0.202333, 0.215333, 0.3385, 0.2405, 
+                  0.185667, 0.2285, 0.221, 0.285714, NA, 0.251167, 0.184273, 0.201, 
+                  0.3236, 0.2835, 0.228571, 0.344, 0.234667, 0.326667, 0.2264, 
+                  0.351333, 0.202429, 0.207, 0.403, 0.363, 0.2475, 0.2115, 0.274667, 
+                  0.239167, 0.19775, 0.32675, 0.3457, 0.238333, 0.321, 0.235667, 
+                  0.201182, 0.3504, 0.269, 0.234, 0.232243, 0.2296, 0.33125, 0.221, 
+                  0.1884, 0.203333, 0.225875, 0.2265, 0.21425, 0.230333, 0.300833, 
+                  NA, 0.26025, 0.249333, 0.20475, 0.247667, 0.21, 0.163, 0.1225, 
+                  0.145, NA, 0.135667, 0.141, 0.117, 0.1464, 0.146, 0.135375, 0.177167, 
+                  0.130083, 0.134667, 0.1666, 0.144, 0.139, 0.135, 0.201, 0.125143, 
+                  0.138833, 0.160333, 0.171125, 0.14225, 0.145333, 0.12625, NA, 
+                  0.1478, 0.129842, 0.127615, 0.208, 0.194, 0.178, 0.1715, 0.204667, 
+                  0.198889, NA, 0.168, 0.165833, 0.187091, 0.164, 0.208, 0.186875, 
+                  0.152556, 0.163, NA, 0.223, 0.182333, 0.1804, 0.163, 0.175333, 
+                  0.187, 0.212, 0.168833, 0.176143, 0.182, 0.169925, 0.178, 0.189111, 
+                  0.1855, 0.169294, 0.18, NA, 0.1958, 0.137421, NA, 0.174903, 0.189, 
+                  0.178955, 0.122667, 0.201, 0.160444, 0.132, 0.1476, 0.1665, 0.1694, 
+                  0.171667, 0.183625, 0.1625, 0.199, NA, 0.182833, 0.152333, 0.169333, 
+                  0.152, 0.200667, 0.199, 0.1345, 0.2035, 0.205, 0.137167, 0.181833, 
+                  0.199517, 0.143667, 0.158667, 0.183308, 0.208, 0.138636, 0.164833, 
+                  0.169, 0.208824, 0.115, 0.188333, 0.149857, 0.157, 0.186, 0.180667, 
+                  0.1645, 0.156, 0.183, 0.160053, 0.159, 0.224, 0.185333, 0.1645, 
+                  0.1765, 0.15625, 0.198778, 0.18855, 0.171, 0.179667, NA, 0.2148, 
+                  NA, 0.22225, 0.173333, 0.1765, 0.169625, 0.175963, 0.157889, 
+                  0.184, 0.1615, 0.115, 0.167, 0.156, 0.186, 0.206667, 0.190667, 
+                  0.156, 0.174, 0.145, NA, 0.152167, 0.192125, 0.183, NA, NA, 0.1762, 
+                  0.192, 0.174, 0.2232, 0.171609, 0.179714, 0.171, 0.1595, NA, 
+                  0.181667, 0.183778, 0.1958, 0.173125, 0.173333, 0.1584, 0.1845, 
+                  0.2055, 0.19, 0.185333, 0.1745, 0.124, 0.1932, 0.1244, 0.145333, 
+                  0.14996, 0.129667, NA, 0.208333, 0.13525, 0.149333, 0.1695, 0.218083, 
+                  0.188, 0.201, 0.178571, 0.18, 0.1818, 0.296333, 0.3, 0.284, 0.336, 
+                  0.3445, 0.301, 0.249333, 0.293667, 0.2475, 0.314667, 0.358, 0.30925, 
+                  0.255, 0.298333, 0.327167, 0.3474, 0.2818, 0.317077, 0.261, 0.272429, 
+                  0.26, 0.256077, 0.31075, 0.252, NA, 0.301333, 0.353, 0.2898, 
+                  0.30125, 0.3325, 0.33925, 0.269667, 0.267167, 0.274, 0.264, NA, 
+                  0.278667, 0.3095, 0.298167, 0.303, NA, 0.361, 0.278333, 0.3505, 
+                  0.282714, 0.262, NA, NA, 0.271714, 0.336875, 0.2995, 0.318, 0.2966, 
+                  0.3256, 0.3024, 0.287, 0.289, 0.292167, 0.2628, 0.2786, 0.249833, 
+                  0.268, NA, 0.31175, 0.3525, 0.253333, 0.283, 0.262667, 0.31025, 
+                  0.29, 0.268167, 0.302, 0.18875, 0.230375, 0.326667, 0.187889, 
+                  0.407187, 0.392143, 0.4015, 0.386, 0.383667, 0.3968, 0.411571, 
+                  0.391909, NA, 0.44444, 0.389118, 0.419, 0.403105, 0.416667, 0.406118, 
+                  0.4055, 0.402, 0.4055, 0.444, 0.434923, 0.429076, 0.416, 0.424133, 
+                  0.376667, 0.42075, 0.449455, 0.4945, 0.4375, 0.445, 0.436, 0.425167, 
+                  0.52675, 0.45964, 0.4724, 0.46525, NA, 0.4726, 0.508917, 0.415857, 
+                  0.42, 0.410667, 0.451, NA, 0.433333, 0.426, 0.42225, 0.42, 0.429857, 
+                  0.4084, 0.4502, 0.4655, 0.436, 0.409, 0.407, 0.395105, 0.406667, 
+                  0.427, 0.414125, 0.362, 0.4472, 0.40285, 0.431167, 0.43, 0.423769, 
+                  0.454375, 0.420429, 0.425333, NA, 0.469, 0.4265, 0.392, 0.3765, 
+                  0.424444, 0.374, 0.4035, 0.425125, 0.404, NA, 0.4328, 0.437931, 
+                  0.467, 0.5176, 0.49, 0.497667, NA, 0.4195, 0.440375, 0.542667, 
+                  0.445, 0.4445, 0.441429, 0.4776, 0.44025, 0.462727, 0.482273, 
+                  0.472, 0.4625, 0.4659, 0.3915, 0.470667, 0.387, 0.3884, 0.3513, 
+                  0.447, 0.379375, 0.4165, 0.386, 0.3895, 0.447, 0.4345, 0.439, 
+                  0.36625, 0.3355, 0.4918, 0.391, 0.324, 0.383429, 0.202375, 0.216, 
+                  0.182333, 0.211111, 0.178333, 0.192909, NA, 0.207929, 0.1875, 
+                  0.163667, NA, 0.176667, 0.172222, 0.169, 0.151667, 0.132, 0.239875, 
+                  0.182667, 0.229286, 0.195667, 0.2235, 0.136667, 0.126333, 0.106, 
+                  0.1528, NA, 0.140818, 0.1808, 0.1795, 0.202, 0.233167, 0.239875, 
+                  0.199, 0.1951, 0.224, 0.257333, 0.2325, NA, 0.2585, 0.268, NA, 
+                  0.272222, 0.2935, 0.2935, NA, 0.36775, 0.2895, 0.3435, 0.136, 
+                  0.1896, 0.171333, 0.1925, 0.167, 0.1726, 0.457333, 0.294, 0.4534, 
+                  0.4694, 0.417667, NA, 0.489, 0.515, NA, 0.4425, NA, 0.4458, 0.400333, 
+                  0.419333, NA, 0.272273, 0.28675, NA, NA, 0.2305, 0.2748, 0.261063, 
+                  0.287667, 0.289, 0.315333, 0.28375, 0.2619, 0.289222, 0.269333, 
+                  0.2728, 0.2705, 0.288667, 0.29, 0.289833, 0.237, 0.293231, 0.23825, 
+                  0.279615, 0.299, 0.278833, 0.245333, 0.262, NA, 0.264286, 0.2545, 
+                  NA, 0.274, NA, NA, 0.287, 0.2655, 0.284833, 0.26, 0.26625, 0.284333, 
+                  0.319333, 0.274783, 0.2816, 0.271, 0.2624, NA, 0.26175, 0.271778, 
+                  NA, 0.2675, 0.279714, NA, NA, 0.2887, 0.26, 0.299571, 0.224333, 
+                  0.2685, NA, 0.269, 0.470667, 0.274375, 0.296333, 0.27325, 0.2575, 
+                  0.237, NA, 0.308, 0.22, 0.2556, 0.451, 0.436667, 0.434462, 0.4638, 
+                  0.4895, 0.4272, 0.151, 0.2365, 0.195, 0.2865, 0.265667, 0.247, 
+                  0.229, 0.21225, 0.177, 0.170857, 0.307, 0.275, 0.231222, 0.246, 
+                  NA, 0.251333, 0.248, 0.264, 0.413, 0.151, 0.25, 0.214, 0.2925, 
+                  0.242, 0.2872, 0.29375, 0.250667, 0.25, 0.251, 0.25, 0.3115, 
+                  0.212273, 0.275333, 0.206667, 0.26175, 0.2284, 0.362, 0.217, 
+                  0.292333, 0.279, 0.235833, 0.2778, 0.31075, NA, 0.34025, 0.199667, 
+                  0.225833, 0.268333, 0.265111, 0.209769, 0.317667, 0.2316, 0.4772, 
+                  0.215667, 0.347, 0.187, 0.136, 0.245833, 0.175, 0.44275, 0.278167, 
+                  0.312, 0.240571, 0.1755, 0.25875, 0.2975, NA, 0.2575, 0.434, 
+                  0.325, 0.185, 0.266125, 0.211, 0.2395, 0.149, 0.24, 0.298333, 
+                  0.208714, NA, NA, 0.166667, 0.162, 0.4235, 0.360667, 0.2106, 
+                  0.205, 0.2235, 0.3645, 0.165647, 0.354, 0.2004, 0.291667, NA, 
+                  0.2825, 0.2505, 0.274857, 0.250667, 0.232, 0.239, 0.236, 0.4035, 
+                  NA, 0.306, 0.21575, 0.237, 0.235286, 0.3075, 0.161, 0.253, 0.3076, 
+                  0.306, 0.282, 0.173083, 0.191, 0.24, NA, 0.2495, 0.206667, NA, 
+                  0.255, 0.186857, 0.242333, 0.202667, 0.145909, 0.2645, 0.45, 
+                  0.2255, 0.248, 0.313, 0.245, 0.277667, 0.3756, NA, NA, 0.213, 
+                  0.358, 0.44, 0.284, 0.24075, 0.305, 0.187167, 0.23425, 0.29775, 
+                  0.2937, 0.3435, 0.277, 0.21, 0.184364, 0.2962, 0.285333, 0.2582, 
+                  0.201946, 0.240333, 0.286, 0.222, NA, 0.179, 0.2485, 0.23175, 
+                  0.225, 0.269667, 0.453833, NA, 0.274, 0.213667, 0.327, 0.337667, 
+                  0.2705, 0.15, 0.1445, 0.172, 0.18275, 0.177333, 0.155, 0.129, 
+                  0.1896, 0.19325, 0.165562, 0.188, 0.159542, 0.174, 0.1662, 0.166, 
+                  0.156, 0.18825, NA, 0.182714, 0.149667, 0.370667, 0.371923, 0.3902, 
+                  0.387833, 0.356714, NA, 0.413833, 0.421281, 0.42215, 0.248667, 
+                  0.3645, 0.252533, 0.2564, NA, 0.24625, 0.210667, 0.248571, 0.259875, 
+                  0.215667, NA, 0.252143, 0.222, 0.275333, 0.216889, 0.2694, 0.219833, 
+                  0.2312, 0.2572, 0.23875, 0.231571, 0.173333, 0.2728, 0.272667, 
+                  0.2345, 0.2495, 0.250178, 0.2455, 0.243308, 0.2675, 0.256, 0.231143, 
+                  0.280857, 0.2185, 0.242, 0.220333, 0.251718, 0.2355, 0.26224, 
+                  0.296, 0.255667, 0.287286, 0.2325, 0.262, 0.306429, 0.249571, 
+                  0.278, 0.24, 0.255667, NA, 0.253667, 0.2506, 0.306857, 0.251714, 
+                  0.261, 0.223667, 0.231333, 0.239167, 0.23925, 0.230286, 0.2828, 
+                  0.263143, 0.21292, 0.251857, 0.279667, 0.246333, 0.261, 0.2493, 
+                  0.251667, NA, 0.193714, NA, 0.215214, 0.294, 0.2925, 0.259, 0.241222, 
+                  0.165, NA, 0.2505, 0.255043, 0.251647, 0.229625, 0.230833, 0.219167, 
+                  0.265, 0.262286, 0.237333, 0.235407, NA, 0.29, 0.261, 0.242667, 
+                  0.262167, 0.235533, 0.249, 0.216, 0.243429, 0.276824, 0.2112, 
+                  0.258, 0.264111, 0.25575, 0.256, 0.24125, 0.252571, 0.241, 0.245267, 
+                  0.2235, 0.2144, 0.2115, 0.254333, 0.26, 0.225, 0.3325, 0.167857, 
+                  0.260714, 0.2448, 0.209571, NA, NA, 0.264231, 0.2605, 0.241, 
+                  0.25725, 0.22125, 0.23925, 0.235071, 0.21575, 0.24475, 0.29625, 
+                  0.278364, 0.329167, 0.203, 0.211, 0.25325, 0.246333, 0.248, 0.247667, 
+                  0.407667, 0.426, 0.34416, 0.367875, NA, 0.209, 0.3696, 0.3515, 
+                  0.237, 0.255143, 0.2086, 0.238125, 0.299333, 0.272, 0.18, 0.070875, 
+                  0.0825, 0.0646667, 0.0568889, 0.0653333, 0.0725, 0.129, 0.0633846, 
+                  0.0643, 0.0546, 0.026, 0.064375, NA, 0.05975, 0.076, 0.04375, 
+                  0.07025, 0.0484286, 0.0821667, 0.0898182, 0.066, NA, 0.08425, 
+                  NA, 0.066, 0.05625, 0.0764, 0.05675, 0.079, 0.045, 0.0645, 0.057, 
+                  0.0674545, 0.051, 0.0728571, 0.062375, 0.0689, 0.0365, 0.0605385, 
+                  0.048, 0.097, 0.101, 0.0486, 0.0435, 0.0841111, 0.0468, 0.07, 
+                  0.0543333, 0.0478, 0.0824286, 0.075, NA, 0.06275, 0.068, 0.0507143, 
+                  0.0967143, 0.0636667, 0.0688, 0.0587143, 0.0722, 0.068125, 0.0786, 
