Simple Metropolis-Hastings MCMC
simpleMH(f, inits, theta.cov, max.iter, coda = FALSE, ...)
function that returns a single scalar value proportional to the log probability density to sample from.
numeric vector with the initial values for the parameters to estimate
covariance matrix of the parameters to estimate.
maximum number of function evaluations
logical. Should the samples be returned as coda::mcmc
object? (defaults to FALSE
)
further arguments passed to f
if coda = FALSE
a list with:
samples: A two dimensional array of samples with dimensions
generation
x parameter
log.p: A numeric vector with the log density evaluate at each generation.
if coda = TRUE
a list with:
samples: A object of class coda::mcmc containing all samples.
log.p: A numeric vector with the log density evaluate at each generation.
p.log <- function(x) {
B <- 0.03
return(-x[1]^2/200 - 1/2*(x[2]+B*x[1]^2-100*B)^2)
}
simpleMH(p.log, inits=c(0, 0), theta.cov = diag(2), max.iter=3000)
#> $samples
#> para_1 para_2
#> [1,] 0.000000000 0.000000000
#> [2,] -1.400043517 0.255317055
#> [3,] -1.400043517 0.255317055
#> [4,] -1.400043517 0.255317055
#> [5,] -1.400043517 0.255317055
#> [6,] -1.953742900 0.884299097
#> [7,] -1.305699615 0.960103057
#> [8,] -3.168711107 0.438090542
#> [9,] -3.339560079 2.069296549
#> [10,] -2.871405658 2.432247805
#> [11,] -2.871405658 2.432247805
#> [12,] -2.871405658 2.432247805
#> [13,] -2.101545328 2.995584765
#> [14,] -1.166182139 3.172073375
#> [15,] -2.038498020 3.278757990
#> [16,] -2.038498020 3.278757990
#> [17,] -4.090901906 3.429506239
#> [18,] -4.020867056 2.790382915
#> [19,] -2.615758176 1.994921966
#> [20,] 0.139659399 2.041453346
#> [21,] -0.562422579 3.014769123
#> [22,] 0.299663903 2.771532383
#> [23,] 0.736461009 3.184976318
#> [24,] 0.736461009 3.184976318
#> [25,] 0.736941022 3.940101374
#> [26,] 1.811286904 3.275013126
#> [27,] 1.132191472 4.012642574
#> [28,] 1.132191472 4.012642574
#> [29,] 1.326583914 3.321437138
#> [30,] 1.326583914 3.321437138
#> [31,] -0.454478012 2.605378469
#> [32,] 0.069431775 3.212126516
#> [33,] -0.362763465 2.544561744
#> [34,] -0.362763465 2.544561744
#> [35,] -0.362763465 2.544561744
#> [36,] -0.362763465 2.544561744
#> [37,] 0.313626103 2.311799980
#> [38,] 0.737813678 3.374901975
#> [39,] -0.508378304 2.691635108
#> [40,] 1.164504307 2.337273944
#> [41,] -0.113315616 3.085142777
#> [42,] -0.500529191 2.299710122
#> [43,] -0.500529191 2.299710122
#> [44,] -1.191067088 1.741168127
#> [45,] 0.941634842 2.444765992
#> [46,] 0.941634842 2.444765992
#> [47,] 0.941634842 2.444765992
#> [48,] 3.068485301 2.869624433
#> [49,] 3.365872546 2.633978284
#> [50,] 3.365872546 2.633978284
#> [51,] 3.827924856 3.327602637
#> [52,] 3.850219589 3.931213647
#> [53,] 5.594932872 2.288307408
#> [54,] 4.448733203 3.134492073
#> [55,] 4.566325818 2.850869323
#> [56,] 5.020667412 1.995666823
#> [57,] 5.020667412 1.995666823
#> [58,] 5.020667412 1.995666823
#> [59,] 4.100004011 3.199695768
#> [60,] 5.421785003 2.079984939
#> [61,] 5.183238744 0.936856464
#> [62,] 5.612386115 1.058959878
#> [63,] 5.612386115 1.058959878
#> [64,] 6.290069759 1.097459425
#> [65,] 6.290069759 1.097459425
#> [66,] 4.390008936 2.033243711
#> [67,] 3.453036339 2.894544254
#> [68,] 3.453036339 2.894544254
#> [69,] 3.453036339 2.894544254
#> [70,] 3.453036339 2.894544254
#> [71,] 3.692101006 3.130865675
#> [72,] 4.728031777 2.656978600
#> [73,] 4.728031777 2.656978600
#> [74,] 3.686363396 1.510454750
#> [75,] 2.697680610 3.401357961
#> [76,] 2.697680610 3.401357961
#> [77,] 2.215003831 3.502642438
#> [78,] 3.338842675 3.105640945
#> [79,] 4.939021018 4.285310786
#> [80,] 4.939021018 4.285310786
#> [81,] 4.638740381 5.295803215
#> [82,] 4.638740381 5.295803215
#> [83,] 4.346844454 4.517986140
#> [84,] 4.412331095 3.419477238
#> [85,] 4.406949254 2.061174436
#> [86,] 4.406949254 2.061174436
#> [87,] 4.382865278 3.645671933
#> [88,] 4.382865278 3.645671933
#> [89,] 4.382865278 3.645671933
#> [90,] 4.043929406 3.570097686
#> [91,] 3.917595547 3.954085311
#> [92,] 3.917595547 3.954085311
#> [93,] 3.503095280 1.659291138
#> [94,] 3.503095280 1.659291138
#> [95,] 3.254896724 2.334561153
#> [96,] 3.254896724 2.334561153
#> [97,] 2.645038424 3.378500049
#> [98,] 2.645038424 3.378500049
#> [99,] 0.426897276 3.103198032
#> [100,] 1.809808136 3.106323972
#> [101,] 3.017277284 2.836837609
#> [102,] 2.187063024 2.333244699
#> [103,] 2.187063024 2.333244699
#> [104,] 1.358459491 2.623019159
#> [105,] 0.084358180 3.018346662
#> [106,] 0.084358180 3.018346662
#> [107,] -0.553272848 2.865222039
#> [108,] -0.553272848 2.865222039
#> [109,] -2.123547200 3.178061860
#> [110,] -2.123547200 3.178061860
#> [111,] -0.037079795 2.819716409
#> [112,] -0.037079795 2.819716409
#> [113,] 0.125018391 3.175666381
#> [114,] 1.137020240 2.256614784
#> [115,] -0.824897490 3.202597586
#> [116,] 0.304937664 2.261099510
#> [117,] 1.344469752 2.716701521
#> [118,] 1.170383379 2.494957004
#> [119,] -0.546488502 2.531066566
#> [120,] -0.546488502 2.531066566
#> [121,] -0.397082806 2.144923832
#> [122,] -0.397082806 2.144923832
#> [123,] -0.397082806 2.144923832
#> [124,] -0.797488056 2.761078113
#> [125,] -2.007967417 3.141227613
#> [126,] -2.547890582 1.971766149
#> [127,] -2.263138962 2.400360545
#> [128,] -2.221004857 3.580024722
#> [129,] -2.396053630 3.457193384
#> [130,] -2.396053630 3.457193384
#> [131,] -2.007711306 2.702163067
#> [132,] -2.007711306 2.702163067
#> [133,] -2.007711306 2.702163067
#> [134,] -2.007711306 2.702163067
#> [135,] -1.754267552 4.109092243
#> [136,] -0.487926966 2.973748986
#> [137,] -0.487926966 2.973748986
#> [138,] -0.487926966 2.973748986
#> [139,] -1.260036744 2.639871668
#> [140,] 0.444571993 2.559798034
#> [141,] 0.772936892 3.775838147
#> [142,] 0.193991646 3.630411262
#> [143,] -1.293773463 2.938458580
#> [144,] -1.293773463 2.938458580
#> [145,] -1.293773463 2.938458580
#> [146,] -1.293773463 2.938458580
#> [147,] -1.293773463 2.938458580
#> [148,] -0.311320101 1.225155958
#> [149,] -0.311320101 1.225155958
#> [150,] -0.132508083 0.526726509
#> [151,] -0.132508083 0.526726509
#> [152,] 1.019838992 0.931827692
#> [153,] 1.333369105 1.480233782
#> [154,] 1.666313100 1.133145316
#> [155,] 1.666313100 1.133145316
#> [156,] 1.687144328 1.140732093
#> [157,] 1.687144328 1.140732093
#> [158,] 1.275006625 2.074993223
#> [159,] -0.090550626 2.430469882
#> [160,] -0.090550626 2.430469882
#> [161,] 1.387340492 2.419339888
#> [162,] 3.123451535 1.574092072
#> [163,] 2.372966551 1.177552735
#> [164,] 1.188147821 1.807787109
#> [165,] 0.948418899 1.778426887
#> [166,] 0.937977782 1.121920748
#> [167,] 1.265729138 2.558072341
#> [168,] 1.902291899 3.072400122
#> [169,] 1.729792343 3.240089759
#> [170,] 2.310608937 3.062268338
#> [171,] 2.606906654 2.813055304
#> [172,] 3.325922315 2.115050263
#> [173,] 3.325922315 2.115050263
#> [174,] 3.325922315 2.115050263
#> [175,] 3.325922315 2.115050263
#> [176,] 3.325922315 2.115050263
#> [177,] 3.325922315 2.115050263
#> [178,] 1.918283396 2.824228724
#> [179,] 0.464436964 3.004578074
#> [180,] 0.141603863 1.717363264
#> [181,] -0.125728638 2.359443826
#> [182,] 1.653712903 2.746074750
#> [183,] 0.564229752 2.862564054
#> [184,] -1.520841137 2.866132046
#> [185,] -1.130114928 3.473828714
#> [186,] -0.111935907 3.210109419
#> [187,] 0.672908204 2.772768288
#> [188,] 0.397374827 2.179368600
#> [189,] -0.827400984 2.264301679
#> [190,] -1.456989492 1.456566708
#> [191,] -0.677500542 2.964174405
#> [192,] -1.170633014 2.382522378
#> [193,] -0.277730897 3.145649351
#> [194,] -0.277730897 3.145649351
#> [195,] -2.289596471 2.632242636
#> [196,] -2.948999953 3.169525815
#> [197,] -3.574585016 2.293562964
#> [198,] -3.510041146 2.028415561
#> [199,] -3.218311892 2.076212524
#> [200,] -3.218311892 2.076212524
#> [201,] -3.218311892 2.076212524
#> [202,] -3.929836028 2.738391321
#> [203,] -3.995103369 2.037206111
#> [204,] -4.034920412 2.724188576
#> [205,] -4.831087502 2.488138886
#> [206,] -4.831087502 2.488138886
#> [207,] -5.280880314 1.779498430
#> [208,] -6.175682721 2.683767549
#> [209,] -4.406463317 3.318270463
#> [210,] -5.137241920 3.128124955
#> [211,] -2.700946994 3.171967798
#> [212,] -3.360489365 3.229389505
#> [213,] -3.905221810 2.995650732
#> [214,] -4.569326734 3.621960502
#> [215,] -3.367691436 4.802057459
#> [216,] -2.643696478 5.415894398
#> [217,] -2.643696478 5.415894398
#> [218,] -0.830242142 5.332068713
#> [219,] -1.893628231 4.289020799
#> [220,] -2.577342054 3.844318065
#> [221,] -2.577342054 3.844318065
#> [222,] -3.360981132 2.891194206
#> [223,] -2.145689694 2.449569098
#> [224,] -2.951641591 2.555233799
#> [225,] -1.282761487 2.429008575
#> [226,] -0.695740926 2.278605488
#> [227,] 0.726173539 2.546598660
#> [228,] -0.306283866 1.839132230
#> [229,] -0.306283866 1.839132230
#> [230,] -0.306283866 1.839132230
#> [231,] 0.751660064 3.440337568
#> [232,] 0.751660064 3.440337568
#> [233,] 1.039071688 3.176981036
#> [234,] 0.512379058 3.081846129
#> [235,] 0.125512468 3.154494583
#> [236,] 0.125512468 3.154494583
#> [237,] 1.465306599 2.599822038
#> [238,] 2.985051067 2.271330360
#> [239,] 3.155696667 2.976344008
#> [240,] 3.046655015 2.415514781
#> [241,] 3.046655015 2.415514781
#> [242,] 3.282750862 3.044468197
#> [243,] 0.179782551 2.272826893
#> [244,] 0.179782551 2.272826893
#> [245,] 0.988197300 3.086245265
#> [246,] 0.988197300 3.086245265
#> [247,] -0.106023027 3.060394752
#> [248,] -0.227473826 4.396841550
#> [249,] -0.227473826 4.396841550
#> [250,] 0.942582342 2.992127008
#> [251,] 1.504649806 1.829221480
#> [252,] 0.413179455 1.792170015
#> [253,] -0.074232338 1.393736537
#> [254,] -0.074232338 1.393736537
#> [255,] -0.074232338 1.393736537
#> [256,] -1.223136277 0.256123781
#> [257,] -1.223136277 0.256123781
#> [258,] -1.223136277 0.256123781
#> [259,] 0.025971362 -0.292603120
#> [260,] 0.039185839 -0.067263605
#> [261,] 1.153454444 0.779698146
#> [262,] 0.402442221 0.617581606
#> [263,] -0.226970455 0.920946148
#> [264,] 0.493216076 0.309900066
#> [265,] 0.493216076 0.309900066
#> [266,] -0.729285499 1.331315376
#> [267,] -2.074225875 0.582411099
#> [268,] -3.004511208 0.217560094
#> [269,] -3.004511208 0.217560094
#> [270,] -5.184467950 0.638434672
#> [271,] -4.690412792 1.680050266
#> [272,] -4.690412792 1.680050266
#> [273,] -4.690412792 1.680050266
#> [274,] -4.690412792 1.680050266
#> [275,] -4.710672502 2.176481497
#> [276,] -2.543485704 4.499038037
#> [277,] -0.947739011 4.387600261
#> [278,] -1.732974080 3.660997230
#> [279,] -1.113880807 3.995123347
#> [280,] -1.697608494 1.972204893
#> [281,] -1.697608494 1.972204893
#> [282,] -1.697608494 1.972204893
#> [283,] -1.697608494 1.972204893
#> [284,] -1.697608494 1.972204893
#> [285,] -3.207633866 1.387022494
#> [286,] -0.934679099 1.523080700
#> [287,] -0.934679099 1.523080700
#> [288,] -0.934679099 1.523080700
#> [289,] -0.934679099 1.523080700
#> [290,] -0.934679099 1.523080700
#> [291,] -0.020072153 2.018847950
#> [292,] -0.129289740 2.283509695
#> [293,] 0.869508219 3.020009494
#> [294,] 0.682954377 2.207734122
#> [295,] 0.682954377 2.207734122
#> [296,] 1.275354579 3.224447410
#> [297,] 1.275354579 3.224447410
#> [298,] 0.745710901 2.543174254
#> [299,] 1.155746238 2.467637054
#> [300,] 0.999769565 2.421236417
#> [301,] 0.007818488 2.342326466
#> [302,] 0.007818488 2.342326466
#> [303,] -0.853314597 1.664150684
#> [304,] -0.698100302 1.792838775
#> [305,] -2.014940776 1.502231563
#> [306,] -1.653246014 2.901235856
#> [307,] -0.870480436 2.538394033
#> [308,] -0.356398333 3.088293555
#> [309,] -0.734200260 4.417748782
#> [310,] -2.518564984 3.380603216
#> [311,] -2.518564984 3.380603216
#> [312,] -1.585439844 2.419326536
#> [313,] -2.614710308 2.288763829
#> [314,] -3.152360866 1.836337761
#> [315,] -4.020720647 3.029154113
#> [316,] -3.538123194 3.571298496
#> [317,] -3.538123194 3.571298496
#> [318,] -3.538123194 3.571298496
#> [319,] -1.975217811 3.223964285
#> [320,] -1.975217811 3.223964285
#> [321,] -0.212019138 3.485799094
#> [322,] 1.322896624 3.069600376
#> [323,] 1.653799189 3.175667785
#> [324,] 0.824447415 2.956971841
#> [325,] 2.030357280 3.546994252
#> [326,] 2.030357280 3.546994252
#> [327,] -0.108549940 2.754340405
