perform the SIMLR clustering algorithm for large scale datasets
SIMLR_Large_Scale(X, c, k = 10, kk = 100, if.impute = FALSE, normalize = FALSE)an (m x n) data matrix of gene expression measurements of individual cells or and object of class SCESet
number of clusters to be estimated over X
tuning parameter
number of principal components to be assessed in the PCA
should I traspose the input data?
should I normalize the input data?
clusters the cells based on SIMLR Large Scale and their similarities
list of 8 elements describing the clusters obtained by SIMLR, of which y are the resulting clusters: y = results of k-means clusterings, S0 = similarities computed by SIMLR, F = results from the large scale iterative procedure, ydata = data referring the the results by k-means, alphaK = clustering coefficients, val = distances from the k-nearest neighbour search, ind = indeces from the k-nearest neighbour search, execution.time = execution time of the present run
data(ZeiselAmit)
resized = ZeiselAmit$in_X[, 1:340]
# \donttest{
SIMLR_Large_Scale(X = resized, c = ZeiselAmit$n_clust, k = 5, kk = 5)
#> Performing fast PCA.
#> Performing k-nearest neighbour search.
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#> $y
#> K-means clustering with 2 clusters of sizes 148, 192
#>
#> Cluster means:
#> [,1] [,2]
#> 1 -0.1607140 -0.6444697
#> 2 -0.3949536 0.3750541
#>
#> Clustering vector:
#> [1] 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 1 2 1 2 2 2 1 1 2 2 1 2 1 1 2 1
#> [38] 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2
#> [75] 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 1 1 1 2 1 1 1 2 2 2 1 1 2 1 2 1
#> [112] 1 2 2 1 1 1 2 2 2 2 2 2 1 1 2 1 1 1 1 2 1 2 2 1 1 1 2 1 1 1 2 1 1 1 1 2 1
#> [149] 2 2 2 2 1 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
#> [186] 2 2 2 1 1 1 1 1 1 2 2 2 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1
#> [223] 1 1 1 1 2 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1
#> [260] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 2 2 2 2 2
#> [297] 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
#> [334] 2 2 2 2 2 2 2
#>
#> Within cluster sum of squares by cluster:
#> [1] 0.2649359 3.9525935
#> (between_SS / total_SS = 95.6 %)
#>
#> Available components:
#>
#> [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
#> [6] "betweenss" "size" "iter" "ifault"
#>
#> $S0
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.2503369 1.297382e-01 1.503150e-01 1.287966e-01 6.136740e-02
#> [2,] 0.2620222 1.721309e-01 1.676423e-01 1.153622e-01 1.678442e-01
#> [3,] 0.2979959 2.835260e-01 2.048027e-01 1.067806e-01 2.298121e-05
#> [4,] 0.2322680 1.725924e-01 8.706322e-02 8.085322e-02 1.380903e-01
#> [5,] 0.3845726 3.245161e-01 2.088906e-01 8.189030e-02 2.413248e-05
#> [6,] 0.2503071 2.038919e-01 1.504179e-01 1.602272e-01 1.039138e-01
#> [7,] 0.3655451 2.075137e-01 2.320414e-01 1.947548e-01 2.146518e-05
#> [8,] 0.3869035 2.173250e-01 2.710873e-01 3.154159e-05 2.504179e-05
#> [9,] 0.2450028 1.485055e-01 1.295105e-01 1.495748e-01 1.372091e-01
#> [10,] 0.2243009 1.839980e-01 1.993552e-01 1.243092e-01 8.032217e-02
#> [11,] 0.2713445 2.516058e-01 2.151014e-01 2.787615e-05 9.157147e-03
#> [12,] 0.2549779 2.376841e-01 1.785676e-01 1.325813e-01 6.716267e-02
#> [13,] 0.3410544 1.631892e-01 2.471418e-05 8.122609e-02 1.651238e-01
#> [14,] 0.3477351 2.753640e-01 2.254798e-01 4.360081e-03 4.324520e-02
#> [15,] 0.2915121 2.770421e-01 1.449465e-01 1.036742e-01 2.356169e-05
#> [16,] 0.2549628 2.285737e-01 1.325666e-01 1.638276e-01 1.083976e-01
#> [17,] 0.2249859 8.158428e-02 1.431844e-01 1.617561e-01 3.018866e-05
#> [18,] 0.2377370 2.124012e-01 1.758681e-01 1.427667e-01 1.167925e-01
#> [19,] 0.2448981 2.192408e-01 3.647343e-02 1.499763e-01 3.318093e-05
#> [20,] 0.3087993 2.785649e-01 2.327064e-01 1.133156e-01 2.436783e-05
#> [21,] 0.2976951 2.749843e-05 2.345044e-01 8.989330e-02 2.772590e-02
#> [22,] 0.2801100 2.389404e-01 5.905773e-02 2.398068e-01 9.956397e-03
#> [23,] 0.3142191 2.371276e-01 2.859028e-02 1.374333e-01 7.878297e-05
#> [24,] 0.2807621 2.494827e-01 2.413619e-01 1.811529e-01 2.756016e-05
#> [25,] 0.2679596 2.189382e-01 2.229677e-01 3.038801e-02 1.563357e-02
#> [26,] 0.2834239 2.464588e-01 2.361343e-01 2.988519e-04 2.905168e-05
#> [27,] 0.2894846 1.999115e-01 1.144666e-01 1.415229e-01 1.339528e-01
#> [28,] 0.2792938 2.448494e-01 2.437908e-01 4.475688e-02 2.898124e-05
#> [29,] 0.3891294 3.083906e-01 2.299515e-01 6.263149e-03 6.611204e-02
#> [30,] 0.2050481 1.994509e-01 1.420597e-01 1.316481e-01 1.110371e-01
#> [31,] 0.2560582 1.796480e-01 1.649228e-01 1.232654e-01 1.697889e-01
#> [32,] 0.2691415 2.260981e-01 2.067693e-01 1.792922e-01 3.379588e-02
#> [33,] 0.3663068 2.831083e-01 2.478883e-01 1.025739e-01 2.912792e-05
#> [34,] 0.2333015 1.977988e-01 1.806960e-01 1.781877e-01 5.846631e-02
#> [35,] 0.2421811 2.157158e-01 1.985557e-01 1.568121e-01 1.026247e-01
#> [36,] 0.3072425 3.095678e-03 1.653634e-01 2.080130e-01 1.199698e-01
#> [37,] 0.2398409 1.898846e-01 1.437541e-01 5.501469e-02 9.631750e-02
#> [38,] 0.3349081 3.036290e-01 2.331054e-01 9.938798e-03 1.771618e-03
#> [39,] 0.3495471 2.556916e-01 2.194687e-01 4.474324e-03 1.706768e-01
#> [40,] 0.2643888 2.386890e-01 1.872972e-01 7.979143e-02 1.428484e-01
#> [41,] 0.3643406 9.127411e-02 2.702695e-05 2.381240e-01 8.179081e-02
#> [42,] 0.3986015 2.700517e-01 9.587727e-02 2.172851e-01 1.806910e-02
#> [43,] 0.2610578 2.120364e-01 1.335908e-01 1.075530e-01 1.528712e-01
#> [44,] 0.2571852 2.006781e-01 8.313765e-02 7.114555e-02 6.484369e-02
#> [45,] 0.3846962 1.223052e-01 2.139063e-01 2.692440e-05 7.532934e-02
#> [46,] 0.3235790 2.994602e-01 2.251659e-01 2.529490e-05 8.125182e-02
#> [47,] 0.2167174 1.609888e-01 1.481018e-01 1.414476e-01 1.079752e-01
#> [48,] 0.3387305 1.576774e-01 1.889636e-01 1.223413e-01 2.549040e-05
#> [49,] 0.3285483 6.082249e-03 5.199670e-04 2.339120e-01 1.454643e-03
#> [50,] 0.2170924 2.036508e-01 8.415614e-02 1.083502e-01 1.125528e-01
#> [51,] 0.3014958 1.734163e-01 2.018560e-01 1.558124e-01 8.123375e-02
#> [52,] 0.2628017 1.996359e-01 1.545420e-01 2.620661e-05 1.077589e-01
#> [53,] 0.2481381 2.154583e-01 1.604333e-01 1.561897e-01 3.756647e-02
#> [54,] 0.2578260 1.667395e-01 1.657637e-01 6.667297e-04 1.210164e-01
#> [55,] 0.2484877 1.663364e-01 1.451926e-01 1.955073e-01 9.504692e-02
#> [56,] 0.2501650 2.195977e-01 1.998947e-01 1.009679e-03 6.010955e-02
#> [57,] 0.2754195 8.197897e-02 1.864480e-01 1.515699e-02 3.012229e-05
#> [58,] 0.3279263 2.742082e-01 8.869718e-03 1.449561e-01 1.272561e-01
#> [59,] 0.3429739 3.256801e-01 7.825287e-02 2.101804e-01 1.455617e-02
#> [60,] 0.2638543 1.305230e-01 2.076111e-01 1.549867e-01 1.546080e-01
#> [61,] 0.3033488 1.903445e-01 8.336851e-02 1.266851e-01 1.193735e-03
#> [62,] 0.3384839 1.895100e-01 1.858998e-01 4.329155e-03 1.847422e-01
#> [63,] 0.3318504 2.352679e-01 1.716051e-01 1.589764e-01 2.951631e-05
#> [64,] 0.3039351 2.502172e-01 1.729403e-01 1.706033e-01 9.779663e-02
#> [65,] 0.3514557 2.917245e-01 3.179065e-01 2.973491e-02 8.225544e-03
#> [66,] 0.2777009 1.065007e-01 1.633791e-01 1.822728e-01 1.242601e-01
#> [67,] 0.3560984 2.815090e-01 1.958141e-01 1.504325e-01 3.341894e-03
#> [68,] 0.2905323 1.780852e-01 1.407659e-01 1.630651e-01 1.595845e-01
#> [69,] 0.2708825 1.646417e-01 1.168285e-03 1.890282e-03 1.967304e-01
#> [70,] 0.3305296 2.969806e-01 2.410911e-01 2.044927e-02 2.848352e-05
#> [71,] 0.3426085 2.296042e-01 2.267924e-01 4.682602e-03 2.097908e-04
#> [72,] 0.2734622 2.320686e-01 1.827191e-01 1.865617e-01 5.922476e-02
#> [73,] 0.3131869 2.770435e-01 2.047345e-03 2.098913e-01 2.922370e-05
#> [74,] 0.3029422 2.859365e-01 2.090864e-01 1.426970e-01 5.920155e-02
#> [75,] 0.3837594 3.005617e-01 2.161274e-01 9.941056e-02 2.633490e-05
#> [76,] 0.3124894 2.954837e-01 1.396155e-01 1.824107e-01 6.986201e-02
#> [77,] 0.2535543 2.174110e-01 1.714028e-01 1.329555e-01 1.570568e-01
#> [78,] 0.3182109 2.436218e-01 2.056409e-01 1.647057e-01 1.128124e-04
#> [79,] 0.3413104 2.447279e-01 2.830726e-02 1.300789e-01 1.351436e-01
#> [80,] 0.2306526 2.037130e-01 1.845084e-01 1.532358e-01 2.988674e-05
#> [81,] 0.2864710 2.414792e-01 7.756588e-02 1.323639e-02 3.185571e-04
#> [82,] 0.3118684 2.217885e-01 1.508083e-02 8.603902e-02 1.563367e-01
#> [83,] 0.3761950 3.164638e-01 2.867563e-01 5.419732e-03 1.269469e-03
#> [84,] 0.2617929 2.128929e-01 1.770030e-01 1.128190e-01 4.360929e-02
#> [85,] 0.2291776 1.740638e-01 2.042319e-01 8.004807e-02 1.194571e-01
#> [86,] 0.3098720 2.568916e-01 1.955503e-01 1.659912e-02 3.979116e-03
#> [87,] 0.3991957 2.251481e-01 2.378246e-02 3.175668e-03 2.454541e-01
#> [88,] 0.2868777 1.660083e-03 1.903042e-01 4.615815e-02 2.220426e-01
#> [89,] 0.2709639 2.598409e-01 2.045986e-01 8.632292e-02 8.194124e-02
#> [90,] 0.2634090 6.630650e-04 1.985739e-01 1.556593e-01 1.323329e-01
#> [91,] 0.2387304 2.331332e-01 1.893537e-01 1.967799e-01 2.700047e-05
#> [92,] 0.2714954 2.603723e-01 1.714733e-01 8.482501e-02 1.819220e-01
#> [93,] 0.2787976 2.530978e-01 2.124324e-01 1.019746e-01 2.454787e-04
#> [94,] 0.2758764 2.561377e-01 1.666303e-01 8.699477e-02 6.764674e-02
#> [95,] 0.2794039 2.424389e-01 9.900456e-02 1.898302e-01 1.891812e-01
#> [96,] 0.2203810 1.704247e-01 1.677754e-01 1.407360e-01 1.427600e-01
#> [97,] 0.2488954 2.100123e-01 1.712744e-01 1.590359e-01 1.283396e-01
#> [98,] 0.2837088 2.390438e-01 1.530079e-01 1.158888e-01 3.745465e-02
#> [99,] 0.2944263 2.650691e-01 1.997900e-01 1.362930e-04 1.271868e-01
#> [100,] 0.3887940 1.157335e-01 2.310687e-05 2.697643e-01 1.360501e-01
#> [101,] 0.2922650 2.420708e-01 1.775461e-01 2.099154e-05 1.220815e-01
#> [102,] 0.3699828 2.417044e-01 2.414603e-01 1.451090e-03 5.638815e-04
#> [103,] 0.2345981 2.089408e-01 1.136538e-01 1.128082e-01 7.605649e-02
#> [104,] 0.2097956 1.604189e-01 1.468072e-01 1.493237e-01 3.428349e-02
#> [105,] 0.2376046 6.972813e-02 1.682588e-01 1.435936e-01 1.387840e-01
#> [106,] 0.2928965 2.523657e-01 4.195749e-02 1.936215e-01 5.843457e-02
#> [107,] 0.2659978 2.090801e-01 1.861820e-01 1.156419e-01 1.450396e-02
#> [108,] 0.4130923 3.179637e-01 2.497876e-01 1.443522e-02 3.156501e-05
#> [109,] 0.3515927 3.369290e-01 2.620975e-05 8.708943e-02 1.148850e-01
#> [110,] 0.1953173 1.389252e-01 1.289455e-01 1.300082e-01 1.259716e-01
#> [111,] 0.3818609 2.574245e-01 2.566165e-01 7.427222e-02 2.751060e-05
#> [112,] 0.2942540 2.260332e-01 1.398827e-01 1.518503e-01 9.729394e-02
#> [113,] 0.2140532 1.887174e-01 1.212653e-01 1.196737e-01 9.813409e-02
#> [114,] 0.2114034 1.759678e-01 1.640651e-01 1.279563e-01 7.345108e-02
#> [115,] 0.2636669 2.116729e-01 1.791549e-01 8.074145e-04 7.052186e-02
#> [116,] 0.2623076 1.991171e-01 1.722091e-01 2.152347e-02 1.378681e-01
#> [117,] 0.3103407 2.899482e-01 1.429294e-01 7.524869e-02 1.098142e-01
#> [118,] 0.2166636 2.110177e-01 1.102164e-01 1.255676e-01 1.022423e-01
#> [119,] 0.1961878 1.672312e-01 1.227879e-01 9.234317e-02 8.954259e-02
#> [120,] 0.2368103 2.124690e-01 1.418399e-01 1.440223e-01 7.345170e-02
#> [121,] 0.3268630 3.110225e-01 1.635582e-01 1.589863e-01 6.804516e-05
#> [122,] 0.3390161 3.231756e-01 2.438874e-01 9.106546e-02 3.593841e-04
#> [123,] 0.2681691 2.417800e-01 7.843283e-02 1.863674e-01 1.183233e-01
#> [124,] 0.3058123 2.911487e-01 1.628042e-01 1.294042e-01 2.161478e-05
#> [125,] 0.3407759 2.647894e-01 2.827443e-01 4.117383e-02 6.742369e-02
#> [126,] 0.2719706 1.732535e-01 2.250154e-01 3.220661e-05 2.609745e-05
#> [127,] 0.3652798 3.018083e-01 2.884868e-01 4.428329e-02 2.628277e-05
#> [128,] 0.3108471 1.956956e-01 1.684436e-01 3.744621e-02 8.749002e-02
#> [129,] 0.3058267 2.542193e-01 1.218936e-01 1.514555e-01 1.340802e-01
#> [130,] 0.3329243 3.072627e-01 2.457025e-01 7.778378e-02 3.624488e-02
#> [131,] 0.2576194 2.286628e-01 2.012271e-01 1.969733e-04 1.191151e-01
#> [132,] 0.2938679 2.333897e-01 9.335193e-02 1.363452e-01 1.614528e-01
#> [133,] 0.2578343 2.108791e-01 9.857461e-02 3.970937e-02 1.537594e-01
#> [134,] 0.2425560 2.071203e-01 1.820841e-01 1.761841e-01 1.612013e-01
#> [135,] 0.2549167 2.154765e-01 1.177919e-01 3.276147e-05 1.511073e-01
#> [136,] 0.2888260 2.171345e-01 1.689017e-01 1.165147e-01 6.949309e-02
#> [137,] 0.3579578 1.028093e-01 9.168153e-02 2.126387e-02 1.115647e-01
#> [138,] 0.2206131 1.331800e-01 7.335522e-02 8.003482e-02 1.363280e-01
#> [139,] 0.3318065 3.061460e-01 1.561446e-01 1.402502e-01 6.553788e-02
#> [140,] 0.2957523 2.832978e-01 1.810332e-01 1.999842e-05 7.012040e-02
#> [141,] 0.2994633 2.492691e-01 1.687625e-01 1.619343e-01 3.741592e-02
#> [142,] 0.2355219 1.935714e-01 8.109022e-02 7.740390e-02 1.189363e-01
#> [143,] 0.3057012 1.996155e-01 2.297147e-01 2.091431e-01 5.568229e-02
#> [144,] 0.2783449 1.983250e-01 2.371752e-01 2.846964e-02 9.789417e-02
#> [145,] 0.3216002 2.234695e-01 2.723454e-05 3.000000e-05 1.654292e-01
#> [146,] 0.2928951 2.522523e-01 2.121562e-01 1.577288e-01 3.720539e-02
#> [147,] 0.3983003 3.127517e-05 3.120305e-01 2.615108e-05 2.167236e-05
#> [148,] 0.2896778 2.660509e-01 1.675864e-01 2.915057e-03 1.653070e-01
#> [149,] 0.2893515 2.133561e-01 1.772878e-01 1.897116e-01 2.677133e-05
#> [150,] 0.2415187 2.280771e-01 1.857900e-01 1.495941e-01 7.817666e-02