+                  0.0633, NA, 0.0605, 0.0956667, 0.10075, NA, 0.068, 0.158, 0.0576667, 
+                  0.077, 0.072, 0.0827143, NA, 0.144692, 0.0225, 0.05775, 0.033, 
+                  0.0354, 0.0685, NA, 0.0463333, 0.0575, 0.059, 0.0627813, 0.0454815, 
+                  0.046, 0.0465833, 0.0412143, 0.0493448, 0.053125, 0.03025, 0.0452857, 
+                  0.05125, 0.0533333, 0.0535, 0.0474444, 0.0389444, 0.055, NA, 
+                  0.0534, 0.0523333, 0.0564, 0.0492857, 0.0363333, 0.0633333, 0.115, 
+                  0.0418182, 0.0754, 0.0366667, 0.0535, 0.0365714, 0.045875, 0.038375, 
+                  0.0411, NA, 0.0475, 0.061, 0.074875, 0.0401429, 0.0361429, 0.039, 
+                  0.0275714, 0.05575, 0.0395625, 0.0348, 0.026, 0.05875, 0.07025, 
+                  0.047, 0.0735714, 0.0657273, 0.0346364, 0.046, 0.0567273, 0.051, 
+                  0.0343333, 0.05475, 0.03525, 0.0604286, NA, 0.085, 0.0412174, 
+                  0.051, 0.04825, 0.0253333, 0.03125, 0.0585, 0.066, 0.0515, 0.0264, 
+                  0.0405714, 0.153, 0.0601667, 0.0575, 0.053, 0.0823333, 0.062, 
+                  0.04025, 0.0453333, 0.143667, 0.0744444, 0.0812, 0.07, 0.0705, 
+                  0.0522, 0.063, 0.052, 0.0346, 0.0375, 0.0365, 0.047, 0.0712308, 
+                  0.04325, 0.0955, 0.0685, 0.0933333, 0.0446364, 0.027, 0.0828571, 
+                  0.066, 0.0935, 0.06575, 0.067, 0.0586364, 0.069, 0.0696667, 0.08425, 
+                  0.0705, 0.044, 0.03925, 0.071375, 0.196143, 0.1838, 0.2, 0.233063, 
+                  0.2186, 0.211633, 0.248786, 0.216, 0.12175, 0.109333, 0.1005, 
+                  0.0713333, 0.0960769, 0.115714, 0.114, 0.108, NA, 0.083, 0.0722857, 
+                  0.1145, 0.108857, 0.294833, 0.2915, 0.27375, 0.308143, 0.2666, 
+                  0.295769, 0.2865, 0.299667, 0.298, 0.287, 0.304833, 0.2485, 0.323875, 
+                  0.3374, 0.36, 0.314, 0.346, 0.360286, 0.344333, 0.276167, 0.246083, 
+                  0.207, 0.207, 0.214143, 0.3605, 0.196333, 0.1787, 0.5105, 0.4474, 
+                  0.4036, 0.505, NA, 0.431545, 0.0425, 0.084, 0.1162, 0.0612, 0.014, 
+                  0.058, 0.06, 0.037, 0.0925, 0.057, 0.03, NA, 0.050875, 0.1285, 
+                  0.118, 0.136125, 0.145333, 0.125, 0.1511, 0.1385, 0.1402, 0.126393, 
+                  0.133143, 0.1134, 0.165, 0.126, NA, 0.1347, 0.1362, 0.102, 0.1335, 
+                  0.1424, 0.151727, 0.132125, NA, 0.1382, 0.186857, 0.1156, 0.14275, 
+                  0.149667, 0.149333, 0.149, 0.1504, 0.154667, 0.192, 0.140444, 
+                  0.19575, 0.1368, 0.207, 0.15725, 0.1382, 0.135364, 0.206, 0.144, 
+                  0.1345, 0.1295, 0.138556, 0.142, 0.130714, 0.122, 0.132429, 0.152875, 
+                  0.1722, NA, 0.186857, 0.13225, NA, 0.154, 0.1305, 0.122667, 0.124208, 
+                  0.13675, 0.145, 0.1455, NA, 0.045875, 0.0774, 0.159571, 0.17, 
+                  0.110267, 0.1095, 0.215, 0.128667, NA, 0.0975714, 0.0458333, 
+                  0.029, 0.082, 0.0512857, 0.0802, 0.0428, 0.298, 0.3752, 0.3388, 
+                  0.356875, 0.336125, 0.329667, 0.270857, 0.2785, 0.248, 0.308867, 
+                  0.2795, 0.312, NA, 0.177, 0.1728, 0.16475, 0.174, 0.16, 0.022, 
+                  0.2494, 0.0555, 0.311, 0.2554, 0.2575, 0.308667, 0.354, 0.300667, 
+                  0.373429, 0.361778, 0.351167, 0.1285, 0.14475, 0.085, 0.177, 
+                  0.14225, 0.1905, 0.103, 0.159667, 0.1295, 0.027, 0.194444, 0.14375, 
+                  0.3055, 0.2, NA, 0.428077, 0.124727, 0.116833, 0.118875, 0.277316, 
+                  0.0668, 0.415286, 0.0715, 0.113, 0.15, 0.201, 0.270667, 0.205769, 
+                  0.224667, NA, 0.161125, 0.0765, 0.263, 0.256, 0.048, 0.088, NA, 
+                  0.120154, 0.356167, 0.0791667, 0.247333, 0.12325, 0.157833, 0.180667, 
+                  0.347, NA, 0.102, 0.1845, 0.48, 0.219333, 0.407333, 0.294, 0.071, 
+                  0.161333, 0.157333, 0.1605, 0.214, 0.0736, 0.443409, 0.0556, 
+                  0.2522, 0.141, 0.0405, 0.151667, NA, 0.148385, 0.377333, NA, 
+                  0.174, 0.5655, 0.0752, 0.1345, 0.0935, 0.232333, 0.19475, 0.193, 
+                  0.0956667, 0.504333, 0.2355, 0.12175, 0.257333, 0.2415, 0.244333, 
+                  0.271833, 0.221, 0.07, 0.2505, 0.286, 0.232, 0.233, 0.1595, 0.0865, 
+                  0.2536, 0.2536, 0.2455, 0.181143, 0.18, 0.23875, 0.082, NA, 0.125143, 
+                  0.136667, 0.0455, 0.245667, 0.209778, 0.051, 0.08, 0.2555, 0.21475, 
+                  0.083, 0.169833, 0.1185, 0.017, 0.0889091, 0.116, 0.081, NA, 
+                  0.179462, 0.044, 0.221, 0.197667, 0.131768, 0.1735, 0.197375, 
+                  0.214333, 0.1539, 0.217, 0.148333, 0.213, 0.192857, 0.07625, 
+                  0.0943333, 0.0875, 0.109667, 0.2116, 0.2085, 0.0996667, 0.194333, 
+                  0.287667, NA, 0.561, 0.5305, 0.51325, 0.543, 0.5015, 0.497211, 
+                  0.5748, 0.474087, 0.463667, 0.574256, 0.537875, 0.4852, 0.570375, 
+                  0.585143, 0.571625, 0.522083, 0.612667, 0.531867, NA, 0.290923, 
+                  0.2984, 0.326833, 0.306857, 0.326739, 0.275667, 0.304594, 0.30045, 
+                  0.313, 0.307, 0.355533, 0.351333, 0.380111, 0.36525, 0.328083, 
+                  0.34075, 0.34275, 0.333778, NA, NA, 0.345143, 0.333333, 0.347667, 
+                  0.3344, 0.3705, 0.3684, 0.34, 0.3265, 0.312429, 0.338333, 0.3354, 
+                  0.363333, 0.34825, 0.32625, NA, 0.359, 0.359, 0.32575, 0.363692, 
+                  0.325286, 0.352143, 0.321167, 0.360071, 0.338, 0.346564, 0.318125, 
+                  0.3494, 0.34, 0.347333, 0.360357, 0.3495, 0.346625, 0.328286, 
+                  0.350143, 0.353333, NA, 0.361333, 0.32975, 0.337333, 0.3454, 
+                  NA, 0.336143, 0.33436, 0.324778, 0.369667, 0.355, 0.288, 0.377286, 
+                  0.3386, 0.343571, 0.35664, 0.326429, 0.371667, 0.317533, 0.2945, 
+                  0.3443, 0.331889, NA, 0.322071, 0.35825, 0.319214, 0.35025, 0.314, 
+                  0.34, 0.352556, 0.284, NA, 0.3015, 0.355087, 0.347294, 0.32425, 
+                  0.335167, 0.318, 0.324, 0.362143, 0.310167, 0.339037, 0.319, 
+                  0.3325, 0.351, 0.361, 0.347667, 0.3422, 0.3238, 0.345, 0.318857, 
+                  0.335147, 0.3345, 0.318833, 0.309333, 0.371625, NA, 0.32125, 
+                  0.302857, 0.310538, 0.337467, 0.32525, 0.3324, 0.357167, 0.317167, 
+                  0.326, 0.343571, 0.323125, 0.341571, 0.321929, 0.3469, 0.311, 
+                  0.3415, NA, 0.351538, 0.340583, 0.315333, 0.36075, 0.329917, 
+                  0.3575, 0.305464, 0.3325, 0.349333, 0.316, 0.343182, 0.308167, 
+                  0.306, 0.3335, 0.30175, 0.349667, 0.38, 0.354, 0.311444, 0.30025, 
+                  0.32636, 0.264375, 0.322853, 0.332, 0.281, 0.2925, 0.277333, 
+                  0.315643, 0.302667, 0.3155, 0.291, 0.309, 0.2905, 0.301125, 0.253, 
+                  0.252, 0.219, 0.1535, 0.19075, 0.222143, 0.282154, 0.3675, 0.2096, 
+                  0.226, 0.19925, 0.326, 0.18025, 0.172, NA, 0.228, 0.247, 0.286, 
+                  0.239182, 0.257333, 0.368667, 0.166, NA, 0.339333, 0.2105, 0.1814, 
+                  0.28575, 0.2175, 0.23, 0.16875, NA, 0.365091, 0.375, 0.369429, 
+                  0.20375, 0.3426, 0.2905, 0.372154, 0.2685, 0.3055, 0.2075, 0.3632, 
+                  0.146167, 0.365556, 0.391, 0.278857, 0.201667, 0.3627, 0.239286, 
+                  0.269111, 0.316083, 0.20675, 0.179, 0.219571, 0.282714, 0.151333, 
+                  0.23, 0.379143, 0.245, 0.40025, 0.3506, 0.30725, NA, 0.179, 0.358333, 
+                  0.2995, NA, 0.153714, 0.309333, 0.372111, 0.164333, 0.2726, 0.273571, 
+                  NA, 0.255462, 0.15325, 0.15125, 0.137, 0.142, 0.20075, 0.2025, 
+                  0.153333, 0.165917, 0.14, 0.158688, 0.151815, NA, 0.141333, 0.141429, 
+                  0.158241, 0.17225, 0.1565, 0.149286, 0.1555, 0.160542, 0.1549, 
+                  0.151, 0.131444, 0.161, NA, 0.1162, 0.084, 0.0854, 0.098, 0.114667, 
+                  0.0955, 0.1308, 0.0681818, 0.0912, 0.0766667, 0.08675, 0.0737143, 
+                  0.07925, 0.145, 0.1638, 0.159, 0.133, 0.14, 0.16725, 0.152, 0.138286, 
+                  0.1512, 0.132571, 0.15925, 0.145, NA, 0.140333, 0.178, 0.154, 
+                  0.172562, 0.176905, 0.160455, 0.173909, 0.158333, 0.138818, 0.1436, 
+                  NA, 0.16425, 0.15075, 0.159, 0.147167, 0.1672, 0.152478, 0.169, 
+                  0.161, 0.134667, 0.1425, NA, 0.1205, 0.143583, 0.1364, 0.170286, 
+                  0.137, 0.141667, 0.100562, 0.0956, 0.110333, 0.0938333, 0.099, 
+                  0.0716667, 0.131, 0.107556, 0.1142, 0.102571, 0.12, 0.0934, 0.0806667, 
+                  0.087, 0.0848, 0.06925, NA, 0.112333, 0.105692, 0.08225, 0.085, 
+                  0.1345, 0.148333, 0.1495, 0.134, 0.142143, 0.179, NA, 0.157, 
+                  0.192, 0.162727, 0.1805, 0.1785, 0.184375, 0.14375, 0.158333, 
+                  0.10625, 0.15525, 0.318857, 0.4006, 0.360833, 0.313437, 0.3288, 
+                  0.3353, 0.316786, 0.375211, NA, 0.304333, 0.312, 0.371, 0.399308, 
+                  0.3, 0.347, 0.314333, NA, 0.273, 0.398429, 0.282, 0.379571, 0.337, 
+                  0.3795, 0.371, 0.319286, 0.3468, 0.345654, 0.251, 0.22, 0.22, 
+                  0.243, 0.218333, 0.233, 0.243188, NA, 0.174667, 0.197, 0.20125, 
+                  0.170571, 0.182333, 0.200167, 0.180333, 0.149, 0.149, 0.128857, 
+                  0.148, 0.135667, 0.1224, 0.1905, 0.1658, 0.1848, NA, NA, 0.170636, 
+                  0.083, 0.0806667, 0.1356, 0.1168, 0.0935, 0.111, 0.127, 0.12925, 
+                  0.140625, 0.1055, 0.066, 0.084, 0.119375, 0.2135, 0.24625, 0.260375, 
+                  0.230667, 0.281, 0.2453, 0.2515, 0.2367, 0.242929, 0.25, 0.246, 
+                  0.242429, 0.248, NA, 0.2421, 0.2598, 0.316, 0.2515, 0.2294, 0.252091, 
+                  0.250375, NA, 0.2568, 0.257571, 0.240733, 0.22125, 0.245222, 
+                  0.2595, 0.23175, 0.2514, 0.239333, 0.227, 0.260222, 0.241, 0.256, 
+                  0.23125, 0.258583, 0.236, 0.243818, 0.241, 0.223, 0.2335, 0.2535, 
+                  0.246444, 0.241667, 0.251786, 0.243167, 0.261429, 0.247875, NA, 
+                  0.255, 0.226714, 0.25125, 0.241, 0.2465, 0.2525, 0.203333, 0.234042, 
+                  0.2335, NA, 0.2365, NA, 0.13925, NA, 0.265, 0.264, 0.258467, 
+                  0.265375, 0.24, 0.269, 0.242, 0.254429, 0.134833, 0.143, 0.098, 
+                  0.0977143, 0.0964, 0.0628, 0.294, 0.1998, 0.205, 0.183, 0.188313, 
