The function spunif transforms a matrix or vector of data x
to the pseudo-uniform scale using a semiparametric transform. Data below the threshold
are transformed to pseudo-uniforms using a rank transform, while data above the threshold
are assumed to follow a generalized Pareto distribution. The parameters of the latter are
estimated using maximum likelihood if either scale = NULL or shape = NULL.
Arguments
- x
matrix or vector of data
- thresh
vector of marginal thresholds
- scale
vector of marginal scale parameters for the generalized Pareto
- shape
vector of marginal shape parameters for the generalized Pareto
Examples
x <- rmev(1000, d = 3, param = 2, model = 'log')
thresh <- apply(x, 2, quantile, 0.95)
spunif(x, thresh)
#> [,1] [,2] [,3]
#> [1,] 0.144855145 0.182817183 0.743256743
#> [2,] 0.533466533 0.962188034 0.646353646
#> [3,] 0.137862138 0.534465534 0.445554446
#> [4,] 0.670329670 0.463536464 0.481518482
#> [5,] 0.939060939 0.956664882 0.984379518
#> [6,] 0.693306693 0.599400599 0.686313686
#> [7,] 0.182817183 0.274725275 0.324675325
#> [8,] 0.614385614 0.664335664 0.619380619
#> [9,] 0.259740260 0.137862138 0.803196803
#> [10,] 0.132867133 0.163836164 0.192807193
#> [11,] 0.937062937 0.951322529 0.954489408
#> [12,] 0.513486513 0.592407592 0.478521479
#> [13,] 0.780219780 0.931068931 0.784215784
#> [14,] 0.232767233 0.310689311 0.453546454
#> [15,] 0.569430569 0.567432567 0.347652348
#> [16,] 0.195804196 0.011988012 0.342657343
#> [17,] 0.357642358 0.236763237 0.123876124
#> [18,] 0.738261738 0.349650350 0.395604396
#> [19,] 0.757242757 0.395604396 0.277722278
#> [20,] 0.745254745 0.017982018 0.355644356
#> [21,] 0.873126873 0.372627373 0.792207792
#> [22,] 0.029970030 0.256743257 0.368631369
#> [23,] 0.501498501 0.128871129 0.311688312
#> [24,] 0.211788212 0.016983017 0.240759241
#> [25,] 0.727272727 0.501498501 0.889110889
#> [26,] 0.636363636 0.252747253 0.065934066
#> [27,] 0.579420579 0.761238761 0.543456543
#> [28,] 0.053946054 0.422577423 0.162837163
#> [29,] 0.466533467 0.311688312 0.440559441
#> [30,] 0.475524476 0.538461538 0.731268731
#> [31,] 0.265734266 0.355644356 0.730269730
#> [32,] 0.840159840 0.958998575 0.804195804
#> [33,] 0.800199800 0.509490509 0.593406593
#> [34,] 0.851148851 0.348651349 0.666333666
#> [35,] 0.005994006 0.143856144 0.096903097
#> [36,] 0.839160839 0.881118881 0.675324675
#> [37,] 0.336663337 0.101898102 0.336663337
#> [38,] 0.981053820 0.960550788 0.854145854
#> [39,] 0.958417712 0.786213786 0.790209790
#> [40,] 0.678321678 0.815184815 0.531468531
#> [41,] 0.301698302 0.139860140 0.017982018
#> [42,] 0.272727273 0.429570430 0.338661339
#> [43,] 0.543456543 0.805194805 0.272727273
#> [44,] 0.977651532 0.980618045 0.982111848
#> [45,] 0.155844156 0.405594406 0.172827173
#> [46,] 0.556443556 0.949050949 0.714285714
#> [47,] 0.789210789 0.795204795 0.729270729
#> [48,] 0.665334665 0.663336663 0.628371628
#> [49,] 0.063936064 0.276723277 0.249750250
#> [50,] 0.930069930 0.665334665 0.602397602
#> [51,] 0.368631369 0.061938062 0.038961039
#> [52,] 0.994676139 0.997828189 0.993688593
#> [53,] 0.905094905 0.820179820 0.841158841
#> [54,] 0.392607393 0.542457542 0.047952048
#> [55,] 0.059940060 0.315684316 0.310689311
#> [56,] 0.497502498 0.199800200 0.573426573
#> [57,] 0.299700300 0.507492507 0.455544456
#> [58,] 0.520479520 0.394605395 0.450549451
#> [59,] 0.566433566 0.213786214 0.221778222
#> [60,] 0.337662338 0.451548452 0.305694306
#> [61,] 0.885114885 0.595404595 0.732267732
#> [62,] 0.793206793 0.774225774 0.738261738
#> [63,] 0.253746254 0.577422577 0.390609391
#> [64,] 0.706293706 0.694305694 0.693306693
#> [65,] 0.033966034 0.005994006 0.006993007
#> [66,] 0.412587413 0.745254745 0.926073926
#> [67,] 0.159840160 0.157842158 0.582417582
#> [68,] 0.292707293 0.283716284 0.760239760
#> [69,] 0.549450549 0.590409590 0.343656344
#> [70,] 0.904095904 0.695304695 0.705294705
#> [71,] 0.961966322 0.927072927 0.938061938
#> [72,] 0.340659341 0.368631369 0.553446553
#> [73,] 0.707292707 0.928071928 0.812187812
#> [74,] 0.936063936 0.970485931 0.950980833
#> [75,] 0.919080919 0.973984051 0.776223776
#> [76,] 0.697302697 0.693306693 0.772227772
#> [77,] 0.813186813 0.718281718 0.925074925
#> [78,] 0.870129870 0.871128871 0.656343656
#> [79,] 0.317682318 0.364635365 0.500499500
#> [80,] 0.822177822 0.612387612 0.903096903
#> [81,] 0.498501499 0.271728272 0.330669331
#> [82,] 0.385614386 0.218781219 0.541458541
#> [83,] 0.454545455 0.151848152 0.517482517
#> [84,] 0.845154845 0.807192807 0.868131868
#> [85,] 0.529470529 0.676323676 0.300699301
#> [86,] 0.224775225 0.396603397 0.546453546
#> [87,] 0.899100899 0.742257742 0.690309690
#> [88,] 0.875124875 0.970282691 0.933066933
#> [89,] 0.703296703 0.833166833 0.941058941
#> [90,] 0.591408591 0.142857143 0.035964036
#> [91,] 0.796203796 0.752247752 0.762237762
#> [92,] 0.576423576 0.872127872 0.393606394
#> [93,] 0.967823409 0.988950212 0.962192283
#> [94,] 0.457542458 0.697302697 0.717282717
#> [95,] 0.965601185 0.955335478 0.961057881
#> [96,] 0.026973027 0.387612388 0.217782218
#> [97,] 0.469530470 0.836163836 0.502497502
#> [98,] 0.560439560 0.465534466 0.479520480
#> [99,] 0.609390609 0.874125874 0.847152847
#> [100,] 0.999821946 0.999858021 0.999976206
#> [101,] 0.020979021 0.829170829 0.072927073
#> [102,] 0.995246420 0.994175604 0.997116882
#> [103,] 0.215784216 0.180819181 0.260739261
#> [104,] 0.424575425 0.084915085 0.007992008
#> [105,] 0.239760240 0.114885115 0.215784216
#> [106,] 0.771228771 0.625374625 0.535464535
#> [107,] 0.838161838 0.817182817 0.678321678
#> [108,] 0.734265734 0.233766234 0.665334665
#> [109,] 0.109890110 0.177822178 0.234765235
#> [110,] 0.929070929 0.915084915 0.936063936
#> [111,] 0.837162837 0.723276723 0.403596404
#> [112,] 0.900099900 0.495504496 0.526473526
#> [113,] 0.723276723 0.402597403 0.194805195
