Compute null weighted overlap matrix
Source:R/selectX_stats.r
w.r.am.pairwise.alteration.overlap.RdCompute null weighted overlap matrix
Examples
# \donttest{
data(luad_run_data, package = "SelectSim")
result <- selectX(M = luad_run_data$M,
sample.class = luad_run_data$sample.class,
alteration.class = luad_run_data$alteration.class,
n.cores = 1, min.freq = 10, n.permut = 10,
verbose = FALSE)
w.r.am.pairwise.alteration.overlap(result$obj$null, W = result$obj$W$W,
n.permut = result$obj$nSim)
#> [[1]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 10.1543331 0.7692308 1.6181272 0.0000000 0.0000000 0.0000000
#> [2,] 0.7692308 13.6054109 1.3859291 1.7692308 2.2487762 0.6941176
#> [3,] 1.6181272 1.3859291 24.4768506 0.4000000 0.3571429 0.9191176
#> [4,] 0.0000000 1.7692308 0.4000000 11.4284511 0.0000000 2.3205466
#> [5,] 0.0000000 2.2487762 0.3571429 0.0000000 10.5791892 0.6250000
#> [6,] 0.0000000 0.6941176 0.9191176 2.3205466 0.6250000 7.8281257
#> [7,] 1.3475806 3.1265859 2.7068496 0.7692308 2.0347744 1.6500000
#> [8,] 1.6406015 0.3225806 1.1342690 0.0000000 1.3571429 0.0000000
#> [9,] 5.3466408 5.4444797 9.2293809 3.7265280 3.9688653 5.4338950
#> [10,] 0.9475806 2.9178939 1.0166983 2.6955466 0.8545455 0.2941176
#> [11,] 1.7763158 0.3225806 2.8009023 2.0500000 1.0795455 0.6250000
#> [12,] 1.0918114 0.9263158 1.4021261 0.9263158 0.0000000 1.2000000
#> [13,] 0.0000000 0.0000000 0.4000000 0.9263158 0.0000000 0.5263158
#> [14,] 0.3225806 0.0000000 0.3225806 0.0000000 0.0000000 0.0000000
#> [15,] 0.9821429 0.6941176 1.6321217 0.0000000 1.2834586 0.2941176
#> [16,] 0.5263158 2.6442675 1.7736631 1.7942308 1.2237762 1.3191176
#> [17,] 0.4000000 0.0000000 0.7692308 0.0000000 0.0000000 0.0000000
#> [18,] 0.6250000 1.7680141 1.8404745 0.0000000 1.3942308 0.2941176
#> [19,] 0.7692308 0.0000000 1.7500920 0.0000000 0.0000000 0.7692308
#> [20,] 0.7225806 1.9630041 0.9475806 0.8488964 0.9090909 1.0250000
#> [21,] 3.8502701 2.1038921 3.4359291 1.8526316 1.1513158 1.7191176
#> [22,] 8.6158716 8.2784878 10.3806967 5.7386738 4.9540972 4.2825792
#> [23,] 0.6250000 0.7225806 0.7771261 0.0000000 0.4000000 0.0000000
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 1.3475806 1.6406015 5.346641 0.9475806 1.7763158 1.0918114
#> [2,] 3.1265859 0.3225806 5.444480 2.9178939 0.3225806 0.9263158
#> [3,] 2.7068496 1.1342690 9.229381 1.0166983 2.8009023 1.4021261
#> [4,] 0.7692308 0.0000000 3.726528 2.6955466 2.0500000 0.9263158
#> [5,] 2.0347744 1.3571429 3.968865 0.8545455 1.0795455 0.0000000
#> [6,] 1.6500000 0.0000000 5.433895 0.2941176 0.6250000 1.2000000
#> [7,] 38.6036068 4.3518185 16.712412 2.5463569 0.8488964 1.4797235
#> [8,] 4.3518185 21.5111545 7.552146 1.0795455 2.2431272 1.7047235
#> [9,] 16.7124125 7.5521464 103.016482 4.2329662 9.3799995 5.8608548
#> [10,] 2.5463569 1.0795455 4.232966 16.3483509 1.3263158 1.7168114
#> [11,] 0.8488964 2.2431272 9.380000 1.3263158 21.2069226 1.5809191
#> [12,] 1.4797235 1.7047235 5.860855 1.7168114 1.5809191 10.9570087
#> [13,] 0.0000000 0.0000000 1.551316 0.0000000 0.4000000 0.7692308
#> [14,] 1.4021261 1.2237762 4.377276 0.7771261 0.3571429 0.6797235
#> [15,] 2.4893199 1.1688312 5.177726 0.6941176 1.1513158 0.0000000
#> [16,] 3.9572927 1.9630041 10.525279 1.9178939 1.5513158 0.7571429
#> [17,] 1.9263158 2.0250000 4.241093 0.0000000 0.0000000 0.0000000
#> [18,] 4.9476727 1.7771261 6.663710 1.9191176 1.0918114 0.5263158
#> [19,] 0.0000000 0.7692308 3.447552 0.6250000 0.0000000 0.0000000
#> [20,] 2.9881821 0.7571429 7.265492 2.5272181 0.4545455 1.6060393
#> [21,] 7.3055911 3.4040630 14.856953 4.4635606 4.5424089 3.4002701
#> [22,] 21.9740521 14.1963772 61.985519 10.6464278 14.3389156 5.7166240
#> [23,] 0.3225806 0.6451613 2.124707 0.4000000 1.7168114 0.3225806
#> [,13] [,14] [,15] [,16] [,17] [,18]
#> [1,] 0.0000000 0.3225806 0.9821429 0.5263158 0.4000000 0.6250000
#> [2,] 0.0000000 0.0000000 0.6941176 2.6442675 0.0000000 1.7680141
#> [3,] 0.4000000 0.3225806 1.6321217 1.7736631 0.7692308 1.8404745
#> [4,] 0.9263158 0.0000000 0.0000000 1.7942308 0.0000000 0.0000000
#> [5,] 0.0000000 0.0000000 1.2834586 1.2237762 0.0000000 1.3942308
#> [6,] 0.5263158 0.0000000 0.2941176 1.3191176 0.0000000 0.2941176
#> [7,] 0.0000000 1.4021261 2.4893199 3.9572927 1.9263158 4.9476727
#> [8,] 0.0000000 1.2237762 1.1688312 1.9630041 2.0250000 1.7771261
#> [9,] 1.5513158 4.3772759 5.1777261 10.5252786 4.2410931 6.6637105
#> [10,] 0.0000000 0.7771261 0.6941176 1.9178939 0.0000000 1.9191176
#> [11,] 0.4000000 0.3571429 1.1513158 1.5513158 0.0000000 1.0918114
#> [12,] 0.7692308 0.6797235 0.0000000 0.7571429 0.0000000 0.5263158
#> [13,] 11.0224696 0.6250000 0.0000000 0.7692308 0.0000000 0.0000000
#> [14,] 0.6250000 8.3099683 0.7692308 1.2237762 0.0000000 0.6250000
#> [15,] 0.0000000 0.7692308 11.3143658 1.5178939 0.5263158 1.2749789
#> [16,] 0.7692308 1.2237762 1.5178939 17.9291247 0.6250000 0.7486631
#> [17,] 0.0000000 0.0000000 0.5263158 0.6250000 7.7674089 1.0526316
#> [18,] 0.0000000 0.6250000 1.2749789 0.7486631 1.0526316 14.3727186
#> [19,] 0.0000000 0.4545455 0.5263158 0.4545455 0.0000000 0.0000000
#> [20,] 0.6250000 0.9475806 0.0000000 1.7938312 1.1692308 1.2955466
#> [21,] 1.0250000 3.4860422 1.4454334 4.3539499 1.2500000 0.2941176
#> [22,] 3.4192308 6.1465067 6.6124427 10.8137401 4.7026316 12.9784878
#> [23,] 1.7692308 0.0000000 0.4000000 0.0000000 0.0000000 0.3225806
#> [,19] [,20] [,21] [,22] [,23]
#> [1,] 0.7692308 0.7225806 3.8502701 8.615872 0.6250000
#> [2,] 0.0000000 1.9630041 2.1038921 8.278488 0.7225806
