Simple Metropolis-Hastings MCMC

simpleMH(f, inits, theta.cov, max.iter, coda = FALSE, ...)

Arguments

f: function that returns a single scalar value proportional to the log probability density to sample from.
inits: numeric vector with the initial values for the parameters to estimate
theta.cov: covariance matrix of the parameters to estimate.
max.iter: maximum number of function evaluations
coda: logical. Should the samples be returned as coda::mcmc object? (defaults to FALSE)
...: further arguments passed to f

Value

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.

Examples

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,]   0.00000000   0.000000000
#>    [2,]   0.00000000   0.000000000
#>    [3,]  -0.55406480   0.747176602
#>    [4,]  -2.37588246   0.499851300
#>    [5,]  -3.90062664   2.469276144
#>    [6,]  -3.27164460   4.534301039
#>    [7,]  -3.19584064   5.026062480
#>    [8,]  -3.71785316   4.973460570
#>    [9,]  -2.08664715   4.190754528
#>   [10,]  -1.72369589   2.886210983
#>   [11,]   0.63024888   2.604761299
#>   [12,]  -0.30559848   2.588810987
#>   [13,]   0.25773848   2.214823464
#>   [14,]   0.43422710   2.458508928
#>   [15,]   0.54091171   1.871494943
#>   [16,]  -1.36917576   1.592257701
#>   [17,]  -1.21842751   1.299384964
#>   [18,]  -1.85755083   1.249420065
#>   [19,]  -1.85755083   1.249420065
#>   [20,]  -1.81101945   1.827129134
#>   [21,]  -0.83770368   1.750311482
#>   [22,]  -1.08094042   1.544224287
#>   [23,]  -0.66749648   2.520566059
#>   [24,]  -0.66749648   2.520566059
#>   [25,]   0.08762858   2.862969569
#>   [26,]  -0.57745967   3.976921988
#>   [27,]   0.16016978   3.116197713
#>   [28,]   1.22522710   3.247868348
#>   [29,]   1.22522710   3.247868348
#>   [30,]   1.22522710   3.247868348
#>   [31,]   0.50916843   4.158946821
#>   [32,]   1.11591647   4.049011148
#>   [33,]   1.11591647   4.049011148
#>   [34,]   1.11591647   4.049011148
#>   [35,]   0.32652833   4.637088270
#>   [36,]  -2.28580600   4.481394494
#>   [37,]  -2.51856777   5.118867367
#>   [38,]  -2.51856777   5.118867367
#>   [39,]  -3.20183464   4.139192016
#>   [40,]  -3.20183464   4.139192016
#>   [41,]  -3.20183464   4.139192016
#>   [42,]  -3.98726729   3.082455149
#>   [43,]  -3.98726729   3.082455149
#>   [44,]  -4.54580929   2.545791823
#>   [45,]  -3.84221142   3.261193210
#>   [46,]  -5.24162188   3.519730498
#>   [47,]  -3.19861297   4.658643626
#>   [48,]  -2.77375453   2.974362094
#>   [49,]  -3.00940068   3.018696781
#>   [50,]  -3.00940068   3.018696781
#>   [51,]  -2.31577632   2.310102347
#>   [52,]  -1.71216531   2.047451774
#>   [53,]  -1.71216531   2.047451774
#>   [54,]  -0.86598065   2.129171403
#>   [55,]  -1.14960340   2.627080247
#>   [56,]  -2.00480590   2.340185028
#>   [57,]  -3.47344927   3.057709812
#>   [58,]  -3.47344927   3.057709812
#>   [59,]  -2.26942032   3.324977432
#>   [60,]  -3.38913115   3.839577250
#>   [61,]  -4.53225963   3.055100565
#>   [62,]  -4.41015621   1.917088165
#>   [63,]  -6.58638666   1.699943563
#>   [64,]  -6.54788712   1.343562376
#>   [65,]  -8.41527240   0.375888671
#>   [66,]  -8.41527240   0.375888671
#>   [67,]  -7.55397186   0.997528582
#>   [68,]  -8.68699353   1.361181151
#>   [69,]  -8.68699353   1.361181151
#>   [70,]  -8.68699353   1.361181151
#>   [71,]  -8.45067211   1.102061983
#>   [72,]  -8.92455918  -0.173272892
#>   [73,] -10.54376983   0.090893034
#>   [74,] -10.54376983   0.090893034
#>   [75,]  -8.65286662   1.291720498
#>   [76,]  -8.65286662   1.291720498
#>   [77,]  -8.55158214   1.330797804
#>   [78,]  -8.94858364   0.507536653
#>   [79,]  -8.94858364   0.507536653
#>   [80,]  -8.94858364   0.507536653
#>   [81,]  -8.94858364   0.507536653
#>   [82,]  -7.58812231   0.436679222
#>   [83,]  -8.36593938   0.088125382
#>   [84,]  -9.46444829  -0.545052794
#>   [85,] -10.82275109   1.027874784
#>   [86,] -11.16338896   1.814237360
#>   [87,]  -9.57889147   1.819912987
#>   [88,]  -9.02037704   2.235319386
#>   [89,]  -7.82134177   2.835370628
#>   [90,]  -7.89691602   2.875575020
#>   [91,]  -7.51292840   2.333114915
#>   [92,]  -7.17250391   1.860412433
#>   [93,]  -9.46729808   1.228866430
#>   [94,] -10.78011233   1.975895017
#>   [95,] -10.10484231   1.380546057
#>   [96,] -10.10484231   1.380546057
#>   [97,]  -9.06090342   1.077839773
#>   [98,]  -9.06090342   1.077839773
#>   [99,]  -9.06090342   1.077839773
#>  [100,]  -9.05777748   0.999952948
#>  [101,]  -9.32726384   0.301646160
#>  [102,]  -9.83085675  -0.891995022
#>  [103,] -10.94155767   0.356759994
#>  [104,] -10.65178321  -0.123293490
#>  [105,] -10.65178321  -0.123293490
#>  [106,] -10.65178321  -0.123293490
#>  [107,] -10.65178321  -0.123293490
#>  [108,] -10.65178321  -0.123293490
#>  [109,] -10.33894338   0.529385069
#>  [110,] -10.33894338   0.529385069
#>  [111,] -10.69728884  -0.912739374
#>  [112,]  -8.53853228  -0.203024852
#>  [113,]  -8.18258231  -0.562738422
#>  [114,]  -9.10163391   0.000641655
#>  [115,]  -8.15565110   0.549603729
#>  [116,]  -9.09714918   0.767441372
#>  [117,]  -9.09714918   0.767441372
#>  [118,]  -9.31889370  -0.242087351
#>  [119,]  -9.28278414   0.765180415
#>  [120,]  -9.28278414   0.765180415
#>  [121,]  -9.66892687   0.534686193
#>  [122,]  -9.66892687   0.534686193
#>  [123,]  -9.66892687   0.534686193
#>  [124,]  -9.66892687   0.534686193
#>  [125,]  -9.28877737   0.467299918
#>  [126,] -10.45823883   1.026405907
#>  [127,] -10.02964444   0.905438542
#>  [128,]  -8.84998026   0.648517366
#>  [129,]  -8.84998026   0.648517366
#>  [130,]  -8.84998026   0.648517366
#>  [131,]  -8.84998026   0.648517366
#>  [132,]  -8.84998026   0.648517366
#>  [133,]  -8.84998026   0.648517366
#>  [134,]  -8.84998026   0.648517366
#>  [135,]  -7.44305108   0.486683047
#>  [136,]  -7.44305108   0.486683047
#>  [137,]  -8.14365188   2.111636151
#>  [138,]  -6.05696331   2.000716780
#>  [139,]  -6.39084063   2.643669183
#>  [140,]  -6.47091426   2.206387943
#>  [141,]  -6.47091426   2.206387943
#>  [142,]  -6.47091426   2.206387943
#>  [143,]  -7.16286694   2.213273908
#>  [144,]  -7.16286694   2.213273908
#>  [145,]  -6.08379468   3.087889214
#>  [146,]  -6.08379468   3.087889214
#>  [147,]  -7.26538974   3.147206834
#>  [148,]  -8.97869236   2.315187308
#>  [149,]  -8.97869236   2.315187308
#>  [150,]  -9.67712181   1.354738149
#>  [151,]  -9.67712181   1.354738149
#>  [152,]  -9.27202062   0.883815651
#>  [153,]  -9.27202062   0.883815651
#>  [154,]  -9.61910909   0.785264961
#>  [155,] -10.68486748  -0.228721804
#>  [156,] -10.67728071   0.702122227
#>  [157,] -10.67728071   0.702122227
#>  [158,] -10.67728071   0.702122227
#>  [159,] -10.32180405   0.029278197
#>  [160,] -10.32180405   0.029278197
#>  [161,] -10.33293404  -0.649198116
#>  [162,] -10.33293404  -0.649198116
#>  [163,] -10.72947338  -2.575722750
#>  [164,] -10.09923900  -0.474470237
#>  [165,] -10.09923900  -0.474470237
#>  [166,] -10.75574514  -1.144003678
#>  [167,] -10.75574514  -1.144003678
#>  [168,] -10.75574514  -1.144003678
#>  [169,] -10.58805551   0.032529385
#>  [170,] -10.76587693   0.773496092
#>  [171,] -11.01508996   0.566396490
#>  [172,] -11.71309500  -1.327729354
#>  [173,] -11.88989854   0.094806491
#>  [174,] -11.88989854   0.094806491
#>  [175,] -11.88989854   0.094806491
#>  [176,] -11.88989854   0.094806491
#>  [177,] -10.27051903   0.473773644
#>  [178,]  -9.56134057  -0.767069296
#>  [179,]  -9.38099122  -0.269179612
#>  [180,]  -9.38099122  -0.269179612
#>  [181,]  -8.73891066  -0.686505983
#>  [182,]  -8.35227974  -1.605201222
#>  [183,]  -8.23579043  -0.344019170
#>  [184,]  -8.23579043  -0.344019170
#>  [185,]  -8.23579043  -0.344019170
#>  [186,]  -8.49950973   1.314523135
#>  [187,]  -8.93685086   0.962782261
#>  [188,]  -8.93685086   0.962782261
#>  [189,]  -8.85191778   1.544206696
#>  [190,]  -9.65965275   0.683716767
#>  [191,]  -9.65965275   0.683716767
#>  [192,] -10.24130478   0.516487463
#>  [193,]  -9.47817781   1.167943414
#>  [194,]  -9.47817781   1.167943414
#>  [195,]  -9.99158452   1.269463037
#>  [196,]  -9.99158452   1.269463037
#>  [197,]  -9.99158452   1.269463037
#>  [198,] -10.25673192   0.822118506
#>  [199,] -10.25673192   0.822118506
#>  [200,] -10.25673192   0.822118506
#>  [201,] -10.25673192   0.822118506
#>  [202,]  -9.59455313   1.113248729
#>  [203,] -10.29573834   0.584081231
#>  [204,] -10.29573834   0.584081231
#>  [205,] -10.29573834   0.584081231
#>  [206,]  -7.64084000   0.427164042
#>  [207,]  -8.34948046   0.457591247
#>  [208,]  -7.44521134   0.537240457
#>  [209,]  -6.81070843   0.905710869
#>  [210,]  -7.00085393   1.434575563
#>  [211,]  -7.00085393   1.434575563
#>  [212,]  -7.00085393   1.434575563
#>  [213,]  -7.00085393   1.434575563
#>  [214,]  -6.37454416   0.927327357
#>  [215,]  -6.37454416   0.927327357
#>  [216,]  -6.37454416   0.927327357
#>  [217,]  -6.37454416   0.927327357
#>  [218,]  -6.45836985   2.295034023
#>  [219,]  -7.50141776   1.062900849
#>  [220,]  -7.94612050   1.669390655
#>  [221,]  -6.44484088   1.095317216
#>  [222,]  -6.44484088   1.095317216
#>  [223,]  -6.88646599   1.841301448
#>  [224,]  -6.78080128   1.507701767
#>  [225,]  -6.78080128   1.507701767
#>  [226,]  -6.78080128   1.507701767
#>  [227,]  -6.51280811   1.911600575
#>  [228,]  -7.22027454   1.211040561
#>  [229,]  -7.70088439   2.107880134
#>  [230,]  -9.05581245   1.290311862
#>  [231,]  -7.45460711   2.250747101
#>  [232,]  -5.64752049   1.356720346
#>  [233,]  -5.91087702   2.344521604
#>  [234,]  -5.91087702   2.344521604
#>  [235,]  -5.83822857   1.961348958
#>  [236,]  -5.07232176   3.128869628
#>  [237,]  -5.07232176   3.128869628
#>  [238,]  -5.40081344   3.075198122
#>  [239,]  -4.69579979   2.889919851
#>  [240,]  -4.69579979   2.889919851
#>  [241,]  -4.69579979   2.889919851
#>  [242,]  -4.69579979   2.889919851
#>  [243,]  -5.46744110   3.507477852
#>  [244,]  -6.41614682   3.984321608
#>  [245,]  -5.60272845   4.253915373
#>  [246,]  -8.05637580   2.764654559
#>  [247,]  -8.08222631   1.250073307
#>  [248,]  -8.08222631   1.250073307
#>  [249,]  -7.69815363   1.502524055
#>  [250,]  -7.69815363   1.502524055
#>  [251,]  -8.86105915   1.018482781
#>  [252,]  -8.89811062   1.828536574
#>  [253,]  -9.29654410   1.227763288
#>  [254,] -10.40278005   0.281778282
#>  [255,] -10.40278005   0.281778282
#>  [256,] -11.54039281  -1.155468453
#>  [257,] -12.59096499  -2.101775166
#>  [258,] -12.75981394  -1.489053062
#>  [259,] -13.30854084  -3.199384196
#>  [260,] -13.08320133  -3.929299406
#>  [261,] -13.08320133  -3.929299406
#>  [262,] -13.24531787  -3.577289280
#>  [263,] -13.24531787  -3.577289280
#>  [264,] -13.24531787  -3.577289280
#>  [265,] -13.24531787  -3.577289280
#>  [266,] -13.24531787  -3.577289280
#>  [267,] -13.99422214  -4.566714225
#>  [268,] -14.35907315  -4.412841732
#>  [269,] -17.17912519  -4.087630953
#>  [270,] -16.75825061  -4.445159278
#>  [271,] -15.71663502  -4.351610012
#>  [272,] -15.71663502  -4.351610012
#>  [273,] -15.71663502  -4.351610012
#>  [274,] -15.71663502  -4.351610012
#>  [275,] -15.71663502  -4.351610012
#>  [276,] -15.71663502  -4.351610012
#>  [277,] -15.82807279  -5.435610087
#>  [278,] -16.55467582  -4.753732055
#>  [279,] -16.55467582  -4.753732055
#>  [280,] -16.55467582  -4.753732055
#>  [281,] -16.55467582  -4.753732055
#>  [282,] -16.55467582  -4.753732055
#>  [283,] -17.29255227  -4.169503644
#>  [284,] -17.29255227  -4.169503644
#>  [285,] -17.87773467  -5.723179485
#>  [286,] -17.74167646  -7.722218619
#>  [287,] -18.81663745  -7.971827645
#>  [288,] -18.81663745  -7.971827645
#>  [289,] -19.38240195  -7.844209796
#>  [290,] -19.38240195  -7.844209796
#>  [291,] -18.88663470  -7.467168212
#>  [292,] -18.62197295  -7.163319948
#>  [293,] -17.88547315  -8.690426926
#>  [294,] -17.88547315  -8.690426926
#>  [295,] -18.63111248  -8.708382378
#>  [296,] -17.61439919  -8.586761792
#>  [297,] -17.06021493  -7.610000725
#>  [298,] -17.74148809  -7.812448284
#>  [299,] -17.81702529  -6.516386832
#>  [300,] -17.86342593  -7.470015558
#>  [301,] -17.94233588  -6.871960937
#>  [302,] -17.94233588  -6.871960937
#>  [303,] -18.62051166  -7.106601756
#>  [304,] -18.62051166  -7.106601756
#>  [305,] -18.62051166  -7.106601756
#>  [306,] -17.22150737  -6.733902793
#>  [307,] -17.58434919  -6.141851822
#>  [308,] -17.03444967  -5.274034909
#>  [309,] -17.03444967  -5.274034909
#>  [310,] -17.03444967  -5.274034909
#>  [311,] -17.03444967  -5.274034909
#>  [312,] -17.03444967  -5.274034909
#>  [313,] -17.03444967  -5.274034909
#>  [314,] -17.48687573  -5.713325882
#>  [315,] -17.48687573  -5.713325882
#>  [316,] -17.48687573  -5.713325882
#>  [317,] -16.37892366  -6.165979952
#>  [318,] -16.37892366  -6.165979952
#>  [319,] -16.72625787  -5.482265651
#>  [320,] -16.72625787  -5.482265651
#>  [321,] -16.46442306  -5.343576447
#>  [322,] -16.88062178  -5.864120242
#>  [323,] -16.88062178  -5.864120242
#>  [324,] -16.88062178  -5.864120242
#>  [325,] -16.88062178  -5.864120242
#>  [326,] -15.27199755  -4.434265979
#>  [327,] -16.06465140  -5.129923353
#>  [328,] -17.80889080  -6.099997165
#>  [329,] -17.44900917  -7.011633275
#>  [330,] -16.05661531  -5.651557124
#>  [331,] -16.05661531  -5.651557124
#>  [332,] -14.84190800  -5.144598444
#>  [333,] -14.84190800  -5.144598444
#>  [334,] -14.09867986  -4.587444836
#>  [335,] -14.85438206  -4.988980019
#>  [336,] -14.85438206  -4.988980019
#>  [337,] -16.11055555  -4.508132473
#>  [338,] -15.58857938  -6.426454723
#>  [339,] -16.40685083  -4.343253264
#>  [340,] -16.40685083  -4.343253264
#>  [341,] -16.40685083  -4.343253264
#>  [342,] -15.87658689  -4.654228197
#>  [343,] -15.28254098  -4.935923847
#>  [344,] -15.28254098  -4.935923847
#>  [345,] -15.28254098  -4.935923847
#>  [346,] -15.28254098  -4.935923847
#>  [347,] -16.67861323  -5.555075394
#>  [348,] -17.47576647  -6.470995931
#>  [349,] -17.56078248  -5.821615113
#>  [350,] -17.02131598  -6.882849108
#>  [351,] -17.32319171  -7.278606120
#>  [352,] -17.32319171  -7.278606120
#>  [353,] -17.32319171  -7.278606120
#>  [354,] -17.13397884  -7.029657006
#>  [355,] -17.04913471  -6.512780789
#>  [356,] -17.60605310  -6.210354159
#>  [357,] -17.60605310  -6.210354159
#>  [358,] -17.60605310  -6.210354159
#>  [359,] -18.56108764  -6.558202648
#>  [360,] -19.93886341  -7.903874962
#>  [361,] -18.19268523  -8.078221615
#>  [362,] -16.51767430  -6.901314981
#>  [363,] -16.65419679  -5.814555713
#>  [364,] -16.65419679  -5.814555713
