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,] 0.95891418 1.05879417
##    [2,] 0.91617525 0.61481022
##    [3,] 1.60004119 0.20621659
##    [4,] 0.02046871 0.10899877
##    [5,] 0.93050968 0.72376478
##    [6,] 0.09101428 1.19945141
##    [7,] 0.15432933 0.65113228
##    [8,] 0.84950041 1.14368088
##    [9,] 0.98520281 0.30300376
##   [10,] 1.80362396 2.14093879
##   [11,] 0.79483641 1.09919608
##   [12,] 2.80429626 0.90674404
##   [13,] 1.04255664 1.12454222
##   [14,] 0.33047686 0.53594686
##   [15,] 2.36752275 3.00982846
##   [16,] 0.65379610 1.23678835
##   [17,] 2.11593215 0.17541934
##   [18,] 0.06221628 0.54977549
##   [19,] 0.25865176 0.53207008
##   [20,] 0.64489500 0.70651224
##   [21,] 0.59168100 0.53736738
##   [22,] 0.74348960 2.59041605
##   [23,] 0.32446826 0.78128987
##   [24,] 0.55538980 0.33687171
##   [25,] 1.47815163 0.84778613
##   [26,] 1.89003541 0.69666349
##   [27,] 1.71526889 2.52971454
##   [28,] 2.62649056 1.22804772
##   [29,] 0.64161122 0.85591056
##   [30,] 1.25651748 0.38195570
##   [31,] 0.52726431 2.07330348
##   [32,] 0.16725325 0.72761261
##   [33,] 0.92839980 1.52691605
##   [34,] 0.98339568 1.86127308
##   [35,] 0.13281459 0.37563900
##   [36,] 2.79116938 1.30895309
##   [37,] 1.07913223 1.28936506
##   [38,] 2.12946356 0.10377125
##   [39,] 0.57865798 0.59689992
##   [40,] 0.14597488 1.89296004
##   [41,] 0.65206335 0.89282138
##   [42,] 1.06771293 0.62733884
##   [43,] 1.21003417 1.13242829
##   [44,] 0.48846648 1.28788632
##   [45,] 0.81721489 1.65551373
##   [46,] 0.23499091 0.06156748
##   [47,] 4.38035554 0.27507359
##   [48,] 0.92851528 1.53238892
##   [49,] 0.42403196 1.12772541
##   [50,] 1.63135824 1.08058037
##   [51,] 0.85897784 0.65813001
##   [52,] 0.58806007 0.31937715
##   [53,] 0.43443133 0.83318940
##   [54,] 0.91747081 0.26081434
##   [55,] 0.83078221 0.99370894
##   [56,] 1.53105671 0.48915967
##   [57,] 1.51063003 0.53458719
##   [58,] 0.36219362 0.39668111
##   [59,] 0.77129505 0.87592380
##   [60,] 1.59749609 0.97602791
##   [61,] 0.77622286 1.19848881
##   [62,] 0.12433317 0.65607769
##   [63,] 0.30727808 0.31778784
##   [64,] 0.35740863 0.99959016
##   [65,] 0.19052829 0.30483064
##   [66,] 1.19340464 0.18214516
##   [67,] 0.07211152 0.41803423
##   [68,] 1.89801719 1.90434473
##   [69,] 0.32130168 2.18502148
##   [70,] 1.18191311 0.77663694
##   [71,] 1.49681097 1.17180665
##   [72,] 0.69973004 0.51916626
##   [73,] 1.09886902 0.54941810
##   [74,] 4.29253664 0.61860228
##   [75,] 1.36455900 0.71910137
##   [76,] 0.06865690 0.79303253
##   [77,] 2.13306153 1.29421602
##   [78,] 2.11675393 0.85347882
##   [79,] 0.66229703 1.26594651
##   [80,] 1.34979330 2.52843544
##   [81,] 1.15697835 1.12294711
##   [82,] 0.41876399 1.09538963
##   [83,] 2.27059244 1.35575562
##   [84,] 0.51002805 1.58754903
##   [85,] 0.70766854 1.94392799
##   [86,] 1.97222231 0.94529517
##   [87,] 0.61398462 1.54350864
##   [88,] 0.43314084 0.77176374
##   [89,] 2.15442257 0.70102244
##   [90,] 1.69706110 0.95203396
##   [91,] 1.78121689 1.40281057
##   [92,] 1.41699910 1.74769316
##   [93,] 1.01710002 1.19573104
##   [94,] 0.35654669 1.23829267
##   [95,] 1.61517944 0.59335908
##   [96,] 1.18057473 1.68081483
##   [97,] 0.75074846 1.47373230
##   [98,] 1.34561302 1.51744658
##   [99,] 1.53832865 0.31319267
##  [100,] 0.86771291 1.77210862
##  [101,] 0.71938291 0.13109682
##  [102,] 1.38865053 1.06812841
##  [103,] 2.28715237 0.38973100
##  [104,] 0.87931434 0.38256615
##  [105,] 1.08704342 0.14552023
##  [106,] 1.66072842 0.61970348
##  [107,] 2.32119296 0.81645380
##  [108,] 1.66828356 2.70732815
##  [109,] 0.22546721 0.66909772
##  [110,] 1.06794527 0.91353113
##  [111,] 0.48738436 0.94791251
##  [112,] 0.22504011 0.19911551
##  [113,] 0.84671844 0.28548593
##  [114,] 0.86879213 0.85966410
##  [115,] 0.55112440 1.69181033
##  [116,] 0.57847322 0.99794353
##  [117,] 0.45202535 1.04443662
##  [118,] 1.31217876 0.57937068
##  [119,] 0.55481878 1.05757066
##  [120,] 0.77886331 0.78921147
##  [121,] 0.11676163 0.49710981
##  [122,] 0.10842717 1.43993630
##  [123,] 0.18246946 2.12331993
##  [124,] 0.15536856 0.24945400
##  [125,] 0.78092688 0.78234955
##  [126,] 0.37586661 0.39770833
##  [127,] 0.28198818 0.74056932
##  [128,] 1.10557174 0.73799051
##  [129,] 1.36224115 1.12371399
##  [130,] 0.05748513 0.15906571
##  [131,] 1.22008102 3.64752442
##  [132,] 0.63726662 1.10568101
##  [133,] 1.70768696 0.15963976
##  [134,] 1.53834443 0.42688132
##  [135,] 2.84065749 2.34034277
##  [136,] 0.74423554 3.38794082
##  [137,] 1.26567976 2.49005289
##  [138,] 1.49766665 0.24309924
##  [139,] 1.43732372 0.71304737
##  [140,] 0.76133048 0.78671488
##  [141,] 1.47788915 1.73117017
##  [142,] 2.48412149 0.33184007
##  [143,] 1.19015243 0.27493201
##  [144,] 0.06533118 1.47549622
##  [145,] 1.53173003 1.52319192
##  [146,] 2.00880408 1.62566021
##  [147,] 4.38341409 0.43790174
##  [148,] 0.26906475 3.49434129
##  [149,] 2.42171714 1.58943294
##  [150,] 0.85183041 0.50603136
##  [151,] 0.29043980 0.76186324
##  [152,] 1.82949335 1.07478064
##  [153,] 0.65078211 0.27957636
##  [154,] 2.48657454 0.64568145
##  [155,] 4.85174506 0.98722492
##  [156,] 0.36669623 0.24705404
##  [157,] 0.64482487 1.19726985
##  [158,] 0.31075048 0.94655519
##  [159,] 0.90705472 1.39483659
##  [160,] 0.13470962 0.59558206
##  [161,] 0.45813719 0.80843865
##  [162,] 1.59049130 0.79044425
##  [163,] 0.96095203 0.98712850
##  [164,] 0.61004217 0.23946848
##  [165,] 1.16357574 0.43517907
##  [166,] 0.27581531 0.25919038
##  [167,] 0.29118912 4.82414848
##  [168,] 0.80267958 0.17191146
##  [169,] 0.65464811 0.90230716
##  [170,] 0.35012786 0.74381021
##  [171,] 1.60003782 3.28516312
##  [172,] 0.11239970 1.13451128
##  [173,] 1.33833937 2.67843001
##  [174,] 1.04220678 0.53736568
##  [175,] 0.33826917 1.36624205
##  [176,] 1.43784431 1.36762071
##  [177,] 1.79754875 1.82733795
##  [178,] 0.47247224 0.95107139
##  [179,] 3.90865274 1.17406950
##  [180,] 1.40108231 1.10416713
##  [181,] 1.45960125 0.06328361
##  [182,] 1.02094141 0.13127123
##  [183,] 0.52361217 0.52536449
##  [184,] 0.26381406 0.21126712
##  [185,] 0.50640990 0.57924111
##  [186,] 0.49492055 0.56423208
##  [187,] 0.78767080 2.77158732
##  [188,] 1.00599702 2.16360547
##  [189,] 1.44081175 0.15993482
##  [190,] 0.05219456 0.73865166
##  [191,] 3.85938851 1.67543669
##  [192,] 1.10740587 0.31688880
##  [193,] 0.46578921 0.37140067
##  [194,] 0.76988909 0.52083536
##  [195,] 2.36816708 1.29102938
##  [196,] 1.78716768 1.79047523
##  [197,] 1.15209345 0.61612655
##  [198,] 0.04190255 1.63823170
##  [199,] 1.11998365 0.28343926
##  [200,] 0.92019411 1.47180943
##  [201,] 1.67193567 1.06740724
##  [202,] 0.18513431 1.61362899
##  [203,] 1.23995278 0.22150144
##  [204,] 1.12167793 0.89856184
##  [205,] 1.07452264 0.59984259
##  [206,] 0.43675226 0.57764156
##  [207,] 0.66343476 0.25465040
##  [208,] 0.34737776 1.54984207
##  [209,] 0.42849415 1.25067850
##  [210,] 0.55092506 1.36093980
##  [211,] 0.40252336 0.69184567
##  [212,] 1.42955295 0.25539965
##  [213,] 0.81943843 0.59553040
##  [214,] 1.86923252 0.21738244
##  [215,] 0.59523466 0.30104171
##  [216,] 5.02435671 0.07061124
##  [217,] 0.32677966 0.38707177
##  [218,] 0.78915807 0.29410041
##  [219,] 1.22652073 1.02221087
##  [220,] 1.39905584 0.24876081
##  [221,] 4.93935772 0.82956812
##  [222,] 0.45458909 0.64426688
##  [223,] 0.18634957 1.16818581
##  [224,] 0.15969086 0.86201950
##  [225,] 1.17301951 0.14110373
##  [226,] 1.35134992 1.42045728
##  [227,] 1.34159399 0.24296261
##  [228,] 1.75948851 0.11340578
##  [229,] 2.26238882 0.44553876
##  [230,] 0.77648919 0.20328038
##  [231,] 0.50071434 1.03163962
##  [232,] 1.02954059 0.64672001
##  [233,] 0.68644775 0.48807247
##  [234,] 0.53907654 0.75388264
##  [235,] 0.30480965 0.51112870
##  [236,] 2.50668609 0.33182831
##  [237,] 1.46424843 0.36044333
##  [238,] 0.78037200 0.86162944
##  [239,] 0.92558001 0.92237041
##  [240,] 1.09140627 1.63489003
##  [241,] 0.20122922 1.52527573
##  [242,] 0.89086817 0.96245567
##  [243,] 0.63041028 0.83694252
##  [244,] 0.27917898 1.10116403
##  [245,] 1.67785890 0.57823915
##  [246,] 0.08079455 0.32281746
##  [247,] 0.80410325 0.55421621
##  [248,] 0.45187154 0.74210224
##  [249,] 0.85393883 1.32532405
##  [250,] 0.17801453 0.58725337
##  [251,] 0.36852428 0.57800938
##  [252,] 1.00564122 0.88974059
##  [253,] 0.09633546 0.52123378
##  [254,] 0.23119271 0.59916155
##  [255,] 1.10007558 1.00306250
##  [256,] 0.10047729 1.86889237
##  [257,] 0.47745759 0.99270025
##  [258,] 1.67108891 1.62126890
##  [259,] 0.25767234 0.79457405
##  [260,] 0.69237461 0.24916868
##  [261,] 0.12279014 1.41068261
##  [262,] 0.25044334 1.05340688
##  [263,] 0.69404365 0.16714401
##  [264,] 0.19525828 0.69797203
##  [265,] 0.20281824 0.25189498
##  [266,] 1.27458438 1.41935950
##  [267,] 1.14229857 0.26961036
##  [268,] 0.94729995 1.36376458
##  [269,] 1.38615004 3.84812490
##  [270,] 2.22908112 1.79722882
##  [271,] 1.76740155 1.40551278
##  [272,] 0.96056044 2.34648466
##  [273,] 0.80942684 0.81740958
##  [274,] 0.33117257 1.00669416
##  [275,] 2.00432569 0.30181117
##  [276,] 2.64799104 1.28749295
##  [277,] 2.33046741 0.18691909
##  [278,] 0.57080469 1.05193501
##  [279,] 2.22288180 1.12471912
##  [280,] 0.12528678 1.21761967
##  [281,] 1.47792770 1.10779213
##  [282,] 0.22361540 0.49666440
##  [283,] 0.40097706 0.68916512
##  [284,] 0.18963216 0.84960081
##  [285,] 0.46819233 1.77866342
##  [286,] 0.59481236 0.36959485
##  [287,] 1.19948760 1.49424113
##  [288,] 0.56796275 1.35712127
##  [289,] 0.61716268 0.72322341
##  [290,] 1.09617864 0.90682091
##  [291,] 1.04745259 1.25164560
##  [292,] 1.72972623 0.87554035
##  [293,] 0.12927863 1.58307115
##  [294,] 0.40510983 1.25991725
##  [295,] 1.15627453 1.62892439
##  [296,] 0.93479735 0.26165081
##  [297,] 2.23008932 1.67780424
##  [298,] 0.89685237 1.73755990
##  [299,] 2.45744569 0.61180455
##  [300,] 3.82931877 0.69333256
##  [301,] 1.56897602 1.33795697
##  [302,] 2.02478282 0.02019856
##  [303,] 0.31739337 1.00972753
##  [304,] 2.75078386 0.33495220
##  [305,] 3.03248589 0.84084404
##  [306,] 0.83565987 1.30671465
##  [307,] 0.05251506 1.22904904
##  [308,] 0.21791867 0.59394529
##  [309,] 0.70519812 0.17295179
##  [310,] 1.19085817 0.72450940
##  [311,] 0.60562761 0.88472285
##  [312,] 1.30914706 0.46457681
##  [313,] 0.23483248 0.83310325
##  [314,] 0.55603263 0.21165346
##  [315,] 2.20082638 1.29321822
##  [316,] 0.10459592 0.81984058
##  [317,] 0.10475711 1.17775673
##  [318,] 0.59956645 0.26528482
##  [319,] 0.45187429 0.76259253
##  [320,] 0.04029654 0.75119372
##  [321,] 1.59856536 2.58751350
##  [322,] 0.48812281 1.30211349
##  [323,] 1.45640016 1.21486796
##  [324,] 0.97762964 0.29886623
##  [325,] 2.24620893 0.63245089
##  [326,] 0.30468796 0.28647308
##  [327,] 5.05129702 1.08183286
##  [328,] 0.63233849 0.19658695
##  [329,] 0.43848340 0.73839577
##  [330,] 0.12730379 0.15960940
##  [331,] 0.64736782 0.32180780
##  [332,] 1.21703048 2.30070613
##  [333,] 2.13521125 2.65660100
##  [334,] 0.22703126 0.74707827
##  [335,] 0.25655301 1.93905241
##  [336,] 0.46910365 0.60278995
##  [337,] 0.15608229 2.51768563
##  [338,] 0.95438769 1.81874370
##  [339,] 0.87988467 0.40175772
##  [340,] 2.63085747 2.12315396
##  [341,] 1.94957158 0.26775578
##  [342,] 1.29810975 0.54517826
##  [343,] 1.63114333 0.40859640
##  [344,] 1.30688152 1.06014759
##  [345,] 0.98622218 3.65563975
##  [346,] 2.74263928 0.29071164
##  [347,] 0.22988061 1.21524600
##  [348,] 0.49654441 1.45536585
##  [349,] 0.51199951 0.36282580
##  [350,] 0.14217503 0.93940761
##  [351,] 1.11133829 0.78213187
##  [352,] 0.36823410 2.07274118
##  [353,] 0.25991996 0.95327481
##  [354,] 0.29683574 0.82118371
##  [355,] 0.61666198 0.65386955
##  [356,] 0.14022315 1.35632530
##  [357,] 0.31995631 1.74662784
##  [358,] 0.51933311 1.54021905
##  [359,] 0.45645920 1.35312567
##  [360,] 1.88450662 0.76239864
##  [361,] 0.63298554 2.20922971
##  [362,] 0.37017982 0.86390096
##  [363,] 0.51103872 2.43641701
##  [364,] 0.76780467 0.82240752
##  [365,] 1.22576312 0.49622141
##  [366,] 0.31641678 0.78166232
##  [367,] 1.93658895 1.18583777
##  [368,] 1.32381482 0.87851878
##  [369,] 2.55653135 1.23746924
##  [370,] 1.69484811 2.04853715
##  [371,] 0.69363954 0.97773568
##  [372,] 1.58802350 0.88086852
##  [373,] 1.10751739 0.93353791
##  [374,] 0.74038504 1.05088968
##  [375,] 0.46100446 1.20893063
##  [376,] 1.18372150 0.83180790
##  [377,] 0.97349338 3.04768106
##  [378,] 0.17800568 0.33514170
##  [379,] 1.32847853 1.23602972
##  [380,] 1.50660184 0.81246177
##  [381,] 1.29232909 1.72904778
##  [382,] 0.06121768 0.09135524
##  [383,] 0.18316416 1.17009506
##  [384,] 0.10984541 0.27832171
##  [385,] 2.22462661 2.83951534
##  [386,] 0.53507007 1.94160161
##  [387,] 0.52660326 0.28023221
##  [388,] 0.32997776 0.48763036
##  [389,] 1.00987226 0.56413985
##  [390,] 0.80249850 0.93879532
##  [391,] 0.65611416 0.65015420
##  [392,] 1.62154129 2.50856135
##  [393,] 1.40674117 1.06095644
##  [394,] 2.05070608 0.83670227
##  [395,] 1.52700687 0.37787599
##  [396,] 0.81475359 0.98716410
##  [397,] 1.44049373 0.45554528
##  [398,] 0.16519507 0.17559647
##  [399,] 1.29763165 0.24707285
##  [400,] 0.51344001 0.27496428
##  [401,] 0.46199459 1.62585969
##  [402,] 1.59582354 3.84063553
##  [403,] 0.17779996 0.93637607
##  [404,] 0.39498926 0.81373036
##  [405,] 1.22786867 0.57998050
##  [406,] 1.15249815 0.50558421
##  [407,] 1.57304407 1.06707275
##  [408,] 0.60736302 1.27196179
##  [409,] 0.98276034 3.72429612
##  [410,] 1.43570918 0.75957547
##  [411,] 0.41985568 0.61638918
##  [412,] 0.54958854 0.76454745
##  [413,] 0.88444717 0.76406452
##  [414,] 0.12986479 1.82573962
##  [415,] 1.13753175 0.64391011
##  [416,] 0.50581518 0.73985292
##  [417,] 0.44309513 0.71306850
##  [418,] 1.05042594 1.42993245
##  [419,] 0.30826130 2.17943944
##  [420,] 0.19642146 0.33687395
##  [421,] 0.45272868 1.23410400
##  [422,] 0.29537558 1.78592776
##  [423,] 1.24746421 1.25654494
##  [424,] 0.35660607 1.34391271
##  [425,] 0.12843986 0.73498501
##  [426,] 0.67673066 0.53573362
##  [427,] 0.96513826 0.07895193
##  [428,] 1.61936282 0.81111079
##  [429,] 0.74150780 0.52200396
##  [430,] 0.17038903 0.60823013
##  [431,] 0.49713213 1.45308098
##  [432,] 0.23318738 1.01291884
##  [433,] 1.46756846 0.52050213
##  [434,] 1.39354486 0.49848571
##  [435,] 1.22620673 0.38632798
##  [436,] 2.46850453 1.80126654
##  [437,] 0.56765074 0.86848019
##  [438,] 1.32199831 0.68845742
##  [439,] 0.67748620 0.58904736
##  [440,] 0.56658676 1.65876278
##  [441,] 0.31881107 0.30968632
##  [442,] 1.04619433 1.07283009
##  [443,] 0.24641665 0.68697934
##  [444,] 0.36240020 0.95237073
##  [445,] 0.28131738 0.38942430
##  [446,] 0.22833255 0.36813658
##  [447,] 1.10097449 1.31029087
##  [448,] 0.64504142 1.28204308
##  [449,] 1.79569992 0.46954931
##  [450,] 0.26182950 0.67433803
##  [451,] 1.03671409 0.76916725
##  [452,] 0.31548552 2.34611359
##  [453,] 1.08900925 2.01919540
##  [454,] 0.75618268 0.42446944
##  [455,] 0.59844729 1.68862362
##  [456,] 1.04986810 0.72742731
##  [457,] 0.52310272 0.19057109
##  [458,] 0.53829218 1.59654819
##  [459,] 0.81640541 1.49601213
##  [460,] 0.10824484 0.16087844
##  [461,] 0.52157259 0.46071302
##  [462,] 2.33699962 1.32354049
##  [463,] 0.15480146 0.08318976
##  [464,] 1.61941098 1.21642288
##  [465,] 0.91707811 0.72021786
##  [466,] 1.02336449 0.24395863
##  [467,] 1.18550259 0.45627099
##  [468,] 1.37887942 0.74507090
##  [469,] 0.25943119 0.16294495
##  [470,] 1.09486728 1.71472716
##  [471,] 0.45740801 1.28625650
##  [472,] 0.32305070 1.40825339
##  [473,] 0.78211084 1.04092347
##  [474,] 0.83280445 0.32856112
##  [475,] 1.51064827 0.47038127
##  [476,] 0.03477882 0.50994258
##  [477,] 0.90616846 1.78828020
##  [478,] 0.50189187 0.46869235
##  [479,] 0.19337827 0.35319628
##  [480,] 0.05274206 0.11057470
##  [481,] 1.94918982 0.15307393
##  [482,] 1.94757511 0.32665447
##  [483,] 1.53635184 0.80351767
##  [484,] 1.02525241 0.52781490
##  [485,] 3.42733872 0.68376896
##  [486,] 0.89045888 1.18141596
##  [487,] 1.57058674 1.19794390
##  [488,] 0.62816989 0.10674566
##  [489,] 1.25664199 0.31404458
##  [490,] 2.27901530 1.26386967
##  [491,] 1.59317238 0.28672238
##  [492,] 0.06449859 0.43992498
##  [493,] 0.92766678 1.53388657
##  [494,] 0.65715802 0.62427344
##  [495,] 1.64508634 1.28502784
##  [496,] 0.77760389 2.16965594
##  [497,] 2.53657920 0.84056757
##  [498,] 2.95784114 2.98523752
##  [499,] 0.80691908 0.30312441
##  [500,] 1.29459884 0.62048098
##  [501,] 2.03462957 0.24370860
##  [502,] 1.66702473 1.71851526
##  [503,] 0.96912963 0.27815475
##  [504,] 0.16842218 0.12038613
##  [505,] 2.20366482 0.29771830
##  [506,] 0.57111627 1.27835539
##  [507,] 0.37396182 0.62830998
##  [508,] 3.31550498 2.04033106
##  [509,] 0.66691479 0.73779752
##  [510,] 2.19534663 1.55425033
##  [511,] 0.18597055 1.88927826
##  [512,] 0.47689458 0.21763214
##  [513,] 0.17056902 2.64399901
##  [514,] 0.47482023 1.55787725
##  [515,] 1.56090131 0.48875851
##  [516,] 2.25894148 0.21289571
##  [517,] 4.48061931 1.43546436
##  [518,] 0.09679411 0.95461070
##  [519,] 0.66420115 0.42350001
##  [520,] 0.88367664 1.15683530
##  [521,] 0.47924612 1.08363837
##  [522,] 1.53950414 0.17092042
##  [523,] 1.75687939 2.90212235
##  [524,] 0.01876178 0.14434633
##  [525,] 1.27163940 1.01085217
##  [526,] 0.29019262 0.69356334
##  [527,] 1.49715960 0.91000675
##  [528,] 1.11889524 1.40077811
##  [529,] 0.28101811 0.85989554
##  [530,] 1.66597419 0.36605327
##  [531,] 0.51996528 0.97568247
##  [532,] 0.28446326 0.76803852
##  [533,] 0.13628053 1.20946167
##  [534,] 0.92213568 0.65268013
##  [535,] 0.89103535 0.60413176
##  [536,] 0.50718192 1.07049047
##  [537,] 0.51193941 0.54913917
##  [538,] 0.43195534 1.45195380
##  [539,] 0.10537554 0.95762728
##  [540,] 1.52593170 1.58331128
##  [541,] 0.29170720 0.61370289
##  [542,] 0.18024751 1.21504057
##  [543,] 1.22428224 0.65921819
##  [544,] 0.53126768 0.71017388
##  [545,] 1.11066732 0.44696729
##  [546,] 1.56042941 0.81690930
##  [547,] 0.60488722 1.14474532
##  [548,] 0.33961485 0.32350988
##  [549,] 1.05142962 0.05842524
##  [550,] 0.03234364 0.69794186
##  [551,] 0.59906568 0.70552719
##  [552,] 0.12017657 0.72128038
##  [553,] 0.48624048 1.40554993
##  [554,] 0.12153964 1.22785504
##  [555,] 0.23846167 0.63408712
##  [556,] 0.23192589 0.22040500
##  [557,] 0.53777481 1.39307254
##  [558,] 1.34686496 0.13608339
##  [559,] 0.91918993 1.83877426
##  [560,] 0.50246119 1.57616199
##  [561,] 1.47441265 1.13869220
##  [562,] 1.64906067 1.04478887
##  [563,] 2.65210256 0.23851742
##  [564,] 2.43567477 0.30150697
##  [565,] 1.63066114 0.73134386
##  [566,] 1.13499675 1.67767001
##  [567,] 1.05510421 2.21404237
##  [568,] 0.82928564 1.05863363
##  [569,] 0.78352930 0.28948851
##  [570,] 0.37557498 0.13947837
##  [571,] 0.31283582 2.21367130
##  [572,] 2.16439864 0.73603095
##  [573,] 1.94280217 0.69858361
##  [574,] 0.46265009 0.88828377
##  [575,] 0.84556893 0.27450699
##  [576,] 0.56762619 0.27091835
##  [577,] 0.96928372 0.73513425
##  [578,] 0.43185925 0.36402216
##  [579,] 0.61749768 1.48223362
##  [580,] 0.08822814 1.42723360
##  [581,] 1.34497288 2.36329645
##  [582,] 0.69667817 0.65109920
##  [583,] 0.30069994 0.99605679
##  [584,] 0.43829918 0.82769893
##  [585,] 1.17837889 1.36180152
##  [586,] 0.62649440 0.81376330
##  [587,] 0.87944951 1.44889261
##  [588,] 0.38408299 1.04437654
##  [589,] 0.89525270 0.61003493
##  [590,] 2.38594004 0.71151584
##  [591,] 2.40666680 3.00369749
##  [592,] 0.36959990 0.85179108
##  [593,] 0.50810078 0.64812671
##  [594,] 0.62286084 1.87301349
##  [595,] 0.41439468 0.46172192
##  [596,] 1.57427488 0.67404595
##  [597,] 1.25716941 2.04411862
##  [598,] 1.86368924 1.35213076
##  [599,] 1.05140464 0.97788018
##  [600,] 0.97548256 0.82035882
##  [601,] 0.34106608 0.97582558
##  [602,] 0.53762212 0.69756184
##  [603,] 0.81325870 1.33282285
##  [604,] 0.22058873 2.25037621
##  [605,] 1.11879269 0.61046986
##  [606,] 0.86315484 0.51732131
##  [607,] 0.12827059 0.42926125
##  [608,] 0.03496768 0.97590335
##  [609,] 2.98324549 0.06710503
##  [610,] 1.18987625 0.70532904
##  [611,] 1.42408129 0.76140240
##  [612,] 0.12110912 0.27538784
##  [613,] 0.42693162 1.33155170
##  [614,] 0.95586655 0.70967809
##  [615,] 0.64510235 1.42569217
##  [616,] 0.88347920 1.07736167
##  [617,] 2.55288852 0.39933265
##  [618,] 0.68310335 0.97754817
##  [619,] 0.59422292 0.47417044
##  [620,] 0.79827787 1.20263372
##  [621,] 0.47343170 0.72162718
##  [622,] 0.36680366 1.83867556
##  [623,] 1.43997864 5.62519235
##  [624,] 1.39115436 0.54216855
##  [625,] 1.01058886 1.48793399
##  [626,] 0.33473905 0.85938375
##  [627,] 1.86384070 0.19980426
##  [628,] 1.23488169 1.15686658
##  [629,] 3.59695958 0.27629044
##  [630,] 0.66360175 0.27041329
##  [631,] 0.64855922 0.32868167
##  [632,] 0.42629225 0.88963072
##  [633,] 1.55605616 0.39874417
##  [634,] 1.50739421 0.12478689
##  [635,] 1.81272628 2.51362418
##  [636,] 1.52443218 1.21547058
##  [637,] 1.99875687 1.37251838
##  [638,] 1.53195103 0.76115455
##  [639,] 1.11264290 1.47266983
##  [640,] 0.88350863 0.47363746
##  [641,] 1.48070296 1.12317873
##  [642,] 0.68913899 0.11265256
##  [643,] 0.62894519 0.24148701
##  [644,] 0.30367057 0.93818866
##  [645,] 0.98860289 0.40623311
##  [646,] 0.66179235 1.19325661
##  [647,] 0.82049110 0.07545079
##  [648,] 3.31746942 0.99522574
##  [649,] 1.57807305 0.91248574
##  [650,] 2.45479878 0.56719277
##  [651,] 0.66083477 0.16732751
##  [652,] 0.52449934 0.17873578
##  [653,] 0.78478777 0.46246909
##  [654,] 0.65049125 0.88508332
##  [655,] 1.33722145 0.39202001
##  [656,] 0.18033362 0.44227229
##  [657,] 0.66236683 0.63789361
##  [658,] 0.30183645 0.43547933
##  [659,] 2.35371069 1.38045653
##  [660,] 0.66033933 0.94866896
##  [661,] 0.83437063 0.26023588
##  [662,] 0.83598490 0.42157427
##  [663,] 0.55439555 0.57661718
##  [664,] 0.92026035 0.82140517
##  [665,] 2.80203017 1.29326836
##  [666,] 0.90285861 1.77960407
##  [667,] 0.59242974 0.92181600
##  [668,] 0.53751216 1.20773824
##  [669,] 0.05858359 0.20264917
##  [670,] 0.03413871 3.01334421
##  [671,] 0.05101662 0.74320223
##  [672,] 1.46589186 1.68238043
##  [673,] 0.08849609 2.35697561
##  [674,] 1.16117973 0.58331481
##  [675,] 1.23027504 1.78233787
##  [676,] 0.15132700 1.28176126
##  [677,] 0.47484857 1.03872796
##  [678,] 0.60971658 0.45832488
##  [679,] 2.17315634 1.16669404
##  [680,] 2.26889625 0.78068196
##  [681,] 1.63409135 0.96416645
##  [682,] 0.47335978 0.57019654
##  [683,] 1.09328120 0.88399824
##  [684,] 0.56356296 0.69141240
##  [685,] 1.50633960 0.99448835
##  [686,] 1.24902123 0.45481591
##  [687,] 0.54683309 0.86739763
##  [688,] 1.00325596 1.04920532
##  [689,] 0.08817537 0.66569540
##  [690,] 0.13378564 0.68032611
##  [691,] 0.51475107 1.66914667
##  [692,] 4.08116902 0.27415007
##  [693,] 0.97125824 1.52274984
##  [694,] 1.93235585 0.19557655
##  [695,] 0.62512055 1.84892259
##  [696,] 1.02906436 0.38456456
##  [697,] 0.09486581 0.52944143
##  [698,] 0.37136184 0.83282896
##  [699,] 0.88210409 1.08429469
##  [700,] 0.79640232 1.10706898
##  [701,] 0.38320364 1.14454337
##  [702,] 0.30301592 0.55029323
##  [703,] 0.27946652 0.69386916
##  [704,] 1.02052253 0.79423793
##  [705,] 1.84092453 0.83369600
##  [706,] 1.40627333 0.48171651
##  [707,] 2.60170644 1.92438755
##  [708,] 0.21795218 0.50854598
##  [709,] 0.31681424 1.65884435
##  [710,] 0.56424237 0.33012892
##  [711,] 0.19321414 0.42576090
##  [712,] 0.12160295 0.08517345
##  [713,] 1.56584127 0.57951046
##  [714,] 0.92752106 1.33907799
##  [715,] 0.23363289 0.09669618
##  [716,] 1.29357495 0.69768997
##  [717,] 0.51752066 1.43526078
##  [718,] 0.42947039 1.14235579
##  [719,] 1.35696176 0.36406286
##  [720,] 0.98136035 0.95611388
##  [721,] 0.50569955 2.03339442
##  [722,] 0.14095241 4.07525754
##  [723,] 1.94972903 0.70828818
##  [724,] 2.30484450 1.73505044
##  [725,] 0.59890755 0.42636378
##  [726,] 0.49572937 1.56177032
##  [727,] 0.87521757 0.20642500
##  [728,] 0.10136018 1.89215591
##  [729,] 0.56110040 1.31295034
##  [730,] 0.62285450 0.26007898
##  [731,] 0.44045771 0.43646431
##  [732,] 0.25761896 1.43250182
##  [733,] 0.09067146 1.17201292
##  [734,] 0.17477269 0.39164190
##  [735,] 0.11446271 0.53034751