#> [328,] -0.108549940 2.754340405
#> [329,] 1.266127981 3.114222040
#> [330,] 1.266127981 3.114222040
#> [331,] 0.988267105 3.404927292
#> [332,] 0.988267105 3.404927292
#> [333,] 2.134816360 3.104661086
#> [334,] 2.134816360 3.104661086
#> [335,] 0.805661139 2.348958889
#> [336,] 1.229630598 1.842261449
#> [337,] 1.229630598 1.842261449
#> [338,] 0.789224550 2.364237622
#> [339,] 0.789224550 2.364237622
#> [340,] 0.789224550 2.364237622
#> [341,] 0.789224550 2.364237622
#> [342,] 1.143400408 2.894501554
#> [343,] 3.105367028 3.488547464
#> [344,] 1.977280865 2.365665878
#> [345,] 1.016536785 3.535365439
#> [346,] 0.969918334 2.854410835
#> [347,] 0.717150355 1.458338591
#> [348,] 0.678482724 0.661185347
#> [349,] 1.502234255 0.576169341
#> [350,] 2.220605591 1.115635836
#> [351,] 3.075890615 0.813760108
#> [352,] 2.896970530 0.978730385
#> [353,] 2.896970530 0.978730385
#> [354,] 4.079058284 1.167943260
#> [355,] 2.144172817 1.252787390
#> [356,] 2.144172817 1.252787390
#> [357,] 2.514277062 2.992023278
#> [358,] 2.566309431 3.892063660
#> [359,] 2.110853234 2.937029119
#> [360,] 0.634268707 1.559253349
#> [361,] 1.999635032 3.305431531
#> [362,] 1.999635032 3.305431531
#> [363,] 1.473752132 3.168909034
#> [364,] 2.276873990 2.753113686
#> [365,] 2.105185496 1.878253249
#> [366,] 2.078386818 2.187833758
#> [367,] 2.318350626 2.846378067
#> [368,] 2.326998416 2.937094678
#> [369,] 2.326998416 2.937094678
#> [370,] 2.326998416 2.937094678
#> [371,] 2.326998416 2.937094678
#> [372,] 1.709429666 2.718834429
#> [373,] 1.104497748 3.050642339
#> [374,] 1.358894884 3.346512638
#> [375,] -1.016597050 3.286784672
#> [376,] -0.138031094 1.980167744
#> [377,] 0.814615591 1.471331807
#> [378,] -0.055223609 1.432117159
#> [379,] -0.350766001 1.783238052
#> [380,] 0.089589447 3.103020111
#> [381,] 0.089589447 3.103020111
#> [382,] 0.089589447 3.103020111
#> [383,] 2.261030620 2.479065501
#> [384,] 2.261030620 2.479065501
#> [385,] 2.261030620 2.479065501
#> [386,] 2.261030620 2.479065501
#> [387,] 2.670841005 2.742707493
#> [388,] 2.670841005 2.742707493
#> [389,] 2.399606666 2.184202864
#> [390,] 1.345087945 2.844971971
#> [391,] 3.752777731 3.531728445
#> [392,] 2.106028603 1.608176175
#> [393,] 3.039528308 2.544928418
#> [394,] 2.623413305 3.527078004
#> [395,] 2.867784281 3.466047920
#> [396,] 1.801933107 3.628318446
#> [397,] 2.429567572 4.410404396
#> [398,] 2.992075085 5.052460137
#> [399,] 2.693123166 4.939753255
#> [400,] 2.693123166 4.939753255
#> [401,] 2.693123166 4.939753255
#> [402,] 2.356408206 4.723913071
#> [403,] 2.254928706 5.463281934
#> [404,] 1.878159244 5.567030580
#> [405,] 0.392554440 4.034836255
#> [406,] 0.392554440 4.034836255
#> [407,] 1.319204861 1.918585107
#> [408,] 1.319204861 1.918585107
#> [409,] 1.226006147 1.979787709
#> [410,] -0.903291161 2.317433736
#> [411,] 1.745624951 2.471979820
#> [412,] 2.824261489 3.924782674
#> [413,] 2.425792288 4.387177293
#> [414,] 3.450363882 3.727991745
#> [415,] 4.160058893 2.905497329
#> [416,] 2.678968862 3.630188533
#> [417,] 2.931978391 3.353343654
#> [418,] 2.651462103 3.928180239
#> [419,] 2.651462103 3.928180239
#> [420,] 2.651462103 3.928180239
#> [421,] 3.011504387 2.003176405
#> [422,] 3.277673175 2.531579648
#> [423,] 3.940310540 3.068189102
#> [424,] 2.664908440 3.801449018
#> [425,] 2.074648651 3.095127297
#> [426,] 3.287096981 2.649764291
#> [427,] 3.287096981 2.649764291
#> [428,] 3.287096981 2.649764291
#> [429,] 2.888052278 1.229423149
#> [430,] 4.651182890 3.255269213
#> [431,] 4.651182890 3.255269213
#> [432,] 5.049442044 1.780731281
#> [433,] 5.049442044 1.780731281
#> [434,] 4.053511183 2.200845279
#> [435,] 4.360515316 2.026579527
#> [436,] 3.641534391 0.910018205
#> [437,] 4.291540163 1.300195277
#> [438,] 2.260513151 4.050960030
#> [439,] 2.667146353 4.233851492
#> [440,] 1.396338173 4.070287260
#> [441,] 2.611489832 4.112506153
#> [442,] 0.905908152 3.257093024
#> [443,] 0.905908152 3.257093024
#> [444,] 0.905908152 3.257093024
#> [445,] 0.905908152 3.257093024
#> [446,] 2.287308454 2.840616750
#> [447,] 1.564024064 2.444134391
#> [448,] 1.564024064 2.444134391
#> [449,] 0.645683879 2.772195585
#> [450,] 0.645683879 2.772195585
#> [451,] 0.645683879 2.772195585
#> [452,] -0.123403049 3.143775368
#> [453,] 1.817670886 3.231902538
#> [454,] 1.817670886 3.231902538
#> [455,] 2.659765190 4.070530853
#> [456,] 1.881596176 2.251940841
#> [457,] 1.881596176 2.251940841
#> [458,] 0.330036007 3.029447516
#> [459,] -0.015157163 3.398423358
#> [460,] -0.015157163 3.398423358
#> [461,] -0.469727719 3.337896756
#> [462,] -2.745811169 3.211500848
#> [463,] -2.536199975 1.948190008
#> [464,] -3.279499876 1.643966169
#> [465,] -3.279499876 1.643966169
#> [466,] -3.414037016 2.458750536
#> [467,] -3.990839676 1.806474539
#> [468,] -3.990839676 1.806474539
#> [469,] -3.225038632 2.604751065
#> [470,] -3.196107292 2.209073996
#> [471,] -1.607022096 3.122933111
#> [472,] -1.954039484 3.082673945
#> [473,] -1.954039484 3.082673945
#> [474,] -1.954039484 3.082673945
#> [475,] -1.494499527 2.219898002
#> [476,] -1.034976966 1.759822521
#> [477,] -1.081312131 2.111819449
#> [478,] -1.314208623 2.986726278
#> [479,] -2.757720395 2.462474212
#> [480,] -4.252146121 2.296543852
#> [481,] -4.252146121 2.296543852
#> [482,] -4.252146121 2.296543852
#> [483,] -4.252146121 2.296543852
#> [484,] -3.508525999 2.246384085
#> [485,] -5.296411811 3.453136104
#> [486,] -4.641341481 3.472529653
#> [487,] -4.757341594 3.399338085
#> [488,] -4.516926090 3.377447920
#> [489,] -4.442252632 3.782407159
#> [490,] -3.111672267 2.971074140
#> [491,] -2.395921685 3.090823191
#> [492,] -2.071373947 3.162141316
#> [493,] -1.550891728 1.924639501
#> [494,] -2.109534048 2.180454044
#> [495,] -2.109534048 2.180454044
#> [496,] -3.646187851 2.634438414
#> [497,] -3.646187851 2.634438414
#> [498,] -4.781037792 2.657052722
#> [499,] -5.580348786 3.058296536
#> [500,] -4.755328484 2.308113756
#> [501,] -6.222705526 2.223897511
#> [502,] -6.222705526 2.223897511
#> [503,] -5.561427959 1.248806951
#> [504,] -7.430789558 0.498235468
#> [505,] -8.939265730 0.689261456
#> [506,] -8.998729704 -1.174633642
#> [507,] -8.436704620 -0.531362667
#> [508,] -10.173582907 -0.490881363
#> [509,] -9.211631720 0.219434623
#> [510,] -9.873991352 -0.115417038
#> [511,] -9.940496947 -1.434342891
#> [512,] -9.023585894 -0.220468102
#> [513,] -9.023585894 -0.220468102
#> [514,] -10.031602977 0.334528334
#> [515,] -9.447522922 0.063879276
#> [516,] -9.447522922 0.063879276
#> [517,] -8.246591264 0.431110197
#> [518,] -8.246591264 0.431110197
#> [519,] -6.812406394 1.876144574
#> [520,] -6.415605477 2.202567538
#> [521,] -6.161865166 0.942091320
#> [522,] -7.312045686 0.670494604
#> [523,] -7.396459264 1.217002839
#> [524,] -6.520645846 1.957840993
#> [525,] -6.520645846 1.957840993
#> [526,] -7.556882108 1.928402424
#> [527,] -7.556882108 1.928402424
#> [528,] -8.542226024 0.437212678
#> [529,] -8.542226024 0.437212678
#> [530,] -8.613654663 1.389657285
#> [531,] -8.613654663 1.389657285
#> [532,] -10.303834950 0.444159629
#> [533,] -9.671210475 0.270120806
#> [534,] -9.671210475 0.270120806
#> [535,] -9.143715180 0.957203438
#> [536,] -9.537902183 1.482461074
#> [537,] -9.208831275 1.780580322
#> [538,] -8.613907404 2.889471218
#> [539,] -7.795614464 1.990943487
#> [540,] -7.795614464 1.990943487
#> [541,] -8.598532587 1.925655903
#> [542,] -8.598532587 1.925655903
#> [543,] -8.598532587 1.925655903
#> [544,] -8.598532587 1.925655903
#> [545,] -8.388940419 2.042807510
#> [546,] -7.290501084 2.713730550
#> [547,] -7.290501084 2.713730550
#> [548,] -6.078220130 1.462533710
#> [549,] -6.393900326 1.938841481
#> [550,] -4.810887105 2.536595701
#> [551,] -5.430546072 2.347963495
#> [552,] -5.430546072 2.347963495
#> [553,] -6.745463545 1.955254026
#> [554,] -6.745463545 1.955254026
#> [555,] -5.857273199 0.576340492
#> [556,] -6.185337870 0.649772887
#> [557,] -7.246933776 1.690691664
#> [558,] -6.825395537 1.892289170
#> [559,] -7.026488374 1.926193449
#> [560,] -7.026488374 1.926193449
#> [561,] -6.884649123 2.280066729
#> [562,] -8.021679857 2.000346971
#> [563,] -6.930248625 2.443643782
#> [564,] -6.412049548 2.251306568
#> [565,] -6.038836711 2.373075254
#> [566,] -4.891794639 2.746664189
#> [567,] -4.891794639 2.746664189
#> [568,] -5.083338216 3.018941210
#> [569,] -2.006250065 2.177167733
#> [570,] -2.078830056 3.209456137
#> [571,] -1.635824050 2.412796502
#> [572,] -2.215287314 4.087586136
#> [573,] -2.215287314 4.087586136
#> [574,] -2.215287314 4.087586136
#> [575,] -3.086594031 3.780087886
#> [576,] -3.086594031 3.780087886
#> [577,] -1.344642553 3.891655964
#> [578,] -0.150484249 4.804713112
#> [579,] -0.150484249 4.804713112
#> [580,] 0.035431618 3.479996859
#> [581,] 0.035431618 3.479996859
#> [582,] -0.499887962 4.858132678
#> [583,] -0.602416350 4.088240650
#> [584,] -0.940165302 4.002207043
#> [585,] -0.940165302 4.002207043
#> [586,] -0.940165302 4.002207043
#> [587,] -0.575460932 3.226807298
#> [588,] -0.026649646 2.687439499
#> [589,] 1.238305427 2.784333884
#> [590,] 2.885618248 3.625403232
#> [591,] 2.885618248 3.625403232
#> [592,] 4.076284903 3.577864149
#> [593,] 4.076284903 3.577864149
#> [594,] 3.762580618 3.291563999
#> [595,] 1.640125300 3.404702264
#> [596,] 1.640125300 3.404702264
#> [597,] 2.394957374 3.237051450
#> [598,] 0.890663166 2.953024995
#> [599,] 0.890663166 2.953024995
#> [600,] 0.911021420 2.854578015
#> [601,] 1.168663858 2.628339007
#> [602,] 0.590138956 2.459229959
#> [603,] 1.524361597 3.760607291
#> [604,] 3.122173232 3.120802213
#> [605,] 3.122173232 3.120802213
#> [606,] 2.617692499 3.522628913
#> [607,] 2.428416243 3.158651366
#> [608,] 2.654389580 2.643794243
#> [609,] 2.544930485 2.677770079
#> [610,] 2.848992562 2.201262545
#> [611,] 3.193542474 2.751101300
#> [612,] 3.287043757 2.384151879
#> [613,] 3.287043757 2.384151879
#> [614,] 3.093593867 2.114605209
#> [615,] 3.093593867 2.114605209
#> [616,] 3.093593867 2.114605209
#> [617,] 3.093593867 2.114605209
#> [618,] 4.221901225 2.549606953
#> [619,] 4.221901225 2.549606953
#> [620,] 4.572699094 2.599486674
#> [621,] 3.568365432 2.481680809
#> [622,] 3.568365432 2.481680809
#> [623,] 2.336250134 2.416621551
#> [624,] 2.336250134 2.416621551
#> [625,] 1.675902143 2.476495918
#> [626,] 2.171749967 3.776246887
#> [627,] 1.047330172 4.006157665
#> [628,] 2.299859291 3.796761964
#> [629,] 1.940307614 2.539305366
#> [630,] 1.902700193 3.082975480
#> [631,] 1.902700193 3.082975480
#> [632,] 1.902700193 3.082975480
#> [633,] 2.425610392 3.436376209
#> [634,] 3.632968950 3.674890903
#> [635,] 1.832915450 3.331008919
#> [636,] 1.832915450 3.331008919
#> [637,] 2.154101681 3.862511392
#> [638,] 1.541852025 3.573442643
#> [639,] 0.358564299 2.268018896
#> [640,] 0.358564299 2.268018896
#> [641,] 0.358564299 2.268018896
#> [642,] -0.349920454 3.743111355
#> [643,] -0.349920454 3.743111355
#> [644,] -0.755602944 3.604303777
#> [645,] -0.755602944 3.604303777
#> [646,] -0.631461358 3.996539919
#> [647,] -0.631461358 3.996539919
#> [648,] -0.616713056 4.017980764
#> [649,] -0.463940653 4.082306398
#> [650,] 0.743691528 4.114307782
#> [651,] 0.743691528 4.114307782
#> [652,] 0.576837161 3.886327163
#> [653,] 0.576837161 3.886327163
#> [654,] 0.576837161 3.886327163
#> [655,] 0.464933973 2.488138626
#> [656,] -1.333809144 1.531087548
#> [657,] -1.908749584 1.237194625
#> [658,] -1.908749584 1.237194625
#> [659,] -0.664744771 0.943268278
#> [660,] -0.664744771 0.943268278
#> [661,] -0.664744771 0.943268278
#> [662,] -0.664744771 0.943268278
#> [663,] -1.702110120 1.068070915
#> [664,] -1.702110120 1.068070915
#> [665,] -1.702110120 1.068070915
#> [666,] -2.206469013 0.661161290
#> [667,] -1.955925017 0.957218601
#> [668,] -2.311023875 1.833422338
#> [669,] -2.311023875 1.833422338
#> [670,] -2.138086711 1.070177298
#> [671,] -1.799872355 0.983642991
#> [672,] -0.608123150 1.616476559
#> [673,] -0.608123150 1.616476559
#> [674,] -0.625655272 1.225812355
#> [675,] -0.625655272 1.225812355
#> [676,] -0.205870126 2.937473575
#> [677,] -1.307767412 3.468977481
#> [678,] -1.307767412 3.468977481
#> [679,] -1.307767412 3.468977481
#> [680,] -1.307767412 3.468977481
#> [681,] -2.650266429 2.398405970
