Raport 8.

Bootstrap

Raport 8.

W tym raporcie zostaną wykorzystane procedury klasycznej i bootstrapowej ANOVA jedno- i dwuczynnikowej z wizualizacją dla wybranych danych.

Opis danych

Wybrane dane dotyczą płac w regionie środkowoatlantyckim. Płace i inne dane dla grupy 3000 pracowników płci męskiej w regionie środkowoatlantyckim.

Ramka danych zawierająca 3000 obserwacji następujących 11 zmiennych. Zmienne to:

year - Rok, w którym zarejestrowano informacje o wynagrodzeniach

age - Wiek pracownika

maritl - Współczynnik z poziomami 1. Nigdy nie żonaty 2. Żonaty 3. Wdowiec 4. Rozwiedziony i 5. W separacji wskazujący stan cywilny

race - Współczynnik z poziomami 1. Biała 2. Czarna 3. Azjatka i 4. Inna rasa wskazująca

education - Współczynnik z poziomami 1. < HS Grad 2. HS Grad 3. Niektóre College 4. College Grad i 5. Advanced Degree wskazujący poziom wykształcenia

region - Region kraju (tylko środkowoatlantycki)

job class - Współczynnik z poziomami 1. Przemysłowy i 2. Informacja wskazująca rodzaj pracy

health - Współczynnik o poziomach 1. <=Dobry i 2. >=Bardzo dobry wskazujący poziom zdrowia pracownika

health_ins - Współczynnik o poziomach 1. Tak i 2. Nie wskazujący, czy pracownik posiada ubezpieczenie zdrowotne

logwage - Dziennik płac pracowników

wage - Surowa płaca pracowników

Źródło danych: Dane zostały ręcznie zebrane przez Steve’a Millera z Inquidia Consulting (wcześniej Open BI). Od dodatku do aktualnych danych z badania populacji z marca 2011 r.

Dane odnośnie płacy (wage), rasy (race) i wykształcenia (education) zostaną poddane weryfikacji statystycznej i wizualizacjom.

Analizy opisowe i przekrojowe

Przeprowadzona zostanie wstępna analiza opisowa i przekrojowa danych.

Analizowanie zależności między płacą a rasą:

data=Wage
ggbetweenstats(
  data=Wage,
  y=wage,
  x=race
)

Wnioski z analizy: Test jednoczynikowej ANOVA pokazuje, że najwyższe średnie wynagrodzenie jest dla osób rasy azjatyckiej i wynosi średnio 120,29 dolara tygodniowo. Najniższe jest dla osób innej rasy niż azjatyckiej, białej i czarnej i wynosi odpowiednio 89,97 dolarów tygodniowo. Dla testu ANOVA hipotezy są następujące: H0 wartości są nieistotnie różne od zera, HA wartości istotnie różne od zera. Ze względu na niską wartość p-value (<0,05) odrzucamy hipotezę zerową na korzyść alternetywnej, zatem występują istotne różnice między średnimi populacyjnymi.

Analizowanie zależności między płacą a wykształceniem:

data=Wage
ggbetweenstats(
  data=Wage,
  y=wage,
  x=education
)

Wnioski z analizy: Test jednoczynikowej ANOVA pokazuje, że najwyższe średnie wynagrodzenie jest dla trzeciego stopani skolaryzacji i wynosi średnio 150,92 dolara tygodniowo. Najniższe jest dla pierwszego stopnia skolaryzacji i niższego i wynosi odpowiednio 84,10 dolarów tygodniowo.

Dla testu ANOVA hipotezy są następujące: H0 wartości są nieistotnie różne od zera, HA wartości istotnie różne od zera. Ze względu na niską wartość p-value (<0,05) odrzucamy hipotezę zerową na korzyść alternetywnej, zatem występują istotne różnice między średnimi populacyjnymi.

Bootstrapowa procedura ANOVA

Procedura ANOVA wykazuje istnienie różnic pomiędzy średnimi danych próbek. W tym przypadku zastosowane jest podejści bootstrapowe.

Wczytujemy bibliotekę lmboot i przeprowadzamy procedurę dwuczynnikową ANOVA.

library(lmboot)
ANOVA.boot(wage~race+education,data=Wage)