#>  [365,] -17.52905723  -6.704608216
#>  [366,] -17.21947672  -6.454743888
#>  [367,] -16.56093241  -5.603082808
#>  [368,] -16.47021580  -6.260140219
#>  [369,] -15.16880505  -5.050407790
#>  [370,] -13.81110007  -3.835346614
#>  [371,] -12.78485228  -3.327927522
#>  [372,] -13.00311253  -4.653932733
#>  [373,] -13.00311253  -4.653932733
#>  [374,] -12.70724223  -4.597142939
#>  [375,] -12.76697019  -4.173267826
#>  [376,] -14.07358712  -4.082923554
#>  [377,] -14.58242306  -5.014443118
#>  [378,] -14.62163771  -5.532894800
#>  [379,] -14.27051681  -4.496343334
#>  [380,] -14.27051681  -4.496343334
#>  [381,] -14.27051681  -4.496343334
#>  [382,] -13.88686003  -3.049433109
#>  [383,] -14.51081464  -2.109490662
#>  [384,] -12.44702542  -2.085580075
#>  [385,] -13.54686493  -1.782608031
#>  [386,] -13.54686493  -1.782608031
#>  [387,] -13.28322293  -2.110042773
#>  [388,] -13.28322293  -2.110042773
#>  [389,] -13.84172756  -2.597336417
#>  [390,] -13.84172756  -2.597336417
#>  [391,] -13.84172756  -2.597336417
#>  [392,] -13.84172756  -2.597336417
#>  [393,] -12.90497532  -2.106822890
#>  [394,] -11.92282573  -1.864642163
#>  [395,] -11.92282573  -1.864642163
#>  [396,] -11.76055521  -1.604171771
#>  [397,] -11.76055521  -1.604171771
#>  [398,] -11.76055521  -1.604171771
#>  [399,] -11.87326209  -2.113054364
#>  [400,] -11.40312696  -1.252441651
#>  [401,] -10.82527299  -0.977714182
#>  [402,] -11.04111317  -0.356581895
#>  [403,] -11.04111317  -0.356581895
#>  [404,] -10.93736452  -1.060144168
#>  [405,] -12.46955885  -1.611276185
#>  [406,] -11.58638867  -0.939855906
#>  [407,] -13.70263982  -1.916630161
#>  [408,] -13.70263982  -1.916630161
#>  [409,] -13.64143722  -3.140457245
#>  [410,] -13.64143722  -3.140457245
#>  [411,] -13.48689114  -3.266068835
#>  [412,] -13.48689114  -3.266068835
#>  [413,] -13.48689114  -3.266068835
#>  [414,] -14.14607668  -3.652373214
#>  [415,] -14.96857110  -3.403677504
#>  [416,] -14.96857110  -3.403677504
#>  [417,] -14.96857110  -3.403677504
#>  [418,] -14.39373452  -3.609354350
#>  [419,] -13.97243204  -2.830317240
#>  [420,] -12.39751241  -2.262549409
#>  [421,] -12.39751241  -2.262549409
#>  [422,] -12.39751241  -2.262549409
#>  [423,] -12.39751241  -2.262549409
#>  [424,] -12.39751241  -2.262549409
#>  [425,] -13.10383413  -2.752169453
#>  [426,] -13.54919713  -1.613501932
#>  [427,] -13.54919713  -1.613501932
#>  [428,] -13.54919713  -1.613501932
#>  [429,] -13.54919713  -1.613501932
#>  [430,] -11.52335107  -1.185883123
#>  [431,] -11.52335107  -1.185883123
#>  [432,] -12.99788900  -1.581324324
#>  [433,] -11.88333406   1.036456485
#>  [434,] -11.46322006   0.973594856
#>  [435,] -11.46322006   0.973594856
#>  [436,] -12.57978138   0.193324954
#>  [437,] -12.18960431  -0.575232340
#>  [438,]  -9.43883956   0.938437381
#>  [439,]  -9.25594810  -0.938277998
#>  [440,]  -9.25594810  -0.938277998
#>  [441,]  -9.21372920  -0.540870955
#>  [442,] -10.06914233  -0.685772585
#>  [443,] -11.55169987  -0.549585217
#>  [444,] -11.55169987  -0.549585217
#>  [445,]  -9.97119925  -0.748304001
#>  [446,] -10.38767552  -0.067361328
#>  [447,] -10.78415788   0.248468944
#>  [448,] -10.78415788   0.248468944
#>  [449,] -10.45609669   0.446320824
#>  [450,] -10.45609669   0.446320824
#>  [451,] -10.45609669   0.446320824
#>  [452,] -10.08451690   0.801753607
#>  [453,]  -9.99638973   0.330207522
#>  [454,]  -9.99638973   0.330207522
#>  [455,]  -9.15776142   0.152408754
#>  [456,]  -9.15776142   0.152408754
#>  [457,] -10.23038092   0.326082130
#>  [458,]  -9.45287424   1.394522268
#>  [459,]  -9.08389840  -0.144682257
#>  [460,]  -8.15336314   0.266129539
#>  [461,]  -8.15336314   0.266129539
#>  [462,]  -8.27975905   1.714276246
#>  [463,]  -9.54306989   1.050795252
#>  [464,]  -9.84729372   1.388453315
#>  [465,]  -9.84729372   1.388453315
#>  [466,]  -9.03250936   1.115531582
#>  [467,]  -9.68478535   1.701859011
#>  [468,]  -9.68478535   1.701859011
#>  [469,]  -8.88650883   1.609460700
#>  [470,]  -9.28218590   0.914592373
#>  [471,]  -8.36832678   0.438338042
#>  [472,]  -8.40858595   1.684970152
#>  [473,]  -7.19930348   1.480999733
#>  [474,]  -9.05670802   1.234029253
#>  [475,]  -9.05670802   1.234029253
#>  [476,]  -9.51678350   1.292962050
#>  [477,]  -9.51678350   1.292962050
#>  [478,]  -8.64187668   0.319468024
#>  [479,]  -9.16612874   1.585757450
#>  [480,]  -9.16612874   1.585757450
#>  [481,]  -9.16612874   1.585757450
#>  [482,]  -6.05694606   0.516204675
#>  [483,]  -6.05694606   0.516204675
#>  [484,]  -6.10710582   1.829348223
#>  [485,]  -6.10710582   1.829348223
#>  [486,]  -6.10710582   1.829348223
#>  [487,]  -6.18029739   2.131495146
#>  [488,]  -6.18029739   2.131495146
#>  [489,]  -5.77533815   2.263465738
#>  [490,]  -5.77533815   2.263465738
#>  [491,]  -5.65558910   1.537447634
#>  [492,]  -5.58427098   1.770496011
#>  [493,]  -5.58427098   1.770496011
#>  [494,]  -5.32845643   1.572419838
#>  [495,]  -3.81288230   2.416699893
#>  [496,]  -3.35889793   3.291098461
#>  [497,]  -4.18859018   3.722193847
#>  [498,]  -4.16597587   3.700732622
#>  [499,]  -3.76473206   3.672925366
#>  [500,]  -4.51491484   4.209135831
#>  [501,]  -4.59913108   4.267307284
#>  [502,]  -6.45050953   3.357519101
#>  [503,]  -7.42560009   2.661950087
#>  [504,]  -8.17617157   2.071011702
#>  [505,]  -8.17617157   2.071011702
#>  [506,] -10.04006667   0.796502782
#>  [507,]  -9.39679569   1.100998156
#>  [508,]  -9.35631439   0.976818698
#>  [509,]  -8.64599840  -0.168679686
#>  [510,]  -8.98085006   0.454331900
#>  [511,] -10.29977592  -0.130808806
#>  [512,]  -9.08590113  -0.816741263
#>  [513,] -10.37545887   0.089098746
#>  [514,]  -9.82046243   0.525164667
#>  [515,] -10.09111149  -0.072761663
#>  [516,]  -9.69689372   0.942141363
#>  [517,]  -9.32966280   0.194900121
#>  [518,]  -8.71282052   1.424186960
#>  [519,]  -7.26778615   0.396339826
#>  [520,]  -7.26778615   0.396339826
#>  [521,]  -8.52826236   0.281683798
#>  [522,]  -8.79985908   0.739108018
#>  [523,]  -8.79985908   0.739108018
#>  [524,]  -8.05902092   0.574295630
#>  [525,]  -9.81331668   0.186839867
#>  [526,]  -9.84275525  -0.088103911
#>  [527,]  -8.97631906   0.183162825
#>  [528,]  -8.97631906   0.183162825
#>  [529,]  -9.09947432   1.839419145
#>  [530,]  -8.14702971   1.455381626
#>  [531,]  -6.49367524   0.358990294
#>  [532,]  -7.43917290   0.015978334
#>  [533,]  -7.61321172  -0.376260948
#>  [534,]  -8.14084403   0.103314377
#>  [535,]  -7.45376140   0.935533673
#>  [536,]  -7.45376140   0.935533673
#>  [537,]  -7.15564215   0.440024979
#>  [538,]  -7.15564215   0.440024979
#>  [539,]  -7.15564215   0.440024979
#>  [540,]  -6.92220193   0.250788402
#>  [541,]  -6.92220193   0.250788402
#>  [542,]  -6.53855144  -0.207843849
#>  [543,]  -5.59118383  -0.105083656
#>  [544,]  -4.26909552   1.260880981
#>  [545,]  -4.15194391   2.607205235
#>  [546,]  -3.48102087   2.638159891
#>  [547,]  -2.08793802   3.688332095
#>  [548,]  -2.08793802   3.688332095
#>  [549,]  -1.61163025   2.584121111
#>  [550,]  -1.01387603   3.050205697
#>  [551,]  -1.20250823   2.142543429
#>  [552,]  -1.97187693   3.535624168
#>  [553,]  -2.36458640   4.405664749
#>  [554,]  -2.36458640   4.405664749
#>  [555,]  -3.74349993   2.753858906
#>  [556,]  -3.67006754   2.505995886
#>  [557,]  -2.62914876   3.571949240
#>  [558,]  -2.42755126   1.874757322
#>  [559,]  -2.39364698   2.238723311
#>  [560,]  -4.04968421   3.309584403
#>  [561,]  -4.04968421   3.309584403
#>  [562,]  -4.32940397   2.415455352
#>  [563,]  -4.32940397   2.415455352
#>  [564,]  -4.52174118   2.444265164
#>  [565,]  -4.52174118   2.444265164
#>  [566,]  -4.14815224   2.767604375
#>  [567,]  -2.75429781   2.471839884
#>  [568,]  -2.48202079   1.390180875
#>  [569,]  -2.48202079   1.390180875
#>  [570,]  -1.44973238   1.605319401
#>  [571,]  -1.44973238   1.605319401
#>  [572,]  -1.44973238   1.605319401
#>  [573,]  -0.11895990   3.216967633
#>  [574,]  -0.11895990   3.216967633
#>  [575,]  -0.11895990   3.216967633
#>  [576,]   1.16659381   3.804816165
#>  [577,]   1.16659381   3.804816165
#>  [578,]   2.07965095   3.018063173
#>  [579,]   2.07965095   3.018063173
#>  [580,]   2.07965095   3.018063173
#>  [581,]   2.07965095   3.018063173
#>  [582,]   2.07965095   3.018063173
#>  [583,]   2.07965095   3.018063173
#>  [584,]   1.99361735   1.299245589
#>  [585,]   2.89043169   1.304648622
#>  [586,]   3.90238909   2.136028432
#>  [587,]   3.12698934   1.741027777
#>  [588,]   2.58762154   1.569709351
#>  [589,]   2.58762154   1.569709351
#>  [590,]   3.42869089   1.907884448
#>  [591,]   3.42869089   1.907884448
#>  [592,]   3.38115181   2.694809873
#>  [593,]   4.40211531   3.575658229
#>  [594,]   4.11581516   2.772217966
#>  [595,]   4.22895343   3.030399321
#>  [596,]   4.35367179   4.326993659
#>  [597,]   4.18602098   3.574537035
#>  [598,]   3.90199453   3.617406076
#>  [599,]   6.80470023   4.237379313
#>  [600,]   6.80470023   4.237379313
#>  [601,]   6.80470023   4.237379313
#>  [602,]   6.63559118   2.318146793
#>  [603,]   7.93696852   2.646066399
#>  [604,]   7.93696852   2.646066399
#>  [605,]   9.16025036   2.229830300
#>  [606,]   9.16025036   2.229830300
#>  [607,]   8.79627281   2.405177705
#>  [608,]   8.28141569   1.581389465
#>  [609,]   8.31539153   0.364099819
#>  [610,]   8.31539153   0.364099819
#>  [611,]   8.31539153   0.364099819
#>  [612,]   7.94844211   0.234691020
#>  [613,]   9.85421604   0.568387045
#>  [614,]   9.58466937   0.642045277
#>  [615,]   9.58466937   0.642045277
#>  [616,]   9.58466937   0.642045277
#>  [617,]   8.56815539   0.580714210
#>  [618,]   9.00315714   1.129547702
#>  [619,]   7.31557936   1.463918161
#>  [620,]   7.36545908   2.299667607
#>  [621,]   7.36545908   2.299667607
#>  [622,]   6.17792895   2.662085072
#>  [623,]   6.11286969   1.532083575
#>  [624,]   4.91932876   1.412175516
#>  [625,]   4.91932876   1.412175516
#>  [626,]   6.21907973  -0.203809990
#>  [627,]   6.21907973  -0.203809990
#>  [628,]   6.21907973  -0.203809990
#>  [629,]   6.21907973  -0.203809990
#>  [630,]   6.76274985   1.536408404
#>  [631,]   6.76274985   1.536408404
#>  [632,]   5.46688448   2.219041494
#>  [633,]   5.46688448   2.219041494
#>  [634,]   5.70539917   1.920203616
#>  [635,]   5.70539917   1.920203616
#>  [636,]   7.50932413   0.564160124
#>  [637,]   8.04082661   0.549253477
#>  [638,]   7.75175786   2.056236769
#>  [639,]   6.44633411   1.535707484
#>  [640,]   5.04542178   2.980722394
#>  [641,]   4.08017321   3.016017438
#>  [642,]   4.08017321   3.016017438
#>  [643,]   4.08017321   3.016017438
#>  [644,]   3.94136563   2.793424706
#>  [645,]   3.94136563   2.793424706
#>  [646,]   4.33360177   3.171844676
#>  [647,]   5.58177482   3.314919313
#>  [648,]   5.60321566   2.488567142
#>  [649,]   5.66754130   3.349830904
#>  [650,]   5.69954268   3.530228453
#>  [651,]   7.22375844   2.909865448
#>  [652,]   6.99577782   3.152531505
#>  [653,]   6.99577782   3.152531505
#>  [654,]   6.99577782   3.152531505
#>  [655,]   5.59758929   2.741010297
#>  [656,]   4.64053821   2.266951691
#>  [657,]   4.34664529   1.976293577
#>  [658,]   1.97646384   1.979551655
#>  [659,]   1.68253749   1.905580201
#>  [660,]   1.27712300   3.319804865
#>  [661,]  -0.28906902   2.497108088
#>  [662,]  -0.76961183   3.333362336
#>  [663,]  -0.76961183   3.333362336
#>  [664,]  -1.11382656   3.979137744
#>  [665,]  -1.11382656   3.979137744
#>  [666,]  -1.52073619   3.518202538
#>  [667,]  -1.22467888   3.008711003
#>  [668,]  -0.34847514   2.794014356
#>  [669,]  -1.73992716   4.068667487
#>  [670,]  -2.50317220   2.950174573
#>  [671,]  -2.58970651   3.770844245
#>  [672,]  -1.95687294   4.303670193
#>  [673,]  -1.95687294   4.303670193
#>  [674,]  -2.34753715   3.900895082
#>  [675,]  -3.51337669   3.062743969
#>  [676,]  -3.51337669   3.062743969
#>  [677,]  -2.98187278   1.177680315
#>  [678,]  -4.54813062   2.391412803
#>  [679,]  -3.65776792   2.278989691
#>  [680,]  -2.17383660   1.835215955
#>  [681,]  -2.17383660   1.835215955
#>  [682,]  -0.50397703   1.798760410
#>  [683,]  -0.27512332   1.728948681
#>  [684,]  -0.20022576   1.788250521
#>  [685,]  -0.20022576   1.788250521
#>  [686,]  -0.72017529   2.562679142
#>  [687,]  -2.44465632   2.875062630
#>  [688,]  -3.20375109   2.365759026
#>  [689,]  -3.20375109   2.365759026
#>  [690,]  -4.45470075   2.319422984
#>  [691,]  -4.45470075   2.319422984
#>  [692,]  -3.77230932   1.389649621
#>  [693,]  -4.44479557   1.464634917
#>  [694,]  -4.77390782   1.577683997
#>  [695,]  -4.25828582   2.970650542
#>  [696,]  -3.81672620   1.951346028
#>  [697,]  -4.41090570   1.579490690
#>  [698,]  -3.44908654   2.087922691
#>  [699,]  -3.72919093   2.998976681
#>  [700,]  -3.55080770   2.473199372
#>  [701,]  -5.73456282   2.349564476
#>  [702,]  -5.73456282   2.349564476
#>  [703,]  -5.42465447   0.785523812
#>  [704,]  -5.67068260   1.151316002
#>  [705,]  -6.06950809   0.797909872
#>  [706,]  -5.88180193   0.359847700
#>  [707,]  -5.88180193   0.359847700
#>  [708,]  -6.31239502   0.372878594
#>  [709,]  -6.31239502   0.372878594
#>  [710,]  -8.73530630  -0.433411659
#>  [711,]  -9.32041324   0.124730423
#>  [712,]  -9.59740225   0.261200012
#>  [713,] -11.02346224   2.015303739
#>  [714,] -11.02346224   2.015303739
#>  [715,] -11.40101637   2.387772996
#>  [716,]  -9.49506062   1.714934453
#>  [717,]  -9.49506062   1.714934453
#>  [718,]  -8.03820264  -0.218849789
#>  [719,]  -7.91902496   0.132004642
#>  [720,]  -7.91902496   0.132004642
#>  [721,]  -7.25473440   2.116099766
#>  [722,]  -7.25473440   2.116099766
#>  [723,]  -7.25473440   2.116099766
#>  [724,]  -6.35021325   2.099513057
#>  [725,]  -6.55188509   2.189100181
#>  [726,]  -7.61843687   1.059271010
#>  [727,]  -7.36806907   0.585965177
#>  [728,]  -7.36806907   0.585965177
#>  [729,]  -7.36806907   0.585965177
#>  [730,]  -7.23219365   1.084402945
#>  [731,]  -6.59592662   1.502646764
#>  [732,]  -6.59592662   1.502646764
#>  [733,]  -7.17974413   2.619730777
#>  [734,]  -7.33388880   2.176085116
#>  [735,]  -7.33388880   2.176085116
#>  [736,]  -8.89862351   2.687675034
#>  [737,]  -8.36064232   2.223044408
#>  [738,]  -9.64962855   1.509850037
#>  [739,]  -9.64962855   1.509850037
#>  [740,]  -9.64962855   1.509850037
#>  [741,] -10.68474921   0.945978979
#>  [742,]  -9.63754378  -0.600597369
#>  [743,] -10.83982305   0.309396834
#>  [744,] -12.31601369   0.209009007
#>  [745,] -11.17370785   0.476123180