#> [682,] -2.171737667 4.068265543
#> [683,] -2.144319294 4.297119254
#> [684,] -2.719628752 4.372016807
#> [685,] -3.104454697 2.216273891
#> [686,] -3.104454697 2.216273891
#> [687,] -3.104454697 2.216273891
#> [688,] -3.229696421 1.457179125
#> [689,] -2.556295021 1.456134707
#> [690,] -2.556295021 1.456134707
#> [691,] -2.556295021 1.456134707
#> [692,] -3.105037097 2.138526138
#> [693,] -3.105037097 2.138526138
#> [694,] -2.658365211 1.809413889
#> [695,] -2.727926008 2.325035883
#> [696,] -1.940888565 2.766595501
#> [697,] -1.360613812 2.172416007
#> [698,] 1.478652420 3.134235167
#> [699,] 2.747157158 2.854130776
#> [700,] 0.941629628 3.032514008
#> [701,] 0.941629628 3.032514008
#> [702,] 0.941629628 3.032514008
#> [703,] 2.568191885 3.342422354
#> [704,] 2.126715434 3.096394225
#> [705,] 2.233271238 2.697568733
#> [706,] 2.012211466 2.885274892
#> [707,] 2.470087850 4.029033004
#> [708,] 3.335626087 3.598439914
#> [709,] 2.205579113 2.142231877
#> [710,] 2.205579113 2.142231877
#> [711,] 2.205579113 2.142231877
#> [712,] 1.911814866 1.865242873
#> [713,] 1.911814866 1.865242873
#> [714,] 1.911814866 1.865242873
#> [715,] 2.166349949 1.487688744
#> [716,] 3.527911925 3.393644500
#> [717,] 2.962356929 3.113893431
#> [718,] 3.503187288 4.570751402
#> [719,] 2.922295907 4.689929087
#> [720,] 2.036164933 4.395101302
#> [721,] 2.036164933 4.395101302
#> [722,] 2.036164933 4.395101302
#> [723,] 2.317428985 2.395099190
#> [724,] 2.201420278 3.299620335
#> [725,] 1.562316767 3.097948492
#> [726,] -0.224882873 2.031396713
#> [727,] 1.158243029 2.281764514
#> [728,] -0.487874800 2.158160445
#> [729,] -0.742777641 2.727737513
#> [730,] -2.425651033 2.863612941
#> [731,] -0.994082805 3.499879970
#> [732,] -1.185606041 3.059265078
#> [733,] -1.834131297 2.475447566
#> [734,] -2.487053586 2.321302894
#> [735,] -2.487053586 2.321302894
#> [736,] -2.487053586 2.321302894
#> [737,] -2.053080924 2.859284083
#> [738,] -1.282344980 1.570297859
#> [739,] -1.282344980 1.570297859
#> [740,] -1.655598816 1.653645072
#> [741,] -1.655598816 1.653645072
#> [742,] -2.075699551 2.700850496
#> [743,] -2.075699551 2.700850496
#> [744,] -2.075699551 2.700850496
#> [745,] -0.746523624 3.843156338
#> [746,] -0.249073263 2.828869693
#> [747,] -0.249073263 2.828869693
#> [748,] -0.132713115 4.255435281
#> [749,] -0.132713115 4.255435281
#> [750,] -0.110966315 4.573060101
#> [751,] -0.460935340 5.317241972
#> [752,] -0.460935340 5.317241972
#> [753,] -0.557548541 5.330454819
#> [754,] -0.557548541 5.330454819
#> [755,] -0.557548541 5.330454819
#> [756,] -0.557548541 5.330454819
#> [757,] -0.557548541 5.330454819
#> [758,] -0.922571337 5.255665401
#> [759,] -0.583756905 4.935792048
#> [760,] -0.583756905 4.935792048
#> [761,] -0.771201348 5.079213083
#> [762,] -1.483383428 3.716556414
#> [763,] -1.022757792 3.089108746
#> [764,] -1.022757792 3.089108746
#> [765,] -1.022757792 3.089108746
#> [766,] -1.511800334 2.336408613
#> [767,] -1.092623953 2.917925503
#> [768,] -1.621352421 1.705610380
#> [769,] -2.156963613 2.206709566
#> [770,] -3.718313878 2.905083785
#> [771,] -3.718313878 2.905083785
#> [772,] -2.243190308 2.856685400
#> [773,] -1.705836957 3.142255126
#> [774,] -2.891498632 2.164967007
#> [775,] -3.144305095 3.156018056
#> [776,] -3.116050495 2.467972142
#> [777,] -3.077945384 2.037736928
#> [778,] -4.340805379 2.930934025
#> [779,] -3.561132222 3.351771683
#> [780,] -3.542475552 3.680592884
#> [781,] -3.542475552 3.680592884
#> [782,] -3.542475552 3.680592884
#> [783,] -3.887634955 3.715953779
#> [784,] -3.694008127 4.137459078
#> [785,] -3.151018989 3.088641197
#> [786,] -2.100454875 2.504209289
#> [787,] -1.272910128 3.639199674
#> [788,] -1.272910128 3.639199674
#> [789,] -2.114319915 3.241529887
#> [790,] -2.883843763 3.695586908
#> [791,] -2.924585681 4.554224604
#> [792,] -3.811036870 5.222816909
#> [793,] -3.655411285 4.360774521
#> [794,] -3.233244291 3.697658789
#> [795,] -3.233244291 3.697658789
#> [796,] -4.449117622 3.650396047
#> [797,] -2.210192803 3.345842094
#> [798,] -2.210192803 3.345842094
#> [799,] -2.083012125 3.506694100
#> [800,] -3.007410230 3.134616910
#> [801,] -2.430064250 1.276143378
#> [802,] -2.596310434 1.396361912
#> [803,] -2.497667683 1.550881659
#> [804,] -3.099969290 1.232673575
#> [805,] -3.099969290 1.232673575
#> [806,] -2.834639026 1.549828216
#> [807,] -4.736665312 -0.202433750
#> [808,] -5.520024587 -0.220520870
#> [809,] -5.230642286 0.060936203
#> [810,] -5.230642286 0.060936203
#> [811,] -5.343755086 0.364386336
#> [812,] -5.388673701 1.765729363
#> [813,] -6.548522072 2.240136101
#> [814,] -7.325072647 2.487437468
#> [815,] -7.425926750 1.963136847
#> [816,] -7.425926750 1.963136847
#> [817,] -7.687239968 2.933254042
#> [818,] -7.385914288 3.370936096
#> [819,] -7.385914288 3.370936096
#> [820,] -7.385914288 3.370936096
#> [821,] -5.716747309 3.244588781
#> [822,] -5.716747309 3.244588781
#> [823,] -5.217900582 3.456838281
#> [824,] -5.217900582 3.456838281
#> [825,] -5.217900582 3.456838281
#> [826,] -5.217900582 3.456838281
#> [827,] -3.866010368 4.355467671
#> [828,] -3.866010368 4.355467671
#> [829,] -3.866010368 4.355467671
#> [830,] -4.843259521 4.095530526
#> [831,] -6.506316222 3.374894378
#> [832,] -5.970191210 3.991767866
#> [833,] -5.069870310 4.251589354
#> [834,] -4.385136775 3.641033011
#> [835,] -4.385136775 3.641033011
#> [836,] -3.278467489 3.985094761
#> [837,] -4.133716367 4.014413066
#> [838,] -3.695494573 2.799521835
#> [839,] -4.395871585 2.634642906
#> [840,] -4.618760303 2.134318212
#> [841,] -4.618760303 2.134318212
#> [842,] -3.776316550 3.398412395
#> [843,] -3.776316550 3.398412395
#> [844,] -2.809458789 2.917881611
#> [845,] -1.773308550 3.209350926
#> [846,] -1.220572187 2.340615120
#> [847,] -1.650571174 1.393786406
#> [848,] -1.270740157 1.378114548
#> [849,] -1.196904068 2.238976590
#> [850,] -0.783470802 2.139781324
#> [851,] -0.783470802 2.139781324
#> [852,] -1.879149516 2.737617040
#> [853,] -2.121076232 2.657804005
#> [854,] -0.701087832 3.159617913
#> [855,] -1.669920033 1.939587496
#> [856,] -2.030817602 1.257265750
#> [857,] -2.030817602 1.257265750
#> [858,] -2.030817602 1.257265750
#> [859,] -0.579103880 2.643218451
#> [860,] -0.579103880 2.643218451
#> [861,] -0.818329473 3.613615473
#> [862,] -0.818329473 3.613615473
#> [863,] -0.818329473 3.613615473
#> [864,] -0.818329473 3.613615473
#> [865,] 1.085923452 3.750001446
#> [866,] 1.802980640 4.155858344
#> [867,] 2.241739165 3.197190879
#> [868,] 2.777223155 2.718066783
#> [869,] 2.777223155 2.718066783
#> [870,] 2.777223155 2.718066783
#> [871,] 2.137469097 2.605730608
#> [872,] 1.483283269 2.234640911
#> [873,] 2.164669345 1.392709631
#> [874,] 1.867307978 1.157274466
#> [875,] 1.867307978 1.157274466
#> [876,] -0.320466530 1.858248472
#> [877,] 0.681668609 2.547207230
#> [878,] 0.692810788 3.745224569
#> [879,] 1.509730777 2.612897790
#> [880,] 2.296666314 3.012781735
#> [881,] 4.687310129 2.316202682
#> [882,] 5.265686949 2.429389631
#> [883,] 6.072011640 1.689364876
#> [884,] 5.058262720 1.184562018
#> [885,] 4.760964362 2.227927378
#> [886,] 5.893389138 3.183325896
#> [887,] 5.893389138 3.183325896
#> [888,] 6.364183361 3.518164022
#> [889,] 6.364183361 3.518164022
#> [890,] 6.364183361 3.518164022
#> [891,] 6.512070991 3.853887043
#> [892,] 6.817169734 2.927887244
#> [893,] 6.309804550 3.070647611
#> [894,] 6.096832716 3.558197425
#> [895,] 6.096832716 3.558197425
#> [896,] 5.679020068 3.645852383
#> [897,] 5.679020068 3.645852383
#> [898,] 4.884772718 3.285491823
#> [899,] 3.949979830 2.966955146
#> [900,] 3.929227611 3.900826184
#> [901,] 4.941537442 4.494653915
#> [902,] 7.222932359 3.452368612
#> [903,] 7.222932359 3.452368612
#> [904,] 6.943784422 3.528790743
#> [905,] 6.943784422 3.528790743
#> [906,] 7.287796933 2.698467362
#> [907,] 8.179282346 3.154333771
#> [908,] 8.179282346 3.154333771
#> [909,] 8.349850239 3.077740628
#> [910,] 7.296536103 4.918073268
#> [911,] 8.195530328 3.965045995
#> [912,] 8.195530328 3.965045995
#> [913,] 7.328074166 4.016338612
#> [914,] 6.982846176 1.542787124
#> [915,] 6.982846176 1.542787124
#> [916,] 6.982846176 1.542787124
#> [917,] 6.982846176 1.542787124
#> [918,] 7.068807147 1.746994213
#> [919,] 7.462016461 0.895152415
#> [920,] 6.183182183 0.575173596
#> [921,] 6.206051869 2.017866610
#> [922,] 6.095932376 0.966290794
#> [923,] 6.095932376 0.966290794
#> [924,] 5.656616459 2.434440005
#> [925,] 4.425882947 1.072228541
#> [926,] 5.176969501 0.995372286
#> [927,] 4.467217306 1.832409133
#> [928,] 4.467217306 1.832409133
#> [929,] 5.690668258 1.844143886
#> [930,] 4.874861090 2.060218683
#> [931,] 4.874861090 2.060218683
#> [932,] 4.874861090 2.060218683
#> [933,] 4.779255783 2.061075371
#> [934,] 5.430686506 2.551280935
#> [935,] 4.766675275 2.902523172
#> [936,] 4.766675275 2.902523172
#> [937,] 3.761813521 1.507147593
#> [938,] 4.509887651 2.863663040
#> [939,] 3.188106381 3.919245401
#> [940,] 3.188106381 3.919245401
#> [941,] 3.188106381 3.919245401
#> [942,] 4.814049652 3.287510947
#> [943,] 6.182456050 1.748053644
#> [944,] 6.182456050 1.748053644
#> [945,] 6.182456050 1.748053644
#> [946,] 6.182456050 1.748053644
#> [947,] 6.182456050 1.748053644
#> [948,] 6.558302779 2.153466881
#> [949,] 7.201207831 1.633166525
#> [950,] 5.991729512 1.407608574
#> [951,] 6.446580649 1.130444097
#> [952,] 6.744874162 1.306314126
#> [953,] 6.744874162 1.306314126
#> [954,] 8.428755864 -0.418722499
#> [955,] 8.732128904 -0.270568128
#> [956,] 7.465765845 -0.520696008
#> [957,] 7.072675491 -1.230078325
#> [958,] 8.430643048 -0.229149879
#> [959,] 9.439465284 1.363641305
#> [960,] 8.873195500 1.323548098
#> [961,] 7.908399026 1.265155738
#> [962,] 9.052022569 -0.116557885
#> [963,] 9.052022569 -0.116557885
#> [964,] 9.267232676 0.683791729
#> [965,] 8.319965546 1.495181269
#> [966,] 9.825213743 1.076033398
#> [967,] 8.873915705 0.756018934
#> [968,] 9.455071689 1.183494978
#> [969,] 10.301233956 0.335433110
#> [970,] 11.003976605 -1.208364388
#> [971,] 11.003976605 -1.208364388
#> [972,] 12.244391889 -1.579958433
#> [973,] 12.090284929 -1.622557867
#> [974,] 12.090284929 -1.622557867
#> [975,] 12.090284929 -1.622557867
#> [976,] 12.244953494 -2.941619970
#> [977,] 13.494125551 -3.657058509
#> [978,] 12.281427496 -2.285712887
#> [979,] 12.634049050 -3.513017327
#> [980,] 13.330040724 -2.712946951
#> [981,] 12.376375451 -2.380441098
#> [982,] 13.336543595 -2.526106765
#> [983,] 13.336543595 -2.526106765
#> [984,] 12.878411058 -0.787675232
#> [985,] 12.651010947 -1.798459080
#> [986,] 12.651010947 -1.798459080
#> [987,] 13.059676213 -0.973165220
#> [988,] 13.182660187 -1.967259061
#> [989,] 13.182660187 -1.967259061
#> [990,] 13.278225106 -1.029897324
#> [991,] 12.635347112 -1.307623060
#> [992,] 11.955968835 -1.921321313
#> [993,] 11.955968835 -1.921321313
#> [994,] 11.955968835 -1.921321313
#> [995,] 11.955968835 -1.921321313
#> [996,] 13.069252356 -2.358385165
#> [997,] 13.069252356 -2.358385165
#> [998,] 13.069252356 -2.358385165
#> [999,] 12.529792459 -2.806131703
#> [1000,] 12.193541791 -2.448335176
#> [1001,] 12.193541791 -2.448335176
#> [1002,] 12.579536755 -3.287177807
#> [1003,] 13.313391458 -3.438147464
#> [1004,] 12.688676493 -3.262274882
#> [1005,] 13.140993085 -4.003532927
#> [1006,] 13.140993085 -4.003532927
#> [1007,] 13.140993085 -4.003532927
#> [1008,] 13.021631773 -2.359534302
#> [1009,] 13.073091831 -2.233081099
#> [1010,] 12.724579430 -2.778551751
#> [1011,] 12.287704331 -2.662093300
#> [1012,] 12.633566989 -3.455425674
#> [1013,] 12.633566989 -3.455425674
#> [1014,] 12.635921929 -1.985219390
#> [1015,] 12.165414479 -1.020569700
#> [1016,] 12.165414479 -1.020569700
#> [1017,] 10.264231919 -1.650019353
#> [1018,] 10.379157384 -0.902998053
#> [1019,] 11.533729904 0.232616745
#> [1020,] 11.845099625 0.659060549
#> [1021,] 12.231407053 0.255033546
#> [1022,] 12.231407053 0.255033546
#> [1023,] 11.478394420 -0.695615400
#> [1024,] 11.478394420 -0.695615400
#> [1025,] 11.478394420 -0.695615400
#> [1026,] 11.478394420 -0.695615400
#> [1027,] 11.804501243 -2.163009337
#> [1028,] 11.804501243 -2.163009337
#> [1029,] 11.804501243 -2.163009337
#> [1030,] 11.804501243 -2.163009337