#> [151,] 0.2620634 1.886846e-01 1.196593e-01 8.065006e-02 4.488240e-02
#> [152,] 0.2638573 1.443263e-01 1.538687e-01 5.424245e-02 4.901242e-02
#> [153,] 0.3072615 2.384818e-01 2.203610e-01 5.545266e-03 1.186965e-01
#> [154,] 0.2635984 2.333643e-01 1.311836e-01 7.391909e-02 4.016690e-02
#> [155,] 0.2748520 1.815947e-01 1.328665e-01 2.905592e-05 1.391863e-01
#> [156,] 0.2545961 2.302549e-01 1.386770e-01 1.077045e-01 2.872716e-05
#> [157,] 0.2451170 1.832481e-01 1.439255e-01 1.515848e-01 1.478770e-01
#> [158,] 0.2976707 2.375738e-01 1.378144e-01 1.204561e-01 2.805674e-05
#> [159,] 0.2703476 2.511226e-01 1.817392e-01 1.639615e-01 5.317036e-02
#> [160,] 0.2592257 2.118873e-01 2.156431e-01 1.404010e-01 2.928830e-05
#> [161,] 0.3920380 2.244066e-01 2.340060e-01 1.978586e-02 1.296456e-01
#> [162,] 0.3702052 3.348812e-01 1.975976e-01 9.717947e-02 2.958327e-05
#> [163,] 0.4155525 3.802287e-01 1.128944e-01 4.706875e-02 2.076465e-05
#> [164,] 0.3149214 1.814191e-01 2.023513e-01 7.109357e-02 1.416070e-02
#> [165,] 0.3646750 1.920695e-01 2.672017e-05 1.836218e-01 1.584651e-01
#> [166,] 0.2776266 2.327656e-01 1.857556e-01 1.832523e-01 1.204664e-01
#> [167,] 0.2466124 1.705281e-01 7.529663e-02 1.197511e-01 1.392227e-01
#> [168,] 0.2620462 1.538596e-01 1.724726e-01 1.818271e-01 1.018201e-01
#> [169,] 0.2444231 2.265499e-01 1.981975e-01 1.508905e-01 9.776319e-02
#> [170,] 0.3472500 2.348025e-01 1.410402e-01 1.465801e-01 2.370984e-05
#> [171,] 0.4004040 3.216862e-01 9.770155e-02 2.614700e-05 1.913906e-05
#> [172,] 0.2458549 1.572466e-01 1.399257e-01 1.369874e-01 6.785068e-02
#> [173,] 0.4460985 2.647824e-01 4.356957e-02 1.571919e-02 2.297074e-01
#> [174,] 0.4621648 2.864847e-01 9.341924e-02 2.679281e-02 8.143402e-02
#> [175,] 0.3410646 2.623468e-01 1.979369e-01 1.985127e-01 1.856657e-05
#> [176,] 0.2584778 2.406047e-01 1.911623e-01 1.572860e-01 1.522366e-01
#> [177,] 0.3961469 3.360906e-01 2.675963e-01 2.880426e-05 1.974813e-05
#> [178,] 0.2334452 1.898627e-01 1.260556e-01 1.143095e-01 1.499981e-01
#> [179,] 0.2419111 1.970503e-01 1.563970e-01 4.723128e-02 8.675778e-02
#> [180,] 0.2245475 1.783219e-01 1.572321e-01 1.273072e-01 9.021152e-02
#> [181,] 0.3463744 2.038235e-01 2.268428e-01 2.916129e-05 1.743386e-01
#> [182,] 0.2719873 2.426301e-01 1.154452e-01 7.359692e-02 1.374334e-01
#> [183,] 0.2697678 2.505427e-01 1.111521e-01 6.676353e-02 9.977521e-02
#> [184,] 0.2747058 1.916059e-01 1.839626e-01 1.814485e-01 3.725106e-05
#> [185,] 0.2419905 1.356047e-01 1.659062e-01 1.360614e-01 1.320020e-01
#> [186,] 0.2196570 1.693866e-01 1.197677e-01 1.118634e-01 3.818076e-04
#> [187,] 0.2824259 2.290538e-01 1.599901e-01 1.400217e-01 9.270699e-02
#> [188,] 0.3877540 3.262078e-01 2.098882e-01 5.743341e-02 2.515504e-05
#> [189,] 0.3262802 2.580595e-01 4.012494e-03 1.985509e-01 1.742647e-02
#> [190,] 0.3673099 3.038388e-01 2.196318e-01 1.090684e-01 2.833842e-05
#> [191,] 0.3019935 2.076965e-01 1.406657e-01 8.826494e-02 1.259274e-01
#> [192,] 0.2717209 1.043102e-01 6.967390e-02 9.565528e-02 1.011499e-01
#> [193,] 0.2650449 2.236512e-01 1.819449e-01 1.962650e-01 7.366512e-02
#> [194,] 0.2475469 1.716243e-01 1.819516e-01 8.128013e-02 4.068053e-02
#> [195,] 0.3056785 3.019119e-01 1.242648e-01 1.472108e-01 1.159391e-01
#> [196,] 0.2901960 1.983247e-01 1.928878e-01 2.003045e-01 1.181604e-01
#> [197,] 0.3110993 3.073327e-01 1.886632e-01 1.369990e-01 2.452236e-04
#> [198,] 0.4479580 2.851963e-05 2.312877e-05 2.658357e-05 3.137320e-05
#> [199,] 0.2915224 1.776291e-01 6.955880e-02 6.896581e-02 1.723884e-01
#> [200,] 0.3761418 1.454029e-01 1.825778e-01 1.495564e-01 1.374841e-01
#> [201,] 0.2997105 2.591796e-01 9.927360e-02 8.662270e-02 1.908165e-05
#> [202,] 0.2530612 2.158962e-01 1.246355e-01 1.730833e-03 1.492164e-01
#> [203,] 0.2880196 1.923839e-01 9.739782e-02 2.816240e-05 1.960711e-01
#> [204,] 0.3796995 2.385824e-01 1.933719e-01 1.227956e-01 6.542279e-02
#> [205,] 0.2945567 2.892224e-01 2.283389e-01 7.910745e-02 2.822422e-05
#> [206,] 0.3271992 2.586908e-01 1.833592e-01 1.134070e-01 2.519223e-05
#> [207,] 0.3264521 2.495952e-01 2.259136e-01 9.988461e-02 2.447297e-05
#> [208,] 0.3021576 2.574929e-01 2.420605e-01 7.885606e-02 7.244437e-02
#> [209,] 0.3346236 2.101184e-01 2.494565e-01 1.056744e-01 7.969667e-02
#> [210,] 0.3400594 2.884519e-01 1.430991e-01 6.949984e-02 1.049097e-01
#> [211,] 0.3747052 3.019377e-01 2.643463e-05 2.692726e-05 2.815356e-05
#> [212,] 0.3452321 2.756322e-01 4.967031e-02 1.358763e-01 2.961170e-05
#> [213,] 0.3355868 1.924606e-01 2.045922e-01 1.526175e-01 2.679889e-05
#> [214,] 0.2729842 1.404422e-01 1.593073e-01 3.633227e-02 2.890165e-05
#> [215,] 0.3383288 2.399432e-01 2.401977e-01 3.239886e-02 4.562910e-03
#> [216,] 0.2863304 2.258523e-01 6.360341e-02 1.157592e-01 1.140197e-01
#> [217,] 0.2683479 2.194479e-01 1.778603e-01 1.157637e-01 7.702232e-02
#> [218,] 0.3433845 3.128171e-01 1.477582e-03 3.102269e-03 1.877014e-03
#> [219,] 0.4325317 2.462029e-01 2.906121e-01 2.250563e-05 2.442994e-05
#> [220,] 0.3128320 1.883271e-01 7.501127e-02 8.902605e-02 5.986283e-02
#> [221,] 0.3545417 2.817734e-01 1.988334e-01 1.239907e-01 2.215441e-05
#> [222,] 0.2740183 2.503915e-01 1.704766e-03 1.269206e-01 5.082366e-02
#> [223,] 0.2674657 2.050936e-01 2.053938e-01 1.752092e-01 1.323073e-01
#> [224,] 0.3205638 2.437071e-01 9.675774e-02 1.762570e-05 9.097097e-03
#> [225,] 0.3392790 2.408930e-01 2.242354e-01 1.954383e-01 2.773339e-05
#> [226,] 0.2691154 1.792662e-01 1.837464e-01 1.336561e-01 6.876045e-02
#> [227,] 0.3232353 2.860703e-01 2.164768e-02 1.304123e-03 1.532426e-01
#> [228,] 0.2384583 1.536684e-01 1.479707e-01 1.137226e-01 1.027927e-01
#> [229,] 0.2244488 1.975092e-01 1.588536e-01 1.668642e-01 1.206394e-01
#> [230,] 0.3571841 2.438322e-01 1.655399e-01 6.027494e-02 8.921698e-02
#> [231,] 0.2844013 2.570182e-01 2.579359e-01 9.157469e-03 2.821699e-05
#> [232,] 0.3088587 1.739507e-01 1.169675e-01 5.358619e-02 1.135648e-01
#> [233,] 0.4112973 1.761337e-01 6.022029e-02 6.066368e-02 2.594169e-05
#> [234,] 0.2483034 2.018882e-01 1.917963e-01 1.517299e-01 1.042266e-01
#> [235,] 0.4075323 2.656137e-01 2.602444e-05 2.302121e-05 2.139674e-01
#> [236,] 0.2985445 1.350941e-01 1.776346e-01 8.223288e-02 2.649507e-05
#> [237,] 0.2359096 1.036437e-01 1.727438e-01 1.280047e-01 1.051905e-01
#> [238,] 0.2724383 2.174078e-01 1.958519e-01 3.389034e-02 1.847333e-01
#> [239,] 0.2998457 1.993074e-01 2.448151e-01 2.707626e-05 2.869788e-05
#> [240,] 0.2823436 2.417009e-01 1.900870e-01 1.231657e-01 1.156689e-01
#> [241,] 0.3001745 2.429744e-01 2.505217e-05 3.247483e-02 2.058492e-01
#> [242,] 0.3094361 2.005191e-01 2.415638e-05 1.664279e-01 2.433225e-05
#> [243,] 0.3532403 2.166704e-01 1.659994e-01 1.608413e-01 2.775257e-05
#> [244,] 0.2899104 1.956134e-01 1.747590e-01 1.550023e-01 2.032365e-02
#> [245,] 0.3110238 2.445888e-01 1.919945e-01 2.328101e-05 2.354385e-05
#> [246,] 0.3429380 2.827216e-01 2.185013e-01 1.556956e-01 2.870533e-05
#> [247,] 0.2769992 2.107815e-01 2.105645e-01 1.872373e-01 6.064907e-02
#> [248,] 0.3425946 2.553765e-01 2.292419e-01 1.668333e-01 5.826452e-03
#> [249,] 0.2508501 2.047058e-01 2.087564e-01 1.781114e-01 1.182139e-02
#> [250,] 0.3949619 2.153287e-01 1.380587e-01 2.615852e-05 1.642225e-01
#> [251,] 0.2772790 2.864260e-05 1.776701e-01 8.341589e-02 1.563691e-01
#> [252,] 0.3433926 2.831768e-01 2.068227e-01 1.055021e-01 2.640066e-05
#> [253,] 0.2850151 2.725606e-01 1.474865e-01 1.148319e-01 2.926285e-05
#> [254,] 0.2867674 2.338294e-01 1.364115e-01 1.506514e-01 6.119373e-02
#> [255,] 0.2469512 2.195681e-01 2.033257e-01 1.038695e-01 1.745051e-02
#> [256,] 0.2903049 2.369326e-01 2.169259e-01 1.162336e-01 1.318373e-01
#> [257,] 0.2783590 1.816913e-01 1.584352e-01 1.983394e-01 1.105402e-01
#> [258,] 0.4151154 9.406927e-02 2.500438e-05 4.717574e-02 2.429885e-02
#> [259,] 0.3010076 2.648565e-01 2.480691e-01 7.646194e-02 4.916113e-02
#> [260,] 0.3298463 2.046030e-01 1.685184e-01 1.374480e-01 2.652741e-05
#> [261,] 0.2953543 2.155385e-01 1.538622e-02 1.498622e-01 5.975859e-02
#> [262,] 0.2573001 2.246203e-01 9.934843e-02 1.522977e-01 8.043126e-02
#> [263,] 0.3171304 2.599303e-01 2.270313e-01 4.403673e-02 2.400057e-05
#> [264,] 0.2696458 2.275522e-01 1.734937e-01 1.829727e-01 2.936475e-05
#> [265,] 0.2588340 2.008026e-01 1.622762e-01 2.602353e-05 1.505742e-01
#> [266,] 0.2954833 2.444127e-01 2.193904e-01 7.091096e-02 1.119242e-01
#> [267,] 0.2379149 1.752689e-01 1.990318e-01 1.460313e-01 9.988003e-02
#> [268,] 0.2799550 2.455106e-01 1.462324e-01 1.116640e-01 5.665277e-02
#> [269,] 0.2788274 2.357840e-01 2.167554e-01 2.092275e-01 2.717058e-04
#> [270,] 0.2824399 9.124966e-04 1.881153e-01 3.058985e-05 1.925804e-01
#> [271,] 0.2839798 2.445797e-01 1.479823e-02 1.288980e-01 2.617504e-05
#> [272,] 0.2897950 2.328773e-01 2.138723e-01 2.777025e-05 5.229718e-02
#> [273,] 0.2781760 2.387358e-01 2.205914e-01 4.588416e-04 1.390008e-01
#> [274,] 0.3638503 2.227324e-01 2.051323e-01 2.081417e-01 3.005499e-05
#> [275,] 0.3528999 9.480882e-02 2.439827e-01 1.783859e-05 2.444696e-05
#> [276,] 0.2478832 1.486086e-01 1.958891e-01 1.428808e-01 6.971700e-02
#> [277,] 0.2928965 2.567456e-01 2.418258e-01 6.729045e-02 8.501750e-02
#> [278,] 0.2382231 1.616368e-01 1.458836e-01 7.538812e-02 1.174389e-01
#> [279,] 0.3766284 2.179113e-01 1.969946e-01 1.460076e-01 6.232833e-02
#> [280,] 0.3228184 2.543099e-01 2.077753e-01 6.978109e-02 9.382947e-02
#> [281,] 0.2827295 2.110382e-01 1.860616e-01 9.917069e-02 8.726099e-02
#> [282,] 0.3730502 2.962581e-01 2.253727e-01 2.631052e-05 9.985646e-02
#> [283,] 0.2777855 1.416695e-01 3.720486e-02 6.786004e-02 4.483835e-02
#> [284,] 0.3134120 2.930194e-01 2.073259e-01 1.294790e-01 4.291759e-02
#> [285,] 0.2895861 1.178400e-01 8.591452e-02 1.816809e-01 1.618569e-01
#> [286,] 0.3033316 2.181647e-01 1.159783e-01 3.199556e-02 2.782244e-02
#> [287,] 0.2648512 1.995419e-01 1.861153e-01 1.834963e-01 2.132924e-05
#> [288,] 0.2703573 4.160803e-03 1.976188e-01 1.929405e-01 1.836842e-01
#> [289,] 0.2989145 2.935802e-01 2.091526e-01 1.651919e-01 3.379345e-04
#> [290,] 0.2745642 2.119716e-01 1.078897e-01 1.822247e-01 3.196728e-05
#> [291,] 0.2846072 2.373177e-01 5.644249e-04 1.943846e-01 7.229213e-04
#> [292,] 0.2832259 2.372831e-01 1.778037e-01 1.722854e-01 4.097212e-02
#> [293,] 0.2386969 1.469242e-01 1.645447e-01 1.413456e-01 1.460817e-01
#> [294,] 0.3235905 2.649777e-01 1.352691e-01 3.162904e-02 6.411964e-02
#> [295,] 0.3198502 1.842088e-01 2.653516e-01 2.298648e-05 2.699943e-05
#> [296,] 0.4056816 2.872649e-01 1.870435e-01 2.870490e-05 2.414725e-05
#> [297,] 0.2864528 1.292376e-01 3.495622e-02 2.453984e-02 1.660919e-01
#> [298,] 0.4045586 3.503443e-01 1.129196e-01 5.598688e-02 6.104752e-02
#> [299,] 0.3325829 2.707178e-01 2.397642e-01 1.515426e-01 2.769805e-05
#> [300,] 0.3429974 2.706265e-01 1.419347e-01 2.442795e-01 2.565258e-05
#> [301,] 0.3056423 2.175326e-01 2.048184e-01 1.386489e-01 1.232191e-04
#> [302,] 0.2854644 1.800423e-01 1.875126e-01 1.537454e-01 1.299817e-01
#> [303,] 0.3195702 2.650716e-01 2.375089e-01 2.473056e-05 2.180147e-05
#> [304,] 0.3362614 1.745487e-01 2.719934e-05 2.006198e-01 1.801990e-01
#> [305,] 0.4158960 3.572828e-01 1.881032e-01 1.973673e-02 1.886147e-02
#> [306,] 0.2503446 1.516649e-01 1.817289e-01 1.389182e-01 3.301599e-05
#> [307,] 0.2513011 1.569271e-01 1.916254e-01 1.454111e-01 1.657869e-01
#> [308,] 0.2502497 2.446038e-01 1.870198e-01 1.436044e-01 1.857557e-04
#> [309,] 0.3209541 3.081238e-01 9.746191e-04 1.892350e-01 1.805796e-01
#> [310,] 0.2697493 2.064421e-01 1.895302e-01 2.696028e-02 1.416672e-02
#> [311,] 0.3034709 1.471969e-01 7.545811e-02 7.918048e-02 9.247522e-02
#> [312,] 0.3258797 2.640147e-01 1.453115e-01 1.995941e-01 2.148960e-02
#> [313,] 0.3804595 3.703417e-01 2.796090e-05 7.832132e-02 1.132942e-02
#> [314,] 0.3477468 2.740405e-01 2.073723e-01 1.310855e-01 2.467872e-05
#> [315,] 0.3588692 3.094935e-05 1.050074e-01 1.057432e-01 1.892905e-01
#> [316,] 0.2918899 2.098287e-01 1.986964e-01 1.926600e-01 1.733759e-05
#> [317,] 0.2090584 1.171340e-01 1.337887e-01 1.045190e-01 1.303228e-01
#> [318,] 0.3743161 3.127693e-01 2.574399e-01 2.607172e-02 2.928941e-02
#> [319,] 0.3437080 2.675896e-01 2.528460e-05 2.792852e-05 2.691619e-05
#> [320,] 0.3421449 2.302395e-01 1.235074e-01 1.538226e-01 1.143525e-01
#> [321,] 0.3921823 3.820645e-01 1.006174e-01 8.377473e-02 2.858974e-05
#> [322,] 0.3353570 2.232931e-01 9.320330e-02 1.778242e-01 1.701858e-01
#> [323,] 0.2351646 1.725720e-01 1.555197e-01 1.725187e-01 1.390779e-01
#> [324,] 0.3028424 2.900121e-01 2.291361e-01 1.473597e-01 2.678049e-05
#> [325,] 0.3208733 2.967546e-01 2.749303e-01 2.232873e-05 1.556169e-02
#> [326,] 0.2943952 2.604774e-01 2.062862e-01 6.672721e-02 4.497382e-02
#> [327,] 0.3685545 2.924358e-01 6.016942e-02 2.122793e-01 6.643784e-02
#> [328,] 0.3164505 2.045460e-01 5.471084e-02 1.494580e-01 5.699011e-02
#> [329,] 0.3061120 1.951715e-01 2.081602e-01 2.908458e-05 1.080481e-01
#> [330,] 0.4121438 1.482263e-01 1.276713e-01 1.169092e-01 1.027264e-01
#> [331,] 0.3828849 3.286707e-01 7.641397e-02 2.691525e-05 1.210593e-01
#> [332,] 0.3073379 2.734201e-01 2.065146e-01 1.421668e-01 2.585307e-05
#> [333,] 0.3765053 2.596296e-01 2.147914e-01 3.294393e-02 6.998343e-02