#>  [746,] -11.17370785   0.476123180
#>  [747,] -11.17370785   0.476123180
#>  [748,]  -9.74714226   0.236455851
#>  [749,]  -8.17371597   0.675362255
#>  [750,]  -8.17371597   0.675362255
#>  [751,]  -7.42953409  -0.362522391
#>  [752,]  -6.90947668   0.353950189
#>  [753,]  -6.89626383   0.468543999
#>  [754,]  -6.27822602   0.546107518
#>  [755,]  -5.50975710   1.399190955
#>  [756,]  -4.90092855   2.172435718
#>  [757,]  -4.35573607   2.738278247
#>  [758,]  -4.35573607   2.738278247
#>  [759,]  -4.67560943   1.773133703
#>  [760,]  -4.46707284   2.894394051
#>  [761,]  -4.32365180   2.693373545
#>  [762,]  -5.68630847   2.192683152
#>  [763,]  -5.68630847   2.192683152
#>  [764,]  -3.90317398   3.224064131
#>  [765,]  -3.90317398   3.224064131
#>  [766,]  -3.90317398   3.224064131
#>  [767,]  -3.32165709   3.017789230
#>  [768,]  -4.53397221   2.397890201
#>  [769,]  -4.03287302   2.434409988
#>  [770,]  -3.33449881   2.472605743
#>  [771,]  -3.33449881   2.472605743
#>  [772,]  -3.38289719   1.877933481
#>  [773,]  -3.38289719   1.877933481
#>  [774,]  -4.36018531   1.195256046
#>  [775,]  -4.36018531   1.195256046
#>  [776,]  -5.04823122   0.300524935
#>  [777,]  -5.47846644  -0.253257559
#>  [778,]  -5.47846644  -0.253257559
#>  [779,]  -5.47846644  -0.253257559
#>  [780,]  -5.47846644  -0.253257559
#>  [781,]  -4.99976242  -0.367057319
#>  [782,]  -4.99976242  -0.367057319
#>  [783,]  -4.99976242  -0.367057319
#>  [784,]  -4.57825712  -0.867190515
#>  [785,]  -5.62707500  -1.484673736
#>  [786,]  -5.62707500  -1.484673736
#>  [787,]  -4.49208462  -0.922394637
#>  [788,]  -3.69082747   1.602714131
#>  [789,]  -4.08849725   1.359176790
#>  [790,]  -3.63444023   0.652519542
#>  [791,]  -3.63444023   0.652519542
#>  [792,]  -3.63444023   0.652519542
#>  [793,]  -4.49648262   0.302790275
#>  [794,]  -4.49648262   0.302790275
#>  [795,]  -3.82923921   1.406842570
#>  [796,]  -3.87650195   1.214797611
#>  [797,]  -4.18105590   0.894902846
#>  [798,]  -3.29233773   0.905237799
#>  [799,]  -3.13148572   1.466809184
#>  [800,]  -3.13148572   1.466809184
#>  [801,]  -4.98995925   0.738950965
#>  [802,]  -4.98995925   0.738950965
#>  [803,]  -4.98995925   0.738950965
#>  [804,]  -5.30816734   1.047147009
#>  [805,]  -5.45972160   2.548764484
#>  [806,]  -5.14256696   2.400028107
#>  [807,]  -5.14256696   2.400028107
#>  [808,]  -5.16065408   2.230829368
#>  [809,]  -5.16065408   2.230829368
#>  [810,]  -7.48334050   2.309873643
#>  [811,]  -7.48334050   2.309873643
#>  [812,]  -6.08199747   2.009001531
#>  [813,]  -5.60759074   1.742755772
#>  [814,]  -5.36028937   0.775608816
#>  [815,]  -5.36028937   0.775608816
#>  [816,]  -4.05202281   1.289330712
#>  [817,]  -4.05202281   1.289330712
#>  [818,]  -3.61434076   0.639055566
#>  [819,]  -3.45723180   0.338026018
#>  [820,]  -3.03642152   0.852518570
#>  [821,]  -3.16276883   2.058141929
#>  [822,]  -3.16276883   2.058141929
#>  [823,]  -3.16276883   2.058141929
#>  [824,]  -3.16276883   2.058141929
#>  [825,]  -3.16276883   2.058141929
#>  [826,]  -3.16276883   2.058141929
#>  [827,]  -3.16276883   2.058141929
#>  [828,]  -2.89964549   3.064893585
#>  [829,]  -3.55063608   2.742519702
#>  [830,]  -3.55063608   2.742519702
#>  [831,]  -4.27127223   2.992600245
#>  [832,]  -3.65439874   2.331163704
#>  [833,]  -3.39457725   3.349129393
#>  [834,]  -4.00513359   2.999822567
#>  [835,]  -3.99170792   2.932493880
#>  [836,]  -3.99170792   2.932493880
#>  [837,]  -3.96238961   2.580404393
#>  [838,]  -5.17728084   3.079051269
#>  [839,]  -5.17728084   3.079051269
#>  [840,]  -5.67760554   1.969465478
#>  [841,]  -5.67760554   1.969465478
#>  [842,]  -4.41351135   1.259118210
#>  [843,]  -4.41351135   1.259118210
#>  [844,]  -4.41351135   1.259118210
#>  [845,]  -4.41351135   1.259118210
#>  [846,]  -5.28224716   1.357755368
#>  [847,]  -5.28224716   1.357755368
#>  [848,]  -5.28224716   1.357755368
#>  [849,]  -4.42138512   0.633209775
#>  [850,]  -4.42138512   0.633209775
#>  [851,]  -6.15230372   0.260103313
#>  [852,]  -6.15230372   0.260103313
#>  [853,]  -6.23211675   1.456251475
#>  [854,]  -6.23211675   1.456251475
#>  [855,]  -7.45214717   1.212911494
#>  [856,]  -8.13446891   0.076276139
#>  [857,]  -8.93781618  -0.097815742
#>  [858,]  -8.93781618  -0.097815742
#>  [859,]  -7.55186348   0.838258960
#>  [860,]  -8.74632317   2.189891272
#>  [861,]  -7.77592615   2.720860544
#>  [862,]  -7.77592615   2.720860544
#>  [863,]  -7.77592615   2.720860544
#>  [864,]  -7.26210589   3.223649855
#>  [865,]  -7.12571992   2.766835117
#>  [866,]  -6.71986302   1.267653601
#>  [867,]  -6.71986302   1.267653601
#>  [868,]  -7.19898711   1.976409177
#>  [869,] -10.13274590   1.717853493
#>  [870,] -10.13274590   1.717853493
#>  [871,] -10.13274590   1.717853493
#>  [872,] -10.13274590   1.717853493
#>  [873,] -10.97467718   1.216552104
#>  [874,] -11.21011235   0.953381257
#>  [875,] -11.21011235   0.953381257
#>  [876,] -10.50913834   0.577079761
#>  [877,]  -9.82017958   0.895044796
#>  [878,]  -8.62216225   0.427311345
#>  [879,]  -9.75448902   0.776824424
#>  [880,]  -9.35460508   0.138119102
#>  [881,]  -9.35460508   0.138119102
#>  [882,]  -9.24141813   0.578325436
#>  [883,]  -9.98144289  -0.026128009
#>  [884,] -10.48624574   0.063825034
#>  [885,] -10.48624574   0.063825034
#>  [886,]  -9.53084723  -0.650183244
#>  [887,]  -8.24313810   0.247541856
#>  [888,]  -8.24313810   0.247541856
#>  [889,]  -7.17528785   1.172804396
#>  [890,]  -7.17528785   1.172804396
#>  [891,]  -6.83956483   0.528193425
#>  [892,]  -7.76556463   1.887727821
#>  [893,]  -7.62280426   1.365152349
#>  [894,]  -7.13525445   0.297443184
#>  [895,]  -6.03851750  -0.397021532
#>  [896,]  -6.03851750  -0.397021532
#>  [897,]  -4.81065849   0.423811540
#>  [898,]  -5.17101905   1.055272186
#>  [899,]  -5.48955573   2.237293578
#>  [900,]  -4.55568469   2.004622700
#>  [901,]  -4.55568469   2.004622700
#>  [902,]  -4.55568469   2.004622700
#>  [903,]  -2.66567505   2.630595814
#>  [904,]  -2.66567505   2.630595814
#>  [905,]  -0.95062087   1.987287765
#>  [906,]  -1.78094425   2.469403356
#>  [907,]  -1.32507784   1.504848015
#>  [908,]   0.12905840   1.642088287
#>  [909,]   0.05246526   1.363080992
#>  [910,]   0.05246526   1.363080992
#>  [911,]  -0.90056202   2.013131771
#>  [912,]  -0.42485645   2.795776137
#>  [913,]  -0.42485645   2.795776137
#>  [914,]  -0.42485645   2.795776137
#>  [915,]  -1.19379573   3.866477477
#>  [916,]  -1.19379573   3.866477477
#>  [917,]  -2.71537493   3.712354033
#>  [918,]  -2.51116784   2.733303588
#>  [919,]  -2.51116784   2.733303588
#>  [920,]  -2.51116784   2.733303588
#>  [921,]  -2.51116784   2.733303588
#>  [922,]  -3.56274366   1.841902247
#>  [923,]  -3.70089038   3.145319705
#>  [924,]  -2.23274117   3.977825831
#>  [925,]  -3.59495263   3.741945280
#>  [926,]  -3.67180888   3.889046808
#>  [927,]  -2.83477204   3.952046479
#>  [928,]  -2.83477204   3.952046479
#>  [929,]  -2.82303728   4.286101763
#>  [930,]  -2.60696249   3.147235978
#>  [931,]  -3.06418347   3.878059199
#>  [932,]  -3.06418347   3.878059199
#>  [933,]  -3.06332679   3.499769392
#>  [934,]  -3.06332679   3.499769392
#>  [935,]  -2.71208455   2.806606271
#>  [936,]  -2.79460801   3.879205029
#>  [937,]  -4.18998359   3.742490636
#>  [938,]  -2.83346814   4.142492235
#>  [939,]  -1.77788578   3.981538869
#>  [940,]  -0.68398965   3.448847772
#>  [941,]  -0.68398965   3.448847772
#>  [942,]  -1.31572410   2.095067786
#>  [943,]  -2.85518141   2.233538570
#>  [944,]  -2.85518141   2.233538570
#>  [945,]  -1.94603283   2.623117760
#>  [946,]  -0.67068247   2.827594940
#>  [947,]  -3.02298831   3.323441429
#>  [948,]  -3.02298831   3.323441429
#>  [949,]  -3.54328867   2.778127960
#>  [950,]  -3.76884662   2.435746125
#>  [951,]  -4.04601109   2.838913272
#>  [952,]  -3.87014107   1.433312261
#>  [953,]  -2.83414806   2.036974593
#>  [954,]  -4.55918468   1.784419835
#>  [955,]  -4.41103031   2.774146630
#>  [956,]  -4.66115819   2.235158046
#>  [957,]  -4.66115819   2.235158046
#>  [958,]  -3.66022975   0.976452742
#>  [959,]  -2.06743856   2.230814983
#>  [960,]  -2.10753177   3.238240919
#>  [961,]  -2.16592413   2.908719304
#>  [962,]  -3.54763775   2.064649751
#>  [963,]  -2.18745594   3.377488374
#>  [964,]  -1.38710633   4.092421405
#>  [965,]  -1.38710633   4.092421405
#>  [966,]  -1.80625420   3.884241418
#>  [967,]  -2.12626866   3.871860623
#>  [968,]  -1.69879262   4.181572806
#>  [969,]  -2.54685449   3.200752096
#>  [970,]  -4.09065199   2.061332671
#>  [971,]  -4.09065199   2.061332671
#>  [972,]  -4.46224603   2.970175687
#>  [973,]  -4.46224603   2.970175687
#>  [974,]  -4.46224603   2.970175687
#>  [975,]  -3.55833360   3.667935549
#>  [976,]  -4.87739570   3.108491310
#>  [977,]  -5.59283424   2.527227099
#>  [978,]  -4.22148862   2.609854803
#>  [979,]  -4.22148862   2.609854803
#>  [980,]  -3.42141824   1.607657911
#>  [981,]  -3.08891239   1.413347240
#>  [982,]  -3.23457805   2.918602780
#>  [983,]  -1.52825874   2.201700328
#>  [984,]   0.21017279   2.188594380
#>  [985,]  -0.80061106   3.580623861
#>  [986,]  -1.30299507   4.498858970
#>  [987,]  -0.47770121   3.182353495
#>  [988,]  -1.47179505   3.668291355
#>  [989,]  -2.39744462   3.879654907
#>  [990,]  -1.46008288   3.101062663
#>  [991,]  -1.73780862   3.216544972
#>  [992,]  -1.73780862   3.216544972
#>  [993,]  -1.08233958   4.215123239
#>  [994,]  -2.77188648   2.733737061
#>  [995,]  -3.83738733   2.768387760
#>  [996,]  -3.83738733   2.768387760
#>  [997,]  -3.08195281   3.181966294
#>  [998,]  -3.08195281   3.181966294
#>  [999,]  -3.52969934   2.250154972
#> [1000,]  -3.17190282   2.590653552
#> [1001,]  -3.17190282   2.590653552
#> [1002,]  -4.01074545   2.060625962
#> [1003,]  -4.01074545   2.060625962
#> [1004,]  -3.83487287   0.694837110
#> [1005,]  -3.83487287   0.694837110
#> [1006,]  -4.26427736   0.774469086
#> [1007,]  -4.53717293   0.251473605
#> [1008,]  -4.53717293   0.251473605
#> [1009,]  -4.41071973   1.103413769
#> [1010,]  -4.95619038   1.082894091
#> [1011,]  -4.83973193  -0.083802618
#> [1012,]  -5.63306430  -0.832434230
#> [1013,]  -6.12905612  -0.703914844
#> [1014,]  -6.12905612  -0.703914844
#> [1015,]  -5.16440643  -0.343069722
#> [1016,]  -5.16440643  -0.343069722
#> [1017,]  -5.16440643  -0.343069722
#> [1018,]  -5.16440643  -0.343069722
#> [1019,]  -5.16440643  -0.343069722
#> [1020,]  -5.16440643  -0.343069722
#> [1021,]  -5.16440643  -0.343069722
#> [1022,]  -5.16440643  -0.343069722
#> [1023,]  -6.11505538  -0.597495185
#> [1024,]  -6.11505538  -0.597495185
#> [1025,]  -6.86283747  -0.009044147
#> [1026,]  -7.81811673   0.459153309
#> [1027,]  -9.28551067  -0.402609513
#> [1028,] -10.04648476  -0.825312998
#> [1029,] -10.29328661   0.020784993
#> [1030,] -11.04526898  -0.387189550
#> [1031,]  -8.94655788   0.324922264
#> [1032,] -10.78162320   0.026226581
#> [1033,] -10.82279394   0.715889593
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#> [1035,] -11.97601837  -1.012099024
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#> [1037,] -11.29231288  -0.955266967
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#> [1039,] -11.25688626  -1.430805464
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#> [1041,] -11.04697350   0.485579811
#> [1042,] -11.67485629  -0.993922137
#> [1043,] -11.67485629  -0.993922137
#> [1044,] -12.32453690  -0.569881189
#> [1045,] -12.32453690  -0.569881189
#> [1046,] -13.77396660  -2.203585592
#> [1047,] -13.77396660  -2.203585592
#> [1048,] -13.77396660  -2.203585592
#> [1049,] -13.11928938  -2.025659515
#> [1050,] -13.20909906  -2.138288791
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#> [1054,] -13.21845810  -2.055851970
#> [1055,] -13.21845810  -2.055851970
#> [1056,] -13.21845810  -2.055851970
#> [1057,] -13.46600146  -1.413222393
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#> [1059,] -12.71447082  -1.251388652
#> [1060,] -12.66093627  -1.322471209
#> [1061,] -12.30253606  -2.374695715
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#> [1067,] -11.73463169  -3.245371791
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#> [1069,] -10.88737337  -1.732326687
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#> [1076,] -10.62453019   0.748275025
#> [1077,] -10.24053884   1.076987030
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#> [1080,] -10.54922502  -0.952670603
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#> [1082,]  -9.89416835  -1.075804261
#> [1083,]  -9.32540669  -1.780667000
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#> [1088,] -10.44815444  -1.503144692
#> [1089,] -11.50512012  -1.153323789
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#> [1091,] -12.04412511  -0.555464412
#> [1092,] -11.53629688  -1.051266163
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#> [1094,] -12.36181739  -2.352550168
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#> [1100,] -11.80484134  -0.753317947
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#> [1102,] -12.05391456  -1.905050337
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#> [1104,] -11.26377647  -1.286195119
#> [1105,] -12.72107419  -1.157562206
#> [1106,] -12.91457620  -0.763955332
#> [1107,] -12.91457620  -0.763955332
#> [1108,] -14.33929997  -0.433254068
#> [1109,] -14.38284967   0.471306721
#> [1110,] -14.34813739  -1.222384635
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#> [1113,] -14.11444473  -3.400493124
#> [1114,] -15.46514278  -4.044960757
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#> [1116,] -14.83047535  -3.764993846
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#> [1118,] -15.12367577  -3.743461402
#> [1119,] -15.12367577  -3.743461402
#> [1120,] -15.12367577  -3.743461402
#> [1121,] -15.12367577  -3.743461402
#> [1122,] -15.12367577  -3.743461402
#> [1123,] -15.12367577  -3.743461402
#> [1124,] -14.13992710  -3.656824104
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#> [1126,] -12.47286382  -4.236201777
#> [1127,] -13.20742042  -4.811241188
#> [1128,] -13.09162470  -3.918663892
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#> [1130,] -13.05813780  -3.255345026
#> [1131,] -13.37895182  -3.358880719
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#> [1133,] -14.66434680  -4.230832430
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#> [1135,] -15.70051369  -4.583332493
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#> [1137,] -15.43874586  -5.067840958