#> [1031,] 11.452105500 -0.064298246
#> [1032,] 11.568374756 -1.899363560
#> [1033,] 11.757960729 -1.940534300
#> [1034,] 11.979753742 -1.990385603
#> [1035,] 12.464388797 -3.143610035
#> [1036,] 12.464388797 -3.143610035
#> [1037,] 12.464388797 -3.143610035
#> [1038,] 12.136696418 -2.998368774
#> [1039,] 11.528294882 -3.108183416
#> [1040,] 10.497651241 -2.343448441
#> [1041,] 11.926042190 -2.133535686
#> [1042,] 10.818689245 -2.761418475
#> [1043,] 12.255050522 -2.110015734
#> [1044,] 12.255050522 -2.110015734
#> [1045,] 12.255050522 -2.110015734
#> [1046,] 12.300582880 -3.559445434
#> [1047,] 12.575126865 -2.565991019
#> [1048,] 11.846641820 -2.114039385
#> [1049,] 11.291418982 -1.459362168
#> [1050,] 11.473929288 -1.549171843
#> [1051,] 11.046529441 -1.363631526
#> [1052,] 11.899924121 -1.558530888
#> [1053,] 12.628357364 0.255524023
#> [1054,] 12.628357364 0.255524023
#> [1055,] 13.693015517 -2.237087550
#> [1056,] 12.956128766 -2.367084101
#> [1057,] 13.292107064 -2.614627459
#> [1058,] 13.419710232 -2.985520195
#> [1059,] 13.419710232 -2.985520195
#> [1060,] 14.518954783 -2.931985653
#> [1061,] 13.992304220 -2.573585445
#> [1062,] 14.105299561 -2.942347053
#> [1063,] 14.105299561 -2.942347053
#> [1064,] 14.223477621 -2.419625874
#> [1065,] 14.184576658 -2.747077487
#> [1066,] 14.184576658 -2.747077487
#> [1067,] 12.803908086 -2.374442683
#> [1068,] 12.169550274 -1.511731856
#> [1069,] 12.169550274 -1.511731856
#> [1070,] 12.169550274 -1.511731856
#> [1071,] 12.751566179 -3.069490311
#> [1072,] 12.751566179 -3.069490311
#> [1073,] 12.167175769 -2.372949181
#> [1074,] 14.483025070 -2.754548057
#> [1075,] 14.483025070 -2.754548057
#> [1076,] 14.483025070 -2.754548057
#> [1077,] 14.263300284 -2.370556710
#> [1078,] 14.263300284 -2.370556710
#> [1079,] 14.725273259 -2.897239432
#> [1080,] 14.725273259 -2.897239432
#> [1081,] 14.017577039 -2.076881128
#> [1082,] 14.017577039 -2.076881128
#> [1083,] 14.017577039 -2.076881128
#> [1084,] 13.940784080 -2.446673064
#> [1085,] 12.872612477 -2.498960208
#> [1086,] 12.872612477 -2.498960208
#> [1087,] 13.322616663 -2.149342389
#> [1088,] 13.322616663 -2.149342389
#> [1089,] 13.322616663 -2.149342389
#> [1090,] 14.150485961 -3.517455199
#> [1091,] 15.135083558 -4.056460198
#> [1092,] 15.382433826 -3.548631968
#> [1093,] 16.244819275 -4.161479947
#> [1094,] 17.881359842 -4.987000458
#> [1095,] 17.881359842 -4.987000458
#> [1096,] 16.677368492 -6.541566291
#> [1097,] 16.435131912 -5.067003315
#> [1098,] 17.199133833 -5.831223337
#> [1099,] 17.199133833 -5.831223337
#> [1100,] 17.199133833 -5.831223337
#> [1101,] 16.958749776 -4.783365743
#> [1102,] 17.490957024 -6.080296558
#> [1103,] 17.212633570 -6.733478669
#> [1104,] 16.460896255 -5.290158462
#> [1105,] 16.460896255 -5.290158462
#> [1106,] 15.840304599 -5.483660477
#> [1107,] 17.408396455 -5.518802984
#> [1108,] 17.408396455 -5.518802984
#> [1109,] 17.408396455 -5.518802984
#> [1110,] 18.445258495 -5.484090705
#> [1111,] 18.547947349 -5.406254945
#> [1112,] 17.939841719 -6.774962806
#> [1113,] 17.972009199 -6.619105904
#> [1114,] 18.520891931 -7.969803961
#> [1115,] 18.520891931 -7.969803961
#> [1116,] 18.555217813 -6.905855591
#> [1117,] 18.555217813 -6.905855591
#> [1118,] 18.801516650 -6.848705675
#> [1119,] 18.801516650 -6.848705675
#> [1120,] 17.300736253 -5.622138664
#> [1121,] 16.777870069 -6.253228952
#> [1122,] 16.601391117 -5.496914084
#> [1123,] 16.601391117 -5.496914084
#> [1124,] 16.601391117 -5.496914084
#> [1125,] 15.713777281 -3.829850803
#> [1126,] 15.716006898 -3.679103124
#> [1127,] 16.020307529 -4.413659732
#> [1128,] 14.630009490 -4.297864008
#> [1129,] 14.569936907 -4.224959319
#> [1130,] 15.381390253 -4.191472415
#> [1131,] 14.901298885 -4.512286443
#> [1132,] 14.901298885 -4.512286443
#> [1133,] 14.901298885 -4.512286443
#> [1134,] 14.901298885 -4.512286443
#> [1135,] 16.146937536 -5.548453331
#> [1136,] 14.917573129 -5.297127435
#> [1137,] 15.985093298 -5.035359611
#> [1138,] 15.223921237 -4.205847029
#> [1139,] 15.223921237 -4.205847029
#> [1140,] 17.224562937 -4.960652854
#> [1141,] 17.171988989 -4.897487021
#> [1142,] 17.658403278 -5.754731484
#> [1143,] 17.658403278 -5.754731484
#> [1144,] 17.658403278 -5.754731484
#> [1145,] 15.590466612 -4.674904908
#> [1146,] 15.265611193 -3.509540488
#> [1147,] 15.265611193 -3.509540488
#> [1148,] 13.821644020 -3.477386411
#> [1149,] 13.821644020 -3.477386411
#> [1150,] 13.821644020 -3.477386411
#> [1151,] 13.438012580 -4.423457393
#> [1152,] 13.996387539 -4.124754991
#> [1153,] 14.704005397 -2.155991760
#> [1154,] 14.557997449 -1.825521324
#> [1155,] 13.237672376 -0.511767538
#> [1156,] 13.518863561 -0.622579998
#> [1157,] 13.801049053 -1.679786112
#> [1158,] 13.801049053 -1.679786112
#> [1159,] 13.754868249 -1.460253556
#> [1160,] 13.548192981 -1.385306236
#> [1161,] 12.513830088 -1.214948532
#> [1162,] 12.513830088 -1.214948532
#> [1163,] 13.161011832 -1.140737735
#> [1164,] 13.194886533 -1.790494294
#> [1165,] 13.194886533 -1.790494294
#> [1166,] 13.194886533 -1.790494294
#> [1167,] 13.194886533 -1.790494294
#> [1168,] 14.078159837 -3.503695757
#> [1169,] 14.078159837 -3.503695757
#> [1170,] 15.022171962 -3.666805912
#> [1171,] 15.022171962 -3.666805912
#> [1172,] 14.004267315 -3.987331461
#> [1173,] 15.324299577 -3.553619235
#> [1174,] 15.324299577 -3.553619235
#> [1175,] 14.861005612 -2.978565274
#> [1176,] 15.429884356 -5.081192083
#> [1177,] 15.429884356 -5.081192083
#> [1178,] 15.429884356 -5.081192083
#> [1179,] 15.703183827 -4.175299342
#> [1180,] 16.170773136 -5.003494719
#> [1181,] 16.170773136 -5.003494719
#> [1182,] 16.170773136 -5.003494719
#> [1183,] 16.170773136 -5.003494719
#> [1184,] 16.170773136 -5.003494719
#> [1185,] 16.170773136 -5.003494719
#> [1186,] 16.170773136 -5.003494719
#> [1187,] 15.290413843 -3.467072590
#> [1188,] 15.290413843 -3.467072590
#> [1189,] 15.290413843 -3.467072590
#> [1190,] 15.290413843 -3.467072590
#> [1191,] 16.853383316 -5.028253214
#> [1192,] 16.853383316 -5.028253214
#> [1193,] 17.372471610 -4.579148772
#> [1194,] 16.667476278 -3.452252202
#> [1195,] 17.720196936 -4.000507813
#> [1196,] 18.299293986 -5.038397823
#> [1197,] 18.299293986 -5.038397823
#> [1198,] 18.299293986 -5.038397823
#> [1199,] 18.299293986 -5.038397823
#> [1200,] 18.299293986 -5.038397823
#> [1201,] 17.493057333 -5.453129678
#> [1202,] 17.493057333 -5.453129678
#> [1203,] 17.426326203 -6.359355505
#> [1204,] 17.426326203 -6.359355505
#> [1205,] 17.426326203 -6.359355505
#> [1206,] 17.426326203 -6.359355505
#> [1207,] 17.426326203 -6.359355505
#> [1208,] 17.847247293 -7.159686770
#> [1209,] 17.847247293 -7.159686770
#> [1210,] 17.847247293 -7.159686770
#> [1211,] 17.847247293 -7.159686770
#> [1212,] 17.831442381 -8.182976326
#> [1213,] 18.247855870 -7.291001681
#> [1214,] 18.247855870 -7.291001681
#> [1215,] 19.299544692 -6.420320957
#> [1216,] 19.016914090 -6.900605955
#> [1217,] 19.283566798 -7.115292131
#> [1218,] 18.857378549 -9.366695859
#> [1219,] 20.868113154 -8.209033105
#> [1220,] 20.868113154 -8.209033105
#> [1221,] 21.823073307 -8.970508597
#> [1222,] 21.823073307 -8.970508597
#> [1223,] 21.823073307 -8.970508597
#> [1224,] 20.346527602 -8.040815034
#> [1225,] 20.321212692 -9.250737536
#> [1226,] 19.187836766 -9.407115855
#> [1227,] 19.728704408 -10.307037998
#> [1228,] 20.215787039 -10.361674951
#> [1229,] 20.215787039 -10.361674951
#> [1230,] 20.215787039 -10.361674951
#> [1231,] 20.275934082 -10.091919251
#> [1232,] 20.275934082 -10.091919251
#> [1233,] 20.942253844 -9.658527109
#> [1234,] 20.942253844 -9.658527109
#> [1235,] 20.942253844 -9.658527109
#> [1236,] 20.942253844 -9.658527109
#> [1237,] 20.829438283 -9.985675848
#> [1238,] 21.492966281 -10.801874590
#> [1239,] 21.937771785 -10.645370402
#> [1240,] 21.874728156 -10.778204232
#> [1241,] 22.190967858 -10.873195913
#> [1242,] 20.802299031 -10.435981708
#> [1243,] 20.802299031 -10.435981708
#> [1244,] 21.614834020 -10.160939114
#> [1245,] 22.302185801 -11.125546800
#> [1246,] 21.456023089 -11.260187845
#> [1247,] 22.790562847 -12.211326260
#> [1248,] 22.790562847 -12.211326260
#> [1249,] 22.790562847 -12.211326260
#> [1250,] 22.844018567 -12.336472569
#> [1251,] 23.635809835 -13.299537906
#> [1252,] 24.225415891 -14.114505227
#> [1253,] 23.730173734 -13.617888586
#> [1254,] 23.730173734 -13.617888586
#> [1255,] 23.550777989 -14.040651218
#> [1256,] 23.247429767 -13.861383179
#> [1257,] 22.200323394 -13.570443001
#> [1258,] 22.200323394 -13.570443001
#> [1259,] 22.200323394 -13.570443001
#> [1260,] 22.200323394 -13.570443001
#> [1261,] 21.573169789 -13.124796743
#> [1262,] 22.240678628 -11.751920597
#> [1263,] 22.240678628 -11.751920597
#> [1264,] 22.240678628 -11.751920597
#> [1265,] 21.930088274 -11.903383345
#> [1266,] 22.342619169 -11.564377128
#> [1267,] 22.342619169 -11.564377128
#> [1268,] 21.211577979 -10.965308985
#> [1269,] 22.106922095 -11.536339328
#> [1270,] 22.106922095 -11.536339328
#> [1271,] 21.794719887 -11.622771217
#> [1272,] 20.752311533 -10.882805680
#> [1273,] 21.664725866 -10.785020569
#> [1274,] 21.153305560 -10.209413842
#> [1275,] 19.818098549 -8.917487345
#> [1276,] 19.818098549 -8.917487345
#> [1277,] 19.106797500 -8.682521181
#> [1278,] 19.106797500 -8.682521181
#> [1279,] 19.763489761 -7.787727497
#> [1280,] 19.763489761 -7.787727497
#> [1281,] 19.763489761 -7.787727497
#> [1282,] 20.795492467 -9.370604082
#> [1283,] 20.795492467 -9.370604082
#> [1284,] 20.880186385 -9.695669590
#> [1285,] 20.644417686 -10.155586638
#> [1286,] 20.644417686 -10.155586638
#> [1287,] 21.178749339 -9.236433908
#> [1288,] 20.697730033 -11.027494510
#> [1289,] 20.697730033 -11.027494510
#> [1290,] 19.509762637 -8.778663396
#> [1291,] 19.509762637 -8.778663396
#> [1292,] 19.509762637 -8.778663396
#> [1293,] 19.509762637 -8.778663396
#> [1294,] 19.509762637 -8.778663396
#> [1295,] 19.758582055 -9.425756394
#> [1296,] 20.701588476 -10.324144068
#> [1297,] 20.139511176 -9.090066424
#> [1298,] 20.254884181 -9.233327777
#> [1299,] 19.720851698 -8.023830400
#> [1300,] 19.594708371 -8.165573810
#> [1301,] 19.594708371 -8.165573810
#> [1302,] 19.414715347 -7.188717425
#> [1303,] 19.414715347 -7.188717425
#> [1304,] 19.224876048 -8.278027042
#> [1305,] 18.199677497 -8.321929047
#> [1306,] 17.679378935 -8.374173475
#> [1307,] 18.115020437 -6.329079421
#> [1308,] 17.689483198 -6.071603760
#> [1309,] 17.095320050 -6.637507550
#> [1310,] 17.095320050 -6.637507550
#> [1311,] 17.596858688 -6.698030803
#> [1312,] 17.763514212 -7.222315587
#> [1313,] 16.156937122 -5.129541206
#> [1314,] 16.156937122 -5.129541206
#> [1315,] 16.156937122 -5.129541206
#> [1316,] 16.156937122 -5.129541206
#> [1317,] 16.156937122 -5.129541206
#> [1318,] 16.057198453 -5.043544750
#> [1319,] 16.057198453 -5.043544750
#> [1320,] 16.648355605 -4.251031518
#> [1321,] 15.498617952 -3.984071594
#> [1322,] 15.547713355 -4.016871642
#> [1323,] 14.498036133 -3.347010795
#> [1324,] 14.498036133 -3.347010795
#> [1325,] 15.624613083 -3.711093713
#> [1326,] 14.512709295 -3.089882544
#> [1327,] 14.512709295 -3.089882544
#> [1328,] 13.444079566 -2.833942260
#> [1329,] 14.664820631 -2.499517740
#> [1330,] 14.374499301 -3.744767325
#> [1331,] 14.124672525 -3.030559305
#> [1332,] 14.124672525 -3.030559305
#> [1333,] 12.855815032 -1.708542355
#> [1334,] 13.685160745 -2.013678597
#> [1335,] 14.323945804 -1.872158318
#> [1336,] 14.199708153 -2.565374403
#> [1337,] 14.199708153 -2.565374403
#> [1338,] 14.199708153 -2.565374403
#> [1339,] 14.155739890 -3.495255003
#> [1340,] 14.155739890 -3.495255003
#> [1341,] 14.155739890 -3.495255003
#> [1342,] 13.992624082 -2.219989658
#> [1343,] 13.363160921 -2.271337966
#> [1344,] 13.667561277 -2.163870580
#> [1345,] 15.130618813 -3.664972132
#> [1346,] 15.130618813 -3.664972132
#> [1347,] 14.976464903 -4.728676701
#> [1348,] 14.976464903 -4.728676701
#> [1349,] 16.022316949 -4.155757417
#> [1350,] 15.733137559 -3.643852843
#> [1351,] 15.733137559 -3.643852843
#> [1352,] 15.733137559 -3.643852843
#> [1353,] 14.925655382 -4.199840233
#> [1354,] 16.546444505 -4.307288385
#> [1355,] 15.226404266 -5.119215911
#> [1356,] 17.429440710 -5.790262539
#> [1357,] 17.429440710 -5.790262539
#> [1358,] 17.429440710 -5.790262539
#> [1359,] 16.161937193 -5.759044093
