comb_Ridge.RdComputes forecast combination weights using Ridge Regression (OLS) regression.
comb_Ridge(x, custom_error = NULL)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.
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] -0.542520023 -0.500648406 -0.184096769 -0.310785598 -0.376069757
#> [6] -0.004785272 -0.468280807 -0.400123593 -0.155972706 -0.211289196
#> [11] -0.194297752 0.120498845 -0.115047256 -0.534412758 -0.107206996
#> [16] -0.046393848 -0.386242272 0.178551939 -0.406508498 -0.404798456
#> [21] 0.197610323 0.029751402 -0.606697367 -0.554348781 -0.508623153
#> [26] -0.701323910 -0.459076029 0.135984601 -0.605290120 -0.160503241
#> [31] 0.236413099 -0.135858708 0.201065083 0.164135828 -0.260451690
#> [36] -0.536586945 -0.098719097 -0.600205878 0.400639891 -0.252762770
#> [41] 0.116210832 -0.037552086 -0.102264374 0.121918780 0.044994651
#> [46] -0.469838251 -0.153162217 -0.287972913 -0.327578348 -0.165399654
#> [51] -0.813217749 -0.479034984 0.043917015 -0.228568657 0.716979150
#> [56] -0.108971833 0.121959532 0.259374453 -0.163837492 -0.701927954
#> [61] -0.133004290 0.423830779 -0.325046438 0.587860084 0.322900325
#> [66] 0.301921551 -0.738000535 -0.497348417 0.428920545 -0.280875801
#> [71] 0.294180024 -0.181746412 0.120874085 -0.505854437 0.427153165
#> [76] -0.133045571 -0.754174930 0.372993300 -0.180754457 -0.290606490
#>
#> $Accuracy_Train
#> ME RMSE MAE MPE MAPE ACF1
#> Test set 1.018472e-18 0.862455 0.6958683 35.88484 136.0352 -0.07387423
#> Theil's U
#> Test set 0.8697692
#>
#> $Input_Data
#> $Input_Data$Actual_Train
#> Time Series:
#> Start = 1
#> End = 80
#> Frequency = 1
#> [1] -1.70558168 -0.85541313 -0.14490163 -0.32444696 -0.17256490 -1.23606292
#> [7] -1.90230421 -0.09450402 0.03255579 0.46129012 1.38140030 -0.41647627
#> [13] 0.68094267 -0.41437304 -0.51834551 -0.68401973 -0.88564860 0.04923707
#> [19] 0.18556122 -0.60865779 -0.73110285 2.71514421 -1.33938704 -0.64601525
#> [25] -0.93245461 -0.76908693 0.37157978 0.35543278 -0.98399849 0.21472959
#> [31] -0.08008508 -1.42236955 1.10814896 1.07847764 -0.44025034 -0.77816901
#> [37] -1.81859001 -1.12408090 1.06052384 -1.47870016 -1.55156017 0.77750668
#> [43] 1.06844014 -0.18358770 1.55824293 -0.21324238 0.93053526 0.41081180
#> [49] -1.27984430 -0.78236663 -2.27608345 -0.12639591 1.44814671 -1.44275737
#> [55] 1.46718718 -0.74329990 -0.30422384 0.33765806 -0.60750209 -0.29556027
#> [61] -0.13453714 0.81478437 -0.27292173 2.15948580 1.09173757 0.74338485
#> [67] -1.20785935 0.32781805 -0.53416511 1.28394672 0.02893134 -0.39567707
#> [73] -0.69486833 -1.49208070 1.44425724 -0.34701739 -0.04025917 1.24663211
#> [79] -1.34630152 -0.57390128
#>
#> $Input_Data$Forecasts_Train
#> Time Series:
#> Start = 1
#> End = 80
#> Frequency = 1
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6
#> 1 0.09015089 -0.15018052 -0.1370307332 0.42147510 0.29151525 1.47852876
#> 2 4.10918268 0.72840328 0.7202802421 0.83089095 2.47509246 2.66985957
#> 3 -0.06955277 1.45742422 0.1058709495 -0.91923252 1.84500418 0.96354445
#> 4 0.29989048 0.98304206 1.1367018463 -0.53426639 2.29399443 0.55906373
#> 5 0.80155553 0.45840564 0.2508345818 -0.11476122 1.29816114 1.73440889
#> 6 1.74362012 1.87581342 1.5181990767 2.59781164 0.59431751 0.42469054
#> 7 0.94984023 1.74083815 0.8076627857 0.36019492 0.86119242 1.07489755
#> 8 2.31314355 0.83518761 1.0288098118 2.56669055 0.77740727 1.05930184
#> 9 1.08601352 0.24903572 1.3585908857 -0.44915571 2.74715026 1.84826470
#> 10 0.37014863 -0.25336629 0.9710049654 0.20849604 0.91829533 3.57539659
#> 11 1.65507033 -0.03623626 2.1470420721 0.49551927 1.12414159 1.09425996
#> 12 1.01939355 0.97056143 1.3735889351 1.40182670 1.39223614 0.48005047
#> 13 1.69626996 0.72505622 1.3233392113 1.97139647 1.37841997 1.77442862
#> 14 3.00886989 1.48545147 0.1701806797 0.42033698 1.16617567 2.22828926
#> 15 0.94302172 1.91698203 2.3944625816 2.60417979 2.15338737 2.88060688
#> 16 1.24041550 0.01465608 0.8084564229 1.22597334 1.01474830 0.87475828
#> 17 0.97810983 -0.49118975 1.2722770209 0.48514288 1.02144084 0.24090523
#> 18 0.16919184 1.81959245 -0.0816590083 0.17621176 0.17364783 0.49069640
#> 19 2.40247432 2.01340453 -1.3293993614 1.33441525 1.04739913 0.84396033
#> 20 0.27613089 2.05360525 0.4503740414 0.90650924 0.70689263 1.13258244
#> 21 2.33058037 0.92857136 0.9274200090 1.30406208 2.20763218 0.02591598
#> 22 0.18866698 1.95244461 2.0322884037 0.52349247 1.03200138 -0.25094966
#> 23 2.79503611 0.61596248 1.2151385258 0.75868828 1.18039755 0.95366396
#> 24 1.68662633 0.58224001 0.5056598754 1.82415583 1.07716058 2.13738777
#> 25 1.08937800 0.52973183 2.5121382812 -0.55564397 1.55839534 2.26444989
#> 26 1.32454774 -0.69018029 0.4205367358 1.09350128 0.83314563 0.45125792
#> 27 1.07131812 0.05450234 2.6747896339 0.63305058 0.77201938 1.68239143
#> 28 1.23304838 0.65698804 -0.0009802585 0.87059120 1.24266606 0.07022664
#> 29 2.98637658 1.35846241 2.2227028352 1.40779552 0.07151703 0.02485131
#> 30 0.04832921 1.04818886 2.0771881661 0.41603105 2.51540668 0.97288292
#> 31 0.44135768 2.13017228 0.3880545405 0.80655011 0.18840118 1.44667189
#> 32 1.25581454 0.47236769 1.5068669683 0.73045333 2.31124741 0.67088775
#> 33 0.80192383 1.47957533 1.4600683731 1.07365823 1.81556680 1.11304908
#> 34 1.42878914 2.41752930 2.4843918615 1.35723614 1.12003267 2.05122939
#> 35 1.07077011 0.91990923 1.8819632260 1.55042842 1.88178985 1.32697740
#> 36 -0.53665380 0.60581300 0.4632977606 1.03840179 -0.79874312 1.78703744
#> 37 1.45398437 1.52525764 2.2855537065 -0.60957529 0.04294892 1.44155962
#> 38 1.87439857 0.20406490 1.5878485326 -0.04971011 0.52594139 -0.01930451
#> 39 -0.29773757 1.24509645 -0.3084820255 3.05203397 -0.86046128 0.84130167
#> 40 -0.07896524 0.22068016 1.3167263249 1.17643641 1.25369007 -0.63770129
#> 41 -0.13484994 1.59492387 2.1941583035 2.12830736 0.78559829 3.83926623
#> 42 1.02261431 2.10889090 1.9130571478 1.43500174 -1.37018145 1.96181916
#> 43 0.97853878 0.05703097 0.2132470073 1.54883349 1.00325808 1.50843200
#> 44 0.72122756 1.70034399 0.5890703003 1.64741830 1.66974557 1.25952319
#> 45 0.97579359 0.57532517 1.4763736818 1.87846345 1.22682084 0.22659587
#> 46 1.82502030 -0.14313760 1.1859158675 1.35079787 0.40813151 -0.80552753
#> 47 0.24981722 1.23344022 -0.3247162530 1.04987972 0.59458551 1.17838323
#> 48 1.53621047 0.81076342 2.1723710551 1.83574945 2.41422466 0.47422269
#> 49 -0.57271748 -0.66341126 1.2314927722 0.71827480 1.24162583 1.40018632
#> 50 0.01357258 2.91569077 1.4830719041 0.20832054 -0.43608748 0.87741241
#> 51 2.98351232 0.18310556 0.4646804198 1.00165373 0.68544726 0.92865497
#> 52 -0.85137844 1.38365049 2.3781358190 -0.18753013 0.51945719 3.09573436
#> 53 0.09021182 0.54136775 -0.3026716711 1.36241747 1.83625425 2.32208261
#> 54 -0.95144002 0.28429602 1.6348575353 0.45056468 0.94765071 2.20055900
#> 55 0.19972354 1.42954854 1.9996551613 1.69294984 1.95195762 0.21812543
#> 56 -0.86936160 -0.16985274 0.6622510472 0.93915608 2.49451280 0.55852355
#> 57 0.24942852 2.32208831 0.9139663930 -0.19354093 0.65578527 0.75397187
#> 58 0.40906161 2.36596464 -0.7188175835 0.88009194 1.64577541 1.36579219
#> 59 0.25790073 0.75027629 0.0708784276 0.29189205 -0.53450055 0.96586712
#> 60 1.69351208 0.57527865 1.8136760465 -0.61666397 1.59967251 1.29622700
#> 61 0.94053603 2.09843934 1.5264135457 1.49584782 0.49564111 0.77894023
#> 62 -0.86389510 1.67092304 2.0119573903 2.29975097 0.59309038 1.18770616
#> 63 -0.27450892 1.03095466 1.8313798093 -0.61598551 0.53906479 0.56193783
#> 64 -0.78177081 3.36851196 1.4151341447 -0.25036794 3.21490843 0.91126642
#> 65 0.49140661 3.58578811 0.3387429391 2.58213231 2.48696782 1.63425003
#> 66 -0.73687829 2.21228095 1.5488112863 2.25252912 0.64490114 1.86553824
#> 67 1.04048130 -0.25119684 0.4606322004 0.79060430 1.87620374 0.56940691
#> 68 0.87582054 1.40026604 0.8286815736 0.36096631 0.78530335 1.01303089
#> 69 0.38724657 1.93470763 0.2332653948 1.39890294 3.02079836 1.05124963
#> 70 1.16066248 0.52733015 0.3934251544 2.34197350 -0.83866156 1.53863815
#> 71 0.33764037 2.58301322 2.6473128210 0.96239258 1.17293716 1.51967261
#> 72 0.66514834 1.59775422 1.8410693481 1.54367011 0.23675496 -1.42291128
#> 73 1.62301159 1.46608459 1.3381750972 2.74021839 -0.11849291 0.19370975
#> 74 2.02819429 0.25563246 0.5951169242 0.67554406 2.19797746 0.51532001
#> 75 -0.13457824 1.95905526 1.9000090391 0.55248867 1.98119391 0.34692272
#> 76 1.91691105 1.15263708 2.1906666552 1.41608253 2.19174921 0.70623575
#> 77 2.21387479 0.23063130 0.9524609165 -0.29586537 1.63283357 0.72301100
#> 78 0.31406754 2.39308074 1.7869254248 1.68263309 1.53282595 1.13646959
#> 79 -0.09456819 1.91866877 2.1666841120 1.49691333 0.17987810 2.06720772
#> 80 1.36487410 2.01608706 0.7281761287 2.43966066 0.84067432 1.00182810
#> Series 7 Series 8 Series 9 Series 10
#> 1 2.00046921 0.28781792 0.83375382 1.84244375
#> 2 1.52799951 -0.36265667 1.12021853 2.26409418
#> 3 2.16360593 0.49930961 0.33826569 0.28965273
#> 4 1.17313701 2.43847286 0.46937743 0.64617038
#> 5 1.57791725 0.48836231 0.69858130 -0.08349099
#> 6 0.88399129 0.99803230 0.39769839 1.96685776
#> 7 1.90452114 2.78313450 0.68179192 0.51946922
#> 8 0.98341329 2.03138098 1.30819604 -0.04103618
#> 9 0.07770259 0.41929531 1.79865009 1.19962995
#> 10 -0.06011455 -0.59308498 2.75057447 2.71290679
#> 11 -0.78719964 0.51095746 1.26533026 1.55273636
#> 12 -0.06655178 0.24729987 1.31715464 0.13126419
#> 13 -0.12982917 1.66537880 0.85126362 1.09863716
#> 14 1.38726780 1.73566389 1.32221895 -0.83487472
#> 15 2.27026338 1.73079934 0.67579087 2.41119492
#> 16 -0.64611783 0.47127153 0.21664073 1.37983102
#> 17 0.87639593 -0.21231512 0.98191288 0.98432814
#> 18 0.02835935 0.38010097 0.83080126 -0.57458146
#> 19 2.06858736 1.78089750 0.83525700 0.64745722
#> 20 3.31625287 1.09622971 1.71362242 1.62181043
#> 21 -0.68287339 -0.56135026 1.23720904 1.41343327
#> 22 1.13587543 1.69837422 -1.32268642 0.90080473
#> 23 1.49843777 1.03819575 1.07904427 0.80397665
#> 24 2.33346297 1.23466066 0.57119365 1.62116236
#> 25 0.97704543 2.02132847 0.62728561 0.95250291
#> 26 0.80847676 2.47512357 0.95508139 -0.09567871
#> 27 0.55938511 0.95160161 2.40134303 1.59783572
#> 28 -0.94140598 0.40532774 0.69912789 0.18987199
#> 29 2.41570672 0.52599391 0.03424559 1.81911755
#> 30 1.59639966 0.67363872 2.68321848 2.10470063
#> 31 0.34707771 -0.18566168 0.22344942 2.41998840
#> 32 0.84585533 0.02271188 1.24730137 1.50181391
#> 33 0.55635434 0.31732257 0.03285304 -0.29236569
#> 34 0.48176622 0.96747231 -0.03785442 1.81758778
#> 35 1.20610706 2.48148112 -0.05359998 0.29912774
#> 36 2.63945367 1.02825460 0.79449256 0.63910243
#> 37 -0.56473471 0.31195409 2.30826655 0.31767825
#> 38 1.51158992 0.10526889 1.51372190 -0.13663536
#> 39 -0.53966137 0.46682941 -0.38535523 0.43577663
#> 40 1.36279556 1.58385837 -0.00123881 -0.34905562
#> 41 1.77073594 -0.26285999 1.30132568 0.34911989
#> 42 -0.28898622 1.89319710 1.43768205 -1.56959690
#> 43 0.28680563 0.10281649 0.34972485 1.33158034
#> 44 0.89761661 1.55461273 -1.41967894 1.50872867
#> 45 0.35238825 -0.16400329 1.27554607 0.50289441
#> 46 0.62674616 1.01865667 0.78265361 0.05561020
#> 47 1.08334721 1.32882120 1.42081028 -0.19445969
#> 48 1.91721627 0.70505369 1.51449255 2.35163231
#> 49 0.74104670 1.64159990 0.02387975 0.38611621
#> 50 1.67702573 1.92667781 1.82132277 0.33329832
#> 51 0.57989926 2.77212400 2.48745742 -0.29254753
#> 52 2.04720542 2.66209268 1.52952179 1.82272239
#> 53 -0.54657635 1.02792891 2.88518177 4.00809274
#> 54 -0.04600568 2.61549511 1.72341993 2.11924176
#> 55 -1.27266976 -0.34752241 0.88469426 -1.82179908
#> 56 0.68334806 1.19362683 1.78134967 2.61728753
#> 57 -0.47619064 1.42150530 2.80293717 1.51382026
#> 58 0.89961217 0.49986680 0.61331078 1.50278931
#> 59 0.25377739 -0.59442601 3.71554023 0.26470842
#> 60 1.20364588 2.41707609 2.24977062 -0.10851818
#> 61 1.49745036 2.05056411 -0.95674563 1.71705719
#> 62 -0.01428664 0.41556809 1.66675609 1.40585690
#> 63 2.14576035 0.47328513 0.46306769 -0.49918152
#> 64 0.78558123 0.87775928 2.12178686 -0.22357851
#> 65 2.67489934 0.41367172 2.39415872 2.42534798
#> 66 1.11636015 0.75213312 1.11220949 1.53548399
#> 67 2.42656559 1.80125715 1.26312335 0.52087590
#> 68 0.76033267 3.52510877 2.00675166 1.70875558
#> 69 -0.10547392 1.27003304 0.95379909 0.98905929
#> 70 1.32289773 0.11364297 0.34766935 -0.39260904
#> 71 1.02174680 0.23047615 0.02275085 1.62494754
#> 72 1.31762482 1.45405702 0.74006285 1.68071956
#> 73 0.03029916 0.29334275 -0.55323598 3.25114000
#> 74 2.43446772 0.05060454 0.95474719 -0.84212098
#> 75 0.01119515 -0.06640060 1.67735566 0.91106797
#> 76 1.39634960 0.11354881 1.53612501 0.34581417
#> 77 1.52005742 1.66859230 1.61687349 0.62891030
#> 78 1.71647258 -1.06756433 0.33856346 1.73214268
#> 79 0.93888419 2.69414641 2.33858671 1.15818293
#> 80 3.27437658 0.81022964 -0.11781788 2.00547316
#>
#> $Input_Data$Actual_Test
#> [1] -0.7059593 -1.8574045 -0.2469705 -0.3355609 -0.2493769 0.4595226
#> [7] -0.4600755 0.0589328 -0.7425911 -2.1635740 -0.2328965 0.8749068
#> [13] -0.9734940 -0.5127469 -0.9234880 -1.4944257 -0.1659304 1.5822383
#> [19] 1.0146023 -1.1464783
#>
#> $Input_Data$Forecasts_Test
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6
#> [1,] -0.008017083 1.534635439 0.6862957 2.20735856 0.9824679 1.14009225
#> [2,] 1.554996436 0.012371440 0.7136998 1.23851469 0.6093358 0.47940146
#> [3,] 1.436065921 2.187792273 0.1965597 0.70116212 0.5972249 3.36581164
#> [4,] 1.105373296 0.482457788 0.9054445 2.38462105 2.2767070 -0.69647441
#> [5,] 0.746262147 0.740439749 0.9259535 0.29993098 1.8210758 1.68258558
#> [6,] 0.023508768 0.671935329 1.7144907 2.86093151 1.4197851 2.36156198
#> [7,] 1.394217766 1.073432395 1.1247184 2.80392496 2.7116612 2.90595576
#> [8,] 2.014903026 0.752136980 2.2965943 -0.35604349 -1.2156327 0.32716146
#> [9,] 1.631443810 -0.373862256 -0.1144929 0.68524893 0.8151218 -0.06291143
#> [10,] 0.516601745 0.959554182 0.1579412 -0.01926518 1.6711682 2.63368316
#> [11,] -0.526333936 1.421538239 -0.5042942 0.38775034 0.2048598 1.54083036
#> [12,] 1.616842281 1.201597506 0.7159735 0.71093125 -0.5662578 2.45685797
#> [13,] 2.229286839 -0.697191918 1.0428690 2.50698329 2.2137325 -0.93378424
#> [14,] 1.157453027 1.642287683 0.9911336 1.36772269 2.5038101 0.11959920
#> [15,] 2.406342056 0.004760387 -1.9490838 0.97996506 -0.1694250 0.20226984
#> [16,] 1.396800917 1.963813900 1.0203583 0.02007804 1.6133772 0.11386903
#> [17,] 1.326422964 -0.656037231 0.9015530 -0.40091233 2.4839313 0.70517221
#> [18,] -0.459343308 2.070861091 1.5891091 2.44501491 0.5562263 0.11334831
#> [19,] 0.200704473 0.890973640 0.5742484 0.57651838 1.2685897 1.09908467
#> [20,] 1.470012796 2.899186393 1.6346590 0.26625040 -0.2282168 1.72054690
#> Series 7 Series 8 Series 9 Series 10
#> [1,] 0.10236280 1.42216699 1.68473354 0.7026386
#> [2,] 1.61803781 0.33688427 0.38944366 0.7645648
#> [3,] 1.07756352 0.33723454 0.65069317 0.7368292
#> [4,] 1.71350068 1.11329221 2.13396930 0.6795360
#> [5,] 1.52620982 1.94295108 2.53375658 2.9306592
#> [6,] 0.52944427 -0.21587333 2.10666929 -1.1877745
#> [7,] 1.60882855 0.95273726 1.34406175 1.7009740
#> [8,] 1.77324476 0.80795504 -1.03857975 0.6236985
#> [9,] 0.18025180 1.63214857 0.50654237 1.3351810
#> [10,] 0.87157726 0.84809505 0.93920704 0.7064743
#> [11,] 0.63497720 1.01520037 1.43822179 1.0111422
#> [12,] 0.92521058 1.88871818 -0.21489123 2.1980173
#> [13,] -0.09698788 1.01033495 1.49864688 0.5322665
#> [14,] 1.96671333 1.34493232 -0.08286996 1.9163829
#> [15,] 1.93992695 0.08682158 1.42216645 0.2939397
#> [16,] -0.60017550 0.07560190 0.77711128 1.7869355
#> [17,] 1.20853659 0.62792281 0.49967531 1.3998839
#> [18,] 2.12126035 0.70220215 -0.10958579 0.3612947
#> [19,] 0.34800460 2.57449189 1.90920901 0.6568786
#> [20,] -0.09013527 -0.98066169 0.76603472 -0.1182784
#>
#>
#> $Predict
#> function (object, ...)
#> {
#> return(predict(object$lin_model, ...))
#> }
#> <bytecode: 0x7f88816b1cb8>
#> <environment: namespace:ahead>
#>
#> $Intercept
#> [1] -0.1564884
#>
#> $Weights
#> [1] -0.126664106 0.182411999 -0.002984069 0.080341975 0.085591039
#> [6] -0.003221196 -0.173165053 -0.109930683 -0.040091944 -0.020060324
#>
#> $Forecasts_Test
#> [1] 0.20229591 -0.49054480 -0.02427431 -0.26102766 -0.52051963 0.24908970
#> [7] -0.06734659 -0.73337287 -0.51525574 -0.14690055 -0.02589648 -0.48518582
#> [13] -0.27243799 -0.11210840 -0.74292629 0.27300101 -0.54487410 0.16055652
#> [19] -0.24732493 0.35899746
#>
#> $Accuracy_Test
#> ME RMSE MAE MPE MAPE
#> Test set -0.2137357 0.9872083 0.7833884 122.7388 156.4491
#>
#> $lin_model
#> $coef
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> [1,] -0.19176927 -0.19176927 -0.19176927
#> [2,] 0.30291838 0.30291838 0.30291838
#> [3,] -0.02621088 -0.02621088 -0.02621088
#> [4,] 0.12325289 0.12325289 0.12325289
#> [5,] 0.16996382 0.16996382 0.16996382
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883219 -0.29883219
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868418
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> [1,] -0.19176927 -0.19176927 -0.19176927
#> [2,] 0.30291838 0.30291838 0.30291838
#> [3,] -0.02621088 -0.02621088 -0.02621088
#> [4,] 0.12325289 0.12325289 0.12325289
#> [5,] 0.16996382 0.16996382 0.16996382
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883219 -0.29883219
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868418
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> [1,] -0.19176927 -0.19176927 -0.19176927
#> [2,] 0.30291838 0.30291838 0.30291838
#> [3,] -0.02621088 -0.02621088 -0.02621088
#> [4,] 0.12325289 0.12325289 0.12325289
#> [5,] 0.16996382 0.16996382 0.16996382
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883219 -0.29883219
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868418
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> [1,] -0.19176927 -0.19176927 -0.19176927
#> [2,] 0.30291838 0.30291838 0.30291838
#> [3,] -0.02621088 -0.02621088 -0.02621088
#> [4,] 0.12325289 0.12325289 0.12325289
#> [5,] 0.16996382 0.16996382 0.16996382
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883219 -0.29883219
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868418
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> [1,] -0.19176927 -0.19176927 -0.19176927
#> [2,] 0.30291838 0.30291838 0.30291838
#> [3,] -0.02621088 -0.02621088 -0.02621088
#> [4,] 0.12325289 0.12325289 0.12325289
#> [5,] 0.16996382 0.16996382 0.16996382
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883219 -0.29883219
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868418
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> [1,] -0.19176927 -0.19176927 -0.19176927
#> [2,] 0.30291838 0.30291838 0.30291838
#> [3,] -0.02621088 -0.02621088 -0.02621088
#> [4,] 0.12325289 0.12325289 0.12325289
#> [5,] 0.16996382 0.16996382 0.16996381
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883219 -0.29883219
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868418
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> [1,] -0.19176927 -0.19176927 -0.19176927
#> [2,] 0.30291838 0.30291838 0.30291838
#> [3,] -0.02621088 -0.02621088 -0.02621088
#> [4,] 0.12325289 0.12325288 0.12325288
#> [5,] 0.16996381 0.16996381 0.16996381
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883219 -0.29883219
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868418
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> [1,] -0.19176927 -0.19176927 -0.19176926
#> [2,] 0.30291838 0.30291837 0.30291836
#> [3,] -0.02621088 -0.02621087 -0.02621087
#> [4,] 0.12325288 0.12325288 0.12325288
#> [5,] 0.16996381 0.16996381 0.16996380
#> [6,] 0.01270387 0.01270387 0.01270387
#> [7,] -0.29883219 -0.29883218 -0.29883217
#> [8,] -0.15425299 -0.15425299 -0.15425299
#> [9,] -0.07383534 -0.07383534 -0.07383534
#> [10,] -0.06868418 -0.06868418 -0.06868417
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> [1,] -0.19176926 -0.19176925 -0.19176924
#> [2,] 0.30291835 0.30291834 0.30291831
#> [3,] -0.02621087 -0.02621087 -0.02621086
#> [4,] 0.12325288 0.12325287 0.12325286
#> [5,] 0.16996379 0.16996378 0.16996376
#> [6,] 0.01270387 0.01270386 0.01270385
#> [7,] -0.29883216 -0.29883214 -0.29883212
#> [8,] -0.15425299 -0.15425298 -0.15425298
#> [9,] -0.07383533 -0.07383533 -0.07383532
#> [10,] -0.06868417 -0.06868416 -0.06868415
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> [1,] -0.19176922 -0.19176919 -0.19176914
#> [2,] 0.30291827 0.30291820 0.30291810
#> [3,] -0.02621085 -0.02621083 -0.02621080
#> [4,] 0.12325285 0.12325282 0.12325279
#> [5,] 0.16996372 0.16996367 0.16996359
#> [6,] 0.01270384 0.01270383 0.01270380
#> [7,] -0.29883207 -0.29883200 -0.29883188
#> [8,] -0.15425296 -0.15425295 -0.15425292
#> [9,] -0.07383530 -0.07383528 -0.07383525
#> [10,] -0.06868412 -0.06868409 -0.06868403
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> [1,] -0.19176906 -0.19176893 -0.19176873
#> [2,] 0.30291793 0.30291766 0.30291723
#> [3,] -0.02621076 -0.02621068 -0.02621057
#> [4,] 0.12325273 0.12325264 0.12325249
#> [5,] 0.16996345 0.16996323 0.16996288
#> [6,] 0.01270376 0.01270370 0.01270359
#> [7,] -0.29883170 -0.29883140 -0.29883093
#> [8,] -0.15425288 -0.15425281 -0.15425270
#> [9,] -0.07383519 -0.07383510 -0.07383496
#> [10,] -0.06868394 -0.06868380 -0.06868357
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> [1,] -0.19176841 -0.19176791 -0.19176710
#> [2,] 0.30291654 0.30291545 0.30291371
#> [3,] -0.02621039 -0.02621010 -0.02620964
#> [4,] 0.12325225 0.12325188 0.12325128
#> [5,] 0.16996233 0.16996145 0.16996005
#> [6,] 0.01270342 0.01270316 0.01270274
#> [7,] -0.29883019 -0.29882900 -0.29882711
#> [8,] -0.15425252 -0.15425225 -0.15425181
#> [9,] -0.07383473 -0.07383437 -0.07383380
#> [10,] -0.06868321 -0.06868263 -0.06868171
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> [1,] -0.19176581 -0.19176377 -0.19176051
#> [2,] 0.30291095 0.30290655 0.30289954
#> [3,] -0.02620890 -0.02620773 -0.02620586
#> [4,] 0.12325032 0.12324881 0.12324639
#> [5,] 0.16995783 0.16995428 0.16994863
#> [6,] 0.01270207 0.01270100 0.01269929
#> [7,] -0.29882410 -0.29881930 -0.29881166
#> [8,] -0.15425110 -0.15424998 -0.15424820
#> [9,] -0.07383288 -0.07383143 -0.07382911
#> [10,] -0.06868024 -0.06867791 -0.06867420
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> [1,] -0.19175532 -0.19174705 -0.19173389
#> [2,] 0.30288838 0.30287061 0.30284232
#> [3,] -0.02620290 -0.02619817 -0.02619065
#> [4,] 0.12324254 0.12323642 0.12322667
#> [5,] 0.16993964 0.16992533 0.16990254
#> [6,] 0.01269658 0.01269227 0.01268540
#> [7,] -0.29879951 -0.29878015 -0.29874934
#> [8,] -0.15424535 -0.15424083 -0.15423363
#> [9,] -0.07382543 -0.07381956 -0.07381021
#> [10,] -0.06866828 -0.06865887 -0.06864388
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> [1,] -0.19171295 -0.19167960 -0.19162652
#> [2,] 0.30279729 0.30272561 0.30261156
#> [3,] -0.02617868 -0.02615963 -0.02612932
#> [4,] 0.12321115 0.12318645 0.12314715
#> [5,] 0.16986627 0.16980855 0.16971672
#> [6,] 0.01267447 0.01265709 0.01262945
#> [7,] -0.29870029 -0.29862222 -0.29849802
#> [8,] -0.15422215 -0.15420389 -0.15417480
#> [9,] -0.07379533 -0.07377166 -0.07373401
#> [10,] -0.06862002 -0.06858206 -0.06852167
#> 0.123284673944206 0.196304065004027 0.312571584968824 0.497702356433211
#> [1,] -0.19154207 -0.19140773 -0.19119417 -0.19085500
#> [2,] 0.30243016 0.30214179 0.30168385 0.30095776
#> [3,] -0.02608116 -0.02600468 -0.02588344 -0.02569172
#> [4,] 0.12308463 0.12298524 0.12282741 0.12257715
#> [5,] 0.16957071 0.16933874 0.16897068 0.16838790
#> [6,] 0.01258554 0.01251590 0.01240569 0.01223190
#> [7,] -0.29830047 -0.29798652 -0.29748811 -0.29669824
#> [8,] -0.15412848 -0.15405472 -0.15393725 -0.15375014
#> [9,] -0.07367414 -0.07357905 -0.07342822 -0.07318953
#> [10,] -0.06842569 -0.06827326 -0.06803157 -0.06764932
#> 0.792482898353919 1.26185688306602 2.00923300256505 3.19926713779738
#> [1,] -0.19031718 -0.18946643 -0.18812590 -0.18602658
#> [2,] 0.29980937 0.29800016 0.29516739 0.29077436
#> [3,] -0.02538982 -0.02491746 -0.02418591 -0.02307081
#> [4,] 0.12218129 0.12155753 0.12058056 0.11906449
#> [5,] 0.16746819 0.16602426 0.16377566 0.16031794
#> [6,] 0.01195940 0.01153599 0.01088736 0.00991555
#> [7,] -0.29544996 -0.29348583 -0.29041641 -0.28567048
#> [8,] -0.15345210 -0.15297733 -0.15222109 -0.15101738
#> [9,] -0.07281314 -0.07222297 -0.07130571 -0.06989934
#> [10,] -0.06704714 -0.06610437 -0.06464276 -0.06241097
#> 5.09413801481639 8.11130830789686 12.9154966501488 20.5651230834865
#> [1,] -0.182770881 -0.177798593 -0.170383090 -0.15971550
#> [2,] 0.284061604 0.274030694 0.259525631 0.23950315
#> [3,] -0.021412393 -0.019036633 -0.015817941 -0.01179508
#> [4,] 0.116744847 0.113269338 0.108216487 0.10116832
#> [5,] 0.155102705 0.147461402 0.136727380 0.12250768
#> [6,] 0.008508816 0.006576984 0.004125879 0.00135822
#> [7,] -0.278450798 -0.267732674 -0.252375433 -0.23143318
#> [8,] -0.149105696 -0.146087199 -0.141383164 -0.13424232
#> [9,] -0.067787093 -0.064709969 -0.060417425 -0.05476895
#> [10,] -0.059081883 -0.054288000 -0.047732787 -0.03940122
#> 32.7454916287773 52.1400828799967 83.0217568131974 132.194114846603
#> [1,] -0.145155194 -0.126664106 -0.1052275521 -0.082844022
#> [2,] 0.213537715 0.182411999 0.1483737021 0.114651437
#> [3,] -0.007301352 -0.002984069 0.0004170822 0.002451342
#> [4,] 0.091854092 0.080341975 0.0671950796 0.053464391
#> [5,] 0.105066282 0.085591039 0.0660124154 0.048318815
#> [6,] -0.001278213 -0.003221196 -0.0041063132 -0.004001486
#> [7,] -0.204681524 -0.173165053 -0.1393385241 -0.106465282
#> [8,] -0.123893133 -0.109930683 -0.0928281008 -0.074137385
#> [9,] -0.047860447 -0.040091944 -0.0320949170 -0.024543783
#> [10,] -0.029806014 -0.020060324 -0.0115496772 -0.005296449
#> 210.490414451202 335.160265093883 533.66992312063 849.753435908644
#> [1,] -0.061864037 -0.0440808321 -0.0302387704 -0.0201591818
#> [2,] 0.084354624 0.0594589023 0.0404860834 0.0268589084
#> [3,] 0.003174625 0.0030109109 0.0024418186 0.0018029136
#> [4,] 0.040427642 0.0291602024 0.0202115801 0.0135819041
#> [5,] 0.033815981 0.0228533171 0.0150605461 0.0097562527
#> [6,] -0.003308255 -0.0024558480 -0.0017023695 -0.0011321405
#> [7,] -0.077488591 -0.0540998866 -0.0365524325 -0.0241077206
#> [8,] -0.055999612 -0.0402406121 -0.0277671967 -0.0185844094
#> [9,] -0.017968137 -0.0126501804 -0.0086202635 -0.0057268204
#> [10,] -0.001509513 0.0003133185 0.0009255163 0.0009522999