#> [114,] 0.112887113 0.806193806 0.190809191
#> [115,] 0.634365634 0.536463536 0.405594406
#> [116,] 0.778221778 0.261738262 0.117882118
#> [117,] 0.233766234 0.284715285 0.176823177
#> [118,] 0.953106553 0.916083916 0.931068931
#> [119,] 0.740259740 0.982358911 0.836163836
#> [120,] 0.671328671 0.235764236 0.406593407
#> [121,] 0.371628372 0.223776224 0.663336663
#> [122,] 0.967688070 0.964159708 0.979930531
#> [123,] 0.010989011 0.569430569 0.013986014
#> [124,] 0.545454545 0.924075924 0.658341658
#> [125,] 0.240759241 0.339660340 0.057942058
#> [126,] 0.714285714 0.700299700 0.778221778
#> [127,] 0.338661339 0.229770230 0.224775225
#> [128,] 0.230769231 0.149850150 0.289710290
#> [129,] 0.648351648 0.207792208 0.575424575
#> [130,] 0.238761239 0.026973027 0.266733267
#> [131,] 0.749250749 0.667332667 0.699300699
#> [132,] 0.057942058 0.080919081 0.028971029
#> [133,] 0.403596404 0.404595405 0.171828172
#> [134,] 0.797202797 0.899100899 0.720279720
#> [135,] 0.348651349 0.631368631 0.090909091
#> [136,] 0.829170829 0.647352647 0.671328671
#> [137,] 0.628371628 0.598401598 0.763236763
#> [138,] 0.603396603 0.397602398 0.700299700
#> [139,] 0.902097902 0.914085914 0.939060939
#> [140,] 0.692307692 0.574425574 0.339660340
#> [141,] 0.176823177 0.297702298 0.367632368
#> [142,] 0.842157842 0.730269730 0.914085914
#> [143,] 0.923076923 0.882117882 0.910089910
#> [144,] 0.168831169 0.136863137 0.518481518
#> [145,] 0.654345654 0.419580420 0.086913087
#> [146,] 0.593406593 0.657342657 0.789210789
#> [147,] 0.303696304 0.427572428 0.950706344
#> [148,] 0.998949691 0.996043679 0.995546923
#> [149,] 0.014985015 0.335664336 0.014985015
#> [150,] 0.279720280 0.155844156 0.043956044
#> [151,] 0.525474525 0.215784216 0.461538462
#> [152,] 0.820179820 0.644355644 0.837162837
#> [153,] 0.122877123 0.278721279 0.104895105
#> [154,] 0.119880120 0.145854146 0.796203796
#> [155,] 0.655344655 0.421578422 0.475524476
#> [156,] 0.019980020 0.269730270 0.052947053
#> [157,] 0.992479103 0.974834354 0.962101683
#> [158,] 0.439560440 0.856143856 0.634365634
#> [159,] 0.592407592 0.645354645 0.733266733
#> [160,] 0.620379620 0.704295704 0.590409590
#> [161,] 0.535464535 0.453546454 0.434565435
#> [162,] 0.653346653 0.448551449 0.474525475
#> [163,] 0.895104895 0.886113886 0.951933247
#> [164,] 0.684315684 0.573426573 0.680319680
#> [165,] 0.254745255 0.185814186 0.263736264
#> [166,] 0.537462537 0.540459540 0.456543457
#> [167,] 0.883116883 0.855144855 0.846153846
#> [168,] 0.977671938 0.979554580 0.973227197
#> [169,] 0.151848152 0.327672328 0.354645355
#> [170,] 0.426573427 0.386613387 0.054945055
#> [171,] 0.860139860 0.865134865 0.832167832
#> [172,] 0.981062750 0.941058941 0.929070929
#> [173,] 0.251748252 0.526473526 0.749250749
#> [174,] 0.572427572 0.031968032 0.019980020
#> [175,] 0.924075924 0.947052947 0.885114885
#> [176,] 0.382617383 0.407592408 0.346653347
#> [177,] 0.622377622 0.669330669 0.715284715
#> [178,] 0.585414585 0.147852148 0.092907093
#> [179,] 0.619380619 0.650349650 0.629370629
#> [180,] 0.324675325 0.570429570 0.276723277
#> [181,] 0.418581419 0.049950050 0.056943057
#> [182,] 0.850149850 0.768231768 0.890109890
#> [183,] 0.916083916 0.737262737 0.900099900
#> [184,] 0.512487512 0.575424575 0.341658342
#> [185,] 0.804195804 0.601398601 0.623376623
#> [186,] 0.493506494 0.662337662 0.549450549
#> [187,] 0.314685315 0.306693307 0.830169830
#> [188,] 0.142857143 0.313686314 0.448551449
#> [189,] 0.106893107 0.488511489 0.138861139
#> [190,] 0.530469530 0.454545455 0.499500500
#> [191,] 0.831168831 0.639360639 0.563436563
#> [192,] 0.521478521 0.388611389 0.207792208
#> [193,] 0.289710290 0.230769231 0.420579421
#> [194,] 0.979592305 0.959712069 0.972940769
#> [195,] 0.311688312 0.332667333 0.422577423
#> [196,] 0.460539461 0.521478521 0.608391608
#> [197,] 0.554445554 0.678321678 0.745254745
#> [198,] 0.018981019 0.006993007 0.408591409
#> [199,] 0.570429570 0.138861139 0.168831169
#> [200,] 0.166833167 0.053946054 0.174825175
#> [201,] 0.617382617 0.692307692 0.711288711
#> [202,] 0.522477522 0.272727273 0.627372627
#> [203,] 0.218781219 0.196803197 0.183816184
#> [204,] 0.252747253 0.403596404 0.158841159
#> [205,] 0.390609391 0.637362637 0.492507493
#> [206,] 0.940059940 0.953792576 0.946053946
#> [207,] 0.816183816 0.925074925 0.835164835
#> [208,] 0.746253746 0.554445554 0.794205794
#> [209,] 0.115884116 0.108891109 0.464535465
#> [210,] 0.763236763 0.633366633 0.777222777
#> [211,] 0.985308695 0.993165223 0.983971103
#> [212,] 0.517482517 0.492507493 0.713286713
#> [213,] 0.172827173 0.328671329 0.159840160
#> [214,] 0.676323676 0.246753247 0.869130869
#> [215,] 0.305694306 0.291708292 0.873126873
#> [216,] 0.442557443 0.515484515 0.626373626
#> [217,] 0.015984016 0.122877123 0.004995005
#> [218,] 0.971879587 0.893106893 0.827172827
#> [219,] 0.630369630 0.738261738 0.558441558
#> [220,] 0.140859141 0.389610390 0.225774226
#> [221,] 0.786213786 0.798201798 0.943056943
#> [222,] 0.514485514 0.362637363 0.496503497
#> [223,] 0.228771229 0.474525475 0.078921079
#> [224,] 0.389610390 0.201798202 0.533466533
#> [225,] 0.283716284 0.331668332 0.244755245
#> [226,] 0.828171828 0.803196803 0.636363636
#> [227,] 0.808191808 0.844155844 0.739260739
#> [228,] 0.846153846 0.854145854 0.419580420
#> [229,] 0.448551449 0.890109890 0.611388611
#> [230,] 0.384615385 0.268731269 0.166833167
#> [231,] 0.143856144 0.455544456 0.136863137
#> [232,] 0.541458541 0.324675325 0.120879121
#> [233,] 0.864135864 0.901098901 0.871128871
#> [234,] 0.751248751 0.161838162 0.515484515
#> [235,] 0.765234765 0.565434565 0.884115884
#> [236,] 0.024975025 0.098901099 0.397602398
#> [237,] 0.657342657 0.452547453 0.652347652
#> [238,] 0.483516484 0.767232767 0.470529471
#> [239,] 0.073926074 0.123876124 0.201798202