#> [3,] 1.7500920 0.9475806 3.4359291 10.380697 0.7771261
#> [4,] 0.0000000 0.8488964 1.8526316 5.738674 0.0000000
#> [5,] 0.0000000 0.9090909 1.1513158 4.954097 0.4000000
#> [6,] 0.7692308 1.0250000 1.7191176 4.282579 0.0000000
#> [7,] 0.0000000 2.9881821 7.3055911 21.974052 0.3225806
#> [8,] 0.7692308 0.7571429 3.4040630 14.196377 0.6451613
#> [9,] 3.4475524 7.2654923 14.8569528 61.985519 2.1247067
#> [10,] 0.6250000 2.5272181 4.4635606 10.646428 0.4000000
#> [11,] 0.0000000 0.4545455 4.5424089 14.338916 1.7168114
#> [12,] 0.0000000 1.6060393 3.4002701 5.716624 0.3225806
#> [13,] 0.0000000 0.6250000 1.0250000 3.419231 1.7692308
#> [14,] 0.4545455 0.9475806 3.4860422 6.146507 0.0000000
#> [15,] 0.5263158 0.0000000 1.4454334 6.612443 0.4000000
#> [16,] 0.4545455 1.7938312 4.3539499 10.813740 0.0000000
#> [17,] 0.0000000 1.1692308 1.2500000 4.702632 0.0000000
#> [18,] 0.0000000 1.2955466 0.2941176 12.978488 0.3225806
#> [19,] 10.6757913 0.0000000 0.7692308 6.137330 0.4545455
#> [20,] 0.0000000 13.5995004 3.9644979 8.731493 0.0000000
#> [21,] 0.7692308 3.9644979 40.5032078 26.111507 0.6250000
#> [22,] 6.1373298 8.7314934 26.1115074 161.179345 2.7497067
#> [23,] 0.4545455 0.0000000 0.6250000 2.749707 8.0573991
#>
#> [[2]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 13.4783309 1.3942308 0.6250000 0.7692308 1.0000000 0.0000000
#> [2,] 1.3942308 16.4559723 2.0250000 0.7692308 0.6250000 0.7692308
#> [3,] 0.6250000 2.0250000 25.8623626 1.3821429 0.6250000 0.7692308
#> [4,] 0.7692308 0.7692308 1.3821429 11.5309861 0.6250000 0.7692308
#> [5,] 1.0000000 0.6250000 0.6250000 0.6250000 12.8162430 0.4545455
#> [6,] 0.0000000 0.7692308 0.7692308 0.7692308 0.4545455 8.5862840
#> [7,] 2.0192308 3.4271261 6.1835165 3.3026894 1.3942308 2.7513736
#> [8,] 3.4013158 1.0250000 2.0071429 1.5084586 0.3571429 0.8834586
#> [9,] 3.7693228 5.2155876 9.8912088 2.7642857 3.8835507 3.8843610
#> [10,] 0.5263158 0.0000000 1.7942308 0.0000000 0.8116883 0.7771261
#> [11,] 0.5263158 0.9475806 1.0250000 0.5263158 1.8956044 0.5263158
#> [12,] 0.9808612 0.7225806 1.8250000 0.4000000 0.0000000 0.3225806
#> [13,] 1.2500000 0.0000000 1.1263736 0.0000000 0.3571429 0.0000000
#> [14,] 0.0000000 1.3942308 0.7692308 0.0000000 1.0000000 1.7513736
#> [15,] 1.8487762 0.3225806 2.3821429 1.1692308 0.8834586 0.3225806
#> [16,] 0.0000000 0.6250000 1.6071429 2.0192308 0.0000000 0.7692308
#> [17,] 0.0000000 0.0000000 0.6250000 0.0000000 0.7692308 0.3225806
#> [18,] 0.0000000 0.9475806 1.2500000 0.7692308 0.5263158 0.0000000
#> [19,] 0.0000000 0.7692308 0.0000000 0.0000000 0.5263158 0.3571429
#> [20,] 0.6250000 0.6250000 1.3821429 0.7692308 2.2776894 1.4489543
#> [21,] 1.6058612 2.7418114 4.8013736 1.5084586 2.5880041 0.8116883
#> [22,] 6.0648693 5.5905876 16.1989011 4.4469780 4.5085507 5.6535917
#> [23,] 1.4545455 1.0000000 0.3571429 0.9821429 0.6250000 0.3225806
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 2.0192308 3.4013158 3.769323 0.5263158 0.5263158 0.9808612
#> [2,] 3.4271261 1.0250000 5.215588 0.0000000 0.9475806 0.7225806
#> [3,] 6.1835165 2.0071429 9.891209 1.7942308 1.0250000 1.8250000
#> [4,] 3.3026894 1.5084586 2.764286 0.0000000 0.5263158 0.4000000
#> [5,] 1.3942308 0.3571429 3.883551 0.8116883 1.8956044 0.0000000
#> [6,] 2.7513736 0.8834586 3.884361 0.7771261 0.5263158 0.3225806
#> [7,] 38.7700706 4.6074129 13.178977 3.2956044 3.3657078 2.2918114
#> [8,] 4.6074129 21.6044343 8.337734 1.5084586 3.5086709 1.9513158
#> [9,] 13.1789775 8.3377339 101.220429 8.4338207 10.4036080 7.2099175
#> [10,] 3.2956044 1.5084586 8.433821 16.3857438 2.5334586 1.2488964
#> [11,] 3.3657078 3.5086709 10.403608 2.5334586 19.6581627 2.2666983
#> [12,] 2.2918114 1.9513158 7.209918 1.2488964 2.2666983 11.9983790
#> [13,] 1.7513736 0.9821429 2.720147 1.5263736 0.3571429 0.0000000
#> [14,] 1.3392857 0.3571429 2.733516 0.3571429 0.0000000 0.0000000
#> [15,] 3.0002701 0.9821429 5.042940 1.3047235 1.3047235 1.4997067
#> [16,] 4.1277473 1.2500000 6.587501 0.7571429 2.0704334 0.9191176
#> [17,] 0.7692308 1.3942308 1.946357 0.7225806 0.0000000 0.3225806
#> [18,] 1.2060393 1.1513158 6.437621 0.8834586 0.6166983 0.6166983
#> [19,] 1.2116883 1.8956044 4.157235 0.0000000 0.4000000 0.0000000
#> [20,] 3.2598323 0.7142857 5.767906 0.6797235 0.3571429 0.3225806
#> [21,] 4.9645558 6.4240602 18.970098 1.9380619 5.0457035 4.8904745
#> [22,] 19.0251313 10.3569647 62.172168 10.4651972 11.3530007 10.4599175
#> [23,] 0.3571429 0.3571429 3.778500 0.3225806 0.0000000 0.7771261
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 1.2500000 0.0000000 1.8487762 0.0000000 0.0000000 0.0000000 0.0000000
#> [2,] 0.0000000 1.3942308 0.3225806 0.6250000 0.0000000 0.9475806 0.7692308
#> [3,] 1.1263736 0.7692308 2.3821429 1.6071429 0.6250000 1.2500000 0.0000000
#> [4,] 0.0000000 0.0000000 1.1692308 2.0192308 0.0000000 0.7692308 0.0000000
#> [5,] 0.3571429 1.0000000 0.8834586 0.0000000 0.7692308 0.5263158 0.5263158
#> [6,] 0.0000000 1.7513736 0.3225806 0.7692308 0.3225806 0.0000000 0.3571429
#> [7,] 1.7513736 1.3392857 3.0002701 4.1277473 0.7692308 1.2060393 1.2116883
#> [8,] 0.9821429 0.3571429 0.9821429 1.2500000 1.3942308 1.1513158 1.8956044
#> [9,] 2.7201470 2.7335165 5.0429398 6.5875006 1.9463569 6.4376208 4.1572349
#> [10,] 1.5263736 0.3571429 1.3047235 0.7571429 0.7225806 0.8834586 0.0000000
#> [11,] 0.3571429 0.0000000 1.3047235 2.0704334 0.0000000 0.6166983 0.4000000
#> [12,] 0.0000000 0.0000000 1.4997067 0.9191176 0.3225806 0.6166983 0.0000000
#> [13,] 9.1336085 0.0000000 0.7142857 0.7571429 0.4000000 0.0000000 0.6250000