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#> [1139,] -15.75486727  -5.428038105
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#> [1141,] -15.75486727  -5.428038105
#> [1142,] -16.61211173  -5.636927732
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#> [1147,] -16.61211173  -5.636927732
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#> [1149,] -17.90464268  -6.929317471
#> [1150,] -18.62665767  -6.480645110
#> [1151,] -19.57272866  -7.712853076
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#> [1153,] -17.30526302  -7.258036870
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#> [1157,] -18.47328160  -7.870021855
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#> [1159,] -18.47328160  -7.870021855
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#> [1161,] -18.30292389  -7.447733452
#> [1162,] -17.50223841  -7.129371261
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#> [1164,] -18.07778417  -6.050558021
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#> [1199,] -16.39383501  -4.285425636
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#> [1212,] -18.38522431  -7.411914420
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#> [1217,] -19.34989739  -7.654304132
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#> [1230,] -22.58214790 -11.230470841
#> [1231,] -22.31239220 -12.056170136
#> [1232,] -22.31239220 -12.056170136
#> [1233,] -21.87900006 -11.141578740
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#> [1287,]  -9.78038562  -0.534802628
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#> [1292,]  -8.90015110   1.055479764
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#> [1305,]  -7.62835768   1.197279188
#> [1306,]  -7.62835768   1.197279188
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#> [1308,]  -7.37088202   1.398598583
#> [1309,]  -7.37088202   1.398598583
#> [1310,]  -7.93565600   1.438996619
#> [1311,]  -7.99617925   1.616568845
#> [1312,]  -7.99617925   1.616568845
#> [1313,]  -5.90340487   0.658729759
#> [1314,]  -3.93820536   1.054277802
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#> [1324,]  -4.09831213   2.739106960
#> [1325,]  -4.46239505   1.955439676
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#> [1327,]  -5.12995025   2.959484184
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#> [1333,]  -5.07062701   1.088999791
#> [1334,]  -5.37576325   1.799103113
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#> [1339,]  -6.62649225   2.458734645
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#> [1343,]  -5.03628954   1.337931011
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#> [1345,]  -6.53739110   2.457721780
#> [1346,]  -5.77917742   2.748650501
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#> [1351,]  -7.58038044   1.885076085
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#> [1355,]  -7.62717231  -1.048551137
#> [1356,]  -8.29821894  -1.470140741
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#> [1358,]  -8.29821894  -1.470140741
#> [1359,]  -8.29821894  -1.470140741
#> [1360,]  -8.93398736  -0.703383289
#> [1361,]  -9.74348713  -1.290962073
#> [1362,]  -9.74348713  -1.290962073
#> [1363,] -10.38988226  -1.580654833
#> [1364,]  -9.91627609  -0.768138734
#> [1365,]  -9.85908200  -0.376944918
#> [1366,]  -9.85908200  -0.376944918
#> [1367,]  -9.44695792   0.218764990
#> [1368,]  -9.14617353   0.273430844
#> [1369,]  -9.14617353   0.273430844
#> [1370,]  -9.14617353   0.273430844
#> [1371,]  -9.82867015  -0.123328892
#> [1372,]  -9.82867015  -0.123328892
#> [1373,]  -9.82867015  -0.123328892
#> [1374,]  -8.92138873   0.688096235
#> [1375,]  -8.36121431   1.547767062
#> [1376,]  -9.36754740   0.531172402
#> [1377,]  -9.32481519   1.094460138
#> [1378,]  -8.30787709   0.371357952
#> [1379,]  -8.12304856   1.225939074
#> [1380,]  -7.46105078   1.720552244
#> [1381,]  -7.18663203   1.836626286
#> [1382,]  -7.75017546   0.390772864
#> [1383,]  -7.75017546   0.390772864
#> [1384,]  -8.10449731   0.678028707
#> [1385,]  -7.72921344   1.760518175
#> [1386,]  -8.26701258   1.278158178
#> [1387,]  -8.26701258   1.278158178
#> [1388,]  -8.26701258   1.278158178
#> [1389,]  -9.98720481   0.312069671
#> [1390,]  -9.98720481   0.312069671
#> [1391,]  -9.98720481   0.312069671
#> [1392,] -10.41711048  -0.339846654
#> [1393,] -10.01980165  -0.649544453
#> [1394,]  -9.79867003  -0.234909156
#> [1395,] -10.12172669   0.869846970
#> [1396,] -10.12172669   0.869846970
#> [1397,] -11.12790976   0.174380908
#> [1398,] -12.21756399  -0.866526044
#> [1399,] -12.21756399  -0.866526044
#> [1400,] -13.74496307  -1.030094564
#> [1401,] -12.37962923  -0.486144476
#> [1402,] -12.04261658   0.278366180
#> [1403,] -11.43596661   0.825110299
#> [1404,] -11.55766046   0.581695524
#> [1405,] -11.53026389   0.376507000
#> [1406,] -11.01979264   0.110242646
#> [1407,] -11.01979264   0.110242646
#> [1408,] -11.01979264   0.110242646
#> [1409,] -13.30587164  -0.684003754
#> [1410,] -13.35397592  -0.485710803
#> [1411,] -14.08742750  -1.453295525
#> [1412,] -14.08742750  -1.453295525
#> [1413,] -14.08742750  -1.453295525
#> [1414,] -15.27627707  -2.465571410
#> [1415,] -14.36151531  -2.882325767
#> [1416,] -13.07402673  -3.095830022
#> [1417,] -13.62526636  -3.303273212
#> [1418,] -12.87892838  -2.404277334
#> [1419,] -13.70209719  -2.042199259
#> [1420,] -12.18706891  -1.732818990
#> [1421,] -12.01628491  -1.739978292
#> [1422,] -12.01628491  -1.739978292
#> [1423,] -12.00321246  -2.746640980
#> [1424,] -12.00321246  -2.746640980
#> [1425,] -12.00321246  -2.746640980
#> [1426,] -11.73866660  -2.095096492
#> [1427,] -12.39656055  -2.042595137
#> [1428,] -13.10220130  -1.055906738
#> [1429,] -12.16101028  -0.658247599
#> [1430,] -12.16101028  -0.658247599
#> [1431,] -12.16101028  -0.658247599
#> [1432,] -12.59148173  -0.681213862
#> [1433,] -11.48820782  -1.013790876
#> [1434,] -11.48820782  -1.013790876
#> [1435,] -10.96927754  -1.172117277
#> [1436,] -10.96927754  -1.172117277
#> [1437,] -11.19012897  -0.464145262
#> [1438,] -11.81286090  -1.491976979
#> [1439,] -11.01953753  -0.727357909
#> [1440,] -11.77472739  -0.660668196
#> [1441,] -11.77472739  -0.660668196
#> [1442,] -12.17056863  -2.076476712
#> [1443,] -12.17056863  -2.076476712
#> [1444,] -12.17056863  -2.076476712
#> [1445,] -12.51881405  -1.209645058
#> [1446,] -12.34589135  -0.783003522
#> [1447,] -12.34589135  -0.783003522
#> [1448,] -11.95578957   0.173720577
#> [1449,] -10.82714496  -0.515597619
#> [1450,] -11.54542905  -0.309488971
#> [1451,] -11.54542905  -0.309488971
#> [1452,] -11.54542905  -0.309488971
#> [1453,] -11.54542905  -0.309488971
#> [1454,] -12.54231960  -0.982094056
#> [1455,] -12.54231960  -0.982094056
#> [1456,] -12.83393735  -1.823068918
#> [1457,] -10.87647414  -1.900625905
#> [1458,] -11.05077409  -2.216997388
#> [1459,] -11.63692487  -0.941087693
#> [1460,] -11.63692487  -0.941087693
#> [1461,] -12.91747207  -2.510766418
#> [1462,] -12.91747207  -2.510766418
#> [1463,] -12.91747207  -2.510766418
#> [1464,] -12.10853400  -2.184503947
#> [1465,] -12.30787490  -3.585129772
#> [1466,] -12.54553062  -2.729780713
#> [1467,] -13.56801447  -2.625261456
#> [1468,] -14.25641177  -4.008831031
#> [1469,] -14.52215862  -3.341065906
#> [1470,] -14.52215862  -3.341065906
#> [1471,] -14.52215862  -3.341065906
#> [1472,] -15.56836203  -3.168805895
#> [1473,] -15.05091987  -4.046045921
#> [1474,] -13.40709139  -3.231486197
#> [1475,] -13.40709139  -3.231486197
#> [1476,] -14.05030577  -2.289426720
#> [1477,] -13.40001297  -2.041049188
#> [1478,] -12.60543871  -2.955900144
#> [1479,] -12.60543871  -2.955900144
#> [1480,] -12.34008392  -2.336833204
#> [1481,] -12.34008392  -2.336833204
#> [1482,] -12.34008392  -2.336833204
#> [1483,] -11.91819492  -1.395865726
#> [1484,] -10.83011865  -1.788818745
#> [1485,] -10.83011865  -1.788818745
#> [1486,] -10.83011865  -1.788818745
#> [1487,] -10.83011865  -1.788818745
#> [1488,] -10.44621962  -2.840990323
#> [1489,] -10.44621962  -2.840990323
#> [1490,] -10.52620208  -1.778294421
#> [1491,] -10.52620208  -1.778294421
#> [1492,] -11.29097234  -1.008909961
#> [1493,]  -9.45310898  -0.367104520
#> [1494,] -11.54768720   0.010945539
#> [1495,] -11.54768720   0.010945539
#> [1496,] -10.34562084   0.670789535
#> [1497,] -10.34562084   0.670789535
#> [1498,] -10.34562084   0.670789535
#> [1499,]  -9.11035618   0.706255958
#> [1500,]  -9.11035618   0.706255958
#> [1501,]  -9.11035618   0.706255958
#> [1502,]  -8.90619534   0.750484483
#> [1503,]  -7.57884772   0.037374066
#> [1504,]  -7.59917137   1.262399610
#> [1505,]  -7.58195984   0.590126213
#> [1506,]  -6.96904765   1.179776304
#> [1507,]  -7.04429378   2.024020505
#> [1508,]  -6.65112382   1.638814574
#> [1509,]  -6.54790720   2.472382850
#> [1510,]  -5.67496131   3.034204108
#> [1511,]  -5.97746825   3.278820049
#> [1512,]  -3.47146653   2.298232884
#> [1513,]  -4.56552110   1.842257539
#> [1514,]  -4.56552110   1.842257539
#> [1515,]  -4.56552110   1.842257539
#> [1516,]  -4.56552110   1.842257539
#> [1517,]  -3.58248612   3.026421954
#> [1518,]  -2.45563402   3.166311018
#> [1519,]  -1.51816162   3.438017869
#> [1520,]  -1.51816162   3.438017869
#> [1521,]  -1.51816162   3.438017869
#> [1522,]  -0.74075385   3.216928145
#> [1523,]  -1.01546241   2.395758103
#> [1524,]  -1.67123687   3.254136804
#> [1525,]  -1.79541469   2.809632739
#> [1526,]  -1.79541469   2.809632739
#> [1527,]  -1.62658630   2.375124006
#> [1528,]  -1.62658630   2.375124006
#> [1529,]  -1.62658630   2.375124006
#> [1530,]  -1.62658630   2.375124006
#> [1531,]  -3.02033734   1.906924495
#> [1532,]  -3.02033734   1.906924495
#> [1533,]  -3.02033734   1.906924495
#> [1534,]  -2.92477189   2.823732685
#> [1535,]  -2.82179839   2.075191765
#> [1536,]  -1.97086760   1.904797147
#> [1537,]  -2.85875470   1.546366268
#> [1538,]  -2.85875470   1.546366268
#> [1539,]  -2.85875470   1.546366268
#> [1540,]  -2.62316561   2.602280578
#> [1541,]  -2.38038596   2.417487762
#> [1542,]  -2.38038596   2.417487762
#> [1543,]  -1.72162327   3.056129753
#> [1544,]  -1.16512158   3.743236730
#> [1545,]  -0.30118514   4.395933347
#> [1546,]  -0.30118514   4.395933347
#> [1547,]   0.24502286   3.548869072
#> [1548,]   1.16903013   3.265097713
#> [1549,]   2.92304309   3.127077936
#> [1550,]   4.28604249   2.489941297
#> [1551,]   4.28604249   2.489941297
#> [1552,]   4.28604249   2.489941297
#> [1553,]   4.84223277   3.129958440
#> [1554,]   4.84223277   3.129958440
#> [1555,]   6.27495976   1.507809735
#> [1556,]   6.27495976   1.507809735
#> [1557,]   4.95272978   1.184247720
#> [1558,]   4.95272978   1.184247720
#> [1559,]   5.21517650   1.305773331
#> [1560,]   5.21517650   1.305773331
#> [1561,]   4.93251856   2.340680713
#> [1562,]   6.11691543   3.349253177
#> [1563,]   8.03520407   2.014989245
#> [1564,]   6.66480365   0.721419812
#> [1565,]   6.66480365   0.721419812
#> [1566,]   6.66480365   0.721419812
#> [1567,]   7.94883506   1.837232725
#> [1568,]   6.64189801   1.663024494
#> [1569,]   6.64189801   1.663024494
#> [1570,]   5.55540443   2.213246501
#> [1571,]   5.55540443   2.213246501
#> [1572,]   3.85829138   3.073754132
#> [1573,]   3.85829138   3.073754132
#> [1574,]   3.85829138   3.073754132
#> [1575,]   5.07174758   2.615439829
#> [1576,]   5.07174758   2.615439829
#> [1577,]   4.98017424   2.519278840
#> [1578,]   3.89028363   2.443103136
#> [1579,]   3.89028363   2.443103136
#> [1580,]   3.34135302   3.358164462
#> [1581,]   4.32548129   2.983744530
#> [1582,]   6.20560611   2.842795162
#> [1583,]   5.32116403   2.777897322
#> [1584,]   3.74094827   3.552653136
#> [1585,]   3.59686430   3.794515163
#> [1586,]   2.59417425   4.222584735
#> [1587,]   2.76480890   3.743394017
#> [1588,]   2.48715192   2.379145536
#> [1589,]   2.93822772   3.722328759
#> [1590,]   3.23799398   3.319328349
#> [1591,]   3.45392124   3.020191971
#> [1592,]   3.48560943   3.301724579
#> [1593,]   4.78334503   2.897195987
#> [1594,]   4.78334503   2.897195987
#> [1595,]   4.73896754   1.916888020
#> [1596,]   4.99824408   1.926780319
#> [1597,]   4.46460303   2.400304305
#> [1598,]   4.46460303   2.400304305
#> [1599,]   4.37296574   3.430341480
#> [1600,]   3.87361306   2.313948151
#> [1601,]   4.24334196   1.994138353
#> [1602,]   7.72388171   1.376716380
#> [1603,]   7.72388171   1.376716380
#> [1604,]   9.19816303   2.461848983
#> [1605,]  10.61793017   1.766079979
#> [1606,]  11.26390112   1.338947190
#> [1607,]  10.23379272   0.488571662
#> [1608,]  10.29137712  -0.098674464
#> [1609,]  10.29137712  -0.098674464
#> [1610,]  10.29137712  -0.098674464
#> [1611,]   8.38973851   0.955964322
#> [1612,]   8.56692536   0.351405436
#> [1613,]   8.20644547   1.399504295
#> [1614,]   8.20644547   1.399504295
#> [1615,]   8.07384101   2.278243723
#> [1616,]   8.78167898   2.155727869
#> [1617,]   8.94645986   0.487461137
#> [1618,]   8.94645986   0.487461137
#> [1619,]   9.61886184  -0.584158822
#> [1620,]   9.86474612  -1.432052509
#> [1621,]   9.86474612  -1.432052509
#> [1622,]   9.60805408  -0.211916804
#> [1623,]   9.60805408  -0.211916804
#> [1624,]  10.75056565  -0.433856939
#> [1625,]  10.21885405   0.207617807
#> [1626,]  10.31787525   1.569306276
#> [1627,]   9.55421042   1.303454121
#> [1628,]   9.55421042   1.303454121
#> [1629,]   9.55421042   1.303454121
#> [1630,]   9.55421042   1.303454121
#> [1631,]   9.55421042   1.303454121
#> [1632,]   9.26386705   1.643686110
#> [1633,]   9.58294037   1.505592848
#> [1634,]  10.32045013   0.607489359
#> [1635,]   9.04549179   0.337437774
#> [1636,]   9.04549179   0.337437774
#> [1637,]   9.04549179   0.337437774
#> [1638,]   7.03426709   2.406178333
#> [1639,]   5.54464693   2.096314344
#> [1640,]   4.68205954   3.027089835
#> [1641,]   4.68205954   3.027089835
#> [1642,]   4.68205954   3.027089835
#> [1643,]   4.68205954   3.027089835
#> [1644,]   4.34390017   2.956119435
#> [1645,]   4.06716643   1.833943915
#> [1646,]   5.52316694   1.833478305
#> [1647,]   5.52316694   1.833478305
#> [1648,]   6.30247778   1.379414134
#> [1649,]   6.89590722   1.526772780
#> [1650,]   6.89590722   1.526772780
#> [1651,]   8.63882175   2.236158905
#> [1652,]   8.63882175   2.236158905
#> [1653,]   8.63882175   2.236158905
#> [1654,]   6.05268045   2.344226133
#> [1655,]   6.29851771   3.283453343
#> [1656,]   4.86787130   3.177465258
#> [1657,]   5.75621863   2.603165097
#> [1658,]   3.57721951   1.925016130
