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Compute posterior predictions from a fitted INLAvaan model, including latent variable scores, predicted observed values, and imputed missing data.

Usage

# S4 method for class 'INLAvaan'
predict(
  object,
  type = c("lv", "yhat", "ov", "ypred", "ydist", "ymis", "ovmis"),
  newdata = NULL,
  level = 1L,
  nsamp = 1000,
  ymis_only = FALSE,
  summary = FALSE,
  ...
)

Arguments

object

An object of class INLAvaan.

type

Character string specifying the type of prediction:

"lv"

(default) Posterior draws of latent variable scores \(\eta | y, \theta\).

"yhat", "ov"

Predicted means for observed variables \(E(y | \eta, \theta) = \nu + \Lambda \eta\); no residual noise.

"ypred", "ydist"

Predicted observed values including residual noise \(y = \nu + \Lambda \eta + \varepsilon\), \(\varepsilon \sim N(0, \Theta)\).

"ymis", "ovmis"

Imputed values for missing observations, drawn from the conditional distribution \(y_{mis} | y_{obs}, \theta\).

newdata

An optional data frame of new observations. If supplied, predictions are computed for newdata rather than the original training data. Not supported for type = "ymis".

level

Integer; for type = "lv" in multilevel models, specifies whether level 1 or level 2 latent variables are desired (default 1L).

nsamp

Integer; number of posterior samples to use for prediction. Defaults to 1000.

ymis_only

Logical; only applies when type = "ymis". When TRUE, returns only the imputed values as a named numeric vector per sample (names of the form "varname[rowindex]", matching the blavaan convention). When FALSE (default), returns the full data matrix with missing values filled in.

summary

Logical. When TRUE, collapse the posterior draws with summary() and return summary statistics (mean, SD, quantiles, mode) instead of the raw draws – equivalent to calling summary(predict(object, ...)) but without materialising the intermediate draws object. Default FALSE.

...

Currently unused.

Value

A list of nsamp posterior draws, each a matrix (or data frame, for multiple groups) with rows corresponding to cases and columns to variables or latent factors. When summary = TRUE, instead returns a summary.predict.inlavaan_internal object with the posterior mean, SD, quantiles, and mode for each case/variable.

Examples

# \donttest{
HS.model <- "
  visual  =~ x1 + x2 + x3
  textual =~ x4 + x5 + x6
  speed   =~ x7 + x8 + x9
"
utils::data("HolzingerSwineford1939", package = "lavaan")
fit <- acfa(HS.model, HolzingerSwineford1939, std.lv = TRUE, nsamp = 100,
            test = "none", verbose = FALSE)

# Posterior latent variable scores
lv_scores <- predict(fit)
head(lv_scores)
#> [[1]]
#>              visual      textual         speed
#>   [1,] -0.267692799  0.127614103  0.5674313849
#>   [2,]  0.081296216 -1.553844186  0.9250004270
#>   [3,] -0.855217363 -2.464844564 -1.5982323330
#>   [4,] -0.487048953  0.109640239 -0.8683413956
#>   [5,] -0.656794068 -0.499244102  1.1652214562
#>   [6,] -0.362729988 -1.353602760  0.7946235584
#>   [7,] -2.090523290  0.538194702 -0.9848717938
#>   [8,]  0.494527706  0.112849210 -0.3083452880
#>   [9,]  0.057217715 -0.288744923  0.3194803024
#>  [10,] -1.942878638 -0.240899403 -2.4868962207
#>  [11,] -1.201075930 -0.802425928 -0.1310911480
#>  [12,]  1.121728729  0.151196944 -1.0094568583
#>  [13,]  1.732703085 -0.511152957  1.1532443142
#>  [14,] -0.577037453  0.050155984  0.0719999158
#>  [15,]  1.468207308  1.388527837 -0.8553642239
#>  [16,]  0.421774754 -0.675542336 -1.8164074783
#>  [17,] -0.930993144 -0.839018994  1.0830314291
#>  [18,] -0.053535936 -0.759666520  0.4423350115
#>  [19,]  0.079856025  0.668708852 -0.0996985434
#>  [20,]  0.453122366  0.337977083  0.0902641930
#>  [21,] -0.024421520 -1.315241122 -0.5556361069
#>  [22,]  1.018597512 -0.347478505 -0.5219519144
#>  [23,]  0.313931001  0.785189371 -0.4910049252
#>  [24,] -0.497453484 -1.232917182  0.8316811144
#>  [25,] -0.087406014 -1.038474761 -0.3510556922
#>  [26,] -0.218378659 -0.860857128 -0.1289835816
#>  [27,]  0.449874358 -1.292898070 -0.2334320309
#>  [28,]  0.736400497 -0.855892133 -0.2550646519
#>  [29,] -0.023349545 -0.843646467  0.9701179102
#>  [30,] -0.445373613 -0.771996499 -0.0981405165
#>  [31,] -0.009316757 -1.161653973  0.4471110308
#>  [32,] -1.517534021 -1.200167694 -2.5156338783
#>  [33,]  0.811433562 -0.246848995 -0.0289721275
#>  [34,] -0.228065582  0.034176215 -0.4892203647
#>  [35,] -2.603803556 -1.678177788 -0.9588014246
#>  [36,] -0.571086028 -0.411642270 -1.0928938156
#>  [37,]  0.388783873 -0.832451365 -0.7179204412
#>  [38,] -1.913640410 -0.539481604 -0.7149669770
#>  [39,]  0.544473051  0.595235720  0.4430594425
#>  [40,]  0.713264502  0.865775819 -0.5617261750
#>  [41,] -0.539703253 -0.152693402 -0.0387938802
#>  [42,] -0.695357672 -0.659161487 -1.9272817020
#>  [43,] -2.091204161 -1.066558668 -0.9053088862
#>  [44,] -0.293216633 -0.878232682 -0.0480750017
#>  [45,]  0.699910524  0.739853861  0.7093109600
#>  [46,]  0.501131343 -0.352827793 -0.3619356505
#>  [47,]  2.139408044 -1.432400935  1.0619675609
#>  [48,] -0.864003211 -1.063783834  1.9539976938
#>  [49,] -0.510015095 -1.086149049  0.8024165559
#>  [50,] -0.458426854 -0.004854944 -0.5396202361
#>  [51,]  0.080804633 -1.796412948 -0.7107551633
#>  [52,]  0.727579731 -0.117358477 -0.8809488933
#>  [53,] -0.392425762 -2.575735898 -1.3234951685
#>  [54,] -0.080562703 -0.171991718 -0.4364629921
#>  [55,] -0.269136463 -0.894716097 -0.8780511045
#>  [56,] -0.134391230  0.360485459  0.5010431963
#>  [57,] -0.576003564 -0.559109708  0.0003405186
#>  [58,]  0.584998119  0.621841116 -0.9826799535
#>  [59,] -0.421470873 -1.393066515 -1.0155568262
#>  [60,] -1.967247686 -1.410701598 -0.9836489351
#>  [61,]  0.023672660  0.561398106  1.0390903751
#>  [62,]  0.037382392  0.277008109  0.9847826067
#>  [63,] -0.569259241 -1.063336567 -0.6789900598
#>  [64,]  0.339709113  0.366210411  0.1591759707
#>  [65,] -0.357936994 -0.069876631 -1.4760500824
#>  [66,]  0.934474259  0.489152420  1.2304998834
#>  [67,]  0.243444056 -0.625575967  0.6449064795
#>  [68,] -0.379811640 -0.328801562  0.0044685302
#>  [69,] -1.963825648 -1.049574399  0.2545633884
#>  [70,] -0.865632334  0.109656734 -0.3793313086
#>  [71,] -2.624335316 -1.376939551 -1.8952854034
#>  [72,]  0.026998193 -0.647768515 -0.2446686838
#>  [73,] -0.087584760 -1.262047846  1.1853712590
#>  [74,]  0.427917900  0.152680883 -1.2970686472
#>  [75,] -0.585330115 -0.393550191 -0.4667632411
#>  [76,] -1.338225424 -1.890483374 -1.3004476161
#>  [77,]  0.502011609  0.268929337  1.3154848573
#>  [78,] -1.927212550 -2.019015486 -0.4300736248
#>  [79,]  0.601804532  0.349197242  1.1125652902
#>  [80,] -0.233910136 -1.364470535 -0.3405540748
#>  [81,] -0.875055814 -1.316822463  1.3295628882
#>  [82,]  0.159440948 -0.304213199  0.4326004920
#>  [83,]  0.217347134 -1.697580583  0.5677343337
#>  [84,]  0.737710733 -0.768546260  1.2123128255
#>  [85,] -1.088468778 -1.590746122  0.0921793504
#>  [86,]  1.134508115  1.183078635  1.0130635469
#>  [87,]  1.241319741 -0.244623807 -0.0982547094
#>  [88,]  0.854055830  0.444879783  0.5963105264
#>  [89,] -0.244590571 -1.742821821 -0.2645435534
#>  [90,]  0.514931472  0.177827767  0.9290127047
#>  [91,]  0.258115568 -0.667784425  1.8126006800
#>  [92,]  0.016061944 -0.735000841  1.8793570958
#>  [93,] -0.019615005 -1.394638341  0.8361754512
#>  [94,] -1.859053647 -0.281215986 -1.3493819479
#>  [95,] -1.045710438  0.549025212 -0.2897989172
#>  [96,] -0.501060567 -0.033059447 -1.0605624169
#>  [97,] -0.095390266  0.698151650  0.8708190563
#>  [98,]  1.120149891  1.375969471 -0.2248681702
#>  [99,] -0.561074674 -1.166616106  0.3527532789
#> [100,]  0.469085165  0.511174227  0.6629223258
#> [101,]  0.424659979 -1.178552898  0.6716572904
#> [102,]  0.179339971  0.529397499  0.7287343749
#> [103,]  0.200361621  0.616141722  0.4853950350
#> [104,]  0.150067586  0.167092613 -0.6576502367
#> [105,]  1.607343918  1.299091534  0.3816667795
#> [106,]  0.580896800 -0.203238872  1.2529298030
#> [107,]  0.681851723  1.922632674  0.8226309487
#> [108,]  1.194864530 -0.485763510  0.9676853590
#> [109,]  1.276860435  1.294843471  1.9991051346
#> [110,] -1.509066710 -0.761417117 -1.4282583892
#> [111,]  1.239095798  1.176596329 -0.6432279088
#> [112,]  0.321034703  0.163290915 -0.0113219597
#> [113,]  1.007514496  0.230140519  0.3189285313
#> [114,] -0.755620889  0.196165714 -0.8313277209
#> [115,]  0.015635860 -1.331745195 -0.2612092757
#> [116,] -0.807225095  0.044030415 -0.3499664412
#> [117,]  0.009912881  0.701598725  0.9572296876
#> [118,]  0.396010729 -0.097246552  1.7623659538
#> [119,] -0.867112080 -0.405209110 -0.7381834546
#> [120,] -0.498252578 -0.621904066 -0.5601824695
#> [121,]  0.413854369 -0.179013226  1.1770080469
#> [122,] -0.244330111 -0.518566661  0.2535287167
#> [123,]  2.298832394  1.680503455  1.6584206573
#> [124,]  0.397917274 -0.611766463 -0.7827562171
#> [125,]  0.058901520  0.416643514  1.9027786703
#> [126,]  0.466172574  0.223513463  0.9026161311
#> [127,] -0.136000767  1.239617442  0.3088599775
#> [128,]  0.089611150 -0.014630053 -1.1699806176
#> [129,]  0.228926986  0.940461665 -0.3460272282
#> [130,] -0.047543012 -1.676495359  0.5006896263
#> [131,]  0.484439680  1.173883137  0.9877134104
#> [132,]  0.106580730  0.093599242  0.9492546458
#> [133,]  0.893379688 -1.117694536  0.3079312084
#> [134,] -0.194876972 -0.324549687 -0.4112768848
#> [135,]  1.568504736  0.190265202 -0.0924410001
#> [136,]  1.649234221  0.635126784  1.7995630594
#> [137,]  0.288908045  0.977253650 -0.2633908978
#> [138,] -0.066003040  0.293544836 -0.5784607431
#> [139,] -0.114959653 -0.233690458  1.1183965424
#> [140,]  0.799896938  0.538725093  2.7501673519
#> [141,] -1.170525985  0.601697899  0.3745832125
#> [142,]  0.169288344 -1.218064169  0.0266177707
#> [143,]  1.145087134  1.241269160  0.8711803607
#> [144,]  2.405090801  2.895993230  1.0404880414
#> [145,] -2.174006031 -0.548061710 -0.7032003783
#> [146,] -1.116211350  0.313403230 -0.4229585273
#> [147,] -0.440834003  0.504311350  1.3583798817
#> [148,] -1.229870931 -0.906885206 -1.3080622542
#> [149,]  0.070805980  1.193867897  0.2167863075
#> [150,]  0.276026906 -0.709608411  0.1362543466
#> [151,]  3.331760185  1.664434733  1.9784017912
#> [152,] -0.408513652 -0.075162562  0.9628100069
#> [153,] -0.122401365  0.362667579  0.7874394547
#> [154,]  0.113319146 -1.817616824  0.4836715467
#> [155,]  0.386611251 -0.828674160 -0.2292080654
#> [156,] -0.612221294 -0.027868016  0.1832556518
#> [157,] -1.557015094 -0.262189747 -0.9039995870
#> [158,]  0.222806917 -0.073766451 -0.5728534979
#> [159,]  0.386149909  0.655887162 -0.5109429168
#> [160,] -0.804493588 -0.427844570 -0.5014177227
#> [161,] -1.138676334  0.255318691  0.1661387018
#> [162,] -0.716119469  0.307154226 -0.4539562043
#> [163,]  2.595943567  2.388046201  2.4109108025
#> [164,] -0.398498596  0.081197538 -1.0507407018
#> [165,] -0.085258579 -0.468243605 -0.1667861810
#> [166,] -0.951411973  0.430910649 -0.8236742722
#> [167,] -0.825036545 -0.234586893  0.1077046881
#> [168,]  0.198473322 -1.305940178 -0.1587720713
#> [169,]  0.392635656 -0.659774965 -0.2975404916
#> [170,] -1.654066035 -1.401605903 -0.9498888509
#> [171,]  1.320071112  1.827076751 -0.0864719532
#> [172,]  0.879435523 -0.548189665 -1.4989527199
#> [173,]  0.387771265  0.560138883 -0.2682971114
#> [174,]  1.440611112  1.636014863  0.6235577658
#> [175,]  0.116899384 -0.200118959 -0.6778410290
#> [176,]  0.717616286  2.135639187  0.2281299165
#> [177,] -1.714640032 -1.256666247 -1.7150728876
#> [178,]  1.362831447  1.155349127  0.2188466541
#> [179,]  0.865730687  1.278747323 -0.5428572978
#> [180,]  1.374385133 -0.923454074  3.3025306721
#> [181,]  0.556434776 -0.423471294  0.4688163264
#> [182,] -0.740086718  0.569364463 -0.8454769703
#> [183,]  0.241491140  0.697100317 -0.0364201624
#> [184,]  0.316817483 -1.185415169  0.1951589116
#> [185,]  0.656933249 -0.660192733 -0.3603911200
#> [186,] -1.271481781  0.464669707 -0.9367599499
#> [187,] -1.138289793 -0.205089163 -1.9987477297
#> [188,] -0.294561177  0.504501006 -0.2332182199
#> [189,] -0.460319833 -0.524840619  0.2616468644
#> [190,] -1.333414959 -1.228285030 -1.3528483941
#> [191,] -1.098281598 -0.903129543  0.9188405494
#> [192,]  1.404851334  0.377705963 -0.0741745598
#> [193,]  1.234145712  0.533040353 -0.5016656434
#> [194,] -2.352662207 -2.485246191 -2.7365847500
#> [195,] -0.427543987 -1.083386168 -0.6907224525
#> [196,]  0.094623763  2.419616168 -0.3214425618
#> [197,] -0.018134467  0.714165023 -1.4402467083
#> [198,]  0.482819759  0.244372833 -0.8964663646
#> [199,] -1.011828115 -0.991584526 -2.2312124732
#> [200,] -0.597086669 -0.107179018 -0.2350444980
#> [201,]  0.259643180  0.794657681  0.0833267522
#> [202,]  0.650540614  0.472463380 -1.3251755791
#> [203,] -0.447732257 -0.890330040 -2.1122001820
#> [204,] -0.363085436  0.634646913 -1.8804286182
#> [205,] -0.481631656  0.456459851 -2.1108941748
#> [206,]  0.834079687  0.593199618  0.2986422536
#> [207,] -0.771057944 -0.249831975 -1.3520252031
#> [208,] -1.634318756 -0.210650884 -0.5442797395
#> [209,] -0.591077026 -1.130290725 -0.2056837404
#> [210,]  0.465349355 -0.660308264 -0.7749201446
#> [211,]  2.166179641  2.234658633  0.7852674111
#> [212,]  0.077579973  0.313869953  0.5273569474
#> [213,] -0.460108948  0.229992654 -0.0136796532
#> [214,]  1.548395727  2.151826852  1.0306384828
#> [215,] -1.734886853 -0.869456893 -1.6041701361
#> [216,]  0.236525345  0.358540965 -0.2385606823
#> [217,]  0.516438447  2.125383567 -0.7102453356
#> [218,] -0.367683357 -0.092672162 -1.7518484676
#> [219,] -0.030025363  0.627475928  0.9564540145
#> [220,] -0.615130835 -1.980019046 -0.0873539711
#> [221,] -0.196557663 -1.421041238 -2.2414614334
#> [222,] -0.838016232  0.151612333 -2.3152028227
#> [223,]  1.420932555 -0.087865672 -0.1087718670
#> [224,] -0.470954966  1.417441717 -0.3653454406
#> [225,]  1.735687305  0.054702138  0.4635979741
#> [226,]  0.209176518 -0.616364245  0.9233352843
#> [227,] -0.109884855 -0.685758078 -0.2039828750
#> [228,] -0.306820896 -0.046162702  0.3759890936
#> [229,] -1.063049377 -0.275052414 -0.8117598271
#> [230,]  1.083620170  1.955800892  0.0539558519
#> [231,] -1.762663241 -0.605033013 -0.9378206639
#> [232,] -0.017325935 -0.016200197  0.9481312802
#> [233,] -1.991364228  1.765949093 -1.3390063502
#> [234,]  0.318207771 -0.299260616 -2.0096038358
#> [235,] -0.879949243 -0.728377978 -1.1727458930
#> [236,] -0.199735450 -0.099898143  0.9205674055
#> [237,]  0.669350940  1.567584720  0.4617994498
#> [238,]  0.905696910  1.335108536  0.9391689937
#> [239,]  0.682294603  1.248500605  1.3807262546
#> [240,]  0.508441701  0.584710112  2.4996687236
#> [241,]  1.441132125  0.530750184  0.2026658631
#> [242,]  0.275125433  0.854451421 -1.0107770037
#> [243,]  0.147526388  0.790882402 -0.1203744757
#> [244,]  1.048250638  0.693030724 -0.5476814875
#> [245,] -0.408516211 -0.218346792 -0.1902877252
#> [246,]  2.104671252  0.182689858  1.1654048778
#> [247,]  0.209405991  0.635044134 -0.5835070394
#> [248,]  0.963666440  0.407749021  0.8641892999
#> [249,]  1.424166104  0.860126527 -0.0252594150
#> [250,] -0.401050364 -0.438393665  0.6113083238
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#> [301,] -0.538859227  0.801247028 -0.3146022515
#> 
#> [[2]]
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#> [281,] -1.596740466 -0.881754688  0.39323100
#> [282,] -0.241552410  1.242824852 -1.40017844
#> [283,] -0.630829570 -0.841560607 -1.24827681
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#> [301,]  0.745967882  0.460747514  0.16504052
#> 
#> [[3]]
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#> [301,] -0.412623854  0.846683592  0.50359538
#> 
#> [[4]]
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#> [301,] -0.530608635  0.680148117  0.266052216
#> 
#> [[5]]
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#> [176,]  1.624391691  2.2088171709  0.183311110
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#> [183,]  0.482128562  0.3470703870  0.668974606
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#> [187,] -1.461537039 -0.2251062376 -1.976943935
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#> [192,]  1.194453137  0.1506603081 -0.269965243
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#> [230,]  2.119273484  2.0315424131  0.405517197
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#> [238,]  0.861011809  1.4336860623  0.301849102
#> [239,]  1.423508027  1.4666574125  1.578897648
#> [240,]  1.023605717  1.2795174272  2.286276723
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#> [243,]  1.297724699  0.8717983298  0.499772568
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#> [246,]  2.136993439  0.6623605120  1.421659268
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#> [248,]  0.320831785  0.9062765324  0.782813530
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#> [252,]  2.669351644  2.7496563742  1.775678610
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#> [256,]  0.550549516  0.7420592323 -0.473057630
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#> [265,]  0.333863665  1.3406808276  0.498412516
#> [266,]  0.045072644  1.4039011089  0.069647427
#> [267,]  1.517114598  3.3691242190  0.371611136
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#> [269,]  1.113282379  1.9064428205  0.808357542
#> [270,]  0.268695061  0.0951918048  0.431767204
#> [271,]  0.301573459  1.3805163318  0.218248366
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#> [273,] -0.322217835  0.3762350161  0.892344996
#> [274,] -0.480385331 -0.5716089071  0.581792127
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#> [277,]  0.277739937  0.5695587526  0.138577966
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#> [279,] -0.552739537 -1.0631481496  1.352188364
#> [280,]  0.581309524 -0.4033552396  0.437338234
#> [281,] -0.752160300 -0.9126333818  0.572725468
#> [282,] -0.267610606  1.6189230557 -1.158382745
#> [283,] -0.841934117 -0.5959439039 -0.452033208
#> [284,]  0.661885434  0.7984687719 -0.170413416
#> [285,] -0.068006936 -0.1691520605  0.357194659
#> [286,]  0.985673078 -0.2234396170 -0.719444251
#> [287,]  0.112570056  1.4830960104  0.103889035
#> [288,] -0.930014245 -0.7231763345  1.409830058
#> [289,]  0.285482102  0.3928552369  1.460274685
#> [290,]  0.781766499 -0.2556848262  0.021121559
#> [291,] -0.587445917 -0.2416885596  0.716387733
#> [292,] -0.410796756 -1.1393937051 -0.519356392
#> [293,]  1.161675986  0.3718942922  0.912134588
#> [294,]  0.053849763  0.0795562024 -0.381844691
#> [295,]  0.947472324 -0.1928068837  0.243520292
#> [296,]  0.911524895  0.4941132271 -0.312131639
#> [297,] -0.560156383 -0.5445924179  0.564812936
#> [298,] -1.358969151 -1.3208238859  1.090689316
#> [299,] -0.017170039  1.0336444782  0.422979916
#> [300,] -1.152693149 -0.4428000868  0.111264968
#> [301,] -0.774888392  0.6843954281  0.123749418
#> 
#> [[6]]
#>              visual      textual        speed
#>   [1,] -1.262089762 -0.451037861 -0.151460766
#>   [2,]  0.253139676 -0.872611245  0.809080730
#>   [3,] -1.615743503 -2.235502055 -2.047294238
#>   [4,]  0.553705996  0.611337099 -1.121913171
#>   [5,] -0.911758998  0.119651568 -0.019626586
#>   [6,] -0.046836828 -1.986200793  0.308336165
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#>   [9,]  0.309649917  0.519347122  0.096668758
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#>  [15,]  0.602554339  1.048109361 -0.078083330
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#>  [19,] -0.038303454  1.868363880  0.140592808
#>  [20,]  0.342523710 -0.269684129 -0.028924348
#>  [21,]  0.247966008 -1.636837794 -0.398164631
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#>  [27,]  0.329240192 -1.294192841 -0.751797612
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#>  [37,] -0.029314314 -0.274942395 -1.098289962
#>  [38,] -1.323373079  0.106226459 -1.281377132
#>  [39,]  1.242517754  0.723699318  0.559832502
#>  [40,]  0.025075157  0.378419984 -1.729018479
#>  [41,] -0.570713256  0.205903118 -0.493131924
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#>  [43,] -2.791500864 -1.214653616 -0.905039729
#>  [44,] -1.131113110 -1.184961284  0.009102949
#>  [45,]  1.044106331  0.891015635  0.801304185
#>  [46,]  0.823671201 -0.269559071 -0.534392252
#>  [47,]  0.793943703 -2.282072852  0.934402916
#>  [48,] -1.328179353 -0.041576520  2.598098874
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#>  [50,]  0.439286118  0.384844045  0.955239253
#>  [51,] -0.048908627 -1.556497610  0.120560063
#>  [52,]  0.300175333  0.019889336 -0.629248078
#>  [53,] -0.920282329 -2.171779234 -1.362249267
#>  [54,] -1.247460858 -0.644982947 -0.991890126
#>  [55,]  0.077401042 -0.574368545 -0.496379981
#>  [56,]  0.581478849 -0.577249619  0.110642127
#>  [57,] -0.857857511 -1.061247234 -0.399492794
#>  [58,]  1.629126301  0.460190371  0.318669500
#>  [59,] -0.103129351 -1.284122219 -0.400502097
#>  [60,] -0.493294269 -1.394616946 -1.034906176
#>  [61,]  0.699769740  1.160855932  0.514864587
#>  [62,] -0.799787255  0.285742571 -0.041856315
#>  [63,]  0.012015137 -1.046649259 -1.319970131
#>  [64,] -1.638998814 -0.158695445 -0.181591957
#>  [65,] -1.082244198 -0.054901376 -0.808851031
#>  [66,]  1.121194928  0.468718258  0.818314755
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#>  [72,] -0.083804389 -1.477148125  0.580590778
#>  [73,]  0.022727025 -1.302484525  1.673301715
#>  [74,] -0.332955021  0.477313373 -0.652180110
#>  [75,] -1.521321089 -1.081001932 -0.476441114
#>  [76,] -0.604571419 -1.393846372  0.149682417
#>  [77,]  0.402689069  0.287962259  0.184957238
#>  [78,] -1.743652409 -2.095916306 -1.688971268
#>  [79,]  0.687985742  0.507710399  1.801026023
#>  [80,] -1.914113637 -1.504200641 -0.346218814
#>  [81,] -0.672904941 -1.152024791  1.109782106
#>  [82,]  1.888734283  0.253316313  0.956454878
#>  [83,]  0.562150087 -1.905258934  0.545936694
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#>  [89,]  0.457695846 -1.526245222  0.129513396
#>  [90,]  0.444065393 -0.674001251 -0.145813844
#>  [91,] -0.442527257 -0.699683538  0.925889385
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#>  [93,]  0.007102065 -1.197289731  0.691581173
#>  [94,] -1.604433385 -1.186546770 -0.500994306
#>  [95,] -0.001494366  0.761674630 -0.200508650
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#>  [97,] -0.171883673  0.884339117  0.161063640
#>  [98,]  2.047903334  1.689836132  1.703952250
#>  [99,] -0.845656510 -0.683272620  0.508021821
#> [100,]  1.052367936  0.889385937  0.624382537
#> [101,]  0.545423867 -0.464854820 -0.036658099
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#> [105,]  1.661701593  0.831220016  0.318144597
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#> [108,]  0.315203006 -0.866645751  1.422647577
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#> [111,]  0.903676284  0.621288966 -1.093071122
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#> [125,]  1.040491699  0.804880724  1.735256012
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#> [127,] -0.158589902  1.015153911  0.457552187
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#> [130,] -1.071967581 -1.535820533  0.101366415
#> [131,]  1.265766895  1.306344442  1.097226245
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#> [133,] -0.283819230 -1.741988760 -0.309634915
#> [134,] -0.995931371 -0.477640854 -0.906267453
#> [135,]  2.018207443  0.164518486  0.528131812
#> [136,]  0.821178214  1.314300595  0.639395558
#> [137,]  0.344397503  0.811782345 -0.099983538
#> [138,]  0.222458274  0.278853458 -0.574261749
#> [139,]  1.371609010 -0.479237992  0.906578827
#> [140,] -0.891112810  0.809899164  2.461509711
#> [141,] -0.802669531  0.658399986  0.077439226
#> [142,]  0.301323805 -1.598899719 -0.755182509
#> [143,]  0.799658687  1.098864668  0.633474860
#> [144,]  2.162473689  2.810476232  0.327802781
#> [145,] -1.271628328 -0.011006226 -0.559404945
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#> [147,]  0.512727788  1.141029756  1.347956700
#> [148,] -0.032035428 -2.060521281 -0.470794894
#> [149,]  1.328261182  1.828448490 -0.456419848
#> [150,]  1.327878679 -0.189913302  0.224309388
#> [151,]  3.502765370  2.255641182  1.245077470
#> [152,] -0.430726910  0.224163365  1.369298103
#> [153,] -0.489072257  0.376750279  0.919354877
#> [154,]  0.730587217 -1.925138710  0.390130977
#> [155,]  0.006722778 -0.519173158 -0.303815837
#> [156,] -0.354003130  0.148443992 -0.198174435
#> [157,] -0.867022878 -0.316682290 -0.676503920
#> [158,]  0.345853106 -0.132863065 -0.234577603
#> [159,]  0.740532724  0.615872379 -0.729807866
#> [160,] -1.054272426 -0.053712007  0.040253846
#> [161,] -0.758021179  1.018929812 -0.804151629
#> [162,]  0.092841457  1.239027896 -0.611618625
#> [163,]  2.137356784  2.278462618  2.053938479
#> [164,]  0.036248147 -0.242532704 -0.955690844
#> [165,] -0.018800454  0.956058049  0.612990768
#> [166,] -0.582646658  0.072035828  0.092472923
#> [167,] -1.133896073 -0.080667281 -1.250356871
#> [168,] -0.561698721 -1.608428435  0.562252645
#> [169,]  0.445647745 -1.282129837  0.268774532
#> [170,] -2.533974848 -1.826691173 -1.315477877
#> [171,]  0.630489538  1.667957642 -1.757975604
#> [172,] -1.059613218 -1.108955423 -1.188241688
#> [173,]  0.289912022  0.595613329  0.426110177
#> [174,]  0.847890326  0.951419552 -0.852681051
#> [175,]  0.734160784  0.314168797  1.022002695
#> [176,]  0.163564470  2.041066776 -0.446683594
#> [177,] -1.094279602 -0.509768546 -1.904088662
#> [178,]  1.126051935  1.850150335  0.348905950
#> [179,] -0.516299109  0.824679032  0.596667737
#> [180,]  1.084068778 -0.408945359  2.206221929
#> [181,]  0.010944455  0.177665951  0.316589269
#> [182,] -0.194347494  0.363775299 -0.722825590
#> [183,] -1.388122672  0.303981088  0.447870156
#> [184,] -0.436248260 -0.403382503 -0.717927896
#> [185,] -1.007527440 -1.177117836 -0.081359129
#> [186,] -0.241818859  0.244765607 -1.100925481
#> [187,] -0.965301475 -0.152730906 -1.534415563
#> [188,]  0.504617803  0.508889245  0.423282690
#> [189,] -0.284304893  0.027008447 -1.464966217
#> [190,] -1.315594468 -1.086151755 -0.819910430
#> [191,]  0.028052583 -0.214444734  0.606056258
#> [192,]  0.322041664  0.613852686 -0.596379271
#> [193,]  0.111648336  0.822597845 -0.515683797
#> [194,] -2.270031056 -2.580211995 -2.990655800
#> [195,] -0.544798165 -0.120806228 -0.815054523
#> [196,] -1.017297931  1.596478752 -0.614673881
#> [197,]  0.049899877  1.543541666 -1.684883300
#> [198,] -0.376137900  0.749720883 -2.136325756
#> [199,] -1.408558324 -0.017850686 -0.815428589
#> [200,] -0.707601392 -0.725282806 -0.165441342
#> [201,]  1.188729957 -0.080980888  0.584023132
#> [202,]  0.629070089  1.190145797 -0.663964340
#> [203,] -0.925524774 -0.782283682 -2.526884988
#> [204,] -0.314703030 -0.667619181 -0.430209433
#> [205,] -0.336408224 -0.154844118 -1.834711247
#> [206,]  0.186709006  0.810215842  0.676663520
#> [207,]  0.248471932 -0.497909309 -1.512545675
#> [208,] -0.962963233  0.254693526 -0.699389977
#> [209,] -0.285774863 -2.063649619 -2.075398239
#> [210,] -1.164602665 -0.784996928 -0.540507028
#> [211,]  0.070541845  1.582726166  0.069317210
#> [212,] -0.488476049  0.412138131 -0.607539577
#> [213,]  0.333537507  0.734943313 -0.267460896
#> [214,]  0.332370331  1.369494607  0.208560285
#> [215,] -1.477050549 -0.403010629 -0.375409778
#> [216,] -0.285614524 -0.001362373 -0.265595221
#> [217,]  1.356215788  1.522944046  0.554216193
#> [218,] -0.118422475 -0.980002144 -1.722675698
#> [219,]  0.024804440 -0.394681183  0.123362438
#> [220,] -0.651534671 -1.878521605  0.427524920
#> [221,] -1.413709603 -1.248053759 -0.895393538
#> [222,] -2.140137806 -0.098328921 -2.239832988
#> [223,]  2.174773804 -0.097594116 -0.293973506
#> [224,] -1.337605405  0.860165430 -0.053360792
#> [225,]  0.372884736 -0.226632124  0.837043487
#> [226,]  1.128940713 -0.436081435  0.501297928
#> [227,] -0.292271387 -0.101099257  1.367602184
#> [228,] -1.394326847 -0.004901943  0.012876019
#> [229,] -1.058968171  0.152261771 -0.998697015
#> [230,]  0.700546910  2.122952664  0.269998626
#> [231,] -1.302668427 -0.561314819 -1.095717425
#> [232,] -0.782970051  0.020713597  0.009153943
#> [233,] -1.131663598  1.094537809 -1.229660470
#> [234,] -0.175478449 -0.955510180 -1.125132386
#> [235,] -1.290310820 -1.334403799 -0.716453287
#> [236,] -0.000710902 -0.059479030  0.992209266
#> [237,]  0.900117957  1.282915821  0.603233186
#> [238,]  0.587899014  1.258666479 -0.289254247
#> [239,]  1.616563767  1.750665208  1.710330551
#> [240,]  0.424743127  1.065560489  1.939975733
#> [241,]  1.397506712  1.093381549  1.624521987
#> [242,]  0.262110019  1.375465122  0.236406059
#> [243,]  0.285589729  1.115005521 -0.872867969
#> [244,]  1.146891180  0.689985774  0.860891937
#> [245,] -0.222064365  0.145203704  1.047274277
#> [246,]  2.350253946 -0.338317016  0.617691709
#> [247,] -0.265649599  0.893432036 -0.064715747
#> [248,]  0.884146256  1.041427045  1.040479478
#> [249,]  1.146453558  0.908728943  0.837681140
#> [250,] -0.564024219  0.057840459  1.306458920
#> [251,]  0.899352711  1.033943991  0.760546883
#> [252,]  2.493025562  2.023565337  1.816295577
#> [253,] -0.160340323  1.204957150 -0.093045790
#> [254,] -0.861625963  0.512922690 -0.311266492
#> [255,]  0.353906006  1.962998819 -0.481298788
#> [256,] -0.403580420 -0.318444194 -0.890724717
#> [257,] -0.133101628  0.441009148 -0.011699830
#> [258,]  1.619325121  1.835541473  1.366577676
#> [259,]  1.793671149  0.170742676  0.993273655
#> [260,] -1.492454015 -0.722136458 -1.986255220
#> [261,] -0.284537865  0.450605421 -0.963821580
#> [262,]  0.134217857  0.164285459  1.209009681
#> [263,] -1.445175492  0.377690121  0.800933204
#> [264,]  0.804494364  1.522292285  0.253722631
#> [265,]  0.337943655  1.466474447  0.763239159
#> [266,] -0.983740532  1.153099694 -0.431064510
#> [267,]  0.212318108  1.443076297  1.772804304
#> [268,]  0.791712087  0.937190284  0.070134015
#> [269,]  1.425163408  1.759974112  0.408633656
#> [270,] -0.279165933 -1.136547841  1.629186818
#> [271,]  0.635655069  0.822090678 -0.489883040
#> [272,]  0.464775822  0.141877146  0.034096033
#> [273,] -0.133261553  0.267295473  0.973465256
#> [274,]  0.601735300 -0.175703638  0.037269862
#> [275,]  0.673047740 -0.484237516  0.314620819
#> [276,] -1.118273860 -0.964079423 -0.318278659
#> [277,] -0.558236336  0.801258210 -0.630663977
#> [278,]  0.001969417  0.485572921 -0.448806759
#> [279,]  0.883488025 -1.633313212  1.410892884
#> [280,]  0.440897655 -0.361450468  0.616628248
#> [281,] -0.774884171  0.117469751 -0.531815776
#> [282,] -0.093045637  1.573472500 -1.507654794
#> [283,]  0.150880922 -0.104517974 -1.652067306
#> [284,]  1.267135431  0.986561659 -0.802459466
#> [285,] -0.468850879 -0.820017686  0.708121416
#> [286,]  0.124937099 -0.437541716  0.847040762
#> [287,]  0.629415428  1.376149582 -0.241732657
#> [288,] -0.549974327 -0.716209661  0.657525536
#> [289,] -0.210132693  0.589844457  1.148816407
#> [290,]  0.444130892 -0.209168790 -0.327638238
#> [291,] -0.321113520 -0.166533962  1.788821994
#> [292,] -1.017290292 -1.568084415  0.305758210
#> [293,]  0.687978878 -0.164692204  0.193586601
#> [294,]  1.023307876 -0.079986849 -0.715986742
#> [295,]  0.350757782 -1.036741522 -0.292889369
#> [296,]  0.717753605  0.322824594 -0.884919332
#> [297,] -0.228741063 -0.513758195 -0.393651343
#> [298,] -0.310252234 -0.841176276  0.110804821
#> [299,] -0.852016301  0.725581197  0.541293282
#> [300,]  0.728490822  0.459405492  0.162455214
#> [301,]  1.348061273  0.598650074 -0.114209160
#> 

