perform the SIMLR clustering algorithm for large scale datasets

SIMLR_Large_Scale(X, c, k = 10, kk = 100, if.impute = FALSE, normalize = FALSE)

Arguments

X

an (m x n) data matrix of gene expression measurements of individual cells or and object of class SCESet

c

number of clusters to be estimated over X

k

tuning parameter

kk

number of principal components to be assessed in the PCA

if.impute

should I traspose the input data?

normalize

should I normalize the input data?

Value

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

Examples

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 183, 157
#> 
#> Cluster means:
#>        [,1]       [,2]
#> 1 0.2071117  0.7928489
#> 2 0.8008272 -0.1733358
#> 
#> Clustering vector:
#>   [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 1 1 1 2 1 1 1 1 1 2 1 1 2
#>  [38] 1 1 1 1 2 1 1 1 2 2 1 2 1 2 2 2 2 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 2 1 1
#>  [75] 1 1 1 1 1 1 1 1 2 2 2 1 1 1 1 1 1 1 1 2 1 2 2 2 1 2 1 1 1 1 2 1 2 1 1 1 1
#> [112] 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 2 2 1 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2
#> [149] 2 2 1 1 2 2 2 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 2 1 2
#> [186] 1 2 1 2 2 2 2 1 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2
#> [223] 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
#> [260] 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1
#> [297] 1 1 1 2 1 2 1 1 1 1 1 1 2 1 1 1 2 2 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1
#> [334] 1 1 1 1 2 1 2
#> 
#> Within cluster sum of squares by cluster:
#> [1] 1.003122 1.879472
#>  (between_SS / total_SS =  97.4 %)
#> 
#> Available components:
#> 
#> [1] "cluster"      "centers"      "totss"        "withinss"     "tot.withinss"
#> [6] "betweenss"    "size"         "iter"         "ifault"      
#> 
#> $S0
#>             [,1]         [,2]         [,3]         [,4]         [,5]
#>   [1,] 0.2662526 2.608231e-01 1.933516e-02 1.285185e-01 1.437383e-01
#>   [2,] 0.3347766 7.575520e-02 4.595670e-03 2.494271e-02 1.699193e-01
#>   [3,] 0.2251172 1.822262e-01 1.621244e-01 1.262711e-01 1.518741e-01
#>   [4,] 0.2827848 1.907875e-01 1.624809e-01 9.765277e-02 2.871906e-02
#>   [5,] 0.3048857 2.429517e-01 2.115486e-01 1.316186e-01 3.203243e-02
#>   [6,] 0.3634058 3.131458e-01 2.044162e-01 4.147700e-02 7.074345e-02
#>   [7,] 0.3712317 1.185944e-01 8.346750e-02 2.869946e-02 2.245632e-01
#>   [8,] 0.2741934 2.355052e-01 1.693688e-01 1.009263e-01 2.222484e-05
#>   [9,] 0.2933974 1.988432e-01 2.140507e-01 1.230082e-01 1.379495e-01
#>  [10,] 0.3316539 2.214603e-01 4.466210e-02 2.941115e-05 2.249390e-01
#>  [11,] 0.3322472 2.992695e-01 1.707154e-01 3.675894e-02 1.468265e-01
#>  [12,] 0.3358630 1.128219e-03 8.967385e-02 4.445503e-02 1.960563e-01
#>  [13,] 0.3242932 1.752499e-01 2.928021e-05 1.370305e-01 5.251937e-02
#>  [14,] 0.2700197 1.820021e-01 1.294470e-01 1.711732e-01 3.003172e-05
#>  [15,] 0.3802387 3.034277e-01 1.433804e-01 4.583257e-02 1.269986e-01
#>  [16,] 0.3701385 3.162527e-01 2.210947e-01 2.456798e-05 2.756323e-05
#>  [17,] 0.2545297 2.491002e-01 1.929520e-01 8.314453e-02 2.806379e-05
#>  [18,] 0.2774027 1.914363e-01 1.626732e-01 1.071416e-01 2.652406e-05
#>  [19,] 0.2514537 1.858667e-01 1.749313e-01 6.661266e-02 1.487624e-01
#>  [20,] 0.2448445 2.266777e-01 3.253584e-05 1.639445e-01 1.495030e-01
#>  [21,] 0.2892913 2.262642e-01 1.895943e-01 1.790971e-01 1.113128e-01
#>  [22,] 0.2292827 1.645787e-01 1.795420e-01 1.118298e-01 1.350626e-01
#>  [23,] 0.2949003 2.433820e-01 2.069668e-02 1.774474e-01 1.937279e-03
#>  [24,] 0.3886651 3.478719e-01 2.201500e-01 4.291617e-02 3.072624e-05
#>  [25,] 0.3232168 2.455815e-01 3.616996e-02 3.386343e-02 2.605870e-05
#>  [26,] 0.3010579 1.943430e-01 2.198921e-01 1.265932e-01 6.887527e-02
#>  [27,] 0.2880611 2.452889e-01 2.507698e-01 1.920170e-04 1.308928e-01
#>  [28,] 0.4050212 2.739525e-01 1.440634e-01 2.423166e-05 2.791425e-05
#>  [29,] 0.2952585 2.751907e-01 2.118685e-01 1.082216e-01 1.027929e-01
#>  [30,] 0.3165469 1.352475e-01 1.378653e-01 1.194524e-01 1.635775e-04
#>  [31,] 0.2896150 1.429471e-01 2.084492e-01 9.242687e-02 9.488788e-02
#>  [32,] 0.2854754 2.481841e-01 2.356892e-01 2.291799e-04 1.755941e-04
#>  [33,] 0.2968489 2.767810e-01 2.482559e-01 9.585334e-02 8.376566e-03
#>  [34,] 0.3174488 3.134986e-01 2.694901e-01 3.303052e-05 2.063499e-03
#>  [35,] 0.2934083 2.314310e-01 1.251381e-01 1.077292e-01 1.751169e-01
#>  [36,] 0.2942170 2.514449e-01 2.444308e-01 3.528991e-03 1.809311e-03
#>  [37,] 0.3100141 2.644309e-01 2.215318e-01 1.544928e-01 4.938271e-02
#>  [38,] 0.3214689 2.594916e-01 2.602614e-01 6.547846e-03 3.906490e-04
#>  [39,] 0.3639412 1.040726e-01 1.753773e-01 1.288751e-01 7.611832e-02
#>  [40,] 0.2306071 2.156866e-01 1.422470e-01 7.516047e-02 1.230863e-01
#>  [41,] 0.3113896 2.612792e-01 4.781429e-02 1.775472e-01 9.366501e-02
#>  [42,] 0.4578591 3.267899e-01 1.253743e-01 6.830824e-02 2.154935e-02
#>  [43,] 0.3246546 2.865829e-05 2.406880e-01 9.458963e-02 1.528558e-01
#>  [44,] 0.2798129 1.522907e-01 2.130415e-01 7.138093e-02 4.847660e-02
#>  [45,] 0.2957270 2.163804e-01 8.877513e-02 1.904390e-01 1.352077e-01
#>  [46,] 0.2964265 2.643271e-01 1.916296e-01 2.717795e-05 9.251646e-02
#>  [47,] 0.3737299 2.663802e-01 2.254744e-01 1.342882e-01 3.093234e-05
#>  [48,] 0.2807071 2.322086e-01 2.006628e-01 1.102798e-01 1.038138e-01
#>  [49,] 0.2726221 2.097323e-01 1.192894e-01 1.207371e-01 1.546285e-01
#>  [50,] 0.3614243 1.242156e-01 1.168993e-01 6.397807e-02 1.727763e-01
#>  [51,] 0.4282629 2.259619e-01 2.261064e-01 2.658492e-02 1.164337e-02
#>  [52,] 0.2838270 2.431214e-01 2.264141e-01 1.569627e-01 8.953709e-02
#>  [53,] 0.3336160 2.610194e-01 2.713690e-01 2.575341e-02 1.040856e-01
#>  [54,] 0.2603634 1.672459e-01 1.721112e-01 1.572369e-01 1.655095e-01
#>  [55,] 0.2215752 1.498001e-01 1.190277e-01 1.366013e-01 1.458855e-01
#>  [56,] 0.2578207 1.969403e-01 1.089011e-01 7.203628e-02 2.374293e-05
#>  [57,] 0.3427785 3.098009e-01 2.481556e-01 9.881625e-02 3.015877e-04
#>  [58,] 0.2482898 1.599297e-01 1.884616e-01 2.877714e-05 1.430018e-01
#>  [59,] 0.3173454 2.973590e-01 2.227222e-01 2.637399e-05 1.558135e-01
#>  [60,] 0.2693927 2.185393e-01 2.268494e-01 9.255916e-02 2.747779e-05
#>  [61,] 0.3033311 2.428887e-01 2.159654e-01 1.191033e-01 8.153949e-02
#>  [62,] 0.2812746 2.327761e-01 1.892944e-01 1.537522e-01 1.130042e-01
#>  [63,] 0.3283253 2.027827e-01 4.074334e-02 1.665369e-01 1.545285e-02
#>  [64,] 0.3248575 3.086759e-01 2.305385e-01 1.487011e-02 1.209303e-01
#>  [65,] 0.3084775 2.486493e-01 2.020819e-04 2.220064e-01 2.976672e-05
#>  [66,] 0.3362016 1.794243e-01 1.867862e-03 1.449876e-01 1.843167e-01
#>  [67,] 0.3183736 2.229669e-01 1.126259e-01 1.928310e-01 1.306397e-01
#>  [68,] 0.3891952 2.262419e-01 1.901720e-01 7.304372e-02 1.187180e-01
#>  [69,] 0.3006424 2.859693e-05 1.690606e-01 1.565130e-01 3.029554e-05
#>  [70,] 0.3784218 1.793200e-01 1.005800e-03 5.515534e-02 2.505485e-05
#>  [71,] 0.2811322 2.357878e-01 6.781936e-02 1.971656e-01 2.962203e-05
#>  [72,] 0.3712487 3.277511e-01 1.318465e-01 1.690033e-01 2.390426e-05
#>  [73,] 0.3152303 2.806346e-01 2.613940e-01 8.390244e-02 1.370212e-02
#>  [74,] 0.3873638 2.158369e-01 5.299161e-02 1.274946e-01 1.347258e-01
#>  [75,] 0.3775307 1.886902e-01 6.741332e-02 1.207091e-01 2.795626e-05
#>  [76,] 0.3340555 2.389887e-01 4.551171e-02 6.049802e-02 8.481240e-02
#>  [77,] 0.3030687 2.684731e-01 1.683739e-01 1.563369e-01 8.538091e-02
#>  [78,] 0.3614032 1.956504e-01 1.922845e-01 1.263369e-01 2.769650e-05
#>  [79,] 0.2765170 1.845369e-01 1.964727e-01 1.819628e-01 9.085725e-02
#>  [80,] 0.3265138 3.103323e-01 1.141482e-01 1.387799e-01 2.709704e-05
#>  [81,] 0.3396010 3.037417e-01 1.203226e-01 8.201864e-02 1.541800e-01
#>  [82,] 0.2185023 2.035818e-01 9.156982e-02 1.159547e-01 1.090015e-01
#>  [83,] 0.3251799 2.064341e-01 8.367457e-02 2.752577e-05 1.947135e-01
#>  [84,] 0.3101732 2.474794e-01 1.560994e-01 1.914272e-01 2.888600e-05
#>  [85,] 0.2507430 2.312029e-01 1.474367e-01 1.525916e-01 1.305534e-01
#>  [86,] 0.3708156 1.992891e-01 2.016970e-01 1.262904e-01 2.025880e-05
#>  [87,] 0.2641009 1.858004e-01 1.565801e-01 2.803023e-05 1.172938e-01
#>  [88,] 0.2438538 1.985095e-01 2.865635e-05 1.343530e-01 7.456044e-02
#>  [89,] 0.2644336 2.453688e-01 1.926582e-01 1.375009e-01 3.062284e-05
#>  [90,] 0.2170601 2.462918e-02 1.246594e-01 1.219172e-01 8.928984e-02
#>  [91,] 0.2876741 2.637904e-01 2.188866e-01 2.787250e-05 1.008882e-01
#>  [92,] 0.2988625 2.072467e-01 2.055255e-01 1.172871e-01 1.214005e-01
#>  [93,] 0.2590499 2.399851e-01 1.807493e-01 2.940929e-05 1.018817e-01
#>  [94,] 0.2971638 1.286488e-01 1.869697e-01 1.839574e-01 7.290407e-02
#>  [95,] 0.2954592 2.715755e-01 2.120691e-01 1.055289e-01 4.184636e-02
#>  [96,] 0.3043596 2.413325e-01 1.911532e-01 2.754469e-05 1.036584e-01
#>  [97,] 0.2445942 1.930759e-01 1.670663e-01 1.817044e-01 1.169902e-01
#>  [98,] 0.3649836 2.163592e-05 1.696835e-01 1.188064e-01 1.993143e-01
#>  [99,] 0.2517014 1.317665e-01 1.954753e-01 4.311341e-02 2.776656e-05
#> [100,] 0.3285188 2.220428e-01 2.016539e-01 3.245471e-05 1.873539e-05
#> [101,] 0.2400927 2.129301e-01 1.735373e-01 1.745057e-01 1.300512e-01
#> [102,] 0.5397013 1.403983e-02 3.714779e-01 3.130293e-04 5.729542e-04
#> [103,] 0.2450397 1.052334e-01 1.334571e-01 1.254100e-01 1.048457e-01
#> [104,] 0.2892338 2.041438e-01 2.995344e-05 2.573800e-05 1.376743e-01
#> [105,] 0.2634682 2.155095e-01 2.019042e-01 9.714638e-02 1.653167e-01
#> [106,] 0.4121435 3.134128e-01 2.773223e-05 3.409601e-05 2.663719e-05
#> [107,] 0.3094697 1.699827e-01 2.163521e-01 2.638878e-05 2.305457e-05
#> [108,] 0.2692361 1.874972e-01 4.351966e-05 1.739724e-01 8.947968e-05
#> [109,] 0.3092876 1.530543e-01 1.496100e-01 5.166404e-03 1.690933e-01
#> [110,] 0.3248270 2.200505e-01 1.684953e-01 1.324866e-01 1.648141e-02
#> [111,] 0.2502619 2.068941e-01 1.402203e-01 1.076076e-01 9.539593e-02
#> [112,] 0.2915441 2.134189e-01 1.947046e-01 2.717863e-05 3.050447e-02
#> [113,] 0.3098642 2.559785e-01 2.218463e-01 1.502848e-01 6.189933e-02
#> [114,] 0.2602378 2.340537e-01 1.054794e-01 1.784989e-01 6.525435e-02
#> [115,] 0.2594672 2.481231e-01 1.472383e-01 3.297081e-05 6.271745e-02
#> [116,] 0.2513475 1.217565e-01 9.459491e-02 8.784617e-02 1.148805e-01
#> [117,] 0.2404848 1.774920e-01 1.358118e-01 3.336842e-04 1.556346e-01
#> [118,] 0.2691554 2.496154e-01 1.573617e-01 1.695824e-01 1.541391e-01
#> [119,] 0.2534733 1.961522e-01 1.925929e-01 1.507819e-01 5.168246e-02
#> [120,] 0.3384658 2.882060e-01 1.212400e-01 9.216308e-02 9.249817e-02
#> [121,] 0.3452826 3.434899e-01 1.945070e-03 2.135011e-01 2.006734e-03
#> [122,] 0.2552753 1.978625e-01 1.741319e-01 2.678081e-05 1.346738e-01
#> [123,] 0.3056382 5.984419e-02 1.936851e-01 2.136409e-01 2.623537e-05
#> [124,] 0.3449621 2.617262e-01 1.859724e-01 1.277132e-01 6.983443e-02
#> [125,] 0.3528966 7.783290e-02 5.444911e-02 8.780629e-02 2.751294e-05
#> [126,] 0.3200909 3.182982e-01 1.667283e-01 3.030311e-03 6.098937e-05
#> [127,] 0.4391344 1.792297e-01 3.219403e-01 2.014454e-03 5.756708e-02
#> [128,] 0.3274029 2.785381e-01 7.463291e-02 1.342908e-01 2.427545e-05
#> [129,] 0.2893497 2.459819e-01 1.925103e-01 6.621595e-02 2.821350e-02
#> [130,] 0.4358276 3.367861e-01 1.914868e-01 3.578525e-02 2.190055e-05
#> [131,] 0.3059403 3.019901e-01 2.443764e-01 2.894764e-02 3.077617e-05
#> [132,] 0.3094623 2.851530e-01 5.314476e-05 2.327575e-01 9.560404e-05
#> [133,] 0.3001989 1.882458e-01 3.590372e-02 1.353418e-01 1.308964e-01
#> [134,] 0.3081946 2.584539e-01 1.754139e-01 2.314898e-01 3.292067e-05
#> [135,] 0.2867393 2.540777e-01 2.564011e-01 1.882044e-01 2.804473e-05
#> [136,] 0.3830488 3.110111e-01 1.228459e-01 1.067051e-01 6.619420e-02
#> [137,] 0.3756950 2.522591e-01 2.515086e-05 2.423908e-01 2.611457e-05
#> [138,] 0.3349443 1.763764e-02 6.360159e-02 1.546306e-01 1.063142e-01
#> [139,] 0.4046748 2.575986e-01 1.921310e-01 9.350112e-02 3.079500e-05
#> [140,] 0.4087290 3.546613e-01 7.351421e-02 2.042578e-02 2.566556e-05
#> [141,] 0.2610226 2.853255e-05 1.668025e-01 2.891665e-05 3.586751e-02
#> [142,] 0.2475734 9.992000e-02 1.733603e-01 1.182998e-01 1.480004e-01
#> [143,] 0.4551162 3.412544e-01 2.034546e-01 2.091160e-05 1.821039e-05
#> [144,] 0.3338183 2.639397e-01 2.244822e-01 2.650725e-05 2.609478e-02
#> [145,] 0.3297241 2.598454e-01 2.492432e-01 1.610307e-01 2.576711e-05
#> [146,] 0.3619857 3.079883e-01 1.490128e-01 1.412021e-01 1.628875e-05
#> [147,] 0.4224811 1.088918e-01 2.112441e-05 1.959657e-05 1.699561e-01
#> [148,] 0.4519773 3.784602e-01 2.743050e-05 2.413886e-05 3.012931e-02
#> [149,] 0.3562686 2.328328e-01 2.249314e-05 2.497921e-01 3.015082e-05
#> [150,] 0.3294777 9.890444e-02 1.010364e-02 9.997873e-02 1.962209e-01
#> [151,] 0.3418711 2.832034e-01 2.910800e-05 1.712159e-05 3.798109e-04
#> [152,] 0.3100903 1.103331e-01 1.081356e-01 1.998965e-01 1.183374e-01
#> [153,] 0.2511334 2.307209e-01 1.813949e-01 1.263230e-01 1.217818e-01
#> [154,] 0.3967509 2.484983e-01 1.945938e-01 4.022485e-03 2.183282e-05
#> [155,] 0.3280613 2.577311e-01 2.658139e-01 9.745421e-02 5.081875e-02
#> [156,] 0.3061641 1.972937e-01 1.366909e-01 2.811383e-05 2.128573e-02
#> [157,] 0.3268793 2.772052e-01 2.843358e-01 3.484583e-05 1.551464e-05
#> [158,] 0.3571289 3.128018e-01 1.639601e-01 1.659584e-01 2.854217e-05
#> [159,] 0.3373588 2.898026e-01 1.383356e-01 1.341087e-01 9.778853e-02
#> [160,] 0.3480097 2.931810e-01 2.386728e-01 2.450227e-02 1.371244e-05
#> [161,] 0.3397178 2.446509e-01 9.298391e-02 1.357189e-01 3.537712e-02
#> [162,] 0.3471753 2.518740e-01 2.527216e-01 1.480724e-01 2.703424e-05
#> [163,] 0.3491443 3.015882e-01 7.874509e-02 1.665948e-01 7.311013e-02
#> [164,] 0.3486782 2.532713e-01 2.078773e-01 5.495888e-02 2.554434e-05
#> [165,] 0.3588094 2.698748e-01 2.635080e-01 4.269876e-02 6.498473e-02
#> [166,] 0.3281698 1.456211e-01 1.984174e-01 2.871464e-05 1.870655e-01
#> [167,] 0.3542624 3.520968e-01 5.031934e-02 4.062302e-02 3.166869e-02
#> [168,] 0.2736815 2.235712e-01 2.345047e-01 1.757226e-01 9.238199e-02
#> [169,] 0.3191905 2.800137e-01 1.853483e-01 1.688230e-01 3.432850e-02
#> [170,] 0.2706311 2.018438e-01 1.726723e-01 1.202637e-01 5.764037e-02
#> [171,] 0.3331283 1.977868e-01 3.869370e-05 1.107862e-01 2.191870e-04
#> [172,] 0.3336299 3.224804e-01 1.470797e-01 1.338389e-01 2.421347e-05
#> [173,] 0.3338715 2.449366e-01 2.394172e-01 1.709169e-01 1.074553e-02
#> [174,] 0.3604875 1.236187e-01 1.565956e-01 1.684961e-01 1.716464e-01
#> [175,] 0.3631183 2.284235e-01 4.570426e-02 1.266624e-01 2.900999e-05
#> [176,] 0.3653792 1.267692e-01 2.577652e-01 3.186068e-04 2.077189e-03
#> [177,] 0.3711576 2.943467e-01 1.672654e-01 1.670753e-01 3.088058e-05
#> [178,] 0.3067423 2.497946e-01 1.675545e-01 1.095773e-01 1.342946e-01
#> [179,] 0.2985538 2.888901e-01 1.983143e-01 1.689620e-01 2.600190e-05
#> [180,] 0.3568953 3.030591e-01 2.101635e-01 2.872349e-05 7.401121e-02
#> [181,] 0.3388559 3.029967e-01 7.687368e-02 1.491462e-01 2.884272e-05
#> [182,] 0.2869752 2.370489e-01 2.172362e-01 1.864290e-01 3.090391e-05
#> [183,] 0.2545233 2.341108e-01 1.539777e-01 1.550122e-01 3.143816e-05
#> [184,] 0.3125458 1.671268e-02 2.329173e-01 1.592603e-01 2.385548e-05
#> [185,] 0.2725080 2.090527e-01 2.002726e-01 4.600888e-02 1.431564e-01
#> [186,] 0.3916177 2.029695e-01 1.325686e-01 2.743533e-05 9.440937e-02
#> [187,] 0.3698949 3.124002e-01 3.175607e-01 2.678226e-05 3.061300e-05
#> [188,] 0.2707832 1.722490e-01 9.596490e-02 7.751891e-02 1.010208e-01
#> [189,] 0.4496210 2.181351e-01 1.156142e-01 1.891136e-01 3.027959e-05
#> [190,] 0.3229121 2.525819e-01 2.503150e-01 1.703294e-01 2.965568e-05
#> [191,] 0.3958510 2.075110e-01 1.195055e-01 2.525552e-05 1.505776e-01
#> [192,] 0.3582704 3.515779e-01 1.299641e-01 8.480596e-02 4.576060e-02
#> [193,] 0.3284820 2.698142e-01 1.252713e-01 1.987289e-01 7.412061e-03
#> [194,] 0.3228617 2.985524e-01 4.928431e-03 1.248703e-01 2.139129e-01
#> [195,] 0.3640730 3.440865e-01 1.245585e-01 2.805683e-05 3.226583e-04
#> [196,] 0.3326796 2.827533e-01 2.082073e-04 3.514425e-05 2.078494e-01
#> [197,] 0.3188391 2.231818e-01 1.647650e-01 1.099157e-01 1.058672e-01
#> [198,] 0.3046434 2.103248e-01 1.638428e-01 9.889561e-02 9.227016e-02
#> [199,] 0.2988806 2.667812e-01 1.993693e-01 1.656238e-01 3.071479e-05
#> [200,] 0.4172203 3.966480e-01 1.859851e-01 2.885832e-05 2.971158e-05
#> [201,] 0.4450671 2.268762e-01 3.278734e-01 2.979756e-05 2.747096e-05
#> [202,] 0.2840789 2.228714e-01 2.354859e-01 1.657874e-01 9.163377e-02
#> [203,] 0.3367463 2.670579e-01 2.724010e-05 1.329919e-01 1.476696e-01
#> [204,] 0.4050907 2.090269e-01 2.409395e-01 1.447940e-01 3.036194e-05
#> [205,] 0.3427054 2.822554e-01 2.338340e-01 1.338453e-01 7.251015e-03
#> [206,] 0.3709146 3.643136e-01 1.671923e-01 2.438687e-05 2.863667e-05
#> [207,] 0.4418322 3.813822e-01 1.250059e-01 2.806091e-05 2.499169e-05
#> [208,] 0.4031487 2.046618e-01 2.070851e-01 1.849579e-01 2.715575e-05
#> [209,] 0.2553403 1.670881e-01 8.811779e-02 1.934906e-02 1.520338e-01