#> [334,] 0.3193309 2.265126e-01 1.970760e-01 1.387353e-01 1.182105e-01
#> [335,] 0.3408468 2.145619e-01 1.348449e-02 2.421667e-01 7.899918e-03
#> [336,] 0.3106195 1.796719e-01 2.473122e-01 1.381324e-01 2.594554e-02
#> [337,] 0.3247028 1.372812e-01 1.000304e-01 2.907962e-05 1.185321e-01
#> [338,] 0.2880943 2.120986e-01 1.320323e-01 1.305614e-01 1.600144e-01
#> [339,] 0.2719468 1.457304e-01 1.746387e-01 1.147864e-01 1.660563e-01
#> [340,] 0.3485494 1.675098e-01 2.501365e-01 1.044601e-01 6.617043e-02
#> [,6] [,7] [,8] [,9] [,10]
#> [1,] 6.922673e-02 2.826757e-05 1.062599e-01 1.039025e-01 2.846931e-05
#> [2,] 3.761007e-03 1.850799e-05 5.352296e-02 5.767566e-02 2.005664e-05
#> [3,] 7.979284e-02 1.094361e-02 2.453893e-05 1.608076e-02 3.014186e-05
#> [4,] 1.163167e-01 6.992829e-02 1.028311e-01 2.985777e-05 2.688794e-05
#> [5,] 2.224514e-05 1.268531e-05 3.056254e-05 2.165594e-05 1.904370e-05
#> [6,] 1.052967e-02 1.135216e-01 2.963956e-05 7.130649e-03 3.063612e-05
#> [7,] 2.380112e-05 1.152470e-05 3.217611e-05 2.586852e-05 3.016951e-05
#> [8,] 1.165476e-01 7.989498e-03 3.161101e-05 2.990599e-05 2.900268e-05
#> [9,] 8.819817e-05 6.035592e-02 8.698958e-03 4.700652e-02 7.404774e-02
#> [10,] 3.435530e-02 7.478402e-02 5.643721e-02 2.210743e-02 3.062959e-05
#> [11,] 1.547588e-01 2.691706e-05 3.214530e-05 2.264842e-02 7.529697e-02
#> [12,] 6.376704e-02 6.518798e-02 2.230455e-05 2.382221e-05 2.532450e-05
#> [13,] 2.747041e-05 2.319056e-05 2.492811e-01 2.703701e-05 2.311047e-05
#> [14,] 1.037163e-01 3.165679e-05 2.019962e-05 2.525221e-05 2.242896e-05
#> [15,] 5.296283e-02 1.297598e-01 2.530177e-05 2.452928e-05 2.903940e-05
#> [16,] 1.115607e-01 2.807069e-05 2.893413e-05 3.001249e-05 2.413492e-05
#> [17,] 1.338899e-01 5.870524e-02 1.407009e-01 5.513383e-02 2.921136e-05
#> [18,] 9.084539e-02 2.798496e-05 3.090268e-05 2.350160e-02 2.862368e-05
#> [19,] 1.274746e-01 1.229873e-01 3.896026e-02 5.993123e-02 2.482647e-05
#> [20,] 2.689059e-05 2.747695e-03 2.861382e-05 2.876996e-05 6.375740e-02
#> [21,] 1.546131e-01 1.840180e-01 2.919930e-05 1.146886e-02 2.474380e-05
#> [22,] 7.144675e-02 1.463812e-05 1.006168e-01 1.889829e-05 3.165609e-05
#> [23,] 1.331090e-01 5.116557e-04 1.115972e-02 2.152597e-04 1.375553e-01
#> [24,] 4.711336e-02 2.322836e-05 2.777318e-05 2.703697e-05 2.145988e-05
#> [25,] 1.077333e-01 2.613614e-05 4.977145e-02 3.975710e-02 4.682493e-02
#> [26,] 1.045799e-01 2.565475e-05 2.948601e-05 1.289920e-01 2.806743e-05
#> [27,] 5.015871e-02 7.038127e-02 2.830197e-05 2.934542e-05 6.388097e-05
#> [28,] 2.034558e-05 5.608313e-02 1.178511e-01 2.344774e-05 1.330208e-02
#> [29,] 3.097046e-05 4.013050e-05 2.769087e-05 2.687147e-05 2.765073e-05
#> [30,] 9.494672e-02 4.458125e-02 3.558491e-02 2.584857e-05 3.561734e-02
#> [31,] 1.062120e-01 3.050401e-05 2.557375e-05 2.609468e-05 2.266818e-05
#> [32,] 8.932776e-05 2.496102e-02 5.979555e-02 2.854408e-05 2.871987e-05
#> [33,] 2.038533e-05 1.768654e-05 1.369438e-05 1.729028e-05 2.451627e-05
#> [34,] 8.470738e-02 2.939260e-05 2.977375e-05 6.675434e-02 2.875138e-05
#> [35,] 3.829626e-02 4.572925e-02 2.768754e-05 2.819607e-05 2.927771e-05
#> [36,] 7.960315e-02 3.029960e-05 1.166287e-01 2.525314e-05 2.824221e-05
#> [37,] 2.969593e-05 1.002844e-01 1.043815e-01 7.047145e-02 2.109720e-05
#> [38,] 2.372848e-04 1.038136e-01 3.312963e-05 1.252202e-02 4.102664e-05
#> [39,] 2.827357e-05 2.831348e-05 2.648438e-05 3.038511e-05 2.801270e-05
#> [40,] 2.267993e-02 3.031626e-05 4.066823e-02 2.357912e-02 2.761955e-05
#> [41,] 1.302400e-01 2.929543e-05 1.457816e-02 2.654805e-05 7.956936e-02
#> [42,] 2.570037e-05 1.272870e-05 2.809507e-05 3.232245e-05 1.653705e-05
#> [43,] 2.816264e-05 8.065844e-02 2.670101e-05 2.481866e-05 5.215259e-02
#> [44,] 1.210133e-01 7.973969e-02 2.829984e-05 1.203996e-01 1.828972e-03
#> [45,] 8.380552e-02 1.428244e-05 1.198643e-01 2.233615e-05 2.955213e-05
#> [46,] 2.476045e-05 2.444571e-05 7.041707e-02 2.288944e-05 2.866645e-05
#> [47,] 1.007662e-01 4.357595e-02 3.815159e-02 2.707010e-05 4.224839e-02
#> [48,] 1.784463e-01 2.166978e-05 2.787033e-05 2.274721e-05 1.374327e-02
#> [49,] 1.259064e-01 1.044849e-01 1.213996e-01 7.766183e-02 3.012768e-05
#> [50,] 9.826786e-02 6.197169e-02 7.381950e-02 4.010960e-02 2.898481e-05
#> [51,] 2.677151e-05 5.664328e-02 2.937991e-05 2.525620e-05 2.946095e-02
#> [52,] 2.819970e-05 1.195199e-01 1.810383e-02 2.924710e-05 1.375541e-01
#> [53,] 2.807699e-05 7.866788e-02 1.034625e-01 2.446137e-05 3.122188e-05
#> [54,] 6.168641e-02 2.021999e-04 1.811393e-01 4.493027e-02 2.950600e-05
#> [55,] 2.770895e-05 5.614614e-02 6.384080e-02 2.998988e-05 2.938445e-02
#> [56,] 1.424153e-01 3.055464e-05 7.928449e-02 2.706663e-05 4.746605e-02
#> [57,] 6.079215e-02 4.904390e-04 1.543325e-01 1.600386e-01 6.531271e-02
#> [58,] 1.166940e-01 1.947590e-05 2.735854e-05 2.620635e-05 1.653275e-05
#> [59,] 2.766440e-05 2.815269e-05 2.222196e-05 2.825958e-02 1.894079e-05
#> [60,] 2.640523e-05 2.812839e-05 2.747593e-05 2.983254e-05 8.830515e-02
#> [61,] 2.064131e-01 8.823583e-02 1.362307e-04 1.151490e-04 1.591430e-04
#> [62,] 2.049908e-02 1.524603e-03 2.910205e-05 7.495505e-02 2.715761e-05
#> [63,] 5.146325e-02 1.212308e-02 3.863569e-02 2.180236e-05 2.687186e-05
#> [64,] 2.095584e-05 2.820759e-05 2.768977e-05 2.393769e-05 4.406660e-03
#> [65,] 2.818436e-05 2.949416e-05 8.372551e-04 2.929725e-05 2.860175e-05
#> [66,] 1.431470e-01 6.326576e-04 2.049627e-03 2.872356e-05 2.844538e-05
#> [67,] 3.040490e-05 1.271213e-02 2.535490e-05 1.860950e-05 1.754711e-05
#> [68,] 2.736570e-05 1.495210e-02 2.852487e-05 5.293679e-02 2.230249e-05
#> [69,] 1.365469e-01 4.638062e-02 2.738741e-03 1.788202e-01 2.004076e-04
#> [70,] 1.926908e-04 8.139722e-04 1.090298e-01 7.816280e-04 1.029146e-04
#> [71,] 2.945134e-05 2.800004e-05 2.088630e-03 6.062206e-05 1.938959e-01
#> [72,] 6.017446e-04 2.471110e-02 4.878306e-05 4.057261e-02 2.934527e-05
#> [73,] 1.976941e-01 2.574898e-05 2.711253e-05 2.437765e-05 3.047006e-05
#> [74,] 2.725027e-05 2.803267e-05 2.932853e-05 2.529621e-05 2.639206e-05
#> [75,] 3.104644e-05 2.375048e-05 2.103006e-05 1.600831e-05 2.271898e-05
#> [76,] 3.028011e-05 2.852403e-05 2.824872e-05 2.706214e-05 2.459739e-05
#> [77,] 6.750959e-02 2.879231e-05 2.489793e-05 2.642360e-05 2.981468e-05
#> [78,] 4.256260e-02 2.506553e-02 2.448823e-05 2.844430e-05 2.671515e-05
#> [79,] 1.203233e-01 2.908560e-05 3.081527e-05 2.310127e-05 2.562264e-05
#> [80,] 1.345005e-01 6.653208e-02 2.900393e-05 2.684381e-05 2.677192e-02
#> [81,] 1.515763e-01 8.981665e-02 2.916024e-05 1.394784e-01 2.856493e-05
#> [82,] 1.201461e-03 3.167424e-05 1.184279e-01 1.061982e-02 7.860574e-02
#> [83,] 2.801552e-05 2.668410e-05 1.378686e-02 2.576803e-05 2.844636e-05
#> [84,] 1.397014e-01 5.121298e-02 9.137839e-04 2.746756e-05 2.722256e-05
#> [85,] 7.403945e-02 1.188901e-01 3.041557e-05 3.075549e-05 3.085954e-05
#> [86,] 1.737001e-01 1.264055e-02 2.585746e-02 4.881053e-03 2.873104e-05
#> [87,] 9.601560e-02 7.883888e-04 2.727314e-05 3.596378e-05 6.376703e-03
#> [88,] 1.899420e-01 3.206447e-05 2.750183e-05 5.311799e-02 9.837804e-03
#> [89,] 3.062885e-04 2.945323e-05 9.594093e-02 2.853476e-05 2.722465e-05
#> [90,] 8.763606e-02 3.129353e-04 4.213818e-04 1.609628e-01 2.872963e-05
#> [91,] 8.689005e-02 4.749403e-02 2.603678e-05 2.895878e-05 7.536714e-03
#> [92,] 2.980121e-02 2.969900e-05 2.620372e-05 3.005948e-05 2.483986e-05
#> [93,] 9.204112e-02 3.609946e-04 2.282215e-03 5.874073e-02 2.708124e-05
#> [94,] 1.189897e-04 2.755194e-05 1.389881e-01 2.742345e-05 7.551992e-03
#> [95,] 2.702290e-05 2.848754e-05 2.962437e-05 2.804187e-05 2.800894e-05
#> [96,] 5.897549e-02 1.654283e-02 8.234620e-02 2.966133e-05 2.862889e-05
#> [97,] 3.008424e-05 2.830790e-05 2.924068e-05 8.232409e-02 3.068385e-05
#> [98,] 1.064931e-01 6.435460e-02 1.354200e-05 1.687858e-05 1.794440e-05
#> [99,] 1.067827e-01 2.962588e-05 5.959624e-03 2.999468e-05 5.896206e-04
#> [100,] 7.241507e-02 1.811389e-05 1.714473e-02 3.077905e-05 2.624359e-05
#> [101,] 1.158569e-01 1.348998e-05 5.008531e-02 2.934514e-05 3.050187e-05
#> [102,] 4.702353e-02 1.458081e-03 2.945375e-05 9.593797e-02 3.885055e-04
#> [103,] 1.660472e-04 3.794108e-02 9.147993e-02 5.603229e-02 6.832328e-02
#> [104,] 1.099801e-01 1.033484e-01 1.169231e-02 6.054763e-02 1.380263e-02
#> [105,] 2.315306e-03 2.905734e-04 1.308249e-01 6.783882e-02 4.076128e-02
#> [106,] 1.606299e-01 1.822824e-05 3.101783e-05 3.001562e-05 1.511751e-05
#> [107,] 9.973075e-02 2.563759e-05 1.087825e-01 2.814847e-05 2.723146e-05
#> [108,] 1.087729e-03 1.765828e-03 1.778304e-03 2.849351e-05 2.918300e-05
#> [109,] 1.961595e-05 1.093867e-01 2.949740e-05 1.521403e-05 2.672271e-05
#> [110,] 1.001398e-01 9.550196e-02 1.851144e-02 6.665093e-02 2.802800e-05
#> [111,] 2.878250e-05 2.970424e-02 3.053473e-05 1.718362e-05 1.767300e-05
#> [112,] 9.058196e-02 2.721317e-05 2.606823e-05 2.302725e-05 2.760623e-05
#> [113,] 9.226325e-02 1.229667e-01 4.287181e-02 2.756090e-05 2.702349e-05
#> [114,] 2.842554e-05 5.653475e-02 1.124146e-01 2.716864e-05 7.815134e-02
#> [115,] 2.492419e-02 1.349996e-01 2.945190e-05 1.141959e-01 2.697970e-05
#> [116,] 3.039809e-05 1.415234e-01 2.647865e-05 2.891928e-05 6.536540e-02
#> [117,] 2.823011e-05 6.029864e-02 1.133857e-02 2.755226e-05 2.581966e-05
#> [118,] 2.833109e-02 1.220966e-01 8.380725e-02 2.867261e-05 2.887909e-05
#> [119,] 8.176653e-02 6.752137e-02 4.627144e-02 8.940812e-02 4.693990e-02
#> [120,] 1.038738e-01 4.012034e-02 3.260313e-02 1.478374e-02 2.571540e-05
#> [121,] 2.297117e-03 2.917256e-05 3.174939e-05 3.711410e-02 2.985185e-05
#> [122,] 3.034550e-05 2.377714e-03 2.956015e-05 2.876361e-05 2.961743e-05
#> [123,] 1.064174e-01 2.843744e-05 2.944223e-05 2.946549e-05 4.225776e-04
#> [124,] 1.707299e-05 2.978875e-05 9.833505e-02 2.795743e-05 1.239922e-02
#> [125,] 2.250310e-03 7.596748e-04 2.622771e-05 2.679774e-05 2.989064e-05
#> [126,] 1.525667e-01 2.459181e-05 1.770486e-01 3.398748e-05 2.828340e-05
#> [127,] 2.296471e-05 2.342018e-05 2.707380e-05 2.208903e-05 2.006944e-05
#> [128,] 1.509906e-01 2.889067e-05 4.900268e-02 2.714681e-05 2.816939e-05
#> [129,] 2.815614e-05 3.241216e-02 2.782984e-05 2.668957e-05 2.980062e-05
#> [130,] 2.366512e-05 1.960206e-05 2.057930e-05 0.000000e+00 1.797293e-05
#> [131,] 2.929199e-05 2.795980e-05 1.587987e-01 3.429243e-02 3.029582e-05
#> [132,] 2.463970e-05 2.882759e-05 4.317482e-02 3.833555e-02 2.857975e-05
#> [133,] 2.491581e-05 2.984554e-05 9.807970e-03 1.704310e-01 5.894955e-02
#> [134,] 2.913860e-05 7.358753e-03 2.869308e-05 2.341182e-02 2.585160e-05
#> [135,] 2.899184e-02 8.730094e-02 6.335314e-02 1.179500e-04 8.091094e-02
#> [136,] 1.512014e-05 2.052239e-05 5.550421e-02 2.953119e-05 8.356061e-02
#> [137,] 6.753243e-02 2.558596e-05 2.400158e-03 1.079187e-01 1.368459e-01
#> [138,] 1.332099e-01 1.260460e-01 3.368054e-02 6.352529e-02 2.714027e-05
#> [139,] 2.668442e-05 2.447882e-05 2.035866e-05 2.194176e-05 2.137717e-05
#> [140,] 2.734462e-05 1.672290e-01 2.492863e-05 2.481854e-03 1.313085e-05
#> [141,] 9.318673e-03 7.377467e-02 1.764532e-05 1.204402e-05 3.177545e-05
#> [142,] 1.254204e-01 8.918633e-02 2.813638e-05 7.881401e-02 2.749500e-05
#> [143,] 2.758491e-05 3.177029e-05 2.768191e-05 2.497833e-05 3.117677e-05
#> [144,] 8.456951e-03 1.512689e-01 1.382626e-05 3.190932e-05 1.945378e-05
#> [145,] 1.830800e-01 1.838640e-02 2.486688e-05 8.792957e-02 2.299764e-05
#> [146,] 4.764705e-02 3.078389e-05 3.034354e-05 2.614448e-05 2.783328e-05
#> [147,] 6.764545e-02 1.954112e-05 1.950986e-02 4.836050e-02 1.540547e-01
#> [148,] 1.009732e-01 1.697913e-03 3.090229e-05 5.733200e-03 2.758457e-05
#> [149,] 2.562249e-05 2.533984e-05 4.000889e-02 7.025405e-03 8.318094e-02
#> [150,] 8.297687e-02 2.816374e-05 2.341521e-02 1.039380e-02 2.946646e-05
#> [151,] 1.034478e-01 2.845249e-05 9.074750e-02 6.261788e-02 4.721850e-02
#> [152,] 2.663632e-05 1.369959e-01 4.553051e-02 1.073151e-01 4.482462e-02
#> [153,] 2.929322e-05 2.992484e-05 1.053123e-02 6.074755e-05 9.900276e-02
#> [154,] 3.029227e-02 2.738413e-05 4.426970e-02 1.264734e-01 5.670496e-02
#> [155,] 6.063221e-02 3.046760e-02 1.938402e-02 1.609586e-01 2.891438e-05
#> [156,] 1.160918e-01 7.163956e-05 3.721532e-04 1.046796e-01 4.752348e-02
#> [157,] 7.392593e-02 3.039032e-05 5.423252e-02 3.023844e-05 2.851821e-05
#> [158,] 5.348595e-02 7.384433e-04 1.023769e-01 4.982715e-02 2.844674e-05
#> [159,] 6.073322e-02 2.849128e-05 2.864834e-05 1.884207e-02 2.633437e-05
#> [160,] 1.316721e-01 2.921345e-05 3.014048e-05 4.105571e-02 2.659374e-05
#> [161,] 3.004172e-05 2.371542e-05 1.929667e-05 2.336578e-05 2.157980e-05
#> [162,] 2.806446e-05 1.149002e-05 2.854658e-05 2.634643e-05 1.252995e-05
#> [163,] 2.403299e-05 1.729104e-05 7.441389e-03 1.319030e-02 2.356184e-02
#> [164,] 7.221362e-02 1.092560e-01 3.453563e-02 3.048606e-05 1.822700e-05
#> [165,] 2.572951e-05 8.211777e-02 1.894555e-02 3.015901e-05 2.259286e-05
#> [166,] 2.651254e-05 3.055490e-05 2.745446e-05 2.815360e-05 2.087069e-05
#> [167,] 4.181264e-02 8.766043e-02 1.190589e-01 2.747804e-05 2.958103e-05
#> [168,] 2.888655e-05 1.150536e-01 2.840526e-05 1.283705e-02 2.651723e-05
#> [169,] 2.983598e-05 3.195480e-05 2.880163e-05 8.207013e-02 1.508210e-05
#> [170,] 1.131491e-01 1.953895e-05 3.112128e-05 2.356290e-05 1.708029e-02