# Predicted observed variable means
yhat <- predict(fit, type = "yhat")
head(yhat)
#> [[1]]
#>              x1       x2        x3        x4       x5          x6       x7
#>   [1,] 4.791100 6.009559 2.1520434 2.8182977 4.057493  1.95200769 4.404585
#>   [2,] 5.741467 6.525118 2.7982698 2.6334545 3.841848  1.77405663 4.993424
#>   [3,] 3.791580 5.467334 1.4723939 1.1897603 2.157581  0.38419300 3.665041
#>   [4,] 5.383639 6.331002 2.5549555 3.6948846 5.080152  2.79590950 4.051756
#>   [5,] 4.093717 5.631239 1.6778401 3.1940502 4.495860  2.31374958 4.340562
#>   [6,] 4.230551 5.705469 1.7708837 1.8588151 2.938125  1.02830102 4.401846
#>   [7,] 4.124675 5.648033 1.6988902 4.0786004 5.527809  3.16531786 4.436244
#>   [8,] 4.712872 5.967121 2.0988506 3.4018760 4.738317  2.51382623 4.323038
#>   [9,] 5.276646 6.272960 2.4822029 3.7362426 5.128402  2.83572546 4.174610
#>  [10,] 3.735381 5.436847 1.4341801 3.2204210 4.526625  2.33913707 3.691657
#>  [11,] 4.722307 5.972240 2.1052658 2.9615835 4.224656  2.08995082 4.097613
#>  [12,] 6.069335 6.702982 3.0212122 3.5109456 4.865562  2.61882899 4.161913
#>  [13,] 5.810659 6.562655 2.8453193 2.7008323 3.920454  1.83892219 4.537228
#>  [14,] 5.085922 6.169495 2.3525150 2.7990740 4.035066  1.93350070 4.112090
#>  [15,] 4.749850 5.987181 2.1239944 4.5343816 6.059540  3.60410441 4.456164
#>  [16,] 4.720246 5.971122 2.1038647 2.5017996 3.688255  1.64731076 3.613576
#>  [17,] 4.133666 5.652910 1.7050040 2.2965127 3.448760  1.44967826 4.368048
#>  [18,] 5.194989 6.228662 2.4266782 2.2862773 3.436818  1.43982449 4.069331
#>  [19,] 5.924138 6.624215 2.9224816 4.1633100 5.626635  3.24686893 4.480780
#>  [20,] 5.259013 6.263394 2.4702128 3.4048784 4.741820  2.51671667 4.127072
#>  [21,] 5.509655 6.399364 2.6406435 1.7302022 2.788081  0.90448360 4.214785
#>  [22,] 5.884307 6.602607 2.8953981 2.7417492 3.968189  1.87831336 4.453934
#>  [23,] 5.114542 6.185021 2.3719760 3.7713928 5.169409  2.86956503 4.023948
#>  [24,] 5.181508 6.221349 2.4175112 2.0875693 3.204998  1.24852566 4.458038
#>  [25,] 5.025009 6.136451 2.3110961 2.7835299 4.016932  1.91853621 3.818394
#>  [26,] 5.544251 6.418132 2.6641677 1.9926936 3.094313  1.15718764 4.340597
#>  [27,] 5.802556 6.558259 2.8398092 1.7145915 2.769869  0.88945500 4.257396
#>  [28,] 5.602159 6.449546 2.7035437 1.9917061 3.093161  1.15623695 3.950576
#>  [29,] 5.296249 6.283595 2.4955326 2.1727735 3.304401  1.33055290 4.965040
#>  [30,] 4.824813 6.027848 2.1749677 2.5481064 3.742278  1.69189094 4.485749
#>  [31,] 3.423046 5.267410 1.2217995 2.2716965 3.419808  1.42578741 4.570078
#>  [32,] 3.146835 5.117570 1.0339828 2.0393438 3.148737  1.20209833 3.125801
#>  [33,] 5.351273 6.313444 2.5329476 3.2525453 4.564103  2.37006360 3.763505
#>  [34,] 5.464536 6.374888 2.6099635 2.6950670 3.913728  1.83337185 4.203258
#>  [35,] 4.119365 5.645152 1.6952796 2.0347214 3.143344  1.19764830 3.800521
#>  [36,] 4.296442 5.741214 1.8156876 2.3616961 3.524805  1.51243121 3.169980
#>  [37,] 5.963469 6.645552 2.9492263 2.8085451 4.046116  1.94261868 3.993961
#>  [38,] 3.393740 5.251512 1.2018722 2.8559461 4.101415  1.98825225 3.998987
#>  [39,] 5.782425 6.547338 2.8261203 4.5701451 6.101263  3.63853446 4.709472
#>  [40,] 5.263224 6.265679 2.4730765 3.4387901 4.781383  2.54936391 3.890304
#>  [41,] 4.373898 5.783233 1.8683559 3.3762392 4.708409  2.48914535 4.062432
#>  [42,] 3.265881 5.182150 1.1149314 2.6288843 3.836517  1.76965683 3.517081
#>  [43,] 2.524487 4.779955 0.6108014 1.8709790 2.952316  1.04001138 3.284947
#>  [44,] 3.650000 5.390529 1.3761231 2.3436936 3.503803  1.49509995 4.074778
#>  [45,] 5.328117 6.300882 2.5172019 3.8442073 5.254358  2.93966450 4.250439
#>  [46,] 6.064279 6.700239 3.0177742 2.7126163 3.934201  1.85026674 4.058338
#>  [47,] 5.696294 6.500613 2.7675536 0.8586475 1.771293  0.06542632 4.846618
#>  [48,] 3.476623 5.296475 1.2582309 2.1861650 3.320024  1.34344509 4.990547
#>  [49,] 5.478704 6.382573 2.6195973 2.1153583 3.237418  1.27527853 4.252417
#>  [50,] 4.285493 5.735274 1.8082427 3.4707740 4.818696  2.58015529 4.189501
#>  [51,] 4.467680 5.834108 1.9321254 0.7256755 1.616163 -0.06258754 3.957506
#>  [52,] 6.020006 6.676222 2.9876699 2.8184800 4.057706  1.95218314 4.351795
#>  [53,] 3.825141 5.485541 1.4952148 0.7319907 1.623530 -0.05650787 3.327223
#>  [54,] 4.606450 5.909389 2.0264857 2.9061444 4.159978  2.03657880 4.059976
#>  [55,] 5.787935 6.550327 2.8298670 3.0495087 4.327233  2.17459757 4.574260
#>  [56,] 4.949442 6.095457 2.2597125 2.4877270 3.671837  1.63376286 4.361704
#>  [57,] 3.946786 5.551531 1.5779302 1.8668425 2.947490  1.03602910 4.594884
#>  [58,] 6.154531 6.749200 3.0791439 2.9943854 4.262924  2.12152965 3.892244
#>  [59,] 4.072093 5.619508 1.6631359 1.9742544 3.072801  1.13943596 3.899202
#>  [60,] 4.329236 5.759005 1.8379873 2.0146534 3.119932  1.17832863 3.799829
#>  [61,] 4.976988 6.110400 2.2784426 3.9902055 5.424684  3.08021885 5.020111
#>  [62,] 4.557272 5.882711 1.9930460 2.5043801 3.691265  1.64979500 4.095080
#>  [63,] 4.346908 5.768591 1.8500038 1.6119412 2.650113  0.79063219 3.851861
#>  [64,] 5.069145 6.160394 2.3411073 3.0091024 4.280093  2.13569793 4.113882
#>  [65,] 4.343709 5.766856 1.8478286 2.6808884 3.897186  1.81972186 4.103817
#>  [66,] 5.683786 6.493827 2.7590482 2.9371093 4.196103  2.06638915 4.276149
#>  [67,] 5.039330 6.144220 2.3208337 2.3040158 3.457513  1.45690160 4.234673
#>  [68,] 5.419801 6.350620 2.5795451 2.4084794 3.579384  1.55747014 3.739361
#>  [69,] 4.368256 5.780172 1.8645196 1.5265745 2.550521  0.70844852 4.027981
#>  [70,] 4.768345 5.997215 2.1365708 3.4207038 4.760283  2.53195201 4.652620
#>  [71,] 2.095733 4.547362 0.3192584 1.8397865 2.915926  1.00998193 3.485760
#>  [72,] 4.991323 6.118177 2.2881900 1.6368060 2.679121  0.81456991 3.768819
#>  [73,] 4.715993 5.968815 2.1009728 1.7983965 2.867639  0.97013522 4.441448
#>  [74,] 5.777356 6.544588 2.8226736 4.3653168 5.862303  3.44134349 3.926311
#>  [75,] 4.823986 6.027399 2.1744051 2.6286069 3.836193  1.76938982 4.336948
#>  [76,] 4.404266 5.799707 1.8890055 2.0846422 3.201584  1.24570771 4.029973
#>  [77,] 5.498710 6.393426 2.6332009 3.2731559 4.588148  2.38990574 4.515413
#>  [78,] 3.336448 5.220432 1.1629150 1.6063489 2.643589  0.78524844 3.500657
#>  [79,] 5.621790 6.460196 2.7168925 2.8565987 4.102177  1.98888052 5.078645
#>  [80,] 4.240714 5.710982 1.7777938 2.3376628 3.496767  1.48929402 3.959825
#>  [81,] 5.769041 6.540077 2.8170197 1.8670923 2.947782  1.03626955 4.445727
#>  [82,] 6.036051 6.684926 2.9985799 2.9182025 4.174046  2.04818736 4.242620
#>  [83,] 4.730996 5.976953 2.1111741 1.8862367 2.970116  1.05470015 4.177989
#>  [84,] 3.610559 5.369133 1.3493042 2.3472963 3.508006  1.49856831 3.707630
#>  [85,] 3.210902 5.152325 1.0775465 1.5404341 2.566690  0.72179138 3.715009
#>  [86,] 5.568601 6.431341 2.6807250 4.2589260 5.738184  3.33891968 4.713745
#>  [87,] 5.601944 6.449430 2.7033981 2.5485622 3.742810  1.69232965 4.256276
#>  [88,] 5.849350 6.583644 2.8716279 3.0952617 4.380610  2.21864462 3.815324
#>  [89,] 4.513481 5.858955 1.9632693 1.2519187 2.230097  0.44403379 4.140758
#>  [90,] 5.440328 6.361755 2.5935026 2.7120097 3.933494  1.84968281 4.022900
#>  [91,] 5.183312 6.222328 2.4187384 2.2877292 3.438512  1.44122226 4.511274
#>  [92,] 4.805888 6.017581 2.1620991 2.0353651 3.144095  1.19826801 4.735790
#>  [93,] 5.106915 6.180884 2.3667902 2.4059143 3.576392  1.55500068 4.102865
#>  [94,] 4.394136 5.794212 1.8821177 2.2048525 3.341825  1.36143579 3.642567
#>  [95,] 5.215041 6.239540 2.4403130 3.2257896 4.532888  2.34430550 3.744899
#>  [96,] 4.645390 5.930513 2.0529642 3.8346615 5.243221  2.93047457 3.840369
#>  [97,] 4.936807 6.088603 2.2511209 3.4552295 4.800562  2.56519037 4.448286
#>  [98,] 6.616058 6.999572 3.3929712 4.5436151 6.070313  3.61299369 5.060751
#>  [99,] 3.954287 5.555600 1.5830309 2.0169425 3.122603  1.18053238 3.823968
#> [100,] 5.257847 6.262762 2.4694204 3.2133346 4.518358  2.33231492 4.088659
#> [101,] 6.111257 6.725724 3.0497183 2.3280446 3.485546  1.48003450 4.019062
#> [102,] 6.122820 6.731997 3.0575807 2.9422352 4.202083  2.07132389 4.147424
#> [103,] 5.208957 6.236240 2.4361759 3.3446285 4.671530  2.45871330 4.633685
#> [104,] 4.691302 5.955420 2.0841834 3.3300805 4.654558  2.44470778 4.168180
#> [105,] 6.976668 7.195197 3.6381770 5.1505135 6.778343  4.19726287 4.455175
#> [106,] 4.577615 5.893746 2.0068790 3.0417145 4.318140  2.16709395 4.249072
#> [107,] 4.805278 6.017250 2.1616841 4.7997915 6.369177  3.85961810 4.599501
#> [108,] 6.171855 6.758598 3.0909239 2.1332940 3.258343  1.29254550 4.634929
#> [109,] 5.359955 6.318154 2.5388514 4.7151823 6.270469  3.77816368 4.504963
#> [110,] 4.410235 5.802945 1.8930643 2.3522253 3.513756  1.50331355 3.367813
#> [111,] 5.145514 6.201823 2.3930365 4.4387641 5.947989  3.51205221 3.898455
#> [112,] 6.046323 6.690499 3.0055648 2.8922934 4.143819  2.02324430 4.347597
#> [113,] 6.396761 6.880606 3.2438543 3.3894815 4.723858  2.50189393 4.385547
#> [114,] 5.251812 6.259488 2.4653162 3.1296469 4.420725  2.25174772 4.151743
#> [115,] 5.189475 6.225671 2.4229285 1.7624284 2.825677  0.93550819 4.211678
#> [116,] 4.662895 5.940009 2.0648669 3.0799566 4.362754  2.20391018 4.424669
#> [117,] 5.503993 6.396293 2.6367935 3.0963341 4.381861  2.21967697 4.450892
#> [118,] 5.076845 6.164571 2.3463429 2.2663453 3.413565  1.42063573 4.648707
#> [119,] 4.744550 5.984306 2.1203906 2.3776054 3.543365  1.52774732 4.008720
#> [120,] 4.296331 5.741154 1.8156120 2.9155110 4.170906  2.04559619 4.019404
#> [121,] 4.878690 6.057075 2.2116025 2.8008201 4.037103  1.93518173 4.951615
#> [122,] 4.247776 5.714814 1.7825962 2.5091021 3.696774  1.65434098 3.642394
#> [123,] 7.317332 7.380002 3.8698200 5.0854357 6.702421  4.13461156 4.931127
#> [124,] 5.467290 6.376382 2.6118365 2.9441696 4.204340  2.07318625 4.279002
#> [125,] 6.050069 6.692530 3.0081117 3.3302631 4.654771  2.44488352 4.824689
#> [126,] 5.645125 6.472855 2.7327599 2.6877628 3.905206  1.82633996 4.205816
#> [127,] 4.329730 5.759272 1.8383226 3.8797147 5.295782  2.97384797 4.106687
#> [128,] 4.755236 5.990103 2.1276570 2.8728672 4.121156  2.00454244 4.043236
#> [129,] 6.916633 7.162628 3.5973543 3.4890914 4.840066  2.59778965 4.473152
#> [130,] 5.391692 6.335371 2.5604314 1.9425221 3.035781  1.10888685 4.814274
#> [131,] 5.832892 6.574715 2.8604367 4.9230943 6.513027  3.97832333 5.423179
#> [132,] 5.543248 6.417588 2.6634858 3.2547305 4.566652  2.37216736 5.160869
#> [133,] 4.174533 5.675080 1.7327928 1.2819336 2.265114  0.47292953 3.782656
#> [134,] 5.087099 6.170134 2.3533159 2.7137349 3.935506  1.85134362 3.845113
#> [135,] 5.593103 6.444634 2.6973863 3.4311141 4.772428  2.54197414 4.812104
#> [136,] 5.196404 6.229430 2.4276402 4.2283886 5.702558  3.30952095 4.514913
#> [137,] 5.503675 6.396120 2.6365775 3.6435466 5.020259  2.74648577 3.849972
#> [138,] 5.561189 6.427320 2.6756851 4.0930188 5.544630  3.17919864 4.262758
#> [139,] 5.517464 6.403600 2.6459534 3.3099253 4.631044  2.42530408 4.262032
#> [140,] 4.904518 6.071086 2.2291648 3.4270239 4.767656  2.53803644 5.136220
#> [141,] 3.519803 5.319899 1.2875917 3.0224055 4.295613  2.14850492 3.802094
#> [142,] 5.035039 6.141892 2.3179162 1.9614314 3.057841  1.12709104 4.089992
#> [143,] 6.737188 7.065282 3.4753361 4.3708375 5.868744  3.44665839 5.153448
#> [144,] 6.977114 7.195439 3.6384802 5.9501475 7.711225  4.96708114 4.723209
#> [145,] 3.504338 5.311509 1.2770759 2.1249013 3.248551  1.28446575 4.442888
#> [146,] 4.062340 5.614217 1.6565044 3.4497454 4.794164  2.55991073 3.306328
#> [147,] 5.053790 6.152064 2.3306663 3.8515978 5.262980  2.94677944 4.429242
#> [148,] 3.588623 5.357233 1.3343877 1.8603297 2.939892  1.02975913 4.161823
#> [149,] 5.411653 6.346199 2.5740043 4.0508353 5.495417  3.13858804 4.290640
#> [150,] 5.746672 6.527942 2.8018091 2.7956620 4.031086  1.93021595 3.884048
#> [151,] 6.457804 6.913721 3.2853621 5.0945169 6.713015  4.14335418 4.894456
#> [152,] 5.068438 6.160010 2.3406265 3.6054056 4.975763  2.70976685 5.146000
#> [153,] 5.760958 6.535692 2.8115233 3.4023119 4.738826  2.51424590 4.818980
#> [154,] 4.161108 5.667798 1.7236641 1.6536339 2.698753  0.83077034 3.900052
#> [155,] 4.901537 6.069469 2.2271377 1.7529670 2.814639  0.92639965 4.255782
#> [156,] 4.596616 5.904054 2.0197991 3.4647210 4.811635  2.57432801 4.292945
#> [157,] 3.852270 5.500258 1.5136617 2.8818094 4.131588  2.01315121 3.595422
#> [158,] 5.548454 6.420412 2.6670262 2.9177390 4.173505  2.04774108 3.892434
#> [159,] 6.013538 6.672713 2.9832717 3.7680962 5.165563  2.86639129 3.855216
#> [160,] 4.952492 6.097111 2.2617860 3.1912186 4.492557  2.31102358 3.565146
#> [161,] 4.050504 5.607797 1.6484561 3.9775305 5.409897  3.06801654 3.731427
#> [162,] 5.895589 6.608728 2.9030697 3.7594059 5.155425  2.85802503 4.172285
#> [163,] 7.216733 7.325428 3.8014151 5.6190939 7.325006  4.64837144 5.487056
#> [164,] 4.406676 5.801014 1.8906440 3.1247001 4.414954  2.24698528 3.906399
#> [165,] 4.486107 5.844105 1.9446555 2.6752348 3.890591  1.81427909 4.387305
#> [166,] 4.481937 5.841843 1.9418203 3.4632687 4.809940  2.57292981 4.317295
#> [167,] 4.850673 6.041876 2.1925514 2.7506763 3.978604  1.88690766 3.577657
#> [168,] 4.380460 5.786793 1.8728183 1.0814051 2.031170  0.27987806 3.915474
#> [169,] 5.152747 6.205747 2.3979547 2.8717800 4.119888  2.00349576 4.383810
#> [170,] 3.467608 5.291584 1.2521009 2.3032753 3.456649  1.45618872 3.445397
#> [171,] 5.526054 6.408260 2.6517946 4.4157854 5.921182  3.48993035 3.657917
#> [172,] 4.934446 6.087322 2.2495155 2.6646694 3.878265  1.80410760 3.432048
#> [173,] 5.768750 6.539919 2.8168217 4.0001151 5.436245  3.08975903 4.150257
#> [174,] 6.079308 6.708392 3.0279939 4.4565792 5.968773  3.52920302 4.096668
#> [175,] 4.356776 5.773944 1.8567134 2.5760773 3.774910  1.71881889 3.644293
#> [176,] 4.347093 5.768692 1.8501293 4.9459996 6.539749  4.00037460 4.563467
#> [177,] 3.587131 5.356423 1.3333733 2.3854192 3.552481  1.53526972 3.388200
#> [178,] 5.790743 6.551850 2.8317767 4.3980741 5.900519  3.47287939 4.457369
#> [179,] 5.264151 6.266182 2.4737066 4.4322873 5.940433  3.50581690 4.561265
#> [180,] 6.095069 6.716942 3.0387106 1.8603168 2.939877  1.02974671 4.983027
#> [181,] 4.809592 6.019590 2.1646176 3.0337664 4.308867  2.15944225 4.115451
#> [182,] 5.293102 6.281887 2.4933926 2.8168538 4.055809  1.95061764 4.221068
#> [183,] 5.442565 6.362969 2.5950240 4.0157875 5.454529  3.10484700 4.150036
#> [184,] 4.265662 5.724516 1.7947582 2.1262214 3.250091  1.28573659 4.053562
#> [185,] 6.029278 6.681252 2.9939749 2.3147209 3.470002  1.46720757 4.355496
#> [186,] 5.338774 6.306664 2.5244485 3.2697881 4.584219  2.38666351 4.146839
#> [187,] 4.049920 5.607479 1.6480586 2.9599678 4.222771  2.08839533 3.700853
#> [188,] 4.694288 5.957040 2.0862137 3.2511534 4.562479  2.36872359 4.250707
#> [189,] 4.420517 5.808523 1.9000556 2.5746271 3.773218  1.71742268 4.233544
#> [190,] 3.795251 5.469325 1.4748897 1.5265582 2.550502  0.70843288 3.355675
#> [191,] 4.920947 6.079999 2.2403364 2.9386643 4.197917  2.06788620 4.891713
#> [192,] 5.931026 6.627952 2.9271656 3.7493739 5.143721  2.84836712 4.128870
#> [193,] 4.952031 6.096861 2.2614723 3.7057102 5.092782  2.80633148 4.043609
#> [194,] 2.917992 4.993426 0.8783754 0.9346207 1.859926  0.13856670 2.754440
#> [195,] 3.902369 5.527435 1.5477276 2.8934868 4.145212  2.02439322 3.754661
#> [196,] 4.598904 5.905295 2.0213549 5.2471114 6.891037  4.29025892 3.610644
#> [197,] 4.935738 6.088023 2.2503938 4.0928638 5.544449  3.17904944 3.866865
#> [198,] 4.883229 6.059537 2.2146890 4.1345564 5.593090  3.21918747 3.490681
#> [199,] 4.340249 5.764979 1.8454755 2.6294122 3.837132  1.77016502 3.315741
#> [200,] 3.549360 5.335933 1.3076900 2.6260291 3.833186  1.76690807 4.347098
#> [201,] 5.886693 6.603902 2.8970205 3.2624512 4.575659  2.37960012 4.790732
#> [202,] 5.473890 6.379962 2.6163238 3.3907275 4.725311  2.50309343 3.533364
#> [203,] 4.180234 5.678173 1.7366692 2.2017104 3.338160  1.35841083 3.351397
#> [204,] 4.559003 5.883650 1.9942229 4.1251427 5.582107  3.21012476 3.707300
#> [205,] 4.229233 5.704754 1.7699876 3.6690974 5.050068  2.77108385 3.121662
#> [206,] 5.219316 6.241860 2.4432202 3.3685426 4.699429  2.48173573 4.034613
#> [207,] 3.732678 5.435380 1.4323418 2.5766287 3.775553  1.71934967 3.645852
#> [208,] 4.369175 5.780671 1.8651448 2.8627567 4.109361  1.99480888 3.884033
#> [209,] 4.513402 5.858912 1.9632156 1.1715341 2.136318  0.36664642 3.096297
#> [210,] 5.135257 6.196259 2.3860618 2.9038153 4.157261  2.03433655 4.338747
#> [211,] 5.449225 6.366582 2.5995529 4.5477742 6.075165  3.61699765 4.138256
#> [212,] 4.954564 6.098235 2.2631948 2.9068029 4.160747  2.03721278 4.017588
#> [213,] 4.505414 5.854578 1.9577835 3.0567997 4.335739  2.18161675 4.276328
#> [214,] 6.584568 6.982488 3.3715582 4.7546831 6.316552  3.81619165 4.762100
#> [215,] 3.416582 5.263903 1.2174042 2.3361395 3.494990  1.48782752 3.793538
#> [216,] 4.718943 5.970415 2.1029782 2.5636926 3.760462  1.70689592 4.001455
#> [217,] 5.717086 6.511892 2.7816914 4.5546585 6.083196  3.62362533 4.385939
#> [218,] 4.638711 5.926890 2.0484228 2.4334017 3.608459  1.58146317 3.776767
#> [219,] 4.877062 6.056192 2.2104955 3.3072586 4.627933  2.42273683 4.028076
#> [220,] 4.447619 5.823225 1.9184843 1.5712264 2.602614  0.75143556 4.078948
#> [221,] 4.768783 5.997452 2.1368681 1.9612900 3.057676  1.12695494 3.702282
#> [222,] 3.179209 5.135132 1.0559965 2.8537364 4.098837  1.98612496 3.005458
#> [223,] 5.821048 6.568290 2.8523832 3.4277991 4.768560  2.53878277 4.292622
#> [224,] 3.538956 5.330289 1.3006153 3.4726903 4.820932  2.58200010 3.836769
#> [225,] 5.803796 6.558931 2.8406521 2.9899285 4.257724  2.11723887 4.456262
#> [226,] 5.861689 6.590338 2.8800185 2.6142497 3.819443  1.75556791 4.550706
#> [227,] 5.319056 6.295967 2.5110406 2.8683505 4.115887  2.00019411 4.675389
#> [228,] 3.677895 5.405662 1.3950911 2.9605147 4.223409  2.08892189 4.085944
#> [229,] 4.816854 6.023530 2.1695554 3.1461707 4.440002  2.26765535 3.755025
#> [230,] 5.573188 6.433830 2.6838442 5.5176353 7.206641  4.55069583 4.103029
#> [231,] 3.715669 5.426154 1.4207765 2.2458595 3.389666  1.40091378 3.814719
#> [232,] 3.533002 5.327059 1.2965670 2.8623677 4.108907  1.99443448 4.197013
#> [233,] 4.029977 5.596661 1.6344984 5.0316953 6.639725  4.08287501 3.928627
#> [234,] 5.476399 6.381323 2.6180300 2.8150369 4.053689  1.94886843 3.633442
#> [235,] 3.518980 5.319453 1.2870326 2.1864369 3.320341  1.34370689 3.424656
#> [236,] 4.153744 5.663803 1.7186566 3.0078331 4.278612  2.13447595 3.787584
#> [237,] 5.036793 6.142844 2.3191089 4.4002997 5.903116  3.47502207 4.391200
#> [238,] 5.851897 6.585025 2.8733599 4.5142376 6.036040  3.58471155 4.228052
#> [239,] 5.803275 6.558649 2.8402982 4.0333349 5.475001  3.12174018 4.922620
#> [240,] 6.561326 6.969880 3.3557547 3.9264797 5.350340  3.01886922 5.034762
#> [241,] 6.452517 6.910852 3.2817667 3.8868760 5.304136  2.98074220 4.504271
#> [242,] 5.663117 6.482615 2.7449936 4.4543024 5.966117  3.52701113 4.000581
#> [243,] 4.993134 6.119159 2.2894218 3.2275448 4.534936  2.34599530 4.250128
#> [244,] 5.653081 6.477170 2.7381695 3.7233429 5.113353  2.82330671 4.087010
#> [245,] 4.247008 5.714397 1.7820743 2.6928016 3.911085  1.83119085 3.934494
#> [246,] 5.332532 6.303278 2.5202043 3.4363355 4.778519  2.54700091 4.997263
#> [247,] 5.208066 6.235757 2.4355705 3.4891680 4.840155  2.59786343 4.695942
#> [248,] 4.897455 6.067255 2.2243621 3.9475631 5.374936  3.03916647 4.307812
#> [249,] 5.536310 6.413824 2.6587685 3.9845404 5.418075  3.07476498 4.461047
#> [250,] 3.626045 5.377534 1.3598338 3.5878124 4.955238  2.69282967 4.830290
#> [251,] 4.879811 6.057683 2.2123644 3.7952912 5.197290  2.89257229 4.661871
#> [252,] 7.099617 7.261895 3.7217796 5.3374179 6.996392  4.37719816 5.118656
#> [253,] 5.321523 6.297305 2.5127183 4.5404496 6.066620  3.60994618 4.345835
#> [254,] 4.711535 5.966396 2.0979412 3.9986631 5.434551  3.08836118 3.700124
#> [255,] 5.513244 6.401311 2.6430837 5.3233614 6.979994  4.36366584 4.033146
#> [256,] 4.912069 6.075183 2.2342993 3.0525460 4.330776  2.17752164 3.920099
#> [257,] 5.013393 6.130149 2.3031970 2.9076953 4.161788  2.03807193 4.820716
#> [258,] 6.547165 6.962198 3.3461253 5.0742812 6.689407  4.12387300 4.653754
#> [259,] 5.383908 6.331148 2.5551387 3.0076458 4.278394  2.13429563 4.565625
#> [260,] 3.088321 5.085827 0.9941948 3.6613327 5.041009  2.76360870 3.146071
#> [261,] 5.397761 6.338664 2.5645586 3.9839804 5.417422  3.07422589 4.363105
#> [262,] 5.094825 6.174325 2.3585688 2.5900569 3.791219  1.73227721 5.015741
#> [263,] 5.145066 6.201580 2.3927318 3.8890882 5.306717  2.98287189 5.086596
#> [264,] 5.299879 6.285564 2.4980012 4.6232954 6.163271  3.68970298 4.687084
#> [265,] 5.660883 6.481403 2.7434746 4.0082147 5.445695  3.09755657 4.672106
#> [266,] 5.458180 6.371440 2.6056418 3.6501611 5.027976  2.75285357 4.533481
#> [267,] 6.152945 6.748339 3.0780650 5.2489254 6.893154  4.29200524 4.801907
#> [268,] 4.422124 5.809394 1.9011483 4.4189460 5.924869  3.49297312 4.310076
#> [269,] 5.520945 6.405489 2.6483202 4.9642341 6.561022  4.01792915 4.610592
#> [270,] 3.785526 5.464050 1.4682773 3.2520799 4.563560  2.36961551 3.655157
#> [271,] 4.863079 6.048606 2.2009874 3.0316153 4.306357  2.15737132 4.119851
#> [272,] 5.403378 6.341710 2.5683778 3.1554698 4.450851  2.27660777 4.161026
#> [273,] 4.535646 5.870979 1.9783412 3.0089941 4.279967  2.13559359 4.902467
#> [274,] 4.910005 6.074063 2.2328959 2.9189552 4.174924  2.04891194 4.281985
#> [275,] 5.365584 6.321208 2.5426789 2.5577227 3.753497  1.70114864 4.551776
#> [276,] 4.345557 5.767858 1.8490848 2.7509052 3.978871  1.88712798 3.816185
#> [277,] 5.150268 6.204402 2.3962687 4.1108699 5.565456  3.19638412 4.286226
#> [278,] 4.888805 6.062562 2.2184803 3.8686523 5.282876  2.96319796 4.192165
#> [279,] 5.781644 6.546914 2.8255895 2.1357854 3.261249  1.29494402 4.468738
#> [280,] 5.139536 6.198580 2.3889713 2.5476240 3.741715  1.69142653 4.710310
#> [281,] 4.434958 5.816357 1.9098753 2.3245541 3.481474  1.47667411 4.637508
#> [282,] 5.530944 6.410913 2.6551197 4.7259970 6.283086  3.78857514 3.582413
#> [283,] 4.681845 5.950289 2.0777524 2.6044155 3.807970  1.74610044 3.722897
#> [284,] 6.090287 6.714348 3.0354593 3.4428432 4.786111  2.55326596 4.507108
#> [285,] 4.835937 6.033882 2.1825317 2.7014232 3.921143  1.83949099 4.676572
#> [286,] 5.281862 6.275790 2.4857501 2.8574456 4.103165  1.98969582 4.292242
#> [287,] 5.570376 6.432305 2.6819325 4.3162389 5.805047  3.39409555 4.295746
#> [288,] 4.817738 6.024010 2.1701568 2.8137295 4.052164  1.94760975 4.462823
#> [289,] 4.162056 5.668312 1.7243088 3.7202787 5.109778  2.82035674 3.993043
#> [290,] 4.895695 6.066300 2.2231657 2.9284567 4.186009  2.05805917 4.146162
#> [291,] 4.649460 5.932721 2.0557314 2.6175049 3.823241  1.75870176 4.597434
#> [292,] 5.008814 6.127665 2.3000838 2.6196733 3.825771  1.76078929 4.326294
#> [293,] 4.918473 6.078657 2.2386541 2.8575080 4.103237  1.98975589 4.190853
#> [294,] 5.002652 6.124322 2.2958934 2.8966418 4.148892  2.02743054 4.246440
#> [295,] 4.653747 5.935047 2.0586468 2.6510153 3.862335  1.79096265 4.019968
#> [296,] 4.599971 5.905874 2.0220800 3.1702947 4.468146  2.29087982 3.778278
#> [297,] 4.321725 5.754930 1.8328796 2.8304840 4.071710  1.96373958 4.420225
#> [298,] 4.203230 5.690648 1.7523061 2.6004125 3.803300  1.74224666 4.156843
#> [299,] 5.503426 6.395985 2.6364081 3.9897806 5.424189  3.07980985 4.945634
#> [300,] 4.702975 5.961752 2.0921205 3.1142986 4.402819  2.23697164 4.098318
#> [301,] 4.461311 5.830653 1.9277946 3.9319501 5.356721  3.02413561 4.024724
#>              x8       x9
#>   [1,] 5.835114 5.725837
#>   [2,] 6.664555 6.672883
#>   [3,] 4.793390 4.536409
#>   [4,] 5.338118 5.158373
#>   [5,] 5.744931 5.622867
#>   [6,] 5.831256 5.721432
#>   [7,] 5.879709 5.776755
#>   [8,] 5.720246 5.594682
#>   [9,] 5.511171 5.355962
#>  [10,] 4.830880 4.579215
#>  [11,] 5.402713 5.232126
#>  [12,] 5.493285 5.335540
#>  [13,] 6.021955 5.939170
#>  [14,] 5.423104 5.255409
#>  [15,] 5.907768 5.808793
#>  [16,] 4.720895 4.453636
#>  [17,] 5.783648 5.667073
#>  [18,] 5.362874 5.186639
#>  [19,] 5.942443 5.848384
#>  [20,] 5.444208 5.279506
#>  [21,] 5.567761 5.420576
#>  [22,] 5.904628 5.805207
#>  [23,] 5.298947 5.113648
#>  [24,] 5.910409 5.811807
#>  [25,] 5.009403 4.783050
#>  [26,] 5.744980 5.622923
#>  [27,] 5.627784 5.489110
#>  [28,] 5.195596 4.995643
#>  [29,] 6.624573 6.627231
#>  [30,] 5.949442 5.856375
#>  [31,] 6.068228 5.992004
#>  [32,] 4.033813 3.669134
#>  [33,] 4.932087 4.694771
#>  [34,] 5.551525 5.402038
#>  [35,] 4.984227 4.754304
#>  [36,] 4.096044 3.740188
#>  [37,] 5.256708 5.065420
#>  [38,] 5.263787 5.073502
#>  [39,] 6.264580 6.216196
#>  [40,] 5.110696 4.898705
#>  [41,] 5.353156 5.175543
#>  [42,] 4.584972 4.298440
#>  [43,] 4.257988 3.925094
#>  [44,] 5.370547 5.195399
#>  [45,] 5.617984 5.477920
#>  [46,] 5.347389 5.168959
#>  [47,] 6.457764 6.436771
#>  [48,] 6.660502 6.668255
#>  [49,] 5.620769 5.481100
#>  [50,] 5.532146 5.379911
#>  [51,] 5.205357 5.006788
#>  [52,] 5.760754 5.640934
#>  [53,] 4.317538 3.993087
#>  [54,] 5.349696 5.171592
#>  [55,] 6.074119 5.998730
#>  [56,] 5.774712 5.656871
#>  [57,] 6.103170 6.031900
#>  [58,] 5.113428 4.901824
#>  [59,] 5.123229 4.913016
#>  [60,] 4.983253 4.753192
#>  [61,] 6.702147 6.715804
#>  [62,] 5.399144 5.228051
#>  [63,] 5.056545 4.836876
#>  [64,] 5.425629 5.258292
#>  [65,] 5.411451 5.242103
#>  [66,] 5.654199 5.519271
#>  [67,] 5.595776 5.452564
#>  [68,] 4.898076 4.655939
#>  [69,] 5.304628 5.120135
#>  [70,] 6.184498 6.124759
#>  [71,] 4.540854 4.248066
#>  [72,] 4.939572 4.703318
#>  [73,] 5.887040 5.785125
#>  [74,] 5.161415 4.956616
#>  [75,] 5.739840 5.617054
#>  [76,] 5.307433 5.123338
#>  [77,] 5.991226 5.904084
#>  [78,] 4.561837 4.272025
#>  [79,] 6.784598 6.809946
#>  [80,] 5.208623 5.010517
#>  [81,] 5.893067 5.792007
#>  [82,] 5.606970 5.465345
#>  [83,] 5.515931 5.361397
#>  [84,] 4.853381 4.604906
#>  [85,] 4.863774 4.616773
#>  [86,] 6.270598 6.223068
#>  [87,] 5.626206 5.487308
#>  [88,] 5.005079 4.778113
#>  [89,] 5.463486 5.301517
#>  [90,] 5.297471 5.111963
#>  [91,] 5.985397 5.897428
#>  [92,] 6.301651 6.258524
#>  [93,] 5.410110 5.240573
#>  [94,] 4.761733 4.500263
#>  [95,] 4.905878 4.664846
#>  [96,] 5.040357 4.818393
#>  [97,] 5.896672 5.796123
#>  [98,] 6.759392 6.781166
#>  [99,] 5.017254 4.792015
#> [100,] 5.390100 5.217725
#> [101,] 5.292065 5.105790
#> [102,] 5.472876 5.312238
#> [103,] 6.157825 6.094305
#> [104,] 5.502113 5.345620
#> [105,] 5.906375 5.807202
#> [106,] 5.616057 5.475721
#> [107,] 6.109674 6.039326
#> [108,] 6.159577 6.096305
#> [109,] 5.976507 5.887277
#> [110,] 4.374713 4.058369
#> [111,] 5.122178 4.911815
#> [112,] 5.754841 5.634182
#> [113,] 5.808297 5.695218
#> [114,] 5.478960 5.319185
#> [115,] 5.563385 5.415580
#> [116,] 5.863405 5.758139
#> [117,] 5.900342 5.800314
#> [118,] 6.178986 6.118466
#> [119,] 5.277496 5.089156
#> [120,] 5.292547 5.106340
#> [121,] 6.605663 6.605640
#> [122,] 4.761488 4.499984
#> [123,] 6.576803 6.572689
#> [124,] 5.658217 5.523858
#> [125,] 6.426874 6.401502
#> [126,] 5.555127 5.406152
#> [127,] 5.415494 5.246720
#> [128,] 5.326117 5.144670
#> [129,] 5.931698 5.836115
#> [130,] 6.412204 6.384751
#> [131,] 7.269910 7.364069
#> [132,] 6.900419 6.942189
#> [133,] 4.959062 4.725572
#> [134,] 5.047039 4.826022
#> [135,] 6.409147 6.381261
#> [136,] 5.990522 5.903280
#> [137,] 5.053884 4.833838
#> [138,] 5.635336 5.497732
#> [139,] 5.634313 5.496565
#> [140,] 6.865698 6.902545
#> [141,] 4.986442 4.756834
#> [142,] 5.391978 5.219869
#> [143,] 6.889965 6.930253
#> [144,] 6.283929 6.238289
#> [145,] 5.889068 5.787441
#> [146,] 4.288104 3.959480
#> [147,] 5.869846 5.765494
#> [148,] 5.493158 5.335396
#> [149,] 5.674611 5.542576
#> [150,] 5.101883 4.888643
#> [151,] 6.525148 6.513709
#> [152,] 6.879475 6.918275
#> [153,] 6.418833 6.392320
#> [154,] 5.124427 4.914384
#> [155,] 5.625509 5.486513
#> [156,] 5.677857 5.546283
#> [157,] 4.695324 4.424439
#> [158,] 5.113696 4.902130
#> [159,] 5.061270 4.842271
#> [160,] 4.652677 4.375745
#> [161,] 4.886900 4.643178
#> [162,] 5.507895 5.352223
#> [163,] 7.359888 7.466805
#> [164,] 5.133367 4.924591
#> [165,] 5.810773 5.698044
#> [166,] 5.712157 5.585446
#> [167,] 4.670300 4.395866
#> [168,] 5.146150 4.939186
#> [169,] 5.805851 5.692424
#> [170,] 4.483998 4.183149
#> [171,] 4.783355 4.524951
#> [172,] 4.465194 4.161679
#> [173,] 5.476867 5.316795
#> [174,] 5.401381 5.230605
#> [175,] 4.764163 4.503038
#> [176,] 6.058916 5.981371
#> [177,] 4.403430 4.091158
#> [178,] 5.909466 5.810731
#> [179,] 6.055815 5.977830
#> [180,] 6.649909 6.656160
#> [181,] 5.427839 5.260816
#> [182,] 5.576612 5.430682
#> [183,] 5.476556 5.316439
#> [184,] 5.340661 5.161277
#> [185,] 5.765967 5.646885
#> [186,] 5.472052 5.311298
#> [187,] 4.843834 4.594006
#> [188,] 5.618361 5.478351
#> [189,] 5.594186 5.450748
#> [190,] 4.357615 4.038846
#> [191,] 6.521284 6.509298
#> [192,] 5.446740 5.282397
#> [193,] 5.326642 5.145269
#> [194,] 3.510713 3.071864
#> [195,] 4.919629 4.680547
#> [196,] 4.716766 4.448920
#> [197,] 5.077680 4.861008
#> [198,] 4.547786 4.255981
#> [199,] 4.301365 3.974620
#> [200,] 5.754138 5.633380
#> [201,] 6.379042 6.346888
#> [202,] 4.607908 4.324628
#> [203,] 4.351589 4.031966
#> [204,] 4.852915 4.604374
#> [205,] 4.027983 3.662477
#> [206,] 5.313970 5.130801
#> [207,] 4.766359 4.505545
#> [208,] 5.101863 4.888620
#> [209,] 3.992254 3.621681
#> [210,] 5.742375 5.619948
#> [211,] 5.459962 5.297493
#> [212,] 5.289989 5.103420
#> [213,] 5.654451 5.519558
#> [214,] 6.338711 6.300837
#> [215,] 4.974390 4.743073
#> [216,] 5.267264 5.077472
#> [217,] 5.808850 5.695849
#> [218,] 4.950768 4.716101
#> [219,] 5.304762 5.120287
#> [220,] 5.376420 5.202106
#> [221,] 4.845847 4.596303
#> [222,] 3.864297 3.475582
#> [223,] 5.677403 5.545764
#> [224,] 5.035285 4.812602
#> [225,] 5.907906 5.808950
#> [226,] 6.040941 5.960847
#> [227,] 6.216570 6.161378
#> [228,] 5.386276 5.213359
#> [229,] 4.920141 4.681131
#> [230,] 5.410342 5.240837
#> [231,] 5.004227 4.777140
#> [232,] 5.542727 5.391993
#> [233,] 5.164678 4.960341
#> [234,] 4.748879 4.485587
#> [235,] 4.454782 4.149790
#> [236,] 4.966004 4.733497
#> [237,] 5.816260 5.704310
#> [238,] 5.586449 5.441914
#> [239,] 6.564820 6.559007
#> [240,] 6.722784 6.739368
#> [241,] 5.975532 5.886164
#> [242,] 5.266032 5.076066
#> [243,] 5.617545 5.477419
#> [244,] 5.387777 5.215073
#> [245,] 5.172942 4.969777
#> [246,] 6.669963 6.679057
#> [247,] 6.245521 6.194435
#> [248,] 5.698800 5.570195
#> [249,] 5.914646 5.816646
#> [250,] 6.434765 6.410511
#> [251,] 6.197529 6.139637
#> [252,] 6.840957 6.874296
#> [253,] 5.752359 5.631348
#> [254,] 4.842807 4.592833
#> [255,] 5.311903 5.128441
#> [256,] 5.152665 4.946625
#> [257,] 6.421279 6.395113
#> [258,] 6.186095 6.126583
#> [259,] 6.061955 5.984842
#> [260,] 4.062366 3.701735
#> [261,] 5.776685 5.659123
#> [262,] 6.695991 6.708776
#> [263,] 6.795798 6.822734
#> [264,] 6.233044 6.180188
#> [265,] 6.211945 6.156098
#> [266,] 6.016678 5.933144
#> [267,] 6.394784 6.364861
#> [268,] 5.701988 5.573835
#> [269,] 6.125296 6.057164
#> [270,] 4.779467 4.520512
#> [271,] 5.434037 5.267892
#> [272,] 5.492037 5.334115
#> [273,] 6.536433 6.526594
#> [274,] 5.662420 5.528656
#> [275,] 6.042447 5.962568
#> [276,] 5.006291 4.779497
#> [277,] 5.668393 5.535477
#> [278,] 5.535899 5.384196
#> [279,] 5.925481 5.829017
#> [280,] 6.265760 6.217543
#> [281,] 6.163211 6.100454
#> [282,] 4.676999 4.403516
#> [283,] 4.874886 4.629460
#> [284,] 5.979528 5.890727
#> [285,] 6.218236 6.163281
#> [286,] 5.676867 5.545153
#> [287,] 5.681804 5.550789
#> [288,] 5.917148 5.819502
#> [289,] 5.255414 5.063943
#> [290,] 5.471098 5.310208
#> [291,] 6.106761 6.036001
#> [292,] 5.724833 5.599920
#> [293,] 5.534050 5.382086
#> [294,] 5.612351 5.471488
#> [295,] 5.293341 5.107247
#> [296,] 4.952896 4.718531
#> [297,] 5.857144 5.750991