+                  0.213333, 0.240429, 0.22, 0.215, 0.2658, 0.16, 0.192, NA, 0.26475, 
+                  0.2556, 0.2485, 0.2485, 0.258, 0.168, 0.3268, 0.3655, 0.202, 
+                  0.2062, 0.2155, 0.193333, 0.178, 0.275, 0.159429, 0.202, 0.183417, 
+                  0.1945, 0.286875, 0.213, 0.290143, 0.25625, 0.2715, 0.16975, 
+                  0.249667, 0.2475, 0.141, 0.270111, 0.29425, 0.2345, 0.255, NA, 
+                  0.190385, 0.283091, 0.2005, 0.23075, 0.224737, 0.164, 0.160857, 
+                  0.146, 0.2595, 0.302, 0.255, 0.305667, 0.231615, 0.349, 0.182, 
+                  0.280313, 0.193, 0.260333, 0.28, 0.417, 0.253, NA, 0.370385, 
+                  0.223833, 0.1875, 0.267, 0.221, 0.331833, 0.268667, 0.285167, 
+                  0.1575, 0.267, 0.253875, 0.18175, 0.231444, 0.206333, 0.277, 
+                  0.301, 0.175, 0.318333, 0.2805, 0.2575, 0.14992, 0.221409, 0.2292, 
+                  0.314, 0.199, 0.20655, 0.213667, 0.2148, 0.226154, 0.185, 0.256, 
+                  0.2838, 0.1635, 0.1305, 0.2685, 0.217125, 0.307333, 0.257, 0.297111, 
+                  0.187333, 0.18475, 0.3045, 0.2225, 0.225333, NA, 0.331, 0.2665, 
+                  0.233333, 0.165667, 0.23775, 0.224, 0.244, 0.266, 0.2555, 0.35975, 
+                  0.2742, 0.3718, 0.2295, 0.206714, 0.2825, 0.3235, 0.224, NA, 
+                  0.333571, 0.1635, 0.301, 0.264667, 0.300333, 0.2015, 0.174, 0.1725, 
+                  0.23225, 0.189, NA, 0.281, 0.340333, 0.195818, 0.1935, 0.280167, 
+                  NA, 0.390538, 0.329571, 0.144, 0.249111, 0.362393, 0.25575, 0.217625, 
+                  0.249, 0.2588, 0.2502, 0.282167, 0.283, 0.302429, 0.3245, 0.162, 
+                  0.139333, 0.249, 0.2968, 0.25, 0.239, 0.251, 0.292333, NA, 0.161167, 
+                  0.156333, 0.16825, 0.1645, 0.168, 0.167684, 0.159, 0.182652, 
+                  0.160333, 0.158205, 0.163875, 0.1842, 0.156625, 0.167143, 0.17325, 
+                  0.1765, 0.154333, 0.163933, 0.154333, 0.168, 0.1768, 0.152667, 
+                  0.172143, 0.177609, 0.145833, 0.146437, 0.14805, 0.214333, 0.211, 
+                  0.243733, 0.238733, 0.238222, 0.242, 0.27175, 0.252679, 0.240625, 
+                  0.256667, NA, 0.247571, 0.268, 0.227, 0.254889, 0.2316, 0.252, 
+                  0.2422, NA, 0.24475, 0.248429, 0.304167, 0.2384, 0.231667, 0.24375, 
+                  0.261, 0.247667, 0.23825, 0.238308, 0.23725, 0.230077, NA, 0.202286, 
+                  0.2765, 0.226571, 0.252, 0.237205, 0.248875, 0.23132, 0.226, 
+                  0.224, 0.212143, 0.2635, 0.2305, 0.213, 0.221429, 0.216833, 0.252167, 
+                  0.248, 0.2345, 0.239, 0.2272, 0.201143, NA, 0.23944, 0.267444, 
+                  0.224333, 0.2265, 0.25825, 0.225143, 0.242, 0.229, 0.26524, 0.245286, 
+                  0.199667, 0.2436, 0.2195, 0.237267, 0.228222, NA, 0.251179, 0.236, 
+                  0.263929, 0.223583, 0.2265, 0.225, 0.226778, 0.271, NA, 0.2585, 
+                  0.238391, NA, 0.256625, NA, 0.267, 0.25275, 0.236143, 0.274167, 
+                  0.255667, 0.25, NA, 0.255, 0.232167, 0.228, 0.239067, 0.2388, 
+                  0.254, 0.238714, 0.237529, 0.2682, NA, NA, 0.2165, 0.2445, 0.2405, 
+                  0.267714, 0.249308, 0.2368, 0.2455, 0.2648, 0.241667, 0.26, 0.236429, 
+                  NA, 0.211, 0.291929, 0.237929, 0.2501, 0.282857, 0.21225, NA, 
+                  NA, NA, 0.236667, 0.227375, 0.26575, 0.230583, 0.251036, 0.2625, 
+                  0.228417, NA, 0.225818, 0.2215, 0.266, 0.2545, 0.2555, 0.243667, 
+                  0.231, 0.225333, 0.158889, 0.150125, 0.17912, 0.18575, 0.202176, 
+                  0.250333, 0.1848, 0.205, 0.287667, 0.243, 0.255933, 0.239125, 
+                  0.249333, 0.2145, 0.283, 0.3685, 0.404, 0.407667, 0.452556, 0.454, 
+                  0.43025, 0.394429, 0.373385, 0.347, 0.4582, 0.442, 0.45825, 0.33475, 
+                  0.45725, 0.403, 0.495625, 0.41025, 0.441786, 0.368833, 0.415273, 
+                  0.413, 0.346333, 0.464, NA, 0.339, 0.46, 0.4274, 0.40875, 0.43375, 
+                  0.457, 0.451, 0.344, 0.334318, 0.3285, 0.308857, 0.452, 0.3512, 
+                  0.4275, 0.327538, 0.431, 0.29, 0.4365, 0.3548, 0.514, 0.312222, 
+                  0.314, 0.382286, 0.462, 0.3226, 0.398143, 0.392778, 0.36175, 
+                  0.436375, NA, 0.454857, 0.377143, 0.478778, 0.4118, 0.304, 0.4044, 
+                  0.308, NA, 0.37055, NA, 0.497, 0.328333, 0.3205, NA, 0.480286, 
+                  0.324667, 0.326778, 0.448, 0.4118, 0.389857, NA, 0.337, 0.3395, 
+                  0.328125, 0.339, 0.3366, NA, 0.321, 0.365667, 0.35175, 0.333, 
+                  0.324531, 0.330037, 0.329, 0.340833, 0.3315, 0.326138, 0.326625, 
+                  0.35375, 0.333857, 0.317875, 0.314958, 0.3222, 0.326889, 0.3315, 
+                  NA, NA, 0.2486, 0.228667, 0.2562, 0.262429, 0.236667, 0.251, 
+                  0.2384, 0.246909, 0.2294, 0.256667, 0.22475, 0.245571, 0.21625, 
+                  0.3285, 0.3328, NA, 0.3225, 0.341667, 0.31225, 0.324, 0.336714, 
+                  0.3374, 0.337714, 0.3285, 0.334875, 0.3328, 0.322667, 0.3085, 
+                  0.3225, 0.324625, 0.314143, 0.324545, 0.337364, 0.323667, 0.322545, 
+                  0.3146, 0.337, 0.335125, 0.3545, 0.308714, 0.324333, 0.294, 0.327435, 
+                  0.343, 0.3265, 0.336333, 0.335, 0.316833, 0.3195, 0.324, 0.3368, 
+                  0.331714, 0.35, 0.318167, 0.243375, 0.2348, 0.244333, 0.230333, 
+                  0.26325, 0.232333, 0.223667, 0.244333, 0.2606, 0.257286, 0.268, 
+                  0.2484, 0.196333, NA, 0.259133, 0.25075, NA, 0.261, 0.217231, 
+                  0.25375, 0.188, 0.2875, 0.301333, 0.338727, 0.301, 0.255429, 
+                  0.317, 0.303, 0.30575, 0.324, 0.315364, 0.284, 0.335, 0.299875, 
+                  0.29725, 0.326, 0.31975, 0.312375, 0.285571, 0.2554, 0.256167, 
+                  0.244563, 0.241, 0.280267, 0.260071, 0.259368, 0.37475, 0.372667, 
+                  0.348, 0.336667, 0.315385, NA, 0.354, 0.383, NA, 0.43, 0.323, 
+                  0.3465, 0.305714, 0.2165, 0.19825, 0.22025, 0.216762, 0.242467, 
+                  0.209423, 0.2105, 0.224, 0.213, 0.2035, 0.244167, 0.2375, 0.252313, 
+                  NA, 0.214444, 0.19675, 0.21825, 0.190714, NA, 0.236, 0.2565, 
+                  0.167, 0.167, 0.234286, 0.2045, 0.184333, 0.1973, 0.15575, 0.1802, 
+                  NA, 0.151, NA, 0.176727, 0.285, 0.249333, 0.2328, 0.2686, 0.2395, 
+                  0.256, 0.265, 0.3175, 0.251875, 0.2545, 0.234, NA, 0.235375, 
+                  0.248, 0.287, 0.265375, 0.308, 0.323, 0.2695, 0.2735, 0.2698, 
+                  0.312786, 0.279, 0.2848, 0.276, 0.268, NA, 0.2875, 0.2678, 0.263, 
+                  0.2828, 0.271, 0.270636, 0.29025, NA, 0.2684, 0.268286, 0.282533, 
+                  0.273, 0.269111, 0.264667, 0.254, 0.274467, 0.277667, 0.245, 
+                  NA, 0.27825, 0.2792, 0.26, 0.272917, 0.2856, 0.296182, 0.261, 
+                  0.287, 0.2995, 0.267, 0.285333, 0.280167, 0.281786, 0.305667, 
+                  0.275429, 0.272375, 0.2676, 0.255, 0.309857, 0.27425, 0.283667, 
+                  0.268667, 0.283409, 0.294333, 0.281958, NA, 0.291667, 0.2845, 
+                  NA, 0.33, 0.4596, 0.312571, 0.287, 0.320133, 0.316875, 0.32, 
+                  0.27, 0.27775, 0.351571, 0.3185, 0.328, 0.258778, 0.276286, 0.2138, 
+                  0.2698, 0.229, 0.2292, 0.2234, 0.219125, 0.218, 0.228667, 0.239714, 
+                  0.2075, 0.225, 0.225467, 0.222, 0.214, NA, 0.27675, 0.274, 0.287, 
+                  0.2535, 0.26625, 0.356, 0.2222, 0.349, 0.212333, 0.2544, 0.26425, 
+                  0.240167, 0.195333, 0.244667, 0.196286, 0.208667, 0.206417, 0.3295, 
+                  0.335625, 0.3875, 0.267571, 0.3, 0.3025, 0.42275, 0.258, 0.2595, 
+                  0.517333, NA, 0.28625, 0.217, 0.266, NA, 0.172846, NA, 0.403, 
+                  0.319, NA, 0.3302, 0.212714, 0.3405, 0.3615, 0.326, NA, 0.233333, 
+                  0.252385, 0.261667, 0.301333, 0.281063, 0.446, 0.261, 0.24, 0.3245, 
+                  0.303, NA, 0.334077, 0.201167, 0.347, 0.222667, 0.39725, 0.3185, 
+                  0.246667, 0.207833, 0.1385, 0.333667, 0.32675, 0.16, 0.262556, 
+                  0.210667, 0.2135, 0.267, 0.270667, 0.280667, 0.287, 0.273, 0.46416, 
+                  0.178136, 0.3262, 0.249, 0.295, 0.34085, 0.28, 0.274, 0.264615, 
+                  0.200333, 0.274667, NA, 0.134, 0.2963, 0.3005, 0.292625, 0.260333, 
+                  0.2565, 0.253111, 0.306333, 0.152417, 0.241357, 0.31175, 0.224667, 
+                  0.2535, 0.248, 0.213, 0.267667, 0.479333, 0.237, 0.227, 0.29, 
+                  0.258, 0.354, 0.33475, 0.2772, 0.2244, 0.2465, 0.248143, 0.307, 
+                  NA, 0.4145, NA, 0.300571, 0.304667, 0.421, 0.231, 0.274, 0.48325, 
+                  0.265, 0.2595, 0.26875, 0.402, 0.284833, 0.2725, 0.406333, 0.426364, 
+                  0.2725, 0.330667, NA, 0.268692, 0.386857, 0.1905, 0.257444, 0.2855, 
+                  0.274, 0.32975, 0.285667, 0.2896, 0.2622, 0.272167, 0.287333, 
+                  0.296857, 0.338, 0.338667, 0.288833, 0.293, 0.296, 0.2545, NA, 
+                  NA, 0.202, NA, 0.1305, 0.148833, 0.143, 0.158, NA, 0.160895, 
+                  0.1272, 0.155435, 0.169667, 0.131, 0.1375, 0.1488, 0.116, 0.119286, 
+                  0.142375, 0.148417, 0.119, 0.1426, 0.157444, 0.169154, 0.1342, 
+                  0.133, 0.164286, 0.151739, 0.164667, 0.127656, 0.1294, 0.224667, 
+                  0.1185, 0.148267, 0.1532, 0.149, 0.146, 0.189333, 0.158071, 0.156687, 
+                  0.193889, NA, 0.180286, 0.164571, 0.164, NA, 0.1648, 0.157667, 
+                  0.1578, 0.1672, 0.19, 0.207571, 0.184667, 0.1534, 0.132, 0.173417, 
+                  0.1635, 0.1614, 0.15725, 0.159462, 0.16925, 0.150077, 0.177429, 
+                  0.165, 0.184, 0.171429, 0.189667, 0.164615, 0.197625, 0.15716, 
+                  0.138, 0.173, 0.140214, 0.154, 0.16075, 0.152571, 0.178857, 0.151667, 
+                  0.154333, 0.134667, 0.17425, 0.169667, 0.1768, 0.173, 0.156714, 
+                  0.16516, 0.184222, 0.174333, 0.1795, 0.2145, 0.167143, 0.1368, 
+                  0.164714, 0.16528, 0.176571, 0.149, 0.1924, 0.2255, 0.1692, 0.188167, 
+                  NA, 0.233179, 0.15225, 0.201643, 0.131917, 0.1665, 0.1765, 0.179444, 
+                  0.281, NA, 0.189, 0.151652, 0.161941, 0.1895, 0.196333, 0.195667, 
+                  0.15825, 0.139286, 0.178667, 0.170074, 0.144, 0.15125, 0.133, 