#> [240,] 0.482517483 0.596403596 0.471528472
#> [241,] 0.164835165 0.609390609 0.327672328
#> [242,] 0.188811189 0.206793207 0.063936064
#> [243,] 0.527472527 0.027972028 0.051948052
#> [244,] 0.571428571 0.743256743 0.144855145
#> [245,] 0.788211788 0.783216783 0.809190809
#> [246,] 0.319680320 0.382617383 0.388611389
#> [247,] 0.805194805 0.876123876 0.907092907
#> [248,] 0.365634366 0.493506494 0.452547453
#> [249,] 0.711288711 0.766233766 0.707292707
#> [250,] 0.637362637 0.727272727 0.520479520
#> [251,] 0.446553447 0.249750250 0.124875125
#> [252,] 0.526473526 0.165834166 0.507492507
#> [253,] 0.962127009 0.932067932 0.983727852
#> [254,] 0.235764236 0.096903097 0.512487512
#> [255,] 0.726273726 0.717282717 0.567432567
#> [256,] 0.040959041 0.514485514 0.288711289
#> [257,] 0.730269730 0.732267732 0.566433566
#> [258,] 0.490509491 0.618381618 0.761238761
#> [259,] 0.045954046 0.305694306 0.108891109
#> [260,] 0.708291708 0.779220779 0.696303696
#> [261,] 0.590409590 0.533466533 0.614385614
#> [262,] 0.931068931 0.936063936 0.995323359
#> [263,] 0.089910090 0.345654346 0.145854146
#> [264,] 0.500499500 0.648351648 0.689310689
#> [265,] 0.095904096 0.247752248 0.134865135
#> [266,] 0.088911089 0.015984016 0.216783217
#> [267,] 0.080919081 0.312687313 0.209790210
#> [268,] 0.565434565 0.434565435 0.429570430
#> [269,] 0.467532468 0.399600400 0.462537463
#> [270,] 0.683316683 0.546453546 0.710289710
#> [271,] 0.241758242 0.763236763 0.431568432
#> [272,] 0.733266733 0.423576424 0.701298701
#> [273,] 0.503496503 0.317682318 0.519480519
#> [274,] 0.286713287 0.523476523 0.685314685
#> [275,] 0.051948052 0.058941059 0.755244755
#> [276,] 0.016983017 0.019980020 0.079920080
#> [277,] 0.364635365 0.475524476 0.764235764
#> [278,] 0.226773227 0.469530470 0.175824176
#> [279,] 0.356643357 0.401598402 0.538461538
#> [280,] 0.687312687 0.793206793 0.661338661
#> [281,] 0.612387612 0.724275724 0.891108891
#> [282,] 0.369630370 0.771228771 0.321678322
#> [283,] 0.004995005 0.318681319 0.089910090
#> [284,] 0.422577423 0.040959041 0.080919081
#> [285,] 0.455544456 0.330669331 0.650349650
#> [286,] 0.370629371 0.290709291 0.261738262
#> [287,] 0.573426573 0.960752326 0.908091908
#> [288,] 0.779220779 0.250749251 0.361638362
#> [289,] 0.473526474 0.154845155 0.398601399
#> [290,] 0.083916084 0.104895105 0.112887113
#> [291,] 0.345654346 0.735264735 0.779220779
#> [292,] 0.461538462 0.376623377 0.302697303
#> [293,] 0.173826174 0.392607393 0.432567433
#> [294,] 0.237762238 0.857142857 0.252747253
#> [295,] 0.633366633 0.659340659 0.340659341
#> [296,] 0.309690310 0.273726274 0.264735265
#> [297,] 0.209790210 0.363636364 0.387612388
#> [298,] 0.663336663 0.668331668 0.621378621
#> [299,] 0.432567433 0.497502498 0.436563437
#> [300,] 0.300699301 0.467532468 0.599400599
#> [301,] 0.621378621 0.628371628 0.274725275
#> [302,] 0.183816184 0.172827173 0.053946054
#> [303,] 0.402597403 0.461538462 0.863136863
#> [304,] 0.205794206 0.257742258 0.716283716
#> [305,] 0.748251748 0.578421578 0.660339660
#> [306,] 0.908091908 0.892107892 0.901098901
#> [307,] 0.597402597 0.308691309 0.428571429
#> [308,] 0.802197802 0.720279720 0.601398601
#> [309,] 0.320679321 0.468531469 0.516483516
#> [310,] 0.509490509 0.777222777 0.380619381
#> [311,] 0.463536464 0.326673327 0.961411965
#> [312,] 0.998101300 0.998410682 0.981770731
#> [313,] 0.315684316 0.561438561 0.647352647
#> [314,] 0.739260739 0.688311688 0.851148851
#> [315,] 0.339660340 0.646353646 0.377622378
#> [316,] 0.688311688 0.435564436 0.783216783
#> [317,] 0.474525475 0.321678322 0.742257742
#> [318,] 0.640359640 0.255744256 0.235764236
#> [319,] 0.330669331 0.033966034 0.259740260
#> [320,] 0.333666334 0.503496503 0.113886114
#> [321,] 0.423576424 0.733266733 0.577422577
#> [322,] 0.580419580 0.828171828 0.655344655
#> [323,] 0.244755245 0.231768232 0.505494505
#> [324,] 0.192807193 0.440559441 0.182817183
#> [325,] 0.568431568 0.449550450 0.416583417
#> [326,] 0.504495504 0.470529471 0.808191808
#> [327,] 0.710289710 0.685314685 0.399600400
#> [328,] 0.287712288 0.490509491 0.254745255
#> [329,] 0.157842158 0.556443556 0.110889111
#> [330,] 0.790209790 0.466533467 0.476523477
#> [331,] 0.812187812 0.641358641 0.703296703
#> [332,] 0.574425574 0.756243756 0.204795205
#> [333,] 0.404595405 0.568431568 0.683316683
#> [334,] 0.181818182 0.531468531 0.325674326
#> [335,] 0.669330669 0.731268731 0.770229770
#> [336,] 0.125874126 0.412587413 0.147852148
#> [337,] 0.843156843 0.840159840 0.691308691
#> [338,] 0.429570430 0.189810190 0.132867133
#> [339,] 0.008991009 0.228771229 0.002997003
#> [340,] 0.811188811 0.887112887 0.904095904
#> [341,] 0.067932068 0.107892108 0.299700300
#> [342,] 0.973073805 0.965607897 0.983740428
#> [343,] 0.124875125 0.093906094 0.255744256
#> [344,] 0.261738262 0.294705295 0.642357642
#> [345,] 0.437562438 0.651348651 0.491508492
#> [346,] 0.243756244 0.277722278 0.314685315
#> [347,] 0.552447552 0.632367632 0.489510490
#> [348,] 0.725274725 0.582417582 0.544455544
#> [349,] 0.048951049 0.179820180 0.510489510
#> [350,] 0.264735265 0.544455544 0.788211788
#> [351,] 0.393606394 0.253746254 0.164835165
#> [352,] 0.470529471 0.826173826 0.659340659
#> [353,] 0.017982018 0.007992008 0.208791209
#> [354,] 0.818181818 0.566433566 0.529470529
#> [355,] 0.863136863 0.816183816 0.839160839
#> [356,] 0.077922078 0.085914086 0.177822178
#> [357,] 0.594405594 0.758241758 0.463536464
#> [358,] 0.041958042 0.036963037 0.220779221
#> [359,] 0.127872128 0.116883117 0.329670330
#> [360,] 0.741258741 0.682317682 0.524475524
#> [361,] 0.595404595 0.174825175 0.135864136
#> [362,] 0.013986014 0.361638362 0.376623377
#> [363,] 0.484515485 0.060939061 0.148851149
#> [364,] 0.894105894 0.918081918 0.976317880
#> [365,] 0.312687313 0.338661339 0.539460539
#> [366,] 0.938061938 0.923076923 0.957598546