#> [298,] 5.486144 5.327387
#> [299,] 6.597238 6.596020
#> [300,] 5.403706 5.233260
#> [301,] 5.300040 5.114895
#> 
#> [[2]]
#>              x1       x2        x3        x4       x5         x6       x7
#>   [1,] 4.407130 5.776544 1.8208923 2.3192054 3.412631  1.4246004 4.051642
#>   [2,] 4.555805 5.864149 1.9416913 2.0081670 3.023509  1.1054814 4.342813
#>   [3,] 4.576910 5.876585 1.9588394 1.4800555 2.362819  0.5636501 3.394457
#>   [4,] 5.208571 6.248786 2.4720685 3.0212521 4.290920  2.1448857 3.459421
#>   [5,] 5.268397 6.284037 2.5206770 2.9178709 4.161586  2.0388188 4.997610
#>   [6,] 4.442222 5.797221 1.8494044 1.7253698 2.669718  0.8153375 4.750371
#>   [7,] 3.858080 5.453021 1.3747849 3.5900745 5.002541  2.7284856 4.000386
#>   [8,] 4.398122 5.771236 1.8135733 2.9993640 4.263537  2.1224290 3.694669
#>   [9,] 5.238997 6.266714 2.4967892 4.1003337 5.640896  3.2520009 4.466152
#>  [10,] 3.876911 5.464117 1.3900854 3.1451954 4.445979  2.2720489 3.334287
#>  [11,] 4.755695 5.981933 2.1041036 2.5594786 3.713222  1.6711157 3.775632
#>  [12,] 5.745911 6.565408 2.9086602 3.0294233 4.301143  2.1532691 3.590824
#>  [13,] 4.802748 6.009658 2.1423340 3.0152459 4.283406  2.1387235 4.170275
#>  [14,] 4.230549 5.672495 1.6774186 3.1379409 4.436903  2.2646059 4.308130
#>  [15,] 5.494892 6.417498 2.7047062 3.8678690 5.350073  3.0134970 3.843597
#>  [16,] 4.412824 5.779899 1.8255183 2.3137751 3.405837  1.4190290 3.137295
#>  [17,] 4.759691 5.984287 2.1073504 3.0313873 4.303600  2.1552842 4.087165
#>  [18,] 5.157634 6.218771 2.4306813 2.1482490 3.198757  1.2492027 3.972824
#>  [19,] 5.384798 6.352626 2.6152535 3.5770541 4.986252  2.7151270 4.339617
#>  [20,] 6.701454 7.128453 3.6850455 3.1486465 4.450296  2.2755897 4.200896
#>  [21,] 5.306259 6.306347 2.5514405 1.5549455 2.456510  0.6404857 4.096418
#>  [22,] 6.166267 6.813099 3.2502025 2.2219278 3.290932  1.3247956 4.757505
#>  [23,] 4.693266 5.945147 2.0533794 3.6677490 5.099715  2.8081780 4.267343
#>  [24,] 4.491731 5.826394 1.8896311 2.0804933 3.113992  1.1796867 4.211104
#>  [25,] 4.385654 5.763889 1.8034428 2.8746056 4.107459  1.9944295 3.932998
#>  [26,] 5.100953 6.185373 2.3846276 2.3226410 3.416929  1.4281252 3.935278
#>  [27,] 5.685439 6.529776 2.8595267 1.1296231 1.924414  0.2041137 4.107476
#>  [28,] 5.015104 6.134787 2.3148746 2.1129679 3.154619  1.2130050 4.007759
#>  [29,] 6.060487 6.750769 3.1642556 2.3146979 3.406992  1.4199758 5.264198
#>  [30,] 4.881645 6.056147 2.2064382 1.9759215 2.983168  1.0723982 3.902594
#>  [31,] 3.931626 5.496357 1.4345419 2.8735409 4.106127  1.9933371 4.327935
#>  [32,] 3.251508 5.095604 0.8819413 2.4235522 3.543173  1.5316580 3.150648
#>  [33,] 4.383596 5.762677 1.8017706 2.6345988 3.807201  1.7481875 3.460230
#>  [34,] 5.571523 6.462652 2.7669695 2.6338572 3.806273  1.7474265 4.550700
#>  [35,] 4.824374 6.022401 2.1599055 2.0775989 3.110371  1.1767171 3.829992
#>  [36,] 4.001787 5.537699 1.4915479 2.4144467 3.531781  1.5223159 3.534444
#>  [37,] 4.710619 5.955372 2.0674790 2.7149240 3.907691  1.8305995 4.103765
#>  [38,] 4.068867 5.577225 1.5460509 2.5780037 3.736398  1.6901221 3.823318
#>  [39,] 5.818591 6.608235 2.9677139 3.5096590 4.901938  2.6459810 4.356772
#>  [40,] 5.167394 6.224522 2.4386115 3.3016279 4.641682  2.4325454 4.063875
#>  [41,] 4.058968 5.571392 1.5380077 3.1510879 4.453350  2.2780945 3.289667
#>  [42,] 3.417192 5.193232 1.0165610 2.2173694 3.285230  1.3201188 3.343847
#>  [43,] 2.981519 4.936515 0.6625731 1.6120655 2.527969  0.6990895 2.885755
#>  [44,] 4.739811 5.972573 2.0911975 1.9775028 2.985146  1.0740206 4.166572
#>  [45,] 5.331563 6.321257 2.5719997 3.7445474 5.195793  2.8869716 4.385252
#>  [46,] 5.918318 6.666998 3.0487425 2.8214967 4.041018  1.9399408 3.954303
#>  [47,] 6.190748 6.827524 3.2700933 1.3211504 2.164022  0.4006167 4.778180
#>  [48,] 4.307779 5.718002 1.7401689 2.3424817 3.441750  1.4484813 4.284463
#>  [49,] 5.142613 6.209920 2.4184767 2.0009990 3.014541  1.0981272 4.225697
#>  [50,] 3.810046 5.424717 1.3357573 3.6710275 5.103816  2.8115417 3.396379
#>  [51,] 5.384529 6.352467 2.6150355 1.7220607 2.665578  0.8119424 3.617764
#>  [52,] 5.846518 6.624690 2.9904043 3.4929931 4.881088  2.6288822 3.895407
#>  [53,] 4.671812 5.932505 2.0359479 1.1771791 1.983908  0.2529052 3.328429
#>  [54,] 5.127075 6.200765 2.4058519 2.9216632 4.166330  2.0427095 3.636474
#>  [55,] 5.210727 6.250056 2.4738199 2.7561454 3.959261  1.8728918 3.846284
#>  [56,] 5.480468 6.408998 2.6929863 2.7461756 3.946788  1.8626629 4.327030
#>  [57,] 4.422636 5.785680 1.8334907 2.7672690 3.973177  1.8843043 4.015256
#>  [58,] 5.755281 6.570929 2.9162735 3.1444555 4.445053  2.2712898 3.810241
#>  [59,] 4.653471 5.921698 2.0210457 2.0680566 3.098433  1.1669270 4.134439
#>  [60,] 4.354450 5.745503 1.7780894 1.7717304 2.727717  0.8629024 3.996403
#>  [61,] 5.471165 6.403517 2.6854277 3.9163786 5.410761  3.0632669 5.346790
#>  [62,] 4.169544 5.636548 1.6278520 3.2905143 4.627779  2.4211431 3.698599
#>  [63,] 4.893365 6.063053 2.2159613 2.1203706 3.163880  1.2206000 3.583578
#>  [64,] 4.886510 6.059014 2.2103919 3.4987266 4.888261  2.6347645 4.277980
#>  [65,] 4.919160 6.078253 2.2369200 3.1023477 4.392374  2.2280881 3.607269
#>  [66,] 5.081878 6.174133 2.3691296 3.8797488 5.364935  3.0256854 4.181878
#>  [67,] 5.328569 6.319493 2.5695673 2.6752475 3.858054  1.7898922 4.390755
#>  [68,] 4.919760 6.078607 2.2374076 2.3746842 3.482037  1.4815205 3.572291
#>  [69,] 3.274939 5.109411 0.9009795 2.5923877 3.754393  1.7048797 3.809431
#>  [70,] 4.255865 5.687412 1.6979885 2.9103971 4.152236  2.0311508 4.119788
#>  [71,] 2.960189 4.923947 0.6452428 2.2860517 3.371154  1.3905854 3.634626
#>  [72,] 5.184453 6.234575 2.4524726 2.1981172 3.261144  1.3003665 3.658607
#>  [73,] 5.344213 6.328711 2.5822781 2.1393723 3.187652  1.2400953 4.899563
#>  [74,] 4.568115 5.871403 1.9516937 3.1698620 4.476838  2.2973564 3.651459
#>  [75,] 3.837190 5.440712 1.3578117 2.2608342 3.339606  1.3647127 3.647877
#>  [76,] 4.110611 5.601823 1.5799683 2.0958018 3.133143  1.1953930 3.690129
#>  [77,] 5.366424 6.341799 2.6003245 3.6282103 5.050250  2.7676122 4.745386
#>  [78,] 3.815072 5.427679 1.3398406 0.8479031 1.571970 -0.0849251 3.697941
#>  [79,] 6.068060 6.755232 3.1704086 2.6742412 3.856795  1.7888597 5.111433
#>  [80,] 4.373132 5.756511 1.7932683 1.5881845 2.498093  0.6745882 4.412030
#>  [81,] 4.969194 6.107735 2.2775725 2.3978663 3.511039  1.5053049 4.514911
#>  [82,] 5.246029 6.270858 2.5025033 2.4378268 3.561031  1.5463034 4.005635
#>  [83,] 4.700836 5.949608 2.0595304 1.3991567 2.261611  0.4806496 3.867370
#>  [84,] 4.666504 5.929377 2.0316351 2.6500331 3.826510  1.7640227 4.210637
#>  [85,] 3.770732 5.401552 1.3038143 1.4996254 2.387302  0.5837283 3.846273
#>  [86,] 6.240387 6.856774 3.3104255 4.3245009 5.921339  3.4819918 4.615529
#>  [87,] 5.289651 6.296562 2.5379466 1.9469228 2.946890  1.0426462 4.274021
#>  [88,] 5.201707 6.244741 2.4664908 3.5753644 4.984138  2.7133933 4.441871
#>  [89,] 4.387208 5.764805 1.8047051 0.5607750 1.212761 -0.3795125 4.119840
#>  [90,] 5.551092 6.450613 2.7503691 3.1724266 4.480046  2.2999876 4.651601
#>  [91,] 4.933530 6.086720 2.2485955 1.9436048 2.942739  1.0392420 4.771329
#>  [92,] 4.385025 5.763519 1.8029318 2.5662790 3.721730  1.6780928 4.483178
#>  [93,] 5.185131 6.234974 2.4530227 2.0033105 3.017433  1.1004988 4.942908
#>  [94,] 4.021349 5.549226 1.5074420 2.2720431 3.353629  1.3762128 3.508523
#>  [95,] 4.867475 6.047798 2.1949252 3.0963439 4.384863  2.2219283 3.550334
#>  [96,] 4.594122 5.886727 1.9728242 3.2527116 4.580486  2.3823583 3.649330
#>  [97,] 4.357853 5.747508 1.7808540 4.0054814 5.522232  3.1546844 4.117503
#>  [98,] 6.591641 7.063747 3.5958221 3.8367962 5.311200  2.9816170 4.604844
#>  [99,] 4.370799 5.755136 1.7913729 1.7150176 2.656767  0.8047163 3.805827
#> [100,] 4.631460 5.908728 2.0031613 3.7934358 5.256954  2.9371301 3.718011
#> [101,] 5.641549 6.503914 2.8238659 1.9269142 2.921858  1.0221178 4.307208
#> [102,] 4.828216 6.024665 2.1630272 2.8955146 4.133617  2.0158817 4.607990
#> [103,] 4.362251 5.750099 1.7844275 3.1725784 4.480236  2.3001433 3.980144
#> [104,] 4.091450 5.590532 1.5643998 3.7761184 5.235289  2.9193628 3.775087
#> [105,] 6.876946 7.231860 3.8276337 4.2283564 5.801058  3.3833495 4.860684
#> [106,] 5.095902 6.182396 2.3805238 3.8193163 5.289332  2.9636830 4.888552
#> [107,] 4.237600 5.676649 1.6831474 4.5491331 6.202363  3.7124598 4.106509
#> [108,] 5.104147 6.187255 2.3872228 1.9319143 2.928113  1.0272478 4.477919
#> [109,] 5.812017 6.604361 2.9623723 3.5846688 4.995778  2.7229395 5.423875
#> [110,] 5.456294 6.394754 2.6733447 2.8132029 4.030642  1.9314315 3.693062
#> [111,] 5.867896 6.637287 3.0077741 3.5982507 5.012769  2.7368742 3.938734
#> [112,] 5.946817 6.683790 3.0718980 3.4284077 4.800289  2.5626188 3.980450
#> [113,] 5.914847 6.664952 3.0459221 3.6006498 5.015771  2.7393356 4.441785
#> [114,] 5.341854 6.327321 2.5803613 3.7874642 5.249484  2.9310034 4.725209
#> [115,] 5.796033 6.594942 2.9493848 1.4524660 2.328304  0.5353439 4.374315
#> [116,] 5.032297 6.144918 2.3288445 3.4200844 4.789876  2.5540794 4.501021
#> [117,] 4.925829 6.082182 2.2423381 3.5103426 4.902793  2.6466823 4.119671
#> [118,] 4.219301 5.665867 1.6682799 2.6343295 3.806864  1.7479112 4.895809
#> [119,] 4.842009 6.032792 2.1742343 1.8815747 2.865136  0.9756004 3.870862
#> [120,] 3.772318 5.402486 1.3051026 2.4030789 3.517560  1.5106528 4.437863
#> [121,] 4.949436 6.096093 2.2615193 2.6394497 3.813270  1.7531644 4.998045
#> [122,] 5.212066 6.250845 2.4749076 2.3418123 3.440913  1.4477946 4.483913
#> [123,] 6.572408 7.052414 3.5801949 4.0226226 5.543676  3.1722710 4.928850
#> [124,] 5.197254 6.242117 2.4628731 2.2940303 3.381135  1.3987712 3.623224
#> [125,] 6.564631 7.047831 3.5738757 3.9506016 5.453575  3.0983789 5.241875
#> [126,] 5.610846 6.485822 2.7989192 3.1489932 4.450730  2.2759454 4.499188
#> [127,] 4.932737 6.086253 2.2479514 3.9272858 5.424406  3.0744574 4.272782
#> [128,] 3.969401 5.518616 1.4652344 2.6603835 3.839459  1.7746421 3.703316
#> [129,] 6.038008 6.737524 3.1459916 3.7514658 5.204448  2.8940698 3.921050
#> [130,] 4.953334 6.098389 2.2646862 1.7808677 2.739148  0.8722771 4.193945
#> [131,] 5.303175 6.304530 2.5489345 3.8188698 5.288773  2.9632248 5.054606
#> [132,] 5.322744 6.316061 2.5648348 3.8862058 5.373013  3.0323101 4.967891
#> [133,] 5.372291 6.345256 2.6050914 2.4560190 3.583790  1.5649683 4.293283
#> [134,] 4.106271 5.599265 1.5764422 2.5966952 3.759782  1.7092992 3.670767
#> [135,] 5.694408 6.535061 2.8668142 2.7789406 3.987778  1.8962791 4.647689
#> [136,] 6.412253 6.958044 3.4500680 3.7144654 5.158159  2.8561081 5.006583
#> [137,] 5.422339 6.374746 2.6457560 4.0305872 5.553640  3.1804425 3.886420
#> [138,] 5.465554 6.400210 2.6808683 3.4199560 4.789715  2.5539476 4.708810
#> [139,] 6.216041 6.842428 3.2906442 3.3556122 4.709219  2.4879322 5.511375
#> [140,] 5.467068 6.401103 2.6820991 4.4329187 6.056974  3.5932263 5.722966
#> [141,] 3.988297 5.529750 1.4805872 4.0050039 5.521635  3.1541946 4.690646
#> [142,] 5.596272 6.477235 2.7870778 1.8069290 2.771752  0.8990155 4.275726
#> [143,] 6.217071 6.843035 3.2914810 4.0648329 5.596483  3.2155778 4.838764
#> [144,] 6.289714 6.885839 3.3505042 5.7399695 7.692149  4.9342331 4.809582
#> [145,] 3.750511 5.389637 1.2873847 2.9258573 4.171577  2.0470126 4.387380
#> [146,] 4.051704 5.567112 1.5321057 4.1189303 5.664161  3.2710807 3.682012
#> [147,] 5.629157 6.496612 2.8137970 3.2390612 4.563409  2.3683533 4.631788
#> [148,] 4.734715 5.969570 2.0870572 1.5262089 2.420559  0.6110025 3.712347
#> [149,] 5.549910 6.449917 2.7494088 4.7201465 6.416308  3.8879159 4.886996
#> [150,] 5.123081 6.198411 2.4026068 2.2893346 3.375261  1.3939536 3.891455
#> [151,] 6.390905 6.945465 3.4327228 4.6348669 6.309620  3.8004208 5.218244
#> [152,] 5.199087 6.243197 2.4643627 3.2556111 4.584113  2.3853332 5.084460
#> [153,] 5.035722 6.146936 2.3316274 2.9235425 4.168682  2.0446377 4.376438
#> [154,] 5.570356 6.461964 2.7660213 2.1217809 3.165644  1.2220470 5.063577
#> [155,] 4.725087 5.963897 2.0792344 2.3303089 3.426522  1.4359924 3.915098
#> [156,] 4.934400 6.087233 2.2493021 3.5629226 4.968573  2.7006283 4.280098
#> [157,] 3.334443 5.144473 0.9493269 2.6929926 3.880254  1.8080983 3.520044
#> [158,] 4.481842 5.820567 1.8815956 3.1907438 4.502961  2.3187806 4.106399
#> [159,] 5.280967 6.291444 2.5308902 3.4652074 4.846327  2.6003745 3.897757
#> [160,] 4.725046 5.963873 2.0792011 2.5026047 3.642071  1.6127642 3.874575
#> [161,] 4.361190 5.749474 1.7835657 4.1385090 5.688655  3.2911680 3.872244
#> [162,] 4.942653 6.092096 2.2560084 3.5846456 4.995749  2.7229157 3.898113
#> [163,] 7.107132 7.367496 4.0146620 5.5642504 7.472317  4.7539490 5.509887
#> [164,] 5.062992 6.163005 2.3537846 3.0772683 4.360999  2.2023571 4.073220
#> [165,] 4.589985 5.884290 1.9694632 3.5188860 4.913481  2.6554477 4.223328
#> [166,] 4.917955 6.077543 2.2359405 3.6717594 5.104732  2.8122926 4.000504
#> [167,] 4.496212 5.829035 1.8932718 3.3441070 4.694825  2.4761281 3.577210
#> [168,] 4.892062 6.062286 2.2149025 1.3043494 2.143004  0.3833792 4.208797
#> [169,] 6.023330 6.728875 3.1340658 2.5383485 3.686788  1.6494367 4.183282
#> [170,] 3.695759 5.357375 1.2428985 1.7989920 2.761822  0.8908723 3.841449
#> [171,] 5.191960 6.238998 2.4585716 4.6810001 6.367334  3.8477525 4.028264
#> [172,] 4.608259 5.895057 1.9843108 2.2835786 3.368060  1.3880480 3.278024
#> [173,] 6.067761 6.755056 3.1701662 4.0441484 5.570606  3.1943560 4.488176
#> [174,] 4.792084 6.003374 2.1336698 4.3537268 5.957902  3.5119770 3.943412
#> [175,] 4.428102 5.788901 1.8379319 3.7535868 5.207101  2.8962458 3.598864
#> [176,] 4.817003 6.018058 2.1539165 4.8619201 6.593673  4.0333727 3.873310
#> [177,] 3.983836 5.527121 1.4769624 2.9317162 4.178907  2.0530237 3.087793
#> [178,] 5.876385 6.642289 3.0146715 4.0146265 5.533673  3.1640672 5.117007
#> [179,] 5.847890 6.625499 2.9915195 3.9961699 5.510583  3.1451311 4.329040
#> [180,] 5.664555 6.517470 2.8425584 1.6081472 2.523067  0.6950694 5.710987
#> [181,] 6.232403 6.852070 3.3039389 3.1717969 4.479258  2.2993415 3.983597
#> [182,] 4.763199 5.986354 2.1102003 3.2056612 4.521624  2.3340856 4.187526
#> [183,] 4.558270 5.865602 1.9436942 3.7117076 5.154709  2.8532787 4.193146
#> [184,] 3.364996 5.162476 0.9741510 1.9112970 2.902320  1.0060948 4.113140
#> [185,] 4.743422 5.974701 2.0941315 2.1054346 3.145194  1.2052760 4.151872
#> [186,] 5.834039 6.617337 2.9802655 3.3769440 4.735906  2.5098181 3.742476
#> [187,] 4.779069 5.995706 2.1230952 3.1874386 4.498826  2.3153895 3.664406
#> [188,] 4.564176 5.869082 1.9484931 3.8696702 5.352327  3.0153449 4.587754
#> [189,] 4.165435 5.634127 1.6245134 3.2469094 4.573227  2.3764054 4.014506
#> [190,] 3.900713 5.478142 1.4094250 1.8787442 2.861595  0.9726964 3.249530
#> [191,] 4.540780 5.855296 1.9294834 2.9382009 4.187020  2.0596768 4.604550
#> [192,] 5.683115 6.528407 2.8576387 3.5706310 4.978216  2.7085370 4.629610
#> [193,] 4.800747 6.008479 2.1407088 3.2108399 4.528103  2.3393988 3.886445
#> [194,] 3.610948 5.307401 1.1739886 0.6951053 1.380814 -0.2416925 2.931462
#> [195,] 3.838404 5.441427 1.3587985 2.3455328 3.445567  1.4516118 4.388683
#> [196,] 4.740619 5.973049 2.0918541 4.8269600 6.549936  3.9975044 4.028227
#> [197,] 4.824420 6.022428 2.1599428 4.2025362 5.768756  3.3568586 4.310280
#> [198,] 4.670275 5.931600 2.0346991 4.3292396 5.927267  3.4868537 3.862570
#> [199,] 3.302648 5.125738 0.9234930 2.0545589 3.081547  1.1530786 3.608636
#> [200,] 5.344998 6.329174 2.5829161 2.9547054 4.207668  2.0766102 3.818579
#> [201,] 5.879059 6.643864 3.0168440 3.2706423 4.602918  2.4007548 3.848877
#> [202,] 4.874803 6.052116 2.2008797 4.0604018 5.590940  3.2110317 3.774531
#> [203,] 3.787800 5.411609 1.3176821 2.2821253 3.366242  1.3865570 3.065184
#> [204,] 4.755612 5.981883 2.1040358 3.2877214 4.624284  2.4182776 3.334030
#> [205,] 4.756099 5.982170 2.1044315 3.4783488 4.862767  2.6138574 2.761384
#> [206,] 5.195231 6.240925 2.4612291 2.9961417 4.259506  2.1191230 4.405599
#> [207,] 5.046294 6.153165 2.3402169 2.7396190 3.938586  1.8559360 3.623413
#> [208,] 3.380436 5.171574 0.9866962 3.0294139 4.301131  2.1532595 3.842562
#> [209,] 4.489072 5.824827 1.8874702 1.3306861 2.175952  0.4104002 2.842012
#> [210,] 3.951963 5.508341 1.4510657 2.8600791 4.089286  1.9795255 3.779288
#> [211,] 5.755156 6.570856 2.9161719 4.8634998 6.595649  4.0349935 4.355275
#> [212,] 4.336493 5.734922 1.7634992 3.2300235 4.552102  2.3590808 4.552623
#> [213,] 4.789978 6.002133 2.1319585 3.0398187 4.314148  2.1639346 4.931433
#> [214,] 5.290525 6.297076 2.5386563 5.6161598 7.537258  4.8072070 4.997731
#> [215,] 4.652052 5.920862 2.0198925 3.1562617 4.459823  2.2834027 3.274598
#> [216,] 4.300446 5.713681 1.7342107 2.9170887 4.160608  2.0380162 4.005837
#> [217,] 5.683784 6.528801 2.8581819 4.8043290 6.521624  3.9742854 4.177557
#> [218,] 4.499053 5.830708 1.8955800 2.4048711 3.519802  1.5124916 3.678842
#> [219,] 5.509401 6.426047 2.7164942 3.2586758 4.587947  2.3884775 4.198358
#> [220,] 4.813490 6.015988 2.1510620 0.8276260 1.546603 -0.1057290 4.257147
#> [221,] 3.912342 5.484995 1.4188738 2.0050532 3.019613  1.1022868 2.912562
#> [222,] 3.730784 5.378013 1.2713567 3.0379148 4.311766  2.1619812 2.993730
#> [223,] 7.245468 7.449009 4.1270605 3.7463434 5.198040  2.8888143 4.472870
#> [224,] 3.961418 5.513912 1.4587477 3.6338515 5.057308  2.7733999 4.345734
#> [225,] 5.450752 6.391488 2.6688416 2.8975134 4.136118  2.0179324 4.765446
#> [226,] 5.928450 6.672968 3.0569747 2.1707743 3.226937  1.2723132 5.187774
#> [227,] 5.442000 6.386332 2.6617311 2.0793637 3.112579  1.1785278 4.438064
#> [228,] 3.623935 5.315053 1.1845410 2.8685723 4.099912  1.9882394 4.223099
#> [229,] 3.798037 5.417641 1.3260002 2.9764347 4.234852  2.0989040 3.691690
#> [230,] 5.419400 6.373015 2.6433681 5.1753840 6.985829  4.3549802 4.296650
#> [231,] 3.600631 5.301322 1.1656063 2.5651297 3.720292  1.6769136 3.363325
#> [232,] 5.081312 6.173799 2.3686695 2.7445332 3.944733  1.8609779 4.154066
#> [233,] 3.746767 5.387431 1.2843427 4.5239422 6.170848  3.6866144 3.072901
#> [234,] 4.911647 6.073826 2.2308158 2.3041838 3.393838  1.4091885 3.365508
#> [235,] 3.557848 5.276112 1.1308448 2.5723761 3.729358  1.6843483 3.760379
#> [236,] 4.312652 5.720873 1.7441277 2.5518324 3.703657  1.6632708 4.054921
#> [237,] 4.850349 6.037707 2.1810107 4.2249403 5.796784  3.3798447 4.566194
#> [238,] 5.017545 6.136225 2.3168581 3.7510953 5.203984  2.8936896 3.875724
#> [239,] 6.081834 6.763348 3.1816005 4.0936487 5.632533  3.2451422 5.456860
#> [240,] 4.698649 5.948319 2.0577531 3.8569910 5.336464  3.0023364 4.890300
#> [241,] 5.755065 6.570802 2.9160981 4.1377591 5.687717  3.2903986 4.516394
#> [242,] 4.912781 6.074494 2.2317368 3.9655063 5.472222  3.1136709 3.570172
#> [243,] 4.982648 6.115662 2.2885042 3.5651463 4.971355  2.7029098 4.638848
#> [244,] 5.418085 6.372240 2.6422995 4.0219866 5.542881  3.1716184 4.124245
#> [245,] 4.664369 5.928120 2.0299007 2.8183706 4.037107  1.9367334 4.093843
#> [246,] 6.768131 7.167742 3.7392211 3.5421730 4.942614  2.6793396 5.103754
#> [247,] 4.930564 6.084973 2.2461857 3.7528027 5.206121  2.8954414 4.077273
#> [248,] 5.423905 6.375669 2.6470286 3.7490710 5.201452  2.8916127 4.477856
#> [249,] 5.576408 6.465530 2.7709382 3.8873104 5.374395  3.0334435 4.262234
#> [250,] 4.425119 5.787144 1.8355082 3.2399231 4.564487  2.3692376 3.993207
#> [251,] 5.673561 6.522777 2.8498760 4.0236539 5.544967  3.1733290 4.138226
#> [252,] 7.112168 7.370463 4.0187537 5.0085051 6.777056  4.1837659 5.400096
#> [253,] 5.779909 6.585441 2.9362839 4.9490045 6.702619  4.1227195 5.171233
#> [254,] 4.301557 5.714336 1.7351134 3.8516866 5.329828  2.9968942 3.562480
#> [255,] 5.241019 6.267906 2.4984328 4.5899985 6.253487  3.7543868 3.784471
#> [256,] 4.797359 6.006483 2.1379557 2.6398476 3.813767  1.7535726 4.447834
#> [257,] 5.816392 6.606939 2.9659267 3.3881368 4.749908  2.5213018 4.091127
#> [258,] 6.458098 6.985058 3.4873177 5.1710846 6.980450  4.3505691 5.036348
#> [259,] 6.342664 6.917040 3.3935262 3.0759985 4.359410  2.2010543 4.373671
#> [260,] 3.327585 5.140432 0.9437545 3.6232058 5.043989  2.7624776 2.983737
#> [261,] 4.909733 6.072698 2.2292606 4.0606263 5.591221  3.2112619 3.740676
#> [262,] 6.097146 6.772371 3.1940416 2.5431675 3.692817  1.6543809 5.023437
#> [263,] 4.346727 5.740952 1.7718139 3.2554096 4.583861  2.3851264 4.806517
#> [264,] 4.910061 6.072891 2.2295269 3.6929118 5.131194  2.8339945 4.370089
#> [265,] 5.269740 6.284829 2.5217683 4.2148348 5.784142  3.3694767 3.978680
#> [266,] 5.136419 6.206271 2.4134445 4.3215343 5.917627  3.4789481 4.551954
#> [267,] 5.200140 6.243818 2.4652183 4.8694954 6.603150  4.0411448 4.717103
#> [268,] 3.360456 5.159800 0.9704622 4.0756988 5.610077  3.2267261 3.754136
#> [269,] 5.952832 6.687334 3.0767849 4.7094940 6.402981  3.8769867 4.816640
#> [270,] 4.188716 5.647845 1.6434290 3.6376360 5.062042  2.7772828 4.610327
#> [271,] 5.750516 6.568122 2.9124022 3.9518672 5.455159  3.0996774 4.339503
#> [272,] 5.083596 6.175145 2.3705250 3.0628127 4.342914  2.1875260 4.255181
#> [273,] 4.739504 5.972392 2.0909483 2.6094891 3.775788  1.7224255 4.182899
#> [274,] 5.509547 6.426133 2.7166128 2.7864037 3.997115  1.9039361 4.392395
#> [275,] 5.714174 6.546708 2.8828739 2.7321664 3.929262  1.8482898 4.823476
#> [276,] 3.438197 5.205609 1.0336277 2.3160349 3.408664  1.4213475 3.230515
#> [277,] 4.935667 6.087980 2.2503321 2.9161688 4.159457  2.0370724 4.039823
#> [278,] 4.338014 5.735818 1.7647350 2.8508605 4.077753  1.9700674 3.842756
#> [279,] 4.873762 6.051503 2.2000340 2.3138044 3.405874  1.4190590 4.703915
#> [280,] 4.852905 6.039213 2.1830874 2.6203909 3.789426  1.7336105 4.749794
#> [281,] 4.450327 5.801997 1.8559902 2.8037109 4.018767  1.9216929 4.318513
#> [282,] 5.437554 6.383712 2.6581183 4.4916303 6.130425  3.6534631 3.883033
#> [283,] 4.436029 5.793572 1.8443728 2.9034886 4.143593  2.0240627 3.365534
#> [284,] 5.223265 6.257444 2.4840075 3.6801931 5.115283  2.8209454 3.586094
#> [285,] 5.261579 6.280020 2.5151373 2.4331044 3.555123  1.5414584 4.178659
#> [286,] 5.313460 6.310591 2.5572916 2.8887766 4.125188  2.0089686 4.091073
#> [287,] 5.833518 6.617030 2.9798415 4.5400157 6.190957  3.7031055 4.678262
#> [288,] 3.951724 5.508200 1.4508716 2.2461792 3.321272  1.3496770 4.726876
#> [289,] 4.245138 5.681092 1.6892727 3.6335686 5.056954  2.7731096 4.594605
#> [290,] 5.888545 6.649454 3.0245517 2.9989436 4.263011  2.1219976 4.137439
#> [291,] 3.878311 5.464942 1.3912230 3.0235184 4.293755  2.1472108 4.148408
#> [292,] 4.510250 5.837306 1.9046775 2.2219456 3.290955  1.3248138 4.090085
#> [293,] 5.617186 6.489558 2.8040707 2.5908713 3.752496  1.7033239 4.148422
#> [294,] 5.524593 6.434999 2.7288384 2.7892290 4.000650  1.9068349 4.624662
#> [295,] 4.406614 5.776240 1.8204731 2.5372178 3.685373  1.6482766 4.007248
#> [296,] 4.442023 5.797104 1.8492429 3.0822563 4.367239  2.2074748 3.274618
#> [297,] 4.161920 5.632056 1.6216569 2.7682798 3.974441  1.8853413 4.223816
#> [298,] 4.596344 5.888036 1.9746294 2.5803130 3.739287  1.6924914 4.028205
#> [299,] 5.750130 6.567894 2.9120886 4.8644043 6.596780  4.0359214 4.929039
#> [300,] 4.941585 6.091467 2.2551404 2.6752588 3.858068  1.7899038 4.657664
#> [301,] 4.538435 5.853914 1.9275778 4.1393304 5.689683  3.2920108 4.286795
#>              x8       x9
#>   [1,] 5.346169 5.204790
#>   [2,] 5.738505 5.572026
#>   [3,] 4.460650 4.375923
#>   [4,] 4.548185 4.457858
#>   [5,] 6.620806 6.397879
#>   [6,] 6.287666 6.086053
#>   [7,] 5.277105 5.140144
#>   [8,] 4.865168 4.754562
#>   [9,] 5.904698 5.727586
#>  [10,] 4.379575 4.300035
#>  [11,] 4.974261 4.856676
#>  [12,] 4.725243 4.623588
#>  [13,] 5.506020 5.354414
#>  [14,] 5.691771 5.528281
#>  [15,] 5.065840 4.942395
#>  [16,] 4.114139 4.051581
#>  [17,] 5.394033 5.249592
#>  [18,] 5.239966 5.105381
#>  [19,] 5.734198 5.567994
#>  [20,] 5.547279 5.393034
#>  [21,] 5.406501 5.261262
#>  [22,] 6.297278 6.095050
#>  [23,] 5.636814 5.476840
#>  [24,] 5.561034 5.405908
#>  [25,] 5.186303 5.055151
#>  [26,] 5.189375 5.058027
#>  [27,] 5.421402 5.275210
#>  [28,] 5.287040 5.149443
#>  [29,] 6.980018 6.734111
#>  [30,] 5.145335 5.016804
#>  [31,] 5.718458 5.553261
#>  [32,] 4.132131 4.068422
#>  [33,] 4.549276 4.458879
#>  [34,] 6.018620 5.834219
#>  [35,] 5.047508 4.925236
#>  [36,] 4.649274 4.552480
#>  [37,] 5.416402 5.270529
#>  [38,] 5.038515 4.916818
#>  [39,] 5.757314 5.589631
#>  [40,] 5.362652 5.220218
#>  [41,] 4.319452 4.243759
#>  [42,] 4.392456 4.312092
#>  [43,] 3.775204 3.734330
#>  [44,] 5.501030 5.349743
#>  [45,] 5.795689 5.625551
#>  [46,] 5.215010 5.082022
#>  [47,] 6.325137 6.121126
#>  [48,] 5.659882 5.498432
#>  [49,] 5.580698 5.424314
#>  [50,] 4.463240 4.378347
#>  [51,] 4.761544 4.657567
#>  [52,] 5.135651 5.007740
#>  [53,] 4.371681 4.292646
#>  [54,] 4.786754 4.681164
#>  [55,] 5.069461 4.945784
#>  [56,] 5.717239 5.552120
#>  [57,] 5.297140 5.158898
#>  [58,] 5.020895 4.900326
#>  [59,] 5.457733 5.309216
#>  [60,] 5.271738 5.135120
#>  [61,] 7.091305 6.838278
#>  [62,] 4.870464 4.759519
#>  [63,] 4.715479 4.614449
#>  [64,] 5.651145 5.490255
#>  [65,] 4.747402 4.644330
#>  [66,] 5.521654 5.369048
#>  [67,] 5.803104 5.632491
#>  [68,] 4.700271 4.600214
#>  [69,] 5.019803 4.899303
#>  [70,] 5.437991 5.290737
#>  [71,] 4.784264 4.678833
#>  [72,] 4.816576 4.709079
#>  [73,] 6.488693 6.274219
#>  [74,] 4.806945 4.700064
#>  [75,] 4.802119 4.695546
#>  [76,] 4.859051 4.748836
#>  [77,] 6.280949 6.079765
#>  [78,] 4.869578 4.758689
#>  [79,] 6.774176 6.541438
#>  [80,] 5.831771 5.659325
#>  [81,] 5.970397 5.789081
#>  [82,] 5.284177 5.146764
#>  [83,] 5.097873 4.972379
#>  [84,] 5.560405 5.405320
#>  [85,] 5.069446 4.945771
#>  [86,] 6.105974 5.915985
#>  [87,] 5.645812 5.485263
#>  [88,] 5.871979 5.696961
#>  [89,] 5.438062 5.290804
#>  [90,] 6.154579 5.961480
#>  [91,] 6.315905 6.112485
#>  [92,] 5.927639 5.749059
#>  [93,] 6.547098 6.328888
#>  [94,] 4.614348 4.519788
#>  [95,] 4.670686 4.572522
#>  [96,] 4.804076 4.697378
#>  [97,] 5.434913 5.287856
#>  [98,] 6.091577 5.902509
#>  [99,] 5.014948 4.894759
#> [100,] 4.896620 4.784001
#> [101,] 5.690529 5.527119
#> [102,] 6.095816 5.906477
#> [103,] 5.249829 5.114613
#> [104,] 4.973526 4.855987
#> [105,] 6.436306 6.225183
#> [106,] 6.473856 6.260331
#> [107,] 5.420099 5.273990
#> [108,] 5.920552 5.742426
#> [109,] 7.195174 6.935501
#> [110,] 4.863002 4.752535
#> [111,] 5.194031 5.062385
#> [112,] 5.250241 5.114999
#> [113,] 5.871864 5.696852
#> [114,] 6.253761 6.054317
#> [115,] 5.780952 5.611757
#> [116,] 5.951681 5.771563
#> [117,] 5.437834 5.290591
#> [118,] 6.483634 6.269484
#> [119,] 5.102579 4.976783
#> [120,] 5.866580 5.691906
#> [121,] 6.621393 6.398429
#> [122,] 5.928630 5.749986
#> [123,] 6.528156 6.311157
#> [124,] 4.768900 4.664452
#> [125,] 6.949939 6.705955
#> [126,] 5.949211 5.769251
#> [127,] 5.644143 5.483700
#> [128,] 4.876820 4.765468
#> [129,] 5.170203 5.040081
#> [130,] 5.537914 5.384267
#> [131,] 6.697604 6.469765
#> [132,] 6.580762 6.360397
#> [133,] 5.671766 5.509556
#> [134,] 4.832961 4.724415
#> [135,] 6.149307 5.956546
#> [136,] 6.632897 6.409197
#> [137,] 5.123542 4.996406
#> [138,] 6.231665 6.033634
#> [139,] 7.313075 7.045860
#> [140,] 7.598181 7.312726
#> [141,] 6.207189 6.010725
#> [142,] 5.648108 5.487412
#> [143,] 6.406770 6.197537
#> [144,] 6.367449 6.160732
#> [145,] 5.798556 5.628235
#> [146,] 4.848113 4.738598
#> [147,] 6.127882 5.936491
#> [148,] 4.888989 4.776858
#> [149,] 6.471760 6.258369
#> [150,] 5.130326 5.002756
#> [151,] 6.918098 6.676152
#> [152,] 6.737831 6.507418
#> [153,] 5.783813 5.614434
#> [154,] 6.709693 6.481080
#> [155,] 5.162184 5.032575
#> [156,] 5.654000 5.492927
#> [157,] 4.629872 4.534319
#> [158,] 5.419951 5.273851
#> [159,] 5.138817 5.010704
#> [160,] 5.107582 4.981466
#> [161,] 5.104440 4.978526
#> [162,] 5.139297 5.011153
#> [163,] 7.311069 7.043982
#> [164,] 5.375244 5.232005
#> [165,] 5.577506 5.421326
#> [166,] 5.277263 5.140292
#> [167,] 4.706900 4.606419
#> [168,] 5.557926 5.402999
#> [169,] 5.523546 5.370819
#> [170,] 5.062945 4.939686
#> [171,] 5.314668 5.175304
#> [172,] 4.303764 4.229074
#> [173,] 5.934373 5.755362
#> [174,] 5.200335 5.068286
#> [175,] 4.736077 4.633729
#> [176,] 5.105877 4.979870
#> [177,] 4.047437 3.989147
#> [178,] 6.781687 6.548468
#> [179,] 5.719946 5.554654
#> [180,] 7.582040 7.297617
#> [181,] 5.254482 5.118968
#> [182,] 5.529264 5.376171
#> [183,] 5.536837 5.383260
#> [184,] 5.429034 5.282353
#> [185,] 5.481223 5.331203
#> [186,] 4.929586 4.814858
#> [187,] 4.824391 4.716394
#> [188,] 6.068548 5.880954
#> [189,] 5.296130 5.157952
#> [190,] 4.265369 4.193135
#> [191,] 6.091181 5.902138
#> [192,] 6.124947 5.933744
#> [193,] 5.123576 4.996437
#> [194,] 3.836792 3.791977
#> [195,] 5.800312 5.629878
#> [196,] 5.314618 5.175257
#> [197,] 5.694668 5.530993
#> [198,] 5.091406 4.966325
#> [199,] 4.749244 4.646054
#> [200,] 5.032130 4.910842
#> [201,] 5.072954 4.949055
#> [202,] 4.972778 4.855287
#> [203,] 4.016974 3.960632
#> [204,] 4.379228 4.299710
#> [205,] 3.607621 3.577468
#> [206,] 5.823105 5.651213
#> [207,] 4.769154 4.664691
#> [208,] 5.064445 4.941090
#> [209,] 3.716262 3.679159
#> [210,] 4.979188 4.861287
#> [211,] 5.755297 5.587743
#> [212,] 6.021211 5.836645
#> [213,] 6.531636 6.314414
#> [214,] 6.620969 6.398032
#> [215,] 4.299146 4.224752
#> [216,] 5.284449 5.147018
#> [217,] 5.515832 5.363598
#> [218,] 4.843842 4.734600
#> [219,] 5.543860 5.389833
#> [220,] 5.623075 5.463981
#> [221,] 3.811324 3.768139
#> [222,] 3.920693 3.870511
#> [223,] 5.913749 5.736058
#> [224,] 5.742441 5.575710
#> [225,] 6.307978 6.105066
#> [226,] 6.877041 6.637722
#> [227,] 5.866850 5.692160
#> [228,] 5.577197 5.421037
#> [229,] 4.861154 4.750805
#> [230,] 5.676302 5.513802
#> [231,] 4.418701 4.336658
#> [232,] 5.484179 5.333970
#> [233,] 4.027371 3.970364
#> [234,] 4.421643 4.339412
#> [235,] 4.953709 4.837438
#> [236,] 5.350587 5.208925
#> [237,] 6.039498 5.853762
#> [238,] 5.109129 4.982915
#> [239,] 7.239619 6.977103
#> [240,] 6.476211 6.262536
#> [241,] 5.972395 5.790952
#> [242,] 4.697416 4.597542
#> [243,] 6.137395 5.945395
#> [244,] 5.443997 5.296359
#> [245,] 5.403031 5.258014
#> [246,] 6.763828 6.531752
#> [247,] 5.380705 5.237117
#> [248,] 5.920468 5.742347
#> [249,] 5.629929 5.470396
#> [250,] 5.267431 5.131089
#> [251,] 5.462836 5.313993
#> [252,] 7.163133 6.905511
#> [253,] 6.854753 6.616860
#> [254,] 4.687051 4.587840
#> [255,] 4.986171 4.867824
#> [256,] 5.880015 5.704482
#> [257,] 5.399373 5.254590
#> [258,] 6.673004 6.446738
#> [259,] 5.780084 5.610945
#> [260,] 3.907228 3.857908
#> [261,] 4.927161 4.812588
#> [262,] 6.655606 6.430453
#> [263,] 6.363319 6.156866
#> [264,] 5.775258 5.606427
#> [265,] 5.247857 5.112767
#> [266,] 6.020311 5.835802
#> [267,] 6.242839 6.044094
#> [268,] 4.945297 4.829564
#> [269,] 6.376960 6.169634
#> [270,] 6.098964 5.909424
#> [271,] 5.734045 5.567851
#> [272,] 5.620426 5.461501
#> [273,] 5.523030 5.370336
#> [274,] 5.805314 5.634560
#> [275,] 6.386171 6.178255
#> [276,] 4.239748 4.169154
#> [277,] 5.330243 5.189883
#> [278,] 5.064707 4.941335
#> [279,] 6.225069 6.027461
#> [280,] 6.286889 6.085325
#> [281,] 5.705762 5.541378
#> [282,] 5.118977 4.992133
#> [283,] 4.421678 4.339445
#> [284,] 4.718870 4.617623
#> [285,] 5.517316 5.364988
#> [286,] 5.399299 5.254521
#> [287,] 6.190502 5.995105
#> [288,] 6.256008 6.056420
#> [289,] 6.077779 5.889594
#> [290,] 5.461776 5.313000
#> [291,] 5.476555 5.326834
#> [292,] 5.397969 5.253276
#> [293,] 5.476574 5.326852
#> [294,] 6.118280 5.927504
#> [295,] 5.286351 5.148799
#> [296,] 4.299174 4.224778
#> [297,] 5.578163 5.421942
#> [298,] 5.314589 5.175230
#> [299,] 6.528410 6.311395
#> [300,] 6.162748 5.969126
#> [301,] 5.663023 5.501373
#> 
#> [[3]]
#>              x1       x2        x3        x4       x5         x6       x7
#>   [1,] 4.157359 5.656836 1.7296684 2.2434260 3.456843 1.46704197 4.238899