#> [14,] 0.0000000 9.2912088 0.0000000 0.3571429 0.0000000 0.9821429 0.3571429
#> [15,] 0.7142857 0.0000000 10.4634864 0.3571429 0.3225806 0.8488964 0.6250000
#> [16,] 0.7571429 0.3571429 0.3571429 20.0201929 2.1045455 2.2584034 0.0000000
#> [17,] 0.4000000 0.0000000 0.3225806 2.1045455 7.5905876 1.8750000 0.0000000
#> [18,] 0.0000000 0.9821429 0.8488964 2.2584034 1.8750000 13.1466289 0.5263158
#> [19,] 0.6250000 0.3571429 0.6250000 0.0000000 0.0000000 0.5263158 8.4841579
#> [20,] 1.3392857 0.3571429 1.5631821 1.3571429 1.0918114 1.8218623 1.5084586
#> [21,] 0.3571429 1.4835165 3.9632163 1.7308060 1.7045455 3.7322998 0.9821429
#> [22,] 5.3643777 2.7335165 8.1608548 9.7771859 3.5110422 7.9305358 3.3880041
#> [23,] 0.0000000 0.7692308 1.4021261 0.0000000 0.9475806 0.6250000 0.0000000
#> [,20] [,21] [,22] [,23]
#> [1,] 0.6250000 1.6058612 6.064869 1.4545455
#> [2,] 0.6250000 2.7418114 5.590588 1.0000000
#> [3,] 1.3821429 4.8013736 16.198901 0.3571429
#> [4,] 0.7692308 1.5084586 4.446978 0.9821429
#> [5,] 2.2776894 2.5880041 4.508551 0.6250000
#> [6,] 1.4489543 0.8116883 5.653592 0.3225806
#> [7,] 3.2598323 4.9645558 19.025131 0.3571429
#> [8,] 0.7142857 6.4240602 10.356965 0.3571429
#> [9,] 5.7679057 18.9700975 62.172168 3.7784997
#> [10,] 0.6797235 1.9380619 10.465197 0.3225806
#> [11,] 0.3571429 5.0457035 11.353001 0.0000000
#> [12,] 0.3225806 4.8904745 10.459918 0.7771261
#> [13,] 1.3392857 0.3571429 5.364378 0.0000000
#> [14,] 0.3571429 1.4835165 2.733516 0.7692308
#> [15,] 1.5631821 3.9632163 8.160855 1.4021261
#> [16,] 1.3571429 1.7308060 9.777186 0.0000000
#> [17,] 1.0918114 1.7045455 3.511042 0.9475806
#> [18,] 1.8218623 3.7322998 7.930536 0.6250000
#> [19,] 1.5084586 0.9821429 3.388004 0.0000000
#> [20,] 15.5346061 1.7392857 8.450598 0.3225806
#> [21,] 1.7392857 38.0323445 21.246321 2.0616883
#> [22,] 8.4505980 21.2463213 160.126116 6.7784997
#> [23,] 0.3225806 2.0616883 6.778500 8.4034997
#>
#> [[3]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 11.3407027 1.6526894 1.7692308 0.0000000 0.3571429 0.7692308
#> [2,] 1.6526894 15.5978317 3.9405876 0.7692308 0.3571429 0.0000000
#> [3,] 1.7692308 3.9405876 24.1437173 0.6250000 1.0795455 0.0000000
#> [4,] 0.0000000 0.7692308 0.6250000 11.6199301 0.6250000 0.0000000
#> [5,] 0.3571429 0.3571429 1.0795455 0.6250000 9.6440730 0.7142857
#> [6,] 0.7692308 0.0000000 0.0000000 0.0000000 0.7142857 8.0259254
#> [7,] 3.4347744 1.8643199 4.8375328 2.1045455 3.1318353 1.5142857
#> [8,] 0.6250000 2.1634615 0.9808612 0.7692308 1.1688312 0.7142857
#> [9,] 4.4874639 6.2061313 6.7135553 4.8122378 5.0792957 4.9611481
#> [10,] 0.5263158 0.4545455 1.2316716 0.4000000 1.1688312 1.4835165
#> [11,] 1.1263736 1.9034997 3.5736032 0.6250000 0.3571429 0.5263158
#> [12,] 0.5263158 0.9475806 1.7964771 0.0000000 0.9808612 0.0000000
#> [13,] 0.9821429 0.3225806 0.3225806 0.0000000 0.6250000 0.0000000
#> [14,] 0.0000000 0.0000000 0.6250000 0.0000000 0.5263158 0.0000000
#> [15,] 0.8000000 0.7692308 0.3225806 0.7692308 0.4545455 0.0000000
#> [16,] 2.2834586 0.9821429 2.6442308 1.3942308 0.7142857 1.2834586
#> [17,] 0.0000000 0.6250000 1.2500000 0.0000000 0.0000000 0.5263158
#> [18,] 0.6250000 0.7692308 1.6058612 0.0000000 0.7692308 0.4000000
#> [19,] 0.0000000 0.0000000 0.5263158 0.0000000 1.0795455 0.4000000
#> [20,] 0.5263158 0.0000000 2.8558612 0.6250000 2.3295455 0.4000000
#> [21,] 1.7513736 0.9475806 2.6722874 1.6500000 2.4737762 1.5513158
#> [22,] 8.4201562 7.3887316 13.3622487 5.9180070 6.9998423 6.0259254
#> [23,] 1.4526316 1.0526316 0.6250000 0.6250000 0.0000000 0.4000000
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 3.4347744 0.6250000 4.487464 0.5263158 1.1263736 0.5263158
#> [2,] 1.8643199 2.1634615 6.206131 0.4545455 1.9034997 0.9475806
#> [3,] 4.8375328 0.9808612 6.713555 1.2316716 3.5736032 1.7964771
#> [4,] 2.1045455 0.7692308 4.812238 0.4000000 0.6250000 0.0000000
#> [5,] 3.1318353 1.1688312 5.079296 1.1688312 0.3571429 0.9808612
#> [6,] 1.5142857 0.7142857 4.961148 1.4835165 0.5263158 0.0000000
#> [7,] 34.6584330 3.6581511 15.142239 3.8452390 2.9869005 2.5321770
#> [8,] 3.6581511 22.4704348 9.927419 1.4835165 1.4454334 2.2308612
#> [9,] 15.1422386 9.9274186 104.367696 8.8646820 7.9120094 7.4465691
#> [10,] 3.8452390 1.4835165 8.864682 15.7179208 0.7771261 3.2431272
#> [11,] 2.9869005 1.4454334 7.912009 0.7771261 20.9813414 1.2701613
#> [12,] 2.5321770 2.2308612 7.446569 3.2431272 1.2701613 11.7684314
#> [13,] 1.2500000 1.5263158 3.323954 0.0000000 0.9475806 0.9475806
#> [14,] 0.8834586 0.2941176 3.311725 0.0000000 0.9191176 0.5263158
#> [15,] 3.3272181 2.2046375 5.957987 0.5263158 0.3225806 2.1500920
#> [16,] 4.5170671 1.9630041 7.021613 1.5084586 1.6526894 0.6250000
#> [17,] 0.6250000 0.0000000 5.045547 0.0000000 1.3942308 0.0000000
#> [18,] 2.6039474 1.6058612 8.430365 2.2955466 1.8218623 2.9205466
#> [19,] 0.4000000 0.7692308 5.313554 0.0000000 0.0000000 0.0000000
#> [20,] 2.4058612 1.0526316 8.414320 0.4545455 0.4000000 1.6776316
#> [21,] 6.9560735 5.2160931 14.741220 4.1503042 3.2882885 2.1964771
#> [22,] 23.1537863 11.0979651 57.430357 9.2249138 11.1927879 8.9799699
#> [23,] 2.1763158 0.0000000 5.648178 1.1513158 0.0000000 1.8750000
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 0.9821429 0.0000000 0.8000000 2.2834586 0.0000000 0.6250000 0.0000000
#> [2,] 0.3225806 0.0000000 0.7692308 0.9821429 0.6250000 0.7692308 0.0000000
#> [3,] 0.3225806 0.6250000 0.3225806 2.6442308 1.2500000 1.6058612 0.5263158