#> [1360,] 16.161937193 -5.759044093
#> [1361,] 16.161937193 -5.759044093
#> [1362,] 17.013246445 -5.329135813
#> [1363,] 16.560237556 -5.975530937
#> [1364,] 16.240773999 -5.501924774
#> [1365,] 16.484617039 -5.444730683
#> [1366,] 16.484617039 -5.444730683
#> [1367,] 16.679761623 -5.032606604
#> [1368,] 15.885440588 -4.731822210
#> [1369,] 15.885440588 -4.731822210
#> [1370,] 15.885440588 -4.731822210
#> [1371,] 15.212431225 -5.414318825
#> [1372,] 15.319287964 -4.928123105
#> [1373,] 14.754004776 -4.758051939
#> [1374,] 14.546233797 -3.850770528
#> [1375,] 14.546233797 -3.850770528
#> [1376,] 14.230505259 -4.857103611
#> [1377,] 14.205723343 -4.814371404
#> [1378,] 12.617816489 -3.797433302
#> [1379,] 12.635258009 -3.612604771
#> [1380,] 12.770112436 -2.950606995
#> [1381,] 13.081132648 -2.676188245
#> [1382,] 15.549873930 -3.239731679
#> [1383,] 15.549873930 -3.239731679
#> [1384,] 15.431853896 -3.594053523
#> [1385,] 15.431853896 -3.594053523
#> [1386,] 16.876590388 -4.131852669
#> [1387,] 18.606129772 -6.977249956
#> [1388,] 18.321068934 -7.748145949
#> [1389,] 18.321068934 -7.748145949
#> [1390,] 18.321068934 -7.748145949
#> [1391,] 18.745596162 -7.308863232
#> [1392,] 18.745596162 -7.308863232
#> [1393,] 18.745596162 -7.308863232
#> [1394,] 18.312111389 -7.087731612
#> [1395,] 18.312111389 -7.087731612
#> [1396,] 18.312111389 -7.087731612
#> [1397,] 19.292360906 -8.093914686
#> [1398,] 18.626275404 -9.183568914
#> [1399,] 19.704486817 -10.342944256
#> [1400,] 19.704486817 -10.342944256
#> [1401,] 20.884068130 -8.977610413
#> [1402,] 20.884068130 -8.977610413
#> [1403,] 20.884068130 -8.977610413
#> [1404,] 20.884068130 -8.977610413
#> [1405,] 20.450735085 -8.950213843
#> [1406,] 20.134183817 -8.439742599
#> [1407,] 20.134183817 -8.439742599
#> [1408,] 20.134183817 -8.439742599
#> [1409,] 20.134183817 -8.439742599
#> [1410,] 20.549616321 -8.487846882
#> [1411,] 20.892405457 -9.221298458
#> [1412,] 20.752984030 -10.546496116
#> [1413,] 20.752984030 -10.546496116
#> [1414,] 20.752984030 -10.546496116
#> [1415,] 21.428576769 -9.631734356
#> [1416,] 21.428576769 -9.631734356
#> [1417,] 21.902534780 -10.182973985
#> [1418,] 21.442010207 -9.436636003
#> [1419,] 21.096867894 -10.259804811
#> [1420,] 21.096867894 -10.259804811
#> [1421,] 21.096867894 -10.259804811
#> [1422,] 21.096867894 -10.259804811
#> [1423,] 20.463041279 -10.246732361
#> [1424,] 20.463041279 -10.246732361
#> [1425,] 21.101942438 -9.666338347
#> [1426,] 20.729378279 -9.401792482
#> [1427,] 21.059445243 -10.059686438
#> [1428,] 21.650400284 -10.765327182
#> [1429,] 21.098414497 -9.824136166
#> [1430,] 21.098414497 -9.824136166
#> [1431,] 21.098414497 -9.824136166
#> [1432,] 20.510822051 -10.254607611
#> [1433,] 20.917814577 -9.151333703
#> [1434,] 20.917814577 -9.151333703
#> [1435,] 19.983138864 -8.632403424
#> [1436,] 19.983138864 -8.632403424
#> [1437,] 19.983138864 -8.632403424
#> [1438,] 20.257630259 -9.255135352
#> [1439,] 19.985785342 -8.461811977
#> [1440,] 20.343630917 -9.217001837
#> [1441,] 21.807336852 -11.572189994
#> [1442,] 21.076828826 -11.968031240
#> [1443,] 21.076828826 -11.968031240
#> [1444,] 21.527018971 -11.580685422
#> [1445,] 21.527018971 -11.580685422
#> [1446,] 21.856920744 -11.407762726
#> [1447,] 22.790923330 -11.821519092
#> [1448,] 22.790923330 -11.821519092
#> [1449,] 22.634122913 -10.692874487
#> [1450,] 22.778330870 -11.411158576
#> [1451,] 22.778330870 -11.411158576
#> [1452,] 22.467378075 -12.270298675
#> [1453,] 22.467378075 -12.270298675
#> [1454,] 22.467378075 -12.270298675
#> [1455,] 22.467378075 -12.270298675
#> [1456,] 21.865579906 -12.561916417
#> [1457,] 20.907676984 -10.604453209
#> [1458,] 21.718694506 -10.778753157
#> [1459,] 21.718694506 -10.778753157
#> [1460,] 21.718694506 -10.778753157
#> [1461,] 21.039711114 -12.059300360
#> [1462,] 19.328885724 -11.463990753
#> [1463,] 19.363784488 -11.131000966
#> [1464,] 19.653470885 -10.322062897
#> [1465,] 19.339643928 -10.521403802
#> [1466,] 19.339643928 -10.521403802
#> [1467,] 19.339643928 -10.521403802
#> [1468,] 20.587085483 -11.209801100
#> [1469,] 20.587085483 -11.209801100
#> [1470,] 19.120092028 -8.974022720
#> [1471,] 19.120092028 -8.974022720
#> [1472,] 19.981411929 -10.020226127
#> [1473,] 21.232174158 -9.502783971
#> [1474,] 21.232174158 -9.502783971
#> [1475,] 20.286424682 -8.661518605
#> [1476,] 20.697572016 -9.304732988
#> [1477,] 20.697572016 -9.304732988
#> [1478,] 20.388100914 -8.510158725
#> [1479,] 20.034379996 -7.909031780
#> [1480,] 20.034379996 -7.909031780
#> [1481,] 19.453849659 -7.815271094
#> [1482,] 19.293688297 -7.850956566
#> [1483,] 18.212178245 -7.429067567
#> [1484,] 17.709821139 -6.340991303
#> [1485,] 17.187725061 -6.032512882
#> [1486,] 16.312239764 -4.333511311
#> [1487,] 16.269659603 -3.436178699
#> [1488,] 16.269659603 -3.436178699
#> [1489,] 16.269659603 -3.436178699
#> [1490,] 15.316063624 -3.516161164
#> [1491,] 15.316063624 -3.516161164
#> [1492,] 15.649962416 -4.280931422
#> [1493,] 14.531195661 -2.443068063
#> [1494,] 14.531195661 -2.443068063
#> [1495,] 14.531195661 -2.443068063
#> [1496,] 14.531195661 -2.443068063
#> [1497,] 13.927505883 -3.619911253
#> [1498,] 14.804009070 -3.670049465
#> [1499,] 14.804009070 -3.670049465
#> [1500,] 14.804009070 -3.670049465
#> [1501,] 14.804009070 -3.670049465
#> [1502,] 14.780873766 -3.465888626
#> [1503,] 13.293222789 -2.138541000
#> [1504,] 12.170395845 -2.158864649
#> [1505,] 11.870806254 -2.141653120
#> [1506,] 12.927733382 -1.528740931
#> [1507,] 13.252220174 -1.603987062
#> [1508,] 13.252220174 -1.603987062
#> [1509,] 13.252220174 -1.603987062
#> [1510,] 12.350796505 -0.731041168
#> [1511,] 11.276069444 -1.033548112
#> [1512,] 11.276069444 -1.033548112
#> [1513,] 12.554731550 -2.127602684
#> [1514,] 13.048576654 -2.454753136
#> [1515,] 13.048576654 -2.454753136
#> [1516,] 13.048576654 -2.454753136
#> [1517,] 13.048576654 -2.454753136
#> [1518,] 12.096801223 -1.327901037
#> [1519,] 11.867405299 -0.390428635
#> [1520,] 11.783947003 -1.187510881
#> [1521,] 11.783947003 -1.187510881
#> [1522,] 12.063868279 -0.410103108
#> [1523,] 12.161621181 -0.684811670
#> [1524,] 12.161621181 -0.684811670
#> [1525,] 13.251271909 -0.808989493
#> [1526,] 12.984909746 -0.050817258
#> [1527,] 12.655559218 0.118011136
#> [1528,] 12.764783048 -1.360587659
#> [1529,] 12.336839017 -1.472238875
#> [1530,] 12.051685345 -2.119891033
#> [1531,] 12.051685345 -2.119891033
#> [1532,] 12.631561325 -2.057094562
#> [1533,] 12.926607609 -2.747682970
#> [1534,] 12.926607609 -2.747682970
#> [1535,] 13.256185451 -2.644709470
#> [1536,] 13.685583994 -1.793778679
#> [1537,] 13.898340145 -2.681665787
#> [1538,] 14.538682525 -2.574789497
#> [1539,] 14.538682525 -2.574789497
#> [1540,] 12.623494945 -2.339200403
#> [1541,] 11.983576303 -2.096420751
#> [1542,] 14.618151780 -2.127224322
#> [1543,] 14.618151780 -2.127224322
#> [1544,] 14.618151780 -2.127224322
#> [1545,] 14.618151780 -2.127224322
#> [1546,] 14.618151780 -2.127224322
#> [1547,] 14.618151780 -2.127224322
#> [1548,] 14.618151780 -2.127224322
#> [1549,] 14.618151780 -2.127224322
#> [1550,] 13.631718303 -0.764224921
#> [1551,] 12.922280196 -0.145690243
#> [1552,] 11.245979379 0.117121776
#> [1553,] 11.245979379 0.117121776
#> [1554,] 8.722756411 1.162797899
#> [1555,] 8.722756411 1.162797899
#> [1556,] 7.575279547 1.598384621
#> [1557,] 8.337206471 0.276154649
#> [1558,] 8.107135519 -0.659403961
#> [1559,] 8.687475139 -0.396957247
#> [1560,] 10.875262643 1.141572908
#> [1561,] 10.875262643 1.141572908
#> [1562,] 10.875262643 1.141572908
#> [1563,] 10.875262643 1.141572908
#> [1564,] 9.348672272 -0.228827518
#> [1565,] 9.616465514 -1.706405756
#> [1566,] 9.620493052 -1.543734602
#> [1567,] 9.036747871 -0.259703193
#> [1568,] 9.036747871 -0.259703193
#> [1569,] 9.036747871 -0.259703193
#> [1570,] 9.036747871 -0.259703193
#> [1571,] 9.063786901 -1.579335779
#> [1572,] 9.063786901 -1.579335779
#> [1573,] 9.063786901 -1.579335779
#> [1574,] 10.101443080 -3.048910547
#> [1575,] 9.368216603 -1.835454351
#> [1576,] 10.076896022 -0.058367542
#> [1577,] 10.977938149 -0.149940878
#> [1578,] 10.977938149 -0.149940878
#> [1579,] 11.135224009 -0.230032743
#> [1580,] 11.477595577 -0.778963358
#> [1581,] 11.193509318 0.205164914
#> [1582,] 11.193509318 0.205164914
#> [1583,] 11.121179957 -0.679277171
#> [1584,] 11.121179957 -0.679277171
#> [1585,] 10.729764278 -0.823361147
#> [1586,] 10.729764278 -0.823361147
#> [1587,] 8.946601908 -0.652726495
#> [1588,] 9.512295775 -0.930383475
#> [1589,] 11.306254414 -0.479307679
#> [1590,] 11.202538327 -0.179541421
#> [1591,] 11.901260070 0.036385842
#> [1592,] 11.854745144 0.068074028
#> [1593,] 10.862933563 1.365809628
#> [1594,] 10.526205386 0.909499877
#> [1595,] 9.646319645 0.865122387
#> [1596,] 9.936388155 1.124398931
#> [1597,] 10.790926626 0.590757880
#> [1598,] 10.790926626 0.590757880
#> [1599,] 10.790926626 0.590757880
#> [1600,] 11.783852852 0.091405195
#> [1601,] 11.783852852 0.091405195
#> [1602,] 11.783852852 0.091405195
#> [1603,] 11.783852852 0.091405195
#> [1604,] 11.783852852 0.091405195
#> [1605,] 11.783852852 0.091405195
#> [1606,] 10.364399518 0.737376145
#> [1607,] 11.121864439 -0.292732259
#> [1608,] 11.311260415 -0.235147853
#> [1609,] 11.311260415 -0.235147853
#> [1610,] 10.633163682 0.601846286
#> [1611,] 11.849790361 -1.299792325
#> [1612,] 13.230957518 -1.122605474
#> [1613,] 11.987831066 -1.483085364
#> [1614,] 11.391211765 -0.253080029
#> [1615,] 11.391211765 -0.253080029
#> [1616,] 11.391211765 -0.253080029
#> [1617,] 11.679196704 -0.088299143
#> [1618,] 11.788649561 0.142627410
#> [1619,] 11.586585697 0.815029388
#> [1620,] 11.586585697 0.815029388
#> [1621,] 11.248939945 -1.368952920
#> [1622,] 11.835258626 -1.625644961
#> [1623,] 11.835258626 -1.625644961
#> [1624,] 11.835530094 -0.483133391
#> [1625,] 12.530931406 -1.014844989
#> [1626,] 12.530931406 -1.014844989
#> [1627,] 12.303796396 -1.778509817
#> [1628,] 12.303796396 -1.778509817
#> [1629,] 12.953902378 -1.596566238
#> [1630,] 12.953902378 -1.596566238
#> [1631,] 12.138391808 -0.375723772
#> [1632,] 10.914971458 -0.666067145
#> [1633,] 11.970195256 -0.346993825
#> [1634,] 11.970195256 -0.346993825
#> [1635,] 11.814278505 -1.621952172
#> [1636,] 10.709125050 -1.228502028
#> [1637,] 10.709125050 -1.228502028
#> [1638,] 10.709125050 -1.228502028
#> [1639,] 10.709125050 -1.228502028
#> [1640,] 10.709125050 -1.228502028
#> [1641,] 10.942408971 -1.331389158
#> [1642,] 10.942408971 -1.331389158
#> [1643,] 10.942408971 -1.331389158
#> [1644,] 13.086021802 -1.669548526
#> [1645,] 13.403702990 -1.946282266
#> [1646,] 12.198894535 -0.490281762
#> [1647,] 13.451861969 -1.351104408
#> [1648,] 12.590661247 -0.571793562
#> [1649,] 12.590661247 -0.571793562
#> [1650,] 11.937495997 0.148241536
#> [1651,] 11.937495997 0.148241536
#> [1652,] 11.937495997 0.148241536
#> [1653,] 12.200759524 -0.661698139
#> [1654,] 12.200759524 -0.661698139
#> [1655,] 11.165469631 -0.415860875
#> [1656,] 11.312957510 -1.846507285
#> [1657,] 13.210217018 -0.958159950
#> [1658,] 12.768835668 -3.137159080
#> [1659,] 12.970394545 -2.790911753
#> [1660,] 12.382122568 -1.682372621
#> [1661,] 13.793481968 -2.381018591
#> [1662,] 13.793481968 -2.381018591
#> [1663,] 12.824113941 -2.549317772
#> [1664,] 12.335989069 -1.675927758
#> [1665,] 13.428720452 -1.372624375
#> [1666,] 13.245157589 -2.059417377
#> [1667,] 13.245157589 -2.059417377
#> [1668,] 13.245157589 -2.059417377
#> [1669,] 13.040732843 -1.668552027
#> [1670,] 13.040732843 -1.668552027
#> [1671,] 13.040732843 -1.668552027
#> [1672,] 12.194175617 -0.027073784
#> [1673,] 13.001458651 -0.143963463
#> [1674,] 13.343676646 -0.468633944
#> [1675,] 12.154787319 0.747622690
#> [1676,] 12.154787319 0.747622690
#> [1677,] 12.154787319 0.747622690
#> [1678,] 12.154787319 0.747622690
#> [1679,] 12.109704832 -0.293020420
#> [1680,] 12.713422564 -1.610368733
#> [1681,] 12.379774519 -1.932129061
#> [1682,] 12.379774519 -1.932129061
#> [1683,] 12.379774519 -1.932129061
#> [1684,] 12.379774519 -1.932129061
#> [1685,] 11.709480940 -1.685116653
#> [1686,] 10.985397787 -1.948407818
#> [1687,] 10.858561213 -0.570402106
#> [1688,] 10.858561213 -0.570402106
#> [1689,] 10.858561213 -0.570402106