+                  0.163833, 0.162333, 0.183067, 0.1886, NA, 0.199429, 0.150471, 
+                  0.1863, 0.192667, 0.184222, 0.155875, 0.162, 0.19675, 0.176857, 
+                  0.198923, 0.180533, 0.206, 0.1882, 0.1895, 0.1685, 0.177857, 
+                  0.165857, 0.133375, 0.198714, 0.1795, 0.1584, 0.196286, 0.17125, 
+                  NA, 0.150077, NA, NA, 0.154625, 0.183083, 0.17275, 0.208357, 
+                  0.18925, 0.177417, 0.164, 0.152636, 0.1415, 0.225, 0.201, 0.18975, 
+                  0.160333, 0.14075, 0.173, 0.121556, 0.123625, 0.1504, 0.181625, 
+                  0.149029, 0.209, 0.1644, 0.151, 0.197667, 0.186214, 0.2328, 0.207375, 
+                  0.160333, 0.2045, 0.2465, 0.25975, NA, 0.276333, 0.271778, 0.327167, 
+                  0.30625, 0.254429, 0.280923, 0.221, 0.2775, 0.307, 0.278, 0.27025, 
+                  0.30275, 0.349, 0.29325, 0.29175, 0.262571, 0.263, 0.255818, 
+                  0.263667, 0.216, NA, NA, 0.2555, 0.27325, 0.3146, 0.248, 0.27, 
+                  0.267, 0.316, 0.249, 0.233091, 0.245, 0.248857, 0.282, NA, 0.246, 
+                  0.239615, 0.2525, 0.3075, 0.255, 0.2336, 0.2965, 0.238, 0.2486, 
+                  0.268714, 0.282333, 0.2669, 0.280143, 0.263, 0.27325, 0.294125, 
+                  0.302, 0.275143, NA, 0.306333, 0.2892, 0.258143, 0.2788, 0.2235, 
+                  0.2428, 0.25885, NA, 0.2635, 0.217667, 0.279, NA, 0.297714, 0.207333, 
+                  0.243444, 0.311, 0.2434, 0.253857, NA, 0.262923, 0.485, 0.4625, 
+                  0.491, 0.4864, 0.41425, 0.3915, 0.435, 0.42475, 0.467, 0.454062, 
+                  0.472778, 0.482, 0.471417, NA, 0.466241, 0.447875, 0.459, 0.471571, 
+                  0.47575, 0.471167, 0.46925, 0.474222, 0.498222, 0.465, NA, 0.5816, 
+                  0.635, 0.6018, 0.590143, 0.612, 0.59, 0.5158, 0.643091, NA, 0.63, 
+                  0.63525, 0.644429, 0.65875, NA, 0.4623, 0.4575, 0.4965, 0.456667, 
+                  0.445625, 0.483571, 0.489143, 0.472, 0.502714, 0.4565, 0.480437, 
+                  0.4788, 0.511, 0.45525, 0.45375, 0.455875, 0.435143, 0.449273, 
+                  0.454091, 0.472, 0.481909, 0.4908, 0.498, 0.446125, 0.45975, 
+                  0.471786, 0.483833, 0.4538, 0.478913, 0.437, 0.46375, 0.504333, 
+                  0.49125, 0.440833, 0.4935, 0.480917, 0.5, 0.457286, 0.36, 0.479833, 
+                  0.598625, 0.617, NA, 0.614333, 0.598, 0.651, 0.501333, 0.573556, 
+                  0.5444, 0.570286, 0.541, 0.6059, 0.66, 0.60775, 0.621333, 0.6425, 
+                  0.64, 0.579667, 0.606231, 0.62075, 0.631, 0.51, 0.457, 0.467182, 
+                  0.538, 0.519571, 0.438, 0.4795, 0.472, 0.417, 0.463364, 0.466, 
+                  0.416833, 0.431625, 0.48875, 0.471667, NA, NA, 0.199714, 0.1604, 
+                  0.182833, 0.209, 0.2116, 0.172767, 0.174214, 0.149632, 0.1895, 
+                  0.213333, 0.239, 0.220667, 0.189154, 0.220571, 0.185, NA, NA, 
+                  0.214, 0.206286, 0.257, 0.205857, 0.1515, 0.13075, 0.13525, 0.155667, 
+                  0.1444, 0.149231, 0.2521, 0.256, 0.269, 0.267, 0.2325, 0.281, 
+                  0.180688, 0.2476, 0.250667, 0.2925, 0.23425, 0.278286, 0.2605, 
+                  0.2875, 0.316917, 0.477, 0.477, 0.422857, 0.2875, 0.483667, 0.5016, 
+                  0.14325, 0.2066, 0.1888, NA, NA, 0.221364, 0.5895, 0.586667, 
+                  0.5158, 0.5536, 0.6525, 0.575, 0.549, 0.516, 0.514875, 0.5835, 
+                  0.67, 0.591, 0.594125, 0.409, 0.3485, 0.337875, 0.315333, 0.27, 
+                  0.334, 0.3365, 0.3533, 0.318, 0.337571, 0.3558, 0.316286, 0.357667, 
+                  NA, NA, 0.3362, 0.319, 0.3317, 0.3572, 0.325545, 0.327125, NA, 
+                  0.3366, 0.287429, 0.361267, 0.363, 0.336, 0.3265, 0.36475, 0.3238, 
+                  0.328, 0.335, 0.306889, 0.2845, 0.3284, NA, NA, 0.3404, 0.324455, 
+                  0.292, 0.346, 0.333, 0.3495, 0.329833, 0.336, 0.335571, 0.329, 
+                  0.330429, 0.32675, 0.3172, 0.319, 0.276714, 0.342, 0.346333, 
+                  0.330833, 0.3335, 0.379667, 0.359583, 0.34925, 0.337333, 0.333667, 
+                  NA, 0.484625, 0.2953, 0.263, 0.279, 0.311333, 0.308125, 0.2245, 
+                  0.332, 0.33275, 0.296429, 0.5005, 0.5, 0.561333, 0.574857, 0.609, 
+                  0.6248, 0.18, 0.1958, 0.2326, 0.240875, 0.257688, 0.228333, 0.248857, 
+                  0.29375, 0.312, 0.200133, 0.338, 0.283, NA, 0.2815, 0.2978, 0.2995, 
+                  0.324, 0.31575, 0.454, 0.2012, 0.231, 0.275, 0.2834, 0.26225, 
+                  0.257833, 0.272333, 0.179667, 0.271286, 0.227222, 0.259167, 0.3475, 
+                  0.232625, 0.3145, 0.265, 0.30125, 0.2355, 0.30425, 0.332333, 
+                  NA, 0.314333, 0.268778, NA, 0.2435, 0.279, NA, 0.208154, 0.282, 
+                  0.2795, 0.3315, 0.270158, 0.4388, 0.211286, 0.4415, 0.266, 0.221, 
+                  0.286, 0.190333, 0.310462, 0.164333, 0.378, 0.277625, 0.284, 
+                  0.215667, 0.224, 0.2105, 0.356, NA, 0.175308, 0.2185, 0.3865, 
+                  0.262667, NA, 0.191667, 0.304333, 0.159833, 0.14, 0.297667, 0.235, 
+                  0.178667, 0.286889, 0.176, 0.2155, 0.361, 0.393, 0.243667, 0.272, 
+                  0.256, 0.31236, 0.156955, 0.3886, 0.1848, 0.364, 0.41225, 0.354667, 
+                  0.3896, 0.360846, 0.237, 0.256333, 0.2816, 0.137, 0.4981, 0.2965, 
+                  0.3965, 0.199667, 0.29125, 0.257111, 0.411, 0.15875, 0.218571, 
+                  0.34375, 0.292, 0.24, 0.176667, 0.248833, 0.278, 0.284667, 0.2755, 
+                  0.263, 0.234, 0.243, 0.23075, 0.219, 0.1951, 0.149867, 0.278, 
+                  0.363714, 0.2295, 0.152375, 0.2795, NA, 0.240857, 0.394667, 0.233, 
+                  0.258333, 0.215778, 0.26375, NA, 0.312, 0.28425, 0.326, 0.217833, 
+                  0.328, 0.236333, 0.288909, 0.4175, 0.307833, NA, NA, 0.24, 0.444, 
+                  0.295778, 0.220393, 0.296667, 0.255375, 0.250667, 0.2976, 0.2704, 
+                  0.297667, 0.216667, 0.207714, 0.26125, 0.404333, 0.4845, 0.348333, 
+                  0.1957, 0.2865, 0.369, 0.271, 0.218, NA, 0.147333, NA, 0.1755, 
+                  0.1345, 0.1705, 0.174158, 0.1392, 0.188043, 0.206333, 0.136718, 
+                  0.161, 0.1816, 0.157, 0.128429, 0.113, 0.152917, 0.113556, 0.1616, 
+                  0.3795, 0.4288, 0.4135, 0.416333, 0.450333, 0.37375, 0.469, 0.429524, 
+                  0.438, 0.2805, 0.265, 0.319417, 0.315625, NA, NA, 0.259444, 0.283714, 
+                  0.3147, 0.272294, NA, 0.339333, 0.247667, 0.334, 0.256333, NA, 
+                  0.314, 0.3, 0.2425, 0.32725, 0.270167, 0.282667, 0.334667, 0.3305, 
+                  0.31275, 0.2545, 0.29637, 0.33, 0.336571, 0.3092, 0.293375, 0.253833, 
+                  0.365286, 0.264667, 0.319833, 0.248333, 0.321056, 0.23675, 0.278923, 
+                  0.336667, 0.297, 0.3523, 0.319, 0.3, 0.299, 0.29175, 0.312167, 
+                  0.294444, 0.312333, 0.2846, 0.296143, 0.28, 0.309, 0.2755, 0.309182, 
+                  0.287333, 0.2415, 0.330667, 0.270167, 0.259, 0.317, 0.31725, 
+                  0.269632, 0.342, 0.296, 0.270091, 0.24875, 0.306048, 0.26175, 
+                  NA, 0.275588, 0.3045, 0.276714, 0.323, 0.2765, 0.273, 0.293, 
+                  0.282, NA, 0.294, 0.326211, 0.318923, 0.293333, 0.2968, 0.268833, 
+                  0.364, 0.312667, 0.29625, 0.263211, 0.306, NA, 0.254, 0.298167, 
+                  0.3095, 0.295571, NA, 0.318, 0.312, 0.27419, 0.331667, 0.306333, 
+                  0.291, 0.317833, 0.275, 0.3045, 0.2944, 0.254167, 0.269455, 0.2695, 
+                  0.2265, 0.266, 0.288167, 0.3188, 0.2936, 0.352333, 0.202333, 
+                  0.309556, 0.284, 0.227, NA, NA, 0.312087, 0.301545, 0.347167, 
+                  0.294667, 0.258, 0.3095, 0.253421, 0.241, 0.304714, 0.3445, 0.322875, 
+                  0.3345, 0.303, 0.32, 0.342, NA, 0.305, 0.315, 0.3485, 0.417, 
+                  0.381737, 0.3764, 0.3615, 0.247333, 0.443, 0.346286, 0.255333, 
+                  0.321375, 0.2518, 0.2695, 0.3505, 0.324, 0.21775, 0.0972, 0.161, 
+                  0.0872, 0.07, 0.0546667, 0.0932, 0.173, 0.0996, 0.114, 0.0692857, 
+                  0.0885, 0.0826667, 0.0943333, 0.0586667, 0.05, 0.057, 0.0745, 
+                  0.0638889, 0.083, 0.104714, 0.0806667, 0.1025, 0.141667, NA, 
+                  0.099, 0.055, 0.0614, 0.09975, 0.10225, 0.047, 0.0525714, 0.1125, 
+                  0.103333, 0.116, 0.1015, 0.082, 0.0995556, 0.0786667, 0.106, 
+                  0.07, NA, 0.0562, 0.125, NA, NA, NA, 0.0704286, 0.122, 0.1333, 
+                  0.0905, 0.0748333, 0.0903333, 0.0794444, 0.08, 0.061, 0.1034, 
+                  0.0678333, 0.096, NA, 0.07975, 0.13, 0.10775, 0.0925455, NA, 
+                  0.083, 0.136, 0.1345, NA, 0.07475, 0.1295, 0.0948889, 0.0798, 
+                  0.123857, 0.123357, NA, 0.128222, 0.0415, NA, 0.0538333, 0.0705, 
+                  0.0628, 0.0585, NA, 0.0958333, 0.026, 0.0612, 0.0538182, 0.04, 
+                  0.07025, 0.0408095, 0.0573158, 0.0503333, 0.027, 0.0628, 0.07, 
+                  0.0484, 0.0564167, 0.0475714, 0.0618571, 0.0505, NA, 0.0683333, 
+                  0.0745, 0.04725, 0.025, 0.043, 0.045, 0.0725, 0.0538333, 0.106667, 
+                  0.018, 0.029, 0.061, 0.04, 0.05, 0.0586, 0.0776667, 0.0556, 0.07275, 
+                  0.08075, 0.0276667, 0.06, 0.04, 0.0368, NA, 0.042125, 0.0453333, 
+                  0.041, 0.076, 0.0646, 0.0615882, 0.057625, 0.0293333, 0.06575, 
+                  0.0656667, 0.0506667, 0.052, 0.031, 0.0288, 0.067, 0.05725, 0.0502, 
+                  0.0754, 0.0359286, 0.071, 0.03875, 0.0275, 0.0596667, 0.07, 0.0656667, 
+                  0.0574615, 0.04, 0.0565, 0.061, 0.0539091, 0.0817857, 0.0393333, 
+                  0.029, 0.11525, 0.0426667, 0.0355, 0.0485, 0.053, 0.0965, 0.0625, 
+                  0.0646667, 0.0697143, NA, 0.0295, 0.0424, 0.0435, 0.0466667, 
+                  0.04, 0.078, 0.04225, 0.045, 0.092, 0.0553333, 0.0555833, 0.0355, 
+                  0.101143, 0.066, 0.0933333, 0.07, 0.072, 0.0436, 0.096, 0.0644, 
+                  0.0785, 0.041, 0.0285, 0.0415, 0.0722857, 0.267167, 0.22925, 
+                  0.293, 0.214778, 0.270667, 0.25655, 0.236, 0.263583, 0.0926667, 
+                  0.137, 0.1345, 0.121, 0.1518, 0.1703, 0.154, 0.127, NA, 0.0875, 
+                  0.148667, 0.0945, 0.1526, 0.373, 0.39625, 0.35025, 0.334444, 
+                  0.3548, 0.360947, 0.290875, 0.32, 0.267, 0.3095, 0.269333, 0.271, 