#> [171,] 8.103104e-02 1.877240e-05 2.609158e-05 8.729881e-02 1.178830e-02
#> [172,] 1.174291e-01 8.690277e-02 4.774889e-02 2.786691e-05 2.595946e-05
#> [173,] 1.942874e-05 2.075135e-05 2.552275e-05 2.432598e-05 3.297306e-05
#> [174,] 4.959245e-02 2.702111e-05 2.993476e-05 2.810330e-05 2.690123e-05
#> [175,] 2.169367e-05 3.443442e-05 1.619690e-05 3.002447e-05 1.811928e-05
#> [176,] 1.274093e-04 2.903510e-05 3.106939e-05 3.127777e-05 1.389530e-05
#> [177,] 3.703465e-05 3.013519e-05 2.228761e-05 2.145253e-05 6.699101e-06
#> [178,] 9.017239e-02 3.683126e-02 2.941282e-05 5.898600e-02 3.098560e-04
#> [179,] 2.116624e-02 1.227752e-01 2.309243e-02 1.035908e-01 2.793313e-05
#> [180,] 9.511026e-02 1.271960e-01 2.942695e-05 2.524727e-05 1.877004e-05
#> [181,] 1.843369e-05 1.695945e-05 4.774054e-02 3.131630e-05 7.842765e-04
#> [182,] 8.193171e-02 2.955874e-05 5.195170e-02 2.496536e-02 2.880267e-05
#> [183,] 9.176345e-02 5.947476e-02 2.875763e-05 5.070234e-02 2.942639e-05
#> [184,] 8.614080e-02 6.019674e-05 4.422717e-04 5.643456e-02 2.516215e-02
#> [185,] 4.254513e-02 7.475104e-02 3.176209e-02 3.934863e-02 2.823794e-05
#> [186,] 8.373965e-02 3.065121e-05 4.727682e-02 1.172108e-01 1.306855e-01
#> [187,] 7.942159e-02 1.429458e-02 2.032442e-03 2.615401e-05 2.674830e-05
#> [188,] 1.858884e-02 2.427418e-05 2.581438e-05 2.289927e-05 2.959695e-05
#> [189,] 1.955608e-01 2.879621e-05 2.455756e-05 2.935294e-05 2.694179e-05
#> [190,] 2.377626e-05 2.932754e-05 2.833888e-05 1.868070e-05 2.260493e-05
#> [191,] 2.811636e-05 2.294825e-05 6.899233e-02 6.638014e-02 2.840150e-05
#> [192,] 1.141985e-01 1.297354e-01 2.762677e-02 3.420205e-02 5.172702e-02
#> [193,] 2.065146e-02 3.629990e-02 2.425228e-03 2.526403e-05 2.702166e-05
#> [194,] 2.888836e-05 2.737148e-03 6.353814e-02 8.342629e-02 1.271861e-01
#> [195,] 2.423002e-04 4.668377e-03 2.792936e-05 2.785982e-05 2.847323e-05
#> [196,] 2.238634e-05 2.486748e-05 2.060623e-05 3.106839e-05 2.768356e-05
#> [197,] 1.041687e-02 4.514784e-02 4.395198e-05 2.616974e-05 2.564728e-05
#> [198,] 2.767569e-01 3.036318e-05 2.295703e-01 2.455916e-05 4.555032e-02
#> [199,] 8.326372e-02 5.557262e-02 4.703594e-02 3.579181e-04 3.370532e-02
#> [200,] 2.588535e-05 2.506779e-05 2.677138e-05 2.964476e-05 8.729576e-03
#> [201,] 1.671463e-05 8.185616e-03 1.254283e-01 2.147660e-05 1.215424e-01
#> [202,] 3.229048e-02 4.223849e-02 1.161730e-01 2.926654e-05 6.472858e-02
#> [203,] 1.070612e-01 1.189524e-01 2.808652e-05 2.730741e-05 3.044332e-05
#> [204,] 2.723163e-05 2.790094e-05 2.069873e-05 2.769197e-05 2.429016e-05
#> [205,] 6.937808e-02 3.928646e-02 2.728652e-05 2.818446e-05 2.631429e-05
#> [206,] 1.172086e-01 2.905872e-05 2.759669e-05 2.761863e-05 2.571507e-05
#> [207,] 2.956317e-05 8.777683e-02 1.027492e-02 2.469340e-05 2.397810e-05
#> [208,] 4.011920e-02 2.661221e-05 6.785383e-03 2.852877e-05 2.880882e-05
#> [209,] 2.581368e-05 2.898387e-05 2.731488e-05 2.032539e-02 2.285979e-05
#> [210,] 5.318065e-02 2.874938e-05 7.201070e-04 2.691278e-05 2.347155e-05
#> [211,] 2.239559e-05 1.828129e-01 2.833731e-05 1.046246e-01 3.578736e-02
#> [212,] 9.861565e-02 8.431570e-02 2.798230e-05 3.276373e-03 7.323850e-03
#> [213,] 1.146000e-01 2.824401e-05 2.959114e-05 2.861735e-05 2.963254e-05
#> [214,] 2.601382e-05 1.300915e-01 1.459087e-01 8.311077e-03 1.065678e-01
#> [215,] 1.444649e-01 2.903371e-05 2.262383e-05 2.555437e-05 2.637400e-05
#> [216,] 5.660893e-02 2.820451e-05 3.071797e-02 4.420918e-02 6.287071e-02
#> [217,] 1.891208e-02 2.825182e-05 5.006977e-02 7.252003e-02 2.764930e-05
#> [218,] 2.698925e-02 2.860323e-05 1.028288e-01 2.792672e-05 2.074670e-01
#> [219,] 3.050325e-02 2.135541e-05 2.073821e-05 3.203644e-05 2.886821e-05
#> [220,] 1.254787e-01 1.493813e-01 2.760078e-05 2.520018e-05 2.807092e-05
#> [221,] 2.279573e-05 4.075053e-02 1.957381e-05 2.380191e-05 2.193486e-05
#> [222,] 1.487709e-01 1.472733e-01 2.761012e-05 3.056166e-05 3.875472e-05
#> [223,] 2.935258e-05 6.364483e-04 7.158501e-03 1.795040e-04 6.526578e-03
#> [224,] 8.190664e-02 6.562224e-02 6.782121e-02 4.498335e-02 6.952320e-02
#> [225,] 3.165321e-05 2.838417e-05 2.813923e-05 2.025933e-05 1.816447e-05
#> [226,] 1.313131e-04 8.567278e-02 4.866266e-02 8.489546e-03 2.249911e-02
#> [227,] 4.779150e-02 1.343535e-01 2.854883e-05 3.229744e-02 2.902797e-05
#> [228,] 9.918041e-03 2.852169e-05 1.140876e-01 1.193244e-01 2.873605e-05
#> [229,] 4.274740e-02 2.744540e-05 8.885495e-02 3.130621e-05 2.366418e-05
#> [230,] 2.730529e-05 8.384081e-02 2.155658e-05 3.053975e-05 3.175316e-05
#> [231,] 9.787024e-02 2.916046e-05 9.350185e-02 2.845680e-05 2.922385e-05
#> [232,] 4.285003e-02 2.817444e-05 2.919423e-02 6.875355e-02 9.224614e-02
#> [233,] 5.621617e-02 2.973799e-05 3.027230e-05 1.647628e-05 2.353664e-01
#> [234,] 2.477564e-02 2.690655e-02 3.021904e-05 5.031467e-02 2.847010e-05
#> [235,] 2.776468e-05 9.594420e-02 1.941846e-05 1.681844e-02 2.773471e-05
#> [236,] 9.706087e-02 3.980445e-02 1.455614e-02 1.550209e-01 2.511147e-05
#> [237,] 6.195256e-03 1.513976e-01 2.629113e-05 1.852419e-02 7.836446e-02
#> [238,] 9.556920e-02 2.644295e-05 2.786427e-05 2.778493e-05 2.711209e-05
#> [239,] 2.824239e-05 2.103608e-05 1.370100e-01 2.994808e-05 1.188868e-01
#> [240,] 4.688399e-02 6.534122e-05 2.709671e-05 2.923121e-05 2.825334e-05
#> [241,] 1.757343e-01 1.455565e-05 1.859125e-05 4.270199e-02 3.270936e-05
#> [242,] 1.576676e-05 7.489244e-02 9.634839e-02 7.272921e-02 7.958260e-02
#> [243,] 2.701337e-05 1.921028e-02 8.393431e-02 2.283477e-05 2.638457e-05
#> [244,] 8.786304e-02 6.719877e-02 2.596779e-05 9.278317e-03 2.501811e-05
#> [245,] 2.478804e-05 2.326312e-05 1.427322e-01 1.095392e-01 2.670418e-05
#> [246,] 3.239695e-05 1.619601e-05 1.473187e-05 2.645720e-05 2.504019e-05
#> [247,] 5.366275e-02 2.803660e-05 2.070031e-05 3.012227e-05 2.688335e-05
#> [248,] 3.020540e-05 2.563291e-05 2.841834e-05 2.072836e-05 2.229167e-05
#> [249,] 7.657099e-02 2.914437e-05 3.029510e-05 1.388357e-05 6.911055e-02
#> [250,] 8.729117e-02 2.597033e-05 2.609782e-05 2.995682e-05 2.888641e-05
#> [251,] 1.221973e-01 2.399794e-05 1.211081e-01 6.187939e-02 2.854877e-05
#> [252,] 2.533710e-05 3.737521e-02 2.616658e-05 2.362896e-02 2.371156e-05
#> [253,] 2.326892e-02 1.567362e-01 1.617955e-05 2.757499e-05 2.769330e-05
#> [254,] 4.263294e-02 3.114503e-02 4.994058e-02 2.852770e-05 7.399477e-03
#> [255,] 9.207874e-02 8.053485e-02 3.616813e-02 2.882662e-05 2.439884e-05
#> [256,] 6.337824e-03 2.604859e-05 2.473593e-04 1.128002e-03 2.649523e-05
#> [257,] 2.746227e-05 3.425048e-02 2.701805e-05 2.863543e-05 3.830133e-02
#> [258,] 1.199283e-01 2.751053e-05 1.234240e-01 2.937013e-05 1.759066e-01
#> [259,] 6.033986e-02 2.697454e-05 2.587303e-05 2.680488e-05 2.427332e-05
#> [260,] 2.711262e-05 6.013906e-02 4.296613e-02 5.639806e-02 2.735740e-05
#> [261,] 7.536026e-02 1.301455e-01 5.853886e-02 2.834578e-05 2.727692e-05
#> [262,] 1.616644e-01 2.952351e-05 2.595659e-05 2.654467e-05 2.425577e-02
#> [263,] 1.118646e-01 2.890955e-05 3.991677e-02 1.489236e-05 2.206834e-05
#> [264,] 3.381830e-05 7.268326e-04 1.340519e-01 2.028245e-05 1.147346e-02
#> [265,] 1.196584e-01 7.482499e-02 2.639119e-05 2.640030e-05 3.295075e-02
#> [266,] 3.246549e-03 2.706401e-05 5.454808e-02 3.021243e-05 2.658649e-05
#> [267,] 3.415841e-02 1.173470e-02 2.775227e-05 9.592255e-02 2.969382e-05
#> [268,] 2.672545e-05 5.479125e-02 1.754033e-05 3.084332e-05 1.051190e-01
#> [269,] 2.959878e-05 6.730158e-04 5.837852e-02 2.575476e-05 2.699387e-05
#> [270,] 1.905564e-01 8.542814e-02 2.835449e-05 5.987761e-02 3.073635e-05
#> [271,] 1.821768e-01 1.454597e-01 2.924829e-05 2.468924e-05 2.776269e-05
#> [272,] 1.245861e-01 7.047595e-02 1.053020e-02 5.510823e-03 2.742159e-05
#> [273,] 3.602678e-05 2.989428e-05 1.228898e-01 5.342335e-05 2.814903e-05
#> [274,] 3.116283e-05 2.084763e-05 2.748513e-05 1.848774e-05 1.531356e-05
#> [275,] 1.524628e-01 5.775896e-02 8.834437e-02 7.215145e-03 2.484999e-03
#> [276,] 2.928717e-05 9.033792e-02 2.751425e-05 1.046014e-01 2.521466e-05
#> [277,] 2.790369e-05 2.704554e-05 2.724211e-05 2.870641e-05 5.611328e-02
#> [278,] 8.335069e-02 6.754552e-02 6.875296e-02 2.541665e-05 4.175491e-02
#> [279,] 2.925697e-05 2.767100e-05 2.864580e-05 2.543832e-05 1.865923e-05
#> [280,] 5.138587e-02 2.719225e-05 2.158997e-05 2.488402e-05 2.627861e-05
#> [281,] 9.304979e-02 4.060945e-02 2.460544e-05 2.687039e-05 2.828925e-05
#> [282,] 2.779343e-05 5.333037e-03 2.843650e-05 2.035444e-05 2.667447e-05
#> [283,] 1.530495e-01 1.322933e-01 2.792551e-05 2.768510e-05 1.452434e-01
#> [284,] 1.374002e-02 2.697801e-05 2.412593e-05 2.582447e-05 2.909467e-05
#> [285,] 3.869316e-02 8.210967e-02 2.928882e-05 4.226518e-02 2.428420e-05
#> [286,] 1.453795e-01 2.711803e-05 4.456829e-02 2.302252e-05 1.127094e-01
#> [287,] 2.767748e-05 3.329537e-05 3.186483e-05 1.658621e-01 1.915209e-05
#> [288,] 1.526841e-04 1.932859e-04 2.997669e-02 1.208863e-01 2.939635e-05
#> [289,] 2.741691e-05 2.922233e-05 3.271005e-02 2.761855e-05 2.856561e-05
#> [290,] 2.694459e-02 1.051948e-01 2.902508e-05 9.112154e-02 2.787871e-05
#> [291,] 2.975290e-05 9.399353e-02 5.008029e-02 1.382716e-01 2.802792e-05
#> [292,] 5.899275e-02 2.548111e-05 2.829060e-05 2.936425e-02 1.899028e-05
#> [293,] 2.513709e-04 9.307956e-05 1.620101e-01 2.776164e-05 2.455658e-05
#> [294,] 8.143606e-02 2.112982e-05 9.891716e-02 2.110993e-05 1.863819e-05
#> [295,] 2.467383e-05 1.325766e-01 2.070997e-05 2.690736e-02 7.101000e-02
#> [296,] 1.105067e-01 9.381499e-03 2.414744e-05 2.361620e-05 2.118709e-05
#> [297,] 2.608313e-05 5.718189e-02 2.887059e-05 1.417772e-01 1.597076e-01
#> [298,] 1.504089e-02 2.660527e-05 2.578959e-05 2.613749e-05 2.370554e-05
#> [299,] 5.266049e-03 2.603681e-05 2.336226e-05 2.517470e-05 2.431238e-05
#> [300,] 2.638140e-05 2.313274e-05 2.708494e-05 3.147430e-05 2.821482e-05
#> [301,] 1.331539e-01 1.198223e-05 2.124753e-05 1.727701e-05 3.004971e-05
#> [302,] 2.649078e-02 3.668392e-02 2.390175e-05 2.866237e-05 2.631627e-05
#> [303,] 3.041979e-05 2.891070e-05 1.776905e-01 2.773630e-05 2.519216e-05
#> [304,] 2.343598e-05 1.082476e-01 2.459127e-05 2.479858e-05 2.354664e-05
#> [305,] 2.447025e-05 2.912849e-05 1.457041e-05 1.961225e-05 3.198014e-05
#> [306,] 4.644858e-05 1.462698e-01 2.468114e-05 2.844665e-05 1.309409e-01
#> [307,] 5.667223e-03 7.815843e-02 2.648008e-05 5.066866e-03 2.947946e-05
#> [308,] 1.231065e-01 3.700832e-02 2.805507e-05 2.930048e-05 1.416446e-02
#> [309,] 3.318203e-05 2.422775e-05 2.572445e-05 1.951789e-05 3.016654e-05
#> [310,] 8.266473e-03 4.866574e-02 1.823161e-01 2.906135e-05 5.387405e-02
#> [311,] 1.577873e-01 7.924535e-02 5.467007e-02 1.049583e-02 1.981533e-05
#> [312,] 4.361123e-02 2.889944e-05 2.491552e-05 2.710535e-05 1.831199e-05
#> [313,] 1.452990e-01 1.727509e-05 2.581122e-05 1.415874e-02 1.929468e-05
#> [314,] 1.639567e-02 2.687733e-05 1.117738e-02 1.209556e-02 3.469670e-05
#> [315,] 2.771212e-05 5.766723e-02 2.338517e-05 1.833191e-01 2.132262e-05
#> [316,] 2.538512e-05 2.944371e-05 2.084425e-05 4.313407e-02 6.369783e-02
#> [317,] 1.138809e-01 9.763216e-02 7.580641e-02 7.130810e-05 1.778630e-02
#> [318,] 1.591244e-05 2.081218e-05 1.882052e-05 2.819843e-05 2.978481e-05
#> [319,] 1.194818e-01 2.185098e-05 1.456436e-01 2.974075e-05 1.234452e-01
#> [320,] 1.670598e-05 3.585435e-02 1.769730e-05 2.551814e-05 1.879972e-05
#> [321,] 2.718073e-05 1.536431e-05 4.124187e-02 3.009639e-05 1.790832e-05
#> [322,] 2.926666e-05 2.877881e-05 2.334775e-05 2.587735e-05 2.939608e-05
#> [323,] 2.920184e-05 1.146088e-01 2.930882e-05 1.045039e-02 2.939521e-05
#> [324,] 3.420535e-05 2.205412e-05 2.698876e-05 3.051352e-02 2.618788e-05
#> [325,] 6.188566e-02 3.014215e-03 2.690784e-02 2.229788e-05 2.779486e-05
#> [326,] 2.337431e-05 5.277269e-02 2.480880e-02 4.951282e-02 2.255836e-05
#> [327,] 2.531665e-05 2.672289e-05 2.983244e-05 2.631758e-05 1.487316e-05
#> [328,] 8.874029e-02 1.290287e-01 1.999589e-05 2.888497e-05 2.667957e-05
#> [329,] 1.234671e-02 6.757360e-02 2.423653e-05 2.001038e-05 1.025146e-01
#> [330,] 2.152141e-05 1.477062e-02 6.145543e-02 1.605186e-02 2.356450e-05
#> [331,] 9.084780e-02 1.891829e-05 2.556138e-05 2.688866e-05 2.512270e-05
#> [332,] 2.861854e-05 2.484156e-02 2.207629e-05 4.561510e-02 2.732005e-05
#> [333,] 4.606150e-02 1.785769e-05 2.356844e-05 2.318359e-05 2.023930e-05
#> [334,] 3.019031e-05 2.854559e-05 2.631655e-05 2.028533e-05 2.946990e-05
#> [335,] 2.781845e-05 1.263535e-02 4.416231e-02 2.917189e-05 1.241855e-01
#> [336,] 1.717310e-02 4.106936e-02 5.430752e-03 2.794981e-05 3.461727e-02
#> [337,] 8.305669e-02 2.669835e-05 6.303283e-02 1.732874e-01 2.091077e-05
#> [338,] 2.744083e-05 7.710487e-02 2.429991e-05 1.909523e-05 2.333400e-05
#> [339,] 1.950016e-05 3.019463e-05 1.267414e-01 1.825354e-05 3.206044e-05
#> [340,] 4.289734e-02 2.601082e-05 2.019433e-02 2.819015e-05 2.796405e-05
#>
#> $F
#> [,1] [,2]
#> [1,] -0.5258826 0.08302815
#> [2,] -0.3717907 0.43035147
#> [3,] -0.3565922 0.45815852
#> [4,] -0.3694739 0.43581954
#> [5,] -0.3546636 0.46779730
#> [6,] -0.5345728 0.06775659
#> [7,] -0.3532640 0.46590081
#> [8,] -0.4988962 0.22595811
#> [9,] -0.5210477 0.12779076
#> [10,] -0.1585649 -0.65155026
#> [11,] -0.3872186 0.38167420