#>   [2,] 5.454159 6.375204 2.5972115 2.5113233 3.746437 1.70251164 5.299359
#>   [3,] 3.630820 5.365157 1.3774200 1.2705802 2.405207 0.61195429 3.062626
#>   [4,] 5.587800 6.449235 2.6866157 3.1849302 4.474598 2.29458174 2.920610
#>   [5,] 4.331799 5.753468 1.8463667 3.3046291 4.603991 2.39979172 4.458932
#>   [6,] 5.521418 6.412463 2.6422071 1.7291368 2.900902 1.01500493 5.158523
#>   [7,] 3.766173 5.440137 1.4679697 3.3330776 4.634744 2.42479663 4.161602
#>   [8,] 4.912961 6.075405 2.2351566 2.9160167 4.183906 2.05821893 3.401982
#>   [9,] 4.326671 5.750627 1.8429356 3.8791313 5.225022 2.90475329 4.580312
#>  [10,] 3.389985 5.231746 1.2163046 2.6793616 3.928084 1.85020969 3.155372
#>  [11,] 3.440958 5.259982 1.2504045 2.5212592 3.757177 1.71124485 3.870710
#>  [12,] 5.735186 6.530880 2.7852151 2.7977038 4.056011 1.95422719 4.344102
#>  [13,] 6.400484 6.899425 3.2302909 2.7584534 4.013581 1.91972786 4.544033
#>  [14,] 5.427330 6.360342 2.5792631 3.4222447 4.731132 2.50317055 4.003553
#>  [15,] 6.346203 6.869356 3.1939780 4.4924081 5.887967 3.44379598 4.126291
#>  [16,] 4.555318 5.877287 1.9958976 2.5086560 3.743553 1.70016714 3.701436
#>  [17,] 5.000171 6.123715 2.2934992 2.5143924 3.749754 1.70520918 3.890321
#>  [18,] 3.643287 5.372063 1.3857601 1.6102813 2.772420 0.91053625 4.104374
#>  [19,] 4.884908 6.059865 2.2163897 3.6013262 4.924718 2.66057509 3.878853
#>  [20,] 6.058208 6.709820 3.0013129 3.3716495 4.676440 2.45869964 4.398769
#>  [21,] 5.161318 6.212984 2.4013045 1.1328198 2.256290 0.49086907 3.707704
#>  [22,] 5.220602 6.245824 2.4409647 2.8489292 4.111385 1.99925201 4.436731
#>  [23,] 4.712821 5.964537 2.1012655 4.1556640 5.523950 3.14781305 3.090131
#>  [24,] 4.293886 5.732465 1.8210029 2.2719754 3.487704 1.49213555 4.299117
#>  [25,] 5.146454 6.204749 2.3913606 2.0109596 3.205549 1.26271443 3.537832
#>  [26,] 6.261203 6.822269 3.1371137 2.3704963 3.594204 1.57873103 4.300960
#>  [27,] 4.107464 5.629196 1.6962891 1.6677428 2.834535 0.96104237 4.215320
#>  [28,] 5.502699 6.402093 2.6296837 2.0790347 3.279137 1.32254936 3.826381
#>  [29,] 5.092731 6.174990 2.3554208 2.1315531 3.335909 1.36871075 4.813453
#>  [30,] 4.433808 5.809976 1.9146089 2.5596180 3.798643 1.74496053 4.378891
#>  [31,] 4.150631 5.653109 1.7251671 2.6767772 3.925290 1.84793810 4.359655
#>  [32,] 3.399255 5.236881 1.2225063 1.9264364 3.114180 1.18842234 2.885109
#>  [33,] 4.872096 6.052768 2.2078183 3.3309702 4.632466 2.42294438 3.545504
#>  [34,] 4.141200 5.647884 1.7188577 2.8066017 4.065629 1.96204803 3.498540
#>  [35,] 3.989797 5.564014 1.6175713 1.3617806 2.503794 0.69211538 3.038195
#>  [36,] 4.221952 5.692617 1.7728799 2.4401634 3.669514 1.63996531 3.605487
#>  [37,] 4.658900 5.934667 2.0651932 1.7265058 2.898058 1.01269237 3.452083
#>  [38,] 3.980078 5.558630 1.6110691 2.7363660 3.989705 1.90031406 3.004908
#>  [39,] 5.107823 6.183349 2.3655166 3.6484862 4.975697 2.70202659 4.322991
#>  [40,] 5.871545 6.606417 2.8764373 3.6267427 4.952192 2.68291502 3.908954
#>  [41,] 5.098828 6.178367 2.3594994 2.7491630 4.003539 1.91156198 3.944055
#>  [42,] 3.558594 5.325148 1.3291021 1.8726674 3.056057 1.14116181 3.730866
#>  [43,] 2.770912 4.888807 0.8021522 2.0261478 3.221967 1.27606424 3.324659
#>  [44,] 4.228100 5.696023 1.7769928 1.9290407 3.116996 1.19071145 4.019322
#>  [45,] 6.096646 6.731112 3.0270273 3.8683587 5.213377 2.89528468 4.552702
#>  [46,] 6.138643 6.754377 3.0551227 2.5441023 3.781870 1.73132285 4.206608
#>  [47,] 6.386697 6.891787 3.2210678 1.3090915 2.446837 0.64580398 4.500343
#>  [48,] 3.002600 5.017152 0.9571490 1.9944929 3.187749 1.24824097 4.881910
#>  [49,] 4.332496 5.753854 1.8468330 1.3900432 2.534345 0.71695692 4.531806
#>  [50,] 4.097714 5.623795 1.6897665 3.3918426 4.698268 2.47644847 3.114933
#>  [51,] 5.147541 6.205351 2.3920874 0.8962868 2.000600 0.28296728 4.200323
#>  [52,] 5.664386 6.491660 2.7378504 2.1390723 3.344037 1.37531971 4.311010
#>  [53,] 4.268823 5.718582 1.8042363 1.0659827 2.184039 0.43212232 3.287806
#>  [54,] 4.597482 5.900644 2.0241050 3.4697436 4.782478 2.54491988 2.792699
#>  [55,] 4.869971 6.051590 2.2063965 2.4867631 3.719887 1.68092429 3.457941
#>  [56,] 5.059204 6.156417 2.3329911 2.2383141 3.451317 1.46254879 3.742495
#>  [57,] 4.206999 5.684334 1.7628767 2.6766191 3.925119 1.84779915 4.216582
#>  [58,] 6.022872 6.690245 2.9776736 3.3964432 4.703241 2.48049217 3.914556
#>  [59,] 3.747147 5.429597 1.4552415 2.1888023 3.397795 1.41903018 3.298179
#>  [60,] 4.481760 5.836539 1.9466883 2.3624756 3.585534 1.57168115 3.803823
#>  [61,] 5.859958 6.599998 2.8686861 3.6016197 4.925035 2.66083310 4.804486
#>  [62,] 4.790059 6.007323 2.1529365 2.4933831 3.727043 1.68674297 4.421552
#>  [63,] 4.695880 5.955152 2.0899320 1.7630152 2.937524 1.04478250 3.520541
#>  [64,] 5.169785 6.217674 2.4069689 3.2971641 4.595922 2.39323030 4.302236
#>  [65,] 4.396749 5.789447 1.8898169 2.9317318 4.200893 2.07203176 3.844308
#>  [66,] 6.597284 7.008443 3.3619480 4.2094406 5.582082 3.19508025 5.274187
#>  [67,] 5.019601 6.134479 2.3064974 2.8354320 4.096794 1.98738855 4.012287
#>  [68,] 5.831532 6.584251 2.8496689 2.6641386 3.911628 1.83682934 4.003829
#>  [69,] 3.355316 5.212541 1.1931117 1.5273457 2.682768 0.83763959 3.420674
#>  [70,] 4.107244 5.629074 1.6961416 2.8165707 4.076406 1.97081033 4.763552
#>  [71,] 2.927219 4.975394 0.9067195 2.0357912 3.232392 1.28454036 3.619760
#>  [72,] 5.046336 6.149288 2.3243826 1.9773261 3.169191 1.23315210 3.967675
#>  [73,] 5.168190 6.216790 2.4059017 1.5999642 2.761268 0.90146803 5.482841
#>  [74,] 4.768524 5.995393 2.1385299 3.4986451 4.813720 2.57032299 3.040348
#>  [75,] 4.621918 5.914181 2.0404527 2.6336928 3.878717 1.81006887 4.285869
#>  [76,] 4.338843 5.757370 1.8510790 1.5462703 2.703225 0.85427348 3.638283
#>  [77,] 5.346620 6.315632 2.5252690 3.4214469 4.730270 2.50246931 4.660126
#>  [78,] 2.588227 4.787608 0.6799384 0.5878279 1.667159 0.01184574 4.252398
#>  [79,] 6.290656 6.838585 3.1568174 3.0541896 4.333269 2.17966665 5.325907
#>  [80,] 3.838301 5.480092 1.5162224 1.2430981 2.375499 0.58779874 4.129150
#>  [81,] 3.896158 5.512142 1.5549280 2.0239978 3.219643 1.27417446 4.207247
#>  [82,] 5.829483 6.583116 2.8482984 4.1291707 5.495311 3.12452660 4.397982
#>  [83,] 5.798622 6.566021 2.8276530 1.5507224 2.708038 0.85818664 4.780463
#>  [84,] 4.213451 5.687908 1.7671928 1.4915743 2.644099 0.80619818 4.070021
#>  [85,] 3.999769 5.569538 1.6242426 0.9911244 2.103119 0.36632525 3.596556
#>  [86,] 5.998600 6.676799 2.9614355 3.6675590 4.996314 2.71879075 4.121796
#>  [87,] 5.210250 6.240089 2.4340391 2.8866652 4.152177 2.03242026 4.113904
#>  [88,] 4.898250 6.067256 2.2253151 3.5389629 4.857303 2.60576057 4.154160
#>  [89,] 3.631145 5.365337 1.3776376 2.0617949 3.260501 1.30739636 3.501033
#>  [90,] 6.510312 6.960265 3.3037647 2.9252333 4.193869 2.06631988 4.418794
#>  [91,] 5.030623 6.140584 2.3138708 2.5789291 3.819518 1.76193410 5.103046
#>  [92,] 4.892622 6.064138 2.2215500 2.4822833 3.715045 1.67698677 5.134640
#>  [93,] 4.075055 5.611243 1.6746079 1.7344515 2.906647 1.01967626 4.629453
#>  [94,] 4.968681 6.106272 2.2724329 2.1889745 3.397981 1.41918151 3.902913
#>  [95,] 3.967415 5.551615 1.6025977 3.6477351 4.974885 2.70136642 3.619465
#>  [96,] 4.678394 5.945466 2.0782344 3.2356907 4.529470 2.33919794 3.848858
#>  [97,] 4.002725 5.571176 1.6262199 3.9652657 5.318132 2.98046155 3.684156
#>  [98,] 6.302248 6.845006 3.1645722 4.5369883 5.936158 3.48297994 4.729973
#>  [99,] 5.163594 6.214244 2.4028269 2.2020066 3.412069 1.43063613 4.073671
#> [100,] 4.816511 6.021976 2.1706328 3.7496330 5.085036 2.79093012 4.159863
#> [101,] 5.739750 6.533408 2.7882679 2.5896077 3.831061 1.77132012 4.525012
#> [102,] 6.206508 6.791971 3.1005237 2.8702460 4.134428 2.01798853 4.579124
#> [103,] 4.649729 5.929587 2.0590579 3.8952197 5.242413 2.91889426 4.792765
#> [104,] 5.088426 6.172604 2.3525402 3.5086497 4.824535 2.57911665 3.795278
#> [105,] 6.402645 6.900622 3.2317369 3.9262783 5.275987 2.94619335 5.075528
#> [106,] 4.917407 6.077868 2.2381307 3.1825680 4.472045 2.29250552 4.774748
#> [107,] 6.038326 6.698806 2.9880116 4.1368462 5.503609 3.13127304 4.924261
#> [108,] 4.884445 6.059608 2.2160797 1.7931528 2.970102 1.07127204 4.769437
#> [109,] 5.020436 6.134941 2.3070561 4.9376121 6.369228 3.83511022 5.068646
#> [110,] 5.149622 6.206504 2.3934798 2.9790265 4.252018 2.11360167 3.146318
#> [111,] 5.002354 6.124925 2.2949595 4.0131450 5.369889 3.02254529 3.589590
#> [112,] 5.299397 6.289473 2.4936778 3.6170856 4.941753 2.67442691 4.055669
#> [113,] 5.538848 6.422118 2.6538672 3.3408467 4.643142 2.43162534 4.607519
#> [114,] 5.301020 6.290372 2.4947632 2.6781353 3.926758 1.84913186 3.575440
#> [115,] 4.852398 6.041856 2.1946404 1.9083385 3.094617 1.17251513 3.733476
#> [116,] 4.256881 5.711967 1.7962474 3.2610439 4.556876 2.36148229 4.930637
#> [117,] 4.705884 5.960694 2.0966249 3.5577344 4.877595 2.62225982 4.725271
#> [118,] 4.586339 5.894471 2.0166508 2.2411142 3.454343 1.46500996 4.857373
#> [119,] 3.967433 5.551626 1.6026100 1.3468375 2.487640 0.67898103 3.374157
#> [120,] 4.320899 5.747430 1.8390746 2.4322505 3.660960 1.63301020 4.366940
#> [121,] 5.449252 6.372485 2.5939283 2.2799600 3.496335 1.49915368 4.812033
#> [122,] 5.162160 6.213450 2.4018676 2.6296066 3.874299 1.80647729 4.060068
#> [123,] 6.394810 6.896282 3.2264953 4.4865017 5.881582 3.43860447 5.150455
#> [124,] 5.271692 6.274126 2.4751433 2.6966070 3.946726 1.86536761 3.897117
#> [125,] 5.938870 6.643711 2.9214767 4.2460303 5.621635 3.22724099 5.249220
#> [126,] 5.683428 6.502208 2.7505893 3.3121260 4.612095 2.40638115 4.435976
#> [127,] 4.592022 5.897619 2.0204523 4.1059675 5.470229 3.10413204 3.602490
#> [128,] 4.869660 6.051418 2.2061887 3.3297024 4.631095 2.42183004 3.659392
#> [129,] 5.472686 6.385467 2.6096060 3.7157008 5.048355 2.76110523 4.483214
#> [130,] 4.320084 5.746978 1.8385294 2.3338121 3.554549 1.54648729 4.358814
#> [131,] 5.232376 6.252346 2.4488413 4.4462370 5.838057 3.40321363 5.310033
#> [132,] 5.295213 6.287155 2.4908783 3.1562542 4.443600 2.26937687 6.043328
#> [133,] 4.879651 6.056953 2.2128728 1.0859055 2.205576 0.44963354 4.162668
#> [134,] 3.615434 5.356634 1.3671271 2.5202856 3.756125 1.71038911 3.853724
#> [135,] 6.183093 6.779000 3.0848594 3.2649846 4.561136 2.36494601 4.778386
#> [136,] 5.916769 6.631469 2.9066920 4.5886071 5.991957 3.52835054 4.576590
#> [137,] 5.476471 6.387564 2.6121380 4.4775839 5.871942 3.43076618 3.978048
#> [138,] 5.549517 6.428028 2.6610049 3.3382079 4.640290 2.42930594 4.265770
#> [139,] 5.261831 6.268663 2.4685460 2.8517587 4.114443 2.00173898 5.954527
#> [140,] 4.743313 5.981428 2.1216644 3.7649779 5.101623 2.80441760 5.950378
#> [141,] 4.720655 5.968876 2.1065065 3.5293024 4.846861 2.59726939 4.227866
#> [142,] 5.296180 6.287691 2.4915251 1.6229052 2.786066 0.92163212 3.949098
#> [143,] 6.131827 6.750601 3.0505631 4.0107614 5.367312 3.02045018 4.747999
#> [144,] 7.554878 7.538906 4.0025663 6.0776968 7.601646 4.83719332 4.627483
#> [145,] 2.891112 4.955393 0.8825644 2.3945979 3.620258 1.59991529 3.902484
#> [146,] 4.841219 6.035663 2.1871624 3.6006909 4.924031 2.66001671 3.861949
#> [147,] 4.586849 5.894754 2.0169916 3.6412324 4.967856 2.69565087 5.279138
#> [148,] 5.195274 6.231793 2.4240202 1.9147479 3.101545 1.17814872 4.482484
#> [149,] 5.790659 6.561610 2.8223257 4.7962795 6.216449 3.71088528 4.593910
#> [150,] 5.955195 6.652755 2.9323984 2.5400500 3.777490 1.72776108 3.754058
#> [151,] 7.038605 7.252915 3.6571860 4.9232291 6.353680 3.82246822 5.144945
#> [152,] 5.465783 6.381643 2.6049878 3.4249476 4.734054 2.50554622 5.313428
#> [153,] 5.716187 6.520355 2.7725047 3.4714938 4.784370 2.54645822 4.983999
#> [154,] 4.589790 5.896383 2.0189591 0.6368201 1.720119 0.05490766 4.809056
#> [155,] 5.695225 6.508744 2.7584818 2.0779897 3.278008 1.32163087 3.338261
#> [156,] 4.898403 6.067340 2.2254173 2.9433572 4.213460 2.08224996 4.354399
#> [157,] 3.919503 5.525075 1.5705456 2.6430040 3.888782 1.81825301 3.497803
#> [158,] 5.029943 6.140208 2.3134164 2.8390506 4.100706 1.99056912 4.034566
#> [159,] 5.419723 6.356128 2.5741743 3.3164478 4.616767 2.41017983 3.996727
#> [160,] 5.322351 6.302188 2.5090333 2.8985585 4.165033 2.04287394 3.895787
#> [161,] 3.320812 5.193427 1.1700289 3.4920788 4.806622 2.56455151 4.519385
#> [162,] 5.206451 6.237985 2.4314977 4.4988236 5.894902 3.44943486 4.532042
#> [163,] 6.582323 7.000155 3.3519388 5.7507432 7.248213 4.54981590 6.458571
#> [164,] 4.602744 5.903559 2.0276254 3.0605534 4.340148 2.18526015 3.658024
#> [165,] 5.702819 6.512950 2.7635617 3.7058138 5.037667 2.75241503 3.786425
#> [166,] 3.530105 5.309366 1.3100432 2.9818582 4.255079 2.11609058 3.355726
#> [167,] 4.847139 6.038943 2.1911225 3.0531596 4.332156 2.17876137 3.727802
#> [168,] 4.463047 5.826173 1.9341698 0.9935276 2.105716 0.36843752 4.215445
#> [169,] 6.284252 6.835038 3.1525336 2.4563173 3.686976 1.65416384 4.646275
#> [170,] 3.707659 5.407723 1.4288245 2.0778642 3.277872 1.32152061 3.815578
#> [171,] 6.011018 6.683678 2.9697428 4.5238198 5.921923 3.47140541 3.973421
#> [172,] 4.644261 5.926558 2.0553998 1.9726169 3.164101 1.22901299 2.952379
#> [173,] 6.300564 6.844073 3.1634455 4.4747338 5.868861 3.42826103 4.124069
#> [174,] 6.150754 6.761086 3.0632250 4.9253444 6.355966 3.82432751 4.365032
#> [175,] 4.919006 6.078754 2.2392007 2.9139293 4.181649 2.05638417 3.691915
#> [176,] 5.204089 6.236676 2.4299173 4.6193967 6.025240 3.55541325 3.795394
#> [177,] 4.094528 5.622030 1.6876350 2.9097707 4.177154 2.05272896 3.508116
#> [178,] 6.463719 6.934454 3.2725946 4.4033740 5.791722 3.36553900 4.667306
#> [179,] 4.972228 6.108236 2.2748054 5.0459614 6.486352 3.93034442 4.152550
#> [180,] 5.836233 6.586855 2.8528138 2.1485861 3.354322 1.38368199 4.913116
#> [181,] 5.558138 6.432804 2.6667721 2.9348197 4.204231 2.07474589 4.726198
#> [182,] 4.202074 5.681606 1.7595820 3.0072873 4.282568 2.13844161 3.725431
#> [183,] 4.156370 5.656288 1.7290065 4.1889843 5.559969 3.17710010 4.632662
#> [184,] 3.902789 5.515816 1.5593638 2.3389165 3.560067 1.55097378 3.127957
#> [185,] 4.286288 5.728257 1.8159203 3.0640821 4.343963 2.18836172 4.089428
#> [186,] 4.892918 6.064302 2.2217484 2.5579290 3.796817 1.74347595 4.449826
#> [187,] 4.237699 5.701340 1.7834144 3.2935894 4.592057 2.39008832 3.205092
#> [188,] 4.964245 6.103814 2.2694652 3.3911132 4.697480 2.47580733 3.519670
#> [189,] 4.052192 5.598578 1.6593127 2.2533837 3.467607 1.47579428 4.300303
#> [190,] 3.353473 5.211520 1.1918784 1.9495766 3.139195 1.20876153 2.972383
#> [191,] 4.781135 6.002379 2.1469663 2.3907267 3.616073 1.59651263 4.778458
#> [192,] 6.467581 6.936593 3.2751778 3.4037295 4.711118 2.48689653 4.185435
#> [193,] 5.063474 6.158782 2.3358480 3.8440666 5.187117 2.87393299 3.314275
#> [194,] 3.588433 5.341677 1.3490639 0.8426852 1.942657 0.23585389 2.334856
#> [195,] 2.935133 4.979778 0.9120140 2.8425849 4.104527 1.99367563 3.777824
#> [196,] 4.236315 5.700574 1.7824890 4.9006643 6.329287 3.80263474 3.736553
#> [197,] 5.430860 6.362298 2.5816249 4.9633258 6.397024 3.85771141 3.499059
#> [198,] 5.302553 6.291221 2.4957890 3.9761810 5.329931 2.99005561 3.544818
#> [199,] 3.665139 5.384168 1.4003788 1.7634064 2.937947 1.04512636 3.540396
#> [200,] 4.620070 5.913157 2.0392164 2.6310719 3.875883 1.80776528 3.903151
#> [201,] 5.523348 6.413531 2.6434979 2.6208437 3.864827 1.79877509 4.250963
#> [202,] 4.038761 5.591138 1.6503279 3.8221159 5.163389 2.85463926 4.080384
#> [203,] 4.915201 6.076646 2.2366551 2.3372383 3.558253 1.54949871 2.884558
#> [204,] 4.037016 5.590171 1.6491601 3.3977477 4.704651 2.48163879 3.303017
#> [205,] 4.486545 5.839190 1.9498897 3.0207592 4.297131 2.15028283 2.991199
#> [206,] 5.936808 6.642569 2.9200975 3.3720519 4.676875 2.45905335 3.878357
#> [207,] 5.260656 6.268012 2.4677600 2.0121442 3.206829 1.26375566 3.125807
#> [208,] 3.519815 5.303666 1.3031592 2.6837805 3.932861 1.85409376 3.514806
#> [209,] 4.037527 5.590455 1.6495022 1.1636394 2.289605 0.51795814 2.829132
#> [210,] 4.180937 5.669897 1.7454414 2.2941150 3.511637 1.51159528 3.545129
#> [211,] 5.613262 6.463340 2.7036496 4.5740001 5.976167 3.51551165 4.037743
#> [212,] 5.123814 6.192208 2.3762145 2.4884705 3.721733 1.68242506 5.091350
#> [213,] 4.983559 6.114513 2.2823858 3.8914986 5.238391 2.91562354 4.254029
#> [214,] 6.029180 6.693739 2.9818935 5.0067805 6.443998 3.89590613 4.909430
#> [215,] 4.521456 5.858529 1.9732445 2.1212117 3.324730 1.35962109 3.554724
#> [216,] 4.553184 5.876105 1.9944699 3.1792291 4.468435 2.28957078 4.258751
#> [217,] 6.575653 6.996460 3.3474770 5.1112412 6.556919 3.98772238 4.212103
#> [218,] 4.868945 6.051022 2.2057106 2.8312475 4.092271 1.98371059 3.325629
#> [219,] 5.784047 6.557947 2.8179021 3.2056066 4.496949 2.31275535 4.238506
#> [220,] 4.788434 6.006423 2.1518498 1.0234628 2.138076 0.39474920 3.957947
#> [221,] 4.114289 5.632977 1.7008551 2.0657622 3.264790 1.31088348 3.927269
#> [222,] 3.182344 5.116722 1.0773955 2.2171713 3.428462 1.44396525 3.726059
#> [223,] 5.961156 6.656057 2.9363863 2.9177996 4.185833 2.05978597 4.365577
#> [224,] 3.922943 5.526980 1.5728471 3.7686185 5.105559 2.80761753 3.154826
#> [225,] 5.715584 6.520022 2.7721016 2.8375678 4.099103 1.98926584 4.710597
#> [226,] 5.625600 6.470174 2.7119033 3.1422795 4.428493 2.25709372 4.947011
#> [227,] 5.246033 6.259911 2.4579773 2.4147505 3.642042 1.61762848 4.351106
#> [228,] 4.079881 5.613917 1.6778364 3.3087716 4.608469 2.40343279 4.527105
#> [229,] 3.393418 5.233647 1.2186010 2.6724677 3.920632 1.84415030 3.177627
#> [230,] 6.366839 6.880787 3.2077832 5.0084155 6.445765 3.89734327 4.654573
#> [231,] 3.889881 5.508665 1.5507286 2.7139851 3.965512 1.88064217 3.539856
#> [232,] 4.122899 5.637746 1.7066146 3.2981566 4.596995 2.39410269 3.858867
#> [233,] 3.745966 5.428943 1.4544514 4.6882572 6.099678 3.61593849 3.990138
#> [234,] 4.358126 5.768052 1.8639790 2.6423155 3.888038 1.81764784 3.717185
#> [235,] 4.916703 6.077478 2.2376599 1.9887714 3.181564 1.24321200 3.686451
#> [236,] 4.125604 5.639245 1.7084244 2.9696420 4.241874 2.10535316 4.579502
#> [237,] 5.089475 6.173185 2.3532421 3.9300087 5.280020 2.94947217 4.912826
#> [238,] 5.572077 6.440525 2.6760972 3.9806235 5.334734 2.99396031 4.491814
#> [239,] 5.342404 6.313297 2.5224486 4.8524459 6.277164 3.76025295 5.683665
#> [240,] 5.406364 6.348727 2.5652368 3.4150800 4.723387 2.49687308 4.881737
#> [241,] 5.876717 6.609282 2.8798972 3.9213396 5.270648 2.94185249 5.224928
#> [242,] 5.461265 6.379140 2.6019649 4.3284587 5.710740 3.29969182 4.001141
#> [243,] 5.179699 6.223166 2.4136012 3.5836329 4.905591 2.64502351 4.137252
#> [244,] 4.952367 6.097234 2.2615188 2.9643408 4.236143 2.10069357 4.273306
#> [245,] 4.061898 5.603955 1.6658061 3.4385764 4.748787 2.51752538 4.133469
#> [246,] 6.064404 6.713252 3.0054575 3.2084734 4.500048 2.31527521 5.051835
#> [247,] 5.251562 6.262974 2.4616764 3.7084132 5.040477 2.75469973 4.217925
#> [248,] 4.394852 5.788396 1.8885483 3.5206422 4.837499 2.58965745 4.668621
#> [249,] 6.334207 6.862710 3.1859525 4.0475266 5.407055 3.05276518 4.390860
#> [250,] 4.569962 5.885399 2.0056943 3.1562876 4.443636 2.26940620 4.188317
#> [251,] 4.851580 6.041403 2.1940934 4.0674414 5.428583 3.07026934 4.572481
#> [252,] 7.125946 7.301297 3.7156159 4.9161096 6.345984 3.81621052 5.301817
#> [253,] 5.224285 6.247864 2.4434284 5.3388647 6.802977 4.18779319 4.138643
#> [254,] 4.536983 5.867130 1.9836316 4.2364792 5.611311 3.21884598 4.000936
#> [255,] 5.696197 6.509282 2.7591318 5.0853958 6.528980 3.96500544 3.327669
#> [256,] 5.430274 6.361973 2.5812325 2.9281055 4.196973 2.06884439 3.753419
#> [257,] 5.226648 6.249173 2.4450091 2.8971104 4.163468 2.04160111 4.265333
#> [258,] 6.755053 7.095840 3.4674934 5.2052088 6.658497 4.07031566 5.472876
#> [259,] 6.002105 6.678741 2.9637805 3.3544685 4.657867 2.44359833 4.915425
#> [260,] 3.832576 5.476921 1.5123924 3.6081227 4.932064 2.66654887 2.745932
#> [261,] 5.113918 6.186726 2.3695945 3.6662987 4.994952 2.71768303 3.755348
#> [262,] 3.750619 5.431521 1.4575644 2.9056031 4.172649 2.04906577 5.275531
#> [263,] 4.773449 5.998121 2.1418245 3.4662898 4.778745 2.54188418 3.813982
#> [264,] 5.510292 6.406299 2.6347633 4.6385131 6.045905 3.57221567 4.392777
#> [265,] 5.724119 6.524749 2.7778112 4.4767531 5.871044 3.43003593 4.314187
#> [266,] 5.256860 6.265909 2.4652205 4.1946233 5.566065 3.18205657 4.190207
#> [267,] 5.892944 6.618271 2.8907531 5.4548872 6.928396 4.28977176 4.551254
#> [268,] 4.380305 5.780338 1.8788165 4.3435463 5.727049 3.31295311 4.081371
#> [269,] 6.383322 6.889918 3.2188097 4.9953024 6.431590 3.88581742 4.843997
#> [270,] 4.095032 5.622309 1.6879720 3.2123923 4.504284 2.31871969 4.283166
#> [271,] 4.646654 5.927883 2.0570004 3.8956606 5.242890 2.91928176 4.548241
#> [272,] 4.994883 6.120786 2.2899616 3.4596519 4.771569 2.53604974 4.298946
#> [273,] 5.221511 6.246328 2.4415728 3.0978647 4.380481 2.21805508 5.336396
#> [274,] 4.739994 5.979589 2.1194439 3.5919680 4.914601 2.65234965 3.569804
#> [275,] 5.017817 6.133490 2.3053038 3.3938578 4.700446 2.47821968 4.890552
#> [276,] 4.227661 5.695780 1.7766994 1.9798095 3.171876 1.23533494 3.421742
#> [277,] 5.460581 6.378761 2.6015075 3.3797396 4.685185 2.46581045 4.364209
#> [278,] 4.989348 6.117720 2.2862587 4.1492936 5.517064 3.14221376 4.402808
#> [279,] 5.967750 6.659710 2.9407972 2.4033476 3.629716 1.60760580 4.320021
#> [280,] 5.112006 6.185667 2.3683151 2.1236319 3.327346 1.36174836 4.027740
#> [281,] 3.532906 5.310917 1.3119167 2.7727682 4.029056 1.93230988 4.561339
#> [282,] 5.615436 6.464544 2.7051037 4.0573022 5.417623 3.06135750 3.042545
#> [283,] 4.627482 5.917263 2.0441750 2.3763354 3.600516 1.58386329 3.686598
#> [284,] 6.693554 7.061772 3.4263514 3.2190285 4.511458 2.32455260 3.728862
#> [285,] 5.054528 6.153826 2.3298631 2.1514971 3.357468 1.38624061 5.180832
#> [286,] 5.033807 6.142348 2.3160013 3.3811775 4.686739 2.46707429 4.036222
#> [287,] 5.225382 6.248472 2.4441623 5.4906845 6.967093 4.32123601 3.631396
#> [288,] 5.096715 6.177196 2.3580855 2.5947610 3.836632 1.77584957 4.276614
#> [289,] 5.057357 6.155394 2.3317555 3.2601943 4.555958 2.36073547 4.825882
#> [290,] 6.098824 6.732319 3.0284840 3.1396820 4.425685 2.25481063 4.337053
#> [291,] 4.096063 5.622881 1.6886617 2.6807165 3.929549 1.85140064 4.012887
#> [292,] 4.363711 5.771146 1.8677153 2.1717844 3.379399 1.40407219 4.064487
#> [293,] 5.370345 6.328775 2.5411406 3.3724823 4.677340 2.45943162 4.641843
#> [294,] 4.734648 5.976627 2.1158671 3.4797156 4.793258 2.55368486 4.084112
#> [295,] 4.524508 5.860220 1.9752864 2.3566553 3.579242 1.56656542 4.023275
#> [296,] 4.982646 6.114007 2.2817751 3.6596415 4.987756 2.71183159 4.090912
#> [297,] 3.547010 5.318731 1.3213526 2.5253562 3.761606 1.71484590 3.676385
#> [298,] 3.323285 5.194797 1.1716830 2.2179537 3.429307 1.44465297 4.621717
#> [299,] 5.670014 6.494778 2.7416157 4.0287518 5.386760 3.03626297 5.534786
#> [300,] 4.658595 5.934498 2.0649892 3.2150326 4.507138 2.32104037 3.907250
#> [301,] 5.540253 6.422896 2.6548071 4.5789095 5.981474 3.51982676 4.862125
#>              x8       x9
#>   [1,] 5.588396 5.424578
#>   [2,] 6.815392 6.434183
#>   [3,] 4.227401 4.304716
#>   [4,] 4.063082 4.169511
#>   [5,] 5.842983 5.634060
#>   [6,] 6.652439 6.300101
#>   [7,] 5.498960 5.350988
#>   [8,] 4.620049 4.627797
#>   [9,] 5.983425 5.749619
#>  [10,] 4.334712 4.393014
#>  [11,] 5.162386 5.074047
#>  [12,] 5.710121 5.524737
#>  [13,] 5.941449 5.715080
#>  [14,] 5.316091 5.200519
#>  [15,] 5.458104 5.317371
#>  [16,] 4.966529 4.912890
#>  [17,] 5.185077 5.092717
#>  [18,] 5.432746 5.296505
#>  [19,] 5.171808 5.081800
#>  [20,] 5.773372 5.576782
#>  [21,] 4.973782 4.918858
#>  [22,] 5.817295 5.612923
#>  [23,] 4.259225 4.330902
#>  [24,] 5.658071 5.481909
#>  [25,] 4.777233 4.757132
#>  [26,] 5.660203 5.483664
#>  [27,] 5.561115 5.402131
#>  [28,] 5.111096 5.031844
#>  [29,] 6.253179 5.971579
#>  [30,] 5.750372 5.557857
#>  [31,] 5.728115 5.539543
#>  [32,] 4.022006 4.135712
#>  [33,] 4.786110 4.764436
#>  [34,] 4.731770 4.719725
#>  [35,] 4.199132 4.281456
#>  [36,] 4.855512 4.821543
#>  [37,] 4.678018 4.675496
#>  [38,] 4.160619 4.249766
#>  [39,] 5.685694 5.504638
#>  [40,] 5.206637 5.110457
#>  [41,] 5.247250 5.143875
#>  [42,] 5.000582 4.940910
#>  [43,] 4.530583 4.554183
#>  [44,] 5.334337 5.215532
#>  [45,] 5.951479 5.723332
#>  [46,] 5.551034 5.393836
#>  [47,] 5.890897 5.673484
#>  [48,] 6.332386 6.036753
#>  [49,] 5.927301 5.703439
#>  [50,] 4.287921 4.354514
#>  [51,] 5.543762 5.387853
#>  [52,] 5.671832 5.493232
#>  [53,] 4.487943 4.519097
#>  [54,] 3.915084 4.047734
#>  [55,] 4.684796 4.681073
#>  [56,] 5.014036 4.951980
#>  [57,] 5.562575 5.403332
#>  [58,] 5.213118 5.115791
#>  [59,] 4.499945 4.528973
#>  [60,] 5.084996 5.010368
#>  [61,] 6.242804 5.963042
#>  [62,] 5.799733 5.598472
#>  [63,] 4.757226 4.740671
#>  [64,] 5.661679 5.484878
#>  [65,] 5.131838 5.048911
#>  [66,] 6.786266 6.410217
#>  [67,] 5.326197 5.208834
#>  [68,] 5.316410 5.200782
#>  [69,] 4.641677 4.645594
#>  [70,] 6.195441 5.924071
#>  [71,] 4.872027 4.835132
#>  [72,] 5.274578 5.166361
#>  [73,] 7.027688 6.608865
#>  [74,] 4.201624 4.283507
#>  [75,] 5.642742 5.469296
#>  [76,] 4.893459 4.852767
#>  [77,] 6.075773 5.825605
#>  [78,] 5.604015 5.437431
#>  [79,] 6.846108 6.459457
#>  [80,] 5.461412 5.320093
#>  [81,] 5.551773 5.394445
#>  [82,] 5.772461 5.576032
#>  [83,] 6.215008 5.940171
#>  [84,] 5.392997 5.263799
#>  [85,] 4.845179 4.813040
#>  [86,] 5.452903 5.313091
#>  [87,] 5.443771 5.305578
#>  [88,] 5.490349 5.343903
#>  [89,] 4.734655 4.722098
#>  [90,] 5.796542 5.595846
#>  [91,] 6.588249 6.247284
#>  [92,] 6.624805 6.277363
#>  [93,] 6.040283 5.796403
#>  [94,] 5.199646 5.104705
#>  [95,] 4.871686 4.834851
#>  [96,] 5.137103 5.053243
#>  [97,] 4.946536 4.896439
#>  [98,] 6.156589 5.892103
#>  [99,] 5.397221 5.267275
#> [100,] 5.496949 5.349333
#> [101,] 5.919440 5.696970
#> [102,] 5.982050 5.748487
#> [103,] 6.229241 5.951883
#> [104,] 5.075109 5.002232
#> [105,] 6.556410 6.221085
#> [106,] 6.208395 5.934730
#> [107,] 6.381387 6.077073
#> [108,] 6.202250 5.929674
#> [109,] 6.548447 6.214534
#> [110,] 4.324235 4.384394
#> [111,] 4.837119 4.806408
#> [112,] 5.376391 5.250135
#> [113,] 6.014904 5.775521
#> [114,] 4.820747 4.792937
#> [115,] 5.003601 4.943394
#> [116,] 6.388765 6.083143
#> [117,] 6.151148 5.887626
#> [118,] 6.303996 6.013393
#> [119,] 4.587855 4.601307
#> [120,] 5.736545 5.546479
#> [121,] 6.251536 5.970227
#> [122,] 5.381481 5.254324
#> [123,] 6.643103 6.292419
#> [124,] 5.192940 5.099187
#> [125,] 6.757378 6.386448
#> [126,] 5.816422 5.612204
#> [127,] 4.852046 4.818690
#> [128,] 4.917883 4.872863
#> [129,] 5.871079 5.657178
#> [130,] 5.727142 5.538742
#> [131,] 6.827742 6.444345
#> [132,] 7.676193 7.142473
#> [133,] 5.500194 5.352004
#> [134,] 5.142733 5.057876
#> [135,] 6.212604 5.938193
#> [136,] 5.979119 5.746075
#> [137,] 5.286581 5.176237
#> [138,] 5.619487 5.450161
#> [139,] 7.573447 7.057930
#> [140,] 7.568647 7.053981
#> [141,] 5.575630 5.414075
#> [142,] 5.253085 5.148676
#> [143,] 6.177445 5.909264
#> [144,] 6.038003 5.794527
#> [145,] 5.199150 5.104297
#> [146,] 5.152249 5.065706
#> [147,] 6.791995 6.414931
#> [148,] 5.870233 5.656482
#> [149,] 5.999158 5.762564
#> [150,] 5.027415 4.962989
#> [151,] 6.636728 6.287173
#> [152,] 6.831670 6.447577
#> [153,] 6.450507 6.133946
#> [154,] 6.248091 5.967393
#> [155,] 4.546321 4.567132
#> [156,] 5.722034 5.534539
#> [157,] 4.730918 4.719023
#> [158,] 5.351974 5.230045
#> [159,] 5.308194 5.194021
#> [160,] 5.191402 5.097921
#> [161,] 5.912930 5.691614
#> [162,] 5.927575 5.703664
#> [163,] 8.156647 7.537803
#> [164,] 4.916300 4.871560
#> [165,] 5.064865 4.993804
#> [166,] 4.566529 4.583760
#> [167,] 4.997036 4.937992
#> [168,] 5.561259 5.402250
#> [169,] 6.059747 5.812419
#> [170,] 5.098596 5.021559
#> [171,] 5.281228 5.171832
#> [172,] 4.099841 4.199756
#> [173,] 5.455533 5.315256
#> [174,] 5.734337 5.544662
#> [175,] 4.955513 4.903826
#> [176,] 5.075242 5.002342
#> [177,] 4.742850 4.728841
#> [178,] 6.084080 5.832440
#> [179,] 5.488487 5.342371
#> [180,] 6.368493 6.066463
#> [181,] 6.152221 5.888509
#> [182,] 4.994293 4.935735
#> [183,] 6.043995 5.799458
#> [184,] 4.302991 4.366914
#> [185,] 5.415452 5.282276
#> [186,] 5.832447 5.625390
#> [187,] 4.392239 4.440350
#> [188,] 4.756218 4.739841
#> [189,] 5.659443 5.483038
#> [190,] 4.122985 4.218800
#> [191,] 6.212688 5.938262
#> [192,] 5.526535 5.373678
#> [193,] 4.518568 4.544296
#> [194,] 3.385341 3.611848
#> [195,] 5.054913 4.985615
#> [196,] 5.007161 4.946324
#> [197,] 4.732371 4.720219
#> [198,] 4.785316 4.763784
#> [199,] 4.780199 4.759573
#> [200,] 5.199922 5.104932
#> [201,] 5.602354 5.436064
#> [202,] 5.404987 5.273665
#> [203,] 4.021369 4.135188
#> [204,] 4.505543 4.533579
#> [205,] 4.144757 4.236715
#> [206,] 5.171234 5.081327
#> [207,] 4.300503 4.364867
#> [208,] 4.750591 4.735211
#> [209,] 3.957239 4.082420
#> [210,] 4.785676 4.764079
#> [211,] 5.355651 5.233070
#> [212,] 6.574717 6.236149
#> [213,] 5.605902 5.438983
#> [214,] 6.364228 6.062954
#> [215,] 4.796778 4.773215
#> [216,] 5.611365 5.443478
#> [217,] 5.557392 5.399068
#> [218,] 4.531706 4.555107
#> [219,] 5.587941 5.424205
#> [220,] 5.263323 5.157100
#> [221,] 5.227828 5.127894
#> [222,] 4.995019 4.936333
#> [223,] 5.734968 5.545182
#> [224,] 4.334080 4.392495
#> [225,] 6.134169 5.873655
#> [226,] 6.407710 6.098732
#> [227,] 5.718224 5.531405
#> [228,] 5.921862 5.698963
#> [229,] 4.360461 4.414202
#> [230,] 6.069347 5.820318
#> [231,] 4.779575 4.759059
#> [232,] 5.148684 5.062772
#> [233,] 5.300570 5.187748
#> [234,] 4.984752 4.927885
#> [235,] 4.949192 4.898625
#> [236,] 5.982488 5.748848
#> [237,] 6.368157 6.066186
#> [238,] 5.881029 5.665365
#> [239,] 7.260049 6.800058
#> [240,] 6.332186 6.036588
#> [241,] 6.729272 6.363321
#> [242,] 5.313300 5.198223
#> [243,] 5.470787 5.327807
#> [244,] 5.628206 5.457335
#> [245,] 5.466409 5.324205
#> [246,] 6.528997 6.198529
#> [247,] 5.564128 5.404610
#> [248,] 6.085602 5.833693
#> [249,] 5.764220 5.569252
#> [250,] 5.529870 5.376422
#> [251,] 5.974364 5.742163
#> [252,] 6.818236 6.436523
#> [253,] 5.472396 5.329131
#> [254,] 5.313063 5.198028
#> [255,] 4.534065 4.557048
#> [256,] 5.026676 4.962381
#> [257,] 5.618981 5.449745
#> [258,] 7.016157 6.599378
#> [259,] 6.371164 6.068661
#> [260,] 3.860973 4.003210
#> [261,] 5.028908 4.964218
#> [262,] 6.787822 6.411497
#> [263,] 5.096749 5.020039
#> [264,] 5.766439 5.571077
#> [265,] 5.675508 5.496257
#> [266,] 5.532057 5.378222
#> [267,] 5.949803 5.721954
#> [268,] 5.406130 5.274605
#> [269,] 6.288519 6.000658
#> [270,] 5.639615 5.466723
#> [271,] 5.946318 5.719086
#> [272,] 5.657873 5.481746
#> [273,] 6.858245 6.469443
#> [274,] 4.814226 4.787571
#> [275,] 6.342385 6.044980
#> [276,] 4.642912 4.646610
#> [277,] 5.733384 5.543879
#> [278,] 5.778046 5.580627
#> [279,] 5.682257 5.501810
#> [280,] 5.344076 5.223546
#> [281,] 5.961472 5.731555
#> [282,] 4.204166 4.285598
#> [283,] 4.949362 4.898765
#> [284,] 4.998263 4.939002
#> [285,] 6.678251 6.321340
#> [286,] 5.353890 5.231621
#> [287,] 4.885490 4.846209
#> [288,] 5.632033 5.460485
#> [289,] 6.267559 5.983412
#> [290,] 5.701965 5.518026
#> [291,] 5.326891 5.209406
#> [292,] 5.386594 5.258531
#> [293,] 6.054619 5.808199
#> [294,] 5.409301 5.277215
#> [295,] 5.338910 5.219295
#> [296,] 5.417169 5.283689
#> [297,] 4.937544 4.889041
#> [298,] 6.031332 5.789038
#> [299,] 7.087790 6.658319
#> [300,] 5.204665 5.108835
#> [301,] 6.309493 6.017916
#> 
#> [[4]]
#>              x1       x2         x3        x4       x5          x6       x7
#>   [1,] 4.032568 5.405376 1.47240434 2.8441002 4.095010  1.98362679 4.586023
#>   [2,] 4.828041 6.006615 2.15761843 2.2614599 3.435204  1.44092791 4.825851
#>   [3,] 4.669179 5.886544 2.02077656 0.7260910 1.696490  0.01081250 3.670349
#>   [4,] 5.576181 6.572080 2.80206065 3.4638539 4.796844  2.56089476 3.832228