#> [367,] 0.799200799 0.671328671 0.551448551
#> [368,] 0.212787213 0.132867133 0.303696304
#> [369,] 0.351648352 0.262737263 0.414585415
#> [370,] 0.062937063 0.056943057 0.358641359
#> [371,] 0.130869131 0.258741259 0.160839161
#> [372,] 0.297702298 0.282717283 0.087912088
#> [373,] 0.551448551 0.222777223 0.262737263
#> [374,] 0.219780220 0.616383616 0.618381618
#> [375,] 0.274725275 0.543456543 0.246753247
#> [376,] 0.335664336 0.159840160 0.256743257
#> [377,] 0.072927073 0.028971029 0.024975025
#> [378,] 0.774225774 0.845154845 0.981609154
#> [379,] 0.635364635 0.691308691 0.766233766
#> [380,] 0.752247752 0.549450549 0.694305694
#> [381,] 0.329670330 0.712287712 0.292707293
#> [382,] 0.084915085 0.062937063 0.058941059
#> [383,] 0.321678322 0.547452547 0.554445554
#> [384,] 0.131868132 0.379620380 0.105894106
#> [385,] 0.866133866 0.702297702 0.426573427
#> [386,] 0.462537463 0.801198801 0.253746254
#> [387,] 0.553446553 0.725274725 0.219780220
#> [388,] 0.869130869 0.610389610 0.807192807
#> [389,] 0.690309690 0.483516484 0.508491508
#> [390,] 0.807192807 0.714285714 0.802197802
#> [391,] 0.002997003 0.626373626 0.050949051
#> [392,] 0.433566434 0.512487512 0.241758242
#> [393,] 0.395604396 0.749250749 0.588411588
#> [394,] 0.225774226 0.097902098 0.248751249
#> [395,] 0.781218781 0.838161838 0.684315684
#> [396,] 0.550449550 0.152847153 0.612387612
#> [397,] 0.135864136 0.156843157 0.085914086
#> [398,] 0.296703297 0.615384615 0.681318681
#> [399,] 0.113886114 0.232767233 0.074925075
#> [400,] 0.108891109 0.112887113 0.412587413
#> [401,] 0.087912088 0.285714286 0.409590410
#> [402,] 0.890109890 0.909090909 0.897102897
#> [403,] 0.524475524 0.500499500 0.473526474
#> [404,] 0.631368631 0.613386613 0.404595405
#> [405,] 0.193806194 0.391608392 0.363636364
#> [406,] 0.604395604 0.522477522 0.486513487
#> [407,] 0.856143856 0.948051948 0.899100899
#> [408,] 0.416583417 0.740259740 0.356643357
#> [409,] 0.834165834 0.775224775 0.532467532
#> [410,] 0.922077922 0.862137862 0.864135864
#> [411,] 0.359640360 0.204795205 0.771228771
#> [412,] 0.280719281 0.484515485 0.488511489
#> [413,] 0.906093906 0.853146853 0.859140859
#> [414,] 0.821178821 0.830169830 0.937062937
#> [415,] 0.184815185 0.410589411 0.211788212
#> [416,] 0.203796204 0.287712288 0.271728272
#> [417,] 0.736263736 0.658341658 0.791208791
#> [418,] 0.587412587 0.661338661 0.725274725
#> [419,] 0.737262737 0.551448551 0.805194805
#> [420,] 0.061938062 0.088911089 0.091908092
#> [421,] 0.508491508 0.148851149 0.071928072
#> [422,] 0.686313686 0.823176823 0.874125874
#> [423,] 0.979190523 0.920079920 0.896103896
#> [424,] 0.791208791 0.772227772 0.895104895
#> [425,] 0.949050949 0.864135864 0.905094905
#> [426,] 0.753246753 0.510489510 0.257742258
#> [427,] 0.643356643 0.545454545 0.581418581
#> [428,] 0.852147852 0.895104895 0.853146853
#> [429,] 0.094905095 0.103896104 0.094905095
#> [430,] 0.962866582 0.987791613 0.982960737
#> [431,] 0.064935065 0.298701299 0.161838162
#> [432,] 0.954780149 0.974139520 0.989546946
#> [433,] 0.682317682 0.548451548 0.909090909
#> [434,] 0.229770230 0.585414585 0.754245754
#> [435,] 0.175824176 0.358641359 0.490509491
#> [436,] 0.758241758 0.499500500 0.852147852
#> [437,] 0.246753247 0.896103896 0.196803197
#> [438,] 0.770229770 0.728271728 0.372627373
#> [439,] 0.208791209 0.105894106 0.503496503
#> [440,] 0.231768232 0.458541459 0.576423576
#> [441,] 0.090909091 0.496503497 0.150849151
#> [442,] 0.518481518 0.635364635 0.203796204
#> [443,] 0.673326673 0.605394605 0.534465534
#> [444,] 0.139860140 0.476523477 0.270729271
#> [445,] 0.282717283 0.390609391 0.513486513
#> [446,] 0.717282717 0.597402597 0.328671329
#> [447,] 0.105894106 0.341658342 0.607392607
#> [448,] 0.055944056 0.046953047 0.468531469
#> [449,] 0.187812188 0.304695305 0.443556444
#> [450,] 0.510489510 0.295704296 0.163836164
#> [451,] 0.564435564 0.776223776 0.878121878
#> [452,] 0.854145854 0.710289710 0.644355644
#> [453,] 0.242757243 0.083916084 0.229770230
#> [454,] 0.859140859 0.627372627 0.632367632
#> [455,] 0.295704296 0.400599401 0.413586414
#> [456,] 0.742257742 0.812187812 0.736263736
#> [457,] 0.861138861 0.789210789 0.781218781
#> [458,] 0.200799201 0.580419580 0.616383616
#> [459,] 0.420579421 0.367632368 0.320679321
#> [460,] 0.659340659 0.219780220 0.757242757
#> [461,] 0.672327672 0.787212787 0.746253746
#> [462,] 0.349650350 0.374625375 0.594405594
#> [463,] 0.750249750 0.794205794 0.932067932
#> [464,] 0.776223776 0.144855145 0.214785215
#> [465,] 0.103896104 0.227772228 0.649350649
#> [466,] 0.847152847 0.861138861 0.840159840
#> [467,] 0.465534466 0.491508492 0.635364635
#> [468,] 0.889110889 0.821178821 0.843156843
#> [469,] 0.468531469 0.438561439 0.173826174
#> [470,] 0.978017199 0.939060939 0.927072927
#> [471,] 0.028971029 0.373626374 0.210789211
#> [472,] 0.935064935 0.926073926 0.921078921
#> [473,] 0.606393606 0.205794206 0.344655345
#> [474,] 0.972105433 0.883116883 0.888111888
#> [475,] 0.234765235 0.200799201 0.181818182
#> [476,] 0.897102897 0.780219780 0.822177822
#> [477,] 0.223776224 0.217782218 0.579420579
#> [478,] 0.806193806 0.902097902 0.824175824
#> [479,] 0.798201798 0.672327672 0.595404595
#> [480,] 0.792207792 0.560439560 0.981123106
#> [481,] 0.171828172 0.624375624 0.550449550
#> [482,] 0.030969031 0.041958042 0.023976024
#> [483,] 0.694305694 0.837162837 0.800199800
#> [484,] 0.450549451 0.100899101 0.569430569
#> [485,] 0.074925075 0.188811189 0.316683317
#> [486,] 0.398601399 0.418581419 0.427572428
#> [487,] 0.728271728 0.494505495 0.494505495
#> [488,] 0.946053946 0.937062937 0.978863279
#> [489,] 0.988735242 0.966695238 0.985933253
#> [490,] 0.037962038 0.340659341 0.251748252
#> [491,] 0.649350649 0.486513487 0.458541459
#> [492,] 0.101898102 0.673326673 0.435564436
#> [493,] 0.825174825 0.869130869 0.920079920
