Last data update: 2014.03.03
|
R: Matrix version of HWChisq
HWChisqMat | R Documentation |
Matrix version of HWChisq
Description
HWChisqMat executes the Chisquare test for HWE for each row in a matrix.
Usage
HWChisqMat(X, ...)
Arguments
X |
A n times 3 matrix of genotypic counts (AA,AB,BB)
|
... |
extra arguments that are passed on to HWChisq
|
Value
pvalvec |
Vector with the p-values of each test
|
chisqvec |
Vector with the chi-square statistics
|
Dvec |
Vector with deviations from independence
|
Author(s)
Jan Graffelman jan.graffelman@upc.edu
See Also
HWChisq
Examples
X <- HWData(100,10)
colnames(X) <- c("MM","MN","NN")
Results <- HWChisqMat(X)
Output <- cbind(X,Results$chisqvec,Results$pvalvec)
print(Output)
Results
R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (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.
> library(HardyWeinberg)
Loading required package: mice
Loading required package: Rcpp
mice 2.25 2015-11-09
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/HardyWeinberg/HWChisqMat.Rd_%03d_medium.png", width=480, height=480)
> ### Name: HWChisqMat
> ### Title: Matrix version of HWChisq
> ### Aliases: HWChisqMat
> ### Keywords: htest
>
> ### ** Examples
>
> X <- HWData(100,10)
> colnames(X) <- c("MM","MN","NN")
> Results <- HWChisqMat(X)
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.610754 DF = 1 p-value = 0.4345041 D = -0.975 f = 0.3939394
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2318594 DF = 1 p-value = 0.6301485 D = -0.1 f = 0.04761905
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.05 DF = 1 p-value = 0.8230633 D = 0.5 f = -0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.04444444 DF = 1 p-value = 0.8330289 D = -0.375 f = 0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.610754 DF = 1 p-value = 0.4345041 D = -0.975 f = 0.3939394
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2318594 DF = 1 p-value = 0.6301485 D = -0.1 f = 0.04761905
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.161565 DF = 1 p-value = 0.2811413 D = -1.1 f = 0.5238095
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.05 DF = 1 p-value = 0.8230633 D = 0.5 f = -0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.6128118 DF = 1 p-value = 0.4337311 D = 0.9 f = -0.4285714
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.02777778 DF = 1 p-value = 0.8676323 D = -0.4 f = 0.1666667
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.161565 DF = 1 p-value = 0.2811413 D = -1.1 f = 0.5238095
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1777778 DF = 1 p-value = 0.67329 D = 0.625 f = -0.3333333
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2318594 DF = 1 p-value = 0.6301485 D = -0.1 f = 0.04761905
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1111111 DF = 1 p-value = 0.7388827 D = 0.6 f = -0.25
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1796875 DF = 1 p-value = 0.6716419 D = -0.6 f = 0.375
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.04444444 DF = 1 p-value = 0.8330289 D = -0.375 f = 0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 4.463218 DF = 1 p-value = 0.0346322 D = 2.025 f = -0.8181818
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.833333 DF = 1 p-value = 0.1757343 D = -1.4 f = 0.5833333
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3219418 DF = 1 p-value = 0.570443 D = -0.775 f = 0.3406593
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.7125803 DF = 1 p-value = 0.3985885 D = 1.025 f = -0.4141414
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.6128118 DF = 1 p-value = 0.4337311 D = 0.9 f = -0.4285714
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2269156 DF = 1 p-value = 0.6338203 D = 0.025 f = -0.01010101
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.05 DF = 1 p-value = 0.8230633 D = 0.5 f = -0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1796875 DF = 1 p-value = 0.6716419 D = -0.6 f = 0.375
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 9.263158 DF = 1 p-value = 0.002338095 D = 0.025 f = -0.05263158
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.08018355 DF = 1 p-value = 0.7770488 D = 0.225 f = -0.0989011