#>   [5,] 4.944472 6.094617 2.25791154 3.7613442 5.133734  2.83799132 4.300866
#>   [6,] 4.322075 5.624193 1.72178321 1.5600187 2.640864  0.78757235 4.646567
#>   [7,] 3.441285 4.958469 0.96307842 4.3286183 5.776138  3.36637729 4.194954
#>   [8,] 5.429483 6.461201 2.67569591 3.0156096 4.289234  2.14337872 4.325487
#>   [9,] 4.665002 5.883386 2.01717777 3.6135530 4.966369  2.70033157 4.234183
#>  [10,] 4.411676 5.691916 1.79896555 2.7153613 3.949220  1.86371323 3.800341
#>  [11,] 4.158030 5.500203 1.58047632 1.8303422 2.946989  1.03936450 3.689859
#>  [12,] 5.814242 6.752013 3.00712459 2.5906907 3.808038  1.74758910 3.837945
#>  [13,] 4.938751 6.090294 2.25298379 2.9333144 4.196039  2.06672507 4.443688
#>  [14,] 5.026587 6.156682 2.32864426 3.5714303 4.918668  2.66109652 4.068325
#>  [15,] 5.442834 6.471293 2.68719656 4.6906238 6.186087  3.70356639 4.076532
#>  [16,] 4.149835 5.494010 1.57341774 2.3943088 3.585648  1.56466967 3.399702
#>  [17,] 5.051831 6.175762 2.35038935 2.2269247 3.396095  1.40876024 4.776931
#>  [18,] 5.097296 6.210126 2.38955314 2.1020338 3.254664  1.29243089 4.600770
#>  [19,] 5.674906 6.646699 2.88710166 3.6349853 4.990640  2.72029462 4.232708
#>  [20,] 5.579415 6.574524 2.80484654 2.9330193 4.195705  2.06645022 4.289395
#>  [21,] 5.171661 6.266333 2.45361052 1.2181021 2.253664  0.46909505 3.466299
#>  [22,] 6.465502 7.244252 3.56811445 2.3486731 3.533968  1.52216248 4.390011
#>  [23,] 4.817259 5.998467 2.14833157 3.6107560 4.963201  2.69772629 4.144378
#>  [24,] 4.143087 5.488910 1.56760516 1.7616138 2.869158  0.97534760 4.611085
#>  [25,] 4.875519 6.042500 2.19851543 2.1202464 3.275288  1.30939495 4.055093
#>  [26,] 5.070099 6.189569 2.36612538 2.3676087 3.555411  1.53980000 5.282218
#>  [27,] 6.177447 7.026532 3.31998591 2.1838759 3.347345  1.36866249 4.069661
#>  [28,] 5.542350 6.546509 2.77291835 1.0700193 2.085969  0.33116368 3.862233
#>  [29,] 5.659820 6.635297 2.87410688 2.6783863 3.907348  1.82927295 5.508847
#>  [30,] 3.099472 4.700117 0.66864325 2.2765166 3.452255  1.45495251 3.719300
#>  [31,] 4.103652 5.459103 1.53363551 3.0925504 4.376365  2.21504506 4.481013
#>  [32,] 3.875016 5.286294 1.33669014 2.2475832 3.419490  1.42800253 2.812511
#>  [33,] 5.010645 6.144633 2.31491244 3.3935865 4.717270  2.49544436 3.355345
#>  [34,] 5.327511 6.384128 2.58785825 3.2840169 4.593189  2.39338601 3.988063
#>  [35,] 3.167367 4.751434 0.72712728 1.5046871 2.578204  0.73603386 3.682424
#>  [36,] 4.472788 5.738106 1.85160622 2.3426748 3.527175  1.51657533 2.979195
#>  [37,] 5.816650 6.753833 3.00919892 2.7600883 3.999871  1.90537410 3.279008
#>  [38,] 4.635774 5.861295 1.99200143 2.2854904 3.462417  1.46331105 3.418768
#>  [39,] 5.029412 6.158817 2.33107787 4.1058484 5.523864  3.15887888 4.207906
#>  [40,] 5.922414 6.833772 3.10030312 3.5857282 4.934859  2.67441422 4.037520
#>  [41,] 5.535851 6.541597 2.76732054 3.3623190 4.681861  2.46632033 3.600554
#>  [42,] 4.115933 5.468386 1.54421450 2.5612777 3.774730  1.72019243 3.774818
#>  [43,] 4.047785 5.416877 1.48551237 1.7328042 2.836533  0.94851292 3.207476
#>  [44,] 4.688264 5.900969 2.03721588 2.3145244 3.495297  1.49035472 4.604466
#>  [45,] 5.684171 6.653702 2.89508231 3.8120752 5.191184  2.88524458 4.879149
#>  [46,] 5.670811 6.643604 2.88357411 3.2436156 4.547437  2.35575437 3.743259
#>  [47,] 6.697802 7.419830 3.76821551 1.3099318 2.357655  0.55462952 5.132107
#>  [48,] 4.001098 5.381590 1.44529681 2.0205787 3.162421  1.21655981 5.203646
#>  [49,] 4.332503 5.632075 1.73076596 2.1899881 3.354267  1.37435577 4.974453
#>  [50,] 4.914137 6.071690 2.23178146 3.4786919 4.813647  2.57471555 4.200917
#>  [51,] 5.632221 6.614436 2.85033270 1.5512940 2.630984  0.77944572 4.402924
#>  [52,] 5.912256 6.826094 3.09155301 2.4835339 3.686690  1.64777821 3.848457
#>  [53,] 5.360279 6.408895 2.61608416 1.7339471 2.837827  0.94957747 3.557268
#>  [54,] 4.321422 5.623700 1.72122126 2.2732157 3.448517  1.45187788 3.922468
#>  [55,] 5.513610 6.524787 2.74816264 3.1228334 4.410658  2.24325206 4.247367
#>  [56,] 4.986602 6.126460 2.29420162 2.8673441 4.121332  2.00527725 4.692594
#>  [57,] 4.594922 5.830418 1.95681162 1.7337517 2.837606  0.94939552 4.420412
#>  [58,] 5.313577 6.373596 2.57585513 2.8508037 4.102601  1.98987068 4.220894
#>  [59,] 4.147793 5.492466 1.57165824 1.5124336 2.586977  0.74324936 3.340452
#>  [60,] 4.730148 5.932625 2.07329421 1.7677761 2.876137  0.98108748 3.467524
#>  [61,] 4.875804 6.042716 2.19876137 3.6102367 4.962613  2.69724262 5.264306
#>  [62,] 4.508593 5.765168 1.88244839 2.9585351 4.224600  2.09021689 4.247957
#>  [63,] 4.668285 5.885868 2.02000651 1.6976893 2.796768  0.91580524 3.104616
#>  [64,] 4.309847 5.614951 1.71125068 3.7985375 5.175853  2.87263493 4.531328
#>  [65,] 4.518510 5.772664 1.89099119 2.8729401 4.127669  2.01048958 3.693749
#>  [66,] 4.996508 6.133947 2.30273470 3.5196228 4.859999  2.61284057 4.595039
#>  [67,] 5.373250 6.418699 2.62725701 2.1461821 3.304659  1.33355270 4.005620
#>  [68,] 5.859435 6.786171 3.04605365 2.1392461 3.296804  1.32709224 4.896659
#>  [69,] 3.225900 4.795675 0.77754683 2.1305831 3.286994  1.31902308 3.779267
#>  [70,] 4.391570 5.676720 1.78164630 3.8431899 5.226419  2.91422625 4.277364
#>  [71,] 2.430723 4.194659 0.09258775 2.1400416 3.297705  1.32783320 3.814825
#>  [72,] 5.649575 6.627553 2.86528182 1.7527292 2.859097  0.96707209 4.406965
#>  [73,] 4.780477 5.970665 2.11664725 2.2024834 3.368417  1.38599443 4.843876
#>  [74,] 5.576208 6.572100 2.80208377 3.5879496 4.937375  2.67648334 4.116439
#>  [75,] 4.195968 5.528878 1.61315589 2.4612115 3.661411  1.62698604 3.918325
#>  [76,] 4.561157 5.804898 1.92772698 1.9389904 3.070027  1.14056456 4.311349
#>  [77,] 4.939173 6.090612 2.25334667 3.2181797 4.518632  2.33206216 4.319078
#>  [78,] 4.409235 5.690071 1.79686264 0.6448131 1.604448 -0.06489357 4.001070
#>  [79,] 5.446173 6.473816 2.69007258 3.3621089 4.681623  2.46612459 5.227117
#>  [80,] 5.085930 6.201535 2.37976233 1.1843240 2.215412  0.43763250 3.809131
#>  [81,] 4.080036 5.441254 1.51329335 2.2438825 3.415299  1.42455552 4.657663
#>  [82,] 5.811139 6.749667 3.00445102 4.0717687 5.485271  3.12713542 4.992491
#>  [83,] 5.220542 6.303278 2.49571554 1.9153919 3.043303  1.11858379 4.376586
#>  [84,] 5.073406 6.192069 2.36897425 2.1962340 3.361340  1.38017342 4.460056
#>  [85,] 4.037901 5.409407 1.47699822 1.2393420 2.277717  0.48887891 3.678176
#>  [86,] 5.106191 6.216849 2.39721496 3.9623362 5.361345  3.02520483 4.764129
#>  [87,] 5.425960 6.458539 2.67266137 2.8051078 4.050853  1.94730738 4.252372
#>  [88,] 5.232355 6.312207 2.50589180 3.3932698 4.716911  2.49514934 4.204648
#>  [89,] 4.639860 5.864383 1.99552083 1.3796399 2.436596  0.61955894 3.554177
#>  [90,] 4.387202 5.673418 1.77788354 3.2817530 4.590625  2.39127734 4.519473
#>  [91,] 4.223367 5.549587 1.63675763 2.4420738 3.639739  1.60916031 5.189169
#>  [92,] 5.102686 6.214199 2.39419538 1.4657990 2.534166  0.69981164 5.328671
#>  [93,] 4.531944 5.782818 1.90256330 1.0445344 2.057109  0.30742584 4.113954
#>  [94,] 4.488280 5.749815 1.86495150 2.1061736 3.259352  1.29628688 3.810679
#>  [95,] 4.558859 5.803161 1.92574757 3.2245639 4.525862  2.33800870 4.029129
#>  [96,] 4.252403 5.571533 1.66176869 3.4707941 4.804703  2.56735920 3.221641
#>  [97,] 3.991015 5.373969 1.43661082 4.0219595 5.428865  3.08074072 4.503520
#>  [98,] 5.968289 6.868445 3.13981909 4.6381236 6.126634  3.65466522 4.545688
#>  [99,] 4.042003 5.412507 1.48053157 2.0071720 3.147238  1.20407215 4.381499
#> [100,] 5.331656 6.387262 2.59142893 3.5042776 4.842621  2.59854730 3.772686
#> [101,] 6.568118 7.321812 3.65650677 2.9064003 4.165561  2.04165601 3.878603
#> [102,] 5.400883 6.439585 2.65105991 2.5859737 3.802697  1.74319546 4.318555
#> [103,] 5.486757 6.504491 2.72503112 3.1393354 4.429346  2.25862283 4.539592
#> [104,] 5.074593 6.192966 2.36999678 3.3003154 4.611646  2.40856725 3.631267
#> [105,] 6.167866 7.019291 3.31173328 4.0420222 5.451585  3.09942810 4.282011
#> [106,] 5.256908 6.330765 2.52704153 3.3924231 4.715953  2.49436072 4.765093
#> [107,] 5.854073 6.782118 3.04143452 4.6112667 6.096220  3.62964945 4.771048
#> [108,] 6.345492 7.153545 3.46473874 2.6293205 3.851784  1.78357077 5.250775
#> [109,] 5.150706 6.250495 2.43555988 4.8693197 6.388450  3.87001224 5.299781
#> [110,] 5.029351 6.158771 2.33102508 2.6806569 3.909920  1.83138795 3.287943
#> [111,] 5.565698 6.564157 2.79303064 3.4179790 4.744893  2.51816470 4.044134
#> [112,] 5.402668 6.440934 2.65259746 3.4413546 4.771365  2.53993785 4.372083
#> [113,] 5.934025 6.842548 3.11030429 2.4721770 3.673829  1.63719986 4.276289
#> [114,] 5.036362 6.164070 2.33706450 3.7946540 5.171455  2.86901765 3.882719
#> [115,] 6.259829 7.088799 3.39094915 1.4533374 2.520054  0.68820433 3.959942
#> [116,] 4.015953 5.392818 1.45809266 3.4125964 4.738798  2.51315106 5.080195
#> [117,] 5.211880 6.296732 2.48825474 3.6604095 5.019431  2.74397591 4.888427
#> [118,] 5.023966 6.154701 2.32638696 2.1907490 3.355128  1.37506447 4.936347
#> [119,] 5.052120 6.175980 2.35063813 2.2045570 3.370765  1.38792587 4.078988
#> [120,] 4.062899 5.428301 1.49853178 2.8787685 4.134269  2.01591846 4.230011
#> [121,] 5.202301 6.289491 2.48000325 3.1534203 4.445296  2.27174219 4.864904
#> [122,] 4.572714 5.813633 1.93768215 2.5726309 3.787587  1.73076735 4.576019
#> [123,] 6.301461 7.120265 3.42681049 5.0052248 6.542354  3.99660068 5.322746
#> [124,] 5.037768 6.165133 2.33827571 2.9073322 4.166616  2.04252405 3.571742
#> [125,] 6.426503 7.214776 3.53452103 3.0191987 4.293298  2.14672177 4.508458
#> [126,] 5.543545 6.547412 2.77394774 2.9296513 4.191891  2.06331314 4.467301
#> [127,] 4.357188 5.650733 1.75203006 4.5084317 5.979766  3.53386407 4.350136
#> [128,] 5.304968 6.367090 2.56844019 3.1764265 4.471349  2.29317121 3.844468
#> [129,] 5.689870 6.658009 2.89999121 3.0645748 4.344684  2.18898722 4.006417
#> [130,] 5.361493 6.409813 2.61712998 2.2261894 3.395262  1.40807537 4.883701
#> [131,] 5.757220 6.708914 2.95800644 4.7131372 6.211583  3.72453647 4.839318
#> [132,] 5.341806 6.394933 2.60017216 2.9056260 4.164684  2.04093480 5.395471
#> [133,] 5.143148 6.244782 2.42904933 2.0995640 3.251867  1.29013045 4.692953
#> [134,] 3.925476 5.324433 1.38015652 2.3044493 3.483887  1.48097030 3.507395
#> [135,] 5.756054 6.708033 2.95700172 3.3702323 4.690823  2.47369113 4.225521
#> [136,] 6.657863 7.389644 3.73381307 3.5436291 4.887184  2.63520116 4.842414
#> [137,] 5.370258 6.416438 2.62468016 3.5829563 4.931720  2.67183234 4.561422
#> [138,] 4.603234 5.836701 1.96397164 3.3822005 4.704376  2.48483890 3.738600
#> [139,] 5.226436 6.307733 2.50079320 3.1079138 4.393763  2.22935526 4.605675
#> [140,] 4.501880 5.760094 1.87666602 3.9010709 5.291966  2.96813943 5.562426
#> [141,] 4.299369 5.607031 1.70222492 3.1863633 4.482602  2.30242681 4.052775
#> [142,] 5.704543 6.669099 2.91263030 1.4804333 2.550738  0.71344272 4.034099
#> [143,] 6.154135 7.008913 3.29990569 4.3760560 5.829858  3.41056301 4.829982
#> [144,] 6.654466 7.387076 3.73088666 6.0885361 7.769140  5.00564817 4.707098
#> [145,] 3.417773 4.940698 0.94282515 2.3367292 3.520442  1.51103730 4.236571
#> [146,] 4.378687 5.666982 1.77054831 3.4509349 4.782214  2.54886134 3.909037
#> [147,] 4.296763 5.605061 1.69997972 2.9209953 4.182089  2.05525048 4.587941
#> [148,] 4.329740 5.629986 1.72838608 1.5216724 2.597439  0.75185475 3.628934
#> [149,] 4.898768 6.060073 2.21854204 4.6970132 6.193323  3.70951775 4.592608
#> [150,] 5.698964 6.664882 2.90782467 3.0554781 4.334382  2.18051417 4.266101
#> [151,] 7.255204 7.841130 4.24835710 5.5199368 7.125235  4.47602782 5.815776
#> [152,] 5.275402 6.344743 2.54297205 2.8484888 4.099979  1.98771449 5.447379
#> [153,] 4.980023 6.121488 2.28853491 3.1724060 4.466796  2.28942630 4.851128
#> [154,] 4.699072 5.909138 2.04652594 2.1120604 3.266018  1.30177017 4.729815
#> [155,] 5.329295 6.385477 2.58939490 2.0973816 3.249395  1.28809759 3.895206
#> [156,] 4.483239 5.746005 1.86060870 3.3872401 4.710083  2.48953302 4.026154
#> [157,] 3.436889 4.955146 0.95929107 2.2302431 3.399853  1.41185115 3.196608
#> [158,] 5.044511 6.170230 2.34408439 2.7893902 4.033054  1.93266729 3.992291
#> [159,] 4.715211 5.921336 2.06042800 3.6458111 5.002899  2.73037833 4.098212
#> [160,] 4.450059 5.720927 1.83202842 2.8734544 4.128251  2.01096861 3.888994
#> [161,] 4.024711 5.399437 1.46563655 4.2557992 5.693675  3.29855017 4.133773
#> [162,] 5.342472 6.395436 2.60074532 4.0838018 5.498898  3.13834358 4.512483
#> [163,] 6.463687 7.242880 3.56655111 5.4279236 7.021035  4.39032237 5.672994
#> [164,] 4.629585 5.856617 1.98666992 2.9798088 4.248691  2.11003221 3.659825
#> [165,] 4.315050 5.618883 1.71573215 3.1402528 4.430385  2.25947731 4.037456
#> [166,] 4.122434 5.473299 1.54981461 2.8915206 4.148710  2.02779636 3.547285
#> [167,] 4.972655 6.115919 2.28218790 3.1114003 4.397711  2.23260270 3.131519
#> [168,] 4.443519 5.715984 1.82639446 1.8473987 2.966305  1.05525171 4.675261
#> [169,] 5.508315 6.520785 2.74360155 2.8296633 4.078661  1.97017953 3.557778
#> [170,] 3.802496 5.231482 1.27422269 2.0492160 3.194851  1.24323389 2.990585
#> [171,] 4.798120 5.984000 2.13184485 4.4070265 5.864930  3.43941045 3.186898
#> [172,] 4.988729 6.128068 2.29603384 2.1818094 3.345005  1.36673771 2.891930
#> [173,] 6.522516 7.287345 3.61722590 3.7871733 5.162984  2.86204972 3.486723
#> [174,] 5.487147 6.504785 2.72536716 4.1923326 5.621802  3.23943439 3.978458
#> [175,] 4.771291 5.963723 2.10873487 3.0887268 4.372035  2.21148360 3.831077
#> [176,] 5.005985 6.141111 2.31089836 5.4456612 7.041122  4.40684403 4.357846
#> [177,] 4.156174 5.498801 1.57887818 2.7999362 4.044996  1.94249030 2.564772
#> [178,] 5.760702 6.711545 2.96100522 4.1396557 5.562149  3.19036855 4.833500
#> [179,] 4.993037 6.131324 2.29974467 3.6532355 5.011307  2.73729375 4.457528
#> [180,] 5.849624 6.778755 3.03760171 1.8217895 2.937304  1.03139812 5.887354
#> [181,] 4.500966 5.759404 1.87587882 3.0900071 4.373484  2.21267608 4.571962
#> [182,] 5.196244 6.284913 2.47478555 3.4608169 4.793404  2.55806591 4.103850
#> [183,] 4.801718 5.986720 2.13494388 3.9160735 5.308955  2.98211353 4.889747
#> [184,] 3.665598 5.128010 1.15629928 1.5722416 2.654706  0.79895738 3.776563
#> [185,] 4.855857 6.027640 2.18157908 2.8183299 4.065826  1.95962305 4.738075
#> [186,] 5.287720 6.354053 2.55358262 3.1304832 4.419321  2.25037747 4.199578
#> [187,] 4.353170 5.647695 1.74856823 3.3140464 4.627196  2.42135697 3.583138
#> [188,] 4.566312 5.808794 1.93216731 3.5984156 4.949227  2.68623188 3.768396
#> [189,] 3.934432 5.331203 1.38787139 3.0305750 4.306181  2.15731821 3.716729
#> [190,] 4.579524 5.818780 1.94354814 1.9225495 3.051408  1.12525074 3.247716
#> [191,] 4.341158 5.638616 1.73822130 2.5248332 3.733459  1.68624636 5.293440
#> [192,] 5.729553 6.688002 2.93417374 3.4118286 4.737928  2.51243593 3.960749
#> [193,] 4.321261 5.623578 1.72108246 3.3488851 4.666648  2.45380738 4.304983
#> [194,] 4.033774 5.406288 1.47344369 0.2701632 1.180179 -0.41386021 2.484485
#> [195,] 3.757197 5.197244 1.23520254 2.8201080 4.067840  1.96127930 4.580199
#> [196,] 5.542526 6.546642 2.77307007 4.9949488 6.530717  3.98702914 4.687628
#> [197,] 4.976355 6.118715 2.28537501 5.0208947 6.560100  4.01119642 3.850669
#> [198,] 4.823559 6.003228 2.15375781 3.2486495 4.553137  2.36044313 3.581699
#> [199,] 4.299026 5.606772 1.70192962 2.0744423 3.223418  1.26673086 3.286742
#> [200,] 4.534401 5.784675 1.90467942 2.6226992 3.844286  1.77740332 3.505554
#> [201,] 5.642448 6.622166 2.85914267 3.9117751 5.304088  2.97810983 4.729185
#> [202,] 5.225451 6.306989 2.49994435 4.2659899 5.705215  3.30804222 4.089005
#> [203,] 4.136326 5.483799 1.56178091 2.4003792 3.592522  1.57032398 3.173901
#> [204,] 4.754427 5.950976 2.09420839 2.9606357 4.226979  2.09217343 3.813626
#> [205,] 3.946784 5.340538 1.39851094 2.4897201 3.693695  1.65354035 3.176120
#> [206,] 5.467935 6.490264 2.70881787 2.9076008 4.166920  2.04277418 4.651363
#> [207,] 5.068381 6.188271 2.36464548 2.5049007 3.710886  1.66768022 4.038679
#> [208,] 3.371508 4.905729 0.90297239 3.1962689 4.493820  2.31165340 3.608262
#> [209,] 5.529895 6.537096 2.76219005 1.1651422 2.193690  0.41976569 2.929558
#> [210,] 4.311405 5.616128 1.71259256 3.0294953 4.304958  2.15631256 3.864262
#> [211,] 5.518240 6.528286 2.75215040 4.2118844 5.643944  3.25764581 4.021212
#> [212,] 5.536836 6.542342 2.76816925 3.1057324 4.391292  2.22732335 4.797573
#> [213,] 4.230743 5.555162 1.64311108 3.4937879 4.830742  2.58877666 3.984917
#> [214,] 5.771417 6.719644 2.97023531 4.9744320 6.507483  3.96791887 4.537782
#> [215,] 3.622418 5.095374 1.11910464 2.5513813 3.763523  1.71097447 3.352334
#> [216,] 3.991424 5.374278 1.43696364 2.9700665 4.237659  2.10095775 4.206155
#> [217,] 6.092144 6.962058 3.24650696 5.4079050 6.998366  4.37167615 4.262539
#> [218,] 4.645969 5.869001 2.00078350 2.4742071 3.676128  1.63909082 3.759623
#> [219,] 4.833134 6.010465 2.16200549 3.3756141 4.696917  2.47870399 4.355965
#> [220,] 4.558316 5.802751 1.92528013 1.8466166 2.965419  1.05452321 3.630263
#> [221,] 4.200746 5.532490 1.61727213 1.7973470 2.909624  1.00863121 3.423209
#> [222,] 3.502138 5.004463 1.01549667 3.0149579 4.288496  2.14277170 3.258644
#> [223,] 6.469825 7.247519 3.57183803 3.1662391 4.459813  2.28368220 3.993160
#> [224,] 3.941904 5.336850 1.39430715 3.2603435 4.566380  2.37133550 3.699542
#> [225,] 5.424052 6.457097 2.67101821 2.8308030 4.079951  1.97124110 4.683963
#> [226,] 5.089802 6.204462 2.38309782 2.5057057 3.711798  1.66843005 4.458730
#> [227,] 5.599159 6.589447 2.82185348 2.9571606 4.223044  2.08893658 4.399119
#> [228,] 4.084215 5.444413 1.51689330 2.9732197 4.241230  2.10389478 4.744397
#> [229,] 3.986759 5.370752 1.43294507 2.6475204 3.872395  1.80052301 3.034764
#> [230,] 6.466199 7.244779 3.56871485 4.9201431 6.446004  3.91735156 3.856499
#> [231,] 3.234731 4.802350 0.78515426 2.8568179 4.109412  1.99547258 3.564368
#> [232,] 4.969824 6.113779 2.27974902 2.7383273 3.975228  1.88510490 4.094209
#> [233,] 3.209895 4.783578 0.76376043 4.3090485 5.753976  3.34814906 3.964368
#> [234,] 4.664592 5.883077 2.01682506 2.7184240 3.952689  1.86656600 3.864821
#> [235,] 4.034743 5.407020 1.47427833 1.9755459 3.111424  1.17461405 4.081106
#> [236,] 3.479318 4.987215 0.99583984 2.8778628 4.133244  2.01507489 4.641159
#> [237,] 5.858280 6.785298 3.04505870 4.1970908 5.627191  3.24386633 5.044855
#> [238,] 6.248805 7.080467 3.38145322 4.0126736 5.418349  3.07209144 4.989737
#> [239,] 5.672995 6.645254 2.88545517 4.9465835 6.475946  3.94197937 4.912714
#> [240,] 4.850531 6.023614 2.17699134 4.0741660 5.487986  3.12936836 5.699951
#> [241,] 6.731943 7.445636 3.79762479 4.1032562 5.520929  3.15646441 3.891294
#> [242,] 4.831230 6.009026 2.16036602 4.2672075 5.706594  3.30917641 3.953539
#> [243,] 4.977203 6.119356 2.28610575 3.2134563 4.513283  2.32766253 4.301497
#> [244,] 5.100421 6.212487 2.39224437 3.5671425 4.913812  2.65710260 4.307669
#> [245,] 4.015563 5.392523 1.45775683 2.7299317 3.965721  1.87728483 3.528733
#> [246,] 6.138340 6.996974 3.28629970 3.4737318 4.808030  2.57009544 4.592790
#> [247,] 5.337788 6.391896 2.59671040 3.7681609 5.141453  2.84434068 4.321741
#> [248,] 5.255875 6.329984 2.52615129 3.9924472 5.395444  3.05325164 4.897038
#> [249,] 5.008713 6.143172 2.31324813 3.1874420 4.483824  2.30343158 4.914565
#> [250,] 4.289648 5.599684 1.69385135 3.1306542 4.419515  2.25053674 4.662668
#> [251,] 5.052078 6.175949 2.35060229 3.5362189 4.878793  2.62829893 4.658544
#> [252,] 5.914346 6.827674 3.09335346 5.9627994 7.626750  4.88853107 5.707032
#> [253,] 6.078952 6.952087 3.23514324 4.6158187 6.101375  3.63388941 4.205682
#> [254,] 4.705864 5.914271 2.05237654 4.3893010 5.844857  3.42290009 4.274670
#> [255,] 4.511215 5.767150 1.88470696 4.7110810 6.209254  3.72262125 3.724622
#> [256,] 5.706054 6.670242 2.91393239 3.3120819 4.624971  2.41952706 4.467883
#> [257,] 5.326391 6.383282 2.58689329 3.1181902 4.405400  2.23892722 4.129443
#> [258,] 5.418929 6.453224 2.66660469 4.7219905 6.221608  3.73278287 4.608745
#> [259,] 6.456777 7.237657 3.56059849 3.1183826 4.405618  2.23910643 4.853124
#> [260,] 3.688794 5.145543 1.17628044 3.2714868 4.578999  2.38171487 3.115361
#> [261,] 4.390384 5.675823 1.78062454 3.5895946 4.939237  2.67801556 3.755445
#> [262,] 4.676469 5.892053 2.02705565 2.9523707 4.217619  2.08447499 5.568967
#> [263,] 4.813433 5.995574 2.14503507 3.5172611 4.857324  2.61064070 4.383236
#> [264,] 5.690566 6.658535 2.90059066 4.2213900 5.654708  3.26649975 4.703540
#> [265,] 5.101434 6.213253 2.39311717 3.9927548 5.395792  3.05353815 4.928295
#> [266,] 4.548302 5.795181 1.91665366 3.9179387 5.311068  2.98385087 3.876574
#> [267,] 5.459075 6.483568 2.70118640 5.5756348 7.188310  4.52790763 4.442756
#> [268,] 5.116600 6.224716 2.40618075 3.9670788 5.366716  3.02962229 3.596324
#> [269,] 6.765352 7.470887 3.82640303 4.6127744 6.097928  3.63105376 4.715587
#> [270,] 4.982811 6.123595 2.29093661 2.9486203 4.213372  2.08098173 4.186972
#> [271,] 5.573468 6.570029 2.79972373 3.5996695 4.950647  2.68739983 3.928899
#> [272,] 5.122539 6.229205 2.41129647 3.2762180 4.584357  2.38612176 4.384113
#> [273,] 4.263631 5.580020 1.67144051 2.7280010 3.963534  1.87548646 5.344572
#> [274,] 5.324132 6.381575 2.58494757 2.7461392 3.984075  1.89238123 4.663839
#> [275,] 5.667848 6.641364 2.88102196 2.5844030 3.800918  1.74173248 4.968629
#> [276,] 4.238344 5.560907 1.64965853 1.5900562 2.674879  0.81555067 3.112379
#> [277,] 5.019315 6.151186 2.32238049 3.3270164 4.641883  2.43343784 3.885027
#> [278,] 4.430267 5.705967 1.81497909 3.3053293 4.617324  2.41323742 4.090789
#> [279,] 5.749994 6.703453 2.95178196 1.9317771 3.061858  1.13384575 4.549857
#> [280,] 5.504988 6.518270 2.74073554 3.2505399 4.555278  2.36220400 4.077880
#> [281,] 3.530592 5.025969 1.04000616 2.8402569 4.090657  1.98004696 4.280777
#> [282,] 5.519207 6.529017 2.75298371 4.2975021 5.740901  3.33739425 3.379879
#> [283,] 4.485328 5.747584 1.86240819 3.2771821 4.585449  2.38701982 3.001246
#> [284,] 5.428840 6.460716 2.67514245 3.6408350 4.997264  2.72574335 4.173189
#> [285,] 4.837824 6.014010 2.16604543 2.0915892 3.242836  1.28270231 4.619232
#> [286,] 5.241260 6.318938 2.51356259 3.0375234 4.314050  2.16379029 3.731130
#> [287,] 6.017661 6.905762 3.18234821 4.5283887 6.002366  3.55245294 4.255408
#> [288,] 4.482331 5.745319 1.85982712 2.6114960 3.831599  1.76696819 4.758535
#> [289,] 4.745692 5.944374 2.08668389 3.4932192 4.830098  2.58824701 5.152877
#> [290,] 5.744854 6.699567 2.94735408 3.1028103 4.387983  2.22460161 4.141588
#> [291,] 4.563305 5.806521 1.92957754 3.0862860 4.369271  2.20921011 4.597520
#> [292,] 3.762376 5.201158 1.23966326 2.1167881 3.271372  1.30617373 4.218598
#> [293,] 4.913009 6.070837 2.23080982 2.7940317 4.038310  1.93699057 4.072910
#> [294,] 5.555514 6.556459 2.78425809 3.7455957 5.115899  2.82332242 4.031732
#> [295,] 4.526301 5.778553 1.89770224 3.6277262 4.982419  2.71353314 4.207911
#> [296,] 5.647688 6.626126 2.86365571 2.9928432 4.263452  2.12217304 3.541994
#> [297,] 5.242827 6.320122 2.51491181 2.1164422 3.270980  1.30585155 4.206350
#> [298,] 4.281248 5.593335 1.68661533 2.6695019 3.897287  1.82099758 4.309922
#> [299,] 4.575092 5.815430 1.93973042 3.8383302 5.220916  2.90969972 4.441346
#> [300,] 4.368067 5.658955 1.76140114 3.0427231 4.319938  2.16863359 4.188980
#> [301,] 5.383419 6.426385 2.63601688 4.1578583 5.582762  3.20732334 4.521584
#>              x8       x9
#>   [1,] 6.031395 5.798546
#>   [2,] 6.333678 6.052941
#>   [3,] 4.877265 4.827256
#>   [4,] 5.081301 4.998968
#>   [5,] 5.671979 5.496070
#>   [6,] 6.107705 5.862767
#>   [7,] 5.538486 5.383725
#>   [8,] 5.703011 5.522186
#>   [9,] 5.587930 5.425336
#>  [10,] 5.041109 4.965144
#>  [11,] 4.901856 4.847952
#>  [12,] 5.088506 5.005032
#>  [13,] 5.851994 5.647567
#>  [14,] 5.378881 5.249405
#>  [15,] 5.389225 5.258110
#>  [16,] 4.536137 4.540171
#>  [17,] 6.272018 6.001050
#>  [18,] 6.049982 5.814189
#>  [19,] 5.586072 5.423772
#>  [20,] 5.657521 5.483902
#>  [21,] 4.620077 4.610813
#>  [22,] 5.784338 5.590629
#>  [23,] 5.474739 5.330077
#>  [24,] 6.062983 5.825130
#>  [25,] 5.362203 5.235369
#>  [26,] 6.908890 6.537027
#>  [27,] 5.380564 5.250822
#>  [28,] 5.119118 5.030795
#>  [29,] 7.194537 6.777421
#>  [30,] 4.938964 4.879181
#>  [31,] 5.899039 5.687158
#>  [32,] 3.796033 3.917316
#>  [33,] 4.480229 4.493120
#>  [34,] 5.277717 5.164268
#>  [35,] 4.892485 4.840065
#>  [36,] 4.006124 4.094124
#>  [37,] 4.384012 4.412146
#>  [38,] 4.560168 4.560395
#>  [39,] 5.554810 5.397463
#>  [40,] 5.340054 5.216729
#>  [41,] 4.789295 4.753223
#>  [42,] 5.008939 4.938071
#>  [43,] 4.293853 4.336270
#>  [44,] 6.054641 5.818110
#>  [45,] 6.400856 6.109476
#>  [46,] 4.969162 4.904595
#>  [47,] 6.719688 6.377799
#>  [48,] 6.809857 6.453683
#>  [49,] 6.520979 6.210569
#>  [50,] 5.546001 5.390050
#>  [51,] 5.800615 5.604327
#>  [52,] 5.101755 5.016183
#>  [53,] 4.734736 4.707307
#>  [54,] 5.195040 5.094689
#>  [55,] 5.604548 5.439322
#>  [56,] 6.165719 5.911591
#>  [57,] 5.822657 5.622877
#>  [58,] 5.571180 5.411240
#>  [59,] 4.461458 4.477322
#>  [60,] 4.621622 4.612113
#>  [61,] 6.886313 6.518027
#>  [62,] 5.605291 5.439947
#>  [63,] 4.164207 4.227163
#>  [64,] 5.962457 5.740530
#>  [65,] 4.906759 4.852078
#>  [66,] 6.042760 5.808111
#>  [67,] 5.299846 5.182892
#>  [68,] 6.422925 6.128049
#>  [69,] 5.014547 4.942790
#>  [70,] 5.642356 5.471140
#>  [71,] 5.059365 4.980508
#>  [72,] 5.805707 5.608613
#>  [73,] 6.356397 6.072061
#>  [74,] 5.439524 5.300441
#>  [75,] 5.189818 5.090294
#>  [76,] 5.685192 5.507190
#>  [77,] 5.694934 5.515388
#>  [78,] 5.294111 5.178065
#>  [79,] 6.839440 6.478579
#>  [80,] 5.052188 4.974468
#>  [81,] 6.121692 5.874538
#>  [82,] 6.543713 6.229702
#>  [83,] 5.767417 5.576389
#>  [84,] 5.872625 5.664929
#>  [85,] 4.887130 4.835559
#>  [86,] 6.255883 5.987471
#>  [87,] 5.610856 5.444630
#>  [88,] 5.550704 5.394008
#>  [89,] 4.730840 4.704028
#>  [90,] 5.947515 5.727955
#>  [91,] 6.791610 6.438326
#>  [92,] 6.967440 6.586301
#>  [93,] 5.436392 5.297805
#>  [94,] 5.054140 4.976110
#>  [95,] 5.329477 5.207828
#>  [96,] 4.311707 4.351295
#>  [97,] 5.927408 5.711033
#>  [98,] 5.980556 5.755762
#>  [99,] 5.773610 5.581600
#> [100,] 5.006253 4.935810
#> [101,] 5.139752 5.048160
#> [102,] 5.694274 5.514833
#> [103,] 5.972872 5.749295
#> [104,] 4.828005 4.785800
#> [105,] 5.648213 5.476070
#> [106,] 6.257098 5.988493
#> [107,] 6.264604 5.994810
#> [108,] 6.869259 6.503674
#> [109,] 6.931028 6.555657
#> [110,] 4.395274 4.421624
#> [111,] 5.348390 5.223744
#> [112,] 5.761742 5.571613
#> [113,] 5.641002 5.470001
#> [114,] 5.144939 5.052525
#> [115,] 5.242272 5.134438
#> [116,] 6.654257 6.322733
#> [117,] 6.412550 6.119318
#> [118,] 6.472950 6.170149
#> [119,] 5.392320 5.260715
#> [120,] 5.582672 5.420912
#> [121,] 6.382901 6.094366
#> [122,] 6.018785 5.787935
#> [123,] 6.959973 6.580017
#> [124,] 4.752979 4.722660
#> [125,] 5.933632 5.716271
#> [126,] 5.881756 5.672614
#> [127,] 5.734079 5.548332
#> [128,] 5.096727 5.011951
#> [129,] 5.300850 5.183736
#> [130,] 6.406593 6.114305
#> [131,] 6.350652 6.067226
#> [132,] 7.051636 6.657158
#> [133,] 6.166171 5.911971
#> [134,] 4.671875 4.654405
#> [135,] 5.577013 5.416149
#> [136,] 6.354555 6.070511
#> [137,] 6.000388 5.772452
#> [138,] 4.963289 4.899653
#> [139,] 6.056165 5.819392
#> [140,] 7.262069 6.834254
#> [141,] 5.359281 5.232910
#> [142,] 5.335742 5.213100
#> [143,] 6.338886 6.057324
#> [144,] 6.184000 5.926976
#> [145,] 5.590940 5.427869
#> [146,] 5.178111 5.080442
#> [147,] 6.033812 5.800581
#> [148,] 4.825065 4.783327
#> [149,] 6.039695 5.805532
#> [150,] 5.628160 5.459193
#> [151,] 7.581396 7.102992
#> [152,] 7.117062 6.712220
#> [153,] 6.365538 6.079754
#> [154,] 6.212633 5.951072
#> [155,] 5.160678 5.065771
#> [156,] 5.325728 5.204673
#> [157,] 4.280155 4.324742
#> [158,] 5.283046 5.168753
#> [159,] 5.416551 5.281107
#> [160,] 5.152849 5.059182
#> [161,] 5.461373 5.318828
#> [162,] 5.938704 5.720540
#> [163,] 7.401430 6.951538
#> [164,] 4.864001 4.816093
#> [165,] 5.339973 5.216661
#> [166,] 4.722153 4.696718
#> [167,] 4.198115 4.255699
#> [168,] 6.143872 5.893204
#> [169,] 4.735379 4.707849
#> [170,] 4.020480 4.106206
#> [171,] 4.267916 4.314442
#> [172,] 3.896133 4.001558
#> [173,] 4.645820 4.632477
#> [174,] 5.265610 5.154079
#> [175,] 5.079849 4.997747
#> [176,] 5.743797 5.556510
#> [177,] 3.483778 3.654529
#> [178,] 6.343320 6.061055
#> [179,] 5.869438 5.662248
#> [180,] 7.671614 7.178918
#> [181,] 6.013672 5.783631
#> [182,] 5.423656 5.287087
#> [183,] 6.414214 6.120718
#> [184,] 5.011138 4.939921
#> [185,] 6.223043 5.959833
#> [186,] 5.544314 5.388630
#> [187,] 4.767342 4.734748
#> [188,] 5.000846 4.931259
#> [189,] 4.935723 4.876454
#> [190,] 4.344572 4.378954
#> [191,] 6.923034 6.548930
#> [192,] 5.243290 5.135295
#> [193,] 5.677168 5.500437
#> [194,] 3.382584 3.569366
#> [195,] 6.024055 5.792369
#> [196,] 6.159459 5.906322
#> [197,] 5.104543 5.018529
#> [198,] 4.765530 4.733223
#> [199,] 4.393761 4.420351
#> [200,] 4.669555 4.652452
#> [201,] 6.211839 5.950404
#> [202,] 5.404946 5.271341
#> [203,] 4.251534 4.300656
#> [204,] 5.057854 4.979236
#> [205,] 4.254331 4.303009
#> [206,] 6.113751 5.867856
#> [207,] 5.341514 5.217958
#> [208,] 4.799009 4.761398
#> [209,] 3.943560 4.041472
#> [210,] 5.121676 5.032947
#> [211,] 5.319499 5.199430
#> [212,] 6.298036 6.022945
#> [213,] 5.273752 5.160931
#> [214,] 5.970591 5.747376
#> [215,] 4.476434 4.489927
#> [216,] 5.552604 5.395607
#> [217,] 5.623671 5.455415
#> [218,] 4.989788 4.921953
#> [219,] 5.741426 5.554515
#> [220,] 4.826740 4.784736
#> [221,] 4.565766 4.565106
#> [222,] 4.358345 4.390545
#> [223,] 5.284142 5.169675
#> [224,] 4.914060 4.858223
#> [225,] 6.154841 5.902436
#> [226,] 5.870953 5.663522
#> [227,] 5.795818 5.600290
#> [228,] 6.231013 5.966540
#> [229,] 4.076163 4.153067
#> [230,] 5.111892 5.024713
#> [231,] 4.743685 4.714838
#> [232,] 5.411504 5.276861
#> [233,] 5.247851 5.139134
#> [234,] 5.122381 5.033541
#> [235,] 5.394990 5.262962
#> [236,] 6.100890 5.857032
#> [237,] 6.609714 6.285247
#> [238,] 6.540242 6.226781
#> [239,] 6.443161 6.145080
#> [240,] 7.435407 6.980132
#> [241,] 5.155747 5.061621
#> [242,] 5.234203 5.127647
#> [243,] 5.672774 5.496739
#> [244,] 5.680553 5.503286
#> [245,] 4.698770 4.677039
#> [246,] 6.039924 5.805724
#> [247,] 5.698290 5.518213
#> [248,] 6.423404 6.128453
#> [249,] 6.445495 6.147044
#> [250,] 6.127999 5.879847
#> [251,] 6.122802 5.875473
#> [252,] 7.444332 6.987643
#> [253,] 5.552007 5.395105
#> [254,] 5.638961 5.468283
#> [255,] 4.945671 4.884826
#> [256,] 5.882489 5.673231
#> [257,] 5.455914 5.314235
#> [258,] 6.060034 5.822649
#> [259,] 6.368053 6.081871
#> [260,] 4.177750 4.238560
#> [261,] 4.984521 4.917521
#> [262,] 7.270313 6.841192
#> [263,] 5.775799 5.583443
#> [264,] 6.179515 5.923201
#> [265,] 6.462800 6.161607
#> [266,] 5.137194 5.046007
#> [267,] 5.850819 5.646578
#> [268,] 4.783963 4.748736
#> [269,] 6.194699 5.935980
#> [270,] 5.528425 5.375258
#> [271,] 5.203146 5.101510
#> [272,] 5.776905 5.584373
#> [273,] 6.987482 6.603168
#> [274,] 6.129476 5.881089
#> [275,] 6.513638 6.204391
#> [276,] 4.173991 4.235397
#> [277,] 5.147849 5.054974
#> [278,] 5.407194 5.273233
#> [279,] 5.985811 5.760184
#> [280,] 5.390924 5.259540
#> [281,] 5.646658 5.474760
#> [282,] 4.511152 4.519144
#> [283,] 4.033918 4.117514
#> [284,] 5.511053 5.360638
#> [285,] 6.073252 5.833772
#> [286,] 4.953875 4.891730
#> [287,] 5.614683 5.447851
#> [288,] 6.248833 5.981537
#> [289,] 6.745867 6.399830
#> [290,] 5.471222 5.327118
#> [291,] 6.045886 5.810742
#> [292,] 5.568287 5.408805
#> [293,] 5.384659 5.254268
#> [294,] 5.332758 5.210589
#> [295,] 5.554817 5.397469
#> [296,] 4.715485 4.691106
#> [297,] 5.552850 5.395814
#> [298,] 5.683394 5.505676
#> [299,] 5.849043 5.645083
#> [300,] 5.530956 5.377388
#> [301,] 5.950175 5.730193
#> 
#> [[5]]
#>              x1       x2        x3        x4       x5          x6       x7
