comb_Ridge.RdComputes forecast combination weights using Ridge Regression (OLS) regression.
comb_Ridge(x, custom_error = NULL)An object of class 'foreccomb'. Contains training set (actual values + matrix of model forecasts) and optionally a test set.
Returns an object of class ForecastComb::foreccomb_res with the following components:
Returns the best-fit forecast combination method.
Returns the individual input models that were used for the forecast combinations.
Returns the combination weights obtained by applying the combination method to the training set.
Returns the intercept of the linear regression.
Returns the fitted values of the combination method for the training set.
Returns range of summary measures of the forecast accuracy for the training set.
Returns forecasts produced by the combination method for the test set. Only returned if input included a forecast matrix for the test set.
Returns range of summary measures of the forecast accuracy for the test set. Only returned if input included a forecast matrix and a vector of actual values for the test set.
Returns the data forwarded to the method.
The function integrates the Ridge Regression forecast combination implementation of the ForecastCombinations package into ForecastComb.
The results are stored in an object of class 'ForecastComb::foreccomb_res', for which separate plot and summary functions are provided.
Forecast_comb,
foreccomb,
plot.ForecastComb::foreccomb_res,
summary.ForecastComb::foreccomb_res,
accuracy
obs <- rnorm(100)
preds <- matrix(rnorm(1000, 1), 100, 10)
train_o<-obs[1:80]
train_p<-preds[1:80,]
test_o<-obs[81:100]
test_p<-preds[81:100,]
data<-ForecastComb::foreccomb(train_o, train_p, test_o, test_p)
ahead::comb_Ridge(data)
#> $Method
#> [1] "Ridge Regression Regression"
#>
#> $Models
#> [1] "Series 1" "Series 2" "Series 3" "Series 4" "Series 5" "Series 6"
#> [7] "Series 7" "Series 8" "Series 9" "Series 10"
#>
#> $Fitted
#> Time Series:
#> Start = 1
#> End = 80
#> Frequency = 1
#> [1] 0.242410400 0.070989400 -0.043943749 -0.179885476 -0.034335061
#> [6] 0.044697429 0.153242245 0.074777432 -0.028114455 -0.009466485
#> [11] 0.058812452 0.054313257 -0.031396606 -0.288324772 0.008312683
#> [16] -0.021558401 0.166890024 0.043447154 0.164337903 0.026873024
#> [21] 0.045798703 0.033847152 -0.040122289 0.205576104 -0.084610708
#> [26] 0.072125917 -0.130805142 -0.118325617 -0.059560277 -0.030426503
#> [31] 0.098705801 0.025034196 0.149622575 0.038320590 0.279478410
#> [36] 0.023184331 0.005855469 0.008815772 0.064485044 0.033627952
#> [41] 0.312849067 0.019437223 -0.042894248 -0.016613911 -0.030666271
#> [46] 0.059000717 -0.072621808 0.079602433 -0.051050903 0.179031352
#> [51] -0.011709789 -0.006189351 0.061743209 -0.111564687 0.006561071
#> [56] 0.118946803 0.056725987 0.122425154 0.163455944 0.030643034
#> [61] -0.112557577 -0.026663246 0.002986276 -0.013483722 0.012590085
#> [66] -0.102545824 -0.087010549 0.004606297 -0.127974973 -0.180472433
#> [71] -0.008930484 -0.071219295 0.145244063 0.173857628 0.098699875
#> [76] -0.004815681 0.026515350 -0.040164385 0.130802906 -0.121482688
#>
#> $Accuracy_Train
#> ME RMSE MAE MPE MAPE ACF1
#> Test set 6.884684e-19 0.9285948 0.7014053 91.18464 97.56071 -0.0404786
#> Theil's U
#> Test set 0.9814677
#>
#> $Input_Data
#> $Input_Data$Actual_Train
#> Time Series:
#> Start = 1
#> End = 80
#> Frequency = 1
#> [1] 1.76344866 0.39523197 -1.09539615 -0.15669729 0.07075255 0.10498549
#> [7] 0.41440578 0.87037857 1.80818255 -0.13952628 -1.16096226 1.12895806
#> [13] -1.47414431 0.58996913 0.73845356 -0.31291350 0.68965815 0.91375801
#> [19] 0.28815292 0.07491075 -0.49111171 1.11482299 -0.40155503 0.29709525
#> [25] -0.77691581 0.11294011 0.14830982 -3.20257285 -0.56849410 -1.58638078
#> [31] 0.25352344 -1.17441749 0.15259433 -1.44991505 0.59619660 1.36510912
#> [37] 0.48971943 0.28965304 -0.06133964 1.14513789 0.94974014 -0.97456923
#> [43] -0.77425963 0.08609125 -0.51509792 -0.18812310 -0.74274241 -0.17734517
#> [49] -1.71110978 0.23669500 0.15568926 -0.33689547 -0.53526468 0.06655492
#> [55] 1.84086325 -0.21040176 0.86398030 1.94234783 0.04804070 1.06402961
#> [61] -1.36209046 -0.19821756 -0.30035792 -0.20721876 0.74951541 -0.11065643
#> [67] 0.51739483 0.51252830 -1.11536526 0.60800388 -0.37644081 -0.91764009
#> [73] 0.35098319 0.67503577 0.69258757 -1.54859875 -0.03736272 1.47840014
#> [79] 1.73228833 -2.33721914
#>
#> $Input_Data$Forecasts_Train
#> Time Series:
#> Start = 1
#> End = 80
#> Frequency = 1
#> Series 1 Series 2 Series 3 Series 4 Series 5
#> 1 0.2031960608 2.06257509 -2.07727962 1.5661521049 0.0004407667
#> 2 1.4418064961 1.27950143 1.12790934 2.0864968724 0.4429846917
#> 3 -0.9701982798 0.17732026 0.91259618 0.7915619395 1.3263257689
#> 4 2.7569764559 0.19670382 2.43728994 0.1059211336 1.2708136069
#> 5 2.4011133188 1.33989109 0.36604926 1.0598221263 2.1309270664
#> 6 0.4458234617 2.75605044 1.50550661 -0.7642577983 1.0647574177
#> 7 2.5401805431 1.05351392 1.94930887 2.3925628718 -0.4470161301
#> 8 -1.1702053069 0.85086706 0.82225763 2.8387126051 0.3136423719
#> 9 1.4811257639 0.07676095 0.91375309 3.8360673937 2.7755850965
#> 10 1.2411196461 -0.30960469 -0.30138484 1.9447114985 -0.1902043240
#> 11 0.6159312822 0.15142351 -0.04092501 -0.0733176988 -1.0265098980
#> 12 -0.2107350048 0.50369556 1.31467295 0.3479426466 0.4261794475
#> 13 -1.0117198818 0.43238537 1.12900257 -0.6040306707 -0.3366177066
#> 14 2.8683699876 -0.37613748 1.05080278 -0.7265940947 1.4381490290
#> 15 0.3455775353 1.63072099 2.82606506 0.5431701270 1.8277749672
#> 16 2.7717317511 0.45079661 1.04304285 1.2683230824 0.9394729002
#> 17 2.5482153110 3.62554014 0.94934473 2.2867165545 2.4200060512
#> 18 1.5437115017 2.51427074 0.46545631 0.5663359495 1.8962170039
#> 19 0.0174575898 1.83575238 1.65051040 3.3255053265 -0.7785618219
#> 20 0.8538961666 1.37114472 1.06845716 0.8061362004 1.4205521223
#> 21 1.5268985209 1.64979252 0.70688124 1.4199154981 1.1355183107
#> 22 2.3595335981 1.28827044 2.77727000 1.8311842423 1.5139490586
#> 23 2.1192302105 0.61985198 0.86338724 1.6414712242 1.0294879020
#> 24 -0.1439914303 2.07836844 0.77294052 4.0809378010 1.5689712402
#> 25 2.4705865841 0.67898959 2.04539783 -0.2788408314 1.2775975990
#> 26 -0.4564570001 0.75389858 0.46596883 0.0216212144 0.7027397879
#> 27 0.9465169997 0.51610098 0.80692086 -1.2537487169 0.6899379593
#> 28 1.5242968083 0.16972029 1.15995243 1.4855092152 1.2002433572
#> 29 1.4210361200 0.90760497 0.18361843 0.2030273249 1.5798447303
#> 30 0.0739758221 0.14258763 0.62289709 1.1346387399 0.9353214027
#> 31 -0.9832878473 1.43339561 1.25333126 0.0003722604 -0.2777015658
#> 32 0.7133247263 0.71045693 -0.32061799 2.0069403732 1.0923585134
#> 33 0.4594442862 0.97329716 0.46981823 1.3193622383 0.7110717201
#> 34 0.1422682661 0.58856978 1.72270131 1.0623209974 0.1783502681
#> 35 -0.7776842448 3.11851801 0.69265318 -1.1873696415 -0.3145568016
#> 36 -0.1396593865 1.03592852 0.57881694 1.3062670896 2.5063621307
#> 37 1.1842559576 0.05349652 0.11989298 0.7346886986 1.4706351089
#> 38 -0.0889335756 0.15324816 2.63238128 1.7186943493 0.5628447632
#> 39 0.3985142812 1.89338521 3.14422782 2.0683236590 1.5030205104
#> 40 -1.3140250513 0.06304631 0.78362852 0.8037611477 0.4781258596
#> 41 0.9785889997 2.91675760 1.16577735 0.6207021892 -0.2968934436
#> 42 1.6297284782 1.82913711 1.79860824 -0.4492802233 1.2259532360
#> 43 2.5230181171 1.19352618 0.64124702 1.2965623530 1.5597350016
#> 44 1.9967960638 0.74718175 0.94655146 2.1248623271 1.6928564572
#> 45 1.2834389081 0.44849238 0.62682217 1.2979876471 1.6170699157
#> 46 1.4206901121 1.71070344 -0.42583651 0.3519085813 0.9877921592
#> 47 1.5932145468 0.05931570 0.34717741 0.8919797288 1.2127201937
#> 48 1.3546724246 0.35014781 0.25138100 0.9379631942 -1.1152603396
#> 49 1.1345901499 1.58085392 0.53622904 0.0661508561 3.4766381044
#> 50 1.4935874219 2.41008255 0.96640397 2.1186620614 2.0793097744
#> 51 -0.6343254030 0.88570505 0.96034786 -0.2079033669 2.6174169154
#> 52 1.4932831886 0.76876665 0.41375505 1.3595204689 0.1565560804
#> 53 0.0839794559 0.28256629 1.51937156 2.3101389198 0.2164207288
#> 54 2.4481472830 0.18786739 0.77981666 0.5198902137 1.0294135217
#> 55 1.5686793006 0.28329951 1.72199036 2.5251502876 0.0413447948
#> 56 1.7712962280 1.91051749 0.06293909 0.3076244142 1.3344451158
#> 57 -0.7338618400 1.23924987 2.68540351 0.2324533364 0.7517315503
#> 58 -0.0148096208 1.88154938 0.79449162 0.8872028063 -0.1382172964
#> 59 -0.0007662875 2.29376297 0.12921844 1.6307871862 0.2234557420
#> 60 1.4262127564 1.39262897 2.37774639 0.1444054769 0.1210273320
#> 61 -0.4641801228 0.81641849 0.05275782 0.8561300462 3.1887224985
#> 62 -0.0644301790 1.05228374 -0.60928325 0.8486683085 2.4728555015
#> 63 1.1917204860 0.96856052 1.66532024 0.9460683858 0.3861373926
#> 64 0.6301380134 0.06376747 0.34231636 0.5884005986 0.3360007426
#> 65 0.1996792149 -0.39416773 -0.19788386 1.3081716353 0.2412822063
#> 66 2.3278652440 0.36091716 2.26473683 2.5536793692 2.5007401697
#> 67 1.9578559048 0.46948809 1.50381867 -0.5282647447 0.6516391097
#> 68 2.9654062162 1.52461236 2.11167756 1.6708359113 0.7804718368
#> 69 1.0706613335 -0.02633640 2.52957419 1.6431324922 2.1868859407
#> 70 1.4482505321 -0.51314088 1.29398926 -0.6767357260 0.6664937755
#> 71 0.8606999030 1.27999432 1.19461015 -0.5406106573 1.1835508013
#> 72 0.6804287176 0.49464016 0.30535162 1.6621532619 3.0895048468
#> 73 0.0124506294 1.68072574 0.91829031 0.8384848967 0.9636853321
#> 74 0.2536545726 1.94683146 0.51377458 1.1308583426 0.3793775046
#> 75 0.0080058226 1.67725906 0.50147969 1.8664613956 2.4915948892
#> 76 1.8698551707 0.53473841 0.57800440 2.0378674090 1.3209651482
#> 77 0.8297594448 0.82881054 0.26005612 2.8544328633 0.4153660663
#> 78 0.3415199802 -0.08433736 0.43636727 2.1356495873 0.3548938472
#> 79 -0.2259541146 2.33597333 -1.74989633 -0.0838771692 1.0504261437
#> 80 0.9816487023 -0.08909811 1.89942482 0.5268700257 0.8999465011
#> Series 6 Series 7 Series 8 Series 9 Series 10
#> 1 2.17007888 2.30877946 1.229186476 -0.222239566 1.041821623
#> 2 1.84278869 1.80283898 -0.703466902 0.862539011 2.358257772
#> 3 2.30319701 1.16091370 0.067845523 0.344600503 0.906013262
#> 4 0.09640886 0.07555201 1.186540600 1.098336235 1.253835772
#> 5 2.43453166 0.58278834 0.879571796 0.321429295 -0.501840529
#> 6 -0.27443577 -0.42120258 0.492744188 0.904734724 1.477672654
#> 7 1.36992384 2.83798278 1.956715179 1.527821667 2.172747061
#> 8 -0.76596595 -0.49047489 1.265139710 0.384555954 1.343677376
#> 9 0.04535189 2.53709766 0.276385760 0.480305746 0.979380431
#> 10 0.32517231 0.51006892 0.526149455 1.294179785 -0.168120948
#> 11 -0.50413657 2.29074698 2.008861650 -0.143262728 0.393062045
#> 12 0.11091814 1.45761169 1.301998928 2.430224317 0.458452456
#> 13 1.24442261 0.50161565 0.829969853 -0.390299883 1.443029335
#> 14 0.25414574 0.04904314 1.955214447 -0.997823550 1.917364825
#> 15 1.33380602 -0.07909116 3.284888019 0.494101864 0.425135169
#> 16 0.28236736 2.41222705 1.871646771 0.553843558 1.852673696
#> 17 0.98899512 1.06132569 2.179667288 -0.607534465 1.131832467
#> 18 -0.25595654 0.22824530 0.524456100 0.204092509 0.147529875
#> 19 1.16509122 0.12247454 -0.364923018 -0.411942464 1.964382402
#> 20 1.24073069 0.52414033 -0.130813599 1.779663943 -0.418084759
#> 21 1.04422716 1.02846873 1.547371142 0.621426158 2.782838732
#> 22 0.94248838 2.49854569 0.535611240 1.178677208 1.676181685
#> 23 0.13547316 1.20517340 0.814857280 0.506307104 1.857975635
#> 24 -0.07771001 0.44839606 2.659230403 0.086533851 0.004449099
#> 25 -0.45534496 1.40396772 0.646103856 1.860540166 0.840392572
#> 26 -0.16983852 1.88006098 1.203690872 2.242117421 0.758253082
#> 27 -2.55177969 0.54568023 0.189846922 0.737780488 1.796864324
#> 28 2.56061492 -0.02601179 0.111738929 0.527452939 1.295924273
#> 29 0.86458190 -0.02321642 3.612044547 -0.907398137 -0.462458954
#> 30 1.59367612 1.13079613 1.237120736 0.767020665 1.783383843
#> 31 1.62942702 0.06614945 0.183747527 1.304997201 -0.243156103
#> 32 -0.98312487 1.00594277 1.534131835 0.685390453 1.814970710
#> 33 0.23195321 2.33374508 2.120928319 1.910944755 -0.447223772
#> 34 1.11417948 1.75745470 0.640462122 0.356879384 1.130157776
#> 35 2.09860390 1.87719735 1.327123719 1.292362295 0.100782441
#> 36 2.51073648 0.14718000 0.436259544 1.801497060 -2.630434140
#> 37 1.79559241 3.16860327 0.930150833 1.404028855 0.155016166
#> 38 1.45463320 0.71032396 1.500334222 1.622072939 0.653988096
#> 39 -0.61642742 1.21417075 1.403529640 -0.899316468 1.314986440
#> 40 0.61676571 2.72278069 -0.154904518 0.224475713 1.185818547
#> 41 0.36643137 2.65082326 2.899676861 1.688510884 1.081638644
#> 42 1.72775689 0.49131521 0.577521406 2.511698357 0.536406642
#> 43 2.99490090 1.11038374 1.119630844 -0.516066995 1.733232323
#> 44 0.08673048 1.80392894 1.706306151 -0.351089373 1.311196031
#> 45 1.60092112 2.02815605 0.728531833 0.588149592 1.358387075
#> 46 -0.62730422 1.62781571 1.126315368 0.345338334 1.598418586
#> 47 0.30656759 0.85242291 0.845596535 1.736702788 0.561073797
#> 48 1.63437955 1.82979359 1.584724664 1.356504152 2.102971944
#> 49 1.64310674 1.44879437 1.259619144 0.076992610 -0.262090333
#> 50 1.87827312 1.82362158 1.181692313 1.738854721 -0.550974194
#> 51 0.05433515 3.04928066 0.677290532 0.233671782 0.739375879
#> 52 1.27103003 -0.74222091 1.778759184 0.761954273 0.373668692
#> 53 0.09756726 -0.06188870 2.971794369 1.759437455 0.079388046
#> 54 1.68312412 1.56142789 0.059237587 0.568745503 1.801061573
#> 55 0.75288126 0.11861648 1.369396573 1.368146838 0.946535684
#> 56 1.36755956 2.99675645 1.830327168 1.421404570 2.261190231
#> 57 1.25943792 1.41656669 1.437517382 0.668202100 1.207811990
#> 58 1.67914134 0.78174128 -0.099301021 1.063140085 2.334442568
#> 59 -0.03602887 -0.18730951 0.813998921 1.418626476 1.591281157
#> 60 1.28216654 0.71603966 0.029674320 2.034166665 1.124915568
#> 61 -1.59439719 -0.50389737 1.245907365 0.828092968 0.906518961
#> 62 1.10477203 0.75872973 0.798563058 -0.004752819 0.156514941
#> 63 1.12655233 1.21220115 -0.013195696 0.774643268 1.950511988
#> 64 0.52744979 1.69710665 1.044744004 0.339023911 0.411338963
#> 65 2.73693519 1.19631439 2.685041443 1.003598004 0.455249464
#> 66 0.55168164 0.47144660 1.511548537 1.186776907 0.752790055
#> 67 2.36779935 0.79563023 2.593856507 0.531346685 1.496551673
#> 68 0.52162237 1.07677664 0.252214700 0.793422397 2.237140742
#> 69 -0.40301623 0.66491676 0.005649159 2.477017215 1.605739319
#> 70 1.87900293 0.90988915 2.156933794 -0.552528151 1.189513900
#> 71 0.93473080 1.55076738 0.664413573 1.410017356 2.035327471
#> 72 1.52138850 1.22491351 -0.565602486 1.960431608 0.547277352
#> 73 2.22573735 2.91831403 1.220180265 0.304851223 1.447504422
#> 74 0.55037413 1.83020237 -1.378085828 1.854167052 -0.150180595
#> 75 0.78331065 2.34575957 -0.632647055 1.824997921 1.199590909
#> 76 1.07654384 0.86648331 1.939768546 0.396005620 -0.363777290
#> 77 1.71799491 -0.42189775 -0.281643293 0.394703566 0.516082120
#> 78 1.55019412 0.42490792 -0.528129608 0.338273379 0.774374383
#> 79 0.78978942 0.76288149 1.612634158 1.386703832 2.702340464
#> 80 1.61509415 1.51913923 -1.413555305 1.396780313 2.420569505
#>
#> $Input_Data$Actual_Test
#> [1] 1.4910008 -0.0243844 -0.8877495 0.2528366 0.4170793 -0.2202126
#> [7] -0.2934712 0.9132938 1.5264668 -0.1065541 -0.9307609 -0.2935486
#> [13] 0.2989463 -0.2006987 0.9602958 0.9857132 1.6560981 -1.2264731
#> [19] 0.0323707 -0.7292656
#>
#> $Input_Data$Forecasts_Test
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6
#> [1,] 0.9067035 0.552751772 -0.36190802 0.78823934 1.03598505 2.0479723
#> [2,] 1.4321737 1.002199828 1.25281604 0.82254792 1.12113330 1.8891049
#> [3,] 1.9396914 1.075134408 0.68899227 2.16555755 1.40297475 0.1372392
#> [4,] 1.0579871 1.009484748 2.23382428 2.92029240 0.46795732 1.2474857
#> [5,] 3.4420687 1.367477334 0.13171647 1.81659012 2.81325081 1.4213108
#> [6,] 0.5853524 1.185768350 1.08669058 0.76907180 1.66757572 1.5210450
#> [7,] 1.3599809 2.703026173 0.16134539 2.36670659 0.50747794 1.1939036
#> [8,] 1.3070299 1.314095623 0.88437462 1.67191074 2.00103396 2.9981052
#> [9,] 1.1912423 0.733650368 2.05139992 1.81383976 1.32302521 0.4108088
#> [10,] 1.4839884 -0.329484899 1.85651249 0.95358925 2.04684570 1.2258602
#> [11,] 0.8258704 1.466486411 1.47597755 0.95325067 1.13972238 0.7489884
#> [12,] 0.5693317 2.718971831 0.72004856 0.83116356 1.18542850 1.2371119
#> [13,] 1.5930930 1.139519606 0.73606859 -0.77689202 0.79293364 2.1850428
#> [14,] 1.0740141 1.473198388 0.20889291 0.04516223 1.55350673 -0.3283357
#> [15,] 0.1005920 1.986739567 1.88445698 0.90738872 2.50096328 1.6054950
#> [16,] 0.9604354 0.460763876 -0.32104107 -0.23723407 -0.35947085 0.5831945
#> [17,] 0.9716030 1.209598397 0.13301624 2.56453754 0.07848032 1.0514391
#> [18,] 1.3861534 -0.174823484 1.47151687 2.23009446 0.75302384 0.5670158
#> [19,] 1.0925309 -0.002791106 1.46850483 0.04830185 2.63995145 1.9092154
#> [20,] -0.5616309 1.412853969 -0.01500399 2.59211854 2.53299487 1.0154171
#> Series 7 Series 8 Series 9 Series 10
#> [1,] 0.8680727 1.2600382 2.3692652 1.8298856
#> [2,] 2.5542083 2.1462934 0.1176110 0.3185143
#> [3,] 1.1079981 1.1297518 1.1977034 0.6101689
#> [4,] -0.2357343 -1.9944283 0.4741713 0.9555160
#> [5,] 2.2642178 1.4408311 1.3339278 1.8556559
#> [6,] 1.9125799 -0.6639752 0.5973406 1.4754130
#> [7,] 2.2699511 1.1832932 1.8075216 -0.7134747
#> [8,] 1.7100855 1.4356934 0.4358915 -0.2783300
#> [9,] 2.4672757 2.0800905 0.4007402 2.1638675
#> [10,] 0.6553191 -0.4523667 0.2050063 -0.5356341
#> [11,] 2.6239294 3.0018450 -0.5687920 1.0951832
#> [12,] 1.0479366 0.9835726 2.2854379 1.4178285
#> [13,] 2.7294677 2.0754049 2.3480373 -0.1826677
#> [14,] 1.3143424 2.5104890 0.2304081 2.7634719
#> [15,] 1.1452681 -0.8273689 1.8505775 2.4369807
#> [16,] 0.5710205 0.8049582 1.2227109 -0.4922276
#> [17,] 0.9920798 0.5463274 1.2071626 2.8203406
#> [18,] 0.3523306 2.0007175 1.3811721 1.8332414
#> [19,] 1.4913657 2.0466222 0.9107014 0.6207904
#> [20,] 0.5528343 0.2634347 1.1253215 2.7733312
#>
#>
#> $Predict
#> function (object, newpreds)
#> {
#> return(predict(object$lin_model, newpreds))
#> }
#> <bytecode: 0x7f995e903638>
#> <environment: namespace:ahead>
#>
#> $Intercept
#> [1] 0.02072248
#>
#> $Weights
#> [1] -0.024859972 0.074416582 -0.009405203 0.035018229 -0.042034768
#> [6] 0.002317352 0.032992653 0.013985175 0.015516626 -0.012560562
#>
#> $Forecasts_Test
#> [1] 0.0009965948 0.0562290667 0.0351905562 -0.0063419371 -0.0085755417
#> [6] -0.0011539439 0.3080605300 0.0553904201 0.0271366398 -0.1886380996
#> [11] 0.0987283766 0.1793547991 0.0867787311 -0.0023214840 0.0195519791
#> [16] 0.0095615471 0.1047230543 -0.0607444952 -0.1401456787 0.0329969424
#>
#> $Accuracy_Test
#> ME RMSE MAE MPE MAPE
#> Test set 0.1507102 0.8458593 0.6960007 131.1665 138.87
#>
#> $lin_model
#> $coef
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> [1,] -0.048674022 -0.048674022 -0.048674022
#> [2,] 0.277107785 0.277107785 0.277107785
#> [3,] -0.001129078 -0.001129078 -0.001129078
#> [4,] 0.149997219 0.149997219 0.149997219
#> [5,] -0.188972492 -0.188972492 -0.188972492
#> [6,] -0.018972830 -0.018972830 -0.018972830
#> [7,] 0.133915570 0.133915570 0.133915570
#> [8,] 0.040389507 0.040389507 0.040389507
#> [9,] 0.034579446 0.034579446 0.034579446
#> [10,] -0.085622199 -0.085622199 -0.085622199
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> [1,] -0.048674022 -0.048674022 -0.048674022
#> [2,] 0.277107785 0.277107785 0.277107785
#> [3,] -0.001129078 -0.001129078 -0.001129078
#> [4,] 0.149997219 0.149997219 0.149997219
#> [5,] -0.188972492 -0.188972492 -0.188972492
#> [6,] -0.018972830 -0.018972830 -0.018972830
#> [7,] 0.133915570 0.133915570 0.133915570
#> [8,] 0.040389507 0.040389507 0.040389507
#> [9,] 0.034579446 0.034579446 0.034579446
#> [10,] -0.085622199 -0.085622199 -0.085622199
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> [1,] -0.048674022 -0.048674022 -0.048674022
#> [2,] 0.277107785 0.277107785 0.277107785
#> [3,] -0.001129078 -0.001129078 -0.001129078
#> [4,] 0.149997219 0.149997219 0.149997219
#> [5,] -0.188972492 -0.188972492 -0.188972492
#> [6,] -0.018972830 -0.018972830 -0.018972830
#> [7,] 0.133915570 0.133915570 0.133915570
#> [8,] 0.040389507 0.040389507 0.040389507
#> [9,] 0.034579446 0.034579446 0.034579446
#> [10,] -0.085622199 -0.085622199 -0.085622199
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> [1,] -0.048674022 -0.048674022 -0.048674022
#> [2,] 0.277107785 0.277107785 0.277107785
#> [3,] -0.001129078 -0.001129078 -0.001129078
#> [4,] 0.149997219 0.149997219 0.149997219
#> [5,] -0.188972492 -0.188972492 -0.188972492
#> [6,] -0.018972830 -0.018972830 -0.018972830
#> [7,] 0.133915570 0.133915570 0.133915570
#> [8,] 0.040389507 0.040389507 0.040389507
#> [9,] 0.034579446 0.034579447 0.034579447
#> [10,] -0.085622199 -0.085622199 -0.085622199
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> [1,] -0.048674022 -0.048674022 -0.048674022
#> [2,] 0.277107785 0.277107785 0.277107785
#> [3,] -0.001129078 -0.001129078 -0.001129078
#> [4,] 0.149997219 0.149997219 0.149997219
#> [5,] -0.188972492 -0.188972492 -0.188972492
#> [6,] -0.018972830 -0.018972830 -0.018972830
#> [7,] 0.133915570 0.133915570 0.133915569
#> [8,] 0.040389507 0.040389507 0.040389507
#> [9,] 0.034579447 0.034579447 0.034579447
#> [10,] -0.085622199 -0.085622199 -0.085622199
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> [1,] -0.048674023 -0.048674023 -0.048674023
#> [2,] 0.277107785 0.277107785 0.277107784
#> [3,] -0.001129078 -0.001129078 -0.001129078
#> [4,] 0.149997218 0.149997218 0.149997218
#> [5,] -0.188972491 -0.188972491 -0.188972491
#> [6,] -0.018972830 -0.018972830 -0.018972830
#> [7,] 0.133915569 0.133915569 0.133915569
#> [8,] 0.040389507 0.040389507 0.040389507
#> [9,] 0.034579447 0.034579447 0.034579447
#> [10,] -0.085622199 -0.085622199 -0.085622198
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> [1,] -0.048674023 -0.048674023 -0.048674023
#> [2,] 0.277107784 0.277107783 0.277107781
#> [3,] -0.001129078 -0.001129078 -0.001129078
#> [4,] 0.149997218 0.149997217 0.149997216
#> [5,] -0.188972490 -0.188972489 -0.188972488
#> [6,] -0.018972830 -0.018972830 -0.018972829
#> [7,] 0.133915569 0.133915568 0.133915567
#> [8,] 0.040389507 0.040389507 0.040389507
#> [9,] 0.034579447 0.034579447 0.034579447
#> [10,] -0.085622198 -0.085622197 -0.085622196
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> [1,] -0.048674023 -0.048674024 -0.048674025
#> [2,] 0.277107779 0.277107775 0.277107769
#> [3,] -0.001129079 -0.001129079 -0.001129081
#> [4,] 0.149997215 0.149997213 0.149997209
#> [5,] -0.188972485 -0.188972482 -0.188972476
#> [6,] -0.018972828 -0.018972827 -0.018972825
#> [7,] 0.133915566 0.133915563 0.133915559
#> [8,] 0.040389507 0.040389507 0.040389508
#> [9,] 0.034579447 0.034579448 0.034579448
#> [10,] -0.085622194 -0.085622192 -0.085622187
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> [1,] -0.048674026 -0.048674029 -0.04867403
#> [2,] 0.277107759 0.277107743 0.27710772
#> [3,] -0.001129082 -0.001129085 -0.00112909
#> [4,] 0.149997203 0.149997194 0.14999718
#> [5,] -0.188972466 -0.188972451 -0.18897243
#> [6,] -0.018972822 -0.018972818 -0.01897281
#> [7,] 0.133915553 0.133915544 0.13391553
#> [8,] 0.040389508 0.040389509 0.04038951
#> [9,] 0.034579450 0.034579451 0.03457945
#> [10,] -0.085622180 -0.085622169 -0.08562215
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> [1,] -0.048674038 -0.048674048 -0.048674063
#> [2,] 0.277107677 0.277107613 0.277107510
#> [3,] -0.001129097 -0.001129109 -0.001129127
#> [4,] 0.149997157 0.149997120 0.149997062
#> [5,] -0.188972387 -0.188972325 -0.188972227
#> [6,] -0.018972798 -0.018972780 -0.018972750
#> [7,] 0.133915505 0.133915466 0.133915405
#> [8,] 0.040389513 0.040389517 0.040389523
#> [9,] 0.034579459 0.034579467 0.034579479
#> [10,] -0.085622123 -0.085622078 -0.085622005
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> [1,] -0.048674087 -0.048674124 -0.048674185
#> [2,] 0.277107347 0.277107088 0.277106674
#> [3,] -0.001129157 -0.001129204 -0.001129278
#> [4,] 0.149996969 0.149996821 0.149996586
#> [5,] -0.188972070 -0.188971819 -0.188971421
#> [6,] -0.018972702 -0.018972626 -0.018972505
#> [7,] 0.133915307 0.133915151 0.133914904
#> [8,] 0.040389532 0.040389548 0.040389572
#> [9,] 0.034579497 0.034579528 0.034579576
#> [10,] -0.085621891 -0.085621708 -0.085621417
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> [1,] -0.048674281 -0.048674434 -0.048674678
#> [2,] 0.277106016 0.277104968 0.277103300
#> [3,] -0.001129397 -0.001129586 -0.001129887
#> [4,] 0.149996211 0.149995615 0.149994665
#> [5,] -0.188970787 -0.188969777 -0.188968169
#> [6,] -0.018972312 -0.018972004 -0.018971515
#> [7,] 0.133914509 0.133913881 0.133912881
#> [8,] 0.040389611 0.040389672 0.040389770
#> [9,] 0.034579652 0.034579774 0.034579968
#> [10,] -0.085620954 -0.085620217 -0.085619042
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> [1,] -0.048675066 -0.04867568 -0.048676669
#> [2,] 0.277100643 0.27709641 0.277089679
#> [3,] -0.001130367 -0.00113113 -0.001132345
#> [4,] 0.149993152 0.14999074 0.149986908
#> [5,] -0.188965609 -0.18896153 -0.188955043
#> [6,] -0.018970736 -0.01896950 -0.018967522
#> [7,] 0.133911289 0.13390875 0.133904717
#> [8,] 0.040389926 0.04039017 0.040390569
#> [9,] 0.034580277 0.03458077 0.034581552
#> [10,] -0.085617173 -0.08561420 -0.085609457
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> [1,] -0.04867824 -0.04868073 -0.048684694
#> [2,] 0.27707896 0.27706188 0.277034706
#> [3,] -0.00113428 -0.00113736 -0.001142263
#> [4,] 0.14998080 0.14997108 0.149955603
#> [5,] -0.18894471 -0.18892826 -0.188902074
#> [6,] -0.01896438 -0.01895938 -0.018951412
#> [7,] 0.13389829 0.13388806 0.133871771
#> [8,] 0.04039120 0.04039220 0.040393785
#> [9,] 0.03458280 0.03458478 0.034587935
#> [10,] -0.08560191 -0.08558990 -0.085570782
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> [1,] -0.048691000 -0.048701021 -0.048716922
#> [2,] 0.276991442 0.276922587 0.276813031
#> [3,] -0.001150064 -0.001162474 -0.001182202
#> [4,] 0.149930964 0.149891746 0.149829336
#> [5,] -0.188860398 -0.188794083 -0.188688608
#> [6,] -0.018938741 -0.018918586 -0.018886549
#> [7,] 0.133845848 0.133804596 0.133738977
#> [8,] 0.040396307 0.040400306 0.040406629
#> [9,] 0.034592950 0.034600915 0.034613550
#> [10,] -0.085540359 -0.085491963 -0.085415021
#> 0.123284673944206 0.196304065004027 0.312571584968824 0.497702356433211
#> [1,] -0.048742105 -0.048781859 -0.048844293 -0.048941544
#> [2,] 0.276638792 0.276361870 0.275922238 0.275225506
#> [3,] -0.001213536 -0.001263231 -0.001341857 -0.001465797
#> [4,] 0.149730055 0.149572202 0.149321446 0.148923661
#> [5,] -0.188520958 -0.188254761 -0.187832784 -0.187165609
#> [6,] -0.018835675 -0.018755019 -0.018627471 -0.018426581
#> [7,] 0.133634661 0.133468982 0.133206240 0.132790552
#> [8,] 0.040416584 0.040432151 0.040456228 0.040492794
#> [9,] 0.034633546 0.034665075 0.034714499 0.034791253
#> [10,] -0.085292805 -0.085098955 -0.084792179 -0.084308440
#> 0.792482898353919 1.26185688306602 2.00923300256505 3.19926713779738
#> [1,] -0.049091040 -0.049315983 -0.049642798 -0.050090486
#> [2,] 0.274124350 0.272391513 0.269682924 0.265492855
#> [3,] -0.001660012 -0.001961528 -0.002422843 -0.003112796
#> [4,] 0.148294033 0.147300948 0.145743373 0.143322151
#> [5,] -0.186115080 -0.184471508 -0.181925529 -0.178040929
#> [6,] -0.018112181 -0.017625016 -0.016881781 -0.015774613
#> [7,] 0.132135334 0.131108560 0.129513977 0.127071395
#> [8,] 0.040546645 0.040621769 0.040716219 0.040809258
#> [9,] 0.034908661 0.035083882 0.035334924 0.035670264
#> [10,] -0.083549961 -0.082371199 -0.080564253 -0.077851791
#> 5.09413801481639 8.11130830789686 12.9154966501488 20.5651230834865
#> [1,] -0.050642974 -0.051194470 -0.051471430 -0.050978274
#> [2,] 0.259112262 0.249620233 0.235966398 0.217221565
#> [3,] -0.004109267 -0.005474018 -0.007199909 -0.009135844
#> [4,] 0.139611185 0.134047769 0.125984910 0.114869677
#> [5,] -0.172245982 -0.163877409 -0.152321072 -0.137267541
#> [6,] -0.014183619 -0.012015164 -0.009273385 -0.006143379
#> [7,] 0.123405733 0.118064846 0.110594977 0.100693689
#> [8,] 0.040834433 0.040634775 0.039914689 0.038245657
#> [9,] 0.036063685 0.036407493 0.036452485 0.035784119
#> [10,] -0.073905311 -0.068416340 -0.061240215 -0.052576985
#> 32.7454916287773 52.1400828799967 83.0217568131974 132.194114846603
#> [1,] -0.049069536 -0.045225359 -0.039420515 -0.032285042
#> [2,] 0.193035039 0.164174963 0.132778005 0.101895390
#> [3,] -0.010934468 -0.012107475 -0.012236664 -0.011231991
#> [4,] 0.100579198 0.083789519 0.066045076 0.049275805
#> [5,] -0.119013874 -0.098636043 -0.077845152 -0.058503506
#> [6,] -0.003016547 -0.000382187 0.001390146 0.002222479
#> [7,] 0.088415708 0.074337481 0.059546573 0.045378609
#> [8,] 0.035212918 0.030704072 0.025126456 0.019286205
#> [9,] 0.033924422 0.030592717 0.025966381 0.020679135
#> [10,] -0.043060651 -0.033613151 -0.025100475 -0.018041729
#> 210.490414451202 335.160265093883 533.66992312063 849.753435908644
#> [1,] -0.024859972 -0.018120207 -0.012631477 -0.008513963
#> [2,] 0.074416582 0.052087547 0.035257288 0.023283297
#> [3,] -0.009405203 -0.007272572 -0.005277573 -0.003653239
#> [4,] 0.035018229 0.023937224 0.015901998 0.010357488
#> [5,] -0.042034768 -0.029075418 -0.019520766 -0.012821447
#> [6,] 0.002317352 0.001996223 0.001535691 0.001099007
#> [7,] 0.032992653 0.023032776 0.015568309 0.010273266
#> [8,] 0.013985175 0.009691922 0.006497242 0.004256846
#> [9,] 0.015516626 0.011070152 0.007592203 0.005058159
#> [10,] -0.012560562 -0.008515770 -0.005650223 -0.003686392
#> 1353.04777457981 2154.43469003189 3430.46928631491 5462.27721768434
#> [1,] -0.0056027321 -0.0036270730 -0.0023227007 -0.0014769265
#> [2,] 0.0151125093 0.0096953854 0.0061725007 0.0039102132
#> [3,] -0.0024460734 -0.0016012484 -0.0010327016 -0.0006596173
#> [4,] 0.0066582288 0.0042439102 0.0026903479 0.0016996098
#> [5,] -0.0082927453 -0.0053081761 -0.0033745601 -0.0021358041
#> [6,] 0.0007504426 0.0004971062 0.0003229332 0.0002071926
#> [7,] 0.0066654082 0.0042752488 0.0027214811 0.0017239106
#> [8,] 0.0027468199 0.0017550088 0.0011142454 0.0007045920
#> [9,] 0.0033022391 0.0021265506 0.0013571381 0.0008610609
#> [10,] -0.0023753911 -0.0015172628 -0.0009633873 -0.0006093006
#> 8697.49002617783 13848.8637139387 22051.3073990304 35111.9173421513
#> [1,] -0.0009348700 -5.900465e-04 -3.717272e-04 -2.339156e-04
#> [2,] 0.0024692154 1.556108e-03 9.794111e-04 6.159418e-04
#> [3,] -0.0004187136 -2.647458e-04 -1.669769e-04 -1.051475e-04
#> [4,] 0.0010713739 6.744266e-04 4.241815e-04 2.666441e-04
#> [5,] -0.0013479403 -8.491696e-04 -5.343439e-04 -3.359955e-04
#> [6,] 0.0001318887 8.353601e-05 5.274393e-05 3.323612e-05
#> [7,] 0.0010885684 6.860029e-04 4.317623e-04 2.715285e-04
#> [8,] 0.0004444180 2.798660e-04 1.760642e-04 1.106920e-04
#> [9,] 0.0005442739 3.432154e-04 2.161033e-04 1.359386e-04
#> [10,] -0.0003843727 -2.420815e-04 -1.523061e-04 -9.576045e-05
#> 55908.1018251222 89021.5085445039 141747.41629268 225701.971963392
#> [1,] -1.470878e-04 -9.244735e-05 -5.808803e-05 -3.649218e-05
#> [2,] 3.871627e-04 2.432811e-04 1.528396e-04 9.600825e-05
#> [3,] -6.614692e-05 -4.158617e-05 -2.613470e-05 -1.642021e-05
#> [4,] 1.675573e-04 1.052692e-04 6.612721e-05 4.153578e-05
#> [5,] -2.111778e-04 -1.326901e-04 -8.335866e-05 -5.236169e-05
#> [6,] 2.091734e-05 1.315412e-05 8.268054e-06 5.195296e-06
#> [7,] 1.706738e-04 1.072458e-04 6.737624e-05 4.232323e-05
#> [8,] 6.956466e-05 4.370712e-05 2.745664e-05 1.724645e-05
#> [9,] 8.546013e-05 5.370573e-05 3.374229e-05 2.119648e-05
#> [10,] -6.018298e-05 -3.781351e-05 -2.375464e-05 -1.492123e-05
#> 359381.366380463 572236.765935022 911162.756115487 1450828.77849594
#> [1,] -2.292258e-05 -1.439779e-05 -9.042922e-06 -5.679490e-06
#> [2,] 6.030407e-05 3.787591e-05 2.378843e-05 1.494033e-05
#> [3,] -1.031507e-05 -6.479235e-06 -4.069570e-06 -2.555975e-06
#> [4,] 2.608803e-05 1.638497e-05 1.029061e-05 6.462944e-06
#> [5,] -3.288862e-05 -2.065657e-05 -1.297354e-05 -8.148006e-06
#> [6,] 3.263869e-06 2.050228e-06 1.287770e-06 8.088229e-07
#> [7,] 2.658377e-05 1.669678e-05 1.048661e-05 6.586117e-06
#> [8,] 1.083241e-05 6.803516e-06 4.272983e-06 2.683628e-06
#> [9,] 1.331412e-05 8.362484e-06 5.252212e-06 3.298671e-06
#> [10,] -9.372005e-06 -5.886301e-06 -3.696930e-06 -2.321843e-06
#> 2310129.70008316 3678379.77182862 5857020.81805667 9326033.46883218
#> [1,] -3.566993e-06 -2.240218e-06 -1.406939e-06 -8.836050e-07
#> [2,] 9.383156e-06 5.892973e-06 3.700989e-06 2.324341e-06
#> [3,] -1.605292e-06 -1.008196e-06 -6.331867e-07 -3.976637e-07
#> [4,] 4.058974e-06 2.549177e-06 1.600966e-06 1.005457e-06
#> [5,] -5.117281e-06 -3.213840e-06 -2.018400e-06 -1.267620e-06
#> [6,] 5.079903e-07 3.190430e-07 2.003723e-07 1.258412e-07
#> [7,] 4.136359e-06 2.597788e-06 1.631500e-06 1.024635e-06
#> [8,] 1.685424e-06 1.058506e-06 6.647770e-07 4.175010e-07
#> [9,] 2.071713e-06 1.301116e-06 8.171468e-07 5.131951e-07
#> [10,] -1.458210e-06 -9.158085e-07 -5.751583e-07 -3.612177e-07
#> 14849682.6225447 23644894.1264541 37649358.0679246 59948425.0318942
#> [1,] -5.549323e-07 -3.485147e-07 -2.188778e-07 -1.374618e-07
#> [2,] 1.459759e-06 9.167729e-07 5.757608e-07 3.615949e-07
#> [3,] -2.497460e-07 -1.568484e-07 -9.850560e-08 -6.186449e-08
#> [4,] 6.314576e-07 3.965743e-07 2.490604e-07 1.564173e-07
#> [5,] -7.961045e-07 -4.999777e-07 -3.140009e-07 -1.972019e-07
#> [6,] 7.903260e-08 4.963502e-08 3.117234e-08 1.957718e-08
#> [7,] 6.435026e-07 4.041392e-07 2.538115e-07 1.594012e-07
#> [8,] 2.622035e-07 1.646717e-07 1.034187e-07 6.495001e-08
#> [9,] 3.223027e-07 2.024160e-07 1.271233e-07 7.983724e-08
#> [10,] -2.268559e-07 -1.424723e-07 -8.947687e-08 -5.619412e-08
#> 95454845.6661833 151991108.295293 242012826.479438 385352859.371052
#> [1,] -8.633007e-08 -5.421782e-08 -3.405038e-08 -2.138464e-08
#> [2,] 2.270922e-07 1.426206e-07 8.956990e-08 5.625252e-08
#> [3,] -3.885274e-08 -2.440067e-08 -1.532434e-08 -9.624132e-09
#> [4,] 9.823466e-08 6.169424e-08 3.874579e-08 2.433349e-08
#> [5,] -1.238486e-07 -7.778054e-08 -4.884846e-08 -3.067826e-08
#> [6,] 1.229505e-08 7.721657e-09 4.849428e-09 3.045583e-09
#> [7,] 1.001086e-07 6.287116e-08 3.948493e-08 2.479769e-08
#> [8,] 4.079052e-08 2.561764e-08 1.608863e-08 1.010413e-08
#> [9,] 5.014014e-08 3.148948e-08 1.977632e-08 1.242011e-08
#> [10,] -3.529156e-08 -2.216413e-08 -1.391972e-08 -8.741994e-09
#> 613590727.341319 977009957.299225 1555676143.93047 2477076355.99171
#> [1,] -1.343018e-08 -8.434543e-09 -5.297139e-09 -3.326758e-09