#> [210,] 0.4511003 2.067245e-01 1.994193e-01 1.426146e-01 1.705344e-05
#> [211,] 0.3350751 2.247658e-01 2.258597e-02 2.628393e-01 2.194351e-02
#> [212,] 0.2798490 2.066059e-01 2.141870e-01 2.969348e-05 3.089691e-05
#> [213,] 0.4111108 2.179414e-01 2.450126e-05 2.216422e-05 1.512285e-01
#> [214,] 0.3900228 3.179850e-01 1.222875e-01 1.695566e-01 2.551709e-05
#> [215,] 0.3760673 2.289908e-01 1.855700e-01 1.656695e-01 4.359583e-02
#> [216,] 0.2806724 2.202298e-01 1.234245e-01 1.602862e-01 1.114099e-01
#> [217,] 0.3471349 2.423380e-01 2.935821e-05 7.778583e-02 1.451044e-01
#> [218,] 0.2375368 2.295496e-01 1.920075e-01 6.412453e-02 1.004859e-01
#> [219,] 0.3868093 1.132461e-01 2.999882e-05 1.404690e-01 3.615145e-02
#> [220,] 0.3753299 1.495686e-01 2.450356e-05 1.530765e-01 1.020795e-01
#> [221,] 0.3662283 2.943593e-01 1.750580e-01 1.641973e-01 2.705587e-05
#> [222,] 0.4006502 3.498904e-01 2.256892e-01 2.919127e-05 2.236097e-05
#> [223,] 0.3194036 1.861003e-01 2.164713e-05 2.085170e-01 1.321196e-01
#> [224,] 0.3683405 1.548489e-01 2.288529e-01 1.359004e-01 1.851768e-05
#> [225,] 0.4680753 3.858054e-02 3.293001e-05 2.765379e-01 2.326026e-05
#> [226,] 0.3247891 2.707921e-01 2.044027e-01 1.221668e-01 2.887370e-05
#> [227,] 0.3150434 2.588173e-01 9.027254e-02 6.550700e-05 1.760665e-01
#> [228,] 0.2882498 2.368671e-01 1.851236e-01 2.071065e-01 8.211248e-04
#> [229,] 0.3732939 3.192259e-01 1.598018e-01 1.475319e-01 2.895180e-05
#> [230,] 0.2244406 1.972780e-01 1.628629e-01 1.479182e-01 7.162360e-02
#> [231,] 0.4190379 8.291931e-02 4.123267e-03 3.203073e-01 3.145492e-05
#> [232,] 0.3945506 3.210336e-01 2.254444e-05 2.050048e-05 2.842405e-01
#> [233,] 0.2953248 2.234561e-01 1.240831e-01 1.334315e-01 9.240407e-02
#> [234,] 0.3669770 3.602843e-01 2.560286e-01 1.659298e-02 3.282492e-05
#> [235,] 0.4353932 2.448968e-01 1.675137e-01 1.240696e-01 2.781353e-05
#> [236,] 0.3856931 2.476297e-05 2.164437e-05 2.470738e-01 1.796585e-05
#> [237,] 0.3279549 3.213539e-01 1.389247e-01 2.257661e-05 5.000047e-02
#> [238,] 0.3282054 1.924764e-01 1.295819e-01 1.611543e-01 4.489165e-02
#> [239,] 0.4304673 2.712011e-01 1.178201e-01 2.762387e-05 2.729919e-02
#> [240,] 0.2347723 2.234282e-01 1.473685e-01 1.275409e-01 1.311229e-01
#> [241,] 0.2574395 2.102382e-03 1.817497e-01 2.811134e-05 1.634473e-01
#> [242,] 0.3043399 2.565460e-01 2.391800e-01 1.488355e-01 2.422307e-02
#> [243,] 0.3068427 2.672037e-01 2.228497e-01 4.281427e-02 4.644668e-02
#> [244,] 0.4158129 3.047992e-01 1.872022e-01 9.203959e-02 2.718505e-05
#> [245,] 0.2985202 2.197450e-01 1.588549e-01 1.895275e-01 2.905858e-05
#> [246,] 0.2993488 1.097426e-01 2.103451e-01 5.140264e-02 1.693264e-01
#> [247,] 0.2859451 6.420432e-02 2.117319e-01 1.013233e-01 2.935021e-05
#> [248,] 0.4215901 2.090467e-01 2.691927e-05 1.993359e-01 2.634842e-05
#> [249,] 0.2739552 1.630690e-01 1.975575e-01 3.014216e-05 3.065803e-05
#> [250,] 0.4179457 3.040827e-01 2.598204e-01 1.801913e-02 1.865503e-05
#> [251,] 0.3016793 2.873039e-01 2.229036e-01 2.977990e-05 5.369739e-02
#> [252,] 0.3319243 3.175489e-01 1.922579e-01 3.941011e-02 2.831655e-05
#> [253,] 0.4928088 2.323022e-01 8.540884e-02 1.385575e-01 2.842373e-05
#> [254,] 0.3229297 1.087027e-01 2.792079e-05 1.858667e-01 1.656812e-01
#> [255,] 0.4480172 2.842702e-05 3.122868e-01 2.840499e-05 2.155759e-01
#> [256,] 0.4442819 2.457942e-01 1.358568e-01 1.739241e-01 2.511464e-05
#> [257,] 0.3989636 3.482040e-01 2.207101e-01 2.038357e-05 1.777804e-02
#> [258,] 0.3260290 9.614886e-04 7.007844e-02 2.265527e-05 1.797315e-01
#> [259,] 0.3835620 3.400634e-01 2.762127e-01 2.368006e-05 2.379232e-05
#> [260,] 0.4202275 2.419739e-01 1.773235e-01 1.603235e-01 2.819486e-05
#> [261,] 0.3776362 3.079469e-01 3.142365e-01 2.604880e-05 2.901693e-05
#> [262,] 0.2887563 1.871969e-01 2.135199e-01 1.192835e-01 1.153925e-02
#> [263,] 0.3318579 3.103394e-01 1.447601e-01 1.405973e-03 1.710362e-03
#> [264,] 0.3322389 3.245882e-01 4.315858e-03 2.315473e-05 1.681141e-01
#> [265,] 0.2892770 2.378943e-01 1.944234e-01 1.811540e-03 1.488627e-01
#> [266,] 0.2613785 2.105251e-01 2.117046e-01 1.946072e-01 2.695912e-05
#> [267,] 0.2692040 2.284985e-01 2.057487e-01 1.486025e-01 1.889278e-03
#> [268,] 0.3591534 2.065711e-01 1.904598e-01 1.547086e-01 2.992136e-05
#> [269,] 0.3250468 2.623525e-01 2.293890e-01 7.878609e-02 1.043028e-01
#> [270,] 0.3818930 3.295596e-01 2.883894e-01 3.027386e-05 3.648339e-05
#> [271,] 0.3537419 3.129488e-01 1.969645e-01 3.569773e-03 1.294822e-01
#> [272,] 0.4449693 2.700083e-01 5.413717e-02 2.307405e-01 2.272302e-05
#> [273,] 0.3507356 2.674997e-01 2.410333e-01 2.903243e-02 5.928591e-02
#> [274,] 0.4795114 2.691136e-01 3.832266e-02 3.026590e-02 3.859044e-03
#> [275,] 0.2713568 1.961203e-01 1.315934e-01 1.839911e-01 1.493920e-01
#> [276,] 0.3049381 2.571441e-01 2.593547e-01 1.783940e-01 2.812823e-05
#> [277,] 0.4199307 3.993583e-01 8.617324e-02 9.443327e-02 2.822992e-05
#> [278,] 0.2808017 2.379107e-01 2.151396e-01 4.766943e-04 1.959514e-01
#> [279,] 0.3986470 1.781814e-01 4.597895e-02 2.393806e-01 1.376896e-01
#> [280,] 0.3827025 3.193031e-01 2.185520e-01 4.741000e-02 2.927466e-05
#> [281,] 0.4190040 3.199627e-01 2.608853e-01 2.467752e-05 2.156193e-05
#> [282,] 0.3658811 1.203293e-02 2.272620e-01 2.661836e-01 1.901774e-05
#> [283,] 0.2848226 1.758301e-01 1.548004e-01 3.857632e-02 2.120596e-02
#> [284,] 0.4710064 1.452059e-01 2.006488e-01 1.472334e-01 2.464472e-05
#> [285,] 0.3671088 3.227817e-01 3.155094e-05 1.684842e-01 1.869165e-05
#> [286,] 0.3836122 3.261186e-01 2.901089e-01 3.034935e-05 3.560772e-05
#> [287,] 0.4234640 3.686355e-01 2.899078e-05 1.588142e-05 1.736446e-05
#> [288,] 0.2572544 1.808570e-01 1.797265e-01 1.342591e-01 8.573082e-03
#> [289,] 0.2779800 1.889766e-01 2.132759e-01 2.651476e-05 2.755861e-05
#> [290,] 0.3674727 2.869915e-01 2.004206e-01 2.940595e-02 7.206320e-02
#> [291,] 0.3147067 4.372801e-02 1.999771e-01 1.950768e-01 6.120672e-02
#> [292,] 0.3693149 2.035621e-01 6.342340e-02 1.807508e-01 7.182801e-02
#> [293,] 0.3025960 2.249606e-01 2.109799e-01 1.478825e-01 4.593456e-02
#> [294,] 0.3378028 1.454625e-01 2.293233e-02 9.242627e-03 1.685000e-01
#> [295,] 0.2599619 2.274869e-01 1.123453e-01 1.297961e-01 2.193004e-02
#> [296,] 0.3485387 2.437620e-01 1.619242e-01 8.745359e-02 4.897267e-02
#> [297,] 0.2725280 2.463438e-01 1.609452e-01 1.647956e-01 1.007229e-01
#> [298,] 0.3971773 1.580154e-01 1.833494e-01 1.036425e-01 4.610219e-02
#> [299,] 0.3496342 2.715089e-01 1.933023e-01 3.192107e-02 2.709821e-02
#> [300,] 0.2884605 2.808099e-01 1.664957e-01 1.139893e-01 7.230530e-02
#> [301,] 0.3420726 3.309231e-01 8.110852e-02 1.401039e-01 2.893884e-05
#> [302,] 0.2966229 2.477583e-01 2.126299e-01 1.242532e-01 2.974418e-05
#> [303,] 0.2412256 1.334934e-01 1.538218e-01 9.433272e-02 8.121246e-02
#> [304,] 0.2220991 1.177487e-01 1.061725e-01 1.281070e-01 7.001615e-02
#> [305,] 0.3728745 1.195742e-01 1.808836e-01 1.687759e-01 1.138252e-01
#> [306,] 0.2986471 2.320918e-01 6.483274e-04 1.817090e-01 3.117817e-05
#> [307,] 0.2817410 2.720773e-01 2.204890e-01 1.249268e-01 2.427317e-05
#> [308,] 0.2975079 1.535454e-01 2.178795e-01 1.156153e-01 2.554783e-05
#> [309,] 0.3367352 1.139340e-01 1.235580e-01 1.499553e-01 3.080157e-05
#> [310,] 0.3691582 3.669926e-01 6.973564e-02 6.065310e-02 5.140810e-02
#> [311,] 0.3009742 2.421303e-01 2.440265e-01 1.931725e-02 3.936974e-02
#> [312,] 0.2361279 2.057044e-01 1.905986e-01 7.559640e-02 1.059618e-01
#> [313,] 0.3130050 2.478453e-01 1.864614e-01 2.114453e-01 1.638582e-03
#> [314,] 0.3123727 2.727335e-01 2.238902e-01 3.189789e-02 2.304705e-03
#> [315,] 0.3137950 2.922765e-01 4.063949e-02 1.629297e-03 1.820136e-01
#> [316,] 0.3013074 2.626192e-01 2.393733e-01 1.140447e-01 2.328966e-03
#> [317,] 0.2441237 1.182859e-01 3.244619e-02 1.404742e-01 1.235997e-01
#> [318,] 0.3763219 2.666200e-01 8.369502e-02 2.612506e-05 1.791331e-01
#> [319,] 0.2599659 2.026447e-01 1.739994e-01 1.003871e-01 3.248607e-02
#> [320,] 0.3401256 1.854124e-01 1.626633e-01 1.306816e-01 2.806042e-05
#> [321,] 0.2990822 2.402384e-01 6.401184e-02 1.175068e-01 1.598947e-01
#> [322,] 0.2425778 2.244110e-01 1.323814e-01 1.576038e-01 1.501770e-01
#> [323,] 0.4300219 1.847480e-01 1.527009e-01 2.912024e-05 2.255764e-01
#> [324,] 0.4554904 2.671492e-01 2.125856e-01 2.414441e-05 6.463323e-02
#> [325,] 0.3357695 2.487567e-01 6.833220e-03 3.666835e-02 1.824840e-01
#> [326,] 0.3420568 3.226110e-01 1.772201e-01 1.030337e-01 4.212247e-02
#> [327,] 0.3385360 3.190902e-01 1.858102e-01 2.958366e-02 4.516474e-02
#> [328,] 0.3446245 1.797102e-01 1.918561e-01 1.975122e-01 5.742066e-02
#> [329,] 0.3513377 2.042253e-01 5.136787e-02 2.131333e-01 4.231473e-02
#> [330,] 0.3782649 4.803435e-03 2.910243e-03 2.623382e-01 2.871669e-05
#> [331,] 0.3183437 2.353415e-01 1.801396e-01 2.879013e-03 2.852577e-05
#> [332,] 0.2303921 1.979171e-01 1.255678e-01 1.231607e-01 1.181632e-01
#> [333,] 0.2679825 2.353211e-01 2.232479e-01 1.240201e-01 9.314390e-02
#> [334,] 0.2758615 2.455235e-01 2.311268e-01 1.500221e-01 8.258752e-02
#> [335,] 0.2614271 1.243594e-03 7.432924e-02 1.363166e-01 1.254581e-01
#> [336,] 0.3173298 2.343276e-01 2.303169e-01 2.299552e-05 2.785503e-05
#> [337,] 0.2512752 2.432879e-01 2.208515e-01 1.469242e-01 8.191767e-02
#> [338,] 0.3563687 2.944917e-05 2.193057e-01 2.825604e-05 2.166045e-01
#> [339,] 0.2846262 2.233743e-01 1.843869e-01 1.646910e-01 2.738982e-05
#> [340,] 0.3874256 2.569594e-01 1.242521e-01 6.896592e-03 2.206846e-01
#>                [,6]         [,7]         [,8]         [,9]        [,10]
#>   [1,] 1.134355e-01 8.871641e-05 2.912054e-05 2.315357e-05 6.775571e-02
#>   [2,] 4.749694e-02 2.692330e-05 1.430239e-01 2.789913e-05 1.994349e-01
#>   [3,] 6.407373e-02 7.106734e-03 4.488570e-02 2.785136e-05 3.629292e-02
#>   [4,] 1.450504e-01 2.320812e-05 9.244409e-02 3.038457e-05 2.682602e-05
#>   [5,] 4.808694e-03 2.940359e-05 7.206997e-02 2.522077e-05 2.968115e-05
#>   [6,] 6.702353e-03 2.809088e-05 2.758616e-05 2.707213e-05 2.651784e-05
#>   [7,] 8.380327e-02 2.737621e-05 2.625235e-05 8.956762e-02 1.926394e-05
#>   [8,] 2.449151e-05 9.274063e-03 1.265763e-01 3.064173e-05 8.407858e-02
#>   [9,] 2.787064e-05 2.563967e-05 2.645962e-05 3.264079e-02 3.018824e-05
#>  [10,] 2.458557e-02 6.083228e-02 1.425522e-02 2.580552e-05 7.755642e-02
#>  [11,] 1.389801e-02 2.571492e-05 2.034842e-04 2.368105e-05 3.157766e-05
#>  [12,] 1.796296e-01 2.507336e-05 7.077636e-02 8.236292e-02 2.965788e-05
#>  [13,] 4.264082e-02 6.240221e-02 2.181645e-05 7.624713e-02 1.295658e-01
#>  [14,] 2.559948e-05 2.947009e-05 1.263778e-01 1.208739e-01 2.123150e-05
#>  [15,] 2.243958e-05 3.015369e-05 2.769366e-05 2.068260e-05 2.111325e-05
#>  [16,] 2.442112e-05 8.281269e-02 2.653663e-05 2.766473e-05 9.570660e-03
#>  [17,] 6.423378e-02 8.919254e-02 6.672765e-02 6.103533e-05 3.036282e-05
#>  [18,] 9.311771e-02 3.008056e-05 2.288658e-05 9.256136e-02 7.558758e-02
#>  [19,] 8.611653e-02 8.616716e-02 3.125126e-05 2.882194e-05 2.939020e-05
#>  [20,] 8.530259e-02 3.342362e-02 9.621579e-02 2.950218e-05 2.630905e-05
#>  [21,] 2.220354e-04 2.763602e-05 4.059097e-04 2.862732e-05 3.756197e-03
#>  [22,] 1.016787e-01 2.893102e-05 2.897995e-05 7.793829e-02 2.935659e-05
#>  [23,] 8.920095e-02 1.719049e-01 7.316703e-05 4.290608e-04 2.827877e-05
#>  [24,] 2.486870e-04 3.067470e-05 2.862605e-05 2.933951e-05 2.877268e-05
#>  [25,] 7.986160e-02 1.137726e-01 2.181332e-05 1.260518e-01 4.143442e-02
#>  [26,] 4.778573e-02 2.995484e-05 2.913940e-05 4.136762e-02 2.600443e-05
#>  [27,] 2.781445e-05 7.648673e-02 2.859574e-05 2.982334e-05 8.222534e-03
#>  [28,] 1.123300e-01 6.451543e-02 2.470346e-05 1.557004e-05 2.509210e-05
#>  [29,] 7.864956e-04 3.179679e-05 5.794302e-03 2.594642e-05 2.938151e-05
#>  [30,] 9.269449e-02 1.335684e-01 1.564769e-02 4.812506e-02 6.885495e-04
#>  [31,] 1.028292e-01 1.197880e-02 2.157089e-05 2.944667e-05 5.681480e-02
#>  [32,] 3.043191e-05 7.245198e-02 1.577048e-01 2.836395e-05 3.092533e-05
#>  [33,] 7.377155e-02 2.933420e-05 3.040909e-05 2.569415e-05 2.732830e-05
#>  [34,] 3.042459e-05 3.010213e-05 2.783601e-05 2.931591e-05 9.734825e-02
#>  [35,] 6.203021e-02 2.768513e-05 3.064752e-05 5.058141e-03 2.992955e-05
#>  [36,] 8.055975e-02 2.768840e-02 2.859177e-05 9.626288e-02 2.947328e-05
#>  [37,] 2.754071e-05 2.926360e-05 3.198181e-05 3.145127e-05 2.756742e-05
#>  [38,] 1.204728e-01 3.033420e-05 3.128246e-02 2.452972e-05 2.950734e-05
#>  [39,] 2.593557e-05 7.532299e-02 1.897415e-05 7.622158e-02 2.602915e-05
#>  [40,] 7.008796e-02 5.036093e-02 2.244951e-02 7.028925e-02 2.487299e-05
#>  [41,] 9.839661e-02 9.826816e-03 2.602829e-05 2.583045e-05 2.938605e-05
#>  [42,] 2.933786e-05 1.588871e-05 1.081196e-05 3.166542e-05 3.143180e-05
#>  [43,] 2.692598e-05 1.643365e-01 2.276317e-02 2.759290e-05 2.923714e-05
#>  [44,] 3.137974e-05 2.794900e-05 2.682046e-05 8.668014e-02 1.482311e-01
#>  [45,] 2.771746e-05 2.957909e-05 3.913207e-05 7.334578e-02 2.862524e-05
#>  [46,] 6.150601e-02 9.349593e-02 2.696821e-05 2.434878e-05 1.989719e-05
#>  [47,] 2.755380e-05 1.764850e-05 2.223942e-05 1.585386e-05 1.306874e-05
#>  [48,] 7.221203e-02 2.802432e-05 3.002694e-05 2.875125e-05 2.912637e-05
#>  [49,] 3.202788e-05 1.223368e-01 5.660629e-04 2.617717e-05 2.950415e-05
#>  [50,] 2.551174e-05 1.249679e-01 3.566904e-02 2.302418e-05 2.087735e-05
#>  [51,] 4.324850e-02 3.810269e-02 2.803484e-05 3.306754e-05 2.832574e-05
#>  [52,] 2.173055e-05 3.831775e-05 2.556314e-05 1.925071e-05 3.285856e-05
#>  [53,] 2.890333e-05 2.948762e-05 2.869387e-05 1.918022e-05 4.050361e-03
#>  [54,] 2.830717e-05 3.447372e-05 7.742855e-02 2.041254e-05 2.128566e-05
#>  [55,] 3.147566e-05 1.264323e-01 8.153849e-02 1.905484e-02 5.319421e-05
#>  [56,] 1.353064e-01 1.141790e-01 1.355517e-02 3.121895e-02 7.001849e-02
#>  [57,] 3.301128e-05 3.108712e-05 2.944746e-05 2.290380e-05 3.070010e-05
#>  [58,] 1.035899e-01 5.516076e-02 2.825368e-05 2.676517e-05 1.014826e-01
#>  [59,] 3.313815e-05 6.620326e-03 2.264481e-05 3.053660e-05 2.695985e-05
#>  [60,] 4.091510e-02 3.052638e-05 3.991789e-02 1.117425e-01 2.587009e-05
#>  [61,] 2.998013e-02 3.092569e-04 2.809902e-05 3.688219e-04 6.485673e-03
#>  [62,] 2.978501e-02 2.766440e-05 2.825031e-05 2.884206e-05 2.864227e-05
#>  [63,] 2.484355e-05 8.955916e-02 2.760928e-05 2.116778e-05 1.565262e-01
#>  [64,] 2.667402e-05 2.886422e-05 3.113982e-05 2.282417e-05 1.823872e-05
#>  [65,] 2.890449e-05 1.176631e-01 2.771532e-05 1.028887e-01 2.639793e-05
#>  [66,] 8.390770e-02 3.103033e-05 3.035410e-05 6.891313e-02 3.197428e-04
#>  [67,] 2.220526e-05 8.406551e-03 2.347424e-05 3.141594e-05 1.407920e-02
#>  [68,] 2.536093e-05 3.004162e-05 2.521188e-03 2.512644e-05 2.745474e-05
#>  [69,] 2.014878e-01 2.918799e-02 1.429921e-01 3.002701e-05 2.729868e-05
#>  [70,] 9.035259e-05 1.932891e-01 2.967258e-05 2.623224e-05 1.926366e-01
#>  [71,] 2.865310e-05 1.418438e-01 7.614346e-02 2.493963e-05 2.444564e-05
#>  [72,] 2.779153e-05 2.349181e-05 2.085667e-05 2.739910e-05 2.690641e-05
#>  [73,] 4.503575e-02 2.824872e-05 2.386336e-05 2.794869e-05 2.072840e-05
#>  [74,] 8.149494e-02 2.905998e-05 1.851089e-05 1.833694e-05 2.638929e-05
#>  [75,] 5.172903e-02 2.203881e-05 8.809983e-02 1.057560e-01 2.175314e-05
#>  [76,] 2.504647e-05 1.722672e-01 6.378720e-02 2.709015e-05 2.718225e-05
#>  [77,] 3.105465e-05 1.825980e-02 2.638378e-05 2.213241e-05 2.705231e-05
#>  [78,] 1.241942e-01 3.213534e-05 2.723371e-05 2.987172e-05 1.395658e-05
#>  [79,] 6.954016e-02 2.707371e-05 2.758553e-05 2.850891e-05 2.996894e-05
#>  [80,] 7.279293e-02 3.732463e-02 2.913482e-05 2.917058e-05 2.295948e-05
#>  [81,] 2.419331e-05 3.036406e-05 2.508348e-05 2.735842e-05 2.904506e-05
#>  [82,] 7.380251e-02 5.285459e-02 2.802740e-05 6.549760e-02 6.920718e-02
#>  [83,] 1.370115e-01 2.314349e-02 2.944322e-02 2.515410e-05 3.471269e-04
#>  [84,] 4.608399e-02 4.862649e-02 2.886175e-05 2.939481e-05 2.311786e-05
#>  [85,] 4.414564e-02 4.200928e-02 1.262359e-03 2.876959e-05 2.640130e-05
#>  [86,] 7.356646e-02 2.605829e-05 2.823810e-02 2.605480e-05 3.103034e-05
#>  [87,] 6.807317e-02 1.148057e-01 3.220100e-05 9.325893e-02 2.684451e-05
#>  [88,] 1.068031e-01 2.988620e-05 3.017113e-05 1.271153e-01 1.147163e-01
#>  [89,] 5.079027e-02 2.898368e-05 5.291622e-02 5.624716e-02 2.519826e-05
#>  [90,] 1.916029e-02 7.963815e-02 6.562026e-02 1.218653e-01 1.361603e-01
#>  [91,] 1.006559e-01 2.582039e-05 2.782938e-05 2.799541e-02 2.787301e-05
#>  [92,] 5.795273e-04 2.906612e-05 2.759877e-05 2.119953e-02 2.784194e-02
#>  [93,] 7.878892e-02 9.340203e-02 2.934075e-05 2.930340e-05 4.605494e-02
#>  [94,] 7.026182e-02 5.980303e-02 2.873654e-05 3.042628e-05 2.322486e-04
#>  [95,] 2.756835e-05 2.694640e-05 1.071038e-03 7.236803e-02 2.741154e-05
#>  [96,] 4.244063e-02 1.166713e-01 2.849723e-05 2.846264e-05 2.999121e-04
#>  [97,] 5.338026e-02 2.982556e-05 1.043215e-04 2.284180e-02 2.021277e-02
#>  [98,] 2.174522e-05 1.943448e-05 1.470987e-01 1.826127e-05 3.245960e-05
#>  [99,] 1.666114e-01 6.905581e-02 1.152344e-01 2.799351e-05 2.698608e-02
#> [100,] 1.630784e-05 3.091639e-05 1.106343e-01 1.849952e-05 1.370333e-01
#> [101,] 6.876712e-02 2.963056e-05 3.068021e-05 2.783128e-05 2.774578e-05