#> [494,] 0.698301698 0.425574426 0.654345654
#> [495,] 0.898101898 0.703296703 0.838161838
#> [496,] 0.759240759 0.716283716 0.407592408
#> [497,] 0.360639361 0.365634366 0.218781219
#> [498,] 0.093906094 0.110889111 0.029970030
#> [499,] 0.031968032 0.111888112 0.049950050
#> [500,] 0.519480519 0.381618382 0.268731269
#> [501,] 0.601398601 0.847152847 0.740259740
#> [502,] 0.928071928 0.903096903 0.947052947
#> [503,] 0.189810190 0.351648352 0.385614386
#> [504,] 0.118881119 0.118881119 0.119880120
#> [505,] 0.833166833 0.891108891 0.673326673
#> [506,] 0.268731269 0.587412587 0.417582418
#> [507,] 0.375624376 0.687312687 0.331668332
#> [508,] 0.983230784 0.979530484 0.984557123
#> [509,] 0.354645355 0.796203796 0.379620380
#> [510,] 0.544455544 0.370629371 0.782217782
#> [511,] 0.865134865 0.721278721 0.953940939
#> [512,] 0.310689311 0.146853147 0.811188811
#> [513,] 0.705294705 0.634365634 0.580419580
#> [514,] 0.702297702 0.751248751 0.667332667
#> [515,] 0.414585415 0.190809191 0.151848152
#> [516,] 0.394605395 0.120879121 0.332667333
#> [517,] 0.163836164 0.109890110 0.012987013
#> [518,] 0.624375624 0.825174825 0.598401598
#> [519,] 0.216783217 0.557442557 0.592407592
#> [520,] 0.760239760 0.655344655 0.848151848
#> [521,] 0.876123876 0.827172827 0.915084915
#> [522,] 0.323676324 0.334665335 0.501498501
#> [523,] 0.197802198 0.537462537 0.088911089
#> [524,] 0.022977023 0.069930070 0.081918082
#> [525,] 0.447552448 0.413586414 0.286713287
#> [526,] 0.411588412 0.552447552 0.561438561
#> [527,] 0.713286713 0.653346653 0.695304695
#> [528,] 0.104895105 0.094905095 0.222777223
#> [529,] 0.400599401 0.171828172 0.787212787
#> [530,] 0.262737263 0.325674326 0.146853147
#> [531,] 0.731268731 0.707292707 0.817182817
#> [532,] 0.388611389 0.457542458 0.401598402
#> [533,] 0.547452547 0.301698302 0.565434565
#> [534,] 0.538461538 0.302697303 0.482517483
#> [535,] 0.376623377 0.353646354 0.349650350
#> [536,] 0.650349650 0.359640360 0.312687313
#> [537,] 0.256743257 0.708291708 0.301698302
#> [538,] 0.772227772 0.908091908 0.906093906
#> [539,] 0.386613387 0.384615385 0.265734266
#> [540,] 0.318681319 0.057942058 0.039960040
#> [541,] 0.199800200 0.875124875 0.106893107
#> [542,] 0.615384615 0.859140859 0.466533467
#> [543,] 0.328671329 0.013986014 0.709290709
#> [544,] 0.042957043 0.037962038 0.157842158
#> [545,] 0.489510490 0.516483516 0.651348651
#> [546,] 0.114885115 0.079920080 0.287712288
#> [547,] 0.881118881 0.729270729 0.735264735
#> [548,] 0.116883117 0.072927073 0.521478521
#> [549,] 0.639360639 0.654345654 0.326673327
#> [550,] 0.666333666 0.378621379 0.297702298
#> [551,] 0.679320679 0.168831169 0.315684316
#> [552,] 0.602397602 0.764235764 0.819180819
#> [553,] 0.557442557 0.459540460 0.597402597
#> [554,] 0.704295704 0.873126873 0.775224775
#> [555,] 0.257742258 0.135864136 0.236763237
#> [556,] 0.641358641 0.485514486 0.702297702
#> [557,] 0.695304695 0.741258741 0.589410589
#> [558,] 0.165834166 0.039960040 0.460539461
#> [559,] 0.141858142 0.119880120 0.101898102
#> [560,] 0.803196803 0.689310689 0.865134865
#> [561,] 0.153846154 0.038961039 0.360639361
#> [562,] 0.855144855 0.848151848 0.845154845
#> [563,] 0.689310689 0.593406593 0.793206793
#> [564,] 0.417582418 0.532467532 0.290709291
#> [565,] 0.629370629 0.541458541 0.319680320
#> [566,] 0.495504496 0.506493506 0.727272727
#> [567,] 0.102897103 0.076923077 0.027972028
#> [568,] 0.848151848 0.906093906 0.849150849
#> [569,] 0.250749251 0.265734266 0.415584416
#> [570,] 0.955413799 0.986898267 0.977083566
#> [571,] 0.001998002 0.117882118 0.197802198
#> [572,] 0.583416583 0.441558442 0.045954046
#> [573,] 0.331668332 0.649350649 0.195804196
#> [574,] 0.886113886 0.674325674 0.548451548
#> [575,] 0.611388611 0.690309690 0.774225774
#> [576,] 0.910089910 0.950874747 0.974797729
#> [577,] 0.085914086 0.066933067 0.189810190
#> [578,] 0.814185814 0.558441558 0.975237776
#> [579,] 0.341658342 0.134865135 0.433566434
#> [580,] 0.486513487 0.187812188 0.223776224
#> [581,] 0.428571429 0.481518482 0.228771229
#> [582,] 0.715284715 0.800199800 0.662337662
#> [583,] 0.277722278 0.162837163 0.381618382
#> [584,] 0.661338661 0.048951049 0.530469530
#> [585,] 0.893106893 0.765234765 0.844155844
#> [586,] 0.071928072 0.043956044 0.142857143
#> [587,] 0.128871129 0.289710290 0.304695305
#> [588,] 0.491508492 0.489510490 0.269730270
#> [589,] 0.260739261 0.075924076 0.250749251
#> [590,] 0.419580420 0.524475524 0.613386613
#> [591,] 0.438561439 0.129870130 0.239760240
#> [592,] 0.651348651 0.393606394 0.583416583
#> [593,] 0.202797203 0.307692308 0.318681319
#> [594,] 0.290709291 0.437562438 0.128871129
#> [595,] 0.387612388 0.035964036 0.279720280
#> [596,] 0.596403596 0.170829171 0.365634366
#> [597,] 0.298701299 0.337662338 0.557442557
#> [598,] 0.427572428 0.314685315 0.459540460
#> [599,] 0.332667333 0.832167832 0.317682318
#> [600,] 0.783216783 0.270729271 0.242757243
#> [601,] 0.925074925 0.584415584 0.604395604
#> [602,] 0.677322677 0.620379620 0.333666334
#> [603,] 0.563436563 0.052947053 0.070929071
#> [604,] 0.954560437 0.982614912 0.913086913
#> [605,] 0.849150849 0.125874126 0.273726274
#> [606,] 0.932067932 0.917082917 0.975245288
#> [607,] 0.248751249 0.426573427 0.114885115
#> [608,] 0.729270729 0.350649351 0.373626374
#> [609,] 0.269730270 0.195804196 0.795204795
#> [610,] 0.477522478 0.430569431 0.375624376
#> [611,] 0.258741259 0.021978022 0.193806194
#> [612,] 0.307692308 0.460539461 0.062937063
#> [613,] 0.361638362 0.739260739 0.797202797
#> [614,] 0.785214785 0.747252747 0.861138861
#> [615,] 0.969762910 0.967790354 0.955593728
#> [616,] 0.358641359 0.319680320 0.394605395
#> [617,] 0.194805195 0.344655345 0.374625375
#> [618,] 0.021978022 0.081918082 0.498501499
#> [619,] 0.561438561 0.244755245 0.617382617
#> [620,] 0.971072578 0.921078921 0.964708336