#> [2,] 3.532822e-08 2.218715e-08 1.393418e-08 8.751071e-09
#> [3,] -6.044237e-09 -3.795957e-09 -2.383972e-09 -1.497204e-09
#> [4,] 1.528214e-08 9.597629e-09 6.027591e-09 3.785503e-09
#> [5,] -1.926684e-08 -1.210014e-08 -7.599240e-09 -4.772544e-09
#> [6,] 1.912715e-09 1.201241e-09 7.544145e-10 4.737943e-10
#> [7,] 1.557367e-08 9.780720e-09 6.142577e-09 3.857718e-09
#> [8,] 6.345687e-09 3.985276e-09 2.502870e-09 1.571875e-09
#> [9,] 7.800189e-09 4.898746e-09 3.076556e-09 1.932167e-09
#> [10,] -5.490227e-09 -3.448023e-09 -2.165459e-09 -1.359971e-09
#> 3944206059.43765 6280291441.83427 1e+10
#> [1,] -2.089301e-09 -1.312142e-09 -8.240633e-10
#> [2,] 5.495928e-09 3.451603e-09 2.167707e-09
#> [3,] -9.402877e-10 -5.905281e-10 -3.708688e-10
#> [4,] 2.377406e-09 1.493080e-09 9.376979e-10
#> [5,] -2.997297e-09 -1.882390e-09 -1.182196e-09
#> [6,] 2.975566e-10 1.868742e-10 1.173625e-10
#> [7,] 2.422759e-09 1.521563e-09 9.555862e-10
#> [8,] 9.871835e-10 6.199800e-10 3.893655e-10
#> [9,] 1.213457e-09 7.620863e-10 4.786124e-10
#> [10,] -8.541016e-10 -5.364007e-10 -3.368753e-10
#>
#> $ym
#> [1] 0.02072248
#>
#> $xm
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6 Series 7 Series 8
#> 0.8980052 0.9968969 0.9338554 1.0540270 1.0101637 0.8969088 1.1398093 0.9991758
#> Series 9 Series 10
#> 0.8293472 0.9971055
#>
#> $xsd
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6 Series 7 Series 8
#> 1.0828030 0.8855354 0.9399656 1.1031790 0.9701654 1.0318466 0.9588570 1.0072858
#> Series 9 Series 10
#> 0.8313772 0.9331685
#>
#> $lambda
#> [1] 1.000000e-10 1.592283e-10 2.535364e-10 4.037017e-10 6.428073e-10
#> [6] 1.023531e-09 1.629751e-09 2.595024e-09 4.132012e-09 6.579332e-09
#> [11] 1.047616e-08 1.668101e-08 2.656088e-08 4.229243e-08 6.734151e-08
#> [16] 1.072267e-07 1.707353e-07 2.718588e-07 4.328761e-07 6.892612e-07
#> [21] 1.097499e-06 1.747528e-06 2.782559e-06 4.430621e-06 7.054802e-06
#> [26] 1.123324e-05 1.788650e-05 2.848036e-05 4.534879e-05 7.220809e-05
#> [31] 1.149757e-04 1.830738e-04 2.915053e-04 4.641589e-04 7.390722e-04
#> [36] 1.176812e-03 1.873817e-03 2.983647e-03 4.750810e-03 7.564633e-03
#> [41] 1.204504e-02 1.917910e-02 3.053856e-02 4.862602e-02 7.742637e-02
#> [46] 1.232847e-01 1.963041e-01 3.125716e-01 4.977024e-01 7.924829e-01
#> [51] 1.261857e+00 2.009233e+00 3.199267e+00 5.094138e+00 8.111308e+00
#> [56] 1.291550e+01 2.056512e+01 3.274549e+01 5.214008e+01 8.302176e+01
#> [61] 1.321941e+02 2.104904e+02 3.351603e+02 5.336699e+02 8.497534e+02
#> [66] 1.353048e+03 2.154435e+03 3.430469e+03 5.462277e+03 8.697490e+03
#> [71] 1.384886e+04 2.205131e+04 3.511192e+04 5.590810e+04 8.902151e+04
#> [76] 1.417474e+05 2.257020e+05 3.593814e+05 5.722368e+05 9.111628e+05
#> [81] 1.450829e+06 2.310130e+06 3.678380e+06 5.857021e+06 9.326033e+06
#> [86] 1.484968e+07 2.364489e+07 3.764936e+07 5.994843e+07 9.545485e+07
#> [91] 1.519911e+08 2.420128e+08 3.853529e+08 6.135907e+08 9.770100e+08
#> [96] 1.555676e+09 2.477076e+09 3.944206e+09 6.280291e+09 1.000000e+10
#>
#> $best_lam
#> [1] 210.4904
#>
#> $fitted_values
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> [1,] 0.756593599 0.756593599 0.756593599
#> [2,] 0.218764561 0.218764561 0.218764561
#> [3,] -0.321068559 -0.321068559 -0.321068559
#> [4,] -0.633504294 -0.633504294 -0.633504294
#> [5,] -0.150803555 -0.150803555 -0.150803555
#> [6,] 0.075245022 0.075245022 0.075245022
#> [7,] 0.617282718 0.617282718 0.617282718
#> [8,] 0.209713601 0.209713601 0.209713601
#> [9,] -0.090075413 -0.090075413 -0.090075413
#> [10,] -0.017296614 -0.017296614 -0.017296614
#> [11,] 0.255388669 0.255388669 0.255388669
#> [12,] 0.120503124 0.120503124 0.120503124
#> [13,] -0.227378767 -0.227378767 -0.227378767
#> [14,] -1.085741377 -1.085741377 -1.085741377
#> [15,] -0.035173979 -0.035173979 -0.035173979
#> [16,] -0.057588303 -0.057588303 -0.057588303
#> [17,] 0.624643250 0.624643250 0.624643250
#> [18,] 0.154985615 0.154985615 0.154985615
#> [19,] 0.637116469 0.637116469 0.637116469
#> [20,] 0.057772857 0.057772857 0.057772857
#> [21,] 0.053591593 0.053591593 0.053591593
#> [22,] 0.174086894 0.174086894 0.174086894
#> [23,] -0.152652851 -0.152652851 -0.152652851
#> [24,] 0.756998890 0.756998890 0.756998890
#> [25,] -0.279235015 -0.279235015 -0.279235015
#> [26,] 0.137513200 0.137513200 0.137513200
#> [27,] -0.512375817 -0.512375817 -0.512375817
#> [28,] -0.513874410 -0.513874410 -0.513874410
#> [29,] -0.251884559 -0.251884559 -0.251884559
#> [30,] -0.262926151 -0.262926151 -0.262926151
#> [31,] 0.286558665 0.286558665 0.286558665
#> [32,] 0.010744741 0.010744741 0.010744741
#> [33,] 0.529407764 0.529407764 0.529407764
#> [34,] 0.125145139 0.125145139 0.125145139
#> [35,] 0.909063749 0.909063749 0.909063749
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274099 -0.054274099 -0.054274099
#> [38,] -0.009137512 -0.009137512 -0.009137512
#> [39,] 0.316325126 0.316325126 0.316325126
#> [40,] 0.035197352 0.035197352 0.035197352
#> [41,] 1.138241360 1.138241360 1.138241360
#> [42,] -0.009721439 -0.009721439 -0.009721439
#> [43,] -0.225871893 -0.225871893 -0.225871893
#> [44,] -0.036119952 -0.036119952 -0.036119952
#> [45,] -0.195800017 -0.195800017 -0.195800017
#> [46,] 0.157096602 0.157096602 0.157096602
#> [47,] -0.322398922 -0.322398922 -0.322398922
#> [48,] 0.223587547 0.223587547 0.223587547
#> [49,] -0.297328069 -0.297328069 -0.297328069
#> [50,] 0.637286954 0.637286954 0.637286954
#> [51,] -0.161734638 -0.161734638 -0.161734638
#> [52,] -0.053060785 -0.053060785 -0.053060785
#> [53,] 0.207330490 0.207330490 0.207330490
#> [54,] -0.456183509 -0.456183509 -0.456183509
#> [55,] 0.056982022 0.056982022 0.056982022
#> [56,] 0.296414804 0.296414804 0.296414804
#> [57,] 0.129970408 0.129970408 0.129970408
#> [58,] 0.318337589 0.318337589 0.318337589
#> [59,] 0.493946806 0.493946806 0.493946806
#> [60,] 0.101831391 0.101831391 0.101831391
#> [61,] -0.590320233 -0.590320233 -0.590320233
#> [62,] -0.252312717 -0.252312717 -0.252312717
#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715268 -0.070715268 -0.070715268
#> [65,] -0.098884717 -0.098884717 -0.098884717
#> [66,] -0.359769858 -0.359769858 -0.359769858
#> [67,] -0.407344124 -0.407344124 -0.407344124
#> [68,] 0.072990427 0.072990427 0.072990427
#> [69,] -0.527832776 -0.527832776 -0.527832776
#> [70,] -0.724239899 -0.724239899 -0.724239899
#> [71,] -0.167750885 -0.167750885 -0.167750885
#> [72,] -0.422269198 -0.422269198 -0.422269198
#> [73,] 0.423959030 0.423959030 0.423959030
#> [74,] 0.636130449 0.636130449 0.636130449
#> [75,] 0.223974150 0.223974150 0.223974150
#> [76,] 0.009155519 0.009155519 0.009155519
#> [77,] 0.074147913 0.074147913 0.074147913
#> [78,] -0.190395994 -0.190395994 -0.190395994
#> [79,] 0.171586870 0.171586870 0.171586870
#> [80,] -0.538221756 -0.538221756 -0.538221756
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> [1,] 0.756593599 0.756593599 0.756593599
#> [2,] 0.218764561 0.218764561 0.218764561
#> [3,] -0.321068559 -0.321068559 -0.321068559
#> [4,] -0.633504294 -0.633504294 -0.633504294
#> [5,] -0.150803555 -0.150803555 -0.150803555
#> [6,] 0.075245022 0.075245022 0.075245022
#> [7,] 0.617282718 0.617282718 0.617282718
#> [8,] 0.209713601 0.209713601 0.209713601
#> [9,] -0.090075413 -0.090075413 -0.090075413
#> [10,] -0.017296614 -0.017296614 -0.017296614
#> [11,] 0.255388669 0.255388669 0.255388669
#> [12,] 0.120503124 0.120503124 0.120503124
#> [13,] -0.227378767 -0.227378767 -0.227378767
#> [14,] -1.085741377 -1.085741377 -1.085741377
#> [15,] -0.035173979 -0.035173979 -0.035173979
#> [16,] -0.057588303 -0.057588303 -0.057588303
#> [17,] 0.624643250 0.624643250 0.624643250
#> [18,] 0.154985615 0.154985615 0.154985615
#> [19,] 0.637116469 0.637116469 0.637116469
#> [20,] 0.057772857 0.057772857 0.057772857
#> [21,] 0.053591593 0.053591593 0.053591593
#> [22,] 0.174086894 0.174086894 0.174086894
#> [23,] -0.152652851 -0.152652851 -0.152652851
#> [24,] 0.756998890 0.756998890 0.756998890
#> [25,] -0.279235015 -0.279235015 -0.279235015
#> [26,] 0.137513200 0.137513200 0.137513200
#> [27,] -0.512375817 -0.512375817 -0.512375817
#> [28,] -0.513874410 -0.513874410 -0.513874410
#> [29,] -0.251884559 -0.251884559 -0.251884559
#> [30,] -0.262926151 -0.262926151 -0.262926151
#> [31,] 0.286558665 0.286558665 0.286558665
#> [32,] 0.010744741 0.010744741 0.010744741
#> [33,] 0.529407764 0.529407764 0.529407764
#> [34,] 0.125145139 0.125145139 0.125145139
#> [35,] 0.909063749 0.909063749 0.909063749
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274099 -0.054274099 -0.054274099
#> [38,] -0.009137512 -0.009137512 -0.009137512
#> [39,] 0.316325126 0.316325126 0.316325126
#> [40,] 0.035197352 0.035197352 0.035197352
#> [41,] 1.138241360 1.138241360 1.138241360
#> [42,] -0.009721439 -0.009721439 -0.009721439
#> [43,] -0.225871893 -0.225871893 -0.225871893
#> [44,] -0.036119952 -0.036119952 -0.036119952
#> [45,] -0.195800017 -0.195800017 -0.195800017
#> [46,] 0.157096602 0.157096602 0.157096602
#> [47,] -0.322398922 -0.322398922 -0.322398922
#> [48,] 0.223587547 0.223587547 0.223587547
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#> [50,] 0.637286954 0.637286954 0.637286954
#> [51,] -0.161734638 -0.161734638 -0.161734638
#> [52,] -0.053060785 -0.053060785 -0.053060785
#> [53,] 0.207330490 0.207330490 0.207330490
#> [54,] -0.456183509 -0.456183509 -0.456183509
#> [55,] 0.056982022 0.056982022 0.056982022
#> [56,] 0.296414804 0.296414804 0.296414804
#> [57,] 0.129970408 0.129970408 0.129970408
#> [58,] 0.318337589 0.318337589 0.318337589
#> [59,] 0.493946806 0.493946806 0.493946806
#> [60,] 0.101831391 0.101831391 0.101831391
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#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715268 -0.070715268 -0.070715268
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#> [66,] -0.359769858 -0.359769858 -0.359769858
#> [67,] -0.407344124 -0.407344124 -0.407344124
#> [68,] 0.072990427 0.072990427 0.072990427
#> [69,] -0.527832776 -0.527832776 -0.527832776
#> [70,] -0.724239899 -0.724239899 -0.724239899
#> [71,] -0.167750885 -0.167750885 -0.167750885
#> [72,] -0.422269198 -0.422269198 -0.422269198
#> [73,] 0.423959030 0.423959030 0.423959030
#> [74,] 0.636130449 0.636130449 0.636130449
#> [75,] 0.223974150 0.223974150 0.223974150
#> [76,] 0.009155519 0.009155519 0.009155519
#> [77,] 0.074147913 0.074147913 0.074147913
#> [78,] -0.190395994 -0.190395994 -0.190395994
#> [79,] 0.171586870 0.171586870 0.171586870
#> [80,] -0.538221756 -0.538221756 -0.538221756
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> [1,] 0.756593599 0.756593599 0.756593599
#> [2,] 0.218764561 0.218764561 0.218764561
#> [3,] -0.321068559 -0.321068559 -0.321068559
#> [4,] -0.633504294 -0.633504294 -0.633504294
#> [5,] -0.150803555 -0.150803555 -0.150803555
#> [6,] 0.075245022 0.075245022 0.075245022
#> [7,] 0.617282718 0.617282718 0.617282718
#> [8,] 0.209713601 0.209713601 0.209713601
#> [9,] -0.090075413 -0.090075413 -0.090075413
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#> [11,] 0.255388669 0.255388669 0.255388669
#> [12,] 0.120503124 0.120503124 0.120503124
#> [13,] -0.227378767 -0.227378767 -0.227378767
#> [14,] -1.085741377 -1.085741377 -1.085741377
#> [15,] -0.035173979 -0.035173979 -0.035173979
#> [16,] -0.057588303 -0.057588303 -0.057588303
#> [17,] 0.624643250 0.624643250 0.624643250
#> [18,] 0.154985615 0.154985615 0.154985615
#> [19,] 0.637116469 0.637116469 0.637116469
#> [20,] 0.057772857 0.057772857 0.057772857
#> [21,] 0.053591593 0.053591593 0.053591593
#> [22,] 0.174086894 0.174086894 0.174086894
#> [23,] -0.152652851 -0.152652851 -0.152652851
#> [24,] 0.756998890 0.756998890 0.756998890
#> [25,] -0.279235015 -0.279235015 -0.279235015
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#> [27,] -0.512375817 -0.512375817 -0.512375817
#> [28,] -0.513874410 -0.513874410 -0.513874410
#> [29,] -0.251884559 -0.251884559 -0.251884559
#> [30,] -0.262926151 -0.262926151 -0.262926151
#> [31,] 0.286558665 0.286558665 0.286558665
#> [32,] 0.010744741 0.010744741 0.010744741
#> [33,] 0.529407764 0.529407764 0.529407764
#> [34,] 0.125145139 0.125145139 0.125145139
#> [35,] 0.909063749 0.909063749 0.909063749
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274099 -0.054274099 -0.054274099
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#> [39,] 0.316325126 0.316325126 0.316325126
#> [40,] 0.035197352 0.035197352 0.035197352
#> [41,] 1.138241360 1.138241360 1.138241360
#> [42,] -0.009721439 -0.009721439 -0.009721439
#> [43,] -0.225871893 -0.225871893 -0.225871893
#> [44,] -0.036119952 -0.036119952 -0.036119952
#> [45,] -0.195800017 -0.195800017 -0.195800017
#> [46,] 0.157096602 0.157096602 0.157096602
#> [47,] -0.322398922 -0.322398922 -0.322398922
#> [48,] 0.223587547 0.223587547 0.223587547
#> [49,] -0.297328069 -0.297328069 -0.297328069
#> [50,] 0.637286954 0.637286954 0.637286954
#> [51,] -0.161734638 -0.161734638 -0.161734638
#> [52,] -0.053060785 -0.053060785 -0.053060785
#> [53,] 0.207330490 0.207330490 0.207330490
#> [54,] -0.456183509 -0.456183509 -0.456183509
#> [55,] 0.056982022 0.056982022 0.056982022
#> [56,] 0.296414804 0.296414804 0.296414804
#> [57,] 0.129970408 0.129970408 0.129970408
#> [58,] 0.318337589 0.318337589 0.318337589
#> [59,] 0.493946806 0.493946806 0.493946806
#> [60,] 0.101831391 0.101831391 0.101831391
#> [61,] -0.590320233 -0.590320233 -0.590320233
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#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715268 -0.070715268 -0.070715268
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#> [66,] -0.359769858 -0.359769858 -0.359769858
#> [67,] -0.407344124 -0.407344124 -0.407344124
#> [68,] 0.072990427 0.072990427 0.072990427
#> [69,] -0.527832776 -0.527832776 -0.527832776
#> [70,] -0.724239899 -0.724239899 -0.724239899
#> [71,] -0.167750885 -0.167750885 -0.167750885
#> [72,] -0.422269198 -0.422269198 -0.422269198
#> [73,] 0.423959030 0.423959030 0.423959030
#> [74,] 0.636130449 0.636130449 0.636130449
#> [75,] 0.223974150 0.223974150 0.223974150
#> [76,] 0.009155519 0.009155519 0.009155519
#> [77,] 0.074147913 0.074147913 0.074147913
#> [78,] -0.190395994 -0.190395994 -0.190395994
#> [79,] 0.171586870 0.171586870 0.171586870
#> [80,] -0.538221756 -0.538221756 -0.538221756
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> [1,] 0.756593599 0.756593599 0.756593599
#> [2,] 0.218764561 0.218764561 0.218764561
#> [3,] -0.321068559 -0.321068559 -0.321068559
#> [4,] -0.633504294 -0.633504294 -0.633504294
#> [5,] -0.150803555 -0.150803555 -0.150803555
#> [6,] 0.075245022 0.075245022 0.075245022
#> [7,] 0.617282718 0.617282718 0.617282718
#> [8,] 0.209713601 0.209713601 0.209713601
#> [9,] -0.090075413 -0.090075413 -0.090075413
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#> [11,] 0.255388669 0.255388669 0.255388669
#> [12,] 0.120503124 0.120503124 0.120503124
#> [13,] -0.227378767 -0.227378767 -0.227378767
#> [14,] -1.085741377 -1.085741377 -1.085741377
#> [15,] -0.035173979 -0.035173979 -0.035173979
#> [16,] -0.057588303 -0.057588303 -0.057588303
#> [17,] 0.624643250 0.624643250 0.624643250
#> [18,] 0.154985615 0.154985615 0.154985615
#> [19,] 0.637116469 0.637116469 0.637116469
#> [20,] 0.057772857 0.057772857 0.057772857
#> [21,] 0.053591593 0.053591593 0.053591594
#> [22,] 0.174086894 0.174086894 0.174086894
#> [23,] -0.152652851 -0.152652851 -0.152652851
#> [24,] 0.756998890 0.756998890 0.756998889
#> [25,] -0.279235015 -0.279235015 -0.279235015
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#> [27,] -0.512375817 -0.512375817 -0.512375817
#> [28,] -0.513874410 -0.513874410 -0.513874410
#> [29,] -0.251884559 -0.251884559 -0.251884559
#> [30,] -0.262926150 -0.262926150 -0.262926150
#> [31,] 0.286558665 0.286558665 0.286558665
#> [32,] 0.010744741 0.010744741 0.010744741
#> [33,] 0.529407764 0.529407764 0.529407764
#> [34,] 0.125145139 0.125145139 0.125145139
#> [35,] 0.909063749 0.909063749 0.909063749
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274099 -0.054274099 -0.054274099
#> [38,] -0.009137512 -0.009137512 -0.009137512
#> [39,] 0.316325126 0.316325126 0.316325126
#> [40,] 0.035197352 0.035197352 0.035197352
#> [41,] 1.138241360 1.138241359 1.138241359
#> [42,] -0.009721439 -0.009721439 -0.009721439
#> [43,] -0.225871893 -0.225871893 -0.225871893
#> [44,] -0.036119952 -0.036119952 -0.036119952
#> [45,] -0.195800017 -0.195800017 -0.195800017
#> [46,] 0.157096602 0.157096602 0.157096602
#> [47,] -0.322398921 -0.322398921 -0.322398921
#> [48,] 0.223587547 0.223587547 0.223587547
#> [49,] -0.297328069 -0.297328069 -0.297328069
#> [50,] 0.637286954 0.637286954 0.637286954
#> [51,] -0.161734638 -0.161734638 -0.161734638
#> [52,] -0.053060785 -0.053060785 -0.053060785
#> [53,] 0.207330490 0.207330490 0.207330490
#> [54,] -0.456183509 -0.456183509 -0.456183509
#> [55,] 0.056982022 0.056982022 0.056982022
#> [56,] 0.296414804 0.296414804 0.296414804
#> [57,] 0.129970408 0.129970408 0.129970408
#> [58,] 0.318337589 0.318337589 0.318337589
#> [59,] 0.493946806 0.493946806 0.493946806
#> [60,] 0.101831391 0.101831391 0.101831391
#> [61,] -0.590320233 -0.590320233 -0.590320233
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#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715268 -0.070715268 -0.070715268
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#> [66,] -0.359769858 -0.359769858 -0.359769858
#> [67,] -0.407344124 -0.407344124 -0.407344124
#> [68,] 0.072990427 0.072990427 0.072990427
#> [69,] -0.527832776 -0.527832776 -0.527832776
#> [70,] -0.724239899 -0.724239899 -0.724239899
#> [71,] -0.167750885 -0.167750885 -0.167750885
#> [72,] -0.422269198 -0.422269198 -0.422269198
#> [73,] 0.423959030 0.423959030 0.423959030
#> [74,] 0.636130449 0.636130449 0.636130449
#> [75,] 0.223974150 0.223974150 0.223974150
#> [76,] 0.009155519 0.009155519 0.009155519
#> [77,] 0.074147913 0.074147913 0.074147913
#> [78,] -0.190395994 -0.190395994 -0.190395994
#> [79,] 0.171586870 0.171586870 0.171586870
#> [80,] -0.538221756 -0.538221756 -0.538221756
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> [1,] 0.756593599 0.756593599 0.756593599
#> [2,] 0.218764561 0.218764560 0.218764560
#> [3,] -0.321068559 -0.321068559 -0.321068559
#> [4,] -0.633504294 -0.633504294 -0.633504294
#> [5,] -0.150803555 -0.150803555 -0.150803555
#> [6,] 0.075245022 0.075245022 0.075245022
#> [7,] 0.617282718 0.617282718 0.617282717
#> [8,] 0.209713601 0.209713601 0.209713601
#> [9,] -0.090075413 -0.090075413 -0.090075413
#> [10,] -0.017296614 -0.017296614 -0.017296614
#> [11,] 0.255388669 0.255388668 0.255388668
#> [12,] 0.120503124 0.120503124 0.120503124
#> [13,] -0.227378767 -0.227378767 -0.227378767
#> [14,] -1.085741376 -1.085741376 -1.085741376
#> [15,] -0.035173979 -0.035173979 -0.035173978
#> [16,] -0.057588303 -0.057588303 -0.057588303
#> [17,] 0.624643250 0.624643250 0.624643250
#> [18,] 0.154985615 0.154985615 0.154985615
#> [19,] 0.637116469 0.637116469 0.637116469
#> [20,] 0.057772857 0.057772857 0.057772857
#> [21,] 0.053591594 0.053591594 0.053591594
#> [22,] 0.174086894 0.174086894 0.174086894
#> [23,] -0.152652851 -0.152652851 -0.152652851
#> [24,] 0.756998889 0.756998889 0.756998889
#> [25,] -0.279235015 -0.279235015 -0.279235015
#> [26,] 0.137513200 0.137513200 0.137513200
#> [27,] -0.512375817 -0.512375817 -0.512375817
#> [28,] -0.513874410 -0.513874409 -0.513874409
#> [29,] -0.251884559 -0.251884559 -0.251884559
#> [30,] -0.262926150 -0.262926150 -0.262926150
#> [31,] 0.286558665 0.286558665 0.286558665
#> [32,] 0.010744741 0.010744741 0.010744741
#> [33,] 0.529407764 0.529407764 0.529407764
#> [34,] 0.125145139 0.125145139 0.125145139
#> [35,] 0.909063749 0.909063748 0.909063748
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274099 -0.054274099 -0.054274099
#> [38,] -0.009137512 -0.009137512 -0.009137511
#> [39,] 0.316325126 0.316325125 0.316325125
#> [40,] 0.035197352 0.035197352 0.035197352
#> [41,] 1.138241359 1.138241359 1.138241359
#> [42,] -0.009721439 -0.009721439 -0.009721439
#> [43,] -0.225871893 -0.225871893 -0.225871893
#> [44,] -0.036119952 -0.036119952 -0.036119952
#> [45,] -0.195800017 -0.195800017 -0.195800017
#> [46,] 0.157096602 0.157096602 0.157096602
#> [47,] -0.322398921 -0.322398921 -0.322398921
#> [48,] 0.223587547 0.223587547 0.223587547
#> [49,] -0.297328069 -0.297328069 -0.297328069
#> [50,] 0.637286954 0.637286954 0.637286954
#> [51,] -0.161734638 -0.161734638 -0.161734638
#> [52,] -0.053060785 -0.053060785 -0.053060785
#> [53,] 0.207330490 0.207330490 0.207330490
#> [54,] -0.456183509 -0.456183508 -0.456183508
#> [55,] 0.056982022 0.056982022 0.056982022
#> [56,] 0.296414804 0.296414804 0.296414804
#> [57,] 0.129970408 0.129970408 0.129970408
#> [58,] 0.318337589 0.318337589 0.318337589
#> [59,] 0.493946806 0.493946806 0.493946806
#> [60,] 0.101831391 0.101831391 0.101831391
#> [61,] -0.590320232 -0.590320232 -0.590320232
#> [62,] -0.252312717 -0.252312716 -0.252312716
#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715268 -0.070715268 -0.070715268
#> [65,] -0.098884717 -0.098884717 -0.098884717
#> [66,] -0.359769858 -0.359769858 -0.359769858
#> [67,] -0.407344124 -0.407344124 -0.407344123
#> [68,] 0.072990427 0.072990427 0.072990427
#> [69,] -0.527832776 -0.527832776 -0.527832776
#> [70,] -0.724239899 -0.724239898 -0.724239898
#> [71,] -0.167750885 -0.167750885 -0.167750885
#> [72,] -0.422269198 -0.422269198 -0.422269197
#> [73,] 0.423959030 0.423959030 0.423959030
#> [74,] 0.636130449 0.636130449 0.636130448
#> [75,] 0.223974150 0.223974150 0.223974150
#> [76,] 0.009155519 0.009155519 0.009155519
#> [77,] 0.074147913 0.074147913 0.074147912
#> [78,] -0.190395994 -0.190395994 -0.190395994
#> [79,] 0.171586870 0.171586870 0.171586871
#> [80,] -0.538221756 -0.538221756 -0.538221756
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> [1,] 0.756593599 0.756593598 0.756593597
#> [2,] 0.218764560 0.218764560 0.218764560
#> [3,] -0.321068559 -0.321068558 -0.321068557
#> [4,] -0.633504293 -0.633504293 -0.633504292
#> [5,] -0.150803555 -0.150803555 -0.150803555
#> [6,] 0.075245022 0.075245022 0.075245022
#> [7,] 0.617282717 0.617282716 0.617282715
#> [8,] 0.209713601 0.209713601 0.209713601
#> [9,] -0.090075413 -0.090075413 -0.090075413
#> [10,] -0.017296614 -0.017296614 -0.017296615
#> [11,] 0.255388668 0.255388668 0.255388667
#> [12,] 0.120503124 0.120503124 0.120503124
#> [13,] -0.227378767 -0.227378766 -0.227378766
#> [14,] -1.085741375 -1.085741374 -1.085741373
#> [15,] -0.035173978 -0.035173978 -0.035173978
#> [16,] -0.057588303 -0.057588303 -0.057588303
#> [17,] 0.624643249 0.624643249 0.624643248
#> [18,] 0.154985615 0.154985615 0.154985614
#> [19,] 0.637116468 0.637116468 0.637116467
#> [20,] 0.057772857 0.057772857 0.057772857
#> [21,] 0.053591594 0.053591594 0.053591594
#> [22,] 0.174086894 0.174086893 0.174086893
#> [23,] -0.152652851 -0.152652851 -0.152652851
#> [24,] 0.756998889 0.756998888 0.756998887
#> [25,] -0.279235015 -0.279235014 -0.279235014
#> [26,] 0.137513200 0.137513200 0.137513200
#> [27,] -0.512375816 -0.512375816 -0.512375816
#> [28,] -0.513874409 -0.513874408 -0.513874408
#> [29,] -0.251884559 -0.251884559 -0.251884559
#> [30,] -0.262926150 -0.262926149 -0.262926149
#> [31,] 0.286558664 0.286558664 0.286558664
#> [32,] 0.010744741 0.010744741 0.010744741
#> [33,] 0.529407763 0.529407763 0.529407762
#> [34,] 0.125145138 0.125145138 0.125145138
#> [35,] 0.909063748 0.909063747 0.909063746
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274099 -0.054274099 -0.054274098
#> [38,] -0.009137511 -0.009137511 -0.009137511
#> [39,] 0.316325125 0.316325125 0.316325124
#> [40,] 0.035197352 0.035197352 0.035197352
#> [41,] 1.138241358 1.138241357 1.138241355
#> [42,] -0.009721439 -0.009721439 -0.009721439
#> [43,] -0.225871893 -0.225871893 -0.225871892
#> [44,] -0.036119952 -0.036119952 -0.036119952
#> [45,] -0.195800017 -0.195800016 -0.195800016
#> [46,] 0.157096602 0.157096602 0.157096601
#> [47,] -0.322398921 -0.322398921 -0.322398920
#> [48,] 0.223587547 0.223587547 0.223587547
#> [49,] -0.297328069 -0.297328069 -0.297328068
#> [50,] 0.637286953 0.637286953 0.637286952
#> [51,] -0.161734638 -0.161734637 -0.161734637
#> [52,] -0.053060785 -0.053060785 -0.053060785
#> [53,] 0.207330490 0.207330490 0.207330489
#> [54,] -0.456183508 -0.456183508 -0.456183507
#> [55,] 0.056982022 0.056982022 0.056982022
#> [56,] 0.296414804 0.296414804 0.296414804
#> [57,] 0.129970408 0.129970408 0.129970408
#> [58,] 0.318337589 0.318337589 0.318337589
#> [59,] 0.493946806 0.493946806 0.493946805
#> [60,] 0.101831391 0.101831391 0.101831391
#> [61,] -0.590320232 -0.590320231 -0.590320230
#> [62,] -0.252312716 -0.252312716 -0.252312715
#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715268 -0.070715268 -0.070715268
#> [65,] -0.098884717 -0.098884717 -0.098884716
#> [66,] -0.359769858 -0.359769857 -0.359769857
#> [67,] -0.407344123 -0.407344123 -0.407344122
#> [68,] 0.072990427 0.072990427 0.072990427
#> [69,] -0.527832775 -0.527832775 -0.527832774
#> [70,] -0.724239898 -0.724239897 -0.724239896
#> [71,] -0.167750885 -0.167750884 -0.167750884
#> [72,] -0.422269197 -0.422269197 -0.422269196
#> [73,] 0.423959030 0.423959030 0.423959029
#> [74,] 0.636130448 0.636130447 0.636130446
#> [75,] 0.223974150 0.223974150 0.223974150
#> [76,] 0.009155519 0.009155519 0.009155518
#> [77,] 0.074147912 0.074147912 0.074147912
#> [78,] -0.190395994 -0.190395993 -0.190395993
#> [79,] 0.171586871 0.171586871 0.171586872
#> [80,] -0.538221755 -0.538221755 -0.538221754
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> [1,] 0.756593596 0.756593594 0.756593590
#> [2,] 0.218764559 0.218764559 0.218764558
#> [3,] -0.321068556 -0.321068555 -0.321068552
#> [4,] -0.633504291 -0.633504290 -0.633504287
#> [5,] -0.150803555 -0.150803555 -0.150803554
#> [6,] 0.075245022 0.075245022 0.075245021
#> [7,] 0.617282714 0.617282711 0.617282708
#> [8,] 0.209713601 0.209713600 0.209713600
#> [9,] -0.090075413 -0.090075413 -0.090075413
#> [10,] -0.017296615 -0.017296616 -0.017296616
#> [11,] 0.255388666 0.255388664 0.255388661
#> [12,] 0.120503124 0.120503124 0.120503124
#> [13,] -0.227378765 -0.227378764 -0.227378763
#> [14,] -1.085741371 -1.085741367 -1.085741362
#> [15,] -0.035173978 -0.035173977 -0.035173976
#> [16,] -0.057588303 -0.057588304 -0.057588304
#> [17,] 0.624643246 0.624643244 0.624643240
#> [18,] 0.154985614 0.154985613 0.154985611
#> [19,] 0.637116465 0.637116462 0.637116458
#> [20,] 0.057772856 0.057772856 0.057772855
#> [21,] 0.053591594 0.053591595 0.053591596
#> [22,] 0.174086892 0.174086891 0.174086890
#> [23,] -0.152652851 -0.152652851 -0.152652850
#> [24,] 0.756998885 0.756998883 0.756998879
#> [25,] -0.279235014 -0.279235014 -0.279235013
#> [26,] 0.137513200 0.137513200 0.137513201
#> [27,] -0.512375815 -0.512375813 -0.512375811
#> [28,] -0.513874406 -0.513874404 -0.513874401
#> [29,] -0.251884558 -0.251884558 -0.251884557
#> [30,] -0.262926148 -0.262926146 -0.262926143
#> [31,] 0.286558663 0.286558662 0.286558660
#> [32,] 0.010744741 0.010744742 0.010744742
#> [33,] 0.529407761 0.529407759 0.529407756
#> [34,] 0.125145137 0.125145137 0.125145136
#> [35,] 0.909063744 0.909063741 0.909063736
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274098 -0.054274098 -0.054274098
#> [38,] -0.009137511 -0.009137511 -0.009137510
#> [39,] 0.316325123 0.316325121 0.316325118
#> [40,] 0.035197352 0.035197352 0.035197352
#> [41,] 1.138241353 1.138241349 1.138241343
#> [42,] -0.009721439 -0.009721438 -0.009721438
#> [43,] -0.225871892 -0.225871891 -0.225871889
#> [44,] -0.036119952 -0.036119953 -0.036119953
#> [45,] -0.195800015 -0.195800014 -0.195800013
#> [46,] 0.157096601 0.157096600 0.157096599
#> [47,] -0.322398920 -0.322398918 -0.322398917
#> [48,] 0.223587546 0.223587546 0.223587545
#> [49,] -0.297328067 -0.297328066 -0.297328064
#> [50,] 0.637286950 0.637286948 0.637286945
#> [51,] -0.161734636 -0.161734636 -0.161734634
#> [52,] -0.053060785 -0.053060785 -0.053060785
#> [53,] 0.207330489 0.207330489 0.207330488
#> [54,] -0.456183506 -0.456183505 -0.456183502
#> [55,] 0.056982021 0.056982021 0.056982020
#> [56,] 0.296414804 0.296414804 0.296414803
#> [57,] 0.129970408 0.129970407 0.129970407
#> [58,] 0.318337588 0.318337588 0.318337587
#> [59,] 0.493946805 0.493946803 0.493946802
#> [60,] 0.101831390 0.101831390 0.101831389
#> [61,] -0.590320228 -0.590320225 -0.590320220
#> [62,] -0.252312714 -0.252312713 -0.252312711
#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715268 -0.070715268 -0.070715269
#> [65,] -0.098884715 -0.098884714 -0.098884712
#> [66,] -0.359769856 -0.359769855 -0.359769853
#> [67,] -0.407344121 -0.407344119 -0.407344116
#> [68,] 0.072990426 0.072990425 0.072990424
#> [69,] -0.527832773 -0.527832770 -0.527832767
#> [70,] -0.724239895 -0.724239892 -0.724239888
#> [71,] -0.167750883 -0.167750882 -0.167750880
#> [72,] -0.422269194 -0.422269192 -0.422269188
#> [73,] 0.423959029 0.423959028 0.423959026
#> [74,] 0.636130444 0.636130441 0.636130437
#> [75,] 0.223974150 0.223974150 0.223974149
#> [76,] 0.009155518 0.009155517 0.009155517
#> [77,] 0.074147912 0.074147911 0.074147911
#> [78,] -0.190395993 -0.190395993 -0.190395992
#> [79,] 0.171586873 0.171586874 0.171586876
#> [80,] -0.538221753 -0.538221750 -0.538221747
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> [1,] 0.756593584 0.756593575 0.756593561
#> [2,] 0.218764556 0.218764553 0.218764548
#> [3,] -0.321068547 -0.321068540 -0.321068528
#> [4,] -0.633504282 -0.633504275 -0.633504264
#> [5,] -0.150803554 -0.150803553 -0.150803552
#> [6,] 0.075245021 0.075245021 0.075245021
#> [7,] 0.617282701 0.617282691 0.617282676
#> [8,] 0.209713599 0.209713597 0.209713595
#> [9,] -0.090075412 -0.090075412 -0.090075412
#> [10,] -0.017296618 -0.017296620 -0.017296624
#> [11,] 0.255388656 0.255388648 0.255388636
#> [12,] 0.120503123 0.120503123 0.120503121
#> [13,] -0.227378760 -0.227378756 -0.227378750
#> [14,] -1.085741353 -1.085741339 -1.085741316
#> [15,] -0.035173975 -0.035173972 -0.035173968
#> [16,] -0.057588304 -0.057588305 -0.057588306
#> [17,] 0.624643234 0.624643225 0.624643210
#> [18,] 0.154985608 0.154985604 0.154985597
#> [19,] 0.637116451 0.637116441 0.637116423
#> [20,] 0.057772854 0.057772853 0.057772850
#> [21,] 0.053591598 0.053591600 0.053591604
#> [22,] 0.174086887 0.174086883 0.174086876
#> [23,] -0.152652849 -0.152652848 -0.152652846
#> [24,] 0.756998872 0.756998861 0.756998845
#> [25,] -0.279235012 -0.279235011 -0.279235009
#> [26,] 0.137513201 0.137513201 0.137513201
#> [27,] -0.512375808 -0.512375803 -0.512375794
#> [28,] -0.513874396 -0.513874387 -0.513874374
#> [29,] -0.251884555 -0.251884552 -0.251884548
#> [30,] -0.262926138 -0.262926131 -0.262926120
#> [31,] 0.286558658 0.286558653 0.286558647
#> [32,] 0.010744743 0.010744744 0.010744747
#> [33,] 0.529407751 0.529407742 0.529407729
#> [34,] 0.125145134 0.125145131 0.125145126
#> [35,] 0.909063729 0.909063717 0.909063698
#> [36,] 0.005268644 0.005268644 0.005268644
#> [37,] -0.054274097 -0.054274096 -0.054274095
#> [38,] -0.009137510 -0.009137509 -0.009137507
#> [39,] 0.316325113 0.316325106 0.316325094
#> [40,] 0.035197351 0.035197351 0.035197350
#> [41,] 1.138241332 1.138241316 1.138241290
#> [42,] -0.009721437 -0.009721436 -0.009721434
#> [43,] -0.225871887 -0.225871883 -0.225871876
#> [44,] -0.036119954 -0.036119955 -0.036119956
#> [45,] -0.195800010 -0.195800007 -0.195800001
#> [46,] 0.157096598 0.157096595 0.157096592
#> [47,] -0.322398914 -0.322398909 -0.322398902
#> [48,] 0.223587544 0.223587541 0.223587538
#> [49,] -0.297328061 -0.297328055 -0.297328047
#> [50,] 0.637286939 0.637286929 0.637286915
#> [51,] -0.161734632 -0.161734629 -0.161734624
#> [52,] -0.053060785 -0.053060784 -0.053060783
#> [53,] 0.207330486 0.207330484 0.207330481
#> [54,] -0.456183499 -0.456183493 -0.456183483
#> [55,] 0.056982019 0.056982017 0.056982014
#> [56,] 0.296414803 0.296414802 0.296414800
#> [57,] 0.129970407 0.129970406 0.129970406
#> [58,] 0.318337586 0.318337584 0.318337581
#> [59,] 0.493946799 0.493946794 0.493946787
#> [60,] 0.101831387 0.101831385 0.101831381
#> [61,] -0.590320212 -0.590320200 -0.590320181
#> [62,] -0.252312707 -0.252312701 -0.252312692
#> [63,] -0.019815131 -0.019815131 -0.019815131
#> [64,] -0.070715269 -0.070715270 -0.070715271
#> [65,] -0.098884709 -0.098884705 -0.098884697
#> [66,] -0.359769850 -0.359769845 -0.359769838
#> [67,] -0.407344112 -0.407344104 -0.407344092
#> [68,] 0.072990422 0.072990419 0.072990413
#> [69,] -0.527832761 -0.527832753 -0.527832738
#> [70,] -0.724239882 -0.724239872 -0.724239856
#> [71,] -0.167750877 -0.167750872 -0.167750864
#> [72,] -0.422269183 -0.422269173 -0.422269159
#> [73,] 0.423959023 0.423959019 0.423959013
#> [74,] 0.636130429 0.636130418 0.636130399
#> [75,] 0.223974149 0.223974149 0.223974148
#> [76,] 0.009155515 0.009155513 0.009155510
#> [77,] 0.074147909 0.074147907 0.074147904
#> [78,] -0.190395991 -0.190395989 -0.190395986
#> [79,] 0.171586879 0.171586885 0.171586894
#> [80,] -0.538221742 -0.538221733 -0.538221719
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> [1,] 0.756593538 0.756593502 0.756593445
#> [2,] 0.218764541 0.218764529 0.218764510
#> [3,] -0.321068510 -0.321068481 -0.321068435
#> [4,] -0.633504246 -0.633504217 -0.633504172
#> [5,] -0.150803550 -0.150803546 -0.150803541
#> [6,] 0.075245020 0.075245019 0.075245018
#> [7,] 0.617282651 0.617282611 0.617282547
#> [8,] 0.209713591 0.209713585 0.209713575
#> [9,] -0.090075411 -0.090075410 -0.090075409
#> [10,] -0.017296630 -0.017296639 -0.017296655
#> [11,] 0.255388617 0.255388587 0.255388538
#> [12,] 0.120503120 0.120503117 0.120503113
#> [13,] -0.227378739 -0.227378723 -0.227378697
#> [14,] -1.085741280 -1.085741223 -1.085741131
#> [15,] -0.035173962 -0.035173952 -0.035173937
#> [16,] -0.057588307 -0.057588310 -0.057588313
#> [17,] 0.624643186 0.624643148 0.624643088
#> [18,] 0.154985586 0.154985569 0.154985541
#> [19,] 0.637116396 0.637116353 0.637116284
#> [20,] 0.057772846 0.057772839 0.057772828
#> [21,] 0.053591610 0.053591620 0.053591636
#> [22,] 0.174086865 0.174086848 0.174086820
#> [23,] -0.152652843 -0.152652837 -0.152652829
#> [24,] 0.756998818 0.756998776 0.756998708
#> [25,] -0.279235005 -0.279235000 -0.279234991
#> [26,] 0.137513201 0.137513202 0.137513203
#> [27,] -0.512375780 -0.512375758 -0.512375724
#> [28,] -0.513874353 -0.513874320 -0.513874266
#> [29,] -0.251884540 -0.251884529 -0.251884511
#> [30,] -0.262926102 -0.262926073 -0.262926026
#> [31,] 0.286558636 0.286558619 0.286558592
#> [32,] 0.010744750 0.010744756 0.010744765