#> [102,] 4.771491e-04 2.006489e-05 5.286645e-04 1.579575e-05 7.285330e-02
#> [103,] 9.028108e-02 8.502642e-02 6.239407e-02 2.230612e-05 4.829028e-02
#> [104,] 2.169056e-02 1.462997e-01 6.741378e-02 1.982129e-02 1.136670e-01
#> [105,] 5.654110e-02 2.867261e-05 2.681546e-05 3.020044e-05 2.826685e-05
#> [106,] 2.281272e-03 2.677098e-01 2.577376e-03 1.757870e-03 2.891340e-05
#> [107,] 2.860268e-05 2.620597e-05 1.618157e-01 1.422468e-01 2.866672e-05
#> [108,] 1.413019e-01 3.256650e-03 3.053177e-05 7.742153e-02 1.471507e-01
#> [109,] 2.650857e-05 2.167527e-05 5.598865e-02 2.379499e-05 1.577278e-01
#> [110,] 1.136911e-02 2.765971e-05 6.580161e-02 6.043756e-02 2.331000e-05
#> [111,] 1.333237e-01 2.754483e-05 6.621275e-02 3.002821e-05 2.620658e-05
#> [112,] 2.654847e-05 1.217815e-01 2.976689e-05 1.366779e-01 1.128497e-02
#> [113,] 2.775401e-05 2.057305e-05 3.157391e-05 2.205759e-05 2.499438e-05
#> [114,] 2.889674e-05 5.689401e-05 2.912739e-05 9.495129e-02 6.140971e-02
#> [115,] 3.304369e-02 9.104765e-02 8.811886e-02 7.018034e-02 3.048202e-05
#> [116,] 2.898935e-05 6.795680e-05 1.086933e-01 1.084135e-01 1.123706e-01
#> [117,] 1.033105e-01 1.413305e-01 2.915924e-05 4.552300e-02 4.994136e-05
#> [118,] 2.856771e-05 3.005784e-05 2.992378e-05 3.166062e-05 2.586899e-05
#> [119,] 9.242951e-02 6.280638e-02 2.912048e-05 2.836841e-05 2.375306e-05
#> [120,] 6.732026e-02 2.217665e-05 2.907991e-05 2.992448e-05 2.550698e-05
#> [121,] 9.194048e-02 1.747706e-03 3.040731e-05 2.979464e-05 2.628361e-05
#> [122,] 2.247089e-05 9.338238e-02 2.999939e-05 8.080398e-02 6.379085e-02
#> [123,] 1.353771e-01 3.310312e-02 2.982896e-05 2.668701e-05 5.862874e-02
#> [124,] 9.690925e-03 2.798337e-05 2.593147e-05 2.264190e-05 2.415207e-05
#> [125,] 1.932188e-01 2.454399e-05 1.006540e-01 1.829648e-02 1.147937e-01
#> [126,] 2.691984e-05 4.073401e-04 3.692874e-05 3.080082e-05 1.912893e-01
#> [127,] 2.338489e-05 2.415448e-05 2.035328e-05 2.316626e-05 2.290543e-05
#> [128,] 6.452233e-03 1.468480e-01 2.099853e-05 2.278455e-05 3.176697e-02
#> [129,] 3.525144e-02 1.258481e-01 1.657408e-02 2.481661e-05 3.016911e-05
#> [130,] 3.796763e-05 2.770138e-06 1.090961e-05 2.924764e-05 1.147677e-05
#> [131,] 3.071049e-05 2.150272e-02 9.712083e-02 2.902367e-05 3.152678e-05
#> [132,] 2.835253e-05 1.581179e-01 2.834716e-05 2.803946e-05 1.427580e-02
#> [133,] 1.798950e-01 2.494631e-05 2.943384e-02 3.019586e-05 2.941227e-05
#> [134,] 2.873182e-05 4.519105e-04 2.570534e-02 2.007526e-04 2.802223e-05
#> [135,] 3.018389e-05 1.444335e-02 2.892064e-05 2.376626e-05 2.326503e-05
#> [136,] 1.011303e-02 1.932409e-05 1.872170e-05 2.722780e-05 1.661369e-05
#> [137,] 2.933319e-05 1.295172e-01 1.845453e-05 2.272109e-05 1.611878e-05
#> [138,] 1.094100e-01 1.624968e-01 2.685242e-05 5.223613e-03 4.571451e-02
#> [139,] 5.197898e-02 2.395632e-05 2.205538e-05 2.861846e-05 1.012166e-05
#> [140,] 1.182411e-02 5.718179e-02 6.751721e-02 2.753196e-05 6.093414e-03
#> [141,] 3.355632e-02 1.426122e-01 6.138444e-02 1.466231e-01 1.520739e-01
#> [142,] 6.463894e-02 1.071591e-01 5.702436e-05 2.591330e-05 4.096509e-02
#> [143,] 2.645975e-05 3.007035e-05 3.160458e-05 2.610306e-05 2.150111e-05
#> [144,] 4.967137e-02 7.982138e-02 2.198151e-05 2.210110e-02 2.264843e-05
#> [145,] 2.892351e-05 2.778113e-05 1.403739e-05 3.068684e-05 2.942631e-05
#> [146,] 2.845600e-05 3.968981e-02 2.080522e-05 3.337089e-05 2.241965e-05
#> [147,] 1.684766e-01 9.251510e-02 2.399757e-05 3.758782e-02 2.679010e-05
#> [148,] 2.399783e-05 1.392900e-01 3.324282e-05 1.279218e-05 2.157630e-05
#> [149,] 1.609681e-01 1.770840e-05 1.913326e-05 1.745863e-05 3.152806e-05
#> [150,] 9.449628e-02 1.309698e-01 3.043349e-05 2.965404e-05 3.978835e-02
#> [151,] 1.736475e-01 3.393892e-05 2.007664e-01 2.007167e-05 3.150325e-05
#> [152,] 2.550262e-05 1.314081e-01 2.497566e-05 2.172459e-02 2.376657e-05
#> [153,] 7.312846e-02 2.946976e-05 2.978898e-05 2.399312e-05 1.543423e-02
#> [154,] 7.287759e-02 8.316087e-02 3.292130e-05 2.638735e-05 1.493787e-05
#> [155,] 2.551957e-05 3.131584e-05 3.124918e-05 1.505606e-05 1.762223e-05
#> [156,] 1.369015e-01 2.779475e-05 1.022544e-01 9.933012e-02 2.362202e-05
#> [157,] 3.001753e-05 7.556844e-03 1.038948e-01 1.647009e-05 3.120307e-05
#> [158,] 1.893019e-05 2.669648e-05 3.149372e-05 2.372168e-05 2.132611e-05
#> [159,] 2.922088e-05 2.509546e-03 1.862161e-05 1.694950e-05 3.141603e-05
#> [160,] 9.552696e-02 1.446163e-05 3.273670e-05 2.810893e-05 1.825171e-05
#> [161,] 2.320228e-05 2.524276e-05 3.115319e-05 5.051998e-02 1.009517e-01
#> [162,] 2.788345e-05 2.700921e-05 1.759049e-05 2.843240e-05 2.872409e-05
#> [163,] 2.249595e-05 2.951483e-05 2.103600e-05 2.884060e-05 3.071552e-02
#> [164,] 9.943444e-02 2.573879e-05 3.567717e-02 2.065204e-05 3.078645e-05
#> [165,] 2.442655e-05 2.620383e-05 3.007392e-05 2.875806e-05 1.484546e-05
#> [166,] 3.240827e-05 1.328712e-04 1.404814e-01 2.397073e-05 2.681945e-05
#> [167,] 6.695845e-02 1.178329e-02 2.311364e-05 9.224041e-02 2.444548e-05
#> [168,] 2.938058e-05 2.389927e-05 2.807311e-05 2.639439e-05 3.019616e-05
#> [169,] 2.733394e-05 3.003896e-05 2.969712e-05 1.218098e-02 2.788300e-05
#> [170,] 8.070101e-02 9.616633e-02 2.584369e-05 3.094515e-05 2.455035e-05
#> [171,] 1.914886e-01 1.261997e-01 4.030097e-02 2.536248e-05 2.620928e-05
#> [172,] 4.658478e-02 2.485976e-05 2.333020e-05 2.959733e-05 1.628434e-02
#> [173,] 2.110006e-05 2.639984e-05 2.392696e-05 1.624195e-05 2.463321e-05
#> [174,] 1.906534e-02 1.845286e-05 2.997292e-05 2.197524e-05 1.996222e-05
#> [175,] 1.316689e-01 2.737437e-05 5.710384e-02 2.910719e-05 4.723335e-02
#> [176,] 2.928240e-05 2.452399e-01 2.365053e-03 2.968709e-05 2.670672e-05
#> [177,] 1.910189e-05 3.202511e-05 2.320882e-05 2.840245e-05 2.133842e-05
#> [178,] 3.193352e-02 2.767888e-05 3.119017e-05 2.388181e-05 2.056215e-05
#> [179,] 3.738716e-02 2.043445e-05 7.790151e-03 2.540247e-05 3.058386e-05
#> [180,] 4.841950e-03 3.020247e-05 5.091827e-02 2.154915e-05 3.016147e-05
#> [181,] 9.240803e-05 2.799078e-05 2.174152e-05 2.957766e-05 1.319269e-01
#> [182,] 2.094408e-05 7.219412e-02 1.609677e-05 1.338286e-05 3.526233e-05
#> [183,] 9.790381e-02 5.606454e-02 2.924876e-05 2.407374e-05 4.832286e-02
#> [184,] 2.023489e-01 7.610897e-02 2.562345e-05 2.838890e-05 2.822184e-05
#> [185,] 7.834327e-02 3.019727e-05 3.156832e-03 4.744737e-02 2.368036e-05
#> [186,] 2.945507e-05 2.327322e-05 2.680361e-05 1.783040e-01 2.386062e-05
#> [187,] 0.000000e+00 1.420224e-05 2.775377e-05 2.659142e-05 1.825749e-05
#> [188,] 8.898523e-02 1.428487e-01 2.728933e-05 5.057281e-02 2.907369e-05
#> [189,] 2.739772e-02 3.053156e-05 2.606766e-05 2.418835e-05 7.304565e-06
#> [190,] 3.743266e-03 2.788341e-05 2.984441e-05 2.393102e-05 7.052544e-06
#> [191,] 1.264298e-01 2.637670e-05 2.680262e-05 2.113750e-05 2.546426e-05
#> [192,] 2.955234e-02 1.788204e-05 1.506329e-05 2.250773e-05 1.327212e-05
#> [193,] 1.772218e-02 5.251025e-02 1.572947e-05 2.501445e-05 1.833245e-05
#> [194,] 2.884503e-05 3.199474e-05 1.997976e-02 3.248090e-05 1.480110e-02
#> [195,] 4.296536e-02 1.200617e-01 3.080163e-05 3.853042e-03 2.033362e-05
#> [196,] 4.280546e-04 1.759922e-01 1.484516e-05 1.209156e-05 2.709103e-05
#> [197,] 2.711765e-05 7.732622e-02 2.320108e-05 2.450755e-05 3.010207e-05
#> [198,] 4.101294e-02 3.106074e-02 5.790930e-02 2.096900e-05 1.926199e-05
#> [199,] 1.118952e-03 6.811608e-02 2.468433e-05 2.924131e-05 2.541932e-05
#> [200,] 2.784962e-05 2.969702e-05 1.548706e-05 6.942310e-06 8.046458e-06
#> [201,] 2.576878e-05 2.193230e-05 1.713997e-05 2.772038e-05 3.354603e-05
#> [202,] 3.030134e-05 2.598484e-05 2.568650e-05 3.047383e-05 3.015042e-05
#> [203,] 2.644859e-05 2.376474e-05 1.006001e-01 2.949065e-05 1.482733e-02
#> [204,] 2.637240e-05 2.110746e-05 3.005734e-05 2.132139e-05 1.970192e-05
#> [205,] 2.389205e-05 2.578835e-05 2.227076e-05 1.919153e-05 1.770524e-05
#> [206,] 3.030596e-05 2.756837e-05 4.094405e-02 5.650047e-02 2.409015e-05
#> [207,] 2.339571e-05 3.167688e-05 2.517146e-05 5.162254e-02 2.375061e-05
#> [208,] 3.139992e-05 1.720766e-05 2.244864e-05 1.764985e-05 3.071758e-05
#> [209,] 1.435464e-01 1.260665e-01 2.143732e-05 4.841313e-02 2.348196e-05
#> [210,] 1.832607e-05 2.536226e-05 1.942327e-05 2.912883e-05 3.199769e-05
#> [211,] 2.370283e-05 1.326969e-01 2.700133e-05 2.663251e-05 1.607160e-05
#> [212,] 3.282309e-04 1.405609e-01 6.633248e-02 3.002026e-05 9.204591e-02
#> [213,] 2.195733e-01 1.730901e-05 2.592831e-05 3.909449e-05 1.691161e-05
#> [214,] 2.374909e-05 1.609242e-05 2.811669e-05 2.883726e-05 2.582604e-05
#> [215,] 1.691816e-05 2.589181e-05 2.149745e-05 2.111548e-05 2.118689e-05
#> [216,] 9.250396e-02 2.353138e-05 2.852308e-05 2.581840e-05 1.139548e-02
#> [217,] 1.163994e-02 2.950158e-05 1.758930e-01 2.296372e-05 2.213120e-05
#> [218,] 8.543921e-02 3.004512e-05 2.100541e-05 5.826926e-02 3.253615e-02
#> [219,] 2.915539e-05 6.924245e-02 2.218552e-05 1.231422e-01 1.308581e-01
#> [220,] 3.412805e-02 1.857229e-01 2.097704e-05 2.421508e-05 2.481612e-05
#> [221,] 3.087848e-05 2.486152e-05 2.436020e-05 2.710414e-05 2.284965e-05
#> [222,] 5.104024e-03 1.855984e-02 2.527572e-05 6.535823e-06 2.293087e-05
#> [223,] 1.537349e-01 1.556595e-05 3.273648e-05 2.270686e-05 3.182204e-05
#> [224,] 2.058409e-05 1.687759e-02 9.508984e-02 2.644286e-05 2.443345e-05
#> [225,] 1.350766e-01 1.902666e-05 6.358168e-02 1.966773e-05 1.805314e-02
#> [226,] 2.464057e-05 2.879935e-05 2.624167e-05 6.371789e-02 1.402285e-02
#> [227,] 3.695739e-04 4.256108e-02 2.692215e-05 3.242597e-05 1.167447e-01
#> [228,] 4.512292e-04 4.768312e-03 3.100944e-05 7.655408e-02 2.730969e-05
#> [229,] 2.831133e-05 2.505735e-05 1.934707e-05 1.877843e-05 2.606439e-05
#> [230,] 7.261413e-02 2.820961e-05 8.280106e-02 4.040622e-02 2.710062e-05
#> [231,] 3.513406e-02 9.337801e-05 1.382915e-01 2.928404e-05 3.262594e-05
#> [232,] 2.611470e-05 3.636750e-05 2.633479e-05 1.782558e-05 2.563428e-05
#> [233,] 1.312000e-01 2.752505e-05 2.295155e-05 2.645918e-05 2.347322e-05
#> [234,] 1.933203e-05 1.463876e-05 1.310514e-05 3.448250e-05 2.677999e-06
#> [235,] 2.732912e-05 3.008001e-05 2.799630e-02 2.728343e-05 1.791160e-05
#> [236,] 2.076798e-01 2.526154e-05 3.191576e-05 1.585883e-01 8.433806e-04
#> [237,] 1.616324e-01 2.727219e-05 2.343827e-05 2.938500e-05 3.089584e-05
#> [238,] 3.052612e-05 2.768570e-05 1.435832e-01 2.199477e-05 2.690023e-05
#> [239,] 2.688855e-05 4.020318e-02 1.128998e-01 2.491209e-05 2.988330e-05
#> [240,] 2.883108e-05 2.902407e-05 6.045093e-02 7.523035e-02 2.818384e-05
#> [241,] 1.709684e-01 1.622446e-01 2.875891e-05 2.627814e-05 6.196500e-02
#> [242,] 2.676152e-02 3.162315e-05 2.602214e-05 2.661480e-05 2.987253e-05
#> [243,] 2.930352e-05 2.620742e-05 2.992032e-05 1.137310e-01 2.647223e-05
#> [244,] 1.814664e-05 3.681431e-05 1.307592e-05 3.206030e-05 1.893765e-05
#> [245,] 1.117403e-01 2.995497e-05 2.860392e-05 2.150347e-02 2.092171e-05
#> [246,] 4.769178e-02 1.120653e-01 2.789377e-05 2.011954e-05 2.931422e-05
#> [247,] 1.657553e-01 1.709286e-01 2.682104e-05 2.459820e-05 3.073216e-05
#> [248,] 2.028881e-05 2.817882e-05 1.995616e-05 2.920040e-05 1.698765e-01
#> [249,] 1.131172e-01 9.665104e-02 1.555446e-01 2.302107e-05 2.163843e-05
#> [250,] 3.177518e-05 2.892238e-05 7.025943e-06 2.932847e-05 1.638802e-05
#> [251,] 5.538682e-02 7.893592e-02 2.185722e-05 3.157755e-05 9.801067e-06
#> [252,] 1.669611e-05 1.187458e-01 1.289377e-05 2.161729e-05 3.356465e-05
#> [253,] 5.079230e-02 2.494236e-05 2.813472e-05 3.012906e-05 1.875434e-05
#> [254,] 1.203069e-01 2.220162e-05 3.080138e-05 1.288824e-05 9.641899e-02
#> [255,] 2.613028e-05 1.934540e-05 1.343889e-05 2.609120e-05 2.397824e-02
#> [256,] 2.718433e-05 3.181955e-05 2.086433e-05 6.078077e-06 3.193860e-05
#> [257,] 2.495753e-05 1.422269e-02 2.448973e-05 2.299250e-05 2.875793e-05
#> [258,] 3.046763e-05 1.454745e-01 1.124542e-01 2.692810e-05 1.651908e-01
#> [259,] 2.489082e-05 2.210670e-05 1.812476e-05 2.367869e-05 2.563367e-05
#> [260,] 2.695433e-05 2.928100e-05 2.738008e-05 2.077077e-05 1.903805e-05
#> [261,] 2.066802e-05 2.852485e-05 2.842480e-05 2.703069e-05 2.063462e-05
#> [262,] 2.610837e-05 2.561802e-03 1.045285e-01 7.255527e-02 3.250502e-05
#> [263,] 2.933356e-05 4.008534e-02 2.845301e-05 4.914100e-02 1.206422e-01
#> [264,] 1.675537e-01 2.410172e-05 3.095807e-05 2.274567e-05 3.088152e-03
#> [265,] 1.474769e-02 5.978969e-02 2.985560e-05 5.302495e-02 1.389166e-04
#> [266,] 2.762831e-05 2.793842e-05 1.172492e-01 2.967431e-05 4.423113e-03
#> [267,] 6.781832e-05 5.471446e-02 9.122571e-02 2.861650e-05 2.044892e-05
#> [268,] 1.898556e-05 1.408063e-02 3.177991e-05 7.492988e-02 1.594276e-05
#> [269,] 2.928463e-05 1.933430e-05 2.590798e-05 1.594140e-05 3.226762e-05
#> [270,] 1.990487e-05 9.706504e-07 2.339004e-05 2.621511e-05 2.076355e-05
#> [271,] 5.484541e-05 3.009204e-03 1.675343e-04 3.031225e-05 3.085385e-05
#> [272,] 3.008216e-05 2.626700e-05 3.021968e-05 1.464242e-05 2.077750e-05
#> [273,] 5.231169e-02 2.327881e-05 2.864735e-05 2.752651e-05 2.192774e-05
#> [274,] 8.978716e-02 2.974855e-05 8.855541e-02 2.281615e-05 5.322611e-04
#> [275,] 6.453291e-02 4.737531e-04 2.444416e-03 6.829253e-05 2.701044e-05
#> [276,] 2.937870e-05 3.165657e-05 2.549951e-05 2.606816e-05 2.834566e-05
#> [277,] 3.446147e-05 2.194809e-05 6.548476e-06 2.644351e-06 1.068910e-05
#> [278,] 2.985746e-05 6.958600e-02 3.093295e-05 3.011526e-05 4.305185e-05
#> [279,] 1.913147e-05 2.593190e-05 2.389187e-05 2.443473e-05 2.905426e-05
#> [280,] 3.190627e-02 1.747626e-05 1.935790e-05 2.833744e-05 3.164633e-05
#> [281,] 3.728453e-05 2.771153e-05 6.745633e-06 2.449050e-05 5.538686e-06
#> [282,] 1.606399e-05 1.746987e-05 3.462507e-05 3.387922e-05 1.285193e-01
#> [283,] 1.385253e-01 1.075185e-01 2.489558e-02 2.623851e-05 5.379902e-02
#> [284,] 2.357979e-05 2.611041e-05 2.355822e-05 3.578949e-02 1.803372e-05
#> [285,] 1.072559e-01 2.593703e-05 1.410118e-05 2.893550e-05 3.425020e-02
#> [286,] 3.181341e-05 3.143312e-05 4.244096e-08 1.966334e-05 1.135973e-05
#> [287,] 1.116270e-01 2.131903e-04 3.231816e-04 9.565475e-02 2.015468e-05
#> [288,] 9.599988e-02 1.428550e-01 3.268932e-05 4.135816e-04 2.877449e-05
#> [289,] 7.807127e-05 1.021618e-01 7.224324e-02 3.100107e-05 1.451993e-01
#> [290,] 4.356844e-02 2.092211e-05 1.998074e-05 2.096636e-05 1.573868e-05
#> [291,] 1.429015e-01 4.215132e-02 2.441452e-05 2.133999e-05 2.061345e-04
#> [292,] 5.919601e-02 2.643544e-05 1.894283e-05 5.185787e-02 2.148782e-05
#> [293,] 6.754268e-02 2.852717e-05 2.800469e-05 2.010314e-05 2.706890e-05
#> [294,] 1.535175e-01 1.102431e-01 5.224572e-02 2.988484e-05 2.346714e-05
#> [295,] 1.108165e-01 1.481292e-02 3.147004e-05 1.227875e-01 3.136228e-05
#> [296,] 4.445199e-02 3.354075e-02 1.813502e-02 1.320124e-02 1.979389e-05
#> [297,] 2.042955e-02 2.825332e-05 1.957041e-05 3.056242e-05 3.415666e-02
#> [298,] 2.929592e-05 1.116010e-01 2.779399e-05 2.745084e-05 2.769324e-05
#> [299,] 1.264246e-01 2.642343e-05 2.515136e-05 2.996228e-05 2.921303e-05
#> [300,] 2.105418e-05 1.077573e-03 4.835046e-04 7.486900e-02 1.488082e-03
#> [301,] 2.504304e-05 3.495777e-02 2.664564e-05 7.072928e-02 2.420624e-05
#> [302,] 2.167820e-05 2.672726e-05 2.903132e-05 8.304809e-02 3.558053e-02
#> [303,] 5.111122e-02 1.207017e-01 2.790422e-05 5.126720e-02 7.280600e-02
#> [304,] 1.053607e-01 6.909443e-02 3.731184e-02 8.206231e-02 6.202722e-02
#> [305,] 4.396236e-02 2.876938e-05 1.721954e-05 2.945643e-05 2.876600e-05
#> [306,] 1.467886e-01 2.193357e-02 2.134221e-04 3.043527e-05 1.179066e-01
#> [307,] 2.760935e-02 7.305048e-02 2.558836e-05 2.569505e-05 3.053048e-05
#> [308,] 6.346432e-03 2.225785e-05 1.240722e-01 2.979902e-05 8.495575e-02
#> [309,] 1.699938e-01 2.476921e-05 1.057113e-01 2.968713e-05 2.703369e-05
#> [310,] 2.425412e-05 5.929599e-02 2.557034e-05 2.815965e-05 2.267839e-02
#> [311,] 1.540806e-01 2.421228e-05 2.060821e-05 2.706053e-05 2.951917e-05
#> [312,] 1.110172e-01 2.361387e-02 2.963839e-05 5.132871e-02 2.154572e-05
#> [313,] 2.715966e-05 3.305814e-05 2.880160e-05 3.948925e-02 2.624018e-05
#> [314,] 1.400028e-01 1.671773e-02 2.601703e-05 2.704595e-05 2.749666e-05
#> [315,] 1.947951e-04 1.693615e-01 3.108250e-05 3.058046e-05 2.818794e-05
#> [316,] 4.057787e-02 2.942837e-05 3.966854e-02 2.682677e-05 2.374763e-05
#> [317,] 2.680820e-05 1.488598e-01 7.277523e-02 9.549489e-02 2.391348e-02
#> [318,] 2.159620e-02 2.493451e-05 6.794587e-02 4.606901e-03 2.997533e-05
#> [319,] 1.193933e-01 1.110461e-01 2.405260e-05 2.647436e-05 2.692746e-05
#> [320,] 1.221515e-02 1.922672e-02 7.928260e-02 7.033927e-02 2.521881e-05
#> [321,] 5.576052e-02 3.722439e-02 2.841177e-05 2.622485e-02 2.787263e-05
#> [322,] 1.025592e-02 3.163841e-05 2.851520e-05 8.250587e-02 2.701829e-05
#> [323,] 6.829463e-03 2.688711e-05 2.086524e-05 2.801482e-05 1.849554e-05
#> [324,] 2.312870e-05 3.059207e-05 2.303247e-05 2.199825e-05 1.868275e-05
#> [325,] 9.274838e-03 2.627898e-02 1.538769e-01 3.062617e-05 2.694261e-05
#> [326,] 1.285574e-02 2.436564e-05 2.542575e-05 2.357788e-05 2.679673e-05
#> [327,] 3.933361e-02 2.784774e-05 4.240304e-02 2.680963e-05 2.382579e-05