#> [12,] -0.3565578 0.45927268
#> [13,] -0.3663181 0.44554489
#> [14,] -0.3629569 0.45177781
#> [15,] -0.3576391 0.45728132
#> [16,] -0.3583421 0.45578797
#> [17,] -0.3671840 0.43917585
#> [18,] -0.3681433 0.43240562
#> [19,] -0.3670892 0.43778985
#> [20,] -0.1529221 -0.66344222
#> [21,] -0.1590888 -0.65101772
#> [22,] -0.1567816 -0.65621611
#> [23,] -0.5535117 0.04920244
#> [24,] -0.1799066 -0.59971024
#> [25,] -0.3580662 0.45638001
#> [26,] -0.3627316 0.43631415
#> [27,] -0.5249194 0.08536318
#> [28,] -0.1622416 -0.64313926
#> [29,] -0.1659827 -0.55640754
#> [30,] -0.3730343 0.40723979
#> [31,] -0.3570003 0.45818955
#> [32,] -0.1951048 -0.55863207
#> [33,] -0.3497183 0.47749000
#> [34,] -0.1618807 -0.64309334
#> [35,] -0.1721003 -0.61882734
#> [36,] -0.3556353 0.44982963
#> [37,] -0.1677905 -0.62950993
#> [38,] -0.1824607 -0.58808854
#> [39,] -0.3584479 0.44112597
#> [40,] -0.5281540 0.07581565
#> [41,] -0.3675789 0.44237882
#> [42,] -0.3548115 0.46680302
#> [43,] -0.3586471 0.45485321
#> [44,] -0.5365511 0.06903298
#> [45,] -0.3529022 0.46744158
#> [46,] -0.3724625 0.43922615
#> [47,] -0.3729362 0.42642830
#> [48,] -0.3590452 0.45517417
#> [49,] -0.4154936 0.29700564
#> [50,] -0.3767519 0.41695728
#> [51,] -0.3561218 0.46717051
#> [52,] -0.1492189 -0.66406548
#> [53,] -0.1557256 -0.65673771
#> [54,] -0.3641427 0.43700845
#> [55,] -0.5230745 0.11989859
#> [56,] -0.5145996 0.14284555
#> [57,] -0.5259902 0.11419518
#> [58,] -0.3768833 0.42376895
#> [59,] -0.3558263 0.46074012
#> [60,] -0.3907069 0.37849424
#> [61,] -0.5289951 0.09332134
#> [62,] -0.3210685 -0.40403054
#> [63,] -0.3635520 0.44241883
#> [64,] -0.3813967 0.41364710
#> [65,] -0.5351350 0.09856311
#> [66,] -0.5083881 0.16809499
#> [67,] -0.3568217 0.45248630
#> [68,] -0.3602751 0.45423890
#> [69,] -0.3634685 0.43210184
#> [70,] -0.5369277 0.10120800
#> [71,] -0.5260743 0.14777527
#> [72,] -0.1798691 -0.60084787
#> [73,] -0.5268187 0.12394678
#> [74,] -0.3588862 0.44678485
#> [75,] -0.3498437 0.47636793
#> [76,] -0.3588617 0.44705794
#> [77,] -0.5254318 0.11174138
#> [78,] -0.3570275 0.45532166
#> [79,] -0.3739108 0.42761292
#> [80,] -0.1456448 -0.66448437
#> [81,] -0.3583853 0.45637701
#> [82,] -0.5600275 0.04243207
#> [83,] -0.5384194 0.06345397
#> [84,] -0.2116381 -0.56502870
#> [85,] -0.1602432 -0.64686017
#> [86,] -0.5230791 0.11315508
#> [87,] -0.5351567 -0.13963448
#> [88,] -0.5335625 0.11083104
#> [89,] -0.5273236 0.08246081
#> [90,] -0.5232353 0.11627562
#> [91,] -0.3743992 0.40652485
#> [92,] -0.5262565 0.08309053
#> [93,] -0.5282044 0.07791169
#> [94,] -0.3918546 0.36528435
#> [95,] -0.3615960 0.44334326
#> [96,] -0.1629615 -0.63970539
#> [97,] -0.1607460 -0.64336387
#> [98,] -0.1503005 -0.66765242
#> [99,] -0.4373744 0.28259484
#> [100,] -0.1569718 -0.65532703
#> [101,] -0.1437663 -0.67488073
#> [102,] -0.1424954 -0.66922058
#> [103,] -0.3686056 0.43233278
#> [104,] -0.3769109 0.40418465
#> [105,] -0.3686364 0.40387961
#> [106,] -0.1467277 -0.66948427
#> [107,] -0.1552214 -0.65864443
#> [108,] -0.3675358 0.29525978
#> [109,] -0.1437207 -0.67602625
#> [110,] -0.3730004 0.41018963
#> [111,] -0.1570206 -0.65712554
#> [112,] -0.1482297 -0.66721259
#> [113,] -0.3685522 0.43209155
#> [114,] -0.3810052 0.40309440
#> [115,] -0.1464866 -0.66577280
#> [116,] -0.1573619 -0.65327202
#> [117,] -0.1516064 -0.66456120
#> [118,] -0.3741055 0.42183910
#> [119,] -0.3738373 0.40616423
#> [120,] -0.3705526 0.42722966
#> [121,] -0.3659273 0.35727263
#> [122,] -0.3647229 0.34385726
#> [123,] -0.3591586 0.45349044
#> [124,] -0.1439439 -0.67542569
#> [125,] -0.1465727 -0.66741929
#> [126,] -0.3657522 0.44339107
#> [127,] -0.1459573 -0.67575024
#> [128,] -0.1517446 -0.66481725
#> [129,] -0.1478378 -0.66897051
#> [130,] -0.1491812 -0.67183214
#> [131,] -0.3704621 0.40968685
#> [132,] -0.1555533 -0.65925843
#> [133,] -0.3639655 0.44756031
#> [134,] -0.3762381 0.40742659
#> [135,] -0.1485709 -0.66499064
#> [136,] -0.1534481 -0.66311804
#> [137,] -0.1511221 -0.66660776
#> [138,] -0.3655054 0.44376023
#> [139,] -0.1492651 -0.67153289
#> [140,] -0.1433394 -0.67391229
#> [141,] -0.1452319 -0.67301964
#> [142,] -0.3733467 0.40930538
#> [143,] -0.1475310 -0.66802059
#> [144,] -0.1562261 -0.65798692
#> [145,] -0.1850112 -0.58941449
#> [146,] -0.1776448 -0.56719798
#> [147,] -0.3573154 0.45651041
#> [148,] -0.1790480 -0.61092108
#> [149,] -0.3558576 0.46751325
#> [150,] -0.3739847 0.42249827
#> [151,] -0.4097578 0.31187026
#> [152,] -0.4265031 0.31799389
#> [153,] -0.1785050 -0.59463625
#> [154,] -0.1526377 -0.66335077
#> [155,] -0.1764877 -0.62103030
#> [156,] -0.3698897 0.42352431
#> [157,] -0.3665988 0.43644583
#> [158,] -0.1529536 -0.66387588
#> [159,] -0.4105190 0.33134926
#> [160,] -0.3868755 0.39325105
#> [161,] -0.3512514 0.47162345
#> [162,] -0.3654300 0.44765462
#> [163,] -0.3673872 0.44493310
#> [164,] -0.3563109 0.45711702
#> [165,] -0.3634433 0.44967154
#> [166,] -0.3774705 0.42338273
#> [167,] -0.4078435 0.34785763
#> [168,] -0.3595189 0.45315906
#> [169,] -0.3668945 0.43684293
#> [170,] -0.3654997 0.44577811
#> [171,] -0.3834097 0.41514415
#> [172,] -0.4044448 0.34786629
#> [173,] -0.3569504 0.46154750
#> [174,] -0.3574158 0.46315649
#> [175,] -0.3914895 0.40071850
#> [176,] -0.3655685 0.43715708
#> [177,] -0.3541801 0.46847083
#> [178,] -0.3864329 0.39568729
#> [179,] -0.3798724 0.41779437
#> [180,] -0.3660364 0.43775265
#> [181,] -0.4073245 0.37067613
#> [182,] -0.4637626 0.24322668
#> [183,] -0.4095760 0.32555855
#> [184,] -0.1820361 -0.60180855
#> [185,] -0.4149325 0.32835152
#> [186,] -0.5180953 0.11527501
#> [187,] -0.4087822 0.29247494
#> [188,] -0.3588307 0.46064479
#> [189,] -0.1480905 -0.66333663
#> [190,] -0.1457254 -0.67599910
#> [191,] -0.1578450 -0.65577577
#> [192,] -0.1583760 -0.65444993
#> [193,] -0.1827908 -0.59787810
#> [194,] -0.1505754 -0.66336647
#> [195,] -0.4073072 0.29069976
#> [196,] -0.3797907 0.41965489
#> [197,] -0.4086801 0.28675632
#> [198,] -0.4733153 0.24564342
#> [199,] -0.1748873 -0.62404012
#> [200,] -0.1535129 -0.66418498
#> [201,] -0.1455881 -0.67065088
#> [202,] -0.3919029 0.36446605
#> [203,] -0.1557129 -0.65738010
#> [204,] -0.1513756 -0.67034339
#> [205,] -0.1650925 -0.63851090
#> [206,] -0.1628802 -0.64561557
#> [207,] -0.1553554 -0.65906437
#> [208,] -0.1510523 -0.66677584
#> [209,] -0.1586312 -0.65261555
#> [210,] -0.1489142 -0.66794572
#> [211,] -0.1560931 -0.66034838
#> [212,] -0.2315340 -0.49068682
#> [213,] -0.3815625 0.41581525
#> [214,] -0.1605368 -0.64936299
#> [215,] -0.1759912 -0.61398617
#> [216,] -0.1547724 -0.66095716
#> [217,] -0.2132022 -0.56310941
#> [218,] -0.5087506 0.14089227
#> [219,] -0.1509659 -0.67033711
#> [220,] -0.1606754 -0.64837450
#> [221,] -0.1538757 -0.66526957
#> [222,] -0.1616569 -0.64194278
#> [223,] -0.1917967 -0.55829810
#> [224,] -0.1550899 -0.65942729
#> [225,] -0.1677120 -0.63445626
#> [226,] -0.1834209 -0.59180431
#> [227,] -0.3972701 0.33512926
#> [228,] -0.1860150 -0.60680492
#> [229,] -0.1470579 -0.66517524
#> [230,] -0.1505352 -0.66831786
#> [231,] -0.1748332 -0.61186155
#> [232,] -0.1576401 -0.65675001
#> [233,] -0.3587980 0.46120427
#> [234,] -0.5273789 0.08816089
#> [235,] -0.1519064 -0.66766398
#> [236,] -0.1677482 -0.63204134
#> [237,] -0.1470336 -0.66768901
#> [238,] -0.1571443 -0.65418512
#> [239,] -0.1569743 -0.65507176
#> [240,] -0.1800854 -0.57433176
#> [241,] -0.1559307 -0.65512105
#> [242,] -0.1445542 -0.67416388
#> [243,] -0.1626864 -0.64469494
#> [244,] -0.1558271 -0.65934696
#> [245,] -0.1620786 -0.64471590
#> [246,] -0.1602123 -0.65046748
#> [247,] -0.1633398 -0.64217132
#> [248,] -0.1492567 -0.67149177
#> [249,] -0.1449591 -0.66551427
#> [250,] -0.1526764 -0.66725771
#> [251,] -0.1764220 -0.61131823
#> [252,] -0.1623257 -0.64582657
#> [253,] -0.1436858 -0.67357881
#> [254,] -0.1579320 -0.65543078
#> [255,] -0.1671068 -0.63147923
#> [256,] -0.4075740 0.29648774
#> [257,] -0.1542391 -0.66193514
#> [258,] -0.1452930 -0.67129556
#> [259,] -0.1567565 -0.65776987
#> [260,] -0.1567829 -0.65717938
#> [261,] -0.1580629 -0.65442430
#> [262,] -0.1541057 -0.65937008
#> [263,] -0.1546514 -0.65855656
#> [264,] -0.1454986 -0.66316082
#> [265,] -0.1475718 -0.66701570
#> [266,] -0.1544839 -0.66138426
#> [267,] -0.1598324 -0.64433605
#> [268,] -0.1622668 -0.64379302
#> [269,] -0.2021064 -0.54307028
#> [270,] -0.1577693 -0.64679784
#> [271,] -0.1802015 -0.60001367
#> [272,] -0.1539747 -0.66039955
#> [273,] -0.1472897 -0.66507373
#> [274,] -0.1520146 -0.66933479
#> [275,] -0.1445067 -0.67459987
#> [276,] -0.1477832 -0.66713309
#> [277,] -0.1561813 -0.65851964
#> [278,] -0.1620864 -0.64332420
#> [279,] -0.1521379 -0.66896354
#> [280,] -0.1628741 -0.64495665
#> [281,] -0.1540867 -0.66214287
#> [282,] -0.1471939 -0.67371206
#> [283,] -0.1627864 -0.64714509
#> [284,] -0.1489766 -0.66781390
#> [285,] -0.1466392 -0.66903393
#> [286,] -0.1580242 -0.65336647
#> [287,] -0.3750558 0.41112327
#> [288,] -0.1442056 -0.66048472
#> [289,] -0.1633187 -0.64202279
#> [290,] -0.1714361 -0.62179047
#> [291,] -0.3624849 0.43590963
#> [292,] -0.3682033 0.44557091
#> [293,] -0.3650410 0.43985356
#> [294,] -0.3539321 0.47161500
#> [295,] -0.3546397 0.46089250
#> [296,] -0.3505068 0.47678091
#> [297,] -0.1546725 -0.65784970
#> [298,] -0.3534478 0.47253278
#> [299,] -0.3628914 0.45236706
#> [300,] -0.3635019 0.44971612
#> [301,] -0.3551668 0.46864874
#> [302,] -0.3627982 0.45088753
#> [303,] -0.3546687 0.45813560
#> [304,] -0.3548454 0.46698415
#> [305,] -0.3536248 0.47216925
#> [306,] -0.3682576 0.43635405
#> [307,] -0.3742346 0.42857022
#> [308,] -0.3731150 0.42408757
#> [309,] -0.3580496 0.44885121
#> [310,] -0.3606580 0.45367521
#> [311,] -0.3573668 0.46435038
#> [312,] -0.3627140 0.45168500
#> [313,] -0.3556421 0.46836783
#> [314,] -0.3592211 0.45069965
#> [315,] -0.4121988 0.37556668
#> [316,] -0.3555354 0.45666603
#> [317,] -0.3737324 0.41932567
#> [318,] -0.3559882 0.46613807
#> [319,] -0.3576313 0.46475079
#> [320,] -0.3529410 0.47332267
#> [321,] -0.3550559 0.46957589
#> [322,] -0.3549047 0.46930671
#> [323,] -0.1644729 -0.63614063
#> [324,] -0.3584572 0.45174646
#> [325,] -0.3702382 0.44277939
#> [326,] -0.3550747 0.46912798
#> [327,] -0.3565070 0.46662750
#> [328,] -0.3544998 0.47036642
#> [329,] -0.3655819 0.44961568
#> [330,] -0.3509006 0.47467293
#> [331,] -0.3533238 0.47271447
#> [332,] -0.3547754 0.46965262
#> [333,] -0.3547208 0.46842503
#> [334,] -0.3624527 0.45281882
#> [335,] -0.3636001 0.44699345
#> [336,] -0.3596845 0.45723577
#> [337,] -0.3589086 0.46153728
#> [338,] -0.3553776 0.46818753
#> [339,] -0.3728354 0.43185342
#> [340,] -0.3664240 0.44770843
#>
#> $ydata
#> [,1] [,2]
#> [1,] -1.61705249 20.113800201
#> [2,] -13.80925147 -0.004747155
#> [3,] -9.89663449 -8.434033205
#> [4,] -13.64694008 1.068583700
#> [5,] 3.64308034 -24.239851285
#> [6,] -0.26254766 18.659837250
#> [7,] -7.34939917 -20.597079133
#> [8,] -7.60698641 17.742374229
#> [9,] -0.65227904 14.887625020
#> [10,] 9.08872272 -0.467496643
#> [11,] -2.99650640 -0.571775173
#> [12,] -8.09390984 -7.114168703
#> [13,] -22.90638331 -7.328230511
#> [14,] -19.20703227 9.757882828
#> [15,] -9.88826578 -7.513940083
#> [16,] -8.83438595 -6.138124060
#> [17,] -8.73454153 -3.747259952
#> [18,] -15.45062696 4.163861524
#> [19,] -16.10172833 6.878265294
#> [20,] 8.76030909 10.596439742
#> [21,] 6.52675323 1.768759576
#> [22,] 9.29947716 0.602596855
#> [23,] -3.90178269 20.757773217
#> [24,] 8.07179974 -15.747211000
#> [25,] -4.92284897 -12.434839324
#> [26,] -3.41643212 -8.530080675
#> [27,] -0.44623888 21.377678896
#> [28,] 7.13402433 -5.798587829
#> [29,] 1.29878297 -7.635492606
#> [30,] -6.21118621 -0.421672525
#> [31,] -7.09401032 -6.604977504
#> [32,] 0.31068007 -4.797623892
#> [33,] -11.14066241 -19.273013079
#> [34,] 7.15313792 -4.676049151
#> [35,] 1.98835633 -2.138401581
#> [36,] -9.57458153 -11.302697718
#> [37,] 4.67343910 -4.575961155
#> [38,] 7.85543360 -16.246958483
#> [39,] -4.58648825 -17.214892185
#> [40,] -3.27465659 21.373615691
#> [41,] -1.12398696 -16.327670317
#> [42,] 2.20845091 -24.002036155
#> [43,] -4.28360378 -13.003134217
#> [44,] 0.88511504 17.335793282
#> [45,] -7.64958677 -19.887852324
#> [46,] -22.58057352 4.286290033
#> [47,] -11.92509034 6.887027681
#> [48,] -0.55201286 -21.281831276
#> [49,] -4.17705272 10.053308841
#> [50,] -10.44819419 7.110390578
#> [51,] -17.22983587 -6.845001180
#> [52,] 18.49236041 2.777809364
#> [53,] 12.60304794 -5.159984236
#> [54,] -18.90991929 -0.146490229
#> [55,] 1.10369928 14.392406760
#> [56,] -3.70245724 15.093339792
#> [57,] -1.96629974 16.440014115
#> [58,] 1.21903759 -15.460271531
#> [59,] -7.58522029 -7.400242159
#> [60,] -2.35598868 -0.525883280
#> [61,] -5.30822742 19.055436145
#> [62,] 4.50112372 17.123179609
#> [63,] -2.62855450 -18.051677735
#> [64,] 1.71477445 -15.715989046
#> [65,] -9.79809478 21.905990404
#> [66,] 0.56360600 12.717303658
#> [67,] -3.04800285 -21.216223055
#> [68,] -2.24940449 -13.978990940
#> [69,] -17.98478378 -0.052166789
#> [70,] -9.57870288 21.747077022
#> [71,] -6.84390164 18.197346954
#> [72,] 8.84996523 19.545434155
#> [73,] 0.38925495 14.915758226
#> [74,] -4.04372347 -17.730626082
#> [75,] -10.28681129 -19.731952525