#> [621,] 0.782217782 0.699300699 0.773226773
#> [622,] 0.326673327 0.067932068 0.858141858
#> [623,] 0.506493506 0.588411588 0.669330669
#> [624,] 0.747252747 0.930069930 0.664335664
#> [625,] 0.943056943 0.884115884 0.949050949
#> [626,] 0.844155844 0.852147852 0.643356643
#> [627,] 0.917082917 0.953633912 0.940059940
#> [628,] 0.801198801 0.904095904 0.641358641
#> [629,] 0.732267732 0.782217782 0.798201798
#> [630,] 0.107892108 0.089910090 0.179820180
#> [631,] 0.972269941 0.938061938 0.882117882
#> [632,] 0.882117882 0.638361638 0.728271728
#> [633,] 0.841158841 0.527472527 0.640359640
#> [634,] 0.350649351 0.239760240 0.389610390
#> [635,] 0.896103896 0.670329670 0.857142857
#> [636,] 0.100899101 0.003996004 0.031968032
#> [637,] 0.098901099 0.251748252 0.747252747
#> [638,] 0.302697303 0.173826174 0.184815185
#> [639,] 0.236763237 0.018981019 0.237762238
#> [640,] 0.285714286 0.444555445 0.483516484
#> [641,] 0.011988012 0.224775225 0.011988012
#> [642,] 0.133866134 0.214785215 0.719280719
#> [643,] 0.914085914 0.940059940 0.930069930
#> [644,] 0.888111888 0.824175824 0.917082917
#> [645,] 0.434565435 0.530469530 0.386613387
#> [646,] 0.129870130 0.050949051 0.188811189
#> [647,] 0.270729271 0.300699301 0.308691309
#> [648,] 0.281718282 0.681318681 0.322677323
#> [649,] 0.204795205 0.074925075 0.073926074
#> [650,] 0.065934066 0.000999001 0.115884116
#> [651,] 0.627372627 0.225774226 0.421578422
#> [652,] 0.177822178 0.004995005 0.083916084
#> [653,] 0.511488511 0.130869131 0.296703297
#> [654,] 0.363636364 0.091908092 0.055944056
#> [655,] 0.492507493 0.608391608 0.411588412
#> [656,] 0.110889111 0.357642358 0.137862138
#> [657,] 0.956966044 0.977394599 0.973336174
#> [658,] 0.381618382 0.456543457 0.258741259
#> [659,] 0.586413586 0.343656344 0.337662338
#> [660,] 0.578421578 0.804195804 0.480519481
#> [661,] 0.451548452 0.095904096 0.032967033
#> [662,] 0.496503497 0.553446553 0.506493506
#> [663,] 0.082917083 0.010989011 0.111888112
#> [664,] 0.373626374 0.480519481 0.606393606
#> [665,] 0.178821179 0.380619381 0.362637363
#> [666,] 0.485514486 0.698301698 0.442557443
#> [667,] 0.920079920 0.867132867 0.860139860
#> [668,] 0.827172827 0.818181818 0.780219780
#> [669,] 0.862137862 0.734265734 0.831168831
#> [670,] 0.795204795 0.508491508 0.504495504
#> [671,] 0.222777223 0.086913087 0.309690310
#> [672,] 0.744255744 0.762237762 0.829170829
#> [673,] 0.480519481 0.809190809 0.281718282
#> [674,] 0.505494505 0.433566434 0.130869131
#> [675,] 0.441558442 0.242757243 0.430569431
#> [676,] 0.991685082 0.992412144 0.953087532
#> [677,] 0.810189810 0.834165834 0.814185814
#> [678,] 0.680319680 0.660339660 0.633366633
#> [679,] 0.488511489 0.431568432 0.191808192
#> [680,] 0.070929071 0.858141858 0.143856144
#> [681,] 0.096903097 0.077922078 0.366633367
#> [682,] 0.901098901 0.889110889 0.872127872
#> [683,] 0.058941059 0.360639361 0.769230769
#> [684,] 0.342657343 0.127872128 0.477522478
#> [685,] 0.027972028 0.788211788 0.449550450
#> [686,] 0.227772228 0.498501499 0.067932068
#> [687,] 0.980591332 0.976997802 0.976102843
#> [688,] 0.775224775 0.811188811 0.752247752
#> [689,] 0.600399600 0.518481518 0.556443556
#> [690,] 0.179820180 0.176823177 0.283716284
#> [691,] 0.787212787 0.808191808 0.886113886
#> [692,] 0.266733267 0.191808192 0.198801199
#> [693,] 0.660339660 0.750249750 0.879120879
#> [694,] 0.068931069 0.087912088 0.033966034
#> [695,] 0.449550450 0.583416583 0.638361638
#> [696,] 0.915084915 0.850149850 0.893106893
#> [697,] 0.185814186 0.237762238 0.180819181
#> [698,] 0.076923077 0.082917083 0.100899101
#> [699,] 0.699300699 0.913086913 0.523476523
#> [700,] 0.056943057 0.071928072 0.202797203
#> [701,] 0.644355644 0.683316683 0.722277722
#> [702,] 0.039960040 0.106893107 0.059940060
#> [703,] 0.941058941 0.946053946 0.919080919
#> [704,] 0.406593407 0.736263736 0.584415584
#> [705,] 0.158841159 0.166833167 0.093906094
#> [706,] 0.069930070 0.234765235 0.034965035
#> [707,] 0.536463536 0.606393606 0.509490509
#> [708,] 0.667332667 0.623376623 0.622377622
#> [709,] 0.567432567 0.630369630 0.815184815
#> [710,] 0.134865135 0.102897103 0.021978022
#> [711,] 0.066933067 0.073926074 0.226773227
#> [712,] 0.913086913 0.813186813 0.877122877
#> [713,] 0.291708292 0.259740260 0.353646354
#> [714,] 0.756243756 0.719280719 0.587412587
#> [715,] 0.766233766 0.696303696 0.697302697
#> [716,] 0.613386613 0.070929071 0.037962038
#> [717,] 0.150849151 0.164835165 0.169830170
#> [718,] 0.399600400 0.680319680 0.810189810
#> [719,] 0.006993007 0.034965035 0.041958042
#> [720,] 0.494505495 0.346653347 0.610389610
#> [721,] 0.255744256 0.436563437 0.823176823
#> [722,] 0.367632368 0.266733267 0.400599401
#> [723,] 0.562437562 0.760239760 0.767232767
#> [724,] 0.145854146 0.264735265 0.125874126
#> [725,] 0.877122877 0.713286713 0.826173826
#> [726,] 0.823176823 0.935064935 0.883116883
#> [727,] 0.425574426 0.428571429 0.418581419
#> [728,] 0.271728272 0.555444555 0.423576424
#> [729,] 0.111888112 0.115884116 0.596403596
#> [730,] 0.458541459 0.141858142 0.485514486
#> [731,] 0.664335664 0.629370629 0.559440559
#> [732,] 0.584415584 0.839160839 0.624375624
#> [733,] 0.769230769 0.126873127 0.167832168
#> [734,] 0.036963037 0.030969031 0.046953047
#> [735,] 0.206793207 0.513486513 0.154845155
#> [736,] 0.456543457 0.773226773 0.015984016
#> [737,] 0.623376623 0.831168831 0.677322677
#> [738,] 0.146853147 0.099900100 0.129870130
#> [739,] 0.582417582 0.482517483 0.371628372
#> [740,] 0.186813187 0.012987013 0.010989011
#> [741,] 0.618381618 0.894105894 0.444555445
#> [742,] 0.148851149 0.140859141 0.064935065
#> [743,] 0.487512488 0.877122877 0.369630370
#> [744,] 0.534465534 0.621378621 0.751248751
#> [745,] 0.768231768 0.754245754 0.585414585
#> [746,] 0.156843157 0.409590410 0.155844156