#> [4,] 0.0000000 0.0000000 0.7692308 1.3942308 0.0000000 0.0000000 0.0000000
#> [5,] 0.6250000 0.5263158 0.4545455 0.7142857 0.0000000 0.7692308 1.0795455
#> [6,] 0.0000000 0.0000000 0.0000000 1.2834586 0.5263158 0.4000000 0.4000000
#> [7,] 1.2500000 0.8834586 3.3272181 4.5170671 0.6250000 2.6039474 0.4000000
#> [8,] 1.5263158 0.2941176 2.2046375 1.9630041 0.0000000 1.6058612 0.7692308
#> [9,] 3.3239543 3.3117250 5.9579873 7.0216126 5.0455466 8.4303650 5.3135536
#> [10,] 0.0000000 0.0000000 0.5263158 1.5084586 0.0000000 2.2955466 0.0000000
#> [11,] 0.9475806 0.9191176 0.3225806 1.6526894 1.3942308 1.8218623 0.0000000
#> [12,] 0.9475806 0.5263158 2.1500920 0.6250000 0.0000000 2.9205466 0.0000000
#> [13,] 9.4079624 0.0000000 0.5263158 0.0000000 0.0000000 0.6250000 0.0000000
#> [14,] 0.0000000 7.3835874 0.0000000 0.8116883 0.0000000 0.0000000 0.0000000
#> [15,] 0.5263158 0.0000000 13.7919954 0.8545455 0.0000000 1.5263158 1.0000000
#> [16,] 0.0000000 0.8116883 0.8545455 18.0453980 1.3942308 0.8000000 1.1692308
#> [17,] 0.0000000 0.0000000 0.0000000 1.3942308 7.8147773 0.0000000 0.0000000
#> [18,] 0.6250000 0.0000000 1.5263158 0.8000000 0.0000000 15.0406889 0.4000000
#> [19,] 0.0000000 0.0000000 1.0000000 1.1692308 0.0000000 0.4000000 10.3904766
#> [20,] 0.0000000 0.3571429 1.0000000 2.1763158 0.6250000 0.4000000 1.4000000
#> [21,] 1.8310393 2.2059191 1.7752122 2.8558612 1.3942308 1.6776316 2.3076923
#> [22,] 4.6195008 4.4630408 5.4843031 10.3242442 3.1705466 8.8124500 4.3135536
#> [23,] 0.6250000 0.0000000 0.4000000 0.8000000 0.0000000 1.0250000 0.4000000
#> [,20] [,21] [,22] [,23]
#> [1,] 0.5263158 1.7513736 8.420156 1.452632
#> [2,] 0.0000000 0.9475806 7.388732 1.052632
#> [3,] 2.8558612 2.6722874 13.362249 0.625000
#> [4,] 0.6250000 1.6500000 5.918007 0.625000
#> [5,] 2.3295455 2.4737762 6.999842 0.000000
#> [6,] 0.4000000 1.5513158 6.025925 0.400000
#> [7,] 2.4058612 6.9560735 23.153786 2.176316
#> [8,] 1.0526316 5.2160931 11.097965 0.000000
#> [9,] 8.4143199 14.7412198 57.430357 5.648178
#> [10,] 0.4545455 4.1503042 9.224914 1.151316
#> [11,] 0.4000000 3.2882885 11.192788 0.000000
#> [12,] 1.6776316 2.1964771 8.979970 1.875000
#> [13,] 0.0000000 1.8310393 4.619501 0.625000
#> [14,] 0.3571429 2.2059191 4.463041 0.000000
#> [15,] 1.0000000 1.7752122 5.484303 0.400000
#> [16,] 2.1763158 2.8558612 10.324244 0.800000
#> [17,] 0.6250000 1.3942308 3.170547 0.000000
#> [18,] 0.4000000 1.6776316 8.812450 1.025000
#> [19,] 1.4000000 2.3076923 4.313554 0.400000
#> [20,] 16.5848664 3.0866883 8.084866 0.400000
#> [21,] 3.0866883 39.5701671 23.620774 0.000000
#> [22,] 8.0848664 23.6207744 160.948576 4.451316
#> [23,] 0.4000000 0.0000000 4.451316 6.898178
#>
#> [[4]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 12.8353264 0.9821429 1.6334034 0.0000000 0.0000000 0.9191176
#> [2,] 0.9821429 13.5381632 0.3571429 0.5263158 1.9205466 1.5513158
#> [3,] 1.6334034 0.3571429 21.2051861 0.7771261 1.5725806 1.4454334
#> [4,] 0.0000000 0.5263158 0.7771261 12.4197570 0.8488964 0.5263158
#> [5,] 0.0000000 1.9205466 1.5725806 0.8488964 10.1888236 1.8097744
#> [6,] 0.9191176 1.5513158 1.4454334 0.5263158 1.8097744 6.6283860
#> [7,] 0.9821429 2.5455466 3.9811313 1.7369727 1.7168114 2.3026316
#> [8,] 0.6250000 1.5513158 2.1590909 1.0918114 1.6071429 1.9084586
#> [9,] 3.6526341 8.3554708 11.3782630 4.4870647 6.4003621 5.2341552
#> [10,] 0.2941176 0.3571429 2.3547024 0.3225806 0.6797235 1.4204913
#> [11,] 0.6512605 2.5072349 2.4105295 0.9677419 1.6181272 1.5896642
#> [12,] 0.0000000 2.0526894 0.0000000 1.0000000 0.7692308 0.7692308
#> [13,] 0.6250000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> [14,] 0.0000000 1.6955466 1.5888144 0.3225806 0.3225806 0.4000000
#> [15,] 1.5441176 1.5084586 1.3859291 0.8488964 1.2488964 2.8980650
#> [16,] 0.2941176 0.9808612 1.6883484 1.9205466 1.2955466 0.8204334
#> [17,] 0.0000000 0.6250000 0.5263158 0.7692308 0.3571429 0.8834586
#> [18,] 0.2941176 0.5263158 1.5603514 0.5263158 0.5263158 1.3467492
#> [19,] 0.6250000 0.6250000 1.6058612 0.0000000 1.2500000 1.0526316
#> [20,] 0.0000000 2.9326923 3.0854067 0.0000000 0.6250000 1.0526316
#> [21,] 0.9191176 1.0250000 5.0066504 2.3155876 1.9725806 3.9230650
#> [22,] 7.4410957 7.8291551 14.1929484 6.6505263 7.4003621 6.6283860
#> [23,] 0.6250000 0.7692308 0.6797235 0.3225806 1.0918114 0.0000000
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 0.9821429 0.6250000 3.652634 0.2941176 0.6512605 0.0000000
#> [2,] 2.5455466 1.5513158 8.355471 0.3571429 2.5072349 2.0526894
#> [3,] 3.9811313 2.1590909 11.378263 2.3547024 2.4105295 0.0000000
#> [4,] 1.7369727 1.0918114 4.487065 0.3225806 0.9677419 1.0000000
#> [5,] 1.7168114 1.6071429 6.400362 0.6797235 1.6181272 0.7692308
#> [6,] 2.3026316 1.9084586 5.234155 1.4204913 1.5896642 0.7692308
#> [7,] 38.4266888 3.0252122 12.513227 3.3093031 2.1915182 2.3076923
#> [8,] 3.0252122 22.0256039 8.528134 1.3392857 2.2610422 0.3571429
#> [9,] 12.5132273 8.5281343 102.967899 9.8396845 9.4276451 5.4290630
#> [10,] 3.3093031 1.3392857 9.839685 14.1544618 2.1976174 1.4835165
#> [11,] 2.1915182 2.2610422 9.427645 2.1976174 21.6103374 1.6955466
#> [12,] 2.3076923 0.3571429 5.429063 1.4835165 1.6955466 14.8136784
#> [13,] 2.1168114 1.2955466 2.741811 1.2500000 0.7692308 0.0000000
#> [14,] 2.1713569 0.8545455 4.435677 1.1342690 2.1869005 1.2955466
#> [15,] 2.9668114 0.6250000 7.406736 0.9738411 1.2416983 1.1263736
#> [16,] 1.9725806 0.6250000 6.509199 0.9191176 1.2749789 1.0000000
#> [17,] 1.6058612 1.1263736 1.963004 0.8116883 0.0000000 0.0000000