##  [736,] 0.44950468 0.52174633
##  [737,] 0.82143086 0.59203014
##  [738,] 0.33635342 0.49858798
##  [739,] 1.76985880 0.41171414
##  [740,] 0.76034275 0.88267745
##  [741,] 0.26412308 1.36551279
##  [742,] 1.03165145 0.85093771
##  [743,] 0.42798506 0.10343369
##  [744,] 0.57298379 1.86995032
##  [745,] 0.44616373 1.47109333
##  [746,] 0.20165812 1.75138962
##  [747,] 1.51409040 1.19169117
##  [748,] 2.38968417 1.73535035
##  [749,] 0.06027542 0.51865477
##  [750,] 1.80161744 1.44698224
##  [751,] 0.57243833 0.52400686
##  [752,] 0.81138808 0.25877781
##  [753,] 0.36853146 0.38042864
##  [754,] 1.79816326 1.21611341
##  [755,] 0.26324682 1.92952012
##  [756,] 0.93338932 1.61787812
##  [757,] 0.10332144 1.20815534
##  [758,] 0.67090016 0.24635832
##  [759,] 0.97429230 0.79895797
##  [760,] 0.39880861 1.31007229
##  [761,] 0.31945762 0.28191921
##  [762,] 0.55988387 1.21617179
##  [763,] 0.75172787 0.88960093
##  [764,] 1.34517078 1.21220032
##  [765,] 0.16461882 0.54827313
##  [766,] 0.31185815 0.58946403
##  [767,] 0.71880142 0.72733351
##  [768,] 0.30659200 0.24863040
##  [769,] 1.72464199 0.35533641
##  [770,] 1.40534054 2.24640357
##  [771,] 0.49224212 0.80597442
##  [772,] 0.35802257 0.52371114
##  [773,] 0.85380519 0.51686098
##  [774,] 0.81352208 0.46654972
##  [775,] 0.26572210 1.94777259
##  [776,] 0.37546923 1.28630671
##  [777,] 0.08107624 0.39355933
##  [778,] 1.16332133 0.85469054
##  [779,] 2.09768432 0.94318999
##  [780,] 0.58108464 0.86068216
##  [781,] 1.00207128 0.95312708
##  [782,] 0.24766205 0.07527353
##  [783,] 0.20917739 0.43985857
##  [784,] 1.42952811 1.84542096
##  [785,] 1.31723216 0.82559052
##  [786,] 3.52970734 0.71895583
##  [787,] 0.24481030 1.51381139
##  [788,] 0.80854520 0.92524518
##  [789,] 1.89284767 1.31953467
##  [790,] 2.16265264 0.46865954
##  [791,] 0.36521216 1.37854007
##  [792,] 0.85858808 1.96083169
##  [793,] 0.34860525 0.17035468
##  [794,] 0.50568048 1.63416972
##  [795,] 0.81521711 0.69925659
##  [796,] 0.35217051 0.48069125
##  [797,] 2.08658105 0.96853346
##  [798,] 0.75129865 0.64366115
##  [799,] 1.11057437 0.88399928
##  [800,] 0.07831054 1.04283739
##  [801,] 1.89473052 1.57966869
##  [802,] 1.01265603 0.52452902
##  [803,] 2.38941305 0.41006756
##  [804,] 4.49300138 1.95506686
##  [805,] 2.21508224 0.24592489
##  [806,] 0.27067345 0.11970625
##  [807,] 0.41743712 1.18374993
##  [808,] 0.25273426 1.24624396
##  [809,] 2.22850760 1.03815402
##  [810,] 0.98449520 0.33352274
##  [811,] 0.08321016 0.86022546
##  [812,] 1.26290887 0.86333901
##  [813,] 0.11623502 0.37944654
##  [814,] 0.34755431 5.38055808
##  [815,] 0.79908583 0.90501241
##  [816,] 0.70703382 0.40797705
##  [817,] 0.90413297 1.64939681
##  [818,] 1.19427614 0.72316162
##  [819,] 0.38173847 0.74170262
##  [820,] 0.98220375 1.77577037
##  [821,] 1.64783863 2.39128481
##  [822,] 0.37939767 0.35351368
##  [823,] 0.12201789 0.61802519
##  [824,] 0.56774520 0.59572286
##  [825,] 1.16919687 2.46855769
##  [826,] 0.56480423 0.76217314
##  [827,] 2.06225285 5.72262131
##  [828,] 0.43882406 0.65922537
##  [829,] 0.44325822 0.32000166
##  [830,] 1.14165866 0.61356968
##  [831,] 0.27292855 0.76629355
##  [832,] 1.94929785 0.19660303
##  [833,] 0.22731092 0.61788130
##  [834,] 1.11939611 0.36432372
##  [835,] 0.59904823 0.72269292
##  [836,] 1.26316700 0.28072266
##  [837,] 0.17963975 1.13094363
##  [838,] 0.14538879 0.36450852
##  [839,] 0.25090318 0.63620189
##  [840,] 1.15403039 1.94041040
##  [841,] 1.19641601 0.67057240
##  [842,] 0.60704004 0.69723727
##  [843,] 0.41670059 0.84056718
##  [844,] 0.26604589 1.59311477
##  [845,] 0.51536657 0.56655449
##  [846,] 2.86090216 0.99635661
##  [847,] 0.27971678 0.63510364
##  [848,] 0.15839714 1.66401540
##  [849,] 0.14042135 0.98581948
##  [850,] 1.28537408 0.55370070
##  [851,] 0.09610747 1.41492672
##  [852,] 0.32993226 0.49027404
##  [853,] 0.13812816 0.83937262
##  [854,] 0.16199446 0.86956832
##  [855,] 0.25078262 2.32213400
##  [856,] 2.08155968 0.60181606
##  [857,] 0.77918736 0.15593326
##  [858,] 0.76919643 1.33472430
##  [859,] 0.28244090 0.37481465
##  [860,] 0.37146125 3.01216280
##  [861,] 0.25905406 1.90772257
##  [862,] 0.54267727 2.21524944
##  [863,] 1.75092120 1.29858201
##  [864,] 0.88359502 0.55423534
##  [865,] 1.85204145 0.34140662
##  [866,] 0.68519880 0.52833768
##  [867,] 0.04962299 1.08196715
##  [868,] 0.19611031 0.72629000
##  [869,] 0.22891595 0.30572630
##  [870,] 0.67430814 1.91189017
##  [871,] 0.21626562 0.42300292
##  [872,] 1.21216464 2.79766533
##  [873,] 1.63902535 1.06385940
##  [874,] 1.18161533 1.54872199
##  [875,] 0.12201442 0.44460875
##  [876,] 1.37674811 2.39694023
##  [877,] 1.29570708 0.62037816
##  [878,] 0.45251255 1.71152563
##  [879,] 0.18630036 0.63006696
##  [880,] 3.69284754 1.45772644
##  [881,] 1.49386481 1.93359457
##  [882,] 1.81551406 0.30209233
##  [883,] 1.07335821 2.21062185
##  [884,] 1.17875699 0.65993932
##  [885,] 0.11121770 0.17355003
##  [886,] 0.48121047 2.83068090
##  [887,] 1.14085608 2.13224355
##  [888,] 0.34178288 0.55924898
##  [889,] 1.05211231 1.10712110
##  [890,] 0.64217930 0.73941006
##  [891,] 0.73116090 0.20183194
##  [892,] 2.73799667 1.48832104
##  [893,] 1.69611353 0.74671227
##  [894,] 1.86779432 1.19336931
##  [895,] 0.18649557 0.85500433
##  [896,] 1.43115180 0.23186710
##  [897,] 0.43962847 1.46545391
##  [898,] 0.34084045 0.33071861
##  [899,] 0.93421665 0.95025913
##  [900,] 0.02857092 1.52403429
##  [901,] 0.81906356 2.82186106
##  [902,] 4.07250718 0.82933577
##  [903,] 0.85155031 0.40348930
##  [904,] 4.13716134 0.99750108
##  [905,] 0.32914481 1.43700514
##  [906,] 1.18613266 0.34875555
##  [907,] 1.35133715 1.10491283
##  [908,] 1.46973565 0.73749053
##  [909,] 0.75830607 0.68688281
##  [910,] 0.64336804 1.33821510
##  [911,] 0.50279068 0.07114407
##  [912,] 2.17448424 0.86090003
##  [913,] 0.59946117 0.74545409
##  [914,] 1.96932896 0.94886000
##  [915,] 1.83545170 2.40999835
##  [916,] 1.29426702 0.39885215
##  [917,] 1.32346286 0.33027090
##  [918,] 0.28664655 0.89867308
##  [919,] 1.62177100 0.25485149
##  [920,] 1.38778666 1.13143883
##  [921,] 2.24590604 0.63921403
##  [922,] 0.93210946 0.93645429
##  [923,] 0.10345887 1.14087284
##  [924,] 0.47876733 0.54098684
##  [925,] 0.82495588 0.45458344
##  [926,] 0.19796409 0.13318364
##  [927,] 2.77738506 0.68207222
##  [928,] 0.66152298 1.58761069
##  [929,] 0.71323995 0.58289408
##  [930,] 0.80718482 2.85725051
##  [931,] 1.55766013 2.69977436
##  [932,] 0.32427152 1.89729873
##  [933,] 1.03570232 0.44969317
##  [934,] 0.87818157 0.78211971
##  [935,] 0.74135148 1.67445077
##  [936,] 0.62230499 0.65263081
##  [937,] 0.46139199 0.07153293
##  [938,] 0.26638057 0.86222191
##  [939,] 0.75769440 4.41877710
##  [940,] 0.68293970 0.52326417
##  [941,] 0.30638538 1.84149970
##  [942,] 0.44962264 2.17041757
##  [943,] 0.57362114 0.18915409
##  [944,] 1.39343480 0.93688910
##  [945,] 1.11025015 2.56542778
##  [946,] 0.28159405 1.10056048
##  [947,] 1.66727892 3.06720753
##  [948,] 3.15305335 1.44372080
##  [949,] 0.08364038 1.37065577
##  [950,] 2.75810904 1.02326522
##  [951,] 0.67564035 0.87968105
##  [952,] 2.24096679 0.49263395
##  [953,] 0.44039517 0.65239694
##  [954,] 0.56412626 1.33869214
##  [955,] 0.34572994 0.60563891
##  [956,] 0.17355307 0.53109409
##  [957,] 0.62805784 1.42390808
##  [958,] 4.36771912 0.89336806
##  [959,] 0.36060701 0.71371797
##  [960,] 1.15499171 1.03179773
##  [961,] 0.30535418 1.85286492
##  [962,] 1.65464327 3.63784187
##  [963,] 0.36666896 0.49369121
##  [964,] 1.71772424 0.56887270
##  [965,] 0.61090719 2.66841109
##  [966,] 0.63096963 0.66064059
##  [967,] 0.53184412 0.39865551
##  [968,] 1.27972396 1.73732726
##  [969,] 0.76027355 0.08650016
##  [970,] 0.74884018 2.21208109
##  [971,] 3.03781049 1.91598977
##  [972,] 0.43175070 0.49496590
##  [973,] 1.05250406 1.02944373
##  [974,] 1.16099649 1.49007681
##  [975,] 0.29010822 3.42308584
##  [976,] 0.46426026 2.18763736
##  [977,] 0.68139136 2.10027246
##  [978,] 1.41308039 0.73412535
##  [979,] 0.54088229 0.36506313
##  [980,] 0.29835208 1.10453747
##  [981,] 0.84712996 0.85373105
##  [982,] 1.41103403 0.24465857
##  [983,] 0.04790022 0.49299827
##  [984,] 0.22126864 1.23393189
##  [985,] 0.40356902 0.34037660
##  [986,] 1.08249016 0.96503644
##  [987,] 0.33057939 0.47470913
##  [988,] 0.72782975 0.60938227
##  [989,] 2.42772430 1.07726741
##  [990,] 0.21359215 1.44531414
##  [991,] 0.49493398 0.43519934
##  [992,] 4.23538880 2.48509392
##  [993,] 0.63229914 2.63766903
##  [994,] 0.68075648 0.26276643
##  [995,] 0.20648087 0.25820650
##  [996,] 0.24490997 0.24994639
##  [997,] 0.54828893 1.58501901
##  [998,] 2.31007681 0.17783612
##  [999,] 0.09882934 1.20847316
## [1000,] 1.13132179 0.49592516
## 
## $bootSSE
##            [,1]
##    [1,] 4268578
##    [2,] 4366310
##    [3,] 4089745
##    [4,] 3938336
##    [5,] 3671941
##    [6,] 3678170
##    [7,] 3895177
##    [8,] 3992219
##    [9,] 4074388
##   [10,] 4111443
##   [11,] 3711850
##   [12,] 3750169
##   [13,] 4057424
##   [14,] 3748397
##   [15,] 3937239
##   [16,] 4406066
##   [17,] 4176967
##   [18,] 4156312
##   [19,] 3834746
##   [20,] 4222276
##   [21,] 3868560
##   [22,] 4536939
##   [23,] 4189857
##   [24,] 3924084
##   [25,] 4117546
##   [26,] 3917001
##   [27,] 3606397
##   [28,] 3986758
##   [29,] 3875704
##   [30,] 4067243
##   [31,] 3979157
##   [32,] 3943220
##   [33,] 4051919
##   [34,] 4118647
##   [35,] 4102827
##   [36,] 3899000
##   [37,] 4161653
##   [38,] 3999076
##   [39,] 4155552
##   [40,] 3994863
##   [41,] 3867148
##   [42,] 4296130
##   [43,] 4223775
##   [44,] 3645431
##   [45,] 4012945
##   [46,] 3826009
##   [47,] 4165805
##   [48,] 4058594
##   [49,] 3889055
##   [50,] 4429264
##   [51,] 4303808
##   [52,] 3746345
##   [53,] 3957416
##   [54,] 4012233
##   [55,] 4010138
##   [56,] 4297284
##   [57,] 4182738
##   [58,] 3737562
##   [59,] 3935548
##   [60,] 4246082
##   [61,] 3973391
##   [62,] 4012028
##   [63,] 4098048
##   [64,] 3766440
##   [65,] 3932806
##   [66,] 4281461
##   [67,] 4043926
##   [68,] 3929836
##   [69,] 4217128
##   [70,] 4020091
##   [71,] 3849898
##   [72,] 3859092
##   [73,] 4034216
##   [74,] 4350079
##   [75,] 3760402
##   [76,] 4059218
##   [77,] 3986199
##   [78,] 3949520
##   [79,] 3798460
##   [80,] 3935363
##   [81,] 3615663
##   [82,] 4038077
##   [83,] 3784350
##   [84,] 4132300
##   [85,] 4265450
##   [86,] 3877001
##   [87,] 3699659
##   [88,] 4094682
##   [89,] 3938753
##   [90,] 3963362
##   [91,] 4022321
##   [92,] 3871948
##   [93,] 3638508
##   [94,] 4017335
##   [95,] 3888574
##   [96,] 3893398
##   [97,] 3623236
##   [98,] 4049334
##   [99,] 3891298
##  [100,] 3824656
##  [101,] 3842611
##  [102,] 4154800
##  [103,] 4240735
##  [104,] 3752821
##  [105,] 3676418
##  [106,] 3997034
##  [107,] 3911871
##  [108,] 3914753
##  [109,] 3819424
##  [110,] 4066059
##  [111,] 4056860
##  [112,] 4114449
##  [113,] 3846451
##  [114,] 3970716
##  [115,] 3939888
##  [116,] 3701444
##  [117,] 4080595
##  [118,] 3560843
##  [119,] 3862238
##  [120,] 4109746
##  [121,] 4466283
##  [122,] 4049088
##  [123,] 4246069
##  [124,] 4092461
##  [125,] 4172199
##  [126,] 3775237
##  [127,] 3701574
##  [128,] 3980474
##  [129,] 4321460
##  [130,] 4111483
##  [131,] 3939719
##  [132,] 4162515
##  [133,] 3957143
##  [134,] 3873941
##  [135,] 3964387
##  [136,] 4083497
##  [137,] 4185491
##  [138,] 4015902
##  [139,] 4483974
##  [140,] 3824302
##  [141,] 4121416
##  [142,] 3651544
##  [143,] 3881760
##  [144,] 4206726
##  [145,] 4311420
##  [146,] 3950287
##  [147,] 3928717
##  [148,] 3949656
##  [149,] 4169995
##  [150,] 4041593
##  [151,] 3953728
##  [152,] 3871698
##  [153,] 3849612
##  [154,] 3955179
##  [155,] 3891013
##  [156,] 4152635
##  [157,] 3812697
##  [158,] 3766713
##  [159,] 4029732
##  [160,] 4006109
##  [161,] 4336796
##  [162,] 4297120
##  [163,] 4181841
##  [164,] 4136025
##  [165,] 4126817
##  [166,] 4046211
##  [167,] 3971828
##  [168,] 3743569
##  [169,] 4034948
##  [170,] 4048746
##  [171,] 3955919
##  [172,] 3800065
##  [173,] 4013175
##  [174,] 3880911
##  [175,] 4029667
##  [176,] 4108675
##  [177,] 3695123
##  [178,] 4248972
##  [179,] 4411876
##  [180,] 4164451
##  [181,] 3967893
##  [182,] 4063336
##  [183,] 4121683
##  [184,] 3914692
##  [185,] 3991690
##  [186,] 4216906
##  [187,] 3910274
##  [188,] 4228181
##  [189,] 3861763
##  [190,] 3923064
##  [191,] 3856729
##  [192,] 3855790
##  [193,] 4018874
##  [194,] 3952547
##  [195,] 4058882
##  [196,] 3868318
##  [197,] 4180292
##  [198,] 4006714
##  [199,] 3883340
##  [200,] 3936198
##  [201,] 3666517
##  [202,] 4268164
##  [203,] 3840103
##  [204,] 4220945
##  [205,] 4357578
##  [206,] 4156289
##  [207,] 3618743
##  [208,] 3679042
##  [209,] 3671987
##  [210,] 4098330
##  [211,] 3888823
##  [212,] 3812217
##  [213,] 4225775
##  [214,] 4134855
##  [215,] 4283658
##  [216,] 4176704
##  [217,] 4069629
##  [218,] 4240823
##  [219,] 3643778
##  [220,] 4149352
##  [221,] 3757382
##  [222,] 4311924
##  [223,] 3951665
##  [224,] 4019000
##  [225,] 4070610
##  [226,] 4027278
##  [227,] 3993193
##  [228,] 3839373
##  [229,] 3448817
##  [230,] 3775578
##  [231,] 3892757
##  [232,] 4351919
##  [233,] 4478676
##  [234,] 3987752
##  [235,] 4334648
##  [236,] 3760254
##  [237,] 4251558
##  [238,] 3853441
##  [239,] 3735942
##  [240,] 3726780
##  [241,] 3972214
##  [242,] 4089697
##  [243,] 3763855
##  [244,] 3927675
##  [245,] 4074550
##  [246,] 4194658
##  [247,] 3764973
##  [248,] 3848977
##  [249,] 4021538
##  [250,] 3531013
##  [251,] 4190087
##  [252,] 4072480
##  [253,] 4131063
##  [254,] 4189751
##  [255,] 4190236
##  [256,] 3830684
##  [257,] 4070853
##  [258,] 3607892
##  [259,] 3784056
##  [260,] 4334806
##  [261,] 4241234
##  [262,] 4086046
##  [263,] 4251287
##  [264,] 4022946
##  [265,] 3892912
##  [266,] 4081874
##  [267,] 3851724
##  [268,] 3879076
##  [269,] 3804577
##  [270,] 3919180
##  [271,] 3773580
##  [272,] 4058473
##  [273,] 3922821
##  [274,] 3993414
##  [275,] 4010846
##  [276,] 3843235
##  [277,] 3825535
##  [278,] 3999017
##  [279,] 4100398
##  [280,] 3960622
##  [281,] 4082506
##  [282,] 3823948
##  [283,] 3720016
##  [284,] 4138498
##  [285,] 3938390
##  [286,] 3737246
##  [287,] 3810749
##  [288,] 4065193
##  [289,] 4058958
##  [290,] 3732355
##  [291,] 3924339
##  [292,] 3731011
##  [293,] 4014272
##  [294,] 3946444
##  [295,] 4041124
##  [296,] 4166719
##  [297,] 3849737
##  [298,] 4059627
##  [299,] 3839917
##  [300,] 3841599
##  [301,] 4206941
##  [302,] 4348586
##  [303,] 4174370
##  [304,] 3910717
##  [305,] 3873157
##  [306,] 3859093
##  [307,] 3869990
##  [308,] 4142974
##  [309,] 4232945
##  [310,] 3774921
##  [311,] 3846225
##  [312,] 4032614
##  [313,] 3824436
##  [314,] 3691650
##  [315,] 3592329
##  [316,] 3976116
##  [317,] 3817858
##  [318,] 4294630
##  [319,] 3929254
##  [320,] 3885692
##  [321,] 4440102
##  [322,] 4014991
##  [323,] 3696833
##  [324,] 4237041
##  [325,] 4189137
##  [326,] 4121518
##  [327,] 3860017
##  [328,] 4129108
##  [329,] 3866824
##  [330,] 3879105
##  [331,] 3816286
##  [332,] 3811172
##  [333,] 4176401
##  [334,] 4173833
##  [335,] 4003901
##  [336,] 4055933
##  [337,] 3738055
##  [338,] 3535050
##  [339,] 3876134
##  [340,] 3750780
##  [341,] 3756702
##  [342,] 4100450
##  [343,] 4225519
##  [344,] 4051821
##  [345,] 3960934
##  [346,] 4053709
##  [347,] 3953281
##  [348,] 3996273
##  [349,] 3915845
##  [350,] 4046139
##  [351,] 3945338
##  [352,] 3864725
##  [353,] 3806885
##  [354,] 3995654
##  [355,] 4188025
##  [356,] 4045131
##  [357,] 4063544
##  [358,] 3789200
##  [359,] 4214393
##  [360,] 4324308
##  [361,] 3886869
##  [362,] 3914147
##  [363,] 3505304
##  [364,] 4109704
##  [365,] 3958087
##  [366,] 3931743
##  [367,] 4112776
##  [368,] 3834185
##  [369,] 4087066
##  [370,] 3609538
##  [371,] 4295514
##  [372,] 4235665
##  [373,] 4390285
##  [374,] 4235102
##  [375,] 3982259
##  [376,] 3821069
##  [377,] 3943382
##  [378,] 4248230
##  [379,] 3567554
##  [380,] 3869116
##  [381,] 3723155
##  [382,] 4328056
##  [383,] 4035971
##  [384,] 4182628
##  [385,] 4346593
##  [386,] 3832400
##  [387,] 3878652
##  [388,] 3641911
##  [389,] 4368982
##  [390,] 4047631
##  [391,] 3861176
##  [392,] 4176483
##  [393,] 4412669
##  [394,] 3842112
##  [395,] 3861673
##  [396,] 4107652
##  [397,] 3998754
##  [398,] 3800336
##  [399,] 3867867
##  [400,] 4305580
##  [401,] 4187057
##  [402,] 3375012
##  [403,] 4159392
##  [404,] 4029725
##  [405,] 3794844
##  [406,] 4465512
##  [407,] 3854364
##  [408,] 4083631
##  [409,] 3692807
##  [410,] 3836290
##  [411,] 4027218
##  [412,] 3898667
##  [413,] 3599895
##  [414,] 3656044
##  [415,] 3875872
##  [416,] 3705881
##  [417,] 3577425
##  [418,] 4005651
##  [419,] 4020168
##  [420,] 4016675
##  [421,] 3956582
##  [422,] 3722024
##  [423,] 3965305
##  [424,] 3873484
##  [425,] 3922858
##  [426,] 3907804
##  [427,] 4082999
##  [428,] 3959075
##  [429,] 3692953
##  [430,] 3930418
##  [431,] 3793880
##  [432,] 4073933
##  [433,] 4140815
##  [434,] 4127674
##  [435,] 4135931
##  [436,] 4018843
##  [437,] 3717744
##  [438,] 3971079
##  [439,] 3985594
##  [440,] 3962750
##  [441,] 3592574
##  [442,] 3840828
##  [443,] 3687282
##  [444,] 3870813
##  [445,] 4230290
##  [446,] 3912720
##  [447,] 3933252
##  [448,] 3487161
##  [449,] 3670734
##  [450,] 4039419
##  [451,] 4139157
##  [452,] 3858917
##  [453,] 4028857
##  [454,] 3630886
##  [455,] 4195197
##  [456,] 3665176
##  [457,] 4016735
##  [458,] 3971770
##  [459,] 4003632
##  [460,] 3630115
##  [461,] 4119951
##  [462,] 3652897
##  [463,] 4184406
##  [464,] 3889483
##  [465,] 4171687
##  [466,] 4132880
##  [467,] 4116713
##  [468,] 4086757
##  [469,] 3595702
##  [470,] 4083548
##  [471,] 3958465
##  [472,] 4099285
##  [473,] 4062482
##  [474,] 4034146
##  [475,] 4046002
##  [476,] 3882411
##  [477,] 3800694
##  [478,] 3745766
##  [479,] 4375230
##  [480,] 3978273
##  [481,] 4010073
##  [482,] 4110792
##  [483,] 3940360
##  [484,] 4246602
##  [485,] 3728275
##  [486,] 4159421
##  [487,] 4081732
##  [488,] 4032760
##  [489,] 3962831
##  [490,] 4169077
##  [491,] 3991521
##  [492,] 3843828
##  [493,] 3741739
##  [494,] 4444602
##  [495,] 3801000
##  [496,] 3621667
##  [497,] 4082749
##  [498,] 4224285
##  [499,] 3841833
##  [500,] 4159163
##  [501,] 4082738
##  [502,] 3728506
##  [503,] 3670589
##  [504,] 3915850
##  [505,] 3972973
##  [506,] 3762180
##  [507,] 3995589
##  [508,] 3984182
##  [509,] 3694981
##  [510,] 4198296
##  [511,] 3669627
##  [512,] 3963098
##  [513,] 3900284
##  [514,] 3998297
##  [515,] 3877865
##  [516,] 3921591
##  [517,] 4043886
##  [518,] 3993241
##  [519,] 4179779
##  [520,] 4174410
##  [521,] 3971111
##  [522,] 3480019
##  [523,] 4246672
##  [524,] 3980972
##  [525,] 4007567
##  [526,] 4135633
##  [527,] 3967792
##  [528,] 3998789
##  [529,] 4125043
##  [530,] 3939184
##  [531,] 3653568
##  [532,] 3573580
##  [533,] 3793542
##  [534,] 3817315
##  [535,] 4074820
##  [536,] 3767268
##  [537,] 4083842
##  [538,] 3959967
##  [539,] 3772717
##  [540,] 3876008
##  [541,] 4140765
##  [542,] 3717368
##  [543,] 3484577
##  [544,] 4122975
##  [545,] 4397504
##  [546,] 4364204
##  [547,] 4297109
##  [548,] 3783098
##  [549,] 3773467
##  [550,] 4039761
##  [551,] 4136697
##  [552,] 4110231
##  [553,] 4096412
##  [554,] 4268390
##  [555,] 4022828
##  [556,] 3783863
##  [557,] 4057127
##  [558,] 4562895
##  [559,] 3661008
##  [560,] 4092500
##  [561,] 4167718
##  [562,] 3850644
##  [563,] 4060031
##  [564,] 3886691
##  [565,] 4016439
##  [566,] 3967261
##  [567,] 3678676
##  [568,] 4502993
##  [569,] 4281752
##  [570,] 3681392
##  [571,] 3661535
##  [572,] 3995538
##  [573,] 4100405
##  [574,] 3750397
##  [575,] 4142123
##  [576,] 4197964
##  [577,] 3888864
##  [578,] 4347147
##  [579,] 4208394
##  [580,] 4121669
##  [581,] 3750031
##  [582,] 3866431
##  [583,] 3973447
##  [584,] 4219565
##  [585,] 4012153
##  [586,] 3622159
##  [587,] 3891745
##  [588,] 4059863
##  [589,] 4149310
##  [590,] 3833676
##  [591,] 3835585
##  [592,] 3814232
##  [593,] 3897340
##  [594,] 3866787
##  [595,] 3888242
##  [596,] 3960817
##  [597,] 4383372
##  [598,] 3922873
##  [599,] 3722988
##  [600,] 3643451
##  [601,] 3763705
##  [602,] 4050307
##  [603,] 4023784
##  [604,] 3990494
##  [605,] 3719214
##  [606,] 3996474
##  [607,] 3933864
##  [608,] 3864923
##  [609,] 4193401
##  [610,] 3757688
##  [611,] 3867491
##  [612,] 3949830
##  [613,] 4022487
##  [614,] 3894364
##  [615,] 3968130
##  [616,] 4440395
##  [617,] 4147851
##  [618,] 4209092
##  [619,] 4115123
##  [620,] 3737988
##  [621,] 4329372
##  [622,] 3838369
##  [623,] 3927187
##  [624,] 4094700
##  [625,] 4043604
##  [626,] 3854134
##  [627,] 4474230
##  [628,] 3923626
##  [629,] 4221642
##  [630,] 3941326
##  [631,] 3489868
##  [632,] 3990761
##  [633,] 3837080
##  [634,] 3965001
##  [635,] 4273568
##  [636,] 3901897
##  [637,] 4119657
##  [638,] 4218680
##  [639,] 4206356
##  [640,] 4432453
##  [641,] 3923928
##  [642,] 3921248
##  [643,] 3983953
##  [644,] 3746111
##  [645,] 3993885
##  [646,] 4016288
##  [647,] 4129313
##  [648,] 3880758
##  [649,] 3789170
##  [650,] 4047552
##  [651,] 4276406
##  [652,] 3843244
##  [653,] 4135837
##  [654,] 3822663
##  [655,] 3899541
##  [656,] 4439117
##  [657,] 4018753
##  [658,] 3775546
##  [659,] 4065950
##  [660,] 3969858
##  [661,] 3939375
##  [662,] 3629316
##  [663,] 3787768
##  [664,] 3875877
##  [665,] 3834189
##  [666,] 4116285
##  [667,] 4003095
##  [668,] 3582166
##  [669,] 3945762
##  [670,] 4116233
##  [671,] 3867848
##  [672,] 3933002
##  [673,] 4004143
##  [674,] 4045461
##  [675,] 3941824
##  [676,] 4041124
##  [677,] 3784593
##  [678,] 3919449
##  [679,] 4050808
##  [680,] 4062734
##  [681,] 4306304
##  [682,] 3777790
##  [683,] 3922924
##  [684,] 3648687
##  [685,] 3905555
##  [686,] 3829264
##  [687,] 3881721
##  [688,] 3831526
##  [689,] 3742789
##  [690,] 3946761
##  [691,] 4113842
##  [692,] 4307474
##  [693,] 3776690
##  [694,] 4130716
##  [695,] 3858739
##  [696,] 3730429
##  [697,] 4274057
##  [698,] 4017538
##  [699,] 4266242
##  [700,] 3818873
##  [701,] 3881666
##  [702,] 3796835
##  [703,] 3663750
##  [704,] 3798398
##  [705,] 3729685
##  [706,] 4113413
##  [707,] 4446953
##  [708,] 3981803
##  [709,] 3910957
##  [710,] 3974362
##  [711,] 3863041
##  [712,] 3866630
##  [713,] 4162425
##  [714,] 4327911
##  [715,] 3852016
##  [716,] 4180938
##  [717,] 3856152
##  [718,] 3865116
##  [719,] 4072943
##  [720,] 3998966
##  [721,] 3657957
##  [722,] 4304797
##  [723,] 4076405
##  [724,] 4244926
##  [725,] 4126309
##  [726,] 4065436
##  [727,] 4183489
##  [728,] 3899733
##  [729,] 4050241
##  [730,] 3937451
##  [731,] 4103050
##  [732,] 4077925
##  [733,] 4074814
##  [734,] 4089648
##  [735,] 3907644
##  [736,] 3593442
##  [737,] 4023730
##  [738,] 4070567
##  [739,] 3536108
##  [740,] 3999630
##  [741,] 3707226
##  [742,] 3432700
##  [743,] 3960117
##  [744,] 3832675
##  [745,] 3823505
##  [746,] 3825555
##  [747,] 4040271
##  [748,] 4149422
##  [749,] 4359471
##  [750,] 4244687
##  [751,] 3805518
##  [752,] 3898318
##  [753,] 4020396
##  [754,] 4147413
##  [755,] 4098555
##  [756,] 4269345
##  [757,] 4200710
##  [758,] 3931932
##  [759,] 4012644
##  [760,] 3513630
##  [761,] 4140437
##  [762,] 4459905
##  [763,] 4089905
##  [764,] 4476637
##  [765,] 3735212
##  [766,] 4172661
##  [767,] 4249390
##  [768,] 3842454
##  [769,] 3936821
##  [770,] 3821876
##  [771,] 4201981
##  [772,] 3883245
##  [773,] 4096145
##  [774,] 3747138
##  [775,] 3917330
##  [776,] 4067863
##  [777,] 3972984
##  [778,] 4097811
##  [779,] 3926601
##  [780,] 3900844
##  [781,] 4112006
##  [782,] 4100567
##  [783,] 4138453
##  [784,] 3932250
##  [785,] 3984216
##  [786,] 3840916
##  [787,] 4343000
##  [788,] 3872026
##  [789,] 4231552
##  [790,] 4031936
##  [791,] 4026713
##  [792,] 4246382
##  [793,] 4153356
##  [794,] 4379762
##  [795,] 3834485
##  [796,] 4237419
##  [797,] 4173658
##  [798,] 3716976
##  [799,] 4241020
##  [800,] 3887618
##  [801,] 3771567
##  [802,] 4219179
##  [803,] 3563006
##  [804,] 3929595
##  [805,] 3732962
##  [806,] 3741777
##  [807,] 3943139
##  [808,] 4062628
##  [809,] 3826717
##  [810,] 4302662
##  [811,] 4234553
##  [812,] 4176771
##  [813,] 4450677
##  [814,] 4292156
##  [815,] 3727167
##  [816,] 4223706
##  [817,] 