#> [747,] 0.170829171 0.193806194 0.278721279
#> [748,] 0.871128871 0.579420579 0.721278721
#> [749,] 0.325674326 0.450549451 0.555444555
#> [750,] 0.944055944 0.860139860 0.934065934
#> [751,] 0.716283716 0.770229770 0.887112887
#> [752,] 0.344655345 0.211788212 0.357642358
#> [753,] 0.346653347 0.600399600 0.586413586
#> [754,] 0.610389610 0.898101898 0.525474525
#> [755,] 0.445554446 0.447552448 0.668331668
#> [756,] 0.951970406 0.900099900 0.942057942
#> [757,] 0.136863137 0.178821179 0.178821179
#> [758,] 0.719280719 0.759240759 0.637362637
#> [759,] 0.308691309 0.519480519 0.284715285
#> [760,] 0.985782445 0.933066933 0.856143856
#> [761,] 0.379620380 0.184815185 0.060939061
#> [762,] 0.220779221 0.245754246 0.133866134
#> [763,] 0.273726274 0.354645355 0.457542458
#> [764,] 0.012987013 0.216783217 0.048951049
#> [765,] 0.123876124 0.275724276 0.116883117
#> [766,] 0.978878484 0.972734280 0.945054945
#> [767,] 0.872127872 0.472527473 0.801198801
#> [768,] 0.043956044 0.617382617 0.107892108
#> [769,] 0.625374625 0.511488511 0.653346653
#> [770,] 0.892107892 0.911088911 0.866133866
#> [771,] 0.391608392 0.347652348 0.495504496
#> [772,] 0.502497502 0.505494505 0.095904096
#> [773,] 0.956439502 0.748251748 0.679320679
#> [774,] 0.245754246 0.029970030 0.396603397
#> [775,] 0.086913087 0.022977023 0.077922078
#> [776,] 0.867132867 0.640359640 0.821178821
#> [777,] 0.767232767 0.866133866 0.562437562
#> [778,] 0.009990010 0.009990010 0.149850150
#> [779,] 0.453546454 0.169830170 0.648351648
#> [780,] 0.410589411 0.293706294 0.126873127
#> [781,] 0.853146853 0.819180819 0.748251748
#> [782,] 0.656343656 0.411588412 0.084915085
#> [783,] 0.214785215 0.292707293 0.768231768
#> [784,] 0.581418581 0.502497502 0.484515485
#> [785,] 0.347652348 0.594405594 0.850149850
#> [786,] 0.091908092 0.385614386 0.025974026
#> [787,] 0.991885633 0.984300722 0.993365228
#> [788,] 0.267732268 0.336663337 0.726273726
#> [789,] 0.472527473 0.329670330 0.020979021
#> [790,] 0.988007814 0.988243308 0.984164948
#> [791,] 0.284715285 0.550449550 0.075924076
#> [792,] 0.832167832 0.943056943 0.806193806
#> [793,] 0.478521479 0.064935065 0.156843157
#> [794,] 0.794205794 0.679320679 0.674325674
#> [795,] 0.986507588 0.945054945 0.924075924
#> [796,] 0.343656344 0.619380619 0.187812188
#> [797,] 0.078921079 0.078921079 0.487512488
#> [798,] 0.836163836 0.802197802 0.818181818
#> [799,] 0.947052947 0.929070929 0.922077922
#> [800,] 0.959634128 0.942057942 0.916083916
#> [801,] 0.712287712 0.535464535 0.828171828
#> [802,] 0.167832168 0.045954046 0.102897103
#> [803,] 0.945054945 0.846153846 0.935064935
#> [804,] 0.263736264 0.243756244 0.186813187
#> [805,] 0.948051948 0.987767981 0.948051948
#> [806,] 0.918081918 0.656343656 0.605394605
#> [807,] 0.658341658 0.248751249 0.069930070
#> [808,] 0.817182817 0.160839161 0.493506494
#> [809,] 0.025974026 0.279720280 0.068931069
#> [810,] 0.887112887 0.880119880 0.750249750
#> [811,] 0.396603397 0.352647353 0.205794206
#> [812,] 0.372627373 0.316683317 0.040959041
#> [813,] 0.577422577 0.529470529 0.335664336
#> [814,] 0.555444555 0.320679321 0.923076923
#> [815,] 0.987568785 0.983771225 0.994768123
#> [816,] 0.675324675 0.464535465 0.472527473
#> [817,] 0.316683317 0.238761239 0.382617383
#> [818,] 0.507492507 0.288711289 0.118881119
#> [819,] 0.452547453 0.822177822 0.446553447
#> [820,] 0.956593960 0.961651647 0.979142386
#> [821,] 0.049950050 0.051948052 0.231768232
#> [822,] 0.764235764 0.675324675 0.928071928
#> [823,] 0.046953047 0.150849151 0.066933067
#> [824,] 0.126873127 0.210789211 0.042957043
#> [825,] 0.217782218 0.371628372 0.497502498
#> [826,] 0.709290709 0.576423576 0.542457542
#> [827,] 0.880119880 0.905094905 0.833166833
#> [828,] 0.409590410 0.303696304 0.765234765
#> [829,] 0.539460539 0.572427572 0.537462537
#> [830,] 0.476523477 0.194805195 0.131868132
#> [831,] 0.762237762 0.934065934 0.855144855
#> [832,] 0.722277722 0.591408591 0.572427572
#> [833,] 0.835164835 0.797202797 0.687312687
#> [834,] 0.276723277 0.322677323 0.465534466
#> [835,] 0.652347652 0.042957043 0.044955045
#> [836,] 0.121878122 0.208791209 0.127872128
#> [837,] 0.761238761 0.814185814 0.867132867
#> [838,] 0.032967033 0.092907093 0.247752248
#> [839,] 0.353646354 0.333666334 0.631368631
#> [840,] 0.306693307 0.652347652 0.439560440
#> [841,] 0.047952048 0.055944056 0.294705295
#> [842,] 0.034965035 0.309690310 0.141858142
#> [843,] 0.826173826 0.799200799 0.825174825
#> [844,] 0.598401598 0.296703297 0.359640360
#> [845,] 0.647352647 0.705294705 0.391608392
#> [846,] 0.542457542 0.868131868 0.799200799
#> [847,] 0.809190809 0.559440559 0.672327672
#> [848,] 0.436563437 0.375624376 0.813186813
#> [849,] 0.149850150 0.383616384 0.097902098
#> [850,] 0.558441558 0.473526474 0.682317682
#> [851,] 0.378621379 0.753246753 0.348651349
#> [852,] 0.000999001 0.001998002 0.000999001
#> [853,] 0.884115884 0.835164835 0.842157842
#> [854,] 0.626373626 0.377622378 0.206793207
#> [855,] 0.191808192 0.014985015 0.370629371
#> [856,] 0.942057942 0.919080919 0.862137862
#> [857,] 0.499500500 0.192807193 0.918081918
#> [858,] 0.079920080 0.065934066 0.645354645
#> [859,] 0.196803197 0.478521479 0.527472527
#> [860,] 0.247752248 0.203796204 0.243756244
#> [861,] 0.481518482 0.614385614 0.536463536
#> [862,] 0.377622378 0.406593407 0.364635365
#> [863,] 0.054945055 0.175824176 0.200799201
#> [864,] 0.531468531 0.849150849 0.438561439
#> [865,] 0.926073926 0.586413586 0.282717283
#> [866,] 0.874125874 0.790209790 0.820179820
#> [867,] 0.977848410 0.989039648 0.966587083
#> [868,] 0.516483516 0.445554446 0.615384615
#> [869,] 0.934065934 0.952024386 0.911088911
#> [870,] 0.857142857 0.960043610 0.957560494
#> [871,] 0.830169830 0.863136863 0.786213786
#> [872,] 0.912087912 0.603396603 0.528471528
#> [873,] 0.668331668 0.722277722 0.834165834