#> [1690,] 11.423029785 -0.745723491
#> [1691,] 10.861615451 -1.434386325
#> [1692,] 12.258538422 -0.608969677
#> [1693,] 12.258538422 -0.608969677
#> [1694,] 10.419270914 -1.321311871
#> [1695,] 9.400983988 -0.287588927
#> [1696,] 10.324245979 -0.024408987
#> [1697,] 10.324245979 -0.024408987
#> [1698,] 10.324245979 -0.024408987
#> [1699,] 11.004922841 0.171649989
#> [1700,] 11.994732199 -1.061381691
#> [1701,] 11.349403909 -1.135936472
#> [1702,] 11.903599908 -0.575160527
#> [1703,] 10.685878322 -0.536087318
#> [1704,] 11.595032872 -1.193699110
#> [1705,] 11.595032872 -1.193699110
#> [1706,] 11.687389058 -1.719808145
#> [1707,] 11.005151018 -1.304599093
#> [1708,] 9.778115281 -0.015476788
#> [1709,] 10.158902999 0.729028627
#> [1710,] 10.158902999 0.729028627
#> [1711,] 8.343340226 0.131248122
#> [1712,] 8.343340226 0.131248122
#> [1713,] 7.687262848 -0.235651379
#> [1714,] 6.610819257 0.268652914
#> [1715,] 6.610819257 0.268652914
#> [1716,] 6.610819257 0.268652914
#> [1717,] 6.610819257 0.268652914
#> [1718,] 6.610819257 0.268652914
#> [1719,] 7.604040546 1.176871583
#> [1720,] 7.649287195 2.825411220
#> [1721,] 8.005897654 0.564369704
#> [1722,] 8.530046174 -0.027330825
#> [1723,] 8.530046174 -0.027330825
#> [1724,] 6.981228487 0.380714128
#> [1725,] 5.187633982 1.014253080
#> [1726,] 4.122107981 1.458532191
#> [1727,] 4.261769681 1.506626490
#> [1728,] 4.261769681 1.506626490
#> [1729,] 4.261769681 1.506626490
#> [1730,] 3.524301567 1.381611148
#> [1731,] 4.403516555 1.599311971
#> [1732,] 5.496369090 2.107321647
#> [1733,] 3.868488951 2.554835952
#> [1734,] 4.214135942 2.976641433
#> [1735,] 4.214135942 2.976641433
#> [1736,] 4.994700859 2.791215934
#> [1737,] 4.994700859 2.791215934
#> [1738,] 5.130210745 1.749281684
#> [1739,] 4.314291648 1.551720661
#> [1740,] 3.799709906 1.070531520
#> [1741,] 4.186149113 1.761015166
#> [1742,] 3.652676928 2.001938822
#> [1743,] 3.808061385 1.671828798
#> [1744,] 3.564906150 1.488109902
#> [1745,] 4.425254353 1.465565119
#> [1746,] 3.492443560 3.330124869
#> [1747,] 3.742848536 2.916620082
#> [1748,] 4.957129540 3.058101985
#> [1749,] 4.903885057 3.020006340
#> [1750,] 4.225101351 2.460139102
#> [1751,] 4.225101351 2.460139102
#> [1752,] 4.477365256 2.613295526
#> [1753,] 4.477365256 2.613295526
#> [1754,] 4.512485155 1.492319501
#> [1755,] 4.512485155 1.492319501
#> [1756,] 5.861326439 2.093431004
#> [1757,] 5.897073359 1.924855753
#> [1758,] 5.542221065 1.093599672
#> [1759,] 5.057604733 1.143231507
#> [1760,] 5.529336078 1.317837755
#> [1761,] 5.001666609 3.073741617
#> [1762,] 6.211450149 3.214114058
#> [1763,] 6.211450149 3.214114058
#> [1764,] 6.403427967 1.386513527
#> [1765,] 8.307534814 0.395076151
#> [1766,] 9.907686084 0.509350859
#> [1767,] 9.498354121 1.793919548
#> [1768,] 10.714703008 1.013207576
#> [1769,] 10.524159618 1.488377283
#> [1770,] 11.305666253 0.531145941
#> [1771,] 10.387818764 -0.894375696
#> [1772,] 11.071790399 -0.001991355
#> [1773,] 10.185324167 -0.419120496
#> [1774,] 10.185324167 -0.419120496
#> [1775,] 10.185324167 -0.419120496
#> [1776,] 9.489262960 0.264221438
#> [1777,] 9.442334103 0.419872962
#> [1778,] 8.851271852 1.276817572
#> [1779,] 7.165386096 1.702916018
#> [1780,] 7.165386096 1.702916018
#> [1781,] 6.504035396 0.898242222
#> [1782,] 5.064945304 0.936384429
#> [1783,] 3.661395037 1.199584914
#> [1784,] 2.777992928 1.336103692
#> [1785,] 1.799189385 1.946669611
#> [1786,] 1.799189385 1.946669611
#> [1787,] 1.424546042 1.946760083
#> [1788,] 0.195930203 3.231323233
#> [1789,] 0.195930203 3.231323233
#> [1790,] 1.540045556 3.478572736
#> [1791,] 1.282905812 3.549870449
#> [1792,] 1.282905812 3.549870449
#> [1793,] 1.812364738 3.370912070
#> [1794,] 1.812364738 3.370912070
#> [1795,] 1.053395754 3.790511630
#> [1796,] 1.053395754 3.790511630
#> [1797,] 3.162392117 3.082472353
#> [1798,] 1.848189376 2.178826534
#> [1799,] 1.157462186 2.465022890
#> [1800,] 0.130150292 2.736227606
#> [1801,] 0.695294243 3.481910830
#> [1802,] 1.381008994 1.907720648
#> [1803,] 1.645925031 1.199946786
#> [1804,] 1.645925031 1.199946786
#> [1805,] 2.490938983 0.634977907
#> [1806,] 2.987445916 1.988009542
#> [1807,] 4.739935161 2.703957891
#> [1808,] 4.739935161 2.703957891
#> [1809,] 3.461901027 3.707321066
#> [1810,] 4.287265017 3.666928482
#> [1811,] 4.287265017 3.666928482
#> [1812,] 5.383238368 2.536312712
#> [1813,] 5.679732489 2.616342300
#> [1814,] 6.436647383 2.189117770
#> [1815,] 7.310150822 2.674854385
#> [1816,] 9.896992722 1.033485560
#> [1817,] 9.706829255 0.331434482
#> [1818,] 9.706829255 0.331434482
#> [1819,] 9.758904344 0.616558141
#> [1820,] 9.961358789 1.419878689
#> [1821,] 9.961358789 1.419878689
#> [1822,] 10.249997071 0.591749667
#> [1823,] 11.209119040 0.284465215
#> [1824,] 11.849802993 0.143002354
#> [1825,] 11.832086865 -1.199694868
#> [1826,] 11.832086865 -1.199694868
#> [1827,] 11.249762845 0.503710359
#> [1828,] 12.401792755 -0.014032498
#> [1829,] 12.401792755 -0.014032498
#> [1830,] 12.400697850 -1.904260261
#> [1831,] 12.400697850 -1.904260261
#> [1832,] 11.341236542 -1.202176658
#> [1833,] 10.408010650 -1.599195655
#> [1834,] 11.735853436 -1.724688154
#> [1835,] 12.407069314 -0.145234586
#> [1836,] 12.407069314 -0.145234586
#> [1837,] 12.407069314 -0.145234586
#> [1838,] 11.664887235 -1.231720857
#> [1839,] 10.520756873 -2.155559182
#> [1840,] 10.428910149 -1.458112030
#> [1841,] 12.632085368 -1.185334222
#> [1842,] 12.467521617 -1.690531540
#> [1843,] 12.467521617 -1.690531540
#> [1844,] 12.589899277 -1.891309221
#> [1845,] 11.015814591 -2.711882718
#> [1846,] 9.060512094 -2.782005237
#> [1847,] 10.316356455 -1.265111406
#> [1848,] 10.455260779 -0.282613905
#> [1849,] 10.455260779 -0.282613905
#> [1850,] 9.983660562 -0.669372348
#> [1851,] 11.300450087 -1.420260870
#> [1852,] 11.300450087 -1.420260870
#> [1853,] 11.885188775 -1.027050155
#> [1854,] 13.198106051 -0.654676112
#> [1855,] 11.693319118 0.037163555
#> [1856,] 11.131500405 0.496153780
#> [1857,] 11.131500405 0.496153780
#> [1858,] 11.369085371 -0.805778603
#> [1859,] 12.123736257 -2.037681091
#> [1860,] 12.123736257 -2.037681091
#> [1861,] 12.123736257 -2.037681091
#> [1862,] 12.929281378 -2.230411075
#> [1863,] 12.929281378 -2.230411075
#> [1864,] 12.929281378 -2.230411075
#> [1865,] 12.929281378 -2.230411075
#> [1866,] 12.929281378 -2.230411075
#> [1867,] 12.929281378 -2.230411075
#> [1868,] 12.929281378 -2.230411075
#> [1869,] 12.929281378 -2.230411075
#> [1870,] 12.493403109 -0.588160333
#> [1871,] 12.493403109 -0.588160333
#> [1872,] 13.498317950 -2.107841820
#> [1873,] 13.851509194 -2.119911707
#> [1874,] 13.207204260 -2.437693594
#> [1875,] 12.142515337 -1.674487758
#> [1876,] 11.234477102 -1.443484935
#> [1877,] 11.234477102 -1.443484935
#> [1878,] 11.736225590 -0.509701287
#> [1879,] 10.147429785 -0.098095748
#> [1880,] 10.538337981 0.456920885
#> [1881,] 8.967544034 1.711363770
#> [1882,] 7.415491143 2.672879769
#> [1883,] 7.415491143 2.672879769
#> [1884,] 8.394767144 1.498809072
#> [1885,] 8.394767144 1.498809072
#> [1886,] 9.359939372 0.717367377
#> [1887,] 8.516164870 -0.013845346
#> [1888,] 7.148782763 0.358130324
#> [1889,] 7.510603465 0.698910436
#> [1890,] 7.510603465 0.698910436
#> [1891,] 6.597447924 2.235050061
#> [1892,] 6.597447924 2.235050061
#> [1893,] 6.597447924 2.235050061
#> [1894,] 7.263859523 0.092025168
#> [1895,] 8.199401235 1.619264542
#> [1896,] 8.199401235 1.619264542
#> [1897,] 7.010505666 2.235767291
#> [1898,] 7.010505666 2.235767291
#> [1899,] 7.010505666 2.235767291
#> [1900,] 5.659405929 1.282541404
#> [1901,] 5.100088137 3.474732125
#> [1902,] 5.100088137 3.474732125
#> [1903,] 5.100088137 3.474732125
#> [1904,] 3.676162204 3.660572281
#> [1905,] 2.706408198 2.630234920
#> [1906,] 2.282004407 4.051691282
#> [1907,] 2.805858003 3.339094836
#> [1908,] 1.890108344 3.326966834
#> [1909,] 2.556850914 2.988363037
#> [1910,] 1.963695236 1.373408672
#> [1911,] 1.250779557 2.071114289
#> [1912,] 1.250779557 2.071114289
#> [1913,] 0.846213413 1.578938960
#> [1914,] 0.459420248 1.368164880
#> [1915,] -0.289756358 1.840319473
#> [1916,] -0.801302771 1.019677101
#> [1917,] -2.812231760 1.520279589
#> [1918,] -3.588193628 2.668414417
#> [1919,] -4.627467580 3.210621194
#> [1920,] -4.627467580 3.210621194
#> [1921,] -4.781245667 2.068323236
#> [1922,] -5.933176827 1.193708901
#> [1923,] -6.512899566 1.182304452
#> [1924,] -6.512899566 1.182304452
#> [1925,] -5.248600468 2.129217937
#> [1926,] -4.713793907 1.598522125
#> [1927,] -3.739333697 2.164610405
#> [1928,] -2.589318160 1.882305724
#> [1929,] -4.517880288 3.072967946
#> [1930,] -3.430015092 4.232085452
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#> [1983,] -6.767789372 3.157860390
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#> [1989,] -5.347683051 1.993873316
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#> [1991,] -5.347683051 1.993873316
#> [1992,] -5.575974264 2.828671635
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#> [1994,] -4.510086387 2.339754828
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#> [2012,] -4.136165516 3.016369819
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#> [2305,] -16.012339379 -3.586801933
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#> [2307,] -15.017497363 -3.425233430
#> [2308,] -13.487486857 -3.519472596
#> [2309,] -11.804533944 -2.875891384
#> [2310,] -11.922177211 -2.341540248
#> [2311,] -12.873154234 -3.624812176
#> [2312,] -12.873154234 -3.624812176
#> [2313,] -12.442716065 -3.338807719
#> [2314,] -12.442716065 -3.338807719
#> [2315,] -14.566997558 -2.351616238
#> [2316,] -14.566997558 -2.351616238
#> [2317,] -14.537710608 -3.493347370
#> [2318,] -14.537710608 -3.493347370
#> [2319,] -14.195156663 -3.135501096
#> [2320,] -14.195156663 -3.135501096
#> [2321,] -12.719139246 -3.029512536
#> [2322,] -11.910262725 -1.233439430
#> [2323,] -11.910262725 -1.233439430
#> [2324,] -11.910262725 -1.233439430
#> [2325,] -10.372720637 -0.259562533
#> [2326,] -9.596590994 0.346031375
#> [2327,] -9.596590994 0.346031375
#> [2328,] -8.916991070 0.795931553
#> [2329,] -8.916991070 0.795931553
#> [2330,] -8.874257640 0.913838260
#> [2331,] -8.634493313 1.092957445
#> [2332,] -8.634493313 1.092957445
#> [2333,] -9.649759520 -0.588831557
#> [2334,] -10.528296250 -0.113663927
#> [2335,] -12.074037358 -0.303681635
#> [2336,] -10.973819601 -0.409987953
#> [2337,] -10.973819601 -0.409987953
#> [2338,] -10.973819601 -0.409987953
#> [2339,] -10.973819601 -0.409987953
#> [2340,] -10.973819601 -0.409987953
#> [2341,] -9.241260557 0.635651017
#> [2342,] -9.975604494 0.354227994
#> [2343,] -10.224688270 1.088818201
#> [2344,] -10.325408874 1.948334932
#> [2345,] -9.825811065 1.069578576
#> [2346,] -9.825811065 1.069578576
#> [2347,] -8.604115754 2.183232280
#> [2348,] -9.783837519 -0.199883698
#> [2349,] -9.292668858 0.289958272
#> [2350,] -9.292668858 0.289958272
#> [2351,] -10.267833054 0.687539433
#> [2352,] -10.267833054 0.687539433
#> [2353,] -10.040750467 -0.963289451
#> [2354,] -8.842375706 -0.584561704
#> [2355,] -8.842375706 -0.584561704
#> [2356,] -8.918464804 0.223493412
#> [2357,] -8.918464804 0.223493412
#> [2358,] -9.640595189 2.036385996
#> [2359,] -10.063928799 2.134337267
#> [2360,] -10.565225106 1.756895708
#> [2361,] -10.358613840 1.055722912
#> [2362,] -10.925238100 0.650710930
#> [2363,] -10.925238100 0.650710930
#> [2364,] -9.870738418 1.317696953
#> [2365,] -9.052568561 1.694562596
#> [2366,] -9.077922529 2.493442174
#> [2367,] -8.118871365 1.405165333
#> [2368,] -7.334210993 2.273624044
#> [2369,] -7.847111603 1.239723814
#> [2370,] -7.452778892 1.250722127
#> [2371,] -7.452778892 1.250722127
#> [2372,] -7.452778892 1.250722127
#> [2373,] -6.417522982 0.699444654
#> [2374,] -7.607382332 1.497944472
#> [2375,] -7.607382332 1.497944472
#> [2376,] -6.975939024 0.323219040
#> [2377,] -6.975939024 0.323219040
#> [2378,] -5.427446861 2.841619652
#> [2379,] -4.614959107 1.547658142
#> [2380,] -5.006951966 2.656207598
#> [2381,] -4.852676978 2.543119330
#> [2382,] -4.852676978 2.543119330
#> [2383,] -5.870273884 2.052447296
#> [2384,] -6.715795578 1.134248270
#> [2385,] -6.129586111 2.243680245
#> [2386,] -5.952105430 2.792837493