#> 1353.04777457981 2154.43469003189 3430.46928631491 5462.27721768434
#> [1,] -0.0131694747 -0.0084850609 -0.0054170060 -0.0034377523
#> [2,] 0.0174909764 0.0112467953 0.0071710352 0.0045472583
#> [3,] 0.0012548006 0.0008410754 0.0005504208 0.0003547770
#> [4,] 0.0089233877 0.0057717608 0.0036943253 0.0023484447
#> [5,] 0.0062492932 0.0039740182 0.0025155096 0.0015876539
#> [6,] -0.0007349654 -0.0004705935 -0.0002989521 -0.0001890489
#> [7,] -0.0156339966 -0.0100241354 -0.0063793827 -0.0040402851
#> [8,] -0.0121719042 -0.0078552664 -0.0050202006 -0.0031880490
#> [9,] -0.0037344917 -0.0024039028 -0.0015339432 -0.0009732148
#> [10,] 0.0007712302 0.0005605368 0.0003842661 0.0002546253
#> 8697.49002617783 13848.8637139387 22051.3073990304 35111.9173421513
#> [1,] -0.0021733388 -1.370634e-03 -8.630671e-04 -5.429302e-04
#> [2,] 0.0028733186 1.811508e-03 1.140452e-03 7.173352e-04
#> [3,] 0.0002264860 1.437119e-04 9.084151e-05 5.728375e-05
#> [4,] 0.0014862841 9.379816e-04 5.908898e-04 3.718136e-04
#> [5,] 0.0010002015 6.293858e-04 3.957587e-04 2.487400e-04
#> [6,] -0.0001192278 -7.507227e-05 -4.722312e-05 -2.968708e-05
#> [7,] -0.0025509555 -1.607462e-03 -1.011670e-03 -6.362039e-04
#> [8,] -0.0020163228 -1.271947e-03 -8.010585e-04 -5.039751e-04
#> [9,] -0.0006151713 -3.879287e-04 -2.442599e-04 -1.536518e-04
#> [10,] 0.0001653069 1.059838e-04 6.742508e-05 4.268819e-05
#> 55908.1018251222 89021.5085445039 141747.41629268 225701.971963392
#> [1,] -3.413314e-04 -2.145065e-04 -1.347718e-04 -8.466252e-05
#> [2,] 4.509417e-04 2.833761e-04 1.780362e-04 1.118387e-04
#> [3,] 3.606798e-05 2.268816e-05 1.426321e-05 8.963390e-06
#> [4,] 2.337938e-04 1.469415e-04 9.232788e-05 5.800210e-05
#> [5,] 1.562918e-04 9.818568e-05 6.167527e-05 3.873852e-05
#> [6,] -1.865596e-05 -1.172105e-05 -7.362960e-06 -4.624862e-06
#> [7,] -3.998890e-04 -2.512740e-04 -1.578595e-04 -9.916095e-05
#> [8,] -3.168618e-04 -1.991371e-04 -1.251186e-04 -7.859974e-05
#> [9,] -9.659655e-05 -6.070446e-05 -3.813958e-05 -2.395885e-05
#> [10,] 2.694543e-05 1.697631e-05 1.068287e-05 6.717546e-06
#> 359381.366380463 572236.765935022 911162.756115487 1450828.77849594
#> [1,] -5.317917e-05 -3.340147e-05 -2.097844e-05 -1.317560e-05
#> [2,] 7.024848e-05 4.412226e-05 2.771171e-05 1.740441e-05
#> [3,] 5.631511e-06 3.537638e-06 2.222088e-06 1.395674e-06
#> [4,] 3.643391e-05 2.288428e-05 1.437307e-05 9.027131e-06
#> [5,] 2.433076e-05 1.528115e-05 9.597292e-06 6.027492e-06
#> [6,] -2.904827e-06 -1.824426e-06 -1.145836e-06 -7.196356e-07
#> [7,] -6.228408e-05 -3.911942e-05 -2.456940e-05 -1.543080e-05
#> [8,] -4.937145e-05 -3.101007e-05 -1.947656e-05 -1.223237e-05
#> [9,] -1.504925e-05 -9.452317e-06 -5.936704e-06 -3.728570e-06
#> [10,] 4.222127e-06 2.652926e-06 1.666631e-06 1.046896e-06
#> 2310129.70008316 3678379.77182862 5857020.81805667 9326033.46883218
#> [1,] -8.274872e-06 -5.196943e-06 -3.263864e-06 -2.049815e-06
#> [2,] 1.093073e-05 6.864918e-06 4.311408e-06 2.707706e-06
#> [3,] 8.765782e-07 5.505380e-07 3.457624e-07 2.171522e-07
#> [4,] 5.669469e-06 3.560657e-06 2.236223e-06 1.404423e-06
#> [5,] 3.785485e-06 2.377412e-06 1.493091e-06 9.377075e-07
#> [6,] -4.519589e-07 -2.838460e-07 -1.782646e-07 -1.119558e-07
#> [7,] -9.691187e-06 -6.086425e-06 -3.822483e-06 -2.400643e-06
#> [8,] -7.682490e-06 -4.824909e-06 -3.030216e-06 -1.903076e-06
#> [9,] -2.341709e-06 -1.470684e-06 -9.236417e-07 -5.800775e-07
#> [10,] 6.575614e-07 4.129994e-07 2.593881e-07 1.629082e-07
#> 14849682.6225447 23644894.1264541 37649358.0679246 59948425.0318942
#> [1,] -1.287349e-06 -8.084944e-07 -5.077588e-07 -3.188877e-07
#> [2,] 1.700524e-06 1.067981e-06 6.707243e-07 4.212348e-07
#> [3,] 1.363792e-07 8.565064e-08 5.379130e-08 3.378259e-08
#> [4,] 8.820228e-07 5.539376e-07 3.478896e-07 2.184851e-07
#> [5,] 5.889087e-07 3.698522e-07 2.322782e-07 1.458775e-07
#> [6,] -7.031166e-08 -4.415783e-08 -2.773243e-08 -1.741679e-08
#> [7,] -1.507678e-06 -9.468678e-07 -5.946613e-07 -3.734649e-07
#> [8,] -1.195192e-06 -7.506176e-07 -4.714105e-07 -2.960599e-07
#> [9,] -3.643070e-07 -2.287960e-07 -1.436907e-07 -9.024206e-08
#> [10,] 1.023131e-07 6.425635e-08 4.035516e-08 2.534434e-08
#> 95454845.6661833 151991108.295293 242012826.479438 385352859.371052
#> [1,] -2.002709e-07 -1.257760e-07 -7.899100e-08 -4.960866e-08
#> [2,] 2.645479e-07 1.661438e-07 1.043432e-07 6.553057e-08
#> [3,] 2.121648e-08 1.332458e-08 8.368230e-09 5.255494e-09
#> [4,] 1.372151e-07 8.617511e-08 5.412049e-08 3.398925e-08
#> [5,] 9.161536e-08 5.753713e-08 3.613500e-08 2.269383e-08
#> [6,] -1.093825e-08 -6.869543e-09 -4.314274e-09 -2.709490e-09
#> [7,] -2.345470e-07 -1.473024e-07 -9.251021e-08 -5.809912e-08
#> [8,] -1.859343e-07 -1.167722e-07 -7.333638e-08 -4.605739e-08
#> [9,] -5.667468e-08 -3.559336e-08 -2.235368e-08 -1.403876e-08
#> [10,] 1.591703e-08 9.996377e-09 6.278024e-09 3.942785e-09
#> 613590727.341319 977009957.299225 1555676143.93047 2477076355.99171
#> [1,] -3.115569e-08 -1.956668e-08 -1.228845e-08 -7.717503e-09
#> [2,] 4.115511e-08 2.584661e-08 1.623243e-08 1.019444e-08
#> [3,] 3.300604e-09 2.072876e-09 1.301827e-09 8.175851e-10
#> [4,] 2.134624e-08 1.340606e-08 8.419399e-09 5.287628e-09
#> [5,] 1.425239e-08 8.950916e-09 5.621436e-09 3.530426e-09
#> [6,] -1.701639e-09 -1.068679e-09 -6.711614e-10 -4.215090e-10
#> [7,] -3.648794e-08 -2.291549e-08 -1.439160e-08 -9.038342e-09
#> [8,] -2.892539e-08 -1.816599e-08 -1.140877e-08 -7.165040e-09
#> [9,] -8.816752e-09 -5.537178e-09 -3.477509e-09 -2.183977e-09
#> [10,] 2.476185e-09 1.555117e-09 9.766588e-10 6.133702e-10
#> 3944206059.43765 6280291441.83427 1e+10
#> [1,] -4.846817e-09 -3.043942e-09 -1.911684e-09
#> [2,] 6.402404e-09 4.020896e-09 2.525240e-09
#> [3,] 5.134673e-10 3.224724e-10 2.025221e-10
#> [4,] 3.320785e-09 2.085550e-09 1.309786e-09
#> [5,] 2.217210e-09 1.392473e-09 8.745134e-10
#> [6,] -2.647199e-10 -1.662518e-10 -1.044110e-10
#> [7,] -5.676343e-09 -3.564909e-09 -2.238866e-09
#> [8,] -4.499854e-09 -2.826040e-09 -1.774835e-09
#> [9,] -1.371601e-09 -8.614056e-10 -5.409878e-10
#> [10,] 3.852144e-10 2.419259e-10 1.519365e-10
#>
#> $ym
#> [1] -0.1564884
#>
#> $xm
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6 Series 7 Series 8
#> 0.8693826 1.1207512 1.1466056 0.9960428 1.1157207 1.1163445 0.9594842 0.9655641
#> Series 9 Series 10
#> 1.0515216 0.9507414
#>
#> $xsd
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6 Series 7 Series 8
#> 1.0274930 0.9317628 0.8701251 0.9142013 0.9284583 0.9020383 1.0056927 0.9697784
#> Series 9 Series 10
#> 0.9574702 1.0764273
#>
#> $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] 52.14008
#>
#> $fitted_values
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> [1,] -0.85043267 -0.85043267 -0.85043267
#> [2,] -0.67417085 -0.67417085 -0.67417085
#> [3,] -0.15375696 -0.15375696 -0.15375696
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648760 -0.60648760
#> [8,] -0.49936787 -0.49936787 -0.49936787
#> [9,] -0.09717975 -0.09717975 -0.09717975
#> [10,] -0.30501653 -0.30501653 -0.30501653
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714363 0.30714363 0.30714363
#> [13,] -0.03755408 -0.03755408 -0.03755408
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277061 -0.09277061 -0.09277061
#> [16,] 0.02668202 0.02668202 0.02668202
#> [17,] -0.58781326 -0.58781326 -0.58781326
#> [18,] 0.43073750 0.43073750 0.43073750
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315438 -0.62315438 -0.62315438
#> [21,] 0.42801644 0.42801644 0.42801644
#> [22,] 0.13327331 0.13327331 0.13327331
#> [23,] -0.86896818 -0.86896818 -0.86896818
#> [24,] -0.80261862 -0.80261862 -0.80261862
#> [25,] -0.68336277 -0.68336277 -0.68336277
#> [26,] -0.97729569 -0.97729569 -0.97729569
#> [27,] -0.71501033 -0.71501033 -0.71501033
#> [28,] 0.38069528 0.38069528 0.38069528
#> [29,] -0.99749311 -0.99749311 -0.99749311
#> [30,] -0.22114127 -0.22114127 -0.22114127
#> [31,] 0.41895453 0.41895453 0.41895453
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261567 0.48261567 0.48261567
#> [34,] 0.35338633 0.35338633 0.35338633
#> [35,] -0.25117896 -0.25117896 -0.25117896
#> [36,] -0.84565160 -0.84565160 -0.84565160
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379321 -0.91379321 -0.91379321
#> [39,] 0.72560198 0.72560198 0.72560198
#> [40,] -0.30642185 -0.30642185 -0.30642185
#> [41,] 0.25756863 0.25756863 0.25756863
#> [42,] 0.08354921 0.08354921 0.08354921
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729186 0.34729186 0.34729186
#> [45,] 0.13453598 0.13453598 0.13453598
#> [46,] -0.68741929 -0.68741929 -0.68741929
#> [47,] -0.09715446 -0.09715446 -0.09715446
#> [48,] -0.43898406 -0.43898406 -0.43898406
#> [49,] -0.40768307 -0.40768307 -0.40768307
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196987 -1.12196987 -1.12196987
#> [52,] -0.71335838 -0.71335838 -0.71335838
#> [53,] 0.14361631 0.14361631 0.14361631
#> [54,] -0.28237264 -0.28237264 -0.28237264
#> [55,] 1.33947576 1.33947576 1.33947576
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019087 0.29019087 0.29019087
#> [58,] 0.56578387 0.56578387 0.56578387
#> [59,] -0.23337916 -0.23337916 -0.23337916
#> [60,] -0.96227309 -0.96227309 -0.96227309
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124642 0.70124642 0.70124642
#> [63,] -0.45981456 -0.45981456 -0.45981456
#> [64,] 1.14572822 1.14572822 1.14572822
#> [65,] 0.59236890 0.59236890 0.59236890
#> [66,] 0.52515023 0.52515023 0.52515023
#> [67,] -1.06771177 -1.06771177 -1.06771177
#> [68,] -0.67477956 -0.67477956 -0.67477956
#> [69,] 0.90087375 0.90087375 0.90087375
#> [70,] -0.38393524 -0.38393524 -0.38393524
#> [71,] 0.51928813 0.51928813 0.51928813
#> [72,] -0.31372699 -0.31372699 -0.31372699
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184568 -0.66184568 -0.66184568
#> [75,] 0.76871604 0.76871604 0.76871604
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746054 -1.07746054 -1.07746054
#> [78,] 0.61428661 0.61428661 0.61428661
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288693 -0.44288693 -0.44288693
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> [1,] -0.85043267 -0.85043267 -0.85043267
#> [2,] -0.67417085 -0.67417085 -0.67417085
#> [3,] -0.15375696 -0.15375696 -0.15375696
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648760 -0.60648760
#> [8,] -0.49936787 -0.49936787 -0.49936787
#> [9,] -0.09717975 -0.09717975 -0.09717975
#> [10,] -0.30501653 -0.30501653 -0.30501653
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714363 0.30714363 0.30714363
#> [13,] -0.03755408 -0.03755408 -0.03755408
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277061 -0.09277061 -0.09277061
#> [16,] 0.02668202 0.02668202 0.02668202
#> [17,] -0.58781326 -0.58781326 -0.58781326
#> [18,] 0.43073750 0.43073750 0.43073750
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315438 -0.62315438 -0.62315438
#> [21,] 0.42801644 0.42801644 0.42801644
#> [22,] 0.13327331 0.13327331 0.13327331
#> [23,] -0.86896818 -0.86896818 -0.86896818
#> [24,] -0.80261862 -0.80261862 -0.80261862
#> [25,] -0.68336277 -0.68336277 -0.68336277
#> [26,] -0.97729569 -0.97729569 -0.97729569
#> [27,] -0.71501033 -0.71501033 -0.71501033
#> [28,] 0.38069528 0.38069528 0.38069528
#> [29,] -0.99749311 -0.99749311 -0.99749311
#> [30,] -0.22114127 -0.22114127 -0.22114127
#> [31,] 0.41895453 0.41895453 0.41895453
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261567 0.48261567 0.48261567
#> [34,] 0.35338633 0.35338633 0.35338633
#> [35,] -0.25117896 -0.25117896 -0.25117896
#> [36,] -0.84565160 -0.84565160 -0.84565160
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379321 -0.91379321 -0.91379321
#> [39,] 0.72560198 0.72560198 0.72560198
#> [40,] -0.30642185 -0.30642185 -0.30642185
#> [41,] 0.25756863 0.25756863 0.25756863
#> [42,] 0.08354921 0.08354921 0.08354921
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729186 0.34729186 0.34729186
#> [45,] 0.13453598 0.13453598 0.13453598
#> [46,] -0.68741929 -0.68741929 -0.68741929
#> [47,] -0.09715446 -0.09715446 -0.09715446
#> [48,] -0.43898406 -0.43898406 -0.43898406
#> [49,] -0.40768307 -0.40768307 -0.40768307
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196987 -1.12196987 -1.12196987
#> [52,] -0.71335838 -0.71335838 -0.71335838
#> [53,] 0.14361631 0.14361631 0.14361631
#> [54,] -0.28237264 -0.28237264 -0.28237264
#> [55,] 1.33947576 1.33947576 1.33947576
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019087 0.29019087 0.29019087
#> [58,] 0.56578387 0.56578387 0.56578387
#> [59,] -0.23337916 -0.23337916 -0.23337916
#> [60,] -0.96227309 -0.96227309 -0.96227309
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124642 0.70124642 0.70124642
#> [63,] -0.45981456 -0.45981456 -0.45981456
#> [64,] 1.14572822 1.14572822 1.14572822
#> [65,] 0.59236890 0.59236890 0.59236890
#> [66,] 0.52515023 0.52515023 0.52515023
#> [67,] -1.06771177 -1.06771177 -1.06771177
#> [68,] -0.67477956 -0.67477956 -0.67477956
#> [69,] 0.90087375 0.90087375 0.90087375
#> [70,] -0.38393524 -0.38393524 -0.38393524
#> [71,] 0.51928813 0.51928813 0.51928813
#> [72,] -0.31372699 -0.31372699 -0.31372699
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184568 -0.66184568 -0.66184568
#> [75,] 0.76871604 0.76871604 0.76871604
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746054 -1.07746054 -1.07746054
#> [78,] 0.61428661 0.61428661 0.61428661
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288693 -0.44288693 -0.44288693
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> [1,] -0.85043267 -0.85043267 -0.85043267
#> [2,] -0.67417085 -0.67417085 -0.67417085
#> [3,] -0.15375696 -0.15375696 -0.15375696
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648760 -0.60648760
#> [8,] -0.49936787 -0.49936787 -0.49936787
#> [9,] -0.09717975 -0.09717975 -0.09717975
#> [10,] -0.30501653 -0.30501653 -0.30501653
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714363 0.30714363 0.30714363
#> [13,] -0.03755408 -0.03755408 -0.03755408
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277061 -0.09277061 -0.09277061
#> [16,] 0.02668202 0.02668202 0.02668202
#> [17,] -0.58781326 -0.58781326 -0.58781326
#> [18,] 0.43073750 0.43073750 0.43073750
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315438 -0.62315438 -0.62315438
#> [21,] 0.42801644 0.42801644 0.42801644
#> [22,] 0.13327331 0.13327331 0.13327331
#> [23,] -0.86896818 -0.86896818 -0.86896818
#> [24,] -0.80261862 -0.80261862 -0.80261862
#> [25,] -0.68336277 -0.68336277 -0.68336277
#> [26,] -0.97729569 -0.97729569 -0.97729569
#> [27,] -0.71501033 -0.71501033 -0.71501033
#> [28,] 0.38069528 0.38069528 0.38069528
#> [29,] -0.99749311 -0.99749311 -0.99749311
#> [30,] -0.22114127 -0.22114127 -0.22114127
#> [31,] 0.41895453 0.41895453 0.41895453
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261567 0.48261567 0.48261567
#> [34,] 0.35338633 0.35338633 0.35338633
#> [35,] -0.25117896 -0.25117896 -0.25117896
#> [36,] -0.84565160 -0.84565160 -0.84565160
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379321 -0.91379321 -0.91379321
#> [39,] 0.72560198 0.72560198 0.72560198
#> [40,] -0.30642185 -0.30642185 -0.30642185
#> [41,] 0.25756863 0.25756863 0.25756863
#> [42,] 0.08354921 0.08354921 0.08354921
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729186 0.34729186 0.34729186
#> [45,] 0.13453598 0.13453598 0.13453598
#> [46,] -0.68741929 -0.68741929 -0.68741929
#> [47,] -0.09715446 -0.09715446 -0.09715446
#> [48,] -0.43898406 -0.43898406 -0.43898406
#> [49,] -0.40768307 -0.40768307 -0.40768307
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196987 -1.12196987 -1.12196987
#> [52,] -0.71335838 -0.71335838 -0.71335838
#> [53,] 0.14361631 0.14361631 0.14361631
#> [54,] -0.28237264 -0.28237264 -0.28237264
#> [55,] 1.33947576 1.33947576 1.33947576
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019087 0.29019087 0.29019087
#> [58,] 0.56578387 0.56578387 0.56578387
#> [59,] -0.23337916 -0.23337916 -0.23337916
#> [60,] -0.96227309 -0.96227309 -0.96227309
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124642 0.70124642 0.70124642
#> [63,] -0.45981456 -0.45981456 -0.45981456
#> [64,] 1.14572822 1.14572822 1.14572822
#> [65,] 0.59236890 0.59236890 0.59236890
#> [66,] 0.52515023 0.52515023 0.52515023
#> [67,] -1.06771177 -1.06771177 -1.06771177
#> [68,] -0.67477956 -0.67477956 -0.67477956
#> [69,] 0.90087375 0.90087375 0.90087375
#> [70,] -0.38393524 -0.38393524 -0.38393524
#> [71,] 0.51928813 0.51928813 0.51928813
#> [72,] -0.31372699 -0.31372699 -0.31372699
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184568 -0.66184568 -0.66184568
#> [75,] 0.76871604 0.76871604 0.76871604
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746054 -1.07746054 -1.07746054
#> [78,] 0.61428661 0.61428661 0.61428661
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288693 -0.44288693 -0.44288693
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> [1,] -0.85043267 -0.85043267 -0.85043267
#> [2,] -0.67417085 -0.67417085 -0.67417085
#> [3,] -0.15375696 -0.15375696 -0.15375696
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648760 -0.60648760
#> [8,] -0.49936787 -0.49936787 -0.49936787
#> [9,] -0.09717975 -0.09717975 -0.09717975
#> [10,] -0.30501653 -0.30501653 -0.30501653
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714363 0.30714363 0.30714363
#> [13,] -0.03755408 -0.03755408 -0.03755408
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277061 -0.09277061 -0.09277061
#> [16,] 0.02668202 0.02668202 0.02668202
#> [17,] -0.58781326 -0.58781326 -0.58781326
#> [18,] 0.43073750 0.43073750 0.43073750
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315438 -0.62315438 -0.62315438
#> [21,] 0.42801644 0.42801644 0.42801644
#> [22,] 0.13327331 0.13327331 0.13327331
#> [23,] -0.86896818 -0.86896818 -0.86896818
#> [24,] -0.80261862 -0.80261862 -0.80261862
#> [25,] -0.68336277 -0.68336277 -0.68336277
#> [26,] -0.97729569 -0.97729569 -0.97729569
#> [27,] -0.71501033 -0.71501033 -0.71501033
#> [28,] 0.38069528 0.38069528 0.38069528
#> [29,] -0.99749311 -0.99749311 -0.99749311
#> [30,] -0.22114127 -0.22114127 -0.22114127
#> [31,] 0.41895453 0.41895453 0.41895453
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261567 0.48261567 0.48261567
#> [34,] 0.35338633 0.35338633 0.35338633
#> [35,] -0.25117896 -0.25117896 -0.25117896
#> [36,] -0.84565160 -0.84565160 -0.84565160
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379321 -0.91379321 -0.91379321
#> [39,] 0.72560198 0.72560198 0.72560198
#> [40,] -0.30642185 -0.30642185 -0.30642185
#> [41,] 0.25756863 0.25756863 0.25756863
#> [42,] 0.08354921 0.08354921 0.08354921
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729186 0.34729186 0.34729186
#> [45,] 0.13453598 0.13453598 0.13453598
#> [46,] -0.68741929 -0.68741929 -0.68741929
#> [47,] -0.09715446 -0.09715446 -0.09715446
#> [48,] -0.43898406 -0.43898406 -0.43898406
#> [49,] -0.40768307 -0.40768307 -0.40768307
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196987 -1.12196987 -1.12196987
#> [52,] -0.71335838 -0.71335838 -0.71335838
#> [53,] 0.14361631 0.14361631 0.14361631
#> [54,] -0.28237264 -0.28237264 -0.28237264
#> [55,] 1.33947576 1.33947576 1.33947576
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019087 0.29019087 0.29019087
#> [58,] 0.56578387 0.56578387 0.56578387
#> [59,] -0.23337916 -0.23337916 -0.23337916
#> [60,] -0.96227309 -0.96227309 -0.96227309
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124642 0.70124642 0.70124642
#> [63,] -0.45981456 -0.45981456 -0.45981456
#> [64,] 1.14572822 1.14572822 1.14572822
#> [65,] 0.59236890 0.59236890 0.59236890
#> [66,] 0.52515023 0.52515023 0.52515023
#> [67,] -1.06771177 -1.06771177 -1.06771177
#> [68,] -0.67477956 -0.67477956 -0.67477956
#> [69,] 0.90087375 0.90087375 0.90087375
#> [70,] -0.38393524 -0.38393524 -0.38393524
#> [71,] 0.51928813 0.51928813 0.51928813
#> [72,] -0.31372699 -0.31372699 -0.31372699
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184568 -0.66184568 -0.66184568
#> [75,] 0.76871604 0.76871604 0.76871604
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746054 -1.07746054 -1.07746054
#> [78,] 0.61428661 0.61428661 0.61428661
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288693 -0.44288693 -0.44288693
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> [1,] -0.85043267 -0.85043267 -0.85043267
#> [2,] -0.67417085 -0.67417085 -0.67417085
#> [3,] -0.15375696 -0.15375696 -0.15375696
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648760 -0.60648760
#> [8,] -0.49936787 -0.49936787 -0.49936787
#> [9,] -0.09717975 -0.09717975 -0.09717975
#> [10,] -0.30501653 -0.30501653 -0.30501653
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714363 0.30714363 0.30714363
#> [13,] -0.03755408 -0.03755408 -0.03755408
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277061 -0.09277061 -0.09277061
#> [16,] 0.02668202 0.02668202 0.02668202
#> [17,] -0.58781326 -0.58781326 -0.58781326
#> [18,] 0.43073750 0.43073750 0.43073750
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315437 -0.62315437 -0.62315437
#> [21,] 0.42801644 0.42801644 0.42801644
#> [22,] 0.13327331 0.13327331 0.13327331
#> [23,] -0.86896818 -0.86896818 -0.86896818
#> [24,] -0.80261862 -0.80261862 -0.80261862
#> [25,] -0.68336277 -0.68336277 -0.68336277
#> [26,] -0.97729569 -0.97729569 -0.97729569
#> [27,] -0.71501033 -0.71501033 -0.71501033
#> [28,] 0.38069528 0.38069528 0.38069528
#> [29,] -0.99749311 -0.99749311 -0.99749311
#> [30,] -0.22114127 -0.22114127 -0.22114127
#> [31,] 0.41895453 0.41895453 0.41895453
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261567 0.48261567 0.48261566
#> [34,] 0.35338633 0.35338633 0.35338633
#> [35,] -0.25117896 -0.25117896 -0.25117896
#> [36,] -0.84565160 -0.84565160 -0.84565160
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379321 -0.91379321 -0.91379321
#> [39,] 0.72560198 0.72560198 0.72560198
#> [40,] -0.30642185 -0.30642185 -0.30642185
#> [41,] 0.25756863 0.25756863 0.25756863
#> [42,] 0.08354921 0.08354921 0.08354921
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729186 0.34729186 0.34729186
#> [45,] 0.13453598 0.13453598 0.13453598
#> [46,] -0.68741929 -0.68741929 -0.68741929
#> [47,] -0.09715446 -0.09715446 -0.09715446
#> [48,] -0.43898406 -0.43898406 -0.43898406
#> [49,] -0.40768307 -0.40768307 -0.40768307
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196987 -1.12196987 -1.12196987
#> [52,] -0.71335838 -0.71335838 -0.71335838
#> [53,] 0.14361631 0.14361631 0.14361631
#> [54,] -0.28237264 -0.28237264 -0.28237264
#> [55,] 1.33947576 1.33947576 1.33947576
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019087 0.29019087 0.29019087
#> [58,] 0.56578387 0.56578387 0.56578387
#> [59,] -0.23337916 -0.23337916 -0.23337916
#> [60,] -0.96227309 -0.96227309 -0.96227309
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124642 0.70124642 0.70124642
#> [63,] -0.45981456 -0.45981456 -0.45981456
#> [64,] 1.14572822 1.14572822 1.14572822
#> [65,] 0.59236890 0.59236890 0.59236890
#> [66,] 0.52515023 0.52515023 0.52515023
#> [67,] -1.06771177 -1.06771177 -1.06771177
#> [68,] -0.67477956 -0.67477956 -0.67477956
#> [69,] 0.90087375 0.90087375 0.90087375
#> [70,] -0.38393524 -0.38393524 -0.38393524
#> [71,] 0.51928813 0.51928813 0.51928813
#> [72,] -0.31372699 -0.31372699 -0.31372699
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184568 -0.66184568 -0.66184568
#> [75,] 0.76871604 0.76871604 0.76871604
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746054 -1.07746054 -1.07746054
#> [78,] 0.61428661 0.61428661 0.61428661
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288693 -0.44288693 -0.44288693
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> [1,] -0.85043267 -0.85043267 -0.85043267
#> [2,] -0.67417085 -0.67417085 -0.67417085
#> [3,] -0.15375696 -0.15375696 -0.15375696
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648760 -0.60648760
#> [8,] -0.49936787 -0.49936787 -0.49936787
#> [9,] -0.09717975 -0.09717975 -0.09717975
#> [10,] -0.30501653 -0.30501653 -0.30501653
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714363 0.30714363 0.30714363
#> [13,] -0.03755408 -0.03755408 -0.03755408
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277061 -0.09277061 -0.09277062
#> [16,] 0.02668202 0.02668202 0.02668202
#> [17,] -0.58781326 -0.58781326 -0.58781326
#> [18,] 0.43073750 0.43073750 0.43073750
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315437 -0.62315437 -0.62315437
#> [21,] 0.42801644 0.42801644 0.42801644
#> [22,] 0.13327331 0.13327331 0.13327331
#> [23,] -0.86896818 -0.86896818 -0.86896818
#> [24,] -0.80261862 -0.80261862 -0.80261862
#> [25,] -0.68336276 -0.68336276 -0.68336276
#> [26,] -0.97729569 -0.97729569 -0.97729569
#> [27,] -0.71501033 -0.71501032 -0.71501032
#> [28,] 0.38069528 0.38069528 0.38069527
#> [29,] -0.99749311 -0.99749311 -0.99749311
#> [30,] -0.22114127 -0.22114127 -0.22114127
#> [31,] 0.41895453 0.41895453 0.41895453
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261566 0.48261566 0.48261566
#> [34,] 0.35338633 0.35338633 0.35338633
#> [35,] -0.25117896 -0.25117896 -0.25117896
#> [36,] -0.84565160 -0.84565160 -0.84565160
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379321 -0.91379321 -0.91379321
#> [39,] 0.72560198 0.72560198 0.72560198
#> [40,] -0.30642185 -0.30642185 -0.30642185
#> [41,] 0.25756863 0.25756863 0.25756863
#> [42,] 0.08354921 0.08354921 0.08354921
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729186 0.34729186 0.34729186
#> [45,] 0.13453598 0.13453598 0.13453598
#> [46,] -0.68741929 -0.68741929 -0.68741929
#> [47,] -0.09715446 -0.09715446 -0.09715446
#> [48,] -0.43898406 -0.43898406 -0.43898406
#> [49,] -0.40768307 -0.40768307 -0.40768307
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196987 -1.12196987 -1.12196987
#> [52,] -0.71335838 -0.71335838 -0.71335838
#> [53,] 0.14361631 0.14361631 0.14361631
#> [54,] -0.28237264 -0.28237264 -0.28237264
#> [55,] 1.33947575 1.33947575 1.33947575
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019087 0.29019087 0.29019087
#> [58,] 0.56578387 0.56578387 0.56578387
#> [59,] -0.23337916 -0.23337916 -0.23337916
#> [60,] -0.96227309 -0.96227309 -0.96227309
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124642 0.70124642 0.70124642
#> [63,] -0.45981456 -0.45981456 -0.45981456
#> [64,] 1.14572822 1.14572821 1.14572821
#> [65,] 0.59236890 0.59236890 0.59236890
#> [66,] 0.52515023 0.52515023 0.52515023
#> [67,] -1.06771177 -1.06771177 -1.06771177
#> [68,] -0.67477956 -0.67477956 -0.67477956