## $terms
## [1] "race       " "education  " "Residuals  "
## 
## $df
## [1]    3    4 2992
## 
## $origFStats
## [1]  15.84351 221.77230
## 
## $origSSE
## [1] 3979117
## 
## $origSSTr
## [1]   63211.74 1179756.70
## 
## $bootFStats
##                [,1]       [,2]
##    [1,] 0.778923877 1.41081584
##    [2,] 0.429919500 0.14352956
##    [3,] 2.650966581 0.76463871
##    [4,] 2.046430907 1.08782502
##    [5,] 0.905621940 1.73844002
##    [6,] 1.170922884 0.19883394
##    [7,] 1.601496468 1.32120841
##    [8,] 0.490730285 1.26045622
##    [9,] 1.363530012 3.11104615
##   [10,] 0.475324386 2.25924741
##   [11,] 1.048979446 1.28602074
##   [12,] 1.112592386 0.56929050
##   [13,] 2.983254485 0.52813403
##   [14,] 0.340035518 0.91694347
##   [15,] 0.888282648 0.36506437
##   [16,] 1.057076225 0.08845268
##   [17,] 0.684782244 1.03285196
##   [18,] 3.568641185 0.17525798
##   [19,] 0.937462638 1.38130633
##   [20,] 1.771907754 0.33379393
##   [21,] 1.554696686 0.12061687
##   [22,] 1.074578493 0.44132610
##   [23,] 1.147391901 0.65241806
##   [24,] 0.726926018 1.70005934
##   [25,] 1.242929892 0.87632660
##   [26,] 0.868935317 1.61491040
##   [27,] 2.371356145 1.02738860
##   [28,] 1.637821071 0.93646063
##   [29,] 0.825899292 1.61177467
##   [30,] 0.526416571 0.65443212
##   [31,] 0.709014042 1.75323969
##   [32,] 1.631693462 0.74708232
##   [33,] 0.378342497 0.66041489
##   [34,] 0.315240310 1.63725816
##   [35,] 0.931817056 0.92595286
##   [36,] 0.658459386 0.17650562
##   [37,] 0.312859660 0.93103971
##   [38,] 2.507561488 0.11318191
##   [39,] 0.552334103 0.34266095
##   [40,] 0.901151731 0.57150633
##   [41,] 0.113823190 1.77163816
##   [42,] 0.293524025 1.62590860
##   [43,] 1.173734193 0.67315596
##   [44,] 0.188907330 1.17732768
##   [45,] 0.109305394 0.08834016
##   [46,] 0.368061144 0.27068614
##   [47,] 0.271200513 1.47830488
##   [48,] 2.209660162 0.65225108
##   [49,] 1.100829511 0.44325432
##   [50,] 0.278168496 1.57073124
##   [51,] 0.427390464 0.60214538
##   [52,] 0.912385115 0.61048372
##   [53,] 0.407197408 0.82716419
##   [54,] 6.168806215 1.61637650
##   [55,] 1.418208411 1.07017789
##   [56,] 1.253819701 0.98833198
##   [57,] 0.746953179 0.59700097
##   [58,] 1.635196495 0.42225370
##   [59,] 0.456792919 1.18128369
##   [60,] 1.733835628 1.69482068
##   [61,] 2.203086521 0.11319118
##   [62,] 1.589779489 0.11291536
##   [63,] 0.020391539 1.45328949
##   [64,] 0.216446346 1.34326486
##   [65,] 0.237235146 1.16659591
##   [66,] 0.021423226 0.72502926
##   [67,] 0.504095660 0.40128219
##   [68,] 0.965745631 0.50549094
##   [69,] 1.385501020 0.99048025
##   [70,] 0.616555240 1.47278627
##   [71,] 0.643294846 1.15381176
##   [72,] 0.537039717 0.84242786
##   [73,] 0.163444556 1.55485280
##   [74,] 0.191505381 0.14255899
##   [75,] 0.393217160 4.49734500
##   [76,] 0.258244498 0.14633675
##   [77,] 1.053438041 0.40494224
##   [78,] 0.408945284 1.50518640
##   [79,] 0.708165438 0.65480795
##   [80,] 0.147043746 0.74018031
##   [81,] 1.283533338 0.64724326
##   [82,] 2.861870446 5.40889974
##   [83,] 0.128357648 1.11677763
##   [84,] 0.327333892 1.44186813
##   [85,] 0.680447436 3.13383277
##   [86,] 0.757335327 0.11537084
##   [87,] 0.326660494 0.48941887
##   [88,] 0.165209024 1.00303234
##   [89,] 3.113726839 1.44577908
##   [90,] 0.224514020 1.67111831
##   [91,] 2.214490106 0.43899676
##   [92,] 1.877052554 1.35959620
##   [93,] 1.013678069 2.60466942
##   [94,] 0.313237549 0.32695855
##   [95,] 1.627626054 1.21526306
##   [96,] 0.626219766 0.21334132
##   [97,] 0.297939919 1.24983552
##   [98,] 0.843140196 0.39595268
##   [99,] 0.623047270 0.22119286
##  [100,] 0.534604273 3.37626045
##  [101,] 1.665751226 0.43261621
##  [102,] 2.037411259 1.71143395
##  [103,] 1.463502060 2.82502862
##  [104,] 3.506259044 0.96722458
##  [105,] 0.154998811 0.34758524
##  [106,] 0.646545338 0.71428429
##  [107,] 1.157615197 0.88232654
##  [108,] 0.406190323 0.53670439
##  [109,] 0.606713891 0.59176657
##  [110,] 0.412584076 0.67577194
##  [111,] 0.387266515 2.87538812
##  [112,] 1.477004979 0.98150462
##  [113,] 0.410518620 0.51293282
##  [114,] 3.950634478 0.53237118
##  [115,] 0.317838238 0.94869290
##  [116,] 0.716806969 0.38763407
##  [117,] 1.535018446 2.03300930
##  [118,] 3.691363164 0.95865692
##  [119,] 2.413281283 0.06082410
##  [120,] 1.298084675 0.19973514
##  [121,] 1.544526553 0.63659221
##  [122,] 3.884739394 4.43296181
##  [123,] 0.442662219 0.65957828
##  [124,] 1.403892017 2.53358292
##  [125,] 1.294185397 1.23252400
##  [126,] 2.782362382 1.69591739
##  [127,] 0.597690362 0.56936079
##  [128,] 0.594645081 1.42022743
##  [129,] 2.231616892 1.06417160
##  [130,] 0.507985604 1.41349934
##  [131,] 0.960532155 0.44209397
##  [132,] 0.895257826 0.25022419
##  [133,] 0.807514398 0.29650776
##  [134,] 0.247996430 2.65658184
##  [135,] 1.221217946 1.81053146
##  [136,] 3.001376148 0.43429788
##  [137,] 0.461573263 0.14241720
##  [138,] 1.534594032 1.97333001
##  [139,] 0.991220052 0.55315317
##  [140,] 0.926661881 1.50336706
##  [141,] 0.705565460 1.27560891
##  [142,] 0.089109879 1.13198423
##  [143,] 0.292685069 1.24956989
##  [144,] 1.044631463 1.37454908
##  [145,] 0.051404663 1.88521864
##  [146,] 0.678684244 2.10376436
##  [147,] 0.129001503 0.55023082
##  [148,] 2.448769737 0.86569022
##  [149,] 2.262737077 0.88497715
##  [150,] 0.169014525 0.22879480
##  [151,] 0.682994468 0.48054223
##  [152,] 0.844439706 0.72188827
##  [153,] 0.657431094 0.34803794
##  [154,] 0.254841966 2.45914260
##  [155,] 0.916218442 0.05296534
##  [156,] 0.667425761 0.10603333
##  [157,] 0.473975917 0.27619689
##  [158,] 0.521092820 0.98326152
##  [159,] 0.808211697 1.30129988
##  [160,] 0.548144753 0.84828694
##  [161,] 0.661914601 0.64389825
##  [162,] 1.012460417 0.03828884
##  [163,] 3.527021907 0.75806997
##  [164,] 0.686233527 0.34517355
##  [165,] 0.774785746 0.87976750
##  [166,] 1.556674603 2.47447736
##  [167,] 0.216259528 0.98749983
##  [168,] 0.431844209 0.75452953
##  [169,] 0.093415543 0.30032513
##  [170,] 3.026290829 0.88104880
##  [171,] 0.717615937 1.19317274
##  [172,] 1.334739628 1.03635633
##  [173,] 0.588868726 0.47219452
##  [174,] 0.354231317 1.33533616
##  [175,] 0.393507926 0.45257691
##  [176,] 0.995295969 0.85521684
##  [177,] 1.473774379 0.84669670
##  [178,] 0.492996714 1.53725060
##  [179,] 1.764790724 2.14506273
##  [180,] 1.115155139 0.84731273
##  [181,] 1.350281658 0.46962870
##  [182,] 0.585794883 0.43125224
##  [183,] 0.384643960 0.62824418
##  [184,] 2.899661737 0.04759517
##  [185,] 0.772529273 0.43775942
##  [186,] 0.072101192 3.47737433
##  [187,] 0.950313516 2.02655149
##  [188,] 0.324797780 0.46379021
##  [189,] 0.417379501 0.25185602
##  [190,] 0.172118966 2.42735810
##  [191,] 0.770161196 1.27972016
##  [192,] 1.955106159 1.02203868
##  [193,] 0.945551128 2.12725282
##  [194,] 0.982802231 0.41620838
##  [195,] 0.688799095 1.43646205
##  [196,] 0.299241800 1.77521169
##  [197,] 2.226190103 1.11959180
##  [198,] 0.575260324 1.33406516
##  [199,] 0.352748767 0.83274745
##  [200,] 0.238240584 0.79873876
##  [201,] 0.508208654 0.43103924
##  [202,] 0.307135278 2.33771021
##  [203,] 0.394913898 2.59493049
##  [204,] 0.293714464 0.07488449
##  [205,] 0.805356386 0.62590845
##  [206,] 1.913385438 0.09472136
##  [207,] 1.847304538 0.48791297
##  [208,] 0.900761731 1.99527390
##  [209,] 1.085346517 0.64625299
##  [210,] 1.002214953 0.59925418
##  [211,] 0.482276679 0.46556750
##  [212,] 0.664312029 1.40186195
##  [213,] 0.479337730 1.30997748
##  [214,] 1.497455607 1.71378724
##  [215,] 0.203217720 1.08702292
##  [216,] 1.391585940 1.83352859
##  [217,] 1.118528969 1.29627081
##  [218,] 0.824106441 1.18748995
##  [219,] 0.797371979 0.33400130
##  [220,] 0.517309387 1.02543559
##  [221,] 0.534639376 0.92938843
##  [222,] 2.521184550 1.98945465
##  [223,] 0.313465778 0.42993373
##  [224,] 0.382948115 0.78882140
##  [225,] 0.303399661 0.86996103
##  [226,] 0.211482604 0.58381830
##  [227,] 0.283511879 0.11716882
##  [228,] 0.012905494 0.71648686
##  [229,] 1.866686831 1.08155530
##  [230,] 0.095867699 0.66616215
##  [231,] 1.554226736 0.68400733
##  [232,] 0.188167536 1.04520037
##  [233,] 1.544354843 1.62420144
##  [234,] 0.137196539 1.14992314
##  [235,] 1.634682792 1.80141360
##  [236,] 1.817843524 0.99781978
##  [237,] 0.581878945 1.19970012
##  [238,] 2.182117959 0.48444098
##  [239,] 2.312687098 0.05303042
##  [240,] 0.458994086 1.45338703
##  [241,] 1.444967159 0.92322916
##  [242,] 0.643211955 1.97537541
##  [243,] 0.193856187 0.74267495
##  [244,] 0.416353557 0.14086355
##  [245,] 0.317454986 0.80272330
##  [246,] 1.697379833 1.88183084
##  [247,] 0.136427636 0.23933742
##  [248,] 1.263307897 0.09231091
##  [249,] 1.139995020 0.20420704
##  [250,] 0.248648389 0.20892911
##  [251,] 0.084531482 1.79717352
##  [252,] 0.685558325 1.30886844
##  [253,] 0.746312805 1.33541784
##  [254,] 1.565772245 0.75604248
##  [255,] 1.377551295 1.11255140
##  [256,] 1.882887611 1.01245936
##  [257,] 0.164656155 0.36777198
##  [258,] 0.944962432 0.42616353
##  [259,] 1.365925845 1.41744711
##  [260,] 0.693677170 0.55557846
##  [261,] 0.124026347 0.20628500
##  [262,] 1.467248892 0.93537316
##  [263,] 1.227700234 1.02795328
##  [264,] 0.220173830 0.29205672
##  [265,] 2.732564897 1.20699299
##  [266,] 1.389258221 1.40496683
##  [267,] 1.826907580 1.46863446
##  [268,] 0.786410743 1.70734326
##  [269,] 0.724222122 0.36057313
##  [270,] 2.993903043 0.26472134
##  [271,] 0.810606202 0.89779075
##  [272,] 0.057621915 0.57870835
##  [273,] 0.718641863 1.23211048
##  [274,] 2.170338255 1.07477928
##  [275,] 0.790180106 0.18101257
##  [276,] 1.780657026 0.65135226
##  [277,] 0.407147796 0.18678604
##  [278,] 0.285307788 1.15051469
##  [279,] 1.794826919 0.71904899
##  [280,] 0.859655339 1.12962556
##  [281,] 2.087297698 0.82254693
##  [282,] 1.046090882 0.68850823
##  [283,] 0.639790024 1.40115372
##  [284,] 2.051484091 0.25728798
##  [285,] 0.593335719 0.53863949
##  [286,] 0.615424210 0.29560346
##  [287,] 1.388960458 0.38648265
##  [288,] 0.928331153 1.66245428
##  [289,] 0.673142853 1.46399014
##  [290,] 0.270053538 0.48003887
##  [291,] 0.006332057 0.69504131
##  [292,] 0.146589487 0.93428266
##  [293,] 0.894312784 0.44177912
##  [294,] 0.288071694 1.12212977
##  [295,] 0.062081976 0.71046449
##  [296,] 1.521291194 1.69072219
##  [297,] 2.690385833 2.74984093
##  [298,] 0.973672857 0.13370300
##  [299,] 0.499966925 1.09173989
##  [300,] 0.462274154 2.08716347
##  [301,] 1.119654335 0.23930666
##  [302,] 0.576521374 0.77381668
##  [303,] 0.226039955 0.89927756
##  [304,] 0.121669475 0.79327201
##  [305,] 0.120756151 1.34444546
##  [306,] 0.477027737 1.36250322
##  [307,] 1.330411446 1.74213218
##  [308,] 0.601001221 0.74954232
##  [309,] 0.830196978 1.37544199
##  [310,] 0.224603476 0.51003327
##  [311,] 2.116844218 1.41493110
##  [312,] 0.293103232 2.12894904
##  [313,] 0.460985151 0.04383806
##  [314,] 0.858342505 0.41263340
##  [315,] 0.133848275 0.22177921
##  [316,] 0.058515562 0.19810542
##  [317,] 1.420538871 0.61567139
##  [318,] 0.195460251 1.05763394
##  [319,] 0.645451337 0.16404997
##  [320,] 0.293719773 0.96206743
##  [321,] 0.132668545 1.11201731
##  [322,] 0.212011289 0.41237960
##  [323,] 0.305702629 0.88365613
##  [324,] 0.690414771 0.06430863
##  [325,] 0.946093242 2.13638021
##  [326,] 1.929384295 0.42896339
##  [327,] 0.853162766 2.19975215
##  [328,] 0.711358057 1.11625856
##  [329,] 0.273478337 0.25357472
##  [330,] 1.312120567 0.96558871
##  [331,] 0.224695197 0.55584625
##  [332,] 0.389798730 0.42213727
##  [333,] 0.818755121 0.48483841
##  [334,] 0.717460944 0.57855091
##  [335,] 0.732487562 1.33294666
##  [336,] 0.916991734 1.35467094
##  [337,] 2.217544045 0.55604183
##  [338,] 1.753691899 1.89599798
##  [339,] 1.297137530 1.40624337
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##  [343,] 0.681734599 1.89006538
##  [344,] 2.005425983 1.27400810
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##  [346,] 0.329209868 0.03976237
##  [347,] 0.082780350 0.35972428
##  [348,] 0.089588579 1.53551183
##  [349,] 0.061445000 1.90313970
##  [350,] 0.367686231 0.99044507
##  [351,] 0.883128707 0.41333539
##  [352,] 0.376709216 0.95818363
##  [353,] 0.953366396 0.39567429
##  [354,] 0.861689753 0.34796471
##  [355,] 1.200379196 1.09143756
##  [356,] 0.603839475 0.28803806
##  [357,] 0.111765316 0.84132351
##  [358,] 0.402524793 0.27343083
##  [359,] 1.381702808 0.93610375
##  [360,] 0.430449333 1.20710766
##  [361,] 0.902411162 1.26245996
##  [362,] 1.795873184 2.25692361
##  [363,] 1.346874194 1.08333391
##  [364,] 0.086556215 1.27822367
##  [365,] 1.318916827 2.74435679
##  [366,] 0.357357345 0.83673597
##  [367,] 1.757826380 0.57830311
##  [368,] 0.221109588 0.75318221
##  [369,] 0.735034561 0.98107991
##  [370,] 0.679956699 1.48632895
##  [371,] 1.321550216 1.49831164
##  [372,] 0.638640033 0.13701017
##  [373,] 0.763449899 0.53581838
##  [374,] 0.361961721 0.24152220
##  [375,] 0.121485185 1.02581384
##  [376,] 0.702569763 0.84821962
##  [377,] 0.886779130 0.17745737
##  [378,] 0.214794383 0.59971370
##  [379,] 1.071939543 0.36248481
##  [380,] 0.568744982 2.23039135
##  [381,] 0.971871852 1.85400239
##  [382,] 0.070624524 0.18280854
##  [383,] 0.415940883 1.22863173
##  [384,] 2.305350980 0.32587285
##  [385,] 1.377574482 1.20320442
##  [386,] 0.920019317 0.51980031
##  [387,] 1.546137905 0.93270607
##  [388,] 1.828215981 0.86685553
##  [389,] 3.192417726 0.55470181
##  [390,] 0.983361143 1.15356585
##  [391,] 1.942744389 1.51106282
##  [392,] 0.465512517 1.51899222
##  [393,] 0.301898598 1.00724688
##  [394,] 0.589899283 0.10492194
##  [395,] 0.472215741 0.53794679
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##  [398,] 1.557082799 0.97024337
##  [399,] 0.242147079 1.01355421
##  [400,] 0.654556212 0.20458979
##  [401,] 0.480917280 0.73645449
##  [402,] 1.718039889 0.66882418
##  [403,] 3.652231596 2.90223270
##  [404,] 0.612237772 0.76947973
##  [405,] 1.290537784 1.06676529
##  [406,] 0.982145809 1.28950192
##  [407,] 1.159356431 0.74683489
##  [408,] 0.518544396 0.41362923
##  [409,] 0.474761388 1.67441773
##  [410,] 0.238745476 0.57135996
##  [411,] 0.536103217 1.76781068
##  [412,] 2.597860434 0.62528101
##  [413,] 0.415585620 0.22887701
##  [414,] 0.317955786 0.62928100
##  [415,] 0.611643696 0.69182068
##  [416,] 0.957106935 0.22882164
##  [417,] 2.805138318 0.75083959
##  [418,] 2.457455440 1.47265110
##  [419,] 0.259227983 0.62591118
##  [420,] 1.680258198 2.39948073
##  [421,] 0.295369653 1.55747265
##  [422,] 0.185617002 0.52316285
##  [423,] 0.725468483 2.85899971
##  [424,] 0.600074732 1.06921467
##  [425,] 1.058892215 1.97179792
##  [426,] 1.598391214 0.13611266
##  [427,] 1.587038388 0.07724062
##  [428,] 0.987533731 0.90189523
##  [429,] 1.581201469 0.53481477
##  [430,] 2.528204870 1.35584400
##  [431,] 1.458483634 0.85190486
##  [432,] 0.358137512 0.46241664
##  [433,] 0.857407183 0.59959691
##  [434,] 1.382338493 0.35384638
##  [435,] 0.437361081 0.45612538
##  [436,] 0.674417984 0.43363081
##  [437,] 0.029344603 2.11636055
##  [438,] 1.815023774 0.08588905
##  [439,] 0.400919146 1.84382600
##  [440,] 0.501494741 2.23410343
##  [441,] 0.364690155 1.73525903
##  [442,] 0.722677298 0.69093884
##  [443,] 0.611776048 0.25850063
##  [444,] 0.332598428 0.98304337
##  [445,] 0.561348063 1.01660680
##  [446,] 0.860706824 1.30169175
##  [447,] 2.009093707 1.74188801
##  [448,] 0.155391932 1.18559853
##  [449,] 0.539803853 0.84730616
##  [450,] 1.491533648 1.69620656
##  [451,] 0.433470378 0.49010558
##  [452,] 0.679287633 1.07945739
##  [453,] 0.534643405 1.22987595
##  [454,] 0.761774771 2.38284952
##  [455,] 0.700500077 0.59646335
##  [456,] 0.735059469 0.87785456
##  [457,] 2.342117129 0.39515211
##  [458,] 0.446015049 0.41214498
##  [459,] 0.491616966 0.40202836
##  [460,] 1.094420310 0.47684170
##  [461,] 0.107272926 0.56817202
##  [462,] 0.111516578 0.72419741
##  [463,] 0.071571312 0.60701130
##  [464,] 0.951593986 1.38618238
##  [465,] 0.249045312 0.95222818
##  [466,] 1.164690584 1.86822574
##  [467,] 1.012831602 0.95919660
##  [468,] 0.087090930 2.14243047
##  [469,] 1.157419261 1.40217057
##  [470,] 4.142867422 2.07464125
##  [471,] 0.317979618 0.51109919
##  [472,] 0.118567686 0.58241718
##  [473,] 0.785302218 0.36111196
##  [474,] 2.215766927 0.26873669
##  [475,] 0.382046142 1.14863277
##  [476,] 0.382585911 1.30751891
##  [477,] 0.342226714 0.68779869
##  [478,] 0.181072829 0.55520627
##  [479,] 0.235661467 1.24856441
##  [480,] 1.736583850 0.24562924
##  [481,] 0.496956017 1.05504326
##  [482,] 1.743543830 0.39822870
##  [483,] 1.117761962 0.52656392
##  [484,] 1.338658152 1.33402191
##  [485,] 0.290448866 1.01325968
##  [486,] 0.513318239 1.20383865
##  [487,] 0.339409923 2.28180756
##  [488,] 0.492405167 2.12819858
##  [489,] 1.427193595 0.60154632
##  [490,] 0.358265964 1.02929648
##  [491,] 0.152306067 0.14481274
##  [492,] 1.071929035 2.11949008
##  [493,] 1.140930887 0.04721570
##  [494,] 0.418377378 0.20784174
##  [495,] 0.269325761 1.60350465
##  [496,] 0.191527378 0.55336433
##  [497,] 0.798372461 0.30252381
##  [498,] 0.865481201 1.19587902
##  [499,] 0.139062962 1.27153004
##  [500,] 0.691375939 0.58995079
##  [501,] 0.940077558 0.75818070
##  [502,] 2.729594472 0.17904675
##  [503,] 0.157500026 1.11736929
##  [504,] 0.039828608 1.13274259
##  [505,] 0.800762218 1.89760459
##  [506,] 1.425627969 1.76670439
##  [507,] 1.683235071 2.28735141
##  [508,] 0.596822511 1.82119302
##  [509,] 0.503056561 0.18177444
##  [510,] 2.800760944 0.85642916
##  [511,] 0.227890247 0.30901218
##  [512,] 1.397710742 0.77782465
##  [513,] 0.631872735 1.39434128
##  [514,] 1.029645974 0.50363321
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##  [516,] 0.255453404 0.11967229
##  [517,] 0.142220440 0.17682755
##  [518,] 0.766502595 0.07804962
##  [519,] 1.770343827 0.22083975
##  [520,] 0.447032688 0.72976027
##  [521,] 1.017522295 0.66956857
##  [522,] 2.054098761 1.12235161
##  [523,] 0.331152402 1.00148965
##  [524,] 2.510108470 3.54133506
##  [525,] 0.674678041 1.71828666
##  [526,] 0.809452337 0.37166816
##  [527,] 0.931545037 0.95027858
##  [528,] 0.238867849 0.39017789
##  [529,] 0.792850155 1.74882926
##  [530,] 0.550593994 1.62792120
##  [531,] 1.632887655 2.09896525
##  [532,] 1.362501696 0.77670302
##  [533,] 0.757230969 1.25725724
##  [534,] 0.773677135 1.03045895
##  [535,] 1.798070939 0.79142012
##  [536,] 0.128944047 1.03588652
##  [537,] 0.606380364 1.31052891
##  [538,] 1.907665348 0.82853165
##  [539,] 1.889508289 0.54406530
##  [540,] 1.265153532 1.06165875
##  [541,] 0.227863589 1.13355383
##  [542,] 1.658661255 1.61358354
##  [543,] 0.155819490 0.20791709
##  [544,] 0.574319396 0.14261056
##  [545,] 3.848239148 0.68588088
##  [546,] 2.132868845 1.36216855
##  [547,] 0.813581547 0.97180728
##  [548,] 1.031199079 0.75641029
##  [549,] 0.208432124 0.89738112
##  [550,] 2.117834281 0.36103225
##  [551,] 1.291128269 0.84574156
##  [552,] 0.392093239 0.29868994
##  [553,] 0.342287728 0.40327326
##  [554,] 0.024169953 0.08988890
##  [555,] 0.814302307 0.39149270
##  [556,] 1.931395880 1.75615081
##  [557,] 2.238912609 1.05719800
##  [558,] 0.605389630 1.78886775
##  [559,] 2.044434792 1.42485322
##  [560,] 2.145833435 1.20229587
##  [561,] 0.750652620 1.51329472
##  [562,] 0.461657440 1.29028312
##  [563,] 1.143152706 0.57648971
##  [564,] 2.893382644 0.63864715
##  [565,] 0.624510627 0.16422457
##  [566,] 0.306105761 1.40518616
##  [567,] 0.576088541 0.35098759
##  [568,] 0.505460311 1.12847666
##  [569,] 0.972039611 1.14427223
##  [570,] 0.308947650 0.32189748
##  [571,] 0.892884043 1.21840969
##  [572,] 1.215744545 2.01714478
##  [573,] 1.125543812 0.78830522
##  [574,] 0.115848317 0.10950586
##  [575,] 0.691375795 0.77003569
##  [576,] 0.365832887 0.40029418
##  [577,] 1.259209257 1.91830661
##  [578,] 0.370773440 1.70984686
##  [579,] 0.414795480 0.68530751
##  [580,] 0.831842072 1.55338009
##  [581,] 1.909692688 0.37042878
##  [582,] 0.294338340 0.07539985
##  [583,] 0.644351887 0.79023823
##  [584,] 0.182662283 0.67569756
##  [585,] 0.642609276 1.19569396
##  [586,] 1.541408235 1.26983729
##  [587,] 0.895160478 0.85507058
##  [588,] 1.871531816 1.46316846
##  [589,] 0.390948638 1.58464144
##  [590,] 0.395082346 1.03956655
##  [591,] 1.400026956 1.01719930
##  [592,] 1.763870607 0.82641398
##  [593,] 0.484740252 1.48628151
##  [594,] 0.607988339 1.16287120
##  [595,] 0.743206696 4.35895334
##  [596,] 1.292707253 1.07089361
##  [597,] 0.891386181 1.11976556
##  [598,] 0.931689602 0.76395687
##  [599,] 0.415859336 0.18037707
##  [600,] 0.276577825 0.79902183
##  [601,] 0.960143843 1.80304005
##  [602,] 0.882769171 2.26528763
##  [603,] 0.806174802 0.63895552
##  [604,] 1.155005985 1.96972911
##  [605,] 1.060293275 0.38932569
##  [606,] 0.245748020 2.97314887
##  [607,] 0.853287482 1.16516290
##  [608,] 0.697258374 0.21003328
##  [609,] 1.700082071 0.99634798
##  [610,] 0.086869035 0.64198422
##  [611,] 2.484209363 1.38258516
##  [612,] 0.764571162 0.22105141
##  [613,] 1.756411648 0.70191845
##  [614,] 2.451517145 1.62536991
##  [615,] 1.484156904 2.22435822
##  [616,] 0.368395677 0.81860736
##  [617,] 0.651482826 0.41082581
##  [618,] 0.601070990 0.19720169
##  [619,] 0.343578289 0.90003701
##  [620,] 0.378155923 0.72385425
##  [621,] 1.236414163 0.23800679
##  [622,] 1.418302266 2.19563207
##  [623,] 1.326910621 0.78419155
##  [624,] 0.866604222 0.57159462
##  [625,] 1.023255720 0.80597014
##  [626,] 0.780625570 0.60285625
##  [627,] 0.691001258 2.31021388
##  [628,] 0.499683522 1.29551330
##  [629,] 0.059258978 1.20503821
##  [630,] 1.379995014 1.16125317
##  [631,] 0.135381085 0.70941495
##  [632,] 0.243922976 0.48072127
##  [633,] 0.625880682 1.63748103
##  [634,] 0.944600546 2.41913468
##  [635,] 0.590426611 1.51754528
##  [636,] 1.903993306 0.73749659
##  [637,] 0.328198025 0.17249387
##  [638,] 0.629207704 1.22649555
##  [639,] 0.374030048 1.43308042
##  [640,] 0.497007862 1.27875028
##  [641,] 1.584451591 1.57021128
##  [642,] 2.156552554 0.55174070
##  [643,] 0.125709864 1.36278463
##  [644,] 0.690238020 1.52888779
##  [645,] 2.607298039 0.32950006
##  [646,] 0.610943837 0.16657668
##  [647,] 1.454516811 0.26787406
##  [648,] 2.207766050 0.28163849
##  [649,] 0.585105055 0.60050303
##  [650,] 1.228333060 0.94341744
##  [651,] 0.198804115 1.02041199
##  [652,] 1.151497118 2.10319012
##  [653,] 0.193164118 0.70934437
##  [654,] 2.886810262 0.77683412
##  [655,] 0.503084954 0.79186090
##  [656,] 0.164640311 2.57505872
##  [657,] 0.426151903 1.44438818
##  [658,] 1.829128583 0.53561651
##  [659,] 0.096079055 1.30859155
##  [660,] 1.809456936 1.69296581
##  [661,] 0.431039540 1.22751889
##  [662,] 1.658580666 0.49917864
##  [663,] 0.372666180 1.55382931
##  [664,] 1.227537992 1.96401210
##  [665,] 0.645620839 0.33365087
##  [666,] 1.365633599 1.37143974
##  [667,] 0.224218654 0.45686909
##  [668,] 0.703337077 0.14360910
##  [669,] 0.672239621 0.82498054
##  [670,] 0.398976632 0.60713481
##  [671,] 0.728310164 0.60021503
##  [672,] 0.825257416 1.40706273
##  [673,] 0.535180830 0.69397454
##  [674,] 0.040801112 0.74395266
##  [675,] 0.283229568 0.10772463
##  [676,] 1.227461802 0.48768898
##  [677,] 1.232131540 2.13515125
##  [678,] 0.112593144 1.88634022
##  [679,] 0.516413929 1.55599777
##  [680,] 0.539687036 0.35730457
##  [681,] 2.563518037 1.11600552
##  [682,] 2.544088937 1.37454356
##  [683,] 0.239921929 0.74523451
##  [684,] 1.099429619 0.20464508
##  [685,] 3.021381414 0.09776041
##  [686,] 0.854851950 1.73163266
##  [687,] 1.810352500 0.66994316
##  [688,] 0.309607422 0.50827869
##  [689,] 1.221418490 0.28891095
##  [690,] 0.729587803 0.97407081
##  [691,] 0.704940018 1.40011894
##  [692,] 1.732257100 0.37028690
##  [693,] 0.925275379 1.91416849
##  [694,] 2.360742036 1.16468200
##  [695,] 0.578703309 0.74692929
##  [696,] 0.258078626 1.94172034
##  [697,] 0.315461840 0.19458547
##  [698,] 0.252232388 0.75500625
##  [699,] 0.736496108 3.62898252
##  [700,] 0.639576034 0.42535486
##  [701,] 0.759693168 1.17747840
##  [702,] 0.208364676 1.86877022
##  [703,] 1.274229741 0.54677926
##  [704,] 0.483157896 1.01788236
##  [705,] 0.594130988 0.64340847
##  [706,] 0.653933475 1.61123219
##  [707,] 0.104829119 2.57096377
##  [708,] 0.562481069 0.01075762
##  [709,] 0.946016492 2.28368389
##  [710,] 0.713809736 0.90166030
##  [711,] 0.343865209 0.86859225
##  [712,] 0.562775073 1.07404402
##  [713,] 0.561893494 1.11002705
##  [714,] 0.394869707 0.25556146
##  [715,] 0.662403758 0.87000892
##  [716,] 0.950813471 0.68926064
##  [717,] 0.426625558 0.28690459
##  [718,] 1.221799759 1.69862137
##  [719,] 0.735987022 0.30530947
##  [720,] 0.566582901 1.33529726
##  [721,] 0.406633338 1.16840830
##  [722,] 1.129496240 0.97631180
##  [723,] 1.906224593 0.44025179
##  [724,] 0.330520408 1.06282441
##  [725,] 1.042211509 1.27221475
##  [726,] 0.362807218 1.02956478
##  [727,] 0.077969616 1.64076638
##  [728,] 0.417240345 0.34969874
##  [729,] 0.707477932 0.65561851
##  [730,] 0.534935923 0.31339679
##  [731,] 0.375647676 0.23916350
##  [732,] 0.876604195 2.69885368
##  [733,] 0.981240417 2.33538995
##  [734,] 1.033854597 1.32536721
##  [735,] 4.378330044 0.37346106
##  [736,] 0.851526923 2.66822569
##  [737,] 0.691765079 0.42076301
##  [738,] 1.168013676 0.08810135
##  [739,] 1.681116030 0.21098314
##  [740,] 0.665575659 0.08168705
##  [741,] 1.050503164 0.44589120
##  [742,] 0.473578596 0.36057594
##  [743,] 0.207518457 0.52400024
##  [744,] 0.978225160 1.13194564
##  [745,] 1.759176958 3.80615974
##  [746,] 0.260199788 2.44402254
##  [747,] 0.488275967 1.50887441
##  [748,] 1.505766083 0.59980600
##  [749,] 1.343618299 1.07371967
##  [750,] 1.193519013 0.40664661
##  [751,] 3.525711451 0.74423580
##  [752,] 0.349559011 1.00566735
##  [753,] 2.109617585 0.68797438
##  [754,] 3.200992523 3.63454050
##  [755,] 0.421429589 0.68830700
##  [756,] 0.537880026 1.15869809
##  [757,] 1.145628018 0.21325278
##  [758,] 0.411092226 0.41613073
##  [759,] 1.190951557 0.22399793
##  [760,] 1.010658925 0.57680023
##  [761,] 1.030902794 0.56170062
##  [762,] 0.554487167 0.95195769
##  [763,] 0.723692067 1.32870965
##  [764,] 2.998446573 0.20640859
##  [765,] 2.291175683 2.49410897
##  [766,] 2.300906475 0.66549477
##  [767,] 0.305114227 0.64672601
##  [768,] 2.012181126 1.97218838
##  [769,] 1.432637176 0.21137025
##  [770,] 1.546510617 1.02818670
##  [771,] 1.049663916 0.44446381
##  [772,] 0.493573064 0.78751875
##  [773,] 1.289832735 0.21376537
##  [774,] 1.283287353 1.55819554
##  [775,] 0.402133873 1.41720357
##  [776,] 1.382683070 2.08570304
##  [777,] 0.660734286 0.08125592
##  [778,] 1.220875111 0.74035699
##  [779,] 0.640947485 0.11803799
##  [780,] 0.897693618 0.85462010
##  [781,] 1.118025904 1.44580448
##  [782,] 0.554118747 1.03591952
##  [783,] 1.680839379 0.04145374
##  [784,] 0.635111996 0.47164879
##  [785,] 0.159512903 0.84860578
##  [786,] 3.752919079 1.00483589
##  [787,] 0.232441391 2.30552119
##  [788,] 2.311661449 0.81118761
##  [789,] 1.046997677 2.01623452
##  [790,] 0.766667131 0.73513760
##  [791,] 0.395546065 1.59114574
##  [792,] 0.126196564 1.12068489
##  [793,] 1.064993722 3.41953471
##  [794,] 1.422034322 1.89808752
##  [795,] 1.760471471 0.74246277
##  [796,] 0.282500901 0.79876546
##  [797,] 1.370652679 0.49649681
##  [798,] 0.371779507 0.67275785
##  [799,] 1.727806968 0.40166972
##  [800,] 0.049620796 0.06715666
##  [801,] 0.313488525 0.63870282
##  [802,] 0.444407725 0.99452528
##  [803,] 1.302883634 1.18242773
##  [804,] 0.785709708 0.28936179
##  [805,] 3.513040145 1.14377737
##  [806,] 0.410575921 0.06733629
##  [807,] 0.076550040 1.51165396
##  [808,] 0.399648284 0.56286166
##  [809,] 1.173245552 0.47054143
##  [810,] 1.108462423 0.32466240
##  [811,] 0.941641984 1.10805544
##  [812,] 0.163853604 1.85887253
##  [813,] 0.965414058 0.79789370
##  [814,] 1.995202933 1.40424285
##  [815,] 1.292760317 2.32272223
##  [816,] 0.168515384 1.26440742
##  [817,] 0.743605168 0.80431673
##  [818,] 0.725017883 0.46126704
##  [819,] 0.896617756 1.17974316
##  [820,] 0.714742569 1.31547989
##  [821,] 0.690337331 1.25183610
##  [822,] 1.045001458 1.94341533
##  [823,] 0.225715182 2.23974650
##  [824,] 0.718709303 0.58776490
##  [825,] 1.736021707 1.23868876
##  [826,] 0.613594553 1.09056649
##  [827,] 0.400214550 0.64070386
##  [828,] 0.995137329 0.16742476
##  [829,] 0.127407682 0.82154193
##  [830,] 0.437382072 1.56651516
##  [831,] 0.723005129 0.79833901
##  [832,] 2.177028238 1.15163829
##  [833,] 2.541293451 0.83611326
##  [834,] 1.133980444 0.64561393
##  [835,] 0.584480813 0.92032604
##  [836,] 0.222370472 0.44173489
##  [837,] 0.624065832 2.91491554
##  [838,] 0.772004477 1.40534662
##  [839,] 1.989349770 0.92052384
##  [840,] 0.210353141 0.69513467
##  [841,] 0.890822332 2.25189762
##  [842,] 0.549289732 0.70440093
##  [843,] 1.710209643 2.09686407
##  [844,] 0.353832737 1.31321492
##  [845,] 0.143321679 0.70568846
##  [846,] 0.541102755 1.57734456
##  [847,] 0.821439300 0.30955045
##  [848,] 2.232432738 0.33280085
##  [849,] 1.135777698 0.41327645
##  [850,] 0.316966506 0.77600760
##  [851,] 2.236446563 0.80279376
##  [852,] 0.688410227 0.32029488
##  [853,] 1.130663919 1.19743746
##  [854,] 0.279340089 0.66626225
##  [855,] 1.767747439 1.18757900
##  [856,] 0.793713243 2.50325472
##  [857,] 2.961712359 0.09925957
##  [858,] 1.282416552 1.87171277
##  [859,] 0.727394399 0.59019437
##  [860,] 1.494829123 0.19225526
##  [861,] 0.398137862 0.44756922
##  [862,] 0.676405951 1.10372917
##  [863,] 2.378091100 0.62444094
##  [864,] 1.258140080 0.32741414
##  [865,] 2.140142115 1.20642860
##  [866,] 0.693715242 1.32103916
##  [867,] 0.581878869 1.40265338
##  [868,] 1.702964403 1.57209533
##  [869,] 0.548203912 1.20130532
##  [870,] 1.030791136 0.14468199
##  [871,] 0.356658909 0.32137186
##  [872,] 0.304005419 1.29234466
##  [873,] 0.420183710 1.86831902
##  [874,] 1.005648084 0.32299226
##  [875,] 0.710589258 1.59831463
##  [876,] 0.509003386 0.17346506
##  [877,] 0.457565563 0.82294708
##  [878,] 1.115763224 2.18927448
##  [879,] 1.223938375 1.55242323
##  [880,] 0.623727877 0.66081779
##  [881,] 0.197978139 0.43749248
##  [882,] 0.397751841 0.28268525
##  [883,] 0.507942793 0.45713181
##  [884,] 1.943648784 1.78341897
##  [885,] 1.455974562 1.36938367
##  [886,] 0.903902028 2.09182673
##  [887,] 1.345354164 0.59615149
##  [888,] 0.406685984 1.11559534
##  [889,] 1.232826032 1.36091659
##  [890,] 0.446886549 1.47650391
##  [891,] 1.319633466 2.66455336
##  [892,] 0.190215193 0.25648856
##  [893,] 0.599558035 0.70450550
##  [894,] 2.298866893 1.26500860
##  [895,] 1.480428461 0.21816486
##  [896,] 0.820796969 0.79843232
##  [897,] 0.896344936 1.55883347
##  [898,] 0.444254575 1.13175790
##  [899,] 0.451968399 2.15835608
##  [900,] 1.787325579 0.19849151
##  [901,] 1.406179553 0.65465836
##  [902,] 1.595789038 0.44644332
##  [903,] 0.385778146 1.51532863
##  [904,] 1.991224104 1.00587820
##  [905,] 0.180855897 0.32948024
##  [906,] 0.044507933 1.53851868
##  [907,] 0.897542021 0.10445671
##  [908,] 1.131446849 0.80136260
##  [909,] 0.826584809 1.67428893
##  [910,] 1.599274191 0.83647711
##  [911,] 0.266554377 1.00163269
##  [912,] 0.366387369 1.19757869
##  [913,] 0.039132952 3.01394492
##  [914,] 1.383551140 1.14975045
##  [915,] 0.031929581 0.50715742
##  [916,] 0.612505976 0.32135227
##  [917,] 0.639833957 1.68277046
##  [918,] 0.563900080 0.75612752
##  [919,] 0.121176402 0.52094375
##  [920,] 2.265051957 0.17045847
##  [921,] 0.984986422 0.44808124
##  [922,] 0.863846251 0.21571409
##  [923,] 0.624962194 1.01456116
##  [924,] 0.155027645 0.48758477
##  [925,] 0.421454805 0.19176554
##  [926,] 0.580348192 1.09162997
##  [927,] 0.437029260 0.99585598
##  [928,] 0.049720707 2.38718334
##  [929,] 0.737802529 0.21072801
##  [930,] 0.245945103 0.60251137
##  [931,] 0.580832178 0.05525107
##  [932,] 0.167451258 0.83147696
##  [933,] 0.518793429 2.56756318
##  [934,] 1.425101265 1.17992824
##  [935,] 1.300658621 0.66905382
##  [936,] 1.474455886 0.86449934
##  [937,] 2.401321520 1.18117194
##  [938,] 0.102231236 0.15460854
##  [939,] 1.605190229 0.72742512
##  [940,] 0.182398475 1.00355402
##  [941,] 0.441911042 0.50587003
##  [942,] 1.095630561 0.05812425
##  [943,] 0.550771427 1.78189185
##  [944,] 0.334750945 0.18828152
##  [945,] 0.557314820 0.94351461
##  [946,] 0.619814080 0.11033400
##  [947,] 1.162681462 2.49024286
##  [948,] 0.473368721 2.43013680
##  [949,] 1.967594678 1.08435143
##  [950,] 0.150702310 1.67767208
##  [951,] 0.118574999 0.31948581
##  [952,] 0.205569391 0.41699779
##  [953,] 0.250426350 0.30260024
##  [954,] 0.367002538 0.69085955
##  [955,] 0.260469533 1.93456429
##  [956,] 0.204689709 0.17274486
##  [957,] 1.321301769 0.80337484
##  [958,] 0.271461265 1.10310114
##  [959,] 1.400423031 2.24485327
##  [960,] 1.486726621 0.80508274
##  [961,] 1.206950356 0.98829817
##  [962,] 1.703078969 3.45478848
##  [963,] 0.859132412 0.21492468
##  [964,] 1.085271690 1.03876210
##  [965,] 1.405609596 0.51449412
##  [966,] 0.262598966 0.35651032
##  [967,] 0.726832384 0.57032223
##  [968,] 2.372943786 0.02835335
##  [969,] 0.801234775 2.42574500
##  [970,] 0.907482414 1.19009080
##  [971,] 0.854068707 0.59759394
##  [972,] 1.142057886 0.28579960
##  [973,] 0.548134817 1.18450807
##  [974,] 3.428680402 0.82320964
##  [975,] 0.993000328 2.56135516
##  [976,] 0.385125163 0.54195665
##  [977,] 0.212360635 0.07323510
##  [978,] 0.949849531 1.98619494
##  [979,] 0.252113359 2.12373038
##  [980,] 2.096217492 0.73312483
##  [981,] 0.391992682 0.10494090
##  [982,] 0.332848329 0.18846336
##  [983,] 0.301315465 0.52926120
##  [984,] 0.400995505 0.47865055
##  [985,] 1.402162002 1.31680541
##  [986,] 1.508846759 1.58934628
##  [987,] 1.319737728 0.56036475
##  [988,] 0.558773157 0.40188551
##  [989,] 0.123657560 1.35432817
##  [990,] 1.161629039 0.71779400
##  [991,] 2.527535925 1.22225142
##  [992,] 0.398238973 0.57501564
##  [993,] 0.284470468 0.51284154
##  [994,] 1.217136015 0.87538176
##  [995,] 1.837298235 1.27350513
##  [996,] 1.323021531 1.28660477
##  [997,] 2.248000575 1.48986267
##  [998,] 1.427798186 0.76400125
##  [999,] 0.444227590 0.67175456
## [1000,] 2.767105629 0.70570185
## 
## $bootSSE
##            [,1]
##    [1,] 4131719
##    [2,] 4222893
##    [3,] 3671740
##    [4,] 4092205
##    [5,] 4045466
##    [6,] 4227407
##    [7,] 3768899
##    [8,] 3823997
##    [9,] 4252040
##   [10,] 3744700
##   [11,] 4184364
##   [12,] 3776520
##   [13,] 4048971
##   [14,] 4138793
##   [15,] 4065115
##   [16,] 3968783
##   [17,] 4264263
##   [18,] 4107286
##   [19,] 4128083
##   [20,] 3931397
##   [21,] 4067848
##   [22,] 3994821
##   [23,] 3937221
##   [24,] 3809392
##   [25,] 4065833
##   [26,] 3897228
##   [27,] 3661479
##   [28,] 3988438
##   [29,] 4149635
##   [30,] 4057328
##   [31,] 3801744
##   [32,] 3856476
##   [33,] 4111075
##   [34,] 3711803
##   [35,] 4205000
##   [36,] 4227957
##   [37,] 3594654
##   [38,] 3634761
##   [39,] 4273989
##   [40,] 3840700
##   [41,] 3907358
##   [42,] 4026821
##   [43,] 3964871
##   [44,] 3980402
##   [45,] 3632439
##   [46,] 4107946
##   [47,] 4086920
##   [48,] 3804807
##   [49,] 3946655
##   [50,] 4117646
##   [51,] 3851321
##   [52,] 3849835
##   [53,] 3809030
##   [54,] 4263720
##   [55,] 3879887
##   [56,] 3790349
##   [57,] 3885313
##   [58,] 4175544
##   [59,] 3830562
##   [60,] 4150474
##   [61,] 3504258
##   [62,] 3927668
##   [63,] 4252870
##   [64,] 4033420
##   [65,] 4064619
##   [66,] 3905763
##   [67,] 4235461
##   [68,] 4147905
##   [69,] 3946396
##   [70,] 3828443
##   [71,] 4023629
##   [72,] 3990398
##   [73,] 4180318
##   [74,] 3883526
##   [75,] 4282892
##   [76,] 3679761
##   [77,] 3615388
##   [78,] 3556453
##   [79,] 4212997
##   [80,] 3649755
##   [81,] 4190812
##   [82,] 3856130
##   [83,] 3999522
##   [84,] 4292249
##   [85,] 4019720
##   [86,] 4104917
##   [87,] 3582527
##   [88,] 3880516
##   [89,] 4253921
##   [90,] 4075736
##   [91,] 3740469
##   [92,] 3903524
##   [93,] 3745848
##   [94,] 3723946
##   [95,] 4323102
##   [96,] 3927107
##   [97,] 3538268
##   [98,] 4095555
##   [99,] 4285188
##  [100,] 4266726
##  [101,] 4025906
##  [102,] 3928213
##  [103,] 3512123
##  [104,] 3830525
##  [105,] 4141263
##  [106,] 3777594
##  [107,] 4194590
##  [108,] 4074371
##  [109,] 3987968
##  [110,] 3928998
##  [111,] 3884375
##  [112,] 4232421
##  [113,] 4041783
##  [114,] 3949566
##  [115,] 3885696
##  [116,] 3716798
##  [117,] 4181767
##  [118,] 4005359
##  [119,] 4409508
##  [120,] 3892359
##  [121,] 3871276
##  [122,] 4033712
##  [123,] 3758284
##  [124,] 4160013
##  [125,] 3803556
##  [126,] 3878078
##  [127,] 4093253
##  [128,] 4060750
##  [129,] 4125011
##  [130,] 3799523
##  [131,] 4126706
##  [132,] 4266895
##  [133,] 3786926
##  [134,] 3900189
##  [135,] 4032827
##  [136,] 3975880
##  [137,] 4078940
##  [138,] 4008937
##  [139,] 4214503
##  [140,] 3992771
##  [141,] 4206935
##  [142,] 4380330
##  [143,] 4134581
##  [144,] 3805431
##  [145,] 4001103
##  [146,] 3925705
##  [147,] 4136421
##  [148,] 3859528
##  [149,] 4148500
##  [150,] 4135488
##  [151,] 4602725
##  [152,] 3869079
##  [153,] 3709509
##  [154,] 3891856
##  [155,] 3574753
##  [156,] 3793693
##  [157,] 4188097
##  [158,] 3912931
##  [159,] 3684343
##  [160,] 3816623
##  [161,] 3992785
##  [162,] 3863077
##  [163,] 3705318
##  [164,] 3929501
##  [165,] 3988544
##  [166,] 4002536
##  [167,] 3822158
##  [168,] 4172747
##  [169,] 4069164
##  [170,] 3838678
##  [171,] 3746073
##  [172,] 3888326
##  [173,] 4239082
##  [174,] 3977674
##  [175,] 3666727
##  [176,] 3950882
##  [177,] 4092099
##  [178,] 3925148
##  [179,] 4034320
##  [180,] 4060760
##  [181,] 4002306
##  [182,] 4039527
##  [183,] 3581591
##  [184,] 3857616
##  [185,] 3872148
##  [186,] 3790016
##  [187,] 4035716
##  [188,] 3725978
##  [189,] 3783020
##  [190,] 3797817
##  [191,] 3613294
##  [192,] 4173085
##  [193,] 3562850
##  [194,] 4057238
##  [195,] 4401001
##  [196,] 4233782
##  [197,] 3987644
##  [198,] 4107017
##  [199,] 3873243
##  [200,] 3740293
##  [201,] 3662111
##  [202,] 3618482
##  [203,] 3925917
##  [204,] 3521615
##  [205,] 3666062
##  [206,] 3902356
##  [207,] 4128725
##  [208,] 4097373
##  [209,] 4239379
##  [210,] 4234311
##  [211,] 3973316
##  [212,] 3952880
##  [213,] 3881578
##  [214,] 4185261
##  [215,] 4319828
##  [216,] 3850237
##  [217,] 4036518
##  [218,] 4006944
##  [219,] 4328478
##  [220,] 3686208
##  [221,] 4112821
##  [222,] 4095232
##  [223,] 3848949
##  [224,] 3815423
##  [225,] 4015404
##  [226,] 3666219
##  [227,] 4084866
##  [228,] 3939752
##  [229,] 4031900
##  [230,] 4009051
##  [231,] 3908945
##  [232,] 3885361
##  [233,] 4180526
##  [234,] 3477224
##  [235,] 4101554
##  [236,] 4135241
##  [237,] 3972334
##  [238,] 3727207
##  [239,] 3765600
##  [240,] 4099581
##  [241,] 3914135
##  [242,] 4328906
##  [243,] 3938974
##  [244,] 4157132
##  [245,] 3931803
##  [246,] 4263497
##  [247,] 4017111
##  [248,] 4018017
##  [249,] 3706984
##  [250,] 3823053
##  [251,] 3863909
##  [252,] 4309393
##  [253,] 4122322
##  [254,] 3928124
##  [255,] 4219309
##  [256,] 3911864
##  [257,] 3843250
##  [258,] 3896183
##  [259,] 3833982
##  [260,] 3844468
##  [261,] 3896935
##  [262,] 3640247
##  [263,] 3895809
##  [264,] 3913808
##  [265,] 4323722
##  [266,] 4024428
##  [267,] 4398180
##  [268,] 3501151
##  [269,] 3999227
##  [270,] 4252762
##  [271,] 4338823
##  [272,] 3971053
##  [273,] 3782447
##  [274,] 4164370
##  [275,] 3926919
##  [276,] 4294156
##  [277,] 4156180
##  [278,] 3810930
##  [279,] 4105887
##  [280,] 4189682
##  [281,] 4222866
##  [282,] 3872225
##  [283,] 3692322
##  [284,] 3897968
##  [285,] 4280027
##  [286,] 4088303
##  [287,] 3972506
##  [288,] 3750857
##  [289,] 4227596
##  [290,] 4153554
##  [291,] 4033492
##  [292,] 4087102
##  [293,] 4013551
##  [294,] 3669422
##  [295,] 4000815
##  [296,] 3793057
##  [297,] 3988641
##  [298,] 4073609
##  [299,] 3875651
##  [300,] 4021065
##  [301,] 4001502
##  [302,] 3705832
##  [303,] 3949396
##  [304,] 4311895
##  [305,] 4350363
##  [306,] 3827915
##  [307,] 4169844
##  [308,] 3873307
##  [309,] 3754315
##  [310,] 3899923
##  [311,] 3751681
##  [312,] 4111501
##  [313,] 4068916
##  [314,] 4112994
##  [315,] 3867561
##  [316,] 4012899
##  [317,] 4212766
##  [318,] 4313002
##  [319,] 3661398
##  [320,] 3932516
##  [321,] 3953694
##  [322,] 4316558
##  [323,] 4054199
##  [324,] 4006825
##  [325,] 3998342
##  [326,] 4192372
##  [327,] 4062016
##  [328,] 3704212
##  [329,] 4275368
##  [330,] 4066565
##  [331,] 3959725
##  [332,] 3966108
##  [333,] 3902284
##  [334,] 3894112
##  [335,] 3877839
##  [336,] 3891196
##  [337,] 4307566
##  [338,] 3865149
##  [339,] 3972899
##  [340,] 3826477
##  [341,] 3721185
##  [342,] 4138648
##  [343,] 3932473
##  [344,] 4113666
##  [345,] 3847191
##  [346,] 3930625
##  [347,] 4042094
##  [348,] 3937300
##  [349,] 3790841
##  [350,] 3840379
##  [351,] 3659445
##  [352,] 4013318
##  [353,] 3467918
##  [354,] 3921826
##  [355,] 3879278
##  [356,] 3730402
##  [357,] 3954426
##  [358,] 3930502
##  [359,] 3776099
##  [360,] 4286757
##  [361,] 4061595
##  [362,] 3764188
##  [363,] 4010804
##  [364,] 3843350
##  [365,] 3573155
##  [366,] 3809730
##  [367,] 4370967
##  [368,] 4259169
##  [369,] 3930086
##  [370,] 3738923
##  [371,] 3905980
##  [372,] 4219770
##  [373,] 3785818
##  [374,] 4017316
##  [375,] 4176048
##  [376,] 4000160
##  [377,] 3933213
##  [378,] 4253908
##  [379,] 3968798
##  [380,] 3724793
##  [381,] 4137220
##  [382,] 3968229
##  [383,] 3778923
##  [384,] 3776022
##  [385,] 4105503
##  [386,] 3887241
##  [387,] 4101989
##  [388,] 3940153
##  [389,] 4248906
##  [390,] 3795907
##  [391,] 4010764
##  [392,] 3758993
##  [393,] 3847341
##  [394,] 4212180
##  [395,] 3847434
##  [396,] 3835416
##  [397,] 3621919
##  [398,] 3937772
##  [399,] 3874643
##  [400,] 3843059
##  [401,] 3495404
##  [402,] 3973054
##  [403,] 3843659
##  [404,] 4244142
##  [405,] 3858095
##  [406,] 4083845
##  [407,] 3838336
##  [408,] 4246061
##  [409,] 3471179
##  [410,] 3940098
##  [411,] 4036410
##  [412,] 4122253
##  [413,] 3852249
##  [414,] 4036853
##  [415,] 4111180
##  [416,] 4010758
##  [417,] 4192942
##  [418,] 4045525
##  [419,] 3714510
##  [420,] 3775453
##  [421,] 3741077
##  [422,] 3993686
##  [423,] 4065971
##  [424,] 3888970
##  [425,] 4127739
##  [426,] 4110063
##  [427,] 3724517
##  [428,] 3520160
##  [429,] 3689195
##  [430,] 3817081
##  [431,] 3690596
##  [432,] 4423744
##  [433,] 4264122
##  [434,] 4050998
##  [435,] 4014023
##  [436,] 3958757
##  [437,] 4140542
##  [438,] 3997638
##  [439,] 3771973
##  [440,] 4275385
##  [441,] 3946349
##  [442,] 3724737
##  [443,] 3769826
##  [444,] 3821247
##  [445,] 3882971
##  [446,] 4211068
##  [447,] 3905581
##  [448,] 4055842
##  [449,] 4144039
##  [450,] 4163652
##  [451,] 4298802
##  [452,] 4037646
##  [453,] 3851933
##  [454,] 4079534
##  [455,] 4148942
##  [456,] 3689979
##  [457,] 3999398
##  [458,] 3909311
##  [459,] 3827975
##  [460,] 3908669
##  [461,] 4033522
##  [462,] 4111998
##  [463,] 3863735
##  [464,] 3691759
##  [465,] 3935952
##  [466,] 3751869
##  [467,] 4160072
##  [468,] 3903404
##  [469,] 4097837
##  [470,] 4159828
##  [471,] 4061650
##  [472,] 3975017
##  [473,] 3726581
##  [474,] 3739196
##  [475,] 3945674
##  [476,] 3936960
##  [477,] 4003429
##  [478,] 3931660
##  [479,] 3950498
##  [480,] 3788510
##  [481,] 3730210
##  [482,] 3789236
##  [483,] 3657252
##  [484,] 4002253
##  [485,] 4213029
##  [486,] 3833662
##  [487,] 4052993
##  [488,] 4254974
##  [489,] 3890490
##  [490,] 4145131
##  [491,] 4014706
##  [492,] 4000000
##  [493,] 3868842
##  [494,] 3965186
##  [495,] 4079474
##  [496,] 4186806
##  [497,] 3846953
##  [498,] 3769063
##  [499,] 3951063
##  [500,] 3985466
##  [501,] 3567494
##  [502,] 4246881
##  [503,] 3776031
##  [504,] 3716173
##  [505,] 3971133
##  [506,] 3868432
##  [507,] 3869047
##  [508,] 3981617
##  [509,] 3987508
##  [510,] 3983472
##  [511,] 3738770
##  [512,] 4418512
##  [513,] 4221765
##  [514,] 3882049
##  [515,] 4044741
##  [516,] 4107581
##  [517,] 3784781
##  [518,] 3834196
##  [519,] 4030666
##  [520,] 3648926
##  [521,] 3951658
##  [522,] 3948766
##  [523,] 4230519
##  [524,] 3769645
##  [525,] 3888923
##  [526,] 3869797
##  [527,] 3745738
##  [528,] 4397568
##  [529,] 3728882
##  [530,] 4182218
##  [531,] 3952520
##  [532,] 3845093
##  [533,] 3942139
##  [534,] 4391567
##  [535,] 3882662
##  [536,] 4183382
##  [537,] 4178118
##  [538,] 3785433
##  [539,] 3916027
##  [540,] 3820956
##  [541,] 4091061
##  [542,] 3759082
##  [543,] 4004808
##  [544,] 3955657
##  [545,] 4014852
##  [546,] 4117858
##  [547,] 4486662
##  [548,] 4242144
##  [549,] 4316984
##  [550,] 4221741
##  [551,] 3936619
##  [552,] 3906751
##  [553,] 4228196
##  [554,] 3929702
##  [555,] 4086208
##  [556,] 3938109
##  [557,] 3904766
##  [558,] 3854376
##  [559,] 4101695
##  [560,] 4218549
##  [561,] 3928012
##  [562,] 4136430
##  [563,] 3932511
##  [564,] 3941145
##  [565,] 4282391
##  [566,] 3758195
##  [567,] 4230926
##  [568,] 4016721
##  [569,] 3978722
##  [570,] 3885410
##  [571,] 3500223
##  [572,] 3838693
##  [573,] 3868439
##  [574,] 4324874
##  [575,] 3875502
##  [576,] 4122414
##  [577,] 3807550
##  [578,] 3922350
##  [579,] 3830115
##  [580,] 3741473
##  [581,] 3792882
##  [582,] 4135955
##  [583,] 4240989
##  [584,] 3729394
##  [585,] 4173562
##  [586,] 3728313
##  [587,] 4045354
##  [588,] 4002665
##  [589,] 4175903
##  [590,] 4090595
##  [591,] 4046119
##  [592,] 3761790
##  [593,] 3805428
##  [594,] 3732160
##  [595,] 3961638
##  [596,] 4156252
##  [597,] 3777657
##  [598,] 4104839
##  [599,] 3835848
##  [600,] 4240055
##  [601,] 3886534
##  [602,] 3819663
##  [603,] 3737149
##  [604,] 4183179
##  [605,] 3966946
##  [606,] 3903922
##  [607,] 3999524
##  [608,] 4302677
##  [609,] 3654040
##  [610,] 3724256
##  [611,] 3412807
##  [612,] 3712959
##  [613,] 3841889
##  [614,] 4058051
##  [615,] 4049596
##  [616,] 3881665
##  [617,] 3971008
##  [618,] 4092444
##  [619,] 3806225
##  [620,] 3422967
##  [621,] 3733220
##  [622,] 3600960
##  [623,] 4220710
##  [624,] 3756812
##  [625,] 3843700
##  [626,] 3964184
##  [627,] 4077775
##  [628,] 4180094
##  [629,] 4019355
##  [630,] 4125931
##  [631,] 3937042
##  [632,] 3747860
##  [633,] 3710616
##  [634,] 4197391
##  [635,] 4050796
##  [636,] 3934130
##  [637,] 4202147
##  [638,] 3971085
##  [639,] 4098127
##  [640,] 3808771
##  [641,] 3939659
##  [642,] 3783055
##  [643,] 4047882
##  [644,] 4210941
##  [645,] 3715712
##  [646,] 3731221
##  [647,] 3827070
##  [648,] 3638229
##  [649,] 3897662
##  [650,] 3926446
##  [651,] 3581958
##  [652,] 3985773
##  [653,] 3882057
##  [654,] 3876790
##  [655,] 3952665
##  [656,] 4048246
##  [657,] 3848203
##  [658,] 3467584
##  [659,] 4035175
##  [660,] 4081974
##  [661,] 3722491
##  [662,] 4014838
##  [663,] 3891122
##  [664,] 3887911
##  [665,] 4067480
##  [666,] 4087674
##  [667,] 3717892
##  [668,] 4065373
##  [669,] 3937582
##  [670,] 3921514
##  [671,] 3728564
##  [672,] 4097261
##  [673,] 4303777
##  [674,] 3717673
##  [675,] 4193026
##  [676,] 3903505
##  [677,] 4106618
##  [678,] 4005656
##  [679,] 4198609
##  [680,] 3847393
##  [681,] 4008887
##  [682,] 4117122
##  [683,] 3903726
##  [684,] 3783521
##  [685,] 4031293
##  [686,] 3995733
##  [687,] 4107115
##  [688,] 3931833
##  [689,] 3909362
##  [690,] 3654250
##  [691,] 3888575
##  [692,] 3868024
##  [693,] 3726584
##  [694,] 4167899
##  [695,] 3780873
##  [696,] 3905644
##  [697,] 3992758
##  [698,] 4251554
##  [699,] 4129080
##  [700,] 3776618
##  [701,] 3995798
##  [702,] 3851711
##  [703,] 3820898
##  [704,] 4114729
##  [705,] 4149819
##  [706,] 4134621
##  [707,] 3943391
##  [708,] 4000700
##  [709,] 4130043
##  [710,] 4252695
##  [711,] 3964258
##  [712,] 3930596
##  [713,] 4023424
##  [714,] 3650874
##  [715,] 3718569
##  [716,] 3975961
##  [717,] 3791759
##  [718,] 4013270
##  [719,] 3707514
##  [720,] 3897609
##  [721,] 4136493
##  [722,] 3951491
##  [723,] 3824996
##  [724,] 3576300
##  [725,] 3864953
##  [726,] 4328910
##  [727,] 4044621
##  [728,] 3763213
##  [729,] 4160210
##  [730,] 3785326
##  [731,] 3914839
##  [732,] 3901727
##  [733,] 3744462
##  [734,] 3821423
##  [735,] 4267605
##  [736,] 3863225
##  [737,] 3707979
##  [738,] 3977594
##  [739,] 3782330
##  [740,] 3829357
##  [741,] 4118637
##  [742,] 3769395
##  [743,] 3557521
##  [744,] 3729044
##  [745,] 4113115
##  [746,] 4126625
##  [747,] 3734587
##  [748,] 4349397
##  [749,] 3903508
##  [750,] 4096930
##  [751,] 3920046
##  [752,] 4088102
##  [753,] 4014497
##  [754,] 3803257
##  [755,] 4137833
##  [756,] 3799156
##  [757,] 3556868
##  [758,] 3923218
##  [759,] 4179891
##  [760,] 3690703
##  [761,] 4063762
##  [762,] 3822609
##  [763,] 3645533
##  [764,] 3770133
##  [765,] 3915898
##  [766,] 3983976
##  [767,] 4038511
##  [768,] 4080131
##  [769,] 3793259
##  [770,] 3983323
##  [771,] 3822734
##  [772,] 4415295
##  [773,] 4201716
##  [774,] 4112752
##  [775,] 3775228
##  [776,] 4058187
##  [777,] 3795347
##  [778,] 4167775
##  [779,] 4107112
##  [780,] 4138000
##  [781,] 4006362
##  [782,] 3617398
##  [783,] 3779584
##  [784,] 3935450
##  [785,] 3949584
##  [786,] 4208025
##  [787,] 4043546
##  [788,] 3790066
##  [789,] 4238552
##  [790,] 3753799
##  [791,] 4198692
##  [792,] 3696616
##  [793,] 3673551
##  [794,] 3728878
##  [795,] 3980536
##  [796,] 4092048
##  [797,] 3719796
##  [798,] 4168434
##  [799,] 3900172
##  [800,] 3928002
##  [801,] 3824923
##  [802,] 3704451
##  [803,] 4091846
##  [804,] 4503430
##  [805,] 4110421
##  [806,] 4305537
##  [807,] 4113257
##  [808,] 3746011
##  [809,] 4260878
##  [810,] 3966261
##  [811,] 3758405
##  [812,] 4243331
##  [813,] 3847388
##  [814,] 4177729
##  [815,] 4017198
##  [816,] 4058532
##  [817,] 3784672
##  [818,] 3987044
##  [819,] 4133496
##  [820,] 3760722
##  [821,] 3954780
##  [822,] 4197328
##  [823,] 3729749
##  [824,] 4239630
##  [825,] 3943706
##  [826,] 3617283
##  [827,] 3801911
##  [828,] 4022304
##  [829,] 3344540
##  [830,] 3976289
##  [831,] 3619250
##  [832,] 4105506
##  [833,] 3946934
##  [834,] 4189932
##  [835,] 3672833
##  [836,] 4122072
##  [837,] 4148797
##  [838,] 3982023
##  [839,] 4047884
##  [840,] 3786420
##  [841,] 3999775
##  [842,] 3908629
##  [843,] 3902965
##  [844,] 4082964
##  [845,] 4122372
##  [846,] 3967043
##  [847,] 3933332
##  [848,] 4260151
##  [849,] 4010838
##  [850,] 3906394
##  [851,] 3689543
##  [852,] 4256329
##  [853,] 4205386
##  [854,] 3940335
##  [855,] 4144640
##  [856,] 3989567
##  [857,] 3971465
##  [858,] 3801047
##  [859,] 4054976
##  [860,] 3889212
##  [861,] 4317831
##  [862,] 4014655
##  [863,] 4169693
##  [864,] 4129902
##  [865,] 4016706
##  [866,] 3787236
##  [867,] 3685599
##  [868,] 4223514
##  [869,] 3588950
##  [870,] 3623781
##  [871,] 4210765
##  [872,] 4337222
##  [873,] 3767334
##  [874,] 3683421
##  [875,] 3935337
##  [876,] 3992393
##  [877,] 4332879
##  [878,] 3848369
##  [879,] 3826074
##  [880,] 3856015
##  [881,] 4267313
##  [882,] 4012093
##  [883,] 4046082
##  [884,] 3930726
##  [885,] 3981859
##  [886,] 4076990
##  [887,] 3896958
##  [888,] 4330385
##  [889,] 4099635
##  [890,] 3891713
##  [891,] 3727024
##  [892,] 4291782
##  [893,] 3762819
##  [894,] 3708127
##  [895,] 4057373
##  [896,] 3783497
##  [897,] 3948923
##  [898,] 3779153
##  [899,] 3942848
##  [900,] 4188119
##  [901,] 3929675
##  [902,] 3989258
##  [903,] 3921391
##  [904,] 4017205
##  [905,] 3835756
##  [906,] 4224067
##  [907,] 3866830
##  [908,] 4282947
##  [909,] 4389074
##  [910,] 3941832
##  [911,] 4026118
##  [912,] 4041009
##  [913,] 3902217
##  [914,] 4056234
##  [915,] 4033877
##  [916,] 4004796
##  [917,] 4077902
##  [918,] 3730375
##  [919,] 4197385
##  [920,] 4120088
##  [921,] 4311860
##  [922,] 3617813
##  [923,] 3693401
##  [924,] 3939296
##  [925,] 3928757
##  [926,] 3952388
##  [927,] 3887611
##  [928,] 3817559
##  [929,] 3883920
##  [930,] 4169577
##  [931,] 4018362
##  [932,] 4257893
##  [933,] 4258472
##  [934,] 3989380
##  [935,] 3873868
##  [936,] 3894749
##  [937,] 3458140
##  [938,] 3858448
##  [939,] 4104450
##  [940,] 3903235
##  [941,] 3825943
##  [942,] 3793414
##  [943,] 4061471
##  [944,] 4031150
##  [945,] 4163036
##  [946,] 3649975
##  [947,] 4036894
##  [948,] 3924780
##  [949,] 3968112
##  [950,] 3995589
##  [951,] 4149987
##  [952,] 3748502
##  [953,] 4069499
##  [954,] 3868744
##  [955,] 3995003
##  [956,] 4051624
##  [957,] 3956106
##  [958,] 4081789
##  [959,] 3788038
##  [960,] 3956694
##  [961,] 4007791
##  [962,] 4170920
##  [963,] 3990563
##  [964,] 3761847
##  [965,] 3863693
##  [966,] 4206385
##  [967,] 4212715
##  [968,] 3839660
##  [969,] 3951635
##  [970,] 3963253
##  [971,] 3788763
##  [972,] 3835184
##  [973,] 3535067
##  [974,] 4002345
##  [975,] 4169508
##  [976,] 3923720
##  [977,] 4152784
##  [978,] 3507328
##  [979,] 3762777
##  [980,] 4054756
##  [981,] 4215739
##  [982,] 3930941
##  [983,] 4064076
##  [984,] 4147640
##  [985,] 3872009
##  [986,] 3862346
##  [987,] 3936678
##  [988,] 3979395
##  [989,] 3884462
##  [990,] 4156566
##  [991,] 3801250
##  [992,] 4333950
##  [993,] 4167981
##  [994,] 3732514
##  [995,] 3956910
##  [996,] 3789774
##  [997,] 3865768
##  [998,] 4123847
##  [999,] 3831180
## [1000,] 3850185
## 
## $bootSSTr
##                [,1]        [,2]
##    [1,]  3783.03099  7792.90748
##    [2,]  2377.78156   810.30749
##    [3,] 14077.86991  3753.41477
##    [4,] 10136.12332  5951.34026
##    [5,]  4534.61781  9402.13974
##    [6,]  6492.49317  1123.73259
##    [7,]  8030.79403  6657.08752
##    [8,]  2774.75979  6443.82522
##    [9,]  6951.50779 17684.88224
##   [10,]  2650.17206 11310.43369
##   [11,]  5708.46882  7194.08912
##   [12,]  6065.82918  2874.24729
##   [13,] 15680.84740  2858.82265
##   [14,]  1634.90292  5073.58146
##   [15,]  4315.57682  1983.99529
##   [16,]  5227.85662   469.31749
##   [17,]  3681.94704  5888.17171
##   [18,] 19601.07564   962.34585
##   [19,]  4777.81899  7623.19192
##   [20,]  9589.09892  1754.38047
##   [21,]  7911.65441   655.95063
##   [22,]  5359.49909  2356.97721
##   [23,]  6256.00291  3434.10982
##   [24,]  3640.19781  8658.01070
##   [25,]  5701.70379  4763.36552
##   [26,]  4618.42171  8414.00366
##   [27,] 12922.71602  5029.09302
##   [28,]  8257.28136  4993.33615
##   [29,]  3988.11917  8941.54586
##   [30,]  2682.37174  3549.79340
##   [31,]  3850.32578  8910.92144
##   [32,]  8377.45730  3851.74440
##   [33,]  1957.59925  3629.69953
##   [34,]  1669.83352  8124.57086
##   [35,]  4891.00168  5205.39035
##   [36,]  3801.34762   997.67129
##   [37,]  1592.67878  4474.28530
##   [38,] 12459.03476   549.98558
##   [39,]  2892.70008  1957.92674
##   [40,]  4842.37167  2934.47118
##   [41,]   570.59815  9254.57841
##   [42,]  1548.17680  8752.99784
##   [43,]  5922.21853  3568.15044
##   [44,]  1030.30733  6265.02301
##   [45,]   544.36989   428.99762
##   [46,]  1835.70152  1486.58294
##   [47,]  1359.80662  8077.15785
##   [48,] 11938.01424  3317.76698
##   [49,]  5453.24734  2338.73247
##   [50,]  1531.21002  8646.67885
##   [51,]  2161.38596  3100.34111
##   [52,]  4885.45958  3142.06102
##   [53,]  2275.36785  4212.15718
##   [54,] 35330.51605  9213.60605
##   [55,]  7338.86690  5551.02858
##   [56,]  6504.97946  5008.18614
##   [57,]  3737.68984  3100.98336
##   [58,]  8312.65125  2357.13763
##   [59,]  2520.65076  6049.43907
##   [60,]  8144.25960  9404.15763
##   [61,] 11601.41486   530.28227
##   [62,]  8183.05898   592.90653
##   [63,]   109.76197  8262.90295
##   [64,]  1119.54155  7243.25051
##   [65,]  1158.10371  6339.26261
##   [66,]   102.80306  3785.81861
##   [67,]  2388.94995  2272.21244
##   [68,]  5131.12748  2803.11256
##   [69,]  7200.08982  5225.70488
##   [70,]  3319.18053  7538.07193
##   [71,]  3290.01403  6206.56446
##   [72,]  2799.93217  4494.14714
##   [73,]   748.94158  8689.54394
##   [74,]   981.83446   740.14917
##   [75,]  1949.27506 25750.85958
##   [76,]  1376.93337   719.89876
##   [77,]  5895.59003  1957.25046
##   [78,]  1938.01263  7156.58346
##   [79,]  3364.01653  3688.10652
##   [80,]   717.00623  3611.60019
##   [81,]  7093.95746  3626.30325
##   [82,] 15320.63901 27884.25055
##   [83,]   624.58048  5971.35895
##   [84,]  1760.90578  8273.87238
##   [85,]  3484.16294 16841.08360
##   [86,]  3981.56435   633.13862
##   [87,]  1616.67054  2344.05951
##   [88,]   852.48686  5203.58727
##   [89,] 16110.17088  8222.23347
##   [90,]  1105.93857  9105.66420
##   [91,] 10927.12139  2195.25935
##   [92,]  9673.63531  7095.20900
##   [93,]  5037.56440 13043.70949
##   [94,]  1539.05810  1627.77540
##   [95,]  8897.86456  7023.67153
##   [96,]  3117.53505  1120.07240
##   [97,]  1515.26938  5912.10318
##   [98,]  4331.57559  2167.97574
##   [99,]  3152.01300  1267.18305
##  [100,]  2538.85637 19258.79517
##  [101,]  9226.33404  2328.43880
##  [102,] 10422.39378  8987.80354
##  [103,]  7589.59032 13264.50316
##  [104,] 17664.11453  4953.17943
##  [105,]   780.99203  1924.38777
##  [106,]  3052.51158  3607.32101
##  [107,]  6926.06503  4947.85888
##  [108,]  2045.31302  2923.43962
##  [109,]  3080.74911  3155.00786
##  [110,]  2102.73662  3549.60742
##  [111,]  1842.41183 14931.93425
##  [112,]  7473.16536  5553.66377
##  [113,]  2100.31607  2771.60880
##  [114,] 21539.02041  2811.00925
##  [115,]  1665.59621  4928.25127
##  [116,]  3782.07459  1926.14667
##  [117,]  7651.42859 11365.73651
##  [118,] 19346.39760  5133.37542
##  [119,] 13816.91524   358.56192
##  [120,]  6501.11594  1039.35959
##  [121,]  7551.89204  3294.68451
##  [122,] 19782.26028 23905.46980
##  [123,]  2418.17893  3314.01416
##  [124,]  7643.37758 14090.55858
##  [125,]  6652.65319  6267.34498
##  [126,] 13904.89142  8792.64671
##  [127,]  3015.08148  3115.69206
##  [128,]  2984.03760  7710.14512
##  [129,] 12219.49532  5868.60862
##  [130,]  2533.39934  7179.97721
##  [131,]  4899.17751  2439.02656
##  [132,]  4473.22150  1427.37998
##  [133,]  4239.31551  1501.14047
##  [134,]  1430.05405 13851.83313
##  [135,]  5986.90505  9761.44440
##  [136,] 14843.13786  2308.44390
##  [137,]  2452.78364   776.61934
##  [138,]  8070.46500 10576.14315
##  [139,]  5128.43116  3116.66563
##  [140,]  4612.94212  8024.86655
##  [141,]  3798.50276  7174.33708
##  [142,]   450.97927  6628.96264
##  [143,]  1516.66067  6907.01599
##  [144,]  5638.64254  6992.98333
##  [145,]   294.17448 10084.16354
##  [146,]  3639.27250 11041.12194
##  [147,]   646.18831  3042.76276
##  [148,] 12382.06252  4466.78560
##  [149,] 11972.78430  4908.19175
##  [150,]   809.10764  1264.94400
##  [151,]  3878.22463  2956.95706
##  [152,]  4248.64935  3734.01473
##  [153,]  3227.37483  1726.00234
##  [154,]  1327.12686 12794.95945
##  [155,]  4922.59241   253.12567
##  [156,]  3495.64176   537.77796
##  [157,]  2463.83036  1546.44292
##  [158,]  2715.34678  5143.62866
##  [159,]  4113.91758  6409.67286
##  [160,]  