#> [33,] 0.529407709 0.529407676 0.529407623
#> [34,] 0.125145119 0.125145107 0.125145089
#> [35,] 0.909063668 0.909063621 0.909063545
#> [36,] 0.005268643 0.005268643 0.005268642
#> [37,] -0.054274092 -0.054274089 -0.054274083
#> [38,] -0.009137504 -0.009137500 -0.009137492
#> [39,] 0.316325076 0.316325046 0.316324999
#> [40,] 0.035197349 0.035197348 0.035197345
#> [41,] 1.138241249 1.138241184 1.138241080
#> [42,] -0.009721431 -0.009721427 -0.009721419
#> [43,] -0.225871866 -0.225871850 -0.225871824
#> [44,] -0.036119959 -0.036119964 -0.036119971
#> [45,] -0.195799991 -0.195799975 -0.195799951
#> [46,] 0.157096585 0.157096575 0.157096560
#> [47,] -0.322398890 -0.322398872 -0.322398842
#> [48,] 0.223587533 0.223587524 0.223587511
#> [49,] -0.297328034 -0.297328013 -0.297327979
#> [50,] 0.637286891 0.637286854 0.637286794
#> [51,] -0.161734615 -0.161734602 -0.161734580
#> [52,] -0.053060782 -0.053060780 -0.053060777
#> [53,] 0.207330475 0.207330466 0.207330452
#> [54,] -0.456183468 -0.456183444 -0.456183406
#> [55,] 0.056982009 0.056982001 0.056981988
#> [56,] 0.296414798 0.296414795 0.296414789
#> [57,] 0.129970404 0.129970402 0.129970399
#> [58,] 0.318337576 0.318337569 0.318337556
#> [59,] 0.493946775 0.493946756 0.493946726
#> [60,] 0.101831375 0.101831365 0.101831349
#> [61,] -0.590320150 -0.590320101 -0.590320022
#> [62,] -0.252312678 -0.252312654 -0.252312617
#> [63,] -0.019815132 -0.019815132 -0.019815133
#> [64,] -0.070715273 -0.070715276 -0.070715281
#> [65,] -0.098884685 -0.098884666 -0.098884636
#> [66,] -0.359769826 -0.359769807 -0.359769777
#> [67,] -0.407344074 -0.407344044 -0.407343997
#> [68,] 0.072990405 0.072990392 0.072990371
#> [69,] -0.527832716 -0.527832680 -0.527832623
#> [70,] -0.724239830 -0.724239789 -0.724239725
#> [71,] -0.167750852 -0.167750832 -0.167750801
#> [72,] -0.422269136 -0.422269099 -0.422269040
#> [73,] 0.423959002 0.423958986 0.423958959
#> [74,] 0.636130370 0.636130322 0.636130247
#> [75,] 0.223974147 0.223974145 0.223974143
#> [76,] 0.009155504 0.009155495 0.009155481
#> [77,] 0.074147900 0.074147892 0.074147880
#> [78,] -0.190395981 -0.190395973 -0.190395960
#> [79,] 0.171586908 0.171586930 0.171586965
#> [80,] -0.538221698 -0.538221663 -0.538221608
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> [1,] 0.756593353 0.756593207 0.756592975
#> [2,] 0.218764480 0.218764433 0.218764357
#> [3,] -0.321068361 -0.321068244 -0.321068056
#> [4,] -0.633504100 -0.633503984 -0.633503801
#> [5,] -0.150803533 -0.150803520 -0.150803498
#> [6,] 0.075245016 0.075245012 0.075245006
#> [7,] 0.617282446 0.617282285 0.617282028
#> [8,] 0.209713560 0.209713535 0.209713495
#> [9,] -0.090075406 -0.090075402 -0.090075396
#> [10,] -0.017296679 -0.017296717 -0.017296778
#> [11,] 0.255388461 0.255388338 0.255388143
#> [12,] 0.120503106 0.120503095 0.120503078
#> [13,] -0.227378655 -0.227378589 -0.227378484
#> [14,] -1.085740986 -1.085740755 -1.085740386
#> [15,] -0.035173912 -0.035173873 -0.035173810
#> [16,] -0.057588319 -0.057588329 -0.057588345
#> [17,] 0.624642991 0.624642838 0.624642594
#> [18,] 0.154985497 0.154985427 0.154985315
#> [19,] 0.637116173 0.637115998 0.637115719
#> [20,] 0.057772811 0.057772784 0.057772740
#> [21,] 0.053591661 0.053591700 0.053591764
#> [22,] 0.174086777 0.174086707 0.174086596
#> [23,] -0.152652816 -0.152652795 -0.152652762
#> [24,] 0.756998601 0.756998430 0.756998158
#> [25,] -0.279234977 -0.279234955 -0.279234920
#> [26,] 0.137513205 0.137513207 0.137513211
#> [27,] -0.512375668 -0.512375580 -0.512375440
#> [28,] -0.513874181 -0.513874046 -0.513873830
#> [29,] -0.251884483 -0.251884437 -0.251884365
#> [30,] -0.262925953 -0.262925836 -0.262925649
#> [31,] 0.286558548 0.286558479 0.286558370
#> [32,] 0.010744779 0.010744802 0.010744839
#> [33,] 0.529407540 0.529407407 0.529407195
#> [34,] 0.125145059 0.125145013 0.125144938
#> [35,] 0.909063424 0.909063231 0.909062925
#> [36,] 0.005268640 0.005268638 0.005268635
#> [37,] -0.054274073 -0.054274058 -0.054274034
#> [38,] -0.009137481 -0.009137463 -0.009137434
#> [39,] 0.316324924 0.316324805 0.316324614
#> [40,] 0.035197342 0.035197335 0.035197326
#> [41,] 1.138240915 1.138240651 1.138240232
#> [42,] -0.009721408 -0.009721389 -0.009721359
#> [43,] -0.225871782 -0.225871716 -0.225871612
#> [44,] -0.036119982 -0.036119999 -0.036120028
#> [45,] -0.195799912 -0.195799849 -0.195799750
#> [46,] 0.157096535 0.157096495 0.157096431
#> [47,] -0.322398795 -0.322398720 -0.322398601
#> [48,] 0.223587489 0.223587455 0.223587401
#> [49,] -0.297327926 -0.297327841 -0.297327705
#> [50,] 0.637286699 0.637286548 0.637286308
#> [51,] -0.161734546 -0.161734492 -0.161734405
#> [52,] -0.053060772 -0.053060765 -0.053060752
#> [53,] 0.207330430 0.207330394 0.207330337
#> [54,] -0.456183345 -0.456183249 -0.456183095
#> [55,] 0.056981968 0.056981935 0.056981884
#> [56,] 0.296414781 0.296414767 0.296414744
#> [57,] 0.129970394 0.129970385 0.129970372
#> [58,] 0.318337537 0.318337506 0.318337457
#> [59,] 0.493946678 0.493946602 0.493946481
#> [60,] 0.101831323 0.101831283 0.101831219
#> [61,] -0.590319898 -0.590319699 -0.590319383
#> [62,] -0.252312558 -0.252312465 -0.252312316
#> [63,] -0.019815135 -0.019815138 -0.019815142
#> [64,] -0.070715288 -0.070715300 -0.070715319
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#> [66,] -0.359769729 -0.359769652 -0.359769530
#> [67,] -0.407343922 -0.407343802 -0.407343611
#> [68,] 0.072990338 0.072990284 0.072990199
#> [69,] -0.527832532 -0.527832388 -0.527832157
#> [70,] -0.724239621 -0.724239457 -0.724239195
#> [71,] -0.167750752 -0.167750673 -0.167750547
#> [72,] -0.422268946 -0.422268797 -0.422268559
#> [73,] 0.423958917 0.423958851 0.423958744
#> [74,] 0.636130128 0.636129937 0.636129634
#> [75,] 0.223974139 0.223974132 0.223974122
#> [76,] 0.009155459 0.009155424 0.009155367
#> [77,] 0.074147860 0.074147830 0.074147780
#> [78,] -0.190395941 -0.190395909 -0.190395859
#> [79,] 0.171587021 0.171587110 0.171587252
#> [80,] -0.538221520 -0.538221381 -0.538221158
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> [1,] 0.756592606 0.756592017 0.756591080
#> [2,] 0.218764236 0.218764044 0.218763739
#> [3,] -0.321067759 -0.321067284 -0.321066529
#> [4,] -0.633503509 -0.633503044 -0.633502303
#> [5,] -0.150803465 -0.150803412 -0.150803327
#> [6,] 0.075244997 0.075244983 0.075244959
#> [7,] 0.617281620 0.617280969 0.617279934
#> [8,] 0.209713432 0.209713332 0.209713172
#> [9,] -0.090075386 -0.090075369 -0.090075344
#> [10,] -0.017296875 -0.017297030 -0.017297276
#> [11,] 0.255387831 0.255387335 0.255386545
#> [12,] 0.120503050 0.120503007 0.120502937
#> [13,] -0.227378316 -0.227378049 -0.227377623
#> [14,] -1.085739799 -1.085738865 -1.085737377
#> [15,] -0.035173710 -0.035173551 -0.035173298
#> [16,] -0.057588369 -0.057588408 -0.057588470
#> [17,] 0.624642205 0.624641586 0.624640600
#> [18,] 0.154985137 0.154984853 0.154984402
#> [19,] 0.637115274 0.637114567 0.637113440
#> [20,] 0.057772671 0.057772561 0.057772385
#> [21,] 0.053591864 0.053592025 0.053592280
#> [22,] 0.174086419 0.174086138 0.174085690
#> [23,] -0.152652708 -0.152652624 -0.152652489
#> [24,] 0.756997725 0.756997035 0.756995937
#> [25,] -0.279234864 -0.279234775 -0.279234634
#> [26,] 0.137513217 0.137513227 0.137513243
#> [27,] -0.512375217 -0.512374862 -0.512374296
#> [28,] -0.513873487 -0.513872941 -0.513872071
#> [29,] -0.251884250 -0.251884067 -0.251883775
#> [30,] -0.262925352 -0.262924879 -0.262924127
#> [31,] 0.286558195 0.286557916 0.286557473
#> [32,] 0.010744897 0.010744989 0.010745137
#> [33,] 0.529406858 0.529406322 0.529405468
#> [34,] 0.125144819 0.125144629 0.125144328
#> [35,] 0.909062437 0.909061660 0.909060422
#> [36,] 0.005268629 0.005268621 0.005268607
#> [37,] -0.054273996 -0.054273936 -0.054273839
#> [38,] -0.009137389 -0.009137316 -0.009137200
#> [39,] 0.316324311 0.316323829 0.316323061
#> [40,] 0.035197310 0.035197285 0.035197245
#> [41,] 1.138239563 1.138238500 1.138236806
#> [42,] -0.009721312 -0.009721237 -0.009721116
#> [43,] -0.225871445 -0.225871179 -0.225870756
#> [44,] -0.036120073 -0.036120144 -0.036120258
#> [45,] -0.195799591 -0.195799339 -0.195798938
#> [46,] 0.157096330 0.157096169 0.157095913
#> [47,] -0.322398412 -0.322398110 -0.322397629
#> [48,] 0.223587314 0.223587176 0.223586957
#> [49,] -0.297327489 -0.297327146 -0.297326598
#> [50,] 0.637285925 0.637285316 0.637284345
#> [51,] -0.161734267 -0.161734048 -0.161733698
#> [52,] -0.053060733 -0.053060702 -0.053060652
#> [53,] 0.207330247 0.207330102 0.207329873
#> [54,] -0.456182850 -0.456182459 -0.456181838
#> [55,] 0.056981802 0.056981672 0.056981465
#> [56,] 0.296414709 0.296414652 0.296414563
#> [57,] 0.129970351 0.129970317 0.129970263
#> [58,] 0.318337379 0.318337254 0.318337056
#> [59,] 0.493946288 0.493945981 0.493945491
#> [60,] 0.101831117 0.101830954 0.101830696
#> [61,] -0.590318879 -0.590318078 -0.590316801
#> [62,] -0.252312078 -0.252311700 -0.252311097
#> [63,] -0.019815148 -0.019815159 -0.019815175
#> [64,] -0.070715350 -0.070715398 -0.070715476
#> [65,] -0.098884196 -0.098883888 -0.098883396
#> [66,] -0.359769336 -0.359769027 -0.359768534
#> [67,] -0.407343307 -0.407342823 -0.407342052
#> [68,] 0.072990064 0.072989850 0.072989507
#> [69,] -0.527831790 -0.527831207 -0.527830277
#> [70,] -0.724238779 -0.724238115 -0.724237059
#> [71,] -0.167750346 -0.167750027 -0.167749519
#> [72,] -0.422268181 -0.422267579 -0.422266619
#> [73,] 0.423958575 0.423958305 0.423957875
#> [74,] 0.636129151 0.636128382 0.636127158
#> [75,] 0.223974105 0.223974079 0.223974036
#> [76,] 0.009155278 0.009155135 0.009154907
#> [77,] 0.074147702 0.074147577 0.074147379
#> [78,] -0.190395779 -0.190395652 -0.190395450
#> [79,] 0.171587478 0.171587838 0.171588412
#> [80,] -0.538220804 -0.538220241 -0.538219343
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> [1,] 0.756589587 0.756587211 0.756583428
#> [2,] 0.218763252 0.218762477 0.218761242
#> [3,] -0.321065327 -0.321063413 -0.321060365
#> [4,] -0.633501123 -0.633499245 -0.633496255
#> [5,] -0.150803191 -0.150802976 -0.150802633
#> [6,] 0.075244923 0.075244864 0.075244770
#> [7,] 0.617278285 0.617275659 0.617271478
#> [8,] 0.209712918 0.209712513 0.209711869
#> [9,] -0.090075303 -0.090075238 -0.090075134
#> [10,] -0.017297668 -0.017298293 -0.017299287
#> [11,] 0.255385287 0.255383284 0.255380095
#> [12,] 0.120502826 0.120502649 0.120502367
#> [13,] -0.227376946 -0.227375867 -0.227374150
#> [14,] -1.085735008 -1.085731237 -1.085725231
#> [15,] -0.035172895 -0.035172254 -0.035171232
#> [16,] -0.057588569 -0.057588727 -0.057588978
#> [17,] 0.624639030 0.624636531 0.624632551
#> [18,] 0.154983683 0.154982538 0.154980715
#> [19,] 0.637111645 0.637108788 0.637104239
#> [20,] 0.057772106 0.057771661 0.057770953
#> [21,] 0.053592687 0.053593335 0.053594366
#> [22,] 0.174084977 0.174083842 0.174082035
#> [23,] -0.152652274 -0.152651932 -0.152651387
#> [24,] 0.756994188 0.756991403 0.756986969
#> [25,] -0.279234408 -0.279234048 -0.279233476
#> [26,] 0.137513268 0.137513308 0.137513372
#> [27,] -0.512373396 -0.512371962 -0.512369678
#> [28,] -0.513870685 -0.513868480 -0.513864967
#> [29,] -0.251883311 -0.251882571 -0.251881394
#> [30,] -0.262922928 -0.262921019 -0.262917980
#> [31,] 0.286556767 0.286555643 0.286553853
#> [32,] 0.010745371 0.010745745 0.010746339
#> [33,] 0.529404107 0.529401941 0.529398493
#> [34,] 0.125143847 0.125143083 0.125141865
#> [35,] 0.909058452 0.909055315 0.909050320
#> [36,] 0.005268585 0.005268550 0.005268494
#> [37,] -0.054273685 -0.054273441 -0.054273051
#> [38,] -0.009137015 -0.009136721 -0.009136253
#> [39,] 0.316321838 0.316319891 0.316316791
#> [40,] 0.035197182 0.035197082 0.035196922
#> [41,] 1.138234108 1.138229814 1.138222975
#> [42,] -0.009720925 -0.009720621 -0.009720137
#> [43,] -0.225870082 -0.225869009 -0.225867300
#> [44,] -0.036120440 -0.036120729 -0.036121189
#> [45,] -0.195798299 -0.195797282 -0.195795662
#> [46,] 0.157095505 0.157094855 0.157093820
#> [47,] -0.322396863 -0.322395644 -0.322393703
#> [48,] 0.223586607 0.223586050 0.223585163
#> [49,] -0.297325727 -0.297324340 -0.297322130
#> [50,] 0.637282800 0.637280339 0.637276421
#> [51,] -0.161733142 -0.161732255 -0.161730844
#> [52,] -0.053060573 -0.053060447 -0.053060247
#> [53,] 0.207329507 0.207328925 0.207327997
#> [54,] -0.456180848 -0.456179273 -0.456176764
#> [55,] 0.056981135 0.056980609 0.056979773
#> [56,] 0.296414419 0.296414192 0.296413829
#> [57,] 0.129970177 0.129970040 0.129969823
#> [58,] 0.318336739 0.318336236 0.318335435
#> [59,] 0.493944713 0.493943472 0.493941498
#> [60,] 0.101830283 0.101829627 0.101828582
#> [61,] -0.590314769 -0.590311532 -0.590306379
#> [62,] -0.252310138 -0.252308611 -0.252306179
#> [63,] -0.019815201 -0.019815243 -0.019815309
#> [64,] -0.070715599 -0.070715794 -0.070716106
#> [65,] -0.098882614 -0.098881368 -0.098879385
#> [66,] -0.359767750 -0.359766502 -0.359764514
#> [67,] -0.407340825 -0.407338871 -0.407335760
#> [68,] 0.072988962 0.072988094 0.072986712
#> [69,] -0.527828796 -0.527826439 -0.527822686
#> [70,] -0.724235377 -0.724232699 -0.724228435
#> [71,] -0.167748710 -0.167747422 -0.167745372
#> [72,] -0.422265092 -0.422262660 -0.422258788
#> [73,] 0.423957191 0.423956102 0.423954367
#> [74,] 0.636125209 0.636122106 0.636117164
#> [75,] 0.223973969 0.223973862 0.223973692
#> [76,] 0.009154545 0.009153969 0.009153050
#> [77,] 0.074147063 0.074146559 0.074145758
#> [78,] -0.190395128 -0.190394615 -0.190393799
#> [79,] 0.171589324 0.171590778 0.171593092
#> [80,] -0.538217914 -0.538215639 -0.538212016
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> [1,] 0.756577403 0.756567811 0.756552538
#> [2,] 0.218759277 0.218756148 0.218751165
#> [3,] -0.321055511 -0.321047784 -0.321035480
#> [4,] -0.633491494 -0.633483913 -0.633471841
#> [5,] -0.150802086 -0.150801216 -0.150799830
#> [6,] 0.075244621 0.075244384 0.075244007
#> [7,] 0.617264821 0.617254221 0.617237344
#> [8,] 0.209710843 0.209709209 0.209706607
#> [9,] -0.090074969 -0.090074705 -0.090074286
#> [10,] -0.017300871 -0.017303391 -0.017307405
#> [11,] 0.255375017 0.255366932 0.255354059
#> [12,] 0.120501919 0.120501205 0.120500067
#> [13,] -0.227371415 -0.227367061 -0.227360129
#> [14,] -1.085715668 -1.085700442 -1.085676198
#> [15,] -0.035169606 -0.035167016 -0.035162893
#> [16,] -0.057589378 -0.057590014 -0.057591028
#> [17,] 0.624626214 0.624616125 0.624600060
#> [18,] 0.154977813 0.154973193 0.154965836
#> [19,] 0.637096995 0.637085462 0.637067098
#> [20,] 0.057769825 0.057768029 0.057765170
#> [21,] 0.053596008 0.053598623 0.053602785
#> [22,] 0.174079157 0.174074574 0.174067278
#> [23,] -0.152650519 -0.152649138 -0.152646938
#> [24,] 0.756979909 0.756968668 0.756950770
#> [25,] -0.279232565 -0.279231113 -0.279228802
#> [26,] 0.137513473 0.137513634 0.137513891
#> [27,] -0.512366043 -0.512360254 -0.512351036
#> [28,] -0.513859375 -0.513850471 -0.513836293
#> [29,] -0.251879519 -0.251876534 -0.251871780
#> [30,] -0.262913142 -0.262905437 -0.262893171
#> [31,] 0.286551003 0.286546465 0.286539240
#> [32,] 0.010747286 0.010748793 0.010751193
#> [33,] 0.529393002 0.529384259 0.529370338
#> [34,] 0.125139926 0.125136839 0.125131924
#> [35,] 0.909042366 0.909029703 0.909009539
#> [36,] 0.005268405 0.005268264 0.005268039
#> [37,] -0.054272430 -0.054271442 -0.054269868
#> [38,] -0.009135507 -0.009134321 -0.009132431
#> [39,] 0.316311854 0.316303994 0.316291480
#> [40,] 0.035196667 0.035196261 0.035195615
#> [41,] 1.138212087 1.138194750 1.138167146
#> [42,] -0.009719365 -0.009718137 -0.009716181
#> [43,] -0.225864580 -0.225860249 -0.225853352
#> [44,] -0.036121921 -0.036123087 -0.036124944
#> [45,] -0.195793083 -0.195788977 -0.195782438
#> [46,] 0.157092172 0.157089548 0.157085371
#> [47,] -0.322390612 -0.322385691 -0.322377855
#> [48,] 0.223583751 0.223581503 0.223577923
#> [49,] -0.297318613 -0.297313012 -0.297304095
#> [50,] 0.637270183 0.637260250 0.637244435
#> [51,] -0.161728597 -0.161725020 -0.161719324
#> [52,] -0.053059928 -0.053059420 -0.053058611
#> [53,] 0.207326521 0.207324170 0.207320427
#> [54,] -0.456172769 -0.456166409 -0.456156281
#> [55,] 0.056978440 0.056976319 0.056972941
#> [56,] 0.296413251 0.296412331 0.296410866
#> [57,] 0.129969476 0.129968924 0.129968046
#> [58,] 0.318334159 0.318332128 0.318328893
#> [59,] 0.493938353 0.493933347 0.493925375
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#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> [1,] 0.756528221 0.756489504 0.756427867
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#> [33,] 0.529348174 0.529312887 0.529256712
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#> [40,] 0.035194588 0.035192952 0.035190350
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#> [53,] 0.207314466 0.207304974 0.207289860
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#> [55,] 0.056967564 0.056959003 0.056945375
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#> [57,] 0.129966646 0.129964417 0.129960865
#> [58,] 0.318323741 0.318315538 0.318302474
#> [59,] 0.493912682 0.493892471 0.493860290
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#> [73,] 0.423929058 0.423911307 0.423883045
#> [74,] 0.636045068 0.635994513 0.635914038
#> [75,] 0.223971203 0.223969454 0.223966666
#> [76,] 0.009139655 0.009130264 0.009115318
#> [77,] 0.074134064 0.074125865 0.074112815
#> [78,] -0.190381886 -0.190373529 -0.190360223
#> [79,] 0.171626852 0.171650519 0.171688180
#> [80,] -0.538159150 -0.538122077 -0.538063057
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> [1,] 0.756329748 0.756173577 0.755925070
#> [2,] 0.218678489 0.218627548 0.218546496
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#> [6,] 0.075238499 0.075234638 0.075228492
#> [7,] 0.616991167 0.616818617 0.616544070
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#> [14,] -1.085322536 -1.085074611 -1.084680070
#> [15,] -0.035102799 -0.035060731 -0.034993887
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#> [17,] 0.624365734 0.624201496 0.623940179
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#> [19,] 0.636799269 0.636611575 0.636312987
#> [20,] 0.057723497 0.057694321 0.057647955
#> [21,] 0.053663430 0.053705865 0.053773260
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#> [25,] -0.279195035 -0.279171307 -0.279133450
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#> [32,] 0.010786169 0.010810652 0.010849552
#> [33,] 0.529167296 0.529024996 0.528798606
#> [34,] 0.125060256 0.125010053 0.124930225
#> [35,] 0.908715428 0.908509285 0.908181294
#> [36,] 0.005264779 0.005262515 0.005258950
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#> [39,] 0.316108982 0.315981116 0.315777750
#> [40,] 0.035186214 0.035179645 0.035169227
#> [41,] 1.137764492 1.137482258 1.137033181
#> [42,] -0.009687665 -0.009667691 -0.009635931
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#> [47,] -0.322263554 -0.322183430 -0.322055930
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#> [49,] -0.297174023 -0.297082852 -0.296937788
#> [50,] 0.637013748 0.636852059 0.636594800
#> [51,] -0.161636234 -0.161577992 -0.161485318
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#> [53,] 0.207265792 0.207227462 0.207166414
#> [54,] -0.456008534 -0.455904950 -0.455740095
#> [55,] 0.056923684 0.056889167 0.056834262
#> [56,] 0.296389432 0.296374344 0.296350225
#> [57,] 0.129955204 0.129946178 0.129931771
#> [58,] 0.318281667 0.318248521 0.318195708
#> [59,] 0.493809052 0.493727474 0.493597596
#> [60,] 0.101758552 0.101715472 0.101646970
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#> [73,] 0.423838049 0.423766415 0.423652385
#> [74,] 0.635785958 0.635582167 0.635258049
#> [75,] 0.223962215 0.223955100 0.223943698
#> [76,] 0.009091537 0.009053718 0.008993616
#> [77,] 0.074092048 0.074059014 0.074006495
#> [78,] -0.190339033 -0.190305288 -0.190251545
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#> [80,] -0.537969110 -0.537819592 -0.537581703
#> 0.123284673944206 0.196304065004027 0.312571584968824 0.497702356433211
#> [1,] 0.755529783 0.754901400 0.753903427 0.752320900
#> [2,] 0.218417586 0.218212703 0.217887421 0.217371878
#> [3,] -0.320212401 -0.319707509 -0.318906925 -0.317640574
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#> [5,] -0.150706280 -0.150648071 -0.150554490 -0.150403260
#> [6,] 0.075218712 0.075203156 0.075178424 0.075139137
#> [7,] 0.616107423 0.615413446 0.614311692 0.612565592
#> [8,] 0.209531745 0.209423710 0.209251200 0.208975320
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#> [11,] 0.254494099 0.253967721 0.253134835 0.251821811
#> [12,] 0.120423624 0.120376370 0.120300877 0.120180052
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#> [17,] 0.623524589 0.622864117 0.621815655 0.620154249
#> [18,] 0.154474449 0.154173757 0.153698102 0.152948566
#> [19,] 0.635838243 0.635084066 0.633887614 0.631993612
#> [20,] 0.057574358 0.057457750 0.057273532 0.056983845
#> [21,] 0.053880137 0.054049215 0.054315674 0.054733048
#> [22,] 0.173579282 0.173280017 0.172805613 0.172055527
#> [23,] -0.152499351 -0.152408388 -0.152263480 -0.152032582
#> [24,] 0.755752038 0.755015382 0.753845220 0.751989075
#> [25,] -0.279072980 -0.278976218 -0.278820949 -0.278570749
#> [26,] 0.137530502 0.137540159 0.137554639 0.137575459
#> [27,] -0.511732736 -0.511351860 -0.510745429 -0.509779946
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#> [31,] 0.286055992 0.285759633 0.285289822 0.284546956
#> [32,] 0.010911282 0.011009042 0.011163369 0.011405764
#> [33,] 0.528438617 0.527866643 0.526959002 0.525521586
#> [34,] 0.124803393 0.124602142 0.124283455 0.123780432
#> [35,] 0.907659663 0.906830658 0.905514631 0.903429162
#> [36,] 0.005253372 0.005244738 0.005231614 0.005212268
#> [37,] -0.054164280 -0.054099207 -0.053995551 -0.053830408
#> [38,] -0.009006524 -0.008929772 -0.008808817 -0.008619356
#> [39,] 0.315454522 0.314941338 0.314127951 0.312842212
#> [40,] 0.035152746 0.035126769 0.035086079 0.035022959
#> [41,] 1.136318928 1.135183670 1.133381158 1.130523997
#> [42,] -0.009585474 -0.009505419 -0.009378672 -0.009178665
#> [43,] -0.225391849 -0.225108605 -0.224659244 -0.223947864
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#> [45,] -0.195344952 -0.195076503 -0.194650698 -0.193976820
#> [46,] 0.156806098 0.156634959 0.156363858 0.155935695
#> [47,] -0.321853116 -0.321530691 -0.321018593 -0.320206450
#> [48,] 0.223337863 0.223190045 0.222954785 0.222580469
#> [49,] -0.296707072 -0.296340381 -0.295758210 -0.294835525
#> [50,] 0.636185664 0.635535449 0.634503269 0.632867664
#> [51,] -0.161337914 -0.161103612 -0.160731564 -0.160141747
#> [52,] -0.053004329 -0.052970857 -0.052917508 -0.052832436
#> [53,] 0.207069170 0.206914234 0.206667295 0.206273540
#> [54,] -0.455477799 -0.455060654 -0.454397725 -0.453345400
#> [55,] 0.056746979 0.056608355 0.056388524 0.056040751
#> [56,] 0.296311585 0.296249465 0.296149064 0.295985493
#> [57,] 0.129908745 0.129871868 0.129812613 0.129716930
#> [58,] 0.318111522 0.317977245 0.317762865 0.317420094
#> [59,] 0.493390839 0.493061738 0.492538016 0.491704886
#> [60,] 0.101538135 0.101365441 0.101091978 0.100660346
#> [61,] -0.588872991 -0.588019659 -0.586666767 -0.584527276
#> [62,] -0.251629495 -0.251226433 -0.250587080 -0.249575178
#> [63,] -0.019833524 -0.019844116 -0.019860525 -0.019885512
#> [64,] -0.070801903 -0.070852090 -0.070930300 -0.071050583
#> [65,] -0.098328373 -0.098001059 -0.097483227 -0.096667061
#> [66,] -0.359211249 -0.358881598 -0.358358530 -0.357530252
#> [67,] -0.406470205 -0.405954745 -0.405137255 -0.403843787
#> [68,] 0.072602718 0.072374487 0.072013209 0.071443299
#> [69,] -0.526778404 -0.526156536 -0.525170332 -0.523610019
#> [70,] -0.723040898 -0.722332620 -0.721207696 -0.719423703
#> [71,] -0.167175126 -0.166835853 -0.166298283 -0.165448963
#> [72,] -0.421181717 -0.420540541 -0.419524054 -0.417916681
#> [73,] 0.423470900 0.423182134 0.422722868 0.421992948
#> [74,] 0.634742910 0.633925060 0.632628843 0.630580025
#> [75,] 0.223925364 0.223895717 0.223847373 0.223767558
#> [76,] 0.008898211 0.008747041 0.008508205 0.008132588
#> [77,] 0.073923076 0.073790770 0.073581408 0.073251318
#> [78,] -0.190165939 -0.190029556 -0.189812209 -0.189465688
#> [79,] 0.172234667 0.172614543 0.173213636 0.174153116
#> [80,] -0.537203385 -0.536602181 -0.535647883 -0.534135895
#> 0.792482898353919 1.26185688306602 2.00923300256505 3.19926713779738
#> [1,] 0.749817442 0.745872065 0.739690797 0.730094215
#> [2,] 0.216556997 0.215274452 0.213269244 0.210166271
#> [3,] -0.315645178 -0.312519941 -0.307670773 -0.300253945
#> [4,] -0.628127983 -0.624978872 -0.620018426 -0.612255598
#> [5,] -0.150157005 -0.149751798 -0.149076122 -0.147932983
#> [6,] 0.075076802 0.074978045 0.074821825 0.074574898
#> [7,] 0.609805911 0.605463199 0.598675900 0.588180348
#> [8,] 0.208533153 0.207822334 0.206675468 0.204818827
#> [9,] -0.089878964 -0.089754848 -0.089546129 -0.089187983
#> [10,] -0.019024847 -0.019983451 -0.021417075 -0.023483958
#> [11,] 0.249763835 0.246567402 0.241672060 0.234333963
#> [12,] 0.119986162 0.119673895 0.119168701 0.118347682
#> [13,] -0.224302801 -0.222511956 -0.219707024 -0.215355933
#> [14,] -1.074972600 -1.068691456 -1.058835812 -1.043502653
#> [15,] -0.033387499 -0.032386169 -0.030872567 -0.028650018
#> [16,] -0.058018856 -0.058252122 -0.058592346 -0.059060982
#> [17,] 0.617528988 0.613399083 0.606947091 0.596974983
#> [18,] 0.151774563 0.149953015 0.147167762 0.143002620
#> [19,] 0.629005553 0.624316510 0.617018822 0.605804360
#> [20,] 0.056531609 0.055833632 0.054775343 0.053213887
#> [21,] 0.055380516 0.056369615 0.057844256 0.059959535
#> [22,] 0.170874422 0.169026579 0.166164523 0.161799617
#> [23,] -0.151664561 -0.151077811 -0.150142288 -0.148651895
#> [24,] 0.749051422 0.744418693 0.737154074 0.725863836
#> [25,] -0.278165071 -0.277501573 -0.276404158 -0.274565924
#> [26,] 0.137603081 0.137633580 0.137650021 0.137602335
#> [27,] -0.508243137 -0.505798130 -0.501912837 -0.495755888
#> [28,] -0.507605075 -0.503973942 -0.498312862 -0.489589948
#> [29,] -0.249758631 -0.248505446 -0.246520299 -0.243388316
#> [30,] -0.257543421 -0.254463676 -0.249716624 -0.242529038
#> [31,] 0.283377074 0.281546284 0.278708842 0.274375094
#> [32,] 0.011783448 0.012364561 0.013241201 0.014523789
#> [33,] 0.523252355 0.519687661 0.514130989 0.505571361
#> [34,] 0.122990472 0.121759723 0.119865696 0.117005157
#> [35,] 0.900133591 0.894948477 0.886845660 0.874314470
#> [36,] 0.005185284 0.005151562 0.005119646 0.005117973
#> [37,] -0.053567261 -0.053147941 -0.052480108 -0.051418636
#> [38,] -0.008325423 -0.007876255 -0.007205904 -0.006241416
#> [39,] 0.310818421 0.307654016 0.302756934 0.295297224
#> [40,] 0.034926576 0.034783098 0.034578256 0.034305666
#> [41,] 1.126007091 1.118896005 1.107773714 1.090552972
#> [42,] -0.008864709 -0.008375927 -0.007624656 -0.006492407
#> [43,] -0.222825473 -0.221063939 -0.218321893 -0.214106896
#> [44,] -0.036919934 -0.037363997 -0.038028351 -0.038986024
#> [45,] -0.192914124 -0.191247560 -0.188656428 -0.184680595
#> [46,] 0.155262657 0.154212425 0.152591948 0.150133538
#> [47,] -0.318921492 -0.316895996 -0.313721781 -0.308792520
#> [48,] 0.221985231 0.221039633 0.219540321 0.217171886
#> [49,] -0.293377144 -0.291081969 -0.287494270 -0.281945228
#> [50,] 0.630283174 0.626217396 0.619865528 0.610047889
#> [51,] -0.159209118 -0.157740473 -0.155442763 -0.151884750
#> [52,] -0.052696678 -0.052479819 -0.052133020 -0.051577960
#> [53,] 0.205645296 0.204642279 0.203040494 0.200485497
#> [54,] -0.451678017 -0.449043833 -0.444901786 -0.438437654
#> [55,] 0.055492673 0.054634132 0.053302065 0.051266161
#> [56,] 0.295715921 0.295264630 0.294494157 0.293150587
#> [57,] 0.129561312 0.129305684 0.128880418 0.128163034
#> [58,] 0.316870863 0.315988168 0.314564121 0.312257464
#> [59,] 0.490380393 0.488277089 0.484943791 0.479681112
#> [60,] 0.099982523 0.098926543 0.097301632 0.094847990
#> [61,] -0.581157275 -0.575881993 -0.567703495 -0.555209202
#> [62,] -0.247979280 -0.245476258 -0.241584296 -0.235612870
#> [63,] -0.019922479 -0.019974474 -0.020040916 -0.020109167
#> [64,] -0.071231605 -0.071494265 -0.071851653 -0.072281187
#> [65,] -0.095388298 -0.093403264 -0.090365925 -0.085819468
#> [66,] -0.356222862 -0.354169456 -0.350968875 -0.346037237
#> [67,] -0.401804713 -0.398608645 -0.393643406 -0.386033368
#> [68,] 0.070549157 0.069158257 0.067023217 0.063812309
#> [69,] -0.521150517 -0.517295994 -0.511308880 -0.502134351
#> [70,] -0.716601196 -0.712152298 -0.705180972 -0.694356949
#> [71,] -0.164113172 -0.162027133 -0.158805142 -0.153911702
#> [72,] -0.415385146 -0.411423130 -0.405282533 -0.395906172
#> [73,] 0.420834191 0.418998085 0.416097694 0.411539885
#> [74,] 0.627355423 0.622313948 0.614512451 0.602626507
#> [75,] 0.223633473 0.223402984 0.222995781 0.222256035
#> [76,] 0.007546129 0.006640896 0.005268488 0.003245223
#> [77,] 0.072733861 0.071929937 0.070698223 0.068850752
#> [78,] -0.188912902 -0.188030496 -0.186621293 -0.184372102
#> [79,] 0.175613169 0.177850052 0.181200281 0.186040842
#> [80,] -0.531747243 -0.527990798 -0.522125218 -0.513066350
#> 5.09413801481639 8.11130830789686 12.9154966501488 20.5651230834865
#> [1,] 0.7153997404 0.693357017 0.6612604190 0.6164307808
#> [2,] 0.2054392007 0.198404283 0.1882837552 0.1743999556
#> [3,] -0.2891517004 -0.273047345 -0.2506979326 -0.2214710402
#> [4,] -0.6002340031 -0.581926810 -0.5547717574 -0.5160679637
#> [5,] -0.1459766413 -0.142625210 -0.1369916470 -0.1279592788
#> [6,] 0.0741838589 0.073560126 0.0725520852 0.0709048732
#> [7,] 0.5722150586 0.548526971 0.5146504131 0.4686770106
#> [8,] 0.2018110918 0.196971450 0.1893493582 0.1778637045
#> [9,] -0.0885605994 -0.087445026 -0.0854605992 -0.0820121321
#> [10,] -0.0262956972 -0.029780506 -0.0334744763 -0.0363570508
#> [11,] 0.2236802667 0.208908427 0.1896770999 0.1665763192
#> [12,] 0.1170105908 0.114844070 0.1114008883 0.1061491357
#> [13,] -0.2087078199 -0.198785825 -0.1844964511 -0.1649650600
#> [14,] -1.0199625606 -0.984554043 -0.9329060581 -0.8608618877
#> [15,] -0.0255258531 -0.021405397 -0.0164323310 -0.0110800988
#> [16,] -0.0596432649 -0.060226239 -0.0604989031 -0.0598513678
#> [17,] 0.5818121941 0.559312466 0.5270863022 0.4831586646
#> [18,] 0.1369761393 0.128658087 0.1178861409 0.1050055723
#> [19,] 0.5888963079 0.564104810 0.5291560656 0.4824377010
#> [20,] 0.0510025649 0.048052735 0.0444328677 0.0404496174
#> [21,] 0.0628130659 0.066298976 0.0698951359 0.0725207405
#> [22,] 0.1552966428 0.145937174 0.1331153629 0.1167025745
#> [23,] -0.1462849212 -0.142556517 -0.1367872761 -0.1281513187
#> [24,] 0.7085617773 0.682617058 0.6449736781 0.5929250537
#> [25,] -0.2714535047 -0.266170615 -0.2573328269 -0.2431259136
#> [26,] 0.1373657098 0.136667985 0.1349959990 0.1315466461
#> [27,] -0.4860588963 -0.470981012 -0.4481059736 -0.4148483802
#> [28,] -0.4763843531 -0.456902767 -0.4291945697 -0.3916911824
#> [29,] -0.2384838913 -0.230909415 -0.2194947660 -0.2029792900
#> [30,] -0.2319310369 -0.216888160 -0.1966200438 -0.1710825177
#> [31,] 0.2678964537 0.258499365 0.2454055469 0.2280474993
#> [32,] 0.0163143349 0.018643399 0.0213715620 0.0241101528
#> [33,] 0.4926200108 0.473533604 0.4464412359 0.4098997788
#> [34,] 0.1128041164 0.106878174 0.0989696746 0.0891444027
#> [35,] 0.8552357203 0.826846721 0.7859539901 0.7296001274
#> [36,] 0.0052188810 0.005575156 0.0064495621 0.0081759210
#> [37,] -0.0497409646 -0.047124016 -0.0431501146 -0.0374000358
#> [38,] -0.0049290329 -0.003285367 -0.0014559964 0.0002903337
#> [39,] 0.2842000098 0.268252135 0.2464176316 0.2184011208
#> [40,] 0.0339856705 0.033695807 0.0335950379 0.0338855141
#> [41,] 1.0643002248 1.025198809 0.9689052884 0.8916431635
#> [42,] -0.0048357213 -0.002514405 0.0005456592 0.0042622007
#> [43,] -0.2077489427 -0.198419392 -0.1852499684 -0.1676018317
#> [44,] -0.0402858861 -0.041881328 -0.0435103612 -0.0445687042
#> [45,] -0.1786994296 -0.169956456 -0.1576805320 -0.1413464033
#> [46,] 0.1464946300 0.141289375 0.1341665905 0.1249205545
#> [47,] -0.3012447567 -0.289931638 -0.2735027686 -0.2507017105
#> [48,] 0.2134576300 0.207713287 0.1990509116 0.1865297755
#> [49,] -0.2735017839 -0.260969172 -0.2430379300 -0.2186916606
#> [50,] 0.5951187788 0.572961126 0.5412080940 0.4978710375
#> [51,] -0.1464633134 -0.138406483 -0.1268789269 -0.1112778370
#> [52,] -0.0506901772 -0.049276944 -0.0470568429 -0.0436649139
#> [53,] 0.1964304069 0.190079569 0.1804118920 0.1664319393
#> [54,] -0.4284705585 -0.413393436 -0.3912548809 -0.3601639675
#> [55,] 0.0482268223 0.043851411 0.0378915481 0.0304159284
#> [56,] 0.2907666917 0.286516050 0.2790659435 0.2666050238
#> [57,] 0.1269393731 0.124849862 0.1213462511 0.1157346465
#> [58,] 0.3085123788 0.302451614 0.2927909854 0.2779160531
#> [59,] 0.4714311405 0.458668282 0.4393864328 0.4113876204
#> [60,] 0.0912458211 0.086168460 0.0794037260 0.0710314070
#> [61,] -0.5365361575 -0.509500726 -0.4720427431 -0.4230634520
#> [62,] -0.2266346215 -0.213535030 -0.1952302109 -0.1711330206
#> [63,] -0.0201363261 -0.020017140 -0.0195438411 -0.0183900668
#> [64,] -0.0726628031 -0.072670340 -0.0716422706 -0.0685576214
#> [65,] -0.0792337104 -0.070135259 -0.0583599740 -0.0443581737
#> [66,] -0.3385649288 -0.327507246 -0.3116521505 -0.2898112663
#> [67,] -0.3746022966 -0.357922676 -0.3345400598 -0.3034378075
#> [68,] 0.0591304866 0.052608535 0.0440981212 0.0339556980
#> [69,] -0.4883542708 -0.468239947 -0.4400005790 -0.4022933198
#> [70,] -0.6777878617 -0.652965665 -0.6169508321 -0.5670396812
#> [71,] -0.1466646450 -0.136317436 -0.1222778235 -0.1044695598
#> [72,] -0.3819040859 -0.361657332 -0.3336626486 -0.2971759597
#> [73,] 0.4044403264 0.393544869 0.3772307717 0.3537375093
#> [74,] 0.5849296467 0.559429652 0.5242766880 0.4784625451
#> [75,] 0.2208834114 0.218323532 0.2136441497 0.2055141667
#> [76,] 0.0003885428 -0.003387058 -0.0078993178 -0.0125080277
#> [77,] 0.0661661798 0.062439735 0.0575833368 0.0517517346
#> [78,] -0.1807947626 -0.175161845 -0.1664878054 -0.1536732387
#> [79,] 0.1926457022 0.200860671 0.2095819979 0.2162756082
#> [80,] -0.4993073001 -0.478921090 -0.4497754884 -0.4101185487
#> 32.7454916287773 52.1400828799967 83.0217568131974 132.194114846603
#> [1,] 0.557234536 0.484516144 0.402685947 0.319255588
#> [2,] 0.156531781 0.135332099 0.112496238 0.090352662
#> [3,] -0.186039338 -0.146829811 -0.107673262 -0.072515768
#> [4,] -0.463972328 -0.399001117 -0.325185427 -0.249588820
#> [5,] -0.114576957 -0.096758206 -0.075809822 -0.054161341
#> [6,] 0.068243237 0.064171447 0.058550306 0.051772272
#> [7,] 0.410558510 0.343388794 0.273440458 0.208163637
#> [8,] 0.161761150 0.141316787 0.118244908 0.095230062