#> [69,] 0.90087375 0.90087374 0.90087374
#> [70,] -0.38393524 -0.38393524 -0.38393524
#> [71,] 0.51928813 0.51928813 0.51928813
#> [72,] -0.31372698 -0.31372698 -0.31372698
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184568 -0.66184568 -0.66184568
#> [75,] 0.76871603 0.76871603 0.76871603
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746054 -1.07746054 -1.07746054
#> [78,] 0.61428661 0.61428661 0.61428661
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288693 -0.44288693 -0.44288693
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> [1,] -0.85043267 -0.85043266 -0.85043266
#> [2,] -0.67417085 -0.67417085 -0.67417085
#> [3,] -0.15375696 -0.15375696 -0.15375696
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648760 -0.60648760
#> [8,] -0.49936787 -0.49936787 -0.49936786
#> [9,] -0.09717975 -0.09717975 -0.09717976
#> [10,] -0.30501653 -0.30501653 -0.30501653
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714362 0.30714362 0.30714362
#> [13,] -0.03755408 -0.03755408 -0.03755408
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277062 -0.09277062 -0.09277062
#> [16,] 0.02668202 0.02668202 0.02668202
#> [17,] -0.58781325 -0.58781325 -0.58781325
#> [18,] 0.43073750 0.43073749 0.43073749
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315437 -0.62315437 -0.62315437
#> [21,] 0.42801644 0.42801644 0.42801643
#> [22,] 0.13327331 0.13327331 0.13327331
#> [23,] -0.86896818 -0.86896818 -0.86896818
#> [24,] -0.80261862 -0.80261862 -0.80261861
#> [25,] -0.68336276 -0.68336276 -0.68336276
#> [26,] -0.97729569 -0.97729568 -0.97729568
#> [27,] -0.71501032 -0.71501032 -0.71501032
#> [28,] 0.38069527 0.38069527 0.38069527
#> [29,] -0.99749311 -0.99749310 -0.99749310
#> [30,] -0.22114127 -0.22114126 -0.22114126
#> [31,] 0.41895453 0.41895452 0.41895452
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261566 0.48261566 0.48261565
#> [34,] 0.35338633 0.35338633 0.35338633
#> [35,] -0.25117896 -0.25117896 -0.25117896
#> [36,] -0.84565160 -0.84565159 -0.84565159
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379320 -0.91379320 -0.91379320
#> [39,] 0.72560198 0.72560198 0.72560197
#> [40,] -0.30642185 -0.30642185 -0.30642185
#> [41,] 0.25756863 0.25756863 0.25756862
#> [42,] 0.08354921 0.08354920 0.08354920
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729186 0.34729186 0.34729185
#> [45,] 0.13453598 0.13453598 0.13453598
#> [46,] -0.68741929 -0.68741929 -0.68741929
#> [47,] -0.09715446 -0.09715446 -0.09715446
#> [48,] -0.43898406 -0.43898406 -0.43898406
#> [49,] -0.40768306 -0.40768306 -0.40768306
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196987 -1.12196986 -1.12196986
#> [52,] -0.71335838 -0.71335838 -0.71335837
#> [53,] 0.14361630 0.14361630 0.14361630
#> [54,] -0.28237264 -0.28237264 -0.28237264
#> [55,] 1.33947575 1.33947574 1.33947573
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019087 0.29019087 0.29019086
#> [58,] 0.56578386 0.56578386 0.56578386
#> [59,] -0.23337916 -0.23337916 -0.23337916
#> [60,] -0.96227309 -0.96227309 -0.96227308
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124642 0.70124642 0.70124641
#> [63,] -0.45981455 -0.45981455 -0.45981455
#> [64,] 1.14572821 1.14572821 1.14572820
#> [65,] 0.59236890 0.59236890 0.59236889
#> [66,] 0.52515023 0.52515023 0.52515023
#> [67,] -1.06771177 -1.06771177 -1.06771176
#> [68,] -0.67477956 -0.67477955 -0.67477955
#> [69,] 0.90087374 0.90087374 0.90087373
#> [70,] -0.38393524 -0.38393524 -0.38393524
#> [71,] 0.51928813 0.51928812 0.51928812
#> [72,] -0.31372698 -0.31372698 -0.31372698
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184567 -0.66184567 -0.66184567
#> [75,] 0.76871603 0.76871603 0.76871602
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746054 -1.07746054 -1.07746053
#> [78,] 0.61428661 0.61428660 0.61428660
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288693 -0.44288692 -0.44288692
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> [1,] -0.85043265 -0.85043264 -0.85043262
#> [2,] -0.67417084 -0.67417084 -0.67417083
#> [3,] -0.15375696 -0.15375696 -0.15375697
#> [4,] -0.32658078 -0.32658078 -0.32658078
#> [5,] -0.45448191 -0.45448191 -0.45448191
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648760 -0.60648759 -0.60648759
#> [8,] -0.49936786 -0.49936786 -0.49936786
#> [9,] -0.09717976 -0.09717976 -0.09717976
#> [10,] -0.30501653 -0.30501652 -0.30501652
#> [11,] -0.23923273 -0.23923273 -0.23923273
#> [12,] 0.30714362 0.30714361 0.30714360
#> [13,] -0.03755409 -0.03755409 -0.03755410
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277062 -0.09277062 -0.09277062
#> [16,] 0.02668201 0.02668201 0.02668201
#> [17,] -0.58781324 -0.58781324 -0.58781322
#> [18,] 0.43073749 0.43073748 0.43073746
#> [19,] -0.47177405 -0.47177405 -0.47177405
#> [20,] -0.62315436 -0.62315435 -0.62315434
#> [21,] 0.42801643 0.42801642 0.42801641
#> [22,] 0.13327331 0.13327330 0.13327330
#> [23,] -0.86896817 -0.86896816 -0.86896815
#> [24,] -0.80261861 -0.80261860 -0.80261859
#> [25,] -0.68336276 -0.68336275 -0.68336274
#> [26,] -0.97729568 -0.97729567 -0.97729565
#> [27,] -0.71501031 -0.71501030 -0.71501029
#> [28,] 0.38069526 0.38069525 0.38069524
#> [29,] -0.99749309 -0.99749307 -0.99749305
#> [30,] -0.22114126 -0.22114126 -0.22114125
#> [31,] 0.41895452 0.41895451 0.41895451
#> [32,] -0.14000789 -0.14000789 -0.14000789
#> [33,] 0.48261565 0.48261564 0.48261562
#> [34,] 0.35338632 0.35338632 0.35338631
#> [35,] -0.25117897 -0.25117897 -0.25117897
#> [36,] -0.84565158 -0.84565157 -0.84565155
#> [37,] -0.07632062 -0.07632062 -0.07632062
#> [38,] -0.91379319 -0.91379318 -0.91379316
#> [39,] 0.72560197 0.72560196 0.72560194
#> [40,] -0.30642185 -0.30642185 -0.30642184
#> [41,] 0.25756862 0.25756862 0.25756861
#> [42,] 0.08354920 0.08354919 0.08354919
#> [43,] -0.06817408 -0.06817408 -0.06817408
#> [44,] 0.34729185 0.34729184 0.34729183
#> [45,] 0.13453598 0.13453598 0.13453597
#> [46,] -0.68741928 -0.68741927 -0.68741926
#> [47,] -0.09715446 -0.09715447 -0.09715447
#> [48,] -0.43898405 -0.43898405 -0.43898404
#> [49,] -0.40768306 -0.40768306 -0.40768306
#> [50,] -0.20304947 -0.20304947 -0.20304947
#> [51,] -1.12196986 -1.12196985 -1.12196983
#> [52,] -0.71335837 -0.71335836 -0.71335835
#> [53,] 0.14361630 0.14361630 0.14361629
#> [54,] -0.28237264 -0.28237264 -0.28237263
#> [55,] 1.33947572 1.33947570 1.33947566
#> [56,] -0.11692773 -0.11692773 -0.11692773
#> [57,] 0.29019086 0.29019086 0.29019085
#> [58,] 0.56578385 0.56578384 0.56578382
#> [59,] -0.23337916 -0.23337915 -0.23337915
#> [60,] -0.96227308 -0.96227307 -0.96227306
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124641 0.70124640 0.70124639
#> [63,] -0.45981455 -0.45981454 -0.45981453
#> [64,] 1.14572819 1.14572817 1.14572813
#> [65,] 0.59236889 0.59236888 0.59236887
#> [66,] 0.52515022 0.52515022 0.52515021
#> [67,] -1.06771176 -1.06771175 -1.06771173
#> [68,] -0.67477955 -0.67477954 -0.67477954
#> [69,] 0.90087372 0.90087370 0.90087367
#> [70,] -0.38393524 -0.38393523 -0.38393523
#> [71,] 0.51928812 0.51928811 0.51928810
#> [72,] -0.31372697 -0.31372697 -0.31372696
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184567 -0.66184566 -0.66184566
#> [75,] 0.76871602 0.76871601 0.76871599
#> [76,] -0.11830929 -0.11830929 -0.11830929
#> [77,] -1.07746053 -1.07746052 -1.07746050
#> [78,] 0.61428660 0.61428659 0.61428658
#> [79,] -0.21961377 -0.21961377 -0.21961377
#> [80,] -0.44288692 -0.44288691 -0.44288690
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> [1,] -0.85043259 -0.85043255 -0.85043247
#> [2,] -0.67417082 -0.67417080 -0.67417077
#> [3,] -0.15375697 -0.15375698 -0.15375699
#> [4,] -0.32658079 -0.32658079 -0.32658079
#> [5,] -0.45448190 -0.45448190 -0.45448188
#> [6,] 0.02823776 0.02823776 0.02823776
#> [7,] -0.60648758 -0.60648756 -0.60648754
#> [8,] -0.49936785 -0.49936784 -0.49936783
#> [9,] -0.09717977 -0.09717978 -0.09717980
#> [10,] -0.30501651 -0.30501649 -0.30501647
#> [11,] -0.23923272 -0.23923271 -0.23923270
#> [12,] 0.30714358 0.30714356 0.30714352
#> [13,] -0.03755411 -0.03755412 -0.03755414
#> [14,] -0.61708372 -0.61708372 -0.61708372
#> [15,] -0.09277062 -0.09277062 -0.09277063
#> [16,] 0.02668200 0.02668199 0.02668197
#> [17,] -0.58781320 -0.58781317 -0.58781312
#> [18,] 0.43073744 0.43073741 0.43073735
#> [19,] -0.47177405 -0.47177405 -0.47177404
#> [20,] -0.62315432 -0.62315428 -0.62315423
#> [21,] 0.42801639 0.42801636 0.42801631
#> [22,] 0.13327329 0.13327328 0.13327326
#> [23,] -0.86896813 -0.86896809 -0.86896804
#> [24,] -0.80261857 -0.80261854 -0.80261849
#> [25,] -0.68336273 -0.68336271 -0.68336268
#> [26,] -0.97729563 -0.97729560 -0.97729555
#> [27,] -0.71501026 -0.71501022 -0.71501016
#> [28,] 0.38069522 0.38069518 0.38069512
#> [29,] -0.99749301 -0.99749295 -0.99749286
#> [30,] -0.22114125 -0.22114123 -0.22114121
#> [31,] 0.41895449 0.41895447 0.41895444
#> [32,] -0.14000789 -0.14000789 -0.14000788
#> [33,] 0.48261559 0.48261555 0.48261549
#> [34,] 0.35338629 0.35338626 0.35338622
#> [35,] -0.25117897 -0.25117898 -0.25117899
#> [36,] -0.84565152 -0.84565148 -0.84565141
#> [37,] -0.07632062 -0.07632062 -0.07632063
#> [38,] -0.91379313 -0.91379308 -0.91379301
#> [39,] 0.72560191 0.72560187 0.72560180
#> [40,] -0.30642184 -0.30642183 -0.30642182
#> [41,] 0.25756860 0.25756858 0.25756855
#> [42,] 0.08354917 0.08354915 0.08354912
#> [43,] -0.06817409 -0.06817409 -0.06817410
#> [44,] 0.34729180 0.34729177 0.34729171
#> [45,] 0.13453597 0.13453596 0.13453594
#> [46,] -0.68741924 -0.68741921 -0.68741916
#> [47,] -0.09715448 -0.09715449 -0.09715450
#> [48,] -0.43898402 -0.43898400 -0.43898396
#> [49,] -0.40768305 -0.40768304 -0.40768303
#> [50,] -0.20304946 -0.20304945 -0.20304944
#> [51,] -1.12196981 -1.12196978 -1.12196972
#> [52,] -0.71335833 -0.71335829 -0.71335824
#> [53,] 0.14361629 0.14361627 0.14361625
#> [54,] -0.28237263 -0.28237262 -0.28237261
#> [55,] 1.33947561 1.33947552 1.33947538
#> [56,] -0.11692772 -0.11692772 -0.11692771
#> [57,] 0.29019084 0.29019081 0.29019078
#> [58,] 0.56578379 0.56578375 0.56578368
#> [59,] -0.23337914 -0.23337912 -0.23337910
#> [60,] -0.96227304 -0.96227301 -0.96227296
#> [61,] -0.14070138 -0.14070138 -0.14070138
#> [62,] 0.70124637 0.70124633 0.70124628
#> [63,] -0.45981452 -0.45981450 -0.45981447
#> [64,] 1.14572808 1.14572800 1.14572788
#> [65,] 0.59236884 0.59236881 0.59236875
#> [66,] 0.52515019 0.52515016 0.52515012
#> [67,] -1.06771170 -1.06771166 -1.06771159
#> [68,] -0.67477952 -0.67477950 -0.67477946
#> [69,] 0.90087363 0.90087356 0.90087345
#> [70,] -0.38393522 -0.38393520 -0.38393518
#> [71,] 0.51928808 0.51928806 0.51928801
#> [72,] -0.31372694 -0.31372691 -0.31372687
#> [73,] 0.16556501 0.16556501 0.16556501
#> [74,] -0.66184565 -0.66184563 -0.66184560
#> [75,] 0.76871596 0.76871592 0.76871585
#> [76,] -0.11830929 -0.11830929 -0.11830930
#> [77,] -1.07746047 -1.07746043 -1.07746037
#> [78,] 0.61428656 0.61428654 0.61428649
#> [79,] -0.21961376 -0.21961376 -0.21961375
#> [80,] -0.44288689 -0.44288686 -0.44288683
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> [1,] -0.85043236 -0.85043217 -0.85043188
#> [2,] -0.67417072 -0.67417064 -0.67417052
#> [3,] -0.15375700 -0.15375703 -0.15375706
#> [4,] -0.32658080 -0.32658081 -0.32658082
#> [5,] -0.45448187 -0.45448184 -0.45448179
#> [6,] 0.02823775 0.02823775 0.02823774
#> [7,] -0.60648750 -0.60648744 -0.60648735
#> [8,] -0.49936781 -0.49936777 -0.49936771
#> [9,] -0.09717983 -0.09717988 -0.09717995
#> [10,] -0.30501643 -0.30501636 -0.30501626
#> [11,] -0.23923268 -0.23923265 -0.23923260
#> [12,] 0.30714345 0.30714335 0.30714319
#> [13,] -0.03755418 -0.03755424 -0.03755434
#> [14,] -0.61708371 -0.61708371 -0.61708371
#> [15,] -0.09277064 -0.09277065 -0.09277068
#> [16,] 0.02668195 0.02668191 0.02668184
#> [17,] -0.58781304 -0.58781291 -0.58781271
#> [18,] 0.43073726 0.43073712 0.43073689
#> [19,] -0.47177403 -0.47177402 -0.47177400
#> [20,] -0.62315414 -0.62315401 -0.62315379
#> [21,] 0.42801623 0.42801611 0.42801591
#> [22,] 0.13327322 0.13327317 0.13327309
#> [23,] -0.86896795 -0.86896782 -0.86896760
#> [24,] -0.80261840 -0.80261828 -0.80261807
#> [25,] -0.68336263 -0.68336255 -0.68336242
#> [26,] -0.97729546 -0.97729533 -0.97729512
#> [27,] -0.71501006 -0.71500991 -0.71500966
#> [28,] 0.38069503 0.38069489 0.38069465
#> [29,] -0.99749271 -0.99749246 -0.99749208
#> [30,] -0.22114118 -0.22114113 -0.22114104
#> [31,] 0.41895439 0.41895430 0.41895417
#> [32,] -0.14000788 -0.14000787 -0.14000785
#> [33,] 0.48261538 0.48261521 0.48261494
#> [34,] 0.35338616 0.35338605 0.35338588
#> [35,] -0.25117901 -0.25117904 -0.25117909
#> [36,] -0.84565129 -0.84565110 -0.84565081
#> [37,] -0.07632063 -0.07632063 -0.07632064
#> [38,] -0.91379289 -0.91379271 -0.91379241
#> [39,] 0.72560169 0.72560152 0.72560124
#> [40,] -0.30642180 -0.30642177 -0.30642172
#> [41,] 0.25756850 0.25756842 0.25756829
#> [42,] 0.08354907 0.08354899 0.08354886
#> [43,] -0.06817411 -0.06817414 -0.06817417
#> [44,] 0.34729162 0.34729148 0.34729126
#> [45,] 0.13453592 0.13453588 0.13453583
#> [46,] -0.68741908 -0.68741895 -0.68741875
#> [47,] -0.09715453 -0.09715457 -0.09715464
#> [48,] -0.43898389 -0.43898379 -0.43898364
#> [49,] -0.40768301 -0.40768297 -0.40768292
#> [50,] -0.20304942 -0.20304939 -0.20304933
#> [51,] -1.12196963 -1.12196949 -1.12196926
#> [52,] -0.71335816 -0.71335803 -0.71335782
#> [53,] 0.14361622 0.14361617 0.14361609
#> [54,] -0.28237259 -0.28237256 -0.28237252
#> [55,] 1.33947516 1.33947480 1.33947424
#> [56,] -0.11692770 -0.11692768 -0.11692766
#> [57,] 0.29019073 0.29019065 0.29019051
#> [58,] 0.56578357 0.56578339 0.56578310
#> [59,] -0.23337906 -0.23337899 -0.23337889
#> [60,] -0.96227288 -0.96227276 -0.96227257
#> [61,] -0.14070137 -0.14070137 -0.14070136
#> [62,] 0.70124620 0.70124607 0.70124587
#> [63,] -0.45981441 -0.45981433 -0.45981419
#> [64,] 1.14572768 1.14572736 1.14572684
#> [65,] 0.59236867 0.59236853 0.59236830
#> [66,] 0.52515005 0.52514994 0.52514977
#> [67,] -1.06771148 -1.06771131 -1.06771104
#> [68,] -0.67477941 -0.67477932 -0.67477918
#> [69,] 0.90087327 0.90087298 0.90087253
#> [70,] -0.38393514 -0.38393508 -0.38393499
#> [71,] 0.51928794 0.51928783 0.51928766
#> [72,] -0.31372680 -0.31372669 -0.31372652
#> [73,] 0.16556502 0.16556502 0.16556503
#> [74,] -0.66184556 -0.66184548 -0.66184537
#> [75,] 0.76871574 0.76871557 0.76871529
#> [76,] -0.11830930 -0.11830931 -0.11830932
#> [77,] -1.07746026 -1.07746010 -1.07745983
#> [78,] 0.61428643 0.61428632 0.61428614
#> [79,] -0.21961373 -0.21961371 -0.21961367
#> [80,] -0.44288677 -0.44288667 -0.44288651
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> [1,] -0.85043141 -0.85043066 -0.85042947
#> [2,] -0.67417032 -0.67417001 -0.67416951
#> [3,] -0.15375713 -0.15375722 -0.15375738
#> [4,] -0.32658085 -0.32658088 -0.32658094
#> [5,] -0.45448172 -0.45448161 -0.45448143
#> [6,] 0.02823773 0.02823771 0.02823769
#> [7,] -0.60648719 -0.60648695 -0.60648656
#> [8,] -0.49936762 -0.49936747 -0.49936724
#> [9,] -0.09718007 -0.09718025 -0.09718055
#> [10,] -0.30501610 -0.30501585 -0.30501545
#> [11,] -0.23923253 -0.23923241 -0.23923221
#> [12,] 0.30714293 0.30714251 0.30714185
#> [13,] -0.03755450 -0.03755474 -0.03755513
#> [14,] -0.61708370 -0.61708370 -0.61708368
#> [15,] -0.09277071 -0.09277077 -0.09277086
#> [16,] 0.02668173 0.02668156 0.02668129
#> [17,] -0.58781238 -0.58781186 -0.58781104
#> [18,] 0.43073653 0.43073595 0.43073503
#> [19,] -0.47177397 -0.47177393 -0.47177385
#> [20,] -0.62315344 -0.62315289 -0.62315201
#> [21,] 0.42801559 0.42801509 0.42801429
#> [22,] 0.13327296 0.13327275 0.13327242
#> [23,] -0.86896725 -0.86896669 -0.86896581
#> [24,] -0.80261775 -0.80261723 -0.80261640
#> [25,] -0.68336222 -0.68336190 -0.68336139
#> [26,] -0.97729478 -0.97729424 -0.97729338
#> [27,] -0.71500926 -0.71500863 -0.71500763
#> [28,] 0.38069429 0.38069370 0.38069277
#> [29,] -0.99749146 -0.99749049 -0.99748893
#> [30,] -0.22114091 -0.22114070 -0.22114037
#> [31,] 0.41895396 0.41895362 0.41895308
#> [32,] -0.14000783 -0.14000780 -0.14000774
#> [33,] 0.48261451 0.48261383 0.48261274
#> [34,] 0.35338561 0.35338518 0.35338450
#> [35,] -0.25117916 -0.25117928 -0.25117947
#> [36,] -0.84565034 -0.84564959 -0.84564840
#> [37,] -0.07632065 -0.07632067 -0.07632071
#> [38,] -0.91379194 -0.91379119 -0.91378999
#> [39,] 0.72560080 0.72560010 0.72559898
#> [40,] -0.30642164 -0.30642151 -0.30642131
#> [41,] 0.25756810 0.25756778 0.25756728
#> [42,] 0.08354866 0.08354833 0.08354781
#> [43,] -0.06817422 -0.06817431 -0.06817445
#> [44,] 0.34729090 0.34729033 0.34728942
#> [45,] 0.13453573 0.13453558 0.13453534
#> [46,] -0.68741842 -0.68741790 -0.68741708
#> [47,] -0.09715475 -0.09715493 -0.09715520
#> [48,] -0.43898338 -0.43898298 -0.43898233
#> [49,] -0.40768283 -0.40768269 -0.40768247
#> [50,] -0.20304925 -0.20304912 -0.20304891
#> [51,] -1.12196890 -1.12196833 -1.12196742
#> [52,] -0.71335749 -0.71335696 -0.71335611
#> [53,] 0.14361597 0.14361577 0.14361545
#> [54,] -0.28237244 -0.28237233 -0.28237214
#> [55,] 1.33947334 1.33947190 1.33946962
#> [56,] -0.11692761 -0.11692754 -0.11692743
#> [57,] 0.29019030 0.29018996 0.29018942
#> [58,] 0.56578265 0.56578193 0.56578079
#> [59,] -0.23337874 -0.23337848 -0.23337808
#> [60,] -0.96227225 -0.96227176 -0.96227096
#> [61,] -0.14070134 -0.14070132 -0.14070128
#> [62,] 0.70124554 0.70124502 0.70124419
#> [63,] -0.45981397 -0.45981362 -0.45981307
#> [64,] 1.14572603 1.14572474 1.14572267
#> [65,] 0.59236795 0.59236739 0.59236649
#> [66,] 0.52514950 0.52514906 0.52514836
#> [67,] -1.06771060 -1.06770990 -1.06770880
#> [68,] -0.67477896 -0.67477860 -0.67477803
#> [69,] 0.90087181 0.90087066 0.90086884
#> [70,] -0.38393484 -0.38393460 -0.38393423
#> [71,] 0.51928738 0.51928693 0.51928623
#> [72,] -0.31372625 -0.31372581 -0.31372512
#> [73,] 0.16556505 0.16556507 0.16556511
#> [74,] -0.66184519 -0.66184490 -0.66184444
#> [75,] 0.76871485 0.76871415 0.76871303
#> [76,] -0.11830934 -0.11830936 -0.11830941
#> [77,] -1.07745941 -1.07745874 -1.07745768
#> [78,] 0.61428587 0.61428543 0.61428473
#> [79,] -0.21961361 -0.21961351 -0.21961335
#> [80,] -0.44288627 -0.44288588 -0.44288526
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> [1,] -0.85042758 -0.85042456 -0.85041975
#> [2,] -0.67416872 -0.67416745 -0.67416544
#> [3,] -0.15375763 -0.15375803 -0.15375866
#> [4,] -0.32658104 -0.32658120 -0.32658144
#> [5,] -0.45448115 -0.45448070 -0.45447998
#> [6,] 0.02823764 0.02823757 0.02823746
#> [7,] -0.60648595 -0.60648497 -0.60648340
#> [8,] -0.49936686 -0.49936626 -0.49936532
#> [9,] -0.09718102 -0.09718177 -0.09718296
#> [10,] -0.30501480 -0.30501377 -0.30501214
#> [11,] -0.23923191 -0.23923142 -0.23923064
#> [12,] 0.30714080 0.30713913 0.30713646
#> [13,] -0.03755576 -0.03755675 -0.03755834
#> [14,] -0.61708366 -0.61708362 -0.61708357
#> [15,] -0.09277100 -0.09277123 -0.09277160
#> [16,] 0.02668086 0.02668018 0.02667909
#> [17,] -0.58780972 -0.58780763 -0.58780429
#> [18,] 0.43073357 0.43073124 0.43072752
#> [19,] -0.47177373 -0.47177354 -0.47177324
#> [20,] -0.62315061 -0.62314837 -0.62314482
#> [21,] 0.42801302 0.42801100 0.42800777
#> [22,] 0.13327189 0.13327105 0.13326971
#> [23,] -0.86896441 -0.86896217 -0.86895861
#> [24,] -0.80261508 -0.80261299 -0.80260965
#> [25,] -0.68336057 -0.68335927 -0.68335719
#> [26,] -0.97729201 -0.97728983 -0.97728636
#> [27,] -0.71500603 -0.71500349 -0.71499944
#> [28,] 0.38069128 0.38068891 0.38068514
#> [29,] -0.99748646 -0.99748251 -0.99747624
#> [30,] -0.22113983 -0.22113899 -0.22113763
#> [31,] 0.41895223 0.41895086 0.41894869
#> [32,] -0.14000765 -0.14000750 -0.14000728
#> [33,] 0.48261101 0.48260826 0.48260387
#> [34,] 0.35338341 0.35338168 0.35337892
#> [35,] -0.25117977 -0.25118024 -0.25118100
#> [36,] -0.84564651 -0.84564349 -0.84563869
#> [37,] -0.07632076 -0.07632084 -0.07632096
#> [38,] -0.91378809 -0.91378505 -0.91378022
#> [39,] 0.72559720 0.72559437 0.72558986
#> [40,] -0.30642099 -0.30642048 -0.30641966
#> [41,] 0.25756647 0.25756520 0.25756317
#> [42,] 0.08354698 0.08354566 0.08354356
#> [43,] -0.06817467 -0.06817502 -0.06817557
#> [44,] 0.34728797 0.34728566 0.34728199
#> [45,] 0.13453497 0.13453436 0.13453341
#> [46,] -0.68741576 -0.68741367 -0.68741034
#> [47,] -0.09715564 -0.09715634 -0.09715746
#> [48,] -0.43898131 -0.43897968 -0.43897708
#> [49,] -0.40768212 -0.40768155 -0.40768066
#> [50,] -0.20304857 -0.20304804 -0.20304720
#> [51,] -1.12196596 -1.12196365 -1.12195996
#> [52,] -0.71335477 -0.71335262 -0.71334921
#> [53,] 0.14361495 0.14361414 0.14361286
#> [54,] -0.28237184 -0.28237137 -0.28237062
#> [55,] 1.33946599 1.33946020 1.33945099
#> [56,] -0.11692725 -0.11692697 -0.11692652
#> [57,] 0.29018857 0.29018721 0.29018504
#> [58,] 0.56577896 0.56577605 0.56577143
#> [59,] -0.23337744 -0.23337641 -0.23337479
#> [60,] -0.96226971 -0.96226770 -0.96226451
#> [61,] -0.14070121 -0.14070112 -0.14070096
#> [62,] 0.70124287 0.70124076 0.70123741
#> [63,] -0.45981219 -0.45981079 -0.45980856
#> [64,] 1.14571939 1.14571416 1.14570584
#> [65,] 0.59236506 0.59236278 0.59235915
#> [66,] 0.52514725 0.52514549 0.52514267
#> [67,] -1.06770703 -1.06770423 -1.06769975
#> [68,] -0.67477713 -0.67477569 -0.67477340
#> [69,] 0.90086593 0.90086130 0.90085392
#> [70,] -0.38393362 -0.38393267 -0.38393114
#> [71,] 0.51928510 0.51928330 0.51928045
#> [72,] -0.31372401 -0.31372225 -0.31371944
#> [73,] 0.16556517 0.16556526 0.16556541
#> [74,] -0.66184371 -0.66184254 -0.66184068
#> [75,] 0.76871124 0.76870841 0.76870389
#> [76,] -0.11830948 -0.11830959 -0.11830977
#> [77,] -1.07745598 -1.07745328 -1.07744898
#> [78,] 0.61428362 0.61428185 0.61427904
#> [79,] -0.21961310 -0.21961271 -0.21961207
#> [80,] -0.44288427 -0.44288270 -0.44288019
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> [1,] -0.85041211 -0.85039993 -0.85038053
#> [2,] -0.67416224 -0.67415713 -0.67414901
#> [3,] -0.15375967 -0.15376127 -0.15376382
#> [4,] -0.32658183 -0.32658245 -0.32658344
#> [5,] -0.45447884 -0.45447701 -0.45447411
#> [6,] 0.02823728 0.02823699 0.02823654
#> [7,] -0.60648092 -0.60647695 -0.60647065
#> [8,] -0.49936380 -0.49936140 -0.49935756
#> [9,] -0.09718486 -0.09718789 -0.09719271
#> [10,] -0.30500953 -0.30500539 -0.30499879
#> [11,] -0.23922939 -0.23922741 -0.23922426
#> [12,] 0.30713222 0.30712546 0.30711470
#> [13,] -0.03756086 -0.03756488 -0.03757127
#> [14,] -0.61708348 -0.61708334 -0.61708311
#> [15,] -0.09277219 -0.09277312 -0.09277460
#> [16,] 0.02667735 0.02667459 0.02667018
#> [17,] -0.58779898 -0.58779052 -0.58777705
#> [18,] 0.43072162 0.43071221 0.43069723
#> [19,] -0.47177275 -0.47177198 -0.47177075
#> [20,] -0.62313916 -0.62313014 -0.62311579
#> [21,] 0.42800264 0.42799446 0.42798144
#> [22,] 0.13326758 0.13326418 0.13325877
#> [23,] -0.86895293 -0.86894390 -0.86892952
#> [24,] -0.80260434 -0.80259588 -0.80258241
#> [25,] -0.68335389 -0.68334864 -0.68334027
#> [26,] -0.97728083 -0.97727203 -0.97725801
#> [27,] -0.71499299 -0.71498271 -0.71496636
#> [28,] 0.38067913 0.38066957 0.38065435
#> [29,] -0.99746624 -0.99745033 -0.99742499
#> [30,] -0.22113548 -0.22113206 -0.22112661
#> [31,] 0.41894524 0.41893974 0.41893098
#> [32,] -0.14000691 -0.14000633 -0.14000540
#> [33,] 0.48259689 0.48258577 0.48256807
#> [34,] 0.35337454 0.35336755 0.35335642
#> [35,] -0.25118220 -0.25118412 -0.25118718
#> [36,] -0.84563104 -0.84561887 -0.84559948
#> [37,] -0.07632117 -0.07632149 -0.07632200
#> [38,] -0.91377253 -0.91376029 -0.91374079
#> [39,] 0.72558268 0.72557125 0.72555304
#> [40,] -0.30641837 -0.30641630 -0.30641301
#> [41,] 0.25755993 0.25755478 0.25754657
#> [42,] 0.08354022 0.08353489 0.08352642
#> [43,] -0.06817646 -0.06817787 -0.06818012
#> [44,] 0.34727614 0.34726683 0.34725201
#> [45,] 0.13453188 0.13452945 0.13452557
#> [46,] -0.68740503 -0.68739658 -0.68738313
#> [47,] -0.09715924 -0.09716207 -0.09716657
#> [48,] -0.43897294 -0.43896635 -0.43895587
#> [49,] -0.40767924 -0.40767697 -0.40767335
#> [50,] -0.20304585 -0.20304370 -0.20304028
#> [51,] -1.12195409 -1.12194474 -1.12192986
#> [52,] -0.71334378 -0.71333514 -0.71332137
#> [53,] 0.14361082 0.14360756 0.14360239
#> [54,] -0.28236942 -0.28236751 -0.28236447
#> [55,] 1.33943632 1.33941297 1.33937578
#> [56,] -0.11692581 -0.11692467 -0.11692286
#> [57,] 0.29018158 0.29017608 0.29016732
#> [58,] 0.56576406 0.56575233 0.56573365
#> [59,] -0.23337219 -0.23336807 -0.23336149
#> [60,] -0.96225942 -0.96225132 -0.96223843
#> [61,] -0.14070070 -0.14070030 -0.14069966
#> [62,] 0.70123207 0.70122357 0.70121004
#> [63,] -0.45980501 -0.45979936 -0.45979036
#> [64,] 1.14569258 1.14567147 1.14563787
#> [65,] 0.59235338 0.59234419 0.59232955
#> [66,] 0.52513819 0.52513106 0.52511971
#> [67,] -1.06769264 -1.06768130 -1.06766325
#> [68,] -0.67476976 -0.67476395 -0.67475471
#> [69,] 0.90084218 0.90082348 0.90079372
#> [70,] -0.38392871 -0.38392484 -0.38391868
#> [71,] 0.51927590 0.51926865 0.51925712
#> [72,] -0.31371497 -0.31370786 -0.31369653
#> [73,] 0.16556565 0.16556604 0.16556664
#> [74,] -0.66183773 -0.66183302 -0.66182553
#> [75,] 0.76869669 0.76868524 0.76866700
#> [76,] -0.11831006 -0.11831051 -0.11831124
#> [77,] -1.07744213 -1.07743123 -1.07741386
#> [78,] 0.61427455 0.61426741 0.61425603
#> [79,] -0.21961107 -0.21960946 -0.21960691
#> [80,] -0.44287620 -0.44286985 -0.44285973
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> [1,] -0.85034966 -0.85030050 -0.85022224
#> [2,] -0.67413607 -0.67411547 -0.67408268
#> [3,] -0.15376788 -0.15377434 -0.15378464
#> [4,] -0.32658502 -0.32658753 -0.32659151
#> [5,] -0.45446949 -0.45446214 -0.45445042
#> [6,] 0.02823582 0.02823466 0.02823282
#> [7,] -0.60646060 -0.60644461 -0.60641915
#> [8,] -0.49935146 -0.49934174 -0.49932627
#> [9,] -0.09720038 -0.09721260 -0.09723204
#> [10,] -0.30498828 -0.30497155 -0.30494492
#> [11,] -0.23921925 -0.23921126 -0.23919855
#> [12,] 0.30709757 0.30707030 0.30702689
#> [13,] -0.03758145 -0.03759766 -0.03762346
#> [14,] -0.61708275 -0.61708218 -0.61708125
#> [15,] -0.09277696 -0.09278071 -0.09278669
#> [16,] 0.02666317 0.02665201 0.02663425
#> [17,] -0.58775562 -0.58772148 -0.58766714
#> [18,] 0.43067338 0.43063541 0.43057496
#> [19,] -0.47176879 -0.47176567 -0.47176069
#> [20,] -0.62309294 -0.62305656 -0.62299864
#> [21,] 0.42796072 0.42792772 0.42787518
#> [22,] 0.13325016 0.13323645 0.13321462
#> [23,] -0.86890663 -0.86887017 -0.86881213
#> [24,] -0.80256097 -0.80252682 -0.80247246
#> [25,] -0.68332695 -0.68330574 -0.68327197
#> [26,] -0.97723570 -0.97720017 -0.97714360
#> [27,] -0.71494033 -0.71489887 -0.71483288