#>   [1,] 4.069645 5.628763 1.7080139 2.7640985 4.001268  1.93364310 4.855515
#>   [2,] 5.821621 6.557777 2.8051702 2.5551819 3.762470  1.75631694 5.556262
#>   [3,] 4.815681 6.024361 2.1752108 0.8805567 1.848318  0.33491320 2.894324
#>   [4,] 6.152984 6.733488 3.0126825 2.8527238 4.102570  2.00886733 3.965061
#>   [5,] 4.216032 5.706387 1.7996877 2.9988035 4.269544  2.13285818 4.167288
#>   [6,] 5.159945 6.206913 2.3908029 1.5692750 2.635546  0.91948984 4.699646
#>   [7,] 4.061769 5.624586 1.7030819 3.6933794 5.063467  2.72240677 3.727082
#>   [8,] 5.566202 6.422337 2.6452169 3.3095395 4.624725  2.39660757 4.417880
#>   [9,] 4.321049 5.762074 1.8654533 3.2658575 4.574795  2.35953076 5.315143
#>  [10,] 4.338293 5.771218 1.8762519 2.6801511 3.905314  1.86238947 3.287605
#>  [11,] 4.347200 5.775941 1.8818299 2.0466331 3.181182  1.32466624 3.352754
#>  [12,] 5.892367 6.595292 2.8494739 3.0625040 4.342356  2.18692654 4.211671
#>  [13,] 5.658750 6.471412 2.7031739 3.4025846 4.731079  2.47558324 4.320224
#>  [14,] 6.219258 6.768631 3.0541858 3.0402778 4.316951  2.16806118 4.537850
#>  [15,] 5.723303 6.505642 2.7435992 4.4605850 5.940408  3.37360253 4.300665
#>  [16,] 4.742548 5.985581 2.1294123 2.7758446 4.014695  1.94361311 3.888180
#>  [17,] 3.898931 5.538239 1.6011063 2.9876765 4.256825  2.12341368 3.633848
#>  [18,] 4.134959 5.663397 1.7489166 1.6762739 2.757849  1.01030937 4.495219
#>  [19,] 5.639682 6.461301 2.6912327 4.5677287 6.062877  3.46454495 3.833710
#>  [20,] 6.341494 6.833449 3.1307351 3.0067449 4.278621  2.13959875 4.045186
#>  [21,] 5.527406 6.401765 2.6209209 2.0101516 3.139482  1.29370111 4.181477
#>  [22,] 5.681011 6.483217 2.7171148 3.2063916 4.506824  2.30905671 4.745826
#>  [23,] 5.572957 6.425919 2.6494469 3.8512027 5.243864  2.85636543 3.739354
#>  [24,] 4.469001 5.840528 1.9581063 2.2741857 3.441282  1.51781047 3.694408
#>  [25,] 4.989691 6.116633 2.2841832 2.1113111 3.255111  1.37956423 3.991498
#>  [26,] 4.852779 6.044032 2.1984430 2.3380642 3.514297  1.57202978 4.249626
#>  [27,] 5.209075 6.232965 2.4215699 1.5200447 2.579274  0.87770371 3.917775
#>  [28,] 5.229434 6.243760 2.4343191 2.1823291 3.336287  1.43984352 3.825214
#>  [29,] 6.538825 6.938087 3.2543113 2.9637801 4.229511  2.10313069 5.532155
#>  [30,] 3.837091 5.505447 1.5623795 2.8422408 4.090588  1.99996949 3.437903
#>  [31,] 3.972028 5.577000 1.6468823 2.4563333 3.649483  1.67241533 4.774272
#>  [32,] 2.766518 4.937758 0.8919454 1.0966632 2.095335  0.51834200 2.872030
#>  [33,] 4.312237 5.757401 1.8599348 3.1826497 4.479686  2.28890484 3.419042
#>  [34,] 5.147200 6.200154 2.3828213 2.7872115 4.027687  1.95326118 4.382847
#>  [35,] 4.116047 5.653368 1.7370730 2.2064457 3.363853  1.46031348 3.764835
#>  [36,] 4.260032 5.729719 1.8272420 2.8003465 4.042701  1.96441004 3.253391
#>  [37,] 5.757210 6.523622 2.7648332 2.8477773 4.096916  2.00466876 3.518895
#>  [38,] 4.139214 5.665653 1.7515808 2.9279096 4.188510  2.07268422 3.851777
#>  [39,] 6.126524 6.719457 2.9961120 4.4259590 5.900830  3.34421242 5.084291
#>  [40,] 4.645652 5.934200 2.0687323 3.4888791 4.829716  2.54882908 4.442699
#>  [41,] 3.982239 5.582415 1.6532774 2.8910859 4.146419  2.04142866 4.361585
#>  [42,] 2.911660 5.014722 0.9828385 1.7493408 2.841367  1.07232774 3.687315
#>  [43,] 1.760025 4.404048 0.2616395 1.6642779 2.744137  1.00012728 2.549710
#>  [44,] 4.349140 5.776970 1.8830447 2.0901893 3.230968  1.36163630 4.622695
#>  [45,] 5.674415 6.479719 2.7129838 3.4658328 4.803374  2.52926761 3.306598
#>  [46,] 5.341053 6.302948 2.5042194 2.8705054 4.122895  2.02396017 4.525478
#>  [47,] 5.323570 6.293678 2.4932711 0.6519492 1.587013  0.14087361 3.815845
#>  [48,] 3.625222 5.393100 1.4296992 1.7930594 2.891339  1.10943563 5.406146
#>  [49,] 4.403093 5.805579 1.9168320 1.4765313 2.529537  0.84076994 4.685954
#>  [50,] 4.760976 5.995352 2.1409524 3.6034190 4.960639  2.64604932 4.370254
#>  [51,] 5.858000 6.577068 2.8279520 1.1789460 2.189387  0.58818275 3.557789
#>  [52,] 6.042893 6.675111 2.9437395 2.2943044 3.464278  1.53488699 3.643748
#>  [53,] 4.983258 6.113222 2.2801546 0.5438014 1.463396  0.04907891 4.065027
#>  [54,] 4.112583 5.651532 1.7349039 2.7489548 3.983959  1.92078931 3.860660
#>  [55,] 6.008816 6.657041 2.9223990 2.7028236 3.931229  1.88163362 3.170220
#>  [56,] 5.359643 6.312806 2.5158613 3.1094103 4.395971  2.22674009 4.363586
#>  [57,] 3.939622 5.559816 1.6265889 2.0615583 3.198242  1.33733463 4.644925
#>  [58,] 5.722003 6.504953 2.7427852 3.3883585 4.714818  2.46350826 3.714159
#>  [59,] 4.871913 6.054179 2.2104260 1.4016542 2.443950  0.77721507 3.324732
#>  [60,] 3.923831 5.551443 1.6166998 1.1035345 2.103189  0.52417433 3.899348
#>  [61,] 5.975215 6.639223 2.9013563 4.2388489 5.686956  3.18539533 4.851752
#>  [62,] 4.621132 5.921198 2.0533770 2.9768940 4.244501  2.11426168 3.232682
#>  [63,] 5.485408 6.379495 2.5946204 1.9996635 3.127494  1.28479891 3.305659
#>  [64,] 5.172808 6.213733 2.3988579 3.3056385 4.620266  2.39329645 3.811787
#>  [65,] 4.961824 6.101856 2.2667315 2.8239737 4.069708  1.98446456 3.389635
#>  [66,] 6.205507 6.761339 3.0455746 3.6570568 5.021949  2.69157653 4.342704
#>  [67,] 4.588213 5.903742 2.0327619 2.7609701 3.997693  1.93098781 4.755793
#>  [68,] 5.376414 6.321699 2.5263641 2.2149063 3.373524  1.46749474 4.210762
#>  [69,] 3.935045 5.557389 1.6237221 2.3921656 3.576137  1.61795053 3.922478
#>  [70,] 5.060838 6.154359 2.3287380 3.7613299 5.141137  2.78008238 4.455717
#>  [71,] 1.758391 4.403182 0.2606167 1.7787911 2.875030  1.09732482 3.999071
#>  [72,] 5.764565 6.527522 2.7694394 2.0952720 3.236778  1.36595045 4.205903
#>  [73,] 4.634696 5.928390 2.0618709 1.8172574 2.918998  1.12997461 5.402432
#>  [74,] 4.657973 5.940733 2.0764480 3.2508466 4.557638  2.34678967 3.890881
#>  [75,] 4.018066 5.601412 1.6757133 2.1964675 3.352448  1.45184408 2.925213
#>  [76,] 4.984790 6.114034 2.2811137 2.1454235 3.294103  1.40851846 3.630328
#>  [77,] 5.224341 6.241059 2.4311297 3.7493898 5.127489  2.76994773 5.060339
#>  [78,] 2.608946 4.854203 0.7932674 0.4523618 1.358878 -0.02853409 3.870029
#>  [79,] 5.434864 6.352693 2.5629680 2.3325067 3.507945  1.56731269 4.910497
#>  [80,] 3.909996 5.544106 1.6080356 1.1135832 2.114675  0.53270357 4.110775
#>  [81,] 4.609578 5.915071 2.0461410 1.6744365 2.755749  1.00874976 4.479815
#>  [82,] 4.696835 5.961341 2.1007850 2.9498954 4.213640  2.09134554 4.626188
#>  [83,] 4.767163 5.998634 2.1448275 1.6270835 2.701623  0.96855710 3.972882
#>  [84,] 5.110643 6.180769 2.3599277 2.7115977 3.941258  1.88908102 4.415851
#>  [85,] 2.761939 4.935330 0.8890774 0.6830306 1.622540  0.16725518 3.766420
#>  [86,] 5.940265 6.620691 2.8794698 4.4976657 5.982793  3.40507624 3.898071
#>  [87,] 5.852385 6.574090 2.8244355 2.0879746 3.228437  1.35975647 4.461830
#>  [88,] 4.861194 6.048495 2.2037130 3.6400014 5.002454  2.67710008 3.890659
#>  [89,] 4.788746 6.010078 2.1583436 0.8488838 1.812115  0.30802955 4.563435
#>  [90,] 5.580205 6.429763 2.6539860 3.4294146 4.761747  2.49835628 4.230630
#>  [91,] 5.484071 6.378786 2.5937831 2.5380545 3.742893  1.74177944 5.227374
#>  [92,] 4.677057 5.950853 2.0883995 2.5884057 3.800446  1.78451694 5.452546
#>  [93,] 4.102601 5.646239 1.7286528 1.5860166 2.654682  0.93369988 3.544989
#>  [94,] 3.972875 5.577449 1.6474127 2.3860598 3.569158  1.61276792 3.814430
#>  [95,] 4.343695 5.774083 1.8796351 4.0751415 5.499834  3.04644229 4.236655
#>  [96,] 5.545357 6.411284 2.6321626 3.3538275 4.675348  2.43419873 3.432350
#>  [97,] 3.834049 5.503834 1.5604750 3.8810654 5.277998  2.88171255 3.825118
#>  [98,] 6.206309 6.761765 3.0460767 4.6585275 6.166663  3.54161401 5.111419
#>  [99,] 4.563172 5.890464 2.0170802 1.5424771 2.604915  0.89674404 4.280631
#> [100,] 6.073743 6.691469 2.9630590 3.5771210 4.930580  2.62372789 5.292886
#> [101,] 5.725086 6.506588 2.7447158 1.5951877 2.665165  0.94148426 4.372698
#> [102,] 5.315111 6.289192 2.4879734 3.2936438 4.606556  2.38311550 4.361259
#> [103,] 5.058100 6.152908 2.3270235 3.3859889 4.712110  2.46149700 4.302567
#> [104,] 4.602332 5.911229 2.0416039 3.2930167 4.605839  2.38258318 3.747061
#> [105,] 6.909104 7.134433 3.4861941 4.6762381 6.186907  3.55664661 4.342511
#> [106,] 4.642116 5.932325 2.0665180 3.4205198 4.751580  2.49080644 5.399249
#> [107,] 5.935859 6.618354 2.8767106 4.9772124 6.530930  3.81211035 4.619120
#> [108,] 5.570476 6.424604 2.6478934 2.9326648 4.193945  2.07672034 4.253817
#> [109,] 4.862358 6.049112 2.2044418 4.3217958 5.781768  3.25579976 4.945132
#> [110,] 3.792621 5.481866 1.5345306 3.0257456 4.300340  2.15572633 3.189422
#> [111,] 5.521477 6.398621 2.6172079 3.3496462 4.670569  2.43064970 3.495673
#> [112,] 5.927882 6.614124 2.8717147 3.3542099 4.675785  2.43452328 4.337976
#> [113,] 5.665193 6.474829 2.7072084 3.3281619 4.646011  2.41241405 4.401042
#> [114,] 5.453644 6.362651 2.5747282 3.7928066 5.177116  2.80679942 4.407404
#> [115,] 4.244423 5.721442 1.8174671 1.6097961 2.681863  0.95388371 3.614639
#> [116,] 4.610788 5.915713 2.0468992 3.1761987 4.472312  2.28342931 4.238366
#> [117,] 6.269214 6.795121 3.0854702 3.6897435 5.059311  2.71932063 5.228895
#> [118,] 5.223638 6.240687 2.4306898 2.2080280 3.365662  1.46165644 4.473269
#> [119,] 5.677726 6.481474 2.7150571 1.5337870 2.594982  0.88936797 3.847822
#> [120,] 4.119854 5.655387 1.7394569 3.1312755 4.420964  2.24529903 4.057663
#> [121,] 4.984459 6.113858 2.2809063 2.3423618 3.519210  1.57567754 4.860980
#> [122,] 4.938549 6.089514 2.2521560 2.6677878 3.891182  1.85189561 3.929912
#> [123,] 6.649649 6.996853 3.3237137 4.5189593 6.007132  3.42315003 5.269188
#> [124,] 5.487481 6.380594 2.5959185 2.5945524 3.807472  1.78973419 3.622097
#> [125,] 6.340375 6.832855 3.1300343 3.2791552 4.589995  2.37081768 4.770705
#> [126,] 5.651305 6.467465 2.6985117 2.9916475 4.261364  2.12678422 4.946056
#> [127,] 3.543839 5.349945 1.3787339 3.9874090 5.399552  2.97197589 3.280340
#> [128,] 5.042347 6.144554 2.3171579 3.0867947 4.370121  2.20754417 4.066518
#> [129,] 5.389527 6.328652 2.5345757 3.8885074 5.286505  2.88802924 3.517559
#> [130,] 4.140534 5.666353 1.7524076 1.6847392 2.767525  1.01749460 5.025813
#> [131,] 4.882618 6.059855 2.2171298 4.5227612 6.011478  3.42637706 5.443850
#> [132,] 6.182418 6.749096 3.0311153 3.9831185 5.394648  2.96833418 5.192732
#> [133,] 4.911957 6.075413 2.2355031 0.8801911 1.847901  0.33460286 4.179139
#> [134,] 4.437771 5.823968 1.9385491 2.5728857 3.782706  1.77134372 4.040975
#> [135,] 5.801558 6.547139 2.7926058 3.7585636 5.137975  2.77773437 5.059773
#> [136,] 6.500241 6.917627 3.2301483 4.3238643 5.784132  3.25755550 4.903446
#> [137,] 4.786388 6.008828 2.1568666 3.7516721 5.130098  2.77188499 3.454544
#> [138,] 5.325172 6.294527 2.4942741 3.7917994 5.175964  2.80594455 3.699084
#> [139,] 5.888744 6.593371 2.8472053 3.0829040 4.365674  2.20424183 5.423399
#> [140,] 6.276456 6.798961 3.0900055 3.9977989 5.411428  2.98079470 5.144418
#> [141,] 3.969766 5.575800 1.6454663 3.8093055 5.195974  2.82080351 4.518298
#> [142,] 4.765457 5.997729 2.1437588 1.1285610 2.131796  0.54541658 3.565763
#> [143,] 7.251237 7.315855 3.7004514 3.8899394 5.288142  2.88924471 5.256513
#> [144,] 7.740210 7.575141 4.0066655 6.3160622 8.061279  4.94851159 5.033142
#> [145,] 3.620759 5.390733 1.4269042 2.8425311 4.090920  2.00021588 3.935037
#> [146,] 4.991999 6.117856 2.2856280 3.5923712 4.948011  2.63667202 4.344646
#> [147,] 4.748542 5.988759 2.1331660 4.3850462 5.854065  3.30948604 5.388251
#> [148,] 5.664642 6.474537 2.7068636 1.2599803 2.282012  0.65696383 4.789127
#> [149,] 4.442850 5.826661 1.9417297 5.0554711 6.620382  3.87853545 5.187078
#> [150,] 5.627726 6.454961 2.6837453 2.4560381 3.649145  1.67216478 4.127589
#> [151,] 6.876699 7.117250 3.4659009 4.6911849 6.203991  3.56933327 5.207925
#> [152,] 4.343686 5.774077 1.8796291 3.3429156 4.662875  2.42493682 5.372729
#> [153,] 5.039831 6.143220 2.3155827 2.9839347 4.252548  2.12023775 4.898973
#> [154,] 5.404827 6.336766 2.5441575 1.6434047 2.720279  0.98241033 4.680479
#> [155,] 4.866345 6.051226 2.2069386 1.7137021 2.800631  1.04207803 4.270434
#> [156,] 5.820993 6.557444 2.8047768 3.8641925 5.258712  2.86739104 4.717174
#> [157,] 4.575590 5.897049 2.0248566 2.9906354 4.260208  2.12592517 2.985442
#> [158,] 4.834934 6.034570 2.1872682 2.9961724 4.266537  2.13062497 4.231569
#> [159,] 3.991274 5.587205 1.6589351 3.6222820 4.982200  2.66206005 3.581294
#> [160,] 4.727579 5.977643 2.1200383 3.0539045 4.332526  2.17962733 3.823188
#> [161,] 4.582782 5.900862 2.0293603 3.9165410 5.318548  2.91182390 3.926504
#> [162,] 4.864650 6.050327 2.2058771 3.7439330 5.121251  2.76531608 4.756133
#> [163,] 6.047374 6.677487 2.9465455 6.0845889 7.796698  4.75203953 6.229705
#> [164,] 4.387120 5.797109 1.9068291 3.0935784 4.377875  2.21330211 3.987315
#> [165,] 5.801379 6.547044 2.7924936 3.7604886 5.140175  2.77936829 4.257236
#> [166,] 4.332064 5.767915 1.8723511 3.3084011 4.623424  2.39564128 3.923172
#> [167,] 4.051871 5.619338 1.6968834 2.9060100 4.163478  2.05409606 4.408433
#> [168,] 3.882753 5.529660 1.5909752 1.4234616 2.468877  0.79572499 4.128260
#> [169,] 5.383281 6.325340 2.5306645 2.5512615 3.757989  1.75298934 4.421730
#> [170,] 3.996706 5.590086 1.6623372 1.5836712 2.652001  0.93170918 3.136317
#> [171,] 5.238297 6.248460 2.4398694 4.2661503 5.718163  3.20856848 3.657693
#> [172,] 5.024914 6.135310 2.3062409 2.0236886 3.154956  1.30519121 2.801661
#> [173,] 6.338844 6.832044 3.1290755 3.9476043 5.354054  2.93819012 4.138241
#> [174,] 5.585798 6.432728 2.6574883 3.9576858 5.365578  2.94674716 4.734251
#> [175,] 4.154942 5.673993 1.7614307 2.7155127 3.945733  1.89240401 4.063722
#> [176,] 6.932248 7.146706 3.5006882 4.6266857 6.130267  3.51458707 3.942343
#> [177,] 3.990213 5.586643 1.6582705 2.3422906 3.519128  1.57561715 3.854715
#> [178,] 7.164122 7.269661 3.6458968 4.7327472 6.251499  3.60461093 4.180603
#> [179,] 4.583711 5.901355 2.0299423 4.6143644 6.116183  3.50412886 4.756686
#> [180,] 5.740519 6.514772 2.7543808 1.7864575 2.883793  1.10383201 6.034312
#> [181,] 5.014009 6.129528 2.2994121 2.9664976 4.232617  2.10543732 4.021505
#> [182,] 5.191332 6.223556 2.4104584 3.3180633 4.634468  2.40384250 4.342462
#> [183,] 3.842999 5.508580 1.5660797 3.3547920 4.676450  2.43501736 3.957973
#> [184,] 3.662486 5.412860 1.4530352 2.2659891 3.431913  1.51085321 4.182970
#> [185,] 4.772800 6.001623 2.1483576 2.5617362 3.769962  1.76188022 4.268453
#> [186,] 4.582541 5.900735 2.0292099 3.2109246 4.512005  2.31290432 3.746559
#> [187,] 3.946273 5.563343 1.6307537 3.3591181 4.681395  2.43868935 3.648658
#> [188,] 4.358595 5.781983 1.8889658 3.0346901 4.310564  2.16331833 4.523720
#> [189,] 4.005876 5.594948 1.6680796 3.0447660 4.322081  2.17187063 3.883489
#> [190,] 3.924244 5.551662 1.6169584 1.5096077 2.567344  0.86884487 3.114653
#> [191,] 3.841700 5.507891 1.5652661 2.7326588 3.965332  1.90695745 5.371716
#> [192,] 5.826736 6.560490 2.8083733 4.0455930 5.466059  3.02136183 4.601239
#> [193,] 5.585331 6.432480 2.6571957 3.5360367 4.883619  2.58885591 4.141308
#> [194,] 2.776065 4.942821 0.8979239 1.2537035 2.274837  0.65163612 2.307780
#> [195,] 3.536616 5.346115 1.3742108 2.6069922 3.821691  1.80029298 3.898479
#> [196,] 4.689256 5.957322 2.0960389 5.2367621 6.827604  4.03241331 4.132104
#> [197,] 5.366352 6.316363 2.5200625 4.9609490 6.512341  3.79830610 4.134722
#> [198,] 5.061984 6.154967 2.3294556 4.2374773 5.685389  3.18423118 3.692775
#> [199,] 3.236131 5.186778 1.1860352 2.2325790 3.393724  1.48249512 2.910288
#> [200,] 4.334353 5.769129 1.8737849 2.8786078 4.132156  2.03083741 3.444894
#> [201,] 5.801804 6.547269 2.7927599 3.8568200 5.250285  2.86113336 4.533193
#> [202,] 4.935533 6.087914 2.2502671 3.7130246 5.085922  2.73908134 2.966374
#> [203,] 4.105679 5.647870 1.7305801 1.7851975 2.882353  1.10276253 3.618714
#> [204,] 4.363075 5.784359 1.8917713 3.3718841 4.695987  2.44952496 3.267702
#> [205,] 4.149258 5.670979 1.7578710 3.0349595 4.310871  2.16354700 2.402009
#> [206,] 5.047410 6.147239 2.3203287 4.2709499 5.723649  3.21264234 4.564112
#> [207,] 4.461256 5.836421 1.9532565 2.6023237 3.816355  1.79633046 3.527019
#> [208,] 3.844274 5.509256 1.5668780 3.0212409 4.295191  2.15190278 4.021095
#> [209,] 3.847870 5.511163 1.5691302 0.9143091 1.886898  0.36356181 2.568810
#> [210,] 4.104246 5.647111 1.7296826 2.6535231 3.874877  1.83978791 3.328006
#> [211,] 6.548165 6.943040 3.2601604 5.2437842 6.835630  4.03837356 4.100434
#> [212,] 4.823687 6.028606 2.1802246 2.9529735 4.217159  2.09395819 5.117606
#> [213,] 4.479940 5.846328 1.9649568 4.1392596 5.573123  3.10086504 4.501767
#> [214,] 6.373678 6.850515 3.1508900 5.3420321 6.947931  4.12176532 4.110602
#> [215,] 4.199955 5.697862 1.7896193 2.3176056 3.490912  1.55466480 3.861901
#> [216,] 4.600763 5.910397 2.0406210 2.9891940 4.258560  2.12470180 4.602223
#> [217,] 6.341183 6.833284 3.1305400 5.7461592 7.409862  4.46478408 4.519715
#> [218,] 5.331863 6.298075 2.4984647 1.5078609 2.565348  0.86736224 3.617494
#> [219,] 4.635529 5.928832 2.0623927 2.7372199 3.970545  1.91082889 4.222503
#> [220,] 3.997199 5.590347 1.6626455 0.9420866 1.918649  0.38713909 3.661577
#> [221,] 4.996481 6.120233 2.2884349 1.9723432 3.096266  1.26160974 3.131089
#> [222,] 4.126782 5.659061 1.7437958 3.3330390 4.651586  2.41655366 3.314835
#> [223,] 7.545103 7.471683 3.8844820 3.4644176 4.801756  2.52806645 4.015924
#> [224,] 3.502409 5.327976 1.3527887 4.2715544 5.724340  3.21315544 3.489362
#> [225,] 5.313544 6.288361 2.4869921 3.0569298 4.335984  2.18219521 4.743941
#> [226,] 5.018283 6.131794 2.3020881 3.7096679 5.082085  2.73623227 4.752871
#> [227,] 5.952937 6.627410 2.8874055 2.1552444 3.305328  1.41685430 4.106542
#> [228,] 3.950136 5.565391 1.6331728 3.4551104 4.791118  2.52016656 4.281892
#> [229,] 5.088561 6.169060 2.3460992 2.8754446 4.128541  2.02815252 3.016793
#> [230,] 5.340608 6.302712 2.5039410 5.3718526 6.982017  4.14707665 4.356117
#> [231,] 3.160525 5.146687 1.1386878 3.1726053 4.468205  2.28037930 3.824555
#> [232,] 4.925312 6.082495 2.2438665 3.1331674 4.423126  2.24690480 4.098629
#> [233,] 3.687671 5.426215 1.4688072 3.9418783 5.347509  2.93332995 3.789630
#> [234,] 4.480212 5.846473 1.9651274 2.5909241 3.803325  1.78665460 2.999778
#> [235,] 4.280293 5.740463 1.8399303 2.4565806 3.649765  1.67262529 4.177483
#> [236,] 3.902482 5.540122 1.6033302 3.0019593 4.273151  2.13553684 4.572021
#> [237,] 4.636300 5.929241 2.0628756 4.5566598 6.050225  3.45514980 3.773902
#> [238,] 6.861440 7.109159 3.4563452 4.5889066 6.087084  3.48252053 5.076191
#> [239,] 6.419036 6.874566 3.1792944 3.8501675 5.242681  2.85548676 5.104935
#> [240,] 5.666076 6.475297 2.7077620 3.5302138 4.876963  2.58391352 5.760123
#> [241,] 5.427758 6.348925 2.5585179 3.9483042 5.354854  2.93878418 4.504617
#> [242,] 4.837859 6.036121 2.1890996 4.5180888 6.006137  3.42241116 3.661453
#> [243,] 5.329841 6.297003 2.4971983 3.8121415 5.199216  2.82321070 4.531505
#> [244,] 5.727849 6.508053 2.7464461 3.9420748 5.347734  2.93349672 4.152529
#> [245,] 4.730109 5.978985 2.1216228 3.5936747 4.949501  2.63777846 3.710424
#> [246,] 6.719684 7.033990 3.3675725 3.8680907 5.263168  2.87069982 5.086374
#> [247,] 4.875695 6.056184 2.2127944 3.0197631 4.293502  2.15064850 4.094902
#> [248,] 5.647168 6.465271 2.6959207 4.0675537 5.491161  3.04000188 4.943481
#> [249,] 5.576128 6.427601 2.6514329 4.3484115 5.812190  3.27839089 4.322221
#> [250,] 3.376616 5.261272 1.2740121 2.6489915 3.869697  1.83594156 4.399772
#> [251,] 5.809833 6.551527 2.7977880 4.2524169 5.702465  3.19691173 4.908316
#> [252,] 7.872507 7.645294 4.0895150 5.1151135 6.688556  3.92915931 5.459639
#> [253,] 5.169036 6.211733 2.3964955 5.2842168 6.881846  4.07269236 5.185503
#> [254,] 3.926030 5.552609 1.6180768 3.0601375 4.339651  2.18491787 3.833767
#> [255,] 6.028625 6.667545 2.9348042 4.6814856 6.192905  3.56110061 3.803976
#> [256,] 5.267448 6.263918 2.4581251 2.9891485 4.258508  2.12466310 3.792910
#> [257,] 6.793269 7.073010 3.4136543 3.0469410 4.324567  2.17371679 4.603800
#> [258,] 5.710618 6.498916 2.7356559 5.1352693 6.711594  3.94626729 5.167958
#> [259,] 7.185389 7.280938 3.6592149 3.0496022 4.327609  2.17597560 5.689249
#> [260,] 4.144655 5.668538 1.7549884 3.6727238 5.039857  2.70487448 3.282168
#> [261,] 4.769630 5.999942 2.1463721 3.7352039 5.111274  2.75790689 3.752181
#> [262,] 5.455771 6.363780 2.5760607 3.0816414 4.364230  2.20317015 4.947073
#> [263,] 4.863490 6.049712 2.2051509 2.6766546 3.901317  1.85942167 4.284387
#> [264,] 5.298134 6.280190 2.4773423 4.4864278 5.969947  3.39553765 3.731159
#> [265,] 5.566240 6.422357 2.6452402 3.9192301 5.321622  2.91410638 5.279550
#> [266,] 5.401148 6.334814 2.5418533 4.2196645 5.665028  3.16911184 4.982721
#> [267,] 6.026590 6.666465 2.9335294 5.6308747 7.278088  4.36693188 5.031517
#> [268,] 4.500525 5.857244 1.9778479 4.2968303 5.753231  3.23460930 4.230182
#> [269,] 7.247380 7.313810 3.6980361 4.9287917 6.475584  3.77101139 4.993738
#> [270,] 4.826720 6.030215 2.1821244 2.4875618 3.685178  1.69892173 4.651418
#> [271,] 5.287227 6.274406 2.4705117 4.0452036 5.465614  3.02103133 4.119569
#> [272,] 5.221782 6.239703 2.4295275 3.6677392 5.034159  2.70064363 4.236326
#> [273,] 4.442176 5.826304 1.9413079 3.0006270 4.271628  2.13440593 4.217905
#> [274,] 4.614075 5.917456 2.0489573 2.9695731 4.236133  2.10804774 4.134623
#> [275,] 4.957939 6.099796 2.2642986 2.4659864 3.660517  1.68060882 4.698992
#> [276,] 3.584982 5.371762 1.4044990 2.4784777 3.674794  1.69121125 4.162738
#> [277,] 4.136026 5.663962 1.7495844 2.7699927 4.008006  1.93864603 4.074329
#> [278,] 4.981352 6.112211 2.2789606 3.2176055 4.519642  2.31857500 4.027836
#> [279,] 4.310942 5.756715 1.8591239 2.0606927 3.197253  1.33659985 4.723627
#> [280,] 5.770420 6.530627 2.7731060 3.1598103 4.453580  2.26951901 4.958275
#> [281,] 3.723617 5.445276 1.4913179 2.6626561 3.885316  1.84753992 4.123256
#> [282,] 4.937357 6.088882 2.2514095 4.6423019 6.148117  3.52784195 3.633510
#> [283,] 4.519103 5.867095 1.9894823 2.9081054 4.165873  2.05587460 3.245551
#> [284,] 5.957768 6.629971 2.8904304 3.6882480 5.057602  2.71805128 4.112876
#> [285,] 4.421261 5.815213 1.9282096 2.6320806 3.850368  1.82158776 5.003312
#> [286,] 4.282156 5.741450 1.8410966 3.0363837 4.312499  2.16475587 3.619957
#> [287,] 5.410487 6.339767 2.5477019 5.1234671 6.698104  3.93624978 4.283806
#> [288,] 5.238184 6.248400 2.4397990 2.6278860 3.845573  1.81802741 4.379598
#> [289,] 4.258361 5.728832 1.8261953 3.5570174 4.907601  2.60666415 4.365381
#> [290,] 5.516240 6.395844 2.6139288 3.5363089 4.883930  2.58908699 3.665556
#> [291,] 4.100572 5.645162 1.7273819 2.8386218 4.086451  1.99689770 5.369855
#> [292,] 4.349228 5.777016 1.8830999 1.7545569 2.847329  1.07675513 4.254076
#> [293,] 4.779681 6.005271 2.1526667 3.5673342 4.919393  2.61542094 4.289315
#> [294,] 5.730543 6.509482 2.7481337 3.0598556 4.339329  2.18467857 4.215722
#> [295,] 5.031491 6.138798 2.3103597 3.2992535 4.612968  2.38787695 4.319344
#> [296,] 6.357564 6.841970 3.1407986 3.1710877 4.466470  2.27909117 4.168344
#> [297,] 4.205114 5.700597 1.7928500 2.9376168 4.199606  2.08092359 4.299756
#> [298,] 3.896566 5.536985 1.5996253 2.7159698 3.946256  1.89279201 4.079258
#> [299,] 4.927023 6.083402 2.2449378 4.5008064 5.986383  3.40774205 4.456960
#> [300,] 4.811795 6.022300 2.1727774 3.6963654 5.066880  2.72494122 3.859154
#> [301,] 5.257017 6.258387 2.4515930 4.2299918 5.676833  3.17787753 4.423313
#>              x8       x9
#>   [1,] 6.153878 6.039394
#>   [2,] 6.809823 6.735597
#>   [3,] 4.318075 4.090920
#>   [4,] 5.320355 5.154714
#>   [5,] 5.509653 5.355630
#>   [6,] 6.007974 5.884536
#>   [7,] 5.097591 4.918279
#>   [8,] 5.744223 5.604597
#>   [9,] 6.584120 6.496042
#>  [10,] 4.686212 4.481651
#>  [11,] 4.747195 4.546378
#>  [12,] 5.551198 5.399725
#>  [13,] 5.652810 5.507574
#>  [14,] 5.856523 5.723789
#>  [15,] 5.634502 5.488142
#>  [16,] 5.248389 5.078332
#>  [17,] 5.010318 4.825649
#>  [18,] 5.816617 5.681434
#>  [19,] 5.197402 5.024215
#>  [20,] 5.395357 5.234319
#>  [21,] 5.522934 5.369726
#>  [22,] 6.051202 5.930416
#>  [23,] 5.109079 4.930471
#>  [24,] 5.067006 4.885817
#>  [25,] 5.345102 5.180980
#>  [26,] 5.586727 5.437434
#>  [27,] 5.276092 5.107735
#>  [28,] 5.189449 5.015774
#>  [29,] 6.787257 6.711646
#>  [30,] 4.826901 4.630975
#>  [31,] 6.077829 5.958678
#>  [32,] 4.297207 4.068772
#>  [33,] 4.809245 4.612236
#>  [34,] 5.711430 5.569791
#>  [35,] 5.132930 4.955787
#>  [36,] 4.654185 4.447660
#>  [37,] 4.902714 4.711442
#>  [38,] 5.214314 5.042165
#>  [39,] 6.368027 6.266687
#>  [40,] 5.767455 5.629254
#>  [41,] 5.691527 5.548667
#>  [42,] 5.060366 4.878769
#>  [43,] 3.995494 3.748541
#>  [44,] 5.935943 5.808084
#>  [45,] 4.703990 4.500521
#>  [46,] 5.844941 5.711497
#>  [47,] 5.180679 5.006466
#>  [48,] 6.669304 6.586454
#>  [49,] 5.995157 5.870932
#>  [50,] 5.699642 5.557280
#>  [51,] 4.939122 4.750083
#>  [52,] 5.019585 4.835485
#>  [53,] 5.413930 5.254033
#>  [54,] 5.222628 5.050990
#>  [55,] 4.576332 4.365028
#>  [56,] 5.693400 5.550655
#>  [57,] 5.956752 5.830170
#>  [58,] 5.085494 4.905440
#>  [59,] 4.720965 4.518538
#>  [60,] 5.258843 5.089427
#>  [61,] 6.150355 6.035655
#>  [62,] 4.634800 4.427084
#>  [63,] 4.703111 4.499588
#>  [64,] 5.176880 5.002434
#>  [65,] 4.781719 4.583020
#>  [66,] 5.673853 5.529908
#>  [67,] 6.060532 5.940319
#>  [68,] 5.550347 5.398822
#>  [69,] 5.280494 5.112407
#>  [70,] 5.779640 5.642188
#>  [71,] 5.352191 5.188504
#>  [72,] 5.545799 5.393995
#>  [73,] 6.665828 6.582764
#>  [74,] 5.250917 5.081015
#>  [75,] 4.346989 4.121610
#>  [76,] 5.007022 4.822152
#>  [77,] 6.345606 6.242890
#>  [78,] 5.231398 5.060298
#>  [79,] 6.205345 6.094020
#>  [80,] 5.456752 5.299483
#>  [81,] 5.802198 5.666130
#>  [82,] 5.939213 5.811554
#>  [83,] 5.327675 5.162484
#>  [84,] 5.742323 5.602581
#>  [85,] 5.134414 4.957361
#>  [86,] 5.257647 5.088158
#>  [87,] 5.785363 5.648262
#>  [88,] 5.250709 5.080794
#>  [89,] 5.880472 5.749208
#>  [90,] 5.568945 5.418561
#>  [91,] 6.501963 6.408842
#>  [92,] 6.712737 6.632553
#>  [93,] 4.927140 4.737367
#>  [94,] 5.179354 5.005060
#>  [95,] 5.574584 5.424547
#>  [96,] 4.821702 4.625458
#>  [97,] 5.189359 5.015679
#>  [98,] 6.393421 6.293639
#>  [99,] 5.615749 5.468238
#> [100,] 6.563285 6.473928
#> [101,] 5.701929 5.559707
#> [102,] 5.691222 5.548344
#> [103,] 5.636282 5.490031
#> [104,] 5.116292 4.938128
#> [105,] 5.673673 5.529717
#> [106,] 6.662848 6.579602
#> [107,] 5.932597 5.804532
#> [108,] 5.590649 5.441597
#> [109,] 6.237765 6.128430
#> [110,] 4.594306 4.384106
#> [111,] 4.880977 4.688370
#> [112,] 5.669428 5.525211
#> [113,] 5.728461 5.587868
#> [114,] 5.734416 5.594189
#> [115,] 4.992337 4.806565
#> [116,] 5.576186 5.426247
#> [117,] 6.503386 6.410353
#> [118,] 5.796070 5.659627
#> [119,] 5.210611 5.038235
#> [120,] 5.407036 5.246716
#> [121,] 6.158994 6.044824
#> [122,] 5.287453 5.119794
#> [123,] 6.541103 6.450385
#> [124,] 4.999318 4.813974
#> [125,] 6.074490 5.955134
#> [126,] 6.238630 6.129348
#> [127,] 4.679411 4.474434
#> [128,] 5.415326 5.255514
#> [129,] 4.901464 4.710114
#> [130,] 6.313288 6.208588
#> [131,] 6.704597 6.623913
#> [132,] 6.469535 6.374424
#> [133,] 5.520745 5.367404
#> [134,] 5.391415 5.230136
#> [135,] 6.345076 6.242327
#> [136,] 6.198744 6.087014
#> [137,] 4.842478 4.647508
#> [138,] 5.071383 4.890462
#> [139,] 6.685455 6.603596
#> [140,] 6.424310 6.326424
#> [141,] 5.838221 5.704364
#> [142,] 4.946586 4.758006
#> [143,] 6.529238 6.437792
#> [144,] 6.320149 6.215869
#> [145,] 5.292250 5.124885
#> [146,] 5.675671 5.531838
#> [147,] 6.652554 6.568676
#> [148,] 6.091734 5.973437
#> [149,] 6.464243 6.368807
#> [150,] 5.472492 5.316188
#> [151,] 6.483757 6.389519
#> [152,] 6.638024 6.553254
#> [153,] 6.194557 6.082570
#> [154,] 5.990032 5.865493
#> [155,] 5.606203 5.458107
#> [156,] 6.024382 5.901950
#> [157,] 4.403368 4.181448
#> [158,] 5.569824 5.419494
#> [159,] 4.961124 4.773436
#> [160,] 5.187552 5.013761
#> [161,] 5.284263 5.116407
#> [162,] 6.060850 5.940656
#> [163,] 7.440209 7.404673
#> [164,] 5.341186 5.176824
#> [165,] 5.593849 5.444994
#> [166,] 5.281144 5.113097
#> [167,] 5.735380 5.595211
#> [168,] 5.473120 5.316855
#> [169,] 5.747827 5.608422
#> [170,] 4.544596 4.331344
#> [171,] 5.032638 4.849339
#> [172,] 4.231337 3.998859
#> [173,] 5.482462 5.326771
#> [174,] 6.040367 5.918916
#> [175,] 5.412708 5.252736
#> [176,] 5.299089 5.132143
#> [177,] 5.217064 5.045084
#> [178,] 5.522116 5.368858
#> [179,] 6.061368 5.941206
#> [180,] 7.257309 7.210547
#> [181,] 5.373190 5.210792
#> [182,] 5.673627 5.529668
#> [183,] 5.313720 5.147672
#> [184,] 5.524332 5.371210
#> [185,] 5.604349 5.456139
#> [186,] 5.115823 4.937629
#> [187,] 5.024180 4.840363
#> [188,] 5.843296 5.709751
#> [189,] 5.243998 5.073671
#> [190,] 4.524317 4.309821
#> [191,] 6.637076 6.552248
#> [192,] 5.915858 5.786766
#> [193,] 5.485333 5.329818
#> [194,] 3.769031 3.508180
#> [195,] 5.258030 5.088564
#> [196,] 5.476718 5.320674
#> [197,] 5.479168 5.323275
#> [198,] 5.065477 4.884194
#> [199,] 4.333019 4.106782
#> [200,] 4.833444 4.637920
#> [201,] 5.852164 5.719162
#> [202,] 4.385518 4.162503
#> [203,] 4.996152 4.810614
#> [204,] 4.667581 4.461877
#> [205,] 3.857236 3.601799
#> [206,] 5.881106 5.749881
#> [207,] 4.910319 4.719513
#> [208,] 5.372806 5.210385
#> [209,] 4.013373 3.767518
#> [210,] 4.724029 4.521790
#> [211,] 5.447073 5.289210
#> [212,] 6.399212 6.299785
#> [213,] 5.822747 5.687940
#> [214,] 5.456591 5.299312
#> [215,] 5.223791 5.052224
#> [216,] 5.916780 5.787745
#> [217,] 5.839548 5.705772
#> [218,] 4.995009 4.809401
#> [219,] 5.561337 5.410486
#> [220,] 5.036274 4.853198
#> [221,] 4.539702 4.326150
#> [222,] 4.711701 4.508705
#> [223,] 5.367966 5.205248
#> [224,] 4.875070 4.682100
#> [225,] 6.049438 5.928544
#> [226,] 6.057797 5.937416
#> [227,] 5.452790 5.295278
#> [228,] 5.616930 5.469491
#> [229,] 4.432714 4.212596
#> [230,] 5.686409 5.543234
#> [231,] 5.188832 5.015119
#> [232,] 5.445383 5.287416
#> [233,] 5.156140 4.980421
#> [234,] 4.416787 4.195691
#> [235,] 5.519196 5.365759
#> [236,] 5.888509 5.757738
#> [237,] 5.141417 4.964794
#> [238,] 6.360445 6.258638
#> [239,] 6.387351 6.287197
#> [240,] 7.000650 6.938135
#> [241,] 5.825414 5.690772
#> [242,] 5.036158 4.853075
#> [243,] 5.850583 5.717485
#> [244,] 5.495837 5.340967
#> [245,] 5.081998 4.901728
#> [246,] 6.369977 6.268756
#> [247,] 5.441895 5.283714
#> [248,] 6.236219 6.126789
#> [249,] 5.654680 5.509558
#> [250,] 5.727272 5.586606
#> [251,] 6.203303 6.091853
#> [252,] 6.719378 6.639601
#> [253,] 6.462768 6.367242
#> [254,] 5.197455 5.024272
#> [255,] 5.169569 4.994674
#> [256,] 5.159210 4.983680
#> [257,] 5.918256 5.789311
#> [258,] 6.446345 6.349811
#> [259,] 6.934307 6.867721
#> [260,] 4.681122 4.476249
#> [261,] 5.121085 4.943214
#> [262,] 6.239582 6.130358
#> [263,] 5.619265 5.471970
#> [264,] 5.101407 4.922329
#> [265,] 6.550802 6.460679
#> [266,] 6.272951 6.165775
#> [267,] 6.318627 6.214255
#> [268,] 5.568525 5.418116
#> [269,] 6.283264 6.176721
#> [270,] 5.962830 5.836620
#> [271,] 5.464985 5.308221
#> [272,] 5.574277 5.424220
#> [273,] 5.557033 5.405919
#> [274,] 5.479076 5.323177
#> [275,] 6.007362 5.883886
#> [276,] 5.505393 5.351109
#> [277,] 5.422637 5.263274
#> [278,] 5.379116 5.217082
#> [279,] 6.030422 5.908361
#> [280,] 6.250068 6.141488
#> [281,] 5.468435 5.311883
#> [282,] 5.010002 4.825313
#> [283,] 4.646847 4.439871
#> [284,] 5.458719 5.301571
#> [285,] 6.292225 6.186232
#> [286,] 4.997315 4.811848
#> [287,] 5.618720 5.471392
#> [288,] 5.708389 5.566563
#> [289,] 5.695080 5.552438
#> [290,] 5.039999 4.857152
#> [291,] 6.635333 6.550398
#> [292,] 5.590892 5.441855
#> [293,] 5.623877 5.476865
#> [294,] 5.554990 5.403750
#> [295,] 5.651987 5.506700
#> [296,] 5.510641 5.356679
#> [297,] 5.633652 5.487239
#> [298,] 5.427251 5.268171
#> [299,] 5.780804 5.643423
#> [300,] 5.221219 5.049494
#> [301,] 5.749308 5.609994
#> 
#> [[6]]