#> [9,] -0.076332389 -0.067743256 -0.056139619 -0.042378985
#> [10,] -0.036994295 -0.034179790 -0.027763722 -0.018913429
#> [11,] 0.141312673 0.116247649 0.093483415 0.074226617
#> [12,] 0.098658574 0.088903564 0.077485011 0.065535232
#> [13,] -0.140137664 -0.111400227 -0.081609190 -0.054123564
#> [14,] -0.766379590 -0.651959264 -0.525927799 -0.400698420
#> [15,] -0.006018333 -0.001716055 0.001872422 0.005131583
#> [16,] -0.057388705 -0.052211840 -0.043958133 -0.033247297
#> [17,] 0.427118049 0.361366177 0.291453877 0.224588245
#> [18,] 0.090927725 0.076856025 0.063854821 0.052611266
#> [19,] 0.424110492 0.357104311 0.287112340 0.221000049
#> [20,] 0.036595041 0.033305711 0.030710294 0.028639154
#> [21,] 0.072747435 0.069518774 0.062956010 0.054441221
#> [22,] 0.097483980 0.077347297 0.058830923 0.044064255
#> [23,] -0.115899440 -0.099790948 -0.080545673 -0.059913553
#> [24,] 0.525602204 0.445687309 0.359944842 0.277339821
#> [25,] -0.221822198 -0.192832283 -0.157723144 -0.120183047
#> [26,] 0.125357703 0.115720389 0.102732967 0.087570605
#> [27,] -0.369563938 -0.313162184 -0.250052357 -0.187083461
#> [28,] -0.344076053 -0.288179022 -0.228230691 -0.169890182
#> [29,] -0.180512604 -0.152411206 -0.120675286 -0.088609415
#> [30,] -0.141390600 -0.109828247 -0.079275993 -0.052302782
#> [31,] 0.206326469 0.180829383 0.152946672 0.124785472
#> [32,] 0.026279954 0.027376860 0.027284524 0.026331575
#> [33,] 0.363765635 0.310030741 0.252937554 0.197892776
#> [34,] 0.077940623 0.066315094 0.055348043 0.045881746
#> [35,] 0.656306158 0.567644361 0.469255242 0.370073086
#> [36,] 0.010971446 0.014639039 0.018447297 0.021473526
#> [37,] -0.029690698 -0.020393082 -0.010542735 -0.001468047
#> [38,] 0.001724959 0.002920797 0.004297748 0.006263149
#> [39,] 0.185292419 0.149839354 0.115853594 0.086801874
#> [40,] 0.034645079 0.035591372 0.036065688 0.035442961
#> [41,] 0.792187864 0.674122271 0.546659656 0.422415085
#> [42,] 0.008329988 0.012261277 0.015563570 0.017952498
#> [43,] -0.145461310 -0.119789594 -0.092540556 -0.066179053
#> [44,] -0.044106772 -0.041115224 -0.035084208 -0.026471697
#> [45,] -0.121045286 -0.097796015 -0.073519038 -0.050513059
#> [46,] 0.113586142 0.100492967 0.086316607 0.072090084
#> [47,] -0.220958160 -0.185131602 -0.145891633 -0.107146252
#> [48,] 0.169553871 0.148442228 0.124768989 0.101012112
#> [49,] -0.187897324 -0.152281324 -0.115142688 -0.080398440
#> [50,] 0.442431923 0.377033885 0.306848498 0.238790717
#> [51,] -0.091735699 -0.069587619 -0.047277768 -0.027432894
#> [52,] -0.038728836 -0.032054129 -0.023864769 -0.014900469
#> [53,] 0.147768013 0.125393069 0.101754627 0.079826926
#> [54,] -0.319163098 -0.269359291 -0.214503918 -0.160142935
#> [55,] 0.022099484 0.014311772 0.008670454 0.006158902
#> [56,] 0.247340056 0.220565011 0.187727274 0.152419347
#> [57,] 0.107411491 0.096288393 0.083128403 0.069411544
#> [58,] 0.256343190 0.227636733 0.193318139 0.156863202
#> [59,] 0.373113697 0.324945313 0.270155984 0.214371617
#> [60,] 0.061566167 0.051921341 0.043128970 0.035951009
#> [61,] -0.363462144 -0.296788921 -0.228810940 -0.165824400
#> [62,] -0.141801704 -0.109393204 -0.077335832 -0.049068847
#> [63,] -0.016178528 -0.012662750 -0.007935324 -0.002484506
#> [64,] -0.062333782 -0.052504340 -0.039831216 -0.026158146
#> [65,] -0.029327294 -0.014938885 -0.002730422 0.006446564
#> [66,] -0.261169673 -0.225809877 -0.185294690 -0.142844161
#> [67,] -0.264680840 -0.219968931 -0.172678586 -0.127088360
#> [68,] 0.023266042 0.013734513 0.007077661 0.004169240
#> [69,] -0.354931959 -0.299552054 -0.239847340 -0.180960322
#> [70,] -0.502073737 -0.424047772 -0.338866857 -0.255016132
#> [71,] -0.083698377 -0.061725957 -0.040814755 -0.022898434
#> [72,] -0.252997097 -0.203933943 -0.154400228 -0.109056265
#> [73,] 0.321800861 0.281646731 0.235778571 0.188681966
#> [74,] 0.422596277 0.359353110 0.293272457 0.229812086
#> [75,] 0.192503587 0.173830317 0.150220561 0.124101348
#> [76,] -0.016084392 -0.017353016 -0.015559031 -0.010984696
#> [77,] 0.045406906 0.039219904 0.033823696 0.029579553
#> [78,] -0.135951419 -0.113579590 -0.088291480 -0.062904333
#> [79,] 0.217151382 0.208577963 0.189297418 0.161702898
#> [80,] -0.359571690 -0.300177179 -0.236670017 -0.175275101
#> 210.490414451202 335.160265093883 533.66992312063 849.753435908644
#> [1,] 0.242410400 0.1780497131 0.1283470318 0.0923388270
#> [2,] 0.070989400 0.0555394085 0.0440879427 0.0360527962
#> [3,] -0.043943749 -0.0225845080 -0.0075874760 0.0025016988
#> [4,] -0.179885476 -0.1215419232 -0.0765357911 -0.0439641898
#> [5,] -0.034335061 -0.0179667946 -0.0055246969 0.0033670521
#> [6,] 0.044697429 0.0382329826 0.0329430506 0.0289641262
#> [7,] 0.153242245 0.1109224835 0.0804456120 0.0595272179
#> [8,] 0.074777432 0.0583017655 0.0460127375 0.0373504553
#> [9,] -0.028114455 -0.0150695599 -0.0043447170 0.0037666811
#> [10,] -0.009466485 -0.0009718844 0.0058025096 0.0107760210
#> [11,] 0.058812452 0.0470431726 0.0384435559 0.0324055284
#> [12,] 0.054313257 0.0447598848 0.0372783801 0.0317964442
#> [13,] -0.031396606 -0.0142439322 -0.0021468576 0.0060043358
#> [14,] -0.288324772 -0.1963546730 -0.1266229297 -0.0767827528
#> [15,] 0.008312683 0.0113348298 0.0139680921 0.0160607364
#> [16,] -0.021558401 -0.0105370070 -0.0013038658 0.0057621790
#> [17,] 0.166890024 0.1213892333 0.0879845342 0.0647145612
#> [18,] 0.043447154 0.0363893522 0.0312312219 0.0276247439
#> [19,] 0.164337903 0.1197506932 0.0869935651 0.0641302925
#> [20,] 0.026873024 0.0253266151 0.0240250926 0.0230021038
#> [21,] 0.045798703 0.0383608984 0.0326435417 0.0285661492
#> [22,] 0.033847152 0.0276260512 0.0242065726 0.0224556228
#> [23,] -0.040122289 -0.0230132740 -0.0094843730 0.0004845831
#> [24,] 0.205576104 0.1485958309 0.1064862650 0.0769815624
#> [25,] -0.084610708 -0.0543364422 -0.0307499368 -0.0135788881
#> [26,] 0.072125917 0.0582044314 0.0468772609 0.0383698149
#> [27,] -0.130805142 -0.0851141581 -0.0507742239 -0.0264177244
#> [28,] -0.118325617 -0.0765677089 -0.0451346532 -0.0227768169
#> [29,] -0.059560277 -0.0356813410 -0.0175515982 -0.0045942030
#> [30,] -0.030426503 -0.0139248185 -0.0021695182 0.0058597674
#> [31,] 0.098705801 0.0765748434 0.0592306951 0.0465019067
#> [32,] 0.025034196 0.0237979026 0.0228102645 0.0220966322
#> [33,] 0.149622575 0.1107536158 0.0816006259 0.0609082065
#> [34,] 0.038320590 0.0326571699 0.0286262237 0.0258664735
#> [35,] 0.279478410 0.2040296219 0.1459736147 0.1040066055
#> [36,] 0.023184331 0.0236730352 0.0234020121 0.0228322468
#> [37,] 0.005855469 0.0111544648 0.0147030273 0.0169719694
#> [38,] 0.008815772 0.0115722511 0.0140971233 0.0161401801
#> [39,] 0.064485044 0.0487795238 0.0383884318 0.0317606004
#> [40,] 0.033627952 0.0310892883 0.0284614115 0.0261861556
#> [41,] 0.312849067 0.2245008998 0.1583086198 0.1114205381
#> [42,] 0.019437223 0.0202311909 0.0205954285 0.0207345683
#> [43,] -0.042894248 -0.0239708408 -0.0096463904 0.0006012296
#> [44,] -0.016613911 -0.0070713718 0.0010467742 0.0073175063
#> [45,] -0.030666271 -0.0149161958 -0.0032440611 0.0049650148
#> [46,] 0.059000717 0.0479824438 0.0394226914 0.0331911214
#> [47,] -0.072621808 -0.0445701698 -0.0234436701 -0.0084277602
#> [48,] 0.079602433 0.0620607757 0.0487652164 0.0392698876
#> [49,] -0.051050903 -0.0283213247 -0.0118618912 -0.0005067813
#> [50,] 0.179031352 0.1310053957 0.0951110469 0.0697278244
#> [51,] -0.011709789 -0.0003698765 0.0072854381 0.0122500166
#> [52,] -0.006189351 0.0013853730 0.0073820530 0.0117959545
#> [53,] 0.061743209 0.0481681939 0.0386410669 0.0322428734
#> [54,] -0.111564687 -0.0719826970 -0.0420887392 -0.0207875167
#> [55,] 0.006561071 0.0087724652 0.0115812552 0.0141869407
#> [56,] 0.118946803 0.0905334026 0.0684808111 0.0524868120
#> [57,] 0.056725987 0.0461511971 0.0380442452 0.0322111246
#> [58,] 0.122425154 0.0931603137 0.0703801423 0.0538059448
#> [59,] 0.163455944 0.1213216160 0.0891556326 0.0660699690
#> [60,] 0.030643034 0.0270124032 0.0246561367 0.0231709493
#> [61,] -0.112557577 -0.0709844985 -0.0405801178 -0.0194082506
#> [62,] -0.026663246 -0.0103840789 0.0007287178 0.0080218138
#> [63,] 0.002986276 0.0078538871 0.0117756885 0.0147011648
#> [64,] -0.013483722 -0.0030769492 0.0047309563 0.0102318110
#> [65,] 0.012590085 0.0163027226 0.0183748460 0.0194746868
#> [66,] -0.102545824 -0.0678469432 -0.0404435365 -0.0202573415
#> [67,] -0.087010549 -0.0546382500 -0.0302928056 -0.0129787127
#> [68,] 0.004606297 0.0070988122 0.0102792920 0.0132418814
#> [69,] -0.127974973 -0.0842797367 -0.0508680729 -0.0268120846
#> [70,] -0.180472433 -0.1199875307 -0.0744615047 -0.0421070117
#> [71,] -0.008930484 0.0011650042 0.0080759429 0.0126427464
#> [72,] -0.071219295 -0.0420759265 -0.0210095454 -0.0064775670
#> [73,] 0.145244063 0.1089261086 0.0809577139 0.0607504142
#> [74,] 0.173857628 0.1283582586 0.0938838839 0.0692045187
#> [75,] 0.098699875 0.0766684721 0.0592756477 0.0465003489
#> [76,] -0.004815681 0.0015420634 0.0070900036 0.0114195009
#> [77,] 0.026515350 0.0244355829 0.0230771100 0.0222079523
#> [78,] -0.040164385 -0.0217175096 -0.0078880739 0.0018917366
#> [79,] 0.130802906 0.1016646481 0.0774470257 0.0590778477
#> [80,] -0.121482688 -0.0783098473 -0.0460662147 -0.0232728530
#> 1353.04777457981 2154.43469003189 3430.46928631491 5462.27721768434
#> [1,] 0.067450555 0.0508055342 0.039918319 0.032900678
#> [2,] 0.030627102 0.0270567886 0.024746774 0.023268376
#> [3,] 0.009107214 0.0133609696 0.016073284 0.017792531
#> [4,] -0.021469502 -0.0064339174 0.003396796 0.009731838
#> [5,] 0.009449230 0.0134870103 0.016114867 0.017803145
#> [6,] 0.026147338 0.0242347372 0.022971729 0.022152713
#> [7,] 0.045625077 0.0365768146 0.030765343 0.027063842
#> [8,] 0.031481623 0.0276104031 0.025101525 0.023494058
#> [9,] 0.009536650 0.0134688599 0.016072282 0.017763467
#> [10,] 0.014230158 0.0165433070 0.018056407 0.019031442
#> [11,] 0.028304230 0.0255879689 0.023821195 0.022686085
#> [12,] 0.027974829 0.0254033328 0.023714347 0.022622661
#> [13,] 0.011342381 0.0147790933 0.016969679 0.018357796
#> [14,] -0.042657304 -0.0199786724 -0.005206468 0.004289849
#> [15,] 0.017603651 0.0186809655 0.019405654 0.019881251
#> [16,] 0.010826230 0.0142937574 0.016596430 0.018095092
#> [17,] 0.049083005 0.0388334927 0.032217759 0.027990293
#> [18,] 0.025187972 0.0235816457 0.022540544 0.021873343
#> [19,] 0.048739372 0.0386294787 0.032095037 0.027915557
#> [20,] 0.022249203 0.0217229375 0.021368368 0.021135355
#> [21,] 0.025794770 0.0239668943 0.022783543 0.022026203
#> [22,] 0.021592964 0.0211718108 0.020963111 0.020856368
#> [23,] 0.007456091 0.0121552781 0.015244782 0.017242829
#> [24,] 0.057069635 0.0439685784 0.035491897 0.030066493
#> [25,] -0.001678122 0.0062934848 0.011512393 0.014878245
#> [26,] 0.032345358 0.0282514840 0.025545936 0.023790414
#> [27,] -0.009839503 0.0011311210 0.008256372 0.012828053
#> [28,] -0.007517502 0.0026021089 0.009184826 0.013412870
#> [29,] 0.004272914 0.0101622343 0.013996510 0.016460503
#> [30,] 0.011186026 0.0146507759 0.016876014 0.018293491
#> [31,] 0.037615819 0.0316304082 0.027696414 0.025152508
#> [32,] 0.021610178 0.0212895734 0.021082357 0.020949945
#> [33,] 0.046802096 0.0374532793 0.031374123 0.027470300
#> [34,] 0.024029771 0.0228313814 0.022059905 0.021567648
#> [35,] 0.075038477 0.0556805282 0.043025042 0.034870064
#> [36,] 0.022248745 0.0217701692 0.021418345 0.021175175
#> [37,] 0.018390653 0.0192709714 0.019817032 0.020156534
#> [38,] 0.017655460 0.0187151059 0.019427980 0.019895692
#> [39,] 0.027606833 0.0250193399 0.023408282 0.022403615
#> [40,] 0.024429386 0.0231701457 0.022309875 0.021740004
#> [41,] 0.079521211 0.0584147715 0.044706720 0.035911253
#> [42,] 0.020772759 0.0207727792 0.020761975 0.020750540
#> [43,] 0.007629475 0.0123076756 0.015358747 0.017321891
#> [44,] 0.011837302 0.0149431305 0.017010166 0.018357322
#> [45,] 0.010524372 0.0141921537 0.016569965 0.018093904
#> [46,] 0.028869044 0.0259718169 0.024073969 0.022849501
#> [47,] 0.001809883 0.0085927643 0.013001730 0.015832114
#> [48,] 0.032773641 0.0284592240 0.025650248 0.023845074
#> [49,] 0.007071422 0.0120193042 0.015204297 0.017235983
#> [50,] 0.052478352 0.0410734814 0.033669818 0.028920844
#> [51,] 0.015402857 0.0173866334 0.018630740 0.019410444
#> [52,] 0.014877274 0.0169508363 0.018312354 0.019192067
#> [53,] 0.028060823 0.0253710100 0.023657325 0.022571654
#> [54,] -0.006234841 0.0034216893 0.009705318 0.013742092
#> [55,] 0.016258164 0.0177634772 0.018799241 0.019488069
#> [56,] 0.041436355 0.0340515598 0.029224727 0.026115163
#> [57,] 0.028200998 0.0255293812 0.023786498 0.022665018
#> [58,] 0.042323732 0.0346348126 0.029602022 0.026356655
#> [59,] 0.050224097 0.0396777983 0.032802058 0.028379553
#> [60,] 0.022246431 0.0216726230 0.021316037 0.021093892
#> [61,] -0.005172078 0.0041742373 0.010213583 0.014075904
#> [62,] 0.012702904 0.0156732453 0.017547655 0.018727457
#> [63,] 0.016763443 0.0181607484 0.019082471 0.019679833
#> [64,] 0.013948489 0.0163928009 0.017973024 0.018983661
#> [65,] 0.020046909 0.0203463684 0.020506809 0.020595545
#> [66,] -0.006141238 0.0033740358 0.009630080 0.013676084
#> [67,] -0.001159936 0.0066797028 0.011780298 0.015056856
#> [68,] 0.015604929 0.0173268175 0.018513784 0.019304150
#> [69,] -0.010249295 0.0008009868 0.008017881 0.012665330
#> [70,] -0.020045920 -0.0054271681 0.004076614 0.010178361
#> [71,] 0.015596767 0.0174840519 0.018681311 0.019437749
#> [72,] 0.003225385 0.0095639841 0.013646035 0.016250808
#> [73,] 0.046814093 0.0375085811 0.031428753 0.027512734
#> [74,] 0.052272306 0.0409999287 0.033647751 0.028917062
#> [75,] 0.037594154 0.0316057988 0.027675792 0.025137293
#> [76,] 0.014552511 0.0167085046 0.018144062 0.019079768
#> [77,] 0.021657408 0.0213102709 0.021091837 0.020954519
#> [78,] 0.008530503 0.0129144428 0.015757406 0.017579593
#> [79,] 0.046010672 0.0371121612 0.031225389 0.027403778
#> [80,] -0.007785897 0.0024529195 0.009099424 0.013362679
#> 8697.49002617783 13848.8637139387 22051.3073990304 35111.9173421513
#> [1,] 0.02841994 0.02557633 0.02377863 0.02264491
#> [2,] 0.02232876 0.02173420 0.02135903 0.02112271
#> [3,] 0.01887843 0.01956281 0.01999356 0.02026446
#> [4,] 0.01377608 0.01634241 0.01796471 0.01898777
#> [5,] 0.01887880 0.01956052 0.01999112 0.02026252
#> [6,] 0.02162779 0.02129387 0.02108245 0.02094900
#> [7,] 0.02471858 0.02323750 0.02230410 0.02171662
#> [8,] 0.02247166 0.02182442 0.02141588 0.02115849
#> [9,] 0.01884862 0.01953944 0.01997704 0.02025334
#> [10,] 0.01965380 0.02004867 0.02029826 0.02045564
#> [11,] 0.02196273 0.02150421 0.02121455 0.02103196
#> [12,] 0.02192437 0.02148071 0.02120002 0.02102293
#> [13,] 0.01923435 0.01978670 0.02013432 0.02035291
#> [14,] 0.01034283 0.01418006 0.01660425 0.01813239
#> [15,] 0.02018841 0.02038477 0.02050947 0.02058834
#> [16,] 0.01905786 0.01967124 0.02005996 0.02030548
#> [17,] 0.02530616 0.02360882 0.02253821 0.02186401
#> [18,] 0.02144889 0.02118013 0.02101047 0.02090358
#> [19,] 0.02526020 0.02358035 0.02252049 0.02185295
#> [20,] 0.02098471 0.02088835 0.02082712 0.02078838
#> [21,] 0.02154494 0.02124047 0.02104837 0.02092737
#> [22,] 0.02079955 0.02076806 0.02074998 0.02073930
#> [23,] 0.01852129 0.01933373 0.01984779 0.02017215
#> [24,] 0.02661809 0.02443594 0.02305894 0.02219154
#> [25,] 0.01702805 0.01839268 0.01925549 0.01979966
#> [26,] 0.02266479 0.02194852 0.02149494 0.02120859
#> [27,] 0.01573842 0.01758195 0.01874602 0.01947957
#> [28,] 0.01610635 0.01781327 0.01889139 0.01957091
#> [29,] 0.01803068 0.01902591 0.01965459 0.02005087
#> [30,] 0.01919172 0.01975902 0.02011657 0.02034162
#> [31,] 0.02352485 0.02249051 0.02183606 0.02142311
#> [32,] 0.02086590 0.02081278 0.02077928 0.02075818
#> [33,] 0.02498365 0.02340792 0.02241270 0.02178545
#> [34,] 0.02125536 0.02105798 0.02093351 0.02085514
#> [35,] 0.02966411 0.02636062 0.02427235 0.02295545
#> [36,] 0.02101316 0.02090759 0.02083976 0.02079654
#> [37,] 0.02036819 0.02050044 0.02058322 0.02063510
#> [38,] 0.02019767 0.02039066 0.02051320 0.02059070
#> [39,] 0.02177591 0.02138309 0.02113696 0.02098263
#> [40,] 0.02136984 0.02113238 0.02098124 0.02088552
#> [41,] 0.03031186 0.02676494 0.02452528 0.02311390
#> [42,] 0.02074142 0.02073491 0.02073050 0.02072760
#> [43,] 0.01857397 0.01936803 0.01986981 0.02018618
#> [44,] 0.01922351 0.01977566 0.02012569 0.02034682
#> [45,] 0.01906339 0.01967723 0.02006473 0.02030888
#> [46,] 0.02206721 0.02157056 0.02125651 0.02105843
#> [47,] 0.01763458 0.01877658 0.01949778 0.01995230
#> [48,] 0.02269470 0.02196552 0.02150491 0.02121456
#> [49,] 0.01852454 0.01933881 0.01985219 0.02017540
#> [50,] 0.02589811 0.02398360 0.02277479 0.02201307
#> [51,] 0.01989922 0.02020576 0.02039810 0.02051881
#> [52,] 0.01975460 0.02011194 0.02033798 0.02048058
#> [53,] 0.02188616 0.02145423 0.02118240 0.02101147
#> [54,] 0.01631405 0.01794409 0.01897369 0.01962266
#> [55,] 0.01993651 0.02022457 0.02040807 0.02052435
#> [56,] 0.02413048 0.02287126 0.02207534 0.02157344
#> [57,] 0.02194976 0.02149616 0.02120953 0.02102882
#> [58,] 0.02428399 0.02296841 0.02213664 0.02161206
#> [59,] 0.02555968 0.02377167 0.02264194 0.02192973
#> [60,] 0.02095517 0.02086839 0.02081402 0.02077993
#> [61,] 0.01652960 0.01808182 0.01906114 0.01967795
#> [62,] 0.01946919 0.01993526 0.02022804 0.02041194
#> [63,] 0.02006257 0.02030600 0.02046011 0.02055738
#> [64,] 0.01962565 0.02003174 0.02028793 0.02044927
#> [65,] 0.02064623 0.02067598 0.02069384 0.02070471
#> [66,] 0.01626497 0.01791020 0.01895118 0.01960803
#> [67,] 0.01714441 0.01846742 0.01930309 0.01982982
#> [68,] 0.01981911 0.02015009 0.02036099 0.02049466
#> [69,] 0.01563095 0.01751233 0.01870144 0.01945124
#> [70,] 0.01406444 0.01652670 0.01808172 0.01906175
#> [71,] 0.01991454 0.02021465 0.02040338 0.02052201
#> [72,] 0.01790321 0.01894756 0.01960606 0.02002066
#> [73,] 0.02501358 0.02342802 0.02242585 0.02179391
#> [74,] 0.02589986 0.02398636 0.02277719 0.02201484
#> [75,] 0.02351434 0.02248352 0.02183151 0.02142019
#> [76,] 0.01968140 0.02006490 0.02030801 0.02046159
#> [77,] 0.02086823 0.02081403 0.02077998 0.02075859
#> [78,] 0.01873881 0.01947276 0.01993607 0.02022798
#> [79,] 0.02495275 0.02339287 0.02240499 0.02178130
#> [80,] 0.01607624 0.01779492 0.01888009 0.01956390
#> 55908.1018251222 89021.5085445039 141747.41629268 225701.971963392
#> [1,] 0.02193105 0.02148198 0.02119966 0.02102224
#> [2,] 0.02097402 0.02088053 0.02082177 0.02078485
#> [3,] 0.02043474 0.02054173 0.02060895 0.02065118
#> [4,] 0.01963194 0.02003716 0.02029191 0.02045200
#> [5,] 0.02043336 0.02054081 0.02060834 0.02065078
#> [6,] 0.02086492 0.02081201 0.02077873 0.02075782
#> [7,] 0.02134716 0.02111493 0.02096900 0.02087732
#> [8,] 0.02099652 0.02089467 0.02083065 0.02079043
#> [9,] 0.02042746 0.02053705 0.02060596 0.02064928
#> [10,] 0.02055474 0.02061707 0.02065625 0.02068088
#> [11,] 0.02091702 0.02084473 0.02079928 0.02077073
#> [12,] 0.02091138 0.02084120 0.02079707 0.02076934
#> [13,] 0.02049031 0.02057664 0.02063088 0.02066495
#> [14,] 0.01909436 0.01969939 0.02007972 0.02031872
#> [15,] 0.02063809 0.02066943 0.02068914 0.02070153
#> [16,] 0.02046023 0.02055764 0.02061890 0.02065741
#> [17,] 0.02143987 0.02117321 0.02100562 0.02090033
#> [18,] 0.02083630 0.02079400 0.02076741 0.02075070
#> [19,] 0.02143295 0.02116887 0.02100290 0.02089863
#> [20,] 0.02076394 0.02074855 0.02073887 0.02073278
#> [21,] 0.02085125 0.02080339 0.02077331 0.02075441
#> [22,] 0.02073287 0.02072893 0.02072651 0.02072500
#> [23,] 0.02037646 0.02050502 0.02058585 0.02063665
#> [24,] 0.02164577 0.02130260 0.02108692 0.02095140
#> [25,] 0.02014232 0.02035789 0.02049341 0.02057858
#> [26,] 0.02102816 0.02091461 0.02084320 0.02079832
#> [27,] 0.01994125 0.02023159 0.02041409 0.02052876
#> [28,] 0.01999863 0.02026763 0.02043672 0.02054298
#> [29,] 0.02030031 0.02045720 0.02055582 0.02061779
#> [30,] 0.02048316 0.02057213 0.02062804 0.02066316
#> [31,] 0.02116300 0.02099934 0.02089643 0.02083176
#> [32,] 0.02074492 0.02073658 0.02073134 0.02072804
#> [33,] 0.02139063 0.02114233 0.02098625 0.02088817
#> [34,] 0.02080585 0.02077486 0.02075538 0.02074315
#> [35,] 0.02212625 0.02160464 0.02127672 0.02107065
#> [36,] 0.02076915 0.02075186 0.02074096 0.02073409
#> [37,] 0.02066763 0.02068805 0.02070086 0.02070890
#> [38,] 0.02063958 0.02067036 0.02068973 0.02070190
#> [39,] 0.02088580 0.02082502 0.02078687 0.02076292
#> [40,] 0.02082508 0.02078700 0.02076303 0.02074796
#> [41,] 0.02222560 0.02166698 0.02131585 0.02109521
#> [42,] 0.02072573 0.02072453 0.02072378 0.02072330
#> [43,] 0.02038535 0.02051063 0.02058938 0.02063887
#> [44,] 0.02048622 0.02057397 0.02062916 0.02066385
#> [45,] 0.02046252 0.02055914 0.02061987 0.02065802
#> [46,] 0.02093369 0.02085521 0.02080587 0.02077487
#> [47,] 0.02023837 0.02041828 0.02053137 0.02060243
#> [48,] 0.02103180 0.02091685 0.02084459 0.02079919
#> [49,] 0.02037869 0.02050649 0.02058680 0.02063726
#> [50,] 0.02153367 0.02123219 0.02104270 0.02092363
#> [51,] 0.02059459 0.02064217 0.02067205 0.02069081
#> [52,] 0.02057039 0.02062690 0.02066243 0.02068476
#> [53,] 0.02090403 0.02083652 0.02079411 0.02076747
#> [54,] 0.02003115 0.02028807 0.02044956 0.02055104
#> [55,] 0.02059778 0.02064406 0.02067319 0.02069151
#> [56,] 0.02125744 0.02105866 0.02093369 0.02085516
#> [57,] 0.02091505 0.02084349 0.02079851 0.02077024
#> [58,] 0.02128174 0.02107394 0.02094329 0.02086119
#> [59,] 0.02148137 0.02119936 0.02102209 0.02091068
#> [60,] 0.02075855 0.02074513 0.02073670 0.02073141
#> [61,] 0.02006602 0.02031003 0.02046338 0.02055973
#> [62,] 0.02052745 0.02059999 0.02064555 0.02067417
#> [63,] 0.02061867 0.02065723 0.02068148 0.02069673
#> [64,] 0.02055078 0.02061460 0.02065471 0.02067991
#> [65,] 0.02071141 0.02071556 0.02071815 0.02071977
#> [66,] 0.02002178 0.02028210 0.02044579 0.02054866
#> [67,] 0.02016137 0.02036989 0.02050097 0.02058333
#> [68,] 0.02057908 0.02063230 0.02066579 0.02068686
#> [69,] 0.01992333 0.02022028 0.02040696 0.02052428
#> [70,] 0.01967861 0.02006655 0.02031040 0.02046362
#> [71,] 0.02059656 0.02064339 0.02067280 0.02069128
#> [72,] 0.02028145 0.02044539 0.02054842 0.02061315
#> [73,] 0.02139603 0.02114575 0.02098841 0.02088953
#> [74,] 0.02153489 0.02123300 0.02104322 0.02092396
#> [75,] 0.02116114 0.02099816 0.02089569 0.02083129
#> [76,] 0.02055840 0.02061934 0.02065767 0.02068176
#> [77,] 0.02074516 0.02073673 0.02073143 0.02072810
#> [78,] 0.02041168 0.02052719 0.02059980 0.02064542
#> [79,] 0.02138830 0.02114097 0.02098544 0.02088768
#> [80,] 0.01999427 0.02026491 0.02043502 0.02054191
#> 359381.366380463 572236.765935022 911162.756115487 1450828.77849594
#> [1,] 0.02091077 0.02084074 0.02079676 0.02076913
#> [2,] 0.02076165 0.02074708 0.02073793 0.02073219
#> [3,] 0.02067770 0.02069435 0.02070482 0.02071139
#> [4,] 0.02055259 0.02061577 0.02065546 0.02068039
#> [5,] 0.02067745 0.02069420 0.02070472 0.02071132
#> [6,] 0.02074468 0.02073642 0.02073124 0.02072798
#> [7,] 0.02081973 0.02078356 0.02076084 0.02074657
#> [8,] 0.02076516 0.02074929 0.02073932 0.02073305
#> [9,] 0.02067650 0.02069360 0.02070434 0.02071109
#> [10,] 0.02069635 0.02070607 0.02071217 0.02071601
#> [11,] 0.02075278 0.02074151 0.02073444 0.02072999
#> [12,] 0.02075192 0.02074097 0.02073409 0.02072977
#> [13,] 0.02068635 0.02069979 0.02070823 0.02071353
#> [14,] 0.02046887 0.02056319 0.02062244 0.02065965
#> [15,] 0.02070932 0.02071422 0.02071729 0.02071922
#> [16,] 0.02068160 0.02069681 0.02070635 0.02071235
#> [17,] 0.02083419 0.02079264 0.02076655 0.02075016
#> [18,] 0.02074021 0.02073362 0.02072947 0.02072687
#> [19,] 0.02083312 0.02079197 0.02076612 0.02074989
#> [20,] 0.02072895 0.02072654 0.02072503 0.02072408
#> [21,] 0.02074253 0.02073508 0.02073039 0.02072745
#> [22,] 0.02072406 0.02072347 0.02072310 0.02072287
#> [23,] 0.02066856 0.02068862 0.02070121 0.02070912
#> [24,] 0.02086626 0.02081279 0.02077920 0.02075810
#> [25,] 0.02063209 0.02066571 0.02068683 0.02070009
#> [26,] 0.02077012 0.02075240 0.02074128 0.02073429
#> [27,] 0.02060080 0.02064606 0.02067448 0.02069234
#> [28,] 0.02060973 0.02065167 0.02067801 0.02069455
#> [29,] 0.02065672 0.02068118 0.02069654 0.02070619
#> [30,] 0.02068522 0.02069908 0.02070778 0.02071325
#> [31,] 0.02079112 0.02076560 0.02074956 0.02073949
#> [32,] 0.02072597 0.02072468 0.02072386 0.02072335
#> [33,] 0.02082655 0.02078785 0.02076354 0.02074827
#> [34,] 0.02073546 0.02073063 0.02072760 0.02072570
#> [35,] 0.02094117 0.02085984 0.02080875 0.02077666
#> [36,] 0.02072978 0.02072707 0.02072536 0.02072429
#> [37,] 0.02071396 0.02071713 0.02071912 0.02072037
#> [38,] 0.02070955 0.02071436 0.02071738 0.02071928
#> [39,] 0.02074787 0.02073843 0.02073250 0.02072877
#> [40,] 0.02073849 0.02073254 0.02072880 0.02072645
#> [41,] 0.02095660 0.02086952 0.02081483 0.02078048
#> [42,] 0.02072299 0.02072280 0.02072268 0.02072261
#> [43,] 0.02066996 0.02068950 0.02070176 0.02070947
#> [44,] 0.02068565 0.02069935 0.02070795 0.02071336
#> [45,] 0.02068199 0.02069705 0.02070651 0.02071245
#> [46,] 0.02075539 0.02074315 0.02073546 0.02073063
#> [47,] 0.02064708 0.02067512 0.02069274 0.02070380
#> [48,] 0.02077066 0.02075274 0.02074149 0.02073442
#> [49,] 0.02066895 0.02068886 0.02070137 0.02070922
#> [50,] 0.02084882 0.02080183 0.02077232 0.02075378
#> [51,] 0.02070259 0.02070999 0.02071464 0.02071755
#> [52,] 0.02069878 0.02070760 0.02071313 0.02071661
#> [53,] 0.02075074 0.02074023 0.02073363 0.02072948
#> [54,] 0.02061480 0.02065485 0.02068000 0.02069580
#> [55,] 0.02070302 0.02071026 0.02071480 0.02071766
#> [56,] 0.02080582 0.02077483 0.02075536 0.02074313
#> [57,] 0.02075248 0.02074132 0.02073432 0.02072991
#> [58,] 0.02080961 0.02077721 0.02075685 0.02074407
#> [59,] 0.02084070 0.02079673 0.02076911 0.02075177
#> [60,] 0.02072809 0.02072600 0.02072469 0.02072387
#> [61,] 0.02062026 0.02065828 0.02068216 0.02069716
#> [62,] 0.02069214 0.02070343 0.02071051 0.02071497
#> [63,] 0.02070630 0.02071232 0.02071610 0.02071847
#> [64,] 0.02069574 0.02070569 0.02071193 0.02071586
#> [65,] 0.02072078 0.02072141 0.02072181 0.02072206
#> [66,] 0.02061330 0.02065390 0.02067941 0.02069543
#> [67,] 0.02063508 0.02066759 0.02068800 0.02070083
#> [68,] 0.02070010 0.02070842 0.02071365 0.02071694
#> [69,] 0.02059799 0.02064429 0.02067337 0.02069164
#> [70,] 0.02055989 0.02062036 0.02065834 0.02068220
#> [71,] 0.02070289 0.02071017 0.02071475 0.02071763
#> [72,] 0.02065381 0.02067935 0.02069539 0.02070547
#> [73,] 0.02082741 0.02078839 0.02076387 0.02074848
#> [74,] 0.02084904 0.02080197 0.02077240 0.02075384
#> [75,] 0.02079083 0.02076541 0.02074944 0.02073942
#> [76,] 0.02069690 0.02070642 0.02071239 0.02071614
#> [77,] 0.02072601 0.02072470 0.02072387 0.02072336
#> [78,] 0.02067408 0.02069208 0.02070339 0.02071049
#> [79,] 0.02082625 0.02078766 0.02076342 0.02074819
#> [80,] 0.02060906 0.02065125 0.02067774 0.02069438
#> 2310129.70008316 3678379.77182862 5857020.81805667 9326033.46883218
#> [1,] 0.02075178 0.02074088 0.02073404 0.02072974
#> [2,] 0.02072858 0.02072631 0.02072489 0.02072399
#> [3,] 0.02071551 0.02071811 0.02071973 0.02072076
#> [4,] 0.02069605 0.02070588 0.02071205 0.02071593
#> [5,] 0.02071547 0.02071808 0.02071972 0.02072075
#> [6,] 0.02072594 0.02072465 0.02072384 0.02072334
#> [7,] 0.02073761 0.02073198 0.02072845 0.02072623
#> [8,] 0.02072912 0.02072665 0.02072510 0.02072413
#> [9,] 0.02071533 0.02071799 0.02071966 0.02072071
#> [10,] 0.02071842 0.02071993 0.02072088 0.02072147
#> [11,] 0.02072720 0.02072544 0.02072434 0.02072365
#> [12,] 0.02072706 0.02072536 0.02072429 0.02072362
#> [13,] 0.02071686 0.02071895 0.02072026 0.02072109
#> [14,] 0.02068302 0.02069770 0.02070692 0.02071271
#> [15,] 0.02072043 0.02072120 0.02072167 0.02072197
#> [16,] 0.02071612 0.02071849 0.02071997 0.02072091
#> [17,] 0.02073986 0.02073340 0.02072934 0.02072679
#> [18,] 0.02072524 0.02072421 0.02072357 0.02072316
#> [19,] 0.02073970 0.02073329 0.02072927 0.02072675
#> [20,] 0.02072349 0.02072311 0.02072288 0.02072273
#> [21,] 0.02072560 0.02072444 0.02072371 0.02072325
#> [22,] 0.02072273 0.02072263 0.02072258 0.02072254
#> [23,] 0.02071409 0.02071721 0.02071917 0.02072040
#> [24,] 0.02074485 0.02073653 0.02073131 0.02072802
#> [25,] 0.02070842 0.02071365 0.02071693 0.02071900
#> [26,] 0.02072989 0.02072714 0.02072541 0.02072432
#> [27,] 0.02070355 0.02071059 0.02071501 0.02071779
#> [28,] 0.02070494 0.02071146 0.02071556 0.02071814
#> [29,] 0.02071225 0.02071606 0.02071845 0.02071995
#> [30,] 0.02071668 0.02071884 0.02072020 0.02072105
#> [31,] 0.02073316 0.02072919 0.02072669 0.02072513
#> [32,] 0.02072303 0.02072282 0.02072270 0.02072262
#> [33,] 0.02073867 0.02073265 0.02072887 0.02072649
#> [34,] 0.02072450 0.02072375 0.02072328 0.02072298
#> [35,] 0.02075651 0.02074385 0.02073590 0.02073091
#> [36,] 0.02072362 0.02072319 0.02072293 0.02072276
#> [37,] 0.02072116 0.02072165 0.02072196 0.02072215
#> [38,] 0.02072047 0.02072122 0.02072169 0.02072198
#> [39,] 0.02072643 0.02072496 0.02072404 0.02072346
#> [40,] 0.02072497 0.02072405 0.02072346 0.02072310
#> [41,] 0.02075891 0.02074536 0.02073685 0.02073151
#> [42,] 0.02072256 0.02072253 0.02072251 0.02072250
#> [43,] 0.02071431 0.02071735 0.02071926 0.02072046
#> [44,] 0.02071675 0.02071888 0.02072022 0.02072106
#> [45,] 0.02071618 0.02071853 0.02072000 0.02072092
#> [46,] 0.02072760 0.02072570 0.02072450 0.02072375
#> [47,] 0.02071075 0.02071511 0.02071785 0.02071958
#> [48,] 0.02072998 0.02072719 0.02072544 0.02072434
#> [49,] 0.02071415 0.02071725 0.02071920 0.02072042
#> [50,] 0.02074214 0.02073483 0.02073024 0.02072735
#> [51,] 0.02071939 0.02072054 0.02072126 0.02072172
#> [52,] 0.02071879 0.02072017 0.02072103 0.02072157
#> [53,] 0.02072688 0.02072524 0.02072422 0.02072357
#> [54,] 0.02070573 0.02071196 0.02071587 0.02071833
#> [55,] 0.02071945 0.02072058 0.02072129 0.02072173
#> [56,] 0.02073545 0.02073063 0.02072760 0.02072569
#> [57,] 0.02072715 0.02072541 0.02072432 0.02072364
#> [58,] 0.02073604 0.02073100 0.02072783 0.02072584
#> [59,] 0.02074088 0.02073403 0.02072974 0.02072704
#> [60,] 0.02072335 0.02072303 0.02072283 0.02072270
#> [61,] 0.02070658 0.02071249 0.02071621 0.02071854
#> [62,] 0.02071776 0.02071952 0.02072062 0.02072131
#> [63,] 0.02071996 0.02072090 0.02072149 0.02072186
#> [64,] 0.02071832 0.02071987 0.02072084 0.02072145
#> [65,] 0.02072222 0.02072232 0.02072238 0.02072242
#> [66,] 0.02070549 0.02071181 0.02071578 0.02071827
#> [67,] 0.02070888 0.02071394 0.02071712 0.02071911
#> [68,] 0.02071900 0.02072029 0.02072111 0.02072162
#> [69,] 0.02070311 0.02071032 0.02071484 0.02071768
#> [70,] 0.02069718 0.02070659 0.02071250 0.02071621
#> [71,] 0.02071943 0.02072057 0.02072128 0.02072173
#> [72,] 0.02071180 0.02071577 0.02071827 0.02071983
#> [73,] 0.02073881 0.02073274 0.02072892 0.02072653
#> [74,] 0.02074217 0.02073485 0.02073025 0.02072736
#> [75,] 0.02073312 0.02072916 0.02072668 0.02072512
#> [76,] 0.02071850 0.02071998 0.02072091 0.02072150
#> [77,] 0.02072303 0.02072283 0.02072270 0.02072262
#> [78,] 0.02071495 0.02071775 0.02071951 0.02072062
#> [79,] 0.02073863 0.02073262 0.02072885 0.02072648
#> [80,] 0.02070483 0.02071140 0.02071552 0.02071811
#> 14849682.6225447 23644894.1264541 37649358.0679246 59948425.0318942
#> [1,] 0.02072704 0.02072534 0.02072428 0.02072361
#> [2,] 0.02072343 0.02072308 0.02072286 0.02072272
#> [3,] 0.02072140 0.02072180 0.02072205 0.02072221
#> [4,] 0.02071837 0.02071990 0.02072086 0.02072146
#> [5,] 0.02072139 0.02072180 0.02072205 0.02072221
#> [6,] 0.02072302 0.02072282 0.02072269 0.02072261
#> [7,] 0.02072484 0.02072396 0.02072341 0.02072306
#> [8,] 0.02072351 0.02072313 0.02072289 0.02072274
#> [9,] 0.02072137 0.02072178 0.02072204 0.02072221
#> [10,] 0.02072185 0.02072208 0.02072223 0.02072232
#> [11,] 0.02072322 0.02072294 0.02072277 0.02072266
#> [12,] 0.02072319 0.02072293 0.02072276 0.02072266
#> [13,] 0.02072161 0.02072193 0.02072214 0.02072226
#> [14,] 0.02071634 0.02071863 0.02072006 0.02072096
#> [15,] 0.02072216 0.02072228 0.02072236 0.02072240
#> [16,] 0.02072149 0.02072186 0.02072209 0.02072224
#> [17,] 0.02072519 0.02072418 0.02072355 0.02072315
#> [18,] 0.02072291 0.02072275 0.02072265 0.02072259
#> [19,] 0.02072516 0.02072416 0.02072354 0.02072314
#> [20,] 0.02072264 0.02072258 0.02072254 0.02072252
#> [21,] 0.02072297 0.02072279 0.02072267 0.02072260
#> [22,] 0.02072252 0.02072251 0.02072250 0.02072249
#> [23,] 0.02072118 0.02072166 0.02072197 0.02072216
#> [24,] 0.02072596 0.02072467 0.02072385 0.02072334
#> [25,] 0.02072029 0.02072111 0.02072162 0.02072194
#> [26,] 0.02072363 0.02072321 0.02072294 0.02072277
#> [27,] 0.02071954 0.02072063 0.02072132 0.02072175
#> [28,] 0.02071975 0.02072077 0.02072141 0.02072181
#> [29,] 0.02072089 0.02072148 0.02072185 0.02072209
#> [30,] 0.02072158 0.02072192 0.02072213 0.02072226
#> [31,] 0.02072414 0.02072353 0.02072314 0.02072289
#> [32,] 0.02072257 0.02072253 0.02072251 0.02072250
#> [33,] 0.02072500 0.02072406 0.02072348 0.02072311
#> [34,] 0.02072280 0.02072268 0.02072261 0.02072256
#> [35,] 0.02072778 0.02072581 0.02072457 0.02072379
#> [36,] 0.02072266 0.02072259 0.02072255 0.02072253
#> [37,] 0.02072228 0.02072235 0.02072240 0.02072243
#> [38,] 0.02072217 0.02072228 0.02072236 0.02072240
#> [39,] 0.02072310 0.02072287 0.02072272 0.02072263
#> [40,] 0.02072287 0.02072272 0.02072263 0.02072258
#> [41,] 0.02072815 0.02072604 0.02072472 0.02072389
#> [42,] 0.02072249 0.02072249 0.02072249 0.02072248
#> [43,] 0.02072121 0.02072168 0.02072198 0.02072217
#> [44,] 0.02072159 0.02072192 0.02072213 0.02072226
#> [45,] 0.02072150 0.02072187 0.02072209 0.02072224
#> [46,] 0.02072328 0.02072298 0.02072280 0.02072268
#> [47,] 0.02072066 0.02072134 0.02072176 0.02072203
#> [48,] 0.02072365 0.02072321 0.02072294 0.02072277
#> [49,] 0.02072119 0.02072167 0.02072197 0.02072216
#> [50,] 0.02072554 0.02072440 0.02072369 0.02072324
#> [51,] 0.02072200 0.02072218 0.02072229 0.02072236
#> [52,] 0.02072191 0.02072212 0.02072226 0.02072234
#> [53,] 0.02072317 0.02072291 0.02072275 0.02072265
#> [54,] 0.02071987 0.02072084 0.02072145 0.02072184
#> [55,] 0.02072201 0.02072219 0.02072230 0.02072236
#> [56,] 0.02072450 0.02072375 0.02072328 0.02072298
#> [57,] 0.02072321 0.02072294 0.02072277 0.02072266
#> [58,] 0.02072459 0.02072381 0.02072331 0.02072300
#> [59,] 0.02072534 0.02072428 0.02072361 0.02072319
#> [60,] 0.02072262 0.02072257 0.02072254 0.02072252
#> [61,] 0.02072001 0.02072093 0.02072151 0.02072187
#> [62,] 0.02072175 0.02072202 0.02072219 0.02072230
#> [63,] 0.02072209 0.02072224 0.02072233 0.02072238
#> [64,] 0.02072183 0.02072208 0.02072223 0.02072232