2606.03886  4328.33056
##  [161,]  3533.70786  3437.09559
##  [162,]  5027.51567   197.74433
##  [163,] 17876.41710  3755.20097
##  [164,]  3495.72588  1813.31541
##  [165,]  4075.34626  4691.16456
##  [166,]  7577.30276 13240.88793
##  [167,]  1002.97183  5045.96249
##  [168,]  2343.81125  4209.17220
##  [169,]   460.31352  1633.78653
##  [170,] 16025.12244  4521.47424
##  [171,]  3651.97917  5975.55048
##  [172,]  7550.38102  5387.28759
##  [173,]  2693.87472  2676.03141
##  [174,]  1776.45930  7100.97865
##  [175,]  2098.72670  2218.55080
##  [176,]  5427.60482  4517.19386
##  [177,]  7777.20177  4632.04097
##  [178,]  2488.63244  8066.75878
##  [179,]  9005.78099 11569.34478
##  [180,]  5766.05496  4599.91136
##  [181,]  7270.31276  2512.83148
##  [182,]  3033.22626  2328.95060
##  [183,]  2066.28399  3008.17355
##  [184,] 15085.32426   245.45972
##  [185,]  4234.39416  2266.13516
##  [186,]   397.24827 17619.39096
##  [187,]  5017.45713 10933.93762
##  [188,]  1749.92943  2310.25657
##  [189,]  2157.57136  1273.76513
##  [190,]   900.19108 12324.41583
##  [191,]  3775.89758  6181.82480
##  [192,] 10308.08638  5701.94433
##  [193,]  4816.53160 10132.46490
##  [194,]  5150.92303  2257.56223
##  [195,]  3514.94617  8451.69835
##  [196,]  1406.70258 10047.94040
##  [197,] 11666.95841  5968.62741
##  [198,]  2870.23573  7324.90411
##  [199,]  1806.04058  4312.07640
##  [200,]  1201.46115  3994.00619
##  [201,]  2469.20022  2110.31195
##  [202,]  1478.10811 11308.77420
##  [203,]  2089.00776 13619.62795
##  [204,]  1487.81925   352.55932
##  [205,]  4148.89441  3067.67245
##  [206,] 10223.66454   494.16644
##  [207,]  8887.21071  2693.12614
##  [208,]  5000.71854 10929.65500
##  [209,]  5216.25663  3662.71531
##  [210,]  5189.57949  3392.28391
##  [211,]  2472.81205  2473.05713
##  [212,]  3697.94039  7408.27901
##  [213,]  2486.87650  6797.83394
##  [214,]  7316.92224  9589.10021
##  [215,]  1036.41832  6277.74315
##  [216,]  7172.61488  9437.85985
##  [217,]  5647.80040  6995.21400
##  [218,]  4549.19154  6361.23729
##  [219,]  4377.39092  1932.77726
##  [220,]  2726.66758  5053.43370
##  [221,]  2615.64475  5110.17100
##  [222,] 13682.49799 10892.08458
##  [223,]  1568.10171  2212.29011
##  [224,]  2080.11382  4023.64588
##  [225,]  1554.33933  4670.11372
##  [226,]  1187.79353  2861.50523
##  [227,]  1493.37957   639.86480
##  [228,]    66.77489  3773.77046
##  [229,]  9273.92023  5829.84301
##  [230,]   508.65814  3570.42547
##  [231,]  7800.68629  3574.52782
##  [232,]   965.97977  5429.11906
##  [233,]  7961.57069  9077.56213
##  [234,]   709.66916  5345.64281
##  [235,]  8529.52573  9877.80044
##  [236,]  9511.88548  5516.34336
##  [237,]  3218.52847  6371.13533
##  [238,] 12182.39773  2413.91976
##  [239,] 12700.40240   266.96700
##  [240,]  2359.20825  7965.61263
##  [241,]  7930.45625  4831.07397
##  [242,]  3716.91679 11432.10590
##  [243,]   952.20130  3910.93191
##  [244,]  2012.97177   782.87210
##  [245,]  1550.66392  4219.45212
##  [246,]  8149.25344 10726.17552
##  [247,]   711.63368  1285.35408
##  [248,]  6318.70208   495.86473
##  [249,]  5994.71265  1012.02171
##  [250,]  1163.38528  1067.84373
##  [251,]   449.71669  9283.57608
##  [252,]  3505.03387  7540.68039
##  [253,]  3728.52311  7359.65515
##  [254,]  7845.33571  3970.35950
##  [255,]  6985.73768  6275.66533
##  [256,]  9642.99963  5294.92445
##  [257,]   852.63089  1889.62505
##  [258,]  4623.84876  2219.80098
##  [259,]  6933.65836  7265.32903
##  [260,]  3387.26566  2855.48606
##  [261,]   630.07266  1074.70490
##  [262,]  7098.43630  4552.12486
##  [263,]  6648.73643  5353.88953
##  [264,]  1223.89464  1528.14699
##  [265,] 13908.14740  6976.87410
##  [266,]  6604.59062  7559.07400
##  [267,]  9527.38848  8635.45232
##  [268,]  3937.60500  7991.53385
##  [269,]  3790.71731  1927.82586
##  [270,] 14879.45868  1505.07605
##  [271,]  4434.26188  5207.69374
##  [272,]   296.33954  3072.30126
##  [273,]  3689.52238  6230.47111
##  [274,] 10427.47947  5983.66078
##  [275,]  3972.83878   950.29634
##  [276,]  9957.26934  3739.31558
##  [277,]  2216.77937  1037.85605
##  [278,]  1388.73155  5861.67220
##  [279,]  9198.36711  3946.97083
##  [280,]  4720.55538  6327.23551
##  [281,] 11225.19717  4643.72422
##  [282,]  5242.41435  3564.25003
##  [283,]  3076.19466  6916.45859
##  [284,] 11412.66654  1340.77568
##  [285,]  3063.65113  3082.07458
##  [286,]  3009.46748  1615.66364
##  [287,]  6820.23349  2052.54650
##  [288,]  4523.13409  8336.40115
##  [289,]  3558.54758  8274.27632
##  [290,]  1299.75121  2665.59781
##  [291,]    30.68306  3747.91919
##  [292,]   691.16090  5104.95822
##  [293,]  4365.55296  2370.45887
##  [294,]  1485.06011  5504.76997
##  [295,]   313.55459  3800.04951
##  [296,]  7574.73233  8573.53585
##  [297,] 14073.08183 14663.27416
##  [298,]  4668.63294   728.14681
##  [299,]  2542.50841  5656.68892
##  [300,]  2320.35916 11220.08068
##  [301,]  6086.06216  1280.19542
##  [302,]  2989.99384  3833.73590
##  [303,]  1079.37962  4748.13204
##  [304,]   648.94532  4572.86835
##  [305,]   637.39648  7819.28641
##  [306,]  2626.92821  6972.65642
##  [307,]  7304.84232  9711.79018
##  [308,]  2941.72290  3881.29329
##  [309,]  4064.53369  6903.53339
##  [310,]  1061.90792  2659.21193
##  [311,] 10058.93409  7096.75097
##  [312,]  1544.96359 11702.10655
##  [313,]  2473.96572   238.46712
##  [314,]  4378.52740  2268.92895
##  [315,]   699.62693  1146.71733
##  [316,]   298.16641  1062.80341
##  [317,]  6738.93785  3467.48593
##  [318,]  1043.42425  6098.36598
##  [319,]  3365.23239   803.01093
##  [320,]  1725.39246  5057.94861
##  [321,]   712.77341  5877.77555
##  [322,]  1144.66284  2379.75982
##  [323,]  1714.21014  4789.46249
##  [324,]  3521.80899   344.48317
##  [325,]  4868.56922 11419.75688
##  [326,] 10119.84159  2404.24366
##  [327,]  4089.37898 11945.75995
##  [328,]  3766.35206  5527.88559
##  [329,]  1360.28432  1449.36519
##  [330,]  6664.98325  5249.50496
##  [331,]  1102.09317  2942.51077
##  [332,]  2029.60547  2238.29119
##  [333,]  4349.47414  2529.38116
##  [334,]  3589.68497  3011.95487
##  [335,]  3787.06025  6910.36472
##  [336,]  5183.34019  7047.17956
##  [337,] 12653.73103  3202.12148
##  [338,]  9446.11998  9797.21256
##  [339,]  6535.75226  7469.06861
##  [340,]  4536.71076  8950.66343
##  [341,]  7793.34496  1283.08489
##  [342,]  3777.11218  1333.95889
##  [343,]  3418.00558  9936.67254
##  [344,]  9693.23954  7006.47594
##  [345,]  4400.01886  3541.86221
##  [346,]  1849.46288   208.94511
##  [347,]   411.29906  1943.90306
##  [348,]   437.74571  8082.58181
##  [349,]   285.74874  9645.05470
##  [350,]  2058.93896  5085.14023
##  [351,]  4828.44115  2022.16323
##  [352,]  2019.02168  5141.03713
##  [353,]  5105.05349  1834.44668
##  [354,]  4365.40626  1824.40797
##  [355,]  6459.77651  5660.41416
##  [356,]  3033.76780  1436.49440
##  [357,]   553.98907  4447.79670
##  [358,]  2061.51884  1436.79204
##  [359,]  7091.33723  4725.69604
##  [360,]  2269.56491  6917.88366
##  [361,]  4477.58673  6855.08142
##  [362,]  9147.94375 11357.59956
##  [363,]  6136.19547  5808.87755
##  [364,]   448.77371  6567.72840
##  [365,]  6972.96166 13109.64105
##  [366,]  1810.94387  4261.68234
##  [367,]  8979.19301  3379.33696
##  [368,]  1053.82707  4288.67718
##  [369,]  3877.72611  5154.71773
##  [370,]  3339.49300  7429.50436
##  [371,]  6720.55705  7824.03036
##  [372,]  3313.12310   772.92962
##  [373,]  3971.76680  2711.91298
##  [374,]  2032.06382  1297.15366
##  [375,]   614.35326  5727.06889
##  [376,]  3357.45620  4536.11578
##  [377,]  4612.73705   933.12508
##  [378,]  1128.16183  3410.59779
##  [379,]  5720.83494  1923.30073
##  [380,]  3045.66442 11106.61266
##  [381,]  5343.15125 10254.56756
##  [382,]   361.42426   969.82102
##  [383,]  2054.32332  6207.09143
##  [384,] 12014.32383  1645.05758
##  [385,]  5988.36426  6603.95583
##  [386,]  4584.10540  2701.32244
##  [387,]  7649.67383  5114.90694
##  [388,]  9308.34227  4566.23437
##  [389,] 16825.13587  3150.90386
##  [390,]  5026.20531  5854.04931
##  [391,] 10277.63009  8102.29461
##  [392,]  2411.09052  7633.53062
##  [393,]  1613.84128  5180.77803
##  [394,]  2995.17074   590.84236
##  [395,]  2358.95100  2766.99833
##  [396,] 11926.33351  3896.84172
##  [397,]  3659.23727  6478.43816
##  [398,]  7777.46778  5107.75051
##  [399,]  1205.89202  5250.21518
##  [400,]  3247.77169  1051.13716
##  [401,]  2506.52098  3441.45207
##  [402,]  9640.30612  3552.50607
##  [403,] 18729.31786 14913.36104
##  [404,]  3253.67840  4366.01795
##  [405,]  6757.75554  5502.24908
##  [406,]  5203.76320  7040.27587
##  [407,]  5621.26861  3832.35757
##  [408,]  2647.26418  2347.98810
##  [409,]  2387.40171  7770.32668
##  [410,]  1326.57685  3009.64445
##  [411,]  2734.69911  9539.58367
##  [412,] 14102.12057  3445.94488
##  [413,]  2221.31257  1178.73163
##  [414,]  1687.61081  3396.14327
##  [415,]  3020.25473  3802.40562
##  [416,]  5052.41334  1226.93610
##  [417,] 15533.89738  4208.85940
##  [418,] 13044.88919  7964.76847
##  [419,]  1302.90216  3108.22664
##  [420,]  9147.66231 12111.13135
##  [421,]  1505.76653  7789.60498
##  [422,]   888.39396  2793.24642
##  [423,]  3517.83338 15540.92120
##  [424,]  3187.99285  5559.01540
##  [425,]  5556.90794 10881.10478
##  [426,]  7854.60006   747.90326
##  [427,]  8135.62286   384.60426
##  [428,]  4940.26295  4244.40601
##  [429,]  7685.53104  2637.74860
##  [430,] 13211.58234  6918.93970
##  [431,]  6879.68365  4203.25720
##  [432,]  1743.42604  2734.77659
##  [433,]  4388.86921  3418.12108
##  [434,]  6541.20480  1916.35165
##  [435,]  2362.33862  2447.72414
##  [436,]  3305.59984  2294.97177
##  [437,]   157.36585 11715.08071
##  [438,]  9407.58882   459.02854
##  [439,]  2158.45360  9297.94452
##  [440,]  2410.97407 12769.58853
##  [441,]  1773.11611  9154.99648
##  [442,]  4139.64868  3440.59571
##  [443,]  3218.45402  1302.81081
##  [444,]  1639.56492  5021.99386
##  [445,]  2979.13693  5277.34624
##  [446,]  4471.94853  7328.22576
##  [447,] 10320.49319  9095.03326
##  [448,]   821.50739  6428.61038
##  [449,]  2944.90419  4694.21144
##  [450,]  7728.53056  9441.72902
##  [451,]  2022.11931  2816.66716
##  [452,]  3429.85218  5826.82781
##  [453,]  2906.30169  6333.42291
##  [454,]  4242.42195 12995.87661
##  [455,]  3666.32148  3308.41149
##  [456,]  3990.43055  4330.56828
##  [457,] 13247.37492  2112.79470
##  [458,]  2290.98752  2154.01457
##  [459,]  2501.60209  2057.42566
##  [460,]  5783.35024  2491.73285
##  [461,]   568.77923  3063.81583
##  [462,]   549.19381  3981.14773
##  [463,]   390.12196  3135.46890
##  [464,]  5076.15588  6841.51251
##  [465,]  1268.38805  5010.59420
##  [466,]  6244.31653  9370.77426
##  [467,]  5152.55124  5334.66126
##  [468,]   434.76452 11180.17617
##  [469,]  5679.97601  7681.64053
##  [470,] 21664.42035 11537.63388
##  [471,]  1688.43627  2775.27567
##  [472,]   658.71509  3095.07809
##  [473,]  4172.26226  1799.08143
##  [474,] 11935.29685  1343.39454
##  [475,]  2007.74084  6058.99844
##  [476,]  2013.58062  6881.88406
##  [477,]  1717.83142  3681.22091
##  [478,]   923.99858  2918.29157
##  [479,]  1238.05398  6594.18628
##  [480,]  9022.78570  1244.07597
##  [481,]  2734.74910  5261.40706
##  [482,]  9176.10704  2017.35631
##  [483,]  6226.42016  2574.56846
##  [484,]  6917.42166  7137.82582
##  [485,]  1577.98343  5707.07599
##  [486,]  2464.88338  6169.93425
##  [487,]  1768.94174 12363.83772
##  [488,]  2701.02635 12106.18997
##  [489,]  7485.03674  3128.75684
##  [490,]  1993.27263  5703.96869
##  [491,]   760.78900   777.24676
##  [492,]  4990.41541 11334.17170
##  [493,]  5744.25211   244.21132
##  [494,]  2262.48234  1101.77961
##  [495,]  1497.56067  8745.26204
##  [496,]   967.17742  3097.36495
##  [497,]  4052.09279  1555.87562
##  [498,]  3995.37395  6025.86069
##  [499,]   697.59317  6716.43837
##  [500,]  3590.90948  3143.35383
##  [501,]  4996.81456  3616.04971
##  [502,] 13898.79139  1016.56447
##  [503,]   827.12258  5640.67040
##  [504,]   204.44316  5627.63015
##  [505,]  4231.95037 10074.38624
##  [506,]  7009.93194  9136.86633
##  [507,]  8460.84110 11831.37865
##  [508,]  2882.81872  9694.24242
##  [509,]  2851.73940   969.02008
##  [510,] 13515.57274  4560.91169
##  [511,]  1201.17996  1544.55264
##  [512,]  7498.49818  4594.68949
##  [513,]  3351.07326  7869.76149
##  [514,]  5166.64958  2613.80862
##  [515,]  1609.16733  2312.29473
##  [516,]  1333.47522   657.17063
##  [517,]   758.16299   894.72401
##  [518,]  3760.30635   400.07691
##  [519,]  9975.55044  1190.01506
##  [520,]  2154.05116  3559.94838
##  [521,]  5044.86504  3537.30749
##  [522,] 10132.38703  5925.00504
##  [523,]  1830.01725  5664.19902
##  [524,] 13490.87847 17847.02702
##  [525,]  3444.49991  8933.53560
##  [526,]  4060.96231  1922.83463
##  [527,]  5262.62226  4758.68211
##  [528,]  1215.22325  2293.89538
##  [529,]  3949.91456  8718.15273
##  [530,]  2580.21170  9102.03458
##  [531,]  8819.87665 11091.17956
##  [532,]  6548.17324  3992.64051
##  [533,]  4298.08001  6626.04570
##  [534,]  3917.15957  6049.90580
##  [535,]  9179.25042  4108.04370
##  [536,]   661.38474  5793.46153
##  [537,]  3139.53412  7320.24674
##  [538,] 10524.17230  4192.98260
##  [539,]  9943.89318  2848.36135
##  [540,]  6710.22400  5423.19692
##  [541,]  1171.69268  6199.78314
##  [542,]  7775.11060  8109.08136
##  [543,]   751.34869  1113.19247
##  [544,]  3117.54893   754.16906
##  [545,] 19797.75711  3681.43044
##  [546,] 10686.38414  7498.95365
##  [547,]  4175.94622  5829.10555
##  [548,]  5528.55558  4289.84156
##  [549,]  1009.74932  5179.11773
##  [550,] 10559.64310  2037.67987
##  [551,]  6206.29715  4451.01904
##  [552,]  2035.82199  1560.03625
##  [553,]  1894.24755  2279.56992
##  [554,]   113.54458   472.24136
##  [555,]  3875.98690  2138.66372
##  [556,] 10184.62366  9245.87451
##  [557,] 12835.14012  5518.86511
##  [558,]  2944.61077  9217.87217
##  [559,] 11300.38843  7813.25370
##  [560,] 11397.15263  6780.67453
##  [561,]  3748.96610  7946.84451
##  [562,]  2387.39481  7135.24897
##  [563,]  5905.22278  3030.81855
##  [564,] 15112.94174  3364.97444
##  [565,]  3295.37916   940.20558
##  [566,]  1515.66543  7060.11207
##  [567,]  2765.13614  1985.29740
##  [568,]  2498.47934  6059.86040
##  [569,]  4935.00979  6086.55282
##  [570,]  1676.46023  1672.06364
##  [571,]  4148.73889  5701.47833
##  [572,]  6762.03171 10351.87224
##  [573,]  5976.94194  4076.88642
##  [574,]   579.61165   633.15382
##  [575,]  3168.55281  3989.67181
##  [576,]  1816.02160  2206.12049
##  [577,]  6697.83431  9764.77145
##  [578,]  1903.93687  8966.06636
##  [579,]  2274.51653  3509.09923
##  [580,]  4352.40898  7769.96010
##  [581,] 10068.05395  1878.33256
##  [582,]  1542.63343   416.91233
##  [583,]  3082.81646  4480.47039
##  [584,]   880.14101  3368.90740
##  [585,]  3587.69299  6671.52767
##  [586,]  7629.15477  6329.34689
##  [587,]  4628.46393  4624.41624
##  [588,]  9025.18009  7829.64397
##  [589,]  1923.70753  8846.67072
##  [590,]  2015.78645  5685.08836
##  [591,]  7425.64266  5502.28475
##  [592,]  9157.83326  4156.14367
##  [593,]  2353.53774  7561.41339
##  [594,]  2954.07445  5802.16774
##  [595,]  3918.04080 23086.35902
##  [596,]  6976.91583  5950.40562
##  [597,]  4758.62437  5655.20124
##  [598,]  4683.30006  4192.40687
##  [599,]  2296.92493   924.99875
##  [600,]  1388.39155  4529.27383
##  [601,]  4610.49459  9368.41668
##  [602,]  4143.38818 11567.69371
##  [603,]  3905.78812  3192.34184
##  [604,]  6111.15461 11015.68172
##  [605,]  5683.14177  2064.75146
##  [606,]  1343.70895 15517.30118
##  [607,]  4295.52642  6230.07660
##  [608,]  3950.66752  1208.16219
##  [609,]  8487.51162  4867.24041
##  [610,]   440.50292  3196.40852
##  [611,] 12772.72710  6308.15019
##  [612,]  4203.79128  1097.26579
##  [613,]  8962.64115  3605.20467
##  [614,] 12537.26231  8817.95922
##  [615,]  7511.83127 12042.44915
##  [616,]  1982.64609  4248.07433
##  [617,]  3256.79130  2181.00606
##  [618,]  3258.98294  1078.92626
##  [619,]  1720.95481  4579.87128
##  [620,]  1894.45137  3312.47243
##  [621,]  6094.11247  1187.87659
##  [622,]  6897.73204 10570.03194
##  [623,]  6999.42806  4424.92621
##  [624,]  4797.41596  2870.81990
##  [625,]  5481.90806  4141.58693
##  [626,]  4016.02021  3194.96367
##  [627,]  3135.61476 12594.29400
##  [628,]  2704.87652  7239.79573
##  [629,]   290.45251  6475.23636
##  [630,]  7025.79636  6405.41538
##  [631,]   730.89541  3733.95209
##  [632,]  1527.39693  2408.65810
##  [633,]  3620.31390  8123.07903
##  [634,]  5001.69401 13574.93712
##  [635,]  2757.09550  8218.27013
##  [636,] 10212.48304  3878.88740
##  [637,]  1653.50851   969.04354
##  [638,]  3212.96722  6511.38810
##  [639,]  2041.53311  7851.53196
##  [640,]  2577.80718  6511.31985
##  [641,]  8357.63468  8270.18345
##  [642,] 11041.92449  2790.46143
##  [643,]   621.56281  7374.85472
##  [644,]  3523.92493  8607.02621
##  [645,] 13712.25633  1636.80145
##  [646,]  3207.07513   830.92828
##  [647,]  7659.95569  1370.55194
##  [648,] 11351.46067  1369.87333
##  [649,]  2886.32175  3129.08826
##  [650,]  6410.76317  4952.24324
##  [651,]   993.44442  4886.46099
##  [652,]  6523.68039 11207.00312
##  [653,]   955.36106  3681.43795
##  [654,] 16039.33937  4026.23326
##  [655,]  2527.65287  4184.44009
##  [656,]   825.90082 13936.45817
##  [657,]  2243.57552  7430.88135
##  [658,]  9447.37716  2483.01487
##  [659,]   508.67131  7059.35281
##  [660,]  8904.34218  9238.82726
##  [661,]  2204.43501  6108.86042
##  [662,]  8578.90734  2679.30656
##  [663,]  1818.37693  8083.07319
##  [664,]  6413.20531 10208.42822
##  [665,]  3270.30460  1814.32939
##  [666,]  6621.88843  7494.64986
##  [667,]  1188.66851  2270.84202
##  [668,]  3619.69622   780.51413
##  [669,]  3575.12710  4342.81939
##  [670,]  2155.49432  3183.00489
##  [671,]  3707.34124  2991.89825
##  [672,]  4186.60249  7707.35807
##  [673,]  2776.63697  3992.93001
##  [674,]   200.91654  3697.55724
##  [675,]  1538.08525   603.86660
##  [676,]  6362.68900  2545.04860
##  [677,]  6726.86882 11722.26050
##  [678,]   604.85627 10101.64506
##  [679,]  2548.64395  8733.99127
##  [680,]  2877.98360  1837.82249
##  [681,] 12382.34425  5981.20340
##  [682,] 13325.38505  7565.72626
##  [683,]  1117.53127  3889.29350
##  [684,]  6181.05479  1035.13230
##  [685,] 16065.69513   526.87277
##  [686,]  4563.38439  9250.18897
##  [687,]  9290.56879  3678.52054
##  [688,]  1655.79542  2671.74700
##  [689,]  6393.82230  1509.96974
##  [690,]  3638.82425  4758.68798
##  [691,]  3860.70018  7278.69955
##  [692,]  8697.62959  1914.81074
##  [693,]  4759.39821  9536.51138
##  [694,] 11582.78396  6489.67564
##  [695,]  3164.52185  3775.46074
##  [696,]  1376.46371 10138.59404
##  [697,]  1548.87981  1038.68006
##  [698,]  1246.73798  4291.37703
##  [699,]  3586.22470 20032.56501
##  [700,]  3278.85267  2147.59740
##  [701,]  3983.91947  6290.06176
##  [702,]  1138.43905  9622.94523
##  [703,]  6532.21339  2793.03176
##  [704,]  2622.41139  5599.34510
##  [705,]  2954.19702  3569.55742
##  [706,]  3708.33525  8906.19547
##  [707,]   513.62874 13553.89677
##  [708,]  2869.86231    57.53742
##  [709,]  5037.97251 12609.24040
##  [710,]  3575.66018  5126.31847
##  [711,]  1727.71575  4603.37455
##  [712,]  2997.28359  5643.89501
##  [713,]  2860.63007  5970.73415
##  [714,]  2067.30747  1247.35658
##  [715,]  2985.56456  4325.11793
##  [716,]  4676.53483  3663.73451
##  [717,]  2344.81583  1454.37589
##  [718,]  5815.68701  9113.67202
##  [719,]  3746.21211  1513.28762
##  [720,]  3027.39154  6957.84224
##  [721,]  2249.61599  6461.38131
##  [722,]  5379.59534  5157.60378
##  [723,]  9805.86618  2251.28548
##  [724,]  1670.73962  5081.52298
##  [725,]  4984.35902  6573.59604
##  [726,]  2015.51872  5958.41311
##  [727,]   383.84082  8872.02983
##  [728,]  2270.12709  1759.34612
##  [729,]  3861.92088  3646.40426
##  [730,]  2444.29978  1585.97480
##  [731,]  1937.02774  1251.71991
##  [732,]  4180.54130 14077.79474
##  [733,]  5138.69493 11690.88159
##  [734,]  5274.98630  6771.10718
##  [735,] 24471.82285  2130.72741
##  [736,]  4097.49396 13780.69132
##  [737,]  3659.32604  2085.80283
##  [738,]  6082.64013   468.49121
##  [739,]  8886.73021  1066.85531
##  [740,]  3511.36259   418.19366
##  [741,]  5100.94505  2455.16593
##  [742,]  2458.07897  1817.04987
##  [743,]  1159.39623  2492.16803
##  [744,]  4764.27126  5643.14894
##  [745,]  8682.61809 20929.37478
##  [746,]  1351.09080 13483.37442
##  [747,]  2747.96355  7533.45189
##  [748,]  7284.37944  3487.69291
##  [749,]  7067.30885  5603.30616
##  [750,]  5913.36178  2227.27616
##  [751,] 18016.33519  3900.31920
##  [752,]  1856.14030  5496.35122
##  [753,] 11419.99346  3692.34069
##  [754,] 16917.85222 18480.06923
##  [755,]  2406.29049  3807.61916
##  [756,]  3030.14748  5885.12739
##  [757,]  5797.88336  1014.05342
##  [758,]  2007.77642  2182.58251
##  [759,]  6431.08124  1251.72039
##  [760,]  5357.75170  2845.98669
##  [761,]  5526.38794  3051.62820
##  [762,]  2654.42681  4864.92236
##  [763,]  3560.22285  6475.74266
##  [764,] 15900.26438  1040.35813
##  [765,] 11891.05159 13057.05346
##  [766,] 13061.43339  3544.53934
##  [767,]  1620.19823  3491.72486
##  [768,] 10051.23350 10757.73704
##  [769,]  7450.76198  1071.90128
##  [770,]  7447.46450  5475.40005
##  [771,]  5690.45712  2271.47959
##  [772,]  2703.86948  4648.56675
##  [773,]  6631.59357  1200.77730
##  [774,]  6570.24396  8567.47639
##  [775,]  2084.46635  7152.76273
##  [776,]  7248.95436 11315.74002
##  [777,]  3554.40693   412.29196
##  [778,]  6743.55708  4125.18851
##  [779,]  3315.00467   648.12193
##  [780,]  4838.88037  4727.83141
##  [781,]  5568.04382  7743.87199
##  [782,]  2958.23706  5009.80382
##  [783,]  8422.96457   209.46243
##  [784,]  3315.29091  2481.48406
##  [785,]   836.41448  4480.80214
##  [786,] 19708.41930  5652.90720
##  [787,]  1206.60321 12463.21027
##  [788,] 11417.21284  4110.23379
##  [789,]  5529.49991 11425.01994
##  [790,]  3814.99249  3689.25006
##  [791,]  1924.50667  8931.45857
##  [792,]   688.04349  5538.42461
##  [793,]  5713.62462 16793.89946
##  [794,]  7458.06734  9462.21587
##  [795,]  9106.73766  3951.06961
##  [796,]  1462.39286  4369.76865
##  [797,]  7529.87864  2469.07321
##  [798,]  1933.36240  3749.12619
##  [799,]  9129.72018  2094.35967
##  [800,]   263.93378   352.66243
##  [801,]  1458.81669  3266.02816
##  [802,]  2137.84660  4925.36119
##  [803,]  6838.99593  6468.33222
##  [804,]  3966.43637  1742.13997
##  [805,] 19169.39324  6285.30300
##  [806,]  2171.82508   387.59208
##  [807,]   391.38346  8312.59538
##  [808,]  2085.23859  2818.83160
##  [809,]  6085.86266  2680.37356
##  [810,]  5654.42870  1721.51862
##  [811,]  4771.07017  5567.54194
##  [812,]   865.31453 10545.20357
##  [813,]  4930.44340  4104.01956
##  [814,] 10386.07605  7842.97599
##  [815,]  6134.23156 12474.37762
##  [816,]   837.92970  6860.47778
##  [817,]  3953.37665  4069.61921
##  [818,]  3664.05864  2458.67913
##  [819,]  5011.57310  6519.33606
##  [820,]  3904.03930  6613.84322
##  [821,]  3836.61831  6618.63184
##  [822,]  5168.12166 10905.28310
##  [823,]  1171.77112 11168.03764
##  [824,]  4124.82006  3331.42457
##  [825,]  8210.14806  6530.78138
##  [826,]  3253.74631  5273.91450
##  [827,]  2119.79306  3256.54917
##  [828,]  5107.31980   900.31191
##  [829,]   627.77866  3673.36919
##  [830,]  2319.88875  8327.42972
##  [831,]  3477.38207  3862.81855
##  [832,] 10657.07796  6320.93314
##  [833,] 11958.31509  4411.87675
##  [834,]  5511.74743  3616.41484
##  [835,]  2895.74180  4518.98959
##  [836,]  1235.82279  2434.30879
##  [837,]  3343.95899 16167.63883
##  [838,]  4318.09667  7481.44716
##  [839,]  9637.59185  4981.51589
##  [840,]  1028.14173  3518.81235
##  [841,]  4712.09247 12041.55672
##  [842,]  2758.64488  3680.80500
##  [843,]  8156.44860 10941.15853
##  [844,]  1961.90847  7168.19450
##  [845,]   702.91369  3889.18538
##  [846,]  2882.99482  8365.49867
##  [847,]  4017.85953  1627.76019
##  [848,] 11089.99417  1895.43048
##  [849,]  5821.25399  2216.02279
##  [850,]  1470.66399  4052.66279
##  [851,] 10987.65157  3959.81515
##  [852,]  3551.73523  1822.56734
##  [853,]  5868.68462  6732.20111
##  [854,]  1402.45653  3509.75435
##  [855,]  8820.65401  6580.33131
##  [856,]  4287.14262 13351.47429
##  [857,] 15546.45572   527.01323
##  [858,]  6486.75121  9511.32209
##  [859,]  3476.23923  3199.49757
##  [860,]  8499.87828   999.62756
##  [861,]  1932.41704  2583.59390
##  [862,]  3498.03804  5923.91997
##  [863,] 12175.44540  3480.91820
##  [864,]  6391.52807  1807.73841
##  [865,] 11360.38307  6478.43385
##  [866,]  3399.42957  6688.61959
##  [867,]  3092.58520  6911.25444
##  [868,]  9492.17029  8876.69252
##  [869,]  3007.70583  5763.93740
##  [870,]  5150.39450   700.93023
##  [871,]  1916.04384  1809.11951
##  [872,]  1573.91081  7493.56379
##  [873,]  2064.15264  9409.86967
##  [874,]  5413.51668  1590.52986
##  [875,]  3634.78554  8408.96569
##  [876,]  2643.07572   925.85658
##  [877,]  2172.33564  4767.01878
##  [878,]  5627.53035 11263.55020
##  [879,]  6724.77075  7940.75648
##  [880,]  3105.18250  3406.58161
##  [881,]  1019.31442  2495.87878
##  [882,]  2000.33745  1516.25598
##  [883,]  2712.72295  2472.71773
##  [884,]  9998.79692  9371.83406
##  [885,]  7673.89098  7289.69589
##  [886,]  4872.92909 11401.54727
##  [887,]  6653.97819  3105.85191
##  [888,]  2048.79164  6458.49910
##  [889,]  6072.24701  7458.90635
##  [890,]  2230.48419  7681.99135
##  [891,]  6850.68559 13276.54152
##  [892,]  1021.28227  1471.64825
##  [893,]  3083.48498  3544.01933
##  [894,] 11533.61636  6271.13900
##  [895,]  7323.08244  1183.39071
##  [896,]  4635.95674  4038.59124
##  [897,]  4523.19732  8229.56294
##  [898,]  2122.38399  5718.02966
##  [899,]  2265.84137 11377.09773
##  [900,] 10153.97212  1111.37172
##  [901,]  7040.28689  3439.29754
##  [902,]  8395.47506  2380.98627
##  [903,]  1912.01508  7944.11270
##  [904,]  9735.43132  5402.16419
##  [905,]   943.56626  1689.57987
##  [906,]   234.24267  8688.24277
##  [907,]  4260.08452   539.99503
##  [908,]  5564.46492  4588.49378
##  [909,]  4208.50030  9824.30293
##  [910,]  8055.41562  4408.09104
##  [911,]  1293.84039  5391.29819
##  [912,]  1919.17306  6469.82180
##  [913,]   204.25996 15723.35027
##  [914,]  7570.36698  6234.83605
##  [915,]   173.79107  2735.04124
##  [916,]  3152.45756  1720.52169
##  [917,]  3509.27892  9174.02879
##  [918,]  2938.08227  3770.90812
##  [919,]   653.93986  2923.26428
##  [920,] 12312.17493   938.90892
##  [921,]  4723.71737  2582.97258
##  [922,]  4886.14306  1043.33313
##  [923,]  3356.17948  5009.60090
##  [924,]   743.18239  2567.83527
##  [925,]  2112.91718  1007.21951
##  [926,]  2927.30456  5768.10821
##  [927,]  2267.96912  5175.80357
##  [928,]   233.05825 12183.43923
##  [929,]  4004.12169  1094.18555
##  [930,]  1270.86980  3358.57923
##  [931,]  3053.77315   296.81656
##  [932,]   815.41948  4733.07465
##  [933,]  2685.46666 14617.50745
##  [934,]  7248.46545  6293.02473
##  [935,]  6759.55114  3465.00868
##  [936,]  8174.63569  4501.34696
##  [937,] 11639.08807  5460.77335
##  [938,]   520.09762   797.52545
##  [939,]  8093.92421  3991.55067
##  [940,]   999.18478  5236.77474
##  [941,]  1954.45669  2587.47330
##  [942,]  5149.72565   294.77182
##  [943,]  2897.72777  9675.26939
##  [944,]  1695.61235  1014.69388
##  [945,]  2993.49870  5251.18365
##  [946,]  3162.91962   538.39088
##  [947,]  6370.08072 13439.63329
##  [948,]  2286.72609 12751.00679
##  [949,] 10101.84950  5752.44383
##  [950,]   716.22771  8961.61441
##  [951,]   602.26009  1772.54271
##  [952,]  1136.95216  2089.72884
##  [953,]  1346.21297  1646.29853
##  [954,]  1836.39529  3573.20729
##  [955,]  1364.95871 10332.33943
##  [956,]  1117.31216   935.69154
##  [957,]  6385.17162  4248.97860
##  [958,]  1265.88687  6019.55378
##  [959,]  6572.16235 11368.43368
##  [960,]  7345.97039  4258.64416
##  [961,]  6167.08256  5295.31136
##  [962,]  8760.82256 19264.23171
##  [963,]  4148.51076  1146.61816
##  [964,]  5421.52484  5224.15053
##  [965,]  7287.56149  2657.54987
##  [966,]  1441.05689  2004.83930
##  [967,]  3679.36989  3212.03866
##  [968,] 11886.51879   145.54441
##  [969,]  4001.27064 12815.05297
##  [970,]  4720.80384  6305.65581
##  [971,]  4414.87293  3026.92774
##  [972,]  5922.69047  1465.36648
##  [973,]  2680.62385  5598.01525
##  [974,] 17609.53931  4404.77171
##  [975,]  4576.00298 14277.52705
##  [976,]  2044.12669  2842.89626
##  [977,]  1173.54925   406.59029
##  [978,]  4503.91755  9313.15094
##  [979,]  1370.86092 10683.32064
##  [980,] 10747.07547  3974.12071
##  [981,]  2111.54659   591.44839
##  [982,]  1678.79297   990.42572
##  [983,]  1550.11665  2875.61217
##  [984,]  2067.86710  2654.10469
##  [985,]  7360.38576  6816.42080
##  [986,]  7527.07227  8206.69174
##  [987,]  6864.49473  2949.16522
##  [988,]  2983.16469  2138.04966
##  [989,]   614.20554  7033.20403
##  [990,]  5787.61779  3988.71389
##  [991,] 12580.81203  6211.34189
##  [992,]  2097.97986  3331.66946
##  [993,]  1535.19167  2857.63847
##  [994,]  6247.13657  4368.14761
##  [995,]  9250.52911  6736.82497
##  [996,]  6987.40984  6518.63736
##  [997,] 13635.75422  7699.81707
##  [998,]  8150.24024  4212.06435
##  [999,]  2281.92440  3440.65844
## [1000,] 15057.77168  3632.46359
## 
## $`p-values`
## [1] 0 0