#> [18,] 2.7942308 1.4795455 6.426445 2.0454913 0.6512605 0.0000000
#> [19,] 1.2488964 1.9630041 3.211901 0.3571429 0.0000000 0.3571429
#> [20,] 4.1559533 2.3808612 7.513188 2.8737762 0.4545455 0.7692308
#> [21,] 9.5317728 4.2808612 20.131902 5.2873369 2.7212437 1.7692308
#> [22,] 22.7849884 13.2562812 54.939467 10.5967695 11.1513293 7.9796703
#> [23,] 1.5463569 0.0000000 4.849046 1.7592690 1.4489543 0.0000000
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 0.6250000 0.0000000 1.5441176 0.2941176 0.0000000 0.2941176 0.6250000
#> [2,] 0.0000000 1.6955466 1.5084586 0.9808612 0.6250000 0.5263158 0.6250000
#> [3,] 0.0000000 1.5888144 1.3859291 1.6883484 0.5263158 1.5603514 1.6058612
#> [4,] 0.0000000 0.3225806 0.8488964 1.9205466 0.7692308 0.5263158 0.0000000
#> [5,] 0.0000000 0.3225806 1.2488964 1.2955466 0.3571429 0.5263158 1.2500000
#> [6,] 0.0000000 0.4000000 2.8980650 0.8204334 0.8834586 1.3467492 1.0526316
#> [7,] 2.1168114 2.1713569 2.9668114 1.9725806 1.6058612 2.7942308 1.2488964
#> [8,] 1.2955466 0.8545455 0.6250000 0.6250000 1.1263736 1.4795455 1.9630041
#> [9,] 2.7418114 4.4356768 7.4067359 6.5091992 1.9630041 6.4264445 3.2119005
#> [10,] 1.2500000 1.1342690 0.9738411 0.9191176 0.8116883 2.0454913 0.3571429
#> [11,] 0.7692308 2.1869005 1.2416983 1.2749789 0.0000000 0.6512605 0.0000000
#> [12,] 0.0000000 1.2955466 1.1263736 1.0000000 0.0000000 0.0000000 0.3571429
#> [13,] 8.8450503 0.0000000 0.0000000 0.7225806 0.0000000 0.6250000 1.2488964
#> [14,] 0.0000000 7.7433691 1.7168114 0.5263158 0.7692308 1.8116883 0.4545455
#> [15,] 0.0000000 1.7168114 10.9644282 0.8204334 0.0000000 1.3467492 0.5263158
#> [16,] 0.7225806 0.5263158 0.8204334 20.2495838 0.0000000 0.8204334 1.3475806
#> [17,] 0.0000000 0.7692308 0.0000000 0.0000000 7.6649272 0.6250000 0.5263158
#> [18,] 0.6250000 1.8116883 1.3467492 0.8204334 0.6250000 15.8206753 0.4545455
#> [19,] 1.2488964 0.4545455 0.5263158 1.3475806 0.5263158 0.4545455 8.6132163
#> [20,] 0.0000000 1.2237762 0.0000000 1.2500000 0.5263158 1.1692308 0.5263158
#> [21,] 0.0000000 3.0259023 3.4180141 0.9191176 1.2955466 3.2942097 0.9808612
#> [22,] 4.7610422 4.0535917 7.6496509 8.8578834 5.8956964 4.8879830 4.4619005
#> [23,] 0.0000000 0.6797235 0.3225806 0.5263158 0.4545455 0.3571429 0.0000000
#> [,20] [,21] [,22] [,23]
#> [1,] 0.0000000 0.9191176 7.441096 0.6250000
#> [2,] 2.9326923 1.0250000 7.829155 0.7692308
#> [3,] 3.0854067 5.0066504 14.192948 0.6797235
#> [4,] 0.0000000 2.3155876 6.650526 0.3225806
#> [5,] 0.6250000 1.9725806 7.400362 1.0918114
#> [6,] 1.0526316 3.9230650 6.628386 0.0000000
#> [7,] 4.1559533 9.5317728 22.784988 1.5463569
#> [8,] 2.3808612 4.2808612 13.256281 0.0000000
#> [9,] 7.5131881 20.1319015 54.939467 4.8490463
#> [10,] 2.8737762 5.2873369 10.596770 1.7592690
#> [11,] 0.4545455 2.7212437 11.151329 1.4489543
#> [12,] 0.7692308 1.7692308 7.979670 0.0000000
#> [13,] 0.0000000 0.0000000 4.761042 0.0000000
#> [14,] 1.2237762 3.0259023 4.053592 0.6797235
#> [15,] 0.0000000 3.4180141 7.649651 0.3225806
#> [16,] 1.2500000 0.9191176 8.857883 0.5263158
#> [17,] 0.5263158 1.2955466 5.895696 0.4545455
#> [18,] 1.1692308 3.2942097 4.887983 0.3571429
#> [19,] 0.5263158 0.9808612 4.461901 0.0000000
#> [20,] 15.2343420 4.3380961 9.157327 0.0000000
#> [21,] 4.3380961 41.0691485 22.263987 1.4918114
#> [22,] 9.1573269 22.2639865 160.655560 4.5534997
#> [23,] 0.0000000 1.4918114 4.553500 7.2432771
#>
#> [[5]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 11.8294113 0.6451613 0.7771261 1.0023041 0.6250000 0.7771261
#> [2,] 0.6451613 14.6275695 1.2488964 1.8143921 2.1634615 0.3225806
#> [3,] 0.7771261 1.2488964 22.4402195 1.9725806 1.5384615 1.0795455
#> [4,] 1.0023041 1.8143921 1.9725806 10.8735500 0.7692308 0.9475806
#> [5,] 0.6250000 2.1634615 1.5384615 0.7692308 12.2597074 0.0000000
#> [6,] 0.7771261 0.3225806 1.0795455 0.9475806 0.0000000 9.0393639
#> [7,] 3.1272759 2.5657078 2.7821559 0.6797235 2.0192308 0.7771261
#> [8,] 0.3571429 1.2955466 1.2237762 0.3571429 0.5263158 0.0000000
#> [9,] 4.6011724 5.7743307 7.8779725 4.7773962 5.7885536 2.7701331
#> [10,] 0.3225806 1.4143921 0.3225806 1.0918114 1.2955466 0.0000000
#> [11,] 0.3225806 0.3225806 3.9898764 1.0918114 1.5384615 0.4545455
#> [12,] 0.0000000 0.9475806 0.3571429 0.0000000 1.5263158 0.4545455
#> [13,] 0.9475806 0.3225806 0.5263158 0.3225806 1.0795455 0.7771261
#> [14,] 0.6250000 0.6250000 1.3191176 0.0000000 1.2500000 0.0000000
#> [15,] 0.3571429 0.7692308 0.8834586 1.1263736 0.7692308 0.4545455
#> [16,] 1.5809191 0.9475806 3.6679859 0.3571429 1.0795455 0.4545455
#> [17,] 0.5263158 0.0000000 0.5263158 0.0000000 0.6250000 0.0000000
#> [18,] 0.7692308 1.4000000 2.3205466 1.4795455 0.0000000 0.6250000
#> [19,] 1.0918114 0.3225806 0.6797235 0.3225806 0.0000000 0.6250000
#> [20,] 0.8116883 0.3225806 1.9071770 0.3571429 0.0000000 1.6783217
#> [21,] 1.1342690 2.6252122 3.9898764 1.4489543 1.3942308 0.6250000
#> [22,] 7.5217189 4.7621849 15.8369806 7.2703111 4.9974696 6.4143639
#> [23,] 0.0000000 0.0000000 0.5263158 0.0000000 0.0000000 0.0000000
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 3.1272759 0.3571429 4.601172 0.3225806 0.3225806 0.0000000
#> [2,] 2.5657078 1.2955466 5.774331 1.4143921 0.3225806 0.9475806
#> [3,] 2.7821559 1.2237762 7.877973 0.3225806 3.9898764 0.3571429
#> [4,] 0.6797235 0.3571429 4.777396 1.0918114 1.0918114 0.0000000
#> [5,] 2.0192308 0.5263158 5.788554 1.2955466 1.5384615 1.5263158
#> [6,] 0.7771261 0.0000000 2.770133 0.0000000 0.4545455 0.4545455