#> [328,] 2.876241e-02 3.017204e-05 2.951640e-05 2.870069e-05 2.558860e-05
#> [329,] 1.375099e-01 2.980089e-05 2.375464e-05 2.902645e-05 2.849108e-05
#> [330,] 2.735918e-01 9.183352e-04 7.621254e-02 2.520147e-05 9.066685e-04
#> [331,] 1.286339e-01 2.648047e-05 2.120257e-05 3.552058e-02 9.906538e-02
#> [332,] 6.988573e-02 2.958304e-05 9.442297e-02 2.722502e-05 4.043370e-02
#> [333,] 2.826381e-05 5.617199e-02 2.777870e-05 2.742899e-05 2.911387e-05
#> [334,] 2.876018e-05 1.476927e-02 2.562637e-05 3.004416e-05 2.495154e-05
#> [335,] 6.581598e-02 3.103714e-05 8.218692e-02 1.660856e-01 8.710582e-02
#> [336,] 2.534422e-05 1.370158e-01 2.854220e-05 8.087578e-02 2.939583e-05
#> [337,] 3.062231e-05 5.563484e-02 2.879338e-05 2.946754e-05 1.983427e-05
#> [338,] 1.620446e-01 2.601683e-05 4.554653e-02 1.974286e-05 2.649625e-05
#> [339,] 2.315562e-05 2.862179e-05 5.240254e-02 5.909190e-02 3.134795e-02
#> [340,] 2.541504e-05 1.522174e-04 3.384481e-03 3.212383e-05 1.874185e-04
#> 
#> $F
#>             [,1]        [,2]
#>   [1,] 0.1923935  0.80760645
#>   [2,] 0.1892464  0.81075356
#>   [3,] 0.2014156  0.79858444
#>   [4,] 0.1920091  0.80799090
#>   [5,] 0.1849181  0.81508191
#>   [6,] 0.1848174  0.81518258
#>   [7,] 0.1832802  0.81671976
#>   [8,] 0.1887677  0.81123232
#>   [9,] 0.1960560  0.80394399
#>  [10,] 0.1859025  0.81409746
#>  [11,] 0.3009178  0.69908221
#>  [12,] 0.1879225  0.81207751
#>  [13,] 0.1843969  0.81560314
#>  [14,] 0.1929190  0.80708105
#>  [15,] 0.1799843  0.82001567
#>  [16,] 0.1858481  0.81415188
#>  [17,] 0.1926575  0.80734250
#>  [18,] 0.1895490  0.81045095
#>  [19,] 0.1925177  0.80748230
#>  [20,] 0.1981257  0.80187435
#>  [21,] 0.6602921  0.33970794
#>  [22,] 0.8371252 -0.16287479
#>  [23,] 0.8627863 -0.13705214
#>  [24,] 0.8243557  0.17564435
#>  [25,] 0.1829191  0.81708094
#>  [26,] 0.1845709  0.81542915
#>  [27,] 0.2039973  0.79600271
#>  [28,] 0.8038972 -0.19610282
#>  [29,] 0.1913542  0.80864584
#>  [30,] 0.1851806  0.81481945
#>  [31,] 0.1840238  0.81597625
#>  [32,] 0.2042609  0.79573909
#>  [33,] 0.1945568  0.80544322
#>  [34,] 0.8021977 -0.19780230
#>  [35,] 0.1997328  0.80026720
#>  [36,] 0.2096130  0.79038698
#>  [37,] 0.8235493 -0.17645067
#>  [38,] 0.2050569  0.79494314
#>  [39,] 0.1831803  0.81681975
#>  [40,] 0.1970464  0.80295357
#>  [41,] 0.1835006  0.81649943
#>  [42,] 0.7984877 -0.20151227
#>  [43,] 0.1934507  0.80654928
#>  [44,] 0.1996461  0.80035394
#>  [45,] 0.1962650  0.80373500
#>  [46,] 0.7995409 -0.20045915
#>  [47,] 0.7772364 -0.22270830
#>  [48,] 0.1972386  0.80276140
#>  [49,] 0.8688603 -0.13113967
#>  [50,] 0.1828457  0.81715429
#>  [51,] 0.7793125 -0.22068753
#>  [52,] 0.8097951 -0.19020488
#>  [53,] 0.7872590 -0.21274105
#>  [54,] 0.8086574 -0.19134258
#>  [55,] 0.2018436  0.79815636
#>  [56,] 0.1935156  0.80648445
#>  [57,] 0.3199070  0.68009297
#>  [58,] 0.1982944  0.80170563
#>  [59,] 0.3287656  0.67123439
#>  [60,] 0.2006351  0.79936493
#>  [61,] 0.8238463 -0.17615372
#>  [62,] 0.1975591  0.80244088
#>  [63,] 0.1886223  0.81137773
#>  [64,] 0.1868298  0.81317020
#>  [65,] 0.2039233  0.79607668
#>  [66,] 0.9724092 -0.02716084
#>  [67,] 0.1885426  0.81145740
#>  [68,] 0.3137157  0.68628434
#>  [69,] 0.2018350  0.79816500
#>  [70,] 0.2086994  0.79130057
#>  [71,] 0.1949394  0.80506056
#>  [72,] 0.7771088 -0.22278831
#>  [73,] 0.1847245  0.81527553
#>  [74,] 0.1819542  0.81804577
#>  [75,] 0.1817920  0.81820801
#>  [76,] 0.1876606  0.81233941
#>  [77,] 0.1841612  0.81583875
#>  [78,] 0.1819389  0.81806108
#>  [79,] 0.1967097  0.80329029
#>  [80,] 0.1870016  0.81299839
#>  [81,] 0.2230911  0.77690887
#>  [82,] 0.1986537  0.80134634
#>  [83,] 0.8268092 -0.17319083
#>  [84,] 0.8211466 -0.17885335
#>  [85,] 0.8026672 -0.19733281
#>  [86,] 0.1821427  0.81785727
#>  [87,] 0.1977748  0.80222524
#>  [88,] 0.1972364  0.80276357
#>  [89,] 0.2000635  0.79993650
#>  [90,] 0.2018514  0.79814855
#>  [91,] 0.1862394  0.81376064
#>  [92,] 0.1833419  0.81665813
#>  [93,] 0.1993310  0.80066897
#>  [94,] 0.7028676  0.29713239
#>  [95,] 0.1882096  0.81179039
#>  [96,] 0.6308370  0.36916297
#>  [97,] 0.8608008 -0.13913847
#>  [98,] 0.8153535 -0.18464649
#>  [99,] 0.1879556  0.81204444
#> [100,] 0.8125882 -0.18741181
#> [101,] 0.1939403  0.80605971
#> [102,] 0.5084262  0.49143827
#> [103,] 0.1888325  0.81116751
#> [104,] 0.1886975  0.81130249
#> [105,] 0.8017040 -0.19829598
#> [106,] 0.2788877  0.71785414
#> [107,] 0.8042384 -0.19576160
#> [108,] 0.1946034  0.80539663
#> [109,] 0.1900986  0.80990139
#> [110,] 0.1877597  0.81224029
#> [111,] 0.1921770  0.80782298
#> [112,] 0.1900446  0.80995545
#> [113,] 0.1884615  0.81153845
#> [114,] 0.1907803  0.80921968
#> [115,] 0.1912430  0.80875697
#> [116,] 0.1886460  0.81135400
#> [117,] 0.2067899  0.79321013
#> [118,] 0.8031117 -0.19688828
#> [119,] 0.1922910  0.80770901
#> [120,] 0.1858996  0.81410044
#> [121,] 0.2872658  0.71157619
#> [122,] 0.8105154 -0.18948464
#> [123,] 0.1895278  0.81047217
#> [124,] 0.1848673  0.81513273
#> [125,] 0.1888730  0.81112697
#> [126,] 0.2874501  0.70988349
#> [127,] 0.7901899 -0.20981008
#> [128,] 0.8169925 -0.18300753
#> [129,] 0.1897051  0.81029485
#> [130,] 0.7766696 -0.22333035
#> [131,] 0.8030488 -0.19694604
#> [132,] 0.8324108 -0.16746043
#> [133,] 0.1892244  0.81077563
#> [134,] 0.8328140 -0.16716239
#> [135,] 0.1910737  0.80892628
#> [136,] 0.7953064 -0.20469363
#> [137,] 0.8150150 -0.18498504
#> [138,] 0.1873493  0.81265073
#> [139,] 0.7968701 -0.20312989
#> [140,] 0.7999264 -0.20007362
#> [141,] 0.8310105 -0.16898948
#> [142,] 0.8048344 -0.19516556
#> [143,] 0.7768452 -0.22315477
#> [144,] 0.7855739 -0.21442607
#> [145,] 0.7881937 -0.21180628
#> [146,] 0.8162487 -0.18375128
#> [147,] 0.7840870 -0.21591297
#> [148,] 0.7968403 -0.20315966
#> [149,] 0.8135906 -0.18640940
#> [150,] 0.7938009 -0.20619912
#> [151,] 0.4698204  0.53017958
#> [152,] 0.1863084  0.81369164
#> [153,] 0.7988391 -0.20115731
#> [154,] 0.7793919 -0.22060814
#> [155,] 0.7874326 -0.21256744
#> [156,] 0.8140018 -0.18599820
#> [157,] 0.2033389  0.79666115
#> [158,] 0.7928598 -0.20714017
#> [159,] 0.3805325  0.61946748
#> [160,] 0.7843749 -0.21562508
#> [161,] 0.1872343  0.81276567
#> [162,] 0.2401113  0.75988866
#> [163,] 0.3981959  0.60180409
#> [164,] 0.1916473  0.80835270
#> [165,] 0.2456732  0.75432683
#> [166,] 0.4770285  0.52297146
#> [167,] 0.1911432  0.80885676
#> [168,] 0.1834538  0.81654621
#> [169,] 0.1833936  0.81660641
#> [170,] 0.1845191  0.81548087
#> [171,] 0.1938495  0.80615046
#> [172,] 0.1855210  0.81447902
#> [173,] 0.2565763  0.74342368
#> [174,] 0.1804599  0.81954005
#> [175,] 0.1835614  0.81643858
#> [176,] 0.8392471 -0.15978548
#> [177,] 0.1799509  0.82004913
#> [178,] 0.1843722  0.81562777
#> [179,] 0.1867795  0.81322052
#> [180,] 0.1865026  0.81349737
#> [181,] 0.2061475  0.79385253
#> [182,] 0.7979644 -0.20195892
#> [183,] 0.7973011 -0.20269891
#> [184,] 0.1938016  0.80619841
#> [185,] 0.8014339 -0.19856613
#> [186,] 0.1858390  0.81416103
#> [187,] 0.7533008 -0.24669919
#> [188,] 0.1926992  0.80730078
#> [189,] 0.7863605 -0.21363950
#> [190,] 0.7867826 -0.21321743
#> [191,] 0.7927643 -0.20723570
#> [192,] 0.8015870 -0.19841299
#> [193,] 0.4441315  0.55586846
#> [194,] 0.8291493 -0.17085070
#> [195,] 0.3441740  0.65582603
#> [196,] 0.7987012 -0.20106852
#> [197,] 0.8175302 -0.18246977
#> [198,] 0.1876002  0.81239976
#> [199,] 0.7971651 -0.20283488
#> [200,] 0.7855811 -0.21441887
#> [201,] 0.7893238 -0.21067618
#> [202,] 0.1982370  0.80176298
#> [203,] 0.7977094 -0.20229063
#> [204,] 0.7925470 -0.20745298
#> [205,] 0.8107355 -0.18926451
#> [206,] 0.7981005 -0.20189949
#> [207,] 0.8065098 -0.19349023
#> [208,] 0.7894504 -0.21054960
#> [209,] 0.8038253 -0.19617469
#> [210,] 0.7797447 -0.22025530
#> [211,] 0.7991577 -0.20084231
#> [212,] 0.2045346  0.79546544
#> [213,] 0.7909165 -0.20908345
#> [214,] 0.7956020 -0.20439802
#> [215,] 0.7933618 -0.20663822
#> [216,] 0.8177649 -0.18223509
#> [217,] 0.7994153 -0.20058466
#> [218,] 0.1973828  0.80261718
#> [219,] 0.8111172 -0.18888283
#> [220,] 0.8046321 -0.19536793
#> [221,] 0.7989289 -0.20107113
#> [222,] 0.7969523 -0.20304773
#> [223,] 0.8178774 -0.18212258
#> [224,] 0.8011155 -0.19888453
#> [225,] 0.7893326 -0.21066740
#> [226,] 0.8154115 -0.18458853
#> [227,] 0.1903302  0.80966979
#> [228,] 0.8146679 -0.18531896
#> [229,] 0.8009769 -0.19902310
#> [230,] 0.1931895  0.80681051
#> [231,] 0.2585710  0.74142895
#> [232,] 0.7977166 -0.20228339
#> [233,] 0.8032939 -0.19670610
#> [234,] 0.8003838 -0.19961625
#> [235,] 0.7936819 -0.20631807
#> [236,] 0.6663256  0.33227842
#> [237,] 0.7980659 -0.20193410
#> [238,] 0.7959609 -0.20403907
#> [239,] 0.8032056 -0.19679442
#> [240,] 0.1923378  0.80766218
#> [241,] 0.2101634  0.78983660
#> [242,] 0.8278053 -0.17219468
#> [243,] 0.8170346 -0.18296540
#> [244,] 0.7989841 -0.20101594
#> [245,] 0.8186571 -0.18134286
#> [246,] 0.8157085 -0.18429146
#> [247,] 0.8034323 -0.19656771
#> [248,] 0.8035634 -0.19643662
#> [249,] 0.8255451 -0.17445490
#> [250,] 0.7758586 -0.22414139
#> [251,] 0.8182653 -0.18173473
#> [252,] 0.8182396 -0.18176040
#> [253,] 0.7876038 -0.21239625
#> [254,] 0.8105901 -0.18940993
#> [255,] 0.7968888 -0.20311124
#> [256,] 0.7877492 -0.21225085
#> [257,] 0.7945269 -0.20547311
#> [258,] 0.8178923 -0.18210773
#> [259,] 0.7767206 -0.22316948
#> [260,] 0.7922281 -0.20777194
#> [261,] 0.7956091 -0.20439095
#> [262,] 0.8298139 -0.17018613
#> [263,] 0.2441920  0.75580797
#> [264,] 0.8167576 -0.18324242
#> [265,] 0.8140533 -0.18594667
#> [266,] 0.2009742  0.79902582
#> [267,] 0.8064138 -0.19358619
#> [268,] 0.7869570 -0.21304298
#> [269,] 0.8174274 -0.18257258
#> [270,] 0.7535517 -0.24644831
#> [271,] 0.8377207  0.16227926
#> [272,] 0.8016231 -0.19837691
#> [273,] 0.1845606  0.81543939
#> [274,] 0.7882150 -0.21178496
#> [275,] 0.8241530 -0.17584704
#> [276,] 0.8269152 -0.17308478
#> [277,] 0.7860771 -0.21392287
#> [278,] 0.2098602  0.79013976
#> [279,] 0.7999201 -0.20007995
#> [280,] 0.7945236 -0.20547644
#> [281,] 0.7757529 -0.22424714
#> [282,] 0.6499415  0.35005847
#> [283,] 0.8183047 -0.18169533
#> [284,] 0.7915723 -0.20842770
#> [285,] 0.7920745 -0.20792547
#> [286,] 0.7540622 -0.24593782
#> [287,] 0.7852021 -0.21468405
#> [288,] 0.8452819 -0.15471810
#> [289,] 0.8270478 -0.17295219
#> [290,] 0.7937347 -0.20626534
#> [291,] 0.1885434  0.81145662
#> [292,] 0.1819921  0.81800786
#> [293,] 0.1825373  0.81746266
#> [294,] 0.1883052  0.81169479
#> [295,] 0.1944751  0.80552487
#> [296,] 0.1867844  0.81321556
#> [297,] 0.1892958  0.81070417
#> [298,] 0.1884562  0.81154382
#> [299,] 0.1887751  0.81122492
#> [300,] 0.8229869 -0.17701306
#> [301,] 0.1855302  0.81446976
#> [302,] 0.8167502 -0.18324980
#> [303,] 0.1896155  0.81038445
#> [304,] 0.2029747  0.79702531
#> [305,] 0.1813335  0.81866653
#> [306,] 0.2015840  0.79841599
#> [307,] 0.1867841  0.81321588
#> [308,] 0.1933062  0.80669376
#> [309,] 0.8257683 -0.17423168
#> [310,] 0.1897048  0.81029516
#> [311,] 0.1848106  0.81518938
#> [312,] 0.1969278  0.80307221
#> [313,] 0.8320953 -0.16790472
#> [314,] 0.8185459 -0.18145412
#> [315,] 0.2658913  0.73410869
#> [316,] 0.1856674  0.81433263
#> [317,] 0.1920905  0.80790954
#> [318,] 0.1839917  0.81600834
#> [319,] 0.1906323  0.80936773
#> [320,] 0.1828377  0.81716232
#> [321,] 0.1836355  0.81636448
#> [322,] 0.1989317  0.80106833
#> [323,] 0.7882089 -0.21179108
#> [324,] 0.7927375 -0.20726249
#> [325,] 0.1917511  0.80824890
#> [326,] 0.1879357  0.81206433
#> [327,] 0.1881730  0.81182698
#> [328,] 0.1882039  0.81179615
#> [329,] 0.1908556  0.80914444
#> [330,] 0.2255827  0.77441729
#> [331,] 0.1969843  0.80301575
#> [332,] 0.1929313  0.80706867
#> [333,] 0.1912999  0.80870008
#> [334,] 0.1910071  0.80899288
#> [335,] 0.2007310  0.79926901
#> [336,] 0.1924211  0.80757893
#> [337,] 0.1984278  0.80157221
#> [338,] 0.8139632 -0.18603678
#> [339,] 0.1865541  0.81344590
#> [340,] 0.8436072 -0.15639276
#> 
#> $ydata
#>                [,1]         [,2]
#>   [1,] -12.04322962  -5.98061642
#>   [2,] -18.90270313  -5.15858078
#>   [3,]   2.94678059 -11.97907259
#>   [4,] -13.13960225  -7.73629715
#>   [5,]  -3.33465164 -15.05788657
#>   [6,]  -8.15021004 -14.98378652
#>   [7,]   0.70185339 -16.74620827
#>   [8,]  -2.86147564 -13.19144311
#>   [9,]  12.53660248  -7.77920694
#>  [10,] -16.30458659  -9.54669108
#>  [11,] -24.09268332   1.01594406
#>  [12,]  -7.71302462 -10.90107607
#>  [13,]  -0.60875129 -15.30716629
#>  [14,]   0.47976821 -12.31384549
#>  [15,]  -0.95671591 -25.88847183
#>  [16,]   0.13562661 -14.45051409
#>  [17,] -12.17932672  -5.24383162
#>  [18,]  -9.88329948  -7.83933300
#>  [19,] -11.32413539  -3.96231357
#>  [20,]   1.52942278  -4.98472800
#>  [21,] -16.04016462   9.44744668
#>  [22,] -11.84255698  18.39519399
#>  [23,] -12.06252671  16.72618635
#>  [24,] -15.29788897  12.37335427
#>  [25,]  -5.85527217 -21.34672043
#>  [26,]  -1.28476053 -17.50540031
#>  [27,]   6.31709500  -2.77087904
#>  [28,]  -2.22455931   8.10473211
#>  [29,]  12.61379612 -13.03176805
#>  [30,]   7.52530615 -15.31463123
#>  [31,]  -0.72158089 -16.86831176
#>  [32,]   5.55896678  -2.77423721
#>  [33,]  13.36169703 -12.55385087
#>  [34,]  15.68772029  -0.56100129
#>  [35,]  14.87250497 -10.94650170
#>  [36,]   5.90635549  -2.38390706
#>  [37,]  -0.88409661  25.05732378
#>  [38,]  14.55217662 -11.66227797
#>  [39,]   3.79897638 -18.29662491
#>  [40,]   9.09802736  -7.20721175
#>  [41,]   9.01344362 -17.32842405
#>  [42,]  -1.86140628   7.58184119
#>  [43,]   7.17370555 -10.23119782
#>  [44,]  17.02096331  -7.82713740
#>  [45,]  11.44748495  -7.57609924
#>  [46,]  12.17642064  13.80337243
#>  [47,]  24.79708276   3.38630192
#>  [48,]  14.80701339  -7.81007419
#>  [49,] -12.44498890  14.59280168
#>  [50,]   2.85926095 -21.40076037
#>  [51,]  24.87720118   5.17050809
#>  [52,]   7.65453064  17.25862907
#>  [53,]  16.94526130  13.13126755
#>  [54,]  13.47904490   5.53432671
#>  [55,]   5.13275538  -5.48658934
#>  [56,] -10.25177215  -5.79681413
#>  [57,] -24.17512569   1.60142034
#>  [58,]  10.44634665  -6.50981782
#>  [59,] -24.06245049   2.35359050
#>  [60,]  18.89668144  -7.13085768
#>  [61,]   2.53047672  20.51820101
#>  [62,]  15.17678691  -8.42678230
#>  [63,]  14.15627126 -17.57805229
#>  [64,]  16.05235977 -19.98995146
#>  [65,]  10.92648528  -5.44604537
#>  [66,] -13.50247152  13.77535554
#>  [67,]  15.70579821 -17.64454091
#>  [68,] -19.16944286   4.34019941
#>  [69,]  18.12790421  -8.39306127
#>  [70,] -16.23092135   1.25930401
#>  [71,]   6.21130943 -10.13674753
#>  [72,]  25.80881345   3.70162224
#>  [73,]   6.67076302 -22.29554635
#>  [74,]   2.02742175 -18.67595533
#>  [75,]  -2.21541980 -23.17990205
#>  [76,]  13.71693513 -18.65434448
#>  [77,]   6.65563877 -21.82277490
#>  [78,]   3.33024601 -19.92516213
#>  [79,]  13.86431263  -8.10926829
#>  [80,]  16.25416537 -20.13438375
#>  [81,] -21.42253661  -1.49592495
#>  [82,]   7.66707154  -6.84649425
#>  [83,]  -4.12756093  18.80820831
#>  [84,]  -3.13181521  19.09970590
#>  [85,]  15.16607204   1.84676200
#>  [86,]   2.15916825 -19.96587585
#>  [87,]   8.89513548  -6.03740858
#>  [88,]   5.79693805  -8.94447371
#>  [89,]   6.78707722  -4.98367144
#>  [90,]   3.96645999  -4.50123267
#>  [91,]  10.98004241 -14.04130876
#>  [92,]  -4.95881887 -19.55827522
#>  [93,]   7.59586774  -4.91284538
#>  [94,] -15.86653590  10.53358374
#>  [95,]  11.54710177 -13.66372244
#>  [96,] -16.87171579   9.80286628
#>  [97,] -12.08482169  15.73413812
#>  [98,]  -1.22846013  14.56852783
#>  [99,] -12.98855215 -14.44415188
#> [100,]   0.52740963  14.28925280
#> [101,] -12.36326131  -3.16509550
#> [102,] -22.55471463   9.03536273
#> [103,]  -6.94432530  -9.72138260
#> [104,] -12.17247379 -13.23070925
#> [105,]  15.11642900  -0.08012252
#> [106,]  -6.03556610   2.06670175
#> [107,]  12.76596967   4.38659173
#> [108,]  -4.92641508  -6.06377342
#> [109,]  -8.53550012 -11.35442564
#> [110,] -17.16639759  -6.09634753
#> [111,] -14.20496179  -2.61645935
#> [112,] -15.93570465  -3.18271636
#> [113,]   0.22317454 -13.66423666
#> [114,]  -5.98471061  -7.97433992
#> [115,]  -2.65565306  -8.05029447
#> [116,] -14.03204254 -14.16556016
#> [117,]   2.83083926 -10.89968515
#> [118,]  14.93334115   2.68748145
#> [119,]  -9.44053388  -5.76309385
#> [120,]  -8.47789388 -14.54809294
#> [121,]  -4.17002770   2.81235382
#> [122,]   7.94680405  16.08556079
#> [123,] -12.83616099  -8.56608213
#> [124,]  -7.20057027 -15.02214691
#> [125,]  -7.77710486 -12.21639341
#> [126,]  -4.36079784   3.14569860
#> [127,]   6.23983031   6.16159067
#> [128,]  -4.45276587  23.28259101
#> [129,] -15.28604529  -2.82804561
#> [130,]  -0.81007164  -0.75225871
#> [131,]  15.77894343  -0.50258470
#> [132,] -10.72182401  20.13478668
#> [133,] -14.25383291  -8.01880715
#> [134,] -11.90183416  19.51013088
#> [135,]  -5.06964304  -3.25109554
#> [136,]   1.53981804  10.92794915
#> [137,]  -1.40497618  13.67845947
#> [138,] -16.71500069 -12.43346552
#> [139,]   1.92787234   7.21031596
#> [140,]   9.50912614   2.76066260
#> [141,]  -9.49946059  17.43738090
#> [142,]  14.69041565   3.94031587