#> [2387,] -6.225213244 1.693255365
#> [2388,] -8.148384158 1.664553240
#> [2389,] -8.148384158 1.664553240
#> [2390,] -7.410288705 1.981477285
#> [2391,] -6.937412856 2.876437093
#> [2392,] -6.937412856 2.876437093
#> [2393,] -6.937412856 2.876437093
#> [2394,] -6.552950954 3.029821011
#> [2395,] -6.552950954 3.029821011
#> [2396,] -5.410766949 2.977339539
#> [2397,] -5.998073128 2.966784419
#> [2398,] -5.998073128 2.966784419
#> [2399,] -4.518514364 3.848961224
#> [2400,] -3.589110026 3.184778944
#> [2401,] -4.382227127 2.804874061
#> [2402,] -4.776801693 0.651315481
#> [2403,] -5.061697516 1.333894238
#> [2404,] -5.061697516 1.333894238
#> [2405,] -4.917953436 0.834356481
#> [2406,] -4.917953436 0.834356481
#> [2407,] -4.917953436 0.834356481
#> [2408,] -5.281332905 1.929442836
#> [2409,] -5.930646277 3.174710396
#> [2410,] -5.930646277 3.174710396
#> [2411,] -4.636644547 4.065950826
#> [2412,] -2.708406926 3.943865466
#> [2413,] -3.042372916 4.334144371
#> [2414,] -3.042372916 4.334144371
#> [2415,] -3.042372916 4.334144371
#> [2416,] -2.787378708 3.962188169
#> [2417,] -1.319655928 2.664534909
#> [2418,] -2.143082247 1.905172007
#> [2419,] -2.278246211 1.335324458
#> [2420,] -2.292418866 0.929449288
#> [2421,] -2.292418866 0.929449288
#> [2422,] -2.727322115 1.428350177
#> [2423,] -2.727322115 1.428350177
#> [2424,] -3.261527077 2.187086381
#> [2425,] -3.653194631 2.924698971
#> [2426,] -4.723241510 2.899045631
#> [2427,] -5.373915425 4.919473778
#> [2428,] -6.385222484 4.544939797
#> [2429,] -6.476211318 3.833293514
#> [2430,] -6.608333061 3.541849747
#> [2431,] -6.844351530 3.571958977
#> [2432,] -4.529490458 4.173488517
#> [2433,] -6.328360673 3.166504386
#> [2434,] -6.328360673 3.166504386
#> [2435,] -6.328360673 3.166504386
#> [2436,] -6.328360673 3.166504386
#> [2437,] -6.328360673 3.166504386
#> [2438,] -6.328360673 3.166504386
#> [2439,] -6.900080615 3.940425635
#> [2440,] -6.900080615 3.940425635
#> [2441,] -6.900080615 3.940425635
#> [2442,] -6.408060523 3.564549190
#> [2443,] -4.397733277 3.915229334
#> [2444,] -3.527157897 4.986224060
#> [2445,] -3.527157897 4.986224060
#> [2446,] -3.527157897 4.986224060
#> [2447,] -3.373667352 4.406073460
#> [2448,] -3.373667352 4.406073460
#> [2449,] -5.103786118 3.371994510
#> [2450,] -5.735915453 3.178742778
#> [2451,] -4.030506294 2.868503633
#> [2452,] -4.431779391 2.798583549
#> [2453,] -5.642342762 2.238102386
#> [2454,] -5.642342762 2.238102386
#> [2455,] -5.642342762 2.238102386
#> [2456,] -5.545185695 2.494867821
#> [2457,] -5.549209882 3.015372476
#> [2458,] -4.612318721 1.584472042
#> [2459,] -5.082123375 2.949961498
#> [2460,] -5.479127759 1.633253138
#> [2461,] -5.096778359 2.709708227
#> [2462,] -5.159486510 2.078927993
#> [2463,] -5.829708185 1.529588041
#> [2464,] -4.903524641 2.092450940
#> [2465,] -5.441963537 2.501414758
#> [2466,] -3.820649761 2.155553991
#> [2467,] -3.820649761 2.155553991
#> [2468,] -3.487044987 2.575839674
#> [2469,] -3.487044987 2.575839674
#> [2470,] -3.487044987 2.575839674
#> [2471,] -3.487044987 2.575839674
#> [2472,] -2.567848813 2.254284994
#> [2473,] -1.729739366 2.839709156
#> [2474,] -1.403309073 3.186337933
#> [2475,] -0.703369119 3.793402195
#> [2476,] -0.703369119 3.793402195
#> [2477,] -0.703369119 3.793402195
#> [2478,] -0.692469281 3.445834392
#> [2479,] -0.017471664 4.030360091
#> [2480,] 0.185909934 3.285580403
#> [2481,] 0.415969065 3.275396698
#> [2482,] 0.415969065 3.275396698
#> [2483,] 0.878902091 2.081231116
#> [2484,] 0.878902091 2.081231116
#> [2485,] 0.461142522 2.894814365
#> [2486,] 0.697846792 3.945286675
#> [2487,] 0.888941874 3.704780304
#> [2488,] 0.814729506 2.613225363
#> [2489,] 0.503932641 2.673418340
#> [2490,] 1.109852289 3.709480717
#> [2491,] 0.779921030 3.776466113
#> [2492,] 1.726491542 2.993009730
#> [2493,] 3.214007939 2.990252357
#> [2494,] 3.214007939 2.990252357
#> [2495,] 3.200740175 2.519680892
#> [2496,] 3.500686404 3.524525374
#> [2497,] 3.550334019 3.087136351
#> [2498,] 3.550334019 3.087136351
#> [2499,] 2.973083855 4.151098614
#> [2500,] 2.973083855 4.151098614
#> [2501,] 3.982836344 2.574809939
#> [2502,] 3.982836344 2.574809939
#> [2503,] 3.570308620 1.759407974
#> [2504,] 3.709049453 1.657909146
#> [2505,] 3.709049453 1.657909146
#> [2506,] 3.709049453 1.657909146
#> [2507,] 3.284138992 1.958837230
#> [2508,] 4.385374500 3.028546642
#> [2509,] 4.385374500 3.028546642
#> [2510,] 4.385374500 3.028546642
#> [2511,] 4.385374500 3.028546642
#> [2512,] 4.385374500 3.028546642
#> [2513,] 5.205511390 2.871223882
#> [2514,] 5.205511390 2.871223882
#> [2515,] 5.863914627 1.235784485
#> [2516,] 5.863914627 1.235784485
#> [2517,] 4.337146364 1.682024173
#> [2518,] 5.698411359 1.209644671
#> [2519,] 6.954049068 0.964308184
#> [2520,] 5.152594707 0.501866650
#> [2521,] 4.722201968 1.062000491
#> [2522,] 4.722201968 1.062000491
#> [2523,] 4.221453581 0.435240836
#> [2524,] 4.823671802 2.119925446
#> [2525,] 4.620294134 2.083363580
#> [2526,] 5.136765737 1.235358112
#> [2527,] 4.657085482 1.076752449
#> [2528,] 4.657085482 1.076752449
#> [2529,] 5.115319424 3.227526627
#> [2530,] 5.115319424 3.227526627
#> [2531,] 6.079132961 2.292890794
#> [2532,] 7.414525933 1.384265517
#> [2533,] 6.937061281 0.876968588
#> [2534,] 8.393730786 1.121313220
#> [2535,] 9.086747934 1.428977223
#> [2536,] 9.086747934 1.428977223
#> [2537,] 9.363729599 1.145393907
#> [2538,] 8.514104601 0.859404474
#> [2539,] 8.514104601 0.859404474
#> [2540,] 8.487286417 -0.184317949
#> [2541,] 9.178093129 0.009938140
#> [2542,] 10.965346124 -0.552270002
#> [2543,] 10.355560418 -0.108271512
#> [2544,] 9.761888383 0.360736910
#> [2545,] 8.858385891 -0.469025584
#> [2546,] 8.936695220 0.247777814
#> [2547,] 8.707625998 0.537056630
#> [2548,] 8.707625998 0.537056630
#> [2549,] 6.789458575 0.345413144
#> [2550,] 7.477876376 0.342428903
#> [2551,] 8.234765368 -0.331107695
#> [2552,] 7.725407878 0.100523164
#> [2553,] 7.281172486 0.600158628
#> [2554,] 7.281172486 0.600158628
#> [2555,] 7.543100497 0.144391528
#> [2556,] 7.584585108 0.325311773
#> [2557,] 8.746095573 1.240527214
#> [2558,] 8.746095573 1.240527214
#> [2559,] 8.463014854 0.957723383
#> [2560,] 9.064729382 0.072741284
#> [2561,] 9.229197241 -0.127498131
#> [2562,] 9.229197241 -0.127498131
#> [2563,] 9.229197241 -0.127498131
#> [2564,] 9.342945830 0.673504934
#> [2565,] 9.342945830 0.673504934
#> [2566,] 9.342945830 0.673504934
#> [2567,] 8.025880634 0.949131714
#> [2568,] 8.515734216 -0.499680693
#> [2569,] 9.419226709 0.584812898
#> [2570,] 9.419226709 0.584812898
#> [2571,] 8.351847982 1.054770800
#> [2572,] 8.351847982 1.054770800
#> [2573,] 8.653075394 0.068888737
#> [2574,] 8.710087502 -0.328931555
#> [2575,] 9.729017265 -1.405139130
#> [2576,] 10.719004388 0.321306539
#> [2577,] 10.719004388 0.321306539
#> [2578,] 9.339022501 1.212093274
#> [2579,] 10.265126097 0.552796881
#> [2580,] 10.065488446 -0.191851355
#> [2581,] 8.835315700 -1.339525826
#> [2582,] 9.167478262 -0.543469868
#> [2583,] 10.831471205 -0.535208928
#> [2584,] 10.831471205 -0.535208928
#> [2585,] 10.831471205 -0.535208928
#> [2586,] 9.738961855 -0.935501265
#> [2587,] 10.916772278 -1.206100402
#> [2588,] 10.847362474 -0.798182160
#> [2589,] 9.237824633 0.526240037
#> [2590,] 9.237824633 0.526240037
#> [2591,] 9.237824633 0.526240037
#> [2592,] 11.344091819 1.125406477
#> [2593,] 11.590103866 -0.268515653
#> [2594,] 12.074199594 -0.208037729
#> [2595,] 11.559104017 -1.212868458
#> [2596,] 10.956132276 0.197821623
#> [2597,] 11.249616545 -1.849106167
#> [2598,] 12.305472821 -0.317427897
#> [2599,] 12.620346531 0.290480519
#> [2600,] 12.620346531 0.290480519
#> [2601,] 12.620346531 0.290480519
#> [2602,] 12.620346531 0.290480519
#> [2603,] 11.370946133 0.358314002
#> [2604,] 11.370946133 0.358314002
#> [2605,] 11.302311051 -0.760962289
#> [2606,] 11.302311051 -0.760962289
#> [2607,] 11.302311051 -0.760962289
#> [2608,] 11.302311051 -0.760962289
#> [2609,] 10.647667919 0.413831797
#> [2610,] 10.647667919 0.413831797
#> [2611,] 9.255995294 -0.943791041
#> [2612,] 9.385825594 -0.269222822
#> [2613,] 10.777005412 -0.902895947
#> [2614,] 11.338127829 -0.099220021
#> [2615,] 11.947630723 -0.049140368
#> [2616,] 10.642416408 -0.801893576
#> [2617,] 11.845621135 -0.475962667
#> [2618,] 11.652752759 -0.163498004
#> [2619,] 11.652752759 -0.163498004
#> [2620,] 10.797904154 -0.980400296
#> [2621,] 10.797904154 -0.980400296
#> [2622,] 9.688310314 -1.316688976
#> [2623,] 9.188945514 -0.947899052
#> [2624,] 8.692815632 -0.570755023
#> [2625,] 8.908175102 0.802863954
#> [2626,] 7.813987308 0.372724164
#> [2627,] 7.813987308 0.372724164
#> [2628,] 7.577062254 0.405075737
#> [2629,] 7.397975883 0.720386450
#> [2630,] 7.397975883 0.720386450
#> [2631,] 7.397975883 0.720386450
#> [2632,] 8.548232706 0.617109367
#> [2633,] 8.548232706 0.617109367
#> [2634,] 8.548232706 0.617109367
#> [2635,] 8.548232706 0.617109367
#> [2636,] 8.441032723 1.334034178
#> [2637,] 8.091755509 2.081779920
#> [2638,] 8.182534865 1.396815684
#> [2639,] 8.182534865 1.396815684
#> [2640,] 9.781729261 1.069690564
#> [2641,] 7.984522030 1.182352326
#> [2642,] 8.644047069 1.288964530
#> [2643,] 8.009161065 1.896860230
#> [2644,] 6.215460535 0.420919884
#> [2645,] 6.215460535 0.420919884
#> [2646,] 5.986400624 2.352167630
#> [2647,] 5.986400624 2.352167630
#> [2648,] 4.396523792 3.281410657
#> [2649,] 3.449192258 3.809095069
#> [2650,] 3.449192258 3.809095069
#> [2651,] 2.124491920 3.603103771
#> [2652,] 1.299605096 3.889866960
#> [2653,] 1.685525202 1.412701942
#> [2654,] 2.906459195 2.890103347
#> [2655,] 2.959681854 2.584181795
#> [2656,] 2.959681854 2.584181795
#> [2657,] 2.959681854 2.584181795
#> [2658,] 2.980948090 2.938189750
#> [2659,] 3.169657390 2.874909884
#> [2660,] 2.802770535 3.027019157
#> [2661,] 2.201520272 3.212003762
#> [2662,] 1.956489883 4.158424474
#> [2663,] 1.956489883 4.158424474
#> [2664,] 1.956489883 4.158424474
#> [2665,] 2.757363410 4.732627222
#> [2666,] 2.757363410 4.732627222
#> [2667,] 1.644725418 4.989421681
#> [2668,] 1.330741230 4.398440445
#> [2669,] 1.330741230 4.398440445
#> [2670,] -0.143519346 3.843081791
#> [2671,] 0.323530987 3.660953143
#> [2672,] 0.752074453 1.492703802
#> [2673,] 0.361663755 2.545471205
#> [2674,] 0.554842908 3.579161759
#> [2675,] 0.676869723 2.945680294
#> [2676,] 0.676869723 2.945680294
#> [2677,] 1.349244877 2.993550575
#> [2678,] 1.349244877 2.993550575
#> [2679,] -0.143260217 2.286424894
#> [2680,] 1.160159961 3.573813861
#> [2681,] 0.572042659 3.195111335
#> [2682,] -0.276484810 4.317818178
#> [2683,] 0.545463428 4.678486277
#> [2684,] -0.986500550 4.476268163
#> [2685,] -1.356757273 3.493384626
#> [2686,] -1.386046753 3.378495172
#> [2687,] -2.353947765 3.898287718
#> [2688,] -2.135891480 3.345095732
#> [2689,] -2.227561273 3.974207672
#> [2690,] -2.227561273 3.974207672
#> [2691,] -2.227561273 3.974207672
#> [2692,] -0.886830362 2.978510179
#> [2693,] -1.204164004 3.083254209
#> [2694,] -1.204164004 3.083254209
#> [2695,] -1.204164004 3.083254209
#> [2696,] 1.788362246 1.689720724
#> [2697,] 1.987695438 2.850611685
#> [2698,] 2.297902614 2.453885520
#> [2699,] 1.998644997 3.632981254
#> [2700,] 2.098421712 3.225743097
#> [2701,] 2.953874605 4.324423033
#> [2702,] 2.536313290 1.998777856
#> [2703,] 2.536313290 1.998777856
#> [2704,] 1.156628980 2.295238532
#> [2705,] 1.158630421 1.677281852
#> [2706,] 1.886412112 2.730351543
#> [2707,] 2.362744626 4.250380146
#> [2708,] 1.585673908 3.568651960
#> [2709,] 2.068259456 3.643466611
#> [2710,] 1.207099538 3.613836621
#> [2711,] 0.277463381 3.593771952
#> [2712,] -1.547053020 3.374180420
#> [2713,] -1.291227586 3.523076871
#> [2714,] -0.974979038 2.692640065
#> [2715,] 0.435146046 3.151626675
#> [2716,] 0.331034553 3.089689161
#> [2717,] -0.068876850 2.778419180
#> [2718,] 0.990573029 3.104367909
#> [2719,] 0.690621349 3.284574015
#> [2720,] 0.690621349 3.284574015
#> [2721,] 1.333637338 1.371579541
#> [2722,] 1.333637338 1.371579541
#> [2723,] 1.333637338 1.371579541
#> [2724,] 0.696590194 3.180498470
#> [2725,] 0.358284851 4.024906100
#> [2726,] 0.789130544 4.056139741
#> [2727,] 0.708777322 2.656943060
#> [2728,] 0.918840089 2.680128003
#> [2729,] 2.567471714 2.241389432