3796230
##  [818,] 3761532
##  [819,] 3744854
##  [820,] 3747235
##  [821,] 4092394
##  [822,] 3924313
##  [823,] 4080060
##  [824,] 3864363
##  [825,] 3866596
##  [826,] 4002550
##  [827,] 3933917
##  [828,] 3894805
##  [829,] 3916124
##  [830,] 3597625
##  [831,] 3871967
##  [832,] 3514967
##  [833,] 4060119
##  [834,] 4103082
##  [835,] 3619207
##  [836,] 3708671
##  [837,] 4082429
##  [838,] 4460938
##  [839,] 4182418
##  [840,] 3999053
##  [841,] 4040080
##  [842,] 4073059
##  [843,] 4024992
##  [844,] 3755601
##  [845,] 3637268
##  [846,] 3979637
##  [847,] 4019904
##  [848,] 4076209
##  [849,] 3895458
##  [850,] 3901029
##  [851,] 3697347
##  [852,] 4175826
##  [853,] 4045926
##  [854,] 3927569
##  [855,] 3837971
##  [856,] 4059245
##  [857,] 3880722
##  [858,] 4071133
##  [859,] 3952628
##  [860,] 3674418
##  [861,] 3772987
##  [862,] 3862506
##  [863,] 3977641
##  [864,] 3923997
##  [865,] 4327300
##  [866,] 3830271
##  [867,] 3895652
##  [868,] 4126154
##  [869,] 4575981
##  [870,] 4058711
##  [871,] 3785599
##  [872,] 4295862
##  [873,] 3832973
##  [874,] 3632969
##  [875,] 3835928
##  [876,] 3696303
##  [877,] 3849737
##  [878,] 3854710
##  [879,] 4232097
##  [880,] 4016702
##  [881,] 3777801
##  [882,] 3844959
##  [883,] 3806123
##  [884,] 4270956
##  [885,] 3996528
##  [886,] 3935357
##  [887,] 3704237
##  [888,] 3942958
##  [889,] 4025792
##  [890,] 3845352
##  [891,] 4005404
##  [892,] 4004215
##  [893,] 3810729
##  [894,] 4139144
##  [895,] 3931848
##  [896,] 4386815
##  [897,] 4312616
##  [898,] 3563561
##  [899,] 3909721
##  [900,] 4083455
##  [901,] 4330247
##  [902,] 4130437
##  [903,] 4005856
##  [904,] 4184216
##  [905,] 4092789
##  [906,] 3815164
##  [907,] 4201668
##  [908,] 4020482
##  [909,] 3950040
##  [910,] 3896824
##  [911,] 3860819
##  [912,] 3965604
##  [913,] 3799473
##  [914,] 4181647
##  [915,] 3870578
##  [916,] 3948830
##  [917,] 4153433
##  [918,] 3897786
##  [919,] 4095331
##  [920,] 4158042
##  [921,] 3949716
##  [922,] 4117319
##  [923,] 3619528
##  [924,] 3895231
##  [925,] 3721750
##  [926,] 3945248
##  [927,] 3764331
##  [928,] 4099628
##  [929,] 4074708
##  [930,] 3920302
##  [931,] 3754801
##  [932,] 3789041
##  [933,] 3889219
##  [934,] 3767508
##  [935,] 3955237
##  [936,] 3974133
##  [937,] 4184676
##  [938,] 3887394
##  [939,] 4110059
##  [940,] 3822630
##  [941,] 4107732
##  [942,] 4526067
##  [943,] 3633081
##  [944,] 3494393
##  [945,] 4099903
##  [946,] 4024688
##  [947,] 3828021
##  [948,] 4261081
##  [949,] 4365752
##  [950,] 3593536
##  [951,] 4144087
##  [952,] 4068538
##  [953,] 4116762
##  [954,] 4039707
##  [955,] 3858631
##  [956,] 4190310
##  [957,] 3948996
##  [958,] 3723543
##  [959,] 4030974
##  [960,] 3561059
##  [961,] 3916881
##  [962,] 4082573
##  [963,] 4093806
##  [964,] 3688503
##  [965,] 3532486
##  [966,] 3959069
##  [967,] 3760111
##  [968,] 4014809
##  [969,] 3787899
##  [970,] 3901843
##  [971,] 3923746
##  [972,] 3836415
##  [973,] 3805790
##  [974,] 3657426
##  [975,] 3923188
##  [976,] 3968670
##  [977,] 4109354
##  [978,] 4077379
##  [979,] 4184081
##  [980,] 4278783
##  [981,] 3914515
##  [982,] 3745503
##  [983,] 4014878
##  [984,] 4279307
##  [985,] 4134035
##  [986,] 4263103
##  [987,] 4416581
##  [988,] 3999727
##  [989,] 3981147
##  [990,] 3752924
##  [991,] 4056381
##  [992,] 4132702
##  [993,] 3803265
##  [994,] 4049724
##  [995,] 3747820
##  [996,] 3952176
##  [997,] 3699388
##  [998,] 3878281
##  [999,] 4147387
## [1000,] 4123493
## 
## $bootSSTr
##               [,1]       [,2]
##    [1,]  5217.4300  6042.1732
##    [2,]  4727.4676  3588.8392
##    [3,]  7975.0077  1127.5044
##    [4,]   101.4466   573.8954
##    [5,]  4915.7701  3552.9705
##    [6,]   456.2591  5898.1105
##    [7,]   839.0218  3390.7422
##    [8,]  4126.0449  6104.0439
##    [9,]  4796.0102  1650.4744
##   [10,]  9104.8779 11767.8450
##   [11,]  4164.4892  5454.6134
##   [12,] 14679.4365  4546.0470
##   [13,]  5537.8969  6099.9255
##   [14,]  1787.3173  2685.7506
##   [15,] 12063.3348 15842.7999
##   [16,]  3332.7918  7285.2557
##   [17,] 10713.2944   979.5732
##   [18,]   333.6661  3054.8640
##   [19,]  1449.4722  2727.7458
##   [20,]  3482.3001  3988.0875
##   [21,]  3276.4025  2779.1953
##   [22,]  3892.4030 15711.9786
##   [23,]  1729.3398  4376.3275
##   [24,]  2552.3647  1767.2632
##   [25,]  7943.0569  4666.8433
##   [26,]  8939.7575  3648.1703
##   [27,]  8905.8569 12196.7320
##   [28,] 13673.4609  6545.3594
##   [29,]  2919.9784  4434.8342
##   [30,]  6843.1779  2076.8805
##   [31,]  2731.9183 11029.4130
##   [32,]   892.2310  3835.7440
##   [33,]  4771.2244  8271.3101
##   [34,]  5190.0417 10248.5656
##   [35,]   632.4670  2060.4035
##   [36,] 13125.2625  6823.0051
##   [37,]  5573.9451  7173.6499
##   [38,] 11175.7799   554.7983
##   [39,]  3105.5697  3316.1079
##   [40,]   750.3118 10109.7801
##   [41,]  3382.6499  4615.8723
##   [42,]  5755.1833  3603.1137
##   [43,]  6297.4112  6394.5479
##   [44,]  2597.7004  6276.6060
##   [45,]  3835.3111  8881.6659
##   [46,]  1306.3688   314.9167
##   [47,] 20186.5928  1531.9557
##   [48,]  4470.4092  8314.6326
##   [49,]  2132.2962  5863.3511
##   [50,]  8330.3411  6398.6311
##   [51,]  4346.5902  3786.7184
##   [52,]  3176.2248  1599.5947
##   [53,]  2059.0342  4408.1244
##   [54,]  4879.7730  1398.9947
##   [55,]  4399.9059  5327.4194
##   [56,]  7641.7638  2810.2383
##   [57,]  7928.1321  2989.3557
##   [58,]  1927.8185  1982.1127
##   [59,]  4031.3051  4608.6101
##   [60,]  8545.7097  5540.5008
##   [61,]  3887.1771  6366.3959
##   [62,]   656.9376  3518.9863
##   [63,]  1631.6679  1741.0559
##   [64,]  1929.4749  5033.2836
##   [65,]   880.1020  1602.7270
##   [66,]  6240.6810  1042.5767
##   [67,]   335.7933  2260.0260
##   [68,]  9579.0956 10005.0298
##   [69,]  1673.9297 12318.8700
##   [70,]  6129.2713  4173.9990
##   [71,]  7365.2468  6031.1980
##   [72,]  3762.4616  2678.4895
##   [73,]  5667.3756  2963.1969
##   [74,] 20773.2024  3597.5516
##   [75,]  7271.2461  3615.1208
##   [76,]   366.1560  4303.5988
##   [77,] 11648.0837  6897.0627
##   [78,] 10320.1201  4506.4594
##   [79,]  3712.9189  6428.6730
##   [80,]  6467.7134 13302.5549
##   [81,]  6740.6837  5428.0725
##   [82,]  1960.9922  5913.4589
##   [83,] 11565.0941  6859.1630
##   [84,]  2769.6142  8770.3594
##   [85,]  3551.5374 11085.1982
##   [86,]  9675.6856  4899.6121
##   [87,]  2996.8424  7634.2996
##   [88,]  2188.1002  4224.7691
##   [89,] 11075.8811  3691.3824
##   [90,]  8947.8301  5044.4590
##   [91,]  8850.8968  7543.5221
##   [92,]  7457.1093  9046.7612
##   [93,]  5264.6356  5816.4137
##   [94,]  2072.3989  6650.5840
##   [95,]  8056.6184  3084.6535
##   [96,]  6192.3645  8748.7710
##   [97,]  4059.0259  7138.6090
##   [98,]  7257.7388  8214.7700
##   [99,]  7703.9637  1629.3130
##  [100,]  4570.1132  9061.1047
##  [101,]  3587.1345   673.4679
##  [102,]  7654.0687  5932.9677
##  [103,] 11360.5514  2209.5535
##  [104,]  4804.3353  1919.3878
##  [105,]  5457.1737   715.2316
##  [106,]  8458.0249  3311.4652
##  [107,] 11800.2248  4269.8691
##  [108,]  8998.5157 14169.1473
##  [109,]  1119.8599  3416.5343
##  [110,]  5236.4772  4965.8712
##  [111,]  2486.1166  5141.1074
##  [112,]  1145.6072  1095.2549
##  [113,]  4526.6953  1468.0584
##  [114,]  4397.4249  4563.4791
##  [115,]  2730.3901  8911.1533
##  [116,]  3174.9284  4938.2785
##  [117,]  2222.4344  5697.7577
##  [118,]  6861.6319  2758.0857
##  [119,]  2983.8325  5460.6819
##  [120,]  4121.9383  4336.1749
##  [121,]   638.1770  2968.2263
##  [122,]   582.1800  7794.6918
##  [123,]   887.4345 12053.1581
##  [124,]   781.0091  1364.8137
##  [125,]  4303.4696  4363.7940
##  [126,]  1887.1610  2007.2768
##  [127,]  1422.4899  3664.8026
##  [128,]  5621.2427  3927.2083
##  [129,]  6744.0968  6492.0926
##  [130,]   272.4956   874.3260
##  [131,]  6441.6670 19211.5250
##  [132,]  3168.1560  6152.9596
##  [133,]  8822.2910   844.5418
##  [134,]  7956.2780  2210.8464
##  [135,] 14610.0494 12403.7759
##  [136,]  4050.5723 18495.5154
##  [137,]  6726.8486 13933.2803
##  [138,]  7575.7860  1305.1640
##  [139,]  7058.5142  4274.4466
##  [140,]  4082.9620  4022.2396
##  [141,]  7788.4967  9538.5987
##  [142,] 12993.8015  1619.9580
##  [143,]  6136.7697  1426.7647
##  [144,]   340.1199  8298.1403
##  [145,]  7933.5882  8779.5715
##  [146,] 10704.9418  8585.3268
##  [147,] 22076.8647  2299.9893
##  [148,]  1392.7284 18451.1324
##  [149,] 12457.7209  8860.8662
##  [150,]  4288.4348  2734.1884
##  [151,]  1673.6026  4027.0052
##  [152,]  9483.7140  5563.1358
##  [153,]  3387.6381  1438.8510
##  [154,] 13235.2843  3414.1519
##  [155,] 24913.4602  5135.4350
##  [156,]  1855.0098  1371.5580
##  [157,]  3367.6514  6102.7097
##  [158,]  1621.8631  4766.5792
##  [159,]  4888.2415  7514.4626
##  [160,]   677.2541  3189.7953
##  [161,]  2252.4805  4687.2107
##  [162,]  8353.0129  4540.9544
##  [163,]  5076.2511  5518.7363
##  [164,]  3226.2064  1324.1277
##  [165,]  6028.7061  2400.9416
##  [166,]  1432.3802  1402.0576
##  [167,]  1531.6190 25615.8960
##  [168,]  3909.3446   860.3774
##  [169,]  3609.5697  4867.3300
##  [170,]  1823.6131  4026.0678
##  [171,]  8440.3456 17374.1176
##  [172,]   589.6279  5763.6583
##  [173,]  6880.4115 14370.3304
##  [174,]  5591.7541  2788.0593
##  [175,]  1630.9861  7360.2955
##  [176,]  7178.0487  7512.1775
##  [177,]  8998.7618  9027.0577
##  [178,]  2366.7208  5402.5071
##  [179,] 19802.3957  6924.9318
##  [180,]  7881.4695  6147.3931
##  [181,]  7715.9297   335.6987
##  [182,]  5098.6194   713.1004
##  [183,]  2906.3653  2894.9007
##  [184,]  1426.4552  1105.6762
##  [185,]  2648.7970  3091.1105
##  [186,]  2548.9797  3180.9010
##  [187,]  4034.9398 14488.8582
##  [188,]  4880.1626 12230.1005
##  [189,]  7734.8694   825.7091
##  [190,]   257.0958  3874.0342
##  [191,] 17843.6664  8638.6437
##  [192,]  5644.3225  1633.4983
##  [193,]  2522.7502  1995.4712
##  [194,]  3874.0924  2752.1740
##  [195,] 13597.3246  7005.5295
##  [196,]  8986.0337  9259.5278
##  [197,]  5773.7030  3443.3004
##  [198,]   201.9726  8775.3016
##  [199,]  6262.0563  1471.5121
##  [200,]  4985.9731  7745.0978
##  [201,]  8515.3697  5232.1747
##  [202,]   919.9764  9207.5316
##  [203,]  6154.2977  1137.1503
##  [204,]  6009.7478  5070.5612
##  [205,]  5869.8912  3494.4662
##  [206,]  2299.4254  3209.6860
##  [207,]  3415.7587  1231.9712
##  [208,]  1632.3532  7622.9075
##  [209,]  2402.0277  6139.6729
##  [210,]  2806.5945  7456.6591
##  [211,]  2157.8314  3596.8785
##  [212,]  7787.0148  1301.6563
##  [213,]  4464.9697  3364.4083
##  [214,]  9336.3885  1201.6644
##  [215,]  3167.4359  1724.0102
##  [216,] 24485.0868   394.2810
##  [217,]  1795.4476  2105.9337
##  [218,]  3997.8973  1667.4168
##  [219,]  7018.0388  4979.5578
##  [220,]  7710.8303  1379.9415
##  [221,] 28715.5461  4167.1177
##  [222,]  2404.7892  3713.9432
##  [223,]   984.2378  6171.4952
##  [224,]   805.3560  4631.6263
##  [225,]  6089.1504   767.8854
##  [226,]  7264.5126  7647.8288
##  [227,]  7080.2319  1297.0543
##  [228,]  9442.4467   582.0949
##  [229,] 11744.6124  2054.2536
##  [230,]  3874.9872  1026.0708
##  [231,]  2807.8008  5368.8800
##  [232,]  4921.4870  3762.6646
##  [233,]  3611.3610  2922.3510
##  [234,]  2703.9349  4019.1137
##  [235,]  1529.9012  2961.9827
##  [236,] 12935.4951  1668.1265
##  [237,]  7412.4059  2048.7243
##  [238,]  3985.7131  4438.8216
##  [239,]  4660.2676  4606.8480
##  [240,]  5798.6670  8145.5559
##  [241,]   960.0703  8099.8958
##  [242,]  4380.3115  5262.2354
##  [243,]  3183.4896  4211.4037
##  [244,]  1437.4294  5782.1055
##  [245,]  8385.8978  3149.8184
##  [246,]   393.8999  1810.3059
##  [247,]  4241.0202  2789.5845
##  [248,]  2318.1237  3818.6293
##  [249,]  4304.5620  7125.4563
##  [250,]  1036.6704  2772.1915
##  [251,]  1751.6342  3237.8467
##  [252,]  5350.8540  4844.1857
##  [253,]   468.8325  2878.6759
##  [254,]  1187.4864  3356.0662
##  [255,]  5837.3627  5619.0760
##  [256,]   511.0765  9571.0385
##  [257,]  2674.0854  5402.5888
##  [258,]  8671.4504  7820.0043
##  [259,]  1467.6402  4019.6694
##  [260,]  3436.4780  1443.9810
##  [261,]   646.5112  7998.7102
##  [262,]  1326.9564  5754.3708
##  [263,]  3373.5190   949.9694
##  [264,]  1035.0457  3753.8816
##  [265,]  1144.7519  1310.9691
##  [266,]  7023.2324  7745.5172
##  [267,]  6705.4208  1388.3219
##  [268,]  4772.4285  7072.3887
##  [269,]  7598.4582 19572.8454
##  [270,] 12518.8541  9416.6622
##  [271,] 10183.9618  7090.6610
##  [272,]  4763.6619 12731.4765
##  [273,]  4367.8666  4286.8338
##  [274,]  1700.3559  5374.5275
##  [275,] 10037.2731  1618.3396
##  [276,] 13674.5913  6615.1576
##  [277,] 12021.2737   955.9698
##  [278,]  3171.6656  5623.9387
##  [279,] 11391.0644  6165.5029
##  [280,]   617.1304  6447.2347
##  [281,]  6998.0777  6046.2135
##  [282,]  1168.8339  2539.0623
##  [283,]  1962.9788  3427.4134
##  [284,]   997.4921  4700.6296
##  [285,]  2244.7386  9365.0661
##  [286,]  3056.0645  1846.6136
##  [287,]  5959.3260  7612.5364
##  [288,]  2716.9170  7375.6147
##  [289,]  3241.7557  3924.5098
##  [290,]  5796.6582  4524.8360
##  [291,]  5072.8619  6566.6867
##  [292,]  9059.6407  4367.1804
##  [293,]   685.6986  8495.8272
##  [294,]  2122.3823  6647.3167
##  [295,]  6012.7137  8800.3823
##  [296,]  4867.9393  1457.5205
##  [297,] 11807.5148  8635.1680
##  [298,]  4740.3685  9430.2735
##  [299,] 11790.8476  3140.7469
##  [300,] 19741.1260  3560.8368
##  [301,]  8133.4959  7525.0081
##  [302,] 11443.2232   117.4267
##  [303,]  1707.2119  5634.9955
##  [304,] 14235.6534  1751.2074
##  [305,] 14736.7037  4353.9054
##  [306,]  4580.5631  6741.6218
##  [307,]   275.6963  6358.8338
##  [308,]  1166.6267  3289.7059
##  [309,]  3200.2970   978.7372
##  [310,]  6133.0886  3656.3714
##  [311,]  3014.8474  4549.2559
##  [312,]  6479.7814  2504.6244
##  [313,]  1230.9712  4259.5592
##  [314,]  3234.2634  1044.5862
##  [315,] 11352.8291  6210.7830
##  [316,]   574.1796  4357.9959
##  [317,]   520.6080  6011.3742
##  [318,]  3289.0773  1523.1287
##  [319,]  2364.3911  4005.9091
##  [320,]   218.4890  3902.2827
##  [321,]  8132.1769 15359.3915
##  [322,]  2495.8518  6989.2695
##  [323,]  7334.9118  6004.2305
##  [324,]  4981.7062  1692.9259
##  [325,] 11449.1427  3542.0100
##  [326,]  1556.4207  1578.4811
##  [327,] 26107.3883  5582.7455
##  [328,]  3331.0915  1085.1988
##  [329,]  2143.3781  3817.1741
##  [330,]   638.4130   827.7294
##  [331,]  3365.4487  1641.8591
##  [332,]  5937.7548 11722.4425
##  [333,] 10802.3195 14832.9289
##  [334,]  1156.5954  4168.6901
##  [335,]  1346.6921 10379.3769
##  [336,]  2215.0486  3268.5500
##  [337,]   780.6721 12581.8815
##  [338,]  5485.2335  8595.3875
##  [339,]  4416.0882  2081.9073
##  [340,] 13459.4778 10646.3695
##  [341,]  9689.0123  1344.7576
##  [342,]  7044.8750  2988.6049
##  [343,]  7892.7708  2308.1977
##  [344,]  6725.5229  5742.6855
##  [345,]  4898.1530 19357.9525
##  [346,] 15284.2794  1575.4817
##  [347,]  1178.0448  6422.7398
##  [348,]  2507.3678  7775.4527
##  [349,]  2427.9770  1899.4246
##  [350,]   702.4997  5081.5154
##  [351,]  5745.0491  4125.3668
##  [352,]  1786.1828 10709.3237
##  [353,]  1385.0710  4851.6147
##  [354,]  1610.1255  4386.5854
##  [355,]  3223.5591  3660.9916
##  [356,]   726.1958  7334.9114
##  [357,]  1630.9852  9488.6341
##  [358,]  2676.9455  7802.4047
##  [359,]  2291.2970  7623.8007
##  [360,] 10735.8904  4407.5486
##  [361,]  3542.9127 11479.9295
##  [362,]  1903.2413  4520.6356
##  [363,]  2557.7751 11417.6236
##  [364,]  4290.2386  4518.5180
##  [365,]  6956.2716  2625.7855
##  [366,]  1747.8207  4108.6835
##  [367,]  9641.8724  6520.1678
##  [368,]  7029.3985  4503.2136
##  [369,] 13263.8031  6761.5222
##  [370,]  9512.7750  9885.3922
##  [371,]  3338.5207  5614.8098
##  [372,]  7840.4962  4988.0539
##  [373,]  5764.7831  5479.2750
##  [374,]  4228.3089  5950.0330
##  [375,]  2559.8261  6436.1966
##  [376,]  6531.0311  4249.1912
##  [377,]  4707.7244 16067.0744
##  [378,]   928.8184  1903.4212
##  [379,]  7140.5456  5895.1905
##  [380,]  7995.8290  4202.5515
##  [381,]  6500.6704  8606.3007
##  [382,]   309.3683   528.5971
##  [383,]   947.4000  6313.4630
##  [384,]   577.4283  1556.3051
##  [385,] 11300.2384 16500.2891
##  [386,]  2678.6290  9947.8532
##  [387,]  2598.3963  1453.1059
##  [388,]  1715.8316  2374.2064
##  [389,]  5057.3794  3295.0761
##  [390,]  4206.5963  5080.0758
##  [391,]  3361.4241  3356.0957
##  [392,]  8616.1778 14006.6361
##  [393,]  7033.8104  6258.8896
##  [394,] 10725.6941  4297.7320
##  [395,]  7103.7412  1950.8469
##  [396,]  4345.5863  5421.0244
##  [397,]  7820.3865  2435.3119
##  [398,]   937.9577   892.1465
##  [399,]  6518.0752  1277.6002
##  [400,]  2495.6529  1582.7284
##  [401,]  2385.9111  9101.0259
##  [402,]  7722.2156 17329.1323
##  [403,]   904.3150  5206.8923
##  [404,]  1973.6609  4383.8364
##  [405,]  6371.1649  2942.4270
##  [406,]  5855.8137  3018.3053
##  [407,]  7949.2860  5498.5116
##  [408,]  2967.9683  6944.1484
##  [409,]  4737.2287 18386.5064
##  [410,]  7143.5471  3895.6580
##  [411,]  2070.8524  3318.6274
##  [412,]  2903.6662  3984.9148
##  [413,]  4692.5971  3677.2090
##  [414,]   603.6288  8923.7770
##  [415,]  6036.0117  3336.5149
##  [416,]  2581.1548  3665.5173
##  [417,]  2352.8182  3410.3594
##  [418,]  5403.7148  7657.5011
##  [419,]  1647.8413 11713.5200
##  [420,]   902.4214  1808.9746
##  [421,]  2442.4836  6527.8528
##  [422,]  1555.3604  8886.7188
##  [423,]  7361.0509  6661.2092
##  [424,]  1905.5427  6959.3916
##  [425,]   715.4165  3854.6014
##  [426,]  3669.8406  2798.8530
##  [427,]  5199.6523   430.9634
##  [428,]  8164.5191  4293.1132
##  [429,]  3816.7257  2577.1871
##  [430,]   860.0484  3195.9872
##  [431,]  2677.7364  7370.0741
##  [432,]  1149.0062  5516.7962
##  [433,]  7900.4888  2881.4212
##  [434,]  7105.4496  2750.7840
##  [435,]  6047.0701  2136.1308
##  [436,] 13185.0239  9677.8186
##  [437,]  2821.8499  4316.5607
##  [438,]  6802.5628  3654.9718
##  [439,]  3539.9577  3138.6413
##  [440,]  2898.1508  8787.7840
##  [441,]  1617.6785  1487.3944
##  [442,]  5419.4978  5508.7642
##  [443,]  1310.5051  3386.4793
##  [444,]  2004.7382  4928.4074
##  [445,]  1458.5266  2202.3767
##  [446,]  1142.1312  1925.6891
##  [447,]  5355.8759  6889.9788
##  [448,]  3086.1940  5976.8590
##  [449,]  9628.0565  2304.2655
##  [450,]  1403.7482  3641.6225
##  [451,]  5597.4340  4256.2889
##  [452,]  1508.6669 12103.5532
##  [453,]  5742.3385 10875.7354
##  [454,]  3844.9162  2060.4280
##  [455,]  3372.4266  9470.7341
##  [456,]  5101.2913  3564.3706
##  [457,]  2565.4314  1023.3605
##  [458,]  2814.2183  8477.4370
##  [459,]  4283.3885  8007.3283
##  [460,]   589.5344   780.7584
##  [461,]  2569.8617  2537.5870
##  [462,] 12184.4458  6463.5787
##  [463,]   761.2989   465.3740
##  [464,]  8158.4201  6325.2081
##  [465,]  4666.8851  4016.7423
##  [466,]  5034.5162  1347.9301
##  [467,]  5898.6600  2511.1455
##  [468,]  6954.3921  4070.7535
##  [469,]  1339.0996   783.2907
##  [470,]  5720.1996  9361.1898
##  [471,]  2398.1306  6806.9537
##  [472,]  1678.7427  7717.6901
##  [473,]  3757.5696  5653.3864
##  [474,]  4277.5399  1772.0100
##  [475,]  7545.2350  2544.3361
##  [476,]   175.3196  2646.8007
##  [477,]  4783.9355  9086.5054
##  [478,]  2761.0530  2347.0747
##  [479,]  1016.3979  2065.9290
##  [480,]   286.9803   588.0968
##  [481,] 10127.2656   820.6386
##  [482,] 10243.5461  1795.1984
##  [483,]  8897.7089  4232.8192
##  [484,]  4903.9220  2996.5508
##  [485,] 19567.1734  3408.1266
##  [486,]  4719.8245  6569.5267
##  [487,]  7991.3353  6537.0141
##  [488,]  3019.2175   575.5076
##  [489,]  6460.4409  1663.7774
##  [490,] 11246.5500  7044.3446
##  [491,]  7899.3735  1530.0247
##  [492,]   333.8116  2260.6899
##  [493,]  4558.2370  7672.9979
##  [494,]  3540.9669  3709.4214
##  [495,]  8412.6486  6529.9345
##  [496,]  3887.4952 10505.0424
##  [497,] 12176.5442  4588.0031
##  [498,] 15344.8162 16858.9491
##  [499,]  4227.3256  1556.8896
##  [500,]  6567.9793  3450.1090
##  [501,] 10195.8175  1330.2117
##  [502,]  8560.6377  8566.1698
##  [503,]  5131.5345  1364.9623
##  [504,]   866.5305   630.2327
##  [505,] 12038.3460  1581.3190
##  [506,]  2816.9939  6429.6824
##  [507,]  1992.0621  3356.2409
##  [508,] 17826.7516 10867.7155
##  [509,]  3587.5715  3644.5828
##  [510,] 10912.0839  8723.5323
##  [511,]   965.4914  9268.6459
##  [512,]  2551.3954  1153.0714
##  [513,]   934.0179 13786.5617
##  [514,]  2492.9678  8327.3469
##  [515,]  8065.2041  2533.8767
##  [516,] 12034.1338  1116.1630
##  [517,] 22088.0639  7760.5007
##  [518,]   502.7129  5096.2436
##  [519,]  3374.9408  2366.4925
##  [520,]  4528.2559  6456.0231
##  [521,]  2306.0130  5753.0055
##  [522,]  8457.7308   795.1957
##  [523,]  8804.2415 16476.4199
##  [524,]   101.0318   768.2336
##  [525,]  6890.0139  5415.8527
##  [526,]  1355.5095  3834.6573
##  [527,]  8036.6908  4827.1622
##  [528,]  5612.6839  7488.5242
##  [529,]  1506.5883  4742.1202
##  [530,]  8593.8402  1927.7424
##  [531,]  2674.9391  4765.6720
##  [532,]  1696.3649  3669.3144
##  [533,]   679.2857  6133.8822
##  [534,]  4852.0634  3330.8631
##  [535,]  4734.8065  3291.0806
##  [536,]  2741.6854  5391.4764
##  [537,]  2579.3212  2998.1251
##  [538,]  2073.3274  7686.7505
##  [539,]   560.8548  4830.0218
##  [540,]  7088.4218  8204.4484
##  [541,]  1496.0224  3397.3257
##  [542,]   961.4583  6038.4391
##  [543,]  6076.0042  3070.9847
##  [544,]  2753.4722  3914.4777
##  [545,]  5925.9896  2627.7279
##  [546,]  8209.2910  4766.2554
##  [547,]  3432.4422  6576.3303
##  [548,]  1625.9772  1636.1891
##  [549,]  5687.4059   294.7402
##  [550,]   168.4568  3769.4096
##  [551,]  3172.1907  3901.8073
##  [552,]   576.1955  3963.4080
##  [553,]  2532.6252  7697.4756
##  [554,]   625.9798  7006.6369
##  [555,]  1331.1848  3410.1917
##  [556,]  1318.4601  1114.9495
##  [557,]  2863.3382  7555.9792
##  [558,]  6772.8659   830.1260
##  [559,]  4685.7366  8999.6888
##  [560,]  2614.4544  8623.5864
##  [561,]  7495.6342  6344.5830
##  [562,]  8625.2659  5378.4892
##  [563,] 13068.1529  1294.6366
##  [564,] 12052.3285  1566.6637
##  [565,]  8395.9774  3927.0022
##  [566,]  5637.1503  8898.0673
##  [567,]  5566.7736 10888.6952
##  [568,]  3995.0740  6373.0208
##  [569,]  4073.6247  1657.1097
##  [570,]  2111.3526   686.4634
##  [571,]  1378.5804 10836.1433
##  [572,] 11214.6486  3931.6035
##  [573,] 10675.8198  3829.5133
##  [574,]  2352.7177  4453.7655
##  [575,]  4398.3849  1520.1092
##  [576,]  2737.6816  1520.4619
##  [577,]  5147.1866  3821.9745
##  [578,]  2113.8963  2115.5851
##  [579,]  3027.9379  8339.3352
##  [580,]   456.3945  7864.4170
##  [581,]  6695.6017 11848.1740
##  [582,]  3736.4199  3365.5486
##  [583,]  1514.1801  5291.1478
##  [584,]  2275.9822  4669.1574
##  [585,]  5152.6468  7304.4866
##  [586,]  3261.7103  3940.6155
##  [587,]  4616.1583  7538.3961
##  [588,]  2016.6226  5668.4833
##  [589,]  4657.3099  3383.9897
##  [590,] 11823.3238  3646.6864
##  [591,] 12519.8145 15402.3214
##  [592,]  1807.7266  4343.4877
##  [593,]  2622.0930  3376.9652
##  [594,]  3324.1019  9682.5465
##  [595,]  2033.4720  2400.1156
##  [596,]  7478.2551  3569.2144
##  [597,]  6257.6129 11978.7876
##  [598,]  9581.1692  7091.2269
##  [599,]  5915.5795  4867.1602
##  [600,]  5226.3436  3995.9055
##  [601,]  1785.6258  4910.0528
##  [602,]  2763.1006  3777.1917
##  [603,]  4176.6668  7169.7751
##  [604,]  1150.4046 12005.4969
##  [605,]  5425.8647  3035.3853
##  [606,]  4343.8288  2763.9853
##  [607,]   700.4296  2257.5605
##  [608,]   175.6567  5042.5022
##  [609,] 14593.1499   376.2009
##  [610,]  6385.9102  3543.3240
##  [611,]  7022.7853  3936.7876
##  [612,]   603.2826  1454.1915
##  [613,]  2148.8591  7160.6276
##  [614,]  4425.7556  3694.8456
##  [615,]  3136.0673  7563.2769
##  [616,]  4618.1526  6395.6030
##  [617,] 12947.2966  2214.4013
##  [618,]  3481.2566  5500.7891
##  [619,]  2746.1187  2608.6494
##  [620,]  4196.8023  6009.9341
##  [621,]  2749.4801  4176.7279
##  [622,]  1923.4793  9435.1818
##  [623,]  7734.7942 29533.6644
##  [624,]  7607.4988  2967.9381
##  [625,]  5006.5514  8043.6047
##  [626,]  1792.4457  4428.0488
##  [627,]  9581.5658  1195.1472
##  [628,]  6639.2466  6068.3320
##  [629,] 17600.7447  1559.3574
##  [630,]  3495.9133  1424.8490
##  [631,]  3242.6395  1533.4968
##  [632,]  2268.5874  4746.3956
##  [633,]  7751.1970  2045.4722
##  [634,]  7824.3951   661.4709
##  [635,]  9428.6497 14361.1554
##  [636,]  8423.5836  6340.4286
##  [637,] 10433.1013  7559.2312
##  [638,]  7384.7219  4292.8705
##  [639,]  6065.7251  8281.5154
##  [640,]  4363.9357  2806.6523
##  [641,]  8460.0918  5892.0759
##  [642,]  3724.0914   590.5597
##  [643,]  3494.7563  1286.1936
##  [644,]  1631.9744  4698.6078
##  [645,]  5107.0663  2169.0487
##  [646,]  3225.3849  6407.0358
##  [647,]  4033.1745   416.5240
##  [648,] 17682.4275  5163.4093
##  [649,]  8603.4034  4622.4108
##  [650,] 13102.8313  3069.1740
##  [651,]  3131.6528   956.6314
##  [652,]  2759.6347   918.3492
##  [653,]  4221.9371  2557.0809
##  [654,]  3190.3160  4523.2295
##  [655,]  6693.0899  2043.7140
##  [656,]   926.9798  2624.7304
##  [657,]  3689.3633  3427.1887
##  [658,]  1473.3889  2198.0914
##  [659,] 12992.3924  7503.8336
##  [660,]  3456.3427  5034.8672
##  [661,]  4185.0474  1370.5436
##  [662,]  4680.8874  2045.4896
##  [663,]  2698.8452  2919.9093
##  [664,]  4348.4741  4256.2373
##  [665,] 15070.2887  6629.1912
##  [666,]  5067.7303  9793.2584
##  [667,]  2808.9726  4933.3111
##  [668,]  2945.5954  5783.8487
##  [669,]   309.4006  1068.9911
##  [670,]   157.5431 16582.3897
##  [671,]   264.9184  3843.0389
##  [672,]  6687.3136  8845.9966
##  [673,]   470.4066 12617.2008
##  [674,]  6318.2064  3154.7824
##  [675,]  6320.9398  9392.5971
##  [676,]   727.8838  6924.8084
##  [677,]  2495.7374  5255.5648
##  [678,]  2985.2112  2401.5789
##  [679,] 10709.0596  6318.2532
##  [680,] 12704.6759  4240.2451
##  [681,]  8679.2212  5550.7939
##  [682,]  2286.8966  2879.7898
##  [683,]  5315.8632  4636.1742
##  [684,]  2754.4123  3372.6566
##  [685,]  7294.9823  5192.5522
##  [686,]  6254.9845  2328.3558
##  [687,]  2761.9913  4501.3307
##  [688,]  4980.8477  5374.4086
##  [689,]   472.8485  3330.9591
##  [690,]   654.6519  3589.6852
##  [691,]  2572.8915  9179.9534
##  [692,] 20373.7121  1578.7358
##  [693,]  5034.7332  7688.4409
##  [694,] 10470.3574  1080.0416
##  [695,]  3003.9072  9538.1148
##  [696,]  5046.8629  1917.9021
##  [697,]   537.0295  3025.2178
##  [698,]  1956.3537  4473.1575
##  [699,]  4507.4029  6184.3090
##  [700,]  4233.6475  5652.0805
##  [701,]  1820.5914  5939.4859
##  [702,]  1498.8037  2793.2788
##  [703,]  1448.9154  3398.6138
##  [704,]  5495.7772  4033.1980
##  [705,]  9455.3713  4156.9833
##  [706,]  7062.8828  2649.0624
##  [707,] 12655.1237 11440.7237
##  [708,]  1086.7181  2707.1257
##  [709,]  1654.4788  8673.3544
##  [710,]  2924.4485  1754.0799
##  [711,]   970.7582  2198.8393
##  [712,]   639.6616   440.2863
##  [713,]  7954.0500  3224.8245
##  [714,]  4904.7511  7747.8744
##  [715,]  1155.0696   497.9615
##  [716,]  6227.6439  3899.7304
##  [717,]  2703.4054  7399.1752
##  [718,]  2237.2748  5902.8576
##  [719,]  7529.8852  1982.3625
##  [720,]  5185.0422  5111.5871
##  [721,]  2519.6435  9943.9430
##  [722,]   756.4213 23453.4195
##  [723,]  9322.6994  3859.9857
##  [724,] 11767.7783  9846.4717
##  [725,]  3228.0510  2352.0170
##  [726,]  2474.0776  8488.3390
##  [727,]  4418.0516  1154.5143
##  [728,]   525.8800  9864.8429
##  [729,]  2885.5477  7109.3117
##  [730,]  3316.0895  1369.0485
##  [731,]  2496.0517  2394.1640
##  [732,]  1392.3348  7809.6720
##  [733,]   485.8358  6384.6722
##  [734,]   867.4924  2141.2801
##  [735,]   609.2996  2770.6006
##  [736,]  2127.5886  2506.5042
##  [737,]  4385.6402  3184.7182
##  [738,]  1665.9658  2713.2830
##  [739,]  9027.2542  1946.3446
##  [740,]  4000.4243  4719.7637
##  [741,]  1426.1747  6767.7335
##  [742,]  4949.8349  3905.0990
##  [743,]  2046.2081   547.6063
##  [744,]  3234.0174  9581.4319
##  [745,]  2188.9521  7519.6957
##  [746,]  1035.5001  8957.2688
##  [747,]  7686.4938  6436.8380
##  [748,] 12176.4764  9626.6044
##  [749,]   340.9570  3022.8080
##  [750,] 10257.0914  8211.2116
##  [751,]  2688.0130  2665.9325
##  [752,]  4136.1571  1348.6608
##  [753,]  1806.7172  2044.7509
##  [754,]  9074.3550  6742.9470
##  [755,]  1440.6039 10572.5185
##  [756,]  4473.2010  9234.3320
##  [757,]   573.5647  6784.9074
##  [758,]  3659.1023  1295.0055
##  [759,]  4695.5325  4286.0078
##  [760,]  2169.7393  6153.8886
##  [761,]  1493.9328  1560.5197
##  [762,]  2859.4855  7251.3519
##  [763,]  3789.2019  4864.1492
##  [764,]  7998.8100  7254.7866
##  [765,]   852.3442  2737.8563
##  [766,]  1762.5953  3288.2805
##  [767,]  3842.8089  4131.9835
##  [768,]  1601.5106  1277.2071
##  [769,]  8947.8529  1870.1818
##  [770,]  7030.4975 11477.9095
##  [771,]  2459.8771  4527.6597
##  [772,]  1819.8879  2718.8484
##  [773,]  4569.3949  2830.3979
##  [774,]  4321.6921  2337.2009
##  [775,]  1293.0088 10200.6255
##  [776,]  1850.4341  6995.3472
##  [777,]   459.1789  2090.3812
##  [778,]  6075.4502  4682.3000
##  [779,] 11069.9514  4951.2448
##  [780,]  3316.2887  4488.4852
##  [781,]  5297.1483  5239.6577
##  [782,]  1308.9349   412.6526
##  [783,]  1054.2674  2433.6015
##  [784,]  7600.4650  9701.4122
##  [785,]  6500.1972  4397.5012
##  [786,] 18809.8826  3691.7764
##  [787,]  1294.7310  8789.4159
##  [788,]  4238.6124  4789.5369
##  [789,]  9953.0968  7464.8115
##  [790,] 11506.2808  2526.2102
##  [791,]  1814.8549  7421.1025
##  [792,]  4446.9678 11131.6050
##  [793,]  1898.7724   945.9140
##  [794,]  2606.1103  9568.5477
##  [795,]  4017.5749  3584.6104
##  [796,]  1873.5774  2723.1153
##  [797,] 10654.1022  5404.1809
##  [798,]  3850.0103  3198.4937
##  [799,]  5339.0479  5012.1104
##  [800,]   441.9525  5419.9909
##  [801,]  8780.3194  7965.0081
##  [802,]  4902.9149  2958.6655
##  [803,] 12499.1765  1953.3064
##  [804,] 23162.8996 10270.8842
##  [805,] 13245.5085  1227.3104
##  [806,]  1449.7957   598.8157
##  [807,]  2181.1474  6240.2286
##  [808,]  1256.2220  6768.7500
##  [809,] 11968.3089  5311.1253
##  [810,]  5157.3087  1918.4969
##  [811,]   454.9085  4869.8796
##  [812,]  6858.4803  4820.8141
##  [813,]   622.4768  2257.7459
##  [814,]  1903.9981 30874.5896
##  [815,]  4234.7089  4509.5354
##  [816,]  3482.9107  2303.7098
##  [817,]  4699.3569  8370.9760
##  [818,]  5968.9143  3636.6254
##  [819,]  2039.0194  3713.3264
##  [820,]  5107.5005  8896.0277
##  [821,]  9093.4140 13082.9940
##  [822,]  1860.0315  1854.6771
##  [823,]   555.7347  3371.0960
##  [824,]  2718.8785  3077.6598
##  [825,]  5843.7939 12760.5812
##  [826,]  3041.5838  4078.3907
##  [827,] 10605.3370 30096.6816
##  [828,]  2300.8227  3432.5593
##  [829,]  2342.2558  1675.3559
##  [830,]  5841.8729  2951.0610
##  [831,]  1482.9921  3966.6624
##  [832,] 11091.3910   923.8678
##  [833,]  1222.0171  3353.8391
##  [834,]  5943.7067  1998.4629
##  [835,]  3351.3801  3496.7580
##  [836,]  7154.1349  1391.8557
##  [837,]   915.4428  6172.4561
##  [838,]   775.3252  2173.8633
##  [839,]  1339.8309  3557.3024
##  [840,]  5618.6285 10374.0705
##  [841,]  5980.0028  3621.8795
##  [842,]  2843.0009  3796.6427
##  [843,]  2156.8425  4523.0965
##  [844,]  1223.1349  7998.8005
##  [845,]  2713.3278  2754.9603
##  [846,] 15345.1636  5300.9866
##  [847,]  1398.6093  3413.1760
##  [848,]   866.4090  9068.0146
##  [849,]   696.0556  5133.9812
##  [850,]  6497.9090  2887.7042
##  [851,]   475.4466  6993.9508
##  [852,]  1522.2273  2737.0312
##  [853,]   775.7082  4540.1600
##  [854,]   872.7400  4565.8949
##  [855,]  1263.5578 11914.8167
##  [856,] 10305.4021  3265.9347
##  [857,]  3811.8223   809.0022
##  [858,]  3952.5956  7264.4929
##  [859,]  1347.9193  1980.6189
##  [860,]  2224.1954 14796.7184
##  [861,]  1241.8411  9622.7430
##  [862,]  2678.0821 11439.0578
##  [863,]  8836.2612  6905.4724
##  [864,]  4958.0643  2907.5104
##  [865,] 10050.1096  1975.0919
##  [866,]  3735.1593  2705.4502
##  [867,]   254.3321  5634.9828
##  [868,]  1086.3566  4006.3960
##  [869,]  1146.9502  1870.3180
##  [870,]  3506.7832 10374.0781
##  [871,]  1071.4838  2140.8012
##  [872,]  6110.9106 16067.3604
##  [873,]  8267.2347  5451.5299
##  [874,]  5820.7842  7522.0037
##  [875,]   657.2446  2280.0628
##  [876,]  6676.1916 11844.6744
##  [877,]  6334.2036  3192.9044
##  [878,]  2434.8650  8820.1001
##  [879,]   979.8402  3564.8454
##  [880,] 20472.1106  7827.8787
##  [881,]  8260.6208  9765.6898
##  [882,]  9142.0893  1552.8510
##  [883,]  5796.9743 11248.5279
##  [884,]  6232.6636  3768.1437
##  [885,]   556.7082   927.2696
##  [886,]  2461.2198 14892.6999
##  [887,]  6090.2193 10559.2729
##  [888,]  1835.3846  2947.9881
##  [889,]  5560.5697  5958.6093
##  [890,]  3240.6582  3801.1929
##  [891,]  3837.5975  1080.7733
##  [892,] 13403.4999  7967.3234
##  [893,]  8733.6906  3804.1689
##  [894,]  9956.1856  6603.6466
##  [895,]   974.1607  4494.3138
##  [896,]  6987.8900  1359.8368
##  [897,]  2491.4073  8449.1174
##  [898,]  1891.9002  1575.5828
##  [899,]  4597.3908  4966.9096
##  [900,]   145.5581  8319.9534
##  [901,]  3859.0042 16336.0373
##  [902,] 19537.7477  4579.5711
##  [903,]  4228.9517  2160.8554
##  [904,] 21892.8884  5579.8926
##  [905,]  1649.1034  7862.7792
##  [906,]  6053.8118  1778.8229
##  [907,]  7129.1768  6206.5193
##  [908,]  6977.0908  3963.9938
##  [909,]  3999.6462  3627.2919
##  [910,]  3527.3143  6971.6419
##  [911,]  2526.7137   367.2117
##  [912,] 10196.8663  4564.1555
##  [913,]  3066.4978  3786.5414
##  [914,] 10723.5000  5304.5425
##  [915,]  9647.9345 12470.7056
##  [916,]  6620.6428  2105.6142
##  [917,]  7126.3350  1833.9013
##  [918,]  1489.8387  4682.9346
##  [919,]  8966.9403  1395.3224
##  [920,]  6766.3500  6289.5321
##  [921,] 11688.7437  3375.2859
##  [922,]  4924.3718  5154.6541
##  [923,]   576.2069  5520.6163
##  [924,]  2724.1601  2817.2039
##  [925,]  4447.3191  2261.8262
##  [926,]   957.3333   702.4633
##  [927,] 15143.6742  3432.5476
##  [928,]  3337.9349  8701.3544
##  [929,]  3576.4747  3175.2986
##  [930,]  4047.7624 14974.9781
##  [931,]  8261.0510 13552.2925
##  [932,]  1609.8970  9610.8870
##  [933,]  5308.2312  2338.1757
##  [934,]  4351.7613  3939.3609
##  [935,]  3639.4025  8854.0781
##  [936,]  3358.1382  3467.4353
##  [937,]  2425.3398   400.1900
##  [938,]  1480.8721  4481.0116
##  [939,]  4130.6907 24279.9952
##  [940,]  3375.7243  2674.1250
##  [941,]  1515.5816 10112.8174
##  [942,]  2128.3147 13132.9604
##  [943,]  3151.6144   918.7329
##  [944,]  7269.3255  4376.8163
##  [945,]  5976.5211 14061.5039
##  [946,]  1452.2523  5921.6750
##  [947,]  8536.7856 15696.9706
##  [948,] 17021.1930  8224.3458
##  [949,]   432.3068  7999.9235
##  [950,] 13489.7194  4915.9629
##  [951,]  3690.9225  4873.6292
##  [952,] 12264.3846  2679.5457
##  [953,]  2200.1664  3590.5925
##  [954,]  2815.8409  7229.8445
##  [955,]  1890.6878  3124.2475
##  [956,]   891.6222  2975.1987
##  [957,]  3161.7958  7517.3899
##  [958,] 23305.2353  4447.1851
##  [959,]  1827.9591  3846.2279
##  [960,]  5749.5275  4912.1554
##  [961,]  1547.9200  9702.4756
##  [962,]  8889.2752 19855.2884
##  [963,]  2038.0681  2701.9734
##  [964,]  8638.2050  2805.1987
##  [965,]  3145.8821 12601.7720
##  [966,]  3090.1591  3496.6871
##  [967,]  2916.3922  2003.9958
##  [968,]  6069.8252  9324.9161
##  [969,]  3847.5576   438.0399
##  [970,]  4159.2187 11539.0287
##  [971,] 14951.1328 10050.6099
##  [972,]  2428.8539  2538.6292
##  [973,]  5383.9142  5237.7634
##  [974,]  5856.0405  7285.8901
##  [975,]  1420.1064 17953.7554
##  [976,]  2418.5814 11606.9659
##  [977,]  3346.4958 11538.4541
##  [978,]  6500.4378  4001.7479
##  [979,]  2634.9206  2042.0502
##  [980,]  1575.0757  6318.2829
##  [981,]  4286.2971  4467.8381
##  [982,]  6914.0300  1225.0927
##  [983,]   242.3489  2646.1605
##  [984,]  1078.2306  7059.3229
##  [985,]  2108.9974  1881.1883
##  [986,]  5171.0768  5500.0659
##  [987,]  1728.2021  2802.9294
##  [988,]  3585.1978  3258.5064
##  [989,] 13082.1561  5733.6368
##  [990,]  1097.1381  7251.5438
##  [991,]  2367.3671  2360.0726
##  [992,] 20533.3309 13730.1501
##  [993,]  3314.5285 13411.4352
##  [994,]  3605.9446  1422.6358
##  [995,]  1105.8754  1293.7319
##  [996,]  1340.0084  1320.6311
##  [997,]  2785.0182  7839.0381
##  [998,] 11852.5175   922.0568
##  [999,]   545.6958  6700.5429
## [1000,]  5762.5156  2733.8820
## 
## $`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,]  3.307881731 0.45769754 0.48716866
##    [2,]  1.355722015 1.45402141 0.98657623
##    [3,]  0.111710458 0.06800914 1.41632256
##    [4,]  0.515644520 1.65616281 0.97368714
##    [5,]  0.458507655 1.16888292 1.36534833
##    [6,]  0.223448063 1.05687475 0.54057468
##    [7,]  0.091445252 0.94279429 1.58788516
##    [8,]  0.693461282 0.72503005 1.18050229
##    [9,]  3.393533874 3.23290796 1.29622447
##   [10,]  1.003145354 0.10437886 0.47205682
##   [11,]  0.692921308 0.18489135 0.57715616
##   [12,]  1.245574492 0.91754421 0.47671383
##   [13,]  0.549570579 0.54341372 0.74671257
##   [14,]  0.174177340 0.67829224 1.92136891
##   [15,]  0.240745433 0.43512423 1.78846767
##   [16,]  0.153748940 0.30022325 1.03944391
##   [17,]  2.219539689 2.11127178 1.92128470
##   [18,]  0.378185925 0.66766352 0.65905440
##   [19,]  0.854191482 0.49150222 0.40159114
##   [20,]  0.822745139 0.25996284 1.13446114
##   [21,]  1.986960477 0.87798832 0.45039254
##   [22,]  4.665640969 0.72245913 1.53883045
##   [23,]  0.173308144 0.93645718 2.23610130
##   [24,]  0.365785165 1.02085838 1.77797444
##   [25,]  2.918874197 0.83728474 0.79129392
##   [26,]  0.591954230 0.31359192 1.06179837
##   [27,]  0.397425609 0.04559188 0.89963675
##   [28,]  0.642119648 0.78888865 2.41386387
##   [29,]  0.281907115 0.80236398 0.52074333
##   [30,]  0.205872638 0.16433400 0.94550319
##   [31,]  0.668254953 0.46501532 1.10407991
##   [32,]  0.683171239 0.68690092 1.04440745
##   [33,]  0.651480215 1.06488938 1.54284287
##   [34,]  1.261345341 0.41917471 0.25596503
##   [35,]  0.669072878 0.98309976 0.96243269
##   [36,]  1.318184316 0.33683050 0.62124788
##   [37,]  0.579927882 3.19313909 0.78439743
##   [38,]  0.947293117 1.07904414 1.58763794
##   [39,]  0.693460926 1.01597635 0.71036125
##   [40,]  0.198497388 0.95988480 0.71154926
##   [41,]  0.758231692 0.53348414 0.86114775
##   [42,]  2.317197443 1.22943763 0.54364000
##   [43,]  3.320788687 0.82964110 1.39953237
##   [44,]  2.298059200 0.44175987 2.40194812
##   [45,]  1.387820497 0.59586916 1.58918758
##   [46,]  0.322221306 0.57408091 0.78113516
##   [47,]  1.189094072 0.31292849 1.67471960
##   [48,]  0.731061939 0.80885566 0.93285671
##   [49,]  2.001932657 0.34119462 0.33456278
##   [50,]  1.055147601 0.87054078 2.00119967
##   [51,]  0.155933734 0.33274874 0.75153894
##   [52,]  0.810233864 0.53637613 1.12438756
##   [53,]  0.285756804 2.20749811 1.14667948
##   [54,]  0.983580199 1.30995636 1.30335003
##   [55,]  1.218709464 1.49442199 1.68663826
##   [56,]  0.101487713 0.58647247 1.44714435
##   [57,]  0.898549839 0.52801666 1.21947039
##   [58,]  0.536956165 0.47094681 1.73762132
##   [59,]  0.680527942 1.51569256 1.42521753
##   [60,]  0.739850682 0.16078336 0.76295901
##   [61,]  2.827377659 2.59433783 0.35123492
##   [62,]  1.120123807 1.04225587 1.53889256
##   [63,]  2.386991453 0.50850252 1.53399084
##   [64,]  1.436682835 2.45010715 0.97608270
##   [65,]  1.240523984 1.34173152 1.06221432
##   [66,]  0.643855954 1.91014627 2.26452846
##   [67,]  0.651742106 0.62168831 0.66322383
##   [68,]  1.391707293 0.77286461 1.24218581
##   [69,]  0.994244818 1.47614115 0.59821418
##   [70,]  1.097070764 0.48216536 1.04535956
##   [71,]  2.032133430 1.72284541 1.33538005
##   [72,]  0.650918903 0.84466744 1.00870801
##   [73,]  0.269107553 0.92220458 0.76816120
##   [74,]  1.482568455 1.54306466 0.71512748
##   [75,]  0.950905727 1.13460337 1.70500593
##   [76,]  0.518596151 0.62314346 1.13979183
##   [77,]  1.188869222 1.70768526 0.69494022
##   [78,]  2.002736482 0.74010837 0.94479694
##   [79,]  4.209721727 1.09504049 1.21097147
##   [80,]  1.053922624 1.28485861 0.68397720
##   [81,]  2.502717491 1.17317743 0.68387402
##   [82,]  0.368310971 0.51701363 0.85092373
##   [83,]  0.900435566 1.30400066 0.95157303
##   [84,]  0.727327541 1.13115640 0.55561612
##   [85,]  0.826240976 0.81934068 1.29767688
##   [86,]  2.649056072 3.35416513 0.85914189
##   [87,]  2.001615875 0.53390560 1.34308331
##   [88,]  1.521732561 0.09011080 2.52364620
##   [89,]  1.084415990 1.05290920 1.50154309
##   [90,]  1.231275451 1.44154006 0.30689104
##   [91,]  1.922104981 0.37479803 1.78373834
##   [92,]  1.104719635 0.89950415 1.12666887
##   [93,]  1.665091730 0.73953153 1.29504752
##   [94,]  0.097420373 0.80546139 0.49195747
##   [95,]  0.142984012 2.22975554 0.73599138
##   [96,]  0.091769364 0.94556718 1.00903762
##   [97,]  0.428958250 0.40824534 1.03088585
##   [98,]  0.847074339 0.52057218 1.82007321
##   [99,]  0.939728589 0.61523221 1.26369820
##  [100,]  1.404860909 0.52625181 0.57790422
##  [101,]  0.064705693 1.53273676 1.02606741
##  [102,]  1.085090506 0.89640255 0.69024496
##  [103,]  1.718595016 1.53162244 1.42750105
##  [104,]  0.662849224 2.64189384 1.07657472
##  [105,]  0.425434997 1.91823203 0.69131444
##  [106,]  0.931674172 0.76416972 0.50408317
##  [107,]  1.133606160 0.36212819 1.37236224
##  [108,]  2.668385608 0.70535672 0.95794932
##  [109,]  0.997737402 1.54263187 1.37147900
##  [110,]  0.924532135 2.77907973 1.15168778
##  [111,]  0.792661963 1.28822837 0.73699548
##  [112,]  0.380920180 0.94981836 0.74335153
##  [113,]  0.439657470 1.10072220 1.12278954
##  [114,]  1.911626489 1.23603547 2.23124859
##  [115,]  2.574136522 0.28256604 1.30147428
##  [116,]  0.311033816 1.79244432 1.07728759
##  [117,]  1.249771601 1.25881829 0.37733886
##  [118,]  2.297531479 1.22071161 1.84455124
##  [119,]  1.980289052 1.10117072 0.44821218
##  [120,]  1.358067938 1.12694113 1.13516296
##  [121,]  0.688316616 0.64294602 1.11592075
##  [122,]  0.583985505 1.38610352 2.03385612
##  [123,]  0.134558595 1.18022142 0.41043060
##  [124,]  1.072747227 1.29126692 1.07963038
##  [125,]  0.149358976 0.38865617 1.03400563
##  [126,]  0.615332740 0.53775037 1.78947801
##  [127,]  5.184577238 0.40776417 1.99282978
##  [128,]  0.478619118 0.49668058 0.90073860
##  [129,]  1.476711193 0.16504443 0.67234613
##  [130,]  2.244224423 1.23341140 0.54628353
##  [131,]  0.462928320 1.34891790 0.80912278
##  [132,]  1.330013097 0.29707679 1.18270399
##  [133,]  0.996056413 1.55646984 1.27675170
##  [134,]  0.515735263 0.43593820 2.39579441
##  [135,]  2.701524411 0.91264870 0.71774786
##  [136,]  1.653509914 0.57751789 0.45780896
##  [137,]  0.878970136 0.72455686 0.90610692
##  [138,]  0.714929339 0.35423555 0.60456823
##  [139,]  0.395899591 0.48345573 1.13964155
##  [140,]  1.821018946 0.75556737 1.13770960
##  [141,]  0.252183580 1.28114865 0.66860891
##  [142,]  1.608660377 2.03917311 1.06856223
##  [143,]  1.182274244 3.88090228 2.40327461
##  [144,]  0.861626835 0.52762379 1.69993034
##  [145,]  0.657130720 1.03408564 1.41145688
##  [146,]  0.726659115 0.57467536 1.73785381
##  [147,]  1.272275128 0.84474814 1.80153135
##  [148,]  2.610677082 2.19233406 1.40147064
##  [149,]  0.248593603 1.75849363 1.02385108
##  [150,]  1.156965711 1.75053017 0.43961616
##  [151,]  2.261166812 0.42409258 1.22290252
##  [152,]  0.938791253 0.36377292 1.84600236
##  [153,]  0.651526882 0.80488489 0.93827776
##  [154,]  0.319707526 4.52080160 0.94093009
##  [155,]  1.624580078 0.83167681 1.01411148
##  [156,]  2.651710729 0.91900992 1.47694917
##  [157,]  1.076554243 0.79891245 0.97645412
##  [158,]  0.270751688 1.68396255 1.13819277
##  [159,]  0.685172830 0.17138752 0.98342890
##  [160,]  0.568624403 0.97563097 0.80385476
##  [161,]  0.082140126 0.90007761 1.27102255
##  [162,]  0.739474279 0.03914140 1.50790379
##  [163,]  1.643159586 1.18930018 0.48624625
##  [164,]  0.847412801 1.38044035 0.68865279
##  [165,]  1.050071539 1.24980071 1.15732370
##  [166,]  0.282106958 0.22319824 0.90352411
##  [167,]  0.334708421 1.09654301 0.99067427
##  [168,]  0.716494462 0.87403836 2.00479590
##  [169,]  0.912776720 0.48434484 0.81055073
##  [170,]  0.635781977 0.74430385 0.63347588
##  [171,]  1.133546644 2.01206139 1.29127671
##  [172,]  2.342606193 0.68391890 1.76266147
##  [173,]  1.209265320 0.17051777 0.46834879
##  [174,]  1.664413121 0.04794165 1.35040017
##  [175,]  2.214365486 1.27706459 1.21124044
##  [176,]  0.323131511 2.29775312 1.39120854
##  [177,]  1.404129587 2.07825380 1.17492721
##  [178,]  0.115854316 1.72320777 0.90418396
##  [179,]  3.471099026 1.00097702 1.10791688
##  [180,]  1.881134821 0.27196890 1.81252713
##  [181,]  0.375217527 0.30904307 1.32373162
##  [182,]  1.198453046 0.57138502 0.66806602
##  [183,]  0.283624834 0.05209911 0.86619051
##  [184,]  1.259296062 0.52271308 0.85815393
##  [185,]  0.753928398 0.84459559 1.45602754
##  [186,]  1.045685480 0.20908349 0.90475948
##  [187,]  0.949967716 0.52670843 0.99708625
##  [188,]  0.575209930 0.93107524 0.65338042
##  [189,]  1.074524767 0.62500747 0.89773576
##  [190,]  1.194167751 1.57952373 2.83440539
##  [191,]  0.907383085 0.29633970 1.79612293
##  [192,]  0.010030687 0.70574789 0.93232611
##  [193,]  0.338360085 2.15201867 1.21979480
##  [194,]  2.641710789 5.46091276 1.12471915
##  [195,]  0.407297751 0.44731854 0.57582465
##  [196,]  1.267656964 0.09409307 0.80446671
##  [197,]  0.860888203 1.29042889 0.65419287
##  [198,]  0.086476225 1.19375516 0.77695925
##  [199,]  0.638628834 1.47996032 2.05542164
##  [200,]  0.813903041 0.11931731 0.75688895
##  [201,]  0.405454812 0.33731758 0.84600098
##  [202,]  0.992825316 0.59198177 1.05977473
##  [203,]  1.774081313 1.25581757 1.04282625
##  [204,]  1.349414457 0.34192419 1.83787047
##  [205,]  0.808614093 0.58008369 1.82556769
##  [206,]  0.695794395 0.59451783 0.92467672
##  [207,]  0.959772382 0.05806197 1.50928058
##  [208,]  1.180795446 0.49315041 0.64035543
##  [209,]  1.885142936 3.18513345 0.94544759
##  [210,]  2.099404102 0.16443895 1.80546423
##  [211,]  0.732406010 0.26187995 0.54666948
##  [212,]  0.587134923 0.95866172 1.28479898
##  [213,]  0.362106008 3.36883864 0.59592896
##  [214,]  1.084903872 0.54878526 2.03769829
##  [215,]  0.500478986 0.52120315 1.11040650
##  [216,]  0.442615604 2.86138217 0.38183586
##  [217,]  0.112304340 0.93763170 1.15514561
##  [218,]  0.146045163 0.37677951 0.71632496
##  [219,]  0.618236348 0.32794728 0.92068185
##  [220,]  0.254854131 0.54832622 1.41369331
##  [221,]  0.834074616 2.10792348 1.22144214
##  [222,]  1.867880164 2.05112651 1.13095117
##  [223,]  0.368657949 2.05505107 0.89971566
##  [224,]  1.725166284 2.31576206 0.91021045
##  [225,]  1.327871737 2.74521239 0.52796492
##  [226,]  1.799531065 0.88679612 0.91348349
##  [227,]  0.878343130 0.71792620 0.90557982
##  [228,]  0.087446140 0.78644505 1.32012273
##  [229,]  0.300613080 0.33686722 0.81593599
##  [230,]  0.868989087 2.06143320 1.66255836
##  [231,]  3.733477599 0.35558343 0.66503505
##  [232,]  0.379060293 1.87862170 1.32547156
##  [233,]  1.925334310 1.91897452 2.43410715
##  [234,]  0.333500305 1.32297533 0.77630600
##  [235,]  0.877811754 0.87904498 1.02208090
##  [236,]  0.720748479 0.73873172 0.86965638
##  [237,]  0.204285185 0.17079640 0.92672599
##  [238,]  2.319649504 0.38586609 1.37164071
##  [239,]  1.264018080 0.61268855 0.76810065
##  [240,]  0.701217267 0.22540584 0.82733727
##  [241,]  0.312090449 0.33989787 0.82846520
##  [242,]  2.779991718 1.04807368 1.41603796
##  [243,]  1.494241096 0.77470109 1.25359357
##  [244,]  0.539722258 0.35987591 1.49388707
##  [245,]  0.177262983 2.08978262 0.26545891
##  [246,]  1.231259571 0.89399617 0.26775402
##  [247,]  0.611660845 1.34577987 0.83032032
##  [248,]  0.719279277 0.92376975 1.15594419
##  [249,]  1.339597336 0.87974865 0.60036652
##  [250,]  0.428932552 1.08690024 0.65399217
##  [251,]  2.006635143 2.02051017 0.47309849
##  [252,]  0.924635232 1.10091596 0.65999759
##  [253,]  0.884275536 0.53149622 2.09349159
##  [254,]  0.498681042 2.47680069 1.08973834
##  [255,]  0.604362546 0.61082515 0.93411723
##  [256,]  0.072387732 0.82612279 1.15140742
##  [257,]  0.690591221 0.45983341 0.76418945
##  [258,]  0.895354902 1.06139246 0.30712867
##  [259,]  0.321807692 0.40148212 0.83472696
##  [260,]  1.632124740 0.21157079 1.19737870
##  [261,]  0.129103586 0.56855563 2.04575312