#> [65,] 0.02072244 0.02072246 0.02072247 0.02072247
#> [66,] 0.02071984 0.02072082 0.02072144 0.02072183
#> [67,] 0.02072037 0.02072115 0.02072165 0.02072196
#> [68,] 0.02072194 0.02072214 0.02072227 0.02072235
#> [69,] 0.02071947 0.02072059 0.02072129 0.02072173
#> [70,] 0.02071855 0.02072001 0.02072093 0.02072151
#> [71,] 0.02072201 0.02072218 0.02072229 0.02072236
#> [72,] 0.02072082 0.02072144 0.02072183 0.02072207
#> [73,] 0.02072502 0.02072408 0.02072348 0.02072311
#> [74,] 0.02072555 0.02072441 0.02072369 0.02072324
#> [75,] 0.02072414 0.02072352 0.02072313 0.02072289
#> [76,] 0.02072186 0.02072209 0.02072224 0.02072233
#> [77,] 0.02072257 0.02072254 0.02072252 0.02072250
#> [78,] 0.02072131 0.02072175 0.02072202 0.02072219
#> [79,] 0.02072499 0.02072406 0.02072347 0.02072310
#> [80,] 0.02071974 0.02072076 0.02072140 0.02072180
#> 95454845.6661833 151991108.295293 242012826.479438 385352859.371052
#> [1,] 0.02072319 0.02072293 0.02072276 0.02072266
#> [2,] 0.02072263 0.02072257 0.02072254 0.02072252
#> [3,] 0.02072231 0.02072238 0.02072242 0.02072244
#> [4,] 0.02072184 0.02072208 0.02072223 0.02072232
#> [5,] 0.02072231 0.02072238 0.02072241 0.02072244
#> [6,] 0.02072257 0.02072253 0.02072251 0.02072250
#> [7,] 0.02072285 0.02072271 0.02072263 0.02072257
#> [8,] 0.02072264 0.02072258 0.02072254 0.02072252
#> [9,] 0.02072231 0.02072237 0.02072241 0.02072244
#> [10,] 0.02072238 0.02072242 0.02072244 0.02072246
#> [11,] 0.02072260 0.02072255 0.02072253 0.02072251
#> [12,] 0.02072259 0.02072255 0.02072253 0.02072251
#> [13,] 0.02072235 0.02072240 0.02072243 0.02072245
#> [14,] 0.02072153 0.02072188 0.02072210 0.02072224
#> [15,] 0.02072243 0.02072245 0.02072246 0.02072247
#> [16,] 0.02072233 0.02072238 0.02072242 0.02072244
#> [17,] 0.02072290 0.02072275 0.02072265 0.02072259
#> [18,] 0.02072255 0.02072252 0.02072251 0.02072250
#> [19,] 0.02072290 0.02072274 0.02072265 0.02072258
#> [20,] 0.02072251 0.02072250 0.02072249 0.02072249
#> [21,] 0.02072256 0.02072253 0.02072251 0.02072250
#> [22,] 0.02072249 0.02072249 0.02072248 0.02072248
#> [23,] 0.02072228 0.02072235 0.02072240 0.02072243
#> [24,] 0.02072302 0.02072282 0.02072270 0.02072262
#> [25,] 0.02072214 0.02072227 0.02072235 0.02072240
#> [26,] 0.02072266 0.02072259 0.02072255 0.02072253
#> [27,] 0.02072202 0.02072219 0.02072230 0.02072237
#> [28,] 0.02072206 0.02072221 0.02072231 0.02072238
#> [29,] 0.02072223 0.02072233 0.02072238 0.02072242
#> [30,] 0.02072234 0.02072239 0.02072243 0.02072245
#> [31,] 0.02072274 0.02072264 0.02072258 0.02072255
#> [32,] 0.02072249 0.02072249 0.02072249 0.02072248
#> [33,] 0.02072287 0.02072273 0.02072264 0.02072258
#> [34,] 0.02072253 0.02072251 0.02072250 0.02072249
#> [35,] 0.02072331 0.02072300 0.02072281 0.02072269
#> [36,] 0.02072251 0.02072250 0.02072249 0.02072249
#> [37,] 0.02072245 0.02072246 0.02072247 0.02072247
#> [38,] 0.02072243 0.02072245 0.02072246 0.02072247
#> [39,] 0.02072258 0.02072254 0.02072252 0.02072251
#> [40,] 0.02072254 0.02072252 0.02072251 0.02072250
#> [41,] 0.02072336 0.02072304 0.02072283 0.02072270
#> [42,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [43,] 0.02072228 0.02072236 0.02072240 0.02072243
#> [44,] 0.02072234 0.02072239 0.02072243 0.02072245
#> [45,] 0.02072233 0.02072239 0.02072242 0.02072244
#> [46,] 0.02072261 0.02072256 0.02072253 0.02072251
#> [47,] 0.02072220 0.02072230 0.02072237 0.02072241
#> [48,] 0.02072266 0.02072260 0.02072255 0.02072253
#> [49,] 0.02072228 0.02072235 0.02072240 0.02072243
#> [50,] 0.02072296 0.02072278 0.02072267 0.02072260
#> [51,] 0.02072241 0.02072243 0.02072245 0.02072246
#> [52,] 0.02072239 0.02072243 0.02072245 0.02072246
#> [53,] 0.02072259 0.02072255 0.02072252 0.02072251
#> [54,] 0.02072208 0.02072223 0.02072232 0.02072238
#> [55,] 0.02072241 0.02072244 0.02072245 0.02072246
#> [56,] 0.02072280 0.02072268 0.02072261 0.02072256
#> [57,] 0.02072259 0.02072255 0.02072253 0.02072251
#> [58,] 0.02072281 0.02072269 0.02072261 0.02072256
#> [59,] 0.02072293 0.02072276 0.02072266 0.02072259
#> [60,] 0.02072250 0.02072249 0.02072249 0.02072249
#> [61,] 0.02072210 0.02072224 0.02072233 0.02072239
#> [62,] 0.02072237 0.02072241 0.02072244 0.02072245
#> [63,] 0.02072242 0.02072244 0.02072246 0.02072247
#> [64,] 0.02072238 0.02072242 0.02072244 0.02072246
#> [65,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [66,] 0.02072207 0.02072222 0.02072232 0.02072238
#> [67,] 0.02072215 0.02072227 0.02072235 0.02072240
#> [68,] 0.02072240 0.02072243 0.02072245 0.02072246
#> [69,] 0.02072201 0.02072219 0.02072230 0.02072237
#> [70,] 0.02072187 0.02072210 0.02072224 0.02072233
#> [71,] 0.02072241 0.02072244 0.02072245 0.02072246
#> [72,] 0.02072222 0.02072232 0.02072238 0.02072242
#> [73,] 0.02072288 0.02072273 0.02072264 0.02072258
#> [74,] 0.02072296 0.02072278 0.02072267 0.02072260
#> [75,] 0.02072274 0.02072264 0.02072258 0.02072255
#> [76,] 0.02072239 0.02072242 0.02072244 0.02072246
#> [77,] 0.02072249 0.02072249 0.02072249 0.02072248
#> [78,] 0.02072230 0.02072237 0.02072241 0.02072244
#> [79,] 0.02072287 0.02072273 0.02072264 0.02072258
#> [80,] 0.02072205 0.02072221 0.02072231 0.02072238
#> 613590727.341319 977009957.299225 1555676143.93047 2477076355.99171
#> [1,] 0.02072259 0.02072255 0.02072253 0.02072251
#> [2,] 0.02072250 0.02072250 0.02072249 0.02072249
#> [3,] 0.02072246 0.02072247 0.02072247 0.02072248
#> [4,] 0.02072238 0.02072242 0.02072244 0.02072246
#> [5,] 0.02072246 0.02072246 0.02072247 0.02072247
#> [6,] 0.02072249 0.02072249 0.02072249 0.02072248
#> [7,] 0.02072254 0.02072252 0.02072250 0.02072250
#> [8,] 0.02072251 0.02072250 0.02072249 0.02072249
#> [9,] 0.02072245 0.02072246 0.02072247 0.02072247
#> [10,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [11,] 0.02072250 0.02072249 0.02072249 0.02072249
#> [12,] 0.02072250 0.02072249 0.02072249 0.02072249
#> [13,] 0.02072246 0.02072247 0.02072247 0.02072248
#> [14,] 0.02072233 0.02072239 0.02072242 0.02072244
#> [15,] 0.02072247 0.02072248 0.02072248 0.02072248
#> [16,] 0.02072246 0.02072247 0.02072247 0.02072248
#> [17,] 0.02072255 0.02072252 0.02072251 0.02072250
#> [18,] 0.02072249 0.02072249 0.02072249 0.02072248
#> [19,] 0.02072255 0.02072252 0.02072251 0.02072250
#> [20,] 0.02072249 0.02072248 0.02072248 0.02072248
#> [21,] 0.02072249 0.02072249 0.02072249 0.02072248
#> [22,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [23,] 0.02072245 0.02072246 0.02072247 0.02072247
#> [24,] 0.02072257 0.02072253 0.02072251 0.02072250
#> [25,] 0.02072243 0.02072245 0.02072246 0.02072247
#> [26,] 0.02072251 0.02072250 0.02072249 0.02072249
#> [27,] 0.02072241 0.02072244 0.02072245 0.02072246
#> [28,] 0.02072242 0.02072244 0.02072246 0.02072247
#> [29,] 0.02072244 0.02072246 0.02072247 0.02072247
#> [30,] 0.02072246 0.02072247 0.02072247 0.02072248
#> [31,] 0.02072252 0.02072251 0.02072250 0.02072249
#> [32,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [33,] 0.02072254 0.02072252 0.02072251 0.02072250
#> [34,] 0.02072249 0.02072249 0.02072248 0.02072248
#> [35,] 0.02072261 0.02072256 0.02072253 0.02072251
#> [36,] 0.02072249 0.02072248 0.02072248 0.02072248
#> [37,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [38,] 0.02072247 0.02072248 0.02072248 0.02072248
#> [39,] 0.02072250 0.02072249 0.02072249 0.02072249
#> [40,] 0.02072249 0.02072249 0.02072249 0.02072248
#> [41,] 0.02072262 0.02072257 0.02072254 0.02072252
#> [42,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [43,] 0.02072245 0.02072246 0.02072247 0.02072247
#> [44,] 0.02072246 0.02072247 0.02072247 0.02072248
#> [45,] 0.02072246 0.02072247 0.02072247 0.02072248
#> [46,] 0.02072250 0.02072249 0.02072249 0.02072249
#> [47,] 0.02072244 0.02072245 0.02072246 0.02072247
#> [48,] 0.02072251 0.02072250 0.02072249 0.02072249
#> [49,] 0.02072245 0.02072246 0.02072247 0.02072247
#> [50,] 0.02072256 0.02072253 0.02072251 0.02072250
#> [51,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [52,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [53,] 0.02072250 0.02072249 0.02072249 0.02072249
#> [54,] 0.02072242 0.02072244 0.02072246 0.02072247
#> [55,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [56,] 0.02072253 0.02072251 0.02072250 0.02072249
#> [57,] 0.02072250 0.02072249 0.02072249 0.02072249
#> [58,] 0.02072253 0.02072251 0.02072250 0.02072249
#> [59,] 0.02072255 0.02072253 0.02072251 0.02072250
#> [60,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [61,] 0.02072242 0.02072244 0.02072246 0.02072247
#> [62,] 0.02072246 0.02072247 0.02072247 0.02072248
#> [63,] 0.02072247 0.02072248 0.02072248 0.02072248
#> [64,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [65,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [66,] 0.02072242 0.02072244 0.02072246 0.02072247
#> [67,] 0.02072243 0.02072245 0.02072246 0.02072247
#> [68,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [69,] 0.02072241 0.02072244 0.02072245 0.02072246
#> [70,] 0.02072239 0.02072242 0.02072244 0.02072246
#> [71,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [72,] 0.02072244 0.02072246 0.02072247 0.02072247
#> [73,] 0.02072254 0.02072252 0.02072251 0.02072250
#> [74,] 0.02072256 0.02072253 0.02072251 0.02072250
#> [75,] 0.02072252 0.02072251 0.02072250 0.02072249
#> [76,] 0.02072247 0.02072247 0.02072248 0.02072248
#> [77,] 0.02072248 0.02072248 0.02072248 0.02072248
#> [78,] 0.02072245 0.02072246 0.02072247 0.02072247
#> [79,] 0.02072254 0.02072252 0.02072251 0.02072250
#> [80,] 0.02072242 0.02072244 0.02072246 0.02072247
#> 3944206059.43765 6280291441.83427 1e+10
#> [1,] 0.02072250 0.02072249 0.02072249
#> [2,] 0.02072249 0.02072248 0.02072248
#> [3,] 0.02072248 0.02072248 0.02072248
#> [4,] 0.02072247 0.02072247 0.02072248
#> [5,] 0.02072248 0.02072248 0.02072248
#> [6,] 0.02072248 0.02072248 0.02072248
#> [7,] 0.02072249 0.02072249 0.02072249
#> [8,] 0.02072249 0.02072248 0.02072248
#> [9,] 0.02072248 0.02072248 0.02072248
#> [10,] 0.02072248 0.02072248 0.02072248
#> [11,] 0.02072248 0.02072248 0.02072248
#> [12,] 0.02072248 0.02072248 0.02072248
#> [13,] 0.02072248 0.02072248 0.02072248
#> [14,] 0.02072246 0.02072247 0.02072247
#> [15,] 0.02072248 0.02072248 0.02072248
#> [16,] 0.02072248 0.02072248 0.02072248
#> [17,] 0.02072249 0.02072249 0.02072249
#> [18,] 0.02072248 0.02072248 0.02072248
#> [19,] 0.02072249 0.02072249 0.02072249
#> [20,] 0.02072248 0.02072248 0.02072248
#> [21,] 0.02072248 0.02072248 0.02072248
#> [22,] 0.02072248 0.02072248 0.02072248
#> [23,] 0.02072248 0.02072248 0.02072248
#> [24,] 0.02072249 0.02072249 0.02072249
#> [25,] 0.02072247 0.02072248 0.02072248
#> [26,] 0.02072249 0.02072248 0.02072248
#> [27,] 0.02072247 0.02072247 0.02072248
#> [28,] 0.02072247 0.02072248 0.02072248
#> [29,] 0.02072248 0.02072248 0.02072248
#> [30,] 0.02072248 0.02072248 0.02072248
#> [31,] 0.02072249 0.02072249 0.02072248
#> [32,] 0.02072248 0.02072248 0.02072248
#> [33,] 0.02072249 0.02072249 0.02072249
#> [34,] 0.02072248 0.02072248 0.02072248
#> [35,] 0.02072250 0.02072249 0.02072249
#> [36,] 0.02072248 0.02072248 0.02072248
#> [37,] 0.02072248 0.02072248 0.02072248
#> [38,] 0.02072248 0.02072248 0.02072248
#> [39,] 0.02072248 0.02072248 0.02072248
#> [40,] 0.02072248 0.02072248 0.02072248
#> [41,] 0.02072250 0.02072249 0.02072249
#> [42,] 0.02072248 0.02072248 0.02072248
#> [43,] 0.02072248 0.02072248 0.02072248
#> [44,] 0.02072248 0.02072248 0.02072248
#> [45,] 0.02072248 0.02072248 0.02072248
#> [46,] 0.02072248 0.02072248 0.02072248
#> [47,] 0.02072247 0.02072248 0.02072248
#> [48,] 0.02072249 0.02072248 0.02072248
#> [49,] 0.02072248 0.02072248 0.02072248
#> [50,] 0.02072249 0.02072249 0.02072249
#> [51,] 0.02072248 0.02072248 0.02072248
#> [52,] 0.02072248 0.02072248 0.02072248
#> [53,] 0.02072248 0.02072248 0.02072248
#> [54,] 0.02072247 0.02072248 0.02072248
#> [55,] 0.02072248 0.02072248 0.02072248
#> [56,] 0.02072249 0.02072249 0.02072248
#> [57,] 0.02072248 0.02072248 0.02072248
#> [58,] 0.02072249 0.02072249 0.02072248
#> [59,] 0.02072249 0.02072249 0.02072249
#> [60,] 0.02072248 0.02072248 0.02072248
#> [61,] 0.02072247 0.02072248 0.02072248
#> [62,] 0.02072248 0.02072248 0.02072248
#> [63,] 0.02072248 0.02072248 0.02072248
#> [64,] 0.02072248 0.02072248 0.02072248
#> [65,] 0.02072248 0.02072248 0.02072248
#> [66,] 0.02072247 0.02072248 0.02072248
#> [67,] 0.02072247 0.02072248 0.02072248
#> [68,] 0.02072248 0.02072248 0.02072248
#> [69,] 0.02072247 0.02072247 0.02072248
#> [70,] 0.02072247 0.02072247 0.02072248
#> [71,] 0.02072248 0.02072248 0.02072248
#> [72,] 0.02072248 0.02072248 0.02072248
#> [73,] 0.02072249 0.02072249 0.02072249
#> [74,] 0.02072249 0.02072249 0.02072249
#> [75,] 0.02072249 0.02072249 0.02072248
#> [76,] 0.02072248 0.02072248 0.02072248
#> [77,] 0.02072248 0.02072248 0.02072248
#> [78,] 0.02072248 0.02072248 0.02072248
#> [79,] 0.02072249 0.02072249 0.02072249
#> [80,] 0.02072247 0.02072248 0.02072248
#>
#> $residuals
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> [1,] 1.00685506 1.00685506 1.00685506
#> [2,] 0.17646741 0.17646741 0.17646741
#> [3,] -0.77432759 -0.77432759 -0.77432759
#> [4,] 0.47680700 0.47680700 0.47680700
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974046 0.02974046
#> [7,] -0.20287694 -0.20287694 -0.20287694
#> [8,] 0.66066496 0.66066496 0.66066496
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222967 -0.12222967
#> [11,] -1.41635093 -1.41635093 -1.41635093
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676555 -1.24676555
#> [14,] 1.67571051 1.67571051 1.67571051
#> [15,] 0.77362754 0.77362754 0.77362754
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501490 0.06501490 0.06501490
#> [18,] 0.75877239 0.75877239 0.75877239
#> [19,] -0.34896354 -0.34896354 -0.34896354
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470330 -0.54470330 -0.54470330
#> [22,] 0.94073610 0.94073610 0.94073610
#> [23,] -0.24890218 -0.24890218 -0.24890218
#> [24,] -0.45990364 -0.45990364 -0.45990364
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068564 0.66068564 0.66068564
#> [28,] -2.68869844 -2.68869844 -2.68869844
#> [29,] -0.31660954 -0.31660954 -0.31660954
#> [30,] -1.32345463 -1.32345463 -1.32345463
#> [31,] -0.03303522 -0.03303522 -0.03303522
#> [32,] -1.18516223 -1.18516223 -1.18516223
#> [33,] -0.37681343 -0.37681343 -0.37681343
#> [34,] -1.57506019 -1.57506019 -1.57506019
#> [35,] -0.31286715 -0.31286715 -0.31286715
#> [36,] 1.35984047 1.35984047 1.35984047
#> [37,] 0.54399353 0.54399353 0.54399353
#> [38,] 0.29879055 0.29879055 0.29879055
#> [39,] -0.37766476 -0.37766476 -0.37766476
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850122 -0.18850122 -0.18850122
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838774 -0.54838774
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929791 -0.31929791
#> [46,] -0.34521970 -0.34521970 -0.34521970
#> [47,] -0.42034349 -0.42034349 -0.42034349
#> [48,] -0.40093271 -0.40093271 -0.40093271
#> [49,] -1.41378171 -1.41378171 -1.41378171
#> [50,] -0.40059195 -0.40059195 -0.40059195
#> [51,] 0.31742390 0.31742390 0.31742390
#> [52,] -0.28383468 -0.28383468 -0.28383468
#> [53,] -0.74259517 -0.74259517 -0.74259517
#> [54,] 0.52273843 0.52273843 0.52273843
#> [55,] 1.78388123 1.78388123 1.78388123
#> [56,] -0.50681657 -0.50681657 -0.50681657
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401024
#> [59,] -0.44590610 -0.44590610 -0.44590610
#> [60,] 0.96219822 0.96219822 0.96219822
#> [61,] -0.77177023 -0.77177023 -0.77177023
#> [62,] 0.05409516 0.05409516 0.05409516
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650349
#> [65,] 0.84840013 0.84840013 0.84840013
#> [66,] 0.24911343 0.24911343 0.24911343
#> [67,] 0.92473895 0.92473895 0.92473895
#> [68,] 0.43953787 0.43953787 0.43953787
#> [69,] -0.58753249 -0.58753249 -0.58753249
#> [70,] 1.33224378 1.33224378 1.33224378
#> [71,] -0.20868992 -0.20868992 -0.20868992
#> [72,] -0.49537089 -0.49537089 -0.49537089
#> [73,] -0.07297584 -0.07297584 -0.07297584
#> [74,] 0.03890532 0.03890532 0.03890532
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775427 -1.55775427
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070146 1.56070146 1.56070146
#> [80,] -1.79899738 -1.79899738 -1.79899738
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> [1,] 1.00685506 1.00685506 1.00685506
#> [2,] 0.17646741 0.17646741 0.17646741
#> [3,] -0.77432759 -0.77432759 -0.77432759
#> [4,] 0.47680700 0.47680700 0.47680700
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974046 0.02974046
#> [7,] -0.20287694 -0.20287694 -0.20287694
#> [8,] 0.66066496 0.66066496 0.66066496
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222967 -0.12222967
#> [11,] -1.41635093 -1.41635093 -1.41635093
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676555 -1.24676555
#> [14,] 1.67571051 1.67571051 1.67571051
#> [15,] 0.77362754 0.77362754 0.77362754
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501490 0.06501490 0.06501490
#> [18,] 0.75877239 0.75877239 0.75877239
#> [19,] -0.34896354 -0.34896354 -0.34896354
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470330 -0.54470330 -0.54470330
#> [22,] 0.94073610 0.94073610 0.94073610
#> [23,] -0.24890218 -0.24890218 -0.24890218
#> [24,] -0.45990364 -0.45990364 -0.45990364
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068564 0.66068564 0.66068564
#> [28,] -2.68869844 -2.68869844 -2.68869844
#> [29,] -0.31660954 -0.31660954 -0.31660954
#> [30,] -1.32345463 -1.32345463 -1.32345463
#> [31,] -0.03303522 -0.03303522 -0.03303522
#> [32,] -1.18516223 -1.18516223 -1.18516223
#> [33,] -0.37681343 -0.37681343 -0.37681343
#> [34,] -1.57506019 -1.57506019 -1.57506019
#> [35,] -0.31286715 -0.31286715 -0.31286715
#> [36,] 1.35984047 1.35984047 1.35984047
#> [37,] 0.54399353 0.54399353 0.54399353
#> [38,] 0.29879055 0.29879055 0.29879055
#> [39,] -0.37766476 -0.37766476 -0.37766476
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850122 -0.18850122 -0.18850122
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838774 -0.54838774
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929791 -0.31929791
#> [46,] -0.34521970 -0.34521970 -0.34521970
#> [47,] -0.42034349 -0.42034349 -0.42034349
#> [48,] -0.40093271 -0.40093271 -0.40093271
#> [49,] -1.41378171 -1.41378171 -1.41378171
#> [50,] -0.40059195 -0.40059195 -0.40059195
#> [51,] 0.31742390 0.31742390 0.31742390
#> [52,] -0.28383468 -0.28383468 -0.28383468
#> [53,] -0.74259517 -0.74259517 -0.74259517
#> [54,] 0.52273843 0.52273843 0.52273843
#> [55,] 1.78388123 1.78388123 1.78388123
#> [56,] -0.50681657 -0.50681657 -0.50681657
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401024
#> [59,] -0.44590610 -0.44590610 -0.44590610
#> [60,] 0.96219822 0.96219822 0.96219822
#> [61,] -0.77177023 -0.77177023 -0.77177023
#> [62,] 0.05409516 0.05409516 0.05409516
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650349
#> [65,] 0.84840013 0.84840013 0.84840013
#> [66,] 0.24911343 0.24911343 0.24911343
#> [67,] 0.92473895 0.92473895 0.92473895
#> [68,] 0.43953787 0.43953787 0.43953787
#> [69,] -0.58753249 -0.58753249 -0.58753249
#> [70,] 1.33224378 1.33224378 1.33224378
#> [71,] -0.20868992 -0.20868992 -0.20868992
#> [72,] -0.49537089 -0.49537089 -0.49537089
#> [73,] -0.07297584 -0.07297584 -0.07297584
#> [74,] 0.03890532 0.03890532 0.03890532
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775427 -1.55775427
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070146 1.56070146 1.56070146
#> [80,] -1.79899738 -1.79899738 -1.79899738
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> [1,] 1.00685506 1.00685506 1.00685506
#> [2,] 0.17646741 0.17646741 0.17646741
#> [3,] -0.77432759 -0.77432759 -0.77432759
#> [4,] 0.47680700 0.47680700 0.47680700
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974046 0.02974046
#> [7,] -0.20287694 -0.20287694 -0.20287694
#> [8,] 0.66066496 0.66066496 0.66066496
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222967 -0.12222967
#> [11,] -1.41635093 -1.41635093 -1.41635093
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676555 -1.24676555
#> [14,] 1.67571051 1.67571051 1.67571051
#> [15,] 0.77362754 0.77362754 0.77362754
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501490 0.06501490 0.06501490
#> [18,] 0.75877239 0.75877239 0.75877239
#> [19,] -0.34896354 -0.34896354 -0.34896354
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470330 -0.54470330 -0.54470330
#> [22,] 0.94073610 0.94073610 0.94073610
#> [23,] -0.24890218 -0.24890218 -0.24890218
#> [24,] -0.45990364 -0.45990364 -0.45990364
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068564 0.66068564 0.66068564
#> [28,] -2.68869844 -2.68869844 -2.68869844
#> [29,] -0.31660954 -0.31660954 -0.31660954
#> [30,] -1.32345463 -1.32345463 -1.32345463
#> [31,] -0.03303522 -0.03303522 -0.03303522
#> [32,] -1.18516223 -1.18516223 -1.18516223
#> [33,] -0.37681343 -0.37681343 -0.37681343
#> [34,] -1.57506019 -1.57506019 -1.57506019
#> [35,] -0.31286715 -0.31286715 -0.31286715
#> [36,] 1.35984047 1.35984047 1.35984047
#> [37,] 0.54399353 0.54399353 0.54399353
#> [38,] 0.29879055 0.29879055 0.29879055
#> [39,] -0.37766476 -0.37766476 -0.37766476
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850122 -0.18850122 -0.18850122
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838774 -0.54838774
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929791 -0.31929791
#> [46,] -0.34521970 -0.34521970 -0.34521970
#> [47,] -0.42034349 -0.42034349 -0.42034349
#> [48,] -0.40093271 -0.40093271 -0.40093271
#> [49,] -1.41378171 -1.41378171 -1.41378171
#> [50,] -0.40059195 -0.40059195 -0.40059195
#> [51,] 0.31742390 0.31742390 0.31742390
#> [52,] -0.28383468 -0.28383468 -0.28383468
#> [53,] -0.74259517 -0.74259517 -0.74259517
#> [54,] 0.52273843 0.52273843 0.52273843
#> [55,] 1.78388123 1.78388123 1.78388123
#> [56,] -0.50681657 -0.50681657 -0.50681657
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401024
#> [59,] -0.44590610 -0.44590610 -0.44590610
#> [60,] 0.96219822 0.96219822 0.96219822
#> [61,] -0.77177023 -0.77177023 -0.77177023
#> [62,] 0.05409516 0.05409516 0.05409516
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650349
#> [65,] 0.84840013 0.84840013 0.84840013
#> [66,] 0.24911343 0.24911343 0.24911343
#> [67,] 0.92473895 0.92473895 0.92473895
#> [68,] 0.43953787 0.43953787 0.43953787
#> [69,] -0.58753249 -0.58753249 -0.58753249
#> [70,] 1.33224378 1.33224378 1.33224378
#> [71,] -0.20868992 -0.20868992 -0.20868992
#> [72,] -0.49537089 -0.49537089 -0.49537089
#> [73,] -0.07297584 -0.07297584 -0.07297584
#> [74,] 0.03890532 0.03890532 0.03890532
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775427 -1.55775427
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070146 1.56070146 1.56070146
#> [80,] -1.79899738 -1.79899738 -1.79899738
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> [1,] 1.00685506 1.00685506 1.00685506
#> [2,] 0.17646741 0.17646741 0.17646741
#> [3,] -0.77432759 -0.77432759 -0.77432759
#> [4,] 0.47680700 0.47680700 0.47680700
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974046 0.02974046
#> [7,] -0.20287694 -0.20287694 -0.20287694
#> [8,] 0.66066496 0.66066496 0.66066496
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222967 -0.12222967
#> [11,] -1.41635093 -1.41635093 -1.41635093
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676555 -1.24676555
#> [14,] 1.67571051 1.67571051 1.67571051
#> [15,] 0.77362754 0.77362754 0.77362754
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501490 0.06501490 0.06501490
#> [18,] 0.75877239 0.75877239 0.75877239
#> [19,] -0.34896354 -0.34896354 -0.34896354
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470330 -0.54470330 -0.54470330
#> [22,] 0.94073610 0.94073610 0.94073610
#> [23,] -0.24890218 -0.24890218 -0.24890218
#> [24,] -0.45990364 -0.45990364 -0.45990364
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068564 0.66068564 0.66068564
#> [28,] -2.68869844 -2.68869844 -2.68869844
#> [29,] -0.31660954 -0.31660954 -0.31660954
#> [30,] -1.32345463 -1.32345463 -1.32345463
#> [31,] -0.03303522 -0.03303522 -0.03303522
#> [32,] -1.18516223 -1.18516223 -1.18516223
#> [33,] -0.37681343 -0.37681343 -0.37681343
#> [34,] -1.57506019 -1.57506019 -1.57506019
#> [35,] -0.31286715 -0.31286715 -0.31286715
#> [36,] 1.35984047 1.35984047 1.35984047
#> [37,] 0.54399353 0.54399353 0.54399353
#> [38,] 0.29879055 0.29879055 0.29879055
#> [39,] -0.37766476 -0.37766476 -0.37766476
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850122 -0.18850122 -0.18850122
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838774 -0.54838774
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929791 -0.31929791
#> [46,] -0.34521970 -0.34521970 -0.34521970
#> [47,] -0.42034349 -0.42034349 -0.42034349
#> [48,] -0.40093271 -0.40093271 -0.40093271
#> [49,] -1.41378171 -1.41378171 -1.41378171
#> [50,] -0.40059195 -0.40059195 -0.40059195
#> [51,] 0.31742390 0.31742390 0.31742390
#> [52,] -0.28383468 -0.28383468 -0.28383468
#> [53,] -0.74259517 -0.74259517 -0.74259517
#> [54,] 0.52273843 0.52273843 0.52273843
#> [55,] 1.78388123 1.78388123 1.78388123
#> [56,] -0.50681657 -0.50681657 -0.50681657
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401024
#> [59,] -0.44590610 -0.44590610 -0.44590610
#> [60,] 0.96219822 0.96219822 0.96219822
#> [61,] -0.77177023 -0.77177023 -0.77177023
#> [62,] 0.05409516 0.05409516 0.05409516
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650349
#> [65,] 0.84840013 0.84840013 0.84840013
#> [66,] 0.24911343 0.24911343 0.24911343
#> [67,] 0.92473895 0.92473895 0.92473895
#> [68,] 0.43953787 0.43953787 0.43953787
#> [69,] -0.58753249 -0.58753249 -0.58753249
#> [70,] 1.33224378 1.33224378 1.33224378
#> [71,] -0.20868992 -0.20868992 -0.20868992
#> [72,] -0.49537089 -0.49537089 -0.49537089
#> [73,] -0.07297584 -0.07297584 -0.07297584
#> [74,] 0.03890532 0.03890532 0.03890532
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775427 -1.55775427
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070146 1.56070146 1.56070146
#> [80,] -1.79899738 -1.79899738 -1.79899738
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> [1,] 1.00685506 1.00685506 1.00685506
#> [2,] 0.17646741 0.17646741 0.17646741
#> [3,] -0.77432759 -0.77432759 -0.77432759
#> [4,] 0.47680700 0.47680700 0.47680700
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974046 0.02974046
#> [7,] -0.20287694 -0.20287694 -0.20287694
#> [8,] 0.66066496 0.66066496 0.66066496
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222967 -0.12222967
#> [11,] -1.41635093 -1.41635093 -1.41635093
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676555 -1.24676555
#> [14,] 1.67571051 1.67571051 1.67571051
#> [15,] 0.77362754 0.77362754 0.77362754
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501490 0.06501490 0.06501490
#> [18,] 0.75877239 0.75877239 0.75877239
#> [19,] -0.34896354 -0.34896354 -0.34896354
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470330 -0.54470330 -0.54470330
#> [22,] 0.94073610 0.94073610 0.94073610
#> [23,] -0.24890218 -0.24890218 -0.24890218
#> [24,] -0.45990364 -0.45990364 -0.45990364
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068564 0.66068564 0.66068564
#> [28,] -2.68869844 -2.68869844 -2.68869844
#> [29,] -0.31660954 -0.31660954 -0.31660954
#> [30,] -1.32345463 -1.32345463 -1.32345463
#> [31,] -0.03303522 -0.03303522 -0.03303522
#> [32,] -1.18516223 -1.18516223 -1.18516223
#> [33,] -0.37681343 -0.37681343 -0.37681343
#> [34,] -1.57506019 -1.57506019 -1.57506019
#> [35,] -0.31286715 -0.31286715 -0.31286715
#> [36,] 1.35984047 1.35984047 1.35984047
#> [37,] 0.54399353 0.54399353 0.54399353
#> [38,] 0.29879055 0.29879055 0.29879055
#> [39,] -0.37766476 -0.37766476 -0.37766476
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850122 -0.18850122 -0.18850122
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838774 -0.54838774
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929791 -0.31929791
#> [46,] -0.34521970 -0.34521970 -0.34521970
#> [47,] -0.42034349 -0.42034349 -0.42034349
#> [48,] -0.40093271 -0.40093271 -0.40093271
#> [49,] -1.41378171 -1.41378171 -1.41378171
#> [50,] -0.40059195 -0.40059195 -0.40059195
#> [51,] 0.31742390 0.31742390 0.31742390
#> [52,] -0.28383468 -0.28383468 -0.28383468
#> [53,] -0.74259517 -0.74259517 -0.74259517
#> [54,] 0.52273843 0.52273843 0.52273843
#> [55,] 1.78388123 1.78388123 1.78388123
#> [56,] -0.50681657 -0.50681657 -0.50681657
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401024
#> [59,] -0.44590610 -0.44590610 -0.44590610
#> [60,] 0.96219822 0.96219822 0.96219822
#> [61,] -0.77177023 -0.77177023 -0.77177023
#> [62,] 0.05409516 0.05409516 0.05409516
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650349
#> [65,] 0.84840013 0.84840013 0.84840013
#> [66,] 0.24911343 0.24911343 0.24911343
#> [67,] 0.92473895 0.92473895 0.92473895
#> [68,] 0.43953787 0.43953787 0.43953787
#> [69,] -0.58753249 -0.58753249 -0.58753249
#> [70,] 1.33224378 1.33224378 1.33224378
#> [71,] -0.20868992 -0.20868992 -0.20868992
#> [72,] -0.49537089 -0.49537089 -0.49537089
#> [73,] -0.07297584 -0.07297584 -0.07297584
#> [74,] 0.03890532 0.03890532 0.03890532
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775427 -1.55775427
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070146 1.56070146 1.56070146
#> [80,] -1.79899738 -1.79899738 -1.79899738
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> [1,] 1.00685506 1.00685506 1.00685506
#> [2,] 0.17646741 0.17646741 0.17646741
#> [3,] -0.77432759 -0.77432759 -0.77432759
#> [4,] 0.47680700 0.47680700 0.47680700
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974046 0.02974046
#> [7,] -0.20287694 -0.20287694 -0.20287694
#> [8,] 0.66066496 0.66066496 0.66066496
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222967 -0.12222967
#> [11,] -1.41635093 -1.41635093 -1.41635093
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676555 -1.24676555
#> [14,] 1.67571051 1.67571050 1.67571050
#> [15,] 0.77362754 0.77362754 0.77362754
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501490 0.06501490 0.06501490
#> [18,] 0.75877239 0.75877239 0.75877239
#> [19,] -0.34896354 -0.34896354 -0.34896354
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470330 -0.54470330 -0.54470330
#> [22,] 0.94073610 0.94073610 0.94073610
#> [23,] -0.24890218 -0.24890218 -0.24890218
#> [24,] -0.45990364 -0.45990364 -0.45990364
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068564 0.66068564 0.66068564
#> [28,] -2.68869844 -2.68869844 -2.68869844
#> [29,] -0.31660954 -0.31660954 -0.31660954
#> [30,] -1.32345463 -1.32345463 -1.32345463
#> [31,] -0.03303522 -0.03303522 -0.03303522
#> [32,] -1.18516223 -1.18516223 -1.18516223
#> [33,] -0.37681343 -0.37681343 -0.37681343
#> [34,] -1.57506019 -1.57506019 -1.57506019
#> [35,] -0.31286715 -0.31286715 -0.31286715
#> [36,] 1.35984047 1.35984047 1.35984047
#> [37,] 0.54399353 0.54399353 0.54399353
#> [38,] 0.29879055 0.29879055 0.29879055
#> [39,] -0.37766476 -0.37766476 -0.37766476
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850122 -0.18850122 -0.18850122
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838774 -0.54838774
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929791 -0.31929791
#> [46,] -0.34521970 -0.34521970 -0.34521970
#> [47,] -0.42034349 -0.42034349 -0.42034349
#> [48,] -0.40093271 -0.40093271 -0.40093271
#> [49,] -1.41378171 -1.41378171 -1.41378171
#> [50,] -0.40059195 -0.40059195 -0.40059195
#> [51,] 0.31742390 0.31742390 0.31742390
#> [52,] -0.28383468 -0.28383468 -0.28383468
#> [53,] -0.74259517 -0.74259517 -0.74259517
#> [54,] 0.52273843 0.52273843 0.52273842
#> [55,] 1.78388123 1.78388123 1.78388123
#> [56,] -0.50681657 -0.50681657 -0.50681657
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401024
#> [59,] -0.44590610 -0.44590610 -0.44590610
#> [60,] 0.96219822 0.96219822 0.96219822
#> [61,] -0.77177023 -0.77177023 -0.77177023
#> [62,] 0.05409516 0.05409516 0.05409516
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650349
#> [65,] 0.84840013 0.84840013 0.84840013
#> [66,] 0.24911343 0.24911343 0.24911343
#> [67,] 0.92473895 0.92473895 0.92473895
#> [68,] 0.43953787 0.43953787 0.43953787
#> [69,] -0.58753249 -0.58753249 -0.58753249
#> [70,] 1.33224378 1.33224378 1.33224378
#> [71,] -0.20868992 -0.20868992 -0.20868992
#> [72,] -0.49537089 -0.49537089 -0.49537089
#> [73,] -0.07297584 -0.07297584 -0.07297584
#> [74,] 0.03890532 0.03890532 0.03890532
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775427 -1.55775427
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070146 1.56070146 1.56070146
#> [80,] -1.79899738 -1.79899738 -1.79899738
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> [1,] 1.00685506 1.00685506 1.00685507
#> [2,] 0.17646741 0.17646741 0.17646741
#> [3,] -0.77432759 -0.77432759 -0.77432760
#> [4,] 0.47680700 0.47680700 0.47680700
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974046 0.02974046
#> [7,] -0.20287694 -0.20287693 -0.20287693
#> [8,] 0.66066497 0.66066497 0.66066497
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222967 -0.12222967
#> [11,] -1.41635093 -1.41635092 -1.41635092
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676555 -1.24676555
#> [14,] 1.67571050 1.67571050 1.67571049
#> [15,] 0.77362754 0.77362754 0.77362753
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501490 0.06501490 0.06501491
#> [18,] 0.75877239 0.75877240 0.75877240
#> [19,] -0.34896354 -0.34896354 -0.34896353
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470330 -0.54470330 -0.54470330
#> [22,] 0.94073610 0.94073610 0.94073610
#> [23,] -0.24890218 -0.24890218 -0.24890218
#> [24,] -0.45990364 -0.45990363 -0.45990363
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068564 0.66068563 0.66068563
#> [28,] -2.68869844 -2.68869844 -2.68869845
#> [29,] -0.31660954 -0.31660954 -0.31660954
#> [30,] -1.32345464 -1.32345464 -1.32345464
#> [31,] -0.03303522 -0.03303522 -0.03303522
#> [32,] -1.18516223 -1.18516223 -1.18516223
#> [33,] -0.37681343 -0.37681343 -0.37681342
#> [34,] -1.57506019 -1.57506019 -1.57506019
#> [35,] -0.31286715 -0.31286714 -0.31286714
#> [36,] 1.35984047 1.35984047 1.35984047
#> [37,] 0.54399353 0.54399353 0.54399353
#> [38,] 0.29879055 0.29879055 0.29879055
#> [39,] -0.37766476 -0.37766476 -0.37766476
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850121 -0.18850121 -0.18850120
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838774 -0.54838774
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929791 -0.31929791
#> [46,] -0.34521970 -0.34521970 -0.34521970
#> [47,] -0.42034349 -0.42034349 -0.42034349