#> [143,]   1.02581760  -1.38062572
#> [144,]  20.52025586   8.79874598
#> [145,]  19.09034236   8.51813493
#> [146,]  -0.56521284  19.07108911
#> [147,]  22.22077622   7.61999194
#> [148,]  10.52880857  21.76426316
#> [149,]  -0.37410496  13.94040421
#> [150,]  14.23526858  14.39059191
#> [151,] -21.97039280   8.33730247
#> [152,] -17.26007981  -9.27589405
#> [153,]  13.35491478  17.61629137
#> [154,]  24.06319485   4.66075179
#> [155,]  16.57057386  12.79234190
#> [156,]   2.62749409  18.12227043
#> [157,]  18.87279802  -6.57037396
#> [158,]  20.53628093   1.05651725
#> [159,] -20.54672336   5.32978253
#> [160,]  21.76493182   8.99221221
#> [161,]  14.23776506 -19.29156320
#> [162,] -17.17106000   2.55238057
#> [163,] -20.49792293   5.86507838
#> [164,]  16.43183962 -17.65101502
#> [165,] -17.38355595   3.05904532
#> [166,] -20.87017007   7.76213715
#> [167,] -21.16290565  -5.02988956
#> [168,]   8.89350064 -16.45608241
#> [169,]   9.33489446 -16.53474926
#> [170,]   9.76020186 -15.28446542
#> [171,] -19.12031108  -3.92895125
#> [172,] -18.48797328  -8.90455425
#> [173,] -17.83601463   3.20832789
#> [174,]  -1.33829892 -24.58803210
#> [175,]   5.56438583 -21.55637410
#> [176,]  -9.82744574  21.54030286
#> [177,]  -0.87649985 -25.65982428
#> [178,]  -8.34644632 -20.64855739
#> [179,] -15.78040365 -15.24729844
#> [180,]   6.75153050 -22.81871179
#> [181,] -20.97496988  -2.08435441
#> [182,]  14.20487092  17.67576362
#> [183,]  13.70134503  16.73005575
#> [184,]  -8.13176248  -0.94113538
#> [185,]   9.93362393  18.86774941
#> [186,]   1.95218837 -22.21059532
#> [187,] -22.94749621 -14.04051884
#> [188,]  -5.44378598  -4.29046224
#> [189,]   0.40315814   3.75416109
#> [190,]  17.18005883  12.45030117
#> [191,]   9.55319557   9.28681775
#> [192,]  -5.68996399   8.53857219
#> [193,] -21.64319316   7.55253499
#> [194,]  -9.92226973  20.12635922
#> [195,] -23.91575153   2.98531115
#> [196,]  14.41971068  17.99399820
#> [197,]  -1.95906155  18.63659435
#> [198,]  16.26654727 -18.87993578
#> [199,]  13.02088233  14.56627150
#> [200,]  -0.13788980   2.81402096
#> [201,]   5.97710690   5.45364759
#> [202,]  14.01020848 -12.04441434
#> [203,]   9.95049827  -0.53969313
#> [204,]   6.44515317   1.93892703
#> [205,]   2.55422379  16.54154966
#> [206,]  11.33377247  -1.18556297
#> [207,]   2.64891562  15.89390773
#> [208,]   5.22506423   2.85581110
#> [209,]  13.80168298   3.24808550
#> [210,]   1.11798381  -0.19762772
#> [211,]  10.24959958  20.32550809
#> [212,]   4.54282597 -11.86196332
#> [213,]  20.96957279   0.08180771
#> [214,]   1.03560993  10.56107667
#> [215,]   0.87884202   7.36967844
#> [216,]   1.87213272  19.56071824
#> [217,]  11.13916806  12.88244658
#> [218,]   1.75200916  -7.69850223
#> [219,]  -4.81882052  11.11580980
#> [220,]   9.36734320   4.40257728
#> [221,]  10.09355308  12.63206070
#> [222,]   6.06832744  10.01166477
#> [223,]  -2.63744785  14.08968521
#> [224,]  11.07790379   4.09401089
#> [225,]  21.14374059  -0.61562681
#> [226,]   0.37070200  19.29689977
#> [227,] -13.10853980 -15.22450329
#> [228,]  13.22304314   7.05312411
#> [229,]   9.67685839   3.19906129
#> [230,] -12.43062666  -4.01639504
#> [231,]  -6.68522089   2.03545897
#> [232,]  10.46228278  21.37438058
#> [233,]   9.89584094  13.38611934
#> [234,]  -5.85453464   8.17857017
#> [235,]   1.22431722   8.32587150
#> [236,] -14.95968724   9.00031366
#> [237,]  11.61913219  -1.10979724
#> [238,]  18.48854513   4.79048951
#> [239,]  -2.61641846  10.45215330
#> [240,]  -2.44118386  -7.43247261
#> [241,]   4.77151984  -6.31797337
#> [242,]   0.59983977  24.79392454
#> [243,]  -3.29549536  24.22177565
#> [244,]  -5.96615112   7.60139573
#> [245,]  -7.41468500  12.50131464
#> [246,]  -4.97543488  13.98859464
#> [247,]  15.81539173   3.25106092
#> [248,]   3.14021797   6.91401750
#> [249,]  -8.63913044  16.09419577
#> [250,]   0.32953075  -1.71501209
#> [251,]  -7.66028048  11.86601897
#> [252,]  -7.91435636  11.66818714
#> [253,]   1.07031324   4.53793570
#> [254,]   4.87015986  18.92452901
#> [255,]  17.99702177   4.63273078
#> [256,]   3.73828539   2.20658857
#> [257,]   6.40740595   9.28223225
#> [258,]  -6.93636667  15.63424002
#> [259,]  25.63599343   3.22355174
#> [260,]   7.27428981   8.26578101
#> [261,]   8.78440881   0.16144704
#> [262,]   2.86110391  21.89228596
#> [263,]  -4.03201320   0.88298892
#> [264,]   7.88357648  14.04034652
#> [265,]  13.65374837   6.61445068
#> [266,]  18.20497540  -7.14958439
#> [267,]   8.65194650  17.66887706
#> [268,]  17.52705587  10.47658629
#> [269,]  -2.27530431  19.10358045
#> [270,] -22.97535666 -14.04134845
#> [271,] -14.93890551  12.70014342
#> [272,]   5.79142505  11.00818319
#> [273,]  -6.39672722 -15.43926187
#> [274,]  -0.23424882   6.86387880
#> [275,]   3.55152315  20.90421791
#> [276,]   0.09763509  24.96844493
#> [277,]  -0.04323424   2.62596198
#> [278,]   3.65711698 -11.88827821
#> [279,]  -1.68325534  10.13826020
#> [280,]   7.94624827   0.82576345
#> [281,]  -0.72284689  -1.31402054
#> [282,] -15.49318774   8.85667539
#> [283,]  -6.66896192  13.95110508
#> [284,]   2.58147166   2.04601728
#> [285,]  20.38855765   1.27713368
#> [286,] -22.93444830 -14.01269056
#> [287,]  22.12310839   9.35900947
#> [288,] -10.47752783  16.07570226
#> [289,] -12.76071470  18.58772997
#> [290,]  18.64060185   7.48740135
#> [291,]  -8.29179035  -8.98695020
#> [292,]   3.98820288 -19.26359902
#> [293,]  -5.22595583 -20.75596231
#> [294,] -15.26891892  -6.87450053
#> [295,]  -0.67531780 -10.49958249
#> [296,] -18.16956065  -7.13237969
#> [297,]  -6.10319969  -8.86011965
#> [298,] -12.20585343   3.45671654
#> [299,] -16.54741618  -3.89117108
#> [300,]   7.41795248  14.42851222
#> [301,] -18.52910963  -9.22657902
#> [302,]  -3.94526928  23.68198363
#> [303,]  -4.05740776  -8.45864447
#> [304,]   3.82791238  -7.74787248
#> [305,]  -0.22247418 -24.82453237
#> [306,] -12.74704027  -2.35333500
#> [307,] -15.68617405 -14.99812503
#> [308,]  -7.42910949  -1.52002437
#> [309,]  -8.42003527  13.15173546
#> [310,] -21.14115646  -5.22109611
#> [311,]  -8.26586629 -20.03340102
#> [312,]   0.86349964  -8.20549264
#> [313,]   1.30558165  24.27736689
#> [314,]  -2.63341360  24.64281656
#> [315,]  -4.47604530   1.60582830
#> [316,]  -2.94243484 -14.27017830
#> [317,]  -3.48188853  -6.18866081
#> [318,]  -5.66441227 -15.97636538
#> [319,]  -9.26326464  -6.77014644
#> [320,]  -4.34099526 -20.60091495
#> [321,]  -7.49589878 -20.16588991
#> [322,]   2.50151665  -4.73153216
#> [323,]  16.20755276  10.44430193
#> [324,]   8.73101790   8.76952361
#> [325,]  -9.06146827  -0.41519229
#> [326,] -11.14290806   4.41986102
#> [327,] -10.88141181   4.52765007
#> [328,] -10.55033443   3.65206253
#> [329,] -11.02948480   2.52474096
#> [330,]   3.27723246  -9.53806534
#> [331,] -10.79176360   1.06275256
#> [332,]  -1.58442293  -9.42053846
#> [333,]  -5.34848197  -2.74508508
#> [334,]  -4.54675637  -3.17615664
#> [335,]  -0.02494208  -6.60768059
#> [336,]  -9.90871311   0.17801707
#> [337,]   1.75049369  -8.14545433
#> [338,]   5.27031145  19.70640948
#> [339,] -15.05220128 -15.13882226
#> [340,]  -5.01076620  18.31168985
#> 
#> $alphaK
#>  [1] 8.965861e-03 3.635547e-03 9.278381e-04 1.158117e-04 1.368377e-05
#>  [6] 3.615666e-02 2.286262e-02 1.103571e-02 3.277653e-03 3.939768e-04
#> [11] 5.794889e-02 4.346517e-02 2.722443e-02 1.215624e-02 2.757050e-03
#> [16] 7.282630e-02 5.958957e-02 4.280425e-02 2.391851e-02 7.922387e-03
#> [21] 8.274863e-02 7.118755e-02 5.542033e-02 3.546542e-02 1.492320e-02
#> [26] 8.955959e-02 7.951607e-02 6.516196e-02 4.553668e-02 2.248240e-02
#> 
#> $val
#>        [,1]       [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
#>   [1,]    0 0.21008268 0.5548361 0.5642399 0.6036025 0.6187478 0.6731110
#>   [2,]    0 0.36559516 0.3929311 0.3961206 0.4022411 0.4046364 0.4190888
#>   [3,]    0 0.44181311 0.5223522 0.5252698 0.5485599 0.6357620 0.6808887
#>   [4,]    0 0.35507220 0.4123620 0.4892944 0.5486124 0.5642399 0.5853662
#>   [5,]    0 0.30577832 0.3380723 0.4737212 0.4789019 0.5305156 0.5313689
#>   [6,]    0 0.18921629 0.2265665 0.3149088 0.3727678 0.3989052 0.4054227
#>   [7,]    0 0.25442567 0.3623334 0.3694716 0.3787003 0.4035115 0.4173162
#>   [8,]    0 0.26324049 0.4399133 0.4737212 0.4758650 0.4858203 0.5154510
#>   [9,]    0 0.30553299 0.4124983 0.4375429 0.4826829 0.5310868 0.5581906
#>  [10,]    0 0.36992699 0.3764325 0.3995829 0.4012731 0.4145588 0.4810096
#>  [11,]    0 0.30922681 0.4355401 0.5286562 0.5581635 0.5734838 0.5958262
#>  [12,]    0 0.31609553 0.3278618 0.3377863 0.3534413 0.3743682 0.4054227
#>  [13,]    0 0.35110006 0.3538009 0.4076398 0.4139126 0.4404933 0.4419583
#>  [14,]    0 0.37566745 0.4622423 0.5252698 0.5530822 0.5724198 0.6011797
#>  [15,]    0 0.16365249 0.2322076 0.2419798 0.2490912 0.3483686 0.3528479
#>  [16,]    0 0.25540900 0.3511001 0.3625387 0.3802826 0.3911775 0.4035115
#>  [17,]    0 0.21008268 0.4332469 0.5593407 0.5932679 0.5974502 0.6184042
#>  [18,]    0 0.35354656 0.3950695 0.4083863 0.4319908 0.4342795 0.5095727
#>  [19,]    0 0.42902467 0.4899390 0.5363742 0.5422934 0.6184042 0.6314679
#>  [20,]    0 0.34797484 0.6596590 0.6683975 0.6734223 0.6831599 0.7058097
#>  [21,]    0 0.41277868 0.4147741 0.4344087 0.4677784 0.4909784 0.6181118
#>  [22,]    0 0.43684450 0.4653628 0.4968511 0.5457065 0.5744453 0.6165653
#>  [23,]    0 0.44433284 0.4796306 0.4968511 0.5505081 0.5724944 0.5761576
#>  [24,]    0 0.32087460 0.4034548 0.4796306 0.5787302 0.6029796 0.6159026
#>  [25,]    0 0.25390658 0.3584309 0.4022285 0.4033579 0.4076553 0.4154132
#>  [26,]    0 0.40127313 0.4113119 0.4737622 0.5314559 0.5349872 0.5474134
#>  [27,]    0 0.31097978 0.3329398 0.5004201 0.5173297 0.5531912 0.5638598
#>  [28,]    0 0.23581259 0.3392367 0.3412259 0.3747563 0.3838366 0.3926590
#>  [29,]    0 0.28440794 0.4102939 0.5155708 0.5481254 0.5537950 0.5787302
#>  [30,]    0 0.55023932 0.5614824 0.5700697 0.5897813 0.6534435 0.6718572
#>  [31,]    0 0.37870032 0.4113119 0.4601574 0.4629086 0.4940967 0.5020384
#>  [32,]    0 0.33293983 0.3344840 0.5546383 0.6029796 0.6200861 0.6339550
#>  [33,]    0 0.28440794 0.3514638 0.5049558 0.5484720 0.5649935 0.6699049
#>  [34,]    0 0.19086899 0.4076285 0.6355692 0.6835775 0.6996620 0.7422719
#>  [35,]    0 0.30476969 0.3563265 0.3655982 0.3848965 0.4977125 0.5030755
#>  [36,]    0 0.31097978 0.3344840 0.4204750 0.4847280 0.5339224 0.6001377
#>  [37,]    0 0.22129101 0.3140227 0.3369622 0.4660600 0.5132243 0.5680809
#>  [38,]    0 0.30476969 0.3369577 0.3989246 0.4909784 0.5049558 0.5717659
#>  [39,]    0 0.25313088 0.2691949 0.2865463 0.3623334 0.3835136 0.3853237
#>  [40,]    0 0.26062205 0.4391632 0.4826829 0.5125735 0.5291897 0.5503501
#>  [41,]    0 0.25859624 0.3725657 0.3732962 0.4035178 0.4193526 0.4309524
#>  [42,]    0 0.23581259 0.2375158 0.2830006 0.2918966 0.3251027 0.3450267
#>  [43,]    0 0.48199049 0.5579594 0.5623553 0.5669702 0.5714794 0.5749109
#>  [44,]    0 0.34973073 0.3950881 0.4862546 0.4977125 0.5625294 0.5680809
#>  [45,]    0 0.41249833 0.4366404 0.4913542 0.5291897 0.5522420 0.5620708
#>  [46,]    0 0.30119205 0.3315838 0.4879061 0.4920757 0.5497232 0.5556247
#>  [47,]    0 0.13238877 0.1640277 0.1853554 0.2574737 0.3697700 0.4347843
#>  [48,]    0 0.24029303 0.2800734 0.4375429 0.4788649 0.4862546 0.5030755
#>  [49,]    0 0.56822681 0.5999922 0.6256979 0.6837329 0.7619489 0.7938033
#>  [50,]    0 0.30099526 0.3155761 0.3251940 0.3420006 0.3854499 0.3866273
#>  [51,]    0 0.25084874 0.2543083 0.2574737 0.3207276 0.4748773 0.5483758
#>  [52,]    0 0.33288789 0.3677858 0.4618818 0.4661386 0.5329710 0.5373457
#>  [53,]    0 0.19795917 0.2044924 0.4126519 0.4148489 0.4215849 0.4260272
#>  [54,]    0 0.35607702 0.4116098 0.4408494 0.4483185 0.5315281 0.5372657
#>  [55,]    0 0.45685586 0.5361857 0.5369994 0.5447596 0.6142246 0.6296207
#>  [56,]    0 0.47095931 0.4903442 0.5306066 0.5948032 0.6036025 0.6054648
#>  [57,]    0 0.30922681 0.3501305 0.4671818 0.5187566 0.5205930 0.6758357
#>  [58,]    0 0.43916321 0.4533762 0.4799277 0.4913542 0.5527192 0.5759758
#>  [59,]    0 0.20024447 0.3501305 0.4233670 0.4355401 0.4560804 0.4705990
#>  [60,]    0 0.38412443 0.4171038 0.4788649 0.5578597 0.6292444 0.6476746
#>  [61,]    0 0.36623028 0.4633123 0.5487378 0.5800563 0.6049416 0.6144066
#>  [62,]    0 0.24029303 0.2744281 0.3497307 0.3563265 0.4799277 0.5310868
#>  [63,]    0 0.33456972 0.4075196 0.4281949 0.4660556 0.5196545 0.5440531
#>  [64,]    0 0.17983836 0.2573849 0.4129406 0.4342182 0.4969863 0.5119743
#>  [65,]    0 0.45337623 0.6242163 0.6331626 0.6406152 0.6671087 0.6853280
#>  [66,]    0 0.41822088 0.4847280 0.5940266 0.6256979 0.6261846 0.6311242
#>  [67,]    0 0.27190843 0.3262689 0.3345697 0.3649636 0.4079381 0.4129406
#>  [68,]    0 0.22797082 0.2567807 0.2771525 0.3061945 0.3383904 0.3690482
#>  [69,]    0 0.54969174 0.5827740 0.6069806 0.6070252 0.6672185 0.6673481
#>  [70,]    0 0.31670323 0.3764820 0.3878765 0.4340183 0.4846078 0.4892944
#>  [71,]    0 0.46330446 0.4885533 0.5579594 0.5877514 0.6338483 0.6667811
#>  [72,]    0 0.12780824 0.1853554 0.2508487 0.3018043 0.4626804 0.5772417
#>  [73,]    0 0.22739199 0.2618597 0.4101044 0.4309524 0.4328620 0.4496948
#>  [74,]    0 0.21657310 0.2419798 0.2531309 0.2544257 0.2593325 0.2986090
#>  [75,]    0 0.26501361 0.3331836 0.3497473 0.3563811 0.3879491 0.3900681
#>  [76,]    0 0.36479306 0.3853237 0.3915640 0.3977031 0.4158839 0.4281949
#>  [77,]    0 0.22739199 0.3635318 0.3704715 0.4035178 0.4863636 0.4943332
#>  [78,]    0 0.24612367 0.2531962 0.2865463 0.2986090 0.3009953 0.3917826
#>  [79,]    0 0.27442810 0.2800734 0.3055330 0.3655982 0.4366404 0.5656527
#>  [80,]    0 0.17983836 0.3536256 0.3649636 0.5065047 0.5106893 0.5369044
#>  [81,]    0 0.31953895 0.4705537 0.5414851 0.5581635 0.5950797 0.6363755
#>  [82,]    0 0.26062205 0.5144879 0.5361857 0.5495395 0.5527192 0.5773109
#>  [83,]    0 0.35012197 0.3851934 0.4675786 0.4783036 0.4898196 0.4951167
#>  [84,]    0 0.22940421 0.3004349 0.3501220 0.4371403 0.4502376 0.4975804
#>  [85,]    0 0.34473103 0.4860246 0.5041001 0.5382310 0.6721025 0.6960746
#>  [86,]    0 0.21657310 0.2531962 0.3155761 0.3483686 0.3545125 0.3579184
#>  [87,]    0 0.49831858 0.5125735 0.5980449 0.6202805 0.6259540 0.6348136
#>  [88,]    0 0.46330446 0.5456793 0.5495395 0.5706419 0.5725445 0.6144000
#>  [89,]    0 0.29889157 0.4568559 0.5144879 0.5274722 0.5339224 0.5414456
#>  [90,]    0 0.60499543 0.6074604 0.6296207 0.6367645 0.6382993 0.6392915
#>  [91,]    0 0.27207989 0.3331093 0.4903447 0.4940967 0.5155708 0.5486532
#>  [92,]    0 0.26788840 0.3380723 0.3763390 0.4002810 0.4579349 0.4902769
#>  [93,]    0 0.29889157 0.4983186 0.5147134 0.5173297 0.5503501 0.5773109
#>  [94,]    0 0.40345481 0.4344087 0.4506842 0.4851951 0.5026991 0.5248160
#>  [95,]    0 0.27207989 0.4102939 0.4656174 0.5106893 0.5328705 0.5400943
#>  [96,]    0 0.41277868 0.4506842 0.5765516 0.5870921 0.5971625 0.6371833
#>  [97,]    0 0.44433284 0.5500122 0.5682268 0.5744453 0.5940266 0.6127468
#>  [98,]    0 0.40078321 0.4183370 0.4193152 0.4788719 0.4827323 0.4863057
#>  [99,]    0 0.43486091 0.4741226 0.5108767 0.5370029 0.5447406 0.5533595
#> [100,]    0 0.33727172 0.4618818 0.4883148 0.5072508 0.5272055 0.5577937
#> [101,]    0 0.32121027 0.4243219 0.4290247 0.5139173 0.5593407 0.6676554
#> [102,]    0 0.53527242 0.5675555 0.5734070 0.6731110 0.6750689 0.6844040
#> [103,]    0 0.35344130 0.4184619 0.4206581 0.4766015 0.5251975 0.5290238
#> [104,]    0 0.54474056 0.5950117 0.6143104 0.6154005 0.6293939 0.6483901
#> [105,]    0 0.40762848 0.4322058 0.4784433 0.5041001 0.5904022 0.5933496
#> [106,]    0 0.51886475 0.5742676 0.6011519 0.6226727 0.6500224 0.6523321
#> [107,]    0 0.31881130 0.3560770 0.3939065 0.4300029 0.4368532 0.4387056
#> [108,]    0 0.52795434 0.5373457 0.5765795 0.5964621 0.6260900 0.6718348
#> [109,]    0 0.37436816 0.4555113 0.4712135 0.4766015 0.5013537 0.5530048
#> [110,]    0 0.23703206 0.2921900 0.3280039 0.3302196 0.3440052 0.3558803
#> [111,]    0 0.31950030 0.5139173 0.5981572 0.5982240 0.6241181 0.6577724
#> [112,]    0 0.28065556 0.4230143 0.5139272 0.5598688 0.5920946 0.5931598
#> [113,]    0 0.25540900 0.3756675 0.4095402 0.4615419 0.4653531 0.4735894
#> [114,]    0 0.27061486 0.5251975 0.5279543 0.5438884 0.6030370 0.6207517
#> [115,]    0 0.26877862 0.5348438 0.6011519 0.6020541 0.6203765 0.6428658
#> [116,]    0 0.36956078 0.4516566 0.5136343 0.5542211 0.5713969 0.5823269
#> [117,]    0 0.52235222 0.5343470 0.6068071 0.6084909 0.6435173 0.6672185
#> [118,]    0 0.34473103 0.5070364 0.5274004 0.5405837 0.6892900 0.7008178
#> [119,]    0 0.32680109 0.4709593 0.5422934 0.5450080 0.6357620 0.6474736
#> [120,]    0 0.18921629 0.2521513 0.3278618 0.3462228 0.3787265 0.3831387
#> [121,]    0 0.12117601 0.6068071 0.6076458 0.6440782 0.7011651 0.7334577
#> [122,]    0 0.36778581 0.4428706 0.5134998 0.5172579 0.5174339 0.5489507
#> [123,]    0 0.34622285 0.3495473 0.3550722 0.3989052 0.4083863 0.4864143
