Model predictions from fitted fit_ageclass objects — predict.s4t_ageclass

Model predictions from fitted fit_ageclass objects.

Usage

# S3 method for class 's4t_ageclass_model'
predict(object, newdata, type = c("prob", "class", "cum.prob"), ...)

Arguments

object: a s4t_ageclass_model object
newdata: A data frame object in the same format as aux_age_df (see documentation for s4t_ch) containing data to predict age-class. If omitted, the fitted values for the aux_age_df data in the s4t_ch from the fitted model object are returned.
type: The prediction type. A character of one of the three option prob, class, or cum.prob.
...: not used (needed for generic consistency)

Value

Depends on the type. type = "prob" returns a matrix of the probabilities, type = "class" returns a vector of the mostly likely age-class (highest probability), type = "cum.prob" returns the cumulative probabilities as a matrix (probability that the individual is at least a particular age-class).

Examples

sim.dat <- sim_simple_s4t_ch(N = 2000)
m1 <- fit_ageclass(age_formula = ~ FL,
                   s4t_ch = sim.dat$s4t_ch)
predict(m1,type = "prob")
#>                 Age1       Age2         Age3
#>    [1,] 0.8060411027 0.18817232 0.0057865814
#>    [2,] 0.8684528385 0.12789679 0.0036503704
#>    [3,] 0.0052687124 0.17437475 0.8203565327
#>    [4,] 0.9053071135 0.09216932 0.0025235621
#>    [5,] 0.0007575251 0.02963265 0.9696098224
#>    [6,] 0.7045494855 0.28540944 0.0100410782
#>    [7,] 0.5777700676 0.40486095 0.0173689824
#>    [8,] 0.0027629494 0.10001173 0.8972253221
#>    [9,] 0.0019095481 0.07139139 0.9266990662
#>   [10,] 0.2209573764 0.70046458 0.0785780417
#>   [11,] 0.4858384007 0.48920297 0.0249586315
#>   [12,] 0.0109857298 0.30372441 0.6852898609
#>   [13,] 0.8882006179 0.10876411 0.0030352751
#>   [14,] 0.9129506982 0.08474835 0.0023009514
#>   [15,] 0.0207933703 0.44670583 0.5325007962
#>   [16,] 0.4398415099 0.53027519 0.0298833043
#>   [17,] 0.7754499322 0.21759473 0.0069553364
#>   [18,] 0.6001758403 0.38396653 0.0158576336
#>   [19,] 0.0076119176 0.23315539 0.7592326956
#>   [20,] 0.9524932117 0.04630186 0.0012049252
#>   [21,] 0.2724197325 0.66690023 0.0606800362
#>   [22,] 0.1399714392 0.73064211 0.1293864497
#>   [23,] 0.6646115805 0.32332970 0.0120587202
#>   [24,] 0.0131906598 0.34274558 0.6440637635
#>   [25,] 0.7754499322 0.21759473 0.0069553364
#>   [26,] 0.0173399144 0.40447425 0.5781858396
#>   [27,] 0.8333603191 0.16182641 0.0048132688
#>   [28,] 0.3729642622 0.58796026 0.0390754763
#>   [29,] 0.0069435730 0.21730983 0.7757466010
#>   [30,] 0.5089766165 0.46822118 0.0228022001
#>   [31,] 0.1907352626 0.71619209 0.0930726448
#>   [32,] 0.7754499322 0.21759473 0.0069553364
#>   [33,] 0.8882006179 0.10876411 0.0030352751
#>   [34,] 0.0048051107 0.16159799 0.8335968965
#>   [35,] 0.0052687124 0.17437475 0.8203565327
#>   [36,] 0.0033230422 0.11782275 0.8788542042
#>   [37,] 0.0173399144 0.40447425 0.5781858396
#>   [38,] 0.9200317949 0.07787027 0.0020979366
#>   [39,] 0.0100241487 0.28507167 0.7049041793
#>   [40,] 0.0120384303 0.32297015 0.6649914223
#>   [41,] 0.9053071135 0.09216932 0.0025235621
#>   [42,] 0.0100241487 0.28507167 0.7049041793
#>   [43,] 0.1291945614 0.73062868 0.1401767575
#>   [44,] 0.0017410069 0.06551481 0.9327441796
#>   [45,] 0.7045494855 0.28540944 0.0100410782
#>   [46,] 0.9200317949 0.07787027 0.0020979366
#>   [47,] 0.8684528385 0.12789679 0.0036503704
#>   [48,] 0.9053071135 0.09216932 0.0025235621
#>   [49,] 0.0012028756 0.04622684 0.9525702828
#>   [50,] 0.1291945614 0.73062868 0.1401767575
#>   [51,] 0.0013193910 0.05047237 0.9482082381
#>   [52,] 0.0015873178 0.06008875 0.9383239338
#>   [53,] 0.0854142360 0.70887283 0.2057129328
#>   [54,] 0.0006905938 0.02708723 0.9722221712
#>   [55,] 0.0012028756 0.04622684 0.9525702828
#>   [56,] 0.2911493605 0.65323734 0.0556133023
#>   [57,] 0.9129506982 0.08474835 0.0023009514
#>   [58,] 0.8684528385 0.12789679 0.0036503704
#>   [59,] 0.8970680359 0.10016431 0.0027676500
#>   [60,] 0.1514908905 0.72919762 0.1193114852
#>   [61,] 0.0036441761 0.12770838 0.8686474478
#>   [62,] 0.0009114588 0.03543516 0.9636533832
#>   [63,] 0.0057767832 0.18791577 0.8063074505
#>   [64,] 0.0010966384 0.04232160 0.9565817665
#>   [65,] 0.9129506982 0.08474835 0.0023009514
#>   [66,] 0.9635936334 0.03549335 0.0009130123
#>   [67,] 0.8333603191 0.16182641 0.0048132688
#>   [68,] 0.9265831957 0.07150400 0.0019127996
#>   [69,] 0.3948551034 0.56940084 0.0357440592
#>   [70,] 0.0043821223 0.14957334 0.8460445373
#>   [71,] 0.0007575251 0.02963265 0.9696098224
#>   [72,] 0.0019095481 0.07139139 0.9266990662
#>   [73,] 0.0720176013 0.69037094 0.2376114564
#>   [74,] 0.6221701641 0.36335398 0.0144758564
#>   [75,] 0.9265831957 0.07150400 0.0019127996
#>   [76,] 0.6221701641 0.36335398 0.0144758564
#>   [77,] 0.0009114588 0.03543516 0.9636533832
#>   [78,] 0.0555238466 0.65297488 0.2915012723
#>   [79,] 0.0057767832 0.18791577 0.8063074505
#>   [80,] 0.0009114588 0.03543516 0.9636533832
#>   [81,] 0.1097553190 0.72623326 0.1640114186
#>   [82,] 0.0207933703 0.44670583 0.5325007962
#>   [83,] 0.0426340096 0.60539536 0.3519706348
#>   [84,] 0.2544624555 0.67936151 0.0661760359
#>   [85,] 0.2373028121 0.69056559 0.0721316011
#>   [86,] 0.9481244649 0.05055390 0.0013216389
#>   [87,] 0.0390115232 0.58762550 0.3733629770
#>   [88,] 0.8060411027 0.18817232 0.0057865814
#>   [89,] 0.7415807833 0.25006105 0.0083581682
#>   [90,] 0.7589209696 0.23345423 0.0076248045
#>   [91,] 0.0508643367 0.63815359 0.3109820742
#>   [92,] 0.9053071135 0.09216932 0.0025235621
#>   [93,] 0.8458223837 0.14978805 0.0043895654
#>   [94,] 0.8333603191 0.16182641 0.0048132688
#>   [95,] 0.3307788194 0.62256886 0.0466523181
#>   [96,] 0.6001758403 0.38396653 0.0158576336
#>   [97,] 0.8684528385 0.12789679 0.0036503704
#>   [98,] 0.0660707783 0.67914326 0.2547859626
#>   [99,] 0.0272680504 0.50954742 0.4631845287
#>  [100,] 0.1097553190 0.72623326 0.1640114186
#>  [101,] 0.0465765654 0.62226718 0.3311562537
#>  [102,] 0.1514908905 0.72919762 0.1193114852
#>  [103,] 0.0173399144 0.40447425 0.5781858396
#>  [104,] 0.2724197325 0.66690023 0.0606800362
#>  [105,] 0.1291945614 0.73062868 0.1401767575
#>  [106,] 0.6221701641 0.36335398 0.0144758564
#>  [107,] 0.5089766165 0.46822118 0.0228022001
#>  [108,] 0.1097553190 0.72623326 0.1640114186
#>  [109,] 0.0173399144 0.40447425 0.5781858396
#>  [110,] 0.4858384007 0.48920297 0.0249586315
#>  [111,] 0.9326371703 0.06561886 0.0017439719
#>  [112,] 0.6221701641 0.36335398 0.0144758564
#>  [113,] 0.8970680359 0.10016431 0.0027676500
#>  [114,] 0.8060411027 0.18817232 0.0057865814
#>  [115,] 0.0189898094 0.42554968 0.5554605096
#>  [116,] 0.0109857298 0.30372441 0.6852898609
#>  [117,] 0.0027629494 0.10001173 0.8972253221
#>  [118,] 0.7415807833 0.25006105 0.0083581682
#>  [119,] 0.3729642622 0.58796026 0.0390754763
#>  [120,] 0.0036441761 0.12770838 0.8686474478
#>  [121,] 0.0057767832 0.18791577 0.8063074505
#>  [122,] 0.0131906598 0.34274558 0.6440637635
#>  [123,] 0.2054345580 0.70901796 0.0855474870
#>  [124,] 0.0033230422 0.11782275 0.8788542042
#>  [125,] 0.0052687124 0.17437475 0.8203565327
#>  [126,] 0.7415807833 0.25006105 0.0083581682
#>  [127,] 0.0009997746 0.03873210 0.9602681207
#>  [128,] 0.0207933703 0.44670583 0.5325007962
#>  [129,] 0.0036441761 0.12770838 0.8686474478
#>  [130,] 0.7589209696 0.23345423 0.0076248045
#>  [131,] 0.8458223837 0.14978805 0.0043895654
#>  [132,] 0.0298339285 0.52990455 0.4402615206
#>  [133,] 0.0057767832 0.18791577 0.8063074505
#>  [134,] 0.0508643367 0.63815359 0.3109820742
#>  [135,] 0.0326331515 0.54977638 0.4175904724
#>  [136,] 0.0020943711 0.07774851 0.9201571142
#>  [137,] 0.9787798856 0.02069600 0.0005241130
#>  [138,] 0.0007575251 0.02963265 0.9696098224
#>  [139,] 0.4858384007 0.48920297 0.0249586315
#>  [140,] 0.0249171838 0.48881861 0.4862642056
#>  [141,] 0.9265831957 0.07150400 0.0019127996
#>  [142,] 0.0010966384 0.04232160 0.9565817665
#>  [143,] 0.9433778487 0.05517251 0.0014496414
#>  [144,] 0.0043821223 0.14957334 0.8460445373
#>  [145,] 0.1637778392 0.72630018 0.1099219795
#>  [146,] 0.0014471761 0.05508399 0.9434688301
#>  [147,] 0.0426340096 0.60539536 0.3519706348
#>  [148,] 0.0854142360 0.70887283 0.2057129328
#>  [149,] 0.0030301214 0.10860011 0.8883697678
#>  [150,] 0.1097553190 0.72623326 0.1640114186
#>  [151,] 0.0022970417 0.08461689 0.9130860661
#>  [152,] 0.9382252144 0.06018476 0.0015900215
#>  [153,] 0.9695595550 0.02968163 0.0007588165
#>  [154,] 0.7589209696 0.23345423 0.0076248045
#>  [155,] 0.0605829532 0.66665933 0.2727577169
#>  [156,] 0.9635936334 0.03549335 0.0009130123
#>  [157,] 0.0100241487 0.28507167 0.7049041793
#>  [158,] 0.8201051937 0.17461715 0.0052776534
#>  [159,] 0.8333603191 0.16182641 0.0048132688
#>  [160,] 0.0039962195 0.13828381 0.8577199711
#>  [161,] 0.1514908905 0.72919762 0.1193114852
#>  [162,] 0.0189898094 0.42554968 0.5554605096
#>  [163,] 0.1097553190 0.72623326 0.1640114186
#>  [164,] 0.5089766165 0.46822118 0.0228022001
#>  [165,] 0.0356853561 0.56905218 0.3952624683
#>  [166,] 0.0048051107 0.16159799 0.8335968965
#>  [167,] 0.0854142360 0.70887283 0.2057129328
#>  [168,] 0.5777700676 0.40486095 0.0173689824
#>  [169,] 0.0091459565 0.26706529 0.7237887576
#>  [170,] 0.0012028756 0.04622684 0.9525702828
#>  [171,] 0.2373028121 0.69056559 0.0721316011
#>  [172,] 0.9382252144 0.06018476 0.0015900215
#>  [173,] 0.8970680359 0.10016431 0.0027676500
#>  [174,] 0.3948551034 0.56940084 0.0357440592
#>  [175,] 0.0015873178 0.06008875 0.9383239338
#>  [176,] 0.2373028121 0.69056559 0.0721316011
#>  [177,] 0.0020943711 0.07774851 0.9201571142
#>  [178,] 0.0048051107 0.16159799 0.8335968965
#>  [179,] 0.0063335362 0.20222748 0.7914389830
#>  [180,] 0.1097553190 0.72623326 0.1640114186
#>  [181,] 0.8882006179 0.10876411 0.0030352751
#>  [182,] 0.0009114588 0.03543516 0.9636533832
#>  [183,] 0.0036441761 0.12770838 0.8686474478
#>  [184,] 0.0014471761 0.05508399 0.9434688301
#>  [185,] 0.0390115232 0.58762550 0.3733629770
#>  [186,] 0.9265831957 0.07150400 0.0019127996
#>  [187,] 0.2054345580 0.70901796 0.0855474870
#>  [188,] 0.6436729078 0.34311423 0.0132128657
#>  [189,] 0.0158310542 0.38358414 0.6005848015
#>  [190,] 0.5320764367 0.44709546 0.0208281049
#>  [191,] 0.9667053775 0.03246227 0.0008323543
#>  [192,] 0.0012028756 0.04622684 0.9525702828
#>  [193,] 0.8786726048 0.11799870 0.0033286925
#>  [194,] 0.7754499322 0.21759473 0.0069553364
#>  [195,] 0.0036441761 0.12770838 0.8686474478
#>  [196,] 0.2544624555 0.67936151 0.0661760359
#>  [197,] 0.8201051937 0.17461715 0.0052776534
#>  [198,] 0.5550395763 0.42593883 0.0190215898
#>  [199,] 0.6646115805 0.32332970 0.0120587202
#>  [200,] 0.8882006179 0.10876411 0.0030352751
#>  [201,] 0.0039962195 0.13828381 0.8577199711
#>  [202,] 0.2724197325 0.66690023 0.0606800362
#>  [203,] 0.1010315851 0.72186650 0.1771019113
#>  [204,] 0.6221701641 0.36335398 0.0144758564
#>  [205,] 0.4398415099 0.53027519 0.0298833043
#>  [206,] 0.6646115805 0.32332970 0.0120587202
#>  [207,] 0.8201051937 0.17461715 0.0052776534
#>  [208,] 0.0100241487 0.28507167 0.7049041793
#>  [209,] 0.7911574851 0.20249824 0.0063442727
#>  [210,] 0.0020943711 0.07774851 0.9201571142
#>  [211,] 0.8970680359 0.10016431 0.0027676500
#>  [212,] 0.0144515589 0.36297767 0.6225707758
#>  [213,] 0.9745736363 0.02479572 0.0006306459
#>  [214,] 0.5777700676 0.40486095 0.0173689824
#>  [215,] 0.6646115805 0.32332970 0.0120587202
#>  [216,] 0.0008309379 0.03240887 0.9667601965
#>  [217,] 0.4171759703 0.55013703 0.0326870039
#>  [218,] 0.9667053775 0.03246227 0.0008323543
#>  [219,] 0.2911493605 0.65323734 0.0556133023
#>  [220,] 0.0036441761 0.12770838 0.8686474478
#>  [221,] 0.4398415099 0.53027519 0.0298833043
#>  [222,] 0.0015873178 0.06008875 0.9383239338
#>  [223,] 0.6221701641 0.36335398 0.0144758564
#>  [224,] 0.9745736363 0.02479572 0.0006306459
#>  [225,] 0.0076119176 0.23315539 0.7592326956
#>  [226,] 0.0660707783 0.67914326 0.2547859626
#>  [227,] 0.0100241487 0.28507167 0.7049041793
#>  [228,] 0.9602030356 0.03879549 0.0010014785