#> [48,] -0.40093271 -0.40093271 -0.40093271
#> [49,] -1.41378171 -1.41378171 -1.41378171
#> [50,] -0.40059195 -0.40059194 -0.40059194
#> [51,] 0.31742390 0.31742389 0.31742389
#> [52,] -0.28383468 -0.28383468 -0.28383468
#> [53,] -0.74259517 -0.74259517 -0.74259517
#> [54,] 0.52273842 0.52273842 0.52273842
#> [55,] 1.78388123 1.78388123 1.78388123
#> [56,] -0.50681657 -0.50681657 -0.50681657
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401024
#> [59,] -0.44590610 -0.44590610 -0.44590610
#> [60,] 0.96219822 0.96219822 0.96219822
#> [61,] -0.77177023 -0.77177024 -0.77177024
#> [62,] 0.05409515 0.05409515 0.05409515
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650349
#> [65,] 0.84840013 0.84840013 0.84840013
#> [66,] 0.24911343 0.24911343 0.24911343
#> [67,] 0.92473895 0.92473895 0.92473895
#> [68,] 0.43953787 0.43953787 0.43953787
#> [69,] -0.58753249 -0.58753249 -0.58753250
#> [70,] 1.33224378 1.33224377 1.33224377
#> [71,] -0.20868993 -0.20868993 -0.20868993
#> [72,] -0.49537090 -0.49537090 -0.49537090
#> [73,] -0.07297584 -0.07297584 -0.07297584
#> [74,] 0.03890532 0.03890532 0.03890533
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775427 -1.55775427
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070146 1.56070146 1.56070145
#> [80,] -1.79899739 -1.79899739 -1.79899739
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> [1,] 1.00685507 1.00685508 1.00685509
#> [2,] 0.17646742 0.17646742 0.17646742
#> [3,] -0.77432760 -0.77432761 -0.77432762
#> [4,] 0.47680699 0.47680698 0.47680697
#> [5,] 0.22155610 0.22155610 0.22155610
#> [6,] 0.02974046 0.02974047 0.02974047
#> [7,] -0.20287692 -0.20287691 -0.20287690
#> [8,] 0.66066497 0.66066497 0.66066497
#> [9,] 1.89825797 1.89825797 1.89825797
#> [10,] -0.12222967 -0.12222966 -0.12222966
#> [11,] -1.41635092 -1.41635091 -1.41635090
#> [12,] 1.00845493 1.00845493 1.00845493
#> [13,] -1.24676555 -1.24676556 -1.24676556
#> [14,] 1.67571048 1.67571047 1.67571045
#> [15,] 0.77362753 0.77362753 0.77362753
#> [16,] -0.25532520 -0.25532520 -0.25532520
#> [17,] 0.06501491 0.06501492 0.06501494
#> [18,] 0.75877240 0.75877240 0.75877241
#> [19,] -0.34896353 -0.34896352 -0.34896350
#> [20,] 0.01713790 0.01713790 0.01713790
#> [21,] -0.54470331 -0.54470331 -0.54470331
#> [22,] 0.94073610 0.94073611 0.94073612
#> [23,] -0.24890218 -0.24890219 -0.24890219
#> [24,] -0.45990362 -0.45990361 -0.45990360
#> [25,] -0.49768080 -0.49768080 -0.49768080
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068563 0.66068562 0.66068562
#> [28,] -2.68869845 -2.68869846 -2.68869847
#> [29,] -0.31660954 -0.31660955 -0.31660955
#> [30,] -1.32345464 -1.32345465 -1.32345466
#> [31,] -0.03303521 -0.03303521 -0.03303520
#> [32,] -1.18516223 -1.18516223 -1.18516224
#> [33,] -0.37681342 -0.37681341 -0.37681340
#> [34,] -1.57506018 -1.57506018 -1.57506018
#> [35,] -0.31286713 -0.31286712 -0.31286710
#> [36,] 1.35984047 1.35984047 1.35984048
#> [37,] 0.54399353 0.54399352 0.54399352
#> [38,] 0.29879055 0.29879054 0.29879054
#> [39,] -0.37766475 -0.37766474 -0.37766473
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850119 -0.18850118 -0.18850115
#> [42,] -0.96484779 -0.96484779 -0.96484779
#> [43,] -0.54838774 -0.54838775 -0.54838775
#> [44,] 0.12221120 0.12221120 0.12221120
#> [45,] -0.31929791 -0.31929792 -0.31929792
#> [46,] -0.34521970 -0.34521970 -0.34521969
#> [47,] -0.42034350 -0.42034350 -0.42034351
#> [48,] -0.40093271 -0.40093271 -0.40093270
#> [49,] -1.41378171 -1.41378172 -1.41378173
#> [50,] -0.40059194 -0.40059193 -0.40059191
#> [51,] 0.31742389 0.31742389 0.31742388
#> [52,] -0.28383468 -0.28383468 -0.28383469
#> [53,] -0.74259517 -0.74259516 -0.74259516
#> [54,] 0.52273842 0.52273841 0.52273840
#> [55,] 1.78388123 1.78388123 1.78388124
#> [56,] -0.50681657 -0.50681657 -0.50681656
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401024 1.62401024 1.62401025
#> [59,] -0.44590609 -0.44590609 -0.44590608
#> [60,] 0.96219822 0.96219822 0.96219823
#> [61,] -0.77177025 -0.77177026 -0.77177028
#> [62,] 0.05409515 0.05409514 0.05409513
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650349 -0.13650349 -0.13650348
#> [65,] 0.84840012 0.84840012 0.84840011
#> [66,] 0.24911342 0.24911342 0.24911341
#> [67,] 0.92473894 0.92473893 0.92473892
#> [68,] 0.43953787 0.43953788 0.43953788
#> [69,] -0.58753250 -0.58753251 -0.58753253
#> [70,] 1.33224376 1.33224375 1.33224374
#> [71,] -0.20868993 -0.20868994 -0.20868994
#> [72,] -0.49537091 -0.49537092 -0.49537093
#> [73,] -0.07297584 -0.07297583 -0.07297583
#> [74,] 0.03890534 0.03890535 0.03890537
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775427 -1.55775426 -1.55775426
#> [77,] -0.11151063 -0.11151063 -0.11151063
#> [78,] 1.66879613 1.66879613 1.66879613
#> [79,] 1.56070145 1.56070144 1.56070144
#> [80,] -1.79899740 -1.79899740 -1.79899742
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> [1,] 1.00685512 1.00685515 1.00685521
#> [2,] 0.17646743 0.17646744 0.17646746
#> [3,] -0.77432764 -0.77432767 -0.77432771
#> [4,] 0.47680695 0.47680693 0.47680688
#> [5,] 0.22155610 0.22155609 0.22155609
#> [6,] 0.02974047 0.02974047 0.02974047
#> [7,] -0.20287687 -0.20287683 -0.20287677
#> [8,] 0.66066497 0.66066498 0.66066499
#> [9,] 1.89825796 1.89825796 1.89825796
#> [10,] -0.12222965 -0.12222964 -0.12222963
#> [11,] -1.41635088 -1.41635085 -1.41635080
#> [12,] 1.00845494 1.00845494 1.00845494
#> [13,] -1.24676557 -1.24676559 -1.24676562
#> [14,] 1.67571041 1.67571035 1.67571026
#> [15,] 0.77362752 0.77362751 0.77362750
#> [16,] -0.25532520 -0.25532519 -0.25532519
#> [17,] 0.06501496 0.06501500 0.06501506
#> [18,] 0.75877242 0.75877244 0.75877247
#> [19,] -0.34896347 -0.34896343 -0.34896336
#> [20,] 0.01713791 0.01713791 0.01713792
#> [21,] -0.54470332 -0.54470333 -0.54470334
#> [22,] 0.94073613 0.94073614 0.94073617
#> [23,] -0.24890219 -0.24890220 -0.24890220
#> [24,] -0.45990357 -0.45990353 -0.45990346
#> [25,] -0.49768081 -0.49768081 -0.49768082
#> [26,] -0.02457309 -0.02457309 -0.02457309
#> [27,] 0.66068560 0.66068558 0.66068555
#> [28,] -2.68869849 -2.68869853 -2.68869858
#> [29,] -0.31660956 -0.31660957 -0.31660959
#> [30,] -1.32345468 -1.32345471 -1.32345476
#> [31,] -0.03303519 -0.03303518 -0.03303515
#> [32,] -1.18516224 -1.18516224 -1.18516225
#> [33,] -0.37681338 -0.37681334 -0.37681329
#> [34,] -1.57506017 -1.57506016 -1.57506014
#> [35,] -0.31286707 -0.31286702 -0.31286695
#> [36,] 1.35984048 1.35984048 1.35984048
#> [37,] 0.54399352 0.54399352 0.54399351
#> [38,] 0.29879054 0.29879054 0.29879053
#> [39,] -0.37766471 -0.37766469 -0.37766464
#> [40,] 1.10994054 1.10994054 1.10994054
#> [41,] -0.18850111 -0.18850104 -0.18850094
#> [42,] -0.96484780 -0.96484780 -0.96484781
#> [43,] -0.54838776 -0.54838778 -0.54838781
#> [44,] 0.12221120 0.12221121 0.12221122
#> [45,] -0.31929793 -0.31929795 -0.31929797
#> [46,] -0.34521968 -0.34521968 -0.34521966
#> [47,] -0.42034352 -0.42034354 -0.42034357
#> [48,] -0.40093270 -0.40093269 -0.40093268
#> [49,] -1.41378174 -1.41378176 -1.41378180
#> [50,] -0.40059189 -0.40059185 -0.40059179
#> [51,] 0.31742387 0.31742386 0.31742384
#> [52,] -0.28383469 -0.28383469 -0.28383469
#> [53,] -0.74259516 -0.74259515 -0.74259513
#> [54,] 0.52273839 0.52273836 0.52273832
#> [55,] 1.78388124 1.78388125 1.78388126
#> [56,] -0.50681656 -0.50681656 -0.50681655
#> [57,] 0.73400990 0.73400990 0.73400990
#> [58,] 1.62401025 1.62401026 1.62401027
#> [59,] -0.44590607 -0.44590605 -0.44590602
#> [60,] 0.96219823 0.96219824 0.96219826
#> [61,] -0.77177031 -0.77177036 -0.77177044
#> [62,] 0.05409512 0.05409509 0.05409506
#> [63,] -0.28054279 -0.28054279 -0.28054279
#> [64,] -0.13650348 -0.13650348 -0.13650347
#> [65,] 0.84840010 0.84840008 0.84840005
#> [66,] 0.24911340 0.24911338 0.24911335
#> [67,] 0.92473890 0.92473887 0.92473883
#> [68,] 0.43953789 0.43953790 0.43953792
#> [69,] -0.58753255 -0.58753258 -0.58753264
#> [70,] 1.33224371 1.33224367 1.33224361
#> [71,] -0.20868996 -0.20868998 -0.20869001
#> [72,] -0.49537095 -0.49537099 -0.49537105
#> [73,] -0.07297582 -0.07297580 -0.07297577
#> [74,] 0.03890540 0.03890544 0.03890552
#> [75,] 0.46861342 0.46861342 0.46861342
#> [76,] -1.55775425 -1.55775425 -1.55775423
#> [77,] -0.11151062 -0.11151061 -0.11151060
#> [78,] 1.66879612 1.66879611 1.66879610
#> [79,] 1.56070142 1.56070140 1.56070136
#> [80,] -1.79899744 -1.79899747 -1.79899753
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> [1,] 1.00685530 1.00685545 1.00685568
#> [2,] 0.17646749 0.17646754 0.17646761
#> [3,] -0.77432779 -0.77432790 -0.77432809
#> [4,] 0.47680681 0.47680669 0.47680651
#> [5,] 0.22155608 0.22155607 0.22155604
#> [6,] 0.02974047 0.02974047 0.02974048
#> [7,] -0.20287667 -0.20287651 -0.20287625
#> [8,] 0.66066501 0.66066503 0.66066507
#> [9,] 1.89825796 1.89825796 1.89825795
#> [10,] -0.12222960 -0.12222957 -0.12222950
#> [11,] -1.41635072 -1.41635060 -1.41635040
#> [12,] 1.00845495 1.00845496 1.00845498
#> [13,] -1.24676566 -1.24676572 -1.24676583
#> [14,] 1.67571012 1.67570988 1.67570952
#> [15,] 0.77362747 0.77362743 0.77362737
#> [16,] -0.25532518 -0.25532517 -0.25532516
#> [17,] 0.06501516 0.06501531 0.06501555
#> [18,] 0.75877251 0.75877258 0.75877269
#> [19,] -0.34896325 -0.34896307 -0.34896279
#> [20,] 0.01713794 0.01713797 0.01713801
#> [21,] -0.54470337 -0.54470341 -0.54470347
#> [22,] 0.94073622 0.94073628 0.94073640
#> [23,] -0.24890222 -0.24890224 -0.24890227
#> [24,] -0.45990335 -0.45990318 -0.45990291
#> [25,] -0.49768083 -0.49768086 -0.49768089
#> [26,] -0.02457309 -0.02457309 -0.02457310
#> [27,] 0.66068549 0.66068540 0.66068526
#> [28,] -2.68869866 -2.68869880 -2.68869902
#> [29,] -0.31660962 -0.31660966 -0.31660973
#> [30,] -1.32345483 -1.32345495 -1.32345513
#> [31,] -0.03303510 -0.03303504 -0.03303493
#> [32,] -1.18516227 -1.18516229 -1.18516233
#> [33,] -0.37681321 -0.37681307 -0.37681286
#> [34,] -1.57506011 -1.57506006 -1.57505999
#> [35,] -0.31286683 -0.31286663 -0.31286633
#> [36,] 1.35984048 1.35984048 1.35984048
#> [37,] 0.54399350 0.54399349 0.54399346
#> [38,] 0.29879052 0.29879050 0.29879047
#> [39,] -0.37766456 -0.37766444 -0.37766425
#> [40,] 1.10994055 1.10994055 1.10994056
#> [41,] -0.18850077 -0.18850051 -0.18850009
#> [42,] -0.96484782 -0.96484784 -0.96484787
#> [43,] -0.54838785 -0.54838791 -0.54838802
#> [44,] 0.12221123 0.12221125 0.12221127
#> [45,] -0.31929801 -0.31929807 -0.31929817
#> [46,] -0.34521963 -0.34521959 -0.34521953
#> [47,] -0.42034361 -0.42034369 -0.42034381
#> [48,] -0.40093266 -0.40093262 -0.40093257
#> [49,] -1.41378185 -1.41378193 -1.41378207
#> [50,] -0.40059170 -0.40059155 -0.40059130
#> [51,] 0.31742380 0.31742375 0.31742366
#> [52,] -0.28383470 -0.28383470 -0.28383472
#> [53,] -0.74259511 -0.74259507 -0.74259502
#> [54,] 0.52273826 0.52273817 0.52273801
#> [55,] 1.78388128 1.78388131 1.78388137
#> [56,] -0.50681654 -0.50681653 -0.50681651
#> [57,] 0.73400991 0.73400992 0.73400993
#> [58,] 1.62401029 1.62401032 1.62401037
#> [59,] -0.44590597 -0.44590590 -0.44590578
#> [60,] 0.96219829 0.96219833 0.96219839
#> [61,] -0.77177056 -0.77177076 -0.77177108
#> [62,] 0.05409500 0.05409491 0.05409476
#> [63,] -0.28054279 -0.28054279 -0.28054278
#> [64,] -0.13650347 -0.13650346 -0.13650344
#> [65,] 0.84840000 0.84839993 0.84839980
#> [66,] 0.24911330 0.24911323 0.24911310
#> [67,] 0.92473875 0.92473863 0.92473844
#> [68,] 0.43953796 0.43953801 0.43953810
#> [69,] -0.58753273 -0.58753288 -0.58753311
#> [70,] 1.33224350 1.33224334 1.33224308
#> [71,] -0.20869006 -0.20869014 -0.20869026
#> [72,] -0.49537114 -0.49537129 -0.49537153
#> [73,] -0.07297573 -0.07297567 -0.07297556
#> [74,] 0.03890564 0.03890583 0.03890613
#> [75,] 0.46861343 0.46861343 0.46861345
#> [76,] -1.55775421 -1.55775417 -1.55775412
#> [77,] -0.11151058 -0.11151055 -0.11151050
#> [78,] 1.66879608 1.66879605 1.66879600
#> [79,] 1.56070131 1.56070122 1.56070108
#> [80,] -1.79899762 -1.79899776 -1.79899798
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> [1,] 1.00685605 1.00685664 1.00685758
#> [2,] 0.17646773 0.17646793 0.17646823
#> [3,] -0.77432839 -0.77432886 -0.77432962
#> [4,] 0.47680622 0.47680575 0.47680501
#> [5,] 0.22155601 0.22155596 0.22155587
#> [6,] 0.02974049 0.02974050 0.02974053
#> [7,] -0.20287584 -0.20287519 -0.20287416
#> [8,] 0.66066513 0.66066523 0.66066539
#> [9,] 1.89825794 1.89825792 1.89825790
#> [10,] -0.12222941 -0.12222925 -0.12222901
#> [11,] -1.41635009 -1.41634959 -1.41634880
#> [12,] 1.00845501 1.00845505 1.00845512
#> [13,] -1.24676600 -1.24676626 -1.24676669
#> [14,] 1.67570893 1.67570800 1.67570651
#> [15,] 0.77362727 0.77362711 0.77362686
#> [16,] -0.25532513 -0.25532509 -0.25532503
#> [17,] 0.06501594 0.06501656 0.06501755
#> [18,] 0.75877287 0.75877316 0.75877361
#> [19,] -0.34896235 -0.34896164 -0.34896052
#> [20,] 0.01713808 0.01713819 0.01713837
#> [21,] -0.54470357 -0.54470373 -0.54470399
#> [22,] 0.94073657 0.94073685 0.94073730
#> [23,] -0.24890232 -0.24890241 -0.24890254
#> [24,] -0.45990248 -0.45990179 -0.45990069
#> [25,] -0.49768095 -0.49768104 -0.49768118
#> [26,] -0.02457310 -0.02457311 -0.02457313
#> [27,] 0.66068504 0.66068468 0.66068412
#> [28,] -2.68869936 -2.68869991 -2.68870078
#> [29,] -0.31660985 -0.31661003 -0.31661032
#> [30,] -1.32345543 -1.32345590 -1.32345666
#> [31,] -0.03303475 -0.03303447 -0.03303403
#> [32,] -1.18516239 -1.18516248 -1.18516263
#> [33,] -0.37681252 -0.37681199 -0.37681113
#> [34,] -1.57505987 -1.57505968 -1.57505938
#> [35,] -0.31286584 -0.31286506 -0.31286382
#> [36,] 1.35984049 1.35984050 1.35984051
#> [37,] 0.54399342 0.54399336 0.54399327
#> [38,] 0.29879042 0.29879035 0.29879024
#> [39,] -0.37766395 -0.37766347 -0.37766270
#> [40,] 1.10994058 1.10994060 1.10994064
#> [41,] -0.18849942 -0.18849836 -0.18849667
#> [42,] -0.96484792 -0.96484799 -0.96484811
#> [43,] -0.54838818 -0.54838845 -0.54838887
#> [44,] 0.12221132 0.12221139 0.12221150
#> [45,] -0.31929833 -0.31929858 -0.31929898
#> [46,] -0.34521943 -0.34521927 -0.34521901
#> [47,] -0.42034400 -0.42034430 -0.42034478
#> [48,] -0.40093248 -0.40093234 -0.40093212
#> [49,] -1.41378229 -1.41378263 -1.41378318
#> [50,] -0.40059092 -0.40059031 -0.40058934
#> [51,] 0.31742353 0.31742331 0.31742296
#> [52,] -0.28383474 -0.28383477 -0.28383482
#> [53,] -0.74259493 -0.74259478 -0.74259455
#> [54,] 0.52273777 0.52273738 0.52273676
#> [55,] 1.78388145 1.78388158 1.78388178
#> [56,] -0.50681647 -0.50681642 -0.50681633
#> [57,] 0.73400995 0.73400999 0.73401004
#> [58,] 1.62401045 1.62401057 1.62401077
#> [59,] -0.44590558 -0.44590528 -0.44590479
#> [60,] 0.96219849 0.96219866 0.96219891
#> [61,] -0.77177158 -0.77177238 -0.77177366
#> [62,] 0.05409452 0.05409414 0.05409354
#> [63,] -0.28054278 -0.28054277 -0.28054275
#> [64,] -0.13650341 -0.13650336 -0.13650328
#> [65,] 0.84839961 0.84839930 0.84839881
#> [66,] 0.24911291 0.24911260 0.24911211
#> [67,] 0.92473814 0.92473765 0.92473688
#> [68,] 0.43953823 0.43953845 0.43953879
#> [69,] -0.58753347 -0.58753406 -0.58753499
#> [70,] 1.33224266 1.33224200 1.33224094
#> [71,] -0.20869046 -0.20869078 -0.20869129
#> [72,] -0.49537191 -0.49537251 -0.49537347
#> [73,] -0.07297539 -0.07297512 -0.07297469
#> [74,] 0.03890661 0.03890738 0.03890861
#> [75,] 0.46861346 0.46861349 0.46861353
#> [76,] -1.55775403 -1.55775388 -1.55775366
#> [77,] -0.11151042 -0.11151030 -0.11151010
#> [78,] 1.66879592 1.66879579 1.66879559
#> [79,] 1.56070085 1.56070049 1.56069992
#> [80,] -1.79899833 -1.79899890 -1.79899979
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> [1,] 1.00685907 1.00686144 1.00686523
#> [2,] 0.17646872 0.17646949 0.17647073
#> [3,] -0.77433082 -0.77433273 -0.77433578
#> [4,] 0.47680383 0.47680195 0.47679896
#> [5,] 0.22155574 0.22155552 0.22155518
#> [6,] 0.02974056 0.02974062 0.02974072
#> [7,] -0.20287251 -0.20286988 -0.20286570
#> [8,] 0.66066565 0.66066605 0.66066670
#> [9,] 1.89825786 1.89825779 1.89825769
#> [10,] -0.12222861 -0.12222799 -0.12222700
#> [11,] -1.41634755 -1.41634554 -1.41634235
#> [12,] 1.00845523 1.00845541 1.00845569
#> [13,] -1.24676737 -1.24676845 -1.24677016
#> [14,] 1.67570414 1.67570037 1.67569436
#> [15,] 0.77362645 0.77362581 0.77362479
#> [16,] -0.25532493 -0.25532478 -0.25532452
#> [17,] 0.06501912 0.06502162 0.06502560
#> [18,] 0.75877433 0.75877547 0.75877729
#> [19,] -0.34895872 -0.34895586 -0.34895131
#> [20,] 0.01713865 0.01713909 0.01713980
#> [21,] -0.54470440 -0.54470504 -0.54470607
#> [22,] 0.94073801 0.94073915 0.94074096
#> [23,] -0.24890276 -0.24890310 -0.24890365
#> [24,] -0.45989894 -0.45989615 -0.45989172
#> [25,] -0.49768140 -0.49768176 -0.49768233
#> [26,] -0.02457315 -0.02457319 -0.02457326
#> [27,] 0.66068322 0.66068178 0.66067950
#> [28,] -2.68870216 -2.68870437 -2.68870788
#> [29,] -0.31661079 -0.31661153 -0.31661271
#> [30,] -1.32345785 -1.32345976 -1.32346280
#> [31,] -0.03303332 -0.03303220 -0.03303041
#> [32,] -1.18516286 -1.18516323 -1.18516383
#> [33,] -0.37680977 -0.37680761 -0.37680416
#> [34,] -1.57505890 -1.57505813 -1.57505692
#> [35,] -0.31286185 -0.31285872 -0.31285372
#> [36,] 1.35984053 1.35984057 1.35984062
#> [37,] 0.54399311 0.54399287 0.54399248
#> [38,] 0.29879005 0.29878976 0.29878929
#> [39,] -0.37766148 -0.37765953 -0.37765643
#> [40,] 1.10994071 1.10994081 1.10994097
#> [41,] -0.18849397 -0.18848967 -0.18848284
#> [42,] -0.96484830 -0.96484861 -0.96484909
#> [43,] -0.54838955 -0.54839062 -0.54839233
#> [44,] 0.12221169 0.12221197 0.12221243
#> [45,] -0.31929962 -0.31930064 -0.31930226
#> [46,] -0.34521860 -0.34521795 -0.34521692
#> [47,] -0.42034555 -0.42034677 -0.42034871
#> [48,] -0.40093177 -0.40093122 -0.40093033
#> [49,] -1.41378405 -1.41378544 -1.41378764
#> [50,] -0.40058780 -0.40058534 -0.40058142
#> [51,] 0.31742240 0.31742151 0.31742010
#> [52,] -0.28383490 -0.28383502 -0.28383522
#> [53,] -0.74259419 -0.74259360 -0.74259268
#> [54,] 0.52273577 0.52273419 0.52273168
#> [55,] 1.78388211 1.78388264 1.78388348
#> [56,] -0.50681618 -0.50681596 -0.50681559
#> [57,] 0.73401013 0.73401026 0.73401048
#> [58,] 1.62401109 1.62401159 1.62401239
#> [59,] -0.44590401 -0.44590277 -0.44590079
#> [60,] 0.96219933 0.96219998 0.96220103
#> [61,] -0.77177569 -0.77177893 -0.77178408
#> [62,] 0.05409258 0.05409105 0.05408862
#> [63,] -0.28054272 -0.28054268 -0.28054262
#> [64,] -0.13650316 -0.13650296 -0.13650265
#> [65,] 0.84839803 0.84839678 0.84839480
#> [66,] 0.24911132 0.24911008 0.24910809
#> [67,] 0.92473565 0.92473370 0.92473059
#> [68,] 0.43953933 0.43954020 0.43954158
#> [69,] -0.58753647 -0.58753882 -0.58754258
#> [70,] 1.33223926 1.33223658 1.33223232
#> [71,] -0.20869210 -0.20869339 -0.20869544
#> [72,] -0.49537500 -0.49537743 -0.49538130
#> [73,] -0.07297401 -0.07297292 -0.07297118
#> [74,] 0.03891056 0.03891366 0.03891860
#> [75,] 0.46861360 0.46861370 0.46861388
#> [76,] -1.55775330 -1.55775272 -1.55775180
#> [77,] -0.11150978 -0.11150928 -0.11150848
#> [78,] 1.66879527 1.66879476 1.66879394
#> [79,] 1.56069900 1.56069755 1.56069524
#> [80,] -1.79900122 -1.79900350 -1.79900712
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> [1,] 1.00687125 1.00688084 1.00689612
#> [2,] 0.17647269 0.17647582 0.17648081
#> [3,] -0.77434064 -0.77434836 -0.77436067
#> [4,] 0.47679420 0.47678662 0.47677455
#> [5,] 0.22155463 0.22155376 0.22155238
#> [6,] 0.02974086 0.02974110 0.02974148
#> [7,] -0.20285904 -0.20284844 -0.20283157
#> [8,] 0.66066772 0.66066936 0.66067196
#> [9,] 1.89825752 1.89825726 1.89825684
#> [10,] -0.12222541 -0.12222289 -0.12221888
#> [11,] -1.41633728 -1.41632919 -1.41631632
#> [12,] 1.00845614 1.00845685 1.00845799
#> [13,] -1.24677290 -1.24677725 -1.24678418
#> [14,] 1.67568480 1.67566957 1.67564533
#> [15,] 0.77362316 0.77362057 0.77361645
#> [16,] -0.25532412 -0.25532349 -0.25532248
#> [17,] 0.06503193 0.06504202 0.06505809
#> [18,] 0.75878020 0.75878482 0.75879217
#> [19,] -0.34894407 -0.34893254 -0.34891417
#> [20,] 0.01714093 0.01714272 0.01714558
#> [21,] -0.54470772 -0.54471033 -0.54471449
#> [22,] 0.94074383 0.94074842 0.94075571
#> [23,] -0.24890451 -0.24890590 -0.24890809
#> [24,] -0.45988466 -0.45987342 -0.45985552
#> [25,] -0.49768325 -0.49768470 -0.49768701
#> [26,] -0.02457336 -0.02457352 -0.02457378
#> [27,] 0.66067586 0.66067007 0.66066086
#> [28,] -2.68871347 -2.68872238 -2.68873655
#> [29,] -0.31661458 -0.31661757 -0.31662232
#> [30,] -1.32346764 -1.32347535 -1.32348761
#> [31,] -0.03302756 -0.03302302 -0.03301580
#> [32,] -1.18516477 -1.18516628 -1.18516868
#> [33,] -0.37679867 -0.37678993 -0.37677600
#> [34,] -1.57505498 -1.57505189 -1.57504697
#> [35,] -0.31284577 -0.31283310 -0.31281294
#> [36,] 1.35984071 1.35984085 1.35984108
#> [37,] 0.54399186 0.54399087 0.54398930
#> [38,] 0.29878854 0.29878736 0.29878547
#> [39,] -0.37765149 -0.37764363 -0.37763112
#> [40,] 1.10994122 1.10994163 1.10994227
#> [41,] -0.18847195 -0.18845461 -0.18842701
#> [42,] -0.96484986 -0.96485109 -0.96485305
#> [43,] -0.54839505 -0.54839938 -0.54840628
#> [44,] 0.12221317 0.12221433 0.12221619
#> [45,] -0.31930484 -0.31930895 -0.31931548
#> [46,] -0.34521527 -0.34521265 -0.34520847
#> [47,] -0.42035180 -0.42035672 -0.42036455
#> [48,] -0.40092892 -0.40092667 -0.40092309
#> [49,] -1.41379116 -1.41379676 -1.41380568
#> [50,] -0.40057518 -0.40056525 -0.40054943
#> [51,] 0.31741786 0.31741428 0.31740858
#> [52,] -0.28383554 -0.28383605 -0.28383686
#> [53,] -0.74259120 -0.74258885 -0.74258511
#> [54,] 0.52272769 0.52272133 0.52271120
#> [55,] 1.78388481 1.78388693 1.78389031
#> [56,] -0.50681502 -0.50681410 -0.50681263
#> [57,] 0.73401083 0.73401138 0.73401226
#> [58,] 1.62401367 1.62401570 1.62401894
#> [59,] -0.44589765 -0.44589264 -0.44588467
#> [60,] 0.96220269 0.96220534 0.96220956
#> [61,] -0.77179229 -0.77180535 -0.77182615
#> [62,] 0.05408475 0.05407858 0.05406877
#> [63,] -0.28054251 -0.28054234 -0.28054207
#> [64,] -0.13650215 -0.13650136 -0.13650010
#> [65,] 0.84839164 0.84838661 0.84837861
#> [66,] 0.24910492 0.24909988 0.24909186
#> [67,] 0.92472564 0.92471775 0.92470519
#> [68,] 0.43954378 0.43954729 0.43955286
#> [69,] -0.58754855 -0.58755807 -0.58757322
#> [70,] 1.33222553 1.33221471 1.33219750
#> [71,] -0.20869870 -0.20870390 -0.20871218
#> [72,] -0.49538747 -0.49539728 -0.49541291
#> [73,] -0.07296842 -0.07296402 -0.07295702
#> [74,] 0.03892647 0.03893900 0.03895894
#> [75,] 0.46861415 0.46861458 0.46861527
#> [76,] -1.55775034 -1.55774801 -1.55774430
#> [77,] -0.11150720 -0.11150517 -0.11150194
#> [78,] 1.66879264 1.66879057 1.66878727
#> [79,] 1.56069155 1.56068569 1.56067635
#> [80,] -1.79901289 -1.79902208 -1.79903670
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> [1,] 1.00692043 1.00695915 1.00702079
#> [2,] 0.17648874 0.17650137 0.17652148
#> [3,] -0.77438026 -0.77441144 -0.77446109
#> [4,] 0.47675533 0.47672473 0.47667601
#> [5,] 0.22155017 0.22154665 0.22154105
#> [6,] 0.02974208 0.02974304 0.02974456
#> [7,] -0.20280470 -0.20276191 -0.20269381
#> [8,] 0.66067610 0.66068270 0.66069321
#> [9,] 1.89825617 1.89825511 1.89825342
#> [10,] -0.12221249 -0.12220232 -0.12218614
#> [11,] -1.41629583 -1.41626320 -1.41621128
#> [12,] 1.00845980 1.00846268 1.00846728
#> [13,] -1.24679522 -1.24681280 -1.24684077
#> [14,] 1.67560673 1.67554527 1.67544743
#> [15,] 0.77360989 0.77359944 0.77358281
#> [16,] -0.25532086 -0.25531830 -0.25531421
#> [17,] 0.06508366 0.06512439 0.06518922
#> [18,] 0.75880388 0.75882253 0.75885220
#> [19,] -0.34888494 -0.34883839 -0.34876429
#> [20,] 0.01715013 0.01715738 0.01716891
#> [21,] -0.54472112 -0.54473166 -0.54474845
#> [22,] 0.94076733 0.94078582 0.94081526
#> [23,] -0.24891160 -0.24891717 -0.24892605
#> [24,] -0.45982702 -0.45978165 -0.45970942
#> [25,] -0.49769069 -0.49769655 -0.49770589
#> [26,] -0.02457418 -0.02457483 -0.02457586
#> [27,] 0.66064618 0.66062281 0.66058560
#> [28,] -2.68875913 -2.68879506 -2.68885227
#> [29,] -0.31662989 -0.31664194 -0.31666113
#> [30,] -1.32350714 -1.32353823 -1.32358772
#> [31,] -0.03300429 -0.03298598 -0.03295683
#> [32,] -1.18517250 -1.18517858 -1.18518826
#> [33,] -0.37675384 -0.37671855 -0.37666238
#> [34,] -1.57503915 -1.57502669 -1.57500686
#> [35,] -0.31278084 -0.31272973 -0.31264836
#> [36,] 1.35984144 1.35984201 1.35984291
#> [37,] 0.54398679 0.54398280 0.54397645
#> [38,] 0.29878246 0.29877767 0.29877005
#> [39,] -0.37761119 -0.37757947 -0.37752898
#> [40,] 1.10994330 1.10994494 1.10994754
#> [41,] -0.18838306 -0.18831308 -0.18820168
#> [42,] -0.96485616 -0.96486112 -0.96486901
#> [43,] -0.54841726 -0.54843474 -0.54846257
#> [44,] 0.12221914 0.12222385 0.12223133
#> [45,] -0.31932589 -0.31934247 -0.31936885
#> [46,] -0.34520182 -0.34519123 -0.34517438
#> [47,] -0.42037703 -0.42039689 -0.42042852
#> [48,] -0.40091739 -0.40090831 -0.40089386
#> [49,] -1.41381988 -1.41384248 -1.41387847
#> [50,] -0.40052425 -0.40048416 -0.40042034
#> [51,] 0.31739951 0.31738507 0.31736209
#> [52,] -0.28383815 -0.28384020 -0.28384346
#> [53,] -0.74257915 -0.74256965 -0.74255454
#> [54,] 0.52269507 0.52266940 0.52262852
#> [55,] 1.78389569 1.78390425 1.78391787
#> [56,] -0.50681030 -0.50680658 -0.50680065
#> [57,] 0.73401366 0.73401589 0.73401944
#> [58,] 1.62402409 1.62403229 1.62404535
#> [59,] -0.44587198 -0.44585177 -0.44581959
#> [60,] 0.96221627 0.96222696 0.96224398
#> [61,] -0.77185927 -0.77191199 -0.77199591
#> [62,] 0.05405314 0.05402826 0.05398865
#> [63,] -0.28054165 -0.28054097 -0.28053989
#> [64,] -0.13649810 -0.13649492 -0.13648985
#> [65,] 0.84836586 0.84834557 0.84831327
#> [66,] 0.24907908 0.24905874 0.24902636
#> [67,] 0.92468520 0.92465337 0.92460270
#> [68,] 0.43956174 0.43957588 0.43959838
#> [69,] -0.58759734 -0.58763575 -0.58769688
#> [70,] 1.33217010 1.33212646 1.33205699
#> [71,] -0.20872536 -0.20874634 -0.20877974
#> [72,] -0.49543780 -0.49547741 -0.49554048
#> [73,] -0.07294587 -0.07292812 -0.07289986
#> [74,] 0.03899070 0.03904125 0.03912173
#> [75,] 0.46861636 0.46861811 0.46862090
#> [76,] -1.55773841 -1.55772901 -1.55771407
#> [77,] -0.11149679 -0.11148859 -0.11147554
#> [78,] 1.66878203 1.66877367 1.66876036
#> [79,] 1.56066148 1.56063781 1.56060015
#> [80,] -1.79905999 -1.79909706 -1.79915608
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> [1,] 1.00711891 1.00727508 1.00752359
#> [2,] 0.17655348 0.17660442 0.17668548
#> [3,] -0.77454010 -0.77466583 -0.77486583
#> [4,] 0.47659844 0.47647497 0.47627844
#> [5,] 0.22153212 0.22151789 0.22149516
#> [6,] 0.02974699 0.02975085 0.02975699
#> [7,] -0.20258539 -0.20241284 -0.20213829
#> [8,] 0.66070995 0.66073661 0.66077909
#> [9,] 1.89825071 1.89824641 1.89823953
#> [10,] -0.12216040 -0.12211948 -0.12205447
#> [11,] -1.41612865 -1.41599721 -1.41578825
#> [12,] 1.00847459 1.00848624 1.00850482
#> [13,] -1.24688531 -1.24695620 -1.24706900
#> [14,] 1.67529167 1.67504374 1.67464920
#> [15,] 0.77355636 0.77351429 0.77344745
#> [16,] -0.25530772 -0.25529740 -0.25528102
#> [17,] 0.06529241 0.06545665 0.06571797
#> [18,] 0.75889942 0.75897453 0.75909393
#> [19,] -0.34864634 -0.34845865 -0.34816006
#> [20,] 0.01718726 0.01721643 0.01726280
#> [21,] -0.54477514 -0.54481757 -0.54488497
#> [22,] 0.94086211 0.94093666 0.94105524
#> [23,] -0.24894020 -0.24896271 -0.24899857
#> [24,] -0.45959442 -0.45941139 -0.45912013
#> [25,] -0.49772078 -0.49774450 -0.49778236
#> [26,] -0.02457749 -0.02458006 -0.02458410
#> [27,] 0.66052634 0.66043199 0.66028176
#> [28,] -2.68894334 -2.68908826 -2.68931883
#> [29,] -0.31669168 -0.31674032 -0.31681776
#> [30,] -1.32366647 -1.32379177 -1.32399102
#> [31,] -0.03291043 -0.03283661 -0.03271919
#> [32,] -1.18520366 -1.18522814 -1.18526704
#> [33,] -0.37657296 -0.37643066 -0.37620427
#> [34,] -1.57497531 -1.57492510 -1.57484528
#> [35,] -0.31251883 -0.31231269 -0.31198470
#> [36,] 1.35984434 1.35984660 1.35985017
#> [37,] 0.54396633 0.54395022 0.54392457
#> [38,] 0.29875794 0.29873867 0.29870808
#> [39,] -0.37744862 -0.37732075 -0.37711739
#> [40,] 1.10995167 1.10995824 1.10996866
#> [41,] -0.18802435 -0.18774212 -0.18729304
#> [42,] -0.96488156 -0.96490154 -0.96493330
#> [43,] -0.54850686 -0.54857735 -0.54868949
#> [44,] 0.12224324 0.12226218 0.12229225
#> [45,] -0.31941084 -0.31947767 -0.31958397
#> [46,] -0.34514756 -0.34510489 -0.34503703
#> [47,] -0.42047886 -0.42055898 -0.42068648
#> [48,] -0.40087085 -0.40083422 -0.40077589
#> [49,] -1.41393575 -1.41402692 -1.41417199
#> [50,] -0.40031874 -0.40015706 -0.39989980
#> [51,] 0.31732549 0.31726725 0.31717458
#> [52,] -0.28384866 -0.28385694 -0.28387013
#> [53,] -0.74253047 -0.74249214 -0.74243109
#> [54,] 0.52256345 0.52245987 0.52229501
#> [55,] 1.78393957 1.78397408 1.78402899
#> [56,] -0.50679120 -0.50677611 -0.50675199
#> [57,] 0.73402510 0.73403413 0.73404853
#> [58,] 1.62406616 1.62409931 1.62415212
#> [59,] -0.44576835 -0.44568677 -0.44555689
#> [60,] 0.96227106 0.96231414 0.96238264
#> [61,] -0.77212948 -0.77234203 -0.77268009
#> [62,] 0.05392560 0.05382527 0.05366568
#> [63,] -0.28053818 -0.28053546 -0.28053117
#> [64,] -0.13648180 -0.13646903 -0.13644880
#> [65,] 0.84826188 0.84818014 0.84805018
#> [66,] 0.24897482 0.24889280 0.24876231
#> [67,] 0.92452205 0.92439372 0.92418957
#> [68,] 0.43963419 0.43969115 0.43978171
#> [69,] -0.58779418 -0.58794902 -0.58819531
#> [70,] 1.33194641 1.33177039 1.33149031
#> [71,] -0.20883289 -0.20891746 -0.20905195
#> [72,] -0.49564085 -0.49580056 -0.49605459
#> [73,] -0.07285486 -0.07278323 -0.07266920
#> [74,] 0.03924981 0.03945360 0.03977772
#> [75,] 0.46862535 0.46863247 0.46864387
#> [76,] -1.55769029 -1.55765247 -1.55759237
#> [77,] -0.11145477 -0.11142173 -0.11136922
#> [78,] 1.66873917 1.66870543 1.66865168
#> [79,] 1.56054024 1.56044499 1.56029368
#> [80,] -1.79925003 -1.79939955 -1.79963743
#> 0.123284673944206 0.196304065004027 0.312571584968824 0.497702356433211
#> [1,] 1.00791887 1.00854726 1.00954523 1.01112776
#> [2,] 0.17681438 0.17701927 0.17734455 0.17786009
#> [3,] -0.77518375 -0.77568864 -0.77648922 -0.77775557
#> [4,] 0.47596572 0.47546829 0.47467755 0.47342180
#> [5,] 0.22145883 0.22140062 0.22130704 0.22115581
#> [6,] 0.02976677 0.02978233 0.02980706 0.02984635
#> [7,] -0.20170165 -0.20100767 -0.19990592 -0.19815981
#> [8,] 0.66084682 0.66095486 0.66112737 0.66140325
#> [9,] 1.89822853 1.89821090 1.89818252 1.89813657
#> [10,] -0.12195137 -0.12178822 -0.12153097 -0.12112773
#> [11,] -1.41545636 -1.41492998 -1.41409710 -1.41278407
#> [12,] 1.00853443 1.00858169 1.00865718 1.00877800
#> [13,] -1.24724844 -1.24753368 -1.24798670 -1.24870508
#> [14,] 1.67402155 1.67302360 1.67143825 1.66892317
#> [15,] 0.77334136 0.77317333 0.77290801 0.77249110
#> [16,] -0.25525507 -0.25521409 -0.25514969 -0.25504927
#> [17,] 0.06613356 0.06679403 0.06784249 0.06950390
#> [18,] 0.75928356 0.75958425 0.76005991 0.76080944
#> [19,] -0.34768532 -0.34693114 -0.34573469 -0.34384069
#> [20,] 0.01733639 0.01745300 0.01763722 0.01792691
#> [21,] -0.54499184 -0.54516092 -0.54542738 -0.54584476
#> [22,] 0.94124371 0.94154297 0.94201738 0.94276746
#> [23,] -0.24905568 -0.24914665 -0.24929155 -0.24952245
#> [24,] -0.45865679 -0.45792013 -0.45674997 -0.45489383
#> [25,] -0.49784283 -0.49793959 -0.49809486 -0.49834506
#> [26,] -0.02459039 -0.02460004 -0.02461452 -0.02463535
#> [27,] 0.66004256 0.65966168 0.65905525 0.65808977
#> [28,] -2.68968546 -2.69026800 -2.69119241 -2.69265643
#> [29,] -0.31694103 -0.31713724 -0.31744947 -0.31794609
#> [30,] -1.32430763 -1.32481008 -1.32560592 -1.32686260
#> [31,] -0.03253255 -0.03223619 -0.03176638 -0.03102351
#> [32,] -1.18532877 -1.18542653 -1.18558086 -1.18582325
#> [33,] -0.37584428 -0.37527231 -0.37436467 -0.37292725
#> [34,] -1.57471844 -1.57451719 -1.57419851 -1.57369548
#> [35,] -0.31146307 -0.31063406 -0.30931803 -0.30723256
#> [36,] 1.35985575 1.35986438 1.35987750 1.35989685
#> [37,] 0.54388371 0.54381864 0.54371498 0.54354984
#> [38,] 0.29865956 0.29858281 0.29846185 0.29827239
#> [39,] -0.37679416 -0.37628098 -0.37546759 -0.37418185
#> [40,] 1.10998514 1.11001112 1.11005181 1.11011493
#> [41,] -0.18657879 -0.18544353 -0.18364102 -0.18078386
#> [42,] -0.96498375 -0.96506381 -0.96519056 -0.96539056
#> [43,] -0.54886778 -0.54915102 -0.54960039 -0.55031177
#> [44,] 0.12233995 0.12241545 0.12253451 0.12272117
#> [45,] -0.31975297 -0.32002142 -0.32044722 -0.32112110
#> [46,] -0.34492920 -0.34475806 -0.34448696 -0.34405879
#> [47,] -0.42088929 -0.42121172 -0.42172382 -0.42253596
#> [48,] -0.40068303 -0.40053521 -0.40029995 -0.39992564
#> [49,] -1.41440270 -1.41476939 -1.41535157 -1.41627425
#> [50,] -0.39949066 -0.39884045 -0.39780827 -0.39617266
#> [51,] 0.31702717 0.31679287 0.31642082 0.31583101
#> [52,] -0.28389114 -0.28392461 -0.28397796 -0.28406303
#> [53,] -0.74233385 -0.74217891 -0.74193198 -0.74153822
#> [54,] 0.52203272 0.52161557 0.52095264 0.51990032
#> [55,] 1.78411627 1.78425489 1.78447473 1.78482250
#> [56,] -0.50671335 -0.50665123 -0.50655083 -0.50638726
#> [57,] 0.73407156 0.73410843 0.73416769 0.73426337
#> [58,] 1.62423631 1.62437058 1.62458496 1.62492773
#> [59,] -0.44535014 -0.44502103 -0.44449731 -0.44366418
#> [60,] 0.96249147 0.96266417 0.96293763 0.96336926
#> [61,] -0.77321747 -0.77407080 -0.77542369 -0.77756319
#> [62,] 0.05341194 0.05300887 0.05236952 0.05135762
#> [63,] -0.28052440 -0.28051381 -0.28049740 -0.28047241
#> [64,] -0.13641685 -0.13636666 -0.13628845 -0.13616817
#> [65,] 0.84784379 0.84751647 0.84699864 0.84618248
#> [66,] 0.24855482 0.24822517 0.24770210 0.24687383
#> [67,] 0.92386503 0.92334957 0.92253208 0.92123862
#> [68,] 0.43992558 0.44015381 0.44051509 0.44108500
#> [69,] -0.58858686 -0.58920873 -0.59019493 -0.59175525
#> [70,] 1.33104478 1.33033650 1.32921158 1.32742758
#> [71,] -0.20926568 -0.20960496 -0.21014253 -0.21099185
#> [72,] -0.49645837 -0.49709955 -0.49811604 -0.49972341
#> [73,] -0.07248771 -0.07219895 -0.07173968 -0.07100976
#> [74,] 0.04029285 0.04111071 0.04240692 0.04445574
#> [75,] 0.46866220 0.46869185 0.46874019 0.46882001
#> [76,] -1.55749696 -1.55734579 -1.55710695 -1.55673134
#> [77,] -0.11128580 -0.11115349 -0.11094413 -0.11061404
#> [78,] 1.66856608 1.66842970 1.66821235 1.66786583
#> [79,] 1.56005366 1.55967379 1.55907469 1.55813521
#> [80,] -1.80001575 -1.80061696 -1.80157126 -1.80308324
#> 0.792482898353919 1.26185688306602 2.00923300256505 3.19926713779738
#> [1,] 1.01363121 1.01757659 1.02375786 1.03335444
#> [2,] 0.17867497 0.17995752 0.18196273 0.18506570
#> [3,] -0.77975097 -0.78287621 -0.78772537 -0.79514220
#> [4,] 0.47143069 0.46828158 0.46332114 0.45555831
#> [5,] 0.22090955 0.22050434 0.21982867 0.21868553
#> [6,] 0.02990868 0.03000744 0.03016366 0.03041059
#> [7,] -0.19540013 -0.19105742 -0.18427012 -0.17377457
#> [8,] 0.66184541 0.66255623 0.66370310 0.66555974
#> [9,] 1.89806152 1.89793740 1.89772868 1.89737054