##  [262,]  1.011179496 1.58572847 1.48128567
##  [263,]  1.513594154 0.98353035 0.65057002
##  [264,]  0.160039023 1.02131386 2.01412472
##  [265,]  3.180505863 1.70439386 1.21964717
##  [266,]  0.316115928 1.57979198 0.65577604
##  [267,]  0.014847609 0.37784156 1.02831874
##  [268,]  0.909307424 0.63747718 1.39770706
##  [269,]  1.601410256 0.79879235 1.53564009
##  [270,]  2.878900623 0.25328574 0.76104911
##  [271,]  0.853073967 1.62457761 0.92837459
##  [272,]  0.477960042 1.75722905 1.00682066
##  [273,]  0.117979178 0.91561997 1.10059857
##  [274,]  1.795668848 1.26716435 0.37387836
##  [275,]  0.639376232 0.84926930 1.14811974
##  [276,]  0.106917240 1.85654952 1.05568766
##  [277,]  3.486620828 0.28521775 1.53477513
##  [278,]  0.712714164 1.13341755 0.99531489
##  [279,]  0.767461119 0.22600345 0.83208621
##  [280,]  0.325566322 0.55156355 0.65736887
##  [281,]  1.270169231 0.69380771 0.61084275
##  [282,]  0.768804909 1.09991296 1.55513970
##  [283,]  0.335856449 0.80216920 1.23520240
##  [284,]  0.780233199 0.08399466 1.14742736
##  [285,]  0.227004289 1.48149900 1.33831738
##  [286,]  0.427812986 0.23368683 1.46073175
##  [287,]  0.227577467 0.65892860 0.75390436
##  [288,]  0.369124323 1.34001951 1.10795606
##  [289,]  0.584688778 2.11644310 1.18123845
##  [290,]  0.436650384 1.02538054 1.09073431
##  [291,]  0.595489944 1.93979214 1.15961517
##  [292,]  0.394916028 0.20488754 0.87549532
##  [293,]  0.363106907 1.04844733 1.05999542
##  [294,]  0.126367777 0.05800602 0.29748275
##  [295,]  1.449158490 3.33987485 1.90841174
##  [296,]  0.260873806 2.30803541 0.91892739
##  [297,]  3.736398332 0.53824156 0.86735774
##  [298,]  0.315142507 0.24771692 0.51363651
##  [299,]  2.177561565 0.90827840 0.94256341
##  [300,]  0.153870494 0.31608520 0.23131223
##  [301,]  1.527950541 0.18078829 1.30709275
##  [302,]  0.209060137 0.66136069 0.61773534
##  [303,]  0.747965073 0.89143001 1.66832815
##  [304,]  0.815755417 0.50287385 0.44728896
##  [305,]  1.194206200 1.80934464 0.74020925
##  [306,]  0.315581605 0.75506085 0.50335176
##  [307,]  0.933246800 1.32051223 0.63391946
##  [308,]  1.031640428 1.64955056 0.85562965
##  [309,]  1.497607300 1.14674905 1.08851998
##  [310,]  0.270075591 0.54569802 0.90969217
##  [311,]  1.858836556 1.30902731 0.87675739
##  [312,]  2.815930529 0.69271909 1.48443630
##  [313,]  0.430700963 0.24752000 0.94867473
##  [314,]  1.811312162 0.11091524 0.63166959
##  [315,]  1.223069709 0.10698956 0.87463769
##  [316,]  0.750753735 1.19871660 0.33080673
##  [317,]  0.097242596 0.40440938 1.33511460
##  [318,]  1.954222969 2.02114809 2.42554349
##  [319,]  0.250431235 1.19902313 0.68846914
##  [320,]  1.032475915 0.27652687 1.44050997
##  [321,]  1.718523339 1.32424891 0.51879427
##  [322,]  0.917088568 0.44246360 0.94062400
##  [323,]  0.740748330 0.51739008 0.85334810
##  [324,]  1.742779568 1.84631846 0.99995241
##  [325,]  1.247581629 0.44063842 0.81593306
##  [326,]  0.093645551 0.40015058 1.48953036
##  [327,]  0.031403121 2.05052844 0.60590600
##  [328,]  2.506377422 0.27113040 0.69848658
##  [329,]  0.996468495 0.99051342 0.46866277
##  [330,]  0.770230327 1.10319451 0.44508039
##  [331,]  1.262425321 1.24780842 0.75995297
##  [332,]  1.703868391 1.19882531 0.77935648
##  [333,]  1.370385247 0.44280041 0.77618658
##  [334,]  0.508328124 1.01943711 0.67051076
##  [335,]  0.514740458 1.70247942 2.08216313
##  [336,]  1.172803259 0.75607838 1.22808479
##  [337,]  0.577613369 0.27611800 0.48263276
##  [338,]  0.896746068 1.45863974 1.61096662
##  [339,]  0.350203113 0.40542548 0.85206970
##  [340,]  0.221369874 1.09707090 0.71686107
##  [341,]  3.440790948 1.28005354 1.41811588
##  [342,]  2.297281687 1.21140215 1.24845602
##  [343,]  0.270637712 0.86363002 0.66537991
##  [344,]  1.357165508 1.71053082 0.65350089
##  [345,]  1.490226213 0.20336488 1.74201142
##  [346,]  0.694752252 1.51530889 0.84707801
##  [347,]  2.627036164 0.93085195 0.90342535
##  [348,]  0.784806266 0.61146800 1.26601286
##  [349,]  1.198524040 0.30942190 0.38649271
##  [350,]  0.150684040 0.46389953 1.37590941
##  [351,]  2.434387188 1.01004060 2.05400373
##  [352,]  0.502266305 0.54956673 0.57515748
##  [353,]  0.726935810 1.85469233 1.16754219
##  [354,]  0.790134795 1.08394480 1.43225177
##  [355,]  1.813786277 0.93389361 1.47533092
##  [356,]  0.388103842 0.44907946 0.39212955
##  [357,]  0.422690084 0.43249656 0.38407430
##  [358,]  2.412729895 2.31103698 0.79972305
##  [359,]  0.600275215 0.44772557 0.56554691
##  [360,]  0.848966778 0.82571299 0.54619804
##  [361,]  0.621681651 1.48232917 1.16960927
##  [362,]  4.676610953 1.86364644 0.92622083
##  [363,]  0.999976810 0.78879785 0.58187015
##  [364,]  2.435337057 0.87762710 0.74116364
##  [365,]  1.429636934 0.47730048 0.83620391
##  [366,]  0.016338617 0.45161009 0.88769501
##  [367,]  2.400693872 1.18990060 0.97634503
##  [368,]  0.420187704 2.25452723 1.07194350
##  [369,]  0.304580275 1.07358297 0.36588497
##  [370,]  1.480938487 0.33257399 1.62955148
##  [371,]  0.054427816 0.97486698 0.82006430
##  [372,]  1.365572862 1.68854365 0.85594340
##  [373,]  0.734671325 0.81274947 1.09209011
##  [374,]  2.286907343 0.16691177 0.77493001
##  [375,]  0.866102920 0.46847509 1.35317789
##  [376,]  1.304139912 0.40186477 1.77276010
##  [377,]  2.525567723 1.30324621 0.64731712
##  [378,]  1.224797467 0.91408368 0.40204414
##  [379,]  0.337300425 0.92501972 0.37963439
##  [380,]  0.537778858 1.72234767 0.64520302
##  [381,]  0.659441194 1.04884239 0.90680202
##  [382,]  0.290514762 0.07550909 1.41948647
##  [383,]  0.795593284 0.48005372 0.55524568
##  [384,]  0.468528464 2.55512052 1.42050818
##  [385,]  0.809789485 0.56450158 0.97363694
##  [386,]  3.797593250 0.48386311 0.75896946
##  [387,]  0.120976588 0.88920202 0.44703314
##  [388,]  0.990384802 0.50779164 0.59426102
##  [389,]  0.171694198 0.56824003 1.09640340
##  [390,]  0.531444609 1.36059173 1.32418443
##  [391,]  0.262847441 0.79597862 1.44885849
##  [392,]  0.860808606 2.07630751 1.11357548
##  [393,]  0.794397586 0.92929269 0.49282178
##  [394,]  3.784237455 0.19518760 0.63327227
##  [395,]  1.512930305 0.62797613 1.30008072
##  [396,]  1.167829764 0.17402773 2.08328599
##  [397,]  0.465140160 1.97052367 1.20935973
##  [398,]  0.840898132 0.91923024 3.07919726
##  [399,]  0.413109075 1.81824417 1.57654032
##  [400,]  0.803535505 1.45766947 1.00111796
##  [401,]  0.955049009 3.15282514 1.00673039
##  [402,]  1.093663833 1.06617049 0.40351661
##  [403,]  3.023862483 0.93885840 0.64613143
##  [404,]  0.976440031 0.09624672 1.37307964
##  [405,]  0.704302098 0.41271675 1.14252546
##  [406,]  0.637574771 0.64795005 1.12239533
##  [407,]  0.632985361 0.34627000 1.98254695
##  [408,]  0.301459551 0.87820522 1.11705208
##  [409,]  1.328331728 1.02341437 2.57362034
##  [410,]  0.830372979 1.49786360 1.20184952
##  [411,]  0.134081890 1.91121730 0.50020787
##  [412,]  0.079362770 1.43416447 0.28864569
##  [413,]  0.350702080 0.87761706 1.11630974
##  [414,]  1.695396855 1.68852468 0.52221319
##  [415,]  1.201635207 0.91676638 1.33658658
##  [416,]  1.392015946 0.82602257 0.87569832
##  [417,]  0.438004281 0.75762490 2.08046255
##  [418,]  0.805536886 1.21043640 0.25191029
##  [419,]  1.038091371 1.09029454 0.84153053
##  [420,]  1.953612279 0.68436096 0.53191529
##  [421,]  0.561650217 0.64064703 1.50845030
##  [422,]  1.053151194 0.47617425 0.50083656
##  [423,]  0.742045373 1.93988216 1.05597493
##  [424,]  1.303000876 1.09450755 0.74079708
##  [425,]  0.460719523 0.21614617 0.52778172
##  [426,]  1.863334246 0.29823221 1.41231724
##  [427,]  0.149378772 0.26268962 0.50810799
##  [428,]  1.487042141 0.65813964 0.84543994
##  [429,]  1.322835278 0.90030399 0.82518772
##  [430,]  0.882554768 1.12700494 0.52172361
##  [431,]  2.240853628 3.26665332 0.89159849
##  [432,]  2.149745751 0.73134643 1.31645569
##  [433,]  0.087337779 0.58797168 0.45076174
##  [434,]  0.344387013 1.25213387 0.59072958
##  [435,]  1.047568387 0.57555868 0.99531671
##  [436,]  0.328888645 0.49907554 0.52243764
##  [437,]  1.100846914 0.61184784 0.33351822
##  [438,]  0.310784510 1.18626737 1.97210600
##  [439,]  1.179483290 0.12863408 0.71739840
##  [440,]  2.679968667 0.86262473 0.96680617
##  [441,]  1.060199333 0.50882204 0.95376042
##  [442,]  0.222813679 0.77179246 1.33281383
##  [443,]  0.987963081 0.43413133 0.70464353
##  [444,]  0.292497499 0.51036510 1.08778714
##  [445,]  0.396824096 0.23051667 0.47374864
##  [446,]  1.412101330 1.38790521 1.46770476
##  [447,]  0.020317739 1.26929885 1.78280139
##  [448,]  0.759582310 1.50909610 1.25790613
##  [449,]  0.467190715 0.21675339 1.12647254
##  [450,]  1.987206223 1.44531433 0.91489620
##  [451,]  0.695650079 0.31525741 1.11874668
##  [452,]  1.500546918 1.42278542 1.02026073
##  [453,]  2.200362914 2.50588189 1.31829758
##  [454,]  2.595360483 1.02825858 1.60405205
##  [455,]  0.105259140 0.53859809 0.98833179
##  [456,]  0.602914232 1.71858639 0.86545540
##  [457,]  0.306267712 0.07700360 2.25888494
##  [458,]  0.441861916 0.26149067 2.25941229
##  [459,]  0.385227319 1.40320059 0.81474576
##  [460,]  2.983578140 2.17461690 1.10703449
##  [461,]  0.748466524 1.42270621 0.66511776
##  [462,]  0.835406088 0.73476403 0.74260388
##  [463,]  0.921169283 0.17558205 1.04719391
##  [464,]  0.221953209 1.12508779 0.69858936
##  [465,]  1.934655462 0.51075947 0.85950099
##  [466,]  0.636309022 0.37810341 0.58082090
##  [467,]  1.394752000 0.72359358 0.05806471
##  [468,]  0.044415229 0.49151627 0.41587324
##  [469,]  0.230034714 0.21402191 0.41988713
##  [470,]  1.450733632 0.55983202 1.48112605
##  [471,]  0.559243989 1.78770523 0.68509572
##  [472,]  1.571174052 0.61852449 0.88008852
##  [473,]  1.077575650 0.61394572 1.18632662
##  [474,]  0.587770023 1.12961464 1.95645854
##  [475,]  1.063931993 1.54113770 1.44761449
##  [476,]  0.677842700 3.61193207 1.18193231
##  [477,]  0.895301664 1.87238974 0.98624136
##  [478,]  2.196193258 0.65318921 1.45570130
##  [479,]  0.234332465 0.44883479 0.64427186
##  [480,]  1.432314097 0.94435850 1.24674621
##  [481,]  0.887689339 1.31990049 0.60000489
##  [482,]  0.880319742 0.69355719 0.77558823
##  [483,]  1.794899804 0.37318104 0.56763201
##  [484,]  1.048498052 1.38144728 0.90127444
##  [485,]  0.668532561 1.56796951 1.76840330
##  [486,]  0.452254863 1.09154984 1.37576783
##  [487,]  0.239221769 1.10136958 0.72891492
##  [488,]  0.253813860 0.34381533 1.46487214
##  [489,]  0.387796330 0.67279691 0.83668524
##  [490,]  1.410226463 0.08209038 1.42866066
##  [491,]  1.692577194 0.68057072 1.37850759
##  [492,]  3.234819867 0.28935211 1.29695794
##  [493,]  1.826387900 0.82087890 1.66179064
##  [494,]  0.171219793 0.79901637 0.97365335
##  [495,]  2.620639206 0.68648549 0.68255614
##  [496,]  1.345163838 0.89136668 0.51618796
##  [497,]  1.061845471 1.36452714 0.58076641
##  [498,]  0.606376731 0.67567837 0.98277563
##  [499,]  0.614660227 0.05101948 0.43210670
##  [500,]  0.409300996 2.85502381 1.45463415
##  [501,]  0.445450562 0.57252894 0.80414953
##  [502,]  0.266534930 1.20453704 1.56857190
##  [503,]  0.753181384 0.66756011 0.87637180
##  [504,]  0.056883956 1.05254940 0.43454832
##  [505,]  0.818244677 0.32285400 0.44572782
##  [506,]  0.787523800 0.31188232 1.01479639
##  [507,]  0.683670179 0.19053025 1.12028789
##  [508,]  1.271270215 0.49404502 0.57261321
##  [509,]  0.126482508 0.69289247 0.44658356
##  [510,]  2.866093337 0.24162983 2.38143037
##  [511,]  0.284054343 0.40689006 0.98714667
##  [512,]  2.317118459 1.39186491 0.59805981
##  [513,]  1.151594262 1.01322853 1.06276489
##  [514,]  0.076222926 0.78677381 1.06692243
##  [515,]  0.862142599 0.58251491 0.76988085
##  [516,]  1.038741499 0.82128268 1.31228012
##  [517,]  1.030461034 0.99352226 0.85969522
##  [518,]  1.465662273 1.45492861 0.23642219
##  [519,]  1.301787809 2.58550802 1.07276823
##  [520,]  0.107035837 1.29252016 1.72811383
##  [521,]  1.327286646 0.84717686 0.72101793
##  [522,]  0.532050011 1.21374590 0.72743453
##  [523,]  0.957602845 0.56080148 0.91697944
##  [524,]  1.434244954 2.02651979 0.63156275
##  [525,]  2.837729928 0.12157790 0.64795284
##  [526,]  0.920458941 0.96707543 1.11141833
##  [527,]  0.679631632 1.56244629 0.78370610
##  [528,]  0.261317800 0.70069164 0.45151877
##  [529,]  0.501274244 0.23948790 0.78360695
##  [530,]  0.614301346 0.31618729 0.81929841
##  [531,]  0.162592413 1.24147718 0.66555336
##  [532,]  0.121501140 0.67575311 0.82420926
##  [533,]  1.918289018 1.92173542 0.93839596
##  [534,]  0.537174009 1.90630244 0.86174897
##  [535,]  0.744972987 0.56076147 0.94411987
##  [536,]  0.623249164 1.95849247 0.75156738
##  [537,]  1.103631331 1.59328216 0.71014244
##  [538,]  0.414695692 2.11810265 0.47548648
##  [539,]  2.077846012 0.39972856 0.86302737
##  [540,]  0.136628867 0.57114978 1.33658161
##  [541,]  0.503978657 1.78774708 0.99604349
##  [542,]  1.301811219 0.98459192 0.34673616
##  [543,]  3.936614990 0.95972395 0.90762474
##  [544,]  0.315021399 1.02237871 0.65628947
##  [545,]  3.042570095 0.51185478 0.90773399
##  [546,]  2.459577956 0.12531024 0.36037364
##  [547,]  0.866349023 0.86663227 0.75975996
##  [548,]  0.701226342 0.81273231 0.53058529
##  [549,]  0.964078969 2.97787115 0.85833862
##  [550,]  0.372141766 1.78823649 0.95474848
##  [551,]  0.951290030 0.59151338 0.59048557
##  [552,]  0.492485308 1.19415300 0.88521282
##  [553,]  0.022024039 0.62821987 0.71105302
##  [554,]  1.513450311 0.16255446 1.96768822
##  [555,]  0.578774737 0.91945664 0.57560003
##  [556,]  0.753331055 0.51298569 2.59875591
##  [557,]  1.027080009 0.77673523 1.53332353
##  [558,]  0.368706194 0.85294518 0.61317363
##  [559,]  1.262663288 1.25518322 0.59699425
##  [560,]  2.251691564 0.88578917 0.69952816
##  [561,]  1.836512385 0.41857396 0.64072316
##  [562,]  0.447091641 1.30298163 0.53326343
##  [563,]  0.173730965 0.43693261 0.90201061
##  [564,]  1.649651685 0.82141903 0.76881621
##  [565,]  0.619699327 2.28966596 2.04323749
##  [566,]  0.144172238 1.37269040 1.32699631
##  [567,]  2.533757393 3.27004711 1.85014713
##  [568,]  0.831458387 2.42524120 1.18320027
##  [569,]  0.668799650 0.16423190 0.32579528
##  [570,]  1.726543421 1.42519243 1.76565864
##  [571,]  0.159106906 0.53620971 1.34923296
##  [572,]  0.099734270 2.67689250 0.97202887
##  [573,]  1.199966311 0.64899572 0.61965162
##  [574,]  0.794511750 2.29385094 1.12149714
##  [575,]  0.401740620 0.92594339 0.64716938
##  [576,]  1.753444250 0.71300419 1.18437145
##  [577,]  0.768037571 1.01282843 1.26479254
##  [578,]  0.154964858 0.15640017 0.55973787
##  [579,]  1.455234554 0.63173705 1.80286759
##  [580,]  0.660118803 1.46064063 0.81239411
##  [581,]  0.945294312 0.21126425 0.83151719
##  [582,]  5.003046155 1.17228669 0.81614032
##  [583,]  0.756263135 2.16884200 0.44012596
##  [584,]  0.144248474 0.52046990 1.45112354
##  [585,]  1.028579338 0.85994671 1.05517827
##  [586,]  1.378266690 0.85210622 0.34011786
##  [587,]  0.920598506 1.81095106 1.49317895
##  [588,]  0.170469351 0.71310097 1.57731302
##  [589,]  0.404183590 0.08046171 2.54629626
##  [590,]  0.428138209 0.45313409 0.34562062
##  [591,]  2.977783355 0.24629969 0.50308487
##  [592,]  0.717007677 0.88723220 2.14500626
##  [593,]  0.327463797 0.67433112 1.98760982
##  [594,]  3.530172020 0.75282028 0.71436111
##  [595,]  1.931713920 0.36990103 1.00681040
##  [596,]  1.599889339 0.21730862 0.44570784
##  [597,]  1.127822460 2.09862203 1.48836660
##  [598,]  0.969515707 0.63047252 1.03172526
##  [599,]  0.832409374 2.96184263 1.46922655
##  [600,]  1.332071638 0.39985612 1.09507753
##  [601,]  0.701749682 0.65305410 1.73588930
##  [602,]  0.964416853 0.26354972 1.11259578
##  [603,]  1.787840168 0.26142596 1.05694879
##  [604,]  0.176748254 1.12076775 1.69076419
##  [605,]  0.685012884 0.13409383 1.33099026
##  [606,]  0.847470773 0.69624865 0.65989110
##  [607,]  0.657804484 0.30579713 1.84864201
##  [608,]  1.915397189 0.92831621 1.32375809
##  [609,]  0.559143903 0.40187663 1.69901626
##  [610,]  0.208300642 1.16415967 0.96200370
##  [611,]  0.728487617 0.09669139 0.97120317
##  [612,]  0.397976616 1.08384842 0.38888082
##  [613,]  0.828027114 1.16820610 1.71863022
##  [614,]  1.235011864 1.32477188 1.27346262
##  [615,]  0.532523494 1.45477390 2.22919891
##  [616,]  0.975638076 1.69969751 0.50662654
##  [617,]  1.925121841 0.55259042 0.59076735
##  [618,]  1.131580637 1.28997975 2.55661758
##  [619,]  0.617811780 0.98558102 1.27694975
##  [620,]  1.560967651 0.86890165 0.97091479
##  [621,]  0.475286349 1.03905856 1.08606428
##  [622,]  0.461657985 1.53149295 0.98354524
##  [623,]  0.438121481 1.08794551 0.93242604
##  [624,]  0.504320412 2.19623134 1.10936296
##  [625,]  0.484033607 0.55166931 1.48209446
##  [626,]  1.099811693 1.43905260 1.35398420
##  [627,]  0.654965881 0.32238802 0.95784764
##  [628,]  4.709018324 2.27971691 1.42229645
##  [629,]  2.197749317 0.60053695 1.37833272
##  [630,]  1.170297196 0.47899750 0.66995506
##  [631,]  0.168578412 3.35173098 0.96878825
##  [632,]  1.243949676 0.63579081 1.59462477
##  [633,]  0.128369231 1.13704713 2.59035982
##  [634,]  0.464941590 0.55665390 0.53003338
##  [635,]  0.130431708 0.33050679 0.87907971
##  [636,]  1.260715779 0.21110920 0.68988326
##  [637,]  1.059225371 0.43896788 0.72813539
##  [638,]  0.614974041 1.20583947 1.15480517
##  [639,]  2.735341258 0.92491153 1.06960160
##  [640,]  1.008061300 0.88499830 1.12385556
##  [641,]  1.664637808 1.99305843 0.29630253
##  [642,]  1.920865997 1.63701227 1.20955210
##  [643,]  0.514063826 0.30971793 0.47842657
##  [644,]  0.449305227 0.83755920 1.03227022
##  [645,]  1.247382155 2.44565049 0.62874409
##  [646,]  0.305278365 0.20841822 0.55090711
##  [647,]  3.949847863 1.43300521 0.90847985
##  [648,]  0.705938896 0.56796976 1.13432866
##  [649,]  0.475020596 0.16221106 0.74101126
##  [650,]  0.977115308 2.09986486 0.86729872
##  [651,]  1.625698496 1.56353390 0.83247849
##  [652,]  1.391865460 0.97025049 0.79949457
##  [653,]  1.014933436 0.48437129 0.76215381
##  [654,]  0.697923467 0.85080418 1.10569419
##  [655,]  1.275310232 0.98059819 0.98490065
##  [656,]  0.124940528 0.22332456 0.84962908
##  [657,]  1.026788690 0.68306559 0.63661092
##  [658,]  0.352475174 0.94707302 0.48523381
##  [659,]  0.618564896 1.22941715 0.62588524
##  [660,]  2.138826887 0.56270504 0.32281821
##  [661,]  1.902674539 0.19891923 1.21150461
##  [662,]  0.745628041 1.05648500 1.41307664
##  [663,]  0.779280596 1.90704743 0.52948914
##  [664,]  1.329326342 1.45959951 1.62524651
##  [665,]  1.920084600 1.22340061 1.15660667
##  [666,]  1.966908091 1.07897228 1.53966940
##  [667,]  3.306591769 1.65925541 1.40859853
##  [668,]  0.479360721 1.25862919 0.98049259
##  [669,]  0.155593437 1.49653744 2.19764310
##  [670,]  0.860038166 0.53648444 0.58107574
##  [671,]  1.881989159 0.42871698 1.18655188
##  [672,]  0.555935101 1.92174992 0.67636121
##  [673,]  1.869440773 1.70903735 1.15398121
##  [674,]  0.499982677 0.19578726 2.12159614
##  [675,]  1.227389738 0.05598554 0.54291484
##  [676,]  0.949657009 0.17749042 1.02748522
##  [677,]  2.006440043 1.05242362 1.33187926
##  [678,]  0.676006777 0.64710035 1.65874538
##  [679,]  0.791366430 1.49501758 0.90693569
##  [680,]  0.305332307 1.22650286 1.27207355
##  [681,]  1.014031629 0.51249396 0.68989043
##  [682,]  0.506264527 0.68155509 1.20698008
##  [683,]  1.153883503 0.97637048 0.27378379
##  [684,]  0.507158675 1.16556622 0.41569139
##  [685,]  0.447900923 1.71990577 0.84486043
##  [686,]  0.297617332 1.18345738 1.16495034
##  [687,]  0.277183543 0.20632397 1.42200394
##  [688,]  1.195599129 0.86706242 1.13029394
##  [689,]  0.595401875 0.74300540 0.61937687
##  [690,]  0.312852707 0.73159255 0.80553391
##  [691,]  3.740357021 0.81742411 0.95343690
##  [692,]  1.496600017 1.54057320 0.68315686
##  [693,]  1.474275799 0.92127054 0.66520191
##  [694,]  3.200675475 1.47700795 1.44716300
##  [695,]  1.916918882 0.05937653 1.64250102
##  [696,]  0.838872879 0.78238113 1.34833976
##  [697,]  2.280426668 0.51391953 0.75202517
##  [698,]  1.467961420 0.72344465 0.71263088
##  [699,]  0.747431230 1.30578063 1.25736641
##  [700,]  0.217232406 1.62734647 0.76929155
##  [701,]  0.355916766 1.14767540 0.85022404
##  [702,]  0.755718602 0.41802593 0.99638651
##  [703,]  0.965553893 0.14456755 0.75961143
##  [704,]  0.212624602 0.46056042 0.73600853
##  [705,]  1.647575638 0.46123412 1.42597256
##  [706,]  0.865635749 0.22125820 0.84633733
##  [707,]  1.737195945 1.35241894 1.09361382
##  [708,]  1.232948739 0.66277991 1.81849635
##  [709,]  1.947670355 1.17366143 0.55340195
##  [710,]  1.012098209 1.38877637 1.72540698
##  [711,]  0.696611967 0.73774550 1.15546095
##  [712,]  0.780970214 1.35079335 0.90779711
##  [713,]  0.583733821 1.78627106 1.05006588
##  [714,]  0.208371028 0.85275244 0.61959652
##  [715,]  0.886689927 1.46355639 0.57494390
##  [716,]  2.772849163 0.29517195 0.99806973
##  [717,]  0.324515226 1.11099941 0.64963469
##  [718,]  0.282289677 0.18173587 0.81271420
##  [719,]  0.168746314 0.12666221 1.53178634
##  [720,]  0.145058097 1.09485610 2.93723651
##  [721,]  0.317367578 1.44664537 1.22494798
##  [722,]  0.786033150 1.03925156 0.93046719
##  [723,]  0.668581927 1.32488487 1.03482493
##  [724,]  0.468894740 1.39228132 1.05572342
##  [725,]  0.297453476 0.54931309 0.45338243
##  [726,]  1.932303210 0.52424662 1.40140271
##  [727,]  0.744013807 0.79209107 0.44790517
##  [728,]  1.691430899 0.94627532 0.37202601
##  [729,]  3.097815722 1.16895491 0.77863364
##  [730,]  0.775172262 0.62997867 0.82774265
##  [731,]  0.743280318 0.25809172 1.60899089
##  [732,]  0.419702216 1.52707270 0.49298032
##  [733,]  0.186626066 1.28042766 0.73047580
##  [734,]  0.407660354 0.50688833 0.86917376
##  [735,]  1.001712670 0.96251199 1.06156886
##  [736,]  0.276945382 0.94747858 0.78838452
##  [737,]  0.025356235 0.79704615 0.95291024
##  [738,]  1.380837177 5.71004497 1.11424704
##  [739,]  0.163609278 0.95859508 1.21119795
##  [740,]  0.489274504 0.53691305 0.56123518
##  [741,]  1.996843745 0.74809292 1.71787123
##  [742,]  1.011359768 2.65042388 0.77440874
##  [743,]  0.835514346 1.03380542 0.90537913
##  [744,]  0.442447125 1.49950137 1.54405245
##  [745,]  2.610111312 0.65742569 0.74797352
##  [746,]  1.231592548 0.77973252 0.31793666
##  [747,]  3.370684733 0.92637145 0.78289696
##  [748,]  0.922723560 0.27871606 1.21934153
##  [749,]  0.852521309 0.64532932 1.12793041
##  [750,]  0.820526853 1.23395563 1.76375783
##  [751,]  1.424470669 0.74070049 0.66702036
##  [752,]  0.138772834 0.57910570 1.10542956
##  [753,]  0.384934684 0.36784106 1.03665900
##  [754,]  0.283589474 4.93222499 1.18689269
##  [755,]  2.288543162 0.47348115 0.47206170
##  [756,]  0.049502369 1.21960178 0.58696215
##  [757,]  0.730160032 0.43310945 0.45572286
##  [758,]  0.043650520 0.42753462 0.68789173
##  [759,]  0.960385097 0.39202134 1.58756416
##  [760,]  0.384154451 2.79351067 0.96757617
##  [761,]  1.881926857 0.24100166 0.75390502
##  [762,]  1.652210735 2.70616761 1.38692763
##  [763,]  2.050512984 1.11692194 1.57882447
##  [764,]  0.757799095 2.13425977 0.61882854
##  [765,]  1.841100786 0.53625657 1.29005347
##  [766,]  0.334374358 1.58101226 0.64053268
##  [767,]  0.756172530 0.17490887 0.75389616
##  [768,]  0.046565748 1.02659342 0.86645503
##  [769,]  1.108868634 0.14546754 0.85467743
##  [770,]  0.903302993 0.77225142 2.09315849
##  [771,]  1.062967083 0.24692339 1.46545401
##  [772,]  2.373086669 0.95744061 0.83060508
##  [773,]  1.594896062 1.39494740 0.99722227
##  [774,]  0.030558113 0.20016960 1.34481728
##  [775,]  2.003174786 0.44382298 1.28426601
##  [776,]  1.451654959 0.67239817 0.76747595
##  [777,]  0.340856219 1.20534727 1.14352020
##  [778,]  0.777355711 0.21739763 1.21625454
##  [779,]  0.567511680 2.73517005 0.45493068
##  [780,]  0.333528447 0.49448078 1.96711057
##  [781,]  0.535125451 0.51915685 1.11426583
##  [782,]  0.326542215 0.30754521 0.82285774
##  [783,]  1.445417878 0.60759480 1.90248198
##  [784,]  0.801052773 0.35174469 1.67365823
##  [785,]  0.658089143 1.63315344 1.14961092
##  [786,]  1.414165399 1.44770602 1.70372567
##  [787,]  0.449061717 1.32510055 0.43503874
##  [788,]  0.386046582 0.99466891 1.34851341
##  [789,]  1.232311988 1.30484937 2.41578884
##  [790,]  