#>  [229,] 0.0298339285 0.52990455 0.4402615206
#>  [230,] 0.7415807833 0.25006105 0.0083581682
#>  [231,] 0.8575118275 0.13848516 0.0040030098
#>  [232,] 0.2544624555 0.67936151 0.0661760359
#>  [233,] 0.8060411027 0.18817232 0.0057865814
#>  [234,] 0.0030301214 0.10860011 0.8883697678
#>  [235,] 0.0854142360 0.70887283 0.2057129328
#>  [236,] 0.8684528385 0.12789679 0.0036503704
#>  [237,] 0.9053071135 0.09216932 0.0025235621
#>  [238,] 0.8201051937 0.17461715 0.0052776534
#>  [239,] 0.0605829532 0.66665933 0.2727577169
#>  [240,] 0.3948551034 0.56940084 0.0357440592
#>  [241,] 0.0007575251 0.02963265 0.9696098224
#>  [242,] 0.9767695170 0.02265556 0.0005749185
#>  [243,] 0.0009114588 0.03543516 0.9636533832
#>  [244,] 0.3106169550 0.63843635 0.0509466904
#>  [245,] 0.7415807833 0.25006105 0.0083581682
#>  [246,] 0.9129506982 0.08474835 0.0023009514
#>  [247,] 0.8970680359 0.10016431 0.0027676500
#>  [248,] 0.4627607291 0.50992597 0.0273132991
#>  [249,] 0.6849221294 0.30407361 0.0110042653
#>  [250,] 0.0027629494 0.10001173 0.8972253221
#>  [251,] 0.0326331515 0.54977638 0.4175904724
#>  [252,] 0.0173399144 0.40447425 0.5781858396
#>  [253,] 0.8684528385 0.12789679 0.0036503704
#>  [254,] 0.0057767832 0.18791577 0.8063074505
#>  [255,] 0.4858384007 0.48920297 0.0249586315
#>  [256,] 0.0019095481 0.07139139 0.9266990662
#>  [257,] 0.0013193910 0.05047237 0.9482082381
#>  [258,] 0.9481244649 0.05055390 0.0013216389
#>  [259,] 0.0022970417 0.08461689 0.9130860661
#>  [260,] 0.8060411027 0.18817232 0.0057865814
#>  [261,] 0.0020943711 0.07774851 0.9201571142
#>  [262,] 0.1399714392 0.73064211 0.1293864497
#>  [263,] 0.8684528385 0.12789679 0.0036503704
#>  [264,] 0.2724197325 0.66690023 0.0606800362
#>  [265,] 0.4627607291 0.50992597 0.0273132991
#>  [266,] 0.9602030356 0.03879549 0.0010014785
#>  [267,] 0.0069435730 0.21730983 0.7757466010
#>  [268,] 0.9635936334 0.03549335 0.0009130123
#>  [269,] 0.1191324940 0.72915738 0.1517101254
#>  [270,] 0.5550395763 0.42593883 0.0190215898
#>  [271,] 0.2724197325 0.66690023 0.0606800362
#>  [272,] 0.9053071135 0.09216932 0.0025235621
#>  [273,] 0.8882006179 0.10876411 0.0030352751
#>  [274,] 0.5320764367 0.44709546 0.0208281049
#>  [275,] 0.0057767832 0.18791577 0.8063074505
#>  [276,] 0.0036441761 0.12770838 0.8686474478
#>  [277,] 0.5777700676 0.40486095 0.0173689824
#>  [278,] 0.9602030356 0.03879549 0.0010014785
#>  [279,] 0.0039962195 0.13828381 0.8577199711
#>  [280,] 0.9667053775 0.03246227 0.0008323543
#>  [281,] 0.8575118275 0.13848516 0.0040030098
#>  [282,] 0.1907352626 0.71619209 0.0930726448
#>  [283,] 0.0508643367 0.63815359 0.3109820742
#>  [284,] 0.9433778487 0.05517251 0.0014496414
#>  [285,] 0.6436729078 0.34311423 0.0132128657
#>  [286,] 0.3307788194 0.62256886 0.0466523181
#>  [287,] 0.4171759703 0.55013703 0.0326870039
#>  [288,] 0.0015873178 0.06008875 0.9383239338
#>  [289,] 0.2724197325 0.66690023 0.0606800362
#>  [290,] 0.9745736363 0.02479572 0.0006306459
#>  [291,] 0.0272680504 0.50954742 0.4631845287
#>  [292,] 0.8970680359 0.10016431 0.0027676500
#>  [293,] 0.8333603191 0.16182641 0.0048132688
#>  [294,] 0.9382252144 0.06018476 0.0015900215
#>  [295,] 0.5089766165 0.46822118 0.0228022001
#>  [296,] 0.0144515589 0.36297767 0.6225707758
#>  [297,] 0.0025192751 0.09202759 0.9054531368
#>  [298,] 0.3307788194 0.62256886 0.0466523181
#>  [299,] 0.0249171838 0.48881861 0.4862642056
#>  [300,] 0.0227642499 0.46783314 0.5094026091
#>  [301,] 0.0036441761 0.12770838 0.8686474478
#>  [302,] 0.9524932117 0.04630186 0.0012049252
#>  [303,] 0.4858384007 0.48920297 0.0249586315
#>  [304,] 0.7589209696 0.23345423 0.0076248045
#>  [305,] 0.3948551034 0.56940084 0.0357440592
#>  [306,] 0.4858384007 0.48920297 0.0249586315
#>  [307,] 0.1637778392 0.72630018 0.1099219795
#>  [308,] 0.7911574851 0.20249824 0.0063442727
#>  [309,] 0.1907352626 0.71619209 0.0930726448
#>  [310,] 0.0120384303 0.32297015 0.6649914223
#>  [311,] 0.0227642499 0.46783314 0.5094026091
#>  [312,] 0.0508643367 0.63815359 0.3109820742
#>  [313,] 0.9200317949 0.07787027 0.0020979366
#>  [314,] 0.3307788194 0.62256886 0.0466523181
#>  [315,] 0.0009114588 0.03543516 0.9636533832
#>  [316,] 0.0120384303 0.32297015 0.6649914223
#>  [317,] 0.0015873178 0.06008875 0.9383239338
#>  [318,] 0.0069435730 0.21730983 0.7757466010
#>  [319,] 0.0007575251 0.02963265 0.9696098224
#>  [320,] 0.9602030356 0.03879549 0.0010014785
#>  [321,] 0.4627607291 0.50992597 0.0273132991
#>  [322,] 0.9433778487 0.05517251 0.0014496414
#>  [323,] 0.0007575251 0.02963265 0.9696098224
#>  [324,] 0.0020943711 0.07774851 0.9201571142
#>  [325,] 0.0109857298 0.30372441 0.6852898609
#>  [326,] 0.4398415099 0.53027519 0.0298833043
#>  [327,] 0.2054345580 0.70901796 0.0855474870
#>  [328,] 0.0052687124 0.17437475 0.8203565327
#>  [329,] 0.0605829532 0.66665933 0.2727577169
#>  [330,] 0.9265831957 0.07150400 0.0019127996
#>  [331,] 0.2911493605 0.65323734 0.0556133023
#>  [332,] 0.8333603191 0.16182641 0.0048132688
#>  [333,] 0.6001758403 0.38396653 0.0158576336
#>  [334,] 0.0272680504 0.50954742 0.4631845287
#>  [335,] 0.3729642622 0.58796026 0.0390754763
#>  [336,] 0.7754499322 0.21759473 0.0069553364
#>  [337,] 0.0508643367 0.63815359 0.3109820742
#>  [338,] 0.6646115805 0.32332970 0.0120587202
#>  [339,] 0.1637778392 0.72630018 0.1099219795
#>  [340,] 0.0298339285 0.52990455 0.4402615206
#>  [341,] 0.0227642499 0.46783314 0.5094026091
#>  [342,] 0.8458223837 0.14978805 0.0043895654
#>  [343,] 0.2544624555 0.67936151 0.0661760359
#>  [344,] 0.5777700676 0.40486095 0.0173689824
#>  [345,] 0.1907352626 0.71619209 0.0930726448
#>  [346,] 0.0091459565 0.26706529 0.7237887576
#>  [347,] 0.0298339285 0.52990455 0.4402615206
#>  [348,] 0.0076119176 0.23315539 0.7592326956
#>  [349,] 0.2054345580 0.70901796 0.0855474870
#>  [350,] 0.9382252144 0.06018476 0.0015900215
#>  [351,] 0.7754499322 0.21759473 0.0069553364
#>  [352,] 0.0144515589 0.36297767 0.6225707758
#>  [353,] 0.0508643367 0.63815359 0.3109820742
#>  [354,] 0.8786726048 0.11799870 0.0033286925
#>  [355,] 0.2054345580 0.70901796 0.0855474870
#>  [356,] 0.9721761008 0.02713213 0.0006917711
#>  [357,] 0.9129506982 0.08474835 0.0023009514
#>  [358,] 0.7234478571 0.26739073 0.0091614166
#>  [359,] 0.0249171838 0.48881861 0.4862642056
#>  [360,] 0.0069435730 0.21730983 0.7757466010
#>  [361,] 0.0091459565 0.26706529 0.7237887576
#>  [362,] 0.7234478571 0.26739073 0.0091614166
#>  [363,] 0.5320764367 0.44709546 0.0208281049
#>  [364,] 0.9053071135 0.09216932 0.0025235621
#>  [365,] 0.9524932117 0.04630186 0.0012049252
#>  [366,] 0.0854142360 0.70887283 0.2057129328
#>  [367,] 0.0076119176 0.23315539 0.7592326956
#>  [368,] 0.0109857298 0.30372441 0.6852898609
#>  [369,] 0.8201051937 0.17461715 0.0052776534
#>  [370,] 0.0048051107 0.16159799 0.8335968965
#>  [371,] 0.9635936334 0.03549335 0.0009130123
#>  [372,] 0.0390115232 0.58762550 0.3733629770
#>  [373,] 0.0227642499 0.46783314 0.5094026091
#>  [374,] 0.0039962195 0.13828381 0.8577199711
#>  [375,] 0.1291945614 0.73062868 0.1401767575
#>  [376,] 0.9053071135 0.09216932 0.0025235621
#>  [377,] 0.7045494855 0.28540944 0.0100410782
#>  [378,] 0.6646115805 0.32332970 0.0120587202
#>  [379,] 0.9481244649 0.05055390 0.0013216389
#>  [380,] 0.0043821223 0.14957334 0.8460445373
#>  [381,] 0.3515819476 0.60571442 0.0427036372
#>  [382,] 0.1768536328 0.72195986 0.1011865045
#>  [383,] 0.9265831957 0.07150400 0.0019127996
#>  [384,] 0.7234478571 0.26739073 0.0091614166
#>  [385,] 0.0660707783 0.67914326 0.2547859626
#>  [386,] 0.0057767832 0.18791577 0.8063074505
#>  [387,] 0.0131906598 0.34274558 0.6440637635
#>  [388,] 0.0249171838 0.48881861 0.4862642056
#>  [389,] 0.9382252144 0.06018476 0.0015900215
#>  [390,] 0.8458223837 0.14978805 0.0043895654
#>  [391,] 0.9767695170 0.02265556 0.0005749185
#>  [392,] 0.9787798856 0.02069600 0.0005241130
#>  [393,] 0.0008309379 0.03240887 0.9667601965
#>  [394,] 0.3729642622 0.58796026 0.0390754763
#>  [395,] 0.0022970417 0.08461689 0.9130860661
#>  [396,] 0.0144515589 0.36297767 0.6225707758
#>  [397,] 0.3729642622 0.58796026 0.0390754763
#>  [398,] 0.2911493605 0.65323734 0.0556133023
#>  [399,] 0.2911493605 0.65323734 0.0556133023
#>  [400,] 0.1399714392 0.73064211 0.1293864497
#>  [401,] 0.0120384303 0.32297015 0.6649914223
#>  [402,] 0.0030301214 0.10860011 0.8883697678
#>  [403,] 0.9524932117 0.04630186 0.0012049252
#>  [404,] 0.5777700676 0.40486095 0.0173689824
#>  [405,] 0.0326331515 0.54977638 0.4175904724
#>  [406,] 0.9565109163 0.04239058 0.0010985072
#>  [407,] 0.9721761008 0.02713213 0.0006917711
#>  [408,] 0.8333603191 0.16182641 0.0048132688
#>  [409,] 0.3729642622 0.58796026 0.0390754763
#>  [410,] 0.9326371703 0.06561886 0.0017439719
#>  [411,] 0.3729642622 0.58796026 0.0390754763
#>  [412,] 0.0227642499 0.46783314 0.5094026091
#>  [413,] 0.9602030356 0.03879549 0.0010014785
#>  [414,] 0.0012028756 0.04622684 0.9525702828
#>  [415,] 0.9667053775 0.03246227 0.0008323543
#>  [416,] 0.9200317949 0.07787027 0.0020979366
#>  [417,] 0.0007575251 0.02963265 0.9696098224
#>  [418,] 0.1010315851 0.72186650 0.1771019113
#>  [419,] 0.0036441761 0.12770838 0.8686474478
#>  [420,] 0.2209573764 0.70046458 0.0785780417
#>  [421,] 0.0109857298 0.30372441 0.6852898609
#>  [422,] 0.5550395763 0.42593883 0.0190215898
#>  [423,] 0.5320764367 0.44709546 0.0208281049
#>  [424,] 0.0784547152 0.70029436 0.2212509283
#>  [425,] 0.3106169550 0.63843635 0.0509466904
#>  [426,] 0.0929288636 0.71607263 0.1909985071
#>  [427,] 0.0083440522 0.24974864 0.7419073059
#>  [428,] 0.0426340096 0.60539536 0.3519706348
#>  [429,] 0.9695595550 0.02968163 0.0007588165
#>  [430,] 0.3106169550 0.63843635 0.0509466904
#>  [431,] 0.9602030356 0.03879549 0.0010014785
#>  [432,] 0.0189898094 0.42554968 0.5554605096
#>  [433,] 0.1291945614 0.73062868 0.1401767575
#>  [434,] 0.0109857298 0.30372441 0.6852898609
#>  [435,] 0.0131906598 0.34274558 0.6440637635
#>  [436,] 0.0390115232 0.58762550 0.3733629770
#>  [437,] 0.0100241487 0.28507167 0.7049041793
#>  [438,] 0.0009997746 0.03873210 0.9602681207
#>  [439,] 0.0030301214 0.10860011 0.8883697678
#>  [440,] 0.3307788194 0.62256886 0.0466523181
#>  [441,] 0.1010315851 0.72186650 0.1771019113
#>  [442,] 0.0063335362 0.20222748 0.7914389830
#>  [443,] 0.5777700676 0.40486095 0.0173689824
#>  [444,] 0.0083440522 0.24974864 0.7419073059
#>  [445,] 0.9745736363 0.02479572 0.0006306459
#>  [446,] 0.7234478571 0.26739073 0.0091614166
#>  [447,] 0.0091459565 0.26706529 0.7237887576
#>  [448,] 0.4398415099 0.53027519 0.0298833043
#>  [449,] 0.0057767832 0.18791577 0.8063074505
#>  [450,] 0.7911574851 0.20249824 0.0063442727
#>  [451,] 0.1399714392 0.73064211 0.1293864497
#>  [452,] 0.8201051937 0.17461715 0.0052776534
#>  [453,] 0.0091459565 0.26706529 0.7237887576
#>  [454,] 0.0009114588 0.03543516 0.9636533832
#>  [455,] 0.1010315851 0.72186650 0.1771019113
#>  [456,] 0.0158310542 0.38358414 0.6005848015
#>  [457,] 0.3106169550 0.63843635 0.0509466904
#>  [458,] 0.0555238466 0.65297488 0.2915012723
#>  [459,] 0.2054345580 0.70901796 0.0855474870
#>  [460,] 0.6001758403 0.38396653 0.0158576336
#>  [461,] 0.8786726048 0.11799870 0.0033286925
#>  [462,] 0.0022970417 0.08461689 0.9130860661
#>  [463,] 0.2724197325 0.66690023 0.0606800362
#>  [464,] 0.9745736363 0.02479572 0.0006306459
#>  [465,] 0.1907352626 0.71619209 0.0930726448
#>  [466,] 0.0465765654 0.62226718 0.3311562537
#>  [467,] 0.1514908905 0.72919762 0.1193114852
#>  [468,] 0.9745736363 0.02479572 0.0006306459
#>  [469,] 0.9695595550 0.02968163 0.0007588165
#>  [470,] 0.4858384007 0.48920297 0.0249586315
#>  [471,] 0.0036441761 0.12770838 0.8686474478
#>  [472,] 0.8458223837 0.14978805 0.0043895654
#>  [473,] 0.9635936334 0.03549335 0.0009130123
#>  [474,] 0.0009114588 0.03543516 0.9636533832
#>  [475,] 0.3307788194 0.62256886 0.0466523181
#>  [476,] 0.0326331515 0.54977638 0.4175904724
#>  [477,] 0.5777700676 0.40486095 0.0173689824
#>  [478,] 0.0069435730 0.21730983 0.7757466010
#>  [479,] 0.0144515589 0.36297767 0.6225707758
#>  [480,] 0.1514908905 0.72919762 0.1193114852
#>  [481,] 0.0007575251 0.02963265 0.9696098224