Wykazano istotne różnice między wynagrodzeniami a rasą i edukacją, na co wskazują wartości wartości p-value równe 0 (<0,05).

Następnie zostanie przeprowadzona ANOVA z interakcjami.

summary(aov(wage~race*education,data = Wage))

##                  Df  Sum Sq Mean Sq F value   Pr(>F)    
## race              3   63212   21071  15.863 3.12e-10 ***
## education         4 1179757  294939 222.042  < 2e-16 ***
## race:education   12   20777    1731   1.304    0.209    
## Residuals      2980 3958340    1328                     
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Oddzielnie wpływ rasy i edukacji jest istotny statystycznie na zarobki (p-value < 0,05), jednak interakcja rasy i edukacji na zarobki jest już nieistotna statystycznie (p-value > 0,05).

ANOVA.boot(wage~race*education,data = Wage)

## $terms
## [1] "race          " "education     " "race:education" "Residuals     "
## 
## $df
## [1]    3    4   12 2980
## 
## $origFStats
## [1]  15.862795 222.042265   1.303511
## 
## $origSSE
## [1] 3958340
## 
## $origSSTr
## [1]   63211.74 1179756.70   20777.48
## 
## $bootFStats
##                [,1]       [,2]      [,3]
##    [1,] 0.979994260 3.30186448 0.9701242
##    [2,] 0.473935775 1.12712462 0.3469897
##    [3,] 0.839237017 1.62435811 0.7764652
##    [4,] 0.531655741 1.65435332 0.5765492
##    [5,] 1.556515915 1.45519846 0.8796830
##    [6,] 1.293219303 1.92421943 0.7320723
##    [7,] 0.668970201 1.52639424 1.0990047
##    [8,] 0.355363682 2.21034195 0.7705183
##    [9,] 2.376752665 0.41034343 0.6817192
##   [10,] 0.077775852 2.07490561 1.4725943
##   [11,] 0.641055924 5.60107356 0.4439649
##   [12,] 0.496008841 0.67228666 1.0989581
##   [13,] 0.685885518 0.61447451 1.6329371
##   [14,] 0.620071204 1.93397399 0.5011990
##   [15,] 1.223806909 3.14552551 1.4176549
##   [16,] 0.108346019 0.25000583 1.4744803
##   [17,] 0.601384700 0.94030302 1.0954749
##   [18,] 0.954117946 0.60093941 0.5740566
##   [19,] 3.383933523 1.64968551 0.3979560
##   [20,] 0.565569585 0.81734540 1.2799543
##   [21,] 0.914684946 0.46354274 0.9393734
##   [22,] 0.280970062 0.33931758 1.1485680
##   [23,] 1.868617367 0.21317871 1.0079686
##   [24,] 0.705504971 0.39200199 0.9518134
##   [25,] 0.624327815 0.19334893 0.3827556
##   [26,] 0.481974988 0.33041118 0.9384625
##   [27,] 1.107305927 0.25668924 0.8126231
##   [28,] 1.234631333 2.04359185 1.4927068
##   [29,] 1.452671111 0.75255618 0.7178588
##   [30,] 1.293976303 0.54461635 0.8814202
##   [31,] 0.754758074 2.63871063 0.7640873
##   [32,] 0.271059171 0.92634449 0.7412346
##   [33,] 0.799307869 1.61784382 0.6601332
##   [34,] 2.142623746 0.85228303 0.3375873
##   [35,] 1.215835488 0.30530729 0.5458601
##   [36,] 0.544805015 1.85033978 0.9434233
##   [37,] 2.463318044 3.09054495 0.9393954
##   [38,] 0.523239948 1.10867464 0.7922767
##   [39,] 0.341131978 0.15211379 2.0401875
##   [40,] 2.272429300 0.62081798 0.9262097
##   [41,] 0.517029268 1.41745106 0.6320411
##   [42,] 0.059362127 0.94094912 1.2866576
##   [43,] 0.887239139 1.19524377 1.0003665
##   [44,] 1.189513340 0.69120876 1.0133739
##   [45,] 0.720300105 0.37510639 1.1611527
##   [46,] 1.103815292 0.52804744 0.3147525
##   [47,] 0.025636399 0.62744857 0.9702704
##   [48,] 0.234120985 1.77029000 0.6066659
##   [49,] 0.029756642 1.19033857 0.9069865
##   [50,] 0.872266470 1.44641968 0.4117142
##   [51,] 0.488522652 0.99254262 0.4445899
##   [52,] 1.146337168 0.68684970 1.3832530
##   [53,] 0.464145696 0.98195754 1.5090156
##   [54,] 0.388305523 1.02985807 1.5292840
##   [55,] 0.729699513 0.35356543 0.5656202
##   [56,] 0.108796905 2.10839050 1.2621673
##   [57,] 0.750246621 1.13734475 1.5584113
##   [58,] 3.548664441 1.39368077 0.6560157
##   [59,] 0.715351694 2.06096353 0.4807970
##   [60,] 0.379135753 1.43700864 1.1166595
##   [61,] 0.323154518 1.88686109 0.3148808
##   [62,] 0.739371724 1.06094867 0.6889179
##   [63,] 1.726407575 0.58949102 1.6437904
##   [64,] 0.791229696 3.48101312 0.5284489
##   [65,] 0.671442361 0.88142298 1.1847420
##   [66,] 1.369366849 1.26390875 0.6545497
##   [67,] 2.733795588 2.06632606 0.6098317
##   [68,] 0.056328002 0.42592901 0.2644071
##   [69,] 1.331245942 0.41078781 1.1921479
##   [70,] 0.648217422 0.45061038 0.9215681
##   [71,] 1.167854245 1.05969882 1.2336689
##   [72,] 0.374739227 0.92678904 1.3340228
##   [73,] 3.794540721 0.35169038 1.0427801
##   [74,] 0.375409270 1.72779467 0.6041703
##   [75,] 0.634359317 0.62176239 0.9262893
##   [76,] 3.044202008 1.61340829 0.8560905
##   [77,] 1.201959554 1.45821524 1.0649183
##   [78,] 1.086724667 1.24090239 1.0889057
##   [79,] 1.324275053 0.41056151 0.4643712
##   [80,] 1.143964944 0.53281107 1.3744291
##   [81,] 1.317738031 1.52585821 0.9387841
##   [82,] 0.560827957 0.67009403 0.5829206
##   [83,] 0.421787303 1.54871852 1.2841512
##   [84,] 1.882727379 1.42955168 1.2309141
##   [85,] 0.344819463 1.34240077 1.2670573
##   [86,] 0.959906026 0.39581030 0.3193388
##   [87,] 0.260931454 2.18871889 1.5674973
##   [88,] 0.979253263 0.93815657 0.7107092
##   [89,] 0.476299108 0.95122418 0.6689295
##   [90,] 0.900065013 1.18433034 0.7573356
##   [91,] 2.406576588 0.14101667 0.6314433
##   [92,] 0.465339427 0.67484608 1.0818827
##   [93,] 0.328919026 0.91789395 0.4815146
##   [94,] 0.189691174 1.38458586 0.9793300
##   [95,] 2.173991667 0.95062679 0.3465707
##   [96,] 0.164744182 0.14752106 1.3242943
##   [97,] 0.397370301 0.99338121 0.9284211
##   [98,] 0.323076977 1.25312071 0.8959993
##   [99,] 0.550498445 0.33636840 1.6061285
##  [100,] 0.232220529 0.27276951 1.1134224
##  [101,] 0.571600171 1.93301414 0.6611969
##  [102,] 1.907312552 0.76149575 0.8092536
##  [103,] 1.535889381 0.72949051 2.3141096
##  [104,] 1.107569027 0.38329742 0.9700557
##  [105,] 0.165058107 0.88316087 0.5220788
##  [106,] 1.501667018 0.37087828 0.9832482
##  [107,] 1.185338541 2.45642072 1.0846020
##  [108,] 0.409499687 1.68541922 0.7584057
##  [109,] 0.686434408 0.25706507 1.4851476
##  [110,] 1.328586094 0.65143801 0.6275367
##  [111,] 0.340210796 0.67535442 0.5003164
##  [112,] 0.897073693 0.57429488 1.6730865
##  [113,] 0.311644694 1.18153377 0.4523796
##  [114,] 0.575716762 0.72011746 1.0964040
##  [115,] 1.477234104 0.17341254 0.7980089
##  [116,] 0.229700299 0.95497985 0.9724934
##  [117,] 0.209859296 0.08472144 0.7626285
##  [118,] 0.563805142 0.70201776 1.0838487
##  [119,] 0.376775314 0.77826295 1.0684831
##  [120,] 0.327505095 0.47164435 0.6944026
##  [121,] 1.469605122 1.46249084 0.4832454
##  [122,] 0.796339891 0.61857217 1.1427344
##  [123,] 0.157211886 1.15476892 0.7938117
##  [124,] 1.305614786 1.46874857 1.7000199
##  [125,] 2.337868065 2.41784437 1.0389040
##  [126,] 0.540827634 0.34790543 0.8314724
##  [127,] 1.176545026 1.01843685 1.0443185
##  [128,] 0.244406987 0.68950129 0.4824141
##  [129,] 0.333033507 1.04038241 0.7254850
##  [130,] 0.733828651 0.07312055 1.4036312
##  [131,] 0.414378584 1.39996310 1.3225525
##  [132,] 1.106422120 1.61313890 0.9128462
##  [133,] 0.373640565 1.04399777 0.9350029
##  [134,] 5.335741300 1.61938404 0.9515826
##  [135,] 0.262375272 0.88088038 0.8666655
##  [136,] 0.740421230 1.75460657 0.5514163
##  [137,] 1.070143629 0.19887855 1.1377357
##  [138,] 2.541170059 1.18963746 1.1843807
##  [139,] 0.357697943 1.57806689 0.7402256
##  [140,] 1.065539460 1.34886230 1.1196668
##  [141,] 1.303714483 1.96999263 0.7075940
##  [142,] 0.145993602 0.47737543 0.8979827
##  [143,] 0.845151330 1.63254890 1.1612847
##  [144,] 2.064858877 0.27524042 0.8955838
##  [145,] 3.066948941 0.45703043 1.7661501
##  [146,] 5.674922444 0.83563882 0.5145263
##  [147,] 0.391076969 0.68650673 0.5960183
##  [148,] 0.271586240 1.29693423 1.5186201
##  [149,] 0.582483736 0.49336682 1.7710287
##  [150,] 0.123579635 0.59400731 2.0049433
##  [151,] 0.388376239 0.44783748 2.8450437
##  [152,] 0.237547730 1.61020597 1.8252416
##  [153,] 0.693807774 0.68153841 1.4918233
##  [154,] 0.370278343 0.65323506 0.8630694
##  [155,] 0.430901585 0.42906584 1.1269272
##  [156,] 1.218904677 0.69247219 0.7952130
##  [157,] 0.320270287 0.51036961 0.4132628
##  [158,] 1.416053907 3.36819064 0.8535503
##  [159,] 0.280681920 0.39912671 1.2501994
##  [160,] 0.960558013 1.16991624 1.1498909
##  [161,] 0.935620451 3.18375588 0.8065185
##  [162,] 0.917048029 0.89598862 0.6284083
##  [163,] 0.934472494 2.40314936 0.8593751
##  [164,] 0.972552607 0.95816318 0.9709825
##  [165,] 0.223885952 0.38231964 1.3558976
##  [166,] 0.874490827 1.81960768 0.9358702
##  [167,] 0.400012531 1.21186169 0.9439726
##  [168,] 0.686195229 0.40802117 0.8298014
##  [169,] 0.217771173 0.79168799 1.4336199
##  [170,] 1.690026646 0.67497357 0.4987019
##  [171,] 0.268211332 0.82470177 0.4484671
##  [172,] 2.830844842 0.81781084 0.4474915
##  [173,] 1.452207691 2.80996381 0.8380258
##  [174,] 1.313445871 0.49915476 0.5466794
##  [175,] 1.864703863 0.24330199 2.8212690
##  [176,] 0.492433951 0.98752878 0.5397664
##  [177,] 1.377321580 1.68759265 1.7256397
##  [178,] 0.634086008 0.78323758 1.2197704
##  [179,] 1.017552949 0.16696443 0.9019945
##  [180,] 0.529375964 1.18593398 1.3073811
##  [181,] 0.266913572 2.06248273 0.6504232
##  [182,] 0.964744893 2.16143689 0.8507389
##  [183,] 0.634489220 1.22946893 0.6767831
##  [184,] 0.558573448 2.42877738 1.4272518
##  [185,] 1.954873126 0.23093619 0.9899457
##  [186,] 0.705926812 1.31437002 0.7122460
##  [187,] 0.598710809 0.70052101 0.5980442
##  [188,] 0.566030569 0.40809095 1.3243578
##  [189,] 0.432252305 1.37362830 0.5465596
##  [190,] 0.622868128 1.06913352 0.5122423
##  [191,] 1.912528582 1.70640132 1.1228734
##  [192,] 1.707796614 0.46271667 1.9380958
##  [193,] 0.522833758 0.57887327 1.6129409
##  [194,] 1.553779295 0.86664210 0.7906883
##  [195,] 1.744806940 0.43735280 0.5035260
##  [196,] 0.498689654 0.47880391 1.7436583
##  [197,] 0.602120928 0.67377421 1.0708487
##  [198,] 0.279973218 0.78943268 1.6481963
##  [199,] 0.204356499 1.86200586 1.0072351
##  [200,] 0.891021935 0.89751877 1.7201994
##  [201,] 1.950356635 1.16471676 0.9553805
##  [202,] 0.394477961 1.97382547 0.7348218
##  [203,] 0.710583008 0.79781184 1.7735963
##  [204,] 0.639192679 1.01092821 0.6649258
##  [205,] 3.128756416 0.75925477 1.1081653
##  [206,] 0.771438807 0.64181759 1.1510082
##  [207,] 0.502465456 1.18654311 1.0113929
##  [208,] 2.045939348 1.02949344 0.8343402
##  [209,] 0.444618760 0.73559675 0.7026840
##  [210,] 0.678757139 0.80693876 0.9261245
##  [211,] 0.256851153 2.19755433 0.9396514
##  [212,] 0.436701822 1.89281794 2.3693065
##  [213,] 1.235678488 0.44393824 0.5841187
##  [214,] 0.761989581 0.96433875 0.7422580
##  [215,] 0.629142554 0.30674607 0.6498137
##  [216,] 1.217981925 2.63434354 0.9158937
##  [217,] 1.639615592 0.94785297 1.0549588
##  [218,] 1.280805046 0.35362649 1.0492924
##  [219,] 0.298210881 1.82546649 1.3501314
##  [220,] 1.556255433 1.48446292 0.6490481
##  [221,] 1.090392137 0.69810251 0.9320016
##  [222,] 0.290835303 1.08293180 0.8657120
##  [223,] 1.357064322 0.87064190 0.4883126
##  [224,] 1.872142683 0.19466029 0.6190453
##  [225,] 0.079728186 1.62469681 0.2705510
##  [226,] 0.777029632 1.88252908 0.6092513
##  [227,] 1.323199288 1.08761186 1.3455186
##  [228,] 0.877663770 0.55880865 0.7871025
##  [229,] 2.031729201 0.59941708 0.9130709
##  [230,] 2.854530268 2.24778755 1.1868442
##  [231,] 0.259432476 0.43475237 1.0581979
##  [232,] 0.821104683 0.85114658 0.8569073
##  [233,] 0.509706731 2.80878707 0.9907602
##  [234,] 0.721505076 0.38593270 0.4389202
##  [235,] 0.729924078 0.37879336 1.0466848
##  [236,] 0.332189752 0.58379082 0.5389175
##  [237,] 0.563940953 3.62374204 0.7466599
##  [238,] 0.181369382 0.57475331 1.8047709
##  [239,] 0.329896774 0.68148374 1.2216258
##  [240,] 1.199873395 0.74504568 1.0803635
##  [241,] 1.517246705 0.70117633 1.6006285
##  [242,] 0.615132884 1.36082832 0.4440407
##  [243,] 1.558148196 0.09731094 1.5937215
##  [244,] 0.050826873 0.90748493 1.4295972
##  [245,] 0.542208754 0.43434409 1.1775118
##  [246,] 0.955283530 1.03479800 0.8051795
##  [247,] 0.286920171 0.73839271 1.2587460
##  [248,] 2.393568928 1.41118526 0.6717725
##  [249,] 0.233311400 0.52286406 0.5261789
##  [250,] 1.969926692 0.37989252 1.6432557
##  [251,] 0.283482117 0.15199020 0.6604794
##  [252,] 0.868669721 1.29284693 1.3843088
##  [253,] 0.560593118 1.39178920 0.9174544
##  [254,] 0.907870913 0.88986648 0.9845609
##  [255,] 0.453203173 0.57966463 1.0657745
##  [256,] 1.494035744 0.71832820 0.7663507
##  [257,] 0.893360676 0.33974857 0.7179710
##  [258,] 1.127864570 1.48817036 0.9927348
##  [259,] 2.356590576 0.53160788 0.7558809
##  [260,] 0.192720442 1.93824572 1.3327067
##  [261,] 2.127539530 0.12146982 1.0979405
##  [262,] 1.897397899 0.57226325 0.6176642
##  [263,] 1.584988858 0.71661370 1.2085280
##  [264,] 0.232640934 0.92806579 1.5483156
##  [265,] 1.169812395 0.82881061 0.7820180
##  [266,] 0.842061422 0.51249982 0.4570935
##  [267,] 1.146418225 1.07958907 0.6245601
##  [268,] 0.249284061 0.77078647 1.8308307
##  [269,] 2.263875964 0.80846772 0.7647745
##  [270,] 0.371956388 0.25149874 1.2930761
##  [271,] 0.078313114 0.18199283 1.1213176
##  [272,] 1.344166344 1.77622992 1.3992648
##  [273,] 0.745132937 1.87079896 0.9920199
##  [274,] 0.588202996 2.38565049 0.7832009
##  [275,] 1.024648966 0.18364300 1.5075527
##  [276,] 0.965322988 2.18870839 1.3565071
##  [277,] 0.182348864 0.61529531 1.9656821
##  [278,] 1.285961355 1.27456975 1.0508862
##  [279,] 0.189309437 0.49295785 0.8237501
##  [280,] 0.351653616 0.16224340 0.8418929
##  [281,] 0.489563228 1.18630931 1.4619664
##  [282,] 0.985344100 0.85264662 0.4781262
##  [283,] 0.870960500 1.08682808 2.2384666
##  [284,] 0.539873088 0.26781783 0.6440349
##  [285,] 1.837559209 0.11973159 1.0190460
##  [286,] 0.659225721 0.81568742 0.4110238
##  [287,] 1.075460217 2.12750945 0.2944156
##  [288,] 0.037884565 1.09644639 0.2716844
##  [289,] 0.492260319 1.35455332 0.7197059
##  [290,] 2.081543957 0.73382118 1.3104455
##  [291,] 0.267097672 0.82833778 1.3281690
##  [292,] 1.179643935 0.68545889 0.4450686
##  [293,] 1.456902110 0.63840996 0.7595077
##  [294,] 0.669099894 0.63777184 1.6173102
##  [295,] 0.485894012 0.22787388 0.7239257
##  [296,] 0.430485943 0.51460536 1.6589823
##  [297,] 1.432551590 0.69584232 0.4731172
##  [298,] 1.122898770 0.64078422 0.9685915
##  [299,] 1.361975957 0.15180161 0.7113918
##  [300,] 6.320904109 0.81330747 0.4029232
##  [301,] 4.040653940 1.94800198 0.8264609
##  [302,] 0.963074838 0.62811078 1.2679772
##  [303,] 0.235481606 2.37844012 0.8494295
##  [304,] 1.458220399 0.73657344 0.9685079
##  [305,] 0.431357309 2.84245804 0.7980559
##  [306,] 0.644678213 0.68621714 0.8608496
##  [307,] 0.053176796 1.00245668 0.9887747
##  [308,] 3.276911046 0.06169902 0.7843516
##  [309,] 0.347557737 0.43892353 0.8350951
##  [310,] 1.111596863 0.58364807 0.3570098
##  [311,] 1.254621227 0.18502175 0.6334763
##  [312,] 0.576440231 0.18095336 0.6687832
##  [313,] 1.296874138 0.55509471 0.6265602
##  [314,] 0.465951816 1.12544777 0.5283075
##  [315,] 3.276578716 2.97758080 0.5711604
##  [316,] 1.487658467 0.49152836 0.9186599
##  [317,] 0.492346809 0.81331496 0.7873782
##  [318,] 0.418951423 2.85117493 0.8500145
##  [319,] 0.210558159 1.60176945 0.8508307
##  [320,] 2.546935749 0.44012460 0.6548213
##  [321,] 0.189051783 0.33324279 0.6208838
##  [322,] 0.501708510 0.45094309 0.6454975
##  [323,] 0.902518156 2.84013505 0.9993660
##  [324,] 0.132614259 0.85606018 0.8939881
##  [325,] 0.004101436 0.47880485 1.3702248
##  [326,] 0.464772994 0.58709014 0.4920292
##  [327,] 0.423215256 0.49573149 0.6658745
##  [328,] 2.155189138 0.83453822 1.3443644
##  [329,] 0.668783132 1.26372576 1.0855246
##  [330,] 1.634820253 2.33137856 0.9393599
##  [331,] 0.300584846 1.70996630 0.7974898
##  [332,] 1.424541107 0.92970001 1.0576891
##  [333,] 0.935305108 0.66972566 0.5298254
##  [334,] 0.484117646 1.46698155 0.8499380
##  [335,] 0.793249386 0.75735922 1.3652747
##  [336,] 0.480739443 0.75786307 0.7852373
##  [337,] 0.338740403 1.95232971 0.7673200
##  [338,] 0.927067869 0.90982763 0.5413885
##  [339,] 2.618126095 1.71100867 0.6776887
##  [340,] 0.049280869 0.41998288 0.7903716
##  [341,] 0.987236602 0.37486423 0.6797916
##  [342,] 1.465919635 0.69111916 0.6113110
##  [343,] 0.220531214 0.89355808 0.7463925
##  [344,] 1.415369008 1.54475750 0.7800626
##  [345,] 0.045061443 1.28877655 0.9852150
##  [346,] 1.607860723 1.07914194 0.5157615
##  [347,] 1.572550496 0.78888351 0.6751382
##  [348,] 0.985825626 1.08873893 0.5438665
##  [349,] 0.271595754 1.18364012 1.3957822
##  [350,] 1.349810029 2.06320052 1.1463338
##  [351,] 0.562278585 0.71676590 0.2616002
##  [352,] 1.168389090 0.52851159 1.1682788
##  [353,] 1.831307419 0.77765526 0.9745649
##  [354,] 1.173866345 0.12032717 1.3055804
##  [355,] 1.233508828 1.91154732 1.3444224
##  [356,] 2.928481894 1.74969236 1.0515980
##  [357,] 0.776113343 1.09738926 0.6089406
##  [358,] 2.524881102 0.18124231 1.4036048
##  [359,] 0.139020062 1.13047346 1.2307087
##  [360,] 0.206762298 0.13388873 1.1860076
##  [361,] 0.045881538 0.34424457 0.4123395
##  [362,] 0.169522091 1.41762151 1.2541299
##  [363,] 1.803582406 0.58036276 0.4569587
##  [364,] 0.326709504 1.02558120 1.4632213
##  [365,] 1.341555861 0.31493808 0.5134315
##  [366,] 2.062500948 1.76579297 0.7794729
##  [367,] 0.136361736 1.20063648 0.2062263
##  [368,] 1.139325716 1.62644082 1.1621762
##  [369,] 1.548576870 0.81207618 1.1985632
##  [370,] 2.362911443 0.46075196 0.5938937
##  [371,] 1.727926737 0.63099028 1.4146070
##  [372,] 0.769941327 1.99082107 0.5954393
##  [373,] 2.046126644 0.85744489 0.5410745
##  [374,] 0.507982984 0.40797496 0.8276516
##  [375,] 0.356770465 2.53026141 1.2819587
##  [376,] 0.581367384 1.80061754 0.7951398
##  [377,] 1.035048708 0.43943999 1.2519462
##  [378,] 2.204406594 1.00457771 0.6676886
##  [379,] 1.872747139 0.97838829 0.6279350
##  [380,] 0.539811090 0.47366646 0.9306005
##  [381,] 0.511880320 0.78023715 0.6885154
##  [382,] 1.608186666 0.18003220 0.8936689
##  [383,] 1.509341267 2.29762404 0.4765594
##  [384,] 0.199718807 2.06930649 1.4923158
##  [385,] 0.237251946 0.69999435 1.0270701
##  [386,] 0.735968556 1.24227638 0.9574463
##  [387,] 2.166714907 0.93977470 0.3423043
##  [388,] 0.369634681 0.62747709 0.3899243
##  [389,] 1.382750978 1.21389878 0.3369070
##  [390,] 0.635086041 1.43905655 0.9990306
##  [391,] 1.304203271 1.31708867 0.8698809
##  [392,] 1.350852000 1.08957704 0.8918323
##  [393,] 0.226790290 0.97652533 0.6986283
##  [394,] 1.218905096 3.80199842 0.7383326
##  [395,] 0.279039751 0.42535191 1.4904189
##  [396,] 0.095645161 1.30564527 1.0407160
##  [397,] 0.799175938 2.37371258 1.0246942
##  [398,] 0.603824281 2.87666852 0.7565093
##  [399,] 2.258492507 1.73588641 0.6183263
##  [400,] 0.510272230 0.63460109 0.6499589
##  [401,] 1.198657534 1.53183490 0.4984683
##  [402,] 0.669736133 1.27322554 0.8987662
##  [403,] 0.050478133 1.12370255 0.4601193
##  [404,] 0.131511895 1.76944905 1.2526204
##  [405,] 1.186719518 0.26168311 0.5552030
##  [406,] 1.091552533 1.18206714 0.4126521
##  [407,] 0.164956229 0.62363092 2.0191819
##  [408,] 0.656606331 1.58016384 1.2887911
##  [409,] 0.956926247 1.20383658 0.7249083
##  [410,] 0.865458670 1.02961358 1.1635158
##  [411,] 0.408707587 0.39230964 1.9925288
##  [412,] 0.161298873 0.31153670 0.7192490
##  [413,] 2.510275831 0.75140947 2.1294234
##  [414,] 0.627086646 0.39522241 0.4955037
##  [415,] 0.509333378 0.55603765 0.9561100
##  [416,] 0.726043822 0.91710205 0.4318381
##  [417,] 0.547603095 0.98419187 1.0471063
##  [418,] 0.107299039 1.77908422 1.4574440
##  [419,] 0.208932853 1.39947299 0.7914891
##  [420,] 0.466023940 0.92492988 0.4964186
##  [421,] 2.710975635 0.43937070 1.1605068
##  [422,] 1.235739554 1.92915097 1.1169763
##  [423,] 0.346184599 0.46482334 0.8430047
##  [424,] 0.882111916 1.22175014 1.0654158
##  [425,] 1.857975182 3.79353522 1.2698725
##  [426,] 0.626475939 0.02005712 0.5515637
##  [427,] 0.088309971 0.70032909 0.8218446
##  [428,] 1.006014894 0.86133135 2.1019998
##  [429,] 0.677205995 0.59219851 1.0138122
##  [430,] 0.506667857 1.43653499 0.8337462
##  [431,] 1.197519302 2.16967178 1.2101990
##  [432,] 3.648715977 3.19704698 1.3023918
##  [433,] 0.138878768 0.15132571 0.9849837
##  [434,] 0.019189819 2.24120031 0.7680012
##  [435,] 1.558204789 0.16000078 1.0649982
##  [436,] 0.592903624 1.12999576 0.8931757
##  [437,] 0.809981330 0.74197604 1.0018467
##  [438,] 0.902802625 0.86022534 1.0260848
##  [439,] 1.738281572 0.68210111 1.9091412
##  [440,] 0.352046724 0.35884154 1.8410393
##  [441,] 2.106643697 0.84272878 1.6076193
##  [442,] 1.369990299 0.12649914 1.1581587
##  [443,] 1.503808668 0.31490205 1.3139740
##  [444,] 0.631346150 0.66050533 0.8052328
##  [445,] 0.339521083 0.49458343 1.2623908
##  [446,] 0.272408601 2.48636924 1.2999250
##  [447,] 0.915368984 0.51905563 0.4966530
##  [448,] 0.755876754 0.44496841 0.6423629
##  [449,] 1.953677962 0.10471653 0.8445650
##  [450,] 0.726798373 1.12259425 0.5705754
##  [451,] 2.426316030 1.19177820 0.8837427
##  [452,] 0.593863441 0.85873179 1.0355543
##  [453,] 0.239722482 0.28282204 1.2054700
##  [454,] 0.888557275 0.27784093 0.9690196
##  [455,] 1.051803167 0.88010288 0.7904624
##  [456,] 0.819764836 0.67328867 2.4043496
##  [457,] 1.155259296 0.46880082 1.3851697
##  [458,] 1.068375654 1.01023556 0.8204580
##  [459,] 2.741342587 0.44824987 0.4068551
##  [460,] 0.052077044 1.99343469 0.6151374
##  [461,] 0.452230281 1.15372094 0.2330269
##  [462,] 0.118618997 0.60098312 1.2411416
##  [463,] 0.934849380 0.43583167 0.7190119
##  [464,] 2.131407743 1.47021748 0.9694558
##  [465,] 1.343000149 0.38854560 0.9795625
##  [466,] 0.947220788 0.28529742 0.6584761
##  [467,] 0.040820785 2.60278437 0.5070775
##  [468,] 1.028290471 0.77689259 0.9443567
##  [469,] 0.653022418 0.28046860 1.1081069
##  [470,] 1.334508422 0.31045303 1.0312690
##  [471,] 0.524846156 1.14355095 0.6962469
##  [472,] 1.237035001 0.36430216 1.1829564
##  [473,] 0.402317937 1.11797456 0.9868448
##  [474,] 0.756695979 1.01547945 1.0951877
##  [475,] 1.357439243 0.91263476 1.9997395
##  [476,] 1.671553969 1.95277762 0.5405368
##  [477,] 0.716023929 0.80905209 1.4088440
##  [478,] 0.399603237 1.07701588 0.5895786
##  [479,] 0.634103009 1.85075973 0.9079309
##  [480,] 1.170367096 0.74742125 0.7031537
##  [481,] 1.596748162 2.26518362 1.1723116
##  [482,] 1.482237085 0.89946211 0.9233107
##  [483,] 0.582534926 0.58211574 0.8883449
##  [484,] 1.272800311 1.72913963 0.5631195
##  [485,] 1.543881295 1.16845396 1.6906608
##  [486,] 0.944713651 0.71677339 1.7028847
##  [487,] 1.099349522 0.29418181 0.7453824
##  [488,] 1.922688828 1.00632241 0.9476730
##  [489,] 0.835870623 0.91520571 0.6898300
##  [490,] 3.443331999 1.33552529 1.5610317
##  [491,] 0.369798145 0.45782427 1.3185808
##  [492,] 4.862220215 1.27352483 0.4606346
##  [493,] 0.343812296 2.62510972 0.7272780
##  [494,] 1.724860569 2.10220379 1.1124213
##  [495,] 0.062326883 0.95122120 0.8962497
##  [496,] 0.251035692 1.05192981 0.7537617
##  [497,] 0.566538273 0.42317373 0.5016523
##  [498,] 0.961108028 0.27990842 0.9267735
##  [499,] 0.645437324 1.16574011 0.5454083
##  [500,] 0.328935571 0.53767998 1.6364147
##  [501,] 0.885866168 0.76227223 0.6368569
##  [502,] 0.837588029 0.78836741 1.9551576
##  [503,] 0.741645638 0.14195321 0.9704060
##  [504,] 2.832539717 0.51081413 1.0515228
##  [505,] 1.097183310 0.86690562 1.5026216
##  [506,] 0.694883864 1.25454388 1.5084441
##  [507,] 1.817745256 0.78638216 1.6092904
##  [508,] 0.398151657 0.96337916 0.6942462
##  [509,] 0.831562119 1.04250281 0.6229552
##  [510,] 1.635642923 2.80977050 1.3435997
##  [511,] 1.340975521 1.77214038 1.4563411
##  [512,] 1.593774003 1.60774078 0.7880563
##  [513,] 0.664063412 0.68275067 0.9266021
##  [514,] 0.990700660 0.93829186 0.4614483
##  [515,] 0.097965079 0.95728283 0.7655601
##  [516,] 1.036858794 0.33758698 1.0692371
##  [517,] 0.391754534 1.24080236 1.0792714
##  [518,] 0.771321160 1.44860398 0.6985746
##  [519,] 0.730807535 1.26792107 0.9859277
##  [520,] 0.964844410 1.17921815 1.2945093
##  [521,] 2.047121309 1.78367174 0.6902060
##  [522,] 0.940552278 0.04676647 0.3946968
##  [523,] 0.287752787 0.38805950 0.8304503
##  [524,] 0.426810260 2.38802879 1.5501122
##  [525,] 0.793015112 0.55786610 1.8139920
##  [526,] 3.046402784 1.10769592 0.5849358
##  [527,] 0.306505017 0.82148527 1.1998866
##  [528,] 1.956033212 0.40745919 0.7733757
##  [529,] 1.279279067 0.25864382 2.2492958
##  [530,] 1.024241712 0.99268054 1.3171818
##  [531,] 0.125250218 0.81714301 0.4961713
##  [532,] 3.578640910 1.51942552 0.9708035
##  [533,] 0.404009457 0.03864823 0.6171317
##  [534,] 0.653333991 0.41983631 0.9461007
##  [535,] 0.329348009 0.56855569 0.4807677
##  [536,] 0.285256122 0.86640059 1.8533764
##  [537,] 0.246306623 1.02834335 1.9789291
##  [538,] 0.802253482 1.82575874 0.7161671
##  [539,] 0.908507962 2.55568805 0.5486062
##  [540,] 0.496457695 1.52801173 1.1092298
##  [541,] 0.512349320 0.85015496 0.6876272
##  [542,] 2.900247332 2.08792466 1.4139018
##  [543,] 0.687165109 1.00092220 1.7246708
##  [544,] 0.870001463 1.71107257 1.0958980
##  [545,] 0.250790394 1.04078312 0.8001562
##  [546,] 0.633730686 0.53364829 1.0002784
##  [547,] 0.531369613 1.39498272 0.8571337
##  [548,] 3.040315666 0.90244338 1.8301856
##  [549,] 1.054723894 0.49410734 2.6923178
##  [550,] 1.113922929 2.70257167 0.5770010
##  [551,] 1.830137740 0.28140409 0.8501126
##  [552,] 0.105307141 2.65603266 0.6161439
##  [553,] 2.800921007 0.45971155 1.0440804
##  [554,] 0.696911909 0.58766300 0.4055834
##  [555,] 1.161554660 0.63439014 0.9037030
##  [556,] 0.286124192 1.25373974 1.6748149
##  [557,] 0.863086713 2.55838321 1.3279774
##  [558,] 0.871817251 1.09023128 0.5320350
##  [559,] 0.199606772 1.41806055 0.7488746
##  [560,] 1.798178023 0.49124304 0.8924387
##  [561,] 0.896024624 1.33093951 0.9801114
##  [562,] 1.956366420 0.56806505 0.6517098
##  [563,] 0.484919894 2.03306414 1.2362187
##  [564,] 0.473317553 0.25603361 0.5359168
##  [565,] 0.613189919 0.35709027 0.7213582
##  [566,] 0.425043355 0.05544832 1.0994329
##  [567,] 0.514414380 1.18905707 0.7918306
##  [568,] 0.727171983 1.24530505 1.0087253
##  [569,] 3.073898156 0.75495254 0.6071067
##  [570,] 2.433545580 2.98378866 1.9492207
##  [571,] 0.264130415 2.06423759 0.6544325
##  [572,] 0.349887075 2.22325783 0.5918065
##  [573,] 0.681787187 0.94936749 1.1720156
##  [574,] 0.718214275 1.84974833 0.4235428
##  [575,] 0.317013616 0.54665928 0.9721550
##  [576,] 0.835313310 0.75787795 1.7022177
##  [577,] 1.245661955 1.19824399 0.5352224
##  [578,] 0.084391747 1.95046755 0.8688550
##  [579,] 0.818605882 0.44833832 0.6843249
##  [580,] 1.314054815 3.72107307 0.6696024
##  [581,] 0.817445479 1.21561026 1.0319181
##  [582,] 0.733879880 0.38292168 1.1647832
##  [583,] 0.886670265 0.31685307 0.8954882
##  [584,] 0.686248386 1.69302396 1.8149430
##  [585,] 1.110126599 0.68638822 0.3948865
##  [586,] 1.455498507 1.47605283 0.8804496
##  [587,] 1.946327578 1.08252563 1.2336260
##  [588,] 2.951474802 0.23251392 1.9708878
##  [589,] 0.809304586 0.40681373 1.4264668
##  [590,] 1.364646359 0.33792653 1.3711179
##  [591,] 0.193544606 0.70021464 0.9293947
##  [592,] 1.259703141 0.24620550 0.8118105
##  [593,] 0.524795303 0.89532973 1.0455164
##  [594,] 0.471918893 1.91428289 