#> [124,]    0 0.18509725 0.2265665 0.2521513 0.3016745 0.3160955 0.3766924
#> [125,]    0 0.30167454 0.3716822 0.4232719 0.4304808 0.4555113 0.4929607
#> [126,]    0 0.12117601 0.6693603 0.6832911 0.6882912 0.6946239 0.7001324
#> [127,]    0 0.24744110 0.2582897 0.3085038 0.3311087 0.4052926 0.4246258
#> [128,]    0 0.34790868 0.4470344 0.5020674 0.5071744 0.5123504 0.5231058
#> [129,]    0 0.31950030 0.4230143 0.4311984 0.4581184 0.4917812 0.5136343
#> [130,]    0 0.15119712 0.1945738 0.2163177 0.2687922 0.2996042 0.3717942
#> [131,]    0 0.19086899 0.4322058 0.6006702 0.6159026 0.6200861 0.6577617
#> [132,]    0 0.45605293 0.5823269 0.6261191 0.6529582 0.6572248 0.6790150
#> [133,]    0 0.34954733 0.3691812 0.4022411 0.4085736 0.4123620 0.4803704
#> [134,]    0 0.46536279 0.6203310 0.6261191 0.6368621 0.6526760 0.6573442
#> [135,]    0 0.21318226 0.2151678 0.3477529 0.5155206 0.5638494 0.5747759
#> [136,]    0 0.17665994 0.2472045 0.2735703 0.2895581 0.3366381 0.3386515
#> [137,]    0 0.29687262 0.2991529 0.3258734 0.3297953 0.3808478 0.4193152
#> [138,]    0 0.43188205 0.4376343 0.4728217 0.5246368 0.5324890 0.5350687
#> [139,]    0 0.17711532 0.2492314 0.2569347 0.2918966 0.2935686 0.3279565
#> [140,]    0 0.18522517 0.3150547 0.3327357 0.3457319 0.3686306 0.3687637
#> [141,]    0 0.54430789 0.5457065 0.5538939 0.5624009 0.5904586 0.5911423
#> [142,]    0 0.44238070 0.4524481 0.5104329 0.5274004 0.5506959 0.5709460
#> [143,]    0 0.15166186 0.1983793 0.2484758 0.2687922 0.2712763 0.3297953
#> [144,]    0 0.28306738 0.3246428 0.3893348 0.4126519 0.4335821 0.4614838
#> [145,]    0 0.28306738 0.3111222 0.3595862 0.4067285 0.4215849 0.4881229
#> [146,]    0 0.27222118 0.3378486 0.3460238 0.4241332 0.4295093 0.4371403
#> [147,]    0 0.34187111 0.3697700 0.4503236 0.4601412 0.4614838 0.4615543
#> [148,]    0 0.20779079 0.2894822 0.2987910 0.3004314 0.4177686 0.4662582
#> [149,]    0 0.29687262 0.3356559 0.3372717 0.3900071 0.4183370 0.4233297
#> [150,]    0 0.35616043 0.3943349 0.4148489 0.5129441 0.5497232 0.5589120
#> [151,]    0 0.31495929 0.5224934 0.5369044 0.5621650 0.5675555 0.5702110
#> [152,]    0 0.32307103 0.3552240 0.3699270 0.4318071 0.5209405 0.5614824
#> [153,]    0 0.31120759 0.4694069 0.5067217 0.5832279 0.6317477 0.6991253
#> [154,]    0 0.16402774 0.2543083 0.2774048 0.3018043 0.3297358 0.3418711
#> [155,]    0 0.19621699 0.2044924 0.3561604 0.3604562 0.3822752 0.3888582
#> [156,]    0 0.28510278 0.4439002 0.4526325 0.4635517 0.4654477 0.4884171
#> [157,]    0 0.39258128 0.4171038 0.6532578 0.6591261 0.6646945 0.6891009
#> [158,]    0 0.20191137 0.3258756 0.3285039 0.3441491 0.3580182 0.3615512
#> [159,]    0 0.18662977 0.2567807 0.3341196 0.3502405 0.4233670 0.4646288
#> [160,]    0 0.27498075 0.3246428 0.3297358 0.4347843 0.4601412 0.5144174
#> [161,]    0 0.36479306 0.4011393 0.4342182 0.4723977 0.5119973 0.5321811
#> [162,]    0 0.20364147 0.2078760 0.3167032 0.3383904 0.3911384 0.4263493
#> [163,]    0 0.18662977 0.3061945 0.4478372 0.4717544 0.4772623 0.4849190
#> [164,]    0 0.27190843 0.2872578 0.3058553 0.3911384 0.3977031 0.4498197
#> [165,]    0 0.19022137 0.2036415 0.2771525 0.3058553 0.4015077 0.4079381
#> [166,]    0 0.44783723 0.4591169 0.4646288 0.5819316 0.6234221 0.6368621
#> [167,]    0 0.04907841 0.3344561 0.3440052 0.3921809 0.4046364 0.4048193
#> [168,]    0 0.25859624 0.2736047 0.3453981 0.5502393 0.5516130 0.5630267
#> [169,]    0 0.27360472 0.3732962 0.4172124 0.4943332 0.5235350 0.5431103
#> [170,]    0 0.33310935 0.3453981 0.4172124 0.4193526 0.4656174 0.4737622
#> [171,]    0 0.45377073 0.5675373 0.6204448 0.6529582 0.6553693 0.6621540
#> [172,]    0 0.12177774 0.2722052 0.3230710 0.3743019 0.3764325 0.3846281
#> [173,]    0 0.19022137 0.2078760 0.2279708 0.3878765 0.4767460 0.4772623
#> [174,]    0 0.23220757 0.2447819 0.2545024 0.2650136 0.3538009 0.3786731
#> [175,]    0 0.36353180 0.3649639 0.3866273 0.3917826 0.4101044 0.4870958
#> [176,]    0 0.68611825 0.7211905 0.7470202 0.7567952 0.7629254 0.7717377
#> [177,]    0 0.16365249 0.2447819 0.2653843 0.3563811 0.3671841 0.3709268
#> [178,]    0 0.34210277 0.3882828 0.4372373 0.5350687 0.5369533 0.5536363
#> [179,]    0 0.13570747 0.3168455 0.3695608 0.4211009 0.4581184 0.5307235
#> [180,]    0 0.26185971 0.3704715 0.4086455 0.4393638 0.4446693 0.4569518
#> [181,]    0 0.31953895 0.4145148 0.4159735 0.4425814 0.5720590 0.5840744
#> [182,]    0 0.38067287 0.4694069 0.4972496 0.5483758 0.6246039 0.6550837
#> [183,]    0 0.31120759 0.4972496 0.5001827 0.5205930 0.5225241 0.5589120
#> [184,]    0 0.41212958 0.4284032 0.4379869 0.4760830 0.4894310 0.5013000
#> [185,]    0 0.46077025 0.4843228 0.5057505 0.5832279 0.5934208 0.5934698
#> [186,]    0 0.34200057 0.3515435 0.3528479 0.3545125 0.3709268 0.4462746
#> [187,]    0 0.12838155 0.1294390 0.2787196 0.3603879 0.3869159 0.3869370
#> [188,]    0 0.34775287 0.4555410 0.5175195 0.5931598 0.6236442 0.6260900
#> [189,]    0 0.19985950 0.2249784 0.2593785 0.2678664 0.3004314 0.3078926
#> [190,]    0 0.19621699 0.1979592 0.2700022 0.3893348 0.3943349 0.4067285
#> [191,]    0 0.21115170 0.2735703 0.3250215 0.3377091 0.3393415 0.3448055
#> [192,]    0 0.07831910 0.2473067 0.3059028 0.3259968 0.3694880 0.4022375
#> [193,]    0 0.31495929 0.3341196 0.4591169 0.4660622 0.4705990 0.4717544
#> [194,]    0 0.45605293 0.6022164 0.6538385 0.6738163 0.6856976 0.6991688
#> [195,]    0 0.20024447 0.3502405 0.3690482 0.4040733 0.4660622 0.4671818
#> [196,]    0 0.38067287 0.4040733 0.4560804 0.5067217 0.5187566 0.5225241
#> [197,]    0 0.24624787 0.3004349 0.3100616 0.3378486 0.3819523 0.3851934
#> [198,]    0 0.25738490 0.2872578 0.3262689 0.3536256 0.3725657 0.3915640
#> [199,]    0 0.30119205 0.5001827 0.5129441 0.5579583 0.6713314 0.6878408
#> [200,]    0 0.09876131 0.1998595 0.2520807 0.2673873 0.2948789 0.2987910
#> [201,]    0 0.23977299 0.2582897 0.3288911 0.3707641 0.4058583 0.4060977
#> [202,]    0 0.33695772 0.3514638 0.3848965 0.5481254 0.6412399 0.6493366
#> [203,]    0 0.17223482 0.3454026 0.3787025 0.3847770 0.4401421 0.4452380
#> [204,]    0 0.21712020 0.2236763 0.2472045 0.3155938 0.3221513 0.3339467
#> [205,]    0 0.21232152 0.2851028 0.3100616 0.3978307 0.4011336 0.4238621
#> [206,]    0 0.15081708 0.3787025 0.3991433 0.4408181 0.4729817 0.4788041
#> [207,]    0 0.21232152 0.2895581 0.3185717 0.3420596 0.3727183 0.3819523
#> [208,]    0 0.21116951 0.2171202 0.2397730 0.2783685 0.3085038 0.3147227
#> [209,]    0 0.41160977 0.4437179 0.4536271 0.4860246 0.5070364 0.5104329
#> [210,]    0 0.19457383 0.1983793 0.2219083 0.2621237 0.2679035 0.2993826
#> [211,]    0 0.43107903 0.4662582 0.4843228 0.5743962 0.5870174 0.5921310
#> [212,]    0 0.54855990 0.5553920 0.5573346 0.5927675 0.6144066 0.6667811
#> [213,]    0 0.32587564 0.3421754 0.3603879 0.3714464 0.3873919 0.4696353
#> [214,]    0 0.17665994 0.2557508 0.2652699 0.3221513 0.3279565 0.3296795
#> [215,]    0 0.17711532 0.1946232 0.1986969 0.2375158 0.3296795 0.3412259
#> [216,]    0 0.36623028 0.3934275 0.4125987 0.4654477 0.4898196 0.5379771
#> [217,]    0 0.33158383 0.3366381 0.3393415 0.3831059 0.3978307 0.4046375
#> [218,]    0 0.17242864 0.3637519 0.5721670 0.5725445 0.6063982 0.6230902
#> [219,]    0 0.30590284 0.3314438 0.3386022 0.3402756 0.3450818 0.3896964
#> [220,]    0 0.29974315 0.3352792 0.3607238 0.3703969 0.3798303 0.3821474
#> [221,]    0 0.31410992 0.3285039 0.3831059 0.4028225 0.4544582 0.4580655
#> [222,]    0 0.15604346 0.2268291 0.2695454 0.3081093 0.3408707 0.3450248
#> [223,]    0 0.32587343 0.4276182 0.4640308 0.4644213 0.4788719 0.4832952
#> [224,]    0 0.28712058 0.3188113 0.3231599 0.3642178 0.3661428 0.3687637
#> [225,]    0 0.32202902 0.3774923 0.3873919 0.4027710 0.4175433 0.4221026
#> [226,]    0 0.27222118 0.4125987 0.4231211 0.4609680 0.5047536 0.5187743
#> [227,]    0 0.47412261 0.6357859 0.6438789 0.6544459 0.6727911 0.6737925
#> [228,]    0 0.41774559 0.4408494 0.4428706 0.5094144 0.5757554 0.6390746
#> [229,]    0 0.18522517 0.2871206 0.2997431 0.3151900 0.3155938 0.3323253
#> [230,]    0 0.32121027 0.4332469 0.4899390 0.6187478 0.6490185 0.6502948
#> [231,]    0 0.47121346 0.5094144 0.5188648 0.5372657 0.6207517 0.6715195
#> [232,]    0 0.20779079 0.4218072 0.4270521 0.4310790 0.4809508 0.5284620
#> [233,]    0 0.31410992 0.4144149 0.5489507 0.5556247 0.5692259 0.5718480
#> [234,]    0 0.07831910 0.1964518 0.3402756 0.3655221 0.3778777 0.4069472
#> [235,]    0 0.19462323 0.2557508 0.2569347 0.3060771 0.3251027 0.3441491
#> [236,]    0 0.33469018 0.3682986 0.4068132 0.4213105 0.4677784 0.4759800
#> [237,]    0 0.15081708 0.3847770 0.4544559 0.4741405 0.4784433 0.4902246
#> [238,]    0 0.29409865 0.3501882 0.4138071 0.4235126 0.4313931 0.4514253
#> [239,]    0 0.29460478 0.3259968 0.3571294 0.3655221 0.3689443 0.3893152
#> [240,]    0 0.26877862 0.4789671 0.4920229 0.5226191 0.6290097 0.6559828
#> [241,]    0 0.49997514 0.5447596 0.5957624 0.6044256 0.6331626 0.6554406
#> [242,]    0 0.22054447 0.2639837 0.3369622 0.4240406 0.4612419 0.5094056
#> [243,]    0 0.27464068 0.3691518 0.4502376 0.4660600 0.4895693 0.4959827
#> [244,]    0 0.19645175 0.2473067 0.2623299 0.3143796 0.3211608 0.3450818
#> [245,]    0 0.26658395 0.3414293 0.3803514 0.4576286 0.4957317 0.5667746
#> [246,]    0 0.38214737 0.3854713 0.4076194 0.4100023 0.4182673 0.4644213
#> [247,]    0 0.44877464 0.4524481 0.4712541 0.5226842 0.5382310 0.5405837
#> [248,]    0 0.24923144 0.3359199 0.3607238 0.3906469 0.3922110 0.3927656
#> [249,]    0 0.46403080 0.4992059 0.5249777 0.5297141 0.5382894 0.5383934
#> [250,]    0 0.15166186 0.1639769 0.2163177 0.2621237 0.2991529 0.3356559
#> [251,]    0 0.16121754 0.2665839 0.3926590 0.4076194 0.4197151 0.4304085
#> [252,]    0 0.16121754 0.3414293 0.3838366 0.3921313 0.4079740 0.4447973
#> [253,]    0 0.25937846 0.3602157 0.3888582 0.4026599 0.4160857 0.4230188
#> [254,]    0 0.29143032 0.3408707 0.3632984 0.3934275 0.4231211 0.4700418
#> [255,]    0 0.28774920 0.2940986 0.2996042 0.3231599 0.3351984 0.3901825
#> [256,]    0 0.21116951 0.2219083 0.2368215 0.2712763 0.3143796 0.3288911
#> [257,]    0 0.15604346 0.2095058 0.3308263 0.3311087 0.3534034 0.3848781
#> [258,]    0 0.36948803 0.4319833 0.4364628 0.4560373 0.5094709 0.5231058
#> [259,]    0 0.12780824 0.1323888 0.2774048 0.3207276 0.4503236 0.4892728
#> [260,]    0 0.20950583 0.2123775 0.2474411 0.2695454 0.2783685 0.3185717
#> [261,]    0 0.17223482 0.1780999 0.3323253 0.3327357 0.3500328 0.3991433
#> [262,]    0 0.37373960 0.3832078 0.4439002 0.4612419 0.4715331 0.4807416
#> [263,]    0 0.21027650 0.5511149 0.5525203 0.5760254 0.6264817 0.6371643
#> [264,]    0 0.21100162 0.5462015 0.5615116 0.5692259 0.5747077 0.5896528
#> [265,]    0 0.41774559 0.4483185 0.5352724 0.5709460 0.5777212 0.6775227
#> [266,]    0 0.38412443 0.3925813 0.3950881 0.5337478 0.5917906 0.5941360
#> [267,]    0 0.33288789 0.4607702 0.5172579 0.5901830 0.5964621 0.6298790
#> [268,]    0 0.27000222 0.3595862 0.3903828 0.3915606 0.4113137 0.4260272
#> [269,]    0 0.22940421 0.2462479 0.3386022 0.3460238 0.4300450 0.4356661
#> [270,]    0 0.12943903 0.1535513 0.2684706 0.3346902 0.3450267 0.4003068
#> [271,]    0 0.32087460 0.4182209 0.4204750 0.4851951 0.5004201 0.5505081
#> [272,]    0 0.22682914 0.2659378 0.2914303 0.2948789 0.3078926 0.3534034
#> [273,]    0 0.18509725 0.2347701 0.3149088 0.3377863 0.3716822 0.3831387
#> [274,]    0 0.19869687 0.2608813 0.2684706 0.2787196 0.2830006 0.3060771
#> [275,]    0 0.38320783 0.4263504 0.4633123 0.5004560 0.5175119 0.5525203
#> [276,]    0 0.22054447 0.2212910 0.3151107 0.4343701 0.4715331 0.5496917
#> [277,]    0 0.09876131 0.2249784 0.2283438 0.2659637 0.2894822 0.3211608
#> [278,]    0 0.44181311 0.5553920 0.5808513 0.6084909 0.6471058 0.6814936
#> [279,]    0 0.26526991 0.2935686 0.2946048 0.3392367 0.3607265 0.3707448
#> [280,]    0 0.17809990 0.2236763 0.3150547 0.3151900 0.3454026 0.3784497
#> [281,]    0 0.15119712 0.1639769 0.2484758 0.2679035 0.2877492 0.3642178
#> [282,]    0 0.39892462 0.4068132 0.4147741 0.4383110 0.5028486 0.5034820
#> [283,]    0 0.38035139 0.4100023 0.4197151 0.4281614 0.4560373 0.5383934
#> [284,]    0 0.22834377 0.2368215 0.2623299 0.2673873 0.2993826 0.3141051
#> [285,]    0 0.20191137 0.3137669 0.3501882 0.3676220 0.3714464 0.3809730
#> [286,]    0 0.12838155 0.1535513 0.2608813 0.3220290 0.3421754 0.3682986
#> [287,]    0 0.27498075 0.4474818 0.4775348 0.5248253 0.5443867 0.5675373
#> [288,]    0 0.49920592 0.5500122 0.5761576 0.6261846 0.6392761 0.6405557
#> [289,]    0 0.38547125 0.4368445 0.5194086 0.5502911 0.5568570 0.5724337
#> [290,]    0 0.31112224 0.4138071 0.4299066 0.4528265 0.4715424 0.4727340
#> [291,]    0 0.37872645 0.3950695 0.4206581 0.4298816 0.4603453 0.4864143
#> [292,]    0 0.24612367 0.2593325 0.2691949 0.3251940 0.3331836 0.3579184
#> [293,]    0 0.25390658 0.2678884 0.3284466 0.3497473 0.3605878 0.4713776
#> [294,]    0 0.32800394 0.3874207 0.4060102 0.4085736 0.4342795 0.4594218
#> [295,]    0 0.36465421 0.5255028 0.5537742 0.5830466 0.6091019 0.6360625
#> [296,]    0 0.23703206 0.2722052 0.3159978 0.3216376 0.3344561 0.3874207
#> [297,]    0 0.27061486 0.4184619 0.4503021 0.4603453 0.5052328 0.5237063
#> [298,]    0 0.29797050 0.3752183 0.3770272 0.3987992 0.4617307 0.4773306
#> [299,]    0 0.28065556 0.2921900 0.3730496 0.3921809 0.4311984 0.4470887
#> [300,]    0 0.21100162 0.5004560 0.5594490 0.5671810 0.5717005 0.5760254
#> [301,]    0 0.12177774 0.3159978 0.3552240 0.3558803 0.3961245 0.4145588
#> [302,]    0 0.34790868 0.3691518 0.4389542 0.5085657 0.5140096 0.5142651
#> [303,]    0 0.45030212 0.4789671 0.4871832 0.5290238 0.5554969 0.5581704
#> [304,]    0 0.47678167 0.5019064 0.6044256 0.6063982 0.6231990 0.6334186
#> [305,]    0 0.24909118 0.2545024 0.2653843 0.3515435 0.4060102 0.4293862
#> [306,]    0 0.42432195 0.5757554 0.6241181 0.6336082 0.6490185 0.6767190
#> [307,]    0 0.13570747 0.2970561 0.4516566 0.4906512 0.4917812 0.5108767
#> [308,]    0 0.41466680 0.4284032 0.4891716 0.5595752 0.5638494 0.5692778
#> [309,]    0 0.43040851 0.4447973 0.4957317 0.5211245 0.5601130 0.5771595
#> [310,]    0 0.04907841 0.3216376 0.3302196 0.3730496 0.3743019 0.3961206
#> [311,]    0 0.28535691 0.3421028 0.4758167 0.4811575 0.4871832 0.5185214
#> [312,]    0 0.28756434 0.3637519 0.5473183 0.5537742 0.5817909 0.6212990
#> [313,]    0 0.26398373 0.3151107 0.3737396 0.5015899 0.5132243 0.5573346
#> [314,]    0 0.27464068 0.3140227 0.4240406 0.4343701 0.4389542 0.5683988
#> [315,]    0 0.21027650 0.5440606 0.5982231 0.6076458 0.6139294 0.6523321
#> [316,]    0 0.26324049 0.3057783 0.4076398 0.4579349 0.4641260 0.4706344
#> [317,]    0 0.44367954 0.5052394 0.5226191 0.5581704 0.5747759 0.5765795
#> [318,]    0 0.23477013 0.3727678 0.3766924 0.4601574 0.4602580 0.4972039
#> [319,]    0 0.32680109 0.3535466 0.4095402 0.4594218 0.4622423 0.4903442
#> [320,]    0 0.32844663 0.4002810 0.4154132 0.4205469 0.4438529 0.4476348
#> [321,]    0 0.28535691 0.3605878 0.3763390 0.3882828 0.4076553 0.4419583
#> [322,]    0 0.34797484 0.4894310 0.5369994 0.6074604 0.6358660 0.6544396
#> [323,]    0 0.33770907 0.3604562 0.3773652 0.3903828 0.4071777 0.4140349
#> [324,]    0 0.21115170 0.2123775 0.2520807 0.2659378 0.2659637 0.2678664
#> [325,]    0 0.33439320 0.3484170 0.3857939 0.4379869 0.4739357 0.4799342
#> [326,]    0 0.10187048 0.2391654 0.2979705 0.3091558 0.3484170 0.4227041
#> [327,]    0 0.10187048 0.2584175 0.3504653 0.3770272 0.3857939 0.4033579
#> [328,]    0 0.23916535 0.2584175 0.2738763 0.3584309 0.3660744 0.3987992
#> [329,]    0 0.27387631 0.3091558 0.3136254 0.3504653 0.3752183 0.4906929
#> [330,]    0 0.48074159 0.5015899 0.5019064 0.5094056 0.5343470 0.5995543
#> [331,]    0 0.30313468 0.3136254 0.3660744 0.4048193 0.4159735 0.4237059
#> [332,]    0 0.36465421 0.4399133 0.4920229 0.5348438 0.5473183 0.5767120
#> [333,]    0 0.21318226 0.2502326 0.4146668 0.4555410 0.4799342 0.5052394
#> [334,]    0 0.21516784 0.2502326 0.4436795 0.5175195 0.5244066 0.5598688
#> [335,]    0 0.54406065 0.5511149 0.5817909 0.5979403 0.6399700 0.6644145
#> [336,]    0 0.30313468 0.3343932 0.4246117 0.4271218 0.4479322 0.4728217
#> [337,]    0 0.17242864 0.2875643 0.4767817 0.5706419 0.6262063 0.6399700
#> [338,]    0 0.34502482 0.3632984 0.3848781 0.4263504 0.4661386 0.5009216
#> [339,]    0 0.29705614 0.3168455 0.4348609 0.4394726 0.5047776 0.5282414
#> [340,]    0 0.47830361 0.4975804 0.4999751 0.5601130 0.6098629 0.6142246
#>             [,8]      [,9]     [,10]
#>   [1,] 0.6886733 0.7081364 0.7140268
#>   [2,] 0.4318071 0.4482420 0.4537707
#>   [3,] 0.7080422 0.7101117 0.7113576
#>   [4,] 0.5974502 0.6084104 0.6140198
#>   [5,] 0.5338519 0.5692945 0.5789895
#>   [6,] 0.4138314 0.4929607 0.4949876
#>   [7,] 0.4362861 0.4404933 0.4632746
#>   [8,] 0.5255028 0.5369030 0.5554969
#>   [9,] 0.5646401 0.5660157 0.5944439
#>  [10,] 0.5082032 0.5109529 0.5486124
#>  [11,] 0.6110073 0.6503972 0.7146817
#>  [12,] 0.4232719 0.4298816 0.4602580