#> [28,] 0.38063011 0.38059152 0.38053008
#> [29,] -0.99738464 -0.99732041 -0.99721815
#> [30,] -0.22111792 -0.22110410 -0.22108210
#> [31,] 0.41891703 0.41889482 0.41885946
#> [32,] -0.14000393 -0.14000159 -0.13999786
#> [33,] 0.48253988 0.48249500 0.48242355
#> [34,] 0.35333871 0.35331050 0.35326560
#> [35,] -0.25119205 -0.25119979 -0.25121212
#> [36,] -0.84556861 -0.84551946 -0.84544122
#> [37,] -0.07632282 -0.07632413 -0.07632621
#> [38,] -0.91370974 -0.91366032 -0.91358163
#> [39,] 0.72552406 0.72547792 0.72540445
#> [40,] -0.30640777 -0.30639944 -0.30638616
#> [41,] 0.25753351 0.25751271 0.25747959
#> [42,] 0.08351292 0.08349143 0.08345722
#> [43,] -0.06818369 -0.06818939 -0.06819845
#> [44,] 0.34722841 0.34719083 0.34713101
#> [45,] 0.13451941 0.13450959 0.13449396
#> [46,] -0.68736172 -0.68732763 -0.68727335
#> [47,] -0.09717375 -0.09718517 -0.09720335
#> [48,] -0.43893917 -0.43891259 -0.43887027
#> [49,] -0.40766760 -0.40765844 -0.40764386
#> [50,] -0.20303483 -0.20302616 -0.20301236
#> [51,] -1.12190617 -1.12186844 -1.12180837
#> [52,] -0.71329946 -0.71326456 -0.71320901
#> [53,] 0.14359414 0.14358102 0.14356012
#> [54,] -0.28235963 -0.28235193 -0.28233966
#> [55,] 1.33931657 1.33922230 1.33907223
#> [56,] -0.11691997 -0.11691538 -0.11690807
#> [57,] 0.29015337 0.29013117 0.29009581
#> [58,] 0.56570391 0.56565656 0.56558117
#> [59,] -0.23335103 -0.23333438 -0.23330786
#> [60,] -0.96221790 -0.96218521 -0.96213317
#> [61,] -0.14069864 -0.14069702 -0.14069444
#> [62,] 0.70118850 0.70115419 0.70109958
#> [63,] -0.45977603 -0.45975322 -0.45971690
#> [64,] 1.14558436 1.14549918 1.14536356
#> [65,] 0.59230624 0.59226914 0.59221006
#> [66,] 0.52510163 0.52507285 0.52502703
#> [67,] -1.06763451 -1.06758876 -1.06751592
#> [68,] -0.67473999 -0.67471656 -0.67467925
#> [69,] 0.90074632 0.90067086 0.90055074
#> [70,] -0.38390887 -0.38389325 -0.38386839
#> [71,] 0.51923875 0.51920951 0.51916296
#> [72,] -0.31367850 -0.31364979 -0.31360409
#> [73,] 0.16556761 0.16556915 0.16557159
#> [74,] -0.66181359 -0.66179459 -0.66176433
#> [75,] 0.76863796 0.76859172 0.76851811
#> [76,] -0.11831240 -0.11831424 -0.11831717
#> [77,] -1.07738621 -1.07734220 -1.07727212
#> [78,] 0.61423793 0.61420910 0.61416319
#> [79,] -0.21960285 -0.21959638 -0.21958608
#> [80,] -0.44284363 -0.44281799 -0.44277717
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> [1,] -0.85009767 -0.84989941 -0.84958398
#> [2,] -0.67403046 -0.67394733 -0.67381500
#> [3,] -0.15380102 -0.15382708 -0.15386854
#> [4,] -0.32659786 -0.32660793 -0.32662392
#> [5,] -0.45443177 -0.45440205 -0.45435474
#> [6,] 0.02822989 0.02822521 0.02821772
#> [7,] -0.60637862 -0.60631408 -0.60621135
#> [8,] -0.49930163 -0.49926239 -0.49919990
#> [9,] -0.09726299 -0.09731223 -0.09739055
#> [10,] -0.30490253 -0.30483506 -0.30472774
#> [11,] -0.23917832 -0.23914612 -0.23909490
#> [12,] 0.30695777 0.30684776 0.30667272
#> [13,] -0.03766452 -0.03772986 -0.03783376
#> [14,] -0.61707976 -0.61707734 -0.61707337
#> [15,] -0.09279620 -0.09281132 -0.09283536
#> [16,] 0.02660597 0.02656096 0.02648936
#> [17,] -0.58758065 -0.58744302 -0.58722405
#> [18,] 0.43047874 0.43032559 0.43008190
#> [19,] -0.47175277 -0.47174013 -0.47171995
#> [20,] -0.62290646 -0.62275976 -0.62252637
#> [21,] 0.42779154 0.42765842 0.42744659
#> [22,] 0.13317987 0.13312456 0.13303652
#> [23,] -0.86871974 -0.86857268 -0.86833866
#> [24,] -0.80238593 -0.80224818 -0.80202897
#> [25,] -0.68321820 -0.68313260 -0.68299634
#> [26,] -0.97705355 -0.97691019 -0.97668203
#> [27,] -0.71472784 -0.71456068 -0.71429471
#> [28,] 0.38043229 0.38027665 0.38002902
#> [29,] -0.99705538 -0.99679634 -0.99638422
#> [30,] -0.22104709 -0.22099138 -0.22090279
#> [31,] 0.41880316 0.41871354 0.41857089
#> [32,] -0.13999193 -0.13998249 -0.13996749
#> [33,] 0.48230982 0.48212882 0.48184085
#> [34,] 0.35319412 0.35308036 0.35289936
#> [35,] -0.25123173 -0.25126291 -0.25131246
#> [36,] -0.84531668 -0.84511848 -0.84480312
#> [37,] -0.07632952 -0.07633480 -0.07634322
#> [38,] -0.91345639 -0.91325706 -0.91293992
#> [39,] 0.72528751 0.72510136 0.72480516
#> [40,] -0.30636504 -0.30633142 -0.30627792
#> [41,] 0.25742689 0.25734300 0.25720952
#> [42,] 0.08340278 0.08331614 0.08317831
#> [43,] -0.06821287 -0.06823583 -0.06827234
#> [44,] 0.34703580 0.34688427 0.34664322
#> [45,] 0.13446907 0.13442944 0.13436635
#> [46,] -0.68718696 -0.68704946 -0.68683070
#> [47,] -0.09723228 -0.09727833 -0.09735156
#> [48,] -0.43880291 -0.43869571 -0.43852519
#> [49,] -0.40762065 -0.40758368 -0.40752483
#> [50,] -0.20299040 -0.20295546 -0.20289990
#> [51,] -1.12171274 -1.12156050 -1.12131817
#> [52,] -0.71312058 -0.71297983 -0.71275586
#> [53,] 0.14352685 0.14347390 0.14338962
#> [54,] -0.28232014 -0.28228906 -0.28223960
#> [55,] 1.33883333 1.33845311 1.33784813
#> [56,] -0.11689644 -0.11687795 -0.11684857
#> [57,] 0.29003953 0.28994993 0.28980732
#> [58,] 0.56546118 0.56527020 0.56496633
#> [59,] -0.23326567 -0.23319855 -0.23309182
#> [60,] -0.96205032 -0.96191843 -0.96170850
#> [61,] -0.14069033 -0.14068380 -0.14067340
#> [62,] 0.70101263 0.70087421 0.70065388
#> [63,] -0.45965909 -0.45956710 -0.45942075
#> [64,] 1.14514768 1.14480408 1.14425738
#> [65,] 0.59211601 0.59196632 0.59172809
#> [66,] 0.52495408 0.52483795 0.52465313
#> [67,] -1.06739996 -1.06721539 -1.06692167
#> [68,] -0.67461985 -0.67452531 -0.67437485
#> [69,] 0.90035952 0.90005521 0.89957103
#> [70,] -0.38382881 -0.38376582 -0.38366559
#> [71,] 0.51908885 0.51897088 0.51878312
#> [72,] -0.31353136 -0.31341565 -0.31323162
#> [73,] 0.16557547 0.16558161 0.16559130
#> [74,] -0.66171617 -0.66163949 -0.66151744
#> [75,] 0.76840092 0.76821439 0.76791752
#> [76,] -0.11832183 -0.11832926 -0.11834109
#> [77,] -1.07716056 -1.07698298 -1.07670039
#> [78,] 0.61409011 0.61397376 0.61378856
#> [79,] -0.21956969 -0.21954360 -0.21950209
#> [80,] -0.44271220 -0.44260880 -0.44244430
#> 0.123284673944206 0.196304065004027 0.312571584968824 0.497702356433211
#> [1,] -0.84908236 -0.84828525 -0.84702005 -0.84501566
#> [2,] -0.67360437 -0.67326919 -0.67273601 -0.67188836
#> [3,] -0.15393444 -0.15403910 -0.15420503 -0.15446745
#> [4,] -0.32664923 -0.32668916 -0.32675182 -0.32684926
#> [5,] -0.45427936 -0.45415926 -0.45396784 -0.45366257
#> [6,] 0.02820571 0.02818639 0.02815512 0.02810404
#> [7,] -0.60604783 -0.60578762 -0.60537370 -0.60471564
#> [8,] -0.49910036 -0.49894180 -0.49868915 -0.49828640
#> [9,] -0.09751503 -0.09771268 -0.09802594 -0.09852115
#> [10,] -0.30455710 -0.30428601 -0.30385593 -0.30317505
#> [11,] -0.23901346 -0.23888408 -0.23867884 -0.23835395
#> [12,] 0.30639428 0.30595165 0.30524869 0.30413400
#> [13,] -0.03799889 -0.03826103 -0.03867642 -0.03933280
#> [14,] -0.61706674 -0.61705542 -0.61703549 -0.61699895
#> [15,] -0.09287353 -0.09293404 -0.09302970 -0.09318032
#> [16,] 0.02637547 0.02619448 0.02590718 0.02545191
#> [17,] -0.58687588 -0.58632275 -0.58544515 -0.58405568
#> [18,] 0.42969429 0.42907818 0.42809986 0.42654888
#> [19,] -0.47168769 -0.47163600 -0.47155287 -0.47141845
#> [20,] -0.62215526 -0.62156565 -0.62063011 -0.61914871
#> [21,] 0.42710961 0.42657388 0.42572292 0.42437322
#> [22,] 0.13289645 0.13267368 0.13231965 0.13175764
#> [23,] -0.86796636 -0.86737441 -0.86643403 -0.86494216
#> [24,] -0.80168021 -0.80112563 -0.80024445 -0.79884612
#> [25,] -0.68277948 -0.68243443 -0.68188567 -0.68101356
#> [26,] -0.97631899 -0.97574157 -0.97482377 -0.97336647
#> [27,] -0.71387176 -0.71319969 -0.71213304 -0.71044338
#> [28,] 0.37963519 0.37900932 0.37801580 0.37644152
#> [29,] -0.99572888 -0.99468758 -0.99303506 -0.99041774
#> [30,] -0.22076203 -0.22053862 -0.22018472 -0.21962583
#> [31,] 0.41834387 0.41798269 0.41740837 0.41649586
#> [32,] -0.13994369 -0.13990598 -0.13984640 -0.13975274
#> [33,] 0.48138291 0.48065519 0.47950017 0.47767039
#> [34,] 0.35261148 0.35215392 0.35142747 0.35027606
#> [35,] -0.25139110 -0.25151564 -0.25171228 -0.25202119
#> [36,] -0.84430162 -0.84350465 -0.84223963 -0.84023538
#> [37,] -0.07635669 -0.07637823 -0.07641282 -0.07646861
#> [38,] -0.91243558 -0.91163414 -0.91036207 -0.90834676
#> [39,] 0.72433399 0.72358492 0.72239518 0.72050828
#> [40,] -0.30619286 -0.30605769 -0.30584316 -0.30550333
#> [41,] 0.25699725 0.25665988 0.25612429 0.25527552
#> [42,] 0.08295920 0.08261115 0.08205912 0.08118555
#> [43,] -0.06833039 -0.06842261 -0.06856887 -0.06880033
#> [44,] 0.34625992 0.34565096 0.34468473 0.34315483
#> [45,] 0.13426590 0.13410600 0.13385149 0.13344650
#> [46,] -0.68648279 -0.68592993 -0.68505239 -0.68366206
#> [47,] -0.09746796 -0.09765280 -0.09794583 -0.09840916
#> [48,] -0.43825408 -0.43782341 -0.43714025 -0.43605895
#> [49,] -0.40743114 -0.40728202 -0.40704471 -0.40666719
#> [50,] -0.20281162 -0.20267153 -0.20244967 -0.20209941
#> [51,] -1.12093253 -1.12031902 -1.11934350 -1.11779363
#> [52,] -0.71239962 -0.71183334 -0.71093408 -0.70950829
#> [53,] 0.14325553 0.14304229 0.14270342 0.14216553
#> [54,] -0.28216091 -0.28203580 -0.28183703 -0.28152168
#> [55,] 1.33688591 1.33535654 1.33292829 1.32907934
#> [56,] -0.11680192 -0.11672802 -0.11661128 -0.11642774
#> [57,] 0.28958041 0.28921950 0.28864582 0.28773489
#> [58,] 0.56448306 0.56371500 0.56249564 0.56056324
#> [59,] -0.23292223 -0.23265313 -0.23222698 -0.23155430
#> [60,] -0.96137446 -0.96084311 -0.95999843 -0.95865692
#> [61,] -0.14065686 -0.14063058 -0.14058889 -0.14052288
#> [62,] 0.70030327 0.69974551 0.69885871 0.69745000
#> [63,] -0.45918806 -0.45881840 -0.45823192 -0.45730346
#> [64,] 1.14338785 1.14200581 1.13981151 1.13633342
#> [65,] 0.59134909 0.59074645 0.58978900 0.58826980
#> [66,] 0.52435906 0.52389136 0.52314801 0.52196785
#> [67,] -1.06645441 -1.06571148 -1.06453128 -1.06265899
#> [68,] -0.67413547 -0.67375479 -0.67314985 -0.67218971
#> [69,] 0.89880107 0.89757752 0.89563549 0.89255888
#> [70,] -0.38350616 -0.38325272 -0.38285026 -0.38221216
#> [71,] 0.51848438 0.51800926 0.51725416 0.51605542
#> [72,] -0.31293917 -0.31247495 -0.31173942 -0.31057740
#> [73,] 0.16560651 0.16563017 0.16566644 0.16572065
#> [74,] -0.66132321 -0.66101422 -0.66052293 -0.65974242
#> [75,] 0.76744521 0.76669412 0.76550062 0.76360643
#> [76,] -0.11835991 -0.11838985 -0.11843747 -0.11851316
#> [77,] -1.07625081 -1.07553596 -1.07440021 -1.07259812
#> [78,] 0.61349380 0.61302482 0.61227896 0.61109364
#> [79,] -0.21943608 -0.21933119 -0.21916472 -0.21890100
#> [80,] -0.44218272 -0.44176713 -0.44110765 -0.44006330
#> 0.792482898353919 1.26185688306602 2.00923300256505 3.19926713779738
#> [1,] -0.84184964 -0.83687206 -0.82910351 -0.81711621
#> [2,] -0.67054207 -0.66840712 -0.66503016 -0.65971146
#> [3,] -0.15488081 -0.15552782 -0.15653044 -0.15805976
#> [4,] -0.32699862 -0.32722208 -0.32754284 -0.32796983
#> [5,] -0.45317535 -0.45239682 -0.45115102 -0.44915459
#> [6,] 0.02801950 0.02787701 0.02763109 0.02719464
#> [7,] -0.60367043 -0.60201281 -0.59939042 -0.59525849
#> [8,] -0.49764403 -0.49661871 -0.49498069 -0.49236220
#> [9,] -0.09930062 -0.10051932 -0.10240473 -0.10527392
#> [10,] -0.30210081 -0.30041499 -0.29779168 -0.29376308
#> [11,] -0.23784144 -0.23703733 -0.23578650 -0.23386654
#> [12,] 0.30237069 0.29959202 0.29523954 0.28848549
#> [13,] -0.04036532 -0.04197808 -0.04446937 -0.04825205
#> [14,] -0.61692882 -0.61678771 -0.61649173 -0.61585234
#> [15,] -0.09341591 -0.09378059 -0.09433598 -0.09516080
#> [16,] 0.02473253 0.02360088 0.02183297 0.01910053
#> [17,] -0.58186307 -0.57842120 -0.57306239 -0.56482449
#> [18,] 0.42409636 0.42023395 0.41418975 0.40482483
#> [19,] -0.47119929 -0.47083773 -0.47023156 -0.46919474
#> [20,] -0.61681060 -0.61313919 -0.60742014 -0.59862134
#> [21,] 0.42223732 0.41886949 0.41358924 0.40538381
#> [22,] 0.13086707 0.12945986 0.12724629 0.12378890
#> [23,] -0.86258044 -0.85885438 -0.85300713 -0.84390730
#> [24,] -0.79663151 -0.79313523 -0.78764302 -0.77908305
#> [25,] -0.67962914 -0.67743554 -0.67397019 -0.66852265
#> [26,] -0.97105637 -0.96740401 -0.96165350 -0.95265880
#> [27,] -0.70777493 -0.70358080 -0.69703783 -0.68694869
#> [28,] 0.37395411 0.37004160 0.36393083 0.35449107
#> [29,] -0.98628516 -0.97979204 -0.96966806 -0.95406992
#> [30,] -0.21874748 -0.21737752 -0.21526627 -0.21207279
#> [31,] 0.41504785 0.41275482 0.40913546 0.40345254
#> [32,] -0.13960659 -0.13938125 -0.13904044 -0.13854061
#> [33,] 0.47478026 0.47023671 0.46314614 0.45220611
#> [34,] 0.34845601 0.34559115 0.34111143 0.33417770
#> [35,] -0.25250260 -0.25324327 -0.25435957 -0.25598689
#> [36,] -0.83706919 -0.83209047 -0.82431799 -0.81231962
#> [37,] -0.07655919 -0.07670770 -0.07695440 -0.07737080
#> [38,] -0.90516341 -0.90015837 -0.89234622 -0.88028925
#> [39,] 0.71752268 0.71281591 0.70543832 0.69397724
#> [40,] -0.30496664 -0.30412308 -0.30280693 -0.30077673
#> [41,] 0.25393414 0.25182341 0.24852433 0.24342077
#> [42,] 0.07980813 0.07764860 0.07429291 0.06914995
#> [43,] -0.06916532 -0.06973766 -0.07062736 -0.07199210
#> [44,] 0.34074033 0.33694938 0.33104518 0.32196388
#> [45,] 0.13280233 0.13177847 0.13015327 0.12757985
#> [46,] -0.68146573 -0.67801209 -0.67262036 -0.66429629
#> [47,] -0.09913878 -0.10028031 -0.10204818 -0.10474279
#> [48,] -0.43435346 -0.43167830 -0.42751830 -0.42113557
#> [49,] -0.40606699 -0.40511372 -0.40360240 -0.40121401
#> [50,] -0.20154923 -0.20069182 -0.19937209 -0.19737958
#> [51,] -1.11533450 -1.11144088 -1.10529658 -1.09565248
#> [52,] -0.70725331 -0.70370101 -0.69813965 -0.68951699
#> [53,] 0.14131331 0.13996701 0.13784997 0.13454487
#> [54,] -0.28102240 -0.28023460 -0.27899818 -0.27707399
#> [55,] 1.32299468 1.31341593 1.29843546 1.27524529
#> [56,] -0.11614134 -0.11569978 -0.11503194 -0.11405255
#> [57,] 0.28629083 0.28400765 0.28041286 0.27479096
#> [58,] 0.55750926 0.55270378 0.54519386 0.53358175
#> [59,] -0.23049787 -0.22885207 -0.22632034 -0.22250197
#> [60,] -0.95652961 -0.95316438 -0.94786122 -0.93955474
#> [61,] -0.14041869 -0.14025514 -0.14000055 -0.13960963
#> [62,] 0.69521531 0.69167822 0.68609945 0.67734997
#> [63,] -0.45583853 -0.45353941 -0.44996094 -0.44446242
#> [64,] 1.13083516 1.12217993 1.10864487 1.08769567
#> [65,] 0.58586425 0.58206764 0.57610633 0.56682134
#> [66,] 0.52009742 0.51714106 0.51248833 0.50521513
#> [67,] -1.05969516 -1.05501945 -1.04768257 -1.03626583
#> [68,] -0.67066866 -0.66826617 -0.66448916 -0.65859441
#> [69,] 0.88769926 0.88005920 0.86813567 0.84973796
#> [70,] -0.38120298 -0.37961323 -0.37712460 -0.37326694
#> [71,] 0.51415572 0.51115359 0.50643002 0.49904896
#> [72,] -0.30875003 -0.30589715 -0.30149372 -0.29481662
#> [73,] 0.16579818 0.16589989 0.16600898 0.16605716
#> [74,] -0.65850411 -0.65654369 -0.65345062 -0.64859689
#> [75,] 0.76060595 0.75586751 0.74842043 0.73680471
#> [76,] -0.11863330 -0.11882365 -0.11912431 -0.11959678
#> [77,] -1.06974462 -1.06524096 -1.05816910 -1.04715268
#> [78,] 0.60921207 0.60623076 0.60152098 0.59411621
#> [79,] -0.21848449 -0.21782980 -0.21680841 -0.21523349
#> [80,] -0.43841477 -0.43582563 -0.43179133 -0.42558226
#> 5.09413801481639 8.11130830789686 12.9154966501488 20.5651230834865
#> [1,] -0.79893850 -0.77208393 -7.338881e-01 -0.68235681
#> [2,] -0.65139481 -0.63854922 -6.191162e-01 -0.59070361
#> [3,] -0.16033540 -0.16359354 -1.679890e-01 -0.17340138
#> [4,] -0.32845649 -0.32880878 -3.285190e-01 -0.32655295
#> [5,] -0.44595347 -0.44083387 -4.327268e-01 -0.42018887
#> [6,] 0.02639864 0.02491880 2.216425e-02 0.01716655
#> [7,] -0.58879149 -0.57878220 -5.635754e-01 -0.54116108
#> [8,] -0.48817897 -0.48152379 -4.710628e-01 -0.45505020
#> [9,] -0.10953068 -0.11560751 -1.238015e-01 -0.13398029
#> [10,] -0.28770157 -0.27886086 -2.665504e-01 -0.25051298
#> [11,] -0.23097953 -0.22677150 -2.209131e-01 -0.21326974
#> [12,] 0.27815492 0.26269534 2.402936e-01 0.20928631
#> [13,] -0.05384596 -0.06179747 -7.246899e-02 -0.08569335
#> [14,] -0.61445455 -0.61142743 -6.050913e-01 -0.59262124
#> [15,] -0.09633969 -0.09793216 -9.992157e-02 -0.10218409
#> [16,] 0.01494546 0.00877733 -6.937574e-05 -0.01217532
#> [17,] -0.55240436 -0.53421447 -5.086685e-01 -0.47480514
#> [18,] 0.39053531 0.36923181 3.385418e-01 0.29643622
#> [19,] -0.46738295 -0.46416269 -4.584189e-01 -0.44838220
#> [20,] -0.58533798 -0.56584186 -5.383662e-01 -0.50174962
#> [21,] 0.39280663 0.37392734 3.464551e-01 0.30822318
#> [22,] 0.11844856 0.11034094 9.835216e-02 0.08130433
#> [23,] -0.82992671 -0.80886334 -7.780359e-01 -0.73475657
#> [24,] -0.76590468 -0.74599733 -7.167770e-01 -0.67566203
#> [25,] -0.66002807 -0.64695774 -6.272814e-01 -0.59867258
#> [26,] -0.93873401 -0.91751963 -8.859821e-01 -0.84077887
#> [27,] -0.67166635 -0.64912908 -6.171635e-01 -0.57422633
#> [28,] 0.34015286 0.31892111 2.886305e-01 0.24762206
#> [29,] -0.93047189 -0.89573264 -8.465794e-01 -0.78075939
#> [30,] -0.20737935 -0.20077552 -1.920631e-01 -0.18157955
#> [31,] 0.39460427 0.38101186 3.605726e-01 0.33083753
#> [32,] -0.13784324 -0.13694726 -1.359503e-01 -0.13512376
#> [33,] 0.43561814 0.41111278 3.762510e-01 0.32918342
#> [34,] 0.32361086 0.30787346 2.851948e-01 0.25395124
#> [35,] -0.25823302 -0.26105887 -2.640553e-01 -0.26616702
#> [36,] -0.79411411 -0.76719616 -7.288707e-01 -0.67710934
#> [37,] -0.07808511 -0.07932358 -8.146203e-02 -0.08504700
#> [38,] -0.86199801 -0.83495034 -7.964020e-01 -0.74417718
#> [39,] 0.67641481 0.65005157 6.116513e-01 0.55804103
#> [40,] -0.29769849 -0.29314761 -2.866542e-01 -0.27781404
#> [41,] 0.23564694 0.22406946 2.073604e-01 0.18422512
#> [42,] 0.06143188 0.05020649 3.459911e-02 0.01419720
#> [43,] -0.07404423 -0.07704234 -8.125235e-02 -0.08687148
#> [44,] 0.30825923 0.28815488 2.598378e-01 0.22211024
#> [45,] 0.12352375 0.11718687 1.074490e-01 0.09292006
#> [46,] -0.65166175 -0.63296409 -6.062843e-01 -0.57007521
#> [47,] -0.10874999 -0.11448978 -1.222643e-01 -0.13197590
#> [48,] -0.41154164 -0.39755782 -3.780656e-01 -0.35253013
#> [49,] -0.39746174 -0.39163030 -3.827430e-01 -0.36964424
#> [50,] -0.19445905 -0.19036449 -1.849849e-01 -0.17853162
#> [51,] -1.08064405 -1.05760366 -1.022985e+00 -0.97267158
#> [52,] -0.67634649 -0.65668115 -6.282883e-01 -0.58921381
#> [53,] 0.12944247 0.12169936 1.102467e-01 0.09392656
#> [54,] -0.27411912 -0.26967472 -2.631992e-01 -0.25419955
#> [55,] 1.23990451 1.18730072 1.111650e+00 1.00798737
#> [56,] -0.11268617 -0.11093104 -1.089799e-01 -0.10737044
#> [57,] 0.26609286 0.25286325 2.332732e-01 0.20542471
#> [58,] 0.51591742 0.48969797 4.521498e-01 0.40101050
#> [59,] -0.21691594 -0.20911334 -1.989369e-01 -0.18690964
#> [60,] -0.92666763 -0.90696945 -8.775423e-01 -0.83506823
#> [61,] -0.13902246 -0.13817153 -1.370088e-01 -0.13556931
#> [62,] 0.66375012 0.64290868 6.116706e-01 0.56641264
#> [63,] -0.43617759 -0.42405306 -4.070356e-01 -0.38447124
#> [64,] 1.05578080 1.00830960 9.401375e-01 0.84698021
#> [65,] 0.55253960 0.53098915 4.993892e-01 0.45493257
#> [66,] 0.49396427 0.47683887 4.513980e-01 0.41492952
#> [67,] -1.01872797 -0.99230757 -9.536357e-01 -0.89930965
#> [68,] -0.64949770 -0.63569867 -6.152958e-01 -0.58622944
#> [69,] 0.82184176 0.78063558 7.220416e-01 0.64302475
#> [70,] -0.36737785 -0.35859597 -3.459527e-01 -0.32865435
#> [71,] 0.48763822 0.47028558 4.445430e-01 0.40771700
#> [72,] -0.28496447 -0.27101431 -2.524226e-01 -0.22968437
#> [73,] 0.16584698 0.16489455 1.621669e-01 0.15578158
#> [74,] -0.64104549 -0.62945535 -6.120387e-01 -0.58669755
#> [75,] 0.71890009 0.69180133 6.519067e-01 0.59551713
#> [76,] -0.12033291 -0.12146335 -1.231579e-01 -0.12560012
#> [77,] -1.03020110 -1.00459819 -9.669804e-01 -0.91385034
#> [78,] 0.58256460 0.56477020 5.379123e-01 0.49865788
#> [79,] -0.21284865 -0.20933572 -2.043698e-01 -0.19775635
#> [80,] -0.41620517 -0.40244126 -3.830627e-01 -0.35733249
#> 32.7454916287773 52.1400828799967 83.0217568131974 132.194114846603
#> [1,] -0.617497952 -0.542520023 -0.46378611 -0.38895917
#> [2,] -0.551304578 -0.500648406 -0.44154908 -0.37985721
#> [3,] -0.179188461 -0.184096769 -0.18664443 -0.18595871
#> [4,] -0.321264414 -0.310785598 -0.29407615 -0.27204547
#> [5,] -0.401642740 -0.376069757 -0.34400905 -0.30810468
#> [6,] 0.008608096 -0.004785272 -0.02343152 -0.04614191
#> [7,] -0.509647853 -0.468280807 -0.41868523 -0.36527161
#> [8,] -0.431699982 -0.400123593 -0.36152439 -0.31957575
#> [9,] -0.145261344 -0.155972706 -0.16420185 -0.16875029
#> [10,] -0.231444371 -0.211289196 -0.19277600 -0.17818512
#> [11,] -0.204126390 -0.194297752 -0.18490913 -0.17689877
#> [12,] 0.168954646 0.120498845 0.06752205 0.01527115
#> [13,] -0.100466158 -0.115047256 -0.12766238 -0.13733284
#> [14,] -0.570207500 -0.534412758 -0.48467938 -0.42515195
#> [15,] -0.104577599 -0.107206996 -0.11062691 -0.11553026
#> [16,] -0.027763472 -0.046393848 -0.06681042 -0.08714455
#> [17,] -0.433143410 -0.386242272 -0.33828557 -0.29368692
#> [18,] 0.242369366 0.178551939 0.11033612 0.04479119
#> [19,] -0.431748392 -0.406508498 -0.37249009 -0.33249945
#> [20,] -0.456359019 -0.404798456 -0.35167220 -0.30217326
#> [21,] 0.258172157 0.197610323 0.13091441 0.06466728
#> [22,] 0.058375313 0.029751402 -0.00283670 -0.03628691
#> [23,] -0.677367317 -0.606697367 -0.52712692 -0.44605320
#> [24,] -0.621151352 -0.554348781 -0.47998093 -0.40556619
#> [25,] -0.559206542 -0.508623153 -0.44957189 -0.38760767
#> [26,] -0.779285024 -0.701323910 -0.61083690 -0.51591523
#> [27,] -0.520543046 -0.459076029 -0.39533945 -0.33565313
#> [28,] 0.195855681 0.135984601 0.07340585 0.01464164
#> [29,] -0.698770609 -0.605290120 -0.50883461 -0.41906621
#> [30,] -0.170464912 -0.160503241 -0.15335195 -0.14965084
#> [31,] 0.289656474 0.236413099 0.17339782 0.10612250
#> [32,] -0.134928704 -0.135858708 -0.13811358 -0.14137336
#> [33,] 0.269846771 0.201065083 0.12857593 0.05942348
#> [34,] 0.213336364 0.164135828 0.10918112 0.05302975
#> [35,] -0.265618074 -0.260451690 -0.24972518 -0.23447400
#> [36,] -0.611916916 -0.536586945 -0.45767648 -0.38305749
#> [37,] -0.090687527 -0.098719097 -0.10875759 -0.11958829
#> [38,] -0.677910907 -0.600205878 -0.51677461 -0.43506413
#> [39,] 0.487344197 0.400639891 0.30314364 0.20362615
#> [40,] -0.266450961 -0.252762770 -0.23738528 -0.22136804
#> [41,] 0.153807522 0.116210832 0.07299125 0.02732102
#> [42,] -0.010444512 -0.037552086 -0.06451296 -0.08879280
#> [43,] -0.093936968 -0.102264374 -0.11143041 -0.12078852
#> [44,] 0.175301122 0.121918780 0.06636364 0.01361431
#> [45,] 0.072274500 0.044994651 0.01225910 -0.02283528
#> [46,] -0.524017722 -0.469838251 -0.41144890 -0.35403677
#> [47,] -0.142806947 -0.153162217 -0.16119937 -0.16577519
#> [48,] -0.321692295 -0.287972913 -0.25499264 -0.22620684
#> [49,] -0.351330823 -0.327578348 -0.29956680 -0.26990153
#> [50,] -0.171671749 -0.165399654 -0.16059229 -0.15757306
#> [51,] -0.903070798 -0.813217749 -0.70709058 -0.59408795
#> [52,] -0.538829595 -0.479034984 -0.41468201 -0.35234693
#> [53,] 0.071841370 0.043917015 0.01144701 -0.02284468
#> [54,] -0.242499711 -0.228568657 -0.21363848 -0.19934851
#> [55,] 0.874807384 0.716979150 0.54673740 0.38076773
#> [56,] -0.107026958 -0.108971833 -0.11369657 -0.12067683
#> [57,] 0.168112249 0.121959532 0.07022336 0.01822794
#> [58,] 0.335844866 0.259374453 0.17771356 0.09874560
#> [59,] -0.174505469 -0.163837492 -0.15661459 -0.15314458
#> [60,] -0.776741566 -0.701927954 -0.61394604 -0.52041869
#> [61,] -0.134073079 -0.133004290 -0.13301760 -0.13458368
#> [62,] 0.504038920 0.423830779 0.32944069 0.22924645
#> [63,] -0.356633805 -0.325046438 -0.29222785 -0.26093538
#> [64,] 0.727886681 0.587860084 0.43846488 0.29470659
#> [65,] 0.395851301 0.322900325 0.24041124 0.15577095
#> [66,] 0.365225919 0.301921551 0.22787415 0.14939591
#> [67,] -0.827151981 -0.738000535 -0.63708702 -0.53354773
#> [68,] -0.546923538 -0.497348417 -0.44005395 -0.38019215
#> [69,] 0.543648894 0.428920545 0.30869091 0.19474012
#> [70,] -0.306590671 -0.280875801 -0.25392235 -0.22867714
#> [71,] 0.357670936 0.294180024 0.22028440 0.14241984
#> [72,] -0.204931423 -0.181746412 -0.16373592 -0.15268911
#> [73,] 0.142974814 0.120874085 0.08825569 0.04721892
#> [74,] -0.551533778 -0.505854437 -0.45136119 -0.39257621
#> [75,] 0.520254370 0.427153165 0.32222993 0.21567885
#> [76,] -0.128914297 -0.133045571 -0.13767038 -0.14225918
#> [77,] -0.842773349 -0.754174930 -0.65287595 -0.54785998
#> [78,] 0.444010278 0.372993300 0.28857133 0.19813996
#> [79,] -0.189650995 -0.180754457 -0.17224678 -0.16531979
#> [80,] -0.325745301 -0.290606490 -0.25576554 -0.22522891
#> 210.490414451202 335.160265093883 533.66992312063 849.753435908644
#> [1,] -0.3243065639 -0.272941565 -0.234839542 -0.20802128
#> [2,] -0.3223558025 -0.274023697 -0.236733620 -0.20978837
#> [3,] -0.1823900439 -0.177244324 -0.171934586 -0.16736551
#> [4,] -0.2475807278 -0.224179270 -0.204367232 -0.18909486
#> [5,] -0.2724008825 -0.240672390 -0.215076364 -0.19595151
#> [6,] -0.0702457129 -0.092736990 -0.111531287 -0.12592243
#> [7,] -0.3138950588 -0.269474017 -0.234403646 -0.20861875
#> [8,] -0.2791688298 -0.244324111 -0.216922311 -0.19685043
#> [9,] -0.1697351872 -0.168306540 -0.165837477 -0.16331632
#> [10,] -0.1683009732 -0.162451542 -0.159346332 -0.15782179
#> [11,] -0.1706581983 -0.166088024 -0.162869964 -0.16066574
#> [12,] -0.0312437122 -0.068990684 -0.097373238 -0.11751175
#> [13,] -0.1440946800 -0.148568349 -0.151453651 -0.15329702
#> [14,] -0.3635545849 -0.307593238 -0.261924691 -0.22760463
#> [15,] -0.1220277891 -0.129362270 -0.136413930 -0.14236092
#> [16,] -0.1055022419 -0.120616398 -0.132121468 -0.14036076
#> [17,] -0.2556475006 -0.225540010 -0.203147334 -0.18729889
#> [18,] -0.0119844075 -0.056884831 -0.089908120 -0.11293449
#> [19,] -0.2915933476 -0.254737409 -0.224851406 -0.20250119
#> [20,] -0.2602657581 -0.227634345 -0.203874547 -0.18741290
#> [21,] 0.0053075168 -0.043139092 -0.079739012 -0.10580297
#> [22,] -0.0671903739 -0.093100685 -0.113117469 -0.12762272
#> [23,] -0.3714542978 -0.309025108 -0.260834583 -0.22592650
#> [24,] -0.3386433407 -0.283982202 -0.242723316 -0.21338424
#> [25,] -0.3293235613 -0.279787644 -0.241149152 -0.21296821
#> [26,] -0.4262897409 -0.349671460 -0.289547529 -0.24546910
#> [27,] -0.2848521147 -0.245027445 -0.215795785 -0.19537701
#> [28,] -0.0351498593 -0.073747166 -0.101654203 -0.12084906
#> [29,] -0.3432696570 -0.284417152 -0.241652945 -0.21205776
#> [30,] -0.1488282728 -0.149703120 -0.151203323 -0.15268398
#> [31,] 0.0416769623 -0.014023200 -0.058075682 -0.09054457
#> [32,] -0.1449552743 -0.148217885 -0.150824034 -0.15272918
#> [33,] -0.0005105044 -0.048219744 -0.083642600 -0.10858148
#> [34,] 0.0007384235 -0.043760713 -0.078698523 -0.10437548
#> [35,] -0.2173542757 -0.201191969 -0.187771658 -0.17761235