#>  [482,] 0.9382252144 0.06018476 0.0015900215
#>  [483,] 0.3106169550 0.63843635 0.0509466904
#>  [484,] 0.7754499322 0.21759473 0.0069553364
#>  [485,] 0.0076119176 0.23315539 0.7592326956
#>  [486,] 0.0356853561 0.56905218 0.3952624683
#>  [487,] 0.0008309379 0.03240887 0.9667601965
#>  [488,] 0.8882006179 0.10876411 0.0030352751
#>  [489,] 0.0007575251 0.02963265 0.9696098224
#>  [490,] 0.8458223837 0.14978805 0.0043895654
#>  [491,] 0.5320764367 0.44709546 0.0208281049
#>  [492,] 0.8458223837 0.14978805 0.0043895654
#>  [493,] 0.0207933703 0.44670583 0.5325007962
#>  [494,] 0.2544624555 0.67936151 0.0661760359
#>  [495,] 0.1097553190 0.72623326 0.1640114186
#>  [496,] 0.0555238466 0.65297488 0.2915012723
#>  [497,] 0.9382252144 0.06018476 0.0015900215
#>  [498,] 0.8970680359 0.10016431 0.0027676500
#>  [499,] 0.0039962195 0.13828381 0.8577199711
#>  [500,] 0.6221701641 0.36335398 0.0144758564
#>  [501,] 0.0189898094 0.42554968 0.5554605096
#>  [502,] 0.9326371703 0.06561886 0.0017439719
#>  [503,] 0.0249171838 0.48881861 0.4862642056
#>  [504,] 0.5550395763 0.42593883 0.0190215898
#>  [505,] 0.8458223837 0.14978805 0.0043895654
#>  [506,] 0.1010315851 0.72186650 0.1771019113
#>  [507,] 0.9565109163 0.04239058 0.0010985072
#>  [508,] 0.1191324940 0.72915738 0.1517101254
#>  [509,] 0.0100241487 0.28507167 0.7049041793
#>  [510,] 0.9200317949 0.07787027 0.0020979366
#>  [511,] 0.8786726048 0.11799870 0.0033286925
#>  [512,] 0.0189898094 0.42554968 0.5554605096
#>  [513,] 0.5550395763 0.42593883 0.0190215898
#>  [514,] 0.8970680359 0.10016431 0.0027676500
#>  [515,] 0.9200317949 0.07787027 0.0020979366
#>  [516,] 0.0039962195 0.13828381 0.8577199711
#>  [517,] 0.9602030356 0.03879549 0.0010014785
#>  [518,] 0.4858384007 0.48920297 0.0249586315
#>  [519,] 0.9695595550 0.02968163 0.0007588165
#>  [520,] 0.8684528385 0.12789679 0.0036503704
#>  [521,] 0.9433778487 0.05517251 0.0014496414
#>  [522,] 0.0069435730 0.21730983 0.7757466010
#>  [523,] 0.0929288636 0.71607263 0.1909985071
#>  [524,] 0.5320764367 0.44709546 0.0208281049
#>  [525,] 0.0015873178 0.06008875 0.9383239338
#>  [526,] 0.0009997746 0.03873210 0.9602681207
#>  [527,] 0.9787798856 0.02069600 0.0005241130
#>  [528,] 0.0144515589 0.36297767 0.6225707758
#>  [529,] 0.0043821223 0.14957334 0.8460445373
#>  [530,] 0.0426340096 0.60539536 0.3519706348
#>  [531,] 0.0605829532 0.66665933 0.2727577169
#>  [532,] 0.0017410069 0.06551481 0.9327441796
#>  [533,] 0.1097553190 0.72623326 0.1640114186
#>  [534,] 0.1907352626 0.71619209 0.0930726448
#>  [535,] 0.0100241487 0.28507167 0.7049041793
#>  [536,] 0.0069435730 0.21730983 0.7757466010
#>  [537,] 0.8882006179 0.10876411 0.0030352751
#>  [538,] 0.1907352626 0.71619209 0.0930726448
#>  [539,] 0.0007575251 0.02963265 0.9696098224
#>  [540,] 0.0854142360 0.70887283 0.2057129328
#>  [541,] 0.9524932117 0.04630186 0.0012049252
#>  [542,] 0.0660707783 0.67914326 0.2547859626
#>  [543,] 0.0020943711 0.07774851 0.9201571142
#>  [544,] 0.0009114588 0.03543516 0.9636533832
#>  [545,] 0.9602030356 0.03879549 0.0010014785
#>  [546,] 0.6001758403 0.38396653 0.0158576336
#>  [547,] 0.8882006179 0.10876411 0.0030352751
#>  [548,] 0.6436729078 0.34311423 0.0132128657
#>  [549,] 0.4398415099 0.53027519 0.0298833043
#>  [550,] 0.0144515589 0.36297767 0.6225707758
#>  [551,] 0.0014471761 0.05508399 0.9434688301
#>  [552,] 0.1514908905 0.72919762 0.1193114852
#>  [553,] 0.0039962195 0.13828381 0.8577199711
#>  [554,] 0.0015873178 0.06008875 0.9383239338
#>  [555,] 0.5777700676 0.40486095 0.0173689824
#>  [556,] 0.5777700676 0.40486095 0.0173689824
#>  [557,] 0.0063335362 0.20222748 0.7914389830
#>  [558,] 0.1637778392 0.72630018 0.1099219795
#>  [559,] 0.2911493605 0.65323734 0.0556133023
#>  [560,] 0.1097553190 0.72623326 0.1640114186
#>  [561,] 0.0158310542 0.38358414 0.6005848015
#>  [562,] 0.6849221294 0.30407361 0.0110042653
#>  [563,] 0.7754499322 0.21759473 0.0069553364
#>  [564,] 0.0109857298 0.30372441 0.6852898609
#>  [565,] 0.8575118275 0.13848516 0.0040030098
#>  [566,] 0.0025192751 0.09202759 0.9054531368
#>  [567,] 0.2209573764 0.70046458 0.0785780417
#>  [568,] 0.2724197325 0.66690023 0.0606800362
#>  [569,] 0.4398415099 0.53027519 0.0298833043
#>  [570,] 0.3515819476 0.60571442 0.0427036372
#>  [571,] 0.0272680504 0.50954742 0.4631845287
#>  [572,] 0.0326331515 0.54977638 0.4175904724
#>  [573,] 0.7415807833 0.25006105 0.0083581682
#>  [574,] 0.0272680504 0.50954742 0.4631845287
#>  [575,] 0.2373028121 0.69056559 0.0721316011
#>  [576,] 0.7754499322 0.21759473 0.0069553364
#>  [577,] 0.9745736363 0.02479572 0.0006306459
#>  [578,] 0.9053071135 0.09216932 0.0025235621
#>  [579,] 0.0100241487 0.28507167 0.7049041793
#>  [580,] 0.0039962195 0.13828381 0.8577199711
#>  [581,] 0.1907352626 0.71619209 0.0930726448
#>  [582,] 0.0929288636 0.71607263 0.1909985071
#>  [583,] 0.5089766165 0.46822118 0.0228022001
#>  [584,] 0.7045494855 0.28540944 0.0100410782
#>  [585,] 0.7589209696 0.23345423 0.0076248045
#>  [586,] 0.0929288636 0.71607263 0.1909985071
#>  [587,] 0.0854142360 0.70887283 0.2057129328
#>  [588,] 0.0063335362 0.20222748 0.7914389830
#>  [589,] 0.3106169550 0.63843635 0.0509466904
#>  [590,] 0.0025192751 0.09202759 0.9054531368
#>  [591,] 0.7045494855 0.28540944 0.0100410782
#>  [592,] 0.0508643367 0.63815359 0.3109820742
#>  [593,] 0.0076119176 0.23315539 0.7592326956
#>  [594,] 0.1514908905 0.72919762 0.1193114852
#>  [595,] 0.0356853561 0.56905218 0.3952624683
#>  [596,] 0.0009997746 0.03873210 0.9602681207
#>  [597,] 0.8458223837 0.14978805 0.0043895654
#>  [598,] 0.0227642499 0.46783314 0.5094026091
#>  [599,] 0.0660707783 0.67914326 0.2547859626
#>  [600,] 0.2911493605 0.65323734 0.0556133023
#>  [601,] 0.8882006179 0.10876411 0.0030352751
#>  [602,] 0.8575118275 0.13848516 0.0040030098
#>  [603,] 0.0012028756 0.04622684 0.9525702828
#>  [604,] 0.7234478571 0.26739073 0.0091614166
#>  [605,] 0.0009997746 0.03873210 0.9602681207
#>  [606,] 0.0017410069 0.06551481 0.9327441796
#>  [607,] 0.2209573764 0.70046458 0.0785780417
#>  [608,] 0.8060411027 0.18817232 0.0057865814
#>  [609,] 0.0091459565 0.26706529 0.7237887576
#>  [610,] 0.0076119176 0.23315539 0.7592326956
#>  [611,] 0.8333603191 0.16182641 0.0048132688
#>  [612,] 0.8060411027 0.18817232 0.0057865814
#>  [613,] 0.0227642499 0.46783314 0.5094026091
#>  [614,] 0.0720176013 0.69037094 0.2376114564
#>  [615,] 0.0508643367 0.63815359 0.3109820742
#>  [616,] 0.3515819476 0.60571442 0.0427036372
#>  [617,] 0.0063335362 0.20222748 0.7914389830
#>  [618,] 0.8333603191 0.16182641 0.0048132688
#>  [619,] 0.9602030356 0.03879549 0.0010014785
#>  [620,] 0.3729642622 0.58796026 0.0390754763
#>  [621,] 0.8684528385 0.12789679 0.0036503704
#>  [622,] 0.0019095481 0.07139139 0.9266990662
#>  [623,] 0.9053071135 0.09216932 0.0025235621
#>  [624,] 0.5320764367 0.44709546 0.0208281049
#>  [625,] 0.0009114588 0.03543516 0.9636533832
#>  [626,] 0.0027629494 0.10001173 0.8972253221
#>  [627,] 0.1010315851 0.72186650 0.1771019113
#>  [628,] 0.1097553190 0.72623326 0.1640114186
#>  [629,] 0.2911493605 0.65323734 0.0556133023
#>  [630,] 0.0076119176 0.23315539 0.7592326956
#>  [631,] 0.7415807833 0.25006105 0.0083581682
#>  [632,] 0.2544624555 0.67936151 0.0661760359
#>  [633,] 0.9053071135 0.09216932 0.0025235621
#>  [634,] 0.0227642499 0.46783314 0.5094026091
#>  [635,] 0.0057767832 0.18791577 0.8063074505
#>  [636,] 0.0189898094 0.42554968 0.5554605096
#>  [637,] 0.0019095481 0.07139139 0.9266990662
#>  [638,] 0.3106169550 0.63843635 0.0509466904
#>  [639,] 0.8786726048 0.11799870 0.0033286925
#>  [640,] 0.8060411027 0.18817232 0.0057865814
#>  [641,] 0.0120384303 0.32297015 0.6649914223
#>  [642,] 0.0120384303 0.32297015 0.6649914223
#>  [643,] 0.0326331515 0.54977638 0.4175904724
#>  [644,] 0.0720176013 0.69037094 0.2376114564
#>  [645,] 0.1907352626 0.71619209 0.0930726448
#>  [646,] 0.0091459565 0.26706529 0.7237887576
#>  [647,] 0.9565109163 0.04239058 0.0010985072
#>  [648,] 0.3729642622 0.58796026 0.0390754763
#>  [649,] 0.9565109163 0.04239058 0.0010985072
#>  [650,] 0.4171759703 0.55013703 0.0326870039
#>  [651,] 0.6221701641 0.36335398 0.0144758564
#>  [652,] 0.0555238466 0.65297488 0.2915012723
#>  [653,] 0.3729642622 0.58796026 0.0390754763
#>  [654,] 0.0022970417 0.08461689 0.9130860661
#>  [655,] 0.6001758403 0.38396653 0.0158576336
#>  [656,] 0.2911493605 0.65323734 0.0556133023
#>  [657,] 0.0006905938 0.02708723 0.9722221712
#>  [658,] 0.0020943711 0.07774851 0.9201571142
#>  [659,] 0.5320764367 0.44709546 0.0208281049
#>  [660,] 0.0012028756 0.04622684 0.9525702828
#>  [661,] 0.6849221294 0.30407361 0.0110042653
#>  [662,] 0.0057767832 0.18791577 0.8063074505
#>  [663,] 0.0014471761 0.05508399 0.9434688301
#>  [664,] 0.0063335362 0.20222748 0.7914389830
#>  [665,] 0.0272680504 0.50954742 0.4631845287
#>  [666,] 0.0043821223 0.14957334 0.8460445373
#>  [667,] 0.5550395763 0.42593883 0.0190215898
#>  [668,] 0.3106169550 0.63843635 0.0509466904
#>  [669,] 0.8060411027 0.18817232 0.0057865814
#>  [670,] 0.8970680359 0.10016431 0.0027676500
#>  [671,] 0.2911493605 0.65323734 0.0556133023
#>  [672,] 0.0015873178 0.06008875 0.9383239338
#>  [673,] 0.3729642622 0.58796026 0.0390754763
#>  [674,] 0.4627607291 0.50992597 0.0273132991
#>  [675,] 0.6849221294 0.30407361 0.0110042653
#>  [676,] 0.9524932117 0.04630186 0.0012049252
#>  [677,] 0.0039962195 0.13828381 0.8577199711
#>  [678,] 0.6001758403 0.38396653 0.0158576336
#>  [679,] 0.0039962195 0.13828381 0.8577199711
#>  [680,] 0.7754499322 0.21759473 0.0069553364
#>  [681,] 0.0039962195 0.13828381 0.8577199711
#>  [682,] 0.3729642622 0.58796026 0.0390754763
#>  [683,] 0.1191324940 0.72915738 0.1517101254
#>  [684,] 0.0048051107 0.16159799 0.8335968965
#>  [685,] 0.0052687124 0.17437475 0.8203565327
#>  [686,] 0.2209573764 0.70046458 0.0785780417
#>  [687,] 0.7754499322 0.21759473 0.0069553364
#>  [688,] 0.9053071135 0.09216932 0.0025235621
#>  [689,] 0.3307788194 0.62256886 0.0466523181
#>  [690,] 0.8060411027 0.18817232 0.0057865814
#>  [691,] 0.0076119176 0.23315539 0.7592326956
#>  [692,] 0.0015873178 0.06008875 0.9383239338
#>  [693,] 0.0426340096 0.60539536 0.3519706348
#>  [694,] 0.0144515589 0.36297767 0.6225707758
#>  [695,] 0.1514908905 0.72919762 0.1193114852
#>  [696,] 0.9635936334 0.03549335 0.0009130123
#>  [697,] 0.0227642499 0.46783314 0.5094026091
#>  [698,] 0.0426340096 0.60539536 0.3519706348
#>  [699,] 0.7045494855 0.28540944 0.0100410782
#>  [700,] 0.8684528385 0.12789679 0.0036503704
#>  [701,] 0.0009997746 0.03873210 0.9602681207
#>  [702,] 0.2724197325 0.66690023 0.0606800362
#>  [703,] 0.0326331515 0.54977638 0.4175904724
#>  [704,] 0.0929288636 0.71607263 0.1909985071
#>  [705,] 0.0091459565 0.26706529 0.7237887576
#>  [706,] 0.9200317949 0.07787027 0.0020979366
#>  [707,] 0.0173399144 0.40447425 0.5781858396
#>  [708,] 0.9200317949 0.07787027 0.0020979366
#>  [709,] 0.9481244649 0.05055390 0.0013216389
#>  [710,] 0.8333603191 0.16182641 0.0048132688
#>  [711,] 0.1010315851 0.72186650 0.1771019113
#>  [712,] 0.9129506982 0.08474835 0.0023009514
#>  [713,] 0.9481244649 0.05055390 0.0013216389
#>  [714,] 0.9524932117 0.04630186 0.0012049252
#>  [715,] 0.2373028121 0.69056559 0.0721316011
#>  [716,] 0.0091459565 0.26706529 0.7237887576
#>  [717,] 0.1399714392 0.73064211 0.1293864497
#>  [718,] 0.9265831957 0.07150400 0.0019127996
#>  [719,] 0.8201051937 0.17461715 0.0052776534
#>  [720,] 0.0508643367 0.63815359 0.3109820742
#>  [721,] 0.7589209696 0.23345423 0.0076248045
#>  [722,] 0.0555238466 0.65297488 0.2915012723
#>  [723,] 0.0008309379 0.03240887 0.9667601965
#>  [724,] 0.0010966384 0.04232160 0.9565817665
#>  [725,] 0.9382252144 0.06018476 0.0015900215
#>  [726,] 0.9053071135 0.09216932 0.0025235621
#>  [727,] 0.0012028756 0.04622684 0.9525702828
#>  [728,] 0.8201051937 0.17461715 0.0052776534
#>  [729,] 0.7589209696 0.23345423 0.0076248045
#>  [730,] 0.9635936334 0.03549335 0.0009130123
#>  [731,] 0.8882006179 0.10876411 0.0030352751
#>  [732,] 0.0027629494 0.10001173 0.8972253221
#>  [733,] 0.6001758403 0.38396653 0.0158576336
#>  [734,] 0.1514908905 0.72919762 0.1193114852
#>  [735,] 0.7234478571 0.26739073 0.0091614166