#>  [13,] 0.4584913 0.4615419 0.4629086
#>  [14,] 0.6054648 0.6091019 0.6118669
#>  [15,] 0.3625387 0.3628086 0.3865285
#>  [16,] 0.4138314 0.4293862 0.4776505
#>  [17,] 0.6611568 0.6750689 0.6801743
#>  [18,] 0.5264344 0.5363742 0.5450080
#>  [19,] 0.6416031 0.6679178 0.6867232
#>  [20,] 0.7078977 0.7204308 0.7462240
#>  [21,] 0.6573442 0.6761926 0.6823667
#>  [22,] 0.6180639 0.6790150 0.7525271
#>  [23,] 0.5897813 0.6343307 0.6498369
#>  [24,] 0.6177547 0.6274046 0.6276918
#>  [25,] 0.4227041 0.4372373 0.4758167
#>  [26,] 0.5780916 0.5921401 0.6005669
#>  [27,] 0.5823446 0.6039359 0.6127056
#>  [28,] 0.4418332 0.4457744 0.4473810
#>  [29,] 0.5894387 0.6651537 0.6988958
#>  [30,] 0.7080409 0.7314142 0.7582241
#>  [31,] 0.5119470 0.5177609 0.5338519
#>  [32,] 0.6367645 0.6672055 0.6984273
#>  [33,] 0.7297451 0.7417988 0.7435820
#>  [34,] 0.7542726 0.7610732 0.7624354
#>  [35,] 0.5097237 0.5484720 0.5537950
#>  [36,] 0.6276918 0.6382993 0.6498369
#>  [37,] 0.6070252 0.6406152 0.6417934
#>  [38,] 0.5894387 0.6088557 0.6177547
#>  [39,] 0.3865285 0.4075196 0.4498197
#>  [40,] 0.5666679 0.5749109 0.6139301
#>  [41,] 0.5119743 0.5249367 0.5375212
#>  [42,] 0.3869370 0.3921313 0.4064713
#>  [43,] 0.5852238 0.6013967 0.6286705
#>  [44,] 0.5741624 0.5759758 0.5827740
#>  [45,] 0.5657246 0.5768324 0.5945144
#>  [46,] 0.5559788 0.5576019 0.5957296
#>  [47,] 0.4775348 0.5843374 0.6173294
#>  [48,] 0.5785875 0.5917906 0.6259428
#>  [49,] 0.8303643 0.8370175 0.8370334
#>  [50,] 0.3879491 0.3975449 0.4020319
#>  [51,] 0.5698812 0.5718480 0.6054916
#>  [52,] 0.5637698 0.6109434 0.6264817
#>  [53,] 0.4422910 0.4576383 0.4615543
#>  [54,] 0.5506959 0.5561216 0.5881301
#>  [55,] 0.6692051 0.6740623 0.6768323
#>  [56,] 0.6127885 0.6280451 0.6611568
#>  [57,] 0.6890640 0.6958243 0.6991253
#>  [58,] 0.5785875 0.5841981 0.6202805
#>  [59,] 0.4883074 0.5348995 0.5424094
#>  [60,] 0.6628022 0.6825384 0.7200125
#>  [61,] 0.6232910 0.6492931 0.6566616
#>  [62,] 0.5337478 0.5522420 0.5578597
#>  [63,] 0.5604483 0.5650278 0.5669702
#>  [64,] 0.5328705 0.5544594 0.5739071
#>  [65,] 0.6865300 0.7053395 0.7083779
#>  [66,] 0.6381248 0.6698727 0.6768323
#>  [67,] 0.4263493 0.4513502 0.4723977
#>  [68,] 0.3764820 0.4883074 0.5321811
#>  [69,] 0.6825384 0.7104651 0.7360186
#>  [70,] 0.5235940 0.5254506 0.5306066
#>  [71,] 0.6768513 0.6939842 0.7139428
#>  [72,] 0.5862624 0.6017720 0.6246039
#>  [73,] 0.4501958 0.4619470 0.4712534
#>  [74,] 0.3671841 0.3786731 0.3911775
#>  [75,] 0.4022285 0.4139126 0.4258195
#>  [76,] 0.4328620 0.4381099 0.4390120
#>  [77,] 0.5353346 0.5529560 0.5805899
#>  [78,] 0.4362861 0.4381099 0.4512203
#>  [79,] 0.5741624 0.5841981 0.5980449
#>  [80,] 0.5962043 0.6085610 0.6095455
#>  [81,] 0.6423759 0.6449862 0.6477771
#>  [82,] 0.6152698 0.6334186 0.6348136
#>  [83,] 0.5658582 0.5918273 0.6242163
#>  [84,] 0.5187743 0.5194893 0.5295402
#>  [85,] 0.7093600 0.7197707 0.7412327
#>  [86,] 0.3694716 0.3835136 0.4205469
#>  [87,] 0.6355692 0.6553567 0.6718939
#>  [88,] 0.6173122 0.6231990 0.6320916
#>  [89,] 0.5638598 0.5666679 0.6035997
#>  [90,] 0.6438474 0.6554406 0.6683975
#>  [91,] 0.5801452 0.5921401 0.5967228
#>  [92,] 0.4914211 0.5020384 0.5147134
#>  [93,] 0.6001377 0.6142879 0.6339550
#>  [94,] 0.5717659 0.6162395 0.6343307
#>  [95,] 0.5516130 0.5649935 0.5656527
#>  [96,] 0.6414829 0.6660304 0.6691517
#>  [97,] 0.6343651 0.6688801 0.6723880
#>  [98,] 0.5622270 0.5830764 0.6091747
#>  [99,] 0.5542211 0.5870786 0.6373732
#> [100,] 0.5622270 0.5694954 0.5716621
#> [101,] 0.6715195 0.7258033 0.7268091
#> [102,] 0.6940497 0.7190915 0.7907755
#> [103,] 0.5533595 0.5942574 0.6020541
#> [104,] 0.6509336 0.6635022 0.6795171
#> [105,] 0.6439825 0.6619082 0.6816081
#> [106,] 0.6588833 0.6653415 0.6707838
#> [107,] 0.4423807 0.4437179 0.4973546
#> [108,] 0.6743137 0.6828402 0.6903144
#> [109,] 0.5615579 0.5768500 0.6154005
#> [110,] 0.3655952 0.3691812 0.3846281
#> [111,] 0.6762055 0.6954195 0.6964325
#> [112,] 0.5941910 0.5982240 0.6063676
#> [113,] 0.4788655 0.4800000 0.4949876
#> [114,] 0.6284325 0.6314679 0.6499239
#> [115,] 0.6745256 0.6803383 0.7381088
#> [116,] 0.5981572 0.6483901 0.6544459
#> [117,] 0.6892797 0.6962447 0.7001324
#> [118,] 0.7421228 0.7510613 0.7550493
#> [119,] 0.6767456 0.7155757 0.7259768
#> [120,] 0.4304808 0.4319908 0.4972039
#> [121,] 0.7349790 0.7374949 0.7474756
#> [122,] 0.5589662 0.5594490 0.5716621
#> [123,] 0.5055180 0.5361190 0.5548361
#> [124,] 0.4758650 0.5124844 0.5227697
#> [125,] 0.5052328 0.5763840 0.5830466
#> [126,] 0.7056571 0.7064341 0.7460893
#> [127,] 0.4285992 0.4675440 0.4694101
#> [128,] 0.5440970 0.5618336 0.5683988
#> [129,] 0.5435752 0.5710078 0.6240267
#> [130,] 0.3893752 0.4113137 0.4218388
#> [131,] 0.6960746 0.7194416 0.7442681
#> [132,] 0.6962996 0.7031456 0.7465063
#> [133,] 0.4810096 0.5330232 0.5521503
#> [134,] 0.6593317 0.6712515 0.7020695
#> [135,] 0.5920946 0.6543992 0.7060563
#> [136,] 0.3487139 0.3707448 0.3807986
#> [137,] 0.4385837 0.4420874 0.4480799
#> [138,] 0.5494024 0.5521326 0.5687343
#> [139,] 0.3409707 0.3747563 0.3968523
#> [140,] 0.3798303 0.4136192 0.4368532
#> [141,] 0.6042131 0.6405557 0.6738163
#> [142,] 0.5734070 0.6256863 0.6721025
#> [143,] 0.3352792 0.3661428 0.3901825
#> [144,] 0.4857859 0.5443867 0.5448071
#> [145,] 0.5196085 0.5347888 0.5369787
#> [146,] 0.4584513 0.4800161 0.4854529
#> [147,] 0.4626804 0.4748773 0.5367114
#> [148,] 0.4685580 0.4816377 0.4898628
#> [149,] 0.4397971 0.4585362 0.4607187
#> [150,] 0.5636781 0.5689525 0.5698373
#> [151,] 0.5819316 0.6017720 0.6240426
#> [152,] 0.5864283 0.5967999 0.6074821
#> [153,] 0.7003356 0.7247405 0.7393330
#> [154,] 0.4474818 0.4857859 0.5690944
#> [155,] 0.3915606 0.4621037 0.4660449
#> [156,] 0.4920757 0.5175119 0.5427653
#> [157,] 0.6927372 0.7049274 0.7220564
#> [158,] 0.3686306 0.3953697 0.4313341
#> [159,] 0.4767460 0.4938585 0.5224934
#> [160,] 0.5369787 0.5698812 0.5862624
#> [161,] 0.5348995 0.5369044 0.5440531
#> [162,] 0.4587793 0.4843680 0.5196545
#> [163,] 0.4909622 0.5424094 0.5734838
#> [164,] 0.4660556 0.4822598 0.4903447
#> [165,] 0.4158839 0.4340183 0.4824536
#> [166,] 0.6371833 0.6389250 0.6746582
#> [167,] 0.4127622 0.4145148 0.4393674
#> [168,] 0.5801452 0.5805899 0.5945144
#> [169,] 0.6203340 0.6333734 0.6427441
#> [170,] 0.5382872 0.5402779 0.5698867
#> [171,] 0.6864877 0.6993353 0.7096096
#> [172,] 0.4127622 0.4190888 0.4318821
#> [173,] 0.4822598 0.5099494 0.5240349
#> [174,] 0.3802826 0.4266135 0.4391782
#> [175,] 0.4885378 0.4888147 0.5094852
#> [176,] 0.7893208 0.8013276 0.8100288
#> [177,] 0.3804900 0.3854499 0.4538847
#> [178,] 0.5806122 0.5905057 0.6040924
#> [179,] 0.5370029 0.5379444 0.5521326
#> [180,] 0.4885378 0.5237108 0.5342966
#> [181,] 0.6445643 0.6583751 0.6621540
#> [182,] 0.6633825 0.6685621 0.6758357
#> [183,] 0.6339123 0.6413106 0.6538661
#> [184,] 0.5980041 0.6110982 0.6159372
#> [185,] 0.6053507 0.6192266 0.6409552
#> [186,] 0.4618546 0.4885533 0.4961395
#> [187,] 0.4213105 0.4221026 0.4314309
#> [188,] 0.7159402 0.7199331 0.7326203
#> [189,] 0.3141051 0.3750542 0.4595008
#> [190,] 0.4071777 0.4207573 0.4990852
#> [191,] 0.3693338 0.3750542 0.3822752
#> [192,] 0.4146124 0.4356661 0.4487461
#> [193,] 0.4892728 0.5535632 0.5772417
#> [194,] 0.7087259 0.7156210 0.7198991
#> [195,] 0.4846078 0.4849190 0.5240349
#> [196,] 0.6138822 0.6232769 0.6477588
#> [197,] 0.4105982 0.4467992 0.4609680
#> [198,] 0.4011393 0.4015077 0.5377945
#> [199,] 0.6924664 0.7001945 0.7105128
#> [200,] 0.3461753 0.3768644 0.3840038
#> [201,] 0.4081485 0.4156684 0.4159189
#> [202,] 0.6574728 0.6761926 0.6880200
#> [203,] 0.4536271 0.4973546 0.5123504
#> [204,] 0.3457319 0.3500328 0.3563702
#> [205,] 0.4444168 0.4642663 0.4650506
#> [206,] 0.4812703 0.4970575 0.5000219
#> [207,] 0.3821898 0.3893152 0.3922760
#> [208,] 0.3308334 0.3367401 0.3571294
#> [209,] 0.5348473 0.5904022 0.5923716
#> [210,] 0.3147227 0.3351984 0.3359199
#> [211,] 0.6357887 0.6412174 0.6490267
#> [212,] 0.7167006 0.7338632 0.7447035
#> [213,] 0.4798198 0.5163134 0.5245987
#> [214,] 0.3448055 0.3615512 0.3821898
#> [215,] 0.3580182 0.3607265 0.3676220
#> [216,] 0.5506769 0.5572248 0.5861934
#> [217,] 0.4144149 0.4494875 0.4556984
#> [218,] 0.6700873 0.6703858 0.6768513
#> [219,] 0.4106190 0.4281614 0.4319833
#> [220,] 0.3908290 0.4015291 0.4024130
#> [221,] 0.4763763 0.4938463 0.4997375
#> [222,] 0.3727183 0.3840038 0.4052926
#> [223,] 0.5067150 0.5211621 0.5458497
#> [224,] 0.3703969 0.3871822 0.4054721
#> [225,] 0.4355040 0.4403050 0.4532619
#> [226,] 0.5216761 0.5404018 0.5407692
#> [227,] 0.7167534 0.7368175 0.7401357
#> [228,] 0.6416031 0.6522505 0.6658126
#> [229,] 0.3882414 0.3920679 0.4156684
#> [230,] 0.6553693 0.6762055 0.7104656
#> [231,] 0.6767190 0.6985544 0.7308944
#> [232,] 0.5659448 0.5704131 0.5767141
#> [233,] 0.5787916 0.5807278 0.5869367
#> [234,] 0.4267987 0.4364628 0.4419897
#> [235,] 0.3602157 0.3809730 0.4016841
#> [236,] 0.4964656 0.5026991 0.5568570
#> [237,] 0.5525064 0.5649580 0.5657367
#> [238,] 0.4712541 0.4765050 0.4845604
#> [239,] 0.3896964 0.4240049 0.4300450
#> [240,] 0.6772101 0.6831599 0.7248864
#> [241,] 0.6609513 0.6641317 0.6980572
#> [242,] 0.6071457 0.6316656 0.6641317
#> [243,] 0.4970575 0.5020674 0.5050199
#> [244,] 0.3461753 0.3808478 0.3832290
#> [245,] 0.5797153 0.6006702 0.6030618
#> [246,] 0.5267740 0.5433955 0.5667746
#> [247,] 0.5577741 0.5665826 0.5701935
#> [248,] 0.4043762 0.4064713 0.4182673
#> [249,] 0.5911423 0.6085229 0.6220728
#> [250,] 0.3667812 0.4007832 0.4059179
#> [251,] 0.4342122 0.5194086 0.5251307
#> [252,] 0.4748061 0.4959961 0.4964656
#> [253,] 0.4267565 0.4268101 0.4414748
#> [254,] 0.4800161 0.4973751 0.5057505
#> [255,] 0.4059179 0.4207573 0.4288360
#> [256,] 0.3563702 0.3667812 0.3689443
#> [257,] 0.3922760 0.3981902 0.4369060
#> [258,] 0.5250944 0.5357378 0.5382894
#> [259,] 0.5144174 0.5248253 0.5369044
#> [260,] 0.3250215 0.3339467 0.3487139
#> [261,] 0.4300029 0.4544559 0.4620878
#> [262,] 0.5487378 0.5671810 0.5927675
#> [263,] 0.6394587 0.6718348 0.6814936
#> [264,] 0.6170062 0.6317356 0.6440782
#> [265,] 0.6801743 0.6829094 0.6843837
#> [266,] 0.6069806 0.6439570 0.6494846
#> [267,] 0.6317477 0.6637619 0.6751999
#> [268,] 0.4288360 0.4335821 0.4451725
#> [269,] 0.4405312 0.4614826 0.4675786
#> [270,] 0.4079740 0.4403050 0.4457744
#> [271,] 0.5546383 0.5657246 0.6127468
#> [272,] 0.3693338 0.3759288 0.3783344
#> [273,] 0.4858203 0.5768500 0.6150673
#> [274,] 0.3137669 0.3409707 0.3774923
#> [275,] 0.5861934 0.5995543 0.6079490
#> [276,] 0.5963023 0.6227641 0.6478302
#> [277,] 0.3560284 0.3717942 0.3743032
#> [278,] 0.6824411 0.6906865 0.7646281
#> [279,] 0.4011374 0.4029611 0.4065916
#> [280,] 0.3814908 0.3871822 0.3939065
#> [281,] 0.4205522 0.4233297 0.4380739
#> [282,] 0.5097237 0.5163134 0.5248160
#> [283,] 0.5470014 0.5725808 0.5783530
#> [284,] 0.3308334 0.3314438 0.3652885
#> [285,] 0.4037850 0.4136192 0.4175433
#> [286,] 0.3903047 0.4037850 0.4206429
#> [287,] 0.6234221 0.6260447 0.6283988
#> [288,] 0.6438789 0.6690050 0.6707081
#> [289,] 0.5724944 0.6162395 0.6203310
#> [290,] 0.4761713 0.4995913 0.5005950
#> [291,] 0.5208720 0.5227697 0.5330232
#> [292,] 0.3628086 0.3649639 0.3804900
#> [293,] 0.4870958 0.5001700 0.5346022
#> [294,] 0.4773306 0.4776505 0.4794311
#> [295,] 0.6371643 0.6435173 0.6610389
#> [296,] 0.3929311 0.3995829 0.4266135
#> [297,] 0.5670313 0.5680560 0.5767120
#> [298,] 0.4783581 0.4788332 0.4811594
#> [299,] 0.4610348 0.5146158 0.5152413
#> [300,] 0.5808513 0.5947098 0.5982231
#> [301,] 0.4211009 0.4376343 0.4393674
#> [302,] 0.5194893 0.5250944 0.5404018
#> [303,] 0.6041424 0.6082503 0.6428658
#> [304,] 0.6568915 0.6692051 0.6884421
#> [305,] 0.4579512 0.4653531 0.4783581
#> [306,] 0.6843837 0.6900753 0.7238301
#> [307,] 0.5564609 0.5676327 0.5687343
#> [308,] 0.5721670 0.6195737 0.6212990
#> [309,] 0.5783530 0.5919881 0.5973530
#> [310,] 0.3961245 0.4237059 0.4425814
#> [311,] 0.5343719 0.5346022 0.5638974
#> [312,] 0.6342043 0.6568915 0.6603280
#> [313,] 0.5946991 0.6049416 0.6534579
#> [314,] 0.6231186 0.6416848 0.6534579
#> [315,] 0.6610389 0.6654170 0.6678448
#> [316,] 0.4811575 0.5444472 0.5731851
#> [317,] 0.6745256 0.7078977 0.7199331
#> [318,] 0.5313689 0.5874733 0.5963278
#> [319,] 0.5203082 0.5680673 0.6431838
#> [320,] 0.4641260 0.4818872 0.4861702
#> [321,] 0.4706344 0.4789019 0.5282414
#> [322,] 0.6742073 0.6884421 0.7230661
#> [323,] 0.4260298 0.4369060 0.4662704
#> [324,] 0.3081093 0.3308263 0.3367401
#> [325,] 0.4891716 0.5124925 0.5155206
#> [326,] 0.4246117 0.4281389 0.4760830
#> [327,] 0.4121296 0.4479322 0.4887341
#> [328,] 0.4086455 0.4271218 0.4363714
#> [329,] 0.5317272 0.5338795 0.5343363
#> [330,] 0.6262063 0.6478302 0.6492931
#> [331,] 0.4281389 0.4393638 0.4705537
#> [332,] 0.5979403 0.5997881 0.6082503
#> [333,] 0.6110982 0.6457111 0.7245361
#> [334,] 0.5676327 0.6195737 0.6251579
#> [335,] 0.6703858 0.6734223 0.6772101
#> [336,] 0.4906929 0.5013000 0.5270662
#> [337,] 0.6566535 0.6590599 0.6786103
#> [338,] 0.5407692 0.5626952 0.5741752
#> [339,] 0.5314559 0.5324890 0.5713969
#> [340,] 0.6206155 0.6544396 0.6596590
#> 
#> $ind
#>        [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10]
#>   [1,]    1   17  123    4   56  230  102   70  120    19
#>   [2,]    2  110  296  310  133  167  172  152  301   171
#>   [3,]    3  278  117   14  212  119  330   43  319   295
#>   [4,]    4  123  133   70   10    1  162   17    2   164
#>   [5,]    5  316   92    8  321   13  318   31  293   320
#>   [6,]    6  120  124  273  318  123   12   16  125   113
#>   [7,]    7   74   39   86   31   16  292   78   13    15
#>   [8,]    8  316  332    5  124  273  113  295   13   303
#>   [9,]    9   79   45   48   40   62   39  198   95    76
#>  [10,]   10  152  172  296   26  301  133    2  110     4
#>  [11,]   11   57   59  195   81  163  159  161   68   196
#>  [12,]   12  124  120  273  103  109    6  125  291   318
#>  [13,]   13   16  174  316   75    7  321   74  113    31
#>  [14,]   14  113  319    3   16   86    7   56  295    74
#>  [15,]   15  177  174   74  305   86  186   16  292    39
#>  [16,]   16  113   13   15  174   74    7    6  305   294
#>  [17,]   17    1  230  101  123    4   19   56  102   265
#>  [18,]   18  319  291  123  120  294  113    6   19   119
#>  [19,]   19  101  230   18  119   17  114  228  319   291
#>  [20,]   20  322  340   90  335  240  184  317  226   333
#>  [21,]   21   96  282   94  236   38   35  134  202   166
#>  [22,]   22  289  134   23  141   97  246  290  132   247
#>  [23,]   23   97   24   22  271  289  288   30   94    36
#>  [24,]   24  271   94   23   29   32  131   38   27    36
#>  [25,]   25  293  328   75  327  321  320  326  178   311
#>  [26,]   26   10   31  170  339   13  321   92   91   293
#>  [27,]   27   36   32  271   93   92   89  170   31    26
#>  [28,]   28   42  279  215  139  252  251  274  270   235
#>  [29,]   29   33   95   91  202   35   24   38   79    27
#>  [30,]   30  168  152  170   23  169   26   10   91   166
#>  [31,]   31    7   26  318   13   91   92   74   16     5
#>  [32,]   32   27   36  271   24  131   93   90    5    66
#>  [33,]   33   29  202   38   35   95   91   24   79    80
#>  [34,]   34  131  105   87  245   32   24  237  283    85
#>  [35,]   35   38   62   79  202   44   48  282   33    29
#>  [36,]   36   27   32  271   66   89   93   24   90    23
#>  [37,]   37  276  314  242  243  313   44   69   65   262
#>  [38,]   38   35  202  282   21   33   94   29   62    24
#>  [39,]   39   74  292   78    7   86   76   15   63   164
#>  [40,]   40   82   58    9   87   45   93   89   43    79
#>  [41,]   41  168  198  169   77  170   73   64  164    76
#>  [42,]   42   28  215  274  139  235  270  187  252   248
#>  [43,]   43   78   71   76   63   86   40  186   39    50
#>  [44,]   44   62  266   48   35  282   37   79   58    69
#>  [45,]   45    9   79   58   40   62   41  271   95   168
#>  [46,]   46  199  217  191  156  150  233  205  272   222
#>  [47,]   47  259  154   72   51  147  160  287  193   144
#>  [48,]   48   62   79    9   60   44   35   58  266    45
#>  [49,]   49   97  309   66  340   55  288   65  252    83
#>  [50,]   50   78   86  292  186  177  175   75   74    15
#>  [51,]   51   72  154   47  259  147  182  160  233   221
#>  [52,]   52  267  122  100  338  257  108  127  222   263
#>  [53,]   53  190  155  144  150  145  268  253  235   147
#>  [54,]   54  107  209  228  265  203  231  142  261   280
#>  [55,]   55   89   82  322  241  340   90  304   93    66
#>  [56,]   56  119  319   70  162    1   14   18   63    17
#>  [57,]   57   11   59  195  196  183  182  161  159   153
#>  [58,]   58   40   65   62   45   82   44   48   79    87
#>  [59,]   59  195   57  159   11  196  193   68  161   163
#>  [60,]   60  266  157   48   62   44  161   58   69    79
#>  [61,]   61  216  275  262  156  313  212  254  330   226
#>  [62,]   62   48   79   44   35   58    9  266   45    60