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.0546875 DF = 1 p-value = 0.8150986 D = 0.4 f = -0.25
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1111111 DF = 1 p-value = 0.7388827 D = 0.6 f = -0.25
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.04444444 DF = 1 p-value = 0.8330289 D = -0.375 f = 0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.05 DF = 1 p-value = 0.8230633 D = 0.5 f = -0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.08018355 DF = 1 p-value = 0.7770488 D = 0.225 f = -0.0989011
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.08018355 DF = 1 p-value = 0.7770488 D = 0.225 f = -0.0989011
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.6128118 DF = 1 p-value = 0.4337311 D = 0.9 f = -0.4285714
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.161565 DF = 1 p-value = 0.2811413 D = -1.1 f = 0.5238095
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3219418 DF = 1 p-value = 0.570443 D = -0.775 f = 0.3406593
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1796875 DF = 1 p-value = 0.6716419 D = -0.6 f = 0.375
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1111111 DF = 1 p-value = 0.7388827 D = 0.6 f = -0.25
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 2.611111 DF = 1 p-value = 0.1061174 D = 1.6 f = -0.6666667
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.02777778 DF = 1 p-value = 0.8676323 D = -0.4 f = 0.1666667
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.08018355 DF = 1 p-value = 0.7770488 D = 0.225 f = -0.0989011
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.0546875 DF = 1 p-value = 0.8150986 D = 0.4 f = -0.25
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1796875 DF = 1 p-value = 0.6716419 D = -0.6 f = 0.375
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3219418 DF = 1 p-value = 0.570443 D = -0.775 f = 0.3406593
warning: monomorphic marker
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = NA DF = 1 p-value = 1 D = 0 f = 0
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.05 DF = 1 p-value = 0.8230633 D = -0.5 f = 0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.6128118 DF = 1 p-value = 0.4337311 D = 0.9 f = -0.4285714
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2269156 DF = 1 p-value = 0.6338203 D = 0.025 f = -0.01010101
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1796875 DF = 1 p-value = 0.6716419 D = -0.6 f = 0.375
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1777778 DF = 1 p-value = 0.67329 D = 0.625 f = -0.3333333
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3219418 DF = 1 p-value = 0.570443 D = -0.775 f = 0.3406593
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.04444444 DF = 1 p-value = 0.8330289 D = -0.375 f = 0.2
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1796875 DF = 1 p-value = 0.6716419 D = -0.6 f = 0.375
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2318594 DF = 1 p-value = 0.6301485 D = -0.1 f = 0.04761905
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 9.263158 DF = 1 p-value = 0.002338095 D = 0.025 f = -0.05263158
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 9.263158 DF = 1 p-value = 0.002338095 D = 0.025 f = -0.05263158
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3219418 DF = 1 p-value = 0.570443 D = -0.775 f = 0.3406593
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.389204 DF = 1 p-value = 0.2385395 D = 1.225 f = -0.5384615
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.3475586 DF = 1 p-value = 0.5554984 D = 0.225 f = -0.1764706
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.7789312 DF = 1 p-value = 0.3774682 D = -0.775 f = 0.6078431
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2269156 DF = 1 p-value = 0.6338203 D = 0.025 f = -0.01010101
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.669753 DF = 1 p-value = 0.1962916 D = 0.1 f = -0.1111111
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.08018355 DF = 1 p-value = 0.7770488 D = 0.225 f = -0.0989011
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.02777778 DF = 1 p-value = 0.8676323 D = -0.4 f = 0.1666667