#> [7,] 38.1881577 4.3322927 19.940688 2.8750000 3.7847192 1.2060393
#> [8,] 4.3322927 24.1517745 6.680529 1.5513158 0.7692308 0.8834586
#> [9,] 19.9406881 6.6805287 102.811936 6.8754823 11.1588574 5.0704170
#> [10,] 2.8750000 1.5513158 6.875482 15.8344904 2.4560393 0.8834586
#> [11,] 3.7847192 0.7692308 11.158857 2.4560393 20.4928655 1.2116883
#> [12,] 1.2060393 0.8834586 5.070417 0.8834586 1.2116883 13.3973401
#> [13,] 0.3225806 1.0795455 2.382987 0.0000000 0.4545455 0.4545455
#> [14,] 1.2941176 0.0000000 4.048663 0.0000000 1.0941176 0.4000000
#> [15,] 1.2406015 0.7571429 5.951066 3.0442308 2.5617803 1.5809191
#> [16,] 4.1606215 1.5259740 7.067856 0.5263158 1.9717492 1.4489543
#> [17,] 1.6526894 1.4545455 4.117467 0.7692308 0.3571429 0.0000000
#> [18,] 2.3821429 0.3571429 5.139378 1.2500000 1.7763158 0.3571429
#> [19,] 2.7884615 0.6250000 5.594559 1.3047235 2.3047235 0.7142857
#> [20,] 3.2336085 0.9821429 5.694193 1.9297235 3.7906935 1.2116883
#> [21,] 7.4803577 3.0526894 14.511547 3.3823551 4.7766226 0.7571429
#> [22,] 20.5272265 11.8318445 56.146359 8.5991665 10.6517724 7.0896478
#> [23,] 2.1513158 1.3571429 2.561090 2.2500000 0.0000000 0.0000000
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 0.9475806 0.6250000 0.3571429 1.5809191 0.5263158 0.7692308 1.0918114
#> [2,] 0.3225806 0.6250000 0.7692308 0.9475806 0.0000000 1.4000000 0.3225806
#> [3,] 0.5263158 1.3191176 0.8834586 3.6679859 0.5263158 2.3205466 0.6797235
#> [4,] 0.3225806 0.0000000 1.1263736 0.3571429 0.0000000 1.4795455 0.3225806
#> [5,] 1.0795455 1.2500000 0.7692308 1.0795455 0.6250000 0.0000000 0.0000000
#> [6,] 0.7771261 0.0000000 0.4545455 0.4545455 0.0000000 0.6250000 0.6250000
#> [7,] 0.3225806 1.2941176 1.2406015 4.1606215 1.6526894 2.3821429 2.7884615
#> [8,] 1.0795455 0.0000000 0.7571429 1.5259740 1.4545455 0.3571429 0.6250000
#> [9,] 2.3829873 4.0486631 5.9510660 7.0678563 4.1174667 5.1393777 5.5945587
#> [10,] 0.0000000 0.0000000 3.0442308 0.5263158 0.7692308 1.2500000 1.3047235
#> [11,] 0.4545455 1.0941176 2.5617803 1.9717492 0.3571429 1.7763158 2.3047235
#> [12,] 0.4545455 0.4000000 1.5809191 1.4489543 0.0000000 0.3571429 0.7142857
#> [13,] 8.4600024 1.3942308 0.4545455 1.0795455 0.4545455 0.7692308 0.0000000
#> [14,] 1.3942308 8.0678939 0.0000000 0.2941176 0.0000000 2.3942308 0.0000000
#> [15,] 0.4545455 0.0000000 11.2779891 0.3571429 0.4000000 0.0000000 0.9821429
#> [16,] 1.0795455 0.2941176 0.3571429 17.8537875 0.0000000 1.8956044 0.0000000
#> [17,] 0.4545455 0.0000000 0.4000000 0.0000000 6.9662430 0.0000000 0.7692308
#> [18,] 0.7692308 2.3942308 0.0000000 1.8956044 0.0000000 13.9131632 0.6250000
#> [19,] 0.0000000 0.0000000 0.9821429 0.0000000 0.7692308 0.6250000 9.0080202
#> [20,] 0.4545455 0.8000000 1.7938312 1.3380041 0.0000000 0.5263158 0.3571429
#> [21,] 1.2955466 1.9441176 3.2643777 2.8731229 0.4000000 0.8834586 1.3047235
#> [22,] 5.3874500 5.1928939 8.4439810 8.3825417 4.3482360 8.3554708 5.8445587
#> [23,] 0.5263158 0.0000000 0.6250000 0.8834586 1.0000000 0.6250000 0.0000000
#> [,20] [,21] [,22] [,23]
#> [1,] 0.8116883 1.1342690 7.521719 0.0000000
#> [2,] 0.3225806 2.6252122 4.762185 0.0000000
#> [3,] 1.9071770 3.9898764 15.836981 0.5263158
#> [4,] 0.3571429 1.4489543 7.270311 0.0000000
#> [5,] 0.0000000 1.3942308 4.997470 0.0000000
#> [6,] 1.6783217 0.6250000 6.414364 0.0000000
#> [7,] 3.2336085 7.4803577 20.527227 2.1513158
#> [8,] 0.9821429 3.0526894 11.831844 1.3571429
#> [9,] 5.6941932 14.5115469 56.146359 2.5610902
#> [10,] 1.9297235 3.3823551 8.599166 2.2500000
#> [11,] 3.7906935 4.7766226 10.651772 0.0000000
#> [12,] 1.2116883 0.7571429 7.089648 0.0000000
#> [13,] 0.4545455 1.2955466 5.387450 0.5263158
#> [14,] 0.8000000 1.9441176 5.192894 0.0000000
#> [15,] 1.7938312 3.2643777 8.443981 0.6250000
#> [16,] 1.3380041 2.8731229 8.382542 0.8834586
#> [17,] 0.0000000 0.4000000 4.348236 1.0000000
#> [18,] 0.5263158 0.8834586 8.355471 0.6250000
#> [19,] 0.3571429 1.3047235 5.844559 0.0000000
#> [20,] 15.1724321 2.9977444 9.008971 0.0000000
#> [21,] 2.9977444 39.7104335 16.840494 0.5263158
#> [22,] 9.0089706 16.8404942 161.292108 6.2847744
#> [23,] 0.0000000 0.5263158 6.284774 8.4360902
#>
#> [[6]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 12.8054228 1.1692308 0.7571429 1.4795455 0.7692308 0.7692308
#> [2,] 1.1692308 14.3574496 1.0000000 0.3571429 1.6797235 0.4545455
#> [3,] 0.7571429 1.0000000 23.7533854 1.6955466 2.2855847 0.3571429
#> [4,] 1.4795455 0.3571429 1.6955466 11.5842500 0.8834586 1.0795455
#> [5,] 0.7692308 1.6797235 2.2855847 0.8834586 10.5537698 0.3571429
#> [6,] 0.7692308 0.4545455 0.3571429 1.0795455 0.3571429 8.3311031
#> [7,] 1.4797235 2.4906015 3.6585507 2.5072349 0.3571429 0.4545455
#> [8,] 0.0000000 1.2500000 2.2955466 0.7692308 0.0000000 0.0000000
#> [9,] 4.8727305 6.0882189 11.1622002 4.5989261 4.0082232 4.0234108
#> [10,] 0.3225806 0.0000000 1.5263158 1.2955466 0.9263158 0.0000000
#> [11,] 0.0000000 0.3571429 1.8956044 0.0000000 0.9821429 0.8834586
#> [12,] 0.0000000 1.2762605 1.3571429 0.0000000 0.0000000 0.5263158
#> [13,] 1.0000000 0.9191176 1.9205466 1.6250000 0.0000000 0.6250000
#> [14,] 0.0000000 0.7771261 0.0000000 0.6250000 0.3225806 1.0795455
#> [15,] 2.0000000 1.1263736 0.0000000 0.7692308 0.0000000 0.0000000
#> [16,] 1.3571429 1.0000000 2.1342690 0.4545455 0.3225806 0.9090909
#> [17,] 0.7692308 0.0000000 0.5263158 0.0000000 0.0000000 0.7692308
#> [18,] 0.4000000 1.8021261 1.4489543 0.0000000 1.2701613 0.4545455
#> [19,] 0.6250000 0.6166983 0.0000000 1.0795455 0.3225806 0.4545455