#>  [63,]   63   67   39   76  164  162  161  198   74    43
#>  [64,]   64   80  198   67  161  164   41   95  159   165
#>  [65,]   65   58   83  241   37   84  266  242   44   276
#>  [66,]   66  271   36   97   49  288  309   89   24    55
#>  [67,]   67  164  198   63   80  165   64  162   76   161
#>  [68,]   68  173  159  165  163  162  195   70   59   161
#>  [69,]   69  276   44  266   37  117   48   60  313   242
#>  [70,]   70  162   68  173  165  195    4   67  159    56
#>  [71,]   71   88  186   43   50  329  212  218   86    78
#>  [72,]   72  259   47   51  154  147  193  160  151   182
#>  [73,]   73   77  180  175   41   76   50  292   75   177
#>  [74,]   74   86   15   39    7  292   78  177  174    16
#>  [75,]   75  174  292  293  177   50   15   25   13    74
#>  [76,]   76  161   39  198  164  165   63   73   78   292
#>  [77,]   77   73  175  180   41   76  169   50  292   168
#>  [78,]   78  292   86   39   74   50  175    7   76    15
#>  [79,]   79   62   48    9   35   45   95   44   58    87
#>  [80,]   80   64  198   67  164   95  161  193   91   159
#>  [81,]   81  181  331  180   11  173  163   68  167   329
#>  [82,]   82   40   89   55   88   58   93  175  304    87
#>  [83,]   83   84  197  269  340  216  146  226  205    65
#>  [84,]   84  269  197   83  146  243  340  226  302   205
#>  [85,]   85  118  209  105  247  142  131  289  246   220
#>  [86,]   86   74   78   50   15  186  292    7   39   320
#>  [87,]   87   93   40   79   58    9   82   34   45    62
#>  [88,]   88   71   50   82  337  218  175  320  304    43
#>  [89,]   89   93   55   82  175   36   92   27   40   293
#>  [90,]   90    5  322   55   32   36   93   89  241    20
#>  [91,]   91   95  170  164   31   29  198  168   26    41
#>  [92,]   92  293    5  321  320  316   13   25   31    93
#>  [93,]   93   89   87   92   27   40   82   36    5    32
#>  [94,]   94   24   21   96  271  236  282   38  289    23
#>  [95,]   95   91   29  170   80   64  198  168   33    79
#>  [96,]   96   21   94   64  282  236  166  168   80    45
#>  [97,]   97   23  288   49   22   66  271   94  289   309
#>  [98,]   98  250  149  137  223  143  281  100  130   224
#>  [99,]   99  339  227  307  179  104  103  116   12    26
#> [100,]  100  149   52  127  281  250  201   98  130   122
#> [101,]  101  230  306   19  111   17  228  231  129   291
#> [102,]  102  265  151  142    1   17   72  202  259   193
#> [103,]  103   12  297  291  109  114  303   99  120   115
#> [104,]  104   99   12  120  109  123  116  291  133     4
#> [105,]  105   34  131  237   85  209  206  203  283   245
#> [106,]  106  231  201  115  127   54  315  100  128   149
#> [107,]  107  224   54  280  261  140  229  142  209   203
#> [108,]  108  114   52  317  267  188  263  100  112   335
#> [109,]  109   12  125  231  103  120  124  291  273   104
#> [110,]  110  296  299  294  310  167  301    2  133   172
#> [111,]  111  129  101  116  112  306  299  230  291   179
#> [112,]  112  299  129  110  334  135  188  298  111   291
#> [113,]  113   16   14  319   13  305   15    7   74     6
#> [114,]  114  297  103  108  291  125  231   18   19   303
#> [115,]  115  240  332  106  103  297  303  317  114   315
#> [116,]  116  179  307  129   99  339  132  111  104   227
#> [117,]  117    3  330  121  278  295   69  262   14   126
#> [118,]  118   85  209  142  247  107   54   98  231   224
#> [119,]  119  319   56   19   18    3   14  294  113   305
#> [120,]  120    6  124   12  123  291  273  125   18   318
#> [121,]  121  126  117  315  264  263  300  128   54   203
#> [122,]  122   52  228  127  267  257  233  323  300   100
#> [123,]  123  120  133    4    6   18  291  294   16     1
#> [124,]  124  273    6  120  125   12  318    8  113   291
#> [125,]  125  124  273   12  120  109    6  297    8   295
#> [126,]  126  121  315  264   54  203  117  209  128   106
#> [127,]  127  260  201  208  257  222  204  324  280   244
#> [128,]  128  302  239  243  192  203  258  234  261   314
#> [129,]  129  111  112  299  179  307  116  291  110   103
#> [130,]  130  281  210  250  143  255  277  256  268   284
#> [131,]  131   34  105  245   24   32  283   85  271    87
#> [132,]  132  194  116  134  171  145   22  144  160   287
#> [133,]  133  123  110    2  294    4  296   10  291    18
#> [134,]  134   22  289  132  166  160   21  290  236   145
#> [135,]  135  333  334  188  325  308  317  112  299   307
#> [136,]  136  214  204  191  207  217  324  260  279   208
#> [137,]  137  149  250  223  143  244   98  210  256   130
#> [138,]  138  172  301  336  325  339  178  310  179   307
#> [139,]  139  215  248  235   42  279  214  274   28   210
#> [140,]  140  229  280  261  204  158  224  220  285   107
#> [141,]  141  137   22  248  290  246  249  223  288   194
#> [142,]  142  107  247  209  118   54  265  102  224    85
#> [143,]  143  250  210  281  130  256  137  220  224   255
#> [144,]  144  145  160  190   53  268  147  154  287   155
#> [145,]  145  144  290  268  190   53  255  130  238   160
#> [146,]  146  226  197  269  200  272   84  234  254   192
#> [147,]  147  154   47  259  160  144   53   72   51   190
#> [148,]  148  232  277  200  189  284  211  253  130   244
#> [149,]  149  137  250  100  244   98  281  143  130   201
#> [150,]  150  155  190   53  199   46  183  323  268   147
#> [151,]  151  193  159  259  195  102   70  166   72    59
#> [152,]  152  172  301   10    2  296   30  110  138   310
#> [153,]  153  183  182  196  185  267   57  150   51   199
#> [154,]  154   47   51  259   72  160  147  287  144   190
#> [155,]  155  190   53  150  323  191  253  268  189   235
#> [156,]  156  205  262  207  217  216  197   46  275   272
#> [157,]  157  266   60  282  187   62   96   44  270    48
#> [158,]  158  285  213  221  235  215  214  140  274   136
#> [159,]  159  163   68  193  195   59  166  173  165   151
#> [160,]  160  287  144  154   47  147  259  145   51    72
#> [161,]  161   76  198   64   67  165   68   59   80    63
#> [162,]  162  165  173   70   68  164   67  177   76    63
#> [163,]  163  159   68  166  193  173  195  165   59    11
#> [164,]  164   67  198  165  162   76   39   63  173    91
#> [165,]  165  173  162   68  164  198   67   76   70   177
#> [166,]  166  163  193  159  151  287  134   96   68    64
#> [167,]  167  310  296  110  299    2  331  172  181   301
#> [168,]  168   41  169  170   30   95  198   91   77    45
#> [169,]  169  168   41  170   77   73  175   27   45   180
#> [170,]  170   91  168  169   41   95   26  164   31   198
#> [171,]  171    2  287  152  132  230  181  133  310   167
#> [172,]  172  301  296  152  310   10  110  167    2   138
#> [173,]  173  165  162   68   70  159  163  164  177   195
#> [174,]  174   15  177  305   75   13   74   16  296   292
#> [175,]  175   77  292   50   78   73  293  180   75   320
#> [176,]  176  211  194  181   81  144  132  188  336   135
#> [177,]  177   15  174  305   75   74  186  292   50    39
#> [178,]  178  311  321   25  138  325  293  339  327   326
#> [179,]  179  307  339  116  301  129  172   99  299   138
#> [180,]  180   73   77  328  331   50   75  175  177   336
#> [181,]  181   81  167  331  310    2  329  173  336   171
#> [182,]  182  196  153  183   51   72  233  259   47    57
#> [183,]  183  153  182  199   57  196  150   46   51   185
#> [184,]  184  327  308  325  326  322  336  328  333   329
#> [185,]  185  267  211  254  153  150  323  338   46   272
#> [186,]  186   50  305   15   86  177   74   78   71   174
#> [187,]  187  286  270  274  213  215   42  236  225   285
#> [188,]  188  135  333  334  112  308  108  299  317   325
#> [189,]  189  200  277  253  324  148  272  284  191   210
#> [190,]  190  155   53  268  144  150  145  323  255   130
#> [191,]  191  324  136  260  323  217  214  272  189   155
#> [192,]  192  234  244  219  239  258  284  256  269   208
#> [193,]  193  151  159  166  195   59  163  259   68    72
#> [194,]  194  132  145   98  141  268  116  232  111   290
#> [195,]  195   59  159   68  196  193   57   70  163   173
#> [196,]  196  182  195   59  153   57  183  259   47    51
#> [197,]  197  269   84  205  146  207   83  272  279   226
#> [198,]  198   64  164   67   80   41   76  161  165    68
#> [199,]  199   46  183  150  217  156  233  191  221    51
#> [200,]  200  277  189  324  284  272  148  244  260   222
#> [201,]  201  208  127  256  204  280  260  143  229   224
#> [202,]  202   38   33   35   29  282   79   62   21    44
#> [203,]  203  261  280  206  237  140  229  209  107   128
#> [204,]  204  208  280  136  229  214  260  140  261   256
#> [205,]  205  207  156  197  217  136  272  214  222   324
#> [206,]  206  237  203  261  140  239  279  225  243   229
#> [207,]  207  205  136  260  324  222  197  214  239   257
#> [208,]  208  256  204  201  260  127  210  284  324   239
#> [209,]  209   54  107  203   85  118  142  261  105   229
#> [210,]  210  130  143  256  250  281  284  208  255   248
#> [211,]  211  232  148  185  254  189  150  272  155   200
#> [212,]  212    3  278  313  262   61   71  330  275    43
#> [213,]  213  158  286  187  285  225  270  274  282   215
#> [214,]  214  136  235  279  204  139  215  191  158   207
#> [215,]  215  139  235  274   42  214   28  158  279   285
#> [216,]  216   61  254  226  156   83  272  146  197   275
#> [217,]  217   46  136  191  221  205  207  233  214   257
#> [218,]  218  337  312  308   88  304  184  327  335    71
#> [219,]  219  192  284  269  234  244  239  256  283   258
#> [220,]  220  229  143  248  224  140  246  210  256   139
#> [221,]  221  233  158  217  136  285  214  280  191   204
#> [222,]  222  257  272  260  324  254  338  207  200   127
#> [223,]  223  137  143  249  246   98  250  220  256   149
#> [224,]  224  229  107  255  281  143  140  220  280   204
#> [225,]  225  286  274  213  215  285  187  158  270   140
#> [226,]  226  146  216  254  197  272   84  269  302   338
#> [227,]  227   99  339  288  116   23  307  179  249    32
#> [228,]  228  265   54  122  231  306   52   19  264   107
#> [229,]  229  140  224  220  280  204  261  256  208   201
#> [230,]  230  101   17   19    1  306  133  171  111   123
#> [231,]  231  109  228  106   54  114  101  306  103    19
#> [232,]  232  148  277  200  211  189  149  244  130   284
#> [233,]  233  221  217  122   46  264   51  136  191   280
#> [234,]  234  192  244  219  239  284  256  208  258   200
#> [235,]  235  215  214  139  274   42  158  253  285   136
#> [236,]  236  270  286  282  187   21  274  252   94   289
#> [237,]  237  206  203  261  225  105  140  229  213   243
#> [238,]  238  255  285  290  220  224  140  247  274   158
#> [239,]  239  279  192  208  234  256  207  219  284   269
#> [240,]  240  115  303  332  317  297  103  335   20     8
#> [241,]  241  340   55   84  304   65   90  314  242    82
#> [242,]  242  276  313   37  314  262  330  243  156   241
#> [243,]  243  314  302   84   37  239  269  206  128   205
#> [244,]  244  234  192  284  256  277  219  200  137   208
#> [245,]  245  251  252  283   28  309  246  225  131    42
#> [246,]  246  220  289  251  283  248  223  252  139   245
#> [247,]  247  220  142  238  224   85  118  140  229   107
#> [248,]  248  139  210  220  256  215  284  143   42   246
#> [249,]  249  223  288  137  219  258  283  141  244   192
#> [250,]  250  143  281  130  210  137  149  256   98   255
#> [251,]  251  252  245   28  246  283  309   42  289   270
#> [252,]  252  251  245   28   42  270  309  286  274   236
#> [253,]  253  189  235  155  139  191  324  284   42   277
#> [254,]  254  272  222  338  216  226  257  146  200   185
#> [255,]  255  281  238  130  224  210  143  250  190   268
#> [256,]  256  208  210  284  143  244  201  204  250   239
#> [257,]  257  222  260  324  127  272  338  207  191   323
#> [258,]  258  192  219  234  283  239  128  302  269   249
#> [259,]  259   72   47  154   51  147  193  160  287   151
#> [260,]  260  257  324  127  222  208  207  191  204   136
#> [261,]  261  203  280  229  140  204  206  107  237   201
#> [262,]  262  313  275  156  242  276  330   61  300   212
#> [263,]  263  315  335  275  300   52  295  338  108   278
#> [264,]  264  300  203  261  233  122  280  217  257   121
#> [265,]  265  228   54  102  142  107  233   17  122   306
#> [266,]  266   60  157   44   62   48  213   69  282    58
#> [267,]  267   52  185  122  338  108  100  153  323   257
#> [268,]  268  190  145  323  155  130   53  255  144   281
#> [269,]  269   84  197  219  146  239  192  279  234    83
#> [270,]  270  187  286  274  236   42  215  252  225    28
#> [271,]  271   24   66   36   94   27   23   32   45    97
#> [272,]  272  222  324  254  200  189  257  191  277   260
#> [273,]  273  124  318    6   12  125  120    8  109    16
#> [274,]  274  215  286  270  187   42  235  285  139   225
#> [275,]  275  262  338   61  300  156  263  216  330   254
#> [276,]  276  242   37  313  314  262   69  243  156   330
#> [277,]  277  200  189  284  324  148  244  210  130   208
#> [278,]  278    3  212  300  117  262  263  264  275   182
#> [279,]  279  214  139  239   28  215  136  284  235   207
#> [280,]  280  261  204  140  229  203  208  136  224   107
#> [281,]  281  130  250  143  210  255  224  256  149   208
#> [282,]  282   38  236   21  286  187  270   35  213    94
#> [283,]  283  245  246  251  219  258  249  223  252   309
#> [284,]  284  277  256  244  200  210  189  208  219   324
#> [285,]  285  158  274  238  215  213  235  286  140   225
#> [286,]  286  187  270  274  225  213  236  215  285    42
#> [287,]  287  160  154   47  259  144  171  166  147    72
#> [288,]  288  249   97   23   66  309  141  227  283    36
#> [289,]  289  246   22  251  252  236  247   23   94   134
#> [290,]  290  145  238  255  248  220  143  130  210   250
#> [291,]  291  120   18  103   12  297  123    6  124   133
#> [292,]  292   78   74   39   50   75   86   15  175   177
#> [293,]  293   25   92  320   75  321   13  175  292   311
#> [294,]  294  110  296  305  133   18  319  298   16   174
#> [295,]  295  332    8  312  125   14  297  263  117   315
#> [296,]  296  110  172  301  310  167  294    2   10   174
#> [297,]  297  114  103  303  291  125   12  124    8   332
#> [298,]  298  326  329  327  328  167  294  305  310   296
#> [299,]  299  112  110  310  167  129  301  296  294   298
#> [300,]  300  264  275  122  262  257  263  278  233   315
#> [301,]  301  172  296  152  110  310   10  179  138   167
#> [302,]  302  128  243  314  239  192  269   84  258   226
#> [303,]  303  297  240  311  103    8  317  316  332   115
#> [304,]  304  337  330  241  218   88   82  312   55   322
#> [305,]  305   15  174  177  186  294   16   74  113   298
#> [306,]  306  101  228  111  122  230  231  265  100    19
#> [307,]  307  179  339  116  301  129   99  299  334   138
#> [308,]  308  333  184  325  327  135  326  218  334   312
#> [309,]  309  251  252  245   28  340   42  283  219   269
#> [310,]  310  167  296  110  299  172    2  301  331   181
#> [311,]  311  321  178   25  316  303  327  326  293    92
#> [312,]  312  337  218  332  295  335  308    8  304   327
#> [313,]  313  242  276  262  330   37  212  156   61   314
#> [314,]  314  243   37  242  276  302  128   84  206   313
#> [315,]  315  263  335  300  121  275  106  295  264   338
#> [316,]  316    8    5   13   92  320  321  311    7   293
#> [317,]  317  334  333  240  303  135  108  115   20   188
#> [318,]  318  273    6  124   31   12  120    5    8   125
#> [319,]  319  119   18  113  294   14   56  305   16   123
#> [320,]  320  293   92   25   86   50   75  316   13   292
#> [321,]  321  311  293   92  178   25   13  316    5   339
#> [322,]  322   20  184   55   90  178  340  311  304   337
#> [323,]  323  191  155  324  268  190  260  130  257   277
#> [324,]  324  191  260  200  272  277  189  222  257   208
#> [325,]  325  336  326  327  184  331  333  308  298   135
#> [326,]  326  327  328  298  329  325   25  336  331   184
#> [327,]  327  326  328  329  298  325   25  184  336   331
#> [328,]  328  326  327  329   25  331  298  180  336    75
#> [329,]  329  328  326  331  327  298  336  167  325   180
#> [330,]  330  262  313  304  242  117  275  337  276    61
#> [331,]  331  336  329  328  167  181  310  326  180    81
#> [332,]  332  295    8  240  115  312  297  335  316   303
#> [333,]  333  135  334  308  188  325  317  184  112   108
#> [334,]  334  135  333  317  188  325  112  307  308   299
#> [335,]  335  315  263  312  332  337  275  218   20   240
#> [336,]  336  331  325  326  328  327  138  329  184    25
#> [337,]  337  218  312  304   88  330  335  184  308   327
#> [338,]  338  222  254  257  275   52  272  226  260   127
#> [339,]  339  307  179   99  301  172  321   26  138   116
#> [340,]  340   83   84  241  309  269   55  146  322    20
#> 
#> $execution.time
#>    user  system elapsed 
#>   0.419   0.508   0.360 
#> 
# }