#> [36,] -0.3190599896 -0.268657779 -0.231593479 -0.20570208
#> [37,] -0.1296914886 -0.137993613 -0.144179503 -0.14848681
#> [38,] -0.3619508806 -0.301781611 -0.255732339 -0.22249987
#> [39,] 0.1116787939 0.034342357 -0.025641809 -0.06926332
#> [40,] -0.2060182419 -0.192546055 -0.181675223 -0.17351335
#> [41,] -0.0166302562 -0.055088067 -0.085931082 -0.10894357
#> [42,] -0.1087730211 -0.124010257 -0.134953979 -0.14247303
#> [43,] -0.1295705430 -0.137115671 -0.143085426 -0.14749517
#> [44,] -0.0323269472 -0.069354036 -0.097280342 -0.11724121
#> [45,] -0.0563116849 -0.084975685 -0.107398083 -0.12375812
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#> 1353.04777457981 2154.43469003189 3430.46928631491 5462.27721768434
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#> 8697.49002617783 13848.8637139387 22051.3073990304 35111.9173421513
#> [1,] -0.1619179 -0.1599092 -0.1586411 -0.1578420
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#> 55908.1018251222 89021.5085445039 141747.41629268 225701.971963392
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#> 95454845.6661833 151991108.295293 242012826.479438 385352859.371052
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#> [80,] -0.1564884 -0.1564884 -0.1564884 -0.1564884
#> 3944206059.43765 6280291441.83427 1e+10
#> [1,] -0.1564884 -0.1564884 -0.1564884
#> [2,] -0.1564884 -0.1564884 -0.1564884
#> [3,] -0.1564884 -0.1564884 -0.1564884
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#> [52,] -0.1564884 -0.1564884 -0.1564884
#> [53,] -0.1564884 -0.1564884 -0.1564884
#> [54,] -0.1564884 -0.1564884 -0.1564884
#> [55,] -0.1564884 -0.1564884 -0.1564884
#> [56,] -0.1564884 -0.1564884 -0.1564884
#> [57,] -0.1564884 -0.1564884 -0.1564884
#> [58,] -0.1564884 -0.1564884 -0.1564884
#> [59,] -0.1564884 -0.1564884 -0.1564884
#> [60,] -0.1564884 -0.1564884 -0.1564884
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#> [62,] -0.1564884 -0.1564884 -0.1564884
#> [63,] -0.1564884 -0.1564884 -0.1564884
#> [64,] -0.1564884 -0.1564884 -0.1564884
#> [65,] -0.1564884 -0.1564884 -0.1564884
#> [66,] -0.1564884 -0.1564884 -0.1564884
#> [67,] -0.1564884 -0.1564884 -0.1564884
#> [68,] -0.1564884 -0.1564884 -0.1564884
#> [69,] -0.1564884 -0.1564884 -0.1564884
#> [70,] -0.1564884 -0.1564884 -0.1564884
#> [71,] -0.1564884 -0.1564884 -0.1564884
#> [72,] -0.1564884 -0.1564884 -0.1564884
#> [73,] -0.1564884 -0.1564884 -0.1564884
#> [74,] -0.1564884 -0.1564884 -0.1564884
#> [75,] -0.1564884 -0.1564884 -0.1564884
#> [76,] -0.1564884 -0.1564884 -0.1564884
#> [77,] -0.1564884 -0.1564884 -0.1564884
#> [78,] -0.1564884 -0.1564884 -0.1564884
#> [79,] -0.1564884 -0.1564884 -0.1564884
#> [80,] -0.1564884 -0.1564884 -0.1564884
#>
#> $residuals
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> [1,] -0.855149009 -0.855149009 -0.855149009
#> [2,] -0.181242278 -0.181242278 -0.181242278
#> [3,] 0.008855330 0.008855330 0.008855330
#> [4,] 0.002133823 0.002133823 0.002133823
#> [5,] 0.281917012 0.281917012 0.281917012
#> [6,] -1.264300678 -1.264300678 -1.264300678
#> [7,] -1.295816602 -1.295816602 -1.295816602
#> [8,] 0.404863843 0.404863843 0.404863843
#> [9,] 0.129735541 0.129735541 0.129735541
#> [10,] 0.766306649 0.766306649 0.766306649
#> [11,] 1.620633036 1.620633036 1.620633036
#> [12,] -0.723619901 -0.723619901 -0.723619901
#> [13,] 0.718496753 0.718496753 0.718496753
#> [14,] 0.202710675 0.202710675 0.202710675
#> [15,] -0.425574895 -0.425574895 -0.425574895
#> [16,] -0.710701750 -0.710701750 -0.710701750
#> [17,] -0.297835343 -0.297835343 -0.297835343
#> [18,] -0.381500432 -0.381500432 -0.381500432
#> [19,] 0.657335270 0.657335270 0.657335270
#> [20,] 0.014496586 0.014496586 0.014496586
#> [21,] -1.159119293 -1.159119293 -1.159119293
#> [22,] 2.581870901 2.581870901 2.581870901
#> [23,] -0.470418856 -0.470418856 -0.470418856
#> [24,] 0.156603373 0.156603373 0.156603373
#> [25,] -0.249091849 -0.249091849 -0.249091849
#> [26,] 0.208208761 0.208208761 0.208208761
#> [27,] 1.086590109 1.086590109 1.086590109
#> [28,] -0.025262494 -0.025262494 -0.025262494
#> [29,] 0.013494623 0.013494623 0.013494623
#> [30,] 0.435870861 0.435870861 0.435870861
#> [31,] -0.499039607 -0.499039607 -0.499039607
#> [32,] -1.282361657 -1.282361657 -1.282361657
#> [33,] 0.625533298 0.625533298 0.625533298
#> [34,] 0.725091304 0.725091304 0.725091304
#> [35,] -0.189071379 -0.189071379 -0.189071379
#> [36,] 0.067482588 0.067482588 0.067482588
#> [37,] -1.742269391 -1.742269391 -1.742269391
#> [38,] -0.210287696 -0.210287696 -0.210287696
#> [39,] 0.334921859 0.334921859 0.334921859
#> [40,] -1.172278306 -1.172278306 -1.172278306
#> [41,] -1.809128799 -1.809128799 -1.809128799
#> [42,] 0.693957467 0.693957467 0.693957467
#> [43,] 1.136614215 1.136614215 1.136614215
#> [44,] -0.530879564 -0.530879564 -0.530879564
#> [45,] 1.423706947 1.423706947 1.423706947
#> [46,] 0.474176910 0.474176910 0.474176910
#> [47,] 1.027689723 1.027689723 1.027689723
#> [48,] 0.849795860 0.849795860 0.849795860
#> [49,] -0.872161232 -0.872161232 -0.872161232
#> [50,] -0.579317155 -0.579317155 -0.579317155
#> [51,] -1.154113579 -1.154113579 -1.154113579
#> [52,] 0.586962474 0.586962474 0.586962474
#> [53,] 1.304530401 1.304530401 1.304530401
#> [54,] -1.160384730 -1.160384730 -1.160384730
#> [55,] 0.127711420 0.127711420 0.127711420
#> [56,] -0.626372170 -0.626372170 -0.626372170
#> [57,] -0.594414709 -0.594414709 -0.594414709
#> [58,] -0.228125805 -0.228125805 -0.228125805
#> [59,] -0.374122923 -0.374122923 -0.374122923
#> [60,] 0.666712822 0.666712822 0.666712822
#> [61,] 0.006164242 0.006164242 0.006164242
#> [62,] 0.113537946 0.113537946 0.113537946
#> [63,] 0.186892824 0.186892824 0.186892824
#> [64,] 1.013757578 1.013757578 1.013757578
#> [65,] 0.499368666 0.499368666 0.499368666
#> [66,] 0.218234611 0.218234611 0.218234611
#> [67,] -0.140147579 -0.140147579 -0.140147579
#> [68,] 1.002597610 1.002597610 1.002597610
#> [69,] -1.435038853 -1.435038853 -1.435038853
#> [70,] 1.667881962 1.667881962 1.667881962
#> [71,] -0.490356788 -0.490356788 -0.490356788
#> [72,] -0.081950083 -0.081950083 -0.081950083
#> [73,] -0.860433335 -0.860433335 -0.860433335
#> [74,] -0.830235024 -0.830235024 -0.830235024
#> [75,] 0.675541199 0.675541199 0.675541199
#> [76,] -0.228708100 -0.228708100 -0.228708100
#> [77,] 1.037201377 1.037201377 1.037201377
#> [78,] 0.632345501 0.632345501 0.632345501
#> [79,] -1.126687749 -1.126687749 -1.126687749
#> [80,] -0.131014353 -0.131014353 -0.131014353
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> [1,] -0.855149009 -0.855149009 -0.855149009
#> [2,] -0.181242278 -0.181242278 -0.181242278
#> [3,] 0.008855330 0.008855330 0.008855330
#> [4,] 0.002133823 0.002133823 0.002133823
#> [5,] 0.281917012 0.281917012 0.281917012
#> [6,] -1.264300678 -1.264300678 -1.264300678
#> [7,] -1.295816602 -1.295816602 -1.295816602
#> [8,] 0.404863843 0.404863843 0.404863843
#> [9,] 0.129735541 0.129735541 0.129735541
#> [10,] 0.766306649 0.766306649 0.766306649
#> [11,] 1.620633036 1.620633036 1.620633036
#> [12,] -0.723619901 -0.723619901 -0.723619901
#> [13,] 0.718496753 0.718496753 0.718496753
#> [14,] 0.202710675 0.202710675 0.202710675
#> [15,] -0.425574895 -0.425574895 -0.425574895
#> [16,] -0.710701750 -0.710701750 -0.710701750
#> [17,] -0.297835343 -0.297835343 -0.297835343
#> [18,] -0.381500432 -0.381500432 -0.381500432
#> [19,] 0.657335270 0.657335270 0.657335270
#> [20,] 0.014496586 0.014496586 0.014496586
#> [21,] -1.159119293 -1.159119293 -1.159119293
#> [22,] 2.581870901 2.581870901 2.581870901
#> [23,] -0.470418856 -0.470418856 -0.470418856
#> [24,] 0.156603373 0.156603373 0.156603373
#> [25,] -0.249091849 -0.249091849 -0.249091849
#> [26,] 0.208208761 0.208208761 0.208208761
#> [27,] 1.086590109 1.086590109 1.086590109
#> [28,] -0.025262494 -0.025262494 -0.025262494
#> [29,] 0.013494623 0.013494623 0.013494623
#> [30,] 0.435870861 0.435870861 0.435870861
#> [31,] -0.499039607 -0.499039607 -0.499039607
#> [32,] -1.282361657 -1.282361658 -1.282361658
#> [33,] 0.625533298 0.625533298 0.625533298
#> [34,] 0.725091304 0.725091304 0.725091304
#> [35,] -0.189071379 -0.189071379 -0.189071379
#> [36,] 0.067482588 0.067482588 0.067482588
#> [37,] -1.742269391 -1.742269391 -1.742269391
#> [38,] -0.210287696 -0.210287696 -0.210287696
#> [39,] 0.334921859 0.334921859 0.334921859
#> [40,] -1.172278306 -1.172278306 -1.172278306
#> [41,] -1.809128799 -1.809128799 -1.809128799
#> [42,] 0.693957467 0.693957467 0.693957467
#> [43,] 1.136614215 1.136614215 1.136614215
#> [44,] -0.530879564 -0.530879564 -0.530879564
#> [45,] 1.423706947 1.423706947 1.423706947
#> [46,] 0.474176910 0.474176910 0.474176910
#> [47,] 1.027689723 1.027689723 1.027689723
#> [48,] 0.849795860 0.849795860 0.849795860
#> [49,] -0.872161232 -0.872161232 -0.872161232
#> [50,] -0.579317155 -0.579317155 -0.579317155
#> [51,] -1.154113579 -1.154113579 -1.154113579
#> [52,] 0.586962474 0.586962474 0.586962474
#> [53,] 1.304530401 1.304530401 1.304530401
#> [54,] -1.160384730 -1.160384730 -1.160384730
#> [55,] 0.127711420 0.127711420 0.127711420
#> [56,] -0.626372170 -0.626372170 -0.626372170
#> [57,] -0.594414709 -0.594414709 -0.594414709
#> [58,] -0.228125805 -0.228125805 -0.228125805
#> [59,] -0.374122923 -0.374122923 -0.374122923
#> [60,] 0.666712822 0.666712822 0.666712822
#> [61,] 0.006164242 0.006164242 0.006164242
#> [62,] 0.113537946 0.113537946 0.113537946
#> [63,] 0.186892824 0.186892824 0.186892824
#> [64,] 1.013757578 1.013757578 1.013757578
#> [65,] 0.499368666 0.499368666 0.499368666
#> [66,] 0.218234611 0.218234611 0.218234611
#> [67,] -0.140147579 -0.140147579 -0.140147579
#> [68,] 1.002597610 1.002597610 1.002597610
#> [69,] -1.435038853 -1.435038853 -1.435038853
#> [70,] 1.667881962 1.667881962 1.667881962
#> [71,] -0.490356788 -0.490356788 -0.490356788
#> [72,] -0.081950083 -0.081950083 -0.081950083
#> [73,] -0.860433335 -0.860433335 -0.860433335
#> [74,] -0.830235024 -0.830235024 -0.830235024
#> [75,] 0.675541199 0.675541199 0.675541199
#> [76,] -0.228708100 -0.228708100 -0.228708100
#> [77,] 1.037201377 1.037201377 1.037201377
#> [78,] 0.632345501 0.632345501 0.632345501
#> [79,] -1.126687749 -1.126687749 -1.126687749
#> [80,] -0.131014353 -0.131014353 -0.131014353
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> [1,] -0.855149009 -0.855149009 -0.855149009
#> [2,] -0.181242278 -0.181242278 -0.181242278
#> [3,] 0.008855330 0.008855330 0.008855330
#> [4,] 0.002133823 0.002133823 0.002133823
#> [5,] 0.281917012 0.281917012 0.281917012
#> [6,] -1.264300678 -1.264300678 -1.264300678
#> [7,] -1.295816602 -1.295816602 -1.295816602
#> [8,] 0.404863843 0.404863843 0.404863843
#> [9,] 0.129735541 0.129735541 0.129735541
#> [10,] 0.766306649 0.766306649 0.766306649
#> [11,] 1.620633036 1.620633036 1.620633036
#> [12,] -0.723619901 -0.723619901 -0.723619901
#> [13,] 0.718496753 0.718496753 0.718496753
#> [14,] 0.202710675 0.202710675 0.202710675
#> [15,] -0.425574895 -0.425574895 -0.425574895
#> [16,] -0.710701750 -0.710701750 -0.710701750
#> [17,] -0.297835343 -0.297835343 -0.297835343
#> [18,] -0.381500432 -0.381500432 -0.381500432
#> [19,] 0.657335270 0.657335270 0.657335270
#> [20,] 0.014496586 0.014496586 0.014496586
#> [21,] -1.159119293 -1.159119293 -1.159119293
#> [22,] 2.581870901 2.581870901 2.581870901
#> [23,] -0.470418856 -0.470418856 -0.470418856
#> [24,] 0.156603373 0.156603373 0.156603373
#> [25,] -0.249091849 -0.249091849 -0.249091849
#> [26,] 0.208208761 0.208208761 0.208208761
#> [27,] 1.086590109 1.086590109 1.086590109
#> [28,] -0.025262494 -0.025262494 -0.025262494
#> [29,] 0.013494623 0.013494623 0.013494623
#> [30,] 0.435870861 0.435870861 0.435870861
#> [31,] -0.499039607 -0.499039607 -0.499039607
#> [32,] -1.282361658 -1.282361658 -1.282361658
#> [33,] 0.625533298 0.625533298 0.625533298
#> [34,] 0.725091304 0.725091304 0.725091304
#> [35,] -0.189071379 -0.189071379 -0.189071379
#> [36,] 0.067482588 0.067482588 0.067482588
#> [37,] -1.742269391 -1.742269391 -1.742269391
#> [38,] -0.210287696 -0.210287696 -0.210287696
#> [39,] 0.334921859 0.334921859 0.334921859
#> [40,] -1.172278306 -1.172278306 -1.172278306
#> [41,] -1.809128799 -1.809128799 -1.809128799
#> [42,] 0.693957467 0.693957467 0.693957467
#> [43,] 1.136614215 1.136614215 1.136614215
#> [44,] -0.530879564 -0.530879564 -0.530879564
#> [45,] 1.423706947 1.423706947 1.423706947
#> [46,] 0.474176910 0.474176910 0.474176910
#> [47,] 1.027689723 1.027689723 1.027689723
#> [48,] 0.849795860 0.849795860 0.849795860
#> [49,] -0.872161232 -0.872161232 -0.872161232
#> [50,] -0.579317155 -0.579317155 -0.579317155
#> [51,] -1.154113580 -1.154113580 -1.154113580
#> [52,] 0.586962474 0.586962474 0.586962474
#> [53,] 1.304530401 1.304530401 1.304530401
#> [54,] -1.160384730 -1.160384730 -1.160384730
#> [55,] 0.127711420 0.127711420 0.127711420
#> [56,] -0.626372170 -0.626372170 -0.626372170
#> [57,] -0.594414709 -0.594414709 -0.594414709
#> [58,] -0.228125805 -0.228125805 -0.228125805
#> [59,] -0.374122923 -0.374122923 -0.374122923
#> [60,] 0.666712822 0.666712822 0.666712822
#> [61,] 0.006164242 0.006164242 0.006164242
#> [62,] 0.113537946 0.113537946 0.113537946
#> [63,] 0.186892824 0.186892824 0.186892824
#> [64,] 1.013757578 1.013757578 1.013757578
#> [65,] 0.499368666 0.499368666 0.499368666
#> [66,] 0.218234611 0.218234611 0.218234611
#> [67,] -0.140147579 -0.140147579 -0.140147579
#> [68,] 1.002597610 1.002597610 1.002597610
#> [69,] -1.435038853 -1.435038853 -1.435038853
#> [70,] 1.667881962 1.667881962 1.667881962
#> [71,] -0.490356788 -0.490356788 -0.490356788
#> [72,] -0.081950083 -0.081950083 -0.081950083
#> [73,] -0.860433335 -0.860433335 -0.860433335
#> [74,] -0.830235024 -0.830235024 -0.830235024
#> [75,] 0.675541199 0.675541199 0.675541199
#> [76,] -0.228708100 -0.228708100 -0.228708100
#> [77,] 1.037201377 1.037201377 1.037201377
#> [78,] 0.632345501 0.632345501 0.632345501
#> [79,] -1.126687749 -1.126687749 -1.126687749
#> [80,] -0.131014353 -0.131014353 -0.131014353
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> [1,] -0.855149010 -0.855149010 -0.855149010
#> [2,] -0.181242278 -0.181242278 -0.181242278
#> [3,] 0.008855330 0.008855330 0.008855330
#> [4,] 0.002133823 0.002133823 0.002133823
#> [5,] 0.281917012 0.281917012 0.281917012
#> [6,] -1.264300678 -1.264300678 -1.264300678
#> [7,] -1.295816602 -1.295816602 -1.295816602
#> [8,] 0.404863843 0.404863843 0.404863843
#> [9,] 0.129735541 0.129735541 0.129735541
#> [10,] 0.766306649 0.766306649 0.766306649
#> [11,] 1.620633036 1.620633036 1.620633036
#> [12,] -0.723619901 -0.723619901 -0.723619901
#> [13,] 0.718496753 0.718496753 0.718496753
#> [14,] 0.202710675 0.202710675 0.202710675
#> [15,] -0.425574895 -0.425574895 -0.425574895
#> [16,] -0.710701750 -0.710701750 -0.710701749
#> [17,] -0.297835343 -0.297835343 -0.297835343
#> [18,] -0.381500432 -0.381500432 -0.381500432
#> [19,] 0.657335270 0.657335270 0.657335270
#> [20,] 0.014496586 0.014496586 0.014496586
#> [21,] -1.159119293 -1.159119293 -1.159119293
#> [22,] 2.581870901 2.581870901 2.581870901
#> [23,] -0.470418856 -0.470418856 -0.470418857
#> [24,] 0.156603373 0.156603373 0.156603372
#> [25,] -0.249091849 -0.249091849 -0.249091850
#> [26,] 0.208208761 0.208208761 0.208208761
#> [27,] 1.086590109 1.086590109 1.086590109
#> [28,] -0.025262494 -0.025262494 -0.025262494
#> [29,] 0.013494623 0.013494623 0.013494622
#> [30,] 0.435870861 0.435870861 0.435870861
#> [31,] -0.499039607 -0.499039607 -0.499039607
#> [32,] -1.282361658 -1.282361658 -1.282361658
#> [33,] 0.625533298 0.625533298 0.625533298
#> [34,] 0.725091304 0.725091304 0.725091304
#> [35,] -0.189071379 -0.189071379 -0.189071379
#> [36,] 0.067482588 0.067482588 0.067482588
#> [37,] -1.742269391 -1.742269391 -1.742269391
#> [38,] -0.210287696 -0.210287696 -0.210287696
#> [39,] 0.334921859 0.334921859 0.334921859
#> [40,] -1.172278306 -1.172278306 -1.172278306
#> [41,] -1.809128799 -1.809128799 -1.809128799
#> [42,] 0.693957467 0.693957467 0.693957467
#> [43,] 1.136614215 1.136614215 1.136614215
#> [44,] -0.530879564 -0.530879564 -0.530879564
#> [45,] 1.423706947 1.423706947 1.423706947
#> [46,] 0.474176910 0.474176910 0.474176910
#> [47,] 1.027689723 1.027689723 1.027689723
#> [48,] 0.849795860 0.849795860 0.849795860
#> [49,] -0.872161232 -0.872161232 -0.872161232
#> [50,] -0.579317155 -0.579317155 -0.579317155
#> [51,] -1.154113580 -1.154113580 -1.154113580
#> [52,] 0.586962474 0.586962474 0.586962474
#> [53,] 1.304530401 1.304530401 1.304530401
#> [54,] -1.160384730 -1.160384730 -1.160384730
#> [55,] 0.127711420 0.127711420 0.127711420
#> [56,] -0.626372170 -0.626372170 -0.626372170
#> [57,] -0.594414709 -0.594414709 -0.594414709
#> [58,] -0.228125805 -0.228125805 -0.228125805
#> [59,] -0.374122923 -0.374122923 -0.374122923
#> [60,] 0.666712822 0.666712822 0.666712821
#> [61,] 0.006164242 0.006164242 0.006164242
#> [62,] 0.113537946 0.113537946 0.113537946
#> [63,] 0.186892824 0.186892824 0.186892824
#> [64,] 1.013757578 1.013757579 1.013757579
#> [65,] 0.499368666 0.499368666 0.499368666
#> [66,] 0.218234611 0.218234611 0.218234611
#> [67,] -0.140147579 -0.140147579 -0.140147579
#> [68,] 1.002597610 1.002597610 1.002597610
#> [69,] -1.435038853 -1.435038853 -1.435038853
#> [70,] 1.667881962 1.667881962 1.667881962
#> [71,] -0.490356788 -0.490356788 -0.490356788
#> [72,] -0.081950083 -0.081950084 -0.081950084
#> [73,] -0.860433335 -0.860433335 -0.860433335
#> [74,] -0.830235024 -0.830235024 -0.830235024
#> [75,] 0.675541199 0.675541199 0.675541199
#> [76,] -0.228708100 -0.228708100 -0.228708100
#> [77,] 1.037201377 1.037201377 1.037201377
#> [78,] 0.632345501 0.632345501 0.632345501
#> [79,] -1.126687749 -1.126687749 -1.126687749
#> [80,] -0.131014353 -0.131014353 -0.131014353
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> [1,] -0.855149010 -0.855149010 -0.855149010
#> [2,] -0.181242278 -0.181242278 -0.181242278
#> [3,] 0.008855330 0.008855330 0.008855330
#> [4,] 0.002133823 0.002133823 0.002133823
#> [5,] 0.281917012 0.281917012 0.281917012
#> [6,] -1.264300678 -1.264300678 -1.264300678
#> [7,] -1.295816602 -1.295816602 -1.295816602
#> [8,] 0.404863843 0.404863843 0.404863843
#> [9,] 0.129735541 0.129735541 0.129735541
#> [10,] 0.766306649 0.766306649 0.766306649
#> [11,] 1.620633036 1.620633036 1.620633036
#> [12,] -0.723619901 -0.723619901 -0.723619900
#> [13,] 0.718496753 0.718496753 0.718496753
#> [14,] 0.202710675 0.202710675 0.202710675
#> [15,] -0.425574895 -0.425574895 -0.425574895
#> [16,] -0.710701749 -0.710701749 -0.710701749
#> [17,] -0.297835344 -0.297835344 -0.297835344
#> [18,] -0.381500432 -0.381500432 -0.381500432
#> [19,] 0.657335270 0.657335270 0.657335270
#> [20,] 0.014496586 0.014496585 0.014496585
#> [21,] -1.159119293 -1.159119293 -1.159119293
#> [22,] 2.581870901 2.581870901 2.581870901
#> [23,] -0.470418857 -0.470418857 -0.470418857
#> [24,] 0.156603372 0.156603372 0.156603372
#> [25,] -0.249091850 -0.249091850 -0.249091850
#> [26,] 0.208208761 0.208208761 0.208208761
#> [27,] 1.086590109 1.086590109 1.086590109
#> [28,] -0.025262494 -0.025262494 -0.025262494
#> [29,] 0.013494622 0.013494622 0.013494622
#> [30,] 0.435870861 0.435870861 0.435870860
#> [31,] -0.499039607 -0.499039607 -0.499039607
#> [32,] -1.282361658 -1.282361658 -1.282361658
#> [33,] 0.625533298 0.625533298 0.625533298
#> [34,] 0.725091304 0.725091304 0.725091304
#> [35,] -0.189071379 -0.189071379 -0.189071379
#> [36,] 0.067482588 0.067482588 0.067482588
#> [37,] -1.742269391 -1.742269391 -1.742269391
#> [38,] -0.210287696 -0.210287697 -0.210287697
#> [39,] 0.334921859 0.334921859 0.334921860
#> [40,] -1.172278306 -1.172278306 -1.172278306
#> [41,] -1.809128799 -1.809128799 -1.809128799
#> [42,] 0.693957467 0.693957467 0.693957467
#> [43,] 1.136614215 1.136614215 1.136614215
#> [44,] -0.530879564 -0.530879563 -0.530879563
#> [45,] 1.423706947 1.423706947 1.423706947
#> [46,] 0.474176910 0.474176910 0.474176910
#> [47,] 1.027689723 1.027689723 1.027689723
#> [48,] 0.849795860 0.849795860 0.849795860
#> [49,] -0.872161232 -0.872161232 -0.872161232
#> [50,] -0.579317155 -0.579317155 -0.579317155
#> [51,] -1.154113580 -1.154113580 -1.154113580
#> [52,] 0.586962474 0.586962473 0.586962473
#> [53,] 1.304530401 1.304530401 1.304530401
#> [54,] -1.160384730 -1.160384730 -1.160384730
#> [55,] 0.127711421 0.127711421 0.127711422
#> [56,] -0.626372170 -0.626372170 -0.626372170
#> [57,] -0.594414709 -0.594414709 -0.594414708
#> [58,] -0.228125805 -0.228125805 -0.228125805
#> [59,] -0.374122923 -0.374122923 -0.374122923
#> [60,] 0.666712821 0.666712821 0.666712821
#> [61,] 0.006164242 0.006164242 0.006164242
#> [62,] 0.113537946 0.113537946 0.113537947
#> [63,] 0.186892824 0.186892824 0.186892823
#> [64,] 1.013757579 1.013757579 1.013757580
#> [65,] 0.499368666 0.499368666 0.499368667
#> [66,] 0.218234611 0.218234611 0.218234611
#> [67,] -0.140147579 -0.140147579 -0.140147579
#> [68,] 1.002597610 1.002597610 1.002597610
#> [69,] -1.435038853 -1.435038852 -1.435038852
#> [70,] 1.667881962 1.667881962 1.667881961
#> [71,] -0.490356788 -0.490356788 -0.490356788
#> [72,] -0.081950084 -0.081950084 -0.081950084
#> [73,] -0.860433335 -0.860433335 -0.860433335
#> [74,] -0.830235024 -0.830235024 -0.830235024
#> [75,] 0.675541199 0.675541200 0.675541200
#> [76,] -0.228708100 -0.228708100 -0.228708100
#> [77,] 1.037201377 1.037201377 1.037201376
#> [78,] 0.632345501 0.632345501 0.632345502
#> [79,] -1.126687750 -1.126687750 -1.126687750
#> [80,] -0.131014353 -0.131014353 -0.131014353
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> [1,] -0.855149011 -0.855149011 -0.855149012
#> [2,] -0.181242278 -0.181242278 -0.181242279
#> [3,] 0.008855330 0.008855330 0.008855330
#> [4,] 0.002133823 0.002133823 0.002133823
#> [5,] 0.281917012 0.281917012 0.281917011
#> [6,] -1.264300678 -1.264300678 -1.264300678
#> [7,] -1.295816602 -1.295816602 -1.295816603
#> [8,] 0.404863843 0.404863843 0.404863843
#> [9,] 0.129735541 0.129735541 0.129735542
#> [10,] 0.766306649 0.766306649 0.766306648
#> [11,] 1.620633036 1.620633036 1.620633036
#> [12,] -0.723619900 -0.723619900 -0.723619899
#> [13,] 0.718496753 0.718496753 0.718496754
#> [14,] 0.202710675 0.202710675 0.202710675
#> [15,] -0.425574895 -0.425574895 -0.425574895
#> [16,] -0.710701749 -0.710701749 -0.710701749
#> [17,] -0.297835344 -0.297835345 -0.297835345
#> [18,] -0.381500432 -0.381500431 -0.381500430
#> [19,] 0.657335270 0.657335269 0.657335269
#> [20,] 0.014496585 0.014496584 0.014496584
#> [21,] -1.159119293 -1.159119292 -1.159119291
#> [22,] 2.581870901 2.581870901 2.581870902
#> [23,] -0.470418857 -0.470418858 -0.470418859
#> [24,] 0.156603372 0.156603371 0.156603371
#> [25,] -0.249091850 -0.249091850 -0.249091851
#> [26,] 0.208208760 0.208208760 0.208208759
#> [27,] 1.086590108 1.086590108 1.086590107
#> [28,] -0.025262493 -0.025262493 -0.025262492
#> [29,] 0.013494621 0.013494620 0.013494619
#> [30,] 0.435870860 0.435870860 0.435870860
#> [31,] -0.499039607 -0.499039606 -0.499039606
#> [32,] -1.282361658 -1.282361658 -1.282361658
#> [33,] 0.625533299 0.625533299 0.625533300
#> [34,] 0.725091305 0.725091305 0.725091306
#> [35,] -0.189071379 -0.189071379 -0.189071378
#> [36,] 0.067482587 0.067482587 0.067482585
#> [37,] -1.742269391 -1.742269391 -1.742269391
#> [38,] -0.210287697 -0.210287698 -0.210287699
#> [39,] 0.334921860 0.334921861 0.334921862
#> [40,] -1.172278306 -1.172278307 -1.172278307
#> [41,] -1.809128798 -1.809128798 -1.809128798
#> [42,] 0.693957467 0.693957468 0.693957468
#> [43,] 1.136614215 1.136614216 1.136614216
#> [44,] -0.530879563 -0.530879562 -0.530879561
#> [45,] 1.423706947 1.423706948 1.423706948
#> [46,] 0.474176910 0.474176909 0.474176908
#> [47,] 1.027689723 1.027689723 1.027689724
#> [48,] 0.849795859 0.849795859 0.849795858
#> [49,] -0.872161232 -0.872161233 -0.872161233
#> [50,] -0.579317155 -0.579317155 -0.579317155
#> [51,] -1.154113580 -1.154113581 -1.154113582
#> [52,] 0.586962473 0.586962472 0.586962472
#> [53,] 1.304530401 1.304530401 1.304530401
#> [54,] -1.160384730 -1.160384730 -1.160384730
#> [55,] 0.127711422 0.127711424 0.127711426
#> [56,] -0.626372170 -0.626372170 -0.626372170
#> [57,] -0.594414708 -0.594414708 -0.594414707
#> [58,] -0.228125804 -0.228125804 -0.228125802
#> [59,] -0.374122923 -0.374122923 -0.374122924
#> [60,] 0.666712821 0.666712820 0.666712820
#> [61,] 0.006164242 0.006164242 0.006164242
#> [62,] 0.113537947 0.113537947 0.113537948
#> [63,] 0.186892823 0.186892823 0.186892822
#> [64,] 1.013757580 1.013757582 1.013757584
#> [65,] 0.499368667 0.499368667 0.499368668
#> [66,] 0.218234612 0.218234612 0.218234613
#> [67,] -0.140147580 -0.140147580 -0.140147581
#> [68,] 1.002597610 1.002597609 1.002597609
#> [69,] -1.435038851 -1.435038850 -1.435038849
#> [70,] 1.667881961 1.667881961 1.667881961
#> [71,] -0.490356788 -0.490356787 -0.490356787
#> [72,] -0.081950084 -0.081950085 -0.081950085
#> [73,] -0.860433335 -0.860433335 -0.860433335
#> [74,] -0.830235025 -0.830235025 -0.830235025
#> [75,] 0.675541200 0.675541201 0.675541202
#> [76,] -0.228708100 -0.228708100 -0.228708100
#> [77,] 1.037201376 1.037201375 1.037201374
#> [78,] 0.632345502 0.632345502 0.632345503
#> [79,] -1.126687750 -1.126687750 -1.126687750
#> [80,] -0.131014353 -0.131014354 -0.131014354
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> [1,] -0.855149014 -0.855149017 -0.855149021
#> [2,] -0.181242280 -0.181242281 -0.181242283
#> [3,] 0.008855330 0.008855331 0.008855331
#> [4,] 0.002133823 0.002133824 0.002133824
#> [5,] 0.281917011 0.281917011 0.281917010
#> [6,] -1.264300678 -1.264300678 -1.264300678
#> [7,] -1.295816603 -1.295816604 -1.295816606
#> [8,] 0.404863842 0.404863842 0.404863841
#> [9,] 0.129735542 0.129735543 0.129735544
#> [10,] 0.766306648 0.766306647 0.766306645
#> [11,] 1.620633035 1.620633035 1.620633034
#> [12,] -0.723619898 -0.723619897 -0.723619894
#> [13,] 0.718496754 0.718496755 0.718496757
#> [14,] 0.202710675 0.202710675 0.202710674
#> [15,] -0.425574895 -0.425574894 -0.425574894
#> [16,] -0.710701748 -0.710701748 -0.710701747
#> [17,] -0.297835347 -0.297835349 -0.297835352
#> [18,] -0.381500429 -0.381500427 -0.381500423
#> [19,] 0.657335269 0.657335269 0.657335269
#> [20,] 0.014496582 0.014496580 0.014496577
#> [21,] -1.159119290 -1.159119288 -1.159119285
#> [22,] 2.581870902 2.581870903 2.581870904
#> [23,] -0.470418860 -0.470418862 -0.470418865
#> [24,] 0.156603369 0.156603367 0.156603364