#>  [736,] 0.0076119176 0.23315539 0.7592326956
#>  [737,] 0.2209573764 0.70046458 0.0785780417
#>  [738,] 0.4398415099 0.53027519 0.0298833043
#>  [739,] 0.8684528385 0.12789679 0.0036503704
#>  [740,] 0.0207933703 0.44670583 0.5325007962
#>  [741,] 0.0272680504 0.50954742 0.4631845287
#>  [742,] 0.1907352626 0.71619209 0.0930726448
#>  [743,] 0.0508643367 0.63815359 0.3109820742
#>  [744,] 0.9053071135 0.09216932 0.0025235621
#>  [745,] 0.0131906598 0.34274558 0.6440637635
#>  [746,] 0.9053071135 0.09216932 0.0025235621
#>  [747,] 0.8970680359 0.10016431 0.0027676500
#>  [748,] 0.0207933703 0.44670583 0.5325007962
#>  [749,] 0.0173399144 0.40447425 0.5781858396
#>  [750,] 0.9695595550 0.02968163 0.0007588165
#>  [751,] 0.0083440522 0.24974864 0.7419073059
#>  [752,] 0.9667053775 0.03246227 0.0008323543
#>  [753,] 0.3948551034 0.56940084 0.0357440592
#>  [754,] 0.9745736363 0.02479572 0.0006306459
#>  [755,] 0.1191324940 0.72915738 0.1517101254
#>  [756,] 0.3729642622 0.58796026 0.0390754763
#>  [757,] 0.4171759703 0.55013703 0.0326870039
#>  [758,] 0.0036441761 0.12770838 0.8686474478
#>  [759,] 0.0008309379 0.03240887 0.9667601965
#>  [760,] 0.4398415099 0.53027519 0.0298833043
#>  [761,] 0.1768536328 0.72195986 0.1011865045
#>  [762,] 0.9635936334 0.03549335 0.0009130123
#>  [763,] 0.0020943711 0.07774851 0.9201571142
#>  [764,] 0.0015873178 0.06008875 0.9383239338
#>  [765,] 0.0144515589 0.36297767 0.6225707758
#>  [766,] 0.0227642499 0.46783314 0.5094026091
#>  [767,] 0.2911493605 0.65323734 0.0556133023
#>  [768,] 0.0091459565 0.26706529 0.7237887576
#>  [769,] 0.7415807833 0.25006105 0.0083581682
#>  [770,] 0.9382252144 0.06018476 0.0015900215
#>  [771,] 0.0249171838 0.48881861 0.4862642056
#>  [772,] 0.9481244649 0.05055390 0.0013216389
#>  [773,] 0.7911574851 0.20249824 0.0063442727
#>  [774,] 0.6221701641 0.36335398 0.0144758564
#>  [775,] 0.2544624555 0.67936151 0.0661760359
#>  [776,] 0.8786726048 0.11799870 0.0033286925
#>  [777,] 0.0043821223 0.14957334 0.8460445373
#>  [778,] 0.3307788194 0.62256886 0.0466523181
#>  [779,] 0.8201051937 0.17461715 0.0052776534
#>  [780,] 0.9200317949 0.07787027 0.0020979366
#>  [781,] 0.0063335362 0.20222748 0.7914389830
#>  [782,] 0.9200317949 0.07787027 0.0020979366
#>  [783,] 0.0036441761 0.12770838 0.8686474478
#>  [784,] 0.8970680359 0.10016431 0.0027676500
#>  [785,] 0.8458223837 0.14978805 0.0043895654
#>  [786,] 0.0555238466 0.65297488 0.2915012723
#>  [787,] 0.4858384007 0.48920297 0.0249586315
#>  [788,] 0.0083440522 0.24974864 0.7419073059
#>  [789,] 0.8060411027 0.18817232 0.0057865814
#>  [790,] 0.8684528385 0.12789679 0.0036503704
#>  [791,] 0.0025192751 0.09202759 0.9054531368
#>  [792,] 0.6646115805 0.32332970 0.0120587202
#>  [793,] 0.0144515589 0.36297767 0.6225707758
#>  [794,] 0.1768536328 0.72195986 0.1011865045
#>  [795,] 0.9565109163 0.04239058 0.0010985072
#>  [796,] 0.0043821223 0.14957334 0.8460445373
#>  [797,] 0.0390115232 0.58762550 0.3733629770
#>  [798,] 0.7415807833 0.25006105 0.0083581682
#>  [799,] 0.9200317949 0.07787027 0.0020979366
#>  [800,] 0.0720176013 0.69037094 0.2376114564
#>  [801,] 0.8882006179 0.10876411 0.0030352751
#>  [802,] 0.0465765654 0.62226718 0.3311562537
#>  [803,] 0.9565109163 0.04239058 0.0010985072
#>  [804,] 0.4171759703 0.55013703 0.0326870039
#>  [805,] 0.0784547152 0.70029436 0.2212509283
#>  [806,] 0.3948551034 0.56940084 0.0357440592
#>  [807,] 0.0014471761 0.05508399 0.9434688301
#>  [808,] 0.0120384303 0.32297015 0.6649914223
#>  [809,] 0.0120384303 0.32297015 0.6649914223
#>  [810,] 0.8882006179 0.10876411 0.0030352751
#>  [811,] 0.0008309379 0.03240887 0.9667601965
#>  [812,] 0.9721761008 0.02713213 0.0006917711
#>  [813,] 0.0052687124 0.17437475 0.8203565327
#>  [814,] 0.9326371703 0.06561886 0.0017439719
#>  [815,] 0.8333603191 0.16182641 0.0048132688
#>  [816,] 0.0109857298 0.30372441 0.6852898609
#>  [817,] 0.0426340096 0.60539536 0.3519706348
#>  [818,] 0.9433778487 0.05517251 0.0014496414
#>  [819,] 0.3729642622 0.58796026 0.0390754763
#>  [820,] 0.1907352626 0.71619209 0.0930726448
#>  [821,] 0.0015873178 0.06008875 0.9383239338
#>  [822,] 0.0014471761 0.05508399 0.9434688301
#>  [823,] 0.2373028121 0.69056559 0.0721316011
#>  [824,] 0.0043821223 0.14957334 0.8460445373
#>  [825,] 0.0144515589 0.36297767 0.6225707758
#>  [826,] 0.0091459565 0.26706529 0.7237887576
#>  [827,] 0.5320764367 0.44709546 0.0208281049
#>  [828,] 0.9635936334 0.03549335 0.0009130123
#>  [829,] 0.8333603191 0.16182641 0.0048132688
#>  [830,] 0.5777700676 0.40486095 0.0173689824
#>  [831,] 0.9767695170 0.02265556 0.0005749185
#>  [832,] 0.8575118275 0.13848516 0.0040030098
#>  [833,] 0.0017410069 0.06551481 0.9327441796
#>  [834,] 0.2724197325 0.66690023 0.0606800362
#>  [835,] 0.0109857298 0.30372441 0.6852898609
#>  [836,] 0.9053071135 0.09216932 0.0025235621
#>  [837,] 0.9565109163 0.04239058 0.0010985072
#>  [838,] 0.8970680359 0.10016431 0.0027676500
#>  [839,] 0.0007575251 0.02963265 0.9696098224
#>  [840,] 0.0019095481 0.07139139 0.9266990662
#>  [841,] 0.9767695170 0.02265556 0.0005749185
#>  [842,] 0.3515819476 0.60571442 0.0427036372
#>  [843,] 0.0144515589 0.36297767 0.6225707758
#>  [844,] 0.4627607291 0.50992597 0.0273132991
#>  [845,] 0.8333603191 0.16182641 0.0048132688
#>  [846,] 0.4398415099 0.53027519 0.0298833043
#>  [847,] 0.8060411027 0.18817232 0.0057865814
#>  [848,] 0.0008309379 0.03240887 0.9667601965
#>  [849,] 0.3515819476 0.60571442 0.0427036372
#>  [850,] 0.9635936334 0.03549335 0.0009130123
#>  [851,] 0.3729642622 0.58796026 0.0390754763
#>  [852,] 0.2544624555 0.67936151 0.0661760359
#>  [853,] 0.0508643367 0.63815359 0.3109820742
#>  [854,] 0.0043821223 0.14957334 0.8460445373
#>  [855,] 0.9767695170 0.02265556 0.0005749185
#>  [856,] 0.1097553190 0.72623326 0.1640114186
#>  [857,] 0.6646115805 0.32332970 0.0120587202
#>  [858,] 0.6646115805 0.32332970 0.0120587202
#>  [859,] 0.9721761008 0.02713213 0.0006917711
#>  [860,] 0.2373028121 0.69056559 0.0721316011
#>  [861,] 0.0720176013 0.69037094 0.2376114564
#>  [862,] 0.8970680359 0.10016431 0.0027676500
#>  [863,] 0.4171759703 0.55013703 0.0326870039
#>  [864,] 0.7415807833 0.25006105 0.0083581682
#>  [865,] 0.7754499322 0.21759473 0.0069553364
#>  [866,] 0.0083440522 0.24974864 0.7419073059
#>  [867,] 0.0207933703 0.44670583 0.5325007962
#>  [868,] 0.0033230422 0.11782275 0.8788542042
#>  [869,] 0.0929288636 0.71607263 0.1909985071
#>  [870,] 0.0009114588 0.03543516 0.9636533832
#>  [871,] 0.8575118275 0.13848516 0.0040030098
#>  [872,] 0.0009997746 0.03873210 0.9602681207
#>  [873,] 0.9382252144 0.06018476 0.0015900215
#>  [874,] 0.0030301214 0.10860011 0.8883697678
#>  [875,] 0.8201051937 0.17461715 0.0052776534
#>  [876,] 0.0020943711 0.07774851 0.9201571142
#>  [877,] 0.4398415099 0.53027519 0.0298833043
#>  [878,] 0.8575118275 0.13848516 0.0040030098
#>  [879,] 0.0100241487 0.28507167 0.7049041793
#>  [880,] 0.9787798856 0.02069600 0.0005241130
#>  [881,] 0.0022970417 0.08461689 0.9130860661
#>  [882,] 0.9382252144 0.06018476 0.0015900215
#>  [883,] 0.0009997746 0.03873210 0.9602681207
#>  [884,] 0.0076119176 0.23315539 0.7592326956
#>  [885,] 0.0015873178 0.06008875 0.9383239338
#>  [886,] 0.1907352626 0.71619209 0.0930726448
#>  [887,] 0.0854142360 0.70887283 0.2057129328
#>  [888,] 0.9635936334 0.03549335 0.0009130123
#>  [889,] 0.0014471761 0.05508399 0.9434688301
#>  [890,] 0.1291945614 0.73062868 0.1401767575
#>  [891,] 0.8060411027 0.18817232 0.0057865814
#>  [892,] 0.7911574851 0.20249824 0.0063442727
#>  [893,] 0.9745736363 0.02479572 0.0006306459
#>  [894,] 0.0022970417 0.08461689 0.9130860661
#>  [895,] 0.2911493605 0.65323734 0.0556133023
#>  [896,] 0.0027629494 0.10001173 0.8972253221
#>  [897,] 0.8786726048 0.11799870 0.0033286925
#>  [898,] 0.6436729078 0.34311423 0.0132128657
#>  [899,] 0.6646115805 0.32332970 0.0120587202
#>  [900,] 0.0020943711 0.07774851 0.9201571142
#>  [901,] 0.6849221294 0.30407361 0.0110042653
#>  [902,] 0.0272680504 0.50954742 0.4631845287
#>  [903,] 0.9326371703 0.06561886 0.0017439719
#>  [904,] 0.3307788194 0.62256886 0.0466523181
#>  [905,] 0.8684528385 0.12789679 0.0036503704
#>  [906,] 0.8060411027 0.18817232 0.0057865814
#>  [907,] 0.2911493605 0.65323734 0.0556133023
#>  [908,] 0.3948551034 0.56940084 0.0357440592
#>  [909,] 0.0109857298 0.30372441 0.6852898609
#>  [910,] 0.2209573764 0.70046458 0.0785780417
#>  [911,] 0.0012028756 0.04622684 0.9525702828
#>  [912,] 0.0131906598 0.34274558 0.6440637635
#>  [913,] 0.9667053775 0.03246227 0.0008323543
#>  [914,] 0.0173399144 0.40447425 0.5781858396
#>  [915,] 0.7045494855 0.28540944 0.0100410782
#>  [916,] 0.8970680359 0.10016431 0.0027676500
#>  [917,] 0.1514908905 0.72919762 0.1193114852
#>  [918,] 0.0008309379 0.03240887 0.9667601965
#>  [919,] 0.0025192751 0.09202759 0.9054531368
#>  [920,] 0.9745736363 0.02479572 0.0006306459
#>  [921,] 0.0030301214 0.10860011 0.8883697678
#>  [922,] 0.0030301214 0.10860011 0.8883697678
#>  [923,] 0.0020943711 0.07774851 0.9201571142
#>  [924,] 0.7911574851 0.20249824 0.0063442727
#>  [925,] 0.8882006179 0.10876411 0.0030352751
#>  [926,] 0.4171759703 0.55013703 0.0326870039
#>  [927,] 0.3948551034 0.56940084 0.0357440592
#>  [928,] 0.7911574851 0.20249824 0.0063442727
#>  [929,] 0.3106169550 0.63843635 0.0509466904
#>  [930,] 0.0030301214 0.10860011 0.8883697678
#>  [931,] 0.0027629494 0.10001173 0.8972253221
#>  [932,] 0.2544624555 0.67936151 0.0661760359
#>  [933,] 0.0009997746 0.03873210 0.9602681207
#>  [934,] 0.0144515589 0.36297767 0.6225707758
#>  [935,] 0.0019095481 0.07139139 0.9266990662
#>  [936,] 0.0929288636 0.71607263 0.1909985071
#>  [937,] 0.0390115232 0.58762550 0.3733629770
#>  [938,] 0.4171759703 0.55013703 0.0326870039
#>  [939,] 0.0043821223 0.14957334 0.8460445373
#>  [940,] 0.0120384303 0.32297015 0.6649914223
#>  [941,] 0.3515819476 0.60571442 0.0427036372
#>  [942,] 0.0022970417 0.08461689 0.9130860661
#>  [943,] 0.9667053775 0.03246227 0.0008323543
#>  [944,] 0.7754499322 0.21759473 0.0069553364
#>  [945,] 0.0006905938 0.02708723 0.9722221712
#>  [946,] 0.0033230422 0.11782275 0.8788542042
#>  [947,] 0.0120384303 0.32297015 0.6649914223
#>  [948,] 0.8458223837 0.14978805 0.0043895654
#>  [949,] 0.1399714392 0.73064211 0.1293864497
#>  [950,] 0.2911493605 0.65323734 0.0556133023
#>  [951,] 0.3948551034 0.56940084 0.0357440592
#>  [952,] 0.9721761008 0.02713213 0.0006917711
#>  [953,] 0.9326371703 0.06561886 0.0017439719
#>  [954,] 0.9481244649 0.05055390 0.0013216389
#>  [955,] 0.2544624555 0.67936151 0.0661760359
#>  [956,] 0.0020943711 0.07774851 0.9201571142
#>  [957,] 0.0784547152 0.70029436 0.2212509283
#>  [958,] 0.0720176013 0.69037094 0.2376114564
#>  [959,] 0.0100241487 0.28507167 0.7049041793
#>  [960,] 0.0017410069 0.06551481 0.9327441796
#>  [961,] 0.8458223837 0.14978805 0.0043895654
#>  [962,] 0.0131906598 0.34274558 0.6440637635
#>  [963,] 0.0069435730 0.21730983 0.7757466010
#>  [964,] 0.0012028756 0.04622684 0.9525702828
#>  [965,] 0.4858384007 0.48920297 0.0249586315
#>  [966,] 0.0144515589 0.36297767 0.6225707758
#>  [967,] 0.6646115805 0.32332970 0.0120587202
#>  [968,] 0.3307788194 0.62256886 0.0466523181
#>  [969,] 0.0017410069 0.06551481 0.9327441796
#>  [970,] 0.0144515589 0.36297767 0.6225707758
#>  [971,] 0.9602030356 0.03879549 0.0010014785
#>  [972,] 0.9524932117 0.04630186 0.0012049252
#>  [973,] 0.9053071135 0.09216932 0.0025235621
#>  [974,] 0.0048051107 0.16159799 0.8335968965
#>  [975,] 0.0227642499 0.46783314 0.5094026091
#>  [976,] 0.0144515589 0.36297767 0.6225707758
#>  [977,] 0.0660707783 0.67914326 0.2547859626
#>  [978,] 0.0854142360 0.70887283 0.2057129328
#>  [979,] 0.0039962195 0.13828381 0.8577199711
#>  [980,] 0.8201051937 0.17461715 0.0052776534
#>  [981,] 0.0356853561 0.56905218 0.3952624683
#>  [982,] 0.0039962195 0.13828381 0.8577199711
#>  [983,] 0.5550395763 0.42593883 0.0190215898
#>  [984,] 0.9767695170 0.02265556 0.0005749185
#>  [985,] 0.0025192751 0.09202759 0.9054531368
#>  [986,] 0.3307788194 0.62256886 0.0466523181
#>  [987,] 0.5089766165 0.46822118 0.0228022001
#>  [988,] 0.0007575251 0.02963265 0.9696098224