#> [20,] 0.7692308 2.6704913 0.9808612 1.0000000 1.0795455 1.4545455
#> [21,] 0.7225806 2.2584034 5.9093031 1.0000000 0.9475806 0.0000000
#> [22,] 7.4977305 8.0882189 12.5130008 6.5073269 4.3903082 4.4970950
#> [23,] 0.7571429 0.3571429 1.1142857 0.4000000 1.2500000 1.0000000
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 1.4797235 0.0000000 4.872730 0.3225806 0.0000000 0.0000000
#> [2,] 2.4906015 1.2500000 6.088219 0.0000000 0.3571429 1.2762605
#> [3,] 3.6585507 2.2955466 11.162200 1.5263158 1.8956044 1.3571429
#> [4,] 2.5072349 0.7692308 4.598926 1.2955466 0.0000000 0.0000000
#> [5,] 0.3571429 0.0000000 4.008223 0.9263158 0.9821429 0.0000000
#> [6,] 0.4545455 0.0000000 4.023411 0.0000000 0.8834586 0.5263158
#> [7,] 33.6159944 3.3810735 16.969647 4.4022181 3.0810393 0.8834586
#> [8,] 3.3810735 24.1368427 9.437450 1.9930070 1.3225806 0.7692308
#> [9,] 16.9696473 9.4374500 103.648475 6.7214489 7.9986217 8.2565815
#> [10,] 4.4022181 1.9930070 6.721449 17.5939185 0.6250000 1.6955466
#> [11,] 3.0810393 1.3225806 7.998622 0.6250000 22.1210913 0.0000000
#> [12,] 0.8834586 0.7692308 8.256581 1.6955466 0.0000000 13.4200430
#> [13,] 0.5263158 1.3942308 2.169118 0.0000000 0.0000000 0.2941176
#> [14,] 2.9026894 0.7692308 5.172730 1.3942308 1.6526894 0.0000000
#> [15,] 2.0271261 1.1771261 3.766412 1.7045455 1.6618664 0.0000000
#> [16,] 3.3751499 3.5692308 7.619733 0.0000000 0.3571429 0.0000000
#> [17,] 0.6250000 0.6250000 2.176316 0.4000000 0.6250000 0.4000000
#> [18,] 1.7821429 1.7942308 7.328828 0.0000000 1.3392857 0.3571429
#> [19,] 1.5340909 0.4545455 4.425789 0.8545455 0.0000000 1.3191176
#> [20,] 2.4647773 1.1513158 7.195675 0.0000000 0.3571429 0.9191176
#> [21,] 8.3159497 2.7418114 15.749565 2.7225806 2.4310971 3.2025763
#> [22,] 22.7986867 10.7329965 52.216289 9.6612262 8.4793909 6.6315815
#> [23,] 1.6406015 0.4000000 2.397744 0.5263158 1.3942308 1.2406015
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 1.0000000 0.0000000 2.0000000 1.3571429 0.7692308 0.4000000 0.6250000
#> [2,] 0.9191176 0.7771261 1.1263736 1.0000000 0.0000000 1.8021261 0.6166983
#> [3,] 1.9205466 0.0000000 0.0000000 2.1342690 0.5263158 1.4489543 0.0000000
#> [4,] 1.6250000 0.6250000 0.7692308 0.4545455 0.0000000 0.0000000 1.0795455
#> [5,] 0.0000000 0.3225806 0.0000000 0.3225806 0.0000000 1.2701613 0.3225806
#> [6,] 0.6250000 1.0795455 0.0000000 0.9090909 0.7692308 0.4545455 0.4545455
#> [7,] 0.5263158 2.9026894 2.0271261 3.3751499 0.6250000 1.7821429 1.5340909
#> [8,] 1.3942308 0.7692308 1.1771261 3.5692308 0.6250000 1.7942308 0.4545455
#> [9,] 2.1691176 5.1727305 3.7664118 7.6197335 2.1763158 7.3288276 4.4257892
#> [10,] 0.0000000 1.3942308 1.7045455 0.0000000 0.4000000 0.0000000 0.8545455
#> [11,] 0.0000000 1.6526894 1.6618664 0.3571429 0.6250000 1.3392857 0.0000000
#> [12,] 0.2941176 0.0000000 0.0000000 0.0000000 0.4000000 0.3571429 1.3191176
#> [13,] 10.3973565 0.6250000 0.0000000 0.0000000 0.0000000 0.7692308 1.0633484
#> [14,] 0.6250000 8.0067386 1.2500000 1.5384615 0.6250000 1.1342690 0.9475806
#> [15,] 0.0000000 1.2500000 13.0933349 1.7571429 0.0000000 0.3571429 1.0795455
#> [16,] 0.0000000 1.5384615 1.7571429 21.0043489 0.0000000 2.2489543 1.0795455
#> [17,] 0.0000000 0.6250000 0.0000000 0.0000000 8.3397773 0.0000000 0.4000000
#> [18,] 0.7692308 1.1342690 0.3571429 2.2489543 0.0000000 12.8865199 0.9475806
#> [19,] 1.0633484 0.9475806 1.0795455 1.0795455 0.4000000 0.9475806 7.9834815
#> [20,] 1.9191176 0.0000000 0.3571429 0.4545455 0.0000000 1.0250000 0.2941176
#> [21,] 3.0704334 0.0000000 1.4368664 2.8489543 1.0250000 2.0739543 2.0883484
#> [22,] 4.3781257 5.8432771 9.2183349 13.6966566 2.8013158 6.5595969 5.1950200
#> [23,] 0.0000000 0.0000000 0.4000000 0.7571429 0.0000000 0.9821429 0.0000000
#> [,20] [,21] [,22] [,23]
#> [1,] 0.7692308 0.7225806 7.497730 0.7571429
#> [2,] 2.6704913 2.2584034 8.088219 0.3571429
#> [3,] 0.9808612 5.9093031 12.513001 1.1142857
#> [4,] 1.0000000 1.0000000 6.507327 0.4000000
#> [5,] 1.0795455 0.9475806 4.390308 1.2500000
#> [6,] 1.4545455 0.0000000 4.497095 1.0000000
#> [7,] 2.4647773 8.3159497 22.798687 1.6406015
#> [8,] 1.1513158 2.7418114 10.732997 0.4000000
#> [9,] 7.1956753 15.7495653 52.216289 2.3977444
#> [10,] 0.0000000 2.7225806 9.661226 0.5263158
#> [11,] 0.3571429 2.4310971 8.479391 1.3942308
#> [12,] 0.9191176 3.2025763 6.631581 1.2406015
#> [13,] 1.9191176 3.0704334 4.378126 0.0000000
#> [14,] 0.0000000 0.0000000 5.843277 0.0000000
#> [15,] 0.3571429 1.4368664 9.218335 0.4000000
#> [16,] 0.4545455 2.8489543 13.696657 0.7571429
#> [17,] 0.0000000 1.0250000 2.801316 0.0000000
#> [18,] 1.0250000 2.0739543 6.559597 0.9821429
#> [19,] 0.2941176 2.0883484 5.195020 0.0000000
#> [20,] 16.0489142 5.9731229 9.589906 1.6250000
#> [21,] 5.9731229 40.4105885 20.531034 1.3821429
#> [22,] 9.5899061 20.5310338 161.025591 5.9432909
#> [23,] 1.6250000 1.3821429 5.943291 6.7125217
#>
#> [[7]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 10.8582621 1.0918114 1.5809191 0.0000000 0.3571429 0.0000000
#> [2,] 1.0918114 11.7987069 0.8116883 2.4219202 0.8488964 1.1225806
#> [3,] 1.5809191 0.8116883 20.9981282 1.2955466 1.3821429 1.2237762
#> [4,] 0.0000000 2.4219202 1.2955466 11.6913632 0.8488964 0.3225806
#> [5,] 0.3571429 0.8488964 1.3821429 0.8488964 10.8620786 0.6451613
#> [6,] 0.0000000 1.1225806 1.2237762 0.3225806 0.6451613 7.4644841
#> [7,] 3.1534997 1.9725806 2.7322349 1.0526316 1.1571429 1.0250000
#> [8,] 2.4860422 2.3547024 3.3310111 2.1444430 1.2060393 0.7225806
#> [9,] 4.9928775 7.7146988 11.2839673 5.3765859 3.1844470 3.6760225