#> [76,] -4.01180710 -17.833983036
#> [77,] 0.41974430 15.368434370
#> [78,] -3.69320915 -20.935259648
#> [79,] 0.86918895 -16.490462620
#> [80,] 14.55842837 7.262125004
#> [81,] -4.80931903 -11.840171717
#> [82,] 0.07570769 19.744383557
#> [83,] -9.94080849 22.013617770
#> [84,] 6.09855968 16.388750192
#> [85,] 8.67927562 -1.703164150
#> [86,] 1.65748532 13.730393874
#> [87,] 3.20570676 17.236778271
#> [88,] -4.66118931 18.084789808
#> [89,] -1.93842603 22.232686666
#> [90,] -4.56206750 16.800272474
#> [91,] -5.48211144 -0.898447291
#> [92,] -1.34048298 21.902520536
#> [93,] -2.99057045 22.029279072
#> [94,] -2.65335104 0.302675609
#> [95,] -3.57967158 -9.181287776
#> [96,] 5.97943998 -3.994500797
#> [97,] 6.17331423 -2.646668289
#> [98,] 12.45010278 3.569880538
#> [99,] -3.30635176 10.894497119
#> [100,] 8.97248932 -9.182827057
#> [101,] 23.72827655 7.470066288
#> [102,] 23.58360870 9.581652400
#> [103,] -15.59603416 6.006415568
#> [104,] -5.78028138 0.395442646
#> [105,] -7.34642002 1.595836123
#> [106,] 20.88527594 0.789578302
#> [107,] 9.22646353 8.350112025
#> [108,] -13.56354998 15.816354175
#> [109,] 24.24703737 3.050438461
#> [110,] -7.96558845 2.869210045
#> [111,] 16.39658324 -2.508063558
#> [112,] 18.84095451 5.637113907
#> [113,] -14.99057570 3.822169983
#> [114,] -8.26214589 5.502227133
#> [115,] 19.14990381 1.685274056
#> [116,] 5.70484540 1.022322967
#> [117,] 14.87813843 13.811981874
#> [118,] -8.43836442 -2.149449491
#> [119,] -7.56663850 0.412760398
#> [120,] -13.99694211 4.648293313
#> [121,] -13.27741318 15.218181432
#> [122,] -13.37735623 15.431649136
#> [123,] -9.25478874 -5.695478933
#> [124,] 23.98024738 3.204848547
#> [125,] 15.41955565 11.324577258
#> [126,] -16.20658986 8.842210496
#> [127,] 24.52446721 -4.073918273
#> [128,] 14.64071036 2.106914817
#> [129,] 17.86088779 12.364640209
#> [130,] 3.17916952 4.608921257
#> [131,] -8.23686959 1.616516811
#> [132,] 11.45416483 13.097044570
#> [133,] -15.42189099 9.205339765
#> [134,] -7.82965274 4.071633167
#> [135,] 12.69868973 9.290668023
#> [136,] 10.36263518 4.441464326
#> [137,] 5.29817228 4.463686246
#> [138,] -9.82645757 -3.023021758
#> [139,] 3.22678999 4.481542908
#> [140,] 23.81143058 8.849045816
#> [141,] 23.15907477 7.654349614
#> [142,] -4.55279382 -1.780396610
#> [143,] 15.35407972 12.027062086
#> [144,] 9.30131364 1.744483324
#> [145,] 9.55453701 -14.951869331
#> [146,] 1.00135211 -7.126215212
#> [147,] -6.40242107 -6.552455514
#> [148,] 6.90979203 14.356592143
#> [149,] -16.55648020 -7.991776309
#> [150,] -11.15828991 7.123392419
#> [151,] -2.62166869 7.827576594
#> [152,] -2.58109589 6.377771014
#> [153,] 8.68009398 20.120949109
#> [154,] 9.73356194 10.725223009
#> [155,] 8.82925199 17.455538185
#> [156,] -13.61428934 4.201622267
#> [157,] -16.28200864 2.092308222
#> [158,] 13.35631393 2.612715377
#> [159,] -3.22168436 5.018044936
#> [160,] -8.21647530 6.876557290
#> [161,] -8.64998004 -20.425791208
#> [162,] 2.07543195 -19.795145322
#> [163,] 2.52817933 -19.814398328
#> [164,] -4.66323078 -20.586047728
#> [165,] 0.58956807 -19.902924207
#> [166,] -11.44430397 0.941329258
#> [167,] -4.98657188 6.956648234
#> [168,] -3.88421045 -11.148418067
#> [169,] -16.05829490 1.005072756
#> [170,] -1.22600669 -14.928478170
#> [171,] 3.29304652 -13.729867098
#> [172,] -3.81821778 4.197808697
#> [173,] 1.14846534 -23.300210003
#> [174,] 4.39718633 -23.791255224
#> [175,] 3.09053266 -13.961771425
#> [176,] -16.89998730 1.111652838
#> [177,] 2.99095958 -24.358824190
#> [178,] -7.63652159 6.947787567
#> [179,] -11.04032651 1.980687235
#> [180,] -16.71499208 0.465442646
#> [181,] -0.90456478 5.496775084
#> [182,] -2.47535475 11.506142731
#> [183,] -2.66980772 4.616861333
#> [184,] 8.52126328 18.781543721
#> [185,] -3.82375861 6.286933264
#> [186,] -2.99724523 15.801690180
#> [187,] -1.64664681 8.649063036
#> [188,] -22.07742329 -8.857537006
#> [189,] 19.25292973 4.839969773
#> [190,] 24.68230877 -3.897664184
#> [191,] 15.10896271 -0.335744951
#> [192,] 12.21917308 13.954015808
#> [193,] 8.28020938 19.577888610
#> [194,] 11.21038646 8.908832611
#> [195,] -0.56880010 8.238176219
#> [196,] -12.36774304 -0.429114583
#> [197,] -0.57532488 8.480124869
#> [198,] 0.74962174 11.478422726
#> [199,] 9.00011588 16.625385577
#> [200,] 15.97041340 -11.061186832
#> [201,] 21.59379843 0.635642486
#> [202,] -2.92982243 2.037304189
#> [203,] 12.90015863 -6.193088924
#> [204,] 18.21082724 -12.890549198
#> [205,] 5.87851029 -9.273997631
#> [206,] 12.28464528 -12.931149240
#> [207,] 14.90622894 -9.269859993
#> [208,] 13.17712434 3.282497553
#> [209,] 12.47794487 -9.489100412
#> [210,] 17.89976549 12.817370853
#> [211,] 21.23654465 -10.985251967
#> [212,] -0.94168401 -4.361283464
#> [213,] 2.30764702 -15.223977698
#> [214,] 7.73025228 2.280444547
#> [215,] 10.35211691 -14.343931618
#> [216,] 11.43227269 12.529415612
#> [217,] 6.07068497 17.102396964
#> [218,] -3.70488331 14.670145386
#> [219,] 16.84291838 -13.031211524
#> [220,] 12.12442306 -10.033449260
#> [221,] 20.70397386 -11.508337650
#> [222,] 7.16673611 13.404307917
#> [223,] 0.26239271 -5.726987677
#> [224,] 14.52827491 -9.793911808
#> [225,] 11.57070432 -13.552571190
#> [226,] 1.50009244 -3.733815062
#> [227,] -2.39275554 2.291114505
#> [228,] 7.31385848 16.314854906
#> [229,] 13.61073937 8.155321625
#> [230,] 2.45243527 3.399029871
#> [231,] 1.79976228 -1.502797335
#> [232,] 13.08930040 0.755611779
#> [233,] -23.40409533 -6.341240704
#> [234,] -0.89896479 18.072036532
#> [235,] 16.19050890 -12.505453437
#> [236,] 8.09429880 -11.147565528
#> [237,] 19.52434387 2.908200555
#> [238,] 11.35323762 -5.079115790
#> [239,] 11.22947083 -5.834431563
#> [240,] 1.18654463 -6.612982089
#> [241,] 4.94599480 0.298096077
#> [242,] 23.43034598 1.700082081
#> [243,] 17.45842460 -4.033529764
#> [244,] 14.53486009 0.655145792
#> [245,] 7.97963402 -9.168835291
#> [246,] 16.76489021 -3.684877918
#> [247,] 6.71079275 -9.309040761
#> [248,] 2.62390921 4.075439574
#> [249,] 15.54259202 7.019873767
#> [250,] 18.16680708 -10.983142693
#> [251,] 8.49009905 -14.442072796
#> [252,] 16.88820477 -4.401313643
#> [253,] 23.48881837 8.818795054
#> [254,] 7.00567436 7.645840865
#> [255,] 2.30405285 -1.199918075
#> [256,] -1.70845372 8.340187657
#> [257,] 10.36208570 3.453649677
#> [258,] 23.39536985 -1.302220633
#> [259,] 6.26106191 8.272215632
#> [260,] 16.07766146 -1.651039933
#> [261,] 8.91713983 7.651909456
#> [262,] 13.26870994 -5.457166245
#> [263,] 4.78996632 1.005610624
#> [264,] 15.07139043 6.741467813
#> [265,] 15.04266168 10.683075675
#> [266,] 6.72543182 9.725881376
#> [267,] 5.53705937 -2.398663640
#> [268,] 6.92198098 -6.970484840
#> [269,] -0.39080294 -4.826867867
#> [270,] 5.59037848 -1.241939029
#> [271,] 8.54581744 -15.752842762
#> [272,] 10.07942968 8.607671886
#> [273,] 13.34954666 9.199385433
#> [274,] 19.40631953 -12.547228282
#> [275,] 23.50500345 0.732502183
#> [276,] 19.69870543 1.053465597
#> [277,] 6.10156839 8.996185966
#> [278,] 10.22139427 -4.558830595
#> [279,] 19.25886328 -11.657227397
#> [280,] 12.04393585 -12.486321885
#> [281,] 9.89039003 4.823019792
#> [282,] 24.38721657 -4.395312445
#> [283,] 7.62984820 6.419680753
#> [284,] 15.52544409 13.384482515
#> [285,] 20.12145205 4.595343496
#> [286,] 12.47898004 -8.674422351
#> [287,] -8.64493363 4.296297486
#> [288,] 15.61427960 6.299051135
#> [289,] 5.92231591 -8.814604892
#> [290,] 3.48811504 -5.050821367
#> [291,] -3.80419446 -8.232182251
#> [292,] -23.59818461 2.636006275
#> [293,] -18.36154214 -0.762332670
#> [294,] -15.87791590 -14.833363760
#> [295,] -10.67804783 -11.942706233
#> [296,] -11.84775542 -18.619131430
#> [297,] 7.75051600 12.064041650
#> [298,] -20.63326298 -12.381996316
#> [299,] -21.05478812 8.408174356
#> [300,] -18.46899726 9.737779915
#> [301,] -14.36024279 -11.132492198
#> [302,] -24.97422887 2.011571701
#> [303,] -10.33995674 -11.464704666
#> [304,] -19.16312911 -9.093199936
#> [305,] -15.68857223 -15.295239813
#> [306,] -14.94829399 8.194170877
#> [307,] -12.07717633 1.553003877
#> [308,] -8.03571013 -2.498377472
#> [309,] -26.47370229 2.241103910
#> [310,] -2.85228504 -11.560276585
#> [311,] -18.39037013 -5.924380760
#> [312,] -20.69131912 7.964105193
#> [313,] -23.17493747 -4.956670159
#> [314,] -27.10821827 2.712447328
#> [315,] -22.36300865 1.494689124
#> [316,] -9.89897715 -10.576666435
#> [317,] -10.55368698 5.937352988
#> [318,] -21.52672343 -9.355531890
#> [319,] -18.98071704 -4.633057905
#> [320,] -14.84713780 -14.519947823
#> [321,] -23.10338493 -4.775089202
#> [322,] -16.03170274 -8.826410672
#> [323,] 4.86875585 -3.671978087
#> [324,] -26.67670072 2.334571736
#> [325,] -22.99276481 3.615165911
#> [326,] -14.82009165 -10.676454472
#> [327,] -19.33225721 -4.857840305
#> [328,] -15.13795427 -13.058139138
#> [329,] -24.04525141 1.496212629
#> [330,] -10.54182472 -18.407944001
#> [331,] -20.38724400 -12.541853192
#> [332,] -14.80500924 -10.171693544
#> [333,] -20.65258976 -9.688939342
#> [334,] -20.15127183 9.189913131
#> [335,] -19.99598156 6.880919185
#> [336,] -2.26429274 -12.496094993
#> [337,] -16.28801354 -12.292490531
#> [338,] -17.29692454 -7.970524126
#> [339,] -12.20332650 0.152456729
#> [340,] -22.10354349 5.733079879
#>
#> $alphaK
#> [1] 1.026819e-02 4.382667e-03 1.221427e-03 1.744628e-04 1.708062e-05
#> [6] 3.646527e-02 2.301783e-02 1.113670e-02 3.359816e-03 4.261221e-04
#> [11] 5.793115e-02 4.309895e-02 2.670058e-02 1.176859e-02 2.648357e-03
#> [16] 7.307182e-02 5.929151e-02 4.205233e-02 2.305493e-02 7.440741e-03
#> [21] 8.355245e-02 7.142662e-02 5.505357e-02 3.467063e-02 1.423004e-02
#> [26] 9.084908e-02 8.031256e-02 6.535593e-02 4.514732e-02 2.187327e-02
#>
#> $val
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] 0 0.39554152 0.4189078 0.4255542 0.4756514 0.5082546 0.5438440
#> [2,] 0 0.39274940 0.4855469 0.5432749 0.5549662 0.5683830 0.5738996
#> [3,] 0 0.26210418 0.4370238 0.4668511 0.5069959 0.5194050 0.5423677
#> [4,] 0 0.42238119 0.5222705 0.5453342 0.5549662 0.5553384 0.5746025
#> [5,] 0 0.13631949 0.1994313 0.2274319 0.2639849 0.3086600 0.3302646
#> [6,] 0 0.40341219 0.5375234 0.5461587 0.5622137 0.5890210 0.6363696
#> [7,] 0 0.20249636 0.2540016 0.2649360 0.3252101 0.3542323 0.3701665
#> [8,] 0 0.52468836 0.5848010 0.6815566 0.7014998 0.7155974 0.7212145
#> [9,] 0 0.41075853 0.4248209 0.5047415 0.5771897 0.6005671 0.6046374
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#> [,8] [,9] [,10]
#> [1,] 0.5507518 0.5622137 0.5950146
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#> [13,] 0.5136141 0.5154495 0.5527936
#> [14,] 0.4816045 0.5112177 0.5785122
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#> [17,] 0.6284487 0.6806800 0.6863534
#> [18,] 0.5870697 0.6214244 0.6524503
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#> [24,] 0.6047246 0.6278473 0.6379509
#> [25,] 0.5194050 0.5293585 0.5547972
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#> [27,] 0.7299890 0.7371454 0.7449302
#> [28,] 0.5736208 0.5965546 0.6114719
#> [29,] 0.6429414 0.6494897 0.6544383
#> [30,] 0.6738010 0.7088871 0.7115004
#> [31,] 0.6112664 0.6282254 0.6407132
#> [32,] 0.5332232 0.5849615 0.6138800
#> [33,] 0.3701665 0.4442478 0.4740474
#> [34,] 0.6972464 0.7012336 0.7237472
#> [35,] 0.6512805 0.6600010 0.6691270
#> [36,] 0.6190795 0.6323434 0.6914361
#> [37,] 0.5395368 0.5434771 0.5520569
#> [38,] 0.6723288 0.6874114 0.6991317
#> [39,] 0.5872301 0.5902807 0.5917917
#> [40,] 0.5758774 0.5770649 0.6090561
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#> [42,] 0.3782885 0.3899165 0.4012277
#> [43,] 0.4997510 0.5126155 0.5135428
#> [44,] 0.6156205 0.6363696 0.6463705
#> [45,] 0.3831731 0.4007143 0.4983852
#> [46,] 0.5220993 0.5341972 0.5715466
#> [47,] 0.6312537 0.6664912 0.6717950
#> [48,] 0.3773032 0.3782885 0.3806988
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#> [50,] 0.6139719 0.6247171 0.6451757
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#> [53,] 0.6535045 0.6776503 0.7265220
#> [54,] 0.7747317 0.7785071 0.7836693
#> [55,] 0.6046374 0.6973394 0.6979698
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#> [57,] 0.7535577 0.7869017 0.8000242
#> [58,] 0.4195078 0.4206784 0.4428698
#> [59,] 0.5326021 0.5330626 0.5413758
#> [60,] 0.5491732 0.5511654 0.5516214
#> [61,] 0.6330467 0.6405814 0.6434549
#> [62,] 0.6142163 0.6260424 0.6326047
#> [63,] 0.4205842 0.4488514 0.4534789
#> [64,] 0.4869454 0.5234349 0.5502426
#> [65,] 0.5927016 0.6043330 0.6140865
#> [66,] 0.6528778 0.6627953 0.6675535
#> [67,] 0.4747157 0.4913767 0.4964170
#> [68,] 0.4260398 0.4270053 0.4721637
#> [69,] 0.6528778 0.6613497 0.6793311
#> [70,] 0.6106486 0.6224799 0.6271389
#> [71,] 0.7357699 0.7546000 0.7585789
#> [72,] 0.5905287 0.6138154 0.6169882
#> [73,] 0.5530267 0.5743665 0.5950146
#> [74,] 0.5470862 0.5483198 0.5518324
#> [75,] 0.4295081 0.4419235 0.4558422
#> [76,] 0.4530123 0.5446004 0.5497718
#> [77,] 0.5446004 0.5777500 0.6451971
#> [78,] 0.4283955 0.4289865 0.4463651
#> [79,] 0.4054240 0.4159526 0.4473153
#> [80,] 0.6009841 0.6357052 0.7214084
#> [81,] 0.5822185 0.5934059 0.6068251
#> [82,] 0.6992658 0.7150301 0.7358347
#> [83,] 0.5732111 0.5989417 0.6568770