#>  [989,] 0.0227642499 0.46783314 0.5094026091
#>  [990,] 0.0131906598 0.34274558 0.6440637635
#>  [991,] 0.0158310542 0.38358414 0.6005848015
#>  [992,] 0.1191324940 0.72915738 0.1517101254
#>  [993,] 0.1191324940 0.72915738 0.1517101254
#>  [994,] 0.9524932117 0.04630186 0.0012049252
#>  [995,] 0.0052687124 0.17437475 0.8203565327
#>  [996,] 0.4398415099 0.53027519 0.0298833043
#>  [997,] 0.8575118275 0.13848516 0.0040030098
#>  [998,] 0.0109857298 0.30372441 0.6852898609
#>  [999,] 0.0109857298 0.30372441 0.6852898609
#> [1000,] 0.0173399144 0.40447425 0.5781858396
#> [1001,] 0.9745736363 0.02479572 0.0006306459
#> [1002,] 0.0036441761 0.12770838 0.8686474478
#> [1003,] 0.3307788194 0.62256886 0.0466523181
#> [1004,] 0.5320764367 0.44709546 0.0208281049
#> [1005,] 0.0019095481 0.07139139 0.9266990662
#> [1006,] 0.9433778487 0.05517251 0.0014496414
#> [1007,] 0.9129506982 0.08474835 0.0023009514
#> [1008,] 0.2544624555 0.67936151 0.0661760359
#> [1009,] 0.0030301214 0.10860011 0.8883697678
#> [1010,] 0.0007575251 0.02963265 0.9696098224
#> [1011,] 0.8786726048 0.11799870 0.0033286925
#> [1012,] 0.0076119176 0.23315539 0.7592326956
#> [1013,] 0.2209573764 0.70046458 0.0785780417
#> [1014,] 0.4858384007 0.48920297 0.0249586315
#> [1015,] 0.0326331515 0.54977638 0.4175904724
#> [1016,] 0.7045494855 0.28540944 0.0100410782
#> [1017,] 0.2724197325 0.66690023 0.0606800362
#> [1018,] 0.9667053775 0.03246227 0.0008323543
#> [1019,] 0.2544624555 0.67936151 0.0661760359
#> [1020,] 0.6436729078 0.34311423 0.0132128657
#> [1021,] 0.0720176013 0.69037094 0.2376114564
#> [1022,] 0.0013193910 0.05047237 0.9482082381
#> [1023,] 0.4398415099 0.53027519 0.0298833043
#> [1024,] 0.0009114588 0.03543516 0.9636533832
#> [1025,] 0.7589209696 0.23345423 0.0076248045
#> [1026,] 0.7415807833 0.25006105 0.0083581682
#> [1027,] 0.0020943711 0.07774851 0.9201571142
#> [1028,] 0.8970680359 0.10016431 0.0027676500
#> [1029,] 0.9053071135 0.09216932 0.0025235621
#> [1030,] 0.0508643367 0.63815359 0.3109820742
#> [1031,] 0.0249171838 0.48881861 0.4862642056
#> [1032,] 0.9767695170 0.02265556 0.0005749185
#> [1033,] 0.0426340096 0.60539536 0.3519706348
#> [1034,] 0.0010966384 0.04232160 0.9565817665
#> [1035,] 0.9433778487 0.05517251 0.0014496414
#> [1036,] 0.0929288636 0.71607263 0.1909985071
#> [1037,] 0.0063335362 0.20222748 0.7914389830
#> [1038,] 0.7415807833 0.25006105 0.0083581682
#> [1039,] 0.5089766165 0.46822118 0.0228022001
#> [1040,] 0.0555238466 0.65297488 0.2915012723
#> [1041,] 0.0019095481 0.07139139 0.9266990662
#> [1042,] 0.7754499322 0.21759473 0.0069553364
#> [1043,] 0.4398415099 0.53027519 0.0298833043
#> [1044,] 0.0020943711 0.07774851 0.9201571142
#> [1045,] 0.0063335362 0.20222748 0.7914389830
#> [1046,] 0.8458223837 0.14978805 0.0043895654
#> [1047,] 0.0227642499 0.46783314 0.5094026091
#> [1048,] 0.6221701641 0.36335398 0.0144758564
#> [1049,] 0.0508643367 0.63815359 0.3109820742
#> [1050,] 0.0027629494 0.10001173 0.8972253221
#> [1051,] 0.0356853561 0.56905218 0.3952624683
#> [1052,] 0.1399714392 0.73064211 0.1293864497
#> [1053,] 0.6436729078 0.34311423 0.0132128657
#> [1054,] 0.8333603191 0.16182641 0.0048132688
#> [1055,] 0.0207933703 0.44670583 0.5325007962
#> [1056,] 0.3307788194 0.62256886 0.0466523181
#> [1057,] 0.9433778487 0.05517251 0.0014496414
#> [1058,] 0.9602030356 0.03879549 0.0010014785
#> [1059,] 0.0009114588 0.03543516 0.9636533832
#> [1060,] 0.9433778487 0.05517251 0.0014496414
#> [1061,] 0.8970680359 0.10016431 0.0027676500
#> [1062,] 0.0025192751 0.09202759 0.9054531368
#> [1063,] 0.1514908905 0.72919762 0.1193114852
#> [1064,] 0.3948551034 0.56940084 0.0357440592
#> [1065,] 0.3948551034 0.56940084 0.0357440592
#> [1066,] 0.2911493605 0.65323734 0.0556133023
#> [1067,] 0.9433778487 0.05517251 0.0014496414
#> [1068,] 0.7045494855 0.28540944 0.0100410782
#> [1069,] 0.3515819476 0.60571442 0.0427036372
#> [1070,] 0.0069435730 0.21730983 0.7757466010
#> [1071,] 0.0207933703 0.44670583 0.5325007962
#> [1072,] 0.8786726048 0.11799870 0.0033286925
#> [1073,] 0.0013193910 0.05047237 0.9482082381
#> [1074,] 0.3948551034 0.56940084 0.0357440592
#> [1075,] 0.0555238466 0.65297488 0.2915012723
#> [1076,] 0.0189898094 0.42554968 0.5554605096
#> [1077,] 0.8575118275 0.13848516 0.0040030098
#> [1078,] 0.0356853561 0.56905218 0.3952624683
#> [1079,] 0.0033230422 0.11782275 0.8788542042
#> [1080,] 0.2724197325 0.66690023 0.0606800362
#> [1081,] 0.9129506982 0.08474835 0.0023009514
#> [1082,] 0.2373028121 0.69056559 0.0721316011
#> [1083,] 0.0227642499 0.46783314 0.5094026091
#> [1084,] 0.9745736363 0.02479572 0.0006306459
#> [1085,] 0.0010966384 0.04232160 0.9565817665
#> [1086,] 0.0249171838 0.48881861 0.4862642056
#> [1087,] 0.0131906598 0.34274558 0.6440637635
#> [1088,] 0.0006905938 0.02708723 0.9722221712
#> [1089,] 0.0083440522 0.24974864 0.7419073059
#> [1090,] 0.0272680504 0.50954742 0.4631845287
#> [1091,] 0.5089766165 0.46822118 0.0228022001
#> [1092,] 0.5089766165 0.46822118 0.0228022001
#> [1093,] 0.0605829532 0.66665933 0.2727577169
#> [1094,] 0.0189898094 0.42554968 0.5554605096
#> [1095,] 0.9265831957 0.07150400 0.0019127996
#> [1096,] 0.0036441761 0.12770838 0.8686474478
#> [1097,] 0.0131906598 0.34274558 0.6440637635
#> [1098,] 0.8882006179 0.10876411 0.0030352751
#> [1099,] 0.1097553190 0.72623326 0.1640114186
#> [1100,] 0.5550395763 0.42593883 0.0190215898
#> [1101,] 0.9767695170 0.02265556 0.0005749185
#> [1102,] 0.0015873178 0.06008875 0.9383239338
#> [1103,] 0.7234478571 0.26739073 0.0091614166
#> [1104,] 0.8970680359 0.10016431 0.0027676500
#> [1105,] 0.0189898094 0.42554968 0.5554605096
#> [1106,] 0.2544624555 0.67936151 0.0661760359
#> [1107,] 0.0508643367 0.63815359 0.3109820742
#> [1108,] 0.0057767832 0.18791577 0.8063074505
#> [1109,] 0.6221701641 0.36335398 0.0144758564
#> [1110,] 0.3729642622 0.58796026 0.0390754763
#> [1111,] 0.0131906598 0.34274558 0.6440637635
#> [1112,] 0.0025192751 0.09202759 0.9054531368
#> [1113,] 0.8201051937 0.17461715 0.0052776534
#> [1114,] 0.9565109163 0.04239058 0.0010985072
#> [1115,] 0.0173399144 0.40447425 0.5781858396
#> [1116,] 0.9265831957 0.07150400 0.0019127996
#> [1117,] 0.0030301214 0.10860011 0.8883697678
#> [1118,] 0.0784547152 0.70029436 0.2212509283
#> [1119,] 0.3307788194 0.62256886 0.0466523181
#> [1120,] 0.4171759703 0.55013703 0.0326870039
#> [1121,] 0.6646115805 0.32332970 0.0120587202
#> [1122,] 0.3729642622 0.58796026 0.0390754763
#> [1123,] 0.2209573764 0.70046458 0.0785780417
#> [1124,] 0.0091459565 0.26706529 0.7237887576
#> [1125,] 0.8060411027 0.18817232 0.0057865814
#> [1126,] 0.0720176013 0.69037094 0.2376114564
#> [1127,] 0.0030301214 0.10860011 0.8883697678
#> [1128,] 0.9787798856 0.02069600 0.0005241130
#> [1129,] 0.8684528385 0.12789679 0.0036503704
#> [1130,] 0.9053071135 0.09216932 0.0025235621
#> [1131,] 0.8060411027 0.18817232 0.0057865814
#> [1132,] 0.7415807833 0.25006105 0.0083581682
#> [1133,] 0.6646115805 0.32332970 0.0120587202
#> [1134,] 0.9667053775 0.03246227 0.0008323543
#> [1135,] 0.1514908905 0.72919762 0.1193114852
#> [1136,] 0.0605829532 0.66665933 0.2727577169
#> [1137,] 0.8786726048 0.11799870 0.0033286925
#> [1138,] 0.0030301214 0.10860011 0.8883697678
#> [1139,] 0.0052687124 0.17437475 0.8203565327
#> [1140,] 0.1514908905 0.72919762 0.1193114852
#> [1141,] 0.5089766165 0.46822118 0.0228022001
#> [1142,] 0.2054345580 0.70901796 0.0855474870
#> [1143,] 0.1191324940 0.72915738 0.1517101254
#> [1144,] 0.0020943711 0.07774851 0.9201571142
#> [1145,] 0.0057767832 0.18791577 0.8063074505
#> [1146,] 0.2544624555 0.67936151 0.0661760359
#> [1147,] 0.0929288636 0.71607263 0.1909985071
#> [1148,] 0.0015873178 0.06008875 0.9383239338
#> [1149,] 0.5320764367 0.44709546 0.0208281049
#> [1150,] 0.8882006179 0.10876411 0.0030352751
#> [1151,] 0.3106169550 0.63843635 0.0509466904
#> [1152,] 0.0189898094 0.42554968 0.5554605096
#> [1153,] 0.9524932117 0.04630186 0.0012049252
#> [1154,] 0.0784547152 0.70029436 0.2212509283
#> [1155,] 0.6646115805 0.32332970 0.0120587202
#> [1156,] 0.7589209696 0.23345423 0.0076248045
#> [1157,] 0.0784547152 0.70029436 0.2212509283
#> [1158,] 0.9433778487 0.05517251 0.0014496414
#> [1159,] 0.0131906598 0.34274558 0.6440637635
#> [1160,] 0.7415807833 0.25006105 0.0083581682
#> [1161,] 0.2373028121 0.69056559 0.0721316011
#> [1162,] 0.0010966384 0.04232160 0.9565817665
#> [1163,] 0.1399714392 0.73064211 0.1293864497
#> [1164,] 0.0008309379 0.03240887 0.9667601965
#> [1165,] 0.7234478571 0.26739073 0.0091614166
#> [1166,] 0.0014471761 0.05508399 0.9434688301
#> [1167,] 0.9053071135 0.09216932 0.0025235621
#> [1168,] 0.3106169550 0.63843635 0.0509466904
#> [1169,] 0.0033230422 0.11782275 0.8788542042
#> [1170,] 0.0015873178 0.06008875 0.9383239338
#> [1171,] 0.9524932117 0.04630186 0.0012049252
#> [1172,] 0.0057767832 0.18791577 0.8063074505
#> [1173,] 0.1097553190 0.72623326 0.1640114186
#> [1174,] 0.9481244649 0.05055390 0.0013216389
#> [1175,] 0.3729642622 0.58796026 0.0390754763
#> [1176,] 0.0144515589 0.36297767 0.6225707758
#> [1177,] 0.0009114588 0.03543516 0.9636533832
#> [1178,] 0.8684528385 0.12789679 0.0036503704
#> [1179,] 0.0173399144 0.40447425 0.5781858396
#> [1180,] 0.1514908905 0.72919762 0.1193114852
#> [1181,] 0.0014471761 0.05508399 0.9434688301
#> [1182,] 0.0043821223 0.14957334 0.8460445373
#> [1183,] 0.0015873178 0.06008875 0.9383239338
#> [1184,] 0.7415807833 0.25006105 0.0083581682
#> [1185,] 0.0189898094 0.42554968 0.5554605096
#> [1186,] 0.9635936334 0.03549335 0.0009130123
#> [1187,] 0.9524932117 0.04630186 0.0012049252
#> [1188,] 0.0227642499 0.46783314 0.5094026091
#> [1189,] 0.1637778392 0.72630018 0.1099219795
#> [1190,] 0.0025192751 0.09202759 0.9054531368
#> [1191,] 0.8882006179 0.10876411 0.0030352751
#> [1192,] 0.9265831957 0.07150400 0.0019127996
#> [1193,] 0.0326331515 0.54977638 0.4175904724
#> [1194,] 0.5320764367 0.44709546 0.0208281049
#> [1195,] 0.0057767832 0.18791577 0.8063074505
#> [1196,] 0.0083440522 0.24974864 0.7419073059
#> [1197,] 0.8575118275 0.13848516 0.0040030098
#> [1198,] 0.0660707783 0.67914326 0.2547859626
#> [1199,] 0.1514908905 0.72919762 0.1193114852
#> [1200,] 0.9745736363 0.02479572 0.0006306459
#> [1201,] 0.0660707783 0.67914326 0.2547859626
#> [1202,] 0.8970680359 0.10016431 0.0027676500
#> [1203,] 0.0048051107 0.16159799 0.8335968965
#> [1204,] 0.5777700676 0.40486095 0.0173689824
#> [1205,] 0.0227642499 0.46783314 0.5094026091
#> [1206,] 0.9200317949 0.07787027 0.0020979366
#> [1207,] 0.0227642499 0.46783314 0.5094026091
#> [1208,] 0.0036441761 0.12770838 0.8686474478
#> [1209,] 0.0298339285 0.52990455 0.4402615206
#> [1210,] 0.0027629494 0.10001173 0.8972253221
#> [1211,] 0.6001758403 0.38396653 0.0158576336
#> [1212,] 0.9635936334 0.03549335 0.0009130123
#> [1213,] 0.0854142360 0.70887283 0.2057129328
#> [1214,] 0.0057767832 0.18791577 0.8063074505
#> [1215,] 0.2209573764 0.70046458 0.0785780417
#> [1216,] 0.0039962195 0.13828381 0.8577199711
#> [1217,] 0.5320764367 0.44709546 0.0208281049
#> [1218,] 0.0158310542 0.38358414 0.6005848015
#> [1219,] 0.0033230422 0.11782275 0.8788542042
#> [1220,] 0.5089766165 0.46822118 0.0228022001
#> [1221,] 0.9524932117 0.04630186 0.0012049252
#> [1222,] 0.0012028756 0.04622684 0.9525702828
#> [1223,] 0.0272680504 0.50954742 0.4631845287
#> [1224,] 0.0390115232 0.58762550 0.3733629770
#> [1225,] 0.0009114588 0.03543516 0.9636533832
#> [1226,] 0.0012028756 0.04622684 0.9525702828
#> [1227,] 0.8060411027 0.18817232 0.0057865814
#> [1228,] 0.7911574851 0.20249824 0.0063442727
#> [1229,] 0.7911574851 0.20249824 0.0063442727
#> [1230,] 0.9524932117 0.04630186 0.0012049252
#> [1231,] 0.0063335362 0.20222748 0.7914389830
#> [1232,] 0.7045494855 0.28540944 0.0100410782
#> [1233,] 0.0036441761 0.12770838 0.8686474478
#> [1234,] 0.0009114588 0.03543516 0.9636533832
#> [1235,] 0.9721761008 0.02713213 0.0006917711
#> [1236,] 0.9767695170 0.02265556 0.0005749185
#> [1237,] 0.9053071135 0.09216932 0.0025235621
#> [1238,] 0.8786726048 0.11799870 0.0033286925
#> [1239,] 0.0929288636 0.71607263 0.1909985071
#> [1240,] 0.0720176013 0.69037094 0.2376114564
#> [1241,] 0.9667053775 0.03246227 0.0008323543