#> [1659,]   3.92346683   2.893495348
#> [1660,]   5.03200596   2.391115360
#> [1661,]   4.33335999   1.313204294
#> [1662,]   5.10122970   1.764220526
#> [1663,]   4.93293052   1.360326672
#> [1664,]   4.93293052   1.360326672
#> [1665,]   4.93293052   1.360326672
#> [1666,]   4.24613752   1.385618856
#> [1667,]   4.24613752   1.385618856
#> [1668,]   5.23733520   1.003720210
#> [1669,]   5.62820055   1.362406877
#> [1670,]   7.09927172   2.785591984
#> [1671,]   6.48092957   2.858217043
#> [1672,]   8.12240781   0.321234316
#> [1673,]   8.12240781   0.321234316
#> [1674,]   8.12240781   0.321234316
#> [1675,]   9.33866444  -1.001171722
#> [1676,]   8.81315038   0.150464200
#> [1677,]   9.89836951   0.256581718
#> [1678,]   9.84232087   1.036758853
#> [1679,]   8.80167776   2.063937547
#> [1680,]   7.48432944   3.019526177
#> [1681,]   7.16256911   1.781139331
#> [1682,]   5.56608071   2.571652633
#> [1683,]   5.56608071   2.571652633
#> [1684,]   5.56608071   2.571652633
#> [1685,]   5.56608071   2.571652633
#> [1686,]   5.30278954   2.223061879
#> [1687,]   5.30278954   2.223061879
#> [1688,]   5.09707935   2.079545160
#> [1689,]   5.53629013   2.028833287
#> [1690,]   5.36096874   2.026258601
#> [1691,]   4.67230591   2.592482232
#> [1692,]   4.67230591   2.592482232
#> [1693,]   6.46777304   1.922450161
#> [1694,]   5.75543085   1.827883705
#> [1695,]   6.78915379   2.344976631
#> [1696,]   7.05233373   1.657390443
#> [1697,]   7.05233373   1.657390443
#> [1698,]   7.05233373   1.657390443
#> [1699,]   7.05233373   1.657390443
#> [1700,]   5.81930205   1.684801005
#> [1701,]   5.74474727   1.625080592
#> [1702,]   5.74474727   1.625080592
#> [1703,]   5.78382048   0.276079686
#> [1704,]   5.12620869   0.530860979
#> [1705,]   3.84164837   1.761062904
#> [1706,]   3.31553933   0.819780406
#> [1707,]   3.31553933   0.819780406
#> [1708,]   4.60466164   1.341763820
#> [1709,]   4.60466164   1.341763820
#> [1710,]   4.60466164   1.341763820
#> [1711,]   4.00688113   1.303040070
#> [1712,]   4.40728984   2.375152056
#> [1713,]   4.04039034   1.758599826
#> [1714,]   4.54469463   2.294824375
#> [1715,]   4.54469463   2.294824375
#> [1716,]   3.72616349   0.705294382
#> [1717,]   2.83930933   1.164714681
#> [1718,]   2.65051678   1.477471134
#> [1719,]   3.55873545   3.287941687
#> [1720,]   5.20727508   2.532258703
#> [1721,]   2.94623357   1.238911418
#> [1722,]   2.94623357   1.238911418
#> [1723,]   2.94623357   1.238911418
#> [1724,]   3.35427852   2.111254239
#> [1725,]   3.98781747   1.869733984
#> [1726,]   4.43209658   2.259797723
#> [1727,]   4.48019088   2.436113411
#> [1728,]   3.01257820   2.224812680
#> [1729,]   1.22449330   3.544514918
#> [1730,]   1.09947796   3.824339065
#> [1731,]   1.31717878   2.177605829
#> [1732,]   1.82518846   1.307695029
#> [1733,]   2.27270276   0.923299263
#> [1734,]   2.69450824   1.250010929
#> [1735,]   4.41322434   1.145949653
#> [1736,]   4.22779884   0.774533892
#> [1737,]   5.79066364   1.566622878
#> [1738,]   4.74872939   2.938166339
#> [1739,]   4.55116836   3.074532145
#> [1740,]   4.06997922   3.051636029
#> [1741,]   4.76046287   3.059446311
#> [1742,]   4.76046287   3.059446311
#> [1743,]   4.43035284   3.510924358
#> [1744,]   4.24663395   4.075473471
#> [1745,]   4.22408917   3.706899909
#> [1746,]   6.08864892   4.014568243
#> [1747,]   5.67514413   4.418171973
#> [1748,]   5.67514413   4.418171973
#> [1749,]   5.67514413   4.418171973
#> [1750,]   5.11527689   4.633648329
#> [1751,]   3.33894620   4.240473746
#> [1752,]   3.33894620   4.240473746
#> [1753,]   3.33894620   4.240473746
#> [1754,]   2.21797017   3.908507874
#> [1755,]   1.26642073   3.309664096
#> [1756,]   1.86753223   3.296944510
#> [1757,]   1.69895698   2.508251288
#> [1758,]   0.86770090   2.733274190
#> [1759,]   0.91733274   1.497455944
#> [1760,]   0.91733274   1.497455944
#> [1761,]   2.67323660   1.992020957
#> [1762,]   2.67323660   1.992020957
#> [1763,]   5.34135675   1.090427629
#> [1764,]   5.34135675   1.090427629
#> [1765,]   5.34135675   1.090427629
#> [1766,]   5.34135675   1.090427629
#> [1767,]   5.34135675   1.090427629
#> [1768,]   4.56064478   0.408134420
#> [1769,]   4.56064478   0.408134420
#> [1770,]   3.60341343   0.499541474
#> [1771,]   2.17789180   0.846465478
#> [1772,]   2.17789180   0.846465478
#> [1773,]   1.76076266   2.003461984
#> [1774,]   3.97634423   1.747744914
#> [1775,]   4.33503740   2.099825220
#> [1776,]   5.01837934   1.510550350
#> [1777,]   5.17403086   2.696892056
#> [1778,]   5.17403086   2.696892056
#> [1779,]   5.17403086   2.696892056
#> [1780,]   5.17403086   2.696892056
#> [1781,]   4.36935707   2.157429925
#> [1782,]   4.40749927   1.653857730
#> [1783,]   4.67069976   1.601653615
#> [1784,]   4.80721854   2.027935500
#> [1785,]   5.41778446   1.928415803
#> [1786,]   5.41778446   1.928415803
#> [1787,]   5.41787493   1.607880406
#> [1788,]   6.70243808   2.819660578
#> [1789,]   6.70243808   2.819660578
#> [1790,]   6.94968758   2.723809584
#> [1791,]   6.94968758   2.723809584
#> [1792,]   8.74111839   1.922775005
#> [1793,]   8.56216001   1.453333528
#> [1794,]   8.56216001   1.453333528
#> [1795,]   8.98175957   0.591665198
#> [1796,]   8.98175957   0.591665198
#> [1797,]   8.27372030  -0.076988663
#> [1798,]   8.27372030  -0.076988663
#> [1799,]   8.27372030  -0.076988663
#> [1800,]   8.54492501   0.295174723
#> [1801,]   9.29060824   0.390302008
#> [1802,]   9.29060824   0.390302008
#> [1803,]   9.29060824   0.390302008
#> [1804,]   6.89592329   1.052153427
#> [1805,]   6.89592329   1.052153427
#> [1806,]   8.24895493   1.707501712
#> [1807,]   8.24895493   1.707501712
#> [1808,]   8.24895493   1.707501712
#> [1809,]   9.25231810   1.361509539
#> [1810,]   9.21192552   0.756052803
#> [1811,]  10.80434366   0.378453570
#> [1812,]   9.67372789   1.127861168
#> [1813,]   9.75375748   0.132004600
#> [1814,]   9.75375748   0.132004600
#> [1815,]  10.23949410  -0.171963717
#> [1816,]   8.59812527   0.013613037
#> [1817,]   7.89607419  -0.875990604
#> [1818,]   6.06590689  -0.471902727
#> [1819,]   6.35103055   0.512107011
#> [1820,]   6.35103055   0.512107011
#> [1821,]   6.38557133   2.602170972
#> [1822,]   5.55744231   2.861417160
#> [1823,]   5.25015785   2.284686043
#> [1824,]   5.10869499   1.404838657
#> [1825,]   5.10869499   1.404838657
#> [1826,]   6.47685679   2.213880581
#> [1827,]   6.47685679   2.213880581
#> [1828,]   5.95911393   1.578867758
#> [1829,]   5.71460503   3.338724552
#> [1830,]   5.71460503   3.338724552
#> [1831,]   5.71460503   3.338724552
#> [1832,]   6.41668863   3.084334460
#> [1833,]   6.01966963   1.425780309
#> [1834,]   5.89417713   2.565575014
#> [1835,]   7.47363070   1.966556748
#> [1836,]   7.47363070   1.966556748
#> [1837,]   7.47363070   1.966556748
#> [1838,]   7.47363070   1.966556748
#> [1839,]   6.54979238   0.988897452
#> [1840,]   7.24723953   1.839091715
#> [1841,]   7.52001734   1.994725779
#> [1842,]   7.01482002   1.592305879
#> [1843,]   5.93273978   2.683561592
#> [1844,]   5.93273978   2.683561592
#> [1845,]   5.11216629   1.087983369
#> [1846,]   5.11216629   1.087983369
#> [1847,]   6.62906012   1.130223272
#> [1848,]   7.61155762   0.843831875
#> [1849,]   7.08107765   1.625879597
#> [1850,]   6.69431920   1.592958105
#> [1851,]   5.94343068   1.991597682
#> [1852,]   5.94343068   1.991597682
#> [1853,]   6.33664140   2.091834050
#> [1854,]   6.70901544   0.525590520
#> [1855,]   7.40085511   2.199120002
#> [1856,]   7.40085511   2.199120002
#> [1857,]   7.40085511   2.199120002
#> [1858,]   7.40085511   2.199120002
#> [1859,]   6.16895262   2.604106330
#> [1860,]   6.16895262   2.604106330
#> [1861,]   7.54290766   2.398113928
#> [1862,]   7.35017768   2.277535795
#> [1863,]   6.44890772   2.543310684
#> [1864,]   6.44890772   2.543310684
#> [1865,]   6.65888364   2.218334454
#> [1866,]   6.65888364   2.218334454
#> [1867,]   4.08896307   2.363754383
#> [1868,]   4.08896307   2.363754383
#> [1869,]   2.77771030   1.289915467
#> [1870,]   4.41996104   1.170524165
#> [1871,]   5.31141733   0.659605490
#> [1872,]   3.79173585   1.740194356
#> [1873,]   3.77966596   2.591968780
#> [1874,]   3.77966596   2.591968780
#> [1875,]   3.77966596   2.591968780
#> [1876,]   4.01066878   3.675000171
#> [1877,]   4.01066878   3.675000171
#> [1878,]   4.94445243   3.244605325
#> [1879,]   4.94445243   3.244605325
#> [1880,]   5.49946906   3.740466818
#> [1881,]   5.49946906   3.740466818
#> [1882,]   6.46098506   2.654151549
#> [1883,]   6.46098506   2.654151549
#> [1884,]   5.28691437   2.257690685
#> [1885,]   3.17709553   1.787560134
#> [1886,]   2.39565384   3.044879472
#> [1887,]   1.66444111   3.504685713
#> [1888,]   2.03641678   4.257181817
#> [1889,]   2.37719689   4.025785552
#> [1890,]   2.37719689   4.025785552
#> [1891,]   3.91333652   3.775999135
#> [1892,]   4.53196755   3.532488754
#> [1893,]   5.86234434   2.996992345
#> [1894,]   3.71931945   2.211308294
#> [1895,]   3.71931945   2.211308294
#> [1896,]   4.10521717   2.816813198
#> [1897,]   4.72171992   4.080818834
#> [1898,]   4.72171992   4.080818834
#> [1899,]   4.72171992   4.080818834
#> [1900,]   3.76849403   2.798211682
#> [1901,]   5.96068475   1.665945108
#> [1902,]   5.96068475   1.665945108
#> [1903,]   7.61449186   1.505518184
#> [1904,]   7.80033202   2.152861805
#> [1905,]   6.76999466   0.978872120
#> [1906,]   8.19145102   0.167974627
#> [1907,]   7.47885457  -0.235046030
#> [1908,]   7.47885457  -0.235046030
#> [1909,]   7.47885457  -0.235046030
#> [1910,]   7.47885457  -0.235046030
#> [1911,]   8.17656019  -0.963738824
#> [1912,]   8.17656019  -0.963738824
#> [1913,]   8.17656019  -0.963738824
#> [1914,]   8.17656019  -0.963738824
#> [1915,]   8.17656019  -0.963738824
#> [1916,]   8.17656019  -0.963738824
#> [1917,]   8.67716268  -1.196481133
#> [1918,]   9.82529750  -0.055520368
#> [1919,]   9.82529750  -0.055520368
#> [1920,]   9.82529750  -0.055520368
#> [1921,]   8.68299955   0.465070514
#> [1922,]   7.80838521   0.409065050
#> [1923,]   7.79698076   1.278682398
#> [1924,]   6.57967873   1.360610312
#> [1925,]   7.52659222   2.081363279
#> [1926,]   6.99589640   2.212062765
#> [1927,]   7.56198468  -0.176513130
#> [1928,]   7.56198468  -0.176513130
#> [1929,]   8.75264691   0.727045490
#> [1930,]   9.91176441  -0.783459004
#> [1931,]   9.84473959  -1.207816885
#> [1932,]  10.19347304  -1.270496101
#> [1933,]  10.19347304  -1.270496101
#> [1934,]  10.19347304  -1.270496101
#> [1935,]   9.98622200  -0.793665429
#> [1936,]  10.24765379   0.116447059
#> [1937,]  10.07740797  -0.039649845
#> [1938,]  11.09217401   0.102931426
#> [1939,]  12.48789573  -0.171469971
#> [1940,]  12.48789573  -0.171469971
#> [1941,]  10.70823462  -0.207817241
#> [1942,]  10.70823462  -0.207817241
#> [1943,]  10.86035985  -0.175337570
#> [1944,]  11.87715007  -0.698960108
#> [1945,]  12.07351912  -0.722548104
#> [1946,]  12.07351912  -0.722548104
#> [1947,]  11.66114667  -1.451115612
#> [1948,]  12.37126352  -1.298187319
#> [1949,]  12.37126352  -1.298187319
#> [1950,]  12.18525536  -0.053423495
#> [1951,]  12.18525536  -0.053423495
#> [1952,]  12.18525536  -0.053423495
#> [1953,]  12.19292946  -0.549562326
#> [1954,]  11.74706457  -1.088864056
#> [1955,]  11.74706457  -1.088864056
#> [1956,]  11.74706457  -1.088864056
#> [1957,]  11.80100429  -0.722632887
#> [1958,]  11.63128727  -1.596462241
#> [1959,]  13.03062371  -1.179383683
#> [1960,]  13.03062371  -1.179383683
#> [1961,]  11.93224626  -1.880394556
#> [1962,]  11.63947566  -0.849856941
#> [1963,]  11.63947566  -0.849856941
#> [1964,]  10.45534411   0.646214820
#> [1965,]  11.17191419   0.651421743
#> [1966,]  11.17191419   0.651421743
#> [1967,]  11.17191419   0.651421743
#> [1968,]  10.46278702   0.511921550
#> [1969,]  10.46278702   0.511921550
#> [1970,]  10.49759955   0.874481963
#> [1971,]  10.84911844   0.425376828
#> [1972,]  11.14267363  -0.576226360
#> [1973,]  12.26587993   0.616747927
#> [1974,]  12.26587993   0.616747927
#> [1975,]  11.27520017  -0.200010030
#> [1976,]  11.27520017  -0.200010030
#> [1977,]  10.46125159  -1.398832005
#> [1978,]  11.05234408  -0.496717285
#> [1979,]  11.05234408  -0.496717285
#> [1980,]  11.05234408  -0.496717285
#> [1981,]  11.26988327   0.133826003
#> [1982,]  11.30096992  -1.388484492
#> [1983,]  11.64182179  -2.851330492
#> [1984,]  12.79183695  -2.996741498
#> [1985,]  12.95937283  -2.788051156
#> [1986,]  12.95937283  -2.788051156
#> [1987,]  12.95937283  -2.788051156
#> [1988,]  12.95937283  -2.788051156
#> [1989,]  12.95937283  -2.788051156
#> [1990,]  12.95937283  -2.788051156
#> [1991,]  12.95937283  -2.788051156
#> [1992,]  13.79417115  -3.415427013
#> [1993,]  13.54671035  -3.431325770
#> [1994,]  13.54671035  -3.431325770
#> [1995,]  13.54671035  -3.431325770
#> [1996,]  13.68822538  -2.882128287
#> [1997,]  13.70614004  -2.939851750
#> [1998,]  11.99331717  -3.031370716
#> [1999,]  12.64599123  -3.863975576
#> [2000,]  13.45807170  -3.914511588
#> [2001,]  13.47173134  -3.385885426
#> [2002,]  13.47173134  -3.385885426
#> [2003,]  14.79791224  -3.017808603
#> [2004,]  14.97819880  -2.412076460
#> [2005,]  14.97819880  -2.412076460
#> [2006,]  14.97819880  -2.412076460
#> [2007,]  14.97819880  -2.412076460
#> [2008,]  14.07768311  -2.957826350
#> [2009,]  14.07768311  -2.957826350
#> [2010,]  14.73129211  -3.469625707
#> [2011,]  14.73129211  -3.469625707
#> [2012,]  14.73129211  -3.469625707
#> [2013,]  14.73129211  -3.469625707
#> [2014,]  14.73129211  -3.469625707
#> [2015,]  13.81860339  -3.348877825
#> [2016,]  13.23174694  -3.571220004
#> [2017,]  13.01624751  -2.366218105
#> [2018,]  13.01084576  -1.135274740
#> [2019,]  12.88106549  -0.724524320
#> [2020,]  12.88106549  -0.724524320
#> [2021,]  12.88106549  -0.724524320
#> [2022,]  11.90337366  -0.067218652
#> [2023,]  11.90337366  -0.067218652
#> [2024,]  11.27451626   0.480617155
#> [2025,]   9.80183314   0.083088740
#> [2026,]   9.80183314   0.083088740
#> [2027,]   9.80183314   0.083088740
#> [2028,]   9.80183314   0.083088740
#> [2029,]  10.99176017   0.217925604
#> [2030,]   9.19795405   0.376328306
#> [2031,]   9.53798395  -0.954822476
#> [2032,]   8.81695457  -0.522669135
#> [2033,]   7.52482062   1.263015319
#> [2034,]   6.61021925   1.286527332
#> [2035,]   5.85961545   0.662530172
#> [2036,]   6.58816096   0.193409753
#> [2037,]   7.65393449  -1.162539293
#> [2038,]   7.65393449  -1.162539293
#> [2039,]   7.65393449  -1.162539293