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.1111111 DF = 1 p-value = 0.7388827 D = 0.6 f = -0.25
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 9.263158 DF = 1 p-value = 0.002338095 D = 0.025 f = -0.05263158
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 0.2318594 DF = 1 p-value = 0.6301485 D = -0.1 f = 0.04761905
Chi-square test with continuity correction for Hardy-Weinberg equilibrium (autosomal)
Chi2 = 1.389204 DF = 1 p-value = 0.2385395 D = 1.225 f = -0.5384615
There were 50 or more warnings (use warnings() to see the first 50)
> Output <- cbind(X,Results$chisqvec,Results$pvalvec)
> print(Output)
MM MN NN
[1,] 8 2 0 1.66975309 0.196291610
[2,] 10 0 0 NA 1.000000000
[3,] 4 3 3 0.61075400 0.434504055
[4,] 5 4 1 0.23185941 0.630148518
[5,] 2 6 2 0.05000000 0.823063274
[6,] 6 3 1 0.04444444 0.833028894
[7,] 3 3 4 0.61075400 0.434504055
[8,] 5 4 1 0.23185941 0.630148518
[9,] 2 2 6 1.16156463 0.281141287
[10,] 8 2 0 1.66975309 0.196291610
[11,] 0 3 7 0.34755863 0.555498394
[12,] 8 2 0 1.66975309 0.196291610
[13,] 7 3 0 0.34755863 0.555498394
[14,] 0 3 7 0.34755863 0.555498394
[15,] 2 6 2 0.05000000 0.823063274
[16,] 8 2 0 1.66975309 0.196291610
[17,] 0 3 7 0.34755863 0.555498394
[18,] 0 6 4 0.61281179 0.433731081
[19,] 2 4 4 0.02777778 0.867632335
[20,] 6 2 2 1.16156463 0.281141287
[21,] 0 5 5 0.17777778 0.673289980
[22,] 5 4 1 0.23185941 0.630148518
[23,] 0 0 10 NA 1.000000000
[24,] 8 2 0 1.66975309 0.196291610
[25,] 0 0 10 NA 1.000000000
[26,] 3 6 1 0.11111111 0.738882680
[27,] 0 3 7 0.34755863 0.555498394
[28,] 1 2 7 0.17968750 0.671641936
[29,] 1 3 6 0.04444444 0.833028894
[30,] 0 9 1 4.46321804 0.034632195
[31,] 10 0 0 NA 1.000000000
[32,] 5 2 3 1.83333333 0.175734336
[33,] 5 3 2 0.32194179 0.570443028
[34,] 1 7 2 0.71258035 0.398588527
[35,] 4 6 0 0.61281179 0.433731081
[36,] 2 5 3 0.22691562 0.633820341
[37,] 2 6 2 0.05000000 0.823063274
[38,] 1 2 7 0.17968750 0.671641936
[39,] 0 2 8 1.66975309 0.196291610
[40,] 7 3 0 0.34755863 0.555498394
[41,] 9 1 0 9.26315789 0.002338095
[42,] 1 5 4 0.08018355 0.777048820
[43,] 10 0 0 NA 1.000000000
[44,] 0 4 6 0.05468750 0.815098647
[45,] 3 6 1 0.11111111 0.738882680
[46,] 0 3 7 0.34755863 0.555498394
[47,] 1 3 6 0.04444444 0.833028894
[48,] 2 6 2 0.05000000 0.823063274
[49,] 4 5 1 0.08018355 0.777048820
[50,] 8 2 0 1.66975309 0.196291610
[51,] 1 5 4 0.08018355 0.777048820
[52,] 10 0 0 NA 1.000000000
[53,] 0 6 4 0.61281179 0.433731081
[54,] 6 2 2 1.16156463 0.281141287
[55,] 2 3 5 0.32194179 0.570443028
[56,] 7 2 1 0.17968750 0.671641936
[57,] 0 0 10 NA 1.000000000
[58,] 0 2 8 1.66975309 0.196291610
[59,] 0 0 10 NA 1.000000000
[60,] 7 3 0 0.34755863 0.555498394
[61,] 0 2 8 1.66975309 0.196291610
[62,] 0 2 8 1.66975309 0.196291610
[63,] 3 6 1 0.11111111 0.738882680
[64,] 2 8 0 2.61111111 0.106117388
[65,] 4 4 2 0.02777778 0.867632335
[66,] 4 5 1 0.08018355 0.777048820
[67,] 6 4 0 0.05468750 0.815098647
[68,] 1 2 7 0.17968750 0.671641936
[69,] 0 0 10 NA 1.000000000
[70,] 2 3 5 0.32194179 0.570443028
[71,] 0 0 10 NA 1.000000000
[72,] 3 4 3 0.05000000 0.823063274
[73,] 0 6 4 0.61281179 0.433731081
[74,] 2 5 3 0.22691562 0.633820341
[75,] 7 2 1 0.17968750 0.671641936
[76,] 7 3 0 0.34755863 0.555498394
[77,] 0 2 8 1.66975309 0.196291610
[78,] 0 5 5 0.17777778 0.673289980
[79,] 5 3 2 0.32194179 0.570443028
[80,] 0 2 8 1.66975309 0.196291610
[81,] 0 2 8 1.66975309 0.196291610
[82,] 0 2 8 1.66975309 0.196291610
[83,] 1 3 6 0.04444444 0.833028894
[84,] 1 2 7 0.17968750 0.671641936
[85,] 1 4 5 0.23185941 0.630148518
[86,] 0 1 9 9.26315789 0.002338095
[87,] 9 1 0 9.26315789 0.002338095
[88,] 2 3 5 0.32194179 0.570443028
[89,] 7 3 0 0.34755863 0.555498394
[90,] 3 7 0 1.38920420 0.238539537
[91,] 0 3 7 0.34755863 0.555498394
[92,] 8 1 1 0.77893118 0.377468222
[93,] 3 5 2 0.22691562 0.633820341
[94,] 8 2 0 1.66975309 0.196291610
[95,] 4 5 1 0.08018355 0.777048820
[96,] 2 4 4 0.02777778 0.867632335
[97,] 1 6 3 0.11111111 0.738882680
[98,] 9 1 0 9.26315789 0.002338095
[99,] 5 4 1 0.23185941 0.630148518
[100,] 0 7 3 1.38920420 0.238539537
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> dev.off()
null device
1
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