#> [1242,] 0.9602030356 0.03879549 0.0010014785
#> [1243,] 0.0039962195 0.13828381 0.8577199711
#> [1244,] 0.0083440522 0.24974864 0.7419073059
#> [1245,] 0.0784547152 0.70029436 0.2212509283
#> [1246,] 0.0009114588 0.03543516 0.9636533832
#> [1247,] 0.8882006179 0.10876411 0.0030352751
#> [1248,] 0.4398415099 0.53027519 0.0298833043
#> [1249,] 0.0010966384 0.04232160 0.9565817665
#> [1250,] 0.0076119176 0.23315539 0.7592326956
#> [1251,] 0.5320764367 0.44709546 0.0208281049
#> [1252,] 0.9382252144 0.06018476 0.0015900215
#> [1253,] 0.9635936334 0.03549335 0.0009130123
#> [1254,] 0.0298339285 0.52990455 0.4402615206
#> [1255,] 0.0048051107 0.16159799 0.8335968965
#> [1256,] 0.0057767832 0.18791577 0.8063074505
#> [1257,] 0.8201051937 0.17461715 0.0052776534
#> [1258,] 0.0019095481 0.07139139 0.9266990662
#> [1259,] 0.1097553190 0.72623326 0.1640114186
#> [1260,] 0.0508643367 0.63815359 0.3109820742
#> [1261,] 0.0249171838 0.48881861 0.4862642056
#> [1262,] 0.9745736363 0.02479572 0.0006306459
#> [1263,] 0.2544624555 0.67936151 0.0661760359
#> [1264,] 0.0326331515 0.54977638 0.4175904724
#> [1265,] 0.8786726048 0.11799870 0.0033286925
#> [1266,] 0.0227642499 0.46783314 0.5094026091
#> [1267,] 0.2911493605 0.65323734 0.0556133023
#> [1268,] 0.7045494855 0.28540944 0.0100410782
#> [1269,] 0.9635936334 0.03549335 0.0009130123
#> [1270,] 0.0465765654 0.62226718 0.3311562537
#> [1271,] 0.0033230422 0.11782275 0.8788542042
#> [1272,] 0.0660707783 0.67914326 0.2547859626
#> [1273,] 0.0660707783 0.67914326 0.2547859626
#> [1274,] 0.9053071135 0.09216932 0.0025235621
#> [1275,] 0.0227642499 0.46783314 0.5094026091
#> [1276,] 0.0025192751 0.09202759 0.9054531368
#> [1277,] 0.1637778392 0.72630018 0.1099219795
#> [1278,] 0.1097553190 0.72623326 0.1640114186
#> [1279,] 0.0298339285 0.52990455 0.4402615206
#> [1280,] 0.0076119176 0.23315539 0.7592326956
#> [1281,] 0.0426340096 0.60539536 0.3519706348
#> [1282,] 0.2911493605 0.65323734 0.0556133023
#> [1283,] 0.0158310542 0.38358414 0.6005848015
#> [1284,] 0.1291945614 0.73062868 0.1401767575
#> [1285,] 0.0022970417 0.08461689 0.9130860661
#> [1286,] 0.0426340096 0.60539536 0.3519706348
#> [1287,] 0.9745736363 0.02479572 0.0006306459
#> [1288,] 0.9524932117 0.04630186 0.0012049252
#> [1289,] 0.1768536328 0.72195986 0.1011865045
#> [1290,] 0.0008309379 0.03240887 0.9667601965
#> [1291,] 0.0144515589 0.36297767 0.6225707758
#> [1292,] 0.0120384303 0.32297015 0.6649914223
#> [1293,] 0.0033230422 0.11782275 0.8788542042
#> [1294,] 0.0013193910 0.05047237 0.9482082381
#> [1295,] 0.0083440522 0.24974864 0.7419073059
#> [1296,] 0.0025192751 0.09202759 0.9054531368
#> [1297,] 0.2054345580 0.70901796 0.0855474870
#> [1298,] 0.1637778392 0.72630018 0.1099219795
#> [1299,] 0.9565109163 0.04239058 0.0010985072
#> [1300,] 0.0555238466 0.65297488 0.2915012723
#> [1301,] 0.0227642499 0.46783314 0.5094026091
#> [1302,] 0.6001758403 0.38396653 0.0158576336
#> [1303,] 0.8458223837 0.14978805 0.0043895654
#> [1304,] 0.0036441761 0.12770838 0.8686474478
#> [1305,] 0.0069435730 0.21730983 0.7757466010
#> [1306,] 0.8575118275 0.13848516 0.0040030098
#> [1307,] 0.9326371703 0.06561886 0.0017439719
#> [1308,] 0.9667053775 0.03246227 0.0008323543
#> [1309,] 0.0009114588 0.03543516 0.9636533832
#> [1310,] 0.2373028121 0.69056559 0.0721316011
#> [1311,] 0.9635936334 0.03549335 0.0009130123
#> [1312,] 0.1291945614 0.73062868 0.1401767575
#> [1313,] 0.5089766165 0.46822118 0.0228022001
#> [1314,] 0.0298339285 0.52990455 0.4402615206
#> [1315,] 0.8575118275 0.13848516 0.0040030098
#> [1316,] 0.3515819476 0.60571442 0.0427036372
#> [1317,] 0.7911574851 0.20249824 0.0063442727
#> [1318,] 0.9433778487 0.05517251 0.0014496414
#> [1319,] 0.9667053775 0.03246227 0.0008323543
#> [1320,] 0.0052687124 0.17437475 0.8203565327
#> [1321,] 0.3106169550 0.63843635 0.0509466904
#> [1322,] 0.4858384007 0.48920297 0.0249586315
#> [1323,] 0.2724197325 0.66690023 0.0606800362
#> [1324,] 0.8970680359 0.10016431 0.0027676500
#> [1325,] 0.7754499322 0.21759473 0.0069553364
#> [1326,] 0.4627607291 0.50992597 0.0273132991
#> [1327,] 0.9481244649 0.05055390 0.0013216389
#> [1328,] 0.1637778392 0.72630018 0.1099219795
#> [1329,] 0.0014471761 0.05508399 0.9434688301
#> [1330,] 0.4398415099 0.53027519 0.0298833043
#> [1331,] 0.2544624555 0.67936151 0.0661760359
#> [1332,] 0.0326331515 0.54977638 0.4175904724
#> [1333,] 0.0660707783 0.67914326 0.2547859626
#> [1334,] 0.0019095481 0.07139139 0.9266990662
#> [1335,] 0.9129506982 0.08474835 0.0023009514
#> [1336,] 0.2054345580 0.70901796 0.0855474870
#> [1337,] 0.9602030356 0.03879549 0.0010014785
#> [1338,] 0.9053071135 0.09216932 0.0025235621
#> [1339,] 0.1399714392 0.73064211 0.1293864497
#> [1340,] 0.9745736363 0.02479572 0.0006306459
#> [1341,] 0.0030301214 0.10860011 0.8883697678
#> [1342,] 0.9695595550 0.02968163 0.0007588165
#> [1343,] 0.0052687124 0.17437475 0.8203565327
#> [1344,] 0.0007575251 0.02963265 0.9696098224
#> [1345,] 0.8458223837 0.14978805 0.0043895654
#> [1346,] 0.0189898094 0.42554968 0.5554605096
#> [1347,] 0.0048051107 0.16159799 0.8335968965
#> [1348,] 0.1907352626 0.71619209 0.0930726448
#> [1349,] 0.7754499322 0.21759473 0.0069553364
#> [1350,] 0.0048051107 0.16159799 0.8335968965
#> [1351,] 0.0144515589 0.36297767 0.6225707758
#> [1352,] 0.9767695170 0.02265556 0.0005749185
#> [1353,] 0.0036441761 0.12770838 0.8686474478
#> [1354,] 0.0120384303 0.32297015 0.6649914223
#> [1355,] 0.9326371703 0.06561886 0.0017439719
#> [1356,] 0.8684528385 0.12789679 0.0036503704
#> [1357,] 0.9745736363 0.02479572 0.0006306459
#> [1358,] 0.8201051937 0.17461715 0.0052776534
#> [1359,] 0.4627607291 0.50992597 0.0273132991
#> [1360,] 0.7589209696 0.23345423 0.0076248045
#> [1361,] 0.0069435730 0.21730983 0.7757466010
#> [1362,] 0.2054345580 0.70901796 0.0855474870
#> [1363,] 0.0356853561 0.56905218 0.3952624683
#> [1364,] 0.9524932117 0.04630186 0.0012049252
#> [1365,] 0.9382252144 0.06018476 0.0015900215
#> [1366,] 0.9721761008 0.02713213 0.0006917711
#> [1367,] 0.8786726048 0.11799870 0.0033286925
#> [1368,] 0.1291945614 0.73062868 0.1401767575
#> [1369,] 0.0091459565 0.26706529 0.7237887576
#> [1370,] 0.8575118275 0.13848516 0.0040030098
#> [1371,] 0.4398415099 0.53027519 0.0298833043
#> [1372,] 0.0015873178 0.06008875 0.9383239338
#> [1373,] 0.0036441761 0.12770838 0.8686474478
#> [1374,] 0.0039962195 0.13828381 0.8577199711
#> [1375,] 0.2544624555 0.67936151 0.0661760359
#> [1376,] 0.7589209696 0.23345423 0.0076248045
#> [1377,] 0.9745736363 0.02479572 0.0006306459
#> [1378,] 0.1010315851 0.72186650 0.1771019113
#> [1379,] 0.8201051937 0.17461715 0.0052776534
#> [1380,] 0.0120384303 0.32297015 0.6649914223
#> [1381,] 0.0249171838 0.48881861 0.4862642056
#> [1382,] 0.9667053775 0.03246227 0.0008323543
#> [1383,] 0.0120384303 0.32297015 0.6649914223
#> [1384,] 0.0249171838 0.48881861 0.4862642056
#> [1385,] 0.0249171838 0.48881861 0.4862642056
#> [1386,] 0.0207933703 0.44670583 0.5325007962
#> [1387,] 0.0854142360 0.70887283 0.2057129328
#> [1388,] 0.0298339285 0.52990455 0.4402615206
#> [1389,] 0.1010315851 0.72186650 0.1771019113
#> [1390,] 0.6221701641 0.36335398 0.0144758564
#> [1391,] 0.4171759703 0.55013703 0.0326870039
#> [1392,] 0.9787798856 0.02069600 0.0005241130
#> [1393,] 0.9200317949 0.07787027 0.0020979366
#> [1394,] 0.0052687124 0.17437475 0.8203565327
#> [1395,] 0.5777700676 0.40486095 0.0173689824
#> [1396,] 0.9745736363 0.02479572 0.0006306459
#> [1397,] 0.0039962195 0.13828381 0.8577199711
#> [1398,] 0.0013193910 0.05047237 0.9482082381
#> [1399,] 0.0189898094 0.42554968 0.5554605096
#> [1400,] 0.0015873178 0.06008875 0.9383239338
#> [1401,] 0.0052687124 0.17437475 0.8203565327
#> [1402,] 0.0076119176 0.23315539 0.7592326956
#> [1403,] 0.9200317949 0.07787027 0.0020979366
#> [1404,] 0.0076119176 0.23315539 0.7592326956
#> [1405,] 0.0929288636 0.71607263 0.1909985071
#> [1406,] 0.0076119176 0.23315539 0.7592326956
#> [1407,] 0.0012028756 0.04622684 0.9525702828
#> [1408,] 0.0091459565 0.26706529 0.7237887576
#> [1409,] 0.0009114588 0.03543516 0.9636533832
#> [1410,] 0.9695595550 0.02968163 0.0007588165
#> [1411,] 0.6646115805 0.32332970 0.0120587202
#> [1412,] 0.3515819476 0.60571442 0.0427036372
#> [1413,] 0.4171759703 0.55013703 0.0326870039
#> [1414,] 0.0720176013 0.69037094 0.2376114564
#> [1415,] 0.0008309379 0.03240887 0.9667601965
#> [1416,] 0.0356853561 0.56905218 0.3952624683
#> [1417,] 0.0465765654 0.62226718 0.3311562537
#> [1418,] 0.0508643367 0.63815359 0.3109820742
#> [1419,] 0.3106169550 0.63843635 0.0509466904
#> [1420,] 0.9695595550 0.02968163 0.0007588165
#> [1421,] 0.5089766165 0.46822118 0.0228022001
#> [1422,] 0.7911574851 0.20249824 0.0063442727
#> [1423,] 0.0555238466 0.65297488 0.2915012723
#> [1424,] 0.7415807833 0.25006105 0.0083581682
#> [1425,] 0.8060411027 0.18817232 0.0057865814
#> [1426,] 0.2054345580 0.70901796 0.0855474870
#> [1427,] 0.0272680504 0.50954742 0.4631845287
#> [1428,] 0.6436729078 0.34311423 0.0132128657
#> [1429,] 0.9382252144 0.06018476 0.0015900215
#> [1430,] 0.1191324940 0.72915738 0.1517101254
#> [1431,] 0.0426340096 0.60539536 0.3519706348
#> [1432,] 0.0033230422 0.11782275 0.8788542042
#> [1433,] 0.0033230422 0.11782275 0.8788542042
#> [1434,] 0.9602030356 0.03879549 0.0010014785
#> [1435,] 0.2373028121 0.69056559 0.0721316011
#> [1436,] 0.8970680359 0.10016431 0.0027676500
#> [1437,] 0.9602030356 0.03879549 0.0010014785
#> [1438,] 0.0173399144 0.40447425 0.5781858396
#> [1439,] 0.8060411027 0.18817232 0.0057865814
#> [1440,] 0.9053071135 0.09216932 0.0025235621
#> [1441,] 0.0426340096 0.60539536 0.3519706348
#> [1442,] 0.0025192751 0.09202759 0.9054531368
#> [1443,] 0.2911493605 0.65323734 0.0556133023
#> [1444,] 0.2911493605 0.65323734 0.0556133023
#> [1445,] 0.4627607291 0.50992597 0.0273132991
#> [1446,] 0.1191324940 0.72915738 0.1517101254
#> [1447,] 0.7754499322 0.21759473 0.0069553364
#> [1448,] 0.9767695170 0.02265556 0.0005749185
#> [1449,] 0.9635936334 0.03549335 0.0009130123
#> [1450,] 0.6001758403 0.38396653 0.0158576336
#> [1451,] 0.6436729078 0.34311423 0.0132128657
#> [1452,] 0.0091459565 0.26706529 0.7237887576
#> [1453,] 0.8786726048 0.11799870 0.0033286925
#> [1454,] 0.9667053775 0.03246227 0.0008323543
#> [1455,] 0.0189898094 0.42554968 0.5554605096
#> [1456,] 0.6436729078 0.34311423 0.0132128657
#> [1457,] 0.3106169550 0.63843635 0.0509466904
#> [1458,] 0.0022970417 0.08461689 0.9130860661
#> [1459,] 0.8882006179 0.10876411 0.0030352751
#> [1460,] 0.5320764367 0.44709546 0.0208281049
#> [1461,] 0.1637778392 0.72630018 0.1099219795
#> [1462,] 0.7415807833 0.25006105 0.0083581682
#> [1463,] 0.5089766165 0.46822118 0.0228022001
#> [1464,] 0.6646115805 0.32332970 0.0120587202
#> [1465,] 0.2724197325 0.66690023 0.0606800362
#> [1466,] 0.9721761008 0.02713213 0.0006917711
#> [1467,] 0.9667053775 0.03246227 0.0008323543
#> [1468,] 0.9265831957 0.07150400 0.0019127996
#> [1469,] 0.9326371703 0.06561886 0.0017439719
#> [1470,] 0.0207933703 0.44670583 0.5325007962
#> [1471,] 0.0010966384 0.04232160 0.9565817665
#> [1472,] 0.0022970417 0.08461689 0.9130860661
#> [1473,] 0.0508643367 0.63815359 0.3109820742
#> [1474,] 0.0030301214 0.10860011 0.8883697678
#> [1475,] 0.0249171838 0.48881861 0.4862642056
#> [1476,] 0.0158310542 0.38358414 0.6005848015
#> [1477,] 0.0929288636 0.71607263 0.1909985071
#> [1478,] 0.0660707783 0.67914326 0.2547859626
#> [1479,] 0.1191324940 0.72915738 0.1517101254
#> [1480,] 0.0036441761 0.12770838 0.8686474478
#> [1481,] 0.8575118275 0.13848516 0.0040030098
#> [1482,] 0.0660707783 0.67914326 0.2547859626
#> [1483,] 0.0039962195 0.13828381 0.8577199711
#> [1484,] 0.3729642622 0.58796026 0.0390754763
#> [1485,] 0.6646115805 0.32332970 0.0120587202
#> [1486,] 0.2209573764 0.70046458 0.0785780417
#> [1487,] 0.9382252144 0.06018476 0.0015900215
#> [1488,] 0.7045494855 0.28540944 0.0100410782
#> [1489,] 0.8333603191 0.16182641 0.0048132688
#> [1490,] 0.0030301214 0.10860011 0.8883697678
#> [1491,] 0.0020943711 0.07774851 0.9201571142
#> [1492,] 0.6646115805 0.32332970 0.0120587202
#> [1493,] 0.9433778487 0.05517251 0.0014496414
#> [1494,] 0.8786726048 0.11799870 0.0033286925