#> [2040,]   7.75878389  -1.161320992
#> [2041,]   8.13661965   0.136982432
#> [2042,]   8.17061117  -0.124743968
#> [2043,]   8.17061117  -0.124743968
#> [2044,]   8.17061117  -0.124743968
#> [2045,]   8.41311962  -0.371219795
#> [2046,]   8.46420014   0.303123152
#> [2047,]   8.46420014   0.303123152
#> [2048,]   8.50353494   0.590468438
#> [2049,]   7.29395205   0.800617047
#> [2050,]   7.29395205   0.800617047
#> [2051,]   7.29395205   0.800617047
#> [2052,]   6.95823421   1.193538382
#> [2053,]   6.22517604   0.174238749
#> [2054,]   6.22517604   0.174238749
#> [2055,]   6.22517604   0.174238749
#> [2056,]   7.65121381  -0.277028550
#> [2057,]   8.33207326   0.634159754
#> [2058,]   8.33207326   0.634159754
#> [2059,]   9.43044974   0.591318792
#> [2060,]   9.43044974   0.591318792
#> [2061,]   9.43044974   0.591318792
#> [2062,]   9.43044974   0.591318792
#> [2063,]   9.32845997   0.891949969
#> [2064,]  10.10387954  -1.112071035
#> [2065,]  10.10387954  -1.112071035
#> [2066,]   8.08447196  -0.035883900
#> [2067,]   8.08447196  -0.035883900
#> [2068,]   8.08447196  -0.035883900
#> [2069,]   8.52934711   1.214961914
#> [2070,]   8.41920734   0.197402185
#> [2071,]   9.01231211   0.245285479
#> [2072,]   9.01231211   0.245285479
#> [2073,]   8.42733875   0.442617874
#> [2074,]   9.01602188   1.342504475
#> [2075,]   9.86798086  -0.553826145
#> [2076,]   9.22673690  -0.901858809
#> [2077,]   9.62768232  -1.004457246
#> [2078,]   8.71791985  -1.884426218
#> [2079,]   8.71791985  -1.884426218
#> [2080,]   9.31137571  -1.210679972
#> [2081,]   9.31137571  -1.210679972
#> [2082,]   9.38333892  -0.921179950
#> [2083,]   9.73106293  -0.408966466
#> [2084,]   8.65806634  -0.360066333
#> [2085,]   6.34589063   0.990671985
#> [2086,]   4.78001255   1.778064397
#> [2087,]   4.78001255   1.778064397
#> [2088,]   5.02248634   1.660775851
#> [2089,]   4.80944553   1.788795168
#> [2090,]   5.52256460   2.808261082
#> [2091,]   7.24257452   2.596933298
#> [2092,]   6.49183386   3.337886498
#> [2093,]   4.83976692   3.115626408
#> [2094,]   5.66910187   3.235369023
#> [2095,]   5.66910187   3.235369023
#> [2096,]   5.35853555   2.492807739
#> [2097,]   5.89800035   2.282111229
#> [2098,]   7.56647210   1.541613040
#> [2099,]   8.21375865   1.711460485
#> [2100,]   9.79733122   0.170581136
#> [2101,]   9.79733122   0.170581136
#> [2102,]   9.79733122   0.170581136
#> [2103,]   8.76412705   0.167843741
#> [2104,]   8.76412705   0.167843741
#> [2105,]   8.07372536   0.409213336
#> [2106,]   8.07855819   1.284000173
#> [2107,]   8.86367982   0.556134820
#> [2108,]   8.86367982   0.556134820
#> [2109,]   8.64877811   1.464011418
#> [2110,]   6.26552053   2.490116457
#> [2111,]   6.26552053   2.490116457
#> [2112,]   6.31168767   0.694437667
#> [2113,]   7.54337399   0.263010226
#> [2114,]   8.55404713   0.948448918
#> [2115,]  10.55565486   0.329038209
#> [2116,]  10.41390927   0.019037484
#> [2117,]   9.84923662  -0.216522756
#> [2118,]   9.39742695   1.385175596
#> [2119,]  10.78682379   0.097367391
#> [2120,]   9.78771337  -0.051872273
#> [2121,]   9.71688954   0.293402335
#> [2122,]   9.71688954   0.293402335
#> [2123,]  11.29113695   0.013313734
#> [2124,]  11.29113695   0.013313734
#> [2125,]   9.98036931  -0.511190060
#> [2126,]  10.43055416   0.051600077
#> [2127,]  11.06419056   0.944319114
#> [2128,]   8.79138181   2.548203831
#> [2129,]   9.02047305   2.724964339
#> [2130,]   6.98220867   2.129212352
#> [2131,]   6.98220867   2.129212352
#> [2132,]   6.98220867   2.129212352
#> [2133,]   7.25214095   2.157251769
#> [2134,]   7.25214095   2.157251769
#> [2135,]   5.65317857   2.016811970
#> [2136,]   5.65317857   2.016811970
#> [2137,]   5.65317857   2.016811970
#> [2138,]   4.72372280   2.452574440
#> [2139,]   4.35309185   1.800074847
#> [2140,]   4.75550105   1.175933992
#> [2141,]   7.64835398   1.687929956
#> [2142,]   7.64835398   1.687929956
#> [2143,]   6.39904315   1.721495500
#> [2144,]   6.39904315   1.721495500
#> [2145,]   5.69787722   1.539684454
#> [2146,]   4.77201918   2.570502582
#> [2147,]   4.95470398   2.210473391
#> [2148,]   4.50939840   3.550656666
#> [2149,]   4.50750251   3.309220989
#> [2150,]   2.82973522   3.475774425
#> [2151,]   2.82973522   3.475774425
#> [2152,]   2.58732634   3.333276270
#> [2153,]   2.58732634   3.333276270
#> [2154,]   3.59268376   2.430453202
#> [2155,]   4.94438568   1.697802785
#> [2156,]   5.90134851   1.320708301
#> [2157,]   5.90134851   1.320708301
#> [2158,]   5.90134851   1.320708301
#> [2159,]   6.53669495   0.900401793
#> [2160,]   6.31763596   1.007426731
#> [2161,]   6.09030200   1.209854633
#> [2162,]   6.09030200   1.209854633
#> [2163,]   6.77577449   0.935862821
#> [2164,]   6.18636291   1.841455216
#> [2165,]   5.17159431   2.152063734
#> [2166,]   5.17159431   2.152063734
#> [2167,]   5.17159431   2.152063734
#> [2168,]   4.19380137   2.698499198
#> [2169,]   4.19380137   2.698499198
#> [2170,]   3.52806668   2.581970273
#> [2171,]   2.99111054   2.149213780
#> [2172,]   3.84584494   3.016978559
#> [2173,]   3.60876783   3.783042637
#> [2174,]   3.60876783   3.783042637
#> [2175,]   3.60876783   3.783042637
#> [2176,]   3.08121121   2.720354617
#> [2177,]   2.78584998   3.369966944
#> [2178,]   1.22709707   3.555088993
#> [2179,]  -0.46295007   3.342903937
#> [2180,]  -1.53332903   3.243426531
#> [2181,]  -2.06536416   2.978680766
#> [2182,]  -2.35903240   2.922750476
#> [2183,]  -2.61052928   2.423548175
#> [2184,]  -2.61052928   2.423548175
#> [2185,]  -2.61052928   2.423548175
#> [2186,]  -2.61052928   2.423548175
#> [2187,]  -3.30617301   3.774311969
#> [2188,]  -2.90095669   3.029353190
#> [2189,]  -2.90095669   3.029353190
#> [2190,]  -5.12585556   2.765661280
#> [2191,]  -5.12585556   2.765661280
#> [2192,]  -3.44010935   1.386590376
#> [2193,]  -5.50094290   2.436365286
#> [2194,]  -5.50094290   2.436365286
#> [2195,]  -5.50094290   2.436365286
#> [2196,]  -4.84184120   2.371222780
#> [2197,]  -3.83693867   2.732784733
#> [2198,]  -2.72268747   2.254874277
#> [2199,]  -3.72868378   2.139960811
#> [2200,]  -3.72868378   2.139960811
#> [2201,]  -3.72868378   2.139960811
#> [2202,]  -2.95568090   2.627492775
#> [2203,]  -2.67249786   3.617507242
#> [2204,]  -2.03439387   3.999827318
#> [2205,]  -2.11726606   2.760022307
#> [2206,]  -0.95692787   3.215188288
#> [2207,]  -0.50544754   2.332298404
#> [2208,]  -0.50544754   2.332298404
#> [2209,]  -0.50544754   2.332298404
#> [2210,]  -0.35582433   4.389331931
#> [2211,]   1.20400442   3.739074238
#> [2212,]   1.20400442   3.739074238
#> [2213,]   1.20400442   3.739074238
#> [2214,]   0.14038139   3.283613573
#> [2215,]   0.55650890   3.418887008
#> [2216,]   0.55650890   3.418887008
#> [2217,]   0.13304256   3.652326831
#> [2218,]  -1.45053428   3.477570634
#> [2219,]  -2.18328166   2.343400349
#> [2220,]  -3.47007473   1.120337460
#> [2221,]  -3.47007473   1.120337460
#> [2222,]  -4.75398514   2.141536414
#> [2223,]  -4.75398514   2.141536414
#> [2224,]  -4.86990850   3.883205148
#> [2225,]  -5.19524361   4.200033171
#> [2226,]  -5.19524361   4.200033171
#> [2227,]  -5.82053113   3.030940466
#> [2228,]  -5.59315551   2.524325295
#> [2229,]  -5.59315551   2.524325295
#> [2230,]  -4.45625355   3.358382441
#> [2231,]  -3.92135399   2.715715648
#> [2232,]  -2.19649001   2.544143077
#> [2233,]  -1.70934347   2.760542425
#> [2234,]  -1.40126411   3.147943518
#> [2235,]  -1.40126411   3.147943518
#> [2236,]  -1.40126411   3.147943518
#> [2237,]  -1.40126411   3.147943518
#> [2238,]  -1.55142249   2.123381805
#> [2239,]  -2.32357569   0.891172192
#> [2240,]  -2.41450582   2.935972502
#> [2241,]  -2.41450582   2.935972502
#> [2242,]  -2.41450582   2.935972502
#> [2243,]  -2.76964148   2.349004626
#> [2244,]  -2.34314370   2.597628089
#> [2245,]  -2.34314370   2.597628089
#> [2246,]  -0.59433093   2.645225057
#> [2247,]  -1.12160236   4.656174432
#> [2248,]  -1.12160236   4.656174432
#> [2249,]  -2.16855815   4.460659919
#> [2250,]  -2.16855815   4.460659919
#> [2251,]  -2.52077052   2.853291526
#> [2252,]  -2.90915750   2.509880353
#> [2253,]  -2.67394875   2.443212380
#> [2254,]  -2.80302150   2.239266640
#> [2255,]  -2.80302150   2.239266640
#> [2256,]  -2.80302150   2.239266640
#> [2257,]  -3.37701744   1.822059704
#> [2258,]  -3.48447787   3.106934831
#> [2259,]  -2.33824166   4.340953607
#> [2260,]  -0.17117741   4.967249362
#> [2261,]  -1.83477192   6.178545151
#> [2262,]  -1.83477192   6.178545151
#> [2263,]  -1.83477192   6.178545151
#> [2264,]  -0.53976372   6.109698998
#> [2265,]  -0.24418394   5.563567179
#> [2266,]  -0.23169496   4.936027042
#> [2267,]  -0.25660729   4.088045222
#> [2268,]  -1.86749437   3.886905189
#> [2269,]  -0.74210602   4.784292528
#> [2270,]   0.48365561   4.372945321
#> [2271,]   0.48365561   4.372945321
#> [2272,]   1.97495460   3.850183966
#> [2273,]   3.67234945   3.541213825
#> [2274,]   3.67234945   3.541213825
#> [2275,]   3.44069499   4.172299760
#> [2276,]   3.44069499   4.172299760
#> [2277,]  -0.60954511   4.215359377
#> [2278,]  -0.43700870   4.264793357
#> [2279,]   0.15024915   3.922546192
#> [2280,]   0.15024915   3.922546192
#> [2281,]   0.49364193   4.015696367
#> [2282,]   0.61273111   3.684306793
#> [2283,]   1.15146771   3.399673155
#> [2284,]  -0.08099932   2.565775875
#> [2285,]  -0.08099932   2.565775875
#> [2286,]  -0.96041043   2.883843333
#> [2287,]  -1.80864740   1.963614234
#> [2288,]  -0.78022661   2.475586858
#> [2289,]  -0.57139388   3.348839206
#> [2290,]  -0.57139388   3.348839206
#> [2291,]  -1.20719429   2.552566312
#> [2292,]  -0.43164076   2.566657646
#> [2293,]  -0.43164076   2.566657646
#> [2294,]  -0.20410003   2.407804745
#> [2295,]  -0.20410003   2.407804745
#> [2296,]   1.47441375   1.967147821
#> [2297,]   0.34769884   2.852557260
#> [2298,]   0.73439646   3.473635521
#> [2299,]   1.63300179   2.738458531
#> [2300,]   0.65928105   2.753855669
#> [2301,]  -0.34744311   2.637801108
#> [2302,]  -1.33979899   3.287419290
#> [2303,]  -1.33979899   3.287419290
#> [2304,]  -3.04980303   2.182308215
#> [2305,]  -3.04980303   2.182308215
#> [2306,]  -3.67691571   3.090205556
#> [2307,]  -3.51534721   2.950473180
#> [2308,]  -3.51534721   2.950473180
#> [2309,]  -2.87176600   1.981492490
#> [2310,]  -2.33741486   2.383155412
#> [2311,]  -3.62068679   1.149671979
#> [2312,]  -3.71159718   0.853037276
#> [2313,]  -3.71159718   0.853037276
#> [2314,]  -3.45363681   1.219458161
#> [2315,]  -2.46644533   1.474931585
#> [2316,]  -2.08376436   1.959569545
#> [2317,]  -3.22549549   3.276130915
#> [2318,]  -4.32041872   4.120520134
#> [2319,]  -3.96257244   4.183106540
#> [2320,]  -4.88379319   4.831994590
#> [2321,]  -4.77780463   4.608287749
#> [2322,]  -4.77780463   4.608287749
#> [2323,]  -4.77780463   4.608287749
#> [2324,]  -3.60783177   5.362676004
#> [2325,]  -2.63395487   4.317231281
#> [2326,]  -2.63395487   4.317231281
#> [2327,]  -0.70504926   3.443084769
#> [2328,]  -0.25514908   3.522516790
#> [2329,]   0.23974528   3.784167343
#> [2330,]   0.35765199   3.392941155
#> [2331,]   0.35765199   3.392941155
#> [2332,]   1.80789873   2.809463537
#> [2333,]   1.80789873   2.809463537
#> [2334,]   1.80789873   2.809463537
#> [2335,]   1.80789873   2.809463537
#> [2336,]   1.70159241   2.198090441
#> [2337,]   1.09761986   3.285024754
#> [2338,]   2.17133072   3.802030306
#> [2339,]   0.54298779   4.650191540
#> [2340,]   0.54298779   4.650191540
#> [2341,]   0.54298779   4.650191540
#> [2342,]   0.26156477   4.503185079
#> [2343,]   0.99615498   3.690927635
#> [2344,]   1.85567171   2.064416808
#> [2345,]   0.97691535   2.571062919
#> [2346,]   1.73484459   3.123342004
#> [2347,]   2.84849830   1.880170037
#> [2348,]   0.46538232   1.835011344
#> [2349,]   0.46538232   1.835011344
#> [2350,]   0.46538232   1.835011344
#> [2351,]   0.46538232   1.835011344
#> [2352,]   2.79737938   1.568309784
#> [2353,]   2.79737938   1.568309784
#> [2354,]   3.17610713   1.500934143
#> [2355,]   2.53013928   1.836251466
#> [2356,]   3.33819439   1.319932000
#> [2357,]   2.76080668   1.419920295
#> [2358,]   2.76080668   1.419920295
#> [2359,]   2.76080668   1.419920295
#> [2360,]   2.38336512   1.773154375
#> [2361,]   1.68219232   2.805065567
#> [2362,]   1.68219232   2.805065567
#> [2363,]   3.39048585   2.780072434
#> [2364,]   4.05747187   3.181028399
#> [2365,]   4.43433751   2.833478126
#> [2366,]   4.43433751   2.833478126
#> [2367,]   3.34606067   2.992142657
#> [2368,]   4.21451938   3.647224986
#> [2369,]   3.18061915   3.868222355
#> [2370,]   3.18061915   3.868222355
#> [2371,]   1.00769471   3.196668941
#> [2372,]   1.94693881   3.565742820
#> [2373,]   1.39566133   3.697803261
#> [2374,]   2.19416115   2.974852756
#> [2375,]   2.19416115   2.974852756
#> [2376,]   1.01943572   2.391153363
#> [2377,]   1.01943572   2.391153363
#> [2378,]   1.01943572   2.391153363
#> [2379,]  -0.27452579   2.543782333
#> [2380,]   0.83402366   2.316680828
#> [2381,]   0.83402366   2.316680828
#> [2382,]   1.08992802   2.707127214
#> [2383,]   0.59925599   3.672222047
#> [2384,]  -0.31894304   3.041454143
#> [2385,]   0.79048893   2.575451390
#> [2386,]   1.33964618   2.047949792
#> [2387,]   0.24006406   2.333539218
#> [2388,]   0.24006406   2.333539218
#> [2389,]   0.52709466   2.692564212
#> [2390,]   0.84401871   2.710544252
#> [2391,]   1.73897852   2.345827388
#> [2392,]   2.56175885   3.390014288
#> [2393,]   2.56175885   3.390014288
#> [2394,]   2.56175885   3.390014288
#> [2395,]   3.42673334   2.504347741
#> [2396,]   3.37425187   2.097359452
#> [2397,]   3.36369675   2.958033398
#> [2398,]   3.36369675   2.958033398
#> [2399,]   3.36369675   2.958033398
#> [2400,]   2.69951447   2.120911296
#> [2401,]   2.31960958   1.887227245
#> [2402,]   2.31960958   1.887227245
#> [2403,]   3.00218834   1.828357332
#> [2404,]   1.93673760   0.981581714
#> [2405,]   1.93673760   0.981581714
#> [2406,]  -0.39080101   1.074171802
#> [2407,]  -0.39080101   1.074171802
#> [2408,]   0.70428535   3.381304219
#> [2409,]   1.94955291   2.472428966
#> [2410,]   2.32614921   2.989423677
#> [2411,]   3.21738964   2.660554378
#> [2412,]   3.21738964   2.660554378
#> [2413,]   3.21738964   2.660554378
#> [2414,]   3.21738964   2.660554378
#> [2415,]   3.21738964   2.660554378
#> [2416,]   2.84543344   1.855643082
#> [2417,]   1.54778017   2.035635059
#> [2418,]   1.54778017   2.035635059
#> [2419,]   1.54778017   2.035635059
#> [2420,]   1.14190501   1.614120746