#> [10,] 1.7513736 1.8404745 1.7808612 3.1705466 0.0000000 0.6250000
#> [11,] 2.4219202 1.4023041 2.0616883 0.3571429 1.0368664 0.7225806
#> [12,] 1.1263736 0.7225806 1.6237762 0.0000000 1.0797235 0.3225806
#> [13,] 1.4021261 1.0451613 1.7942308 1.0918114 1.4023041 1.6701613
#> [14,] 0.0000000 0.2941176 1.6500000 0.3225806 0.3225806 0.3225806
#> [15,] 0.7692308 1.0451613 0.8545455 0.0000000 0.3225806 0.7225806
#> [16,] 1.5463569 1.3047235 4.4796375 0.8834586 1.5513158 0.0000000
#> [17,] 0.7771261 0.6451613 0.8545455 0.0000000 0.0000000 0.6250000
#> [18,] 2.1072349 0.7225806 0.9263158 1.0000000 0.0000000 1.0250000
#> [19,] 0.4545455 0.7225806 1.3636364 0.6250000 0.0000000 2.7295455
#> [20,] 1.7500920 0.3571429 2.0354645 0.0000000 0.0000000 0.0000000
#> [21,] 2.7151880 4.1183420 4.3150100 4.1265859 1.9286199 1.4997067
#> [22,] 7.3992540 8.9646988 13.9019743 6.1458166 6.3357628 3.8202533
#> [23,] 0.0000000 0.0000000 1.0250000 0.6250000 0.0000000 0.0000000
#> [,7] [,8] [,9] [,10] [,11] [,12]
#> [1,] 3.153500 2.4860422 4.992877 1.7513736 2.4219202 1.1263736
#> [2,] 1.972581 2.3547024 7.714699 1.8404745 1.4023041 0.7225806
#> [3,] 2.732235 3.3310111 11.283967 1.7808612 2.0616883 1.6237762
#> [4,] 1.052632 2.1444430 5.376586 3.1705466 0.3571429 0.0000000
#> [5,] 1.157143 1.2060393 3.184447 0.0000000 1.0368664 1.0797235
#> [6,] 1.025000 0.7225806 3.676023 0.6250000 0.7225806 0.3225806
#> [7,] 39.196203 5.1707588 13.299948 2.5455466 5.8687825 1.2237762
#> [8,] 5.170759 20.9500037 9.637757 3.9647562 1.2116883 0.3571429
#> [9,] 13.299948 9.6377568 104.472868 7.2477094 7.7225431 7.6460243
#> [10,] 2.545547 3.9647562 7.247709 15.3509483 0.7771261 0.3571429
#> [11,] 5.868783 1.2116883 7.722543 0.7771261 21.4963285 0.6797235
#> [12,] 1.223776 0.3571429 7.646024 0.3571429 0.6797235 12.9537166
#> [13,] 2.027126 2.7965349 4.598661 0.0000000 1.0797235 1.0797235
#> [14,] 0.000000 0.6166983 5.035929 0.6941176 0.6250000 0.7692308
#> [15,] 1.250000 1.6237762 5.874857 0.9475806 1.4997067 0.3225806
#> [16,] 3.926528 2.0726727 8.503226 2.1500920 2.9438653 1.6526894
#> [17,] 2.098896 1.4738964 3.534481 0.7225806 0.3225806 0.0000000
#> [18,] 1.380861 0.5263158 7.803051 0.8488964 1.3752122 0.7692308
#> [19,] 1.025000 0.4545455 4.093360 1.5725806 0.7771261 0.3571429
#> [20,] 3.216093 2.9482360 7.740786 0.0000000 1.2955466 0.3571429
#> [21,] 6.840082 3.7311962 17.601913 2.0762605 2.5881821 1.3940092
#> [22,] 22.448733 11.2627568 60.365074 7.7740252 9.0180897 7.6460243
#> [23,] 1.151316 0.0000000 4.945547 0.4000000 1.1513158 0.0000000
#> [,13] [,14] [,15] [,16] [,17] [,18] [,19]
#> [1,] 1.4021261 0.0000000 0.7692308 1.5463569 0.7771261 2.1072349 0.4545455
#> [2,] 1.0451613 0.2941176 1.0451613 1.3047235 0.6451613 0.7225806 0.7225806
#> [3,] 1.7942308 1.6500000 0.8545455 4.4796375 0.8545455 0.9263158 1.3636364
#> [4,] 1.0918114 0.3225806 0.0000000 0.8834586 0.0000000 1.0000000 0.6250000
#> [5,] 1.4023041 0.3225806 0.3225806 1.5513158 0.0000000 0.0000000 0.0000000
#> [6,] 1.6701613 0.3225806 0.7225806 0.0000000 0.6250000 1.0250000 2.7295455
#> [7,] 2.0271261 0.0000000 1.2500000 3.9265280 2.0988964 1.3808612 1.0250000
#> [8,] 2.7965349 0.6166983 1.6237762 2.0726727 1.4738964 0.5263158 0.4545455
#> [9,] 4.5986610 5.0359291 5.8748566 8.5032263 3.5344812 7.8030515 4.0933599
#> [10,] 0.0000000 0.6941176 0.9475806 2.1500920 0.7225806 0.8488964 1.5725806
#> [11,] 1.0797235 0.6250000 1.4997067 2.9438653 0.3225806 1.3752122 0.7771261
#> [12,] 1.0797235 0.7692308 0.3225806 1.6526894 0.0000000 0.7692308 0.3571429
#> [13,] 7.6178918 0.9475806 0.7225806 0.3225806 0.3225806 1.0795455 0.0000000
#> [14,] 0.9475806 9.1993906 0.0000000 0.0000000 0.4000000 0.0000000 0.0000000
#> [15,] 0.7225806 0.0000000 11.9133181 1.5340909 0.6797235 1.8489543 0.7771261
#> [16,] 0.3225806 0.0000000 1.5340909 17.0340968 1.3034419 1.2955466 1.2662338
#> [17,] 0.3225806 0.4000000 0.6797235 1.3034419 5.6857970 0.6797235 1.4021261
#> [18,] 1.0795455 0.0000000 1.8489543 1.2955466 0.6797235 14.0191446 0.7225806
#> [19,] 0.0000000 0.0000000 0.7771261 1.2662338 1.4021261 0.7225806 8.3433599
#> [20,] 0.0000000 0.0000000 2.1634615 1.4366883 0.9808612 1.2955466 0.8116883
#> [21,] 2.1794302 3.0359291 2.1047235 3.4427276 2.0605847 2.6214627 1.6662338
#> [22,] 6.9928918 3.9493906 8.8940874 12.4764045 4.4357970 8.7043673 4.0933599
#> [23,] 0.0000000 1.6500000 0.6250000 0.0000000 0.4000000 0.0000000 0.0000000
#> [,20] [,21] [,22] [,23]
#> [1,] 1.7500920 2.715188 7.399254 0.000000
#> [2,] 0.3571429 4.118342 8.964699 0.000000
#> [3,] 2.0354645 4.315010 13.901974 1.025000
#> [4,] 0.0000000 4.126586 6.145817 0.625000
#> [5,] 0.0000000 1.928620 6.335763 0.000000
#> [6,] 0.0000000 1.499707 3.820253 0.000000
#> [7,] 3.2160931 6.840082 22.448733 1.151316
#> [8,] 2.9482360 3.731196 11.262757 0.000000
#> [9,] 7.7407855 17.601913 60.365074 4.945547
#> [10,] 0.0000000 2.076261 7.774025 0.400000
#> [11,] 1.2955466 2.588182 9.018090 1.151316
#> [12,] 0.3571429 1.394009 7.646024 0.000000
#> [13,] 0.0000000 2.179430 6.992892 0.000000
#> [14,] 0.0000000 3.035929 3.949391 1.650000
#> [15,] 2.1634615 2.104724 8.894087 0.625000
#> [16,] 1.4366883 3.442728 12.476404 0.000000
#> [17,] 0.9808612 2.060585 4.435797 0.400000
#> [18,] 1.2955466 2.621463 8.704367 0.000000
#> [19,] 0.8116883 1.666234 4.093360 0.000000
#> [20,] 17.2311701 2.320147 9.870846 0.000000
#> [21,] 2.3201470 34.801398 20.515467 2.275000
#> [22,] 9.8708463 20.515467 160.967899 2.176316
#> [23,] 0.0000000 2.275000 2.176316 8.820547
#>
# }