#> [25,] -0.249091851 -0.249091853 -0.249091855
#> [26,] 0.208208758 0.208208756 0.208208752
#> [27,] 1.086590105 1.086590103 1.086590099
#> [28,] -0.025262491 -0.025262488 -0.025262485
#> [29,] 0.013494616 0.013494613 0.013494607
#> [30,] 0.435870859 0.435870859 0.435870857
#> [31,] -0.499039605 -0.499039604 -0.499039602
#> [32,] -1.282361658 -1.282361658 -1.282361658
#> [33,] 0.625533302 0.625533305 0.625533309
#> [34,] 0.725091307 0.725091308 0.725091311
#> [35,] -0.189071378 -0.189071378 -0.189071377
#> [36,] 0.067482584 0.067482581 0.067482576
#> [37,] -1.742269391 -1.742269391 -1.742269391
#> [38,] -0.210287701 -0.210287704 -0.210287708
#> [39,] 0.334921863 0.334921866 0.334921870
#> [40,] -1.172278307 -1.172278308 -1.172278308
#> [41,] -1.809128797 -1.809128796 -1.809128794
#> [42,] 0.693957469 0.693957470 0.693957472
#> [43,] 1.136614216 1.136614216 1.136614217
#> [44,] -0.530879560 -0.530879558 -0.530879555
#> [45,] 1.423706948 1.423706949 1.423706950
#> [46,] 0.474176907 0.474176905 0.474176902
#> [47,] 1.027689724 1.027689725 1.027689726
#> [48,] 0.849795857 0.849795856 0.849795853
#> [49,] -0.872161233 -0.872161234 -0.872161234
#> [50,] -0.579317155 -0.579317156 -0.579317157
#> [51,] -1.154113583 -1.154113585 -1.154113589
#> [52,] 0.586962470 0.586962468 0.586962465
#> [53,] 1.304530402 1.304530403 1.304530404
#> [54,] -1.160384731 -1.160384731 -1.160384732
#> [55,] 0.127711429 0.127711435 0.127711443
#> [56,] -0.626372170 -0.626372171 -0.626372171
#> [57,] -0.594414707 -0.594414705 -0.594414703
#> [58,] -0.228125801 -0.228125798 -0.228125794
#> [59,] -0.374122924 -0.374122925 -0.374122927
#> [60,] 0.666712818 0.666712817 0.666712814
#> [61,] 0.006164242 0.006164242 0.006164242
#> [62,] 0.113537949 0.113537951 0.113537955
#> [63,] 0.186892822 0.186892820 0.186892818
#> [64,] 1.013757587 1.013757591 1.013757599
#> [65,] 0.499368670 0.499368672 0.499368675
#> [66,] 0.218234614 0.218234615 0.218234618
#> [67,] -0.140147583 -0.140147586 -0.140147590
#> [68,] 1.002597608 1.002597607 1.002597604
#> [69,] -1.435038846 -1.435038842 -1.435038835
#> [70,] 1.667881960 1.667881959 1.667881958
#> [71,] -0.490356786 -0.490356784 -0.490356781
#> [72,] -0.081950086 -0.081950088 -0.081950090
#> [73,] -0.860433335 -0.860433335 -0.860433335
#> [74,] -0.830235026 -0.830235027 -0.830235029
#> [75,] 0.675541204 0.675541206 0.675541210
#> [76,] -0.228708100 -0.228708100 -0.228708099
#> [77,] 1.037201373 1.037201370 1.037201366
#> [78,] 0.632345504 0.632345506 0.632345508
#> [79,] -1.126687750 -1.126687750 -1.126687751
#> [80,] -0.131014355 -0.131014357 -0.131014359
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> [1,] -0.855149029 -0.855149040 -0.855149058
#> [2,] -0.181242286 -0.181242290 -0.181242298
#> [3,] 0.008855332 0.008855334 0.008855336
#> [4,] 0.002133824 0.002133825 0.002133826
#> [5,] 0.281917009 0.281917007 0.281917005
#> [6,] -1.264300678 -1.264300677 -1.264300677
#> [7,] -1.295816608 -1.295816612 -1.295816618
#> [8,] 0.404863840 0.404863837 0.404863834
#> [9,] 0.129735546 0.129735549 0.129735553
#> [10,] 0.766306643 0.766306639 0.766306633
#> [11,] 1.620633033 1.620633031 1.620633028
#> [12,] -0.723619890 -0.723619884 -0.723619874
#> [13,] 0.718496759 0.718496763 0.718496769
#> [14,] 0.202710674 0.202710674 0.202710674
#> [15,] -0.425574894 -0.425574893 -0.425574891
#> [16,] -0.710701745 -0.710701743 -0.710701738
#> [17,] -0.297835357 -0.297835365 -0.297835377
#> [18,] -0.381500418 -0.381500409 -0.381500395
#> [19,] 0.657335268 0.657335268 0.657335267
#> [20,] 0.014496572 0.014496563 0.014496550
#> [21,] -1.159119281 -1.159119273 -1.159119261
#> [22,] 2.581870906 2.581870909 2.581870914
#> [23,] -0.470418871 -0.470418879 -0.470418892
#> [24,] 0.156603359 0.156603351 0.156603339
#> [25,] -0.249091858 -0.249091863 -0.249091870
#> [26,] 0.208208747 0.208208739 0.208208726
#> [27,] 1.086590093 1.086590083 1.086590068
#> [28,] -0.025262479 -0.025262470 -0.025262456
#> [29,] 0.013494598 0.013494583 0.013494559
#> [30,] 0.435870855 0.435870852 0.435870847
#> [31,] -0.499039599 -0.499039593 -0.499039585
#> [32,] -1.282361658 -1.282361659 -1.282361660
#> [33,] 0.625533315 0.625533326 0.625533342
#> [34,] 0.725091315 0.725091321 0.725091332
#> [35,] -0.189071376 -0.189071374 -0.189071371
#> [36,] 0.067482569 0.067482558 0.067482540
#> [37,] -1.742269391 -1.742269390 -1.742269390
#> [38,] -0.210287715 -0.210287727 -0.210287745
#> [39,] 0.334921877 0.334921888 0.334921905
#> [40,] -1.172278309 -1.172278311 -1.172278314
#> [41,] -1.809128791 -1.809128786 -1.809128778
#> [42,] 0.693957475 0.693957480 0.693957488
#> [43,] 1.136614218 1.136614219 1.136614221
#> [44,] -0.530879549 -0.530879540 -0.530879527
#> [45,] 1.423706951 1.423706953 1.423706957
#> [46,] 0.474176897 0.474176889 0.474176877
#> [47,] 1.027689728 1.027689730 1.027689734
#> [48,] 0.849795850 0.849795843 0.849795834
#> [49,] -0.872161236 -0.872161238 -0.872161241
#> [50,] -0.579317158 -0.579317160 -0.579317163
#> [51,] -1.154113594 -1.154113603 -1.154113617
#> [52,] 0.586962460 0.586962452 0.586962439
#> [53,] 1.304530406 1.304530409 1.304530414
#> [54,] -1.160384733 -1.160384735 -1.160384737
#> [55,] 0.127711457 0.127711479 0.127711513
#> [56,] -0.626372172 -0.626372173 -0.626372175
#> [57,] -0.594414700 -0.594414695 -0.594414687
#> [58,] -0.228125787 -0.228125776 -0.228125758
#> [59,] -0.374122929 -0.374122933 -0.374122939
#> [60,] 0.666712809 0.666712801 0.666712789
#> [61,] 0.006164242 0.006164241 0.006164241
#> [62,] 0.113537959 0.113537967 0.113537980
#> [63,] 0.186892815 0.186892810 0.186892801
#> [64,] 1.013757612 1.013757631 1.013757663
#> [65,] 0.499368681 0.499368689 0.499368703
#> [66,] 0.218234622 0.218234629 0.218234640
#> [67,] -0.140147596 -0.140147607 -0.140147624
#> [68,] 1.002597601 1.002597596 1.002597587
#> [69,] -1.435038824 -1.435038806 -1.435038779
#> [70,] 1.667881956 1.667881952 1.667881946
#> [71,] -0.490356777 -0.490356770 -0.490356760
#> [72,] -0.081950095 -0.081950101 -0.081950112
#> [73,] -0.860433335 -0.860433335 -0.860433336
#> [74,] -0.830235032 -0.830235036 -0.830235043
#> [75,] 0.675541217 0.675541228 0.675541245
#> [76,] -0.228708099 -0.228708099 -0.228708098
#> [77,] 1.037201360 1.037201350 1.037201334
#> [78,] 0.632345512 0.632345519 0.632345530
#> [79,] -1.126687752 -1.126687753 -1.126687756
#> [80,] -0.131014363 -0.131014369 -0.131014378
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> [1,] -0.855149087 -0.855149133 -0.855149206
#> [2,] -0.181242310 -0.181242329 -0.181242360
#> [3,] 0.008855340 0.008855346 0.008855356
#> [4,] 0.002133827 0.002133829 0.002133833
#> [5,] 0.281917000 0.281916993 0.281916982
#> [6,] -1.264300676 -1.264300675 -1.264300673
#> [7,] -1.295816627 -1.295816642 -1.295816666
#> [8,] 0.404863828 0.404863819 0.404863805
#> [9,] 0.129735560 0.129735572 0.129735590
#> [10,] 0.766306623 0.766306607 0.766306582
#> [11,] 1.620633024 1.620633016 1.620633004
#> [12,] -0.723619858 -0.723619832 -0.723619792
#> [13,] 0.718496778 0.718496793 0.718496817
#> [14,] 0.202710674 0.202710673 0.202710672
#> [15,] -0.425574889 -0.425574886 -0.425574880
#> [16,] -0.710701732 -0.710701722 -0.710701705
#> [17,] -0.297835397 -0.297835429 -0.297835480
#> [18,] -0.381500373 -0.381500337 -0.381500281
#> [19,] 0.657335265 0.657335262 0.657335257
#> [20,] 0.014496528 0.014496495 0.014496441
#> [21,] -1.159119242 -1.159119211 -1.159119162
#> [22,] 2.581870922 2.581870935 2.581870955
#> [23,] -0.470418914 -0.470418948 -0.470419002
#> [24,] 0.156603319 0.156603287 0.156603236
#> [25,] -0.249091883 -0.249091903 -0.249091934
#> [26,] 0.208208705 0.208208672 0.208208619
#> [27,] 1.086590044 1.086590005 1.086589944
#> [28,] -0.025262433 -0.025262397 -0.025262340
#> [29,] 0.013494522 0.013494462 0.013494366
#> [30,] 0.435870839 0.435870826 0.435870805
#> [31,] -0.499039572 -0.499039552 -0.499039519
#> [32,] -1.282361661 -1.282361663 -1.282361667
#> [33,] 0.625533368 0.625533410 0.625533477
#> [34,] 0.725091348 0.725091375 0.725091416
#> [35,] -0.189071367 -0.189071359 -0.189071348
#> [36,] 0.067482511 0.067482465 0.067482392
#> [37,] -1.742269389 -1.742269388 -1.742269386
#> [38,] -0.210287774 -0.210287820 -0.210287893
#> [39,] 0.334921932 0.334921975 0.334922043
#> [40,] -1.172278319 -1.172278327 -1.172278340
#> [41,] -1.809128766 -1.809128747 -1.809128716
#> [42,] 0.693957501 0.693957521 0.693957553
#> [43,] 1.136614224 1.136614230 1.136614238
#> [44,] -0.530879505 -0.530879470 -0.530879414
#> [45,] 1.423706963 1.423706972 1.423706986
#> [46,] 0.474176857 0.474176825 0.474176774
#> [47,] 1.027689741 1.027689752 1.027689769
#> [48,] 0.849795818 0.849795793 0.849795754
#> [49,] -0.872161247 -0.872161255 -0.872161269
#> [50,] -0.579317168 -0.579317176 -0.579317189
#> [51,] -1.154113639 -1.154113674 -1.154113730
#> [52,] 0.586962419 0.586962386 0.586962334
#> [53,] 1.304530421 1.304530433 1.304530453
#> [54,] -1.160384742 -1.160384749 -1.160384761
#> [55,] 0.127711569 0.127711657 0.127711797
#> [56,] -0.626372177 -0.626372182 -0.626372188
#> [57,] -0.594414674 -0.594414653 -0.594414620
#> [58,] -0.228125731 -0.228125687 -0.228125616
#> [59,] -0.374122949 -0.374122965 -0.374122989
#> [60,] 0.666712770 0.666712740 0.666712691
#> [61,] 0.006164240 0.006164238 0.006164236
#> [62,] 0.113538000 0.113538032 0.113538083
#> [63,] 0.186892788 0.186892767 0.186892733
#> [64,] 1.013757713 1.013757792 1.013757919
#> [65,] 0.499368724 0.499368759 0.499368814
#> [66,] 0.218234656 0.218234683 0.218234726
#> [67,] -0.140147651 -0.140147693 -0.140147761
#> [68,] 1.002597573 1.002597551 1.002597517
#> [69,] -1.435038734 -1.435038664 -1.435038552
#> [70,] 1.667881937 1.667881923 1.667881899
#> [71,] -0.490356742 -0.490356715 -0.490356672
#> [72,] -0.081950129 -0.081950155 -0.081950198
#> [73,] -0.860433337 -0.860433338 -0.860433341
#> [74,] -0.830235054 -0.830235072 -0.830235100
#> [75,] 0.675541272 0.675541315 0.675541384
#> [76,] -0.228708097 -0.228708095 -0.228708093
#> [77,] 1.037201308 1.037201267 1.037201201
#> [78,] 0.632345547 0.632345573 0.632345616
#> [79,] -1.126687760 -1.126687766 -1.126687775
#> [80,] -0.131014393 -0.131014417 -0.131014455
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> [1,] -0.855149322 -0.855149507 -0.855149802
#> [2,] -0.181242409 -0.181242486 -0.181242610
#> [3,] 0.008855371 0.008855395 0.008855434
#> [4,] 0.002133839 0.002133849 0.002133864
#> [5,] 0.281916965 0.281916937 0.281916893
#> [6,] -1.264300671 -1.264300666 -1.264300659
#> [7,] -1.295816704 -1.295816764 -1.295816860
#> [8,] 0.404863782 0.404863745 0.404863687
#> [9,] 0.129735619 0.129735665 0.129735738
#> [10,] 0.766306543 0.766306480 0.766306379
#> [11,] 1.620632985 1.620632955 1.620632907
#> [12,] -0.723619727 -0.723619625 -0.723619461
#> [13,] 0.718496856 0.718496917 0.718497014
#> [14,] 0.202710671 0.202710669 0.202710665
#> [15,] -0.425574871 -0.425574857 -0.425574834
#> [16,] -0.710701679 -0.710701637 -0.710701570
#> [17,] -0.297835560 -0.297835689 -0.297835894
#> [18,] -0.381500191 -0.381500048 -0.381499820
#> [19,] 0.657335250 0.657335238 0.657335219
#> [20,] 0.014496354 0.014496217 0.014495999
#> [21,] -1.159119084 -1.159118959 -1.159118762
#> [22,] 2.581870988 2.581871040 2.581871122
#> [23,] -0.470419088 -0.470419225 -0.470419444
#> [24,] 0.156603156 0.156603027 0.156602822
#> [25,] -0.249091984 -0.249092064 -0.249092191
#> [26,] 0.208208535 0.208208402 0.208208188
#> [27,] 1.086589846 1.086589690 1.086589441
#> [28,] -0.025262249 -0.025262104 -0.025261872
#> [29,] 0.013494214 0.013493972 0.013493587
#> [30,] 0.435870773 0.435870721 0.435870638
#> [31,] -0.499039466 -0.499039382 -0.499039249
#> [32,] -1.282361672 -1.282361681 -1.282361695
#> [33,] 0.625533583 0.625533752 0.625534021
#> [34,] 0.725091483 0.725091589 0.725091759
#> [35,] -0.189071330 -0.189071300 -0.189071254
#> [36,] 0.067482276 0.067482091 0.067481796
#> [37,] -1.742269383 -1.742269378 -1.742269370
#> [38,] -0.210288010 -0.210288196 -0.210288493
#> [39,] 0.334922152 0.334922326 0.334922603
#> [40,] -1.172278359 -1.172278391 -1.172278441
#> [41,] -1.809128667 -1.809128588 -1.809128464
#> [42,] 0.693957604 0.693957685 0.693957813
#> [43,] 1.136614251 1.136614273 1.136614307
#> [44,] -0.530879325 -0.530879183 -0.530878958
#> [45,] 1.423707010 1.423707047 1.423707105
#> [46,] 0.474176694 0.474176565 0.474176361
#> [47,] 1.027689796 1.027689839 1.027689907
#> [48,] 0.849795691 0.849795591 0.849795431
#> [49,] -0.872161290 -0.872161325 -0.872161380
#> [50,] -0.579317210 -0.579317242 -0.579317294
#> [51,] -1.154113819 -1.154113961 -1.154114188
#> [52,] 0.586962252 0.586962121 0.586961911
#> [53,] 1.304530484 1.304530533 1.304530612
#> [54,] -1.160384779 -1.160384808 -1.160384854
#> [55,] 0.127712020 0.127712375 0.127712940
#> [56,] -0.626372199 -0.626372217 -0.626372244
#> [57,] -0.594414568 -0.594414484 -0.594414351
#> [58,] -0.228125504 -0.228125326 -0.228125042
#> [59,] -0.374123029 -0.374123091 -0.374123191
#> [60,] 0.666712614 0.666712491 0.666712295
#> [61,] 0.006164232 0.006164226 0.006164216
#> [62,] 0.113538164 0.113538293 0.113538499
#> [63,] 0.186892679 0.186892593 0.186892456
#> [64,] 1.013758120 1.013758441 1.013758952
#> [65,] 0.499368902 0.499369042 0.499369264
#> [66,] 0.218234794 0.218234902 0.218235075
#> [67,] -0.140147870 -0.140148042 -0.140148316
#> [68,] 1.002597461 1.002597373 1.002597232
#> [69,] -1.435038373 -1.435038089 -1.435037637
#> [70,] 1.667881862 1.667881804 1.667881710
#> [71,] -0.490356603 -0.490356492 -0.490356317
#> [72,] -0.081950266 -0.081950374 -0.081950546
#> [73,] -0.860433344 -0.860433350 -0.860433359
#> [74,] -0.830235145 -0.830235217 -0.830235330
#> [75,] 0.675541493 0.675541667 0.675541944
#> [76,] -0.228708088 -0.228708081 -0.228708070
#> [77,] 1.037201097 1.037200932 1.037200668
#> [78,] 0.632345684 0.632345793 0.632345966
#> [79,] -1.126687791 -1.126687815 -1.126687854
#> [80,] -0.131014516 -0.131014612 -0.131014766
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> [1,] -0.855150271 -0.855151019 -0.855152209
#> [2,] -0.181242806 -0.181243119 -0.181243618
#> [3,] 0.008855496 0.008855594 0.008855751
#> [4,] 0.002133888 0.002133926 0.002133987
#> [5,] 0.281916823 0.281916711 0.281916533
#> [6,] -1.264300648 -1.264300631 -1.264300603
#> [7,] -1.295817012 -1.295817255 -1.295817642
#> [8,] 0.404863594 0.404863446 0.404863211
#> [9,] 0.129735855 0.129736040 0.129736336
#> [10,] 0.766306220 0.766305965 0.766305560
#> [11,] 1.620632831 1.620632710 1.620632516
#> [12,] -0.723619201 -0.723618786 -0.723618126
#> [13,] 0.718497169 0.718497415 0.718497808
#> [14,] 0.202710660 0.202710651 0.202710638
#> [15,] -0.425574799 -0.425574741 -0.425574651
#> [16,] -0.710701463 -0.710701293 -0.710701023
#> [17,] -0.297836220 -0.297836739 -0.297837565
#> [18,] -0.381499458 -0.381498881 -0.381497961
#> [19,] 0.657335190 0.657335142 0.657335067
#> [20,] 0.014495652 0.014495099 0.014494218
#> [21,] -1.159118446 -1.159117945 -1.159117146
#> [22,] 2.581871253 2.581871461 2.581871793
#> [23,] -0.470419792 -0.470420346 -0.470421229
#> [24,] 0.156602496 0.156601977 0.156601151
#> [25,] -0.249092394 -0.249092716 -0.249093230
#> [26,] 0.208207849 0.208207309 0.208206449
#> [27,] 1.086589045 1.086588415 1.086587411
#> [28,] -0.025261504 -0.025260917 -0.025259983
#> [29,] 0.013492974 0.013491997 0.013490442
#> [30,] 0.435870506 0.435870296 0.435869961
#> [31,] -0.499039037 -0.499038700 -0.499038162
#> [32,] -1.282361718 -1.282361753 -1.282361810
#> [33,] 0.625534450 0.625535132 0.625536219
#> [34,] 0.725092028 0.725092457 0.725093139
#> [35,] -0.189071180 -0.189071062 -0.189070874
#> [36,] 0.067481327 0.067480580 0.067479390
#> [37,] -1.742269358 -1.742269338 -1.742269306
#> [38,] -0.210288965 -0.210289716 -0.210290913
#> [39,] 0.334923043 0.334923745 0.334924862
#> [40,] -1.172278520 -1.172278647 -1.172278849
#> [41,] -1.809128265 -1.809127949 -1.809127445
#> [42,] 0.693958019 0.693958345 0.693958866
#> [43,] 1.136614361 1.136614448 1.136614586
#> [44,] -0.530878599 -0.530878028 -0.530877118
#> [45,] 1.423707199 1.423707348 1.423707586
#> [46,] 0.474176035 0.474175517 0.474174692
#> [47,] 1.027690016 1.027690190 1.027690466
#> [48,] 0.849795178 0.849794773 0.849794130
#> [49,] -0.872161467 -0.872161606 -0.872161828
#> [50,] -0.579317377 -0.579317509 -0.579317719
#> [51,] -1.154114548 -1.154115121 -1.154116034
#> [52,] 0.586961578 0.586961048 0.586960203
#> [53,] 1.304530737 1.304530937 1.304531255
#> [54,] -1.160384928 -1.160385045 -1.160385231
#> [55,] 0.127713840 0.127715273 0.127717555
#> [56,] -0.626372288 -0.626372358 -0.626372469
#> [57,] -0.594414139 -0.594413801 -0.594413264
#> [58,] -0.228124590 -0.228123870 -0.228122724
#> [59,] -0.374123350 -0.374123604 -0.374124007
#> [60,] 0.666711983 0.666711486 0.666710695
#> [61,] 0.006164201 0.006164176 0.006164137
#> [62,] 0.113538827 0.113539348 0.113540178
#> [63,] 0.186892238 0.186891891 0.186891339
#> [64,] 1.013759765 1.013761060 1.013763122
#> [65,] 0.499369618 0.499370183 0.499371081
#> [66,] 0.218235350 0.218235787 0.218236484
#> [67,] -0.140148753 -0.140149449 -0.140150556
#> [68,] 1.002597009 1.002596652 1.002596085
#> [69,] -1.435036916 -1.435035769 -1.435033942
#> [70,] 1.667881561 1.667881323 1.667880945
#> [71,] -0.490356038 -0.490355593 -0.490354886
#> [72,] -0.081950821 -0.081951257 -0.081951952
#> [73,] -0.860433374 -0.860433398 -0.860433435
#> [74,] -0.830235512 -0.830235801 -0.830236261
#> [75,] 0.675542386 0.675543089 0.675544208
#> [76,] -0.228708053 -0.228708025 -0.228707980
#> [77,] 1.037200247 1.037199578 1.037198513
#> [78,] 0.632346241 0.632346679 0.632347377
#> [79,] -1.126687916 -1.126688014 -1.126688171
#> [80,] -0.131015011 -0.131015401 -0.131016021
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> [1,] -0.855154104 -0.855157121 -0.855161925
#> [2,] -0.181244412 -0.181245676 -0.181247688
#> [3,] 0.008856000 0.008856397 0.008857029
#> [4,] 0.002134083 0.002134237 0.002134483
#> [5,] 0.281916250 0.281915798 0.281915080
#> [6,] -1.264300559 -1.264300488 -1.264300375
#> [7,] -1.295818259 -1.295819240 -1.295820802
#> [8,] 0.404862837 0.404862240 0.404861291
#> [9,] 0.129736807 0.129737557 0.129738751
#> [10,] 0.766304915 0.766303888 0.766302253
#> [11,] 1.620632209 1.620631718 1.620630938
#> [12,] -0.723617075 -0.723615401 -0.723612736
#> [13,] 0.718498433 0.718499428 0.718501012
#> [14,] 0.202710616 0.202710581 0.202710525
#> [15,] -0.425574506 -0.425574275 -0.425573908
#> [16,] -0.710700593 -0.710699908 -0.710698818
#> [17,] -0.297838881 -0.297840976 -0.297844312
#> [18,] -0.381496498 -0.381494167 -0.381490457
#> [19,] 0.657334947 0.657334755 0.657334451
#> [20,] 0.014492816 0.014490583 0.014487027
#> [21,] -1.159115874 -1.159113849 -1.159110624
#> [22,] 2.581872321 2.581873163 2.581874503
#> [23,] -0.470422634 -0.470424871 -0.470428434
#> [24,] 0.156599835 0.156597739 0.156594403
#> [25,] -0.249094047 -0.249095349 -0.249097421
#> [26,] 0.208205080 0.208202899 0.208199428
#> [27,] 1.086585814 1.086583269 1.086579218
#> [28,] -0.025258495 -0.025256127 -0.025252355
#> [29,] 0.013487966 0.013484023 0.013477746
#> [30,] 0.435869428 0.435868580 0.435867228
#> [31,] -0.499037306 -0.499035943 -0.499033773
#> [32,] -1.282361900 -1.282362044 -1.282362273
#> [33,] 0.625537949 0.625540703 0.625545089
#> [34,] 0.725094227 0.725095958 0.725098714
#> [35,] -0.189070576 -0.189070100 -0.189069343
#> [36,] 0.067477495 0.067474479 0.067469676
#> [37,] -1.742269256 -1.742269176 -1.742269049
#> [38,] -0.210292818 -0.210295852 -0.210300682
#> [39,] 0.334926641 0.334929473 0.334933982
#> [40,] -1.172279170 -1.172279682 -1.172280497
#> [41,] -1.809126644 -1.809125367 -1.809123334
#> [42,] 0.693959694 0.693961013 0.693963113
#> [43,] 1.136614805 1.136615155 1.136615711
#> [44,] -0.530875670 -0.530873363 -0.530869691
#> [45,] 1.423707964 1.423708567 1.423709526
#> [46,] 0.474173377 0.474171285 0.474167953
#> [47,] 1.027690907 1.027691608 1.027692724
#> [48,] 0.849793105 0.849791473 0.849788875
#> [49,] -0.872162181 -0.872162743 -0.872163638
#> [50,] -0.579318053 -0.579318585 -0.579319433
#> [51,] -1.154117489 -1.154119804 -1.154123490
#> [52,] 0.586958858 0.586956716 0.586953306
#> [53,] 1.304531761 1.304532566 1.304533849
#> [54,] -1.160385528 -1.160386001 -1.160386754
#> [55,] 0.127721189 0.127726975 0.127736187
#> [56,] -0.626372646 -0.626372928 -0.626373377
#> [57,] -0.594412408 -0.594411045 -0.594408875
#> [58,] -0.228120898 -0.228117992 -0.228113365
#> [59,] -0.374124649 -0.374125672 -0.374127300
#> [60,] 0.666709435 0.666707429 0.666704235
#> [61,] 0.006164074 0.006163975 0.006163816
#> [62,] 0.113541500 0.113543606 0.113546958
#> [63,] 0.186890459 0.186889059 0.186886830
#> [64,] 1.013766406 1.013771635 1.013779960
#> [65,] 0.499372511 0.499374788 0.499378415
#> [66,] 0.218237593 0.218239360 0.218242172
#> [67,] -0.140152320 -0.140155128 -0.140159599
#> [68,] 1.002595182 1.002593744 1.002591454
#> [69,] -1.435031033 -1.435026402 -1.435019028
#> [70,] 1.667880343 1.667879385 1.667877859
#> [71,] -0.490353759 -0.490351964 -0.490349107
#> [72,] -0.081953059 -0.081954821 -0.081957628
#> [73,] -0.860433494 -0.860433589 -0.860433740
#> [74,] -0.830236993 -0.830238159 -0.830240016
#> [75,] 0.675545990 0.675548828 0.675553346
#> [76,] -0.228707909 -0.228707796 -0.228707616
#> [77,] 1.037196816 1.037194115 1.037189813
#> [78,] 0.632348488 0.632350258 0.632353075
#> [79,] -1.126688420 -1.126688817 -1.126689449
#> [80,] -0.131017010 -0.131018584 -0.131021090
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> [1,] -0.855169575 -0.855181755 -0.855201148
#> [2,] -0.181250893 -0.181255996 -0.181264121
#> [3,] 0.008858035 0.008859637 0.008862187
#> [4,] 0.002134873 0.002135495 0.002136485
#> [5,] 0.281913935 0.281912113 0.281909211
#> [6,] -1.264300196 -1.264299911 -1.264299456
#> [7,] -1.295823290 -1.295827252 -1.295833559
#> [8,] 0.404859779 0.404857373 0.404853540
#> [9,] 0.129740652 0.129743679 0.129748498
#> [10,] 0.766299650 0.766295505 0.766288904
#> [11,] 1.620629695 1.620627717 1.620624567
#> [12,] -0.723608492 -0.723601736 -0.723590977
#> [13,] 0.718503534 0.718507551 0.718513946
#> [14,] 0.202710437 0.202710295 0.202710070
#> [15,] -0.425573324 -0.425572393 -0.425570911
#> [16,] -0.710697081 -0.710694316 -0.710689914
#> [17,] -0.297849623 -0.297858081 -0.297871547
#> [18,] -0.381484549 -0.381475141 -0.381460163
#> [19,] 0.657333966 0.657333193 0.657331963
#> [20,] 0.014481366 0.014472352 0.014458000
#> [21,] -1.159105489 -1.159097313 -1.159084295
#> [22,] 2.581876636 2.581880032 2.581885441
#> [23,] -0.470434106 -0.470443137 -0.470457518
#> [24,] 0.156589090 0.156580631 0.156567162
#> [25,] -0.249100722 -0.249105976 -0.249114343
#> [26,] 0.208193899 0.208185097 0.208171082
#> [27,] 1.086572768 1.086562497 1.086546145
#> [28,] -0.025246350 -0.025236789 -0.025221565
#> [29,] 0.013467750 0.013451835 0.013426494
#> [30,] 0.435865077 0.435861652 0.435856199
#> [31,] -0.499030318 -0.499024816 -0.499016055
#> [32,] -1.282362638 -1.282363219 -1.282364144
#> [33,] 0.625552073 0.625563193 0.625580898
#> [34,] 0.725103103 0.725110091 0.725121218
#> [35,] -0.189068137 -0.189066217 -0.189063161
#> [36,] 0.067462028 0.067449852 0.067430464
#> [37,] -1.742268846 -1.742268523 -1.742268009
#> [38,] -0.210308373 -0.210320619 -0.210340117
#> [39,] 0.334941163 0.334952595 0.334970799
#> [40,] -1.172281794 -1.172283860 -1.172287149
#> [41,] -1.809120098 -1.809114944 -1.809106739
#> [42,] 0.693966457 0.693971781 0.693980259
#> [43,] 1.136616597 1.136618008 1.136620254
#> [44,] -0.530863844 -0.530854533 -0.530839709
#> [45,] 1.423711053 1.423713485 1.423717357
#> [46,] 0.474162648 0.474154200 0.474140751
#> [47,] 1.027694502 1.027697332 1.027701837
#> [48,] 0.849784738 0.849778151 0.849767663
#> [49,] -0.872165063 -0.872167331 -0.872170943
#> [50,] -0.579320782 -0.579322931 -0.579326351
#> [51,] -1.154129360 -1.154138707 -1.154153588
#> [52,] 0.586947876 0.586939231 0.586925466
#> [53,] 1.304535891 1.304539143 1.304544320
#> [54,] -1.160387953 -1.160389861 -1.160392901
#> [55,] 0.127750856 0.127774212 0.127811400
#> [56,] -0.626374092 -0.626375230 -0.626377042
#> [57,] -0.594405420 -0.594399918 -0.594391159
#> [58,] -0.228105996 -0.228094264 -0.228075585
#> [59,] -0.374129892 -0.374134020 -0.374140591
#> [60,] 0.666699149 0.666691051 0.666678157
#> [61,] 0.006163564 0.006163162 0.006162523
#> [62,] 0.113552295 0.113560793 0.113574324
#> [63,] 0.186883279 0.186877627 0.186868627
#> [64,] 1.013793215 1.013814322 1.013847927
#> [65,] 0.499384188 0.499393382 0.499408019
#> [66,] 0.218246650 0.218253781 0.218265134
#> [67,] -0.140166718 -0.140178054 -0.140196102
#> [68,] 1.002587808 1.002582002 1.002572759
#> [69,] -1.435007286 -1.434988589 -1.434958822
#> [70,] 1.667875429 1.667871560 1.667865399
#> [71,] -0.490344557 -0.490337313 -0.490325779
#> [72,] -0.081962096 -0.081969210 -0.081980537
#> [73,] -0.860433980 -0.860434362 -0.860434970
#> [74,] -0.830242972 -0.830247680 -0.830255175
#> [75,] 0.675560540 0.675571995 0.675590234
#> [76,] -0.228707330 -0.228706874 -0.228706148
#> [77,] 1.037182964 1.037172059 1.037154695
#> [78,] 0.632357560 0.632364703 0.632376075
#> [79,] -1.126690456 -1.126692059 -1.126694611
#> [80,] -0.131025080 -0.131031433 -0.131041548
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> [1,] -0.855232025 -0.855281184 -0.855359443
#> [2,] -0.181277057 -0.181297655 -0.181330451
#> [3,] 0.008866248 0.008872713 0.008883005
#> [4,] 0.002138060 0.002140567 0.002144556
#> [5,] 0.281904591 0.281897234 0.281885519
#> [6,] -1.264298732 -1.264297578 -1.264295739
#> [7,] -1.295843602 -1.295859593 -1.295885053
#> [8,] 0.404847437 0.404837720 0.404822246
#> [9,] 0.129756171 0.129768387 0.129787831
#> [10,] 0.766278396 0.766261666 0.766235033
#> [11,] 1.620619551 1.620611566 1.620598854
#> [12,] -0.723573848 -0.723546577 -0.723503159
#> [13,] 0.718524127 0.718540335 0.718566135
#> [14,] 0.202709710 0.202709134 0.202708210
#> [15,] -0.425568553 -0.425564798 -0.425558822
#> [16,] -0.710682905 -0.710671746 -0.710653980
#> [17,] -0.297892986 -0.297927119 -0.297981456
#> [18,] -0.381436314 -0.381398345 -0.381337897
#> [19,] 0.657330004 0.657326883 0.657321910
#> [20,] 0.014435149 0.014398770 0.014340855
#> [21,] -1.159063568 -1.159030568 -1.158978030
#> [22,] 2.581894052 2.581907762 2.581929590
#> [23,] -0.470480414 -0.470516869 -0.470574906
#> [24,] 0.156545717 0.156511574 0.156457214
#> [25,] -0.249127665 -0.249148877 -0.249182649
#> [26,] 0.208148767 0.208113238 0.208056672
#> [27,] 1.086520109 1.086478657 1.086412668
#> [28,] -0.025197326 -0.025158736 -0.025097300