+                  0.318778, 0.249, 0.28425, 0.2555, 0.274333, 0.2475, 0.282, 0.2705, 
+                  0.203556, NA, 0.144, 0.146, 0.2175, 0.143, 0.134222, 0.465, 0.3968, 
+                  0.483, 0.3515, NA, 0.4254, 0.0595, 0.062, 0.1195, 0.0816667, 
+                  NA, 0.04925, 0.079, 0.0393333, 0.121, 0.084, 0.158, 0.199, NA, 
+                  0.07, 0.1665, 0.1595, 0.153, 0.18, 0.1686, 0.2, 0.181857, 0.176278, 
+                  0.1455, 0.152, 0.209, 0.152, NA, 0.1748, 0.176, 0.16775, 0.1705, 
+                  0.1612, 0.1685, 0.153714, NA, NA, 0.192, 0.156909, 0.149, NA, 
+                  0.189, 0.126, 0.175111, 0.17725, 0.1365, 0.16, 0.177, NA, 0.2028, 
+                  NA, 0.147, 0.183889, 0.172, 0.156, 0.217, 0.178, 0.164286, 0.157167, 
+                  0.166556, 0.165125, 0.161111, 0.152625, 0.159143, 0.168, 0.1944, 
+                  0.1816, 0.193, 0.1655, 0.165214, 0.181667, 0.157385, 0.1545, 
+                  0.198, 0.184, NA, 0.0554, 0.089125, 0.1942, 0.147667, 0.158067, 
+                  0.138667, 0.195333, 0.192, 0.208, 0.1446, 0.057, 0.064, 0.0698571, 
+                  0.0678, 0.096, 0.042, 0.3535, 0.34675, 0.2655, 0.321, 0.260667, 
+                  0.22725, 0.359667, 0.25975, 0.219, 0.333167, 0.2294, 0.245, NA, 
+                  0.184, 0.206, 0.175, 0.214333, 0.2395, 0.047, 0.30325, 0.096, 
+                  0.24, 0.245, 0.2314, 0.254167, 0.3225, 0.324667, 0.357, 0.207, 
+                  0.30325, 0.167, 0.182333, 0.076, 0.2604, 0.178, 0.219333, 0.0686667, 
+                  0.2165, 0.1585, 0.0414, 0.204125, 0.1795, 0.2845, 0.2105, NA, 
+                  0.4065, 0.1606, 0.1425, 0.138, 0.248083, 0.0522, 0.3274, 0.037, 
+                  0.125667, 0.088, 0.215, 0.31125, 0.235167, 0.307, 0.1345, 0.204, 
+                  0.098, 0.251, 0.22925, 0.103667, 0.153, NA, 0.155143, 0.417, 
+                  0.0982, 0.245, 0.1465, 0.219, 0.18775, 0.340333, 0.4425, 0.19, 
+                  NA, 0.442375, 0.2062, NA, 0.428, 0.116, 0.06, 0.151333, 0.1865, 
+                  0.18, 0.078625, 0.405091, 0.046, NA, 0.099, 0.102, 0.148667, 
+                  0.114, 0.1689, 0.389, 0.14725, 0.2325, 0.345, 0.04, 0.154333, 
+                  0.15225, 0.191333, 0.2234, 0.267375, 0.147, 0.456, 0.283143, 
+                  0.1252, 0.2145, 0.2375, 0.2535, 0.26825, NA, 0.097, 0.1985, 0.266, 
+                  0.205, 0.2615, 0.1435, 0.171, 0.2235, 0.331222, 0.183333, 0.128, 
+                  0.1865, 0.254714, 0.0865, NA, 0.181167, 0.12, 0.0765, 0.2278, 
+                  0.2405, 0.076, 0.068, 0.158, NA, 0.151, 0.211857, 0.1435, 0.071, 
+                  0.0996667, 0.087, 0.13, NA, 0.228111, 0.0752, NA, 0.232375, 0.18025, 
+                  0.2093, 0.1916, 0.184, 0.18775, 0.21, 0.206333, 0.2255, NA, 0.0875, 
+                  0.058, 0.08025, 0.168, 0.264, 0.234, 0.1315, 0.213, 0.325, NA, 
+                  0.525, 0.41225, 0.4915, 0.519667, 0.542, 0.460111, 0.516, 0.49575, 
+                  0.46675, 0.53025, 0.4565, 0.4585, 0.481667, 0.573167, 0.548667, 
+                  NA, 0.5436, 0.4672, 0.333, 0.2856, 0.255, 0.305667, 0.260667, 
+                  0.295375, 0.326, 0.290333, 0.281417, 0.2785, 0.262, 0.322917, 
+                  0.307125, 0.33875, 0.30675, 0.279222, 0.313786, 0.2937, 0.315412, 
+                  NA, 0.327667, 0.3205, 0.275333, 0.301333, 0.305571, 0.2676, 0.302667, 
+                  0.319, 0.29625, 0.283667, 0.312, 0.341333, 0.3135, 0.308625, 
+                  0.306, 0.318741, 0.296333, 0.300286, 0.2784, 0.3015, 0.298167, 
+                  0.277714, 0.316333, 0.309167, 0.355667, 0.299056, 0.27925, 0.341846, 
+                  0.299, 0.2815, 0.2814, 0.263, 0.307, 0.353333, 0.2915, NA, 0.304222, 
+                  0.311, 0.2974, 0.281143, NA, 0.363, 0.3105, 0.304182, 0.316167, 
+                  0.245, 0.289333, 0.284, 0.3105, 0.259, 0.30625, 0.334947, 0.2905, 
+                  0.303, 0.283727, 0.259, 0.298571, 0.29425, NA, 0.265882, 0.287, 
+                  0.300286, 0.2955, 0.288, 0.3445, 0.304143, 0.3095, NA, NA, 0.287526, 
+                  0.289462, 0.298667, 0.2614, 0.287667, 0.314, 0.297, 0.2305, 0.326053, 
+                  0.2905, 0.284333, 0.291, 0.284, 0.272, 0.316714, 0.3, 0.255, 
+                  0.269, 0.336476, 0.302667, 0.279, 0.297, 0.3055, 0.2905, 0.2615, 
+                  0.2636, 0.284, 0.319091, 0.251, 0.322, 0.292143, 0.292, 0.2996, 
+                  0.3038, 0.291333, 0.312, 0.283778, 0.319818, 0.3064, 0.3125, 
+                  NA, 0.300522, 0.300909, 0.273, 0.267, 0.285, NA, 0.3, 0.302, 
+                  0.295429, 0.32775, 0.297875, 0.283875, 0.342, NA, 0.294667, 0.3345, 
+                  0.308, 0.306333, 0.3055, 0.257, 0.287474, 0.2276, NA, 0.245, 
+                  0.238, 0.250571, 0.257333, 0.267125, 0.2627, 0.265, 0.25375, 
+                  0.258, 0.301, 0.2854, 0.193, 0.2524, NA, 0.190667, 0.2364, 0.26475, 
+                  0.2868, 0.3338, 0.249429, 0.2495, 0.233667, 0.319667, 0.212333, 
+                  0.185, 0.217, 0.2585, 0.267667, 0.286, 0.263714, 0.260667, 0.344, 
+                  0.220667, NA, 0.311, 0.232857, 0.2282, 0.274625, 0.23075, NA, 
+                  0.218, 0.30075, 0.327762, 0.319, 0.321, 0.236, 0.272556, 0.281667, 
+                  0.337, 0.2995, 0.3835, 0.2204, 0.2905, 0.246, 0.338333, 0.2998, 
+                  0.289714, 0.23, 0.3075, 0.2615, 0.293167, 0.295333, 0.238889, 
+                  0.233, 0.28025, 0.3008, 0.188333, 0.239111, 0.342667, 0.262, 
+                  0.3135, 0.30525, 0.298545, NA, 0.253, 0.291, 0.293, NA, 0.225875, 
+                  0.343, 0.311778, 0.2372, 0.281286, 0.292214, NA, 0.291444, 0.217, 
+                  0.182333, 0.193833, 0.1595, 0.2106, 0.1835, 0.187333, 0.1975, 
+                  0.171, 0.17508, 0.177455, NA, 0.153583, 0.179524, 0.176105, 0.167333, 
+                  0.204, 0.1676, 0.16825, 0.171933, 0.164417, 0.184143, NA, 0.171, 
+                  NA, 0.109, 0.1025, 0.0915, 0.075, 0.081, 0.056, 0.1515, 0.0860833, 
+                  0.125667, 0.055, 0.062, 0.0833333, 0.0775714, 0.169429, 0.1954, 
+                  0.19, 0.1746, 0.19975, 0.20475, 0.183333, 0.17425, 0.1728, 0.169, 
+                  0.21625, 0.205, NA, 0.158, 0.18375, 0.203, 0.213706, 0.191437, 
+                  0.174667, 0.1925, 0.178667, 0.182889, 0.168333, 0.1655, 0.1668, 
+                  0.193429, 0.173875, 0.148, 0.1886, 0.180643, 0.202, 0.19625, 
+                  0.1395, 0.21, 0.210667, 0.126333, 0.172615, 0.157, 0.1865, 0.1745, 
+                  0.149818, 0.115214, 0.0716667, 0.084, 0.12825, 0.0956667, 0.0945, 
+                  0.1085, 0.115, 0.1005, 0.092, 0.123, 0.0935714, 0.064, 0.07275, 
+                  0.0817, NA, 0.0626667, 0.09, 0.0944286, 0.0925, 0.061, 0.189, 
+                  0.163667, 0.196333, 0.2015, 0.133714, 0.208, 0.141667, 0.1744, 
+                  0.184, 0.1796, 0.1965, 0.2028, 0.1525, 0.167714, 0.1935, 0.1355, 
+                  0.171429, 0.332833, 0.2785, 0.2405, 0.309222, NA, 0.33415, 0.3085, 
+                  0.347667, 0.328667, 0.3204, 0.2925, 0.379, 0.3624, 0.3241, 0.326, 
+                  0.327, NA, 0.3035, 0.368833, 0.32, 0.338, 0.285, 0.284, 0.30875, 
+                  0.301111, 0.3277, 0.275211, 0.2205, 0.189, 0.234, 0.2195, 0.228333, 
+                  0.212, 0.239444, 0.207333, 0.20525, 0.21, 0.190667, 0.160167, 
+                  0.18575, 0.193, 0.186111, 0.215, 0.215, 0.1454, 0.1155, 0.129, 
+                  0.125667, 0.180333, 0.1736, 0.1585, 0.214, NA, 0.1532, 0.095, 
+                  0.108, 0.12875, 0.165667, 0.108333, 0.109, 0.17, 0.176333, 0.165333, 
+                  0.089, 0.183, 0.1695, 0.143, 0.095, 0.194, 0.221625, 0.1975, 
+                  0.184, 0.2126, 0.288, 0.207571, 0.222889, 0.19175, 0.1955, 0.2262, 
+                  0.171, NA, 0.2211, 0.2005, 0.215, 0.2045, 0.2062, 0.221625, 0.227714, 
+                  NA, 0.218, 0.22, 0.201182, 0.201, 0.19925, 0.2176, 0.162, 0.217111, 
+                  0.20825, 0.2055, 0.224, 0.234, 0.211, 0.189, 0.237, 0.217, 0.213889, 
+                  0.203, 0.238, 0.25, 0.241, 0.207357, 0.223833, 0.213556, 0.212875, 
+                  0.221111, 0.204875, 0.225571, 0.244667, 0.2146, 0.1952, 0.217, 
+                  0.22225, 0.212929, 0.222333, 0.197154, 0.228, 0.234, 0.23775, 
+                  NA, 0.1753, 0.209125, 0.2394, 0.2435, 0.2218, 0.204, 0.238, 0.222, 
+                  NA, 0.2434, 0.168875, 0.157333, NA, 0.1064, NA, 0.075, 0.315, 
+                  0.18625, 0.182667, 0.168, NA, 0.21675, 0.219333, 0.20325, 0.266, 
+                  0.236333, 0.144, 0.184, NA, 0.216667, 0.24, 0.23775, 0.218, 0.22, 
+                  0.204, 0.30025, 0.325, 0.18, 0.189, 0.1798, 0.197833, 0.1395, 
+                  0.118333, 0.137, 0.174, 0.17525, 0.210333, 0.281333, 0.21, 0.2724, 
+                  0.2426, 0.233, 0.193333, 0.2495, 0.2385, 0.2248, 0.22825, 0.253, 
+                  0.2135, 0.2495, NA, 0.1515, 0.2779, 0.20225, 0.1992, NA, 0.1772, 
+                  0.17, 0.152, 0.253, 0.291667, 0.264667, 0.27025, 0.180333, 0.346, 
+                  0.2785, 0.274778, 0.207, 0.244333, 0.26275, 0.336667, 0.211, 
+                  NA, 0.383286, 0.193, 0.221, 0.244, 0.234, 0.3278, 0.225, 0.253667, 
+                  0.1695, 0.219, 0.257, NA, 0.1994, 0.217, 0.275, 0.205, 0.224, 
+                  0.31, 0.24, 0.224333, 0.206563, 0.205455, 0.249, 0.283, 0.23, 
+                  0.227, 0.184, 0.177667, 0.198, 0.17, 0.22975, 0.26975, 0.185, 
+                  0.1605, 0.221333, 0.20025, 0.293, 0.2308, NA, 0.223, 0.169, 0.291857, 
+                  0.216, 0.2315, 0.2185, 0.3815, 0.24275, 0.2285, 0.223, 0.2155, 
+                  0.246, 0.2365, 0.2065, NA, 0.2805, 0.228833, 0.324111, 0.278333, 
+                  0.14, 0.3115, 0.31, 0.2675, NA, 0.299333, NA, 0.3045, 0.2144, 
+                  0.306167, 0.233, 0.122, 0.211, 0.189, 0.195, 0.265571, 0.22425, 
+                  0.2875, 0.236167, 0.171, 0.269, NA, 0.367556, 0.3382, 0.184, 
+                  0.21375, 0.283469, NA, 0.2214, 0.224, 0.22875, 0.225, 0.231333, 
+                  0.274, 0.287667, 0.302, 0.217, 0.1265, 0.2975, 0.248333, 0.232, 
+                  0.198, 0.228, 0.26, NA, 0.128, 0.15725, 0.1605, 0.142667, 0.154, 
+                  0.157556, 0.150667, 0.1425, 0.146, 0.14365, 0.158, 0.1395, 0.136333, 
+                  0.126, 0.130667, 0.154167, 0.1422, 0.1392, 0.161, 0.153, 0.1725, 
+                  0.147333, 0.158667, 0.176625, 0.114, 0.150095, 0.151, 0.2385, 
+                  0.239, 0.207083, 0.21175, 0.223, 0.24075, 0.255889, 0.240357, 
+                  0.2225, 0.226176, NA, 0.190333, 0.251333, 0.230667, 0.2415, 0.207429, 