#>              x1       x2         x3        x4       x5         x6       x7
#>   [1,] 3.938445 5.700092  1.5994578 3.5091053 4.813028  2.5802991 4.146474
#>   [2,] 5.539560 6.322907  2.6445113 2.2273782 3.461811  1.4514823 4.532931
#>   [3,] 4.911010 6.078409  2.2342544 1.2216813 2.401588  0.5657653 3.717311
#>   [4,] 5.727239 6.395912  2.7670103 3.3186494 4.612247  2.4125646 4.349926
#>   [5,] 4.502199 5.919386  1.9674225 3.2670329 4.557832  2.3671060 3.638045
#>   [6,] 5.484636 6.301543  2.6086626 1.8064240 3.018034  1.0807480 4.964807
#>   [7,] 3.406706 5.493252  1.2523900 4.2390578 5.582556  3.2231681 4.669339
#>   [8,] 5.340834 6.245605  2.5148024 2.1239823 3.352809  1.3604216 4.030725
#>   [9,] 4.804320 6.036908  2.1646178 3.5763460 4.883915  2.6395179 3.707285
#>  [10,] 3.932997 5.697973  1.5959018 3.2251338 4.513661  2.3302055 3.776506
#>  [11,] 4.396886 5.878421  1.8986842 2.5610436 3.813566  1.7453414 4.174269
#>  [12,] 4.725681 6.006318  2.1132895 2.5702808 3.823304  1.7534765 3.393279
#>  [13,] 5.281778 6.222633  2.4762560 2.5499103 3.801829  1.7355363 4.436458
#>  [14,] 5.557425 6.329857  2.6561721 2.6464864 3.903641  1.8205908 3.957920
#>  [15,] 5.211763 6.195398  2.4305573 3.9780250 5.307371  2.9932766 4.297182
#>  [16,] 3.986889 5.718937  1.6310778 2.3154792 3.554688  1.5290729 3.209290
#>  [17,] 4.591333 5.954058  2.0256003 2.4663433 3.713732  1.6619389 4.789729
#>  [18,] 4.505718 5.920755  1.9697193 1.8603356 3.074868  1.1282280 3.863575
#>  [19,] 5.731411 6.397535  2.7697332 4.4560083 5.811269  3.4142363 3.566547
#>  [20,] 5.780912 6.416790  2.8020423 3.1879384 4.474449  2.2974475 3.959238
#>  [21,] 5.483656 6.301161  2.6080229 1.2369869 2.417724  0.5792449 3.599309
#>  [22,] 6.014181 6.507529  2.9542983 2.2922827 3.530234  1.5086436 4.730163
#>  [23,] 4.601091 5.957854  2.0319691 3.7194352 5.034762  2.7655366 3.563007
#>  [24,] 4.135155 5.776610  1.7278516 2.3629846 3.604769  1.5709108 4.058084
#>  [25,] 4.661622 5.981400  2.0714779 2.0074547 3.229964  1.2577957 3.621113
#>  [26,] 5.893609 6.460628  2.8756002 2.1010533 3.328637  1.3402280 4.070774
#>  [27,] 4.891538 6.070834  2.2215450 1.7201513 2.927084  1.0047677 4.111619
#>  [28,] 5.360938 6.253425  2.5279241 2.1703968 3.401740  1.4012988 3.611534
#>  [29,] 5.172385 6.180080  2.4048550 2.3783303 3.620947  1.5844258 5.536138
#>  [30,] 4.920838 6.082232  2.2406692 2.7165614 3.977516  1.8823058 4.423440
#>  [31,] 4.514837 5.924302  1.9756714 2.6870063 3.946358  1.8562767 4.565045
#>  [32,] 3.671688 5.596327  1.4253445 1.5351537 2.732056  0.8418403 3.150116
#>  [33,] 5.411020 6.272907  2.5606131 3.6095913 4.918962  2.6687971 3.561923
#>  [34,] 4.149787 5.782302  1.7374018 2.5203687 3.770686  1.7095190 4.094491
#>  [35,] 3.154685 5.395219  1.0878949 1.5767257 2.775882  0.8784528 3.543016
#>  [36,] 4.033127 5.736923  1.6612575 2.3541037 3.595407  1.5630894 3.453322
#>  [37,] 4.933887 6.087307  2.2491862 2.8957703 4.166441  2.0401351 3.401257
#>  [38,] 3.807573 5.649185  1.5140376 2.9064453 4.177694  2.0495366 3.415239
#>  [39,] 5.142239 6.168354  2.3851785 3.8383750 5.160150  2.8702869 4.223426
#>  [40,] 5.405105 6.270606  2.5567524 3.7248690 5.040490  2.7703221 3.659801
#>  [41,] 3.918844 5.692468  1.5866645 2.7348752 3.996822  1.8984348 3.811659
#>  [42,] 2.866233 5.283015  0.8996214 2.4533533 3.700037  1.6504985 3.742438
#>  [43,] 3.168561 5.400617  1.0969523 1.7373814 2.945248  1.0199422 2.857754
#>  [44,] 4.520682 5.926576  1.9794862 1.5516003 2.749394  0.8563248 4.390743
#>  [45,] 5.875303 6.453507  2.8636520 3.3325899 4.626943  2.4248420 4.869551
#>  [46,] 6.399715 6.657497  3.2059373 2.7851341 4.049806  1.9426978 4.372377
#>  [47,] 5.979727 6.494127  2.9318098 1.0362632 2.206118  0.4024676 4.426906
#>  [48,] 3.799916 5.646206  1.5090396 2.1511711 3.381472  1.3843667 4.538978
#>  [49,] 4.045680 5.741805  1.6694504 1.6298497 2.831886  0.9252390 3.946089
#>  [50,] 4.625767 5.967453  2.0480755 3.2986113 4.591122  2.3949170 4.070464
#>  [51,] 5.132804 6.164684  2.3790203 1.6792133 2.883926  0.9687136 3.484740
#>  [52,] 5.834903 6.437792  2.8372827 2.1911437 3.423612  1.4195706 3.605438
#>  [53,] 4.533833 5.931691  1.9880695 1.0753367 2.247310  0.4368796 4.004738
#>  [54,] 5.316130 6.235996  2.4986779 3.2141057 4.502035  2.3204931 3.552254
#>  [55,] 5.322983 6.238661  2.5031510 2.3189494 3.558346  1.5321290 3.920863
#>  [56,] 4.574606 5.947551  2.0146824 2.9462997 4.219709  2.0846363 4.093446
#>  [57,] 4.245432 5.819507  1.7998294 2.1666837 3.397825  1.3980287 4.752835
#>  [58,] 6.006051 6.504367  2.9489917 3.5429417 4.848699  2.6100988 4.022168
#>  [59,] 3.225450 5.422746  1.1340839 1.8195148 3.031834  1.0922771 3.651866
#>  [60,] 3.974659 5.714179  1.6230947 1.9127002 3.130072  1.1743454 3.774231
#>  [61,] 6.413869 6.663003  3.2151758 3.6779273 4.991003  2.7289806 4.928636
#>  [62,] 4.842747 6.051855  2.1896991 2.9869683 4.262583  2.1204531 3.847706
#>  [63,] 4.391112 5.876175  1.8949154 1.5520997 2.749921  0.8567647 3.492806
#>  [64,] 5.411988 6.273283  2.5612444 3.3755918 4.672276  2.4627138 4.612163
#>  [65,] 4.694873 5.994334  2.0931809 2.5168618 3.766989  1.7064305 3.321949
#>  [66,] 6.294470 6.616558  3.1372434 3.2612329 4.551717  2.3619979 4.797707
#>  [67,] 5.591665 6.343175  2.6785202 2.9545346 4.228391  2.0918888 4.095819
#>  [68,] 5.102202 6.152780  2.3590465 2.4832411 3.731545  1.6768207 4.146616
#>  [69,] 4.836821 6.049550  2.1858309 2.3638271 3.605657  1.5716529 4.048273
#>  [70,] 4.243995 5.818948  1.7988918 2.7688362 4.032625  1.9283443 3.594001
#>  [71,] 0.602391 4.402407 -0.5779959 1.8086717 3.020403  1.0827275 3.520391
#>  [72,] 4.104090 5.764526  1.7075752 1.6103003 2.811277  0.9080219 4.166711
#>  [73,] 4.775111 6.025546  2.1455528 1.8493150 3.063250  1.1185221 4.496105
#>  [74,] 4.965166 6.099475  2.2696021 3.8825143 5.206682  2.9091603 3.829201
#>  [75,] 4.381475 5.872426  1.8886251 1.7106966 2.917116  0.9964409 4.160867
#>  [76,] 3.527992 5.540431  1.3315542 0.8139273 1.971727  0.2066564 3.550605
#>  [77,] 5.539617 6.322929  2.6445483 3.5691806 4.876361  2.6332074 4.665653
#>  [78,] 2.264606 5.048989  0.5069373 1.3958761 2.585227  0.7191785 3.454457
#>  [79,] 6.335825 6.632645  3.1642362 2.5410814 3.792522  1.7277607 4.993557
#>  [80,] 4.239313 5.817126  1.7958354 1.2094784 2.388724  0.5550181 3.848459
#>  [81,] 4.706718 5.998942  2.1009125 1.3382818 2.524511  0.6684553 4.766872
#>  [82,] 5.277250 6.220872  2.4733007 3.3608541 4.656740  2.4497343 4.123297
#>  [83,] 5.412957 6.273660  2.5618769 1.0666155 2.238115  0.4291988 3.986041
#>  [84,] 5.511212 6.311880  2.6260083 2.6065395 3.861529  1.7854096 4.180080
#>  [85,] 3.624220 5.577863  1.3943621 1.9356878 3.154306  1.1945906 3.926099
#>  [86,] 6.464799 6.682814  3.2484180 3.7427523 5.059343  2.7860720 4.652875
#>  [87,] 5.689957 6.381410  2.7426763 2.3305447 3.570571  1.5423411 4.399491
#>  [88,] 4.866979 6.061281  2.2055155 3.8140811 5.134539  2.8488912 4.533485
#>  [89,] 4.432756 5.892374  1.9220968 0.8749742 2.036084  0.2604204 4.081708
#>  [90,] 4.302567 5.841732  1.8371216 3.4226701 4.721907  2.5041757 4.739908
#>  [91,] 3.801365 5.646770  1.5099856 2.0641292 3.289711  1.3077090 4.901710
#>  [92,] 4.867190 6.061363  2.2056532 2.0921922 3.319295  1.3324240 5.259208
#>  [93,] 4.842626 6.051808  2.1896198 1.4080057 2.598015  0.7298611 4.887465
#>  [94,] 3.624598 5.578010  1.3946090 1.9350440 3.153627  1.1940237 2.995825
#>  [95,] 4.494646 5.916448  1.9624923 3.5522971 4.858562  2.6183381 3.571020
#>  [96,] 4.236350 5.815974  1.7939019 2.6729443 3.931534  1.8438923 3.437734
#>  [97,] 4.701774 5.997018  2.0976856 3.4672888 4.768945  2.5434713 4.594814
#>  [98,] 6.597184 6.734310  3.3348260 4.7828504 6.155831  3.7020861 4.739183
#>  [99,] 3.835001 5.659854  1.5319397 1.5879935 2.787761  0.8883763 4.565456
#> [100,] 4.846321 6.053245  2.1920316 3.2620382 4.552566  2.3627071 4.227914
#> [101,] 5.583811 6.340120  2.6733942 2.2597946 3.495985  1.4800314 4.039631
#> [102,] 4.980822 6.105565  2.2798213 2.8023860 4.067993  1.9578915 4.230078
#> [103,] 5.277120 6.220821  2.4732161 2.8423553 4.110130  1.9930925 3.959795
#> [104,] 4.589765 5.953448  2.0245769 3.3897780 4.687232  2.4752076 4.311415
#> [105,] 7.413713 7.051930  3.8677773 4.5007134 5.858398  3.4536082 4.524705
#> [106,] 4.934555 6.087567  2.2496225 3.8244815 5.145503  2.8580509 4.874822
#> [107,] 5.903239 6.464374  2.8818856 5.2165785 6.613075  4.0840704 4.783060
#> [108,] 5.378329 6.260190  2.5392754 2.5316067 3.782533  1.7194163 5.006039
#> [109,] 5.272511 6.219028  2.4702076 4.9346730 6.315885  3.8357963 5.482428
#> [110,] 4.061292 5.747878  1.6796406 2.6261019 3.882152  1.8026382 3.386189
#> [111,] 5.979468 6.494026  2.9316408 4.2476778 5.591644  3.2307597 4.341327
#> [112,] 5.240839 6.206708  2.4495350 3.1508032 4.435300  2.2647425 4.060159
#> [113,] 5.223404 6.199926  2.4381550 3.4257457 4.725149  2.5068843 4.485882
#> [114,] 5.444943 6.286102  2.5827545 2.4028262 3.646771  1.6059993 4.303477
#> [115,] 4.747724 6.014892  2.1276773 1.1662792 2.343183  0.5169726 3.893361
#> [116,] 4.137636 5.777576  1.7294710 2.9607213 4.234913  2.0973374 4.592165
#> [117,] 5.028524 6.124120  2.3109565 3.0218560 4.299362  2.1511787 4.557357
#> [118,] 4.569554 5.945586  2.0113850 2.2408420 3.476004  1.4633398 4.547752
#> [119,] 3.941984 5.701469  1.6017678 2.0872140 3.314047  1.3280397 3.666631
#> [120,] 4.549137 5.937644  1.9980585 2.0816941 3.308228  1.3231784 4.135743
#> [121,] 4.220149 5.809672  1.7833271 2.4440749 3.690256  1.6423271 4.422401
#> [122,] 4.811760 6.039801  2.1694736 2.3989772 3.642713  1.6026095 3.827074
#> [123,] 6.342450 6.635222  3.1685607 4.8372057 6.213134  3.7499568 4.937858
#> [124,] 4.577683 5.948748  2.0166906 2.9195938 4.191556  2.0611164 3.948074
#> [125,] 6.026115 6.512171  2.9620872 3.4325389 4.732311  2.5128671 5.081616
#> [126,] 6.686227 6.768947  3.3929447 3.3555882 4.651188  2.4450967 4.951780
#> [127,] 4.360030 5.864084  1.8746282 4.0882558 5.423578  3.0903569 4.616294
#> [128,] 5.288288 6.225165  2.4805051 3.6697944 4.982430  2.7218180 3.812535
#> [129,] 5.638350 6.361335  2.7089920 3.8614534 5.184480  2.8906120 4.582876
#> [130,] 5.377215 6.259757  2.5385479 1.5514981 2.749287  0.8562349 4.532028
#> [131,] 4.739836 6.011824  2.1225285 4.3717140 5.722405  3.3399984 5.174412
#> [132,] 5.696160 6.383823  2.7467247 3.5949600 4.903538  2.6559113 5.188201
#> [133,] 5.793007 6.421495  2.8099371 1.6199540 2.821454  0.9165240 4.395250
#> [134,] 4.988990 6.108742  2.2851525 2.2726514 3.509538  1.4913544 3.992695
#> [135,] 5.406911 6.271308  2.5579310 3.3696477 4.666010  2.4574788 4.862451
#> [136,] 5.785735 6.418666  2.8051904 3.2871245 4.579013  2.3848007 4.059733
#> [137,] 4.759012 6.019283  2.1350447 4.3544109 5.704164  3.3247596 4.178655
#> [138,] 5.648068 6.365115  2.7153348 4.1019403 5.438005  3.1024088 4.144424
#> [139,] 5.973460 6.491689  2.9277195 3.5627850 4.869618  2.6275748 5.561066
#> [140,] 4.660365 5.980911  2.0706576 3.7989684 5.118607  2.8355815 5.569348
#> [141,] 3.969793 5.712286  1.6199190 3.7558145 5.073113  2.7975759 4.720271
#> [142,] 4.930325 6.085922  2.2468616 1.6529699 2.856260  0.9456011 4.056655
#> [143,] 5.819650 6.431859  2.8273270 4.0515517 5.384884  3.0580315 4.373973
#> [144,] 7.029252 6.902379  3.6168382 5.8524533 7.283424  4.6440852 5.003391
#> [145,] 3.219979 5.420618  1.1305126 2.7617797 4.025185  1.9221296 4.427583
#> [146,] 3.930972 5.697186  1.5945803 3.1240140 4.407059  2.2411492 3.734093
#> [147,] 4.600976 5.957809  2.0318943 3.5844929 4.892503  2.6466929 4.889374
#> [148,] 5.281441 6.222502  2.4760360 2.3151660 3.554358  1.5287970 4.598070
#> [149,] 4.836429 6.049397  2.1855750 5.4589872 6.868626  4.2975597 4.048021
#> [150,] 6.041838 6.518287  2.9723502 2.7907487 4.055725  1.9476426 3.999438
#> [151,] 6.957338 6.874406  3.5698998 5.0105315 6.395857  3.9026048 5.011642
#> [152,] 5.531900 6.319927  2.6395113 3.5271779 4.832081  2.5962156 4.749003
#> [153,] 4.917731 6.081023  2.2386415 2.7271651 3.988694  1.8916445 4.807575
#> [154,] 5.234355 6.204186  2.4453027 1.8154959 3.027598  1.0887377 4.478548
#> [155,] 5.825754 6.434233  2.8313109 3.6055126 4.914663  2.6652050 4.145728
#> [156,] 4.550489 5.938170  1.9989411 2.7583799 4.021601  1.9191354 4.203472
#> [157,] 3.502530 5.530527  1.3149351 1.9991572 3.221216  1.2504881 3.522276
#> [158,] 4.975028 6.103311  2.2760395 2.8286983 4.095732  1.9810648 3.874872
#> [159,] 5.292993 6.226995  2.4835760 4.0605581 5.394379  3.0659634 3.860510
#> [160,] 4.646821 5.975642  2.0618174 2.5846741 3.838478  1.7661527 3.870057
#> [161,] 4.117522 5.769751  1.7163420 4.4716719 5.827782  3.4280313 4.370756
#> [162,] 5.388928 6.264313  2.5461931 4.0600932 5.393889  3.0655540 4.076662
#> [163,] 6.484615 6.690522  3.2613522 5.5492851 6.963820  4.3770851 6.019375
#> [164,] 4.628426 5.968487  2.0498113 3.3004355 4.593045  2.3965236 3.419824
#> [165,] 5.951011 6.482957  2.9130667 3.6686809 4.981256  2.7208373 3.684584
#> [166,] 3.613889 5.573844  1.3876194 3.0278762 4.305709  2.1564807 3.872567
#> [167,] 4.871427 6.063011  2.2084187 2.8170691 4.083472  1.9708230 3.852418
#> [168,] 4.838813 6.050325  2.1871312 1.2937999 2.477617  0.6292801 4.729518
#> [169,] 6.318259 6.625812  3.1527707 2.3229653 3.562580  1.5356658 4.766782
#> [170,] 3.248175 5.431586  1.1489163 1.0719965 2.243788  0.4339378 3.595552
#> [171,] 5.321437 6.238060  2.5021420 4.0800265 5.414903  3.0831092 4.019016
#> [172,] 4.320680 5.848777  1.8489443 1.3666006 2.554365  0.6933957 2.801020
#> [173,] 6.218533 6.587020  3.0876796 3.4035805 4.701782  2.4873634 4.405753
#> [174,] 6.139440 6.556253  3.0360552 4.5507941 5.911194  3.4977142 4.201843
#> [175,] 5.319838 6.237438  2.5010979 3.0768446 4.357332  2.1996072 3.990956
#> [176,] 6.206048 6.582163  3.0795306 4.9990489 6.383752  3.8924921 3.978758
#> [177,] 4.507865 5.921590  1.9711206 2.7005412 3.960627  1.8681969 3.599255
#> [178,] 6.251687 6.599916  3.1093189 4.7409891 6.111701  3.6652189 4.761361
#> [179,] 3.928253 5.696128  1.5928056 4.5002734 5.857934  3.4532207 4.251641
#> [180,] 7.184288 6.962687  3.7180311 2.1395490 3.369220  1.3741312 5.599931
#> [181,] 5.334272 6.243053  2.5105193 2.7968180 4.062123  1.9529878 4.414175
#> [182,] 3.937160 5.699593  1.5986195 2.9471738 4.220631  2.0854061 3.438006
#> [183,] 5.128878 6.163157  2.3764574 3.6496646 4.961208  2.7040896 4.229796
#> [184,] 3.632523 5.581092  1.3997818 1.5652867 2.763823  0.8683784 3.742000
#> [185,] 5.014134 6.118523  2.3015640 2.9103915 4.181854  2.0530119 4.128354
#> [186,] 3.868604 5.672925  1.5538725 2.9699506 4.244643  2.1054656 3.447399
#> [187,] 3.055789 5.356750  1.0233452 2.4433048 3.689444  1.6416488 2.820520
#> [188,] 4.157710 5.785384  1.7425733 4.0638362 5.397835  3.0688505 4.066399
#> [189,] 4.253634 5.822697  1.8051827 2.7056963 3.966061  1.8727369 3.796578
#> [190,] 2.644508 5.196766  0.7549007 1.4861124 2.680356  0.7986496 3.202544
#> [191,] 4.164982 5.788213  1.7473193 2.6319710 3.888339  1.8078071 4.661766
#> [192,] 5.083642 6.145560  2.3469320 3.4613228 4.762655  2.5382171 4.748468
#> [193,] 4.425210 5.889438  1.9171711 4.1124616 5.449097  3.1116748 4.049484
#> [194,] 2.831105 5.269351  0.8766937 0.1332876 1.254186 -0.3927829 1.943076
#> [195,] 3.890178 5.681317  1.5679537 2.8803961 4.150233  2.0265950 3.821254
#> [196,] 5.094985 6.149973  2.3543358 4.2052864 5.546954  3.1934256 4.184398
#> [197,] 4.464393 5.904680  1.9427458 4.4142456 5.767242  3.3774560 3.735638
#> [198,] 5.116168 6.158213  2.3681618 3.8096848 5.129904  2.8450194 3.466293
#> [199,] 3.074200 5.363911  1.0353621 1.7614443 2.970615  1.0411344 2.689315
#> [200,] 4.807682 6.038215  2.1668118 2.8360624 4.103496  1.9875504 3.741481
#> [201,] 6.389635 6.653576  3.1993585 3.7874126 5.106425  2.8254043 4.457169
#> [202,] 4.691728 5.993110  2.0911283 3.4876079 4.790366  2.5613663 3.023952
#> [203,] 5.228258 6.201814  2.4413234 1.9804313 3.201475  1.2339962 3.680050
#> [204,] 4.614451 5.963051  2.0406898 4.2218413 5.564406  3.2080056 3.507323
#> [205,] 4.415466 5.885648  1.9108114 2.4916568 3.740418  1.6842324 3.056693
#> [206,] 4.359125 5.863732  1.8740376 3.6173905 4.927184  2.6756658 4.452927
#> [207,] 5.294744 6.227677  2.4847192 2.5057097 3.755232  1.6966088 3.494231
#> [208,] 2.541359 5.156643  0.6875755 2.4937530 3.742627  1.6860785 3.642782
#> [209,] 4.315284 5.846678  1.8454223 1.2373799 2.418138  0.5795910 2.241806
#> [210,] 4.844145 6.052399  2.1906113 2.2952865 3.533401  1.5112892 3.455430
#> [211,] 5.595096 6.344510  2.6807598 4.5060381 5.864011  3.4582976 3.738691
#> [212,] 4.629321 5.968835  2.0503950 3.1063660 4.388454  2.2256067 4.579570
#> [213,] 4.395476 5.877872  1.8977637 3.3672565 4.663489  2.4553728 4.078092
#> [214,] 6.251786 6.599955  3.1093840 5.1359065 6.528029  4.0130226 4.307319
#> [215,] 4.375516 5.870108  1.8847358 2.4567967 3.703667  1.6535311 3.261311
#> [216,] 4.043371 5.740907  1.6679435 3.0676351 4.347623  2.1914964 3.811382
#> [217,] 5.268617 6.217514  2.4676661 5.7872841 7.214722  4.5866907 4.224873
#> [218,] 5.323924 6.239027  2.5037648 2.2924573 3.530418  1.5087974 4.217605
#> [219,] 4.495702 5.916859  1.9631815 2.9786315 4.253794  2.1131109 4.026842
#> [220,] 4.903240 6.075386  2.2291832 1.1289530 2.303833  0.4840995 4.096097
#> [221,] 4.633906 5.970619  2.0533879 1.7920252 3.002854  1.0680670 2.925193
#> [222,] 2.906013 5.298489  0.9255858 2.9523500 4.226088  2.0899648 3.446779
#> [223,] 6.820045 6.821001  3.4802883 2.7318900 3.993675  1.8958057 4.008858
#> [224,] 3.976603 5.714935  1.6243636 3.5811934 4.889025  2.6437871 3.926751
#> [225,] 6.257390 6.602135  3.1130416 3.0183154 4.295630  2.1480605 4.315214
#> [226,] 5.966413 6.488948  2.9231197 2.2972548 3.535476  1.5130226 4.530967
#> [227,] 5.639565 6.361808  2.7097850 2.5146096 3.764615  1.7044469 5.023286
#> [228,] 4.481601 5.911374  1.9539776 2.7506089 4.013409  1.9122914 4.699380
#> [229,] 4.083673 5.756584  1.6942488 2.4067504 3.650908  1.6094553 3.615132
#> [230,] 5.758623 6.408120  2.7874944 5.2433966 6.641347  4.1076891 4.468352
#> [231,] 3.971763 5.713053  1.6212048 2.2733300 3.510254  1.4919520 3.047127
#> [232,] 3.532463 5.542170  1.3344719 3.1607937 4.445833  2.2735411 3.743914
#> [233,] 3.876560 5.676020  1.5590653 4.8338797 6.209627  3.7470277 3.726120
#> [234,] 3.986839 5.718917  1.6310453 2.3492469 3.590287  1.5588121 3.020078
#> [235,] 4.791732 6.032011  2.1564013 1.8222232 3.034690  1.0946624 3.429437
#> [236,] 4.810071 6.039144  2.1683712 2.6496478 3.906974  1.8233751 4.397475
#> [237,] 5.162896 6.176389  2.3986615 4.6711691 6.038095  3.6037285 4.862881
#> [238,] 5.773459 6.413891  2.7971782 4.2312929 5.574370  3.2163295 4.922686
#> [239,] 5.650285 6.365978  2.7167820 4.5912420 5.953835  3.5333366 4.741623
#> [240,] 5.897809 6.462262  2.8783415 4.1240364 5.461299  3.1218688 5.210120
#> [241,] 7.010815 6.895208  3.6048048 4.1747210 5.514731  3.1665067 4.961395
#> [242,] 5.223980 6.200150  2.4385310 4.5637411 5.924843  3.5091167 3.717248
#> [243,] 5.846513 6.442308  2.8448603 3.5737729 4.881202  2.6372518 4.419473
#> [244,] 5.452470 6.289030  2.5876674 4.0431076 5.375982  3.0505948 3.923045
#> [245,] 5.482441 6.300689  2.6072299 3.4053096 4.703605  2.4888863 4.126171
#> [246,] 6.048978 6.521064  2.9770099 3.2382937 4.527534  2.3417954 4.982197
#> [247,] 4.436378 5.893782  1.9244603 3.0024377 4.278891  2.1340770 3.591029
#> [248,] 5.652858 6.366979  2.7184610 4.1356427 5.473534  3.1320904 4.474460
#> [249,] 5.544951 6.325004  2.6480303 3.8404098 5.162295  2.8720789 5.102356
#> [250,] 3.617206 5.575134  1.3897840 2.7688286 4.032617  1.9283375 4.418221
#> [251,] 4.285693 5.835168  1.8261083 3.9725504 5.301600  2.9884551 4.681802
#> [252,] 7.322685 7.016521  3.8083629 5.4712459 6.881549  4.3083560 5.177051
#> [253,] 4.943008 6.090856  2.2551401 4.2919167 5.638281  3.2697209 4.119277
#> [254,] 4.310242 5.844717  1.8421314 3.5506474 4.856823  2.6168852 3.939137
#> [255,] 4.634093 5.970691  2.0535097 4.7494437 6.120614  3.6726649 3.181616
#> [256,] 5.350120 6.249217  2.5208632 2.6762566 3.935026  1.8468094 4.230524
#> [257,] 5.285791 6.224194  2.4788756 2.5461901 3.797907  1.7322599 4.216868
#> [258,] 6.671040 6.763040  3.3830325 5.2838297 6.683972  4.1432985 5.554796
#> [259,] 6.054683 6.523284  2.9807341 3.5312481 4.836372  2.5998002 4.060896
#> [260,] 3.506149 5.531934  1.3172968 3.5019710 4.805507  2.5740160 2.797921
#> [261,] 5.684571 6.379315  2.7391607 4.1486853 5.487284  3.1435771 3.753431
#> [262,] 5.323088 6.238702  2.5032191 3.1349077 4.418543  2.2507433 5.712305
#> [263,] 3.977863 5.715426  1.6251865 3.2107540 4.498502  2.3175412 4.362662
#> [264,] 3.955450 5.706707  1.6105570 4.2365239 5.579885  3.2209365 3.894552
#> [265,] 4.706477 5.998848  2.1007555 4.4262072 5.779852  3.3879905 4.651837
#> [266,] 5.377765 6.259971  2.5389074 4.8376252 6.213576  3.7503263 4.793603
#> [267,] 5.537708 6.322187  2.6433028 5.6479880 7.067874  4.4640127 4.680158
#> [268,] 4.825259 6.045053  2.1782847 4.9487837 6.330761  3.8482236 4.378668
#> [269,] 5.879331 6.455074  2.8662809 5.7100012 7.133249  4.5186277 5.331213
#> [270,] 4.587544 5.952584  2.0231273 2.4363801 3.682144  1.6355502 4.087260
#> [271,] 5.609502 6.350114  2.6901628 3.3440926 4.639069  2.4349724 3.896878
#> [272,] 4.726369 6.006585  2.1137387 4.1497667 5.488424  3.1445295 4.651914
#> [273,] 5.147303 6.170324  2.3884836 3.3343581 4.628807  2.4263993 5.069678
#> [274,] 4.571422 5.946313  2.0126044 2.7281386 3.989721  1.8925019 4.404276
#> [275,] 5.299557 6.229549  2.4878608 2.5905609 3.844684  1.7713372 4.903115
#> [276,] 3.015120 5.340930  0.9968003 2.2890071 3.526781  1.5057588 3.978234
#> [277,] 5.052865 6.133588  2.3268435 3.2096846 4.497374  2.3165993 3.832296
#> [278,] 4.522525 5.927293  1.9806890 3.1299430 4.413309  2.2463710 4.152786
#> [279,] 5.563675 6.332288  2.6602514 2.2393021 3.474381  1.4619837 4.633023
#> [280,] 5.895627 6.461413  2.8769176 3.2694500 4.560380  2.3692347 4.504508
#> [281,] 3.540694 5.545372  1.3398445 2.2639588 3.500375  1.4836988 4.420953
#> [282,] 5.422086 6.277211  2.5678358 4.5764368 5.938227  3.5202977 3.699278
#> [283,] 4.690288 5.992550  2.0901883 2.1160305 3.344426  1.3534184 3.565788
#> [284,] 6.603512 6.736772  3.3389564 4.1653703 5.504874  3.1582716 3.900045
#> [285,] 5.187934 6.186129  2.4150036 2.9928104 4.268742  2.1255983 5.130219
#> [286,] 5.501413 6.308069  2.6196129 3.2767343 4.568059  2.3756500 4.523848
#> [287,] 4.772900 6.024685  2.1441097 5.0728792 6.461585  3.9575144 4.322818
#> [288,] 4.475555 5.909022  1.9500319 2.9074801 4.178785  2.0504479 4.511789
#> [289,] 5.169985 6.179147  2.4032882 3.1392611 4.423133  2.2545774 4.536625
#> [290,] 5.240326 6.206509  2.4492006 3.1053708 4.387405  2.2247302 4.410583
#> [291,] 4.586735 5.952270  2.0225994 2.3162336 3.555483  1.5297372 4.710851
#> [292,] 4.438389 5.894565  1.9257731 1.7359536 2.943743  1.0186848 3.692903
#> [293,] 4.801513 6.035816  2.1627853 2.7963145 4.061593  1.9525444 4.675731
#> [294,] 4.909456 6.077804  2.2332406 2.6440063 3.901027  1.8184066 3.889904
#> [295,] 4.995587 6.111308  2.2894583 2.2883250 3.526062  1.5051581 3.774280
#> [296,] 5.843856 6.441275  2.8431263 3.1657659 4.451074  2.2779201 4.786129
#> [297,] 4.339520 5.856106  1.8612408 2.4784023 3.726444  1.6725592 4.543362
#> [298,] 3.469748 5.517775  1.2935380 2.3694302 3.611564  1.5765875 4.214875
#> [299,] 4.878948 6.065937  2.2133277 4.5695839 5.931002  3.5142624 5.083138
#> [300,] 3.677886 5.598738  1.4293906 3.0866622 4.367682  2.2082535 4.015902
#> [301,] 5.777534 6.415476  2.7998375 4.0187023 5.350254  3.0291011 4.192106
#>              x8       x9
#>   [1,] 5.483198 5.327486
#>   [2,] 5.913276 5.784604
#>   [3,] 5.005593 4.819854
#>   [4,] 5.709615 5.568138
#>   [5,] 4.917381 4.726096
#>   [6,] 6.393899 6.295444
#>   [7,] 6.065081 5.945952
#>   [8,] 5.354384 5.190573
#>   [9,] 4.994436 4.807995
#>  [10,] 5.071470 4.889872
#>  [11,] 5.514130 5.360363
#>  [12,] 4.644987 4.436576
#>  [13,] 5.805914 5.670491
#>  [14,] 5.273361 5.104457
#>  [15,] 5.650917 5.505750
#>  [16,] 4.440231 4.218947
#>  [17,] 6.199059 6.088354
#>  [18,] 5.168367 4.992862
#>  [19,] 4.837813 4.641525
#>  [20,] 5.274828 5.106016
#>  [21,] 4.874272 4.680277
#>  [22,] 6.132771 6.017898
#>  [23,] 4.833872 4.637337
#>  [24,] 5.384832 5.222935
#>  [25,] 4.898538 4.706068
#>  [26,] 5.398953 5.237945
#>  [27,] 5.444409 5.286259
#>  [28,] 4.887878 4.694737
#>  [29,] 7.029718 6.971238
#>  [30,] 5.791426 5.655093
#>  [31,] 5.949015 5.822589
#>  [32,] 4.374377 4.148952
#>  [33,] 4.832667 4.636055
#>  [34,] 5.425347 5.265998
#>  [35,] 4.811625 4.613691
#>  [36,] 4.711807 4.507597
#>  [37,] 4.653865 4.446013
#>  [38,] 4.669426 4.462551
#>  [39,] 5.568836 5.418508
#>  [40,] 4.941592 4.751829
#>  [41,] 5.110591 4.931453
#>  [42,] 5.033557 4.849576
#>  [43,] 4.049015 3.803135
#>  [44,] 5.755038 5.616417
#>  [45,] 6.287892 6.182772
#>  [46,] 5.734600 5.594694
#>  [47,] 5.795284 5.659193
#>  [48,] 5.920006 5.791757
#>  [49,] 5.260195 5.090463
#>  [50,] 5.398608 5.237578
#>  [51,] 4.746772 4.544760
#>  [52,] 4.881093 4.687527
#>  [53,] 5.325464 5.159835
#>  [54,] 4.821905 4.624618
#>  [55,] 5.232122 5.060625
#>  [56,] 5.424185 5.264763
#>  [57,] 6.158002 6.044715
#>  [58,] 5.344861 5.180452
#>  [59,] 4.932761 4.742443
#>  [60,] 5.068938 4.887182
#>  [61,] 6.353646 6.252660
#>  [62,] 5.150707 4.974091
#>  [63,] 4.755747 4.554300
#>  [64,] 6.001451 5.878323
#>  [65,] 4.565606 4.352204
#>  [66,] 6.207938 6.097792
#>  [67,] 5.426825 5.267569
#>  [68,] 5.483356 5.327654
#>  [69,] 5.373913 5.211330
#>  [70,] 4.868365 4.673998
#>  [71,] 4.786447 4.586930
#>  [72,] 5.505719 5.351423
#>  [73,] 5.872293 5.741044
#>  [74,] 5.130113 4.952202
#>  [75,] 5.499215 5.344510
#>  [76,] 4.820071 4.622668
#>  [77,] 6.060979 5.941592
#>  [78,] 4.713070 4.508940
#>  [79,] 6.425895 6.329452
#>  [80,] 5.151545 4.974982
#>  [81,] 6.173623 6.061319
#>  [82,] 5.457405 5.300071
#>  [83,] 5.304656 5.137720
#>  [84,] 5.520597 5.367237
#>  [85,] 5.237948 5.066817
#>  [86,] 6.046759 5.926479
#>  [87,] 5.764774 5.626765
#>  [88,] 5.913892 5.785259
#>  [89,] 5.411122 5.250879
#>  [90,] 6.143615 6.029424
#>  [91,] 6.323680 6.220810
#>  [92,] 6.721531 6.643674
#>  [93,] 6.307828 6.203961
#>  [94,] 4.202671 3.966451
#>  [95,] 4.842790 4.646815
#>  [96,] 4.694460 4.489159
#>  [97,] 5.982144 5.857802
#>  [98,] 6.142808 6.028567
#>  [99,] 5.949472 5.823075
#> [100,] 5.573831 5.423817
#> [101,] 5.364295 5.201108
#> [102,] 5.576238 5.426376
#> [103,] 5.275448 5.106674
#> [104,] 5.666757 5.522586
#> [105,] 5.904122 5.774874
#> [106,] 6.293758 6.189007
#> [107,] 6.191638 6.080466
#> [108,] 6.439786 6.344215
#> [109,] 6.969946 6.907708
#> [110,] 4.637097 4.428190
#> [111,] 5.700044 5.557966
#> [112,] 5.387140 5.225389
#> [113,] 5.860916 5.728952
#> [114,] 5.657923 5.513196
#> [115,] 5.201515 5.028093
#> [116,] 5.979196 5.854668
#> [117,] 5.940459 5.813496
#> [118,] 5.929770 5.802134
#> [119,] 4.949194 4.759908
#> [120,] 5.471256 5.314794
#> [121,] 5.790270 5.653864
#> [122,] 5.127746 4.949687
#> [123,] 6.363909 6.263568
#> [124,] 5.262404 5.092811
#> [125,] 6.523893 6.433610
#> [126,] 6.379402 6.280036
#> [127,] 6.006048 5.883208
#> [128,] 5.111566 4.932489
#> [129,] 5.968859 5.843681
#> [130,] 5.912271 5.783536
#> [131,] 6.627164 6.543374
#> [132,] 6.642509 6.559684
#> [133,] 5.760054 5.621748
#> [134,] 5.312061 5.145590
#> [135,] 6.279990 6.174373
#> [136,] 5.386666 5.224885
#> [137,] 5.519011 5.365551
#> [138,] 5.480916 5.325061
#> [139,] 7.057461 7.000724
#> [140,] 7.066678 7.010521
#> [141,] 6.121762 6.006197
#> [142,] 5.383241 5.221245
#> [143,] 5.736375 5.596581
#> [144,] 6.436838 6.341083
#> [145,] 5.796037 5.659993
#> [146,] 5.024270 4.839704
#> [147,] 6.309952 6.206219
#> [148,] 5.985767 5.861652
#> [149,] 5.373633 5.211032
#> [150,] 5.319566 5.153566
#> [151,] 6.446021 6.350843
#> [152,] 6.153736 6.040182
#> [153,] 6.218920 6.109463
#> [154,] 5.852754 5.720277
#> [155,] 5.482368 5.326604
#> [156,] 5.546629 5.394906
#> [157,] 4.788545 4.589159
#> [158,] 5.180940 5.006225
#> [159,] 5.164956 4.989236
#> [160,] 5.175580 5.000528
#> [161,] 5.732796 5.592776
#> [162,] 5.405506 5.244910
#> [163,] 7.567501 7.542832
#> [164,] 4.674528 4.467974
#> [165,] 4.969172 4.781143
#> [166,] 5.178374 5.003498
#> [167,] 5.155951 4.979664
#> [168,] 6.132052 6.017135
#> [169,] 6.173522 6.061212
#> [170,] 4.870091 4.675833
#> [171,] 5.341353 5.176723
#> [172,] 3.985877 3.736028
#> [173,] 5.771743 5.634172
#> [174,] 5.544817 5.392979
#> [175,] 5.310126 5.143533
#> [176,] 5.296551 5.129104
#> [177,] 4.874212 4.680213
#> [178,] 6.167489 6.054800
#> [179,] 5.600236 5.451882
#> [180,] 7.100713 7.046696
#> [181,] 5.781115 5.644133
#> [182,] 4.694763 4.489481
#> [183,] 5.575924 5.426042
#> [184,] 5.033069 4.849057
#> [185,] 5.463032 5.306053
#> [186,] 4.705215 4.500591
#> [187,] 4.007579 3.759093
#> [188,] 5.394084 5.232770
#> [189,] 5.093808 4.913615
#> [190,] 4.432723 4.210967
#> [191,] 6.056653 5.936995
#> [192,] 6.153141 6.039549
#> [193,] 5.375261 5.212763
#> [194,] 3.031094 2.721216
#> [195,] 5.121269 4.942803
#> [196,] 5.525403 5.372345
#> [197,] 5.025989 4.841532
#> [198,] 4.726242 4.522940
#> [199,] 3.861563 3.603898
#> [200,] 5.032492 4.848444
#> [201,] 5.828963 5.694989
#> [202,] 4.233972 3.999720
#> [203,] 4.964127 4.775781
#> [204,] 4.771904 4.571472
#> [205,] 4.270409 4.038448
#> [206,] 5.824241 5.689971
#> [207,] 4.757334 4.555986
#> [208,] 4.922653 4.731699
#> [209,] 3.363542 3.074566
#> [210,] 4.714153 4.510091
#> [211,] 5.029387 4.845144
#> [212,] 5.965180 5.839771
#> [213,] 5.407097 5.246601
#> [214,] 5.662198 5.517741
#> [215,] 4.498123 4.280479
#> [216,] 5.110283 4.931125
#> [217,] 5.570446 5.420219
#> [218,] 5.562357 5.411622
#> [219,] 5.350063 5.185980
#> [220,] 5.427135 5.267898
#> [221,] 4.124066 3.882904
#> [222,] 4.704525 4.499857
#> [223,] 5.330048 5.164708
#> [224,] 5.238673 5.067588
#> [225,] 5.670985 5.527079
#> [226,] 5.911091 5.782281
#> [227,] 6.458980 6.364616
#> [228,] 6.098513 5.981487
#> [229,] 4.891881 4.698992
#> [230,] 5.841407 5.708216
#> [231,] 4.259764 4.027133
#> [232,] 5.035199 4.851321
#> [233,] 5.015397 4.830274
#> [234,] 4.229661 3.995138
#> [235,] 4.685226 4.479345
#> [236,] 5.762531 5.624381
#> [237,] 6.280469 6.174882
#> [238,] 6.347024 6.245622
#> [239,] 6.145524 6.031453
#> [240,] 6.666901 6.585610
#> [241,] 6.390102 6.291408
#> [242,] 5.005523 4.819779
#> [243,] 5.787012 5.650401
#> [244,] 5.234550 5.063205
#> [245,] 5.460603 5.303470
#> [246,] 6.413252 6.316014
#> [247,] 4.865058 4.670483
#> [248,] 5.848205 5.715442
#> [249,] 6.546974 6.458143
#> [250,] 5.785618 5.648920
#> [251,] 6.078951 5.960695
#> [252,] 6.630100 6.546495
#> [253,] 5.452931 5.295317
#> [254,] 5.252458 5.082239
#> [255,] 4.409432 4.186212
#> [256,] 5.576735 5.426904
#> [257,] 5.561538 5.410752
#> [258,] 7.050483 6.993308
#> [259,] 5.387961 5.226261
#> [260,] 3.982428 3.732361
#> [261,] 5.045790 4.862578
#> [262,] 7.225770 7.179616
#> [263,] 5.723788 5.583202
#> [264,] 5.202841 5.029503
#> [265,] 6.045603 5.925250
#> [266,] 6.203371 6.092937
#> [267,] 6.077121 5.958749
#> [268,] 5.741600 5.602135
#> [269,] 6.801663 6.728844
#> [270,] 5.417300 5.257445
#> [271,] 5.205429 5.032254
#> [272,] 6.045689 5.925341
#> [273,] 6.510607 6.419490
#> [274,] 5.770099 5.632425
#> [275,] 6.325244 6.222472
#> [276,] 5.295968 5.128485
#> [277,] 5.133558 4.955864
#> [278,] 5.490222 5.334952
#> [279,] 6.024666 5.902996
#> [280,] 5.881645 5.750984
#> [281,] 5.788658 5.652151
#> [282,] 4.985525 4.798524
#> [283,] 4.836967 4.640626
#> [284,] 5.208954 5.036000
#> [285,] 6.577982 6.491100
#> [286,] 5.903168 5.773860
#> [287,] 5.679447 5.536073
#> [288,] 5.889748 5.759596
#> [289,] 5.917387 5.788973
#> [290,] 5.777118 5.639886
#> [291,] 6.111278 5.995054
#> [292,] 4.978430 4.790983
#> [293,] 6.072194 5.953513
#> [294,] 5.197667 5.024004
#> [295,] 5.068992 4.887239
#> [296,] 6.195054 6.084097
#> [297,] 5.924884 5.796942
#> [298,] 5.559320 5.408394
#> [299,] 6.525587 6.435412
#> [300,] 5.337888 5.173040
#> [301,] 5.533980 5.381461
#> 