#> [10,] -0.12050144 -0.11954283 -0.11810921 -0.11604233
#> [11,] -1.41072609 -1.40752966 -1.40263432 -1.39529622
#> [12,] 1.00897189 1.00928416 1.00978935 1.01061037
#> [13,] -1.24984151 -1.25163236 -1.25443729 -1.25878838
#> [14,] 1.66494173 1.65866059 1.64880494 1.63347178
#> [15,] 0.77184106 0.77083973 0.76932613 0.76710358
#> [16,] -0.25489465 -0.25466138 -0.25432116 -0.25385252
#> [17,] 0.07212916 0.07625906 0.08271106 0.09268316
#> [18,] 0.76198345 0.76380499 0.76659025 0.77075539
#> [19,] -0.34085263 -0.33616359 -0.32886590 -0.31765144
#> [20,] 0.01837914 0.01907712 0.02013541 0.02169687
#> [21,] -0.54649222 -0.54748132 -0.54895596 -0.55107124
#> [22,] 0.94394857 0.94579641 0.94865847 0.95302337
#> [23,] -0.24989047 -0.25047722 -0.25141274 -0.25290314
#> [24,] -0.45195617 -0.44732344 -0.44005882 -0.42876859
#> [25,] -0.49875074 -0.49941424 -0.50051165 -0.50234989
#> [26,] -0.02466297 -0.02469347 -0.02470991 -0.02466222
#> [27,] 0.65655296 0.65410795 0.65022266 0.64406571
#> [28,] -2.69496777 -2.69859890 -2.70425998 -2.71298290
#> [29,] -0.31873547 -0.31998865 -0.32197380 -0.32510578
#> [30,] -1.32883736 -1.33191711 -1.33666416 -1.34385174
#> [31,] -0.02985363 -0.02802284 -0.02518540 -0.02085165
#> [32,] -1.18620094 -1.18678205 -1.18765869 -1.18894128
#> [33,] -0.37065802 -0.36709333 -0.36153666 -0.35297703
#> [34,] -1.57290552 -1.57167477 -1.56978075 -1.56692021
#> [35,] -0.30393699 -0.29875188 -0.29064906 -0.27811787
#> [36,] 1.35992384 1.35995756 1.35998947 1.35999115
#> [37,] 0.54328669 0.54286737 0.54219954 0.54113806
#> [38,] 0.29797846 0.29752929 0.29685894 0.29589445
#> [39,] -0.37215806 -0.36899366 -0.36409657 -0.35663686
#> [40,] 1.11021131 1.11035479 1.11055963 1.11083222
#> [41,] -0.17626695 -0.16915587 -0.15803357 -0.14081283
#> [42,] -0.96570452 -0.96619330 -0.96694457 -0.96807682
#> [43,] -0.55143416 -0.55319569 -0.55593774 -0.56015273
#> [44,] 0.12301118 0.12345524 0.12411960 0.12507727
#> [45,] -0.32218380 -0.32385036 -0.32644149 -0.33041733
#> [46,] -0.34338576 -0.34233552 -0.34071505 -0.33825664
#> [47,] -0.42382092 -0.42584641 -0.42902063 -0.43394989
#> [48,] -0.39933040 -0.39838480 -0.39688549 -0.39451705
#> [49,] -1.41773263 -1.42002781 -1.42361550 -1.42916455
#> [50,] -0.39358817 -0.38952239 -0.38317052 -0.37335289
#> [51,] 0.31489838 0.31342973 0.31113202 0.30757401
#> [52,] -0.28419879 -0.28441565 -0.28476245 -0.28531751
#> [53,] -0.74090998 -0.73990696 -0.73830517 -0.73575018
#> [54,] 0.51823293 0.51559875 0.51145670 0.50499257
#> [55,] 1.78537058 1.78622912 1.78756118 1.78959709
#> [56,] -0.50611769 -0.50566639 -0.50489592 -0.50355235
#> [57,] 0.73441899 0.73467462 0.73509988 0.73581727
#> [58,] 1.62547697 1.62635966 1.62778371 1.63009036
#> [59,] -0.44233969 -0.44023638 -0.43690309 -0.43164041
#> [60,] 0.96404709 0.96510307 0.96672798 0.96918162
#> [61,] -0.78093319 -0.78620847 -0.79438697 -0.80688126
#> [62,] 0.04976172 0.04725870 0.04336674 0.03739531
#> [63,] -0.28043545 -0.28038345 -0.28031701 -0.28024876
#> [64,] -0.13598715 -0.13572449 -0.13536710 -0.13493757
#> [65,] 0.84490371 0.84291868 0.83988134 0.83533488
#> [66,] 0.24556644 0.24351303 0.24031245 0.23538081
#> [67,] 0.91919954 0.91600347 0.91103824 0.90342820
#> [68,] 0.44197914 0.44337004 0.44550508 0.44871599
#> [69,] -0.59421475 -0.59806927 -0.60405638 -0.61323091
#> [70,] 1.32460508 1.32015618 1.31318485 1.30236083
#> [71,] -0.21232764 -0.21441368 -0.21763567 -0.22252911
#> [72,] -0.50225494 -0.50621696 -0.51235756 -0.52173392
#> [73,] -0.06985101 -0.06801490 -0.06511451 -0.06055670
#> [74,] 0.04768034 0.05272182 0.06052331 0.07240926
#> [75,] 0.46895409 0.46918458 0.46959179 0.47033153
#> [76,] -1.55614488 -1.55523965 -1.55386724 -1.55184397
#> [77,] -0.11009658 -0.10929266 -0.10806094 -0.10621347
#> [78,] 1.66731304 1.66643064 1.66502143 1.66277224
#> [79,] 1.55667516 1.55443828 1.55108805 1.54624749
#> [80,] -1.80547189 -1.80922834 -1.81509392 -1.82415279
#> 5.09413801481639 8.11130830789686 12.9154966501488 20.5651230834865
#> [1,] 1.04804892 1.070091638 1.102188236 1.147017875
#> [2,] 0.18979277 0.196827687 0.206948216 0.220832015
#> [3,] -0.80624445 -0.822348802 -0.844698215 -0.873925107
#> [4,] 0.44353671 0.425229519 0.398074466 0.359370673
#> [5,] 0.21672919 0.213377756 0.207744193 0.198711825
#> [6,] 0.03080163 0.031425360 0.032433401 0.034080613
#> [7,] -0.15780928 -0.134121195 -0.100244636 -0.054271234
#> [8,] 0.66856747 0.673407116 0.681029208 0.692514861
#> [9,] 1.89674315 1.895627580 1.893643153 1.890194685
#> [10,] -0.11323059 -0.109745777 -0.106051807 -0.103169232
#> [11,] -1.38464253 -1.369870687 -1.350639360 -1.327538579
#> [12,] 1.01194746 1.014113985 1.017557167 1.022808920
#> [13,] -1.26543649 -1.275358488 -1.289647862 -1.309179254
#> [14,] 1.60993169 1.574523173 1.522875188 1.450831018
#> [15,] 0.76397941 0.759858956 0.754885890 0.749533658
#> [16,] -0.25327024 -0.252687264 -0.252414600 -0.253062135
#> [17,] 0.10784595 0.130345681 0.162571844 0.206499482
#> [18,] 0.77678187 0.785099922 0.795871868 0.808752436
#> [19,] -0.30074338 -0.275951886 -0.241003141 -0.194284776
#> [20,] 0.02390819 0.026858017 0.030477885 0.034461135
#> [21,] -0.55392477 -0.557410685 -0.561006844 -0.563632449
#> [22,] 0.95952635 0.968885818 0.981707629 0.998120417
#> [23,] -0.25527011 -0.258998516 -0.264767757 -0.273403714
#> [24,] -0.41146653 -0.385521809 -0.347878429 -0.295829805
#> [25,] -0.50546231 -0.510745196 -0.519582984 -0.533789897
#> [26,] -0.02442560 -0.023727871 -0.022055885 -0.018606532
#> [27,] 0.63436872 0.619290833 0.596415795 0.563158201
#> [28,] -2.72618849 -2.745670080 -2.773378276 -2.810881664
#> [29,] -0.33001021 -0.337584684 -0.348999333 -0.365514809
#> [30,] -1.35444975 -1.369492622 -1.389760739 -1.415298265
#> [31,] -0.01437301 -0.004975922 0.008117896 0.025475944
#> [32,] -1.19073182 -1.193060888 -1.195789050 -1.198527641
#> [33,] -0.34002568 -0.320939271 -0.293846902 -0.257305445
#> [34,] -1.56271917 -1.556793224 -1.548884725 -1.539059453
#> [35,] -0.25903912 -0.230650123 -0.189757392 -0.133403530
#> [36,] 1.35989024 1.359533963 1.358659557 1.356933198
#> [37,] 0.53946039 0.536843444 0.532869543 0.527119464
#> [38,] 0.29458207 0.292938403 0.291109032 0.289362702
#> [39,] -0.34553965 -0.329591774 -0.307757271 -0.279740760
#> [40,] 1.11115222 1.111442081 1.111542850 1.111252374
#> [41,] -0.11456009 -0.075458669 -0.019165149 0.058096976
#> [42,] -0.96973351 -0.972054824 -0.975114888 -0.978831430
#> [43,] -0.56651069 -0.575840237 -0.589009661 -0.606657797
#> [44,] 0.12637713 0.127972574 0.129601607 0.130659950
#> [45,] -0.33639849 -0.345141467 -0.357417390 -0.373751519
#> [46,] -0.33461773 -0.329412475 -0.322289690 -0.313043654
#> [47,] -0.44149765 -0.452810771 -0.469239641 -0.492040699
#> [48,] -0.39080280 -0.385058453 -0.376396078 -0.363874942
#> [49,] -1.43760799 -1.450140603 -1.468071845 -1.492418114
#> [50,] -0.35842378 -0.336266123 -0.304513091 -0.261176034
#> [51,] 0.30215257 0.294095742 0.282568186 0.266967096
#> [52,] -0.28620529 -0.287618525 -0.289838626 -0.293230555
#> [53,] -0.73169509 -0.725344249 -0.715676572 -0.701696619
#> [54,] 0.49502548 0.479948353 0.457809798 0.426718885
#> [55,] 1.79263643 1.797011839 1.802971702 1.810447321
#> [56,] -0.50116846 -0.496917814 -0.489467708 -0.477006788
#> [57,] 0.73704093 0.739130441 0.742634052 0.748245656
#> [58,] 1.63383545 1.639896214 1.649556843 1.664431775
#> [59,] -0.42339044 -0.410627578 -0.391345729 -0.363346917
#> [60,] 0.97278379 0.977861150 0.984625884 0.992998203
#> [61,] -0.82555430 -0.852589735 -0.890047718 -0.939027009
#> [62,] 0.02841706 0.015317470 -0.002987349 -0.027084539
#> [63,] -0.28022160 -0.280340785 -0.280814084 -0.281967858
#> [64,] -0.13455595 -0.134548415 -0.135576485 -0.138661134
#> [65,] 0.82874912 0.819650674 0.807875389 0.793873588
#> [66,] 0.22790850 0.216850821 0.200995725 0.179154841
#> [67,] 0.89199713 0.875317505 0.851934889 0.820832637
#> [68,] 0.45339781 0.459919761 0.468430175 0.478572598
#> [69,] -0.62701099 -0.647125317 -0.675364685 -0.713071944
#> [70,] 1.28579174 1.260969545 1.224954713 1.175043562
#> [71,] -0.22977616 -0.240123373 -0.254162985 -0.271971249
#> [72,] -0.53573600 -0.555982758 -0.583977442 -0.620464131
#> [73,] -0.05345714 -0.042561684 -0.026247586 -0.002754324
#> [74,] 0.09010612 0.115606113 0.150759077 0.196573220
#> [75,] 0.47170416 0.474264036 0.478943417 0.487073400
#> [76,] -1.54898729 -1.545211692 -1.540699432 -1.536090722
#> [77,] -0.10352890 -0.099802456 -0.094946058 -0.089114456
#> [78,] 1.65919490 1.653561984 1.644887945 1.632073378
#> [79,] 1.53964263 1.531427658 1.522706331 1.516012721
#> [80,] -1.83791184 -1.858298048 -1.887443650 -1.927100589
#> 32.7454916287773 52.1400828799967 83.0217568131974 132.194114846603
#> [1,] 1.206214120 1.278932511 1.360762708 1.444193067
#> [2,] 0.238700190 0.259899872 0.282735733 0.304879309
#> [3,] -0.909356809 -0.948566336 -0.987722885 -1.022880379
#> [4,] 0.307275037 0.242303826 0.168488136 0.092891528
#> [5,] 0.185329503 0.167510752 0.146562368 0.124913887
#> [6,] 0.036742249 0.040814039 0.046435180 0.053213215
#> [7,] 0.003847267 0.071016982 0.140965319 0.206242140
#> [8,] 0.708617416 0.729061779 0.752133658 0.775148504
#> [9,] 1.884514942 1.875925809 1.864322172 1.850561538
#> [10,] -0.102531987 -0.105346493 -0.111762561 -0.120612854
#> [11,] -1.302274932 -1.277209909 -1.254445675 -1.235188877
#> [12,] 1.030299482 1.040054492 1.051473045 1.063422824
#> [13,] -1.334006650 -1.362744086 -1.392535123 -1.420020750
#> [14,] 1.356348720 1.241928395 1.115896929 0.990667550
#> [15,] 0.744471892 0.740169614 0.736581137 0.733321975
#> [16,] -0.255524798 -0.260701663 -0.268955370 -0.279666205
#> [17,] 0.262540097 0.328291970 0.398204269 0.465069901
#> [18,] 0.822830283 0.836901984 0.849903188 0.861146743
#> [19,] -0.135957567 -0.068951387 0.001040585 0.067152875
#> [20,] 0.038315712 0.041605041 0.044200459 0.046271599
#> [21,] -0.563859143 -0.560630482 -0.554067718 -0.545552929
#> [22,] 1.017339012 1.037475695 1.055992069 1.070758737
#> [23,] -0.285655593 -0.301764085 -0.321009360 -0.341641480
#> [24,] -0.228506954 -0.148592060 -0.062849593 0.019755428
#> [25,] -0.555093613 -0.584083528 -0.619192666 -0.656732764
#> [26,] -0.012417589 -0.002780275 0.010207147 0.025369509
#> [27,] 0.517873759 0.461472005 0.398362178 0.335393283
#> [28,] -2.858496793 -2.914393824 -2.974342155 -3.032682664
#> [29,] -0.387981495 -0.416082894 -0.447818813 -0.479884685
#> [30,] -1.444990183 -1.476552536 -1.507104790 -1.534078001
#> [31,] 0.047196975 0.072694060 0.100576771 0.128737971
#> [32,] -1.200697442 -1.201794349 -1.201702013 -1.200749063
#> [33,] -0.211171302 -0.157436408 -0.100343220 -0.045298443
#> [34,] -1.527855674 -1.516230144 -1.505263094 -1.495796797
#> [35,] -0.060109561 0.028552236 0.126941355 0.226123511
#> [36,] 1.354137672 1.350470080 1.346661822 1.343635593
#> [37,] 0.519410127 0.510112510 0.500262163 0.491187475
#> [38,] 0.287928077 0.286732239 0.285355287 0.283389887
#> [39,] -0.246632057 -0.211178993 -0.177193233 -0.148141513
#> [40,] 1.110492809 1.109546516 1.109072200 1.109694926
#> [41,] 0.157552275 0.275617868 0.403080484 0.527325054
#> [42,] -0.982899217 -0.986830506 -0.990132799 -0.992521727
#> [43,] -0.628798319 -0.654470035 -0.681719073 -0.708080576
#> [44,] 0.130198018 0.127206470 0.121175453 0.112562943
#> [45,] -0.394052637 -0.417301907 -0.441578884 -0.464584863
#> [46,] -0.301709242 -0.288616067 -0.274439707 -0.260213184
#> [47,] -0.521784250 -0.557610808 -0.596850777 -0.635596157
#> [48,] -0.346899037 -0.325787394 -0.302114155 -0.278357279
#> [49,] -1.523212451 -1.558828451 -1.595967087 -1.630711335
#> [50,] -0.205736919 -0.140338881 -0.070153495 -0.002095714
#> [51,] 0.247424958 0.225276878 0.202967027 0.183122153
#> [52,] -0.298166633 -0.304841340 -0.313030699 -0.321995000
#> [53,] -0.683032693 -0.660657749 -0.637019307 -0.615091607
#> [54,] 0.385718016 0.335914208 0.281058836 0.226697852
#> [55,] 1.818763765 1.826551478 1.832192796 1.834704347
#> [56,] -0.457741820 -0.430966775 -0.398129038 -0.362821111
#> [57,] 0.756568812 0.767691910 0.780851900 0.794568759
#> [58,] 1.686004638 1.714711095 1.749029689 1.785484626
#> [59,] -0.325072993 -0.276904609 -0.222115280 -0.166330913
#> [60,] 1.002463443 1.012108269 1.020900639 1.028078601
#> [61,] -0.998628317 -1.065301540 -1.133279521 -1.196266060
#> [62,] -0.056415856 -0.088824356 -0.120881727 -0.149148713
#> [63,] -0.284179397 -0.287695175 -0.292422601 -0.297873419
#> [64,] -0.144884974 -0.154714416 -0.167387539 -0.181060610
#> [65,] 0.778842709 0.764454299 0.752245837 0.743068850
#> [66,] 0.150513247 0.115153451 0.074638265 0.032187736
#> [67,] 0.782075670 0.737363761 0.690073415 0.644483190
#> [68,] 0.489262254 0.498793783 0.505450635 0.508359056
#> [69,] -0.760433305 -0.815813210 -0.875517924 -0.934404942
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#> [71,] -0.292742432 -0.314714851 -0.335626053 -0.353542375
#> [72,] -0.664642993 -0.713706147 -0.763239862 -0.808583826
#> [73,] 0.029182325 0.069336455 0.115204615 0.162301219
#> [74,] 0.252439488 0.315682656 0.381763308 0.445223679
#> [75,] 0.500083980 0.518757250 0.542367006 0.568486219
#> [76,] -1.532514358 -1.531245734 -1.533039718 -1.537614054
#> [77,] -0.082769627 -0.076582625 -0.071186417 -0.066942274
#> [78,] 1.614351558 1.591979729 1.566691620 1.541304473
#> [79,] 1.515136947 1.523710366 1.542990911 1.570585431
#> [80,] -1.977647448 -2.037041959 -2.100549121 -2.161944038
#> 210.490414451202 335.160265093883 533.66992312063 849.753435908644
#> [1,] 1.521038256 1.58539894 1.63510162 1.67110983
#> [2,] 0.324242570 0.33969256 0.35114403 0.35917917
#> [3,] -1.051452398 -1.07281164 -1.08780867 -1.09789785
#> [4,] 0.023188185 -0.03515537 -0.08016150 -0.11273310
#> [5,] 0.105087608 0.08871934 0.07627724 0.06738549
#> [6,] 0.060288057 0.06675250 0.07204244 0.07602136
#> [7,] 0.261163531 0.30348329 0.33396016 0.35487856
#> [8,] 0.795601134 0.81207680 0.82436583 0.83302811
#> [9,] 1.836297008 1.82325211 1.81252727 1.80441587
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#> [12,] 1.074644798 1.08419817 1.09167968 1.09716161
#> [13,] -1.442747707 -1.45990038 -1.47199746 -1.48014865
#> [14,] 0.878293902 0.78632380 0.71659206 0.66675188
#> [15,] 0.730140876 0.72711873 0.72448547 0.72239282
#> [16,] -0.291355101 -0.30237650 -0.31160964 -0.31867568
#> [17,] 0.522768123 0.56826891 0.60167361 0.62494359
#> [18,] 0.870310855 0.87736866 0.88252679 0.88613326
#> [19,] 0.123815022 0.16840223 0.20115936 0.22402263
#> [20,] 0.048037728 0.04958414 0.05088566 0.05190865
#> [21,] -0.536910411 -0.52947261 -0.52375525 -0.51967786
#> [22,] 1.080975840 1.08719694 1.09061642 1.09236737
#> [23,] -0.361432744 -0.37854176 -0.39207066 -0.40203962
#> [24,] 0.091519145 0.14849942 0.19060898 0.22011369
#> [25,] -0.692305102 -0.72257937 -0.74616587 -0.76333692
#> [26,] 0.040814197 0.05473568 0.06606285 0.07457030
#> [27,] 0.279114964 0.23342398 0.19908405 0.17472755
#> [28,] -3.084247229 -3.12600514 -3.15743819 -3.17979603
#> [29,] -0.508933822 -0.53281276 -0.55094250 -0.56389990
#> [30,] -1.555954280 -1.57245596 -1.58421126 -1.59224055
#> [31,] 0.154817643 0.17694860 0.19429275 0.20702154
#> [32,] -1.199451684 -1.19821539 -1.19722775 -1.19651412
#> [33,] 0.002971759 0.04184072 0.07099371 0.09168613
#> [34,] -1.488235641 -1.48257222 -1.47854127 -1.47578152
#> [35,] 0.316718188 0.39216698 0.45022298 0.49218999
#> [36,] 1.341924788 1.34143608 1.34170711 1.34227687
#> [37,] 0.483863960 0.47856496 0.47501640 0.47274746
#> [38,] 0.280837264 0.27808078 0.27555591 0.27351286
#> [39,] -0.125824683 -0.11011916 -0.09972807 -0.09310024
#> [40,] 1.111509935 1.11404860 1.11667648 1.11895173
#> [41,] 0.636891073 0.72523924 0.79143152 0.83831960
#> [42,] -0.994006452 -0.99480042 -0.99516466 -0.99530380
#> [43,] -0.731365381 -0.75028879 -0.76461324 -0.77486086
#> [44,] 0.102705156 0.09316262 0.08504447 0.07877374
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#> [46,] -0.247123817 -0.23610554 -0.22754579 -0.22131422
#> [47,] -0.670120602 -0.69817224 -0.71929874 -0.73431465
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#> [49,] -1.660058872 -1.68278845 -1.69924788 -1.71060299
#> [50,] 0.057663652 0.10568961 0.14158396 0.16696718
#> [51,] 0.167399048 0.15605914 0.14840382 0.14343924
#> [52,] -0.330706117 -0.33828084 -0.34427752 -0.34869142
#> [53,] -0.597007889 -0.58343287 -0.57390575 -0.56750755
#> [54,] 0.178119604 0.13853761 0.10864366 0.08734243
#> [55,] 1.834302179 1.83209078 1.82928199 1.82667631
#> [56,] -0.329348567 -0.30093517 -0.27888258 -0.26288858
#> [57,] 0.807254316 0.81782911 0.82593606 0.83176918
#> [58,] 1.819922674 1.84918751 1.87196769 1.88854188
#> [59,] -0.115415240 -0.07328091 -0.04111493 -0.01802927
#> [60,] 1.033386576 1.03701721 1.03937347 1.04085866
#> [61,] -1.249532884 -1.29110596 -1.32151034 -1.34268221
#> [62,] -0.171554314 -0.18783348 -0.19894628 -0.20623937
#> [63,] -0.303344201 -0.30821181 -0.31213361 -0.31505909
#> [64,] -0.193735033 -0.20414181 -0.21194971 -0.21745057
#> [65,] 0.736925330 0.73321269 0.73114057 0.73004073
#> [66,] -0.008110601 -0.04280948 -0.07021289 -0.09039908
#> [67,] 0.604405378 0.57203308 0.54768763 0.53037354
#> [68,] 0.507921999 0.50542948 0.50224900 0.49928641
#> [69,] -0.987390291 -1.03108553 -1.06449719 -1.08855318
#> [70,] 0.788476314 0.72799141 0.68246539 0.65011089
#> [71,] -0.367510324 -0.37760581 -0.38451675 -0.38908355
#> [72,] -0.846420795 -0.87556416 -0.89663054 -0.91116252
#> [73,] 0.205739122 0.24205708 0.27002547 0.29023277
#> [74,] 0.501178137 0.54667751 0.58115188 0.60583125
#> [75,] 0.593887693 0.61591910 0.63331192 0.64608722
#> [76,] -1.543783069 -1.55014081 -1.55568875 -1.56001825
#> [77,] -0.063878071 -0.06179830 -0.06043983 -0.05957067
#> [78,] 1.518564525 1.50011765 1.48628821 1.47650840
#> [79,] 1.601485423 1.63062368 1.65484130 1.67321048
#> [80,] -2.215736450 -2.25890929 -2.29115292 -2.31394629
#> 1353.04777457981 2154.43469003189 3430.46928631491 5462.27721768434
#> [1,] 1.695998101 1.712643121 1.72353034 1.73054798
#> [2,] 0.364604869 0.368175182 0.37048520 0.37196359
#> [3,] -1.104503361 -1.108757117 -1.11146943 -1.11318868
#> [4,] -0.135227789 -0.150263374 -0.16009409 -0.16642913
#> [5,] 0.061303316 0.057265536 0.05463768 0.05294940
#> [6,] 0.078838148 0.080750749 0.08201376 0.08283277
#> [7,] 0.368780700 0.377828962 0.38364043 0.38734193
#> [8,] 0.838896943 0.842768163 0.84527704 0.84688451
#> [9,] 1.798645903 1.794713693 1.79211027 1.79041909
#> [10,] -0.153756441 -0.156069590 -0.15758269 -0.15855772
#> [11,] -1.189266490 -1.186550229 -1.18478346 -1.18364834
#> [12,] 1.100983227 1.103554723 1.10524371 1.10633539
#> [13,] -1.485486694 -1.488923407 -1.49111399 -1.49250211
#> [14,] 0.632626434 0.609947802 0.59517560 0.58567928
#> [15,] 0.720849908 0.719772593 0.71904790 0.71857231
#> [16,] -0.323739733 -0.327207260 -0.32950993 -0.33100859
#> [17,] 0.640575142 0.650824654 0.65744039 0.66166785
#> [18,] 0.888570037 0.890176363 0.89121746 0.89188467
#> [19,] 0.239413552 0.249523446 0.25605789 0.26023737
#> [20,] 0.052661550 0.053187815 0.05354238 0.05377540
#> [21,] -0.516906478 -0.515078603 -0.51389525 -0.51313791
#> [22,] 1.093230027 1.093651181 1.09385988 1.09396662
#> [23,] -0.409011124 -0.413710311 -0.41679981 -0.41879786
#> [24,] 0.240025615 0.253126671 0.26160335 0.26702876
#> [25,] -0.775237689 -0.783209296 -0.78842820 -0.79179406
#> [26,] 0.080594756 0.084688630 0.08739418 0.08914970
#> [27,] 0.158149325 0.147178700 0.14005345 0.13548177
#> [28,] -3.195055344 -3.205174955 -3.21175767 -3.21598572
#> [29,] -0.572767013 -0.578656334 -0.58249061 -0.58495460
#> [30,] -1.597566809 -1.601031559 -1.60325680 -1.60467427
#> [31,] 0.215907624 0.221893035 0.22582703 0.22837094
#> [32,] -1.196027666 -1.195707062 -1.19549985 -1.19536743
#> [33,] 0.105792237 0.115141054 0.12122021 0.12512403
#> [34,] -1.473944821 -1.472746432 -1.47197496 -1.47148270
#> [35,] 0.521158121 0.540516069 0.55317156 0.56132653
#> [36,] 1.342860374 1.343338950 1.34369077 1.34393394
#> [37,] 0.471328775 0.470448457 0.46990240 0.46956289
#> [38,] 0.271997576 0.270937930 0.27022506 0.26975734
#> [39,] -0.088946471 -0.086358979 -0.08474792 -0.08374325
#> [40,] 1.120708501 1.121967742 1.12282801 1.12339788
#> [41,] 0.870218929 0.891325368 0.90503342 0.91382889
#> [42,] -0.995341989 -0.995342008 -0.99533120 -0.99531977
#> [43,] -0.781889104 -0.786567305 -0.78961838 -0.79158152
#> [44,] 0.074253944 0.071148115 0.06908108 0.06773392
#> [45,] -0.525622294 -0.529290076 -0.53166789 -0.53319183
#> [46,] -0.216992143 -0.214094917 -0.21219707 -0.21097260
#> [47,] -0.744552292 -0.751335174 -0.75574414 -0.75857452
#> [48,] -0.210118807 -0.205804390 -0.20299541 -0.20119024
#> [49,] -1.718181197 -1.723129079 -1.72631407 -1.72834576
#> [50,] 0.184216651 0.195621522 0.20302518 0.20777416
#> [51,] 0.140286402 0.138302626 0.13705852 0.13627881
#> [52,] -0.351772743 -0.353846305 -0.35520782 -0.35608754
#> [53,] -0.563325503 -0.560635690 -0.55892200 -0.55783633
#> [54,] 0.072789759 0.063133228 0.05684960 0.05281283
#> [55,] 1.824605086 1.823099773 1.82206401 1.82137518
#> [56,] -0.251838119 -0.244453324 -0.23962649 -0.23651693
#> [57,] 0.835779304 0.838450922 0.84019380 0.84131528
#> [58,] 1.900024096 1.907713016 1.91274581 1.91599117
#> [59,] -0.002183393 0.008362906 0.01523865 0.01966115
#> [60,] 1.041783179 1.042356987 1.04271357 1.04293572
#> [61,] -1.356918383 -1.366264698 -1.37230404 -1.37616637
#> [62,] -0.210920463 -0.213890805 -0.21576521 -0.21694502
#> [63,] -0.317121368 -0.318518673 -0.31944040 -0.32003776
#> [64,] -0.221167245 -0.223611556 -0.22519178 -0.22620242
#> [65,] 0.729468505 0.729169046 0.72900861 0.72891987
#> [66,] -0.104515187 -0.114030461 -0.12028651 -0.12433251
#> [67,] 0.518554765 0.510715127 0.50561453 0.50233797
#> [68,] 0.496923367 0.495201478 0.49401451 0.49322415
#> [69,] -1.105115969 -1.116166251 -1.12338314 -1.12803059
#> [70,] 0.628049801 0.613431049 0.60392727 0.59782552
#> [71,] -0.392037576 -0.393924860 -0.39512212 -0.39587856
#> [72,] -0.920865475 -0.927204074 -0.93128613 -0.93389090
#> [73,] 0.304169092 0.313474604 0.31955443 0.32347045
#> [74,] 0.622763459 0.634035837 0.64138801 0.64611870
#> [75,] 0.654993413 0.660981768 0.66491177 0.66745027
#> [76,] -1.563151261 -1.565307254 -1.56674281 -1.56767852
#> [77,] -0.059020130 -0.058672992 -0.05845456 -0.05831724
#> [78,] 1.469869637 1.465485697 1.46264273 1.46082055
#> [79,] 1.686277658 1.695176168 1.70106294 1.70488455
#> [80,] -2.329433241 -2.339672058 -2.34631856 -2.35058182
#> 8697.49002617783 13848.8637139387 22051.3073990304 35111.9173421513
#> [1,] 1.73502871 1.73787233 1.73967003 1.74080374
#> [2,] 0.37290321 0.37349777 0.37387294 0.37410926
#> [3,] -1.11427458 -1.11495896 -1.11538971 -1.11566061
#> [4,] -0.17047337 -0.17303970 -0.17466200 -0.17568506
#> [5,] 0.05187374 0.05119203 0.05076143 0.05049002
#> [6,] 0.08335769 0.08369161 0.08390303 0.08403649
#> [7,] 0.38968720 0.39116828 0.39210167 0.39268915
#> [8,] 0.84790690 0.84855415 0.84896269 0.84922008
#> [9,] 1.78933393 1.78864311 1.78820552 1.78792921
#> [10,] -0.15918009 -0.15957496 -0.15982455 -0.15998193
#> [11,] -1.18292499 -1.18246647 -1.18217681 -1.18199422
#> [12,] 1.10703368 1.10747735 1.10775803 1.10793513
#> [13,] -1.49337866 -1.49393101 -1.49427863 -1.49449723
#> [14,] 0.57962630 0.57578907 0.57336488 0.57183674
#> [15,] 0.71826514 0.71806879 0.71794409 0.71786522
#> [16,] -0.33197137 -0.33258475 -0.33297347 -0.33321899
#> [17,] 0.66435199 0.66604933 0.66711994 0.66779414
#> [18,] 0.89230912 0.89257788 0.89274753 0.89285443
#> [19,] 0.26289272 0.26457257 0.26563243 0.26629998
#> [20,] 0.05392604 0.05402240 0.05408363 0.05412237
#> [21,] -0.51265665 -0.51235218 -0.51216008 -0.51203908
#> [22,] 1.09402344 1.09405493 1.09407301 1.09408369
#> [23,] -0.42007632 -0.42088877 -0.42140282 -0.42172718
#> [24,] 0.27047716 0.27265931 0.27403631 0.27490370
#> [25,] -0.79394386 -0.79530849 -0.79617130 -0.79671547
#> [26,] 0.09027533 0.09099160 0.09144518 0.09173153
#> [27,] 0.13257140 0.13072787 0.12956381 0.12883025
#> [28,] -3.21867920 -3.22038612 -3.22146423 -3.22214375
#> [29,] -0.58652478 -0.58752001 -0.58814869 -0.58854497
#> [30,] -1.60557250 -1.60613980 -1.60649735 -1.60672241
#> [31,] 0.22999859 0.23103293 0.23168738 0.23210033
#> [32,] -1.19528339 -1.19523026 -1.19519676 -1.19517567
#> [33,] 0.12761068 0.12918642 0.13018163 0.13080888
#> [34,] -1.47117041 -1.47097303 -1.47084856 -1.47077020
#> [35,] 0.56653249 0.56983597 0.57192425 0.57324115
#> [36,] 1.34409596 1.34420152 1.34426936 1.34431258
#> [37,] 0.46935124 0.46921898 0.46913620 0.46908433
#> [38,] 0.26945537 0.26926238 0.26913984 0.26906234
#> [39,] -0.08311554 -0.08272272 -0.08247660 -0.08232227
#> [40,] 1.12376804 1.12400551 1.12415665 1.12425237
#> [41,] 0.91942828 0.92297520 0.92521486 0.92662624
#> [42,] -0.99531065 -0.99530414 -0.99529973 -0.99529683
#> [43,] -0.79283360 -0.79362766 -0.79412944 -0.79444580
#> [44,] 0.06686773 0.06631559 0.06596556 0.06574442
#> [45,] -0.53416131 -0.53477515 -0.53516265 -0.53540680
#> [46,] -0.21019031 -0.20969366 -0.20937961 -0.20918153
#> [47,] -0.76037699 -0.76151899 -0.76224019 -0.76269471
#> [48,] -0.20003986 -0.19931069 -0.19885007 -0.19855973
#> [49,] -1.72963431 -1.73044859 -1.73096197 -1.73128517
#> [50,] 0.21079689 0.21271140 0.21392021 0.21468193
#> [51,] 0.13579004 0.13548350 0.13529116 0.13517045
#> [52,] -0.35665007 -0.35700741 -0.35723345 -0.35737605
#> [53,] -0.55715084 -0.55671891 -0.55644708 -0.55627615
#> [54,] 0.05024086 0.04861083 0.04758122 0.04693226
#> [55,] 1.82092674 1.82063868 1.82045518 1.82033890
#> [56,] -0.23453225 -0.23327303 -0.23247710 -0.23197521
#> [57,] 0.84203054 0.84248414 0.84277077 0.84295148
#> [58,] 1.91806384 1.91937942 1.92021118 1.92073576
#> [59,] 0.02248102 0.02426904 0.02539877 0.02611097
#> [60,] 1.04307444 1.04316122 1.04321559 1.04324968
#> [61,] -1.37862006 -1.38017228 -1.38115160 -1.38176841
#> [62,] -0.21768675 -0.21815282 -0.21844560 -0.21862950
#> [63,] -0.32042050 -0.32066393 -0.32081804 -0.32091531
#> [64,] -0.22684441 -0.22725050 -0.22750668 -0.22766803
#> [65,] 0.72886919 0.72883943 0.72882158 0.72881070
#> [66,] -0.12692140 -0.12856662 -0.12960761 -0.13026446
#> [67,] 0.50025042 0.49892741 0.49809174 0.49756501
#> [68,] 0.49270918 0.49237821 0.49216731 0.49203364
#> [69,] -1.13099622 -1.13287760 -1.13406671 -1.13481651
#> [70,] 0.59393944 0.59147718 0.58992216 0.58894213
#> [71,] -0.39635535 -0.39665546 -0.39684419 -0.39696282
#> [72,] -0.93554330 -0.93658765 -0.93724615 -0.93766075
#> [73,] 0.32596961 0.32755516 0.32855734 0.32918927
#> [74,] 0.64913591 0.65104940 0.65225857 0.65302093
#> [75,] 0.66907322 0.67010405 0.67075606 0.67116738
#> [76,] -1.56828015 -1.56866365 -1.56890676 -1.56906034
#> [77,] -0.05823096 -0.05817675 -0.05814270 -0.05812131
#> [78,] 1.45966133 1.45892738 1.45846407 1.45817216
#> [79,] 1.70733558 1.70889546 1.70988334 1.71050703
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#> 55908.1018251222 89021.5085445039 141747.41629268 225701.971963392
#> [1,] 1.74151761 1.74196668 1.74224900 1.74242642
#> [2,] 0.37425795 0.37435144 0.37441020 0.37444712
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#> [17,] 0.66821828 0.66848494 0.66865252 0.66875781
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#> [22,] 1.09409012 1.09409406 1.09409649 1.09409799
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#> [26,] 0.09191196 0.09202551 0.09209691 0.09214179
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#> [28,] -3.22257148 -3.22284048 -3.22300957 -3.22311583
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#> [37,] 0.46905179 0.46903138 0.46901857 0.46901052
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#> [40,] 1.12431281 1.12435089 1.12437485 1.12438993
#> [41,] 0.92751454 0.92807316 0.92842429 0.92864493
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#> [58,] 1.92106609 1.92127389 1.92140453 1.92148663
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#> [67,] 0.49723346 0.49702494 0.49689386 0.49681149
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#> [74,] 0.65350088 0.65380277 0.65399254 0.65411180
#> [75,] 0.67142643 0.67158941 0.67169188 0.67175628
#> [76,] -1.56915715 -1.56921809 -1.56925642 -1.56928051
#> [77,] -0.05810788 -0.05809945 -0.05809415 -0.05809082
#> [78,] 1.45798846 1.45787295 1.45780034 1.45775472
#> [79,] 1.71090003 1.71114736 1.71130289 1.71140065
#> [80,] -2.35721340 -2.35748404 -2.35765416 -2.35776105
#> 359381.366380463 572236.765935022 911162.756115487 1450828.77849594
#> [1,] 1.74253789 1.74260791 1.74265190 1.74267953
#> [2,] 0.37447032 0.37448489 0.37449404 0.37449978
#> [3,] -1.11607384 -1.11609050 -1.11610096 -1.11610753
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#> [7,] 0.39358604 0.39362221 0.39364493 0.39365920
#> [8,] 0.84961341 0.84962928 0.84963925 0.84964551
#> [9,] 1.78750605 1.78748895 1.78747821 1.78747146
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#> [11,] -1.18171504 -1.18170377 -1.18169670 -1.18169225
#> [12,] 1.10820614 1.10821709 1.10822396 1.10822828
#> [13,] -1.49483066 -1.49484410 -1.49485254 -1.49485784
#> [14,] 0.56950026 0.56940594 0.56934669 0.56930948
#> [15,] 0.71774424 0.71773934 0.71773627 0.71773434
#> [16,] -0.33359511 -0.33361031 -0.33361986 -0.33362586
#> [17,] 0.66882396 0.66886551 0.66889160 0.66890799
#> [18,] 0.89301780 0.89302439 0.89302853 0.89303114
#> [19,] 0.26731981 0.26736096 0.26738680 0.26740303
#> [20,] 0.05418180 0.05418421 0.05418572 0.05418667
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#> [22,] 1.09409893 1.09409952 1.09409989 1.09410012
#> [23,] -0.42222360 -0.42224365 -0.42225624 -0.42226416
#> [24,] 0.27622898 0.27628246 0.27631605 0.27633715
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#> [26,] 0.09216999 0.09218771 0.09219884 0.09220583
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#> [28,] -3.22318258 -3.22322451 -3.22325085 -3.22326739
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#> [32,] -1.19514346 -1.19514216 -1.19514135 -1.19514084
#> [33,] 0.13176778 0.13180649 0.13183080 0.13184607
#> [34,] -1.47065051 -1.47064568 -1.47064265 -1.47064075
#> [35,] 0.57525542 0.57533676 0.57538785 0.57541993
#> [36,] 1.34437934 1.34438205 1.34438376 1.34438483
#> [37,] 0.46900547 0.46900230 0.46900031 0.46899906
#> [38,] 0.26894348 0.26893867 0.26893565 0.26893376
#> [39,] -0.08208751 -0.08207807 -0.08207214 -0.08206841
#> [40,] 1.12439940 1.12440535 1.12440909 1.12441144
#> [41,] 0.92878354 0.92887062 0.92892531 0.92895966
#> [42,] -0.99529222 -0.99529203 -0.99529191 -0.99529184
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#> [50,] 0.21584618 0.21589317 0.21592268 0.21594122
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#> [52,] -0.35759425 -0.35760307 -0.35760860 -0.35761208
#> [53,] -0.55601542 -0.55600491 -0.55599831 -0.55599416
#> [54,] 0.04594012 0.04590007 0.04587491 0.04585911
#> [55,] 1.82016023 1.82015299 1.82014845 1.82014559
#> [56,] -0.23120758 -0.23117659 -0.23115712 -0.23114489
#> [57,] 0.84322782 0.84323898 0.84324599 0.84325039
#> [58,] 1.92153822 1.92157062 1.92159098 1.92160376
#> [59,] 0.02720001 0.02724397 0.02727159 0.02728893
#> [60,] 1.04330152 1.04330361 1.04330492 1.04330574
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#> [69,] -1.13596325 -1.13600955 -1.13603863 -1.13605690
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#> [73,] 0.33015577 0.33019480 0.33021931 0.33023471
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#> [75,] 0.67179674 0.67182216 0.67183812 0.67184815
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#> [80,] -2.35782820 -2.35787038 -2.35789688 -2.35791352
#> 2310129.70008316 3678379.77182862 5857020.81805667 9326033.46883218
#> [1,] 1.74269688 1.74270777 1.74271462 1.74271892
#> [2,] 0.37450339 0.37450566 0.37450709 0.37450798
#> [3,] -1.11611166 -1.11611425 -1.11611588 -1.11611690
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#> [5,] 0.05003707 0.05003447 0.05003283 0.05003180
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#> [7,] 0.39366816 0.39367379 0.39367733 0.39367955
#> [8,] 0.84964944 0.84965191 0.84965347 0.84965444
#> [9,] 1.78746723 1.78746457 1.78746289 1.78746184
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#> [18,] 0.89303277 0.89303379 0.89303444 0.89303484
#> [19,] 0.26741323 0.26741963 0.26742365 0.26742618
#> [20,] 0.05418726 0.05418764 0.05418787 0.05418802
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#> [22,] 1.09410027 1.09410036 1.09410041 1.09410045
#> [23,] -0.42226912 -0.42227225 -0.42227421 -0.42227544
#> [24,] 0.27635040 0.27635872 0.27636394 0.27636723
#> [25,] -0.79762423 -0.79762946 -0.79763274 -0.79763481
#> [26,] 0.09221022 0.09221298 0.09221471 0.09221580
#> [27,] 0.12760627 0.12759923 0.12759481 0.12759203
#> [28,] -3.22327778 -3.22328431 -3.22328841 -3.22329098
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#> [33,] 0.13185566 0.13186168 0.13186546 0.13186784
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#> [35,] 0.57544009 0.57545274 0.57546069 0.57546569
#> [36,] 1.34438550 1.34438592 1.34438619 1.34438636
#> [37,] 0.46899827 0.46899778 0.46899747 0.46899728
#> [38,] 0.26893257 0.26893182 0.26893135 0.26893105
#> [39,] -0.08206607 -0.08206460 -0.08206368 -0.08206310
#> [40,] 1.12441291 1.12441384 1.12441442 1.12441479
#> [41,] 0.92898123 0.92899478 0.92900329 0.92900863
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#> [52,] -0.35761426 -0.35761563 -0.35761650 -0.35761704
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#> [55,] 1.82014380 1.82014267 1.82014196 1.82014152
#> [56,] -0.23113721 -0.23113239 -0.23112936 -0.23112746
#> [57,] 0.84325315 0.84325489 0.84325598 0.84325667
#> [58,] 1.92161179 1.92161683 1.92162000 1.92162199
#> [59,] 0.02729983 0.02730667 0.02731097 0.02731367
#> [60,] 1.04330626 1.04330658 1.04330678 1.04330691
#> [61,] -1.38279704 -1.38280295 -1.38280667 -1.38280900
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#> [66,] -0.13136192 -0.13136824 -0.13137221 -0.13137470
#> [67,] 0.49668595 0.49668089 0.49667771 0.49667572
#> [68,] 0.49180930 0.49180800 0.49180719 0.49180668
#> [69,] -1.13606837 -1.13607558 -1.13608010 -1.13608295
#> [70,] 0.58730670 0.58729729 0.58729138 0.58728767
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#> [73,] 0.33024438 0.33025045 0.33025426 0.33025666
#> [74,] 0.65429359 0.65430092 0.65430552 0.65430841
#> [75,] 0.67185445 0.67185841 0.67186089 0.67186245
#> [76,] -1.56931725 -1.56931873 -1.56931966 -1.56932025
#> [77,] -0.05808575 -0.05808555 -0.05808542 -0.05808534
#> [78,] 1.45768519 1.45768239 1.45768063 1.45767952