#> [874,] 0.632367632 0.589410589 0.892107892
#> [875,] 0.548451548 0.564435564 0.712287712
#> [876,] 0.540459540 0.424575425 0.657342657
#> [877,] 0.784215784 0.791208791 0.350649351
#> [878,] 0.313686314 0.398601399 0.213786214
#> [879,] 0.755244755 0.841158841 0.957407336
#> [880,] 0.162837163 0.369630370 0.676323676
#> [881,] 0.075924076 0.113886114 0.410589411
#> [882,] 0.607392607 0.181818182 0.454545455
#> [883,] 0.691308691 0.183816184 0.139860140
#> [884,] 0.721278721 0.842157842 0.708291708
#> [885,] 0.599400599 0.280719281 0.467532468
#> [886,] 0.743256743 0.666333666 0.578421578
#> [887,] 0.221778222 0.415584416 0.076923077
#> [888,] 0.515484515 0.442557443 0.212787213
#> [889,] 0.674325674 0.746253746 0.723276723
#> [890,] 0.198801199 0.885114885 0.238761239
#> [891,] 0.380619381 0.520479520 0.437562438
#> [892,] 0.322677323 0.197802198 0.511488511
#> [893,] 0.435564436 0.604395604 0.514485514
#> [894,] 0.201798202 0.286713287 0.692307692
#> [895,] 0.685314685 0.677322677 0.424575425
#> [896,] 0.430569431 0.769230769 0.352647353
#> [897,] 0.754245754 0.897102897 0.718281718
#> [898,] 0.421578422 0.439560440 0.383616384
#> [899,] 0.366633367 0.744255744 0.670329670
#> [900,] 0.815184815 0.622377622 0.571428571
#> [901,] 0.408591409 0.504495504 0.630369630
#> [902,] 0.099900100 0.158841159 0.298701299
#> [903,] 0.249750250 0.443556444 0.552447552
#> [904,] 0.700299700 0.432567433 0.704295704
#> [905,] 0.401598402 0.121878122 0.870129870
#> [906,] 0.777222777 0.323676324 0.759240759
#> [907,] 0.431568432 0.417582418 0.082917083
#> [908,] 0.003996004 0.024975025 0.293706294
#> [909,] 0.294705295 0.562437562 0.447552448
#> [910,] 0.334665335 0.020979021 0.103896104
#> [911,] 0.956873411 0.912087912 0.816183816
#> [912,] 0.007992008 0.044955045 0.005994006
#> [913,] 0.720279720 0.709290709 0.547452547
#> [914,] 0.662337662 0.870129870 0.688311688
#> [915,] 0.052947053 0.068931069 0.030969031
#> [916,] 0.646353646 0.267732268 0.152847153
#> [917,] 0.444555445 0.167832168 0.140859141
#> [918,] 0.397602398 0.025974026 0.122877123
#> [919,] 0.589410589 0.701298701 0.912087912
#> [920,] 0.304695305 0.416583417 0.334665335
#> [921,] 0.383616384 0.922077922 0.291708292
#> [922,] 0.605394605 0.342657343 0.378621379
#> [923,] 0.081918082 0.784215784 0.285714286
#> [924,] 0.608391608 0.643356643 0.880119880
#> [925,] 0.735264735 0.755244755 0.744255744
#> [926,] 0.724275724 0.944055944 0.785214785
#> [927,] 0.407592408 0.241758242 0.402597403
#> [928,] 0.405594406 0.487512488 0.392607393
#> [929,] 0.327672328 0.642357642 0.758241758
#> [930,] 0.773226773 0.843156843 0.734265734
#> [931,] 0.459540460 0.124875125 0.345654346
#> [932,] 0.718281718 0.781218781 0.280719281
#> [933,] 0.278721279 0.002997003 0.109890110
#> [934,] 0.992723282 0.989787062 0.984298476
#> [935,] 0.120879121 0.047952048 0.003996004
#> [936,] 0.038961039 0.090909091 0.099900100
#> [937,] 0.210789211 0.479520480 0.232767233
#> [938,] 0.044955045 0.198801199 0.568431568
#> [939,] 0.190809191 0.023976024 0.008991009
#> [940,] 0.479520480 0.706293706 0.603396603
#> [941,] 0.097902098 0.054945055 0.001998002
#> [942,] 0.909090909 0.910089910 0.944055944
#> [943,] 0.374625375 0.686313686 0.441558442
#> [944,] 0.891108891 0.989804156 0.902097902
#> [945,] 0.858141858 0.684315684 0.625374625
#> [946,] 0.275724276 0.220779221 0.121878122
#> [947,] 0.169830170 0.356643357 0.600399600
#> [948,] 0.413586414 0.063936064 0.307692308
#> [949,] 0.824175824 0.973421452 0.894105894
#> [950,] 0.921078921 0.611388611 0.522477522
#> [951,] 0.161838162 0.715284715 0.313686314
#> [952,] 0.575424575 0.414585415 0.451548452
#> [953,] 0.138861139 0.366633367 0.165834166
#> [954,] 0.060939061 0.032967033 0.267732268
#> [955,] 0.933066933 0.878121878 0.881118881
#> [956,] 0.117882118 0.711288711 0.275724276
#> [957,] 0.174825175 0.263736264 0.227772228
#> [958,] 0.443556444 0.299700300 0.230769231
#> [959,] 0.546453546 0.212787213 0.026973027
#> [960,] 0.616383616 0.528471528 0.706293706
#> [961,] 0.352647353 0.059940060 0.018981019
#> [962,] 0.213786214 0.281718282 0.153846154
#> [963,] 0.907092907 0.446553447 0.756243756
#> [964,] 0.701298701 0.607392607 0.609390609
#> [965,] 0.819180819 0.260739261 0.741258741
#> [966,] 0.588411588 0.525474525 0.540459540
#> [967,] 0.903096903 0.907092907 0.875124875
#> [968,] 0.355644356 0.008991009 0.009990010
#> [969,] 0.964014242 0.969499389 0.977552093
#> [970,] 0.879120879 0.726273726 0.898101898
#> [971,] 0.638361638 0.563436563 0.560439560
#> [972,] 0.035964036 0.420579421 0.036963037
#> [973,] 0.362637363 0.462537463 0.591408591
#> [974,] 0.023976024 0.240759241 0.016983017
#> [975,] 0.868131868 0.810189810 0.698301698
#> [976,] 0.878121878 0.792207792 0.876123876
#> [977,] 0.293706294 0.757242757 0.620379620
#> [978,] 0.645354645 0.539460539 0.469530470
#> [979,] 0.092907093 0.226773227 0.185814186
#> [980,] 0.642357642 0.221778222 0.323676324
#> [981,] 0.471528472 0.888111888 0.639360639
#> [982,] 0.559440559 0.571428571 0.022977023
#> [983,] 0.464535465 0.785214785 0.425574426
#> [984,] 0.927072927 0.778221778 0.753246753
#> [985,] 0.440559441 0.581418581 0.384615385
#> [986,] 0.288711289 0.602397602 0.245754246
#> [987,] 0.050949051 0.202797203 0.233766234
#> [988,] 0.415584416 0.153846154 0.545454545
#> [989,] 0.532467532 0.851148851 0.306693307
#> [990,] 0.152847153 0.209790210 0.737262737
#> [991,] 0.523476523 0.471528472 0.570429570
#> [992,] 0.147852148 0.133866134 0.061938062
#> [993,] 0.696303696 0.186813187 0.199800200
#> [994,] 0.160839161 0.131868132 0.295704296
#> [995,] 0.911088911 0.879120879 0.724275724
#> [996,] 0.528471528 0.477522478 0.574425574
#> [997,] 0.681318681 0.636363636 0.564435564
#> [998,] 0.154845155 0.517482517 0.098901099
#> [999,] 0.180819181 0.254745255 0.170829171
#> [1000,] 0.207792208 0.408591409 0.351648352