# Point estimates only, skipping the manual summary() step
predict(fit, type = "yhat", summary = TRUE)
#> Mean of predicted values from inlavaan model
#> 
#>      x1   x2   x3   x4   x5    x6   x7   x8   x9
#> 1  4.13 5.65 1.66 2.91 4.18 2.050 4.25 5.61 5.46
#> 2  5.01 6.13 2.30 2.05 3.22 1.253 4.83 6.30 6.11
#> 3  4.20 5.68 1.71 1.21 2.28 0.475 3.37 4.55 4.47
#> 4  5.35 6.32 2.56 3.07 4.35 2.195 3.94 5.23 5.10
#> 5  4.53 5.86 1.94 2.94 4.21 2.077 4.37 5.75 5.58
#> 6  4.93 6.08 2.25 1.73 2.87 0.958 4.88 6.35 6.16
#> 7  3.95 5.55 1.53 3.72 5.07 2.793 4.23 5.57 5.40
#> 8  5.05 6.15 2.32 2.95 4.22 2.082 3.65 4.89 4.77
#> 9  4.70 5.96 2.08 3.45 4.77 2.545 4.40 5.78 5.63
#> 10 3.89 5.51 1.48 3.15 4.44 2.270 3.64 4.87 4.75
#> # ℹ 291 more rows
#> 
# }