#> [1495,] 0.0010966384 0.04232160 0.9565817665
#> [1496,] 0.0030301214 0.10860011 0.8883697678
#> [1497,] 0.4398415099 0.53027519 0.0298833043
#> [1498,] 0.0006905938 0.02708723 0.9722221712
#> [1499,] 0.9053071135 0.09216932 0.0025235621
#> [1500,] 0.2724197325 0.66690023 0.0606800362
#> [1501,] 0.9565109163 0.04239058 0.0010985072
#> [1502,] 0.0131906598 0.34274558 0.6440637635
#> [1503,] 0.4171759703 0.55013703 0.0326870039
#> [1504,] 0.2209573764 0.70046458 0.0785780417
#> [1505,] 0.0027629494 0.10001173 0.8972253221
#> [1506,] 0.1191324940 0.72915738 0.1517101254
#> [1507,] 0.0100241487 0.28507167 0.7049041793
#> [1508,] 0.1637778392 0.72630018 0.1099219795
#> [1509,] 0.3515819476 0.60571442 0.0427036372
#> [1510,] 0.3729642622 0.58796026 0.0390754763
#> [1511,] 0.0013193910 0.05047237 0.9482082381
#> [1512,] 0.9721761008 0.02713213 0.0006917711
#> [1513,] 0.2911493605 0.65323734 0.0556133023
#> [1514,] 0.0008309379 0.03240887 0.9667601965
#> [1515,] 0.7754499322 0.21759473 0.0069553364
#> [1516,] 0.9200317949 0.07787027 0.0020979366
#> [1517,] 0.0033230422 0.11782275 0.8788542042
#> [1518,] 0.9745736363 0.02479572 0.0006306459
#> [1519,] 0.6001758403 0.38396653 0.0158576336
#> [1520,] 0.3106169550 0.63843635 0.0509466904
#> [1521,] 0.2544624555 0.67936151 0.0661760359
#> [1522,] 0.1637778392 0.72630018 0.1099219795
#> [1523,] 0.0057767832 0.18791577 0.8063074505
#> [1524,] 0.0019095481 0.07139139 0.9266990662
#> [1525,] 0.0039962195 0.13828381 0.8577199711
#> [1526,] 0.0326331515 0.54977638 0.4175904724
#> [1527,] 0.7234478571 0.26739073 0.0091614166
#> [1528,] 0.7589209696 0.23345423 0.0076248045
#> [1529,] 0.8458223837 0.14978805 0.0043895654
#> [1530,] 0.0033230422 0.11782275 0.8788542042
#> [1531,] 0.6001758403 0.38396653 0.0158576336
#> [1532,] 0.0007575251 0.02963265 0.9696098224
#> [1533,] 0.0010966384 0.04232160 0.9565817665
#> [1534,] 0.0025192751 0.09202759 0.9054531368
#> [1535,] 0.8684528385 0.12789679 0.0036503704
#> [1536,] 0.4398415099 0.53027519 0.0298833043
#> [1537,] 0.0298339285 0.52990455 0.4402615206
#> [1538,] 0.8575118275 0.13848516 0.0040030098
#> [1539,] 0.0189898094 0.42554968 0.5554605096
#> [1540,] 0.1637778392 0.72630018 0.1099219795
#> [1541,] 0.0036441761 0.12770838 0.8686474478
#> [1542,] 0.0390115232 0.58762550 0.3733629770
#> [1543,] 0.3106169550 0.63843635 0.0509466904
#> [1544,] 0.0120384303 0.32297015 0.6649914223
#> [1545,] 0.9602030356 0.03879549 0.0010014785
#> [1546,] 0.1768536328 0.72195986 0.1011865045
#> [1547,] 0.5320764367 0.44709546 0.0208281049
#> [1548,] 0.0660707783 0.67914326 0.2547859626
#> [1549,] 0.2911493605 0.65323734 0.0556133023
#> [1550,] 0.7234478571 0.26739073 0.0091614166
#> [1551,] 0.4171759703 0.55013703 0.0326870039
#> [1552,] 0.8786726048 0.11799870 0.0033286925
#> [1553,] 0.0091459565 0.26706529 0.7237887576
#> [1554,] 0.9635936334 0.03549335 0.0009130123
#> [1555,] 0.7234478571 0.26739073 0.0091614166
#> [1556,] 0.2054345580 0.70901796 0.0855474870
#> [1557,] 0.0091459565 0.26706529 0.7237887576
#> [1558,] 0.9667053775 0.03246227 0.0008323543
#> [1559,] 0.1291945614 0.73062868 0.1401767575
#> [1560,] 0.0006905938 0.02708723 0.9722221712
#> [1561,] 0.0131906598 0.34274558 0.6440637635
#> [1562,] 0.0298339285 0.52990455 0.4402615206
#> [1563,] 0.0020943711 0.07774851 0.9201571142
#> [1564,] 0.0019095481 0.07139139 0.9266990662
#> [1565,] 0.0007575251 0.02963265 0.9696098224
#> [1566,] 0.0356853561 0.56905218 0.3952624683
#> [1567,] 0.9524932117 0.04630186 0.0012049252
#> [1568,] 0.0207933703 0.44670583 0.5325007962
#> [1569,] 0.0131906598 0.34274558 0.6440637635
#> [1570,] 0.0006905938 0.02708723 0.9722221712
#> [1571,] 0.8786726048 0.11799870 0.0033286925
#> [1572,] 0.0009997746 0.03873210 0.9602681207
#> [1573,] 0.0158310542 0.38358414 0.6005848015
#> [1574,] 0.0076119176 0.23315539 0.7592326956
#> [1575,] 0.9667053775 0.03246227 0.0008323543
#> [1576,] 0.0015873178 0.06008875 0.9383239338
#> [1577,] 0.9053071135 0.09216932 0.0025235621
#> [1578,] 0.0605829532 0.66665933 0.2727577169
#> [1579,] 0.9265831957 0.07150400 0.0019127996
#> [1580,] 0.0076119176 0.23315539 0.7592326956
#> [1581,] 0.0189898094 0.42554968 0.5554605096
#> [1582,] 0.0025192751 0.09202759 0.9054531368
#> [1583,] 0.9433778487 0.05517251 0.0014496414
#> [1584,] 0.0027629494 0.10001173 0.8972253221
#> [1585,] 0.2054345580 0.70901796 0.0855474870
#> [1586,] 0.8882006179 0.10876411 0.0030352751
#> [1587,] 0.7045494855 0.28540944 0.0100410782
#> [1588,] 0.7415807833 0.25006105 0.0083581682
#> [1589,] 0.0009997746 0.03873210 0.9602681207
#> [1590,] 0.0120384303 0.32297015 0.6649914223
#> [1591,] 0.4627607291 0.50992597 0.0273132991
#> [1592,] 0.7589209696 0.23345423 0.0076248045
#> [1593,] 0.9602030356 0.03879549 0.0010014785
#> [1594,] 0.9053071135 0.09216932 0.0025235621
#> [1595,] 0.0012028756 0.04622684 0.9525702828
#> [1596,] 0.6436729078 0.34311423 0.0132128657
#> [1597,] 0.4858384007 0.48920297 0.0249586315
#> [1598,] 0.0039962195 0.13828381 0.8577199711
#> [1599,] 0.8060411027 0.18817232 0.0057865814
#> [1600,] 0.0012028756 0.04622684 0.9525702828
#> [1601,] 0.2724197325 0.66690023 0.0606800362
#> [1602,] 0.1637778392 0.72630018 0.1099219795
#> [1603,] 0.7234478571 0.26739073 0.0091614166
#> [1604,] 0.0030301214 0.10860011 0.8883697678
#> [1605,] 0.7754499322 0.21759473 0.0069553364
#> [1606,] 0.0063335362 0.20222748 0.7914389830
#> [1607,] 0.9721761008 0.02713213 0.0006917711
#> [1608,] 0.0120384303 0.32297015 0.6649914223
#> [1609,] 0.8882006179 0.10876411 0.0030352751
#> [1610,] 0.4171759703 0.55013703 0.0326870039
#> [1611,] 0.0426340096 0.60539536 0.3519706348
#> [1612,] 0.9053071135 0.09216932 0.0025235621
#> [1613,] 0.0033230422 0.11782275 0.8788542042
#> [1614,] 0.0465765654 0.62226718 0.3311562537
#> [1615,] 0.8882006179 0.10876411 0.0030352751
#> [1616,] 0.0009114588 0.03543516 0.9636533832
#> [1617,] 0.9433778487 0.05517251 0.0014496414
#> [1618,] 0.0207933703 0.44670583 0.5325007962
#> [1619,] 0.0173399144 0.40447425 0.5781858396
#> [1620,] 0.2209573764 0.70046458 0.0785780417
#> [1621,] 0.0010966384 0.04232160 0.9565817665
#> [1622,] 0.8458223837 0.14978805 0.0043895654
#> [1623,] 0.0083440522 0.24974864 0.7419073059
#> [1624,] 0.7234478571 0.26739073 0.0091614166
#> [1625,] 0.1768536328 0.72195986 0.1011865045
#> [1626,] 0.2209573764 0.70046458 0.0785780417
#> [1627,] 0.0052687124 0.17437475 0.8203565327
#> [1628,] 0.4627607291 0.50992597 0.0273132991
#> [1629,] 0.1399714392 0.73064211 0.1293864497
#> [1630,] 0.0027629494 0.10001173 0.8972253221
#> [1631,] 0.2724197325 0.66690023 0.0606800362
#> [1632,] 0.0158310542 0.38358414 0.6005848015
#> [1633,] 0.9565109163 0.04239058 0.0010985072
#> [1634,] 0.9433778487 0.05517251 0.0014496414
#> [1635,] 0.0109857298 0.30372441 0.6852898609
#> [1636,] 0.3106169550 0.63843635 0.0509466904
#> [1637,] 0.8201051937 0.17461715 0.0052776534
#> [1638,] 0.0033230422 0.11782275 0.8788542042
#> [1639,] 0.0063335362 0.20222748 0.7914389830
#> [1640,] 0.9767695170 0.02265556 0.0005749185
#> [1641,] 0.0048051107 0.16159799 0.8335968965
#> [1642,] 0.0083440522 0.24974864 0.7419073059
#> [1643,] 0.7754499322 0.21759473 0.0069553364
#> [1644,] 0.0605829532 0.66665933 0.2727577169
#> [1645,] 0.9745736363 0.02479572 0.0006306459
#> [1646,] 0.0052687124 0.17437475 0.8203565327
#> [1647,] 0.7234478571 0.26739073 0.0091614166
#> [1648,] 0.1010315851 0.72186650 0.1771019113
#> [1649,] 0.0272680504 0.50954742 0.4631845287
#> [1650,] 0.0173399144 0.40447425 0.5781858396
#> [1651,] 0.8575118275 0.13848516 0.0040030098
#> [1652,] 0.0227642499 0.46783314 0.5094026091
#> [1653,] 0.0272680504 0.50954742 0.4631845287
#> [1654,] 0.0007575251 0.02963265 0.9696098224
#> [1655,] 0.7589209696 0.23345423 0.0076248045
#> [1656,] 0.0189898094 0.42554968 0.5554605096
#> [1657,] 0.0012028756 0.04622684 0.9525702828
#> [1658,] 0.0660707783 0.67914326 0.2547859626
#> [1659,] 0.0012028756 0.04622684 0.9525702828
#> [1660,] 0.0063335362 0.20222748 0.7914389830
#> [1661,] 0.0030301214 0.10860011 0.8883697678
#> [1662,] 0.3948551034 0.56940084 0.0357440592
#> [1663,] 0.7234478571 0.26739073 0.0091614166
#> [1664,] 0.0929288636 0.71607263 0.1909985071
#> [1665,] 0.7754499322 0.21759473 0.0069553364
#> [1666,] 0.7415807833 0.25006105 0.0083581682
#> [1667,] 0.8684528385 0.12789679 0.0036503704
#> [1668,] 0.1399714392 0.73064211 0.1293864497
#> [1669,] 0.7415807833 0.25006105 0.0083581682
#> [1670,] 0.0426340096 0.60539536 0.3519706348
#> [1671,] 0.4171759703 0.55013703 0.0326870039
#> [1672,] 0.4171759703 0.55013703 0.0326870039
#> [1673,] 0.8201051937 0.17461715 0.0052776534
#> [1674,] 0.9382252144 0.06018476 0.0015900215
#> [1675,] 0.9382252144 0.06018476 0.0015900215
#> [1676,] 0.0929288636 0.71607263 0.1909985071
#> [1677,] 0.0019095481 0.07139139 0.9266990662
#> [1678,] 0.0017410069 0.06551481 0.9327441796
#> [1679,] 0.7589209696 0.23345423 0.0076248045
#> [1680,] 0.2911493605 0.65323734 0.0556133023
#> [1681,] 0.0057767832 0.18791577 0.8063074505
#> [1682,] 0.7415807833 0.25006105 0.0083581682
#> [1683,] 0.1907352626 0.71619209 0.0930726448
#> [1684,] 0.0022970417 0.08461689 0.9130860661
#> [1685,] 0.0039962195 0.13828381 0.8577199711
#> [1686,] 0.6646115805 0.32332970 0.0120587202
#> [1687,] 0.1907352626 0.71619209 0.0930726448
#> [1688,] 0.0390115232 0.58762550 0.3733629770
#> [1689,] 0.0012028756 0.04622684 0.9525702828
#> [1690,] 0.5550395763 0.42593883 0.0190215898
#> [1691,] 0.0144515589 0.36297767 0.6225707758
#> [1692,] 0.0120384303 0.32297015 0.6649914223
#> [1693,] 0.0039962195 0.13828381 0.8577199711
#> [1694,] 0.0019095481 0.07139139 0.9266990662
#> [1695,] 0.9565109163 0.04239058 0.0010985072
#> [1696,] 0.8575118275 0.13848516 0.0040030098
#> [1697,] 0.0027629494 0.10001173 0.8972253221
#> [1698,] 0.8201051937 0.17461715 0.0052776534
#> [1699,] 0.0720176013 0.69037094 0.2376114564
#> [1700,] 0.0007575251 0.02963265 0.9696098224
#> [1701,] 0.0052687124 0.17437475 0.8203565327
#> [1702,] 0.4398415099 0.53027519 0.0298833043
#> [1703,] 0.0784547152 0.70029436 0.2212509283
#> [1704,] 0.0929288636 0.71607263 0.1909985071
#> [1705,] 0.1907352626 0.71619209 0.0930726448
#> [1706,] 0.0013193910 0.05047237 0.9482082381
#> [1707,] 0.0390115232 0.58762550 0.3733629770
#> [1708,] 0.0009997746 0.03873210 0.9602681207
#> [1709,] 0.7911574851 0.20249824 0.0063442727
#> [1710,] 0.8575118275 0.13848516 0.0040030098
#> [1711,] 0.8970680359 0.10016431 0.0027676500
#> [1712,] 0.0120384303 0.32297015 0.6649914223
#> [1713,] 0.0014471761 0.05508399 0.9434688301
#> [1714,] 0.4627607291 0.50992597 0.0273132991
#> [1715,] 0.2544624555 0.67936151 0.0661760359
#> [1716,] 0.0057767832 0.18791577 0.8063074505
#> [1717,] 0.2544624555 0.67936151 0.0661760359
#> [1718,] 0.0057767832 0.18791577 0.8063074505
#> [1719,] 0.0057767832 0.18791577 0.8063074505
#> [1720,] 0.0019095481 0.07139139 0.9266990662
#> [1721,] 0.9433778487 0.05517251 0.0014496414
#> [1722,] 0.8333603191 0.16182641 0.0048132688
#> [1723,] 0.3515819476 0.60571442 0.0427036372
#> [1724,] 0.0227642499 0.46783314 0.5094026091
#> [1725,] 0.5777700676 0.40486095 0.0173689824
#> [1726,] 0.1191324940 0.72915738 0.1517101254
#> [1727,] 0.3729642622 0.58796026 0.0390754763
#> [1728,] 0.0043821223 0.14957334 0.8460445373
#> [1729,] 0.0660707783 0.67914326 0.2547859626
#> [1730,] 0.1514908905 0.72919762 0.1193114852
#> [1731,] 0.3106169550 0.63843635 0.0509466904
#> [1732,] 0.2373028121 0.69056559 0.0721316011
#> [1733,] 0.9602030356 0.03879549 0.0010014785
#> [1734,] 0.8060411027 0.18817232 0.0057865814
#> [1735,] 0.0022970417 0.08461689 0.9130860661
#> [1736,] 0.9326371703 0.06561886 0.0017439719
#> [1737,] 0.0854142360 0.70887283 0.2057129328
#> [1738,] 0.0006905938 0.02708723 0.9722221712
#> [1739,] 0.0390115232 0.58762550 0.3733629770
#> [1740,] 0.9565109163 0.04239058 0.0010985072
#> [1741,] 0.0508643367 0.63815359 0.3109820742
#> [1742,] 0.4171759703 0.55013703 0.0326870039
#> [1743,] 0.0131906598 0.34274558 0.6440637635
#> [1744,] 0.9382252144 0.06018476 0.0015900215
#> [1745,] 0.0189898094 0.42554968 0.5554605096
#> [1746,] 0.8201051937 0.17461715 0.0052776534
#> [1747,] 0.0019095481 0.07139139 0.9266990662