+                  0.2216, 0.241333, 0.2285, 0.215, 0.235, 0.226667, 0.193, 0.212, 
+                  0.20425, 0.2165, 0.222889, 0.211333, 0.198714, 0.2094, 0.237375, 
+                  0.250333, 0.191286, 0.236167, 0.208667, 0.222333, 0.210944, 0.2465, 
+                  0.213154, 0.199667, 0.24125, 0.2053, 0.223, 0.223667, 0.188333, 
+                  0.2295, 0.234167, 0.226889, 0.201667, 0.2348, 0.215286, 0.2455, 
+                  0.169, 0.245, 0.215545, 0.220167, 0.245, 0.214333, 0.236667, 
+                  NA, 0.236, 0.2035, 0.222316, 0.21925, 0.21, 0.245818, 0.23225, 
+                  0.218143, NA, NA, 0.234235, 0.2345, 0.243429, 0.2125, 0.2485, 
+                  0.2055, 0.224, 0.2085, NA, 0.194, 0.214474, 0.216, 0.237667, 
+                  0.2106, 0.241667, 0.194, 0.204, 0.26075, NA, 0.249, 0.204333, 
+                  0.267, 0.216167, 0.236, 0.214143, 0.215333, 0.285, 0.2466, 0.226667, 
+                  0.205, 0.220667, 0.236, 0.211667, 0.24, 0.219167, 0.2404, 0.243, 
+                  0.219, 0.215, 0.253, 0.229143, 0.249167, 0.2112, NA, 0.209111, 
+                  0.254, 0.226333, 0.224636, 0.2574, 0.195, NA, 0.218043, 0.220636, 
+                  0.212667, 0.226667, 0.252333, 0.215, 0.228526, 0.212, 0.209714, 
+                  0.20175, 0.217125, 0.215875, 0.165, 0.209, 0.202, 0.1995, 0.207, 
+                  NA, 0.1495, 0.1578, 0.177947, 0.199, 0.204893, 0.251, 0.192, 
+                  0.224714, 0.294667, 0.2275, 0.2381, 0.2275, 0.228, 0.239, 0.266, 
+                  0.3374, 0.359, 0.3898, 0.40675, 0.449333, 0.383, NA, 0.357, 0.3228, 
+                  0.412143, 0.4155, 0.4165, 0.313, 0.408, 0.404, 0.43, 0.378667, 
+                  0.407556, 0.411, 0.359857, 0.377, 0.3185, 0.360667, NA, 0.3326, 
+                  0.420714, 0.4432, 0.35475, NA, 0.372, 0.448429, 0.314, 0.333286, 
+                  0.310571, 0.321667, 0.3915, 0.322111, 0.392333, 0.3216, 0.3815, 
+                  0.2665, 0.4486, 0.31725, 0.387, 0.324, 0.2942, 0.386, 0.3905, 
+                  0.3135, 0.363833, 0.345667, 0.349, 0.403333, 0.388333, 0.40775, 
+                  0.3626, 0.406167, 0.395111, 0.289, 0.377, 0.310833, 0.3435, 0.346545, 
+                  NA, 0.401, 0.311, 0.309, NA, 0.414625, 0.3185, 0.337333, 0.3758, 
+                  0.320286, NA, NA, 0.332556, 0.3215, 0.341667, 0.294833, 0.327, 
+                  0.3092, NA, NA, 0.321667, 0.316, 0.30516, 0.309182, 0.340667, 
+                  0.342833, 0.314667, NA, 0.316, 0.2925, 0.3238, 0.28925, 0.311533, 
+                  0.309167, 0.322857, 0.305857, NA, NA, 0.322, 0.295, NA, 0.359, 
+                  0.318667, 0.358, 0.3335, 0.326417, 0.297333, 0.332, 0.334, 0.307333, 
+                  0.309286, 0.315571, 0.3336, 0.320333, 0.3096, 0.3, 0.312625, 
+                  0.3215, 0.31325, 0.3292, 0.3254, 0.3065, 0.318625, 0.297, 0.308, 
+                  0.30825, 0.3462, 0.291588, 0.317, 0.321667, 0.315375, 0.321, 
+                  0.311444, 0.329833, 0.3105, 0.3212, 0.311429, 0.311, 0.3206, 
+                  0.304, 0.315857, 0.341, 0.32025, 0.3285, 0.307, 0.3155, 0.345667, 
+                  0.318615, 0.318333, 0.317, 0.336, 0.330455, 0.319143, 0.330667, 
+                  NA, 0.28425, NA, 0.336, 0.3175, 0.324, 0.3535, 0.3365, 0.324667, 
+                  0.325143, 0.343, 0.34025, NA, 0.3475, NA, NA, 0.297286, 0.32975, 
+                  0.251, 0.336, 0.331333, 0.307833, 0.3085, 0.296429, 0.338, 0.316667, 
+                  0.29, 0.312, 0.2922, 0.3255, 0.3388, 0.3165, 0.307857, 0.317, 
+                  0.362, 0.318857, 0.233333, 0.2365, 0.254, 0.254111, 0.241333, 
+                  0.23465, NA, NA, 0.357667, 0.3314, 0.329, 0.284, 0.2977, 0.296, 
+                  0.293, 0.337, NA, 0.3575, 0.288, 0.331, NA, 0.194, 0.1755, 0.201, 
+                  0.206889, 0.1912, 0.201158, 0.21125, 0.203, 0.232, 0.1735, 0.237333, 
+                  0.238, 0.253222, 0.28, 0.2325, 0.221, 0.257667, 0.256667, 0.25675, 
+                  0.241, NA, 0.161, 0.161, 0.2704, 0.2645, 0.229, 0.230444, NA, 
+                  0.2064, 0.1675, 0.244, NA, 0.2116, 0.3355, 0.273, 0.29175, 0.317667, 
+                  0.322333, NA, 0.363, 0.301, 0.267, 0.311, 0.264, 0.2615, 0.316333, 
+                  0.369, 0.298, 0.276375, 0.29975, 0.315, 0.2704, 0.245, 0.266714, 
+                  0.284333, 0.31175, NA, 0.2456, 0.3175, NA, 0.2846, 0.299, 0.27325, 
+                  0.283875, NA, 0.300875, 0.290143, NA, 0.265, 0.279667, 0.282818, 
+                  0.274333, 0.271875, 0.2632, 0.326, 0.283556, 0.27225, 0.2715, 
+                  0.265, 0.321, 0.293333, 0.2575, 0.275167, 0.258, 0.272889, 0.284, 
+                  0.2535, 0.255, 0.256, NA, 0.2825, 0.282889, 0.279625, 0.292444, 
+                  0.2895, 0.298143, 0.276, 0.3156, 0.289, 0.271, 0.30675, 0.286214, 
+                  0.3, 0.286077, 0.2655, 0.26075, 0.271, NA, 0.3112, 0.399625, 
+                  0.2966, 0.279, 0.301, 0.326333, NA, 0.27, 0.242, 0.3016, 0.30975, 
+                  0.298333, 0.321, 0.3368, 0.284, 0.35625, 0.194, 0.249, 0.264, 
+                  0.2405, 0.2595, 0.26575, 0.220667, 0.2115, 0.228, 0.216833, 0.2584, 
+                  0.268, NA, NA, 0.2708, 0.2595, 0.289333, 0.238, 0.366, 0.20725, 
+                  0.328, 0.26, 0.26, 0.267, 0.255, 0.2515, 0.247333, 0.243, 0.235333, 
+                  0.249125, 0.272667, 0.298667, 0.337, 0.2402, 0.2936, 0.291667, 
+                  0.437333, 0.2565, 0.28, 0.4442, 0.269625, 0.3005, 0.2175, 0.2625, 
+                  NA, 0.206, 0.2927, 0.36625, 0.3292, NA, 0.3484, 0.2412, 0.307, 
+                  0.335, 0.299, NA, 0.22975, 0.259667, 0.1925, 0.2765, 0.244778, 
+                  0.4185, 0.272333, 0.225, 0.334333, 0.339, NA, 0.270714, 0.194, 
+                  0.3088, 0.252, 0.3375, 0.256, 0.2615, 0.218667, 0.2, 0.297, 0.313, 
+                  0.187875, NA, 0.227, 0.2, 0.2865, 0.299, 0.295, 0.301, 0.294, 
+                  0.410625, 0.198273, 0.2928, 0.260667, 0.338, 0.305, 0.293, 0.334667, 
+                  0.2674, 0.193, NA, 0.231, 0.228, 0.31625, NA, 0.2905, 0.286333, 
+                  0.255, 0.238125, 0.271, 0.18075, 0.234714, 0.2918, 0.274, 0.265, 
+                  0.2215, 0.2005, 0.2775, 0.3745, 0.2855, 0.1955, 0.3055, 0.276, 
+                  0.307, 0.2925, 0.325, 0.197222, 0.242333, 0.295, 0.3035, 0.250286, 
+                  0.35475, NA, 0.267667, 0.3165, 0.38, 0.2614, 0.264667, 0.459, 
+                  0.333, 0.317, NA, 0.349, 0.298286, 0.3015, 0.293, 0.395167, 0.265, 
+                  0.3445, NA, 0.238222, 0.3482, 0.26, 0.259875, 0.293063, 0.2631, 
+                  0.322, 0.3285, NA, 0.3015, 0.282, 0.2855, NA, 0.2955, 0.305, 
+                  0.331, 0.2945, 0.273444, 0.221, 0.2985, 0.262, 0.193, NA, 0.16, 
+                  0.2105, 0.164, 0.157, 0.16, 0.170222, 0.165, 0.16025, 0.19175, 
+                  0.15755, 0.1835, 0.18825, 0.1845, 0.148667, 0.165667, 0.152, 
+                  0.159, 0.1861, 0.127, 0.1328, 0.159, 0.131, 0.13, 0.154, 0.09, 
+                  0.129857, 0.129833, 0.2025, 0.234, 0.1505, 0.166, 0.15525, 0.225, 
+                  0.205889, 0.162214, 0.1693, 0.185882, NA, 0.142667, 0.180667, 
+                  0.16, 0.2005, 0.189429, 0.1966, 0.156333, 0.21, 0.16125, 0.211167, 
+                  0.178667, NA, 0.144, 0.1745, 0.223, 0.162037, 0.163, 0.164571, 
+                  0.2026, 0.16775, 0.1975, NA, 0.1825, 0.162167, 0.173333, 0.169, 
+                  0.23775, 0.166, 0.164667, 0.18025, 0.1609, 0.196, 0.168667, 0.159667, 
+                  0.18725, 0.185, 0.174333, 0.174333, 0.1834, 0.207571, 0.2105, 
+                  NA, 0.16925, 0.171364, 0.176167, 0.2685, 0.166667, 0.209, 0.1815, 
+                  0.188, 0.17325, 0.173211, 0.14825, NA, 0.200455, 0.26025, 0.177095, 
+                  NA, NA, 0.224294, 0.1745, 0.179571, 0.169, 0.1865, 0.1765, 0.179143, 
+                  0.2005, NA, 0.203, 0.171789, 0.175462, 0.17, 0.231, 0.201833, 
+                  0.128, NA, 0.21225, 0.180368, 0.154, 0.174, 0.188, 0.20175, 0.1825, 
+                  0.173714, 0.172333, 0.142, 0.1726, 0.162524, 0.161, 0.194667, 
+                  0.176, 0.165167, 0.1945, 0.214667, 0.202, 0.219, 0.192636, 0.265, 
+                  0.1985, 0.212429, 0.171167, 0.1702, 0.169, 0.147333, 0.2315, 
+                  0.180667, 0.171636, 0.2092, 0.1525, NA, 0.16913, 0.176818, NA, 
+                  0.211667, 0.204778, 0.1785, 0.217947, 0.245, 0.190286, 0.12575, 
+                  0.161625, 0.166125, 0.189, 0.17, 0.161, 0.173, 0.18, 0.155, 0.197, 
+                  0.1682, 0.152474, 0.197, 0.1605, 0.256667, 0.127, 0.178571, 0.192667, 
+                  0.184, 0.2477, 0.238, 0.16725, 0.179, 0.215, 0.2802, 0.288, 0.27, 
+                  0.257, 0.305667, 0.2874, 0.25675, 0.257, 0.2294, 0.269286, 0.2465, 
+                  0.267333, 0.273, 0.320667, 0.361, NA, 0.288333, 0.260778, 0.221, 
+                  0.271571, 0.282, 0.235, 0.277, NA, 0.2572, 0.291286, 0.2676, 
+                  0.2705, 0.27325, 0.312, 0.280857, 0.2725, 0.235619, 0.254429, 
+                  0.255833, 0.290333, NA, 0.247333, 0.235, 0.249, 0.1955, 0.275, 
+                  0.2675, 0.2995, 0.245667, 0.295, 0.254143, 0.2575, 0.2456, NA, 
+                  0.2865, 0.2655, 0.278556, 0.298333, 0.25125, 0.2328, 0.337167, 
+                  0.269778, 0.235333, 0.28125, 0.2455, 0.243, 0.262318, NA, 0.2635, 
+                  0.262, 0.26325, NA, 0.28475, 0.209, 0.256111, 0.3072, 0.275, 
+                  NA, NA, 0.248111, 0.4205, 0.437333, 0.458167, 0.4435, 0.4178, 
+                  0.4335, 0.436667, 0.385167, 0.486667, 0.45856, 0.459455, 0.446667, 
+                  0.4335, 0.465048, 0.450737, 0.466667, 0.477, 0.446, 0.472, 0.468, 
+                  0.469833, 0.445571, 0.468929, 0.4585, NA, 0.500667, 0.528, 0.5235, 
+                  0.541, 0.557, 0.542, 0.4425, 0.53375, 0.470333, 0.595, 0.575, 
+                  0.548333, 0.573286, 0.464857, 0.4118, 0.412667, 0.46, 0.4275, 
+                  0.401375, 0.467833, 0.4525, 0.4582, 0.4686, 0.4235, NA, 0.461, 
+                  0.492, 0.432, 0.386, 0.433176, 0.434, 0.474667, 0.426375, 0.434333, 
+                  0.454778, 0.449833, 0.493, 0.483, 0.428286, 0.458125, 0.4812, 
+                  0.432, 0.4675, 0.386, 0.4445, 0.504, 0.423667, 0.4035, 0.462, 
+                  0.451231, 0.484667, 0.44, 0.429, 0.466, NA, 0.558667, 0.6245, 
+                  NA, 0.531333, 0.534, NA, 0.508, 0.44975, 0.50875, 0.487667, 0.511571, 
+                  0.558, 0.55775, 0.5495, 0.5295, 0.565333, 0.536, 0.530286, 0.5355, 
+                  0.6435, 0.3835, 0.45, 0.440167, 0.455, 0.468286, 0.389, 0.448333, 