1.226389841 0.99037603 0.84046964
##  [791,]  0.289255985 0.37850286 1.24243954
##  [792,]  1.032497128 1.64106030 0.75573301
##  [793,]  2.129735371 0.51377321 1.10027544
##  [794,]  0.843058095 1.58317089 1.57218835
##  [795,]  3.176909270 0.52462286 0.54806431
##  [796,]  0.984603238 0.79644676 0.99165463
##  [797,]  1.650854926 1.04112657 1.85203207
##  [798,] 11.170945585 1.89295855 1.22840002
##  [799,]  0.878705963 0.26216513 1.07123349
##  [800,]  1.516524730 0.27327375 0.84007104
##  [801,]  0.258268410 0.39623431 0.89543200
##  [802,]  1.329323338 2.93780969 1.65174841
##  [803,]  0.182513304 1.28763016 0.94784703
##  [804,]  0.057601386 0.97423221 0.55138281
##  [805,]  1.595403496 0.94803026 0.95655116
##  [806,]  2.121563891 2.30601134 0.99657384
##  [807,]  0.455593894 2.06969420 1.00118206
##  [808,]  0.807604810 0.73073951 1.26874779
##  [809,]  1.121818788 0.26713936 1.02455956
##  [810,]  0.523437970 1.12967127 0.97336549
##  [811,]  0.265143060 0.39259507 0.98378684
##  [812,]  0.149209855 0.28620454 0.87053939
##  [813,]  0.463559831 0.24605098 1.69278402
##  [814,]  0.105951372 2.38723613 1.35041928
##  [815,]  3.025864323 0.51326668 0.80147787
##  [816,]  0.349426432 0.63052960 0.83998769
##  [817,]  1.857414252 0.49619815 1.51702828
##  [818,]  0.729062269 1.53958420 0.38339163
##  [819,]  1.938113773 0.50848932 1.74956180
##  [820,]  1.754160600 0.50658045 1.82310400
##  [821,]  0.623523038 1.15492848 1.25570998
##  [822,]  1.051549842 0.21117097 0.42086647
##  [823,]  0.500102702 0.92926435 1.06159381
##  [824,]  0.606381928 0.93231733 1.34976511
##  [825,]  1.138002203 0.65237658 1.26388499
##  [826,]  1.164387534 1.47673822 0.83797179
##  [827,]  0.377968387 1.32458550 1.07289716
##  [828,]  0.410226291 1.16074772 1.57354643
##  [829,]  0.615547576 0.22501559 0.74339561
##  [830,]  0.451086852 0.75513376 2.60321363
##  [831,]  0.782253927 0.79549862 0.48869332
##  [832,]  1.663921427 0.59678168 1.88723436
##  [833,]  0.647070747 0.28587376 1.34419002
##  [834,]  0.623014440 1.89762905 0.83552087
##  [835,]  0.782958212 0.74737716 0.81398745
##  [836,]  0.556058705 0.17894517 0.47718770
##  [837,]  0.943417988 0.99494692 1.04081141
##  [838,]  0.183095897 0.75225272 1.30606562
##  [839,]  1.383007588 1.78162541 0.91280162
##  [840,]  0.249484918 2.89981720 1.43515114
##  [841,]  2.102933304 1.06169755 0.69680833
##  [842,]  1.443618316 0.88598016 0.58056694
##  [843,]  1.255587184 1.56952172 1.40667092
##  [844,]  2.066569572 2.35091134 1.45384575
##  [845,]  1.228798984 0.60693520 1.23534966
##  [846,]  0.997339171 0.37854828 0.46766588
##  [847,]  0.441125126 0.18943312 1.82940436
##  [848,]  0.118161917 1.19510794 0.76877155
##  [849,]  1.040465588 0.69033892 0.59395751
##  [850,]  2.609295255 1.20614672 0.73245939
##  [851,]  1.623367863 0.86939529 1.20591570
##  [852,]  2.173944735 0.17009816 1.03029373
##  [853,]  0.704170473 1.88658853 0.99090819
##  [854,]  0.693500502 1.26752386 1.45640509
##  [855,]  0.450963813 0.80225987 1.12243726
##  [856,]  0.142260551 1.82889044 1.09935985
##  [857,]  3.003921795 0.42016780 0.62366420
##  [858,]  0.942647323 1.21366223 0.59513984
##  [859,]  1.257875149 1.03100767 0.81258257
##  [860,]  0.748548844 0.85936409 1.47461226
##  [861,]  1.675992996 0.45820274 0.69441158
##  [862,]  0.367406439 0.55115478 0.74549967
##  [863,]  0.670364561 0.63091842 1.37312996
##  [864,]  1.460555901 0.32531281 1.20150163
##  [865,]  0.919106236 0.73478116 1.51883361
##  [866,]  0.842325429 0.79529909 0.74249677
##  [867,]  0.310447196 1.50732205 1.63838684
##  [868,]  0.298990954 2.76126810 1.83526214
##  [869,]  1.794913329 1.78259712 0.66987093
##  [870,]  0.689724982 0.17874204 0.45579348
##  [871,]  1.901196070 0.77235960 1.53225822
##  [872,]  0.527732701 1.17824071 0.88778796
##  [873,]  0.442925420 0.79869742 0.84346211
##  [874,]  0.995380982 0.99099092 0.83993825
##  [875,]  0.378914112 0.51640009 0.91817375
##  [876,]  0.823252868 0.52022466 1.29248165
##  [877,]  0.120945048 0.66275741 0.58131503
##  [878,]  0.411841112 0.17431428 0.58626355
##  [879,]  1.513724914 0.24755956 0.91610557
##  [880,]  0.147753953 0.14243184 1.04232364
##  [881,]  0.878304355 0.29769016 0.93784591
##  [882,]  0.027677967 0.86817804 0.81951738
##  [883,]  1.425815866 0.67410441 1.17816351
##  [884,]  1.665789763 0.63672765 0.85512661
##  [885,]  1.007221764 0.40117475 1.22910219
##  [886,]  0.677949969 0.55130534 0.84318301
##  [887,]  1.840322722 1.57003840 0.52364914
##  [888,]  0.635962189 2.09415809 0.65791472
##  [889,]  1.929137342 0.45062864 0.96385862
##  [890,]  0.624499811 1.89599973 0.83724898
##  [891,]  1.858042565 0.10588661 0.84108990
##  [892,]  0.883352292 0.27368632 0.46242780
##  [893,]  0.780226132 0.72353977 1.29185783
##  [894,]  1.307869947 0.72490712 1.62745472
##  [895,]  1.210755226 1.82459037 0.92968435
##  [896,]  0.898218145 1.17422406 0.76114923
##  [897,]  0.007438471 1.64333316 0.92215820
##  [898,]  0.866169470 0.78085062 1.73367125
##  [899,]  1.698938949 0.51124521 0.79372153
##  [900,]  1.127822827 0.39024432 0.57438912
##  [901,]  0.881022756 1.07993495 0.67609476
##  [902,]  1.022972273 1.00256853 0.62558270
##  [903,]  0.084286921 1.25026137 1.30324565
##  [904,]  0.036958335 0.44340048 0.25455424
##  [905,]  0.260797903 1.20004960 1.23702962
##  [906,]  1.058692590 1.46757033 1.53523609
##  [907,]  0.764591129 0.88944652 0.75531094
##  [908,]  1.162480152 1.20667567 0.69263787
##  [909,]  0.458215515 0.78125949 0.76620691
##  [910,]  0.922003021 1.37689230 0.65334574
##  [911,]  1.331529877 0.21773132 0.77370574
##  [912,]  0.566555660 1.62357501 1.98871629
##  [913,]  0.491668836 0.61765842 0.57152144
##  [914,]  1.234865250 0.71626769 0.57393188
##  [915,]  0.473598615 2.09697616 0.82298729
##  [916,]  0.870655153 0.66275115 0.98494207
##  [917,]  0.278112748 2.54287113 0.93949920
##  [918,]  0.154699033 1.10052655 0.76463324
##  [919,]  0.265905219 1.24565620 1.07910252
##  [920,]  1.717471606 2.27388781 0.43153599
##  [921,]  1.386382580 1.84208159 1.11606891
##  [922,]  0.431967576 0.56932533 0.38875463
##  [923,]  2.182392483 0.16706364 1.30659811
##  [924,]  1.333502419 1.44582077 0.75884823
##  [925,]  1.061871078 0.61364712 1.01400307
##  [926,]  3.678011687 0.62635548 0.77434702
##  [927,]  0.378480523 0.58261055 0.67693832
##  [928,]  1.039420685 1.83395211 1.98352237
##  [929,]  0.618789996 2.72887608 0.54203322
##  [930,]  0.635473442 1.32447936 1.49650560
##  [931,]  0.827538061 2.09985835 1.74341136
##  [932,]  0.050767445 2.86388789 1.73429784
##  [933,]  0.141273895 0.93472001 1.98589005
##  [934,]  0.017744894 0.85323845 0.74144960
##  [935,]  1.679145950 0.15046339 0.64304283
##  [936,]  0.556272095 1.25756656 0.90173277
##  [937,]  0.219619948 1.32101969 1.46903028
##  [938,]  0.516910055 2.32166643 0.68534330
##  [939,]  0.275875056 3.06143191 1.34071469
##  [940,]  0.737519893 1.73298313 0.77956805
##  [941,]  0.209008966 0.57483574 0.90072566
##  [942,]  0.769670353 0.61084043 0.24740236
##  [943,]  2.008553980 0.40199278 1.32725729
##  [944,]  0.931037659 0.42079895 0.56819227
##  [945,]  2.632764690 0.71614452 1.60922796
##  [946,]  2.371076040 1.40356668 0.93940332
##  [947,]  0.495901631 1.12294966 1.12950279
##  [948,]  0.141551179 0.47784288 1.34088600
##  [949,]  0.127202007 0.57932731 1.09863445
##  [950,]  0.818910512 0.63790767 0.88529696
##  [951,]  1.756419178 1.10713604 1.00014192
##  [952,]  0.463833292 0.16560256 1.82556936
##  [953,]  1.567558887 0.44287596 1.16878051
##  [954,]  0.385403733 2.11424772 0.50376915
##  [955,]  0.279951452 0.99922527 0.63781919
##  [956,]  0.540402370 0.20437283 1.23381981
##  [957,]  1.277233752 1.63324318 0.97358940
##  [958,]  0.483353720 0.35724362 0.29994531
##  [959,]  0.131023336 0.06208534 0.49046083
##  [960,]  0.514041824 1.01847330 0.37744348
##  [961,]  0.271756172 0.73239995 0.72149849
##  [962,]  1.350012965 0.33080262 1.28018539
##  [963,]  0.737052632 0.81543028 0.37713839
##  [964,]  0.898137140 0.06493967 1.41363272
##  [965,]  2.348340850 1.06327503 0.59507107
##  [966,]  0.139901074 0.65335761 1.22947000
##  [967,]  1.213615780 2.48336534 0.38178302
##  [968,]  1.594437299 1.21135829 0.89777491
##  [969,]  0.388458019 2.20516138 0.97447869
##  [970,]  0.086263024 1.98678391 0.89421390
##  [971,]  1.250995835 1.42321079 0.83645421
##  [972,]  0.256133110 0.42660570 1.19645805
##  [973,]  0.388354047 0.39292223 2.43511241
##  [974,]  2.317219742 0.14820125 1.38416522
##  [975,]  0.491154606 1.00041642 2.16631116
##  [976,]  0.700519512 2.63409343 1.46245290
##  [977,]  3.016448577 0.46163430 1.20294292
##  [978,]  2.713907436 0.91351015 0.87404436
##  [979,]  0.876626653 1.26335235 1.31105373
##  [980,]  0.232083818 0.57792505 1.47881699
##  [981,]  0.277839759 0.32250169 0.35458890
##  [982,]  1.250153252 1.68202702 1.23264838
##  [983,]  3.873384420 2.18842655 1.48171587
##  [984,]  1.039210873 0.66826232 1.35530216
##  [985,]  0.357110762 0.68016697 1.40138745
##  [986,]  1.792312670 0.27043853 0.27858328
##  [987,]  0.088105764 0.51976006 0.69470354
##  [988,]  0.799249137 0.48325513 0.97732402
##  [989,]  0.279467523 3.26095855 1.05203511
##  [990,]  0.935633055 0.60823068 1.06798285
##  [991,]  0.147144647 0.76208208 0.65759536
##  [992,]  0.261420480 0.69270559 0.74483422
##  [993,]  0.212130536 0.47320132 1.16373244
##  [994,]  0.356467556 0.26220324 0.58373434
##  [995,]  0.467057139 4.45555577 2.25644452
##  [996,]  0.766733482 1.39309206 1.12123875
##  [997,]  0.236281929 1.24556599 0.61557640
##  [998,]  0.375843517 0.72085076 0.70783726
##  [999,]  0.921955568 1.00056848 0.68048800
## [1000,]  0.617887873 0.49527801 0.95365371
## 
## $bootSSE
##            [,1]
##    [1,] 4222420
##    [2,] 3678673
##    [3,] 3784213
##    [4,] 3735532
##    [5,] 4217832
##    [6,] 3350623
##    [7,] 3735083
##    [8,] 4200316
##    [9,] 3870113
##   [10,] 3759897
##   [11,] 3902817
##   [12,] 3787884
##   [13,] 3800639
##   [14,] 3902969
##   [15,] 3797360
##   [16,] 3844595
##   [17,] 4027740
##   [18,] 3553409
##   [19,] 3975424
##   [20,] 4076496
##   [21,] 3653848
##   [22,] 4057088
##   [23,] 4010727
##   [24,] 3971380
##   [25,] 3883348
##   [26,] 3659698
##   [27,] 4065056
##   [28,] 4084603
##   [29,] 3507778
##   [30,] 3847275
##   [31,] 3806299
##   [32,] 3867284
##   [33,] 4040283
##   [34,] 3776383
##   [35,] 3919741
##   [36,] 3704034
##   [37,] 4169380
##   [38,] 4018742
##   [39,] 3998357
##   [40,] 3960202
##   [41,] 3787784
##   [42,] 3772669
##   [43,] 4013893
##   [44,] 4078258
##   [45,] 3979465
##   [46,] 3724504
##   [47,] 3961053
##   [48,] 4081080
##   [49,] 3895866
##   [50,] 4097366
##   [51,] 4032710
##   [52,] 4063599
##   [53,] 4297203
##   [54,] 4043306
##   [55,] 3753416
##   [56,] 3928976
##   [57,] 3851069
##   [58,] 3940548
##   [59,] 4055119
##   [60,] 3652216
##   [61,] 3893900
##   [62,] 4216834
##   [63,] 4212497
##   [64,] 3889129
##   [65,] 3963222
##   [66,] 3732049
##   [67,] 3769381
##   [68,] 3667348
##   [69,] 3743071
##   [70,] 4072467
##   [71,] 4038897
##   [72,] 4027306
##   [73,] 4187429
##   [74,] 4016773
##   [75,] 3904681
##   [76,] 4235965
##   [77,] 3819806
##   [78,] 3807382
##   [79,] 4163066
##   [80,] 4073364
##   [81,] 3979587
##   [82,] 3859985
##   [83,] 4129859
##   [84,] 3796960
##   [85,] 3795307
##   [86,] 3887729
##   [87,] 3889920
##   [88,] 3599797
##   [89,] 4116872
##   [90,] 3907459
##   [91,] 3969960
##   [92,] 3739318
##   [93,] 4001665
##   [94,] 4217435
##   [95,] 3734320
##   [96,] 3867142
##   [97,] 4093148
##   [98,] 3926529
##   [99,] 4265477
##  [100,] 4004859
##  [101,] 3744788
##  [102,] 4120232
##  [103,] 3844446
##  [104,] 3714022
##  [105,] 3865535
##  [106,] 4143807
##  [107,] 3929272
##  [108,] 3893399
##  [109,] 3583568
##  [110,] 4312251
##  [111,] 3813230
##  [112,] 3890981
##  [113,] 4094465
##  [114,] 3591630
##  [115,] 4044358
##  [116,] 4361958
##  [117,] 3992013
##  [118,] 4188763
##  [119,] 4144399
##  [120,] 3872552
##  [121,] 3660005
##  [122,] 4079345
##  [123,] 3840440
##  [124,] 4150680
##  [125,] 3662267
##  [126,] 4040795
##  [127,] 3966767
##  [128,] 4302969
##  [129,] 4042736
##  [130,] 4207466
##  [131,] 3892447
##  [132,] 3965960
##  [133,] 4012811
##  [134,] 3915142
##  [135,] 3933185
##  [136,] 4155423
##  [137,] 3857216
##  [138,] 4158648
##  [139,] 4117381
##  [140,] 3556016
##  [141,] 4089627
##  [142,] 4158805
##  [143,] 3991391
##  [144,] 4078108
##  [145,] 4396258
##  [146,] 3961791
##  [147,] 3917787
##  [148,] 3868424
##  [149,] 3976397
##  [150,] 4220943
##  [151,] 3822372
##  [152,] 3876158
##  [153,] 4020543
##  [154,] 3764014
##  [155,] 4089031
##  [156,] 3723571
##  [157,] 3598853
##  [158,] 3946515
##  [159,] 3851489
##  [160,] 3973448
##  [161,] 4059623
##  [162,] 3974284
##  [163,] 4271651
##  [164,] 4177605
##  [165,] 3980335
##  [166,] 4038006
##  [167,] 3575721
##  [168,] 4030107
##  [169,] 4060886
##  [170,] 4098149
##  [171,] 4114128
##  [172,] 3809237
##  [173,] 3839803
##  [174,] 3841435
##  [175,] 3976325
##  [176,] 4320836
##  [177,] 3751617
##  [178,] 3830729
##  [179,] 4120182
##  [180,] 3978636
##  [181,] 3795312
##  [182,] 3851406
##  [183,] 3989916
##  [184,] 4019664
##  [185,] 3877511
##  [186,] 3887604
##  [187,] 3949037
##  [188,] 3770353
##  [189,] 4511150
##  [190,] 4198461
##  [191,] 4089112
##  [192,] 3751319
##  [193,] 3930984
##  [194,] 3878430
##  [195,] 3968094
##  [196,] 3673874
##  [197,] 4135671
##  [198,] 4156339
##  [199,] 4267906
##  [200,] 3959246
##  [201,] 3889617
##  [202,] 3884450
##  [203,] 3845869
##  [204,] 3851266
##  [205,] 3988698
##  [206,] 4015498
##  [207,] 3949992
##  [208,] 3878845
##  [209,] 4073176
##  [210,] 3680774
##  [211,] 4021270
##  [212,] 4068575
##  [213,] 3879585
##  [214,] 4191033
##  [215,] 3847281
##  [216,] 4108068
##  [217,] 4135203
##  [218,] 3762257
##  [219,] 3823685
##  [220,] 3973630
##  [221,] 3847229
##  [222,] 3984998
##  [223,] 3836695
##  [224,] 3844401
##  [225,] 3511679
##  [226,] 4026665
##  [227,] 3939079
##  [228,] 3952881
##  [229,] 3880475
##  [230,] 3890205
##  [231,] 4169577
##  [232,] 4179076
##  [233,] 3580099
##  [234,] 4069322
##  [235,] 3724501
##  [236,] 3715073
##  [237,] 3859834
##  [238,] 3562146
##  [239,] 4171433
##  [240,] 3911121
##  [241,] 3679448
##  [242,] 3598717
##  [243,] 3608099
##  [244,] 3808293
##  [245,] 3945736
##  [246,] 4094863
##  [247,] 3950375
##  [248,] 4064787
##  [249,] 3614106
##  [250,] 4010495
##  [251,] 3928513
##  [252,] 4056517
##  [253,] 3698678
##  [254,] 3945399
##  [255,] 3770234
##  [256,] 3863159
##  [257,] 3719819
##  [258,] 3861037
##  [259,] 4012754
##  [260,] 4055169
##  [261,] 3686464
##  [262,] 4106769
##  [263,] 4042631
##  [264,] 3628276
##  [265,] 4294541
##  [266,] 3773304
##  [267,] 4036757
##  [268,] 4159039
##  [269,] 4060369
##  [270,] 4105419
##  [271,] 3790185
##  [272,] 4324756
##  [273,] 3881550
##  [274,] 3934644
##  [275,] 3758733
##  [276,] 3946669
##  [277,] 3846501
##  [278,] 3884254
##  [279,] 4250561
##  [280,] 4032830
##  [281,] 4282984
##  [282,] 3774935
##  [283,] 4062033
##  [284,] 4010945
##  [285,] 3684883
##  [286,] 4067948
##  [287,] 3735505
##  [288,] 4008293
##  [289,] 3770631
##  [290,] 3637999
##  [291,] 3798357
##  [292,] 4189106
##  [293,] 3607429
##  [294,] 3924822
##  [295,] 4137725
##  [296,] 3795755
##  [297,] 3856692
##  [298,] 3995252
##  [299,] 3813505
##  [300,] 3722970
##  [301,] 4118061
##  [302,] 3850798
##  [303,] 4075894
##  [304,] 3824994
##  [305,] 3916149
##  [306,] 4034088
##  [307,] 4000688
##  [308,] 4097253
##  [309,] 4113166
##  [310,] 4176381
##  [311,] 3911531
##  [312,] 4235726
##  [313,] 3976254
##  [314,] 4116436
##  [315,] 3892934
##  [316,] 3805630
##  [317,] 4074991
##  [318,] 3968364
##  [319,] 4109755
##  [320,] 3513043
##  [321,] 3507264
##  [322,] 3756610
##  [323,] 4188711
##  [324,] 3368158
##  [325,] 3971529
##  [326,] 3759303
##  [327,] 4158015
##  [328,] 3754489
##  [329,] 3871839
##  [330,] 3885537
##  [331,] 4150814
##  [332,] 3935926
##  [333,] 3549592
##  [334,] 4055055
##  [335,] 3831936
##  [336,] 4432252
##  [337,] 3871142
##  [338,] 4051342
##  [339,] 3659301
##  [340,] 3844280
##  [341,] 3932024
##  [342,] 3924457
##  [343,] 3852119
##  [344,] 3748044
##  [345,] 4105707
##  [346,] 3607395
##  [347,] 3764791
##  [348,] 4208475
##  [349,] 3853028
##  [350,] 3686267
##  [351,] 3780358
##  [352,] 4098915
##  [353,] 3721989
##  [354,] 3596479
##  [355,] 4242015
##  [356,] 4177450
##  [357,] 3994393
##  [358,] 4099981
##  [359,] 3763186
##  [360,] 4104938
##  [361,] 3631297
##  [362,] 4175468
##  [363,] 3949016
##  [364,] 4145265
##  [365,] 4131532
##  [366,] 3858633
##  [367,] 3816153
##  [368,] 3932015
##  [369,] 4145345
##  [370,] 3801364
##  [371,] 3817122
##  [372,] 3977906
##  [373,] 4023514
##  [374,] 4001228
##  [375,] 4107938
##  [376,] 3828890
##  [377,] 4154982
##  [378,] 3643614
##  [379,] 4052624
##  [380,] 3761691
##  [381,] 3722134
##  [382,] 4149671
##  [383,] 4010956
##  [384,] 4189458
##  [385,] 4179350
##  [386,] 3880964
##  [387,] 4007209
##  [388,] 4156393
##  [389,] 4017078
##  [390,] 3910369
##  [391,] 3992791
##  [392,] 3902846
##  [393,] 3971381
##  [394,] 4038832
##  [395,] 3378484
##  [396,] 3680296
##  [397,] 3943472
##  [398,] 3904701
##  [399,] 3670405
##  [400,] 3880993
##  [401,] 4203172
##  [402,] 3828759
##  [403,] 3829726
##  [404,] 3806910
##  [405,] 3934326
##  [406,] 3999351
##  [407,] 3976981
##  [408,] 3760275
##  [409,] 3514199
##  [410,] 3640736
##  [411,] 3725861
##  [412,] 3636992
##  [413,] 4191854
##  [414,] 3918988
##  [415,] 3583211
##  [416,] 4007064
##  [417,] 3938494
##  [418,] 4051647
##  [419,] 3885904
##  [420,] 4076256
##  [421,] 3979148
##  [422,] 3957409
##  [423,] 3757881
##  [424,] 3898861
##  [425,] 3917931
##  [426,] 3828581
##  [427,] 3602239
##  [428,] 4166833
##  [429,] 3832557
##  [430,] 3702514
##  [431,] 3906266
##  [432,] 3506758
##  [433,] 4180667
##  [434,] 4126329
##  [435,] 3736031
##  [436,] 4157661
##  [437,] 3711588
##  [438,] 3673708
##  [439,] 3892020
##  [440,] 3983780
##  [441,] 3858635
##  [442,] 3853892
##  [443,] 3913525
##  [444,] 4079802
##  [445,] 3780469
##  [446,] 3833135
##  [447,] 4022795
##  [448,] 3988396
##  [449,] 4111712
##  [450,] 3851996
##  [451,] 4022255
##  [452,] 4270028
##  [453,] 3720647
##  [454,] 3870218
##  [455,] 4476504
##  [456,] 3887708
##  [457,] 3934978
##  [458,] 4136440
##  [459,] 3656417
##  [460,] 3659694
##  [461,] 3913254
##  [462,] 3971539
##  [463,] 3710158
##  [464,] 4266001
##  [465,] 3288404
##  [466,] 3554078
##  [467,] 4360026
##  [468,] 3875868
##  [469,] 3704678
##  [470,] 3713484
##  [471,] 4342298
##  [472,] 4508654
##  [473,] 3491255
##  [474,] 3991742
##  [475,] 3904860
##  [476,] 3876744
##  [477,] 3594874
##  [478,] 4304287
##  [479,] 3895705
##  [480,] 3805770
##  [481,] 4000420
##  [482,] 3781282
##  [483,] 3794976
##  [484,] 4124985
##  [485,] 4072169
##  [486,] 3745421
##  [487,] 3829383
##  [488,] 3927281
##  [489,] 4124175
##  [490,] 4047570
##  [491,] 4006181
##  [492,] 4165414
##  [493,] 4046220
##  [494,] 4088709
##  [495,] 4028927
##  [496,] 4304482
##  [497,] 3767073
##  [498,] 4248596
##  [499,] 3914296
##  [500,] 3678708
##  [501,] 3905071
##  [502,] 3806296
##  [503,] 3685802
##  [504,] 4159084
##  [505,] 4132397
##  [506,] 3834383
##  [507,] 3838085
##  [508,] 3925975
##  [509,] 4317644
##  [510,] 3900683
##  [511,] 4040405
##  [512,] 3786086
##  [513,] 4067424
##  [514,] 4389895
##  [515,] 3694572
##  [516,] 4067317
##  [517,] 3896667
##  [518,] 3718514
##  [519,] 3888797
##  [520,] 3781713
##  [521,] 4096157
##  [522,] 4008305
##  [523,] 3960422
##  [524,] 4055308
##  [525,] 3863022
##  [526,] 4021608
##  [527,] 3677599
##  [528,] 3978586
##  [529,] 3865851
##  [530,] 4153606
##  [531,] 3727823
##  [532,] 4020545
##  [533,] 4371361
##  [534,] 4224190
##  [535,] 4091575
##  [536,] 4301344
##  [537,] 4123351
##  [538,] 3865163
##  [539,] 3876702
##  [540,] 3937383
##  [541,] 3970291
##  [542,] 3845066
##  [543,] 3904353
##  [544,] 4048752
##  [545,] 4194485
##  [546,] 4100660
##  [547,] 3976953
##  [548,] 3945025
##  [549,] 3777236
##  [550,] 3977871
##  [551,] 3763248
##  [552,] 3897657
##  [553,] 4173105
##  [554,] 3737006
##  [555,] 3723915
##  [556,] 3847035
##  [557,] 4048623
##  [558,] 4092832
##  [559,] 4006016
##  [560,] 3918649
##  [561,] 3787632
##  [562,] 4207284
##  [563,] 3961573
##  [564,] 3963661
##  [565,] 3700386
##  [566,] 3790392
##  [567,] 4197846
##  [568,] 4229460
##  [569,] 3846761
##  [570,] 3644566
##  [571,] 3662483
##  [572,] 3603295
##  [573,] 4146219
##  [574,] 3989696
##  [575,] 3871740
##  [576,] 3895856
##  [577,] 3932445
##  [578,] 3938618
##  [579,] 4013783
##  [580,] 3982752
##  [581,] 3944795
##  [582,] 3744219
##  [583,] 3880349
##  [584,] 3936205
##  [585,] 3513005
##  [586,] 3684974
##  [587,] 4284824
##  [588,] 4058649
##  [589,] 3744352
##  [590,] 3693252
##  [591,] 4275778
##  [592,] 3883359
##  [593,] 4203951
##  [594,] 4171393
##  [595,] 4261892
##  [596,] 3978226
##  [597,] 3920435
##  [598,] 3712511
##  [599,] 3876055
##  [600,] 3874360
##  [601,] 3745312
##  [602,] 3925726
##  [603,] 3757224
##  [604,] 3812568
##  [605,] 4045686
##  [606,] 3990866
##  [607,] 3860434
##  [608,] 3939764
##  [609,] 3888529
##  [610,] 3729560
##  [611,] 3626162
##  [612,] 4023876
##  [613,] 4086913
##  [614,] 3961738
##  [615,] 3640412
##  [616,] 4183850
##  [617,] 3920958
##  [618,] 3792930
##  [619,] 3822771
##  [620,] 4094289
##  [621,] 3955391
##  [622,] 3981020
##  [623,] 3881592
##  [624,] 3845645
##  [625,] 4016105
##  [626,] 3779392
##  [627,] 4344735
##  [628,] 3781690
##  [629,] 3850848
##  [630,] 4190772
##  [631,] 3781221
##  [632,] 4171728
##  [633,] 3921934
##  [634,] 3958949
##  [635,] 3898604
##  [636,] 4209834
##  [637,] 3730240
##  [638,] 3994274
##  [639,] 4040303
##  [640,] 3965529
##  [641,] 3929911
##  [642,] 4005863
##  [643,] 4010472
##  [644,] 3830437
##  [645,] 4071355
##  [646,] 4257768
##  [647,] 3789708
##  [648,] 4031387
##  [649,] 3826621
##  [650,] 3817135
##  [651,] 3954875
##  [652,] 3752047
##  [653,] 4103396
##  [654,] 3778127
##  [655,] 4320642
##  [656,] 4091472
##  [657,] 4138373
##  [658,] 3709883
##  [659,] 4294776
##  [660,] 3821924
##  [661,] 3824342
##  [662,] 3986765
##  [663,] 3979530
##  [664,] 3780201
##  [665,] 3936933
##  [666,] 3646147
##  [667,] 3804620
##  [668,] 3923943
##  [669,] 4099014
##  [670,] 4038625
##  [671,] 4010364
##  [672,] 4123507
##  [673,] 3673190
##  [674,] 4183594
##  [675,] 3903200
##  [676,] 3919753
##  [677,] 3808569
##  [678,] 3793066
##  [679,] 3888334
##  [680,] 4068357
##  [681,] 4253561
##  [682,] 3610132
##  [683,] 4237300
##  [684,] 3683340
##  [685,] 3910360
##  [686,] 3681089
##  [687,] 4028333
##  [688,] 4141676
##  [689,] 4044335
##  [690,] 4170709
##  [691,] 3603905
##  [692,] 3941907
##  [693,] 3771807
##  [694,] 3792904
##  [695,] 3858741
##  [696,] 3723334
##  [697,] 3942835
##  [698,] 3948218
##  [699,] 3851981
##  [700,] 3922342
##  [701,] 3774827
##  [702,] 3766938
##  [703,] 3930138
##  [704,] 3743020
##  [705,] 3960393
##  [706,] 4066118
##  [707,] 4217573
##  [708,] 3724053
##  [709,] 4536331
##  [710,] 3833400
##  [711,] 3888966
##  [712,] 4172837
##  [713,] 3659516
##  [714,] 3864571
##  [715,] 4079751
##  [716,] 3446781
##  [717,] 3690692
##  [718,] 4099081
##  [719,] 3995133
##  [720,] 3655516
##  [721,] 3897171
##  [722,] 4006007
##  [723,] 3820463
##  [724,] 3743895
##  [725,] 3910443
##  [726,] 3544353
##  [727,] 3794377
##  [728,] 3800658
##  [729,] 3984209
##  [730,] 3835638
##  [731,] 4256690
##  [732,] 3883966
##  [733,] 4030994
##  [734,] 3725994
##  [735,] 3670211
##  [736,] 3526897
##  [737,] 3682793
##  [738,] 3974545
##  [739,] 3963958
##  [740,] 3838760
##  [741,] 3872259
##  [742,] 3877473
##  [743,] 4090217
##  [744,] 3704112
##  [745,] 3978726
##  [746,] 4092052
##  [747,] 4217471
##  [748,] 3798425
##  [749,] 3853771
##  [750,] 3827356
##  [751,] 3819040
##  [752,] 3629249
##  [753,] 4039547
##  [754,] 3827883
##  [755,] 3789309
##  [756,] 3779120
##  [757,] 3659343
##  [758,] 3937452
##  [759,] 4055350
##  [760,] 3817121
##  [761,] 3849933
##  [762,] 4276983
##  [763,] 4183800
##  [764,] 3601772
##  [765,] 3646499
##  [766,] 3801499
##  [767,] 