#> [84,] 0.5459816 0.5534462 0.5667578
#> [85,] 0.7928776 0.7985665 0.8256132
#> [86,] 0.6517682 0.6524158 0.6643995
#> [87,] 0.6807104 0.7106179 0.7253230
#> [88,] 0.6672233 0.6799290 0.6908791
#> [89,] 0.5464143 0.5464305 0.5917917
#> [90,] 0.7059525 0.7097088 0.7117912
#> [91,] 0.7530877 0.7625622 0.7745106
#> [92,] 0.5519848 0.5832628 0.5870239
#> [93,] 0.5438440 0.5707993 0.5869171
#> [94,] 0.6107768 0.6631399 0.6908791
#> [95,] 0.6061543 0.6224786 0.6308587
#> [96,] 0.6062415 0.6515964 0.6749048
#> [97,] 0.6867388 0.7012336 0.7181622
#> [98,] 0.4191783 0.4634556 0.4778482
#> [99,] 0.5970995 0.6472052 0.6499249
#> [100,] 0.4560387 0.4719756 0.4810174
#> [101,] 0.4804867 0.4821696 0.5069722
#> [102,] 0.6170656 0.6258295 0.6272265
#> [103,] 0.6204464 0.6312537 0.6639361
#> [104,] 0.5796853 0.6664985 0.6995418
#> [105,] 0.6608163 0.6806800 0.7175918
#> [106,] 0.4432003 0.4552569 0.4565634
#> [107,] 0.4960921 0.5067084 0.5369992
#> [108,] 0.6714610 0.7265343 0.7369088
#> [109,] 0.4850850 0.5286626 0.5458654
#> [110,] 0.6247171 0.6480222 0.6607513
#> [111,] 0.3723810 0.4086386 0.4523592
#> [112,] 0.4525773 0.4558494 0.5044777
#> [113,] 0.5594236 0.6875089 0.6988658
#> [114,] 0.6258570 0.6291627 0.6310271
#> [115,] 0.6854833 0.7153484 0.7324696
#> [116,] 0.5492983 0.5934591 0.6145866
#> [117,] 0.4033501 0.4478299 0.4525773
#> [118,] 0.6550577 0.6565529 0.7007113
#> [119,] 0.6518589 0.6608163 0.6664985
#> [120,] 0.6050124 0.6064878 0.6574259
#> [121,] 0.6755318 0.6797350 0.7030751
#> [122,] 0.7076373 0.7477662 0.7525990
#> [123,] 0.6461583 0.7017528 0.7357699
#> [124,] 0.4740455 0.5146572 0.5173170
#> [125,] 0.5491285 0.5511212 0.5542002
#> [126,] 0.6341193 0.6619557 0.6888797
#> [127,] 0.3293458 0.3401141 0.3980833
#> [128,] 0.4372208 0.4478299 0.4612699
#> [129,] 0.4323550 0.4644165 0.4647716
#> [130,] 0.4765789 0.4956749 0.4956972
#> [131,] 0.5990590 0.6064878 0.6276144
#> [132,] 0.4789323 0.4933218 0.4979569
#> [133,] 0.6296257 0.6387975 0.6439480
#> [134,] 0.6991065 0.7222666 0.7249630
#> [135,] 0.6522574 0.6524323 0.6580256
#> [136,] 0.4468679 0.4501152 0.4774494
#> [137,] 0.4754640 0.4835487 0.4944243
#> [138,] 0.7100800 0.7111967 0.7224417
#> [139,] 0.4634556 0.4666376 0.4922512
#> [140,] 0.5028569 0.5173170 0.5221883
#> [141,] 0.4666376 0.4956972 0.5368571
#> [142,] 0.7013327 0.7168679 0.7230653
#> [143,] 0.5539365 0.5650892 0.5960131
#> [144,] 0.5936847 0.5973486 0.6089897
#> [145,] 0.5438218 0.5647005 0.5896729
#> [146,] 0.6494228 0.6752149 0.6793919
#> [147,] 0.5820084 0.5894943 0.5953561
#> [148,] 0.6463361 0.6563185 0.6724960
#> [149,] 0.4539987 0.4592156 0.4844007
#> [150,] 0.6132134 0.6447299 0.6586359
#> [151,] 0.4405204 0.4458129 0.4775561
#> [152,] 0.5041579 0.5123269 0.5331459
#> [153,] 0.5692320 0.5759265 0.5845333
#> [154,] 0.4695018 0.4767509 0.5202004
#> [155,] 0.4933218 0.4980963 0.5049294
#> [156,] 0.6499249 0.6518589 0.6569970
#> [157,] 0.6687939 0.6819121 0.6990039
#> [158,] 0.4859649 0.5106167 0.5345052
#> [159,] 0.5132422 0.5485688 0.5511473
#> [160,] 0.6081324 0.6132134 0.6463268
#> [161,] 0.3873573 0.3959433 0.4468275
#> [162,] 0.3654546 0.3734462 0.3743018
#> [163,] 0.2870661 0.2946792 0.3009728
#> [164,] 0.3777395 0.3806988 0.3959433
#> [165,] 0.3758047 0.3938274 0.4082051
#> [166,] 0.4991150 0.5131159 0.5211834
#> [167,] 0.5488508 0.5600623 0.5759265
#> [168,] 0.5934370 0.6696306 0.7076752
#> [169,] 0.5664783 0.5746025 0.5846713
#> [170,] 0.4363826 0.4435111 0.4564331
#> [171,] 0.3172268 0.3202941 0.3538011
#> [172,] 0.5796853 0.6094464 0.6186349
#> [173,] 0.4188819 0.4370363 0.4402947
#> [174,] 0.3350662 0.4159526 0.4210961
#> [175,] 0.4158305 0.4195078 0.4359843
#> [176,] 0.5979046 0.6344111 0.6720681
#> [177,] 0.2974071 0.3612609 0.3777493
#> [178,] 0.6606720 0.6717950 0.6872101
#> [179,] 0.5839342 0.6008144 0.6146860
#> [180,] 0.6973098 0.7030088 0.7346960
#> [181,] 0.4772102 0.4809661 0.5083729
#> [182,] 0.5950093 0.6016265 0.6078826
#> [183,] 0.5153337 0.5331459 0.5511654
#> [184,] 0.4595326 0.4800923 0.5057614
#> [185,] 0.4968369 0.5034661 0.5133622
#> [186,] 0.7050412 0.7097088 0.7097463
#> [187,] 0.5399942 0.5511473 0.5699112
#> [188,] 0.4242782 0.4263580 0.4499122
#> [189,] 0.5440771 0.5449045 0.5566819
#> [190,] 0.3273178 0.3972431 0.4348268
#> [191,] 0.4305758 0.4495796 0.4612699
#> [192,] 0.4072133 0.4458992 0.4526843
#> [193,] 0.5459816 0.5614761 0.5699112
#> [194,] 0.5895322 0.5915532 0.5994781
#> [195,] 0.4871590 0.5543122 0.5595492
#> [196,] 0.4549624 0.4552511 0.4987892
#> [197,] 0.5131181 0.5614761 0.5639946
#> [198,] 0.5041579 0.5056286 0.5083729
#> [199,] 0.5880426 0.6017962 0.6137859
#> [200,] 0.4057169 0.4099440 0.4147008
#> [201,] 0.4984210 0.5005844 0.5010135
#> [202,] 0.6107768 0.6271389 0.6412097
#> [203,] 0.6101909 0.6116752 0.6420909
#> [204,] 0.3335441 0.3446852 0.3740667
#> [205,] 0.6047246 0.6151397 0.6201747
#> [206,] 0.4241131 0.4341149 0.4590557
#> [207,] 0.3960146 0.4059269 0.4275126
#> [208,] 0.4361821 0.4501152 0.4552280
#> [209,] 0.4341149 0.4432003 0.4479017
#> [210,] 0.4228142 0.4472313 0.4667634
#> [211,] 0.4235626 0.4359371 0.4604266
#> [212,] 0.6518288 0.6594870 0.6640801
#> [213,] 0.4809661 0.5131159 0.5491732
#> [214,] 0.5654984 0.5806254 0.5969233
#> [215,] 0.4359843 0.4410641 0.4793776
#> [216,] 0.4131396 0.4182264 0.4234957
#> [217,] 0.5171442 0.5184900 0.5420676
#> [218,] 0.6083529 0.6169882 0.6267295
#> [219,] 0.4035859 0.4333043 0.4355311
#> [220,] 0.3406126 0.3620153 0.3711496
#> [221,] 0.4554723 0.4759957 0.5017761
#> [222,] 0.6803762 0.7026987 0.7160740
#> [223,] 0.6385741 0.6405814 0.6451058
#> [224,] 0.3647658 0.3809305 0.3829757
#> [225,] 0.3949961 0.4276768 0.4689229
#> [226,] 0.5967374 0.6385741 0.6440234
#> [227,] 0.5918080 0.6330303 0.6549619
#> [228,] 0.5287532 0.5497013 0.5567264
#> [229,] 0.6774753 0.6823519 0.6862584
#> [230,] 0.4729422 0.4850850 0.5079654
#> [231,] 0.7073752 0.7197272 0.7467522
#> [232,] 0.5006832 0.5068800 0.5151842
#> [233,] 0.4793416 0.4882174 0.4957861
#> [234,] 0.6257634 0.6438404 0.6451971
#> [235,] 0.3908061 0.3930214 0.4059269
#> [236,] 0.4858386 0.4864451 0.4885654
#> [237,] 0.5288710 0.5328147 0.5346454
#> [238,] 0.5378468 0.5478824 0.5665152
#> [239,] 0.5039041 0.5079388 0.5362921
#> [240,] 0.6471977 0.6589240 0.6914361
#> [241,] 0.5927570 0.6062871 0.6106826
#> [242,] 0.4190755 0.4315104 0.4680567
#> [243,] 0.4274908 0.4328656 0.4590557
#> [244,] 0.4158100 0.4286398 0.4472313
#> [245,] 0.4335708 0.4485473 0.4510795
#> [246,] 0.4195033 0.4359843 0.4385692
#> [247,] 0.4874767 0.4893817 0.5146572
#> [248,] 0.4599160 0.4778482 0.5325215
#> [249,] 0.6075615 0.6138276 0.6181678
#> [250,] 0.3324309 0.3357210 0.3488082
#> [251,] 0.4803763 0.4842871 0.4893817
#> [252,] 0.3388402 0.3882285 0.4155789
#> [253,] 0.4922512 0.4946644 0.5044777
#> [254,] 0.4651651 0.4732871 0.4738033
#> [255,] 0.6177909 0.6353726 0.6582413
#> [256,] 0.6105323 0.6169811 0.6209895
#> [257,] 0.4754640 0.4891006 0.5068800
#> [258,] 0.4827633 0.4873319 0.4957465
#> [259,] 0.4633294 0.4995707 0.5143568
#> [260,] 0.3517778 0.3683871 0.4135270
#> [261,] 0.4651651 0.5019266 0.5123644
#> [262,] 0.5521213 0.5573149 0.5596577
#> [263,] 0.5176222 0.5607532 0.6006312
#> [264,] 0.6774753 0.6976308 0.7090353
#> [265,] 0.5903004 0.5986332 0.6189413
#> [266,] 0.4874695 0.5070567 0.5505250
#> [267,] 0.7509782 0.7616907 0.7672734
#> [268,] 0.5552802 0.5608456 0.5793759
#> [269,] 0.5967374 0.6151397 0.6471977
#> [270,] 0.6514255 0.6515964 0.6551209
#> [271,] 0.5051160 0.5145520 0.5624517
#> [272,] 0.4738033 0.4773569 0.4782570
#> [273,] 0.6148056 0.6409341 0.7049503
#> [274,] 0.4062421 0.4086386 0.4195033
#> [275,] 0.4181664 0.4486716 0.4552569
#> [276,] 0.5362602 0.5884732 0.6472538
#> [277,] 0.4766020 0.4934358 0.5118105
#> [278,] 0.6055050 0.6055140 0.6151447
#> [279,] 0.3438146 0.3772810 0.4035859
#> [280,] 0.4131927 0.4275126 0.4410641
#> [281,] 0.4434482 0.4526856 0.4928666
#> [282,] 0.3649579 0.3908061 0.4112107
#> [283,] 0.4604266 0.4828358 0.4851573
#> [284,] 0.4558494 0.4736367 0.4787595
#> [285,] 0.4824251 0.5420964 0.5525115
#> [286,] 0.4776551 0.4788718 0.4829901
#> [287,] 0.6138206 0.6258570 0.6316503
#> [288,] 0.6451728 0.7153484 0.7342928
#> [289,] 0.6114719 0.6192851 0.6266038
#> [290,] 0.5781087 0.5827618 0.6138800
#> [291,] 0.6425301 0.6819474 0.6829077
#> [292,] 0.4792291 0.4895160 0.5001289
#> [293,] 0.7747317 0.7805711 0.7970839
#> [294,] 0.3772373 0.4391471 0.4426934
#> [295,] 0.4870607 0.4916920 0.5247036
#> [296,] 0.3542323 0.4007143 0.4426934
#> [297,] 0.6482165 0.6535045 0.6790099
#> [298,] 0.3340712 0.3551758 0.3720872
#> [299,] 0.3915417 0.4691617 0.4911199
#> [300,] 0.5273184 0.5361058 0.5535644
#> [301,] 0.4827789 0.5122623 0.5127652
#> [302,] 0.5874065 0.6022876 0.6091673
#> [303,] 0.4485884 0.4604769 0.4773040
#> [304,] 0.4242782 0.4286045 0.4326960
#> [305,] 0.4442478 0.4621216 0.4645850
#> [306,] 0.6003848 0.6070352 0.6127631
#> [307,] 0.5646470 0.5699875 0.6380768
#> [308,] 0.6688288 0.7035509 0.7332956
#> [309,] 0.5970195 0.6308511 0.6352406
#> [310,] 0.5613121 0.5690988 0.5707186
#> [311,] 0.4829981 0.4916920 0.5005609
#> [312,] 0.4548501 0.4755712 0.4876131
#> [313,] 0.3570568 0.3898474 0.4378815
#> [314,] 0.5865146 0.6194974 0.6444286
#> [315,] 0.5645567 0.5736988 0.5751111
#> [316,] 0.5072500 0.5247036 0.5293585
#> [317,] 0.6310271 0.6524323 0.7012539
#> [318,] 0.3511319 0.3689213 0.4156221
#> [319,] 0.4583369 0.4792291 0.4915102
#> [320,] 0.3873573 0.3916980 0.4101311
#> [321,] 0.3533459 0.3677394 0.3887316
#> [322,] 0.4248500 0.4393406 0.4397522
#> [323,] 0.5661860 0.6488295 0.6601812
#> [324,] 0.5202264 0.5406792 0.5500430
#> [325,] 0.4783959 0.4858275 0.4994799
#> [326,] 0.4996063 0.5025057 0.5039334
#> [327,] 0.4077118 0.4286045 0.4349082
#> [328,] 0.3979867 0.4149498 0.4645850
#> [329,] 0.5303413 0.5617120 0.5778271
#> [330,] 0.4433164 0.4453527 0.4518346
#> [331,] 0.3570568 0.3763417 0.3916980
#> [332,] 0.5153826 0.5271807 0.5300508
#> [333,] 0.4141084 0.4352617 0.4378815
#> [334,] 0.4099986 0.4141084 0.4239123
#> [335,] 0.4896864 0.5361058 0.5377178
#> [336,] 0.5379505 0.5393247 0.5581738
#> [337,] 0.5157387 0.5453342 0.5712731
#> [338,] 0.4410284 0.5046116 0.5101066
#> [339,] 0.5222705 0.5556675 0.5581738
#> [340,] 0.4451239 0.5500430 0.5535644
#>
#> $ind
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10]
#> [1,] 1 77 92 40 89 23 93 234 6 73
#> [2,] 2 196 113 169 4 181 5 339 120 162
#> [3,] 3 15 316 12 296 25 43 7 59 16
#> [4,] 4 307 339 337 2 47 169 180 196 41
#> [5,] 5 177 174 42 163 171 162 198 173 175
#> [6,] 6 234 186 82 1 62 44 271 212 203
#> [7,] 7 161 164 45 75 296 33 48 165 78
#> [8,] 8 315 71 23 188 57 13 53 303 295
#> [9,] 9 77 73 66 186 147 55 1 234 56
#> [10,] 10 22 85 144 214 96 97 34 270 81
#> [11,] 11 94 60 64 183 142 159 102 172 104
#> [12,] 12 59 31 16 15 3 123 7 45 164
#> [13,] 13 188 318 305 233 333 321 293 313 298
#> [14,] 14 300 334 299 312 340 335 333 46 304
#> [15,] 15 3 16 12 296 322 123 320 7 305
#> [16,] 16 123 12 31 15 17 59 3 308 305
#> [17,] 17 16 123 308 121 118 15 138 105 31
#> [18,] 18 113 157 120 103 156 150 273 2 50
#> [19,] 19 103 300 126 273 4 306 18 113 14
#> [20,] 20 154 266 281 259 277 132 254 107 194
#> [21,] 21 221 116 277 211 255 214 266 281 259
#> [22,] 22 144 137 10 257 232 130 28 139 253
#> [23,] 23 40 212 93 32 1 269 89 226 61
#> [24,] 24 38 271 251 243 145 252 205 215 246
#> [25,] 25 43 81 68 78 168 301 3 316 310
#> [26,] 26 95 291 93 89 39 74 92 142 40
#> [27,] 27 92 89 1 82 77 55 78 73 316
#> [28,] 28 268 34 245 247 274 251 96 246 289
#> [29,] 29 146 240 36 290 323 97 311 295 32
#> [30,] 30 91 104 119 105 142 110 131 289 118
#> [31,] 31 12 16 59 147 123 39 74 164 7
#> [32,] 32 269 223 226 240 23 146 212 236 290
#> [33,] 33 75 296 330 161 320 45 7 305 316
#> [34,] 34 28 96 85 268 37 251 323 97 236
#> [35,] 35 231 255 226 37 96 278 239 302 290
#> [36,] 36 29 303 316 295 311 146 291 304 240
#> [37,] 37 96 323 245 236 100 35 226 290 279
#> [38,] 38 24 271 83 70 88 251 65 205 94
#> [39,] 39 74 76 88 26 63 93 164 92 89
#> [40,] 40 93 23 89 1 92 212 234 88 39
#> [41,] 41 162 163 339 165 170 48 68 173 336
#> [42,] 42 177 5 173 174 163 162 48 198 171
#> [43,] 43 25 68 78 168 170 95 63 164 81
#> [44,] 44 234 87 77 55 86 1 73 6 62
#> [45,] 45 161 7 75 330 164 33 59 296 67
#> [46,] 46 325 340 299 292 312 14 315 334 324
#> [47,] 47 150 306 317 50 4 307 103 335 178
#> [48,] 48 165 68 173 163 67 162 7 42 164
#> [49,] 49 153 184 99 72 185 151 167 152 155
#> [50,] 50 150 120 47 317 160 179 178 110 307
#> [51,] 51 338 149 311 319 327 326 332 334 324
#> [52,] 52 237 265 284 189 117 276 106 143 222
#> [53,] 53 262 238 203 239 286 278 297 207 315
#> [54,] 54 113 69 90 147 18 56 293 31 122
#> [55,] 55 77 73 86 66 67 44 9 62 27
#> [56,] 56 218 186 69 182 90 148 9 65 66
#> [57,] 57 82 186 8 233 77 315 9 27 1
#> [58,] 58 64 171 213 170 79 162 175 165 163
#> [59,] 59 12 45 31 164 7 330 296 16 161
#> [60,] 60 64 11 172 94 58 159 213 183 104
#> [61,] 61 71 93 23 269 88 40 26 223 39
#> [62,] 62 84 217 86 87 6 193 187 145 197
#> [63,] 63 79 74 76 165 164 48 78 174 58
#> [64,] 64 58 213 60 79 171 170 63 175 11
#> [65,] 65 83 70 197 195 187 227 182 189 183