#> [79,] 1.71154970 1.71155571 1.71155948 1.71156185
#> [80,] -2.35792397 -2.35793054 -2.35793466 -2.35793725
#> 14849682.6225447 23644894.1264541 37649358.0679246 59948425.0318942
#> [1,] 1.74272162 1.74272331 1.74272438 1.74272504
#> [2,] 0.37450854 0.37450889 0.37450912 0.37450925
#> [3,] -1.11611754 -1.11611795 -1.11611820 -1.11611836
#> [4,] -0.17741566 -0.17741719 -0.17741815 -0.17741875
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#> [6,] 0.08426247 0.08426267 0.08426279 0.08426287
#> [7,] 0.39368094 0.39368182 0.39368237 0.39368271
#> [8,] 0.84965505 0.84965544 0.84965568 0.84965583
#> [9,] 1.78746118 1.78746077 1.78746051 1.78746035
#> [10,] -0.16024813 -0.16024837 -0.16024851 -0.16024861
#> [11,] -1.18168547 -1.18168520 -1.18168503 -1.18168492
#> [12,] 1.10823486 1.10823513 1.10823529 1.10823540
#> [13,] -1.49486592 -1.49486625 -1.49486645 -1.49486658
#> [14,] 0.56925279 0.56925050 0.56924907 0.56924817
#> [15,] 0.71773140 0.71773128 0.71773120 0.71773116
#> [16,] -0.33363499 -0.33363536 -0.33363559 -0.33363574
#> [17,] 0.66893296 0.66893397 0.66893460 0.66893500
#> [18,] 0.89303510 0.89303526 0.89303536 0.89303542
#> [19,] 0.26742776 0.26742876 0.26742939 0.26742978
#> [20,] 0.05418811 0.05418817 0.05418821 0.05418823
#> [21,] -0.51183468 -0.51183449 -0.51183438 -0.51183431
#> [22,] 1.09410047 1.09410049 1.09410050 1.09410050
#> [23,] -0.42227621 -0.42227669 -0.42227700 -0.42227719
#> [24,] 0.27636929 0.27637058 0.27637139 0.27637191
#> [25,] -0.79763610 -0.79763692 -0.79763743 -0.79763775
#> [26,] 0.09221648 0.09221691 0.09221718 0.09221735
#> [27,] 0.12759029 0.12758919 0.12758850 0.12758807
#> [28,] -3.22329260 -3.22329361 -3.22329425 -3.22329465
#> [29,] -0.58921499 -0.58921558 -0.58921595 -0.58921619
#> [30,] -1.60710236 -1.60710270 -1.60710291 -1.60710304
#> [31,] 0.23279930 0.23279992 0.23280031 0.23280055
#> [32,] -1.19514005 -1.19514002 -1.19514000 -1.19513999
#> [33,] 0.13186933 0.13187027 0.13187086 0.13187123
#> [34,] -1.47063785 -1.47063773 -1.47063766 -1.47063761
#> [35,] 0.57546882 0.57547079 0.57547203 0.57547280
#> [36,] 1.34438646 1.34438653 1.34438657 1.34438659
#> [37,] 0.46899715 0.46899708 0.46899703 0.46899700
#> [38,] 0.26893087 0.26893075 0.26893068 0.26893063
#> [39,] -0.08206273 -0.08206251 -0.08206236 -0.08206227
#> [40,] 1.12441502 1.12441516 1.12441525 1.12441531
#> [41,] 0.92901199 0.92901410 0.92901542 0.92901625
#> [42,] -0.99529172 -0.99529172 -0.99529172 -0.99529171
#> [43,] -0.79498084 -0.79498131 -0.79498161 -0.79498180
#> [44,] 0.06536966 0.06536932 0.06536912 0.06536899
#> [45,] -0.53581942 -0.53581979 -0.53582002 -0.53582016
#> [46,] -0.20884638 -0.20884608 -0.20884590 -0.20884578
#> [47,] -0.76346307 -0.76346374 -0.76346417 -0.76346444
#> [48,] -0.19806881 -0.19806838 -0.19806811 -0.19806794
#> [49,] -1.73183096 -1.73183144 -1.73183175 -1.73183194
#> [50,] 0.21596946 0.21597060 0.21597132 0.21597176
#> [51,] 0.13496726 0.13496708 0.13496697 0.13496690
#> [52,] -0.35761738 -0.35761759 -0.35761772 -0.35761781
#> [53,] -0.55598785 -0.55598759 -0.55598743 -0.55598733
#> [54,] 0.04583504 0.04583407 0.04583346 0.04583308
#> [55,] 1.82014124 1.82014106 1.82014095 1.82014089
#> [56,] -0.23112626 -0.23112551 -0.23112504 -0.23112475
#> [57,] 0.84325710 0.84325737 0.84325753 0.84325764
#> [58,] 1.92162324 1.92162402 1.92162451 1.92162482
#> [59,] 0.02731536 0.02731643 0.02731709 0.02731751
#> [60,] 1.04330699 1.04330704 1.04330707 1.04330709
#> [61,] -1.38281047 -1.38281139 -1.38281197 -1.38281233
#> [62,] -0.21893931 -0.21893958 -0.21893975 -0.21893986
#> [63,] -0.32108001 -0.32108016 -0.32108025 -0.32108031
#> [64,] -0.22794059 -0.22794083 -0.22794098 -0.22794108
#> [65,] 0.72879297 0.72879296 0.72879295 0.72879294
#> [66,] -0.13137626 -0.13137725 -0.13137786 -0.13137825
#> [67,] 0.49667446 0.49667368 0.49667318 0.49667287
#> [68,] 0.49180636 0.49180615 0.49180603 0.49180595
#> [69,] -1.13608473 -1.13608585 -1.13608656 -1.13608700
#> [70,] 0.58728533 0.58728387 0.58728295 0.58728237
#> [71,] -0.39716282 -0.39716299 -0.39716310 -0.39716317
#> [72,] -0.93836091 -0.93836153 -0.93836192 -0.93836216
#> [73,] 0.33025816 0.33025911 0.33025970 0.33026007
#> [74,] 0.65431022 0.65431136 0.65431208 0.65431252
#> [75,] 0.67186343 0.67186405 0.67186443 0.67186468
#> [76,] -1.56932061 -1.56932084 -1.56932099 -1.56932108
#> [77,] -0.05808529 -0.05808526 -0.05808524 -0.05808522
#> [78,] 1.45767883 1.45767839 1.45767812 1.45767795
#> [79,] 1.71156334 1.71156427 1.71156486 1.71156523
#> [80,] -2.35793887 -2.35793990 -2.35794054 -2.35794094
#> 95454845.6661833 151991108.295293 242012826.479438 385352859.371052
#> [1,] 1.74272546 1.74272573 1.74272589 1.74272600
#> [2,] 0.37450934 0.37450940 0.37450943 0.37450945
#> [3,] -1.11611846 -1.11611852 -1.11611856 -1.11611859
#> [4,] -0.17741913 -0.17741937 -0.17741952 -0.17741961
#> [5,] 0.05003023 0.05003017 0.05003013 0.05003011
#> [6,] 0.08426292 0.08426295 0.08426297 0.08426298
#> [7,] 0.39368293 0.39368307 0.39368315 0.39368320
#> [8,] 0.84965592 0.84965598 0.84965602 0.84965604
#> [9,] 1.78746024 1.78746018 1.78746014 1.78746011
#> [10,] -0.16024867 -0.16024870 -0.16024873 -0.16024874
#> [11,] -1.18168486 -1.18168481 -1.18168479 -1.18168477
#> [12,] 1.10823546 1.10823550 1.10823553 1.10823555
#> [13,] -1.49486666 -1.49486671 -1.49486674 -1.49486676
#> [14,] 0.56924760 0.56924725 0.56924703 0.56924689
#> [15,] 0.71773113 0.71773111 0.71773110 0.71773109
#> [16,] -0.33363583 -0.33363589 -0.33363592 -0.33363595
#> [17,] 0.66893524 0.66893540 0.66893550 0.66893556
#> [18,] 0.89303546 0.89303549 0.89303550 0.89303551
#> [19,] 0.26743003 0.26743018 0.26743028 0.26743034
#> [20,] 0.05418825 0.05418826 0.05418826 0.05418826
#> [21,] -0.51183427 -0.51183424 -0.51183422 -0.51183421
#> [22,] 1.09410050 1.09410051 1.09410051 1.09410051
#> [23,] -0.42227731 -0.42227739 -0.42227743 -0.42227746
#> [24,] 0.27637223 0.27637243 0.27637255 0.27637263
#> [25,] -0.79763795 -0.79763808 -0.79763816 -0.79763821
#> [26,] 0.09221745 0.09221752 0.09221756 0.09221759
#> [27,] 0.12758780 0.12758763 0.12758752 0.12758745
#> [28,] -3.22329490 -3.22329506 -3.22329516 -3.22329522
#> [29,] -0.58921633 -0.58921643 -0.58921648 -0.58921652
#> [30,] -1.60710312 -1.60710318 -1.60710321 -1.60710323
#> [31,] 0.23280070 0.23280080 0.23280086 0.23280090
#> [32,] -1.19513998 -1.19513998 -1.19513998 -1.19513997
#> [33,] 0.13187146 0.13187161 0.13187170 0.13187175
#> [34,] -1.47063758 -1.47063756 -1.47063755 -1.47063754
#> [35,] 0.57547329 0.57547360 0.57547379 0.57547391
#> [36,] 1.34438661 1.34438662 1.34438663 1.34438663
#> [37,] 0.46899698 0.46899697 0.46899696 0.46899695
#> [38,] 0.26893060 0.26893058 0.26893057 0.26893057
#> [39,] -0.08206222 -0.08206218 -0.08206216 -0.08206214
#> [40,] 1.12441535 1.12441537 1.12441538 1.12441539
#> [41,] 0.92901678 0.92901710 0.92901731 0.92901744
#> [42,] -0.99529171 -0.99529171 -0.99529171 -0.99529171
#> [43,] -0.79498191 -0.79498199 -0.79498203 -0.79498206
#> [44,] 0.06536890 0.06536885 0.06536882 0.06536880
#> [45,] -0.53582025 -0.53582031 -0.53582034 -0.53582037
#> [46,] -0.20884571 -0.20884566 -0.20884563 -0.20884561
#> [47,] -0.76346461 -0.76346471 -0.76346478 -0.76346482
#> [48,] -0.19806783 -0.19806776 -0.19806772 -0.19806769
#> [49,] -1.73183206 -1.73183213 -1.73183218 -1.73183221
#> [50,] 0.21597205 0.21597222 0.21597233 0.21597240
#> [51,] 0.13496685 0.13496682 0.13496681 0.13496680
#> [52,] -0.35761786 -0.35761789 -0.35761791 -0.35761793
#> [53,] -0.55598727 -0.55598723 -0.55598720 -0.55598719
#> [54,] 0.04583284 0.04583269 0.04583260 0.04583254
#> [55,] 1.82014084 1.82014081 1.82014080 1.82014079
#> [56,] -0.23112456 -0.23112444 -0.23112437 -0.23112432
#> [57,] 0.84325771 0.84325775 0.84325778 0.84325779
#> [58,] 1.92162502 1.92162514 1.92162522 1.92162527
#> [59,] 0.02731778 0.02731794 0.02731805 0.02731811
#> [60,] 1.04330711 1.04330711 1.04330712 1.04330712
#> [61,] -1.38281256 -1.38281270 -1.38281279 -1.38281285
#> [62,] -0.21893993 -0.21893997 -0.21894000 -0.21894001
#> [63,] -0.32108035 -0.32108037 -0.32108038 -0.32108039
#> [64,] -0.22794114 -0.22794117 -0.22794120 -0.22794121
#> [65,] 0.72879294 0.72879294 0.72879294 0.72879293
#> [66,] -0.13137850 -0.13137865 -0.13137874 -0.13137880
#> [67,] 0.49667268 0.49667255 0.49667248 0.49667243
#> [68,] 0.49180590 0.49180587 0.49180585 0.49180584
#> [69,] -1.13608728 -1.13608745 -1.13608756 -1.13608763
#> [70,] 0.58728201 0.58728178 0.58728164 0.58728155
#> [71,] -0.39716322 -0.39716324 -0.39716326 -0.39716327
#> [72,] -0.93836231 -0.93836241 -0.93836247 -0.93836251
#> [73,] 0.33026031 0.33026046 0.33026055 0.33026061
#> [74,] 0.65431281 0.65431298 0.65431310 0.65431317
#> [75,] 0.67186483 0.67186492 0.67186498 0.67186502
#> [76,] -1.56932114 -1.56932117 -1.56932119 -1.56932121
#> [77,] -0.05808522 -0.05808521 -0.05808521 -0.05808521
#> [78,] 1.45767784 1.45767777 1.45767773 1.45767770
#> [79,] 1.71156546 1.71156560 1.71156569 1.71156575
#> [80,] -2.35794119 -2.35794135 -2.35794145 -2.35794151
#> 613590727.341319 977009957.299225 1555676143.93047 2477076355.99171
#> [1,] 1.74272606 1.74272610 1.74272613 1.74272615
#> [2,] 0.37450947 0.37450947 0.37450948 0.37450948
#> [3,] -1.11611860 -1.11611861 -1.11611862 -1.11611862
#> [4,] -0.17741967 -0.17741971 -0.17741973 -0.17741975
#> [5,] 0.05003009 0.05003008 0.05003008 0.05003007
#> [6,] 0.08426299 0.08426300 0.08426300 0.08426300
#> [7,] 0.39368324 0.39368326 0.39368327 0.39368328
#> [8,] 0.84965606 0.84965607 0.84965607 0.84965608
#> [9,] 1.78746010 1.78746009 1.78746008 1.78746008
#> [10,] -0.16024875 -0.16024875 -0.16024876 -0.16024876
#> [11,] -1.18168476 -1.18168475 -1.18168475 -1.18168475
#> [12,] 1.10823556 1.10823556 1.10823557 1.10823557
#> [13,] -1.49486677 -1.49486678 -1.49486679 -1.49486679
#> [14,] 0.56924680 0.56924674 0.56924671 0.56924669
#> [15,] 0.71773109 0.71773108 0.71773108 0.71773108
#> [16,] -0.33363596 -0.33363597 -0.33363597 -0.33363598
#> [17,] 0.66893560 0.66893562 0.66893564 0.66893565
#> [18,] 0.89303552 0.89303552 0.89303552 0.89303552
#> [19,] 0.26743038 0.26743040 0.26743042 0.26743043
#> [20,] 0.05418827 0.05418827 0.05418827 0.05418827
#> [21,] -0.51183420 -0.51183420 -0.51183419 -0.51183419
#> [22,] 1.09410051 1.09410051 1.09410051 1.09410051
#> [23,] -0.42227748 -0.42227749 -0.42227750 -0.42227751
#> [24,] 0.27637268 0.27637271 0.27637273 0.27637275
#> [25,] -0.79763824 -0.79763826 -0.79763827 -0.79763828
#> [26,] 0.09221760 0.09221762 0.09221762 0.09221763
#> [27,] 0.12758741 0.12758738 0.12758737 0.12758736
#> [28,] -3.22329526 -3.22329529 -3.22329530 -3.22329531
#> [29,] -0.58921654 -0.58921656 -0.58921657 -0.58921657
#> [30,] -1.60710324 -1.60710325 -1.60710326 -1.60710326
#> [31,] 0.23280092 0.23280094 0.23280095 0.23280095
#> [32,] -1.19513997 -1.19513997 -1.19513997 -1.19513997
#> [33,] 0.13187179 0.13187181 0.13187183 0.13187184
#> [34,] -1.47063754 -1.47063754 -1.47063754 -1.47063753
#> [35,] 0.57547399 0.57547404 0.57547407 0.57547408
#> [36,] 1.34438663 1.34438663 1.34438664 1.34438664
#> [37,] 0.46899695 0.46899695 0.46899695 0.46899695
#> [38,] 0.26893056 0.26893056 0.26893056 0.26893056
#> [39,] -0.08206214 -0.08206213 -0.08206213 -0.08206212
#> [40,] 1.12441540 1.12441540 1.12441540 1.12441540
#> [41,] 0.92901752 0.92901757 0.92901760 0.92901762
#> [42,] -0.99529171 -0.99529171 -0.99529171 -0.99529171
#> [43,] -0.79498208 -0.79498209 -0.79498210 -0.79498210
#> [44,] 0.06536879 0.06536878 0.06536877 0.06536877
#> [45,] -0.53582038 -0.53582039 -0.53582039 -0.53582040
#> [46,] -0.20884560 -0.20884559 -0.20884559 -0.20884559
#> [47,] -0.76346485 -0.76346486 -0.76346487 -0.76346488
#> [48,] -0.19806768 -0.19806767 -0.19806766 -0.19806765
#> [49,] -1.73183223 -1.73183224 -1.73183224 -1.73183225
#> [50,] 0.21597245 0.21597248 0.21597249 0.21597250
#> [51,] 0.13496679 0.13496678 0.13496678 0.13496678
#> [52,] -0.35761794 -0.35761794 -0.35761794 -0.35761795
#> [53,] -0.55598718 -0.55598717 -0.55598717 -0.55598717
#> [54,] 0.04583250 0.04583248 0.04583246 0.04583245
#> [55,] 1.82014078 1.82014078 1.82014077 1.82014077
#> [56,] -0.23112429 -0.23112428 -0.23112426 -0.23112426
#> [57,] 0.84325780 0.84325781 0.84325781 0.84325782
#> [58,] 1.92162530 1.92162531 1.92162533 1.92162533
#> [59,] 0.02731815 0.02731818 0.02731819 0.02731821
#> [60,] 1.04330712 1.04330713 1.04330713 1.04330713
#> [61,] -1.38281288 -1.38281290 -1.38281292 -1.38281293
#> [62,] -0.21894002 -0.21894003 -0.21894003 -0.21894004
#> [63,] -0.32108040 -0.32108040 -0.32108040 -0.32108040
#> [64,] -0.22794122 -0.22794123 -0.22794123 -0.22794123
#> [65,] 0.72879293 0.72879293 0.72879293 0.72879293
#> [66,] -0.13137884 -0.13137887 -0.13137888 -0.13137889
#> [67,] 0.49667240 0.49667238 0.49667237 0.49667236
#> [68,] 0.49180583 0.49180582 0.49180582 0.49180582
#> [69,] -1.13608767 -1.13608770 -1.13608772 -1.13608773
#> [70,] 0.58728149 0.58728146 0.58728144 0.58728142
#> [71,] -0.39716328 -0.39716328 -0.39716329 -0.39716329
#> [72,] -0.93836253 -0.93836255 -0.93836256 -0.93836256
#> [73,] 0.33026064 0.33026067 0.33026068 0.33026069
#> [74,] 0.65431321 0.65431324 0.65431325 0.65431327
#> [75,] 0.67186505 0.67186506 0.67186507 0.67186508
#> [76,] -1.56932122 -1.56932122 -1.56932123 -1.56932123
#> [77,] -0.05808520 -0.05808520 -0.05808520 -0.05808520
#> [78,] 1.45767769 1.45767768 1.45767767 1.45767767
#> [79,] 1.71156579 1.71156581 1.71156582 1.71156583
#> [80,] -2.35794155 -2.35794158 -2.35794159 -2.35794160
#> 3944206059.43765 6280291441.83427 1e+10
#> [1,] 1.74272616 1.74272616 1.74272617
#> [2,] 0.37450949 0.37450949 0.37450949
#> [3,] -1.11611862 -1.11611863 -1.11611863
#> [4,] -0.17741976 -0.17741976 -0.17741977
#> [5,] 0.05003007 0.05003007 0.05003007
#> [6,] 0.08426300 0.08426300 0.08426300
#> [7,] 0.39368329 0.39368329 0.39368329
#> [8,] 0.84965608 0.84965608 0.84965608
#> [9,] 1.78746008 1.78746007 1.78746007
#> [10,] -0.16024876 -0.16024876 -0.16024876
#> [11,] -1.18168474 -1.18168474 -1.18168474
#> [12,] 1.10823557 1.10823557 1.10823557
#> [13,] -1.49486679 -1.49486679 -1.49486679
#> [14,] 0.56924667 0.56924666 0.56924666
#> [15,] 0.71773108 0.71773108 0.71773108
#> [16,] -0.33363598 -0.33363598 -0.33363598
#> [17,] 0.66893565 0.66893566 0.66893566
#> [18,] 0.89303553 0.89303553 0.89303553
#> [19,] 0.26743043 0.26743044 0.26743044
#> [20,] 0.05418827 0.05418827 0.05418827
#> [21,] -0.51183419 -0.51183419 -0.51183419
#> [22,] 1.09410051 1.09410051 1.09410051
#> [23,] -0.42227751 -0.42227751 -0.42227751
#> [24,] 0.27637275 0.27637276 0.27637276
#> [25,] -0.79763828 -0.79763829 -0.79763829
#> [26,] 0.09221763 0.09221763 0.09221763
#> [27,] 0.12758735 0.12758735 0.12758734
#> [28,] -3.22329532 -3.22329532 -3.22329532
#> [29,] -0.58921657 -0.58921658 -0.58921658
#> [30,] -1.60710326 -1.60710326 -1.60710326
#> [31,] 0.23280096 0.23280096 0.23280096
#> [32,] -1.19513997 -1.19513997 -1.19513997
#> [33,] 0.13187184 0.13187185 0.13187185
#> [34,] -1.47063753 -1.47063753 -1.47063753
#> [35,] 0.57547410 0.57547410 0.57547411
#> [36,] 1.34438664 1.34438664 1.34438664
#> [37,] 0.46899695 0.46899695 0.46899695
#> [38,] 0.26893056 0.26893056 0.26893055
#> [39,] -0.08206212 -0.08206212 -0.08206212
#> [40,] 1.12441540 1.12441541 1.12441541
#> [41,] 0.92901764 0.92901764 0.92901765
#> [42,] -0.99529171 -0.99529171 -0.99529171
#> [43,] -0.79498211 -0.79498211 -0.79498211
#> [44,] 0.06536877 0.06536877 0.06536877
#> [45,] -0.53582040 -0.53582040 -0.53582040
#> [46,] -0.20884558 -0.20884558 -0.20884558
#> [47,] -0.76346488 -0.76346489 -0.76346489
#> [48,] -0.19806765 -0.19806765 -0.19806765
#> [49,] -1.73183225 -1.73183225 -1.73183225
#> [50,] 0.21597251 0.21597251 0.21597252
#> [51,] 0.13496678 0.13496678 0.13496678
#> [52,] -0.35761795 -0.35761795 -0.35761795
#> [53,] -0.55598716 -0.55598716 -0.55598716
#> [54,] 0.04583245 0.04583244 0.04583244
#> [55,] 1.82014077 1.82014077 1.82014077
#> [56,] -0.23112425 -0.23112425 -0.23112425
#> [57,] 0.84325782 0.84325782 0.84325782
#> [58,] 1.92162534 1.92162534 1.92162534
#> [59,] 0.02731821 0.02731822 0.02731822
#> [60,] 1.04330713 1.04330713 1.04330713
#> [61,] -1.38281293 -1.38281294 -1.38281294
#> [62,] -0.21894004 -0.21894004 -0.21894004
#> [63,] -0.32108040 -0.32108041 -0.32108041
#> [64,] -0.22794123 -0.22794124 -0.22794124
#> [65,] 0.72879293 0.72879293 0.72879293
#> [66,] -0.13137890 -0.13137890 -0.13137890
#> [67,] 0.49667236 0.49667235 0.49667235
#> [68,] 0.49180582 0.49180582 0.49180582
#> [69,] -1.13608773 -1.13608774 -1.13608774
#> [70,] 0.58728141 0.58728141 0.58728140
#> [71,] -0.39716329 -0.39716329 -0.39716329
#> [72,] -0.93836257 -0.93836257 -0.93836257
#> [73,] 0.33026069 0.33026070 0.33026070
#> [74,] 0.65431327 0.65431328 0.65431328
#> [75,] 0.67186508 0.67186508 0.67186508
#> [76,] -1.56932123 -1.56932123 -1.56932123
#> [77,] -0.05808520 -0.05808520 -0.05808520
#> [78,] 1.45767766 1.45767766 1.45767766
#> [79,] 1.71156584 1.71156584 1.71156584
#> [80,] -2.35794161 -2.35794161 -2.35794162
#>
#> $GCV
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> 0.01276095 0.01276095 0.01276095
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> 0.01276095 0.01276095 0.01276095
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> 0.01276095 0.01276095 0.01276095
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> 0.01276095 0.01276095 0.01276095
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> 0.01276095 0.01276095 0.01276095
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> 0.01276095 0.01276095 0.01276095
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> 0.01276095 0.01276095 0.01276095
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> 0.01276095 0.01276095 0.01276095
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> 0.01276095 0.01276094 0.01276094
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> 0.01276094 0.01276094 0.01276094
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> 0.01276094 0.01276094 0.01276093
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> 0.01276092 0.01276091 0.01276088
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> 0.01276085 0.01276079 0.01276069
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> 0.01276054 0.01276031 0.01275993
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> 0.01275932 0.01275836 0.01275684
#> 0.123284673944206 0.196304065004027 0.312571584968824
#> 0.01275442 0.01275057 0.01274449
#> 0.497702356433211 0.792482898353919 1.26185688306602
#> 0.01273488 0.01271982 0.01269637
#> 2.00923300256505 3.19926713779738 5.09413801481639
#> 0.01266037 0.01260618 0.01252708
#> 8.11130830789686 12.9154966501488 20.5651230834865
#> 0.01241674 0.01227247 0.01210009
#> 32.7454916287773 52.1400828799967 83.0217568131974
#> 0.01191751 0.01175208 0.01162944
#> 132.194114846603 210.490414451202 335.160265093883
#> 0.01156039 0.01153743 0.01154309
#> 533.66992312063 849.753435908644 1353.04777457981
#> 0.01156080 0.01158009 0.01159634
#> 2154.43469003189 3430.46928631491 5462.27721768434
#> 0.01160846 0.01161692 0.01162259
#> 8697.49002617783 13848.8637139387 22051.3073990304
#> 0.01162629 0.01162867 0.01163020
#> 35111.9173421513 55908.1018251222 89021.5085445039
#> 0.01163116 0.01163177 0.01163216
#> 141747.41629268 225701.971963392 359381.366380463
#> 0.01163240 0.01163255 0.01163265
#> 572236.765935022 911162.756115487 1450828.77849594
#> 0.01163271 0.01163274 0.01163277
#> 2310129.70008316 3678379.77182862 5857020.81805667
#> 0.01163278 0.01163279 0.01163280
#> 9326033.46883218 14849682.6225447 23644894.1264541
#> 0.01163280 0.01163280 0.01163281
#> 37649358.0679246 59948425.0318942 95454845.6661833
#> 0.01163281 0.01163281 0.01163281
#> 151991108.295293 242012826.479438 385352859.371052
#> 0.01163281 0.01163281 0.01163281
#> 613590727.341319 977009957.299225 1555676143.93047
#> 0.01163281 0.01163281 0.01163281
#> 2477076355.99171 3944206059.43765 6280291441.83427
#> 0.01163281 0.01163281 0.01163281
#> 1e+10
#> 0.01163281
#>
#> $BIC
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> 32.87215 32.87215 32.87215
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> 32.87215 32.87215 32.87215
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> 32.87215 32.87215 32.87215
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> 32.87215 32.87215 32.87215
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> 32.87215 32.87215 32.87215
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> 32.87215 32.87215 32.87215
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> 32.87215 32.87215 32.87215
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> 32.87215 32.87215 32.87215
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> 32.87215 32.87215 32.87215
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> 32.87215 32.87215 32.87215
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> 32.87215 32.87215 32.87215
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> 32.87215 32.87215 32.87215
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> 32.87215 32.87215 32.87215
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> 32.87215 32.87215 32.87216
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> 32.87216 32.87216 32.87217
#> 0.123284673944206 0.196304065004027 0.312571584968824
#> 32.87220 32.87228 32.87247
#> 0.497702356433211 0.792482898353919 1.26185688306602
#> 32.87296 32.87417 32.87718
#> 2.00923300256505 3.19926713779738 5.09413801481639
#> 32.88456 32.90235 32.94408
#> 8.11130830789686 12.9154966501488 20.5651230834865
#> 33.03818 33.23883 33.63550
#> 32.7454916287773 52.1400828799967 83.0217568131974
#> 34.34606 35.47277 37.02348
#> 132.194114846603 210.490414451202 335.160265093883
#> 38.85797 40.73106 42.40996
#> 533.66992312063 849.753435908644 1353.04777457981
#> 43.76369 44.77126 45.47946
#> 2154.43469003189 3430.46928631491 5462.27721768434
#> 45.95805 46.27312 46.47703
#> 8697.49002617783 13848.8637139387 22051.3073990304
#> 46.60756 46.69053 46.74303
#> 35111.9173421513 55908.1018251222 89021.5085445039
#> 46.77616 46.79703 46.81016
#> 141747.41629268 225701.971963392 359381.366380463
#> 46.81842 46.82361 46.82687
#> 572236.765935022 911162.756115487 1450828.77849594
#> 46.82892 46.83021 46.83101
#> 2310129.70008316 3678379.77182862 5857020.81805667
#> 46.83152 46.83184 46.83204
#> 9326033.46883218 14849682.6225447 23644894.1264541
#> 46.83217 46.83225 46.83230
#> 37649358.0679246 59948425.0318942 95454845.6661833
#> 46.83233 46.83235 46.83236
#> 151991108.295293 242012826.479438 385352859.371052
#> 46.83237 46.83237 46.83237
#> 613590727.341319 977009957.299225 1555676143.93047
#> 46.83238 46.83238 46.83238
#> 2477076355.99171 3944206059.43765 6280291441.83427
#> 46.83238 46.83238 46.83238
#> 1e+10
#> 46.83238
#>
#> $x
#> Time Series:
#> Start = 1
#> End = 80
#> Frequency = 1
#> Series 1 Series 2 Series 3 Series 4 Series 5
#> 1 0.2031960608 2.06257509 -2.07727962 1.5661521049 0.0004407667
#> 2 1.4418064961 1.27950143 1.12790934 2.0864968724 0.4429846917
#> 3 -0.9701982798 0.17732026 0.91259618 0.7915619395 1.3263257689
#> 4 2.7569764559 0.19670382 2.43728994 0.1059211336 1.2708136069
#> 5 2.4011133188 1.33989109 0.36604926 1.0598221263 2.1309270664
#> 6 0.4458234617 2.75605044 1.50550661 -0.7642577983 1.0647574177
#> 7 2.5401805431 1.05351392 1.94930887 2.3925628718 -0.4470161301
#> 8 -1.1702053069 0.85086706 0.82225763 2.8387126051 0.3136423719
#> 9 1.4811257639 0.07676095 0.91375309 3.8360673937 2.7755850965
#> 10 1.2411196461 -0.30960469 -0.30138484 1.9447114985 -0.1902043240
#> 11 0.6159312822 0.15142351 -0.04092501 -0.0733176988 -1.0265098980
#> 12 -0.2107350048 0.50369556 1.31467295 0.3479426466 0.4261794475
#> 13 -1.0117198818 0.43238537 1.12900257 -0.6040306707 -0.3366177066
#> 14 2.8683699876 -0.37613748 1.05080278 -0.7265940947 1.4381490290
#> 15 0.3455775353 1.63072099 2.82606506 0.5431701270 1.8277749672
#> 16 2.7717317511 0.45079661 1.04304285 1.2683230824 0.9394729002
#> 17 2.5482153110 3.62554014 0.94934473 2.2867165545 2.4200060512
#> 18 1.5437115017 2.51427074 0.46545631 0.5663359495 1.8962170039
#> 19 0.0174575898 1.83575238 1.65051040 3.3255053265 -0.7785618219
#> 20 0.8538961666 1.37114472 1.06845716 0.8061362004 1.4205521223
#> 21 1.5268985209 1.64979252 0.70688124 1.4199154981 1.1355183107
#> 22 2.3595335981 1.28827044 2.77727000 1.8311842423 1.5139490586
#> 23 2.1192302105 0.61985198 0.86338724 1.6414712242 1.0294879020
#> 24 -0.1439914303 2.07836844 0.77294052 4.0809378010 1.5689712402
#> 25 2.4705865841 0.67898959 2.04539783 -0.2788408314 1.2775975990
#> 26 -0.4564570001 0.75389858 0.46596883 0.0216212144 0.7027397879
#> 27 0.9465169997 0.51610098 0.80692086 -1.2537487169 0.6899379593
#> 28 1.5242968083 0.16972029 1.15995243 1.4855092152 1.2002433572
#> 29 1.4210361200 0.90760497 0.18361843 0.2030273249 1.5798447303
#> 30 0.0739758221 0.14258763 0.62289709 1.1346387399 0.9353214027
#> 31 -0.9832878473 1.43339561 1.25333126 0.0003722604 -0.2777015658
#> 32 0.7133247263 0.71045693 -0.32061799 2.0069403732 1.0923585134
#> 33 0.4594442862 0.97329716 0.46981823 1.3193622383 0.7110717201
#> 34 0.1422682661 0.58856978 1.72270131 1.0623209974 0.1783502681
#> 35 -0.7776842448 3.11851801 0.69265318 -1.1873696415 -0.3145568016
#> 36 -0.1396593865 1.03592852 0.57881694 1.3062670896 2.5063621307
#> 37 1.1842559576 0.05349652 0.11989298 0.7346886986 1.4706351089
#> 38 -0.0889335756 0.15324816 2.63238128 1.7186943493 0.5628447632
#> 39 0.3985142812 1.89338521 3.14422782 2.0683236590 1.5030205104
#> 40 -1.3140250513 0.06304631 0.78362852 0.8037611477 0.4781258596
#> 41 0.9785889997 2.91675760 1.16577735 0.6207021892 -0.2968934436
#> 42 1.6297284782 1.82913711 1.79860824 -0.4492802233 1.2259532360
#> 43 2.5230181171 1.19352618 0.64124702 1.2965623530 1.5597350016
#> 44 1.9967960638 0.74718175 0.94655146 2.1248623271 1.6928564572
#> 45 1.2834389081 0.44849238 0.62682217 1.2979876471 1.6170699157
#> 46 1.4206901121 1.71070344 -0.42583651 0.3519085813 0.9877921592
#> 47 1.5932145468 0.05931570 0.34717741 0.8919797288 1.2127201937
#> 48 1.3546724246 0.35014781 0.25138100 0.9379631942 -1.1152603396
#> 49 1.1345901499 1.58085392 0.53622904 0.0661508561 3.4766381044
#> 50 1.4935874219 2.41008255 0.96640397 2.1186620614 2.0793097744
#> 51 -0.6343254030 0.88570505 0.96034786 -0.2079033669 2.6174169154
#> 52 1.4932831886 0.76876665 0.41375505 1.3595204689 0.1565560804
#> 53 0.0839794559 0.28256629 1.51937156 2.3101389198 0.2164207288
#> 54 2.4481472830 0.18786739 0.77981666 0.5198902137 1.0294135217
#> 55 1.5686793006 0.28329951 1.72199036 2.5251502876 0.0413447948
#> 56 1.7712962280 1.91051749 0.06293909 0.3076244142 1.3344451158
#> 57 -0.7338618400 1.23924987 2.68540351 0.2324533364 0.7517315503
#> 58 -0.0148096208 1.88154938 0.79449162 0.8872028063 -0.1382172964
#> 59 -0.0007662875 2.29376297 0.12921844 1.6307871862 0.2234557420
#> 60 1.4262127564 1.39262897 2.37774639 0.1444054769 0.1210273320
#> 61 -0.4641801228 0.81641849 0.05275782 0.8561300462 3.1887224985
#> 62 -0.0644301790 1.05228374 -0.60928325 0.8486683085 2.4728555015
#> 63 1.1917204860 0.96856052 1.66532024 0.9460683858 0.3861373926
#> 64 0.6301380134 0.06376747 0.34231636 0.5884005986 0.3360007426
#> 65 0.1996792149 -0.39416773 -0.19788386 1.3081716353 0.2412822063
#> 66 2.3278652440 0.36091716 2.26473683 2.5536793692 2.5007401697
#> 67 1.9578559048 0.46948809 1.50381867 -0.5282647447 0.6516391097
#> 68 2.9654062162 1.52461236 2.11167756 1.6708359113 0.7804718368
#> 69 1.0706613335 -0.02633640 2.52957419 1.6431324922 2.1868859407
#> 70 1.4482505321 -0.51314088 1.29398926 -0.6767357260 0.6664937755
#> 71 0.8606999030 1.27999432 1.19461015 -0.5406106573 1.1835508013
#> 72 0.6804287176 0.49464016 0.30535162 1.6621532619 3.0895048468
#> 73 0.0124506294 1.68072574 0.91829031 0.8384848967 0.9636853321
#> 74 0.2536545726 1.94683146 0.51377458 1.1308583426 0.3793775046
#> 75 0.0080058226 1.67725906 0.50147969 1.8664613956 2.4915948892
#> 76 1.8698551707 0.53473841 0.57800440 2.0378674090 1.3209651482
#> 77 0.8297594448 0.82881054 0.26005612 2.8544328633 0.4153660663
#> 78 0.3415199802 -0.08433736 0.43636727 2.1356495873 0.3548938472
#> 79 -0.2259541146 2.33597333 -1.74989633 -0.0838771692 1.0504261437
#> 80 0.9816487023 -0.08909811 1.89942482 0.5268700257 0.8999465011
#> Series 6 Series 7 Series 8 Series 9 Series 10
#> 1 2.17007888 2.30877946 1.229186476 -0.222239566 1.041821623
#> 2 1.84278869 1.80283898 -0.703466902 0.862539011 2.358257772
#> 3 2.30319701 1.16091370 0.067845523 0.344600503 0.906013262
#> 4 0.09640886 0.07555201 1.186540600 1.098336235 1.253835772
#> 5 2.43453166 0.58278834 0.879571796 0.321429295 -0.501840529
#> 6 -0.27443577 -0.42120258 0.492744188 0.904734724 1.477672654
#> 7 1.36992384 2.83798278 1.956715179 1.527821667 2.172747061
#> 8 -0.76596595 -0.49047489 1.265139710 0.384555954 1.343677376
#> 9 0.04535189 2.53709766 0.276385760 0.480305746 0.979380431
#> 10 0.32517231 0.51006892 0.526149455 1.294179785 -0.168120948
#> 11 -0.50413657 2.29074698 2.008861650 -0.143262728 0.393062045
#> 12 0.11091814 1.45761169 1.301998928 2.430224317 0.458452456
#> 13 1.24442261 0.50161565 0.829969853 -0.390299883 1.443029335
#> 14 0.25414574 0.04904314 1.955214447 -0.997823550 1.917364825
#> 15 1.33380602 -0.07909116 3.284888019 0.494101864 0.425135169
#> 16 0.28236736 2.41222705 1.871646771 0.553843558 1.852673696
#> 17 0.98899512 1.06132569 2.179667288 -0.607534465 1.131832467
#> 18 -0.25595654 0.22824530 0.524456100 0.204092509 0.147529875
#> 19 1.16509122 0.12247454 -0.364923018 -0.411942464 1.964382402
#> 20 1.24073069 0.52414033 -0.130813599 1.779663943 -0.418084759
#> 21 1.04422716 1.02846873 1.547371142 0.621426158 2.782838732
#> 22 0.94248838 2.49854569 0.535611240 1.178677208 1.676181685
#> 23 0.13547316 1.20517340 0.814857280 0.506307104 1.857975635
#> 24 -0.07771001 0.44839606 2.659230403 0.086533851 0.004449099
#> 25 -0.45534496 1.40396772 0.646103856 1.860540166 0.840392572
#> 26 -0.16983852 1.88006098 1.203690872 2.242117421 0.758253082
#> 27 -2.55177969 0.54568023 0.189846922 0.737780488 1.796864324
#> 28 2.56061492 -0.02601179 0.111738929 0.527452939 1.295924273
#> 29 0.86458190 -0.02321642 3.612044547 -0.907398137 -0.462458954
#> 30 1.59367612 1.13079613 1.237120736 0.767020665 1.783383843
#> 31 1.62942702 0.06614945 0.183747527 1.304997201 -0.243156103
#> 32 -0.98312487 1.00594277 1.534131835 0.685390453 1.814970710
#> 33 0.23195321 2.33374508 2.120928319 1.910944755 -0.447223772
#> 34 1.11417948 1.75745470 0.640462122 0.356879384 1.130157776
#> 35 2.09860390 1.87719735 1.327123719 1.292362295 0.100782441
#> 36 2.51073648 0.14718000 0.436259544 1.801497060 -2.630434140
#> 37 1.79559241 3.16860327 0.930150833 1.404028855 0.155016166
#> 38 1.45463320 0.71032396 1.500334222 1.622072939 0.653988096
#> 39 -0.61642742 1.21417075 1.403529640 -0.899316468 1.314986440
#> 40 0.61676571 2.72278069 -0.154904518 0.224475713 1.185818547
#> 41 0.36643137 2.65082326 2.899676861 1.688510884 1.081638644
#> 42 1.72775689 0.49131521 0.577521406 2.511698357 0.536406642
#> 43 2.99490090 1.11038374 1.119630844 -0.516066995 1.733232323
#> 44 0.08673048 1.80392894 1.706306151 -0.351089373 1.311196031
#> 45 1.60092112 2.02815605 0.728531833 0.588149592 1.358387075
#> 46 -0.62730422 1.62781571 1.126315368 0.345338334 1.598418586
#> 47 0.30656759 0.85242291 0.845596535 1.736702788 0.561073797
#> 48 1.63437955 1.82979359 1.584724664 1.356504152 2.102971944
#> 49 1.64310674 1.44879437 1.259619144 0.076992610 -0.262090333
#> 50 1.87827312 1.82362158 1.181692313 1.738854721 -0.550974194
#> 51 0.05433515 3.04928066 0.677290532 0.233671782 0.739375879
#> 52 1.27103003 -0.74222091 1.778759184 0.761954273 0.373668692
#> 53 0.09756726 -0.06188870 2.971794369 1.759437455 0.079388046
#> 54 1.68312412 1.56142789 0.059237587 0.568745503 1.801061573
#> 55 0.75288126 0.11861648 1.369396573 1.368146838 0.946535684
#> 56 1.36755956 2.99675645 1.830327168 1.421404570 2.261190231
#> 57 1.25943792 1.41656669 1.437517382 0.668202100 1.207811990
#> 58 1.67914134 0.78174128 -0.099301021 1.063140085 2.334442568
#> 59 -0.03602887 -0.18730951 0.813998921 1.418626476 1.591281157
#> 60 1.28216654 0.71603966 0.029674320 2.034166665 1.124915568
#> 61 -1.59439719 -0.50389737 1.245907365 0.828092968 0.906518961
#> 62 1.10477203 0.75872973 0.798563058 -0.004752819 0.156514941
#> 63 1.12655233 1.21220115 -0.013195696 0.774643268 1.950511988
#> 64 0.52744979 1.69710665 1.044744004 0.339023911 0.411338963
#> 65 2.73693519 1.19631439 2.685041443 1.003598004 0.455249464
#> 66 0.55168164 0.47144660 1.511548537 1.186776907 0.752790055
#> 67 2.36779935 0.79563023 2.593856507 0.531346685 1.496551673
#> 68 0.52162237 1.07677664 0.252214700 0.793422397 2.237140742
#> 69 -0.40301623 0.66491676 0.005649159 2.477017215 1.605739319
#> 70 1.87900293 0.90988915 2.156933794 -0.552528151 1.189513900
#> 71 0.93473080 1.55076738 0.664413573 1.410017356 2.035327471
#> 72 1.52138850 1.22491351 -0.565602486 1.960431608 0.547277352
#> 73 2.22573735 2.91831403 1.220180265 0.304851223 1.447504422
#> 74 0.55037413 1.83020237 -1.378085828 1.854167052 -0.150180595
#> 75 0.78331065 2.34575957 -0.632647055 1.824997921 1.199590909
#> 76 1.07654384 0.86648331 1.939768546 0.396005620 -0.363777290
#> 77 1.71799491 -0.42189775 -0.281643293 0.394703566 0.516082120
#> 78 1.55019412 0.42490792 -0.528129608 0.338273379 0.774374383
#> 79 0.78978942 0.76288149 1.612634158 1.386703832 2.702340464
#> 80 1.61509415 1.51913923 -1.413555305 1.396780313 2.420569505
#>
#> $y
#> [1] 1.76344866 0.39523197 -1.09539615 -0.15669729 0.07075255 0.10498549
#> [7] 0.41440578 0.87037857 1.80818255 -0.13952628 -1.16096226 1.12895806
#> [13] -1.47414431 0.58996913 0.73845356 -0.31291350 0.68965815 0.91375801
#> [19] 0.28815292 0.07491075 -0.49111171 1.11482299 -0.40155503 0.29709525
#> [25] -0.77691581 0.11294011 0.14830982 -3.20257285 -0.56849410 -1.58638078
#> [31] 0.25352344 -1.17441749 0.15259433 -1.44991505 0.59619660 1.36510912
#> [37] 0.48971943 0.28965304 -0.06133964 1.14513789 0.94974014 -0.97456923
#> [43] -0.77425963 0.08609125 -0.51509792 -0.18812310 -0.74274241 -0.17734517
#> [49] -1.71110978 0.23669500 0.15568926 -0.33689547 -0.53526468 0.06655492
#> [55] 1.84086325 -0.21040176 0.86398030 1.94234783 0.04804070 1.06402961
#> [61] -1.36209046 -0.19821756 -0.30035792 -0.20721876 0.74951541 -0.11065643
#> [67] 0.51739483 0.51252830 -1.11536526 0.60800388 -0.37644081 -0.91764009
#> [73] 0.35098319 0.67503577 0.69258757 -1.54859875 -0.03736272 1.47840014
#> [79] 1.73228833 -2.33721914
#>
#> attr(,"class")
#> [1] "ridge"
#>
#> attr(,"class")
#> [1] "foreccomb_res" "comb_Ridge"