0.7304203
##  [595,] 1.639595702 0.78169935 0.8568501
##  [596,] 0.384996222 0.48078687 0.4715240
##  [597,] 0.237561898 1.69059341 1.3410754
##  [598,] 0.476959526 0.76903892 1.3221298
##  [599,] 0.368295333 0.73748489 1.1642265
##  [600,] 2.944511213 0.59749640 0.6893529
##  [601,] 2.988125707 0.43925202 0.3284099
##  [602,] 0.709732615 0.39142511 0.4682854
##  [603,] 0.426718201 0.55319819 0.7236163
##  [604,] 0.826836628 1.41581349 1.0855534
##  [605,] 0.361390892 0.29440597 0.3731400
##  [606,] 0.789619176 0.60622064 0.4905038
##  [607,] 0.992237242 1.85416670 1.6219011
##  [608,] 0.580722781 0.33447618 1.4043106
##  [609,] 1.718305873 0.70229443 0.5703506
##  [610,] 0.421338440 0.37332350 0.9539329
##  [611,] 1.319782431 1.22144910 0.9107650
##  [612,] 2.285452921 0.03860914 0.9310990
##  [613,] 0.739404191 0.62714203 0.7959774
##  [614,] 0.638002051 0.93494597 1.3160288
##  [615,] 0.954652116 1.46721984 0.2117218
##  [616,] 2.251664679 0.73475513 0.5854583
##  [617,] 2.371480593 0.54195956 1.4361017
##  [618,] 1.353355565 0.77462960 0.2439366
##  [619,] 0.581356394 0.92440163 0.8205086
##  [620,] 1.320703373 0.91881168 1.3921870
##  [621,] 0.401707816 0.62367043 0.5484014
##  [622,] 0.347576094 0.62036917 1.0128827
##  [623,] 2.376745900 0.41423145 0.6176959
##  [624,] 4.751346458 0.92151808 1.7780562
##  [625,] 1.038442161 0.76381727 0.5560771
##  [626,] 0.874644376 0.04348310 0.6897166
##  [627,] 0.379078690 2.25506674 1.4321743
##  [628,] 0.387439906 0.10631091 1.2492533
##  [629,] 2.790546385 0.50929541 0.6187461
##  [630,] 1.359686154 1.87181044 0.5021400
##  [631,] 0.587044197 2.43852854 1.1850423
##  [632,] 0.384553677 2.05851369 0.5530286
##  [633,] 0.491524567 1.07270151 0.9945755
##  [634,] 1.315465682 0.43239014 0.7710581
##  [635,] 1.410204886 0.49294456 0.6092778
##  [636,] 0.264279134 0.41244245 0.5501275
##  [637,] 2.310704224 0.78728557 0.7765819
##  [638,] 2.075915253 0.61912497 0.8829239
##  [639,] 1.327145321 0.31596132 0.7731702
##  [640,] 1.140793213 1.06165427 1.2611156
##  [641,] 1.917361052 0.60040354 0.8086297
##  [642,] 0.777546989 0.55157422 0.7695658
##  [643,] 0.908265089 0.16064644 1.7230126
##  [644,] 1.735924871 0.68000504 0.6802763
##  [645,] 0.209630101 0.69553245 0.2858062
##  [646,] 0.653187294 0.28959673 0.8090583
##  [647,] 1.772344456 1.41868883 0.8238351
##  [648,] 2.860683063 1.44291755 0.8918658
##  [649,] 4.231072871 1.38761686 1.4786471
##  [650,] 0.836166706 0.47652178 2.3356635
##  [651,] 0.590261537 0.43880314 0.7419456
##  [652,] 1.239340393 1.63109090 0.9097085
##  [653,] 0.629933656 1.49616935 1.1055261
##  [654,] 1.593666116 1.45609289 0.7704442
##  [655,] 2.401292425 1.53974546 0.8870544
##  [656,] 0.725435707 1.44878583 0.9684369
##  [657,] 0.131882725 0.55021104 1.2433133
##  [658,] 0.139713853 0.41352630 1.0694621
##  [659,] 2.533900603 1.05128781 0.5187391
##  [660,] 0.074151338 0.46198217 0.7108919
##  [661,] 1.568663364 0.80899766 0.7273582
##  [662,] 0.149342354 3.55083024 0.3975559
##  [663,] 2.608575486 0.51212510 1.8538457
##  [664,] 4.258714709 1.24591237 0.8372254
##  [665,] 1.634248411 0.51047634 0.4952979
##  [666,] 1.885819341 0.30930140 1.2660682
##  [667,] 2.375230757 0.68409172 0.4746115
##  [668,] 0.901560880 0.51153792 1.0460572
##  [669,] 2.189583221 0.43360423 0.9858966
##  [670,] 0.864592777 0.49722058 0.6401431
##  [671,] 1.399390752 0.51944619 0.8170904
##  [672,] 1.133092959 1.85906585 1.0298098
##  [673,] 0.607254725 0.79806217 0.5985794
##  [674,] 0.289619218 1.62887401 1.1658005
##  [675,] 0.810007327 1.35844288 1.2221809
##  [676,] 0.510168881 0.37514897 1.5674882
##  [677,] 0.069468163 0.27875161 0.6587036
##  [678,] 0.361205601 0.36774322 0.3681389
##  [679,] 2.585396346 0.41554336 0.7454343
##  [680,] 0.739013627 0.87274421 0.6326885
##  [681,] 0.452620590 1.28214429 1.3735797
##  [682,] 0.235039793 0.56241444 1.3232831
##  [683,] 0.724383437 0.47917323 1.5172349
##  [684,] 1.098906038 0.55125854 1.9152883
##  [685,] 0.134499338 1.08578768 1.4718433
##  [686,] 0.198719142 1.90615570 0.8861559
##  [687,] 2.869790426 1.24354244 1.0093496
##  [688,] 0.185597056 0.95864522 1.0541302
##  [689,] 0.281080120 0.17404849 0.9137657
##  [690,] 0.662359409 0.48826711 1.4206706
##  [691,] 0.469068499 0.51163315 0.3209990
##  [692,] 0.366837187 0.47842725 1.0872269
##  [693,] 0.172508852 1.18501231 0.3828783
##  [694,] 0.631767621 0.45893461 0.7980330
##  [695,] 0.423124851 0.45676678 0.9041225
##  [696,] 0.643712328 0.73980501 1.0200487
##  [697,] 0.156812039 1.33716391 0.6293200
##  [698,] 0.120344196 2.78660254 1.1688414
##  [699,] 0.905405922 0.33193087 1.5089610
##  [700,] 0.155854664 0.56344820 0.3237815
##  [701,] 1.101133755 2.60475557 1.7965882
##  [702,] 0.426967677 1.20085098 1.7201174
##  [703,] 0.796891085 0.28129849 0.6610880
##  [704,] 1.537920780 0.71593552 0.4536388
##  [705,] 0.594944620 0.39646690 1.0644895
##  [706,] 1.517439305 2.14702831 0.3687444
##  [707,] 0.188198679 0.32765500 1.0018910
##  [708,] 1.173513316 1.82905566 0.4060577
##  [709,] 0.865024656 0.82975279 1.1361567
##  [710,] 3.123685957 0.46919530 2.0249467
##  [711,] 1.541925893 1.39007698 2.0029156
##  [712,] 2.972006512 0.44225403 0.6230062
##  [713,] 0.642346316 1.16541014 0.6209029
##  [714,] 2.134452482 0.51301485 0.7842447
##  [715,] 1.701284787 0.84769577 0.8400664
##  [716,] 1.104315468 0.28946391 0.6854758
##  [717,] 0.288805932 1.07794534 0.5837832
##  [718,] 0.946936224 0.74307203 0.7176921
##  [719,] 0.249749143 0.39964752 0.3720325
##  [720,] 1.410737930 0.11585719 0.7784415
##  [721,] 0.638414798 0.56398700 1.5515179
##  [722,] 1.744899130 0.61984383 1.1218136
##  [723,] 1.016016966 0.56945819 1.0711968
##  [724,] 0.426027112 1.42291401 0.5792952
##  [725,] 0.834867093 0.29953071 0.7171463
##  [726,] 0.788319126 2.02412746 0.8543856
##  [727,] 0.304314812 2.06109289 0.5892843
##  [728,] 0.697366451 0.81560093 2.5998323
##  [729,] 1.877183987 1.11341288 0.8530754
##  [730,] 0.330560070 0.36599359 0.9668240
##  [731,] 2.563055588 0.40741335 0.8435927
##  [732,] 0.139303094 2.08344687 0.2832934
##  [733,] 0.174189178 2.75124238 1.2192780
##  [734,] 2.227188243 0.35051738 1.1423793
##  [735,] 0.631695673 1.01726604 1.5482861
##  [736,] 4.279561109 1.33722377 2.0203874
##  [737,] 0.326660482 2.19698531 1.6519983
##  [738,] 3.722232833 0.65386484 1.6403843
##  [739,] 1.669641584 0.52246787 1.7620923
##  [740,] 0.309276685 1.20036278 0.9021791
##  [741,] 0.291072732 0.67191790 1.3035093
##  [742,] 0.375110486 1.15817935 2.5434494
##  [743,] 0.409822096 2.77393419 1.1541709
##  [744,] 0.502851586 2.13262687 0.1967671
##  [745,] 1.401248037 2.09108002 1.2951000
##  [746,] 1.559013003 1.05153252 1.0100867
##  [747,] 2.514449513 0.36968541 1.1878391
##  [748,] 1.114371369 0.99154394 0.5680829
##  [749,] 0.232319745 0.90921811 0.8433515
##  [750,] 1.893329674 0.37714120 0.3838477
##  [751,] 1.755948452 0.09794790 0.9974299
##  [752,] 1.390928719 0.29419352 1.0090231
##  [753,] 0.378392754 1.81871329 0.6522469
##  [754,] 0.754488408 0.76587868 0.7540975
##  [755,] 0.060858623 0.82015981 1.0097417
##  [756,] 0.191372862 0.31442461 1.4123885
##  [757,] 0.192045180 0.41629528 0.6818991
##  [758,] 1.330826695 1.06011706 0.7566274
##  [759,] 0.011305992 1.60144688 0.8625649
##  [760,] 0.279697033 1.09399026 0.6458292
##  [761,] 0.683462400 0.23148838 0.7653154
##  [762,] 0.774824265 1.34912794 1.0360746
##  [763,] 0.469193227 3.02305861 0.7780496
##  [764,] 1.642446922 2.06975264 1.2418747
##  [765,] 0.731806459 1.04259315 0.4493248
##  [766,] 1.729610094 1.82588534 3.8820109
##  [767,] 0.558611577 1.27112727 2.3952674
##  [768,] 0.534215304 0.30290788 0.6468807
##  [769,] 0.945066371 0.24828079 0.5461864
##  [770,] 1.424138451 1.51297262 0.8125445
##  [771,] 0.266583267 0.59243133 1.1032655
##  [772,] 0.260217436 0.11041076 0.4534771
##  [773,] 0.350951622 0.42046231 0.4273125
##  [774,] 2.681641668 0.53901479 1.0792683
##  [775,] 1.564624527 0.47349362 2.5913484
##  [776,] 1.505758538 0.54959032 1.1046033
##  [777,] 2.710012685 0.86627163 1.3930279
##  [778,] 1.892007953 0.59870884 0.8575617
##  [779,] 0.897988438 0.85044832 0.4776118
##  [780,] 1.741875235 0.84667144 1.0641289
##  [781,] 0.236892495 0.13067991 0.7036342
##  [782,] 0.879881789 0.13136246 0.2041533
##  [783,] 0.371473366 0.96783281 1.0250861
##  [784,] 0.263005666 0.23162178 1.3416265
##  [785,] 2.199254522 1.38716779 0.6298516
##  [786,] 0.760704155 0.31903187 0.5883298
##  [787,] 5.450837291 4.04824650 0.6348273
##  [788,] 0.217865542 0.38216757 1.1471808
##  [789,] 1.448071296 0.48258427 0.3078145
##  [790,] 1.552389646 0.43829814 0.5464797
##  [791,] 0.584835447 1.80928176 0.8854954
##  [792,] 0.836880186 0.39878525 0.2618438
##  [793,] 1.377613050 1.74692619 0.5564271
##  [794,] 1.009390774 1.61641102 1.2092344
##  [795,] 0.419974778 0.89034288 0.7489564
##  [796,] 0.516911625 1.78245319 0.9393497
##  [797,] 0.556266904 0.86712235 0.3504655
##  [798,] 1.157978725 0.38793551 0.7391273
##  [799,] 0.594275951 0.05565057 0.6030966
##  [800,] 0.142286239 0.49062262 1.5564004
##  [801,] 0.602936450 0.79957069 1.4867368
##  [802,] 0.827348296 0.32087650 0.4548659
##  [803,] 0.999113586 1.70580278 0.8814777
##  [804,] 0.598989373 0.72453786 0.4873032
##  [805,] 2.185925015 1.22787724 1.5564102
##  [806,] 0.446804390 0.41671752 1.1176121
##  [807,] 2.552635596 0.69375405 0.9984173
##  [808,] 0.801896104 1.34141399 0.7052992
##  [809,] 0.780717052 0.86786251 0.8898719
##  [810,] 0.848153239 0.92927186 1.0981249
##  [811,] 0.921583013 0.65552150 0.8722888
##  [812,] 0.007728393 1.76880605 0.8510267
##  [813,] 0.115840205 1.03104922 1.8082934
##  [814,] 1.122444366 2.19613580 1.2560580
##  [815,] 1.788016253 0.34959294 0.6193500
##  [816,] 1.829569348 0.34544796 1.3361758
##  [817,] 0.138555606 0.22478827 0.9259753
##  [818,] 0.220333979 1.06844847 1.1460362
##  [819,] 3.326688844 0.51540823 0.8912265
##  [820,] 0.645265315 0.94260889 0.4536579
##  [821,] 0.806093352 0.69074901 0.9421134
##  [822,] 0.609224641 0.48280327 1.1797504
##  [823,] 0.958379113 1.82483577 1.0043613
##  [824,] 0.533856655 2.06164391 1.9094981
##  [825,] 1.591137805 0.77518511 0.7294218
##  [826,] 1.161810046 0.83444374 1.0026544
##  [827,] 0.300713784 1.68799193 1.4863604
##  [828,] 1.812259408 0.13727373 1.0836288
##  [829,] 0.753516510 0.52016860 1.1451589
##  [830,] 0.056939244 1.53884243 0.8936345
##  [831,] 0.080652014 0.62296169 0.7933433
##  [832,] 1.033527342 0.88221847 0.6980212
##  [833,] 0.882127685 0.94519370 1.2595637
##  [834,] 2.701148445 1.15008787 1.2687092
##  [835,] 0.951351210 0.46307016 0.5914666
##  [836,] 0.580674555 0.61705106 1.2195258
##  [837,] 0.588921680 0.53923487 0.6313001
##  [838,] 2.137762645 0.64626891 1.5750474
##  [839,] 0.350555243 0.96008562 0.6512471
##  [840,] 1.275495558 0.76689781 1.0413061
##  [841,] 2.030064429 0.67555796 1.2385283
##  [842,] 1.919406404 0.70367906 0.6918331
##  [843,] 0.598883930 3.12610810 1.3182164
##  [844,] 0.958072872 3.88761232 0.3060838
##  [845,] 1.072983695 1.18433475 1.1410484
##  [846,] 0.544273412 0.69053344 1.0180706
##  [847,] 1.032480410 1.27762052 0.7541231
##  [848,] 0.228942863 1.26668571 1.0302162
##  [849,] 1.284644423 0.82600336 0.6590927
##  [850,] 1.910016469 0.68451577 0.9420512
##  [851,] 1.178736730 0.51215905 1.3868564
##  [852,] 0.874595315 0.52999188 1.0725317
##  [853,] 1.341549092 0.48825240 0.9889296
##  [854,] 0.611428619 0.66534027 0.2972998
##  [855,] 1.055895238 1.42100068 0.6817380
##  [856,] 0.805641566 0.23703347 0.4935702
##  [857,] 0.283433069 1.12366412 0.6885687
##  [858,] 1.236919622 0.85592407 1.1601060
##  [859,] 0.103570642 0.43469973 0.8335572
##  [860,] 0.367829009 2.38775615 0.4294402
##  [861,] 0.284007030 1.18634496 0.9740578
##  [862,] 1.676718660 1.12955290 2.9069320
##  [863,] 0.298243891 0.35568099 0.9632544
##  [864,] 1.498008679 1.25580213 1.0305678
##  [865,] 1.683700711 0.67604932 1.1269078
##  [866,] 0.228123724 2.49716913 0.6165997
##  [867,] 0.803840953 0.26028642 1.1709250
##  [868,] 0.409685818 0.19138903 1.5087078
##  [869,] 1.251671710 0.61854680 0.8212989
##  [870,] 0.298707198 2.69245776 0.9852910
##  [871,] 1.056189067 0.44573009 0.9326322
##  [872,] 0.832914461 2.11412873 1.5438091
##  [873,] 1.050438934 0.24398862 0.9954804
##  [874,] 1.401734765 1.66642840 1.1324421
##  [875,] 3.358925427 1.67109341 0.7354351
##  [876,] 0.475730535 0.51038894 1.8403645
##  [877,] 0.923543273 0.18404857 0.9213986
##  [878,] 1.782601890 2.06452137 0.3178918
##  [879,] 0.353779665 0.46712685 1.0378566
##  [880,] 0.876567433 0.59230561 1.0213258
##  [881,] 0.434713299 0.50192950 1.8903684
##  [882,] 1.059218817 0.30774294 1.2446745
##  [883,] 1.395004892 0.36573707 0.9692054
##  [884,] 0.147554661 0.22242146 1.2182125
##  [885,] 1.390530903 1.28205100 1.2565268
##  [886,] 0.951628139 0.22861190 0.5111516
##  [887,] 0.965354872 0.82401126 1.4538835
##  [888,] 0.425518843 0.30553186 0.5157815
##  [889,] 1.857665630 0.90749122 1.5871403
##  [890,] 0.051147716 0.74079749 0.8750065
##  [891,] 2.975345318 1.04329704 1.6416981
##  [892,] 0.433874607 0.78725945 0.9812252
##  [893,] 1.863126645 0.87846527 1.3130422
##  [894,] 1.363597216 1.51125735 1.1851545
##  [895,] 2.413949817 0.16078418 0.7964018
##  [896,] 0.310429297 0.43647496 1.3164543
##  [897,] 2.162458419 2.38568493 0.6583685
##  [898,] 0.487463240 2.80513287 1.0101280
##  [899,] 0.654785306 1.48841395 1.6113668
##  [900,] 1.252616026 2.96357193 0.7414262
##  [901,] 0.302007156 0.62794573 0.5661583
##  [902,] 2.234226294 1.01350601 0.4939420
##  [903,] 0.814379295 0.19290521 0.8453292
##  [904,] 0.660062686 1.72214327 0.9263140
##  [905,] 0.447193381 2.47323440 1.5282358
##  [906,] 0.710250374 0.82138447 0.4664973
##  [907,] 0.719248741 0.98892054 0.2701185
##  [908,] 0.711419013 0.50142045 0.7877937
##  [909,] 1.781191976 0.33710195 0.9124276
##  [910,] 0.315577238 1.72372851 0.6310389
##  [911,] 0.328797331 2.63426983 1.5646250
##  [912,] 0.306533678 0.12493679 0.5144194
##  [913,] 1.180523876 0.69884822 0.8437342
##  [914,] 0.798499454 0.59099806 3.0166074
##  [915,] 0.285248700 1.10860951 0.9799903
##  [916,] 2.304654978 1.32229622 0.6480294
##  [917,] 1.389635259 2.68504324 0.9509221
##  [918,] 1.066332875 1.55626774 1.4549498
##  [919,] 0.867051813 1.57544989 0.5682884
##  [920,] 0.511296060 0.46682304 1.5772456
##  [921,] 0.017717103 1.65675965 0.5598714
##  [922,] 0.622670066 2.51712556 0.9978511
##  [923,] 0.656776352 1.26531161 1.2019864
##  [924,] 0.656735603 0.92054673 1.1676860
##  [925,] 0.769023968 0.33829998 0.5030797
##  [926,] 0.210967711 4.19343887 0.6289314
##  [927,] 1.287379075 1.72872752 1.0087787
##  [928,] 0.289750304 0.38322967 0.8843770
##  [929,] 0.272128695 0.42488764 0.4427199
##  [930,] 0.170449656 1.10631133 1.3140093
##  [931,] 0.213196429 2.10141775 0.6663616
##  [932,] 0.987269766 0.85933170 0.9341794
##  [933,] 1.011320035 1.56276356 0.6138181
##  [934,] 1.308502377 0.38035494 0.4587899
##  [935,] 0.122546059 0.68479080 1.2393462
##  [936,] 1.193936048 0.48204128 0.4254828
##  [937,] 0.756673831 0.87341194 0.4959296
##  [938,] 3.855921169 0.15252317 1.5599137
##  [939,] 0.116823339 1.02656342 0.7248357
##  [940,] 0.043824100 1.24879138 2.1545921
##  [941,] 0.515144852 1.90686869 1.9284046
##  [942,] 0.370183534 1.13964849 0.9863689
##  [943,] 0.759210619 0.69842821 1.4549077
##  [944,] 0.469146635 1.07521397 1.0991370
##  [945,] 0.915201707 2.26308621 0.9338073
##  [946,] 0.943140020 1.68701808 1.2575756
##  [947,] 1.047079040 0.09184218 0.7355517
##  [948,] 0.090981254 0.74713556 1.1696563
##  [949,] 0.551824310 0.86214007 1.5309713
##  [950,] 2.008111229 0.63441365 1.6296692
##  [951,] 0.101726479 1.14912461 2.4616501
##  [952,] 0.047297615 0.41220323 1.1423973
##  [953,] 0.372602138 0.71617625 1.2452941
##  [954,] 2.227563454 2.17395577 1.6137507
##  [955,] 0.320294894 1.02510050 0.9028337
##  [956,] 0.260197259 2.46742552 0.7752965
##  [957,] 0.578529151 0.54843329 1.4144023
##  [958,] 1.333311812 0.14769943 1.1302102
##  [959,] 0.315769578 1.99927966 1.0160989
##  [960,] 0.509167236 0.66436301 1.0927093
##  [961,] 0.050466437 0.29480215 0.7829176
##  [962,] 1.084336496 0.14766207 0.7972756
##  [963,] 2.644747965 1.84937365 0.4718168
##  [964,] 0.048345595 1.74255927 1.3752962
##  [965,] 1.711776217 0.95239564 1.1561403
##  [966,] 0.452816483 1.50828242 1.0713448
##  [967,] 3.793789746 2.24878784 0.5079130
##  [968,] 0.517313466 0.60407754 1.2142747
##  [969,] 0.474174228 1.01853756 0.7585221
##  [970,] 0.407432282 0.95308988 0.9801377
##  [971,] 0.630404915 2.18045103 0.9298038
##  [972,] 0.898883827 0.62694046 0.6627649
##  [973,] 0.557849037 0.72976846 1.4883464
##  [974,] 0.387398590 2.30981328 1.0171896
##  [975,] 2.545428239 1.64063483 0.8465742
##  [976,] 0.428073355 2.06162320 0.8679964
##  [977,] 0.121817544 0.29631335 0.8388696
##  [978,] 0.246086247 0.63215296 0.3650954
##  [979,] 1.587533124 0.18014636 0.1781555
##  [980,] 1.386317016 0.82930825 0.7436302
##  [981,] 1.460525015 1.48115219 0.9493835
##  [982,] 0.634978514 1.15990992 1.1232523
##  [983,] 0.233673529 1.34989819 2.0456508
##  [984,] 0.668870167 0.69701180 1.1583160
##  [985,] 1.499103304 0.40351403 0.7472998
##  [986,] 0.034891534 1.45392386 1.1029711
##  [987,] 0.450113443 1.03033917 0.9882357
##  [988,] 0.859682819 0.54210202 0.5926853
##  [989,] 0.202445141 0.39508290 0.9970382
##  [990,] 0.476001612 0.86288190 0.5210240
##  [991,] 0.373388860 0.33855512 0.8367337
##  [992,] 1.937842048 0.47618247 1.1673816
##  [993,] 1.114470316 0.72391047 0.4222663
##  [994,] 1.825922808 3.09557066 0.6946780
##  [995,] 0.813733972 1.69282628 0.7979396
##  [996,] 0.581386588 0.54396918 1.1899186
##  [997,] 1.386422169 0.33004594 1.9177103
##  [998,] 3.007845547 0.56217754 0.8145999
##  [999,] 1.890274248 0.84541700 1.0843328
## [1000,] 1.153837811 0.27783363 0.7209077
## 
## $bootSSE
##            [,1]
##    [1,] 4002142
##    [2,] 3855926
##    [3,] 3926829
##    [4,] 3831970
##    [5,] 4047286
##    [6,] 3954152
##    [7,] 3922346
##    [8,] 3841952
##    [9,] 4094870
##   [10,] 3874006
##   [11,] 3830666
##   [12,] 3971884
##   [13,] 4201046
##   [14,] 4026806
##   [15,] 4098565
##   [16,] 3585548
##   [17,] 3780098
##   [18,] 4123960
##   [19,] 3555912
##   [20,] 3942487
##   [21,] 3968521
##   [22,] 3819845
##   [23,] 3883372
##   [24,] 3795573
##   [25,] 3881674
##   [26,] 4115952
##   [27,] 4064110
##   [28,] 4143069
##   [29,] 3946790
##   [30,] 4118748
##   [31,] 4080005
##   [32,] 3992785
##   [33,] 3874400
##   [34,] 3938423
##   [35,] 4514260
##   [36,] 4324560
##   [37,] 3791276
##   [38,] 3956228
##   [39,] 4123166
##   [40,] 3917655
##   [41,] 4163691
##   [42,] 3893418
##   [43,] 4012757
##   [44,] 3819639
##   [45,] 4550080
##   [46,] 3733480
##   [47,] 3988649
##   [48,] 4026543
##   [49,] 3855226
##   [50,] 3924672
##   [51,] 3788778
##   [52,] 3744924
##   [53,] 4060127
##   [54,] 3282800
##   [55,] 4264450
##   [56,] 3916811
##   [57,] 4289286
##   [58,] 4107245
##   [59,] 4314341
##   [60,] 4008389
##   [61,] 3994382
##   [62,] 4005612
##   [63,] 3807391
##   [64,] 3746795
##   [65,] 4214292
##   [66,] 3907345
##   [67,] 3971907
##   [68,] 3722594
##   [69,] 3603852
##   [70,] 3762799
##   [71,] 3791633
##   [72,] 4125863
##   [73,] 4235948
##   [74,] 3889512
##   [75,] 3831346
##   [76,] 3947766
##   [77,] 3847258
##   [78,] 3852998
##   [79,] 4247001
##   [80,] 3879806
##   [81,] 4081623
##   [82,] 3672494
##   [83,] 4269574
##   [84,] 3947555
##   [85,] 3882842
##   [86,] 3840671
##   [87,] 3929819
##   [88,] 3956841
##   [89,] 4005996
##   [90,] 3951781
##   [91,] 3913165
##   [92,] 3976650
##   [93,] 3914737
##   [94,] 4020115
##   [95,] 3935610
##   [96,] 3898057
##   [97,] 3555556
##   [98,] 4219895
##   [99,] 3834997
##  [100,] 3902021
##  [101,] 3904766
##  [102,] 3708722
##  [103,] 4216928
##  [104,] 3971700
##  [105,] 3756401
##  [106,] 3807310
##  [107,] 4134701
##  [108,] 3764984
##  [109,] 3499903
##  [110,] 4256773
##  [111,] 3901128
##  [112,] 3818609
##  [113,] 4033119
##  [114,] 3898999
##  [115,] 3843353
##  [116,] 4219050
##  [117,] 3934009
##  [118,] 3820693
##  [119,] 4294752
##  [120,] 3731891
##  [121,] 3859859
##  [122,] 3866277
##  [123,] 3623455
##  [124,] 3807778
##  [125,] 3959130
##  [126,] 3898929
##  [127,] 3928020
##  [128,] 3785041
##  [129,] 3756760
##  [130,] 3913400
##  [131,] 4222375
##  [132,] 3806490
##  [133,] 4001458
##  [134,] 3933748
##  [135,] 3951644
##  [136,] 3980692
##  [137,] 3791257
##  [138,] 3972435
##  [139,] 4171979
##  [140,] 3814582
##  [141,] 4295854
##  [142,] 4500948
##  [143,] 3943710
##  [144,] 3580390
##  [145,] 4243921
##  [146,] 3806693
##  [147,] 3775908
##  [148,] 3924780
##  [149,] 4082480
##  [150,] 3992804
##  [151,] 4174667
##  [152,] 3965936
##  [153,] 3998940
##  [154,] 3814851
##  [155,] 3724855
##  [156,] 3806935
##  [157,] 4306658
##  [158,] 3817539
##  [159,] 4052899
##  [160,] 3862938
##  [161,] 3781876
##  [162,] 3752562
##  [163,] 3833978
##  [164,] 4126554
##  [165,] 4122770
##  [166,] 4085941
##  [167,] 4049901
##  [168,] 3770878
##  [169,] 3872929
##  [170,] 3874399
##  [171,] 4105011
##  [172,] 4248510
##  [173,] 3898839
##  [174,] 3837816
##  [175,] 3711756
##  [176,] 4168146
##  [177,] 4030966
##  [178,] 3861793
##  [179,] 3965716
##  [180,] 3539869
##  [181,] 3580578
##  [182,] 3829253
##  [183,] 4171889
##  [184,] 4300170
##  [185,] 3657461
##  [186,] 3745265
##  [187,] 4332274
##  [188,] 4041677
##  [189,] 3837911
##  [190,] 3850867
##  [191,] 3875974
##  [192,] 4002058
##  [193,] 3933427
##  [194,] 4205938
##  [195,] 3981200
##  [196,] 3867504
##  [197,] 3680319
##  [198,] 3871211
##  [199,] 3926310
##  [200,] 3779656
##  [201,] 4017647
##  [202,] 4435579
##  [203,] 3784939
##  [204,] 3985004
##  [205,] 4050755
##  [206,] 4029581
##  [207,] 4087968
##  [208,] 3863577
##  [209,] 3615787
##  [210,] 4211147
##  [211,] 4151923
##  [212,] 3991429
##  [213,] 3900119
##  [214,] 3578271
##  [215,] 4145344
##  [216,] 4543253
##  [217,] 3904202
##  [218,] 3639811
##  [219,] 4081253
##  [220,] 3952248
##  [221,] 3944296
##  [222,] 4055383
##  [223,] 3722091
##  [224,] 3974855
##  [225,] 3726688
##  [226,] 3812489
##  [227,] 3676114
##  [228,] 3798074
##  [229,] 3924953
##  [230,] 3856931
##  [231,] 3839142
##  [232,] 3892702
##  [233,] 3712502
##  [234,] 3812047
##  [235,] 4060273
##  [236,] 4077719
##  [237,] 3758736
##  [238,] 3711997
##  [239,] 4110321
##  [240,] 4103807
##  [241,] 3971147
##  [242,] 3695935
##  [243,] 3937872
##  [244,] 4100312
##  [245,] 3983704
##  [246,] 3754212
##  [247,] 4093867
##  [248,] 3912521
##  [249,] 3829452
##  [250,] 3845202
##  [251,] 3922243
##  [252,] 3685707
##  [253,] 3744124
##  [254,] 4067792
##  [255,] 4298283
##  [256,] 3951920
##  [257,] 4039640
##  [258,] 3679313
##  [259,] 3892433
##  [260,] 3705069
##  [261,] 3850989
##  [262,] 4010213
##  [263,] 4202864
##  [264,] 3900330
##  [265,] 3997800
##  [266,] 4244013
##  [267,] 4164963
##  [268,] 3792325
##  [269,] 4037444
##  [270,] 3694904
##  [271,] 3880155
##  [272,] 4090549
##  [273,] 4045732
##  [274,] 4131519
##  [275,] 3693108
##  [276,] 3668317
##  [277,] 3788981
##  [278,] 4010854
##  [279,] 3538785
##  [280,] 4149168
##  [281,] 4254295
##  [282,] 3915637
##  [283,] 4155118
##  [284,] 4026214
##  [285,] 3986654
##  [286,] 3683837
##  [287,] 3851717
##  [288,] 3810481
##  [289,] 4225936
##  [290,] 4101276
##  [291,] 4230793
##  [292,] 3985283
##  [293,] 4074332
##  [294,] 3501213
##  [295,] 4300429
##  [296,] 4093587
##  [297,] 3880467
##  [298,] 3846008
##  [299,] 3962063
##  [300,] 3908403
##  [301,] 3860544
##  [302,] 3974412
##  [303,] 3631318
##  [304,] 4040125
##  [305,] 3967915
##  [306,] 4003436
##  [307,] 3780449
##  [308,] 3877773
##  [309,] 4020398
##  [310,] 3720875
##  [311,] 4100853
##  [312,] 3987850
##  [313,] 3924995
##  [314,] 3688021
##  [315,] 3879250
##  [316,] 4085174
##  [317,] 4044842
##  [318,] 3882458
##  [319,] 3727853
##  [320,] 3818946
##  [321,] 3570908
##  [322,] 3720609
##  [323,] 3725934
##  [324,] 4019155
##  [325,] 4171276
##  [326,] 3785128
##  [327,] 4158877
##  [328,] 4199567
##  [329,] 4179975
##  [330,] 4203543
##  [331,] 4017203
##  [332,] 4113758
##  [333,] 3990185
##  [334,] 3905118
##  [335,] 3660505
##  [336,] 4311680
##  [337,] 4138221
##  [338,] 3894617
##  [339,] 4093646
##  [340,] 3734119
##  [341,] 4054370
##  [342,] 3810395
##  [343,] 3993247
##  [344,] 3963648
##  [345,] 3900033
##  [346,] 4058978
##  [347,] 3909152
##  [348,] 4099730
##  [349,] 4037444
##  [350,] 3909280
##  [351,] 3988118
##  [352,] 3924719
##  [353,] 3912511
##  [354,] 3446268
##  [355,] 3721531
##  [356,] 3903444
##  [357,] 4015762
##  [358,] 3873975
##  [359,] 3944474
##  [360,] 3772052
##  [361,] 4116436
##  [362,] 3958463
##  [363,] 4120362
##  [364,] 3947438
##  [365,] 3814410
##  [366,] 3641673
##  [367,] 3962756
##  [368,] 4006981
##  [369,] 4107584
##  [370,] 4069259
##  [371,] 3825184
##  [372,] 4088836
##  [373,] 4170454
##  [374,] 3882102
##  [375,] 3947950
##  [376,] 3401021
##  [377,] 3960230
##  [378,] 4016709
##  [379,] 3889015
##  [380,] 3782282
##  [381,] 3867328
##  [382,] 3886306
##  [383,] 3941204
##  [384,] 4060880
##  [385,] 3847479
##  [386,] 3868558
##  [387,] 3788875
##  [388,] 4139170
##  [389,] 3925695
##  [390,] 3470932
##  [391,] 3510677
##  [392,] 3730515
##  [393,] 3736955
##  [394,] 3842674
##  [395,] 3996171
##  [396,] 4416884
##  [397,] 3771714
##  [398,] 4228355
##  [399,] 3992129
##  [400,] 4360890
##  [401,] 3642384
##  [402,] 4107595
##  [403,] 3954588
##  [404,] 4050114
##  [405,] 3939471
##  [406,] 4017464
##  [407,] 4004366
##  [408,] 4189233
##  [409,] 3824888
##  [410,] 3846966
##  [411,] 4104948
##  [412,] 3958793
##  [413,] 3955861
##  [414,] 4103456
##  [415,] 4172019
##  [416,] 3986504
##  [417,] 3966751
##  [418,] 3950462
##  [419,] 3686647
##  [420,] 4035645
##  [421,] 3790385
##  [422,] 3875892
##  [423,] 3987591
##  [424,] 3969033
##  [425,] 3866111
##  [426,] 3419653
##  [427,] 4050285
##  [428,] 4020112
##  [429,] 3897920
##  [430,] 3787363
##  [431,] 4233750
##  [432,] 3946878
##  [433,] 3778453
##  [434,] 3925273
##  [435,] 3760493
##  [436,] 3934917
##  [437,] 4093239
##  [438,] 4132514
##  [439,] 3834173
##  [440,] 3755177
##  [441,] 3822605
##  [442,] 3730760
##  [443,] 3911704
##  [444,] 3957552
##  [445,] 4099103
##  [446,] 4050121
##  [447,] 4001889
##  [448,] 3761400
##  [449,] 3837475
##  [450,] 3799713
##  [451,] 3716292
##  [452,] 3865009
##  [453,] 3751495
##  [454,] 4440166
##  [455,] 3501655
##  [456,] 3845105
##  [457,] 4181696
##  [458,] 3894203
##  [459,] 4036660
##  [460,] 4083138
##  [461,] 3635142
##  [462,] 4160796
##  [463,] 3739834
##  [464,] 4067101
##  [465,] 4031484
##  [466,] 4017206
##  [467,] 4051682
##  [468,] 4061620
##  [469,] 3816163
##  [470,] 3899365
##  [471,] 4043372
##  [472,] 3730848
##  [473,] 3936094
##  [474,] 3781995
##  [475,] 3725037
##  [476,] 4079545
##  [477,] 3870670
##  [478,] 3892478
##  [479,] 3712141
##  [480,] 3688231
##  [481,] 3871778
##  [482,] 4102570
##  [483,] 4067359
##  [484,] 3989342
##  [485,] 3686537
##  [486,] 3628378
##  [487,] 4045761
##  [488,] 4255727
##  [489,] 3990113
##  [490,] 4071417
##  [491,] 4107818
##  [492,] 3987861
##  [493,] 3987431
##  [494,] 3499396
##  [495,] 3939771
##  [496,] 3723197
##  [497,] 4052002
##  [498,] 3958018
##  [499,] 3804419
##  [500,] 3766976
##  [501,] 3578077
##  [502,] 3889494
##  [503,] 3617511
##  [504,] 3950039
##  [505,] 3670550
##  [506,] 3785985
##  [507,] 3956830
##  [508,] 3678982
##  [509,] 3763885
##  [510,] 4012379
##  [511,] 3777420
##  [512,] 4344758
##  [513,] 3852164
##  [514,] 3961681
##  [515,] 4104340
##  [516,] 4180421
##  [517,] 3648520
##  [518,] 3678446
##  [519,] 4080981
##  [520,] 3819998
##  [521,] 3937703
##  [522,] 4075663
##  [523,] 4260782
##  [524,] 4152106
##  [525,] 3822624
##  [526,] 4016699
##  [527,] 4257761
##  [528,] 4091974
##  [529,] 3824198
##  [530,] 3899571
##  [531,] 3963963
##  [532,] 3892357
##  [533,] 4033589
##  [534,] 3642676
##  [535,] 4346156
##  [536,] 3676474
##  [537,] 4099367
##  [538,] 4329541
##  [539,] 4128684
##  [540,] 4008508
##  [541,] 3691208
##  [542,] 3833680
##  [543,] 4107852
##  [544,] 4062490
##  [545,] 3811816
##  [546,] 3976343
##  [547,] 3968666
##  [548,] 3575361
##  [549,] 3795341
##  [550,] 3731392
##  [551,] 3887370
##  [552,] 4105519
##  [553,] 4081077
##  [554,] 3888246
##  [555,] 3996304
##  [556,] 3797421
##  [557,] 3843104
##  [558,] 3960578
##  [559,] 4015995
##  [560,] 3712826
##  [561,] 3914475
##  [562,] 3814109
##  [563,] 3977100
##  [564,] 4093696
##  [565,] 3875340
##  [566,] 3871555
##  [567,] 3821496
##  [568,] 4080665
##  [569,] 3850782
##  [570,] 3902122
##  [571,] 4069389
##  [572,] 3764840
##  [573,] 3922951
##  [574,] 3892004
##  [575,] 3811261
##  [576,] 3819605
##  [577,] 4172960
##  [578,] 4146475
##  [579,] 4066407
##  [580,] 4035113
##  [581,] 3693073
##  [582,] 3799624
##  [583,] 4041675
##  [584,] 4227981
##  [585,] 3714850
##  [586,] 3694036
##  [587,] 3891107
##  [588,] 3914097
##  [589,] 3671358
##  [590,] 3854565
##  [591,] 3806085
##  [592,] 4158303
##  [593,] 3749210
##  [594,] 4064231
##  [595,] 3859924
##  [596,] 3821534
##  [597,] 4062596
##  [598,] 4195007
##  [599,] 3931205
##  [600,] 3734210
##  [601,] 4117933
##  [602,] 3989877
##  [603,] 3888288
##  [604,] 3684784
##  [605,] 4080722
##  [606,] 3724646
##  [607,] 3800948
##  [608,] 3940743
##  [609,] 3875791
##  [610,] 3548000
##  [611,] 3923466
##  [612,] 3965420
##  [613,] 3750659
##  [614,] 3879678
##  [615,] 4168335
##  [616,] 3778012
##  [617,] 4255314
##  [618,] 4265825
##  [619,] 3960697
##  [620,] 3714717
##  [621,] 3828825
##  [622,] 3918953
##  [623,] 3986439
##  [624,] 4039581
##  [625,] 4002131
##  [626,] 3957925
##  [627,] 3908468
##  [628,] 4071775
##  [629,] 3856910
##  [630,] 3825865
##  [631,] 4035384
##  [632,] 3762210
##  [633,] 3861244
##  [634,] 4152766
##  [635,] 4053277
##  [636,] 4017434
##  [637,] 4085442
##  [638,] 4045400
##  [639,] 3698843
##  [640,] 3964373
##  [641,] 3608540
##  [642,] 3780479
##  [643,] 4044758
##  [644,] 4134468
##  [645,] 3958198
##  [646,] 3824259
##  [647,] 3642417
##  [648,] 4068158
##  [649,] 3870661
##  [650,] 4040823
##  [651,] 3966904
##  [652,] 3828566
##  [653,] 4088552
##  [654,] 3908622
##  [655,] 4253550
##  [656,] 3924296
##  [657,] 3826795
##  [658,] 3805993
##  [659,] 3816298
##  [660,] 4128544
##  [661,] 3920848
##  [662,] 4007513
##  [663,] 3612620
##  [664,] 3652195
##  [665,] 3928442
##  [666,] 3940202
##  [667,] 4268906
##  [668,] 3561832
##  [669,] 3827454
##  [670,] 4399228
##  [671,] 4081065
##  [672,] 3949240
##  [673,] 4078460
##  [674,] 3930100
##  [675,] 3933697
##  [676,] 4009774
##  [677,] 3822642
##  [678,] 3776000
##  [679,] 4050475
##  [680,] 4159872
##  [681,] 4200069
##  [682,] 3750047
##  [683,] 3958115
##  [684,] 4016285
##  [685,] 3843038
##  [686,] 3795946
##  [687,] 3882134
##  [688,] 3852266
##  [689,] 3989607
##  [690,] 3835682
##  [691,] 3763129
##  [692,] 4024919
##  [693,] 3931936
##  [694,] 4196472
##  [695,] 4068830
##  [696,] 3833630
##  [697,] 4142253
##  [698,] 4377192
##  [699,] 4187921
##  [700,] 3969572
##  [701,] 3978567
##  [702,] 3856560
##  [703,] 3906118
##  [704,] 3984053
##  [705,] 3931480
##  [706,] 3725300
##  [707,] 4148325
##  [708,] 3953574
##  [709,] 4159318
##  [710,] 4091493
##  [711,] 3851849
##  [712,] 3699499
##  [713,] 4084637
##  [714,] 3822531
##  [715,] 3838488
##  [716,] 3968747
##  [717,] 3783366
##  [718,] 3878705
##  [719,] 3711335
##  [720,] 3949594
##  [721,] 4130748
##  [722,] 3898541
##  [723,] 4151187
##  [724,] 3875595
##  [725,] 3876968
##  [726,] 3824171
##  [727,] 3780865
##  [728,] 3873498
##  [729,] 3976655
##  [730,] 3918424
##  [731,] 3921479
##  [732,] 4198686
##  [733,] 3944021
##  [734,] 3952944
##  [735,] 4020231
##  [736,] 3793742
##  [737,] 4131618
##  [738,] 3781306
##  [739,] 4124816
##  [740,] 3639985
##  [741,] 3869864
##  [742,] 3557591
##  [743,] 3961804
##  [744,] 3693042
##  [745,] 3948021
##  [746,] 3783944
##  [747,] 4061457
##  [748,] 3988305
##  [749,] 3926905
##  [750,] 3744384
##  [751,] 4053303
##  [752,] 3674725
##  [753,] 4054419
##  [754,] 3918389
##  [755,] 3972730
##  [756,] 4418192
##  [757,] 4082811
##  [758,] 3733680
##  [759,] 4168024
##  [760,] 3968763
##  [761,] 3971924
##  [762,] 4199334
##  [763,] 3827033
##  [764,] 4068439
##  [765,] 3867729
##  [766,] 4008478
##  [767,] 3838331
##  [768,] 4361024
##  [769,] 4026895
##  [770,] 3940506
##  [771,] 3838213
##  [772,] 3826611
##  [773,] 4254999
##  [774,] 3740490
##  [775,] 3895172
##  [776,] 4052453
##  [777,] 3995462
##  [778,] 3957482
##  [779,] 3794298
##  [780,] 3827991
##  [781,] 3788042
##  [782,] 3920254
##  [783,] 3868626
##  [784,] 3920434
##  [785,] 4129391
##  [786,] 4049015
##  [787,] 4116342
##  [788,] 3813296
##  [789,] 3988237
##  [790,] 3668487
##  [791,] 4032596
##  [792,] 3982578
##  [793,] 4048690
##  [794,] 4115509
##  [795,] 4031340
##  [796,] 3690154
##  [797,] 4048992
##  [798,] 3877141
##  [799,] 4247289
##  [800,] 3738566
##  [801,] 4023969
##  [802,] 4004040
##  [803,] 4212978
##  [804,] 4194916
##  [805,] 4053938
##  [806,] 3856064
##  [807,] 3778110
##  [808,] 3862440
##  [809,] 3872256
##  [810,] 4215058
##  [811,] 3876294
##  [812,] 3830839
##  [813,] 4039665
##  [814,] 3918440
##  [815,] 4218767
##  [816,] 3826029
##  [817,] 3804448
##  [818,] 3897194
##  [819,] 3735456
##  [820,] 4265240
##  [821,] 3858294
##  [822,] 3834499
##  [823,] 4315338
##  [824,] 3794175
##  [825,] 3907734
##  [826,] 4207801
##  [827,] 3935384
##  [828,] 4246900
##  [829,] 3770055
##  [830,] 4192220
##  [831,] 3655753
##  [832,] 3750278
##  [833,] 3710547
##  [834,] 4069251
##  [835,] 3907524
##  [836,] 4036630
##  [837,] 4025063
##  [838,] 4023247
##  [839,] 3880419
##  [840,] 3794098
##  [841,] 3976421
##  [842,] 4312412
##  [843,] 3944458
##  [844,] 3878053
##  [845,] 4108980
##  [846,] 3889120
##  [847,] 4246767
##  [848,] 3595531
##  [849,] 4158961
##  [850,] 4123041
##  [851,] 3880392
##  [852,] 3785889
##  [853,] 3808129
##  [854,] 3844393
##  [855,] 3903026
##  [856,] 4067282
##  [857,] 4173776
##  [858,] 3901380
##  [859,] 3879269
##  [860,] 3982083
##  [861,] 4247773
##  [862,] 3940822
##  [863,] 3747548
##  [864,] 4273334
##  [865,] 3952339
##  [866,] 3951606
##  [867,] 3983976
##  [868,] 3949479
##  [869,] 3953295
##  [870,] 4149052
##  [871,] 4123856
##  [872,] 3748866
##  [873,] 4088854
##  [874,] 3972933
##  [875,] 3940727
##  [876,] 4314266
##  [877,] 3740930
##  [878,] 3628107
##  [879,] 3882025
##  [880,] 3834324
##  [881,] 3871564
##  [882,] 4133277
##  [883,] 4006204
##  [884,] 3664221
##  [885,] 3701038
##  [886,] 4140554
##  [887,] 4254568
##  [888,] 3778769
##  [889,] 3989102
##  [890,] 3825997
##  [891,] 4073009
##  [892,] 4108244
##  [893,] 4177960
##  [894,] 3708836
##  [895,] 3668662
##  [896,] 3908870
##  [897,] 3576317
##  [898,] 4223980
##  [899,] 4178337
##  [900,] 4169604
##  [901,] 4139459
##  [902,] 3979429
##  [903,] 4097518
##  [904,] 4030358
##  [905,] 4133844
##  [906,] 3971606
##  [907,] 4009140
##  [908,] 3772879
##  [909,] 4156305
##  [910,] 3924963
##  [911,] 3641976
##  [912,] 3835543
##  [913,] 3824558
##  [914,] 4004643
##  [915,] 3735462
##  [916,] 3907159
##  [917,] 3814561
##  [918,] 3625669
##  [919,] 3460616
##  [920,] 3752570
##  [921,] 3995206
##  [922,] 4059078
##  [923,] 4021434
##  [924,] 4162974
##  [925,] 3902301
##  [926,] 3896355
##  [927,] 3825643
##  [928,] 3718242
##  [929,] 3578457
##  [930,] 4167021
##  [931,] 4294059
##  [932,] 4037721
##  [933,] 3652301
##  [934,] 3933485
##  [935,] 4067072
##  [936,] 3682187
##  [937,] 4028920
##  [938,] 3833670
##  [939,] 3445490
##  [940,] 4048359
##  [941,] 3970522
##  [942,] 4031732
##  [943,] 3920010
##  [944,] 3537374
##  [945,] 4120360
##  [946,] 3886855
##  [947,] 3931392
##  [948,] 3850631
##  [949,] 3784656
##  [950,] 3616109
##  [951,] 4005542
##  [952,] 4674689
##  [953,] 4197462
##  [954,] 3742414
##  [955,] 3770571
##  [956,] 3972397
##  [957,] 3758711
##  [958,] 3757873
##  [959,] 4284211
##  [960,] 3875379
##  [961,] 3606654
##  [962,] 4216738
##  [963,] 3918037
##  [964,] 4129289
##  [965,] 3882573
##  [966,] 3413099
##  [967,] 3926684
##  [968,] 4073283
##  [969,] 3797501
##  [970,] 3732107
##  [971,] 3983074
##  [972,] 4073806
##  [973,] 3710998
##  [974,] 3924268
##  [975,] 4178591
##  [976,] 3937152
##  [977,] 3856696
##  [978,] 3866271
##  [979,] 3496438
##  [980,] 4018391
##  [981,] 3851445
##  [982,] 4359184
##  [983,] 4314803
##  [984,] 3838881
##  [985,] 3889262
##  [986,] 4013680
##  [987,] 3792536
##  [988,] 4217076
##  [989,] 3801657
##  [990,] 4043826
##  [991,] 4128785
##  [992,] 3984285
##  [993,] 4080224
##  [994,] 3637801
##  [995,] 3716348
##  [996,] 3801673
##  [997,] 3925006
##  [998,] 3908075
##  [999,] 4151308
## [1000,] 3777737
## 
## $bootSSTr
##                [,1]       [,2]      [,3]
##    [1,]  5014.93209 18119.2183 15634.531
##    [2,]  2658.44627  6185.5430  5387.786
##    [3,]  4621.90344  8384.0892 12278.036
##    [4,]  2598.33337  8285.7075  8896.587
##    [5,]  7942.75071  8107.9939 14336.895
##    [6,]  6421.36005  9218.9283 11656.612
##    [7,]  3505.79096  7905.1679 17358.429
##    [8,]  1845.54263 11809.8381 11920.649
##    [9,] 13927.37785  2452.5860 11241.148
##   [10,]   388.14347 10392.9493 22972.504
##   [11,]  3237.77323 30601.1276  6848.382
##   [12,]  2661.69034  3532.2527 17576.914
##   [13,]  3252.30205  3290.7935 27624.340
##   [14,]  3453.88329  9831.2224  8127.105
##   [15,]  6126.39386 16032.0607 23397.383
##   [16,]   528.44516  1383.5070 21289.206
##   [17,]  3333.11512  5166.0928 16675.178
##   [18,]  4911.06242  3305.0222  9533.101
##   [19,] 17681.84990  8306.0464  5698.375
##   [20,]  2826.85104  4263.0186 20320.283
##   [21,]  4483.32279  2314.8101 15011.770
##   [22,]  1419.70455  1787.6784 17667.190
##   [23,]  9454.11004  1166.3149 15762.349
##   [24,]  3604.43247  1925.1910 14547.692
##   [25,]  3108.35119  1005.0872  5982.815
##   [26,]  2518.46631  1802.1801 15554.363
##   [27,]  5835.42456  1312.4118 13299.019
##   [28,]  6405.42463 11585.5415 24903.570
##   [29,]  7587.90062  3691.8801 11409.011
##   [30,]  6609.10168  3085.1348 14618.850
##   [31,]  3720.75521 14456.5864 12553.611
##   [32,]  1293.66528  5049.0047 11917.814
##   [33,]  4540.72216  8184.5534 10299.140
##   [34,] 11459.27764  4451.2244  5353.938
##   [35,]  6579.38803  1627.1441  9922.771
##   [36,]  2922.36375 10339.3309 16429.090
##   [37,] 12507.48644 17323.5851 14341.640
##   [38,]  2853.09282  6077.6676 12621.854
##   [39,]  1705.72487   780.6791 33873.953
##   [40,] 11340.53371  3302.5046 14611.691
##   [41,]  2639.92229  7415.2175 10597.144
##   [42,]   282.52441  4472.3316 20172.468
##   [43,]  4630.98889  6056.7487 16164.676
##   [44,]  6252.61375  3561.8830 15586.803
##   [45,]  3690.90994  2082.1506 21275.185
##   [46,]  6030.45864  2922.7312  4732.035
##   [47,]   122.04683  3430.6997 15584.166
##   [48,]  1273.85888 10391.9479  9836.642
##   [49,]   154.80142  6557.4405 14080.420
##   [50,]  4296.29347  7704.1001  6506.751
##   [51,]  2626.13956  4835.0985  6783.030
##   [52,]  6365.20664  3744.7777 20859.776
##   [53,]  2347.32167  5340.1714 24671.660
##   [54,]  2026.31617  5072.1927 20216.110
##   [55,]  3601.15330  1795.8658  9712.990
##   [56,]   546.58199 10792.1723 19907.398
##   [57,]  3954.13252  6018.1148 26917.340
##   [58,] 18470.41769  7347.3018 10850.002
##   [59,]  3765.83356 10722.7580  8352.976
##   [60,]  1912.72584  7692.5972 18024.185
##   [61,]  1694.35763 10652.5578  5064.781
##   [62,]  3776.93923  5844.0293 11112.234
##   [63,]  8787.37927  3171.2250 25202.228
##   [64,]  3949.73811 18649.4736  7973.114
##   [65,]  3441.75965  4616.7499 20105.433
##   [66,]  6542.54648  6376.6142 10298.864
##   [67,] 14077.72038 11623.4363  9753.803
##   [68,]   273.92817  2426.2032  3963.546
##   [69,]  6941.03252  2080.3468 17300.637
##   [70,]  3416.92840  2551.4656 13963.796
##   [71,]  6205.76399  5592.2424 18836.054
##   [72,]  1737.99018  4718.1886 22163.741
##   [73,] 17066.67489  1790.8909 17787.230
##   [74,]  1931.36286  9301.0497  9462.795
##   [75,]  3294.69353  3270.6814 14291.012
##   [76,] 15549.70523  8854.0457 13609.309
##   [77,]  6469.59839  7925.0866 16498.049
##   [78,]  5480.81722  6153.2757 16894.840
##   [79,]  6953.74488  2161.9287  7941.684
##   [80,]  6176.84580  2515.2923 21473.227
##   [81,]  6250.57581  8523.1348 15429.916
##   [82,]  3088.06335  3290.9438  8620.559
##   [83,]  2069.36850  8274.2254 22078.305
##   [84,]  9983.07858  7308.3172 19566.851
##   [85,]  1818.44283  7391.2113 19811.206
##   [86,]  4894.36427  1978.7371  4938.828
##   [87,]  1450.01961 11529.0026 24805.293
##   [88,]  5307.34810  4926.2585 11324.149
##   [89,]  2367.28590  4780.1592 10790.856
##   [90,]  4535.52634  6040.6085 12051.640
##   [91,] 12938.75223   774.6476  9950.100
##   [92,]  2555.92546  3531.9027 17324.570
##   [93,]  1745.64919  4664.7071  7590.616
##   [94,]  1009.48135  7508.2169 15853.770
##   [95,] 11512.32581  5465.1757  5492.485
##   [96,]   883.94879   785.5701 20787.279
##   [97,]  2014.11556  5180.3465 13292.833
##   [98,]  1617.71033  6626.4884 15225.596
##   [99,]  2745.79523  1893.6255 24803.346
##  [100,]  1217.68092  1421.4237 17495.022
##  [101,]  2970.68775 10844.0774 10396.588
##  [102,] 10122.11006  4004.3014 12085.758
##  [103,]  7831.19846  3783.7917 39295.702
##  [104,]  5194.57860  1961.0075 15514.510
##  [105,]   815.89688  4541.8096  7897.198
##  [106,]  7244.41590  1865.9211 15074.620
##  [107,]  6074.45605 13015.2533 18058.410
##  [108,]  1987.50282  8212.3741 11498.196
##  [109,]  3309.84273  1434.9912 20931.030
##  [110,]  7181.36411  3541.7612 10756.839
##  [111,]  1650.60872  3624.2805  7859.590
##  [112,]  4396.64639  3217.7870 25726.966
##  [113,]  1585.30497  6111.2829  7346.983
##  [114,]  2784.11120  3638.7555 17214.273
##  [115,]  7682.47235   935.5592 12350.455
##  [116,]  1166.45696  5770.5477 16522.139
##  [117,]  1070.25678   451.0064 12081.292
##  [118,]  3060.25996  3624.1796 16675.380
##  [119,]  1885.22017  3616.4521 18478.672
##  [120,]  2010.58162  2743.7335 10435.307
##  [121,]  7785.63328  7959.6756  7511.110
##  [122,]  4338.05479  3325.6048 17791.120
##  [123,]   821.46571  5932.0407 11582.580
##  [124,]  6377.86131  7755.8489 26066.977
##  [125,] 12007.17401 14009.1192 16563.042
##  [126,]  2622.51755  1790.4608 13054.438
##  [127,]  5747.18641  5286.7183 16518.540
##  [128,]  1336.91637  3730.6454  7352.848
##  [129,]  1718.68096  5730.3233 10975.059
##  [130,]  3594.98728   397.1598 22119.343
##  [131,]  2321.28383  7871.3980 22487.167
##  [132,]  5911.32409  8147.6408 13992.240
##  [133,]  1879.33496  5635.5247 15065.938
##  [134,] 27449.81270  9085.9677 15073.638
##  [135,]  1433.89980  4381.1708 13790.955
##  [136,]  3749.03493  9436.3605  8839.000
##  [137,]  5174.00159  1039.2110 17369.591
##  [138,] 12775.11797  6142.0443 18945.809
##  [139,]  1741.14996  8603.4124 12435.727
##  [140,]  4970.70143  6756.4492 17198.903
##  [141,]  6496.59918 10727.9175 12240.486
##  [142,]   702.27522  2412.1463 16275.596
##  [143,]  4185.43283  9668.8105 18442.029
##  [144,] 10799.11530  1396.1273 12912.240
##  [145,] 14666.10478  2383.8765 30182.826
##  [146,] 29038.91492  4607.8157  7887.156
##  [147,]  2134.03536  3562.9310  9062.459
##  [148,]  1418.41985  6608.5766 24001.010
##  [149,]  3043.06665  2541.9066 29114.858
##  [150,]   635.87165  3127.2837 32236.290
##  [151,]  1887.18791  2652.5611 47827.285
##  [152,]  1200.38045  9108.7642 29149.495
##  [153,]  3971.96771  3616.3231 24023.000
##  [154,]  1846.90030  3580.2882 13258.312
##  [155,]  2027.29321  2111.2947 16903.252
##  [156,]  6140.81479  3787.1463 12190.566
##  [157,]  1740.90729  2731.8233  7166.906
##  [158,]  7015.95680 18647.7711 13121.320
##  [159,]  1302.76998  2105.7648 20403.751
##  [160,]  4964.36665  6464.7116 17887.078
##  [161,]  4711.86949 16883.3952 12282.496
##  [162,]  4956.28112  4368.5492  9495.870
##  [163,]  4853.37986 12894.9882 13267.752
##  [164,]  4751.82154  5192.0923 16134.810
##  [165,]  1200.48866  1996.8432 22510.284
##  [166,]  4578.81103  9986.1204 15398.295
##  [167,]  1933.79667  6921.0664 15394.614
##  [168,]  3583.71347  2182.7678 12600.322
##  [169,]  1039.33414  4257.9479 22358.289
##  [170,]  9060.13787  3508.6031  7780.551
##  [171,]  1347.95054  4378.9824  7413.271
##  [172,] 14885.46019  4382.9240  7655.727
##  [173,]  7455.87338 14569.1148 13157.024
##  [174,]  6880.60972  2781.3346  8448.545
##  [175,]  9165.04217  1256.6834 42168.569
##  [176,]  2522.84877  5595.5857  9059.697
##  [177,]  6790.39524  9353.4488 28010.718
##  [178,]  3230.31477  4356.9814 18968.459
##  [179,]  5540.13209   923.7761 14404.244
##  [180,]  2462.57069  6289.0420 18636.072
##  [181,]  1433.00140 11480.5066  9378.084
##  [182,]  5068.26073 11455.9944 13118.231
##  [183,]  3373.60566  6625.6000 11369.652
##  [184,]  2808.82040 13089.9817 24714.466
##  [185,] 10085.46114  1304.9896 14579.950
##  [186,]  3683.21477  6872.2093 10741.813
##  [187,]  3089.27030  3882.3562 10433.120
##  [188,]  2928.42304  2363.3280 21554.201
##  [189,]  2155.29461  7199.3785  8446.901
##  [190,]  3523.64625  5546.9051  7943.263
##  [191,]  8945.68501  9313.7906 17525.750
##  [192,]  8807.10273  2503.6359 31233.711
##  [193,]  2757.64839  3100.9771 25547.864
##  [194,]  8528.24121  4386.5662 13391.619
##  [195,]  8486.04121  2340.2550  8072.366
##  [196,]  2414.86770  2510.4673 27155.456
##  [197,]  3026.36450  3560.4394 15870.061
##  [198,]  1523.39328  4068.1921 25693.352
##  [199,]  1023.59574  9605.3410 15925.035
##  [200,]  4747.26011  4697.7519 26181.595
##  [201,] 10232.37708  6532.0635 15456.571
##  [202,]  2137.24464  9811.0603 13124.942
##  [203,]  3436.40375  4560.5112 27032.031
##  [204,]  3244.22149  5461.9353 10670.062
##  [205,] 17003.64951  3798.9026 18076.133
##  [206,]  3657.84288  3432.0422 18676.835
##  [207,]  2730.83021  6132.2817 16649.161
##  [208,] 10920.42461  5562.4893 12980.690
##  [209,]  2207.80419  4007.3554 10231.229
##  [210,]  3284.76076  4249.1609 15704.884
##  [211,]  1414.63320 11153.9797 15710.175
##  [212,]  2228.98986  9371.5327 38081.550
##  [213,]  6476.91608  2336.3062  9173.689
##  [214,]  3736.48674  4766.1070 10695.302
##  [215,]  3065.55924  1636.8802 10847.119
##  [216,]  5970.04400 13505.4767 16756.256
##  [217,]  8738.41464  4728.3741 16585.660
##  [218,]  6534.27406  2002.1573 15379.434
##  [219,]  1680.65874  9470.3991 22188.840
##  [220,]  7511.34583  8687.3385 10329.662
##  [221,]  5667.33432  3731.2184 14803.048
##  [222,]  1542.53484  5982.5238 14137.424
##  [223,]  6562.31514  4882.7947  7318.968
##  [224,]  9599.67851  1007.9764  9908.517
##  [225,]   412.46327  9173.9371  4060.104
##  [226,]  4263.03542  9604.4256  9353.413
##  [227,]  7357.70837  6308.9746 19917.904
##  [228,]  4787.27064  3300.5364 12038.149
##  [229,]  9849.38973  3398.9353 14431.252
##  [230,] 14628.96359 10836.7262 18433.193
##  [231,]  1313.57970  2181.7336 16359.349
##  [232,]  4129.49112  4352.2937 13432.287
##  [233,]  2711.45889 14103.5971 14811.540
##  [234,]  3586.26621  2006.0176  6737.656
##  [235,]  3939.45174  2086.1815 17113.393
##  [236,]  1658.44643  2992.8996  8849.211
##  [237,]  2853.58403 19863.2200 11301.332
##  [238,]   934.32288  3204.3302 26977.061
##  [239,]  1729.75683  3627.4579 20219.896
##  [240,]  5605.43842  3938.9557 17853.436
##  [241,]  8394.20981  3929.3914 25595.966
##  [242,]  3360.57231  7511.5977  6608.639
##  [243,]  8030.30578   500.1091 25271.963
##  [244,]   289.22683  4590.7691 23604.542
##  [245,]  2539.16349  2413.6422 18889.364
##  [246,]  5060.98025  5561.3261 12172.408
##  [247,]  1604.26685  4085.0072 20750.892
##  [248,] 11333.25430  7955.8508 10583.856
##  [249,]  1194.76992  2687.4762  8114.002
##  [250,]  9816.49888  2089.3437 25444.228
##  [251,]  1427.79800   830.9788 10431.789
##  [252,]  4998.23575  7028.0800 20545.597
##  [253,]  3084.74697  7133.2527 13832.468
##  [254,]  5087.83876  4556.4278 16127.472
##  [255,]  2384.86575  2842.7859 18446.982
##  [256,]  8203.61040  3809.5050 12195.532
##  [257,]  4693.24563  1665.6101 11679.240
##  [258,]  5806.49576  7903.0006 14708.383
##  [259,] 12523.39210  2638.5360 11847.847
##  [260,]  1044.07675  9876.8939 19883.638
##  [261,] 10981.85684   618.4536 17026.137
##  [262,] 10524.62465  2931.7905  9974.356
##  [263,]  8785.86719  3817.0051 20453.472
##  [264,]  1283.56252  4682.1000 24317.888
##  [265,]  6089.21722  4520.2271 12589.334
##  [266,]  3912.05073  2687.0625  7811.721
##  [267,]  5755.47928  5772.0873 10474.911
##  [268,]  1295.66082  4190.1717 27958.815
##  [269,] 11996.81212  4346.5885 12433.827
##  [270,]  1984.83955  1334.9141 19239.429
##  [271,]   393.04381   897.5029 17520.345
##  [272,]  7197.72422  9753.5468 23048.703
##  [273,]  3795.08827  8649.7380 16161.531
##  [274,]  3028.33571 13374.6185 13030.107
##  [275,]  5351.87713   971.0888 22419.684
##  [276,]  4954.66765 10862.4496 20037.981
##  [277,]  1034.05123  2963.2614 29991.677
##  [278,]  6296.98335  6617.1960 16972.959
##  [279,]   950.60741  2642.3569 11738.556
##  [280,]  2004.88195   856.3348 14066.394
##  [281,]  2548.87537  6459.4879 25045.513
##  [282,]  5495.68558  4319.2942  7538.935
##  [283,]  4925.94080  5569.9222 37454.067
##  [284,]  2952.11240  1397.1125 10441.701
##  [285,] 10215.82412   642.1146 16359.397
##  [286,]  3446.35043  4104.0227  6097.226
##  [287,]  5723.49385 10604.3699  4566.466
##  [288,]   190.28036  5604.4510  4168.785
##  [289,]  2641.94074  7913.2695 12247.373
##  [290,] 10788.76534  3649.1024 21642.277
##  [291,]  1565.35861  4307.5146 22627.683
##  [292,]  5777.76097  3713.1215  7142.514
##  [293,]  7591.67669  3200.9172 12461.020
##  [294,]  3934.27115  3475.3561 22802.205
##  [295,]  2584.99626  1220.8907 12536.338
##  [296,]  2115.75672  2695.2969 27347.065
##  [297,]  7621.90038  3990.3918  7392.950
##  [298,]  5349.97354  3136.6712 15000.847
##  [299,]  7360.12996   797.6838 11349.983
##  [300,] 31851.91262  4447.0785  6341.422
##  [301,] 19783.19327 10709.0394 12848.007
##  [302,]  4667.77260  3266.6973 20293.141
##  [303,]  1197.70947 12904.3328 12421.000
##  [304,]  7914.47037  4187.5504 15756.618
##  [305,]  2314.26689 15713.9770 12751.480
##  [306,]  3474.74299  3573.7537 13877.943
##  [307,]   273.07595  4917.2274 15052.396
##  [308,] 17548.15276   334.7891 12247.802
##  [309,]  1843.54343  2293.9638 13519.791
##  [310,]  6209.51911  3405.7082  5349.217
##  [311,]  6401.66782  1068.1293 10460.912
##  [312,]  2860.48588  1025.1315 10739.626
##  [313,]  6380.72210  3244.5382  9903.003
##  [314,]  2256.98149  6030.7434  7845.944
##  [315,] 17387.56276 16435.8141  8922.177
##  [316,]  6571.36359  2481.1037 15112.291
##  [317,]  2327.52948  4012.9709 12824.781
##  [318,]  2207.29881 16121.1472 13289.176
##  [319,]  1077.79463  8042.5646 12772.237
##  [320,] 14066.47491  2408.5834 10070.042
##  [321,]  1039.30077  1765.6501  8927.996
##  [322,]  2500.68884  2334.9004  9671.049
##  [323,]  4709.88560 13941.9159 14994.248
##  [324,]   676.36697  3895.0999 14468.766
##  [325,]    18.90870  2572.3704 23015.784
##  [326,]  2599.92800  3199.5113  7499.570
##  [327,]  2071.76097  2746.7634 11151.503
##  [328,] 11489.99623  4247.2355 22734.556
##  [329,]  3538.03477  6496.1753 18271.673
##  [330,]  7895.10468 12820.7164 15900.563
##  [331,]  1545.21820  9500.5628 12900.718
##  [332,]  8271.57193  5379.3557 17521.114
##  [333,]  4658.12951  3526.0986  8513.159
##  [334,]  2392.69871  7893.1897 13365.536
##  [335,]  3888.48251  4079.6035 20124.545
##  [336,]  2238.81611  3996.6138 13633.659
##  [337,]  1646.62530 10018.5102 12786.604
##  [338,]  5197.36442  4927.4992  8490.607
##  [339,] 12824.58505  8834.0345 11171.345
##  [340,]   264.88449  2227.4857 11884.596
##  [341,]  5119.72238  2213.9686 11098.495
##  [342,]  7727.15123  3674.5218  9379.877
##  [343,]  1149.88278  4598.4610 12002.132
##  [344,]  7725.40108  8196.7448 12450.579
##  [345,]   222.64193  6737.0223 15472.636
##  [346,]  7901.39565  5252.9174  8430.058
##  [347,]  7362.57921  3798.1043 10627.724
##  [348,]  5122.17514  6024.8071  8978.680
##  [349,]  1365.60555  5863.1396 22692.854
##  [350,]  6727.80960 10888.5023 18045.664
##  [351,]  2917.90005  3422.7901  4201.177
##  [352,]  6292.03561  2739.9651 18463.755
##  [353,]  9189.00286  4052.0767 15354.346
##  [354,]  5989.61330   666.3744 18118.308
##  [355,]  5952.95996  9816.7495 20147.554
##  [356,] 14140.49254  9558.8153 16529.614
##  [357,]  4252.65651  5921.7760  9847.089
##  [358,] 13275.46236  1012.8492 21896.096
##  [359,]   762.01270  5524.3912 19548.318
##  [360,]  1061.48213   604.5919 18014.831
##  [361,]   251.12034  1719.6643  6835.044
##  [362,]   881.28880  7168.9278 19990.980
##  [363,]  9548.32357  3108.1252  7581.887
##  [364,]  1904.90504  5565.0392 23258.963
##  [365,]  7612.92871  1588.3735  7886.328
##  [366,] 10650.05164  9539.1035 11430.547
##  [367,]   752.20455  6631.5143  3290.838
##  [368,]  6038.95974  8430.4784 18752.288
##  [369,]  8380.19863  4030.7054 19824.960
##  [370,] 12729.39061  2513.9226  9731.706
##  [371,]  8487.89040  3065.6370 21789.792
##  [372,]  4065.54080 11211.7894  9803.973
##  [373,] 10931.45325  4784.4394  9086.683
##  [374,]  2722.79777  2230.2156 12938.366
##  [375,]  1736.17477 13251.4465 20380.306
##  [376,]  2893.50607  9144.9157 10889.746
##  [377,]  5472.95050  2240.4888 19965.079
##  [378,] 11372.24587  5298.5863 10799.641
##  [379,]  9373.04076  4846.8385  9833.754
##  [380,]  2834.22066  2423.9902 14173.665
##  [381,]  2642.90436  4048.9841 10722.343
##  [382,]  8592.72048   907.1504 13985.519
##  [383,]  7837.61589 12593.1730  7563.293
##  [384,]  1114.80740 11442.7258 24403.150
##  [385,]  1163.37233  3766.1417 15912.607
##  [386,]  3888.71330  6818.0204 14915.183
##  [387,] 11432.89671  4609.1429  5222.611
##  [388,]  1822.16461  3301.6402  6499.180
##  [389,]  7237.76736  5937.0432  5325.881
##  [390,]  3238.43385  7860.5887 13963.360
##  [391,]  7618.53620  6858.8232 12297.468
##  [392,]  7369.70525  5348.2982 13397.292
##  [393,]  1104.49259  4792.1234 10513.059
##  [394,]  6321.71322 21707.5505 11424.850
##  [395,]  1398.60663  2228.9329 23983.765
##  [396,]   509.78601  6653.0928 18510.287
##  [397,]  3993.96942 12119.7643 15563.167
##  [398,]  3413.05028 14775.1417 12881.032
##  [399,] 11785.42664  9930.8872  9940.019
##  [400,]  2475.47751  3369.0278 