#> [2421,]   1.00249914   2.782384532
#> [2422,]   1.50140003   3.980306980
#> [2423,]   1.50140003   3.980306980
#> [2424,]   1.50140003   3.980306980
#> [2425,]   1.50140003   3.980306980
#> [2426,]   1.47574669   2.471832091
#> [2427,]   1.47574669   2.471832091
#> [2428,]   1.47574669   2.471832091
#> [2429,]   0.76410041   2.796785521
#> [2430,]   0.76410041   2.796785521
#> [2431,]   0.79420964   1.561372145
#> [2432,]   0.79420964   1.561372145
#> [2433,]   0.79420964   1.561372145
#> [2434,]   1.89593221   3.241047608
#> [2435,]   2.51218686   3.571316733
#> [2436,]   4.34146951   3.872008657
#> [2437,]   4.34146951   3.872008657
#> [2438,]   5.14491954   3.052354339
#> [2439,]   5.91884078   1.648167783
#> [2440,]   7.35858017   1.484391099
#> [2441,]   6.85036117   1.583765737
#> [2442,]   6.85036117   1.583765737
#> [2443,]   6.85036117   1.583765737
#> [2444,]   6.85036117   1.583765737
#> [2445,]   7.56639554   1.334835752
#> [2446,]   7.28345465   2.465840836
#> [2447,]   7.28345465   2.465840836
#> [2448,]   9.28677342   1.148995316
#> [2449,]   8.25269447   1.306976909
#> [2450,]   8.25269447   1.306976909
#> [2451,]   7.94245533   1.519219224
#> [2452,]   7.87253524   1.670671423
#> [2453,]   7.87253524   1.670671423
#> [2454,]   7.87253524   1.670671423
#> [2455,]   6.14427651   2.666365861
#> [2456,]   6.40104194   2.059610669
#> [2457,]   6.92154660   2.414760397
#> [2458,]   5.49064616   2.480627753
#> [2459,]   5.49064616   2.480627753
#> [2460,]   4.17393780   2.459285118
#> [2461,]   5.25039289   2.524115867
#> [2462,]   4.61961266   2.688688473
#> [2463,]   4.07027271   1.611932128
#> [2464,]   4.07027271   1.611932128
#> [2465,]   4.07027271   1.611932128
#> [2466,]   3.72441194   1.960556531
#> [2467,]   3.08079426   3.359878510
#> [2468,]   3.50107994   2.730515497
#> [2469,]   1.88382904   3.342867840
#> [2470,]   1.88382904   3.342867840
#> [2471,]   1.88382904   3.342867840
#> [2472,]   1.56227436   4.017554779
#> [2473,]   1.56227436   4.017554779
#> [2474,]   1.90890313   4.036871478
#> [2475,]   2.51596740   3.617119278
#> [2476,]   2.51596740   3.617119278
#> [2477,]   2.51596740   3.617119278
#> [2478,]   2.16839959   3.046098086
#> [2479,]   2.75292529   2.772004359
#> [2480,]   2.00814560   2.302208444
#> [2481,]   2.00814560   2.302208444
#> [2482,]   3.50489695   2.567189373
#> [2483,]   3.50489695   2.567189373
#> [2484,]   3.50489695   2.567189373
#> [2485,]   4.31848020   1.369561601
#> [2486,]   5.36895251   0.649418676
#> [2487,]   5.36895251   0.649418676
#> [2488,]   4.27739757   1.225929811
#> [2489,]   4.27739757   1.225929811
#> [2490,]   4.27739757   1.225929811
#> [2491,]   4.34438297   0.739485960
#> [2492,]   3.56092658   1.837256463
#> [2493,]   3.55816921   2.061129968
#> [2494,]   1.30572352   2.390909136
#> [2495,]   0.83515206   3.367373427
#> [2496,]   1.83999654   3.706917082
#> [2497,]   1.40260752   3.133697631
#> [2498,]   3.02557074   3.416562415
#> [2499,]   4.08953300   1.246979281
#> [2500,]   4.50279317   1.559845034
#> [2501,]   2.92650450   3.540480859
#> [2502,]   2.92650450   3.540480859
#> [2503,]   2.11110253   3.172148175
#> [2504,]   2.00960371   3.368728420
#> [2505,]   2.00960371   3.368728420
#> [2506,]   0.22235031   3.046847145
#> [2507,]   0.52327840   3.667998014
#> [2508,]   1.59298781   4.785558809
#> [2509,]   1.59298781   4.785558809
#> [2510,]   1.59298781   4.785558809
#> [2511,]   1.59298781   4.785558809
#> [2512,]   3.66486537   4.484108807
#> [2513,]   3.50754261   5.009988304
#> [2514,]   3.50754261   5.009988304
#> [2515,]   1.87210322   4.587161792
#> [2516,]   1.87210322   4.587161792
#> [2517,]   2.31834290   4.566278989
#> [2518,]   1.84596340   3.963362192
#> [2519,]   1.60062691   2.672011956
#> [2520,]   1.60062691   2.672011956
#> [2521,]   2.16076076   2.385099682
#> [2522,]   1.77692919   2.283873907
#> [2523,]   1.77692919   2.283873907
#> [2524,]   3.46161380   1.986414808
#> [2525,]   3.46161380   1.986414808
#> [2526,]   2.61360834   1.752113030
#> [2527,]   2.61360834   1.752113030
#> [2528,]   1.57966663   1.663477694
#> [2529,]   3.73044081   2.834941528
#> [2530,]   4.89824352   2.405210135
#> [2531,]   3.96360769   3.035934213
#> [2532,]   3.96360769   3.035934213
#> [2533,]   3.45631076   2.843707499
#> [2534,]   3.45631076   2.843707499
#> [2535,]   3.76397476   2.098962303
#> [2536,]   3.72403223   2.779007463
#> [2537,]   3.44044891   2.611708547
#> [2538,]   3.15445948   1.447475301
#> [2539,]   4.99295701   2.872623992
#> [2540,]   3.94923459   2.889913108
#> [2541,]   3.94923459   2.889913108
#> [2542,]   3.38702645   1.301169186
#> [2543,]   3.83102494   2.650407848
#> [2544,]   4.30003336   3.462900372
#> [2545,]   3.47027087   2.643511268
#> [2546,]   4.18707427   2.114809753
#> [2547,]   4.18707427   2.114809753
#> [2548,]   4.18707427   2.114809753
#> [2549,]   3.99543078   1.913621400
#> [2550,]   3.99244654   3.170302546
#> [2551,]   3.31890994   3.417526766
#> [2552,]   3.75054080   2.195037351
#> [2553,]   3.75054080   2.195037351
#> [2554,]   1.26136584   2.328946154
#> [2555,]   1.26136584   2.328946154
#> [2556,]   1.44228609   3.465538643
#> [2557,]   1.44228609   3.465538643
#> [2558,]   2.80644602   4.081190366
#> [2559,]   2.80644602   4.081190366
#> [2560,]   2.80644602   4.081190366
#> [2561,]   2.60620660   3.701472378
#> [2562,]   1.39101785   4.104781924
#> [2563,]   1.89629669   3.381893176
#> [2564,]   2.69729976   2.698625011
#> [2565,]   2.69729976   2.698625011
#> [2566,]   3.29232625   2.803390381
#> [2567,]   3.29232625   2.803390381
#> [2568,]   1.84351384   2.167017806
#> [2569,]   2.92800743   1.843957773
#> [2570,]   4.60876625   2.051210727
#> [2571,]   5.07872416   2.198536643
#> [2572,]   6.94473155   1.916731718
#> [2573,]   6.94473155   1.916731718
#> [2574,]   6.54691126   1.860726376
#> [2575,]   5.47070368   1.378956625
#> [2576,]   5.47070368   1.378956625
#> [2577,]   6.61047023   0.795009475
#> [2578,]   7.50125696   1.295068673
#> [2579,]   7.50125696   1.295068673
#> [2580,]   6.75660873   1.191207454
#> [2581,]   6.75660873   1.191207454
#> [2582,]   7.55266469   1.829135622
#> [2583,]   7.55266469   1.829135622
#> [2584,]   7.55266469   1.829135622
#> [2585,]   9.17498345   2.545822387
#> [2586,]   8.77469111   2.174149296
#> [2587,]   8.50409198   1.061419175
#> [2588,]   8.91201022   0.717037529
#> [2589,]   8.91201022   0.717037529
#> [2590,]   8.80903392   2.752982907
#> [2591,]   8.80903392   2.752982907
#> [2592,]   9.40820036   1.096626838
#> [2593,]   8.01427823   1.561366264
#> [2594,]   8.07475616   0.754417974
#> [2595,]   8.07475616   0.754417974
#> [2596,]   8.07475616   0.754417974
#> [2597,]   8.07475616   0.754417974
#> [2598,]   9.60643443   0.365062324
#> [2599,]  10.21434284  -0.843001052
#> [2600,]  11.26653658  -1.417464356
#> [2601,]  12.01540099  -0.368360024
#> [2602,]  12.01540099  -0.368360024
#> [2603,]  12.08323447  -2.363659346
#> [2604,]  13.00681546  -0.476153834
#> [2605,]  11.88753917   0.138603096
#> [2606,]  11.88753917   0.138603096
#> [2607,]  11.88753917   0.138603096
#> [2608,]  11.88753917   0.138603096
#> [2609,]  11.88753917   0.138603096
#> [2610,]  11.97892864   0.655281231
#> [2611,]  10.62130580  -0.076995983
#> [2612,]  11.29587402  -1.676544729
#> [2613,]  10.66220089  -0.604425727
#> [2614,]  11.46587682  -0.201504486
#> [2615,]  11.51595647  -1.048662562
#> [2616,]  10.76320326  -1.592720924
#> [2617,]  11.08913417  -1.739949421
#> [2618,]  11.40159883  -1.534005074
#> [2619,]  12.92710840  -1.692453667
#> [2620,]  12.92710840  -1.692453667
#> [2621,]  12.92710840  -1.692453667
#> [2622,]  12.92710840  -1.692453667
#> [2623,]  13.29589833  -3.109991735
#> [2624,]  13.67304236  -4.026343603
#> [2625,]  15.04666133  -2.322743908
#> [2626,]  14.61652154  -2.795347789
#> [2627,]  14.61652154  -2.795347789
#> [2628,]  14.64887312  -2.801589753
#> [2629,]  14.64887312  -2.801589753
#> [2630,]  12.83988563  -1.554016506
#> [2631,]  12.83988563  -1.554016506
#> [2632,]  12.73660855  -1.579167000
#> [2633,]  12.09527769  -0.214026876
#> [2634,]  13.06719454  -0.203738219
#> [2635,]  13.06719454  -0.203738219
#> [2636,]  13.78411935  -1.219204869
#> [2637,]  14.53186509  -1.755414998
#> [2638,]  13.84690086  -1.916378351
#> [2639,]  13.84690086  -1.916378351
#> [2640,]  13.51977574  -2.865531095
#> [2641,]  13.63243750  -2.691034857
#> [2642,]  13.73904970  -3.358536344
#> [2643,]  14.34694540  -2.714777099
#> [2644,]  12.87100506  -2.519104547
#> [2645,]  12.04813995  -2.045249932
#> [2646,]  13.97938770  -2.458674495
#> [2647,]  15.17162925  -3.008830046
#> [2648,]  15.17162925  -3.008830046
#> [2649,]  15.17162925  -3.008830046
#> [2650,]  15.17162925  -3.008830046
#> [2651,]  14.96563795  -4.156325390
#> [2652,]  15.25240114  -3.213402578
#> [2653,]  12.77523612  -3.314765827
#> [2654,]  14.25263753  -4.522564070
#> [2655,]  13.94671597  -5.022004962
#> [2656,]  13.94671597  -5.022004962
#> [2657,]  12.12748389  -2.970221273
#> [2658,]  12.12748389  -2.970221273
#> [2659,]  12.06420403  -1.390018324
#> [2660,]  12.06420403  -1.390018324
#> [2661,]  12.24918863  -1.354323288
#> [2662,]  12.24918863  -1.354323288
#> [2663,]  14.00962368  -1.435778127
#> [2664,]  14.00962368  -1.435778127
#> [2665,]  14.58382643  -2.427174671
#> [2666,]  14.58382643  -2.427174671
#> [2667,]  14.84062089  -3.150614547
#> [2668,]  14.24963965  -4.100333331
#> [2669,]  16.11029829  -5.646167734
#> [2670,]  15.55493963  -3.806614303
#> [2671,]  15.37281098  -4.545900772
#> [2672,]  15.37281098  -4.545900772
#> [2673,]  16.42557839  -4.719510470
#> [2674,]  16.42557839  -4.719510470
#> [2675,]  15.79209692  -4.036336617
#> [2676,]  15.79209692  -4.036336617
#> [2677,]  15.83996720  -4.364452207
#> [2678,]  15.83996720  -4.364452207
#> [2679,]  15.13284152  -4.407623044
#> [2680,]  15.13284152  -4.407623044
#> [2681,]  15.13284152  -4.407623044
#> [2682,]  16.25554836  -4.828179232
#> [2683,]  16.61621646  -4.829398745
#> [2684,]  16.61621646  -4.829398745
#> [2685,]  16.61621646  -4.829398745
#> [2686,]  16.50132701  -4.710741281
#> [2687,]  17.02111955  -4.554353756
#> [2688,]  16.46792757  -4.324489547
#> [2689,]  17.09703951  -5.293714827
#> [2690,]  17.09703951  -5.293714827
#> [2691,]  17.09703951  -5.293714827
#> [2692,]  16.10134202  -5.972248024
#> [2693,]  16.20608605  -5.452048088
#> [2694,]  16.20608605  -5.452048088
#> [2695,]  16.20608605  -5.452048088
#> [2696,]  16.20608605  -5.452048088
#> [2697,]  17.36697701  -5.015470659
#> [2698,]  16.97025084  -6.323950318
#> [2699,]  18.14934658  -7.749408696
#> [2700,]  18.14934658  -7.749408696
#> [2701,]  19.24802651  -8.434182792
#> [2702,]  19.24802651  -8.434182792
#> [2703,]  18.43182905  -6.319594396
#> [2704,]  18.72828973  -5.942285148
#> [2705,]  18.11033305  -6.594087563
#> [2706,]  19.16340274  -7.077298246
#> [2707,]  19.16340274  -7.077298246
#> [2708,]  18.48167456  -6.286938192
#> [2709,]  18.55648921  -7.248493793
#> [2710,]  18.52685922  -6.693017277
#> [2711,]  18.50679455  -7.343929483
#> [2712,]  18.50679455  -7.343929483
#> [2713,]  18.50679455  -7.343929483
#> [2714,]  17.67635774  -5.800241591
#> [2715,]  18.13534435  -5.930639889
#> [2716,]  18.07340684  -6.075622342
#> [2717,]  17.76213686  -7.783857813
#> [2718,]  18.08808559  -7.991606266
#> [2719,]  18.26829169  -7.301606915
#> [2720,]  18.26829169  -7.301606915
#> [2721,]  18.26829169  -7.301606915
#> [2722,]  17.76263148  -6.373816797
#> [2723,]  16.90637371  -5.884847574
#> [2724,]  16.90637371  -5.884847574
#> [2725,]  16.90637371  -5.884847574
#> [2726,]  16.93760735  -7.555686961
#> [2727,]  16.93760735  -7.555686961
#> [2728,]  16.93760735  -7.555686961
#> [2729,]  16.93760735  -7.555686961
#> [2730,]  16.93760735  -7.555686961
#> [2731,]  16.93760735  -7.555686961
#> [2732,]  16.82543867  -6.936317724
#> [2733,]  16.65897236  -7.114379021
#> [2734,]  16.74865885  -7.207352343
#> [2735,]  16.48394766  -5.831183882
#> [2736,]  17.72388169  -6.344413150
#> [2737,]  17.25181323  -6.289481300
#> [2738,]  16.37026244  -5.029154242
#> [2739,]  16.37026244  -5.029154242
#> [2740,]  15.91652996  -4.413349355
#> [2741,]  15.91652996  -4.413349355
#> [2742,]  15.91652996  -4.413349355
#> [2743,]  15.91652996  -4.413349355
#> [2744,]  15.91652996  -4.413349355
#> [2745,]  15.82606115  -4.647268352
#> [2746,]  15.82606115  -4.647268352
#> [2747,]  15.82606115  -4.647268352
#> [2748,]  15.82606115  -4.647268352
#> [2749,]  16.94465626  -6.026819483
#> [2750,]  16.94465626  -6.026819483
#> [2751,]  16.94465626  -6.026819483
#> [2752,]  16.94465626  -6.026819483
#> [2753,]  17.75063345  -5.053371679
#> [2754,]  17.06080179  -6.050425208
#> [2755,]  16.75212470  -5.822004434
#> [2756,]  16.75212470  -5.822004434
#> [2757,]  16.75212470  -5.822004434
#> [2758,]  17.40487600  -8.048404046
#> [2759,]  17.40487600  -8.048404046
#> [2760,]  18.16792961  -8.770253226
#> [2761,]  18.53584352  -8.680258802
#> [2762,]  18.53584352  -8.680258802
#> [2763,]  18.53584352  -8.680258802
#> [2764,]  16.78011504  -6.782441110
#> [2765,]  15.67777690  -5.614592845
#> [2766,]  15.67801631  -5.720376968
#> [2767,]  15.99458723  -5.099567815
#> [2768,]  16.11511347  -5.059744913
#> [2769,]  16.11511347  -5.059744913
#> [2770,]  14.85716046  -3.048420308
#> [2771,]  14.85716046  -3.048420308
#> [2772,]  14.85716046  -3.048420308
#> [2773,]  15.60602725  -3.920137645
#> [2774,]  16.25394003  -4.788016733
#> [2775,]  16.62869766  -5.488919638
#> [2776,]  17.34075528  -5.849446890
#> [2777,]  18.22990416  -6.614578681
#> [2778,]  18.22990416  -6.614578681
#> [2779,]  17.77820307  -6.697864796
#> [2780,]  17.77820307  -6.697864796
#> [2781,]  17.77820307  -6.697864796
#> [2782,]  17.64947104  -7.414133969
#> [2783,]  17.64947104  -7.414133969
#> [2784,]  18.05173619  -8.003987239
#> [2785,]  17.82001239  -9.001224303
#> [2786,]  18.17452630  -9.155779820
#> [2787,]  19.38455348  -9.198251159
#> [2788,]  18.29984522  -9.281618918
#> [2789,]  17.64326365  -9.037012152
#> [2790,]  17.64326365  -9.037012152
#> [2791,]  19.39015643  -7.853329784
#> [2792,]  18.53570655  -7.769081128
#> [2793,]  17.60770880  -6.963085718
#> [2794,]  17.64646970  -6.900424028
#> [2795,]  16.53883685  -6.451165510
#> [2796,]  15.24698026  -5.527333892
#> [2797,]  15.24698026  -5.527333892
#> [2798,]  15.24698026  -5.527333892
#> [2799,]  14.91941874  -4.609844540
#> [2800,]  16.00468664  -4.838075603