+                  0.466, 0.432, 0.4848, 0.382, 0.3944, 0.4525, 0.483429, 0.4605, 
+                  0.4615, 0.437143, 0.166667, 0.25575, NA, 0.222222, 0.190667, 
+                  0.17455, 0.1925, 0.16725, 0.221333, 0.211, 0.244, 0.216, 0.1883, 
+                  0.2099, 0.227, 0.209, NA, 0.2515, 0.194667, 0.2545, 0.2162, 0.148, 
+                  0.14425, 0.14, 0.157889, 0.1262, 0.162579, 0.27775, 0.287, 0.267, 
+                  0.298, 0.265, NA, 0.188444, 0.263333, 0.278, 0.3135, 0.276667, 
+                  0.335333, 0.27575, 0.295, 0.366667, 0.479, 0.479, 0.4382, 0.403, 
+                  0.499, 0.509556, 0.179667, 0.2232, 0.19075, 0.1905, NA, 0.21, 
+                  0.51, 0.557, 0.46, 0.435, 0.515333, 0.50225, NA, 0.483, 0.446, 
+                  0.516, 0.395, 0.37, 0.396, 0.466, 0.3415, 0.342375, 0.3495, 0.321, 
+                  0.3486, 0.268, 0.344, 0.316278, 0.3505, 0.369, 0.3192, 0.3595, 
+                  NA, 0.3196, 0.32475, 0.344, 0.341125, 0.3684, 0.309125, 0.328143, 
+                  NA, 0.363, 0.308, 0.359182, 0.375333, 0.36, 0.3304, 0.386, 0.324111, 
+                  0.34225, 0.3865, 0.351375, 0.268, 0.315, 0.3507, 0.318667, 0.379, 
+                  0.329333, 0.341, 0.3525, 0.277, 0.325, 0.343929, 0.336333, 0.337222, 
+                  0.342375, 0.325222, 0.35325, 0.317429, 0.311667, 0.2758, 0.3336, 
+                  0.32, 0.3055, 0.335643, 0.295667, NA, 0.352, 0.3075, 0.307, NA, 
+                  0.4579, 0.30225, 0.2696, 0.329833, NA, 0.331, 0.255667, 0.3165, 
+                  0.3285, 0.3106, 0.464625, 0.480667, 0.487571, 0.4888, 0.5465, 
+                  0.52625, 0.137, 0.2175, 0.287667, 0.27025, 0.285, NA, 0.201, 
+                  0.3255, 0.288, 0.213667, 0.3686, 0.303, NA, 0.305, 0.283, 0.3275, 
+                  0.278, 0.302, 0.383, 0.189, 0.251, 0.32, 0.306, 0.3218, 0.293167, 
+                  0.2865, 0.309667, 0.263, 0.383333, NA, 0.350667, 0.237333, NA, 
+                  NA, 0.2858, 0.255667, 0.300667, 0.2775, 0.323, 0.2896, 0.297625, 
+                  0.267, 0.2845, 0.278, NA, 0.23625, 0.2687, 0.28875, 0.3336, 0.309417, 
+                  0.4224, 0.2614, 0.504, 0.286333, 0.320667, 0.288, 0.18825, 0.324667, 
+                  0.1555, 0.3105, 0.276667, 0.2765, 0.232333, 0.2835, NA, 0.296, 
+                  NA, 0.191, 0.19575, 0.372, 0.259, 0.2815, 0.197, 0.32575, 0.187333, 
+                  0.188, 0.293, 0.23, 0.2125, 0.3192, 0.2, NA, 0.393, 0.417, 0.243667, 
+                  NA, 0.302, 0.304188, 0.191091, 0.412, 0.194333, 0.333, 0.367, 
+                  0.374667, 0.373667, 0.3655, 0.248, 0.30925, 0.26725, 0.241, 0.4835, 
+                  0.303667, 0.357, 0.2295, 0.2902, 0.244375, 0.36, 0.19425, 0.19, 
+                  0.3672, NA, 0.279, 0.1435, 0.28875, 0.311, 0.3055, 0.30025, 0.2925, 
+                  0.253, 0.256, 0.285, 0.2565, 0.222667, 0.147444, 0.296333, 0.437, 
+                  0.1985, 0.185, 0.29125, NA, 0.252, 0.38725, 0.239, 0.2966, 0.1885, 
+                  0.232, 0.478, 0.314, 0.3475, 0.304, 0.224286, 0.331, 0.348, 0.269083, 
+                  0.477, 0.2565, NA, 0.165778, 0.2386, 0.412, 0.294, 0.243219, 
+                  0.3011, 0.2652, 0.264, 0.2935, 0.2635, NA, 0.215, NA, 0.315, 
+                  0.42, NA, 0.240167, 0.214333, 0.313, 0.372, 0.2975, 0.222, NA, 
+                  NA, 0.22, 0.184, 0.180667, 0.144, 0.212222, 0.168333, 0.201333, 
+                  NA, 0.1685, 0.2025, 0.214, 0.197667, 0.152167, 0.154833, 0.160333, 
+                  0.1552, 0.2074),
+                .Dim = c(689L, 16L),
+                .Dimnames = list(c("AT1G09210", 
+                                   "AT1G21750", "AT1G51760", "AT1G56340", "AT2G32920", "AT2G47470", 
+                                   "AT3G54960", "AT4G24190", "AT5G60640", "AT1G07810", "AT1G32210", 
+                                   "AT1G34130", "AT1G54990", "AT1G61790", "AT1G67490", "AT1G67730", 
+                                   "AT1G76400", "AT2G01470", "AT2G01720", "AT2G03120", "AT2G16530", 
+                                   "AT2G21160", "AT2G38960", "AT2G39960", "AT2G45140", "AT2G46170", 
+                                   "AT3G05230", "AT3G07140", "AT3G07180", "AT3G52190", "AT3G55360", 
+                                   "AT3G57220", "AT3G57650", "AT4G01320", "AT4G09580", "AT4G21150", 
+                                   "AT4G32130", "AT4G36480", "AT4G37640", "AT5G07340", "AT5G19690", 
+                                   "AT5G45160", "AT5G48810", "AT5G53560", "AT5G55940", "AT5G61790", 
+                                   "AT5G62390", "AT5G66680", "AT1G02120", "AT1G08470", "AT1G11680", 
+                                   "AT1G14010", "AT1G18260", "AT1G18540", "AT1G18700", "AT1G19370", 
+                                   "AT1G20330", "AT1G22200", "AT1G27770", "AT1G35620", "AT1G51570", 
+                                   "AT1G52260", "AT1G52600", "AT1G55850", "AT1G61770", "AT1G63050", 
+                                   "AT1G64090", "AT1G64950", "AT1G65020", "AT1G65270", "AT1G65820", 
+                                   "AT1G70770", "AT1G71780", "AT1G75140", "AT1G79940", "AT2G01250", 
+                                   "AT2G03510", "AT2G04350", "AT2G16760", "AT2G20990", "AT2G21600", 
+                                   "AT2G24180", "AT2G24420", "AT2G25110", "AT2G33630", "AT2G45510", 
+                                   "AT3G01380", "AT3G03330", "AT3G13410", "AT3G13870", "AT3G14610", 
+                                   "AT3G15710", "AT3G18370", "AT3G23190", "AT3G26830", "AT3G28580", 
+                                   "AT3G28720", "AT3G44330", "AT3G48890", "AT3G51430", "AT3G51440", 
+                                   "AT3G51460", "AT3G57010", "AT3G57030", "AT3G57880", "AT3G59500", 
+                                   "AT3G60600", "AT3G62360", "AT3G66658", "AT4G00175", "AT4G11800", 
+                                   "AT4G14420", "AT4G14950", "AT4G15760", "AT4G16170", "AT4G21180", 
+                                   "AT4G24330", "AT4G27090", "AT4G28570", "AT4G29520", "AT4G30210", 
+                                   "AT4G30600", "AT4G31340", "AT4G36220", "AT4G36250", "AT4G37330", 
+                                   "AT4G37370", "AT4G37430", "AT5G03160", "AT5G05670", "AT5G11560", 
+                                   "AT5G13640", "AT5G17980", "AT5G19130", "AT5G20655", "AT5G23575", 
+                                   "AT5G23630", "AT5G24810", "AT5G25900", "AT5G42020", "AT5G42570", 
+                                   "AT5G44920", "AT5G45420", "AT5G47420", "AT5G49945", "AT5G52240", 
+                                   "AT5G52420", "AT5G58640", "AT4G38215", "AT5G57655", "AT1G71220", 
+                                   "AT1G77510", "AT2G30490", "AT2G39630", "AT3G16110", "AT3G24160", 
+                                   "AT3G51050", "AT4G33360", "AT5G17770", "AT5G20520", "AT5G63840", 
+                                   "AT1G44170", "AT3G27325", "AT1G08660", "AT1G19710", "AT1G21480", 
+                                   "AT1G49710", "AT1G51590", "AT1G74380", "AT1G78920", "AT2G20370", 
+                                   "AT2G22900", "AT2G38650", "AT2G47650", "AT3G02350", "AT3G03050", 
+                                   "AT3G07330", "AT3G21160", "AT3G25140", "AT3G48820", "AT3G53520", 
+                                   "AT3G55830", "AT3G61130", "AT4G15240", "AT4G37690", "AT4G38240", 
+                                   "AT4G38270", "AT5G16910", "AT5G18485", "AT5G61840", "AT1G04430", 
+                                   "AT1G04910", "AT1G06890", "AT1G19360", "AT1G19430", "AT1G26850", 
+                                   "AT1G27930", "AT1G29470", "AT1G29790", "AT1G31850", "AT1G51540", 
+                                   "AT1G51630", "AT1G55130", "AT1G72480", "AT1G78240", "AT2G01270", 
+                                   "AT2G01970", "AT2G35610", "AT2G40280", "AT3G13772", "AT3G16200", 
+                                   "AT3G21190", "AT3G23300", "AT3G26370", "AT3G27220", "AT3G27230", 
+                                   "AT3G28480", "AT3G49720", "AT3G56750", "AT3G66654", "AT4G00740", 
+                                   "AT4G00750", "AT4G14360", "AT4G16120", "AT4G17430", "AT4G18030", 
+                                   "AT4G38500", "AT4G39840", "AT5G04060", "AT5G05170", "AT5G11730", 
+                                   "AT5G14430", "AT5G20350", "AT5G35160", "AT5G37310", "AT5G43100", 
+                                   "AT5G44790", "AT5G61240", "AT2G28520", "AT1G03860", "AT1G27390", 
+                                   "AT1G47260", "AT2G19080", "AT2G20800", "AT2G21870", "AT2G29080", 
+                                   "AT2G33040", "AT2G33220", "AT3G01280", "AT3G08580", "AT3G08950", 
+                                   "AT3G20000", "AT3G52300", "AT3G54110", "AT4G01100", "AT4G28510", 
+                                   "AT5G08040", "AT5G09420", "AT5G14040", "AT5G15090", "AT5G19760", 
+                                   "AT5G67500", "NAD5", "ORFB", "AT1G15500", "AT1G79560", "AT1G80300", 
+                                   "AT2G16640", "AT2G47840", "AT3G08640", "AT3G23710", "AT3G46740", 
+                                   "AT4G02510", "AT4G32400", "AT4G33350", "AT5G05000", "RPS7-01", 
+                                   "AT1G06530", "AT1G08480", "AT1G53760", "AT1G65540", "AT2G16460", 
+                                   "AT2G18330", "AT2G20940", "AT2G27730", "AT2G29990", "AT2G42210", 
+                                   "AT2G45060", "AT3G02090", "AT3G16480", "AT3G51010", "AT3G58840", 
+                                   "AT3G59280", "AT3G59820", "AT4G05020", "AT4G26410", "AT4G27585", 
+                                   "AT4G28220", "AT4G28390", "AT4G29130", "AT4G29480", "AT4G30010", 
+                                   "AT4G32470", "AT4G39690", "AT5G05520", "AT5G12290", "AT5G13490", 
+                                   "AT5G13610", "AT5G16930", "AT5G18800", "AT5G20090", "AT5G23300", 
+                                   "AT5G26030", "AT5G27540", "AT5G43970", "AT5G54100", "AT5G55070", 
+                                   "AT5G58270", "AT1G06940", "AT1G11320", "AT1G42960", "AT2G37400", 
+                                   "AT2G37860", "AT2G44640", "AT3G06960", "AT3G45890", "AT3G63170", 
+                                   "AT4G32250", "AT4G39460", "AT5G01500", "AT5G01590", "AT5G08545", 
+                                   "AT5G12470", "AT5G12860", "AT5G19620", "AT5G22790", "AT5G23890", 
+                                   "AT5G24690", "AT5G65250", "AT1G10510", "AT1G50460", "AT1G51980", 