#> [29,] 0.013386149 0.013321915 0.013219658
#> [30,] 0.435847517 0.435833695 0.435811694
#> [31,] -0.499002107 -0.498979898 -0.498944538
#> [32,] -1.282365616 -1.282367959 -1.282371689
#> [33,] 0.625609087 0.625653967 0.625725414
#> [34,] 0.725138933 0.725167138 0.725212040
#> [35,] -0.189058295 -0.189050550 -0.189038224
#> [36,] 0.067399595 0.067350449 0.067272210
#> [37,] -1.742267190 -1.742265885 -1.742263807
#> [38,] -0.210371161 -0.210420586 -0.210499269
#> [39,] 0.334999782 0.335045926 0.335119391
#> [40,] -1.172292385 -1.172300722 -1.172313995
#> [41,] -1.809093675 -1.809072876 -1.809039763
#> [42,] 0.693993756 0.694015244 0.694049451
#> [43,] 1.136623830 1.136629523 1.136638585
#> [44,] -0.530816108 -0.530778532 -0.530718714
#> [45,] 1.423723523 1.423733340 1.423748972
#> [46,] 0.474119337 0.474085244 0.474030968
#> [47,] 1.027709011 1.027720432 1.027738613
#> [48,] 0.849750965 0.849724381 0.849682062
#> [49,] -0.872176695 -0.872185853 -0.872200435
#> [50,] -0.579331797 -0.579340467 -0.579354267
#> [51,] -1.154177284 -1.154215011 -1.154275079
#> [52,] 0.586903549 0.586868654 0.586813101
#> [53,] 1.304552564 1.304565689 1.304586586
#> [54,] -1.160397739 -1.160405444 -1.160417709
#> [55,] 0.127870609 0.127964877 0.128114952
#> [56,] -0.626379927 -0.626384520 -0.626391828
#> [57,] -0.594377212 -0.594355005 -0.594319650
#> [58,] -0.228045844 -0.227998493 -0.227923110
#> [59,] -0.374151054 -0.374167709 -0.374194221
#> [60,] 0.666657628 0.666624941 0.666572899
#> [61,] 0.006161504 0.006159883 0.006157303
#> [62,] 0.113595869 0.113630173 0.113684789
#> [63,] 0.186854297 0.186831484 0.186795166
#> [64,] 1.013901434 1.013986621 1.014122239
#> [65,] 0.499431326 0.499468433 0.499527509
#> [66,] 0.218283211 0.218311993 0.218357817
#> [67,] -0.140224839 -0.140270593 -0.140343435
#> [68,] 1.002558041 1.002534607 1.002497299
#> [69,] -1.434911426 -1.434835969 -1.434715843
#> [70,] 1.667855590 1.667839973 1.667815111
#> [71,] -0.490307414 -0.490278174 -0.490231621
#> [72,] -0.081998570 -0.082027278 -0.082072977
#> [73,] -0.860435938 -0.860437476 -0.860439921
#> [74,] -0.830267110 -0.830286112 -0.830316366
#> [75,] 0.675619274 0.675665510 0.675739123
#> [76,] -0.228704992 -0.228703151 -0.228700220
#> [77,] 1.037127049 1.037083032 1.037012953
#> [78,] 0.632394183 0.632423014 0.632468918
#> [79,] -1.126698674 -1.126705143 -1.126715441
#> [80,] -0.131057653 -0.131083294 -0.131124112
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> [1,] -0.855484015 -0.855682269 -0.855997697
#> [2,] -0.181382667 -0.181465796 -0.181598130
#> [3,] 0.008899385 0.008925450 0.008966909
#> [4,] 0.002150898 0.002160974 0.002176959
#> [5,] 0.281866863 0.281837153 0.281789834
#> [6,] -1.264292806 -1.264288123 -1.264280634
#> [7,] -1.295925589 -1.295990124 -1.296092858
#> [8,] 0.404797605 0.404758366 0.404695874
#> [9,] 0.129818779 0.129868022 0.129946341
#> [10,] 0.766192641 0.766125179 0.766017857
#> [11,] 1.620578621 1.620546423 1.620495201
#> [12,] -0.723434044 -0.723324039 -0.723148991
#> [13,] 0.718607198 0.718672531 0.718776436
#> [14,] 0.202706719 0.202704298 0.202700325
#> [15,] -0.425549313 -0.425534189 -0.425510150
#> [16,] -0.710625701 -0.710580695 -0.710509086
#> [17,] -0.298067946 -0.298205586 -0.298424553
#> [18,] -0.381241673 -0.381088522 -0.380844830
#> [19,] 0.657313984 0.657301344 0.657281165
#> [20,] 0.014248671 0.014101968 0.013868579
#> [21,] -1.158894396 -1.158761277 -1.158549442
#> [22,] 2.581964340 2.582019655 2.582107691
#> [23,] -0.470667297 -0.470814358 -0.471048385
#> [24,] 0.156370677 0.156232931 0.156013716
#> [25,] -0.249236419 -0.249322018 -0.249458277
#> [26,] 0.207966617 0.207823265 0.207595106
#> [27,] 1.086307627 1.086140458 1.085874493
#> [28,] -0.024999507 -0.024843867 -0.024596233
#> [29,] 0.013056889 0.012797850 0.012385730
#> [30,] 0.435776681 0.435720974 0.435632387
#> [31,] -0.498888242 -0.498798623 -0.498655971
#> [32,] -1.282377623 -1.282387060 -1.282402056
#> [33,] 0.625839143 0.626020140 0.626308109
#> [34,] 0.725283516 0.725397275 0.725578281
#> [35,] -0.189018614 -0.188987430 -0.188937881
#> [36,] 0.067147670 0.066949464 0.066634111
#> [37,] -1.742260495 -1.742255214 -1.742246788
#> [38,] -0.210624516 -0.210823845 -0.211140982
#> [39,] 0.335236338 0.335422478 0.335718682
#> [40,] -1.172335121 -1.172368743 -1.172422236
#> [41,] -1.808987055 -1.808903167 -1.808769693
#> [42,] 0.694103897 0.694190538 0.694328362
#> [43,] 1.136653010 1.136675964 1.136712479
#> [44,] -0.530623500 -0.530471976 -0.530230918
#> [45,] 1.423773861 1.423813489 1.423876582
#> [46,] 0.473944573 0.473807075 0.473588311
#> [47,] 1.027767548 1.027813591 1.027886823
#> [48,] 0.849614703 0.849507511 0.849336990
#> [49,] -0.872223652 -0.872260617 -0.872319468
#> [50,] -0.579376229 -0.579411169 -0.579466729
#> [51,] -1.154370711 -1.154522951 -1.154765276
#> [52,] 0.586724669 0.586583919 0.586359953
#> [53,] 1.304619853 1.304672808 1.304757085
#> [54,] -1.160437235 -1.160468315 -1.160517776
#> [55,] 0.128353846 0.128734063 0.129339047
#> [56,] -0.626403456 -0.626421949 -0.626451336
#> [57,] -0.594263364 -0.594173766 -0.594031161
#> [58,] -0.227803115 -0.227612138 -0.227308272
#> [59,] -0.374236412 -0.374303535 -0.374410270
#> [60,] 0.666490047 0.666358157 0.666148234
#> [61,] 0.006153195 0.006146657 0.006136256
#> [62,] 0.113771741 0.113910161 0.114130485
#> [63,] 0.186737359 0.186645367 0.186499021
#> [64,] 1.014338122 1.014681714 1.015228420
#> [65,] 0.499621556 0.499771253 0.500009483
#> [66,] 0.218430768 0.218546893 0.218731713
#> [67,] -0.140459393 -0.140643966 -0.140937687
#> [68,] 1.002437906 1.002343365 1.002192905
#> [69,] -1.434524629 -1.434220313 -1.433736140
#> [70,] 1.667775534 1.667712542 1.667612308
#> [71,] -0.490157510 -0.490039537 -0.489851780
#> [72,] -0.082145706 -0.082261422 -0.082445450
#> [73,] -0.860443799 -0.860449940 -0.860459630
#> [74,] -0.830364533 -0.830441211 -0.830563260
#> [75,] 0.675856310 0.676042847 0.676339715
#> [76,] -0.228695554 -0.228688125 -0.228676300
#> [77,] 1.036901393 1.036723818 1.036441225
#> [78,] 0.632542002 0.632658351 0.632843555
#> [79,] -1.126731834 -1.126757923 -1.126799431
#> [80,] -0.131189085 -0.131292483 -0.131456983
#> 0.123284673944206 0.196304065004027 0.312571584968824 0.497702356433211
#> [1,] -0.856499315 -0.857296433 -0.858561633 -0.860566016
#> [2,] -0.181808762 -0.182143943 -0.182677123 -0.183524768
#> [3,] 0.009032811 0.009137465 0.009303395 0.009565815
#> [4,] 0.002202268 0.002242200 0.002304857 0.002402303
#> [5,] 0.281714458 0.281594361 0.281402941 0.281097672
#> [6,] -1.264268629 -1.264249310 -1.264218035 -1.264166952
#> [7,] -1.296256376 -1.296516585 -1.296930508 -1.297588568
#> [8,] 0.404596340 0.404437780 0.404185125 0.403782376
#> [9,] 0.130070823 0.130268464 0.130581731 0.131076934
#> [10,] 0.765847216 0.765576127 0.765146042 0.764465169
#> [11,] 1.620413761 1.620284386 1.620079144 1.619754255
#> [12,] -0.722870553 -0.722427925 -0.721724966 -0.720610272
#> [13,] 0.718941567 0.719203706 0.719619097 0.720275473
#> [14,] 0.202693696 0.202682380 0.202662448 0.202625910
#> [15,] -0.425471980 -0.425411473 -0.425315809 -0.425165189
#> [16,] -0.710395202 -0.710214214 -0.709926907 -0.709471641
#> [17,] -0.298772718 -0.299325849 -0.300203447 -0.301592921
#> [18,] -0.380457225 -0.379841115 -0.378862788 -0.377311811
#> [19,] 0.657248906 0.657197215 0.657114086 0.656979665
#> [20,] 0.013497470 0.012907861 0.011972317 0.010490921
#> [21,] -1.158212467 -1.157676733 -1.156825776 -1.155476069
#> [22,] 2.582247763 2.582470530 2.582824563 2.583386574
#> [23,] -0.471420683 -0.472012630 -0.472953007 -0.474444880
#> [24,] 0.155664957 0.155110376 0.154229203 0.152830866
#> [25,] -0.249675138 -0.250020184 -0.250568941 -0.251441052
#> [26,] 0.207232067 0.206654645 0.205736846 0.204279545
#> [27,] 1.085451547 1.084779473 1.083712818 1.082023159
#> [28,] -0.024202408 -0.023576534 -0.022583015 -0.021008737
#> [29,] 0.011730386 0.010689084 0.009036573 0.006419245
#> [30,] 0.435491620 0.435268209 0.434914312 0.434355427
#> [31,] -0.498428949 -0.498067772 -0.497493452 -0.496580938
#> [32,] -1.282425859 -1.282463572 -1.282523145 -1.282616807
#> [33,] 0.626766057 0.627493771 0.628648792 0.630478578
#> [34,] 0.725866163 0.726323719 0.727050169 0.728201577
#> [35,] -0.188859246 -0.188734701 -0.188538061 -0.188229148
#> [36,] 0.066132602 0.065335633 0.064070612 0.062066363
#> [37,] -1.742233327 -1.742211780 -1.742177188 -1.742121400
#> [38,] -0.211645320 -0.212446764 -0.213718839 -0.215734141
#> [39,] 0.336189857 0.336938921 0.338128664 0.340015561
#> [40,] -1.172507301 -1.172642472 -1.172857001 -1.173196829
#> [41,] -1.808557417 -1.808220047 -1.807684463 -1.806835694
#> [42,] 0.694547479 0.694895523 0.695447554 0.696321129
#> [43,] 1.136770532 1.136862744 1.137009004 1.137240466
#> [44,] -0.529847622 -0.529238659 -0.528272434 -0.526742527
#> [45,] 1.423977030 1.424136931 1.424391440 1.424796430
#> [46,] 0.473240411 0.472687550 0.471810006 0.470419674
#> [47,] 1.028003228 1.028188066 1.028481090 1.028944421
#> [48,] 0.849065878 0.848635211 0.847952046 0.846870742
#> [49,] -0.872413155 -0.872562278 -0.872799589 -0.873177107
#> [50,] -0.579555007 -0.579695097 -0.579916959 -0.580267215
#> [51,] -1.155150915 -1.155764426 -1.156739950 -1.158289820
#> [52,] 0.586003714 0.585437436 0.584538174 0.583112379
#> [53,] 1.304891173 1.305104415 1.305443288 1.305981179
#> [54,] -1.160596461 -1.160721573 -1.160920337 -1.161235693
#> [55,] 0.130301266 0.131830639 0.134258886 0.138107837
#> [56,] -0.626497982 -0.626571884 -0.626688625 -0.626872165
#> [57,] -0.593804249 -0.593443335 -0.592869657 -0.591958730
#> [58,] -0.226825000 -0.226056933 -0.224837581 -0.222905175
#> [59,] -0.374579854 -0.374848954 -0.375275101 -0.375947781
#> [60,] 0.665814192 0.665282844 0.664438160 0.663096652
#> [61,] 0.006119719 0.006093444 0.006051752 0.005985736
#> [62,] 0.114481098 0.115038856 0.115925654 0.117334370
#> [63,] 0.186266331 0.185896667 0.185310192 0.184381726
#> [64,] 1.016097946 1.017479986 1.019674291 1.023152379
#> [65,] 0.500388481 0.500991118 0.501948571 0.503467768
#> [66,] 0.219025784 0.219493488 0.220236834 0.221416993
#> [67,] -0.141404946 -0.142147869 -0.143328071 -0.145200367
#> [68,] 1.001953521 1.001572838 1.000967904 1.000007764
#> [69,] -1.432966172 -1.431742625 -1.429800600 -1.426723982
#> [70,] 1.667452876 1.667199442 1.666796984 1.666158881
#> [71,] -0.489553039 -0.489077921 -0.488322820 -0.487124077
#> [72,] -0.082737901 -0.083202123 -0.083937654 -0.085099672
#> [73,] -0.860474839 -0.860498498 -0.860534764 -0.860588980
#> [74,] -0.830757488 -0.831066477 -0.831557774 -0.832338284
#> [75,] 0.676812029 0.677563118 0.678756614 0.680650804
#> [76,] -0.228657481 -0.228627537 -0.228579915 -0.228504231
#> [77,] 1.035991648 1.035276789 1.034141044 1.032338953
#> [78,] 0.633138312 0.633607294 0.634353146 0.635538469
#> [79,] -1.126865439 -1.126970329 -1.127136805 -1.127400524
#> [80,] -0.131718557 -0.132134155 -0.132793631 -0.133837978
#> 0.792482898353919 1.26185688306602 2.00923300256505 3.19926713779738
#> [1,] -0.863732044 -0.868709621 -0.876478167 -0.8884654656
#> [2,] -0.184871058 -0.187006012 -0.190382970 -0.1957016712
#> [3,] 0.009979179 0.010626191 0.011628812 0.0131581323
#> [4,] 0.002551663 0.002775125 0.003095878 0.0035228689
#> [5,] 0.280610444 0.279831914 0.278586119 0.2765896902
#> [6,] -1.264082414 -1.263939931 -1.263694003 -1.2632575614
#> [7,] -1.298633777 -1.300291395 -1.302913781 -1.3070457178
#> [8,] 0.403140009 0.402114683 0.400476661 0.3978581732
#> [9,] 0.131856406 0.133075109 0.134960519 0.1378297037
#> [10,] 0.763390923 0.761705104 0.759081792 0.7550531974
#> [11,] 1.619241741 1.618437637 1.617186801 1.6152668403
#> [12,] -0.718846965 -0.716068289 -0.711715815 -0.7049617598
#> [13,] 0.721307990 0.722920750 0.725412046 0.7291947255
#> [14,] 0.202555778 0.202414669 0.202118681 0.2014792959
#> [15,] -0.424929602 -0.424564925 -0.424009528 -0.4231847103
#> [16,] -0.708752265 -0.707620609 -0.705852703 -0.7031202645
#> [17,] -0.303785526 -0.307227404 -0.312586211 -0.3208241156
#> [18,] -0.374859294 -0.370996883 -0.364952685 -0.3555877605
#> [19,] 0.656760509 0.656398949 0.655792775 0.6547559516
#> [20,] 0.008152813 0.004481396 -0.001237645 -0.0100364541
#> [21,] -1.153340177 -1.149972343 -1.144692093 -1.1364866593
#> [22,] 2.584277146 2.585684354 2.587897927 2.5913553095
#> [23,] -0.476806600 -0.480532657 -0.486379906 -0.4954797384
#> [24,] 0.150616263 0.147119979 0.141627769 0.1330678010
#> [25,] -0.252825470 -0.255019078 -0.258484421 -0.2639319619
#> [26,] 0.201969439 0.198317082 0.192566570 0.1835718726
#> [27,] 1.079354715 1.075160578 1.068617610 1.0585284714
#> [28,] -0.018521331 -0.014608818 -0.008498052 0.0009417129
#> [29,] 0.002286672 -0.004206452 -0.014330432 -0.0299285736
#> [30,] 0.433477071 0.432107115 0.429995864 0.4268023880
#> [31,] -0.495132935 -0.492839898 -0.489220545 -0.4835376164
#> [32,] -1.282762959 -1.282988295 -1.283329109 -1.2838289379
#> [33,] 0.633368705 0.637912250 0.645002822 0.6559428556
#> [34,] 0.730021631 0.732886485 0.737366210 0.7442999391
#> [35,] -0.187747737 -0.187007071 -0.185890772 -0.1842634506
#> [36,] 0.058900180 0.053921461 0.046148979 0.0341506077
#> [37,] -1.742030819 -1.741882309 -1.741635612 -1.7412192161
#> [38,] -0.218917491 -0.223922534 -0.231734682 -0.2437916554
#> [39,] 0.343001167 0.347707934 0.355085528 0.3665465984
#> [40,] -1.173733514 -1.174577080 -1.175893225 -1.1779234332
#> [41,] -1.805494314 -1.803383582 -1.800084504 -1.7949809344
#> [42,] 0.697698548 0.699858074 0.703213764 0.7083567225
#> [43,] 1.137605458 1.138177795 1.139067494 1.1404322366
#> [44,] -0.524328028 -0.520537086 -0.514632885 -0.5055515806
#> [45,] 1.425440602 1.426464462 1.428089658 1.4306630831
#> [46,] 0.468223342 0.464769702 0.459377973 0.4510539066
#> [47,] 1.029674041 1.030815573 1.032583446 1.0352780514
#> [48,] 0.845165256 0.842490098 0.838330095 0.8319473691
#> [49,] -0.873777308 -0.874730574 -0.876241895 -0.8786302838
#> [50,] -0.580817398 -0.581674813 -0.582994542 -0.5849870460
#> [51,] -1.160748946 -1.164642575 -1.170786865 -1.1804309706
#> [52,] 0.580857406 0.577305102 0.571743742 0.5631210831
#> [53,] 1.306833399 1.308179693 1.310296735 1.3136018374
#> [54,] -1.161734968 -1.162522768 -1.163759196 -1.1656833801
#> [55,] 0.144192498 0.153771249 0.168751722 0.1919418879
#> [56,] -0.627158562 -0.627600123 -0.628267958 -0.6292473558
#> [57,] -0.590514673 -0.588231484 -0.584636698 -0.5790148024
#> [58,] -0.219851197 -0.215045714 -0.207535797 -0.1959236858
#> [59,] -0.377004214 -0.378650018 -0.381181745 -0.3850001131
#> [60,] 0.660969344 0.657604106 0.652300954 0.6439944664
#> [61,] 0.005881551 0.005717995 0.005463407 0.0050724898
#> [62,] 0.119569060 0.123106151 0.128684917 0.1374343946
#> [63,] 0.182916794 0.180617675 0.177039209 0.1715406881
#> [64,] 1.028650633 1.037305868 1.050840926 1.0717901222
#> [65,] 0.505873319 0.509669929 0.515631234 0.5249162330
#> [66,] 0.223287422 0.226243788 0.230896511 0.2381697183
#> [67,] -0.148164195 -0.152839905 -0.160176782 -0.1715935204
#> [68,] 0.998486711 0.996084221 0.992307208 0.9864124596
#> [69,] -1.421864365 -1.414224306 -1.402300780 -1.3839030638
#> [70,] 1.665149695 1.663559954 1.661071322 1.6572136560
#> [71,] -0.485224385 -0.482222247 -0.477498677 -0.4701176226
#> [72,] -0.086927038 -0.089779920 -0.094183345 -0.1008604477
#> [73,] -0.860666508 -0.860768220 -0.860877307 -0.8609254840
#> [74,] -0.833576592 -0.835537013 -0.838630079 -0.8434838090
#> [75,] 0.683651287 0.688389722 0.695836807 0.7074525257
#> [76,] -0.228384092 -0.228193742 -0.227893080 -0.2274206044
#> [77,] 1.029485454 1.024981795 1.017909935 1.0068935188
#> [78,] 0.637420045 0.640401346 0.645111127 0.6525159007
#> [79,] -1.127817032 -1.128471721 -1.129493110 -1.1310680340
#> [80,] -0.135486511 -0.138075647 -0.142109949 -0.1483190245
#> 5.09413801481639 8.11130830789686 12.9154966501488 20.5651230834865
#> [1,] -0.906643176 -0.933497750 -0.971693573 -1.023224875
#> [2,] -0.204018320 -0.216863910 -0.236296908 -0.264709519
#> [3,] 0.015433771 0.018691912 0.023087347 0.028499752
#> [4,] 0.004009532 0.004361825 0.004072090 0.002105991
#> [5,] 0.273388564 0.268268968 0.260161904 0.247623963
#> [6,] -1.262461556 -1.260981715 -1.258227172 -1.253229465
#> [7,] -1.313512717 -1.323522004 -1.338728850 -1.361143130
#> [8,] 0.393674946 0.387019765 0.376558785 0.360546179
#> [9,] 0.142086472 0.148163295 0.156357315 0.166536079
#> [10,] 0.748991684 0.740150971 0.727840487 0.711803096
#> [11,] 1.612379829 1.608171803 1.602313369 1.594670043
#> [12,] -0.694631194 -0.679171611 -0.656769847 -0.625762583
#> [13,] 0.734788633 0.742740143 0.753411664 0.766636021
#> [14,] 0.200081507 0.197054389 0.190718252 0.178248197
#> [15,] -0.422005821 -0.420413352 -0.418423939 -0.416161419
#> [16,] -0.698965186 -0.692797061 -0.683950355 -0.671844413
#> [17,] -0.333244246 -0.351434133 -0.376980137 -0.410843461
#> [18,] -0.341298245 -0.319994743 -0.289304716 -0.247199154
#> [19,] 0.652944167 0.649723907 0.643980161 0.633943419
#> [20,] -0.023319808 -0.042815932 -0.070291550 -0.106908165
#> [21,] -1.123909479 -1.105030188 -1.077557928 -1.039326032
#> [22,] 2.596695655 2.604803270 2.616792054 2.633839878
#> [23,] -0.509460333 -0.530523701 -0.561351142 -0.604630473
#> [24,] 0.119889435 0.099982085 0.070761749 0.029646783
#> [25,] -0.272426545 -0.285496875 -0.305173248 -0.333782032
#> [26,] 0.169647086 0.148432705 0.116895167 0.071691946
#> [27,] 1.043246130 1.020708862 0.988743318 0.945806116
#> [28,] 0.015279922 0.036511670 0.066802269 0.107810726
#> [29,] -0.053526601 -0.088265852 -0.137419089 -0.203239105
#> [30,] 0.422108946 0.415505114 0.406792658 0.396309148
#> [31,] -0.474689347 -0.461096939 -0.440657654 -0.410922612
#> [32,] -1.284526308 -1.285422292 -1.286419254 -1.287245787
#> [33,] 0.672530828 0.697036179 0.731897936 0.778965546
#> [34,] 0.754866776 0.770604175 0.793282835 0.824526398
#> [35,] -0.182017320 -0.179191467 -0.176195020 -0.174083323
#> [36,] 0.015945098 -0.010972858 -0.049298332 -0.101059672
#> [37,] -1.740504905 -1.739266430 -1.737127981 -1.733543011
#> [38,] -0.262082891 -0.289130569 -0.327678880 -0.379903720
#> [39,] 0.384109034 0.410472269 0.448872520 0.502482811
#> [40,] -1.181001670 -1.185552545 -1.192045946 -1.200886124
#> [41,] -1.787207109 -1.775629629 -1.758920526 -1.735785293
#> [42,] 0.716074796 0.727300188 0.742907561 0.763309471
#> [43,] 1.142484372 1.145482480 1.149692492 1.155311618
#> [44,] -0.491846930 -0.471742581 -0.443425452 -0.405697944
#> [45,] 1.434719186 1.441056066 1.450793937 1.465322874
#> [46,] 0.438419364 0.419721707 0.393041960 0.356832829
#> [47,] 1.039285253 1.045025045 1.052799562 1.062511166
#> [48,] 0.822353434 0.808369612 0.788877443 0.763341929
#> [49,] -0.882382562 -0.888214000 -0.897101264 -0.910200062
#> [50,] -0.587907580 -0.592002136 -0.597381750 -0.603835008
#> [51,] -1.195439404 -1.218479791 -1.253098023 -1.303411870
#> [52,] 0.549950584 0.530285247 0.501892393 0.462817900
#> [53,] 1.318704235 1.326447348 1.337899974 1.354220148
#> [54,] -1.168638255 -1.173082654 -1.179558182 -1.188557819
#> [55,] 0.227282666 0.279886457 0.355537114 0.459199803
#> [56,] -0.630613729 -0.632368861 -0.634320021 -0.635929459
#> [57,] -0.570316694 -0.557087084 -0.537497000 -0.509648548
#> [58,] -0.178259359 -0.152039911 -0.114491759 -0.063352434
#> [59,] -0.390586141 -0.398388748 -0.408565166 -0.420592448
#> [60,] 0.631107359 0.611409177 0.581982014 0.539507959
#> [61,] 0.004485319 0.003634392 0.002471673 0.001032166
#> [62,] 0.151034245 0.171875687 0.203113796 0.248371730
#> [63,] 0.163255858 0.151131330 0.134113817 0.111549511
#> [64,] 1.103704997 1.151176196 1.219348344 1.312505585
#> [65,] 0.539197970 0.560748414 0.592348343 0.636805002
#> [66,] 0.249420578 0.266545975 0.291986855 0.328455326
#> [67,] -0.189131381 -0.215551782 -0.254223615 -0.308549699
#> [68,] 0.977315747 0.963516725 0.943113820 0.914047489
#> [69,] -1.356006866 -1.314800685 -1.256206657 -1.177189854
#> [70,] 1.651324573 1.642542689 1.629899455 1.612601064
#> [71,] -0.458706880 -0.441354241 -0.415611621 -0.378785663
#> [72,] -0.110712603 -0.124662762 -0.143254485 -0.165992703
#> [73,] -0.860715304 -0.859762882 -0.857035226 -0.850649909
#> [74,] -0.851035212 -0.862625349 -0.880041958 -0.905383152
#> [75,] 0.725357144 0.752455903 0.792350552 0.848740108
#> [76,] -0.226684476 -0.225554035 -0.223859524 -0.221417269
#> [77,] 0.989941936 0.964339020 0.926721249 0.873591173
#> [78,] 0.664067505 0.681861911 0.708719829 0.747974234
#> [79,] -1.133452874 -1.136965800 -1.141931699 -1.148545175
#> [80,] -0.157696111 -0.171460021 -0.190838616 -0.216568794
#> 32.7454916287773 52.1400828799967 83.0217568131974 132.194114846603
#> [1,] -1.0880837279 -1.163061657 -1.241795573 -1.316623e+00
#> [2,] -0.3041085508 -0.354764723 -0.413864051 -4.755559e-01
#> [3,] 0.0342868302 0.039195139 0.041742800 4.105708e-02
#> [4,] -0.0031825445 -0.013661360 -0.030370812 -5.240149e-02
#> [5,] 0.2290778381 0.203504855 0.171444147 1.355398e-01
#> [6,] -1.2446710128 -1.231277645 -1.212631397 -1.189921e+00
#> [7,] -1.3926563526 -1.434023398 -1.483618975 -1.537033e+00
#> [8,] 0.3371959581 0.305619569 0.267020371 2.250717e-01
#> [9,] 0.1778171330 0.188528495 0.196757642 2.013061e-01
#> [10,] 0.6927344864 0.672579311 0.654066114 6.394752e-01
#> [11,] 1.5855266923 1.575698054 1.566309431 1.558299e+00
#> [12,] -0.5854309199 -0.536975119 -0.483998324 -4.317474e-01
#> [13,] 0.7814088306 0.795989929 0.808605050 8.182755e-01
#> [14,] 0.1558344561 0.120039715 0.070306339 1.077891e-02
#> [15,] -0.4137679111 -0.411138514 -0.407718602 -4.028153e-01
#> [16,] -0.6562562586 -0.637625883 -0.617209307 -5.968752e-01
#> [17,] -0.4525051910 -0.499406330 -0.547363030 -5.919617e-01
#> [18,] -0.1931322978 -0.129314871 -0.061099051 4.445879e-03
#> [19,] 0.6173096071 0.592069714 0.558051307 5.180607e-01
#> [20,] -0.1522987707 -0.203859333 -0.256985592 -3.064845e-01
#> [21,] -0.9892750097 -0.928713175 -0.862017264 -7.957701e-01
#> [22,] 2.6567688994 2.685392811 2.717980913 2.751431e+00
#> [23,] -0.6620197233 -0.732689674 -0.812260119 -8.933338e-01
#> [24,] -0.0248638973 -0.091666469 -0.166034323 -2.404491e-01
#> [25,] -0.3732480728 -0.423831462 -0.482882722 -5.448469e-01
#> [26,] 0.0101980955 -0.067763018 -0.158250028 -2.531717e-01
#> [27,] 0.8921228286 0.830655812 0.766919236 7.072329e-01
#> [28,] 0.1595771018 0.219448182 0.282026933 3.407911e-01
#> [29,] -0.2852278817 -0.378708371 -0.475163878 -5.649323e-01
#> [30,] 0.3851945060 0.375232834 0.368081542 3.643804e-01
#> [31,] -0.3697415538 -0.316498179 -0.253482902 -1.862076e-01
#> [32,] -1.2874408450 -1.286510841 -1.284255969 -1.280996e+00
#> [33,] 0.8383021925 0.907083880 0.979573038 1.048725e+00
#> [34,] 0.8651412743 0.914341811 0.969296515 1.025448e+00
#> [35,] -0.1746322673 -0.179798652 -0.190525157 -2.057763e-01
#> [36,] -0.1662520971 -0.241582069 -0.320492537 -3.951115e-01
#> [37,] -1.7279024853 -1.719870915 -1.709832422 -1.699002e+00
#> [38,] -0.4461699974 -0.523875026 -0.607306295 -6.890168e-01
#> [39,] 0.5731796460 0.659883952 0.757380204 8.568977e-01
#> [40,] -1.2122491986 -1.225937389 -1.241314882 -1.257332e+00
#> [41,] -1.7053676907 -1.667771001 -1.624551424 -1.578881e+00
#> [42,] 0.7879511874 0.815058762 0.842019640 8.662995e-01
#> [43,] 1.1623771053 1.170704511 1.179870546 1.189229e+00
#> [44,] -0.3588888235 -0.305506481 -0.249951340 -1.972020e-01
#> [45,] 1.4859684305 1.513248280 1.545983831 1.581078e+00
#> [46,] 0.3107753376 0.256595867 0.198206518 1.407944e-01
#> [47,] 1.0733422110 1.083697482 1.091734632 1.096310e+00
#> [48,] 0.7325040909 0.698784710 0.665804434 6.370186e-01
#> [49,] -0.9285134745 -0.952265950 -0.980277493 -1.009943e+00
#> [50,] -0.6106948791 -0.616966974 -0.621774334 -6.247936e-01
#> [51,] -1.3730126522 -1.462865700 -1.568992874 -1.681996e+00
#> [52,] 0.4124336870 0.352639076 0.288286106 2.259510e-01
#> [53,] 1.3763053367 1.404229692 1.436699693 1.470991e+00
#> [54,] -1.2002576607 -1.214188715 -1.229118895 -1.243409e+00
#> [55,] 0.5923797934 0.750208027 0.920449778 1.086419e+00
#> [56,] -0.6362729433 -0.634328068 -0.629603330 -6.226231e-01
#> [57,] -0.4723360880 -0.426183371 -0.374447201 -3.224518e-01
#> [58,] 0.0018131964 0.078283610 0.159944505 2.389125e-01
#> [59,] -0.4329966169 -0.443664593 -0.450887499 -4.543575e-01
#> [60,] 0.4811812953 0.406367684 0.318385767 2.248584e-01
#> [61,] -0.0004640615 -0.001532851 -0.001519542 4.654104e-05
#> [62,] 0.3107454464 0.390953588 0.485343680 5.855379e-01
#> [63,] 0.0837120720 0.052124705 0.019306117 -1.198635e-02
#> [64,] 1.4315991153 1.571625713 1.721020920 1.864779e+00
#> [65,] 0.6958862680 0.768837244 0.851326330 9.359666e-01
#> [66,] 0.3781589260 0.441463294 0.515510699 5.939889e-01
#> [67,] -0.3807073722 -0.469858818 -0.570772338 -6.743116e-01
#> [68,] 0.8747415903 0.825166468 0.767872004 7.080102e-01
#> [69,] -1.0778140000 -0.963085651 -0.842856015 -7.289052e-01
#> [70,] 1.5905373898 1.564822520 1.537869073 1.512624e+00
#> [71,] -0.3287395963 -0.265248684 -0.191353058 -1.134885e-01
#> [72,] -0.1907456465 -0.213930658 -0.231941146 -2.429880e-01
#> [73,] -0.8378431406 -0.815742412 -0.783124020 -7.420872e-01
#> [74,] -0.9405469231 -0.986226264 -1.040719514 -1.099504e+00
#> [75,] 0.9240028652 1.017104070 1.122027306 1.228578e+00
#> [76,] -0.2181030909 -0.213971818 -0.209347009 -2.047582e-01
#> [77,] 0.8025141825 0.713915764 0.612616785 5.076008e-01
#> [78,] 0.8026218323 0.873638810 0.958060784 1.048492e+00
#> [79,] -1.1566505286 -1.165547067 -1.174054745 -1.180982e+00
#> [80,] -0.2481559799 -0.283294791 -0.318135740 -3.486724e-01
#> 210.490414451202 335.160265093883 533.66992312063 849.753435908644
#> [1,] -1.381275116 -1.432640116 -1.470742138 -1.497560399
#> [2,] -0.533057327 -0.581389432 -0.618679509 -0.645624761
#> [3,] 0.037488413 0.032342693 0.027032955 0.022463878
#> [4,] -0.076866230 -0.100267688 -0.120079726 -0.135352103
#> [5,] 0.099835981 0.068107489 0.042511463 0.023386605
#> [6,] -1.165817204 -1.143325927 -1.124531630 -1.110140490
#> [7,] -1.588409147 -1.632830188 -1.667900560 -1.693685453
#> [8,] 0.184664806 0.149820087 0.122418287 0.102346406
#> [9,] 0.202290976 0.200862329 0.198393265 0.195872113
#> [10,] 0.629591088 0.623741657 0.620636447 0.619111905
#> [11,] 1.552058501 1.547488326 1.544270267 1.542066045
#> [12,] -0.385232562 -0.347485590 -0.319103036 -0.298964528
#> [13,] 0.825037353 0.829511022 0.832396324 0.834239695
#> [14,] -0.050818459 -0.106779806 -0.152448353 -0.186768418