#> [66,] 66 198 86 9 55 182 73 69 77 72
#> [67,] 67 78 48 164 73 76 63 7 161 75
#> [68,] 68 170 48 43 336 165 78 41 25 7
#> [69,] 69 176 218 56 293 180 169 66 54 186
#> [70,] 70 65 83 227 183 94 38 234 182 202
#> [71,] 71 61 8 23 212 59 12 123 31 90
#> [72,] 72 193 184 153 155 49 228 84 199 218
#> [73,] 73 77 67 55 76 9 164 78 74 1
#> [74,] 74 76 39 63 164 78 26 95 67 59
#> [75,] 75 33 161 330 296 45 7 164 320 78
#> [76,] 76 74 63 39 164 73 78 67 77 79
#> [77,] 77 73 55 1 9 44 92 76 67 234
#> [78,] 78 67 164 43 48 68 63 7 76 74
#> [79,] 79 63 171 58 64 213 175 48 174 165
#> [80,] 80 229 249 288 108 264 194 201 258 273
#> [81,] 81 25 43 301 332 310 336 68 168 326
#> [82,] 82 6 231 1 27 35 203 57 226 23
#> [83,] 83 65 70 189 227 195 197 38 112 183
#> [84,] 84 217 228 62 184 148 155 193 191 197
#> [85,] 85 34 10 96 97 28 22 95 291 81
#> [86,] 86 55 66 187 62 44 87 77 73 198
#> [87,] 87 44 145 187 62 86 256 197 11 65
#> [88,] 88 39 234 40 90 61 38 93 70 94
#> [89,] 89 92 93 40 1 291 26 27 23 39
#> [90,] 90 115 88 56 234 70 38 54 186 83
#> [91,] 91 30 104 142 289 119 11 205 60 94
#> [92,] 92 89 1 93 27 40 77 76 26 74
#> [93,] 93 40 89 23 26 92 291 1 61 39
#> [94,] 94 11 60 227 183 70 64 202 159 88
#> [95,] 95 26 43 168 291 74 78 25 63 89
#> [96,] 96 37 34 323 97 28 35 267 270 268
#> [97,] 97 267 96 270 323 29 309 302 34 36
#> [98,] 98 208 141 257 137 158 136 130 139 248
#> [99,] 99 182 49 176 185 152 169 218 157 156
#> [100,] 100 282 127 245 224 207 190 247 220 219
#> [101,] 101 141 140 139 253 124 130 109 129 98
#> [102,] 102 253 140 195 183 112 256 159 141 172
#> [103,] 103 19 18 113 150 273 120 306 47 4
#> [104,] 104 91 30 134 60 110 118 172 119 11
#> [105,] 105 121 110 30 131 122 108 119 17 126
#> [106,] 106 201 224 276 242 237 190 209 275 127
#> [107,] 107 272 261 254 259 194 277 297 192 20
#> [108,] 108 122 121 288 126 80 105 264 249 103
#> [109,] 109 124 282 275 242 190 101 230 127 219
#> [110,] 110 131 134 287 105 317 104 50 119 150
#> [111,] 111 246 260 250 204 252 210 243 274 279
#> [112,] 112 189 129 128 210 285 260 117 284 253
#> [113,] 113 18 120 2 156 103 54 157 169 176
#> [114,] 114 134 160 178 179 141 167 287 98 317
#> [115,] 115 276 237 90 201 106 52 122 288 242
#> [116,] 116 21 263 266 241 309 278 277 324 270
#> [117,] 117 284 192 210 132 129 143 216 128 112
#> [118,] 118 308 104 17 119 202 138 2 196 60
#> [119,] 119 131 30 202 308 118 110 156 105 104
#> [120,] 120 156 18 113 150 50 103 2 131 143
#> [121,] 121 122 108 105 17 308 123 103 119 126
#> [122,] 122 121 108 105 288 115 119 103 80 308
#> [123,] 123 16 12 17 31 15 59 121 3 71
#> [124,] 124 109 242 101 282 190 275 285 247 140
#> [125,] 125 143 265 284 129 275 131 117 210 101
#> [126,] 126 300 133 108 14 306 334 19 264 338
#> [127,] 127 190 282 258 235 219 224 100 275 242
#> [128,] 128 244 112 260 208 158 210 253 117 191
#> [129,] 129 210 284 112 285 117 125 143 128 189
#> [130,] 130 139 248 137 230 136 98 101 274 141
#> [131,] 131 119 110 125 156 101 143 105 120 285
#> [132,] 132 216 117 192 154 284 254 272 155 20
#> [133,] 133 126 149 338 306 334 335 300 138 51
#> [134,] 134 114 104 110 287 141 172 101 179 137
#> [135,] 135 273 154 306 229 20 265 263 317 194
#> [136,] 136 281 257 216 98 130 248 154 208 263
#> [137,] 137 130 139 248 98 141 230 257 144 22
#> [138,] 138 310 339 15 17 133 118 3 168 332
#> [139,] 139 130 248 230 137 101 140 98 141 253
#> [140,] 140 253 101 139 141 111 102 246 124 130
#> [141,] 141 101 98 253 208 137 140 139 130 158
#> [142,] 142 91 26 95 11 30 291 289 94 205
#> [143,] 143 284 125 265 117 129 156 132 210 131
#> [144,] 144 257 22 137 232 281 214 130 136 248
#> [145,] 145 215 225 243 251 271 87 252 24 246
#> [146,] 146 240 29 223 290 32 36 226 295 269
#> [147,] 147 174 31 42 5 76 177 164 74 59
#> [148,] 148 222 84 218 228 261 186 56 72 107
#> [149,] 149 338 322 51 334 312 331 326 332 337
#> [150,] 150 50 47 317 120 103 18 160 4 306
#> [151,] 151 256 187 195 159 183 197 167 185 152
#> [152,] 152 181 185 159 151 175 167 198 182 183
#> [153,] 153 193 72 49 184 151 152 155 167 199
#> [154,] 154 20 132 281 216 136 266 272 135 194
#> [155,] 155 184 192 244 228 72 193 132 199 216
#> [156,] 156 120 113 18 143 131 185 99 119 50
#> [157,] 157 18 176 169 180 113 99 4 49 120
#> [158,] 158 208 128 98 244 257 216 232 155 253
#> [159,] 159 183 172 185 151 152 60 227 202 187
#> [160,] 160 114 178 50 98 167 141 158 150 208
#> [161,] 161 75 7 33 45 296 330 320 164 48
#> [162,] 162 163 165 41 174 171 5 170 48 42
#> [163,] 163 162 171 174 5 42 177 165 173 41
#> [164,] 164 7 78 74 45 76 67 63 48 161
#> [165,] 165 162 163 48 170 174 41 63 68 7
#> [166,] 166 179 196 307 339 175 181 41 213 171
#> [167,] 167 185 151 152 178 49 172 160 159 153
#> [168,] 168 43 95 310 25 170 81 68 3 64
#> [169,] 169 176 180 157 2 198 99 181 4 5
#> [170,] 170 68 165 58 162 41 163 48 171 43
#> [171,] 171 175 163 162 177 58 5 174 79 213
#> [172,] 172 159 185 60 183 202 167 104 181 64
#> [173,] 173 42 163 177 48 5 162 171 174 41
#> [174,] 174 5 163 177 42 162 171 165 79 48
#> [175,] 175 171 213 181 177 163 79 5 58 162
#> [176,] 176 169 180 157 69 99 198 218 182 5
#> [177,] 177 5 42 174 163 198 173 171 175 162
#> [178,] 178 160 167 179 114 50 307 153 47 49
#> [179,] 179 166 307 196 50 339 178 167 114 181
#> [180,] 180 169 176 157 69 4 293 198 173 42
#> [181,] 181 175 152 171 196 5 177 166 213 198
#> [182,] 182 99 152 198 66 56 65 183 187 184
#> [183,] 183 159 151 187 227 172 185 256 152 60
#> [184,] 184 193 72 155 197 153 195 49 84 217
#> [185,] 185 159 167 172 152 151 99 183 49 181
#> [186,] 186 56 6 9 148 218 69 234 90 57
#> [187,] 187 256 197 151 195 183 86 87 159 193
#> [188,] 188 318 13 333 321 313 298 304 331 295
#> [189,] 189 112 83 285 129 237 210 284 128 117
#> [190,] 190 127 282 275 235 219 242 258 224 106
#> [191,] 191 244 260 206 192 200 250 283 261 128
#> [192,] 192 117 244 191 216 132 155 254 272 261
#> [193,] 193 72 184 153 217 155 228 84 197 187
#> [194,] 194 272 229 107 154 258 20 265 80 297
#> [195,] 195 197 151 256 187 184 65 128 83 183
#> [196,] 196 166 339 2 181 162 171 163 41 175
#> [197,] 197 195 187 256 184 65 151 217 193 128
#> [198,] 198 177 5 42 173 66 175 152 171 181
#> [199,] 199 155 254 281 228 153 257 132 216 193
#> [200,] 200 250 235 207 224 279 204 280 209 191
#> [201,] 201 106 275 242 190 127 258 249 282 276
#> [202,] 202 227 172 159 119 183 60 94 70 118
#> [203,] 203 262 286 280 53 239 261 209 206 238
#> [204,] 204 274 219 250 279 111 235 221 200 211
#> [205,] 205 289 247 251 245 268 236 24 269 124
#> [206,] 206 280 225 191 250 283 215 200 209 243
#> [207,] 207 224 239 200 279 220 238 100 235 280
#> [208,] 208 98 158 128 216 141 244 253 136 257
#> [209,] 209 220 286 280 224 225 200 206 106 252
#> [210,] 210 129 112 284 117 260 111 128 244 235
#> [211,] 211 221 274 279 250 204 232 200 21 283
#> [212,] 212 269 23 32 40 226 223 286 61 271
#> [213,] 213 175 64 58 171 79 170 181 166 60
#> [214,] 214 283 21 277 211 259 232 144 281 255
#> [215,] 215 225 145 252 243 251 206 246 280 220
#> [216,] 216 132 244 192 136 208 117 254 281 154
#> [217,] 217 84 228 62 193 184 197 232 155 191
#> [218,] 218 56 69 148 222 99 176 182 72 186
#> [219,] 219 204 235 127 190 282 274 279 258 200
#> [220,] 220 209 252 224 280 286 236 225 250 207
#> [221,] 221 211 274 279 204 250 21 219 200 207
#> [222,] 222 148 218 261 107 52 297 192 56 186
#> [223,] 223 32 269 240 146 290 288 226 61 212
#> [224,] 224 207 220 127 235 200 209 100 286 106
#> [225,] 225 215 280 206 252 220 243 209 250 246
#> [226,] 226 32 35 37 236 23 290 269 223 212
#> [227,] 227 202 70 83 183 159 94 65 172 185
#> [228,] 228 84 217 283 155 193 254 148 199 72
#> [229,] 229 80 194 273 135 249 258 264 306 14
#> [230,] 230 248 139 130 241 137 263 219 109 268
#> [231,] 231 255 35 82 239 214 329 226 302 21
#> [232,] 232 244 211 191 158 216 208 128 257 283
#> [233,] 233 313 321 330 298 328 331 188 33 13
#> [234,] 234 6 44 88 1 40 70 271 9 77
#> [235,] 235 219 190 127 200 204 224 282 258 207
#> [236,] 236 220 251 247 252 245 286 100 37 225
#> [237,] 237 106 52 285 189 242 115 129 201 276
#> [238,] 238 239 278 207 53 262 224 100 286 258
#> [239,] 239 207 238 280 200 224 279 278 286 203
#> [240,] 240 146 223 29 290 32 323 269 226 36
#> [241,] 241 263 248 230 270 116 130 139 21 136
#> [242,] 242 275 190 124 282 127 106 201 109 237
#> [243,] 243 252 246 260 111 225 215 271 250 206
#> [244,] 244 191 128 232 260 192 216 208 155 210
#> [245,] 245 247 100 274 282 279 204 268 236 219
#> [246,] 246 252 111 243 250 260 204 274 215 220
#> [247,] 247 205 245 289 236 268 100 252 251 124
#> [248,] 248 130 230 139 137 241 136 263 98 101
#> [249,] 249 80 264 288 258 201 100 238 127 229
#> [250,] 250 279 204 274 200 111 246 252 260 211
#> [251,] 251 252 24 215 236 271 246 145 205 247
#> [252,] 252 246 243 220 225 250 215 111 251 260
#> [253,] 253 140 141 101 208 128 102 139 137 112
#> [254,] 254 259 107 283 277 192 216 261 132 272
#> [255,] 255 231 35 21 239 278 214 37 302 277
#> [256,] 256 187 151 197 195 183 159 102 87 184
#> [257,] 257 281 136 144 98 208 158 137 216 232
#> [258,] 258 127 190 282 235 275 219 201 224 249
#> [259,] 259 277 254 266 107 283 281 20 272 216
#> [260,] 260 111 191 243 246 250 244 210 128 112
#> [261,] 261 107 200 283 191 192 272 254 209 206
#> [262,] 262 53 286 276 238 203 106 224 209 261
#> [263,] 263 241 116 230 248 136 219 258 130 282
#> [264,] 264 249 80 288 258 126 108 229 282 109
#> [265,] 265 125 143 284 52 273 194 117 275 237
#> [266,] 266 277 20 259 281 154 254 116 21 107
#> [267,] 267 323 97 270 96 241 268 240 264 290
#> [268,] 268 28 289 245 247 230 205 139 124 34
#> [269,] 269 32 223 212 23 236 61 226 205 240
#> [270,] 270 309 241 324 97 267 116 302 96 314
#> [271,] 271 24 243 251 225 38 145 215 252 209
#> [272,] 272 107 194 235 192 261 154 254 216 200
#> [273,] 273 135 229 103 265 306 18 194 19 150
#> [274,] 274 204 279 221 250 211 219 245 111 246
#> [275,] 275 190 242 127 282 201 258 109 124 106
#> [276,] 276 106 115 262 201 286 237 209 52 224
#> [277,] 277 259 266 254 21 281 20 107 283 214
#> [278,] 278 238 290 239 116 255 37 53 207 35
#> [279,] 279 274 250 221 204 211 207 200 220 219
#> [280,] 280 206 225 220 209 286 200 250 207 215
#> [281,] 281 136 257 266 20 154 216 259 277 254
#> [282,] 282 127 190 219 100 275 258 242 235 245
#> [283,] 283 254 259 206 191 228 261 211 200 214
#> [284,] 284 117 143 129 210 125 132 112 192 265
#> [285,] 285 129 112 237 189 242 124 210 140 111
#> [286,] 286 209 220 280 224 262 207 236 225 203
#> [287,] 287 110 317 134 248 230 101 141 114 139
#> [288,] 288 108 249 80 264 223 122 201 115 121
#> [289,] 289 205 247 268 245 124 251 28 109 236
#> [290,] 290 323 240 278 29 146 37 223 226 32
#> [291,] 291 26 93 95 89 92 36 316 142 40
#> [292,] 292 325 302 329 46 311 327 319 315 299
#> [293,] 293 13 69 180 19 176 233 54 305 188
#> [294,] 294 305 320 331 328 322 298 337 333 296
#> [295,] 295 304 303 318 188 333 36 298 311 316
#> [296,] 296 33 320 161 75 330 305 7 45 294
#> [297,] 297 107 277 266 194 259 20 46 53 222
#> [298,] 298 331 321 318 333 313 327 188 304 294
#> [299,] 299 312 334 340 14 335 46 325 324 300
#> [300,] 300 14 334 126 333 312 299 304 335 340
#> [301,] 301 326 332 328 320 336 33 296 161 68
#> [302,] 302 292 329 309 324 325 311 327 319 46
#> [303,] 303 295 316 298 318 304 330 36 188 313
#> [304,] 304 333 318 295 338 298 311 188 327 331
#> [305,] 305 294 320 296 330 298 331 33 318 328
#> [306,] 306 335 47 317 135 273 133 14 300 126
#> [307,] 307 166 4 339 179 196 47 41 336 337
#> [308,] 308 118 17 119 121 2 202 16 31 113
#> [309,] 309 324 270 302 314 116 325 292 299 241
#> [310,] 310 336 168 170 68 332 25 138 43 339
#> [311,] 311 327 304 292 338 51 319 302 295 298
#> [312,] 312 299 334 335 14 340 149 46 300 333
#> [313,] 313 321 298 327 188 233 318 331 319 333
#> [314,] 314 324 309 335 299 340 312 325 46 116
#> [315,] 315 188 292 46 8 313 325 321 13 318
#> [316,] 316 303 3 36 33 296 330 75 295 25
#> [317,] 317 150 47 50 287 110 306 114 135 160
#> [318,] 318 188 333 298 304 321 331 313 295 13
#> [319,] 319 327 321 313 331 311 298 329 292 51
#> [320,] 320 328 296 294 305 33 301 161 331 298
#> [321,] 321 313 298 327 331 188 318 233 319 333
#> [322,] 322 149 294 338 332 331 320 298 333 304
#> [323,] 323 290 96 267 37 240 97 29 278 270
#> [324,] 324 309 314 302 325 270 299 292 51 340
#> [325,] 325 46 292 299 340 302 324 329 327 319
#> [326,] 326 332 301 328 149 320 337 336 51 331
#> [327,] 327 319 321 311 313 298 331 292 304 318
#> [328,] 328 320 331 301 294 326 337 298 332 305
#> [329,] 329 292 302 327 319 325 311 313 321 315
#> [330,] 330 33 75 296 45 161 305 233 303 320
#> [331,] 331 298 333 321 328 294 318 313 327 320
#> [332,] 332 326 301 322 320 328 149 331 310 338
#> [333,] 333 318 304 298 331 188 321 334 327 313
#> [334,] 334 299 14 312 300 335 338 340 333 149
#> [335,] 335 312 299 306 334 14 340 149 300 314
#> [336,] 336 68 310 301 41 170 326 166 332 339
#> [337,] 337 328 294 331 149 326 320 322 4 298
#> [338,] 338 149 304 322 51 334 311 333 298 331
#> [339,] 339 41 196 166 307 162 170 4 163 336
#> [340,] 340 299 46 14 312 325 334 335 324 300
#>
#> $execution.time
#> user system elapsed
#> 0.383 0.500 0.328
#>
# }