+                                   "AT1G53000", "AT1G77590", "AT2G04940", "AT2G19860", "AT2G26140", 
+                                   "AT2G35720", "AT3G47930", "AT3G56430", "AT5G13450", "AT5G57490", 
+                                   "AT5G63400", "COB", "COX2", "ORF25", "AT4G34640", "AT4G30090", 
+                                   "AT5G43460", "AT5G58070", "AT1G07670", "AT1G43910", "AT3G52850", 
+                                   "AT5G27330", "AT1G09330", "AT1G13900", "AT1G28340", "AT1G31130", 
+                                   "AT1G52780", "AT1G53840", "AT2G14720", "AT2G14740", "AT2G34300", 
+                                   "AT3G05710", "AT4G12650", "AT4G30260", "AT5G64030", "AT1G27980", 
+                                   "AT2G32440", "AT1G09870", "AT2G40890", "AT3G28510", "AT4G31500", 
+                                   "AT1G14320", "AT2G09990", "AT2G36160", "AT3G07110", "AT3G18820", 
+                                   "AT3G49360", "AT1G11580", "AT3G54840", "AT4G13940", "AT5G02450", 
+                                   "AT5G19550", "AT1G56070", "AT1G77120", "AT3G15950", "AT3G16460", 
+                                   "AT4G31700", "AT5G10360", "AT1G72370", "AT4G09320", "AT3G04920", 
+                                   "AT5G20290", "AT2G16660", "AT3G03520", "AT3G13080", "AT3G21250", 
+                                   "AT4G38350", "AT5G39040", "AT3G06510", "AT4G11010", "AT5G64290", 
+                                   "AT2G31190", "AT2G38550", "AT3G20390", "AT3G49560", "AT4G00860", 
+                                   "AT4G35000", "AT5G03895", "AT5G14220", "AT5G33320", "AT5G53170", 
+                                   "AT5G64970", "AT1G27950", "AT1G74790", "AT2G01630", "AT2G04780", 
+                                   "AT2G18960", "AT2G37170", "AT2G45470", "AT3G07160", "AT3G07390", 
+                                   "AT3G13560", "AT3G47950", "AT3G60900", "AT4G03550", "AT4G12420", 
+                                   "AT4G12730", "AT4G25240", "AT4G26690", "AT4G27520", "AT4G29900", 
+                                   "AT4G30190", "AT4G31140", "AT4G35100", "AT4G39400", "AT5G55480", 
+                                   "AT5G55730", "AT5G57110", "AT5G58090", "AT5G62670", "AT1G02520", 
+                                   "AT1G11330", "AT1G14870", "AT1G15210", "AT1G16920", "AT1G27190", 
+                                   "AT1G30360", "AT1G56140", "AT2G26300", "AT2G36380", "AT2G36910", 
+                                   "AT2G37050", "AT2G43610", "AT2G45820", "AT2G47000", "AT3G02880", 
+                                   "AT3G08510", "AT3G09740", "AT3G14840", "AT3G17840", "AT3G23750", 
+                                   "AT3G24660", "AT3G25610", "AT3G28450", "AT3G53480", "AT4G08850", 
+                                   "AT4G20830", "AT4G35790", "AT5G04885", "AT5G07910", "AT5G45480", 
+                                   "AT5G49760", "AT5G50000", "AT5G46800", "AT1G10950", "AT1G03220", 
+                                   "AT1G22280", "AT1G59870", "AT2G23810", "AT3G06300", "AT3G25290", 
+                                   "AT3G46290", "AT5G06320", "AT3G11070", "AT5G55610", "AT2G43950", 
+                                   "AT3G08630", "AT5G22640", "AT5G42960", "AT2G36290", "AT5G42980", 
+                                   "AT5G62740", "AT3G52930", "AT5G09810", "AT1G43890", "AT2G32240", 
+                                   "AT3G09630", "AT3G49910", "AT5G64440", "AT2G30860", "AT5G26280", 
+                                   "AT5G27850", "AT2G39480", "AT3G51550", "AT4G35230", "AT5G04930", 
+                                   "AT5G17760", "AT1G07510", "AT3G19340", "AT5G23850", "AT1G24510", 
+                                   "AT2G16060", "AT5G24290", "AT5G26260", "AT2G31390", "AT4G17120", 
+                                   "AT4G17140", "AT4G23850", "AT5G17920", "AT4G25900", "AT1G01610", 
+                                   "AT1G05070", "AT1G05500", "AT1G06840", "AT1G09630", "AT1G10130", 
+                                   "AT1G10290", "AT1G13280", "AT1G14670", "AT1G14830", "AT1G14850", 
+                                   "AT1G17290", "AT1G17500", "AT1G22530", "AT1G29020", "AT1G29980", 
+                                   "AT1G30000", "AT1G32090", "AT1G43170", "AT1G48920", "AT1G54000", 
+                                   "AT1G55160", "AT1G59820", "AT1G64880", "AT1G66270", "AT1G69460", 
+                                   "AT1G69840", "AT1G72090", "AT1G73990", "AT1G76040", "AT1G76270", 
+                                   "AT1G78850", "AT1G80950", "AT2G04280", "AT2G17440", "AT2G17720", 
+                                   "AT2G18193", "AT2G18690", "AT2G20360", "AT2G20450", "AT2G20807", 
+                                   "AT2G26250", "AT2G27490", "AT2G29960", "AT2G30930", "AT2G38530", 
+                                   "AT2G43350", "AT2G47800", "AT3G01290", "AT3G01930", "AT3G02875", 
+                                   "AT3G03060", "AT3G10370", "AT3G10730", "AT3G11730", "AT3G11820", 
+                                   "AT3G18480", "AT3G19820", "AT3G22370", "AT3G23175", "AT3G23400", 
+                                   "AT3G23450", "AT3G24550", "AT3G25780", "AT3G28860", "AT3G43190", 
+                                   "AT3G46830", "AT3G47200", "AT3G49870", "AT3G50930", "AT3G51580", 
+                                   "AT3G51740", "AT3G57020", "AT3G60190", "AT3G61050", "AT3G61440", 
+                                   "AT3G62700", "AT4G00090", "AT4G02930", "AT4G04910", "AT4G11850", 
+                                   "AT4G12590", "AT4G15000", "AT4G16500", "AT4G16650", "AT4G17170", 
+                                   "AT4G18100", "AT4G18430", "AT4G19640", "AT4G20110", "AT4G21700", 
+                                   "AT4G21960", "AT4G23630", "AT4G23650", "AT4G23940", "AT4G25720", 
+                                   "AT4G27500", "AT4G30990", "AT4G31430", "AT4G32410", "AT4G34200", 
+                                   "AT4G34960", "AT4G36750", "AT4G37410", "AT4G37820", "AT4G39030", 
+                                   "AT4G39990", "AT5G02870", "AT5G04480", "AT5G04990", "AT5G08080", 
+                                   "AT5G10840", "AT5G14950", "AT5G15910", "AT5G18280", "AT5G18900", 
+                                   "AT5G19320", "AT5G25100", "AT5G28060", "AT5G39410", "AT5G40480", 
+                                   "AT5G42080", "AT5G44240", "AT5G45130", "AT5G45470", "AT5G45750", 
+                                   "AT5G47910", "AT5G47990", "AT5G48000", "AT5G48030", "AT5G50370", 
+                                   "AT5G56730", "AT5G57800", "AT5G58100", "AT5G63030", "AT5G64100", 
+                                   "AT5G65270", "AT1G66280", "AT1G04120", "AT1G53210", "AT1G63010", 
+                                   "AT2G02040", "AT5G09400", "AT5G39510", "AT5G51570", "AT1G12840", 
+                                   "AT1G15690", "AT1G30400", "AT1G78900", "AT2G21410", "AT2G34660", 
+                                   "AT2G41560", "AT3G28710", "AT3G42050", "AT3G58730", "AT4G11150", 
+                                   "AT4G39080"),                                                                        
+                                 c("M1F1A", "M1F4A", "M1F7A", "M1F11A", "M1F2B", 
+                                   "M1F5B", "M1F8B", "M1F11B", "M2F1A", "M2F4A", "M2F7A", "M2F11A", 
+                                   "M2F2B", "M2F5B", "M2F8B", "M2F11B")))
> 
> ## dput(rowData(se_na2)$randna)
> randna <- c(TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, FALSE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, FALSE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, FALSE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, FALSE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, FALSE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, TRUE, 
+             TRUE, TRUE, TRUE)
> 
> library("testthat")
> library("MsCoreUtils")

Attaching package: 'MsCoreUtils'

The following object is masked from 'package:stats':

    smooth

> 
> test_check("MsCoreUtils")
Iterations of EM: 
1...2...
Note: Attempted logarithm of non-positive number
Cov. matrix became singular or negative definite
OCCURRED IN: run_estep in MOD norm_engine
EM algorithm aborted
Iteration 2
OCCURRED IN: run_norm_engine_em in MOD norm_engine
[1] 0.07947339
Iterations of EM: 
1...2...
Note: Attempted logarithm of non-positive number
Cov. matrix became singular or negative definite
OCCURRED IN: run_estep in MOD norm_engine
EM algorithm aborted
Iteration 2
OCCURRED IN: run_norm_engine_em in MOD norm_engine
Note: Attempted logarithm of non-positive number
Cov. matrix became singular or negative definite
OCCURRED IN: run_estep in MOD norm_engine
EM algorithm aborted
Iteration 2
OCCURRED IN: run_norm_engine_em in MOD norm_engine
[1] 0.07947339
[1] 0.07947339
Iterations of EM: 
1...2...3...4...5...6...7...8...9...10...11...12...13...14...
Note: Attempted logarithm of non-positive number
Cov. matrix became singular or negative definite
OCCURRED IN: run_estep in MOD norm_engine
EM algorithm aborted
Iteration 2
OCCURRED IN: run_norm_engine_em in MOD norm_engine
[1] 0.990058
Iterations of EM: 
1...2...3...4...5...6...7...8...9...10...11...12...13...14...
Note: Attempted logarithm of non-positive number
Cov. matrix became singular or negative definite
OCCURRED IN: run_estep in MOD norm_engine
EM algorithm aborted
Iteration 2
OCCURRED IN: run_norm_engine_em in MOD norm_engine
[1] 0.990058
[1] 1.290994
[1] 5.163978
Iterations of EM: 
1...2...3...4...5...6...7...8...
Iterations of EM: 
1...2...3...4...5...6...7...8...
Note: Attempted logarithm of non-positive number
Cov. matrix became singular or negative definite
OCCURRED IN: run_estep in MOD norm_engine
EM algorithm aborted
Iteration 2
OCCURRED IN: run_norm_engine_em in MOD norm_engine
Note: Attempted logarithm of non-positive number
Cov. matrix became singular or negative definite
OCCURRED IN: run_estep in MOD norm_engine
EM algorithm aborted
Iteration 2
OCCURRED IN: run_norm_engine_em in MOD norm_engine
[ FAIL 0 | WARN 10 | SKIP 0 | PASS 644 ]

[ FAIL 0 | WARN 10 | SKIP 0 | PASS 644 ]
> 
> proc.time()
   user  system elapsed 
 178.50    5.68  190.42 

Example timings

MsCoreUtils.Rcheck/MsCoreUtils-Ex.timings

nameusersystemelapsed
aggregate0.890.000.89
binning000
check000
coerce000
colCounts000
distance000
formatRt000
gnps000
group000
i2index000
imputation0.000.020.03
localMaxima000
matching000
maxi000
medianPolish0.020.000.01
noise000
normalize0.020.000.02
peakRegionMask000
ppm0.000.020.01
range000
rbindFill000
refineCentroids0.010.000.02
rla000
robustSummary000
smooth0.000.020.05
sumi000
validation000
valleys000
vapply000
which000