#> [2801,]  16.00468664  -4.838075603
#> [2802,]  15.87508819  -4.400598589
#> [2803,]  16.62671286  -4.641688895
#> [2804,]  15.59163736  -4.670404849
#> [2805,]  15.59163736  -4.670404849
#> [2806,]  15.59163736  -4.670404849
#> [2807,]  16.36866537  -4.533480293
#> [2808,]  16.36866537  -4.533480293
#> [2809,]  15.82280232  -4.174376514
#> [2810,]  15.82280232  -4.174376514
#> [2811,]  15.82280232  -4.174376514
#> [2812,]  16.15832790  -4.712156719
#> [2813,]  16.03091246  -5.188943579
#> [2814,]  15.67682350  -6.247839766
#> [2815,]  16.27918294  -6.099264058
#> [2816,]  18.39368813  -5.954100388
#> [2817,]  18.39368813  -5.954100388
#> [2818,]  18.39368813  -5.954100388
#> [2819,]  18.85859298  -5.781557139
#> [2820,]  18.85859298  -5.781557139
#> [2821,]  18.72044042  -6.928293614
#> [2822,]  18.99695682  -7.479855781
#> [2823,]  18.78619964  -7.968837825
#> [2824,]  18.13361270  -7.418453485
#> [2825,]  18.13361270  -7.418453485
#> [2826,]  18.13361270  -7.418453485
#> [2827,]  18.79738603  -6.248563166
#> [2828,]  18.83477986  -6.624256638
#> [2829,]  18.07943433  -6.001573859
#> [2830,]  16.74956603  -5.262173376
#> [2831,]  15.14731751  -5.250109582
#> [2832,]  15.14731751  -5.250109582
#> [2833,]  14.84955256  -4.272725360
#> [2834,]  16.72389117  -4.727701190
#> [2835,]  16.72389117  -4.727701190
#> [2836,]  15.41717120  -5.345526767
#> [2837,]  15.41717120  -5.345526767
#> [2838,]  15.52457496  -6.310531500
#> [2839,]  15.52457496  -6.310531500
#> [2840,]  15.77848461  -5.136124988
#> [2841,]  15.77848461  -5.136124988
#> [2842,]  15.77848461  -5.136124988
#> [2843,]  16.03865471  -4.032857339
#> [2844,]  15.81716267  -4.565611675
#> [2845,]  15.33395615  -4.912933380
#> [2846,]  17.17123745  -5.429832375
#> [2847,]  18.05898626  -5.703246512
#> [2848,]  17.97291396  -5.731470458
#> [2849,]  17.04486133  -6.293414873
#> [2850,]  16.40693718  -5.519514525
#> [2851,]  18.23073662  -6.527800713
#> [2852,]  18.23073662  -6.527800713
#> [2853,]  17.73823894  -6.655524784
#> [2854,]  19.25575375  -8.172216155
#> [2855,]  18.10412745  -7.665772158
#> [2856,]  18.01248779  -6.965286140
#> [2857,]  18.23215874  -7.305970441
#> [2858,]  18.36326892  -6.977733027
#> [2859,]  18.08823038  -7.354638660
#> [2860,]  18.61640868  -7.541253576
#> [2861,]  18.61640868  -7.541253576
#> [2862,]  17.60752484  -7.325712149
#> [2863,]  18.40676705  -7.767386778
#> [2864,]  19.11886114  -6.235030292
#> [2865,]  17.48114543  -5.827296828
#> [2866,]  17.48114543  -5.827296828
#> [2867,]  17.82502797  -6.322029204
#> [2868,]  17.82502797  -6.322029204
#> [2869,]  17.82502797  -6.322029204
#> [2870,]  17.10638080  -5.358469415
#> [2871,]  17.67069015  -6.130378681
#> [2872,]  17.67069015  -6.130378681
#> [2873,]  16.66198053  -5.330268265
#> [2874,]  15.60193890  -5.745214431
#> [2875,]  15.60193890  -5.745214431
#> [2876,]  16.01919332  -4.758190271
#> [2877,]  17.39537532  -4.680421237
#> [2878,]  17.38164639  -4.780307742
#> [2879,]  16.60962798  -6.050654968
#> [2880,]  17.99038250  -6.207220720
#> [2881,]  18.05761578  -6.823307035
#> [2882,]  17.54658648  -6.125253156
#> [2883,]  17.38597971  -7.141008047
#> [2884,]  17.38597971  -7.141008047
#> [2885,]  17.27587034  -5.751472268
#> [2886,]  16.50554798  -6.337460059
#> [2887,]  16.50554798  -6.337460059
#> [2888,]  17.62243888  -6.327601637
#> [2889,]  17.62243888  -6.327601637
#> [2890,]  16.59845542  -5.561570383
#> [2891,]  16.59845542  -5.561570383
#> [2892,]  16.59845542  -5.561570383
#> [2893,]  16.61472874  -6.390720557
#> [2894,]  17.29551894  -5.788673177
#> [2895,]  17.29551894  -5.788673177
#> [2896,]  17.29551894  -5.788673177
#> [2897,]  18.12487526  -6.116291416
#> [2898,]  17.51873986  -7.135723349
#> [2899,]  18.60634680  -6.994593494
#> [2900,]  18.60634680  -6.994593494
#> [2901,]  18.60634680  -6.994593494
#> [2902,]  18.60634680  -6.994593494
#> [2903,]  18.28071484  -7.580200863
#> [2904,]  18.93356287  -8.339789820
#> [2905,]  18.93356287  -8.339789820
#> [2906,]  19.38637182  -9.031550850
#> [2907,]  20.76703858  -9.809106262
#> [2908,]  20.76703858  -9.809106262
#> [2909,]  20.76703858  -9.809106262
#> [2910,]  20.82665632  -9.054649442
#> [2911,]  21.02270187  -9.338243504
#> [2912,]  20.77856514 -10.595876600
#> [2913,]  20.77856514 -10.595876600
#> [2914,]  20.55936058  -8.748046134
#> [2915,]  20.55936058  -8.748046134
#> [2916,]  20.55936058  -8.748046134
#> [2917,]  20.03324802  -9.147330010
#> [2918,]  20.80309966  -9.612632564
#> [2919,]  20.80309966  -9.612632564
#> [2920,]  20.05431434 -10.036243155
#> [2921,]  19.50598201 -10.605344409
#> [2922,]  19.50598201 -10.605344409
#> [2923,]  19.50598201 -10.605344409
#> [2924,]  18.99546613 -10.628153688
#> [2925,]  18.99546613 -10.628153688
#> [2926,]  19.32560492 -10.894308528
#> [2927,]  18.31514808  -9.276130722
#> [2928,]  18.31514808  -9.276130722
#> [2929,]  18.76846710  -7.764973983
#> [2930,]  19.23171399  -8.830278058
#> [2931,]  20.74466280  -9.402539878
#> [2932,]  21.10584812  -9.405169706
#> [2933,]  21.10584812  -9.405169706
#> [2934,]  19.93500911 -10.084232938
#> [2935,]  19.93500911 -10.084232938
#> [2936,]  19.93500911 -10.084232938
#> [2937,]  19.93500911 -10.084232938
#> [2938,]  19.93500911 -10.084232938
#> [2939,]  21.52674797 -10.207375805
#> [2940,]  21.52674797 -10.207375805
#> [2941,]  21.17670098  -9.867116225
#> [2942,]  21.17670098  -9.867116225
#> [2943,]  20.37459923  -8.777703890
#> [2944,]  20.37459923  -8.777703890
#> [2945,]  20.37459923  -8.777703890
#> [2946,]  20.37459923  -8.777703890
#> [2947,]  20.37459923  -8.777703890
#> [2948,]  20.37459923  -8.777703890
#> [2949,]  20.13439956  -9.747076227
#> [2950,]  18.90108815  -8.726288100
#> [2951,]  19.72197521  -8.053281146
#> [2952,]  19.72197521  -8.053281146
#> [2953,]  18.65825050  -8.405103609
#> [2954,]  20.14141593 -10.480064226
#> [2955,]  20.79064111 -10.210579565
#> [2956,]  21.60560295 -10.377496176
#> [2957,]  20.91103004 -10.587300731
#> [2958,]  20.91103004 -10.587300731
#> [2959,]  21.09784874 -11.093289313
#> [2960,]  20.41658909 -10.479785289
#> [2961,]  21.32323097  -9.938734719
#> [2962,]  21.32323097  -9.938734719
#> [2963,]  21.32323097  -9.938734719
#> [2964,]  21.54030142 -10.223914085
#> [2965,]  21.87394821 -10.768664143
#> [2966,]  22.10232537 -11.412996811
#> [2967,]  22.10232537 -11.412996811
#> [2968,]  20.61586628 -11.993375249
#> [2969,]  20.23872344 -12.189817204
#> [2970,]  20.23872344 -12.189817204
#> [2971,]  20.23872344 -12.189817204
#> [2972,]  20.94483584 -10.974825499
#> [2973,]  20.65030884  -9.994609230
#> [2974,]  20.65030884  -9.994609230
#> [2975,]  21.01259190  -9.628843748
#> [2976,]  20.08658916 -10.303987019
#> [2977,]  19.85611291  -9.237471173
#> [2978,]  18.90664354  -8.515541205
#> [2979,]  18.79726487  -6.598215145
#> [2980,]  18.79726487  -6.598215145
#> [2981,]  18.13740491  -7.209828336
#> [2982,]  18.91660860  -8.307460287
#> [2983,]  18.53841485  -7.291195301
#> [2984,]  18.53841485  -7.291195301
#> [2985,]  17.09826179  -5.676891138
#> [2986,]  16.12388664  -6.255522320
#> [2987,]  16.12388664  -6.255522320
#> [2988,]  17.76028984  -6.110655297
#> [2989,]  17.48583570  -6.188251617
#> [2990,]  16.99142844  -6.105517830
#> [2991,]  16.99142844  -6.105517830
#> [2992,]  16.64640753  -6.274093372
#> [2993,]  16.64640753  -6.274093372
#> [2994,]  16.64640753  -6.274093372
#> [2995,]  16.84628245  -4.775956651
#> [2996,]  16.84628245  -4.775956651
#> [2997,]  16.84628245  -4.775956651
#> [2998,]  17.15483179  -5.529470407
#> [2999,]  17.15483179  -5.529470407
#> [3000,]  15.37146934  -4.132344420
#> 
#> $log.p
#>    [1] -4.500000000 -4.500000000 -2.518436299 -2.744548139 -0.078832993
#>    [6] -1.774792893 -2.771262080 -2.920703044 -0.894789622 -0.015159577
#>   [11] -0.075454058 -0.083857045 -0.307020470 -0.144502059 -0.628357756
#>   [16] -0.922653433 -1.378720112 -1.373664168 -1.373664168 -0.593649500
#>   [21] -0.758282064 -1.015068724 -0.110837166 -0.110837166 -0.009395523
#>   [26] -0.488678545 -0.006968952 -0.050402222 -0.050402222 -0.050402222
#>   [31] -0.681919170 -0.596325406 -0.596325406 -0.596325406 -1.345803648
#>   [36] -1.367878768 -2.697832511 -2.697832511 -1.097793357 -1.097793357
#>   [41] -1.097793357 -0.235958011 -0.235958011 -0.117054014 -0.321670836
#>   [46] -1.040498659 -1.982902832 -0.059516658 -0.087446090 -0.087446090
#>   [51] -0.166741505 -0.388426659 -0.388426659 -0.363582289 -0.062143091
#>   [56] -0.165484813 -0.148379537 -0.148379537 -0.140704511 -0.758552706
#>   [61] -0.328056850 -0.221961303 -0.216903369 -0.282895503 -0.478887646
#>   [66] -0.478887646 -0.327535673 -0.572692318 -0.572692318 -0.572692318
#>   [71] -0.386953982 -0.705441508 -0.646604275 -0.646604275 -0.519019844
#>   [76] -0.519019844 -0.503294707 -0.404449155 -0.404449155 -0.404449155
#>   [81] -0.404449155 -0.637289801 -0.679784298 -0.815771616 -1.774284232
#>   [86] -3.881691534 -1.695260613 -1.811886276 -1.701272743 -1.836786468
#>   [91] -0.809007649 -0.338733839 -0.869288922 -3.612316963 -1.552791270
#>   [96] -1.552791270 -0.556753208 -0.556753208 -0.556753208 -0.516593798
#>  [101] -0.438898153 -0.975878624 -1.048215874 -0.606648463 -0.606648463
#>  [106] -0.606648463 -0.606648463 -0.606648463 -0.805462189 -0.805462189
#>  [111] -0.687254233 -0.880486790 -1.542384845 -0.546382115 -0.436066126
#>  [116] -0.445086900 -0.445086900 -0.636987644 -0.492199446 -0.492199446
#>  [121] -0.525013361 -0.525013361 -0.525013361 -0.525013361 -0.432960481
#>  [126] -1.401846349 -0.929165567 -0.391612406 -0.391612406 -0.391612406
#>  [131] -0.391612406 -0.391612406 -0.391612406 -0.391612406 -0.639390624
#>  [136] -0.639390624 -0.937924999 -0.188566987 -0.581755181 -0.316349106
#>  [141] -0.316349106 -0.316349106 -0.539641719 -0.539641719 -0.902983425
#>  [146] -0.902983425 -1.761735158 -1.905933414 -1.905933414 -1.145842938
#>  [151] -1.145842938 -0.537002371 -0.537002371 -0.620043225 -0.590092920
#>  [156] -1.199746308 -1.199746308 -1.199746308 -0.558115959 -0.558115959
#>  [161] -0.633355739 -0.633355739 -2.827208684 -0.595932734 -0.595932734
#>  [166] -0.805178911 -0.805178911 -0.805178911 -0.638838470 -1.361544813
#>  [171] -1.334316510 -0.708419269 -1.599158982 -1.599158982 -1.599158982
#>  [176] -1.599158982 -0.731118793 -0.981888393 -0.637891921 -0.637891921
#>  [181] -1.355482027 -3.504839358 -1.196106684 -1.196106684 -1.196106684
#>  [186] -0.477260990 -0.463705724 -0.463705724 -0.792205379 -0.583180990
#>  [191] -0.583180990 -0.744217502 -0.821580212 -0.821580212 -1.298532558
#>  [196] -1.298532558 -1.298532558 -1.004376786 -1.004376786 -1.004376786
#>  [201] -1.004376786 -0.843012945 -0.821972274 -0.821972274 -0.821972274
#>  [206] -0.629230669 -0.450266929 -0.597015383 -0.478834093 -0.249578529
#>  [211] -0.249578529 -0.249578529 -0.249578529 -0.567514656 -0.567514656
#>  [216] -0.567514656 -0.567514656 -0.357802007 -0.312347156 -0.474535418
#>  [221] -0.424559198 -0.424559198 -0.271966088 -0.236271822 -0.236271822
#>  [226] -0.236271822 -0.229029874 -0.285971736 -0.689892619 -0.691696871
#>  [231] -0.699109627 -0.395075824 -0.251789406 -0.251789406 -0.170554228
#>  [236] -0.534293265 -0.534293265 -0.597342575 -0.262293467 -0.262293467
#>  [241] -0.262293467 -0.262293467 -1.135444959 -2.668547100 -2.567353548
#>  [246] -1.789673191 -0.348608346 -0.348608346 -0.335611832 -0.335611832
#>  [251] -0.462542511 -1.120482490 -0.768767711 -0.680646617 -0.680646617
#>  [256] -0.678711087 -0.852451918 -0.892208148 -1.277965951 -2.465418091
#>  [261] -2.465418091 -1.740668832 -1.740668832 -1.740668832 -1.740668832
#>  [266] -1.740668832 -2.409890087 -1.784111720 -3.035059141 -1.884404254
#>  [271] -1.236789948 -1.236789948 -1.236789948 -1.236789948 -1.236789948
#>  [276] -1.236789948 -1.675631030 -1.479792231 -1.479792231 -1.479792231
#>  [281] -1.479792231 -1.479792231 -3.117803995 -3.117803995 -1.972371903
#>  [286] -2.392019552 -1.831527539 -1.831527539 -1.969174676 -1.969174676
#>  [291] -1.810898380 -1.762693307 -3.791287555 -3.791287555 -2.573886472
#>  [296] -4.147686137 -3.219584544 -2.511753789 -1.587256485 -1.997774948
#>  [301] -1.632564718 -1.632564718 -1.777159832 -1.777159832 -1.777159832
#>  [306] -1.832762112 -1.555082162 -1.543802949 -1.543802949 -1.543802949
#>  [311] -1.543802949 -1.543802949 -1.543802949 -1.634937646 -1.634937646
#>  [316] -1.634937646 -1.966202331 -1.966202331 -1.402819917 -1.402819917
#>  [321] -1.377701453 -1.474533989 -1.474533989 -1.474533989 -1.474533989
#>  [326] -1.261762760 -1.365533413 -1.671771244 -1.907426666 -1.709620099
#>  [331] -1.709620099 -2.281261080 -2.281261080 -2.312976771 -2.040891547
#>  [336] -2.040891547 -1.336494243 -3.496994423 -1.614047621 -1.614047621
#>  [341] -1.614047621 -1.264584890 -1.599525715 -1.599525715 -1.599525715
#>  [346] -1.599525715 -1.412886874 -1.574728939 -1.634276873 -2.157977463
#>  [351] -2.314319349 -2.314319349 -2.314319349 -2.215070482 -1.767465188
#>  [356] -1.553811713 -1.553811713 -1.553811713 -2.024602678 -2.510926221
#>  [361] -2.314978376 -2.837024493 -1.508675072 -1.508675072 -1.654715779
#>  [366] -1.639034271 -1.441690550 -1.985894206 -1.808988699 -1.573063570
#>  [371] -1.831654526 -4.177487864 -4.177487864 -4.596661967 -3.421939960
#>  [376] -1.641210351 -2.399898907 -3.314309212 -1.980003238 -1.980003238
#>  [381] -1.980003238 -0.999095290 -1.781752151 -0.870444594 -1.178893289
#>  [386] -1.178893289 -0.899015392 -0.899015392 -0.969287155 -0.969287155
#>  [391] -0.969287155 -0.969287155 -0.838816003 -0.890786243 -0.890786243
#>  [396] -0.794998468 -0.794998468 -0.794998468 -1.095444004 -0.711933533
#>  [401] -0.692709257 -0.654712134 -0.654712134 -0.709222613 -0.778876378
#>  [406] -0.675048053 -1.195311546 -1.195311546 -1.086010541 -1.086010541
#>  [411] -1.236868804 -1.236868804 -1.236868804 -1.211176520 -1.170873632
#>  [416] -1.170873632 -1.170873632 -1.113502788 -0.976496696 -0.980782844
#>  [421] -0.980782844 -0.980782844 -0.980782844 -0.980782844 -1.039065943
#>  [426] -1.317450518 -1.317450518 -1.317450518 -1.317450518 -0.684391546
#>  [431] -0.684391546 -0.963324329 -3.289026558 -2.492090050 -2.492090050
#>  [436] -2.674707630 -1.132212960 -0.632233936 -1.364212698 -1.364212698
#>  [441] -0.918568293 -0.714398733 -0.770116124 -0.770116124 -0.790164798
#>  [446] -0.553927013 -0.853377635 -0.853377635 -0.810347216 -0.810347216
#>  [451] -0.810347216 -0.872017329 -0.553444735 -0.553444735 -0.474319966
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