#> [2730,] 2.848885908 1.336656294
#> [2731,] 4.510126989 0.896563756
#> [2732,] 4.510126989 0.896563756
#> [2733,] 6.335893547 0.730097446
#> [2734,] 7.350540808 0.819783939
#> [2735,] 7.350540808 0.819783939
#> [2736,] 7.736635371 2.059717967
#> [2737,] 7.723853738 1.587649510
#> [2738,] 7.723853738 1.587649510
#> [2739,] 6.662640577 1.840665589
#> [2740,] 7.129443489 1.386933110
#> [2741,] 7.129443489 1.386933110
#> [2742,] 7.129443489 1.386933110
#> [2743,] 5.929058019 1.723335871
#> [2744,] 4.398521602 1.772806459
#> [2745,] 4.086257384 1.682337649
#> [2746,] 3.486695981 1.883407517
#> [2747,] 4.045809700 3.115535004
#> [2748,] 4.045809700 3.115535004
#> [2749,] 4.003046636 4.234130119
#> [2750,] 2.091329762 4.354199575
#> [2751,] 1.296017899 3.618870140
#> [2752,] 1.296017899 3.618870140
#> [2753,] 1.296017899 3.618870140
#> [2754,] 3.020852044 2.929038482
#> [2755,] 3.115088151 2.620361388
#> [2756,] 2.187806531 1.704719937
#> [2757,] 4.088175413 0.885171456
#> [2758,] 3.570932879 1.537922758
#> [2759,] 4.009941030 1.568746948
#> [2760,] 4.751050337 2.331800552
#> [2761,] 3.907587294 2.699714463
#> [2762,] 3.028469673 1.890780367
#> [2763,] 2.074827462 1.624036996
#> [2764,] 2.074827462 1.624036996
#> [2765,] 2.074827462 1.624036996
#> [2766,] 0.521138772 1.624276407
#> [2767,] -0.744029965 1.940847319
#> [2768,] -1.495053595 2.061373561
#> [2769,] -0.400531818 0.795453265
#> [2770,] -0.400531818 0.795453265
#> [2771,] -1.467857428 1.181652802
#> [2772,] -0.997439420 0.796538102
#> [2773,] 0.408769065 1.545404892
#> [2774,] 0.651451985 2.193317678
#> [2775,] -0.326885843 2.568075304
#> [2776,] 0.702100136 3.280132927
#> [2777,] 1.201258101 4.169281803
#> [2778,] 0.926122766 4.350047326
#> [2779,] 1.705829004 3.898346240
#> [2780,] 2.295472757 2.990066026
#> [2781,] 1.285333340 3.845318713
#> [2782,] 1.751630883 3.716586680
#> [2783,] 0.335488835 3.317252153
#> [2784,] -0.399272619 3.719517306
#> [2785,] 0.092926352 3.487793506
#> [2786,] 1.319914753 3.842307415
#> [2787,] 1.319914753 3.842307415
#> [2788,] 0.800559913 2.757599155
#> [2789,] 0.202594524 2.101017586
#> [2790,] 0.202594524 2.101017586
#> [2791,] 1.188934995 3.847910367
#> [2792,] 0.967554772 2.993460485
#> [2793,] 0.967554772 2.993460485
#> [2794,] -0.015777036 3.032221386
#> [2795,] -0.015777036 3.032221386
#> [2796,] -0.015777036 3.032221386
#> [2797,] -0.254749296 4.394617827
#> [2798,] 0.072171561 3.911353775
#> [2799,] 0.126060380 3.583792255
#> [2800,] 0.126060380 3.583792255
#> [2801,] 0.126060380 3.583792255
#> [2802,] -1.128019565 3.454193805
#> [2803,] 0.054104612 4.205818481
#> [2804,] -0.591757838 3.170742981
#> [2805,] -0.591757838 3.170742981
#> [2806,] -1.935879835 2.919389457
#> [2807,] -2.227918815 3.696417461
#> [2808,] -1.970613395 3.555741704
#> [2809,] 1.166336182 3.009878655
#> [2810,] 1.166336182 3.009878655
#> [2811,] -1.027355686 3.534481764
#> [2812,] -1.183284535 3.870007342
#> [2813,] -0.769181913 3.742591908
#> [2814,] -1.080741612 3.388502951
#> [2815,] -1.853085283 3.990862387
#> [2816,] -1.853085283 3.990862387
#> [2817,] -2.078032669 4.149277383
#> [2818,] -2.078032669 4.149277383
#> [2819,] -2.078032669 4.149277383
#> [2820,] -2.986930564 3.659744467
#> [2821,] -3.900823330 3.521591904
#> [2822,] -4.900572623 3.798108303
#> [2823,] -5.324737088 3.587351130
#> [2824,] -5.144411104 2.934764187
#> [2825,] -5.542806345 2.582822667
#> [2826,] -5.542806345 2.582822667
#> [2827,] -5.542806345 2.582822667
#> [2828,] -5.305627132 2.620216496
#> [2829,] -4.912125998 1.864870969
#> [2830,] -4.912125998 1.864870969
#> [2831,] -4.912125998 1.864870969
#> [2832,] -4.343071542 1.709657851
#> [2833,] -5.160657055 1.411892894
#> [2834,] -5.710154477 3.286231508
#> [2835,] -5.710154477 3.286231508
#> [2836,] -6.445304424 1.979511539
#> [2837,] -5.608399508 1.587113131
#> [2838,] -7.024652446 1.694516887
#> [2839,] -7.946735142 0.056948827
#> [2840,] -8.017243635 0.310858477
#> [2841,] -8.291379582 2.001557179
#> [2842,] -7.875453976 -0.023094346
#> [2843,] -7.245696005 0.237075752
#> [2844,] -6.713215780 0.015583720
#> [2845,] -6.713215780 0.015583720
#> [2846,] -7.072229978 1.852865024
#> [2847,] -7.072229978 1.852865024
#> [2848,] -8.615202367 1.766792726
#> [2849,] -7.507046041 0.838740089
#> [2850,] -7.507046041 0.838740089
#> [2851,] -7.913785115 2.662539528
#> [2852,] -7.913785115 2.662539528
#> [2853,] -7.866466041 2.170041853
#> [2854,] -7.500662162 3.687556665
#> [2855,] -6.743556379 2.535930365
#> [2856,] -7.360535082 2.444290703
#> [2857,] -6.198121063 2.663961649
#> [2858,] -5.387407700 2.795071834
#> [2859,] -5.658183359 2.520033290
#> [2860,] -4.885190387 3.048211596
#> [2861,] -5.359162176 1.855239815
#> [2862,] -6.182988091 0.846355968
#> [2863,] -5.909651515 1.645598182
#> [2864,] -5.909651515 1.645598182
#> [2865,] -5.909651515 1.645598182
#> [2866,] -6.768535831 1.880638037
#> [2867,] -6.730046307 2.224520574
#> [2868,] -6.560898630 1.824455637
#> [2869,] -6.560898630 1.824455637
#> [2870,] -6.560898630 1.824455637
#> [2871,] -7.020037971 2.388764987
#> [2872,] -6.304872164 1.930525509
#> [2873,] -7.088881876 0.921815896
#> [2874,] -7.088881876 0.921815896
#> [2875,] -7.096621774 1.293034613
#> [2876,] -7.243055788 1.710289032
#> [2877,] -7.243055788 1.710289032
#> [2878,] -8.722700235 1.696560107
#> [2879,] -5.597605971 0.924541696
#> [2880,] -6.472435702 2.305296214
#> [2881,] -7.044648008 2.372529500
#> [2882,] -7.684094720 1.861500199
#> [2883,] -6.551647374 1.700893425
#> [2884,] -6.913803304 1.485551306
#> [2885,] -6.913803304 1.485551306
#> [2886,] -6.070896018 0.715228944
#> [2887,] -5.593873694 0.039478983
#> [2888,] -5.964397526 1.156369882
#> [2889,] -5.964397526 1.156369882
#> [2890,] -8.245479378 0.132386422
#> [2891,] -8.637585436 1.359599411
#> [2892,] -8.760271803 2.036983278
#> [2893,] -8.482031885 2.053256602
#> [2894,] -6.930867214 2.734046801
#> [2895,] -6.343687387 2.201883246
#> [2896,] -5.136136580 0.980258944
#> [2897,] -5.111503707 1.809615258
#> [2898,] -4.046053966 1.203479862
#> [2899,] -3.504799151 2.291086797
#> [2900,] -5.415326111 2.378279978
#> [2901,] -5.415326111 2.378279978
#> [2902,] -5.194809702 0.592165959
#> [2903,] -4.651061531 0.266534002
#> [2904,] -3.880872095 0.919382027
#> [2905,] -3.880872095 0.919382027
#> [2906,] -4.966119037 1.372190986
#> [2907,] -4.397209141 2.752857746
#> [2908,] -4.397209141 2.752857746
#> [2909,] -4.397209141 2.752857746
#> [2910,] -4.485297124 2.812475480
#> [2911,] -2.534686208 3.008521036
#> [2912,] -1.941242630 2.764384302
#> [2913,] -0.785887375 2.468002162
#> [2914,] -0.785887375 2.468002162
#> [2915,] -0.785887375 2.468002162
#> [2916,] -1.792424878 3.306307320
#> [2917,] -2.025229805 2.780194765
#> [2918,] -0.896310323 3.550046401
#> [2919,] -0.896310323 3.550046401
#> [2920,] -0.908573679 2.801261083
#> [2921,] 0.171940373 2.252928753
#> [2922,] 0.331945998 1.741065981
#> [2923,] 0.169137214 0.829267723
#> [2924,] 0.169137214 0.829267723
#> [2925,] -0.870182355 0.884883170
#> [2926,] -1.500624725 1.215021965
#> [2927,] -1.500624725 1.215021965
#> [2928,] -1.500624725 1.215021965
#> [2929,] -3.071571713 1.668340984
#> [2930,] -3.746450022 2.131587880
#> [2931,] -2.501120245 3.644536688
#> [2932,] -2.235645451 4.005722006
#> [2933,] -2.235645451 4.005722006
#> [2934,] -4.151766010 2.834882993
#> [2935,] -4.081384302 2.160976577
#> [2936,] -2.983607793 1.846202578
#> [2937,] -2.743775218 1.236764891
#> [2938,] -2.682832633 0.096959327
#> [2939,] -1.483770459 1.688698189
#> [2940,] -1.617256440 3.053319656
#> [2941,] 0.002467141 2.703272668
#> [2942,] -1.274815083 2.603734177
#> [2943,] -1.274815083 2.603734177
#> [2944,] -1.274815083 2.603734177
#> [2945,] -2.007209507 1.701177654
#> [2946,] -3.076994743 2.618107855
#> [2947,] -3.263025382 0.961474496
#> [2948,] -3.283131234 1.317446722
#> [2949,] -3.574098459 1.077247053
#> [2950,] -3.574098459 1.077247053
#> [2951,] -3.646415484 1.898134116
#> [2952,] -4.356634327 2.494079246
#> [2953,] -3.947152761 1.430354541
#> [2954,] -2.870306235 2.913519969
#> [2955,] -2.870306235 2.913519969
#> [2956,] -2.755215180 3.728481807
#> [2957,] -1.183282826 3.033908897
#> [2958,] -0.943211623 2.401220049
#> [2959,] -1.763163792 2.588038750
#> [2960,] -1.763163792 2.588038750
#> [2961,] -0.198109536 3.494680636
#> [2962,] -0.198109536 3.494680636
#> [2963,] -0.198109536 3.494680636
#> [2964,] 0.273033259 3.711751080
#> [2965,] 0.350426119 4.045397870
#> [2966,] -1.146959754 4.273775028
#> [2967,] -1.146959754 4.273775028
#> [2968,] -0.413347299 2.787315941
#> [2969,] -1.570234648 2.410173098
#> [2970,] -1.570234648 2.410173098
#> [2971,] -0.514756776 2.516133437
#> [2972,] 1.276165049 3.222245845
#> [2973,] 0.316349663 2.927718838
#> [2974,] 0.443659684 3.187483228
#> [2975,] -0.578817420 3.549766294
#> [2976,] -2.581618034 2.623763546
#> [2977,] -2.137368987 2.393287297
#> [2978,] -2.137368987 2.393287297
#> [2979,] -2.137368987 2.393287297
#> [2980,] -3.126617298 1.386505442
#> [2981,] -3.862194646 0.726645489
#> [2982,] -4.012018451 1.505849175
#> [2983,] -4.012018451 1.505849175
#> [2984,] -3.560972307 2.270651589
#> [2985,] -3.560972307 2.270651589
#> [2986,] -2.526991078 1.296276440
#> [2987,] -1.704526321 0.257241019
#> [2988,] -3.252292695 1.893644226
#> [2989,] -3.036344298 1.619190077
#> [2990,] -4.880468446 1.124782819
#> [2991,] -4.906359788 -0.032929316
#> [2992,] -5.843402841 -0.377950219
#> [2993,] -6.572583580 0.409047916
#> [2994,] -5.491704227 -0.847736600
#> [2995,] -5.270055797 -0.647861684
#> [2996,] -5.184206115 -0.232586097
#> [2997,] -4.338813912 1.427017306
#> [2998,] -3.370738482 1.735566648
#> [2999,] -2.984716020 -0.468156297
#> [3000,] -2.984716020 -0.468156297
#>
#> $log.p
#> [1] -4.5000000000 -3.6167743886 -3.6167743886 -3.6167743886 -3.6167743886
#> [6] -2.0214613887 -1.9860903205 -2.6055577626 -0.2334449840 -0.0925539196
#> [11] -0.0925539196 -0.0925539196 -0.0302846491 -0.0294573181 -0.1021521128
#> [16] -0.1021521128 -0.5175892750 -0.1187605607 -0.3540608193 -0.4589426525
#> [21] -0.0018758380 -0.0259358657 -0.0229621648 -0.0229621648 -0.4600599955
#> [26] -0.0861309994 -0.5588131054 -0.5588131054 -0.0788238760 -0.0788238760
#> [31] -0.0764697506 -0.0225536220 -0.1025797486 -0.1025797486 -0.1025797486
#> [36] -0.1025797486 -0.2352750263 -0.0792534933 -0.0464758605 -0.2002496875
#> [41] -0.0037217207 -0.2412205508 -0.2412205508 -0.7467527815 -0.1441601874
#> [46] -0.1441601874 -0.1441601874 -0.0586440736 -0.0569873692 -0.0569873692
#> [51] -0.3675575150 -1.0207255350 -0.1823730281 -0.3641147913 -0.2177395525
#> [56] -0.1568173081 -0.1568173081 -0.1568173081 -0.3318558796 -0.1477061876
#> [61] -0.9245612605 -0.6535758820 -0.6535758820 -0.4538603047 -0.4538603047
#> [66] -0.1718623497 -0.0914318398 -0.0914318398 -0.0914318398 -0.0914318398
#> [71] -0.2138576102 -0.1654346399 -0.1654346399 -0.6531644752 -0.2283905305
#> [76] -0.2283905305 -0.2356705279 -0.1525732603 -2.1563736272 -2.1563736272
#> [81] -4.4333317799 -4.4333317799 -2.2677496951 -0.6008867932 -0.1605414930
#> [86] -0.1605414930 -0.8426372086 -0.8426372086 -0.8426372086 -0.6443076247
#> [91] -1.0771598123 -1.0771598123 -0.5342934650 -0.5342934650 -0.1133875169
#> [96] -0.1133875169 -0.2080807115 -0.2080807115 -0.0068152769 -0.0373047712
#> [101] -0.0515650242 -0.1608156701 -0.1608156701 -0.0609462826 -0.0002078211
#> [106] -0.0002078211 -0.0094175604 -0.0094175604 -0.0716399463 -0.0716399463
#> [111] -0.0162505257 -0.0162505257 -0.0155899645 -0.2546951940 -0.0282692908
#> [116] -0.2713945492 -0.0352746441 -0.1144733598 -0.1072812628 -0.1072812628
#> [121] -0.3623324702 -0.3623324702 -0.3623324702 -0.0273452481 -0.0545303120
#> [126] -0.3798044031 -0.1250605299 -0.2896640294 -0.2267936413 -0.2267936413
#> [131] -0.0358030608 -0.0358030608 -0.0358030608 -0.0358030608 -0.7370873346
#> [136] -0.0013729373 -0.0013729373 -0.0013729373 -0.0567658237 -0.0952845836
#> [141] -0.3180154916 -0.1996097042 -0.0084333872 -0.0084333872 -0.0084333872
#> [146] -0.0084333872 -0.0084333872 -1.5703639673 -1.5703639673 -3.0573260109
#> [151] -3.0573260109 -2.0798240757 -1.0840978720 -1.6044202548 -1.6044202548
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