3783883
##  [768,] 3995207
##  [769,] 3717136
##  [770,] 3739289
##  [771,] 3827499
##  [772,] 4182302
##  [773,] 3903705
##  [774,] 3663545
##  [775,] 4013783
##  [776,] 3983599
##  [777,] 3655640
##  [778,] 3952726
##  [779,] 3868704
##  [780,] 4000968
##  [781,] 3775159
##  [782,] 4141958
##  [783,] 3658280
##  [784,] 4065607
##  [785,] 3632758
##  [786,] 4133568
##  [787,] 4187001
##  [788,] 4191651
##  [789,] 4037518
##  [790,] 4014147
##  [791,] 3743866
##  [792,] 4100810
##  [793,] 3729424
##  [794,] 3703426
##  [795,] 3881545
##  [796,] 4201179
##  [797,] 3762887
##  [798,] 3796842
##  [799,] 4100586
##  [800,] 4032200
##  [801,] 4036052
##  [802,] 3838644
##  [803,] 4158801
##  [804,] 4413972
##  [805,] 3961570
##  [806,] 3804086
##  [807,] 3990283
##  [808,] 3565366
##  [809,] 3950767
##  [810,] 4143646
##  [811,] 4062023
##  [812,] 4086707
##  [813,] 4080601
##  [814,] 4148265
##  [815,] 3907584
##  [816,] 4016372
##  [817,] 3982826
##  [818,] 3946050
##  [819,] 3776931
##  [820,] 4177054
##  [821,] 3966145
##  [822,] 4168858
##  [823,] 4067789
##  [824,] 4028476
##  [825,] 3872638
##  [826,] 3826503
##  [827,] 3998907
##  [828,] 3699467
##  [829,] 4543451
##  [830,] 3743597
##  [831,] 3886096
##  [832,] 4155466
##  [833,] 3780533
##  [834,] 3786584
##  [835,] 3999447
##  [836,] 4254103
##  [837,] 4215263
##  [838,] 3785835
##  [839,] 4021225
##  [840,] 3534900
##  [841,] 4138349
##  [842,] 3742278
##  [843,] 4018149
##  [844,] 3867751
##  [845,] 3795173
##  [846,] 3698340
##  [847,] 3753299
##  [848,] 3654840
##  [849,] 4085082
##  [850,] 3918798
##  [851,] 3983746
##  [852,] 4009241
##  [853,] 4087305
##  [854,] 4342312
##  [855,] 4087419
##  [856,] 3711660
##  [857,] 4034742
##  [858,] 3642987
##  [859,] 4019606
##  [860,] 3933317
##  [861,] 3636819
##  [862,] 4136211
##  [863,] 3803944
##  [864,] 3553865
##  [865,] 3699174
##  [866,] 3926689
##  [867,] 4055468
##  [868,] 3947250
##  [869,] 3951884
##  [870,] 3783335
##  [871,] 3507570
##  [872,] 3803243
##  [873,] 3962479
##  [874,] 3867526
##  [875,] 3872868
##  [876,] 4022764
##  [877,] 3885947
##  [878,] 4087183
##  [879,] 3340604
##  [880,] 3965521
##  [881,] 3960100
##  [882,] 3520399
##  [883,] 3516010
##  [884,] 4008450
##  [885,] 3781257
##  [886,] 3818603
##  [887,] 3949107
##  [888,] 3929593
##  [889,] 3870422
##  [890,] 3906272
##  [891,] 3718188
##  [892,] 4085046
##  [893,] 3511543
##  [894,] 4064083
##  [895,] 4259639
##  [896,] 4100263
##  [897,] 4146502
##  [898,] 3973969
##  [899,] 3889146
##  [900,] 4185746
##  [901,] 4224832
##  [902,] 4281838
##  [903,] 3830697
##  [904,] 3855753
##  [905,] 3548161
##  [906,] 3854458
##  [907,] 3917673
##  [908,] 3778557
##  [909,] 3977328
##  [910,] 3744102
##  [911,] 4235889
##  [912,] 4004332
##  [913,] 3759454
##  [914,] 3669860
##  [915,] 3765483
##  [916,] 3861656
##  [917,] 3920642
##  [918,] 4234828
##  [919,] 3815514
##  [920,] 4183071
##  [921,] 3546191
##  [922,] 3957253
##  [923,] 3666589
##  [924,] 3928656
##  [925,] 3980462
##  [926,] 3824171
##  [927,] 4090953
##  [928,] 3836058
##  [929,] 3673185
##  [930,] 3998070
##  [931,] 4205482
##  [932,] 3836415
##  [933,] 4198202
##  [934,] 4181401
##  [935,] 3956221
##  [936,] 3792432
##  [937,] 3844494
##  [938,] 3834364
##  [939,] 4008942
##  [940,] 3621695
##  [941,] 4119752
##  [942,] 4091093
##  [943,] 4143482
##  [944,] 4159619
##  [945,] 3786472
##  [946,] 3827675
##  [947,] 3663994
##  [948,] 4183270
##  [949,] 3977620
##  [950,] 4044627
##  [951,] 3892900
##  [952,] 3853745
##  [953,] 3575889
##  [954,] 3896938
##  [955,] 4022315
##  [956,] 3745879
##  [957,] 4080448
##  [958,] 3760122
##  [959,] 3836798
##  [960,] 3923211
##  [961,] 3996389
##  [962,] 3747543
##  [963,] 3809946
##  [964,] 4110519
##  [965,] 3730907
##  [966,] 3685029
##  [967,] 3814841
##  [968,] 4050218
##  [969,] 4165726
##  [970,] 4072643
##  [971,] 3864697
##  [972,] 3859173
##  [973,] 3840603
##  [974,] 3714528
##  [975,] 4097097
##  [976,] 3908732
##  [977,] 4077151
##  [978,] 4160741
##  [979,] 3573053
##  [980,] 3869761
##  [981,] 4254268
##  [982,] 4059088
##  [983,] 4068930
##  [984,] 3903742
##  [985,] 3763904
##  [986,] 3948694
##  [987,] 4356510
##  [988,] 3989520
##  [989,] 3888189
##  [990,] 3839606
##  [991,] 4214879
##  [992,] 3971597
##  [993,] 4312209
##  [994,] 4050912
##  [995,] 3897856
##  [996,] 3868038
##  [997,] 4195261
##  [998,] 4064781
##  [999,] 3982177
## [1000,] 3754087
## 
## $bootSSTr
##                [,1]       [,2]      [,3]
##    [1,] 17626.05828  2384.3624  8283.345
##    [2,]  7119.36661  7394.0576 14614.598
##    [3,]   559.62619   367.7101 21582.547
##    [4,]  2787.62966  8492.5678 14646.603
##    [5,]  2386.13209  6163.0777 23189.840
##    [6,]  1063.19765  5414.2442  7293.672
##    [7,]   481.98295  5312.0551 23882.752
##    [8,]  3466.72335  3945.3445 19967.044
##    [9,] 19393.89730 18676.4853 20200.815
##   [10,]  5387.89865   537.0867  7147.188
##   [11,]  3705.85180  1025.8945  9070.611
##   [12,]  6402.43971  4984.2336  7271.423
##   [13,]  3004.98402  2965.7963 11428.126
##   [14,]   922.39307  3743.5159 30197.493
##   [15,]  1346.46120  2484.8916 27348.142
##   [16,]   792.52412  1490.3602 16092.244
##   [17,] 10940.12124 11733.1530 31161.486
##   [18,]  2019.03716  3497.3924  9430.428
##   [19,]  4575.80201  2789.7509  6428.840
##   [20,]  4067.73807  1441.2633 18622.657
##   [21,]  9722.61988  4657.9660  6626.842
##   [22,] 24008.37137  3783.9877 25140.283
##   [23,]   916.53284  4862.9594 36114.330
##   [24,]  1862.00659  5456.9363 28433.605
##   [25,] 15642.43525  4086.6021 12373.971
##   [26,]  2897.64174  1706.5079 15647.764
##   [27,]  1987.07404   235.2117 14726.472
##   [28,]  3662.90248  3930.7118 39703.392
##   [29,]  1532.35144  4553.1866  7355.645
##   [30,]  1049.99776   861.7840 14648.099
##   [31,]  3416.23892  2437.0913 16922.650
##   [32,]  3638.16047  3320.4843 16264.510
##   [33,]  3477.34857  5389.7642 25101.429
##   [34,]  6039.85004  2353.0528  3892.438
##   [35,]  3317.32791  5281.0639 15191.221
##   [36,]  6610.76725  1809.9019  9266.269
##   [37,]  3073.03405 15966.2557 13169.601
##   [38,]  4631.54655  5575.4161 25692.510
##   [39,]  3589.10631  5623.8746 11437.361
##   [40,]   966.52823  4907.1059 11347.162
##   [41,]  3704.43445  2814.7407 13134.933
##   [42,] 10912.45838  6639.9506  8258.955
##   [43,] 18211.89051  4560.8749 22621.099
##   [44,] 12225.51600  2243.5609 39446.027
##   [45,]  7087.40081  3322.9961 25466.240
##   [46,]  1640.37891  3105.2875 11715.468
##   [47,]  6318.69361  1813.8281 26712.697
##   [48,]  3958.12559  4277.5436 15330.456
##   [49,] 10736.72799  1773.7404  5248.638
##   [50,]  5371.23886  4568.1108 33018.717
##   [51,]   802.09154  1804.3037 12204.315
##   [52,]  4205.73997  3040.2780 18398.900
##   [53,]  1547.52128 12888.6968 19842.341
##   [54,]  5144.41347  7011.0337 21220.844
##   [55,]  6130.99046  8451.8543 25492.571
##   [56,]   507.41801  3225.9270 22895.820
##   [57,]  4697.11024  2970.0641 18911.133
##   [58,]  2433.54388  2552.3681 27572.536
##   [59,]  3514.35173  7825.3384 23272.860
##   [60,]  3604.09620   882.1858 11220.769
##   [61,] 15016.36402 14131.2979  5507.411
##   [62,]  5693.43883  5034.0718 26131.227
##   [63,] 11574.76275  2574.8671 26021.203
##   [64,]  7634.27168 12275.2451 15286.357
##   [65,]  6864.97468  7119.7062 16952.181
##   [66,]  3239.46108  9760.4921 34032.205
##   [67,]  3420.19011  3145.8346 10066.886
##   [68,]  7353.80864  3984.9483 18344.404
##   [69,]  5125.93801  7562.9387  9016.745
##   [70,]  5596.80828  2564.5007 17143.055
##   [71,] 10051.64767  9936.5350 21718.640
##   [72,]  3563.25915  4361.9660 16358.560
##   [73,]  1387.07575  5092.7484 12952.834
##   [74,]  8218.44438  7860.5564 11567.133
##   [75,]  4856.70902  5994.5241 26808.744
##   [76,]  2800.92464  3575.0562 19442.089
##   [77,]  5938.51072  8903.2149 10689.409
##   [78,]  9954.87929  3635.0075 14485.382
##   [79,] 23949.10378  5964.3633 20300.757
##   [80,]  5587.85188  6325.5893 11219.146
##   [81,] 12913.66383  5875.5447 10959.207
##   [82,]  1935.03653  2700.3684 13226.387
##   [83,]  4533.97533  6877.4273 15824.951
##   [84,]  3958.96809  5758.5873  8495.244
##   [85,]  3898.73639  4417.2446 19832.547
##   [86,] 12827.03054 16164.1386 13450.111
##   [87,] 10456.77694  2820.2090 21038.201
##   [88,]  7790.73155   512.3269 36582.337
##   [89,]  6173.01081  5543.1331 24892.592
##   [90,]  6776.95658  7655.3025  4828.848
##   [91,]  9424.16085  1849.1025 28515.582
##   [92,]  6001.58071  4535.2077 16964.994
##   [93,]  8908.51563  3652.0324 20868.509
##   [94,]   523.77091  3981.1671  8354.894
##   [95,]   771.14245 11317.7261 11067.492
##   [96,]   522.29179  4888.9584 15713.123
##   [97,]  2155.66973  1998.1769 16991.550
##   [98,]  4417.52003  2894.7802 28778.134
##   [99,]  4589.20849  3203.9835 21705.808
##  [100,]  7187.17635  2693.5605  9319.832
##  [101,]   341.29765  8396.8637 15472.772
##  [102,]  5681.24700  4616.6743 11452.226
##  [103,]  8797.18589  8048.4626 22099.133
##  [104,]  3423.89997 14162.4868 16101.029
##  [105,]  2117.72577 10217.2352 10760.942
##  [106,]  4345.36070  4113.7007  8411.370
##  [107,]  5740.57953  2110.2495 21714.298
##  [108,] 13659.03640  3382.5876 15018.842
##  [109,]  4898.28675  8282.4329 19791.092
##  [110,]  4575.28782 15414.9945 19998.792
##  [111,]  3866.79805  6611.6070 11316.778
##  [112,]  1957.03341  5307.1862 11647.115
##  [113,]  2339.59165  5995.9949 18512.304
##  [114,] 10432.22757  6241.5227 32270.410
##  [115,] 13265.92476  1536.9517 21195.816
##  [116,]  1597.02205  8639.0372 18922.482
##  [117,]  5898.01222  6781.5409  6065.805
##  [118,] 12248.39995  6419.7942 31112.971
##  [119,]  9845.28844  5864.1548  7480.149
##  [120,]  6943.23022  6445.1243 17701.923
##  [121,]  3571.14320  3626.2089 16446.746
##  [122,]  3195.58806  7547.2688 33409.936
##  [123,]   791.71583  6146.0986  6347.251
##  [124,]  5927.99533  6582.3559 18045.101
##  [125,]   753.17198  2043.0470 15248.878
##  [126,]  3386.23078  3215.0378 29117.775
##  [127,] 26714.91201  2142.3915 31832.584
##  [128,]  2631.91593  2630.4723 15607.449
##  [129,]  7648.77962   844.3966 10945.442
##  [130,] 12161.75693  6566.4953  9255.581
##  [131,]  2236.44468  6986.5851 12682.419
##  [132,]  6742.61040  1545.8268 18888.146
##  [133,]  4930.60356  8476.6425 20630.991
##  [134,]  2579.61079  2249.0465 37771.307
##  [135,] 13021.89566  5293.3856 11367.926
##  [136,]  8827.63182  3259.2337  7660.630
##  [137,]  4345.51831  3720.3838 14074.028
##  [138,]  3720.27652  1815.7171 10124.241
##  [139,]  1988.64980  2549.5765 18895.324
##  [140,]  9386.02795  4109.4965 16291.465
##  [141,]  1469.48187  6924.3148 11010.851
##  [142,]  8348.65056 10484.5200 17895.067
##  [143,]  6013.66429 20068.5650 38627.145
##  [144,]  4478.83767  3023.6220 27916.102
##  [145,]  3326.99755  5470.3476 24987.096
##  [146,]  3672.74496  2764.5529 27724.889
##  [147,]  6603.47410  4723.7626 28421.540
##  [148,] 13595.02219 11705.2597 21831.473
##  [149,]  1285.82685  9757.3169 16394.248
##  [150,]  6074.81973  9450.4792  7472.194
##  [151,] 11142.26053  2269.3290 18823.039
##  [152,]  4881.24111  2035.3414 28813.680
##  [153,]  3476.51564  4261.8136 15190.815
##  [154,]  1574.85168 23126.4463 14261.776
##  [155,]  8763.54871  4245.4809 16698.255
##  [156,] 14497.18664  5005.7245 22145.736
##  [157,]  6048.16727  4295.6884 14150.798
##  [158,]  1465.41883  8900.6551 18088.166
##  [159,]  3498.77406   877.7599 15252.346
##  [160,]  2962.35288  5354.8848 12862.047
##  [161,]   445.07803  4601.2867 20778.011
##  [162,]  3652.76386   200.2141 24132.235
##  [163,]  8331.19867  6054.7024  8364.057
##  [164,]  4366.33661  7765.9156 11584.909
##  [165,]  5263.50525  6840.2365 18549.808
##  [166,]  1400.32083  1171.9733 14691.688
##  [167,]  1908.64553  6052.3144 14264.596
##  [168,]  3449.27815  4831.6623 32535.066
##  [169,]  5076.47440  2781.4255 13254.581
##  [170,]  3323.58327  4043.0397 10454.007
##  [171,]  5984.31877 11387.1418 21392.526
##  [172,] 12443.93129  3465.4462 27037.835
##  [173,]  6271.81670   895.1525  7241.746
##  [174,]  8802.58596   252.6074 20889.160
##  [175,] 11189.85653  6928.4557 19394.439
##  [176,]  1641.09728 11732.3531 24206.108
##  [177,]  6972.85915 10908.2820 17749.839
##  [178,]   598.62242  9412.8048 13947.720
##  [179,] 19098.92808  5037.6561 18381.822
##  [180,]  9392.99331  1496.6795 29039.135
##  [181,]  2019.02703  1602.8282 20230.770
##  [182,]  6626.13465  3009.4858 10361.047
##  [183,]  1396.81236   299.6532 13916.889
##  [184,]  6149.53065  2742.6049 13890.566
##  [185,]  3789.39023  4690.4909 22734.618
##  [186,]  5130.14213  1047.2569 14163.812
##  [187,]  4657.88773  2621.4345 15855.826
##  [188,]  3040.53928  4846.7372  9920.034
##  [189,]  5425.32584  3174.4566 16308.001
##  [190,]  5981.80291  9016.5046 47920.034
##  [191,]  4628.75956  1585.7897 29575.358
##  [192,]    53.88075  3539.7391 14083.700
##  [193,]  1773.06377 11839.0688 19308.701
##  [194,] 13739.42948 30583.6155 17565.684
##  [195,]  1916.72624  2341.1483  9201.046
##  [196,]  6614.42156   498.5708 11901.381
##  [197,]  4555.09165  6493.7552 10894.738
##  [198,]   473.82921  6015.6511 13003.918
##  [199,]  3374.64911  7550.6780 35324.888
##  [200,]  4090.73720   637.5955 12067.286
##  [201,]  1949.79886  1785.7065 13250.817
##  [202,]  4865.05045  2981.1991 16577.082
##  [203,]  9254.10628  7079.4029 16149.959
##  [204,]  6779.81358  1936.6381 28502.529
##  [205,]  4267.32560  2824.0915 29322.030
##  [206,]  3500.66552  3181.8652 14951.830
##  [207,]  4843.21817   302.0831 24006.630
##  [208,]  5768.49095  2638.1368 10002.038
##  [209,]  9458.47690 16166.1087 15507.279
##  [210,] 10602.60202   885.7909 26760.430
##  [211,]  3671.83304  1393.1958  8852.237
##  [212,]  2850.46698  5079.5776 21049.532
##  [213,]  1918.84791 17265.6722  9309.895
##  [214,]  5811.93255  3166.6379 34389.507
##  [215,]  2643.06891  2585.1916 17202.867
##  [216,]  2303.67680 15000.7485  6316.542
##  [217,]   570.86238  4550.1865 19235.283
##  [218,]   702.67968  1780.9282 10852.343
##  [219,]  3481.88068  1704.3828 14176.097
##  [220,]  1425.17709  2826.6781 22620.780
##  [221,]  4121.46721 11378.1890 18922.821
##  [222,]  9042.97584 11294.3199 18148.342
##  [223,]  2000.53278 10390.3089 13900.407
##  [224,]  8413.17236 12628.5733 14090.795
##  [225,]  7332.57198 14688.0670  7465.947
##  [226,]  8992.65546  4516.9402 14811.912
##  [227,]  4615.22208  3756.3973 14364.364
##  [228,]   429.95305  4034.4471 21013.240
##  [229,]  1304.09392  1814.8613 12749.876
##  [230,]  4449.85420 10137.2383 26044.402
##  [231,] 18372.69975  1921.4095 11166.099
##  [232,]  1909.90594  9074.6083 22305.688
##  [233,]  9830.62038 10149.5404 35091.320
##  [234,]  1655.45273  6487.6925 12720.964
##  [235,]  4594.24121  4446.7131 15329.161
##  [236,]  3703.42589  4130.9830 13010.083
##  [237,]  1060.68806   907.1143 14404.062
##  [238,] 12101.12043  2019.5617 19675.104
##  [239,]  7178.54521  3155.6466 12902.337
##  [240,]  3501.13040  1139.4451 13030.132
##  [241,]  1637.65767  1941.2526 12275.012
##  [242,] 13703.18953  5941.7572 20520.485
##  [243,]  8304.20263  4182.5661 18213.783
##  [244,]  2614.72582  1732.0598 22909.366
##  [245,]   934.57455 11536.2390  4217.842
##  [246,]  6360.24322  4941.5584  4415.099
##  [247,]  2924.48885  7164.8670 13208.362
##  [248,]  3699.53087  5036.4206 18920.806
##  [249,]  6851.36961  4488.4860  8737.402
##  [250,]  2146.73674  5711.9420 10561.741
##  [251,] 10620.17693 11300.5299  7484.189
##  [252,]  4721.64761  5651.6976 10781.039
##  [253,]  4424.09700  3154.4823 31180.478
##  [254,]  2765.48688 11939.5092 17313.231
##  [255,]  3266.49577  3300.8723 14181.908
##  [256,]   362.70460  4340.2276 17911.691
##  [257,]  3464.11422  2145.3880 11446.899
##  [258,]  4277.41966  5726.6992  4775.175
##  [259,]  1607.63602  2183.5370 13488.138
##  [260,]  8882.86206  1183.3911 19552.643
##  [261,]   758.68646  2641.9767 30368.843
##  [262,]  5246.14987  8212.0902 24496.503
##  [263,]  8353.67151  5165.6410 10590.664
##  [264,]   841.37357  5584.9679 29427.387
##  [265,] 16446.58893  8748.8931 21091.913
##  [266,]  1644.97266  7778.2888  9964.197
##  [267,]    77.51882  1876.2593 16715.729
##  [268,]  5329.53127  3185.2724 23408.527
##  [269,]  8106.41288  3797.7419 25108.450
##  [270,] 14156.82337  1377.1263 12581.578
##  [271,]  4361.16029  8467.2008 14169.307
##  [272,]  2344.89162  9260.2006 17533.910
##  [273,]   570.16340  4780.8995 17202.798
##  [274,]  9402.55741  6523.0571  5923.805
##  [275,]  3288.67684  4276.4933 17377.756
##  [276,]   522.27067  9770.3057 16777.651
##  [277,] 19571.00139  1534.4184 23772.538
##  [278,]  3993.19319  5816.6145 15568.012
##  [279,]  4004.84723  1179.6265 14242.281
##  [280,]  1683.63700  2913.3989 10675.396
##  [281,]  7110.60693  3245.0834 10535.152
##  [282,]  4039.50579  5683.2446 23639.804
##  [283,]  1843.16245  4342.4391 20204.430
##  [284,]  3653.55534   475.3700 18532.624
##  [285,]  1236.30146  7218.3326 19858.561
##  [286,]  2198.27112  1261.4761 23928.243
##  [287,]  1172.62784  3710.6554 11340.458
##  [288,]  1958.48361  7041.3722 17883.273
##  [289,]  2886.77619 13392.0391 17935.629
##  [290,]  2220.25058  5478.6959 15978.888
##  [291,]  3408.09050 10984.1707 17736.774
##  [292,]  2140.61271  1263.2121 14768.628
##  [293,]  1840.29125  5589.9495 15398.088
##  [294,]   664.74725   290.5894  4701.612
##  [295,]  7763.61689 18606.3006 31797.914
##  [296,]  1211.97465 11663.1871 14045.732
##  [297,] 19068.67566  2791.5896 13470.329
##  [298,]  1498.29572  1415.5881  8263.519
##  [299,] 10980.05934  5018.4942 14474.375
##  [300,]   798.24576  1766.4479  3467.793
##  [301,]  7712.71720   960.0910 21675.251
##  [302,]  1181.50957  3554.3668  9578.956
##  [303,]  3703.04277  4596.2287 27382.261
##  [304,]  4477.26287  2578.5940  6889.439
##  [305,]  5649.86663  9617.6707 11672.899
##  [306,]  1818.14118  3761.4780  8176.773
##  [307,]  4897.71001  7412.8001 10212.539
##  [308,]  5428.47957  8976.7621 14117.038
##  [309,]  7516.46526  5925.3819 18029.247
##  [310,]  1429.49311  2852.6625 15298.877
##  [311,] 10073.66762  6699.9573 13809.921
##  [312,] 16323.05429  3689.5249 25319.461
##  [313,]  2198.68181  1326.2122 15189.954
##  [314,]  9391.13075   578.0124 10470.714
##  [315,]  6832.60764   578.9808 13711.033
##  [316,]  3917.08813  6420.7491  5069.509
##  [317,]   499.13154  1882.9049 21908.375
##  [318,] 10313.44186 10703.4967 38760.160
##  [319,]  1210.08013  6546.1298 11393.715
##  [320,]  5211.30015  1507.0483 20378.148
##  [321,]  8349.40655  6790.7558  7327.041
##  [322,]  4474.37098  2383.4123 14229.089
##  [323,]  4037.37853  2900.0016 14393.671
##  [324,]  8984.27761  9499.7123 13562.407
##  [325,]  6162.06110  2255.7666 13049.000
##  [326,]   502.47455  2014.7702 22548.707
##  [327,]   162.96999 10675.5428 10145.099
##  [328,] 12583.00593  1486.2061 10560.242
##  [329,]  5714.05588  4966.1018  7307.062
##  [330,]  3933.33415  5855.1076  6963.931
##  [331,]  6177.84449  6606.9237 12702.378
##  [332,]  8919.38349  6329.0544 12352.306
##  [333,]  7114.21815  2538.9822 11094.546
##  [334,]  2524.99842  5332.0186 10948.824
##  [335,]  2855.53617  8669.1440 32129.059
##  [336,]  6349.35336  3654.8614 21918.850
##  [337,]  2960.19782  1502.5033  7523.517
##  [338,]  4340.77598  8114.7337 26281.515
##  [339,]  1792.84009  2126.4395 12555.621
##  [340,]  1158.65551  6212.2007 11097.240
##  [341,] 15819.12462  6582.1350 22453.953
##  [342,] 12002.15358  6328.1614 19729.580
##  [343,]  1379.14736  4797.0620 10321.300
##  [344,]  7032.56167  9212.4964  9863.155
##  [345,]  7282.15236  1041.4474 28800.759
##  [346,]  3621.61418  7453.4774 12305.014
##  [347,] 13821.03175  5035.6606 13696.138
##  [348,]  4234.17087  3276.8957 21454.967
##  [349,]  6148.96632  1648.6058  5996.646
##  [350,]   720.33556  2319.8573 20424.040
##  [351,] 13458.76197  5493.7584 31267.927
##  [352,]  2582.18774  2883.9728  9493.375
##  [353,]  3538.36914  9076.8711 17498.976
##  [354,]  4030.92750  5464.6715 20742.540
##  [355,]  8584.13517  4969.0789 25201.515
##  [356,]  1943.94454  2322.5041  6596.383
##  [357,]  2254.26651  2281.7414  6177.760
##  [358,] 12438.91652 12132.1509 13203.419
##  [359,]  2869.90956  2381.7912  8570.167
##  [360,]  4141.58699  4319.5048  9028.627
##  [361,]  3079.14697  7331.5081 17102.811
##  [362,] 24478.96520 10035.7653 15573.445
##  [363,]  5546.24167  4569.1668  9252.944
##  [364,] 13259.73247  4609.4971 12371.758
##  [365,]  7822.56554  2562.8288 13911.960
##  [366,]    83.38861  2437.3493 13793.111
##  [367,] 12237.68665  6345.2261 15003.553
##  [368,]  2240.10654 11844.8100 16972.744
##  [369,]  1427.94276  5558.4546  6107.595
##  [370,]  7781.94227  1704.6987 24944.369
##  [371,]   305.88155  5015.5778 12605.175
##  [372,]  7305.85247  9663.3691 13710.856
##  [373,]  4065.36884  4141.5502 17694.121
##  [374,] 10944.85340   926.6869 12485.927
##  [375,]  4180.93149  2636.2380 22384.313
##  [376,]  6536.51011  2246.7947 27333.034
##  [377,] 12400.79275  7069.8292 10830.568
##  [378,]  6590.22813  5008.6113  5898.901
##  [379,]  1691.91994  4720.3927  6195.364
##  [380,]  2558.01959  8719.5756  9773.374
##  [381,]  3378.51747  6287.6140 13591.566
##  [382,]  1438.00433   429.4093 23719.737
##  [383,]  4176.55342  2624.5090  8968.051
##  [384,]  2195.73866 14607.4062 23964.397
##  [385,]  4012.98526  3262.5064 16385.917
##  [386,] 18048.60823  2349.2385 11861.207
##  [387,]   605.10836  5137.1658  7213.511
##  [388,]  4456.97292  2771.3080  9946.237
##  [389,]   912.58906  3201.3930 17735.588
##  [390,]  2890.56366  6674.6427 20851.208
##  [391,]  1265.82761  4119.7817 23295.260
##  [392,]  4659.59307 11593.9962 17501.127
##  [393,]  4309.39835  5048.6135  7881.273
##  [394,] 17110.27883  1039.9502 10299.385
##  [395,]  7893.65875  3149.9984 17687.121
##  [396,]  6592.82999   914.1832 30874.263
##  [397,]  2341.21506 10286.5001 19204.335
##  [398,]  4261.00218  5050.9414 48416.155
##  [399,]  2121.17254  9690.2598 23301.510
##  [400,]  3828.02918  7777.7465 15645.632
##  [401,]  4707.16638 15589.9701 17039.438
##  [402,]  5655.99617  5747.7352  6221.347
##  [403,] 15265.75478  5196.4262  9964.455
##  [404,]  5195.00726   506.6878 21049.090
##  [405,]  3792.97047  2140.5870 18100.941
##  [406,]  3268.84931  3653.6913 18075.917
##  [407,]  3240.75070  2004.5737 31749.869
##  [408,]  1645.28818  4531.8177 16914.456
##  [409,]  6130.22314  5023.7172 36419.654
##  [410,]  4215.66510  8276.4296 17619.935
##  [411,]   699.22683  9508.7908  7504.852
##  [412,]   409.11432  8145.4308  4227.391
##  [413,]  1756.22518  4656.8465 18843.251
##  [414,]  8249.86224  9507.5678  8241.129
##  [415,]  6080.53006  4678.7991 19285.660
##  [416,]  6889.15714  4493.9486 14130.118
##  [417,]  2265.68295  3946.4197 32995.531
##  [418,]  4078.63839  6352.2031  4110.007
##  [419,]  5547.76658  5826.6947 13168.214
##  [420,]  9062.50344  3681.0922  8731.100
##  [421,]  2975.81375  3408.6733 24170.526
##  [422,]  5539.01239  2731.3201  7981.268
##  [423,]  3688.69910 10314.8396 15979.441
##  [424,]  7133.96339  5881.2303 11630.597
##  [425,]  2371.48459  1149.0778  8326.760
##  [426,]  9298.03072  1691.3061 21773.841
##  [427,]   735.62300  1436.6286  7370.441
##  [428,]  7765.92181  3513.8842 14185.799
##  [429,]  6736.32156  4661.9354 12735.217
##  [430,]  4615.56101  5728.8143  7778.614
##  [431,] 10745.93510 17675.3767 14024.784
##  [432,] 12276.76175  4040.0918 18589.896
##  [433,]   466.50170  3321.9171  7588.529
##  [434,]  1835.89286  6313.7790  9815.617
##  [435,]  5096.62210  3070.4546 14973.961
##  [436,]  1767.17520  2657.9522  8746.787
##  [437,]  5397.65947  3106.9409  4984.760
##  [438,]  1667.05202  6739.6613 29174.260
##  [439,]  6112.74984   712.8459 11243.473
##  [440,] 14893.47390  4311.0003 15509.571
##  [441,]  5341.24466  2849.7095 14819.651
##  [442,]  1069.72047  4057.9447 20683.977
##  [443,]  5283.74170  2606.3729 11104.590
##  [444,]  1464.40968  2613.2023 17870.964
##  [445,]  2145.06549  1172.1263  7212.049
##  [446,]  7107.53781  7375.7557 22654.672
##  [447,]   111.44555  6489.8196 28879.911
##  [448,]  3852.77320  8034.4285 20202.797
##  [449,]  2323.07092  1184.8985 18651.264
##  [450,] 10606.29953  8034.0938 14191.314