11413.687
##  [401,]  6236.56376  8248.2362  7311.193
##  [402,]  3304.32341  7208.6599 14866.179
##  [403,]   273.75435  5473.9314  7327.176
##  [404,]   675.53139  9106.2913 20429.214
##  [405,]  5902.87497  1447.7439  8807.541
##  [406,]  5374.30068  6120.7822  6675.765
##  [407,]   909.22009  3423.9176 32559.232
##  [408,]  3301.68285  7723.2050 21741.128
##  [409,]  5181.58651  6491.4753 11165.207
##  [410,]  4372.79575  5028.9432 18024.183
##  [411,]  2294.70996  2102.3793 32936.484
##  [412,]   833.05242  1851.3386 11465.870
##  [413,] 14212.87531  3946.2271 33920.953
##  [414,]  3360.97751  2233.5503  8187.695
##  [415,]  2701.83886  2906.6816 16062.719
##  [416,]  3325.45519  4488.6289  6932.313
##  [417,]  3133.84806  5599.2865 16725.945
##  [418,]   530.23990  9162.3836 23184.872
##  [419,]  1073.54610  7296.9562 11750.098
##  [420,]  2337.83847  4854.8542  8067.258
##  [421,] 14104.54667  2396.5596 17713.156
##  [422,]  6437.44383 10464.2353 17433.340
##  [423,]  1779.02924  2490.4235 13536.475
##  [424,]  4688.83605  6400.5293 17028.203
##  [425,]  9533.83444 20883.9866 19769.669
##  [426,]  3168.38826   103.6453  7595.261
##  [427,]   468.20372  3639.6608 13404.179
##  [428,]  4966.17449  4462.7054 34027.947
##  [429,]  3413.23357  3295.8151 15913.122
##  [430,]  2500.33447  7450.4446 12715.568
##  [431,]  6155.98197 11485.8770 20632.269
##  [432,] 19418.18453 18372.4814 20699.522
##  [433,]   714.91531   816.0066 14986.770
##  [434,]    95.12104 12206.3075 12139.385
##  [435,]  8097.50612   814.0671 16127.188
##  [436,]  3089.71217  6123.3745 14152.639
##  [437,]  4251.53662  4079.8239 16513.281
##  [438,]  4402.88052  4532.5011 17075.073
##  [439,]  9533.00277  3878.9289 29476.422
##  [440,]  1819.64914  1822.3785 27839.309
##  [441,] 11748.47234  4269.4681 24746.150
##  [442,]  7227.58899   639.9398 17399.247
##  [443,]  7964.01776  1651.4902 20697.494
##  [444,]  3199.30932  3808.1847 12832.553
##  [445,]  1656.95620  2545.7369 20837.597
##  [446,]  1299.31289 12941.5060 21200.752
##  [447,]  4703.50519  2528.5225  8003.558
##  [448,]  3991.45175  2471.1097  9729.600
##  [449,]  9863.14879   611.5980 13050.994
##  [450,]  3792.88062  6433.3286  8730.292
##  [451,] 12762.09422  5958.5511 13225.154
##  [452,]  3071.89514  4395.6544 16117.154
##  [453,]  1143.68250  1639.9586 18210.663
##  [454,]  4885.21944  1409.6364 17325.939
##  [455,]  5343.05190  5028.9015 11146.013
##  [456,]  4180.55665  3447.4909 37228.094
##  [457,]  6042.66092  2392.6775 23324.933
##  [458,]  5273.04475  5736.7506 12865.894
##  [459,] 14043.58285  2469.8373  6613.431
##  [460,]   264.17378 11610.8786 10114.192
##  [461,]  2230.35484  5973.4189  3411.084
##  [462,]   549.46533  3133.3440 20795.182
##  [463,]  4384.30405  2254.1190 10828.130
##  [464,] 11198.36650  7957.8594 15877.346
##  [465,]  6947.35231  2039.9237 15902.378
##  [466,]  5244.64744  1473.9587 10651.949
##  [467,]   208.10643 14298.1917  8273.223
##  [468,]  5077.09447  4038.4398 15445.443
##  [469,]  3616.71256  1413.1169 17028.389
##  [470,]  6889.99799  1687.6431 16193.132
##  [471,]  2831.59509  6713.4800 11336.317
##  [472,]  6443.76903  1861.0766 17772.202
##  [473,]  2188.89182  5680.1490 15641.535
##  [474,]  3957.01255  5551.2736 16679.174
##  [475,]  7585.40289  4810.7672 29996.394
##  [476,]  8075.37530 11065.4140  8879.776
##  [477,]  3701.48459  4195.0544 21959.075
##  [478,]  2039.16885  6024.5835  9241.297
##  [479,]  3609.17680  9233.1774 13571.949
##  [480,]  5846.08781  3685.5189 10443.195
##  [481,]  8199.93721 11802.1783 18277.571
##  [482,]  7371.48247  4647.8920 15253.479
##  [483,]  3052.58511  3095.2761 14549.868
##  [484,]  6715.55247  8860.6567  9046.213
##  [485,]  7988.08386  6080.5611 25098.057
##  [486,]  4926.97823  3890.8678 24880.710
##  [487,]  5482.87309  1605.0492 12143.514
##  [488,]  9612.94202  5430.4300 16240.422
##  [489,]  4357.10210  4713.8811 11083.890
##  [490,] 18609.25194  7124.2661 25593.063
##  [491,]  1762.88143  2715.1218 21811.368
##  [492,] 24300.96151  7116.5634  7397.101
##  [493,]  1785.14385 14602.3197 11677.735
##  [494,]  8827.39666 10394.0025 15675.714
##  [495,]   328.60697  5143.7416 14218.866
##  [496,]  1248.47669  5387.8592 11300.952
##  [497,]  2989.40131  2146.6137  8185.353
##  [498,]  5196.68390  1562.3943 14771.219
##  [499,]  3185.20239  5974.6265  8355.551
##  [500,]  1763.96849  2719.8016 24822.825
##  [501,]  4489.73248  3617.0315  9176.066
##  [502,]  4364.38014  4157.7532 30622.448
##  [503,]  4021.34338   778.0018 14136.060
##  [504,] 14007.09766  2829.1684 16725.730
##  [505,]  5392.20983  4341.9212 22209.856
##  [506,]  3937.67794  6433.3663 22997.101
##  [507,]  9114.25132  4329.2159 25641.701
##  [508,]  1976.06216  5134.4710 10285.043
##  [509,]  3925.25051  6007.8715  9441.873
##  [510,]  8512.45334 13747.0891 21708.853
##  [511,]  6966.26872  8814.8968 22152.528
##  [512,]  7879.10251  8437.7276 13787.575
##  [513,]  3396.94017  3239.7510 14373.518
##  [514,]  5428.75369  5028.4661  7361.521
##  [515,]   505.51680  5087.2295 12652.828
##  [516,]  4965.01571  1743.4584 17999.440
##  [517,]  1926.57441  6998.7853 15856.682
##  [518,]  4165.69175  7903.9120 10347.660
##  [519,]  3544.42011  7275.6864 16202.222
##  [520,]  4950.86585  6761.6194 19912.844
##  [521,]  9993.73987  9397.8835 10944.267
##  [522,]  4964.80671   242.8703  6477.790
##  [523,]  1443.57661  2047.1784 14248.461
##  [524,]  2334.80730 12871.5089 25917.703
##  [525,]  3987.33045  3144.6015 27922.993
##  [526,] 16598.42907  5605.2020  9461.119
##  [527,]  1578.64825  4269.5987 20572.473
##  [528,] 10108.05100  2192.4404 12743.490
##  [529,]  6756.49402  1427.2340 34637.932
##  [530,]  5245.00473  5129.7900 20683.666
##  [531,]   721.50737  4516.9536  7920.019
##  [532,] 19294.16957  7741.3673 15216.297
##  [533,]  1883.37997   195.3462 10023.850
##  [534,]  3150.69973  2262.4974 13877.873
##  [535,]  1701.39951  3032.4178  8414.060
##  [536,]  1388.97712  4545.1971 27438.481
##  [537,]  1257.53327  5307.2939 32667.213
##  [538,]  4071.30793  9316.9181 12485.940
##  [539,]  4308.40251 13970.9449  9120.893
##  [540,]  2679.56049  7507.2121 17904.790
##  [541,]  2653.99204  4500.5098 10220.838
##  [542,] 14287.03260 11117.4717 21827.301
##  [543,]  3268.73527  5185.8126 28528.961
##  [544,]  4661.28098  8731.6004 17927.817
##  [545,]  1302.40087  5500.3744 12282.073
##  [546,]  3369.03249  2830.5602 16016.578
##  [547,]  2637.38309  7151.0812 13698.029
##  [548,] 15416.00411  4568.5723 26349.962
##  [549,]  5218.67208  2756.4264 41147.377
##  [550,]  5530.04587 13257.3749  8669.867
##  [551,]  9355.78419  1506.0414 13307.525
##  [552,]   550.02431 13589.2369 10186.271
##  [553,] 15079.92379  2529.5146 17158.279
##  [554,]  3793.46727  3238.4313  6350.368
##  [555,]  5974.48601  3309.7234 14542.840
##  [556,]  1531.75976  6248.8525 25610.648
##  [557,]  4987.84696 13884.2920 20551.229
##  [558,]  4223.26996  5561.8502  8485.231
##  [559,]  1090.56786  7346.7673 12110.643
##  [560,]  8698.29770  2648.0721 13342.831
##  [561,]  4598.25764  7021.1282 15449.483
##  [562,]  8851.65789  2804.9375 10009.499
##  [563,]  2355.25622 10324.6466 19798.252
##  [564,]  2525.32208  1259.2841  8834.417
##  [565,]  3020.17315  1841.9612 11257.082
##  [566,]  2135.42508   271.1810 17140.330
##  [567,]  2712.73268  6350.4720 12185.144
##  [568,]  3483.29928  6965.4029 16575.585
##  [569,] 15439.41065  4180.2943  9414.104
##  [570,] 12090.87680 15286.1380 30628.576
##  [571,]  1252.41598 11371.7290 10724.056
##  [572,]  1737.22236 14119.8667  8972.040
##  [573,]  3236.58397  4620.0568 18514.470
##  [574,]  4134.28802  9528.1500  6637.974
##  [575,]  1639.55547  2775.1046 14920.013
##  [576,]  4413.00817  3972.8758 26181.742
##  [577,]  6564.75877  6531.6652  8993.805
##  [578,]   441.16605  9431.6775 14507.458
##  [579,]  4522.00414  2424.1260 11205.679
##  [580,]  6430.05859 20189.3190 10880.220
##  [581,]  4761.98635  7066.1329 15346.105
##  [582,]  3538.76030  2038.6989 17821.762
##  [583,]  4537.93819  1609.9820 14574.251
##  [584,]  3318.33101  9147.2759 30900.177
##  [585,]  5960.82797  3358.4079  5907.157
##  [586,]  7063.46601  7933.8463 13096.963
##  [587,] 10069.65953  5348.4006 19329.545
##  [588,] 15308.58179  1265.9385 31064.078
##  [589,]  4415.71694  2143.9075 21088.875
##  [590,]  6915.45554  1708.9318 21282.132
##  [591,]  1012.55448  3900.9040 14244.384
##  [592,]  6422.68415  1297.9759 13593.639
##  [593,]  2584.67137  4677.3971 15784.673
##  [594,]  2570.39416 10041.7422 11954.081
##  [595,]  8299.03886  4083.5470 13318.294
##  [596,]  2031.48953  2573.1462  7256.153
##  [597,]  1216.87187  9109.1653 21939.253
##  [598,]  2568.73366  4285.8975 22334.273
##  [599,]  2036.62397  3763.3687 18430.120
##  [600,] 15820.50454  3254.2338 10365.860
##  [601,] 15707.03196  2511.7125  5445.786
##  [602,]  3838.01636  2033.2639  7523.763
##  [603,]  2130.08027  2971.3241 11330.047
##  [604,]  4678.29194  8467.0717 16107.505
##  [605,]  1761.32233  1518.9397  6131.599
##  [606,]  3695.63112  3287.2466  7356.858
##  [607,]  5246.94659 10398.2571 24824.543
##  [608,]  2988.01906  1791.0620 22284.672
##  [609,]  9021.85345  3724.4784  8901.583
##  [610,]  2138.04318  1939.5370 13629.075
##  [611,]  6528.89672  6477.3751 14389.350
##  [612,] 12281.91744   211.8339 14867.915
##  [613,]  3808.15409  3245.8330 12021.905
##  [614,]  3319.29549  4858.7093 20560.143
##  [615,]  4960.99746  7908.5965  3553.801
##  [616,] 12272.65133  4042.9348  8906.854
##  [617,] 11943.53324  2880.8555 24608.309
##  [618,]  6778.96559  4090.8981  4190.298
##  [619,]  3061.89549  5144.1894 13086.386
##  [620,]  7282.35264  4405.5249 20825.155
##  [621,]  2025.57307  3390.0961  8455.301
##  [622,]  1817.92354  3397.8073 15984.321
##  [623,] 12322.31119  2146.7735  9915.735
##  [624,] 23320.56761  5219.6091 28923.231
##  [625,]  5713.73495  4112.4028  8961.719
##  [626,]  4263.47158   233.4049 10992.670
##  [627,]  1860.87575 12207.3507 22540.700
##  [628,]  2048.51140   607.9365 20483.270
##  [629,] 15660.23311  2569.6318  9609.858
##  [630,]  6612.53811 10395.9576  7736.054
##  [631,]  2621.34422 12305.2266 19256.781
##  [632,]  1966.05113 11058.1854  8378.294
##  [633,]  2388.29552  5637.5714 15464.288
##  [634,]  7043.82194  2281.4305 12894.054
##  [635,]  6681.24097  2470.0139  9944.584
##  [636,]  1381.40009  2313.2274  8899.735
##  [637,] 11553.94061  3863.3231 12775.894
##  [638,] 10759.37269  3020.0527 14383.007
##  [639,]  7652.11087  1703.9163 11516.115
##  [640,]  5630.69241  5551.8019 20132.344
##  [641,]  9949.11117  3072.2758 11750.227
##  [642,]  3929.32436  2717.2652 11715.412
##  [643,]  4484.53366   945.3719 28063.767
##  [644,]  8536.78923  3490.6212 11325.828
##  [645,]  1106.80967  3578.9456  4555.481
##  [646,]  3370.77977  1574.9856 12459.255
##  [647,]  9695.57702  8047.3382 12083.559
##  [648,] 14653.71342  7308.6189 14610.405
##  [649,] 21296.10630  7210.9851 23047.015
##  [650,]  4222.20254  2772.1875 38005.378
##  [651,]  3006.26231  2293.9808 11851.921
##  [652,]  5960.89887  8891.8081 14025.016
##  [653,]  3218.14176  8335.7033 18201.347
##  [654,]  8472.01554  8225.2099 12126.343
##  [655,] 11860.30020  7343.3166 15193.812
##  [656,]  3845.22824  7074.5112 15303.758
##  [657,]   679.79577  2980.8021 19159.352
##  [658,]   695.59702  1960.7465 16390.733
##  [659,] 12225.36819  5698.1459  7971.797
##  [660,]   362.02315  2375.6987 11818.584
##  [661,]  8802.90185  4255.3152 11484.003
##  [662,]   799.18057 18512.0892  6415.612
##  [663,] 12585.24642  2755.1890 26968.754
##  [664,] 21117.57309  6181.2712 12312.927
##  [665,]  8559.64421  2739.3578  7835.232
##  [666,]  9807.90821  1720.8275 20088.179
##  [667,] 11852.61843  3446.8048  8158.678
##  [668,]  4537.69346  2346.3313 15003.545
##  [669,] 10595.06298  2324.1097 15195.198
##  [670,]  4536.44492  2567.1198 11340.144
##  [671,]  7780.79888  2743.7644 13427.914
##  [672,]  5483.07876  8970.7364 16377.043
##  [673,]  3508.36486  4357.2555  9830.666
##  [674,]  1375.93875  8628.0543 18449.849
##  [675,]  4219.08509  7372.3271 19359.822
##  [676,]  2627.86593  2009.9564 25309.827
##  [677,]   375.99574  1369.5545 10139.550
##  [678,]  1943.23707  1878.5075  5597.688
##  [679,] 13018.20839  2233.2947 12158.509
##  [680,]  3819.40516  4695.9148 10598.269
##  [681,]  2283.13925  6435.1672 23231.395
##  [682,]  1211.44946  3120.1786 19982.712
##  [683,]  3806.78597  2602.9048 24182.779
##  [684,]  5896.73654  2986.7546 30975.878
##  [685,]   680.91961  5643.9367 22777.249
##  [686,]  1048.90324 10120.9602 13545.502
##  [687,] 15838.40141  6723.1597 15778.917
##  [688,]  1010.93687  4673.8797 16352.173
##  [689,]  1538.83942   882.3453 14680.133
##  [690,]  3264.22160  2865.1460 21943.250
##  [691,]  2437.03979  2597.6505  4864.271
##  [692,]  1908.64642  2512.0995 17621.476
##  [693,]   895.38720  6848.8384  6062.227
##  [694,]  3404.59636  2464.4088 13485.599
##  [695,]  1973.50395  2480.1447 14813.640
##  [696,]  3194.40376  4270.2847 15746.938
##  [697,]   809.69949  7315.7419 10497.192
##  [698,]   658.11703 15831.1758 20602.322
##  [699,]  4381.75706  1885.4740 25447.289
##  [700,]   840.71926  3193.8426  5175.599
##  [701,]  6036.85597 13365.7742 28783.277
##  [702,]  2084.56357  6511.1626 26713.034
##  [703,]  3929.51007  1589.6411 10398.473
##  [704,]  8716.43407  3782.1312  7277.803
##  [705,]  2855.20956  2348.0743 16852.426
##  [706,]  7775.62470 11851.4212  5531.611
##  [707,]   953.72907  1597.3479 16736.254
##  [708,]  6026.04368 10412.3939  6464.615
##  [709,]  4555.31331  4688.5163 19029.410
##  [710,] 16314.97071  2432.9225 33362.636
##  [711,]  7599.48002  7111.1406 31066.830
##  [712,] 13727.16905  2373.5605  9281.118
##  [713,]  3453.52944  6082.8531 10212.736
##  [714,] 10374.15984  2596.5278 12071.675
##  [715,]  8853.60304  4559.6009 12984.905
##  [716,]  5769.91901  1642.3112 10954.954
##  [717,]  1416.22983  5335.2346  8893.956
##  [718,]  4925.16831  4164.0106 11209.593
##  [719,]  1357.46972  2016.9145  5560.015
##  [720,]  6982.19581   591.7879 12380.650
##  [721,]  3402.55939  3065.4512 25807.767
##  [722,]  8992.82570  3398.6656 17611.153
##  [723,]  5219.72015  2992.0870 17906.329
##  [724,]  2344.30493  7513.2963  9040.725
##  [725,]  4243.39975  1485.2086 11196.052
##  [726,]  4129.78955 12530.7672 13156.979
##  [727,]  1533.11857 10749.2589  8971.831
##  [728,]  3531.01089  4321.6878 40552.127
##  [729,]  9906.67969  6060.2213 13660.617
##  [730,]  1574.46768  2026.9563 15255.408
##  [731,] 14104.94257  2036.3790 13321.332
##  [732,]   766.00736 10912.3640  4789.772
##  [733,]   875.19010 13642.4961 19364.530
##  [734,] 10575.74558  1934.0906 18184.274
##  [735,]  3165.87767  5464.3586 25064.969
##  [736,] 23116.26627  6855.9391 30865.077
##  [737,]  1715.82419 11938.4418 27484.934
##  [738,] 19235.42817  3272.7361 24977.697
##  [739,]  8544.54152  2819.0854 29268.346
##  [740,]  1534.90159  6495.4853 13223.832
##  [741,]  1457.29394  3710.8877 20313.034
##  [742,]  2186.08913  6069.1244 36437.130
##  [743,]  2066.59264 14274.2021 18413.152
##  [744,]  2592.92800 10813.2271  2926.184
##  [745,]  7460.92706 10430.4121 20589.593
##  [746,]  8587.38656  5349.4503 15391.054
##  [747,] 13871.75399  2029.6307 19426.944
##  [748,]  5849.13278  5558.8578  9123.575
##  [749,]  1146.11725  4772.9247 13335.953
##  [750,]  9723.43769  1942.7232  5787.677
##  [751,]  8208.79921   492.2997 16280.078
##  [752,]  6903.43654  1555.2282 14931.072
##  [753,]  2020.69890  9189.8171 10648.923
##  [754,]  4175.07476  4220.0130 11898.716
##  [755,]   300.83825  4326.4092 16153.415
##  [756,]   911.17674  1557.8655 25128.335
##  [757,]  1026.37069  2145.9231 11211.000
##  [758,]  6996.40828  5553.4694 11375.856
##  [759,]    59.53187  8204.5743 14477.280
##  [760,]  1303.26561  5672.2207 10321.382
##  [761,]  3737.81381  1171.1335 12240.704
##  [762,]  4040.16736  6932.1771 17520.092
##  [763,]  2782.77803 17595.3506 11990.423
##  [764,]  8286.43472 11089.1329 20345.604
##  [765,]  3681.09279  5288.8810  6998.121
##  [766,]  8980.96137  9611.2876 62661.561
##  [767,]  2676.19615  6366.3820 37022.128
##  [768,]  2698.87354  1602.7657 11359.983
##  [769,]  4711.14283  1342.6858  8856.785
##  [770,]  7402.25374  8199.7711 12893.302
##  [771,]  1323.36079  3226.1753 17051.950
##  [772,]  1375.14643   562.8026  6987.707
##  [773,]  1866.21142  2443.9217  7321.667
##  [774,] 13489.76420  2937.7421 16256.346
##  [775,]  7880.23205  2541.4830 40645.968
##  [776,]  7394.02901  2913.6043 18025.583
##  [777,] 13680.26096  4738.6563 22412.575
##  [778,]  9908.83770  3243.1075 13666.249
##  [779,]  4997.98370  4543.9002  7297.455
##  [780,]  9216.93157  4441.5364 16403.259
##  [781,]  1264.53140   643.6218 10733.139
##  [782,]  4610.42809   703.8022  3222.817
##  [783,]  1848.83285  4762.6626 15969.159
##  [784,]  1337.61883  1313.8390 21180.232
##  [785,]  9911.58130  7382.5947 10473.437
##  [786,]  3717.17767  1755.2502  9592.576
##  [787,] 29387.26948 24757.9434 10522.818
##  [788,]  1009.89535  1878.1020 17615.597
##  [789,]  8126.82522  2530.4068  4943.506
##  [790,]  7478.89851  2409.2696  8072.834
##  [791,]  3160.58650  9928.8889 14379.243
##  [792,]  4123.87454  2066.1325  4199.248
##  [793,]  6978.41203  9229.7484  9071.683
##  [794,]  5185.74518  8929.5546 20040.059
##  [795,]  2216.42381  4709.7500 12158.245
##  [796,]  2718.35033  9309.0852 13958.437
##  [797,]  2949.77928  4692.1203  5714.223
##  [798,]  6418.19650  2042.7847 11539.735
##  [799,]  3158.54832   293.9798 10314.868
##  [800,]   727.81995  2580.6350 23431.027
##  [801,]  2821.47467  3912.5029 24090.938
##  [802,]  4084.95607  1727.2152  7334.099
##  [803,]  5358.29895  9037.3940 14954.279
##  [804,]  2989.40048  4036.2002  8231.662
##  [805,] 10310.96805  6073.9154 25407.748
##  [806,]  2443.84715  2106.9385 17354.028
##  [807,] 13221.56399  3454.2673 15189.785
##  [808,]  3736.63693  7970.1560 10969.835
##  [809,]  3879.86538  4487.5682 13875.752
##  [810,]  4585.61563  4829.7734 18638.898
##  [811,]  4772.51984  3262.0264 13615.762
##  [812,]    39.21929 10230.9220 13128.105
##  [813,]   590.25903  5706.1165 29415.701
##  [814,]  5727.68988 11013.8057 19819.283
##  [815,]  8900.43045  2010.1990 10521.717
##  [816,]  9803.35444  1711.7492 20586.230
##  [817,]   722.49232  1156.3640 14185.872
##  [818,]  1070.32350  5605.7865 17985.201
##  [819,] 16917.70468  2570.1803 13405.924
##  [820,]  3361.20620  4749.8482  7791.785
##  [821,]  3926.76222  3608.3306 14637.383
##  [822,]  3128.81525  2435.3443 18216.450
##  [823,]  4770.85770 10134.5295 17452.988
##  [824,]  2713.05269 11709.4673 29174.374
##  [825,]  8358.33180  4099.4174 11478.067
##  [826,]  5737.01979  4083.3495 16989.141
##  [827,]  1564.35295  9580.8852 23554.624
##  [828,]  9374.64095   698.8349 18531.800
##  [829,]  3843.82445  2994.6822 17385.147
##  [830,]   298.09447  8947.8025 15085.820
##  [831,]   407.90786  3182.6240 11678.928
##  [832,]  5458.40858  4579.9229 10541.368
##  [833,]  4161.77282  4986.9930 18820.147
##  [834,] 14149.01737  5860.7204 20789.383
##  [835,]  5072.88687  2508.5412  9306.723
##  [836,]  2965.78275  3218.5129 19823.256
##  [837,]  2887.86438  2948.2832 10232.307
##  [838,] 10521.53430  3180.7720 25517.337
##  [839,]  1785.31945  4863.8725 10176.288
##  [840,]  6435.64598  3906.4656 15909.331
##  [841,]  9821.80273  3700.3541 19831.853
##  [842,] 10418.45374  3733.4069 12013.971
##  [843,]  3271.06029 16910.0941 20938.186
##  [844,]  4819.04896 21284.6714  4779.902
##  [845,]  5477.74052  5646.4683 18880.046
##  [846,]  2602.73702  3653.3845 15943.885
##  [847,]  5253.14790  6484.2860 12896.316
##  [848,]  1180.20728  6859.4114 14916.137
##  [849,]  7013.75747  4092.5986 11038.152
##  [850,]  9626.96430  3588.3800 15640.734
##  [851,]  6428.13926  2680.1081 21670.657
##  [852,]  4586.32819  3148.3261 16350.950
##  [853,]  6923.67722  2670.7339 15164.983
##  [854,]  3110.35781  3444.2133  4602.431
##  [855,]  5475.80833  7357.1295 10714.796
##  [856,]  4089.44631  1225.6704  8083.849
##  [857,]  1481.96958  6734.4591 11572.879
##  [858,]  6336.71747  5119.6890 18225.561
##  [859,]   504.17606  2423.0518 13021.179
##  [860,]  1817.57391 13574.9643  6886.174
##  [861,]  1645.12429  6443.4602 16661.381
##  [862,]  8699.23277  5896.1100 46130.340
##  [863,]  1517.23704  1983.3341 14536.276
##  [864,]  7443.77384  6638.7615 17734.068
##  [865,]  8682.58932  3575.8573 17935.254
##  [866,]  1227.65053 13310.7055  9811.649
##  [867,]  4005.62651  1404.1911 18784.979
##  [868,]  1790.94636   923.4060 23994.398
##  [869,]  6426.94865  3386.5629 13074.512
##  [870,]  1618.45481 14172.6142 16461.841
##  [871,]  5457.67644  2421.5358 15487.414
##  [872,]  4377.67521 10762.7032 23305.506
##  [873,]  5170.60791  1260.8239 16390.768
##  [874,]  7468.60494  8657.4765 18117.249
##  [875,] 16662.47734  8458.4849 11670.399
##  [876,]  2573.91544  2830.9863 31972.439
##  [877,]  4587.49089   999.5293 13880.084
##  [878,]  8609.57956 10375.8220  4644.344
##  [879,]  1849.47981  2426.5549 16224.102
##  [880,]  4577.18022  3480.8112 15769.505
##  [881,]  2279.85685  2632.3287 29471.206
##  [882,]  5521.57329  1465.8578 20716.448
##  [883,]  6984.46832  1829.6167 15635.576
##  [884,]   770.63374  1276.5329 17975.032
##  [885,]  6997.56482  7211.7600 18726.660
##  [886,]  4412.13569  1279.2486  8522.621
##  [887,]  5186.76998  4534.4490 24908.640
##  [888,]  2275.23518  1600.8252  7848.398
##  [889,]  9591.57080  5035.0537 25495.023
##  [890,]   268.31839  4188.5794 13480.962
##  [891,] 15254.52666  5741.0202 26926.113
##  [892,]  2173.89045  4236.8336 16232.668
##  [893,] 10022.49475  4539.4771 22090.620
##  [894,]  7508.68056  8418.8479 17700.178
##  [895,] 13030.90138   819.0831 11765.354
##  [896,]  1533.86752  2285.7825 20721.538
##  [897,] 11717.69940 12847.2295  9481.347
##  [898,]  2434.99138 14347.5124 17181.585
##  [899,]  3200.72337  8673.0476 27112.079
##  [900,]  6158.47841 15177.7262 12448.806
##  [901,]  1564.60460  3440.4154  9437.273
##  [902,] 11773.06550  5293.7023  7915.196
##  [903,]  4110.57347  1068.8694 13947.991
##  [904,]  3470.55625  9153.1484 15033.733
##  [905,]  2080.70142 13303.0475 25439.552
##  [906,]  3556.35708  4121.8546  7460.712
##  [907,]  3634.75042  5293.6075  4360.845
##  [908,]  3671.14143  2716.5905 11968.794
##  [909,]  9010.74644  1844.2515 15271.118
##  [910,]  1494.79773  9036.2803  9973.709
##  [911,]  1823.44675 12911.9873 22946.284
##  [912,]  1526.03715   652.6914  7945.278
##  [913,]  5737.53860  3814.8421 12994.269
##  [914,]  4484.44212  3128.9264 48646.050
##  [915,]  1419.81208  5635.6360 14741.141
##  [916,] 12615.90393  7135.0282 10195.789
##  [917,]  6949.23506 15757.3727 14606.778
##  [918,]  5776.97623  8634.4780 21242.281
##  [919,]  4615.42498  8740.2185  7919.307
##  [920,]  2633.41521  2429.5357 23833.792
##  [921,]    98.49537  8882.8776  9007.254
##  [922,]  3059.15640 13001.8575 16310.155
##  [923,]  3478.35219  6993.8372 19464.602
##  [924,]  3612.32009  4612.0417 19574.683
##  [925,]  3632.04874  1754.6232  7905.376
##  [926,]  1108.48212 22259.2824  9867.947
##  [927,]  6882.43447  9429.0956 15540.510
##  [928,]  1402.42417  2201.8637 13241.588
##  [929,]  1285.66763  2151.0974  6379.547
##  [930,]   925.11084  5923.7497 22049.013
##  [931,]  1090.79955 10999.5402 11522.400
##  [932,]  5140.97941  4892.2155 15189.084
##  [933,]  4677.77838  7936.4953  9027.577
##  [934,]  6549.78753  1996.3610  7267.020
##  [935,]   643.50085  3741.2826 20297.358
##  [936,]  5787.96362  2674.4597  6308.889
##  [937,]  3917.25429  4605.2126  8045.882
##  [938,] 20918.01761   792.0296 24081.322
##  [939,]   619.59010  5537.1346 10056.703
##  [940,]   237.78520  5970.4230 35124.412
##  [941,]  2746.56974  9999.4485 30832.644
##  [942,]  2038.26993  6029.9657 16013.859
##  [943,]  4119.67733  3470.0007 22966.118
##  [944,]  2169.81716  5567.6012 15656.613
##  [945,]  4370.53571 12134.2211 15493.781
##  [946,]  4748.47870  9415.8847 19683.276
##  [947,]  5451.24953   501.1065 11644.600
##  [948,]   467.79608  4068.0641 18136.571
##  [949,]  2654.41117  4409.7974 23332.349
##  [950,] 10316.05403  3365.4140 23730.445
##  [951,]   496.24448  5541.9606 39705.673
##  [952,]   261.00131  2401.4481 21504.773
##  [953,]  2029.63291  3622.9789 21048.624
##  [954,] 11154.79045 11860.4402 24319.425
##  [955,]  1753.68321  4959.6288 13708.183
##  [956,]  1355.40065 14085.5009 12401.820
##  [957,]  2977.47729  2888.0655 21408.040
##  [958,]  6589.12520   796.6501 17102.762
##  [959,]  1640.53979 10447.4445 17529.591
##  [960,]  2627.09959  3264.4980 17052.335
##  [961,]   280.42693  1556.5637 11370.657
##  [962,]  5670.40907   803.2424 13537.863
##  [963,] 13462.11436 10563.9067  7444.011
##  [964,]   248.41833  9506.8850 22868.438
##  [965,]  8921.11525  4929.3772 18075.701
##  [966,]  2273.43514  8713.4564 14724.589
##  [967,] 20864.18426 12050.5918  8031.197
##  [968,]  2711.79532  3300.1273 19917.117
##  [969,]  2293.47650  5412.0971 11599.283
##  [970,]  2117.17600  4826.0088 14730.114
##  [971,]  3311.86044 10490.7478 14913.333
##  [972,]  4751.48574  3238.3400 10872.385
##  [973,]  3033.73914  3866.7784 22241.277
##  [974,]  1827.51045 13149.5570 16074.059
##  [975,] 13069.09919  7894.1086 14244.915
##  [976,]  2392.76531 10797.0876 13761.477
##  [977,]   628.58570  1562.3976 13027.913
##  [978,]  1304.76601  3116.5418  5684.126
##  [979,]  7833.97728   940.1326  2508.361
##  [980,]  7078.77452  4367.3841 12033.007
##  [981,]  7896.50787  8258.9864 14724.155
##  [982,]  3097.02375  6568.6597 19717.303
##  [983,]  1280.72039  7864.1062 35543.279
##  [984,]  3774.51208  3399.7197 17905.922
##  [985,]  7490.20484  2054.6435 11703.805
##  [986,]   168.28009  8101.9189 17826.737
##  [987,]  2322.63374  5531.3468 15092.294
##  [988,]  4504.05369  2914.4896 10064.694
##  [989,]  1009.36364  2088.6316 15263.344
##  [990,]  2414.85503  4435.7077  8484.284
##  [991,]  2047.66388  1841.5798 13911.519
##  [992,] 10812.59977  2453.3492 18729.587
##  [993,]  5856.15433  3957.3787  6938.018
##  [994,]  9384.42770 15805.0275 10176.244
##  [995,]  4157.67921  8480.5650 11941.295
##  [996,]  3000.20364  2866.0078 18216.166
##  [997,]  7558.04219  1705.3261 30310.167
##  [998,] 14947.43164  3081.1066 12819.534
##  [999,] 10106.92862  4473.5855 18126.439
## [1000,]  6339.67931  1458.2378 10966.711
## 
## $`p-values`
## [1] 0.000 0.000 0.196

Procedura boostrapowa ANOVA, jak wcześniej, pokazuje, że oddzielnie wpływ rasy i edukacji jest istotny statystycznie na zarobki (p-value < 0,05), jednak interakcja rasy i edukacji na zarobki również jest nieistotna statystycznie (p-value > 0,05).

Wizualizacja ANOVA

Następnie można zwizualizować badane interakcje czynników na wysokość zarobków.

interaction.plot(race,education,wage)

Występują trzy rodzaje interakcji, lecz tylko dla rasy osób z kategorii “inne”. Pierwsza pomiędzy “Some Collage”, “College Grade” i “Advanced Degree”. Zachodzi również interakcja pomiędzy “Advanced Degree” a “Some College”. Ostatnia z interakcji zachodzi pomiędzy “Some Collage”, “HS Grad” i “<HS Grad” Wnioskujemy zatem, że najwięcej interakcji zachodzi dla osób z rasą “inną”, a interakcje te zachodzą dla każdego stopnia skolaryzacji.