#> [1748,] 0.0069435730 0.21730983 0.7757466010
#> [1749,] 0.0131906598 0.34274558 0.6440637635
#> [1750,] 0.3106169550 0.63843635 0.0509466904
#> [1751,] 0.3307788194 0.62256886 0.0466523181
#> [1752,] 0.3729642622 0.58796026 0.0390754763
#> [1753,] 0.0555238466 0.65297488 0.2915012723
#> [1754,] 0.0091459565 0.26706529 0.7237887576
#> [1755,] 0.9767695170 0.02265556 0.0005749185
#> [1756,] 0.0720176013 0.69037094 0.2376114564
#> [1757,] 0.0036441761 0.12770838 0.8686474478
#> [1758,] 0.0091459565 0.26706529 0.7237887576
#> [1759,] 0.0929288636 0.71607263 0.1909985071
#> [1760,] 0.0189898094 0.42554968 0.5554605096
#> [1761,] 0.9524932117 0.04630186 0.0012049252
#> [1762,] 0.0020943711 0.07774851 0.9201571142
#> [1763,] 0.0465765654 0.62226718 0.3311562537
#> [1764,] 0.1637778392 0.72630018 0.1099219795
#> [1765,] 0.0076119176 0.23315539 0.7592326956
#> [1766,] 0.0039962195 0.13828381 0.8577199711
#> [1767,] 0.0298339285 0.52990455 0.4402615206
#> [1768,] 0.9129506982 0.08474835 0.0023009514
#> [1769,] 0.3106169550 0.63843635 0.0509466904
#> [1770,] 0.1907352626 0.71619209 0.0930726448
#> [1771,] 0.3948551034 0.56940084 0.0357440592
#> [1772,] 0.9382252144 0.06018476 0.0015900215
#> [1773,] 0.0015873178 0.06008875 0.9383239338
#> [1774,] 0.9129506982 0.08474835 0.0023009514
#> [1775,] 0.8060411027 0.18817232 0.0057865814
#> [1776,] 0.0109857298 0.30372441 0.6852898609
#> [1777,] 0.0426340096 0.60539536 0.3519706348
#> [1778,] 0.0158310542 0.38358414 0.6005848015
#> [1779,] 0.0326331515 0.54977638 0.4175904724
#> [1780,] 0.9053071135 0.09216932 0.0025235621
#> [1781,] 0.9745736363 0.02479572 0.0006306459
#> [1782,] 0.6849221294 0.30407361 0.0110042653
#> [1783,] 0.0027629494 0.10001173 0.8972253221
#> [1784,] 0.0189898094 0.42554968 0.5554605096
#> [1785,] 0.0158310542 0.38358414 0.6005848015
#> [1786,] 0.0298339285 0.52990455 0.4402615206
#> [1787,] 0.0508643367 0.63815359 0.3109820742
#> [1788,] 0.0017410069 0.06551481 0.9327441796
#> [1789,] 0.9721761008 0.02713213 0.0006917711
#> [1790,] 0.7911574851 0.20249824 0.0063442727
#> [1791,] 0.0929288636 0.71607263 0.1909985071
#> [1792,] 0.0033230422 0.11782275 0.8788542042
#> [1793,] 0.8575118275 0.13848516 0.0040030098
#> [1794,] 0.9433778487 0.05517251 0.0014496414
#> [1795,] 0.0010966384 0.04232160 0.9565817665
#> [1796,] 0.9767695170 0.02265556 0.0005749185
#> [1797,] 0.0017410069 0.06551481 0.9327441796
#> [1798,] 0.3106169550 0.63843635 0.0509466904
#> [1799,] 0.7911574851 0.20249824 0.0063442727
#> [1800,] 0.0227642499 0.46783314 0.5094026091
#> [1801,] 0.0158310542 0.38358414 0.6005848015
#> [1802,] 0.3515819476 0.60571442 0.0427036372
#> [1803,] 0.0057767832 0.18791577 0.8063074505
#> [1804,] 0.0854142360 0.70887283 0.2057129328
#> [1805,] 0.4171759703 0.55013703 0.0326870039
#> [1806,] 0.0854142360 0.70887283 0.2057129328
#> [1807,] 0.0326331515 0.54977638 0.4175904724
#> [1808,] 0.5089766165 0.46822118 0.0228022001
#> [1809,] 0.8786726048 0.11799870 0.0033286925
#> [1810,] 0.0605829532 0.66665933 0.2727577169
#> [1811,] 0.9481244649 0.05055390 0.0013216389
#> [1812,] 0.0131906598 0.34274558 0.6440637635
#> [1813,] 0.0052687124 0.17437475 0.8203565327
#> [1814,] 0.0298339285 0.52990455 0.4402615206
#> [1815,] 0.7045494855 0.28540944 0.0100410782
#> [1816,] 0.3948551034 0.56940084 0.0357440592
#> [1817,] 0.8060411027 0.18817232 0.0057865814
#> [1818,] 0.9745736363 0.02479572 0.0006306459
#> [1819,] 0.0020943711 0.07774851 0.9201571142
#> [1820,] 0.2544624555 0.67936151 0.0661760359
#> [1821,] 0.9524932117 0.04630186 0.0012049252
#> [1822,] 0.0052687124 0.17437475 0.8203565327
#> [1823,] 0.0298339285 0.52990455 0.4402615206
#> [1824,] 0.0249171838 0.48881861 0.4862642056
#> [1825,] 0.7754499322 0.21759473 0.0069553364
#> [1826,] 0.0173399144 0.40447425 0.5781858396
#> [1827,] 0.9787798856 0.02069600 0.0005241130
#> [1828,] 0.0131906598 0.34274558 0.6440637635
#> [1829,] 0.0006905938 0.02708723 0.9722221712
#> [1830,] 0.3307788194 0.62256886 0.0466523181
#> [1831,] 0.0326331515 0.54977638 0.4175904724
#> [1832,] 0.0091459565 0.26706529 0.7237887576
#> [1833,] 0.5320764367 0.44709546 0.0208281049
#> [1834,] 0.9635936334 0.03549335 0.0009130123
#> [1835,] 0.1907352626 0.71619209 0.0930726448
#> [1836,] 0.0091459565 0.26706529 0.7237887576
#> [1837,] 0.1768536328 0.72195986 0.1011865045
#> [1838,] 0.0010966384 0.04232160 0.9565817665
#> [1839,] 0.3106169550 0.63843635 0.0509466904
#> [1840,] 0.7589209696 0.23345423 0.0076248045
#> [1841,] 0.3307788194 0.62256886 0.0466523181
#> [1842,] 0.7045494855 0.28540944 0.0100410782
#> [1843,] 0.9635936334 0.03549335 0.0009130123
#> [1844,] 0.0012028756 0.04622684 0.9525702828
#> [1845,] 0.8060411027 0.18817232 0.0057865814
#> [1846,] 0.2054345580 0.70901796 0.0855474870
#> [1847,] 0.5320764367 0.44709546 0.0208281049
#> [1848,] 0.2054345580 0.70901796 0.0855474870
#> [1849,] 0.0660707783 0.67914326 0.2547859626
#> [1850,] 0.6001758403 0.38396653 0.0158576336
#> [1851,] 0.2544624555 0.67936151 0.0661760359
#> [1852,] 0.0017410069 0.06551481 0.9327441796
#> [1853,] 0.4171759703 0.55013703 0.0326870039
#> [1854,] 0.0083440522 0.24974864 0.7419073059
#> [1855,] 0.0249171838 0.48881861 0.4862642056
#> [1856,] 0.0008309379 0.03240887 0.9667601965
#> [1857,] 0.1097553190 0.72623326 0.1640114186
#> [1858,] 0.0227642499 0.46783314 0.5094026091
#> [1859,] 0.9767695170 0.02265556 0.0005749185
#> [1860,] 0.0007575251 0.02963265 0.9696098224
#> [1861,] 0.2054345580 0.70901796 0.0855474870
#> [1862,] 0.8333603191 0.16182641 0.0048132688
#> [1863,] 0.3106169550 0.63843635 0.0509466904
#> [1864,] 0.0057767832 0.18791577 0.8063074505
#> [1865,] 0.0390115232 0.58762550 0.3733629770
#> [1866,] 0.0158310542 0.38358414 0.6005848015
#> [1867,] 0.9667053775 0.03246227 0.0008323543
#> [1868,] 0.1637778392 0.72630018 0.1099219795
#> [1869,] 0.3948551034 0.56940084 0.0357440592
#> [1870,] 0.9129506982 0.08474835 0.0023009514
#> [1871,] 0.0025192751 0.09202759 0.9054531368
#> [1872,] 0.0009114588 0.03543516 0.9636533832
#> [1873,] 0.6849221294 0.30407361 0.0110042653
#> [1874,] 0.4858384007 0.48920297 0.0249586315
#> [1875,] 0.0069435730 0.21730983 0.7757466010
#> [1876,] 0.9635936334 0.03549335 0.0009130123
#> [1877,] 0.7754499322 0.21759473 0.0069553364
#> [1878,] 0.5320764367 0.44709546 0.0208281049
#> [1879,] 0.4858384007 0.48920297 0.0249586315
#> [1880,] 0.0272680504 0.50954742 0.4631845287
#> [1881,] 0.0249171838 0.48881861 0.4862642056
#> [1882,] 0.0008309379 0.03240887 0.9667601965
#> [1883,] 0.0158310542 0.38358414 0.6005848015
#> [1884,] 0.1907352626 0.71619209 0.0930726448
#> [1885,] 0.0158310542 0.38358414 0.6005848015
#> [1886,] 0.2911493605 0.65323734 0.0556133023
#> [1887,] 0.8684528385 0.12789679 0.0036503704
#> [1888,] 0.0189898094 0.42554968 0.5554605096
#> [1889,] 0.2724197325 0.66690023 0.0606800362
#> [1890,] 0.1768536328 0.72195986 0.1011865045
#> [1891,] 0.9565109163 0.04239058 0.0010985072
#> [1892,] 0.0131906598 0.34274558 0.6440637635
#> [1893,] 0.0720176013 0.69037094 0.2376114564
#> [1894,] 0.6849221294 0.30407361 0.0110042653
#> [1895,] 0.0020943711 0.07774851 0.9201571142
#> [1896,] 0.0033230422 0.11782275 0.8788542042
#> [1897,] 0.7234478571 0.26739073 0.0091614166
#> [1898,] 0.2911493605 0.65323734 0.0556133023
#> [1899,] 0.2724197325 0.66690023 0.0606800362
#> [1900,] 0.3106169550 0.63843635 0.0509466904
#> [1901,] 0.0052687124 0.17437475 0.8203565327
#> [1902,] 0.3307788194 0.62256886 0.0466523181
#> [1903,] 0.4858384007 0.48920297 0.0249586315
#> [1904,] 0.0019095481 0.07139139 0.9266990662
#> [1905,] 0.0009114588 0.03543516 0.9636533832
#> [1906,] 0.0052687124 0.17437475 0.8203565327
#> [1907,] 0.6646115805 0.32332970 0.0120587202
#> [1908,] 0.5550395763 0.42593883 0.0190215898
#> [1909,] 0.9481244649 0.05055390 0.0013216389
#> [1910,] 0.4858384007 0.48920297 0.0249586315
#> [1911,] 0.0009997746 0.03873210 0.9602681207
#> [1912,] 0.9635936334 0.03549335 0.0009130123
#> [1913,] 0.0158310542 0.38358414 0.6005848015
#> [1914,] 0.0007575251 0.02963265 0.9696098224
#> [1915,] 0.8201051937 0.17461715 0.0052776534
#> [1916,] 0.1010315851 0.72186650 0.1771019113
#> [1917,] 0.8333603191 0.16182641 0.0048132688
#> [1918,] 0.1010315851 0.72186650 0.1771019113
#> [1919,] 0.8060411027 0.18817232 0.0057865814
#> [1920,] 0.0036441761 0.12770838 0.8686474478
#> [1921,] 0.4627607291 0.50992597 0.0273132991
#> [1922,] 0.5320764367 0.44709546 0.0208281049
#> [1923,] 0.2724197325 0.66690023 0.0606800362
#> [1924,] 0.9200317949 0.07787027 0.0020979366
#> [1925,] 0.1097553190 0.72623326 0.1640114186
#> [1926,] 0.7415807833 0.25006105 0.0083581682
#> [1927,] 0.0784547152 0.70029436 0.2212509283
#> [1928,] 0.4398415099 0.53027519 0.0298833043
#> [1929,] 0.2054345580 0.70901796 0.0855474870
#> [1930,] 0.7045494855 0.28540944 0.0100410782
#> [1931,] 0.9382252144 0.06018476 0.0015900215
#> [1932,] 0.0069435730 0.21730983 0.7757466010
#> [1933,] 0.4858384007 0.48920297 0.0249586315
#> [1934,] 0.0120384303 0.32297015 0.6649914223
#> [1935,] 0.3948551034 0.56940084 0.0357440592
#> [1936,] 0.0083440522 0.24974864 0.7419073059
#> [1937,] 0.1291945614 0.73062868 0.1401767575
#> [1938,] 0.0063335362 0.20222748 0.7914389830
#> [1939,] 0.1010315851 0.72186650 0.1771019113
#> [1940,] 0.8575118275 0.13848516 0.0040030098
#> [1941,] 0.0020943711 0.07774851 0.9201571142
#> [1942,] 0.0010966384 0.04232160 0.9565817665
#> [1943,] 0.9602030356 0.03879549 0.0010014785
#> [1944,] 0.0227642499 0.46783314 0.5094026091
#> [1945,] 0.0326331515 0.54977638 0.4175904724
#> [1946,] 0.0465765654 0.62226718 0.3311562537
#> [1947,] 0.9053071135 0.09216932 0.0025235621
#> [1948,] 0.9721761008 0.02713213 0.0006917711
#> [1949,] 0.0036441761 0.12770838 0.8686474478
#> [1950,] 0.0048051107 0.16159799 0.8335968965
#> [1951,] 0.0007575251 0.02963265 0.9696098224
#> [1952,] 0.0426340096 0.60539536 0.3519706348
#> [1953,] 0.3106169550 0.63843635 0.0509466904
#> [1954,] 0.7589209696 0.23345423 0.0076248045
#> [1955,] 0.9787798856 0.02069600 0.0005241130
#> [1956,] 0.9767695170 0.02265556 0.0005749185
#> [1957,] 0.9053071135 0.09216932 0.0025235621
#> [1958,] 0.0131906598 0.34274558 0.6440637635
#> [1959,] 0.9667053775 0.03246227 0.0008323543
#> [1960,] 0.0660707783 0.67914326 0.2547859626
#> [1961,] 0.9635936334 0.03549335 0.0009130123
#> [1962,] 0.7415807833 0.25006105 0.0083581682
#> [1963,] 0.9053071135 0.09216932 0.0025235621
#> [1964,] 0.9745736363 0.02479572 0.0006306459
#> [1965,] 0.7234478571 0.26739073 0.0091614166
#> [1966,] 0.8458223837 0.14978805 0.0043895654
#> [1967,] 0.7234478571 0.26739073 0.0091614166
#> [1968,] 0.1399714392 0.73064211 0.1293864497
#> [1969,] 0.8333603191 0.16182641 0.0048132688
#> [1970,] 0.8786726048 0.11799870 0.0033286925
#> [1971,] 0.9767695170 0.02265556 0.0005749185
#> [1972,] 0.0426340096 0.60539536 0.3519706348
#> [1973,] 0.0022970417 0.08461689 0.9130860661
#> [1974,] 0.0854142360 0.70887283 0.2057129328
#> [1975,] 0.9667053775 0.03246227 0.0008323543
#> [1976,] 0.2373028121 0.69056559 0.0721316011
#> [1977,] 0.9667053775 0.03246227 0.0008323543
#> [1978,] 0.0020943711 0.07774851 0.9201571142
#> [1979,] 0.8060411027 0.18817232 0.0057865814
#> [1980,] 0.7415807833 0.25006105 0.0083581682
#> [1981,] 0.2544624555 0.67936151 0.0661760359
#> [1982,] 0.9524932117 0.04630186 0.0012049252
#> [1983,] 0.4171759703 0.55013703 0.0326870039
#> [1984,] 0.2054345580 0.70901796 0.0855474870
#> [1985,] 0.3729642622 0.58796026 0.0390754763
#> [1986,] 0.7589209696 0.23345423 0.0076248045
#> [1987,] 0.3106169550 0.63843635 0.0509466904
#> [1988,] 0.1097553190 0.72623326 0.1640114186
#> [1989,] 0.0784547152 0.70029436 0.2212509283
#> [1990,] 0.5777700676 0.40486095 0.0173689824
#> [1991,] 0.8882006179 0.10876411 0.0030352751
#> [1992,] 0.5089766165 0.46822118 0.0228022001
#> [1993,] 0.4398415099 0.53027519 0.0298833043
#> [1994,] 0.0057767832 0.18791577 0.8063074505
#> [1995,] 0.4858384007 0.48920297 0.0249586315
#> [1996,] 0.0063335362 0.20222748 0.7914389830
#> [1997,] 0.3307788194 0.62256886 0.0466523181
#> [1998,] 0.0052687124 0.17437475 0.8203565327
#> [1999,] 0.2911493605 0.65323734 0.0556133023
#> [2000,] 0.6849221294 0.30407361 0.0110042653