##  [451,]  3713.28868  1663.9936 18120.338
##  [452,]  8700.64826  6921.6373 17543.122
##  [453,] 11968.68779 14117.2113 19751.355
##  [454,] 13537.10837  5350.3188 24998.784
##  [455,]   571.71893  2937.0051 17815.858
##  [456,]  2983.79708  9304.1068 13548.876
##  [457,]  1494.57200   438.8626 35793.276
##  [458,]  2304.85257  1541.8755 37634.589
##  [459,]  2005.77240  7731.7539 11996.177
##  [460,] 15778.69758 11500.5932 16314.393
##  [461,]  3679.23769  8277.0660 10480.973
##  [462,]  4479.90687  4058.5070 11876.297
##  [463,]  4422.31502   907.5214 15645.322
##  [464,]  1067.87661  5965.7710 12000.735
##  [465,] 10283.67218  2652.7650 11381.422
##  [466,]  3393.57372  2101.9630  8312.548
##  [467,]  7131.26742  3798.6800  1019.451
##  [468,]   231.79563  2691.2364  6490.750
##  [469,]  1062.95822  1120.3410  6263.946
##  [470,]  7574.23599  3217.3994 22148.208
##  [471,]  2673.41155  9385.5760 11979.423
##  [472,]  7970.53390  3320.3609 15978.583
##  [473,]  5577.03718  3162.1352 16678.262
##  [474,]  2835.24532  6035.0247 31448.370
##  [475,]  5709.79289  7069.1944 22762.681
##  [476,]  3429.79131 19569.2875 18451.202
##  [477,]  4453.45849  9576.0308 14276.834
##  [478,] 10856.66594  3432.2041 25231.231
##  [479,]  1323.07399  2494.3660 10106.951
##  [480,]  7136.30266  4706.1757 19106.695
##  [481,]  4359.98616  6779.9254  9665.523
##  [482,]  4846.12043  3258.1427 11809.603
##  [483,]  8305.15184  2131.2127  8674.430
##  [484,]  5468.11086  7346.4972 14970.779
##  [485,]  3723.99437  8516.7951 28998.267
##  [486,]  2328.16248  6034.6625 20749.650
##  [487,]  1382.51751  5932.1877 11240.111
##  [488,]  1418.10528  1725.7852 23166.303
##  [489,]  2022.21648  3663.8779 13895.181
##  [490,]  7363.13995   443.8979 23285.655
##  [491,]  8991.61609  3646.6025 22238.460
##  [492,] 17291.58154  1568.4995 21754.497
##  [493,]  9854.66272  4591.4688 27076.393
##  [494,]   900.34159  4270.7774 16030.812
##  [495,] 13406.35352  3714.7001 11073.699
##  [496,]  7302.62146  4685.8219  8947.336
##  [497,]  5018.37627  7233.0787  8809.890
##  [498,]  3188.73217  3523.1802 16813.760
##  [499,]  3304.05854   267.2679  6810.980
##  [500,]  2285.21310 14519.9926 21548.355
##  [501,]  2307.97307  3228.1200 12645.346
##  [502,]  1436.15665  5715.0963 24042.075
##  [503,]  4066.60264  3920.6507 13007.247
##  [504,]   312.55820  5293.1760  7277.810
##  [505,]  4068.50819  1764.3347  7417.146
##  [506,]  3898.84230  1616.4692 15668.932
##  [507,]  3295.28777  1026.8917 17314.470
##  [508,]  6418.54739  2873.9302  9052.611
##  [509,]   729.90323  3868.1969  7764.519
##  [510,] 15978.31418  1246.7682 37406.192
##  [511,]  1425.65036  2132.2911 16060.964
##  [512,] 11841.53584  6684.9634  9118.010
##  [513,]  6189.49831  5176.8089 17406.909
##  [514,]   382.93578  4542.3164 18860.447
##  [515,]  4563.54781  3178.5245 11453.882
##  [516,]  5315.94238  3946.1418 21493.123
##  [517,]  5426.59081  5179.5210 13489.714
##  [518,]  7261.96095  7883.0469  3540.158
##  [519,]  6130.98665 13621.2666 16799.104
##  [520,]   545.39380  6899.3152 26316.367
##  [521,]  6087.07030  4395.6304 11892.896
##  [522,]  2767.47157  6660.8444 11741.394
##  [523,]  4591.76747  2850.0988 14623.996
##  [524,]  6637.53237 11903.3034 10313.482
##  [525,] 15315.41922   629.7864 10079.421
##  [526,]  4523.15003  5416.3073 17998.745
##  [527,]  3411.79310  8049.2993 11606.000
##  [528,]  1435.24422  3649.5935  7233.851
##  [529,]  2342.38500  1280.1375 12198.554
##  [530,]  3090.86253  1684.8010 13703.527
##  [531,]   863.97999  7098.0851  9990.867
##  [532,]   595.47434  3405.6157 13344.042
##  [533,]  9695.52235 10022.0722 16518.394
##  [534,]  2754.97243  9303.0701 14658.489
##  [535,]  3679.09894  2876.8941 15555.451
##  [536,]  3325.49755 10550.5792 13017.786
##  [537,]  5711.29674  8925.9241 11791.273
##  [538,]  2077.92855 11880.6614  7400.669
##  [539,] 11219.26867  2061.0160 13472.616
##  [540,]   704.06604  2769.5732 21191.813
##  [541,]  2628.42780  9477.7225 15924.495
##  [542,]  6931.68055  4732.5427  5368.686
##  [543,] 18260.79962  5007.6638 14269.884
##  [544,]  1635.42633  5817.1036 10699.947
##  [545,] 15367.27796  2902.5761 15332.119
##  [546,] 12106.57689   623.7435  5950.750
##  [547,]  4312.41347  4755.6439 12167.234
##  [548,]  3585.66686  4482.4289  8428.881
##  [549,]  4769.58462 16777.1722 13055.627
##  [550,]  1766.64443  9398.1049 15293.422
##  [551,]  5189.83584  3171.5031  8948.230
##  [552,]  2497.53669  6286.0198 13893.648
##  [553,]   121.34411  3449.0631 11948.855
##  [554,]  7859.94845   815.1173 29610.454
##  [555,]  2868.48970  4644.1654  8631.485
##  [556,]  3585.99827  2807.9440 40258.409
##  [557,]  4967.39634  4298.1975 24998.047
##  [558,]  1935.85666  4427.9575 10105.838
##  [559,]  6665.61614  6240.7154  9630.477
##  [560,] 11287.34858  4545.1436 11038.409
##  [561,]  9435.98461  2107.1339  9772.444
##  [562,]  2110.51922  6579.5917  9034.593
##  [563,]   828.72318  2195.5331 14389.451
##  [564,]  9111.93565  3897.2327 12271.115
##  [565,]  2997.85090 12037.9613 30446.045
##  [566,]   789.63224  6924.3383 20254.375
##  [567,] 12272.77121 16542.0475 31275.034
##  [568,]  4538.46885 13526.6292 20151.537
##  [569,]  3231.90320   887.1965  5046.671
##  [570,]  9248.64970  7414.7570 25912.991
##  [571,]   802.61468  2811.7065 19898.827
##  [572,]   548.48562 13964.4573 14104.052
##  [573,]  6165.57136  3192.0342 10345.817
##  [574,]  4002.45620 12972.4702 18017.851
##  [575,]  2301.11221  5253.4041 10089.954
##  [576,]  9504.76802  4125.2282 18580.431
##  [577,]  3608.78400  4619.1639 20028.433
##  [578,]   789.14040   828.4809  8877.559
##  [579,]  7412.94398  3072.1708 29139.539
##  [580,]  3263.85799  7410.8939 13029.118
##  [581,]  4826.56264  1155.8410 13208.717
##  [582,] 24201.57224  6274.9685 12305.267
##  [583,]  3921.44324 12031.6949  6877.217
##  [584,]   709.50085  2725.3900 23001.016
##  [585,]  5054.30946  4444.6516 14926.898
##  [586,]  7119.09473  4719.9227  5046.948
##  [587,]  4934.27901  9290.8966 25763.794
##  [588,]   870.53763  3547.2011 25778.901
##  [589,]  2081.36784   383.3586 38392.872
##  [590,]  2131.41160  2260.6405  5140.124
##  [591,] 16281.75898  1228.0805  8662.064
##  [592,]  3791.90123  5148.9031 33542.938
##  [593,]  1626.46339  4027.1308 33647.571
##  [594,] 19454.50172  3989.8417 11999.520
##  [595,]  9673.60137  2158.7995 17278.860
##  [596,]  8849.77966  1098.7364  7140.107
##  [597,]  5749.71183 10403.4228 23496.827
##  [598,]  4588.28593  3423.6711 15423.991
##  [599,]  4237.20485 15845.4181 22932.089
##  [600,]  6449.44391  2295.5083 17084.797
##  [601,]  3629.66692  3307.2813 26180.326
##  [602,]  4662.36293  1406.9285 17588.241
##  [603,]  9175.07593  1424.7816 15991.381
##  [604,]   898.63062  5675.0999 25957.665
##  [605,]  3534.39260   698.6843 21683.630
##  [606,]  4202.23216  3855.1511 10604.846
##  [607,]  3721.18229  1708.5109 28737.826
##  [608,] 10197.36040  4859.0551 21001.188
##  [609,]  2829.16397  2299.5673 26604.059
##  [610,]  1081.24948  6170.7898 14447.721
##  [611,]  4014.58817   510.6693 14181.503
##  [612,]  2001.36901  6017.5696  6301.241
##  [613,]  4389.47716  6019.8019 28284.131
##  [614,]  6473.29914  6986.9618 20315.943
##  [615,]  2807.29515  7332.2508 32678.664
##  [616,]  4796.56633  9805.4896  8535.502
##  [617,] 10046.02463  3049.8461  9327.680
##  [618,]  5759.51417  6500.8641 39048.614
##  [619,]  3001.30477  5132.3350 19656.990
##  [620,]  7519.22497  4651.2688 16007.540
##  [621,]  2467.29064  5292.7004 17298.560
##  [622,]  2518.25003  9000.8960 15767.167
##  [623,]  2317.40873  5749.9513 14574.352
##  [624,]  2668.68573 11402.3967 17179.394
##  [625,]  2431.15720  3123.3732 23968.783
##  [626,]  5817.10612  8166.1981 20606.325
##  [627,]  3203.90047  1802.6301 16758.098
##  [628,] 24353.78183 12774.7794 21659.133
##  [629,] 10991.98491  3413.6495 21373.488
##  [630,]  6147.06165  2677.5955 11305.888
##  [631,]   851.14701 19028.3681 14751.153
##  [632,]  6168.38482  3391.3762 26787.951
##  [633,]   637.65216  5880.7199 40909.610
##  [634,]  2445.09862  2675.3252  8449.834
##  [635,]   651.94669  1771.5864 13800.740
##  [636,]  6937.35796  1130.6763 11695.143
##  [637,]  5634.26437  2382.4593 10937.396
##  [638,]  3092.73609  6417.1448 18574.261
##  [639,] 13504.21418  4528.9749 17402.073
##  [640,]  5185.24412  4676.0440 17946.368
##  [641,]  8308.40069 10781.1161  4689.031
##  [642,] 10562.96695  8543.6780 19511.277
##  [643,]  2844.05815  1705.5112  7726.374
##  [644,]  2312.83864  4704.7926 15922.335
##  [645,]  6402.50567 12342.5299 10308.082
##  [646,]  1572.36147  1153.3108  9445.510
##  [647,] 20268.98643  7896.4780 13863.921
##  [648,]  3680.57190  3134.9266 18414.435
##  [649,]  2324.53523   870.3432 11418.399
##  [650,]  4885.85322 11125.2805 13331.262
##  [651,]  7968.01658  9146.4937 13257.778
##  [652,]  7428.88549  4681.8776 12079.494
##  [653,]  4843.08600  2509.4557 12593.632
##  [654,]  3701.21071  4593.1563 16821.961
##  [655,]  6484.66718  4984.4766 17135.852
##  [656,]   612.53116  1140.0719 13998.258
##  [657,]  5278.84956  3584.4278 10608.859
##  [658,]  1896.76848  5134.2218  7248.969
##  [659,]  3546.51803  6364.5631 10824.309
##  [660,] 10562.43091  3112.7573  4968.269
##  [661,] 10235.66726  1017.4539 18657.215
##  [662,]  3646.90354  5853.5288 22685.658
##  [663,]  3756.36787 11053.3913  8485.038
##  [664,]  7011.08666  7855.4651 24739.966
##  [665,] 11989.83202  6137.4555 18336.174
##  [666,]  9558.74777  5493.2272 22606.152
##  [667,] 16031.80263  8661.9567 21580.600
##  [668,]  2397.29214  6829.7209 15492.875
##  [669,]   808.96534  8303.3111 36274.506
##  [670,]  4065.83414  2845.8457  9449.988
##  [671,] 10873.89533  2122.3136 19161.763
##  [672,]  2851.35040  9741.1061 11230.792
##  [673,]  9319.72740  9044.0204 17068.960
##  [674,]  2523.51195  1073.8779 35741.866
##  [675,]  6319.33493   290.3734  8533.309
##  [676,]  4864.72891   980.8309 16218.075
##  [677,] 11110.91045  5691.7224 20426.390
##  [678,]  3636.78437  3185.1428 25335.830
##  [679,]  3879.37954  8308.3077 14200.546
##  [680,]  1543.01162  5900.7583 20839.931
##  [681,]  5573.06312  2618.8919 11816.742
##  [682,]  2651.15170  3539.3747 17546.404
##  [683,]  6295.17685  5128.9937  4671.560
##  [684,]  2440.52665  5684.7314  6165.635
##  [685,]  2428.75092  9390.0838 13303.523
##  [686,]  1472.56254  6551.2091 17268.267
##  [687,]  1405.03117  1160.1797 23067.002
##  [688,]  6831.53762  4397.3146 18850.916
##  [689,]  3059.46062  4056.0146 10087.118
##  [690,]  1605.85826  3991.8306 13528.783
##  [691,] 20203.65083  4536.5414 13836.627
##  [692,]  7714.74159  8076.9405 10844.057
##  [693,]  7802.34613  4577.3550 10103.410
##  [694,] 16600.22711  7582.3116 22103.153
##  [695,] 10111.26856   306.9426 25522.095
##  [696,]  3961.67859  4151.3510 20216.049
##  [697,] 12264.77807  2801.4376 11940.044
##  [698,]  7905.56016  3562.0285 11330.021
##  [699,]  4153.14817  7141.7233 19503.429
##  [700,]  1077.14336  9003.3161 12150.703
##  [701,]  1819.43040  6686.1683 12923.954
##  [702,]  3941.52393  2184.6868 15114.067
##  [703,]  4691.65563   804.1668 12021.656
##  [704,]  1096.89464  2460.6276 11093.535
##  [705,]  8324.24360  2409.0764 22741.256
##  [706,]  4601.69723  1230.2686 13857.615
##  [707,]  9142.16500  7378.9352 18573.406
##  [708,]  6736.04669  3344.2616 27270.513
##  [709,]  9383.43091  6152.4704 10109.052
##  [710,]  5063.84419  7584.1873 26634.263
##  [711,]  3607.60075  4034.1808 18094.827
##  [712,]  4111.46833  7258.8968 15254.053
##  [713,]  2837.60055  9889.8547 15474.092
##  [714,]  1156.27487  4478.0237  9642.181
##  [715,]  4458.57988  7453.5559  9445.481
##  [716,] 13880.29286  1521.9750 13852.863
##  [717,]  1714.53695  5955.9068  9654.772
##  [718,]  1440.26426  1007.2807 13414.959
##  [719,]   842.58482   695.3914 24643.050
##  [720,]   765.74388  6299.6513 43236.706
##  [721,]  1815.57955  7804.0262 19223.485
##  [722,]  3873.24030  5950.2506 15009.900
##  [723,]  3545.37548  7120.6467 15920.178
##  [724,]  2548.59723  7451.8370 15916.176
##  [725,]  1481.87637  2840.5996  7139.299
##  [726,] 10619.01920  2731.3496 20001.608
##  [727,]  3763.66562  4401.7131  6843.709
##  [728,]  8167.08287  4599.7868  5693.733
##  [729,] 16498.18331  6451.0665 12492.239
##  [730,]  4114.59240  3793.5182 12784.919
##  [731,]  3739.07854  1466.3654 27579.764
##  [732,]  2165.45527  8376.2525  7710.277
##  [733,]   955.51034  7260.2875 11857.223
##  [734,]  2374.33211  2845.5651 13041.084
##  [735,]  5276.88888  4945.7504 15689.324
##  [736,]  1502.94452  5121.8929 11196.851
##  [737,]   122.90835  4272.1816 14131.695
##  [738,]  7143.31744 29853.2337 17833.387
##  [739,]   840.30084  5010.3855 19333.441
##  [740,]  2674.20075  2808.0817  8675.627
##  [741,] 10439.06698  3928.2629 26786.747
##  [742,]  5277.31104 13808.7213 12091.605
##  [743,]  4127.75690  5067.5670 14912.204
##  [744,]  2474.12121  7997.1597 23030.915
##  [745,] 12599.76282  3451.1002 11983.819
##  [746,]  6443.83372  3895.4638  5238.980
##  [747,] 16177.41495  4684.0413 13296.021
##  [748,]  4469.01734  1482.4588 18650.649
##  [749,]  4613.35201  3140.3356 17503.833
##  [750,]  4289.87878  6787.4048 27183.337
##  [751,]  7427.60049  4115.8440 10257.895
##  [752,]   801.99126  3300.7721 16155.216
##  [753,]  1999.00085  2004.6736 16862.952
##  [754,]  1627.85807 27023.0448 18295.111
##  [755,] 11471.11397  2245.8406  7203.172
##  [756,]   271.83680  6482.8150  8932.350
##  [757,]  3499.90235  2319.7693  6715.354
##  [758,]   227.09902  2188.0261 10906.877
##  [759,]  4836.47604  2192.1257 25925.349
##  [760,]  2010.37442 13774.6395 14872.572
##  [761,]  9718.72079  1178.6602 11687.856
##  [762,]  8248.48583 13824.8530 23886.709
##  [763,] 10869.45505  5902.6248 26599.270
##  [764,]  3935.32472 11531.7711  8975.353
##  [765,]  9928.62314  2768.8960 18943.000
##  [766,]  1837.40073  8694.0255  9805.305
##  [767,]  4262.88047   968.3469 11487.199
##  [768,]   242.71232  5409.1260 13939.598
##  [769,]  5653.60743   763.8890 12793.097
##  [770,]  4784.79523  4024.8952 31517.818
##  [771,]  5694.54587  1184.1810 22586.676
##  [772,] 11881.12285  4754.9185 13988.622
##  [773,]  8213.62086  7398.9874 15675.954
##  [774,]   158.46957  1132.5700 19839.457
##  [775,]  9903.92273  2365.0872 20757.445
##  [776,]  7418.71950  3730.2398 12311.342
##  [777,]  1684.34654  6580.1843 16833.414
##  [778,]  4011.64062  1195.1787 19359.145
##  [779,]  2843.25351 14206.8620  7087.217
##  [780,]  1707.70026  2654.1838 31692.672
##  [781,]  2814.80857  2760.3396 16939.050
##  [782,]  1683.27866  1628.4273 13724.465
##  [783,]  7579.75253  3535.0639 28026.087
##  [784,]  4006.76167  1867.2548 27400.416
##  [785,]  3748.74635  8057.6940 16817.149
##  [786,]  7438.09479  7601.2171 28358.923
##  [787,]  2472.60284  7018.4935  7334.931
##  [788,]  2001.30738  5536.0291 22761.737
##  [789,]  5805.89437  7493.6953 39277.013
##  [790,]  6379.95906  5193.1239 13585.644
##  [791,]  1429.20421  2177.9938 18730.983
##  [792,]  5038.23317  9147.2771 12479.668
##  [793,] 10779.57868  2791.8942 16523.733
##  [794,]  4801.00334  8665.0702 23446.241
##  [795,] 16431.83738  2903.0676  8566.454
##  [796,]  4922.88726  3979.3392 16776.317
##  [797,]  8680.43110  5721.6666 28063.037
##  [798,] 58902.57487  9575.2956 18781.370
##  [799,]  4568.97256  1500.5576 17688.666
##  [800,]  7201.11895  1480.9635 13640.272
##  [801,]  1412.10205  2138.8749 14553.061
##  [802,]  6724.79643 16985.8113 25532.112
##  [803,]   961.90871  6446.4171 15873.450
##  [804,]   298.56477  5247.8936  9800.490
##  [805,]  8743.17836  5066.7657 15259.509
##  [806,] 11956.36190 12028.5415 15265.984
##  [807,]  2265.36575 10709.4349 16087.246
##  [808,]  4248.01016  3592.3026 18215.638
##  [809,]  5675.02536  1365.6934 16299.852
##  [810,]  2524.20344  6404.5474 16241.405
##  [811,]  1342.26364  2156.6354 16091.938
##  [812,]   747.98915  1622.5976 14326.065
##  [813,]  2279.91086  1250.1416 27815.746
##  [814,]   559.95682 12871.0228 22557.976
##  [815,] 15359.84439  2886.2112 12611.445
##  [816,]  1859.67770  3388.6582 13585.381
##  [817,]  9341.57616  2634.3872 24330.443
##  [818,]  3899.75895  7975.1088  6092.145
##  [819,] 10695.89221  2416.7787 26609.289
##  [820,]  9504.08047  2827.2850 30665.250
##  [821,]  3023.74593  6319.5309 20055.010
##  [822,]  5429.83729  1004.3174  7065.232
##  [823,]  2757.40724  5181.5581 17389.285
##  [824,]  3188.17548  5182.6920 21895.959
##  [825,]  6388.25216  3387.6526 19709.672
##  [826,]  5899.79934  7724.4834 12912.086
##  [827,]  2196.97041  7021.3596 17276.844
##  [828,]  2262.22026  6124.5427 23441.409
##  [829,]  2972.51538  1127.5638 13600.999
##  [830,]  2219.81444  4085.9255 39243.156
##  [831,]  4079.08792  4928.4187  7647.420
##  [832,]  8336.85830  3211.0851 31579.886
##  [833,]  3067.22183  1517.2377 20463.441
##  [834,]  3279.86103  9860.5535 12740.013
##  [835,]  4188.16609  3624.7837 13109.396
##  [836,]  2956.39756   951.7944  8174.520
##  [837,]  4792.39186  5131.2022 17666.956
##  [838,]   893.56374  4142.5311 19910.933
##  [839,]  7184.66555  8911.1296 14780.863
##  [840,]  1218.98830 15763.4130 20428.651
##  [841,] 10144.25532  6262.0289 11611.959
##  [842,]  7084.85003  4502.0423  8748.898
##  [843,]  6148.10294  8571.0482 22760.589
##  [844,] 10499.96767 13128.1119 22643.412
##  [845,]  6551.32171  3213.7765 18879.326
##  [846,]  5022.38920  2007.9441  6964.782
##  [847,]  2278.80448  1069.6979 27649.536
##  [848,]   610.24937  6273.9538 11314.377
##  [849,]  5671.58018  3585.8303  9770.598
##  [850,] 12773.28380  6005.5016 11558.499
##  [851,]  7923.79832  4325.6616 19345.215
##  [852,] 11203.73535   859.8126 16633.676
##  [853,]  3727.51292  9985.0799 16309.305
##  [854,]  3475.95162  6334.2397 25466.436
##  [855,]  2326.44259  4044.4827 18474.651
##  [856,]   736.59764  9563.1262 16431.342
##  [857,] 13653.02272  2241.1244 10132.848
##  [858,]  5050.33047  6675.6612  8730.551
##  [859,]  6739.12463  5757.4999 13152.732
##  [860,]  3934.13845  4239.1639 23356.180
##  [861,]  8644.42776  2271.1581 10169.593
##  [862,]  1695.03950  2691.7876 12416.956
##  [863,]  3475.09247  3288.6024 21033.459
##  [864,]  7053.25730  1674.3900 17194.527
##  [865,]  4470.96276  3603.0833 22624.552
##  [866,]  4554.93379  4070.8229 11740.485
##  [867,]  1409.53600  7768.7834 26756.077
##  [868,]  1558.84006 14239.5005 29171.430
##  [869,]  9005.35498  8732.8271 10660.077
##  [870,]  3580.40453   997.6970  6943.971
##  [871,]  8895.05378  4392.3860 21642.293
##  [872,]  2654.30302  6554.1207 13596.538
##  [873,]  2158.63800  3716.9441 13458.526
##  [874,]  4769.46284  5247.3177 13081.139
##  [875,]  1825.00810  2631.1696 14319.326
##  [876,]  4049.52406  2963.6439 20936.974
##  [877,]   608.84951  3513.0826  9096.480
##  [878,]  1943.11407   951.9637  9648.992
##  [879,]  7702.08549  1260.4630 12323.540
##  [880,]   787.00155   672.2981 16644.386
##  [881,]  4646.63479  1553.3586 14955.560
##  [882,]   140.95810  4893.0033 11617.564
##  [883,]  7270.82237  3714.8480 16680.945
##  [884,]  9043.11743  3086.8307 13802.948
##  [885,]  5231.96113  2093.8256 18714.970
##  [886,]  3760.44465  2787.1980 12965.562
##  [887,]  9178.12725  8433.9368  8327.301
##  [888,]  3165.60601 11086.2452 10410.753
##  [889,]  9490.51083  2545.4851 15022.308
##  [890,]  3246.54442 10452.4721 13169.889
##  [891,]  9687.19101   592.3170 12593.276
##  [892,]  4453.86227  1506.4170  7606.868
##  [893,]  4213.74388  3741.5898 18267.438
##  [894,]  6563.03036  3520.5545 26634.006
##  [895,]  6269.12750  9654.0061 15946.791
##  [896,]  4433.88629  6028.7857 12567.430
##  [897,]    35.80716  9399.8101 15397.573
##  [898,]  4034.88003  3963.6993 27743.181
##  [899,]  8700.26269  2662.5879 12430.465
##  [900,]  5679.50838  2048.3260  9681.530
##  [901,]  4525.34996  5688.2081 11502.229
##  [902,]  5435.36677  5306.9914 10786.485
##  [903,]   426.98552  6266.5337 20103.378
##  [904,]   192.82407  2433.2008  3952.342
##  [905,]  1211.01535  6014.6703 17674.552
##  [906,]  5472.55589  7704.2062 23828.869
##  [907,]  4022.38102  4387.3875 11915.684
##  [908,]  6512.31751  6475.4106 10538.945
##  [909,]  2386.05057  3739.3882 12271.635
##  [910,]  4616.15432  7062.7155  9850.442
##  [911,]  6584.19663  1142.3831 13197.308
##  [912,]  2923.80935  8619.1765 32067.704
##  [913,]  2410.95864  3385.6625  8652.115
##  [914,]  5745.84481  4104.9245  8481.543
##  [915,]  2346.96586 11639.0901 12478.970
##  [916,]  4594.04888  3696.4485 15316.138
##  [917,]  1515.16704 12972.1351 14832.645
##  [918,]   848.24615  5022.9622 13039.289
##  [919,]  1376.30844  6460.6788 16579.856
##  [920,]  8865.08669 12874.6001  7269.042
##  [921,]  7587.82883  9449.6951 15937.424
##  [922,]  2444.90712  2857.6682  6194.901
##  [923,] 11528.23469   950.5471 19291.645
##  [924,]  7065.79187  7433.3742 12005.048
##  [925,]  5655.45966  3065.4332 16253.155
##  [926,] 20128.32001  3401.6179 11924.439
##  [927,]  2004.34381  3333.0065 11151.636
##  [928,]  5564.63446  8949.9156 30639.890
##  [929,]  3173.71205 14589.1154  8017.402
##  [930,]  2891.77417  6632.6753 24093.155
##  [931,]  4360.33560 11909.5386 29524.367
##  [932,]   254.64156 15020.4312 26792.563
##  [933,]   755.24680  4702.1963 33572.489
##  [934,]    90.60544  4961.6341 12484.422
##  [935,]  9045.10695   828.7554 10244.374
##  [936,]  2891.24618  6516.5657 13770.847
##  [937,]  1178.68141  6569.0534 22742.327
##  [938,]  2392.13286 11804.1325 10581.969
##  [939,]  1420.03240 15998.5821 21643.681
##  [940,]  4086.09884  9296.1354 11369.227
##  [941,]  1041.88416  2808.5351 14942.682
##  [942,]  3996.02703  3389.7077  4075.756
##  [943,] 10912.42841  2172.6334 22145.502
##  [944,]  4950.56242  2255.4997  9517.303
##  [945,] 12510.25923  3915.6569 24536.762
##  [946,] 12155.78094  7420.1413 14479.453
##  [947,]  2567.41427  5566.2928 16665.064
##  [948,]   675.34510  2457.1805 22587.736
##  [949,]   710.50842  3137.7917 17597.116
##  [950,]  3943.98683  3120.8236 14418.909
##  [951,]  9589.79384  5643.8273 15678.332
##  [952,]  2446.16710   901.3215 28329.980
##  [953,]  7339.19499  2509.9326 16829.918
##  [954,]  1960.00821 11253.4907  7905.331
##  [955,]  1353.11377  5219.0607 10330.911
##  [956,]  2711.08479  1078.6617 18611.031
##  [957,]  6375.38468  8534.1006 15997.374
##  [958,]  2552.91114  1912.5029  4541.601
##  [959,]   702.48504   335.8993  7577.716
##  [960,]  2632.19721  5263.8746  5962.914
##  [961,]  1323.43970  3981.8322 11610.960
##  [962,]  7131.01704  1801.0147 19318.994
##  [963,]  3925.50055  4554.1719  5786.082
##  [964,]  4755.85276   352.5154 23399.051
##  [965,] 11945.69477  6010.8149  8940.222
##  [966,]   673.71330  3329.6032 18244.159
##  [967,]  6304.23891 13223.2407  5864.865
##  [968,]  8090.87234  5960.0925 14642.353
##  [969,]  2021.13314 11109.8107 16346.623
##  [970,]   424.27385 10292.0354 14665.022
##  [971,]  6416.78194  7488.4595 13017.352
##  [972,]  1281.76651  2268.5586 18593.312
##  [973,]  1695.86532  2020.5133 37660.271
##  [974,] 11893.22294   784.6616 20704.106
##  [975,]  2419.71649  5531.7209 35740.623
##  [976,]  3505.55166 13813.1733 23018.807
##  [977,] 15964.47500  2458.1466 19749.987
##  [978,] 13338.95967  4713.9105 14644.317
##  [979,]  4230.86498  6660.7273 18863.616
##  [980,]  1262.98876  3044.5747 23044.303
##  [981,]  1316.91461  1666.7583  6074.562
##  [982,]  6783.43776  8420.4252 20148.035
##  [983,] 21318.77260 11901.2677 24277.843
##  [984,]  5297.08452  3427.0233 21305.036
##  [985,]  2111.40177  3737.9271 21240.355
##  [986,]  9171.17013  1318.1552  4429.692
##  [987,]   460.32697  2695.3827 12187.180
##  [988,]  4251.89896  2587.7543 15700.889
##  [989,]  1494.86937 17244.9019 16471.857
##  [990,]  4935.43097  3289.2277 16512.619
##  [991,]   724.89376  3783.7614 11161.146
##  [992,]  1269.83477  3702.4725 11912.139
##  [993,]  1025.48447  2555.8185 20207.750
##  [994,]  1740.51815  1342.8519  9522.107
##  [995,]  2505.26580 22443.6466 35417.301
##  [996,]  3581.62107  7521.1129 17464.405
##  [997,]  1218.26993  6907.9032 10399.343
##  [998,]  1976.97696  3395.1420 11586.055
##  [999,]  5055.97597  5046.0034 10912.042
## [1000,]  3075.05976  2524.5794 14416.506
## 
## $`p-values`
## [1] 0.000 0.000 0.258

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.