#> [15,] -0.396317721 -0.388983240 -0.381931580 -0.375984592
#> [16,] -0.578517489 -0.563403333 -0.551898263 -0.543658976
#> [17,] -0.630001101 -0.660108592 -0.682501267 -0.698349709
#> [18,] 0.061221475 0.106121899 0.139145188 0.162171560
#> [19,] 0.477154563 0.440298624 0.410412621 0.388062405
#> [20,] -0.348392031 -0.381023445 -0.404783242 -0.421244889
#> [21,] -0.736410369 -0.687963760 -0.651363841 -0.625299880
#> [22,] 2.782334587 2.808244897 2.828261681 2.842766934
#> [23,] -0.967932743 -1.030361932 -1.078552457 -1.113460540
#> [24,] -0.307371909 -0.362033047 -0.403291933 -0.432631009
#> [25,] -0.603131053 -0.652666971 -0.691305463 -0.719486404
#> [26,] -0.342797187 -0.419415469 -0.479539399 -0.523617826
#> [27,] 0.656431897 0.616607228 0.587375567 0.566956797
#> [28,] 0.390582642 0.429179948 0.457086986 0.476281845
#> [29,] -0.640728834 -0.699581339 -0.742345545 -0.771940734
#> [30,] 0.363557866 0.364432713 0.365932917 0.367413575
#> [31,] -0.121762042 -0.066061880 -0.022009398 0.010459489
#> [32,] -1.277414274 -1.274151664 -1.271545515 -1.269640368
#> [33,] 1.108659468 1.156368707 1.191791563 1.216730439
#> [34,] 1.077739215 1.122238351 1.157176162 1.182853122
#> [35,] -0.222896066 -0.239058373 -0.252478683 -0.262637995
#> [36,] -0.459109024 -0.509511234 -0.546575535 -0.572466936
#> [37,] -1.688898524 -1.680596399 -1.674410509 -1.670103205
#> [38,] -0.762130024 -0.822299293 -0.868348565 -0.901581033
#> [39,] 0.948845049 1.026181486 1.086165653 1.129787160
#> [40,] -1.272681917 -1.286154104 -1.297024936 -1.305186809
#> [41,] -1.534929913 -1.496472103 -1.465629087 -1.442616595
#> [42,] 0.886279696 0.901516932 0.912460655 0.919979702
#> [43,] 1.198010680 1.205555809 1.211525563 1.215935308
#> [44,] -0.151260754 -0.114233665 -0.086307359 -0.066346495
#> [45,] 1.614554616 1.643218616 1.665641014 1.682001054
#> [46,] 0.089225644 0.046642016 0.013960411 -0.009675452
#> [47,] 1.097557924 1.096571379 1.094614992 1.092574693
#> [48,] 0.614391359 0.598065096 0.586989830 0.579763219
#> [49,] -1.038099415 -1.062242258 -1.081225660 -1.095163420
#> [50,] -0.626289146 -0.626796322 -0.626804289 -0.626628232
#> [51,] -1.789920028 -1.882924240 -1.956293233 -2.010262914
#> [52,] 0.171477323 0.128020401 0.095809854 0.073208365
#> [53,] 1.503697818 1.531963936 1.554361170 1.570906657
#> [54,] -1.255684171 -1.265297995 -1.272307186 -1.277161671
#> [55,] 1.232887944 1.351072197 1.439645033 1.502383981
#> [56,] -0.614712287 -0.607247840 -0.601073729 -0.596420142
#> [57,] -0.275578294 -0.237245303 -0.208291860 -0.187695106
#> [58,] 0.308287866 0.364227467 0.406234574 0.436082706
#> [59,] -0.455099108 -0.454510792 -0.453582353 -0.452760359
#> [60,] 0.135478308 0.058306572 -0.002711472 -0.047688279
#> [61,] 0.003072157 0.006906409 0.010748802 0.014042905
#> [62,] 0.680988737 0.763075785 0.827726091 0.875221569
#> [63,] -0.039518534 -0.062009324 -0.079201127 -0.091627933
#> [64,] 1.989964863 2.089783482 2.163889161 2.216019570
#> [65,] 1.014635121 1.081257632 1.133295001 1.171374680
#> [66,] 0.668929490 0.733681434 0.784951121 0.822797750
#> [67,] -0.770316422 -0.851245953 -0.914099492 -0.959841965
#> [68,] 0.651733317 0.603848948 0.566444482 0.539130575
#> [69,] -0.630756198 -0.553017544 -0.495503263 -0.455104153
#> [70,] 1.491370064 1.475021045 1.463282347 1.455251442
#> [71,] -0.039580466 0.023924281 0.073973202 0.110787341
#> [72,] -0.247738359 -0.248330558 -0.246944187 -0.245033708
#> [73,] -0.697830246 -0.656264101 -0.621470532 -0.594836105
#> [74,] -1.156454230 -1.206193519 -1.245873063 -1.275310714
#> [75,] 1.325959765 1.406769778 1.468630081 1.513122350
#> [76,] -0.200717353 -0.197511075 -0.195164825 -0.193542910
#> [77,] 0.409272750 0.325682110 0.260320818 0.212510874
#> [78,] 1.135322159 1.210487497 1.269998276 1.313892825
#> [79,] -1.185713908 -1.188404658 -1.189659240 -1.190107223
#> [80,] -0.372424296 -0.389106206 -0.399976782 -0.406747108
#> 1353.04777457981 2154.43469003189 3430.46928631491 5462.27721768434
#> [1,] -1.51573301 -1.5277274104 -1.535505548 -1.540491491
#> [2,] -0.66419784 -0.6765912431 -0.684684044 -0.689894461
#> [3,] 0.01895304 0.0164447512 0.014734824 0.013603649
#> [4,] -0.14635035 -0.1539049002 -0.158931767 -0.162207639
#> [5,] 0.00988624 0.0007298655 -0.005314194 -0.009233066
#> [6,] -1.09981210 -1.0927300967 -1.088022038 -1.084955482
#> [7,] -1.71167945 -1.7237879698 -1.731739003 -1.736876758
#> [8,] 0.08838044 0.0790024213 0.072853307 0.068883728
#> [9,] 0.19377239 0.1922056757 0.191110560 0.190375190
#> [10,] 0.61839868 0.6180720941 0.617922261 0.617852026
#> [11,] 1.54058964 1.5396188190 1.538989571 1.538585984
#> [12,] -0.28525569 -0.2761842562 -0.270293057 -0.266513523
#> [13,] 0.83541275 0.8361571146 0.836628206 0.836925678
#> [14,] -0.21106391 -0.2275649198 -0.238464804 -0.245534722
#> [15,] -0.37143373 -0.3681803200 -0.365958746 -0.364486839
#> [16,] -0.53801376 -0.5342619360 -0.531818505 -0.530248054
#> [17,] -0.70915156 -0.7163159086 -0.720978807 -0.723975433
#> [18,] 0.17764604 0.1877940242 0.194344379 0.198529992
#> [19,] 0.37229712 0.3616166607 0.354573687 0.350010632
#> [20,] -0.43226287 -0.4394697158 -0.444113996 -0.447078561
#> [21,] -0.60751009 -0.5957163172 -0.588047585 -0.583123618
#> [22,] 2.85279529 2.8595037648 2.863892531 2.866721845
#> [23,] -1.13758900 -1.1537271259 -1.164283648 -1.171088581
#> [24,] -0.45262770 -0.4658693029 -0.474472230 -0.479992828
#> [25,] -0.73905129 -0.7521740869 -0.760773572 -0.766323246
#> [26,] -0.55434121 -0.5750068007 -0.588575310 -0.597342937
#> [27,] 0.55319208 0.5441378406 0.538279153 0.534528835
#> [28,] 0.48904942 0.4973609648 0.502698970 0.506098483
#> [29,] -0.79173989 -0.8046889790 -0.813033931 -0.818361083
#> [30,] 0.36861271 0.3694896502 0.370094326 0.370496735
#> [31,] 0.03317088 0.0484823604 0.058550252 0.065061939
#> [32,] -1.26832537 -1.2674498433 -1.266879774 -1.266513648
#> [33,] 1.23362845 1.2447797151 1.252009892 1.256643964
#> [34,] 1.20079848 1.2128960984 1.220852179 1.225999052
#> [35,] -0.26984997 -0.2747526517 -0.277991798 -0.280092705
#> [36,] -0.58990762 -0.6013691556 -0.608779463 -0.613520082
#> [37,] -1.66722971 -1.6653609115 -1.664163174 -1.663401911
#> [38,] -0.92452079 -0.9398592317 -0.949893269 -0.956362366
#> [39,] 1.16002624 1.1802926575 1.193567822 1.202132940
#> [40,] -1.31097956 -1.3149260468 -1.317539686 -1.319238174
#> [41,] -1.42636772 -1.4153395155 -1.408054963 -1.403329305
#> [42,] 0.92498769 0.9282541561 0.930355696 0.931695868
#> [43,] 1.21902660 1.2211141746 1.222488435 1.223377962
#> [44,] -0.05265150 -0.0435291568 -0.037575577 -0.033742823
#> [45,] 1.69335202 1.7009589641 1.705940097 1.709152829
#> [46,] -0.02601606 -0.0369537014 -0.044113949 -0.048732425
#> [47,] 1.09086746 1.0895928442 1.088702266 1.088104575
#> [48,] 0.57514813 0.5722315371 0.570396633 0.569244175
#> [49,] -1.10488890 -1.1114357253 -1.115736541 -1.118516628
#> [50,] -0.62642519 -0.6262544328 -0.626128146 -0.626040766
#> [51,] -2.04795966 -2.0733488343 -2.090032231 -2.100818054
#> [52,] 0.05794735 0.0479056752 0.041409088 0.037251536
#> [53,] 1.58250278 1.5903322280 1.595485744 1.598821243
#> [54,] -1.28040861 -1.2825311882 -1.283898479 -1.284771024
#> [55,] 1.54505775 1.5732859337 1.591615281 1.603373914
#> [56,] -0.59312884 -0.5908976487 -0.589426418 -0.588473439
#> [57,] -0.17365343 -0.1643536314 -0.158310989 -0.154433074
#> [58,] 0.45644835 0.4699547925 0.478741719 0.484386238
#> [59,] -0.45215557 -0.4517455821 -0.451478213 -0.451307070
#> [60,] -0.07915434 -0.1003717136 -0.114324889 -0.123350383
#> [61,] 0.01658165 0.0184026830 0.019648266 0.020474280
#> [62,] 0.90836475 0.9306720651 0.945323646 0.954793028
#> [63,] -0.10022592 -0.1059869925 -0.109761815 -0.112198261
#> [64,] 2.25130920 2.2745790663 2.289657766 2.299318281
#> [65,] 1.19790406 1.2157495820 1.227468887 1.235043139
#> [66,] 0.84930823 0.8672007062 0.878975016 0.886594481
#> [67,] -0.99156488 -1.0128310070 -1.026763026 -1.035752720
#> [68,] 0.52015128 0.5074139557 0.499063998 0.493674095
#> [69,] -0.42776919 -0.4097456746 -0.398065644 -0.390581799
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#> 8697.49002617783 13848.8637139387 22051.3073990304 35111.9173421513
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#> 55908.1018251222 89021.5085445039 141747.41629268 225701.971963392
#> [1,] -1.54824248 -1.54855868 -1.54875743 -1.54888231
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#> [22,] 2.87114522 2.87132632 2.87144018 2.87151173
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#> [43,] 1.22477427 1.22483159 1.22486762 1.22489027
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#> [45,] 1.71417756 1.71438333 1.71451269 1.71459398
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#> [64,] 2.31432740 2.31493947 2.31532416 2.31556588
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#> [79,] -1.18983142 -1.18982467 -1.18982040 -1.18981770
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#> 359381.366380463 572236.765935022 911162.756115487 1450828.77849594
#> [1,] -1.54896077 -1.54901005 -1.54904100 -1.54906044
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#> [10,] 0.61777920 0.61777894 0.61777879 0.61777869
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#> [12,] -0.26008844 -0.26005103 -0.26002754 -0.26001278
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#> [20,] -0.45209119 -0.45212027 -0.45213854 -0.45215001
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#> [22,] 2.87155669 2.87158493 2.87160267 2.87161381
#> [23,] -1.18271603 -1.18278394 -1.18282660 -1.18285339
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#> [30,] 0.37120663 0.37121086 0.37121352 0.37121518
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#> [32,] -1.26589089 -1.26588726 -1.26588499 -1.26588356
#> [33,] 1.26451425 1.26456004 1.26458880 1.26460687
#> [34,] 1.23482706 1.23487875 1.23491122 1.23493161
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#> [63,] -0.11636778 -0.11639215 -0.11640747 -0.11641708
#> [64,] 2.31571773 2.31581312 2.31587304 2.31591067
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#> [78,] 1.40288258 1.40297107 1.40302665 1.40306157
#> [79,] -1.18981600 -1.18981493 -1.18981425 -1.18981383
#> [80,] -0.41738978 -0.41739837 -0.41740376 -0.41740715
#> 2310129.70008316 3678379.77182862 5857020.81805667 9326033.46883218
#> [1,] -1.54907265 -1.54908032 -1.54908514 -1.54908816
#> [2,] -0.69890301 -0.69891109 -0.69891616 -0.69891934
#> [3,] 0.01159171 0.01158988 0.01158872 0.01158800
#> [4,] -0.16794461 -0.16794980 -0.16795305 -0.16795510
#> [5,] -0.01605996 -0.01606611 -0.01606997 -0.01607240
#> [6,] -1.07958754 -1.07958270 -1.07957965 -1.07957774
#> [7,] -1.74579426 -1.74580227 -1.74580730 -1.74581046
#> [8,] 0.06200100 0.06199482 0.06199094 0.06198850
#> [9,] 0.18904748 0.18904626 0.18904549 0.18904501
#> [10,] 0.61777863 0.61777859 0.61777856 0.61777855
#> [11,] 1.53789038 1.53788976 1.53788937 1.53788913
#> [12,] -0.26000351 -0.25999769 -0.25999404 -0.25999174
#> [13,] 0.83742988 0.83743033 0.83743061 0.83743078
#> [14,] -0.25785480 -0.25786590 -0.25787287 -0.25787725
#> [15,] -0.36186354 -0.36186115 -0.36185964 -0.36185870
#> [16,] -0.52753785 -0.52753542 -0.52753390 -0.52753294
#> [17,] -0.72914774 -0.72915237 -0.72915528 -0.72915711
#> [18,] 0.20570827 0.20571467 0.20571869 0.20572121
#> [19,] 0.34206884 0.34206169 0.34205720 0.34205438
#> [20,] -0.45215722 -0.45216174 -0.45216458 -0.45216637
#> [21,] -0.57463486 -0.57462727 -0.57462250 -0.57461950
#> [22,] 2.87162081 2.87162520 2.87162796 2.87162969
#> [23,] -1.18287022 -1.18288079 -1.18288743 -1.18289159
#> [24,] -0.48950398 -0.48951248 -0.48951782 -0.48952118
#> [25,] -0.77594299 -0.77595163 -0.77595705 -0.77596046
#> [26,] -0.61256176 -0.61257543 -0.61258402 -0.61258941
#> [27,] 0.52808366 0.52807791 0.52807429 0.52807202
#> [28,] 0.51190730 0.51191247 0.51191571 0.51191775
#> [29,] -0.82748822 -0.82749635 -0.82750146 -0.82750467
#> [30,] 0.37121623 0.37121689 0.37121730 0.37121756
#> [31,] 0.07637598 0.07638615 0.07639254 0.07639655
#> [32,] -1.26588266 -1.26588209 -1.26588174 -1.26588152
#> [33,] 1.26461821 1.26462534 1.26462982 1.26463263
#> [34,] 1.23494442 1.23495246 1.23495752 1.23496069
#> [35,] -0.28375307 -0.28375637 -0.28375844 -0.28375974
#> [36,] -0.62166107 -0.62166834 -0.62167290 -0.62167577
#> [37,] -1.66210470 -1.66210355 -1.66210282 -1.66210237
#> [38,] -0.96756547 -0.96757552 -0.96758184 -0.96758580
#> [39,] 1.21697643 1.21698976 1.21699812 1.21700338
#> [40,] -1.32220456 -1.32220723 -1.32220891 -1.32220997
#> [41,] -1.39509171 -1.39508429 -1.39507963 -1.39507670
#> [42,] 0.93398959 0.93399163 0.93399292 0.93399372
#> [43,] 1.22492480 1.22492620 1.22492707 1.22492762
#> [44,] -0.02711527 -0.02710932 -0.02710559 -0.02710325
#> [45,] 1.71471791 1.71472291 1.71472604 1.71472801
#> [46,] -0.05673467 -0.05674185 -0.05674636 -0.05674919
#> [47,] 1.08702634 1.08702535 1.08702472 1.08702433
#> [48,] 0.56730480 0.56730309 0.56730202 0.56730134
#> [49,] -1.12334422 -1.12334856 -1.12335129 -1.12335300
#> [50,] -0.62587863 -0.62587848 -0.62587838 -0.62587832
#> [51,] -2.11954978 -2.11956661 -2.11957719 -2.11958383
#> [52,] 0.03010964 0.03010326 0.03009926 0.03009675
#> [53,] 1.60462109 1.60462631 1.60462958 1.60463164
#> [54,] -1.28626538 -1.28626672 -1.28626755 -1.28626808
#> [55,] 1.62362690 1.62364501 1.62365638 1.62366353
#> [56,] -0.58681550 -0.58681401 -0.58681307 -0.58681249
#> [57,] -0.14775149 -0.14774552 -0.14774177 -0.14773941
#> [58,] 0.49412304 0.49413176 0.49413723 0.49414067
#> [59,] -0.45101438 -0.45101412 -0.45101395 -0.45101385
#> [60,] -0.13903395 -0.13904805 -0.13905691 -0.13906247
#> [61,] 0.02194765 0.02194899 0.02194984 0.02195037
#> [62,] 0.97123306 0.97124783 0.97125711 0.97126294
#> [63,] -0.11642312 -0.11642692 -0.11642930 -0.11643080
#> [64,] 2.31593430 2.31594914 2.31595847 2.31596432
#> [65,] 1.24819420 1.24820602 1.24821344 1.24821811
#> [66,] 0.89984122 0.89985314 0.89986062 0.89986532
#> [67,] -1.05133334 -1.05134733 -1.05135611 -1.05136163
#> [68,] 0.48432902 0.48432063 0.48431536 0.48431205
#> [69,] -0.37770762 -0.37769612 -0.37768889 -0.37768436
#> [70,] 1.44044088 1.44043874 1.44043740 1.44043655
#> [71,] 0.18538883 0.18540033 0.18540755 0.18541209
#> [72,] -0.23919157 -0.23919049 -0.23918981 -0.23918938
#> [73,] -0.53840395 -0.53839501 -0.53838940 -0.53838587
#> [74,] -1.33556716 -1.33557651 -1.33558238 -1.33558607
#> [75,] 1.60071004 1.60072328 1.60073160 1.60073682
#> [76,] -0.19053015 -0.19052972 -0.19052944 -0.19052927
#> [77,] 0.11626896 0.11625419 0.11624491 0.11623908
#> [78,] 1.40308349 1.40309727 1.40310591 1.40311135
#> [79,] -1.18981356 -1.18981340 -1.18981329 -1.18981323
#> [80,] -0.41740928 -0.41741062 -0.41741146 -0.41741198
#> 14849682.6225447 23644894.1264541 37649358.0679246 59948425.0318942
#> [1,] -1.54909006 -1.54909126 -1.54909201 -1.54909248
#> [2,] -0.69892134 -0.69892260 -0.69892339 -0.69892388
#> [3,] 0.01158755 0.01158726 0.01158708 0.01158697
#> [4,] -0.16795638 -0.16795719 -0.16795769 -0.16795801
#> [5,] -0.01607392 -0.01607488 -0.01607548 -0.01607586
#> [6,] -1.07957654 -1.07957578 -1.07957531 -1.07957501
#> [7,] -1.74581245 -1.74581369 -1.74581448 -1.74581497
#> [8,] 0.06198697 0.06198601 0.06198540 0.06198502
#> [9,] 0.18904471 0.18904452 0.18904440 0.18904432
#> [10,] 0.61777854 0.61777853 0.61777853 0.61777853
#> [11,] 1.53788897 1.53788887 1.53788881 1.53788878
#> [12,] -0.25999030 -0.25998939 -0.25998883 -0.25998847
#> [13,] 0.83743089 0.83743096 0.83743101 0.83743103
#> [14,] -0.25787999 -0.25788172 -0.25788280 -0.25788349
#> [15,] -0.36185810 -0.36185773 -0.36185750 -0.36185735
#> [16,] -0.52753234 -0.52753196 -0.52753172 -0.52753157
#> [17,] -0.72915826 -0.72915898 -0.72915943 -0.72915971
#> [18,] 0.20572280 0.20572379 0.20572442 0.20572481
#> [19,] 0.34205261 0.34205150 0.34205080 0.34205036
#> [20,] -0.45216749 -0.45216819 -0.45216863 -0.45216891
#> [21,] -0.57461762 -0.57461644 -0.57461570 -0.57461523
#> [22,] 2.87163078 2.87163147 2.87163190 2.87163217
#> [23,] -1.18289421 -1.18289586 -1.18289689 -1.18289754
#> [24,] -0.48952328 -0.48952461 -0.48952544 -0.48952596
#> [25,] -0.77596259 -0.77596394 -0.77596478 -0.77596531
#> [26,] -0.61259280 -0.61259493 -0.61259626 -0.61259710
#> [27,] 0.52807060 0.52806970 0.52806914 0.52806879
#> [28,] 0.51191903 0.51191983 0.51192034 0.51192066
#> [29,] -0.82750668 -0.82750795 -0.82750874 -0.82750924
#> [30,] 0.37121773 0.37121783 0.37121789 0.37121793
#> [31,] 0.07639907 0.07640066 0.07640165 0.07640227
#> [32,] -1.26588138 -1.26588129 -1.26588123 -1.26588120
#> [33,] 1.26463439 1.26463550 1.26463620 1.26463663
#> [34,] 1.23496268 1.23496393 1.23496472 1.23496521
#> [35,] -0.28376055 -0.28376107 -0.28376139 -0.28376159
#> [36,] -0.62167757 -0.62167870 -0.62167941 -0.62167985
#> [37,] -1.66210209 -1.66210191 -1.66210179 -1.66210172
#> [38,] -0.96758829 -0.96758986 -0.96759084 -0.96759145
#> [39,] 1.21700668 1.21700875 1.21701005 1.21701087
#> [40,] -1.32221063 -1.32221105 -1.32221131 -1.32221147
#> [41,] -1.39507486 -1.39507371 -1.39507299 -1.39507253
#> [42,] 0.93399423 0.93399455 0.93399475 0.93399487
#> [43,] 1.22492796 1.22492818 1.22492832 1.22492840
#> [44,] -0.02710178 -0.02710085 -0.02710027 -0.02709991
#> [45,] 1.71472925 1.71473003 1.71473052 1.71473082
#> [46,] -0.05675097 -0.05675209 -0.05675279 -0.05675323
#> [47,] 1.08702409 1.08702393 1.08702384 1.08702378
#> [48,] 0.56730092 0.56730065 0.56730049 0.56730038
#> [49,] -1.12335407 -1.12335475 -1.12335517 -1.12335544
#> [50,] -0.62587828 -0.62587826 -0.62587824 -0.62587824
#> [51,] -2.11958800 -2.11959062 -2.11959226 -2.11959330
#> [52,] 0.03009517 0.03009417 0.03009355 0.03009316
#> [53,] 1.60463293 1.60463374 1.60463425 1.60463457
#> [54,] -1.28626841 -1.28626861 -1.28626874 -1.28626883
#> [55,] 1.62366801 1.62367083 1.62367260 1.62367371
#> [56,] -0.58681212 -0.58681188 -0.58681174 -0.58681165
#> [57,] -0.14773793 -0.14773700 -0.14773642 -0.14773605
#> [58,] 0.49414283 0.49414418 0.49414503 0.49414557
#> [59,] -0.45101379 -0.45101375 -0.45101372 -0.45101370
#> [60,] -0.13906596 -0.13906816 -0.13906954 -0.13907040
#> [61,] 0.02195070 0.02195091 0.02195105 0.02195113
#> [62,] 0.97126660 0.97126889 0.97127034 0.97127124
#> [63,] -0.11643174 -0.11643233 -0.11643270 -0.11643293
#> [64,] 2.31596800 2.31597031 2.31597176 2.31597267
#> [65,] 1.24822103 1.24822287 1.24822403 1.24822475
#> [66,] 0.89986827 0.89987012 0.89987129 0.89987202
#> [67,] -1.05136510 -1.05136727 -1.05136864 -1.05136950
#> [68,] 0.48430997 0.48430866 0.48430784 0.48430733
#> [69,] -0.37768151 -0.37767972 -0.37767859 -0.37767789
#> [70,] 1.44043602 1.44043569 1.44043548 1.44043535
#> [71,] 0.18541494 0.18541673 0.18541785 0.18541856
#> [72,] -0.23918911 -0.23918895 -0.23918884 -0.23918877
#> [73,] -0.53838366 -0.53838227 -0.53838139 -0.53838084
#> [74,] -1.33558838 -1.33558984 -1.33559075 -1.33559132
#> [75,] 1.60074010 1.60074216 1.60074346 1.60074427
#> [76,] -0.19052916 -0.19052909 -0.19052905 -0.19052903
#> [77,] 0.11623542 0.11623312 0.11623168 0.11623077
#> [78,] 1.40311476 1.40311690 1.40311825 1.40311909
#> [79,] -1.18981319 -1.18981316 -1.18981314 -1.18981313
#> [80,] -0.41741231 -0.41741252 -0.41741265 -0.41741273
#> 95454845.6661833 151991108.295293 242012826.479438 385352859.371052
#> [1,] -1.54909277 -1.54909296 -1.54909308 -1.54909315
#> [2,] -0.69892420 -0.69892439 -0.69892451 -0.69892459
#> [3,] 0.01158690 0.01158685 0.01158682 0.01158681
#> [4,] -0.16795821 -0.16795834 -0.16795842 -0.16795847
#> [5,] -0.01607609 -0.01607624 -0.01607634 -0.01607639
#> [6,] -1.07957482 -1.07957471 -1.07957463 -1.07957459
#> [7,] -1.74581528 -1.74581547 -1.74581559 -1.74581567
#> [8,] 0.06198479 0.06198464 0.06198454 0.06198448
#> [9,] 0.18904428 0.18904425 0.18904423 0.18904422
#> [10,] 0.61777853 0.61777853 0.61777852 0.61777852
#> [11,] 1.53788875 1.53788874 1.53788873 1.53788872
#> [12,] -0.25998824 -0.25998810 -0.25998801 -0.25998796
#> [13,] 0.83743105 0.83743106 0.83743107 0.83743107
#> [14,] -0.25788391 -0.25788418 -0.25788435 -0.25788446
#> [15,] -0.36185726 -0.36185720 -0.36185716 -0.36185714
#> [16,] -0.52753148 -0.52753142 -0.52753138 -0.52753136
#> [17,] -0.72915989 -0.72916000 -0.72916007 -0.72916012
#> [18,] 0.20572506 0.20572521 0.20572531 0.20572537
#> [19,] 0.34205009 0.34204992 0.34204981 0.34204974
#> [20,] -0.45216909 -0.45216920 -0.45216927 -0.45216931
#> [21,] -0.57461494 -0.57461475 -0.57461464 -0.57461457
#> [22,] 2.87163233 2.87163244 2.87163251 2.87163255
#> [23,] -1.18289794 -1.18289820 -1.18289836 -1.18289846
#> [24,] -0.48952629 -0.48952649 -0.48952662 -0.48952670
#> [25,] -0.77596564 -0.77596585 -0.77596598 -0.77596607
#> [26,] -0.61259763 -0.61259796 -0.61259817 -0.61259830
#> [27,] 0.52806857 0.52806843 0.52806834 0.52806828
#> [28,] 0.51192085 0.51192098 0.51192106 0.51192111
#> [29,] -0.82750955 -0.82750975 -0.82750987 -0.82750995
#> [30,] 0.37121796 0.37121797 0.37121798 0.37121799
#> [31,] 0.07640267 0.07640291 0.07640307 0.07640316
#> [32,] -1.26588118 -1.26588116 -1.26588115 -1.26588115
#> [33,] 1.26463691 1.26463708 1.26463719 1.26463726
#> [34,] 1.23496552 1.23496572 1.23496584 1.23496592
#> [35,] -0.28376172 -0.28376180 -0.28376185 -0.28376188
#> [36,] -0.62168013 -0.62168031 -0.62168042 -0.62168049
#> [37,] -1.66210168 -1.66210165 -1.66210163 -1.66210162
#> [38,] -0.96759184 -0.96759209 -0.96759224 -0.96759233
#> [39,] 1.21701138 1.21701171 1.21701191 1.21701204
#> [40,] -1.32221158 -1.32221164 -1.32221168 -1.32221171
#> [41,] -1.39507224 -1.39507206 -1.39507195 -1.39507188
#> [42,] 0.93399495 0.93399500 0.93399503 0.93399505
#> [43,] 1.22492845 1.22492849 1.22492851 1.22492852
#> [44,] -0.02709968 -0.02709954 -0.02709945 -0.02709939
#> [45,] 1.71473101 1.71473114 1.71473121 1.71473126
#> [46,] -0.05675351 -0.05675368 -0.05675379 -0.05675386
#> [47,] 1.08702374 1.08702371 1.08702370 1.08702369
#> [48,] 0.56730032 0.56730027 0.56730025 0.56730023
#> [49,] -1.12335561 -1.12335571 -1.12335578 -1.12335582
#> [50,] -0.62587823 -0.62587823 -0.62587822 -0.62587822
#> [51,] -2.11959395 -2.11959435 -2.11959461 -2.11959477
#> [52,] 0.03009291 0.03009276 0.03009266 0.03009260
#> [53,] 1.60463478 1.60463490 1.60463498 1.60463503
#> [54,] -1.28626888 -1.28626891 -1.28626893 -1.28626894
#> [55,] 1.62367441 1.62367485 1.62367512 1.62367529
#> [56,] -0.58681159 -0.58681155 -0.58681153 -0.58681152
#> [57,] -0.14773582 -0.14773567 -0.14773558 -0.14773553
#> [58,] 0.49414590 0.49414611 0.49414625 0.49414633
#> [59,] -0.45101369 -0.45101369 -0.45101368 -0.45101368
#> [60,] -0.13907094 -0.13907129 -0.13907150 -0.13907163
#> [61,] 0.02195118 0.02195121 0.02195123 0.02195125
#> [62,] 0.97127181 0.97127217 0.97127240 0.97127254
#> [63,] -0.11643308 -0.11643317 -0.11643323 -0.11643326
#> [64,] 2.31597324 2.31597360 2.31597382 2.31597397
#> [65,] 1.24822521 1.24822549 1.24822567 1.24822579
#> [66,] 0.89987248 0.89987277 0.89987295 0.89987306
#> [67,] -1.05137003 -1.05137037 -1.05137059 -1.05137072
#> [68,] 0.48430701 0.48430680 0.48430668 0.48430660
#> [69,] -0.37767745 -0.37767717 -0.37767699 -0.37767688
#> [70,] 1.44043527 1.44043521 1.44043518 1.44043516
#> [71,] 0.18541900 0.18541928 0.18541945 0.18541956
#> [72,] -0.23918873 -0.23918871 -0.23918869 -0.23918868
#> [73,] -0.53838050 -0.53838028 -0.53838015 -0.53838006
#> [74,] -1.33559168 -1.33559191 -1.33559205 -1.33559214
#> [75,] 1.60074478 1.60074510 1.60074530 1.60074543
#> [76,] -0.19052901 -0.19052900 -0.19052899 -0.19052899
#> [77,] 0.11623020 0.11622985 0.11622962 0.11622948
#> [78,] 1.40311962 1.40311996 1.40312016 1.40312030
#> [79,] -1.18981313 -1.18981312 -1.18981312 -1.18981312
#> [80,] -0.41741279 -0.41741282 -0.41741284 -0.41741285
#> 613590727.341319 977009957.299225 1555676143.93047 2477076355.99171
#> [1,] -1.54909319 -1.54909322 -1.54909324 -1.54909325
#> [2,] -0.69892464 -0.69892467 -0.69892469 -0.69892470
#> [3,] 0.01158680 0.01158679 0.01158678 0.01158678
#> [4,] -0.16795850 -0.16795852 -0.16795853 -0.16795854
#> [5,] -0.01607643 -0.01607645 -0.01607647 -0.01607648
#> [6,] -1.07957456 -1.07957454 -1.07957453 -1.07957452
#> [7,] -1.74581572 -1.74581575 -1.74581577 -1.74581578
#> [8,] 0.06198445 0.06198442 0.06198441 0.06198440
#> [9,] 0.18904421 0.18904420 0.18904420 0.18904420
#> [10,] 0.61777852 0.61777852 0.61777852 0.61777852
#> [11,] 1.53788872 1.53788871 1.53788871 1.53788871
#> [12,] -0.25998792 -0.25998790 -0.25998789 -0.25998788
#> [13,] 0.83743108 0.83743108 0.83743108 0.83743108
#> [14,] -0.25788452 -0.25788456 -0.25788459 -0.25788461
#> [15,] -0.36185713 -0.36185712 -0.36185711 -0.36185711
#> [16,] -0.52753135 -0.52753134 -0.52753133 -0.52753133
#> [17,] -0.72916015 -0.72916016 -0.72916017 -0.72916018
#> [18,] 0.20572541 0.20572544 0.20572545 0.20572546
#> [19,] 0.34204970 0.34204967 0.34204965 0.34204964
#> [20,] -0.45216934 -0.45216935 -0.45216936 -0.45216937
#> [21,] -0.57461452 -0.57461449 -0.57461447 -0.57461446
#> [22,] 2.87163258 2.87163259 2.87163260 2.87163261
#> [23,] -1.18289853 -1.18289857 -1.18289859 -1.18289861
#> [24,] -0.48952675 -0.48952679 -0.48952681 -0.48952682
#> [25,] -0.77596612 -0.77596615 -0.77596617 -0.77596618
#> [26,] -0.61259838 -0.61259843 -0.61259847 -0.61259849
#> [27,] 0.52806825 0.52806823 0.52806821 0.52806821
#> [28,] 0.51192114 0.51192116 0.51192117 0.51192118
#> [29,] -0.82751000 -0.82751003 -0.82751005 -0.82751006
#> [30,] 0.37121800 0.37121800 0.37121800 0.37121800
#> [31,] 0.07640323 0.07640326 0.07640329 0.07640330
#> [32,] -1.26588115 -1.26588114 -1.26588114 -1.26588114
#> [33,] 1.26463730 1.26463733 1.26463734 1.26463735
#> [34,] 1.23496597 1.23496600 1.23496601 1.23496603
#> [35,] -0.28376190 -0.28376191 -0.28376192 -0.28376192
#> [36,] -0.62168053 -0.62168056 -0.62168058 -0.62168059
#> [37,] -1.66210162 -1.66210161 -1.66210161 -1.66210161
#> [38,] -0.96759239 -0.96759243 -0.96759246 -0.96759247
#> [39,] 1.21701212 1.21701217 1.21701220 1.21701222
#> [40,] -1.32221172 -1.32221173 -1.32221174 -1.32221174
#> [41,] -1.39507184 -1.39507181 -1.39507179 -1.39507178
#> [42,] 0.93399506 0.93399507 0.93399508 0.93399508
#> [43,] 1.22492853 1.22492854 1.22492854 1.22492854
#> [44,] -0.02709935 -0.02709933 -0.02709932 -0.02709931
#> [45,] 1.71473129 1.71473131 1.71473132 1.71473133
#> [46,] -0.05675390 -0.05675393 -0.05675395 -0.05675396
#> [47,] 1.08702368 1.08702368 1.08702368 1.08702368
#> [48,] 0.56730022 0.56730022 0.56730021 0.56730021
#> [49,] -1.12335585 -1.12335586 -1.12335587 -1.12335588
#> [50,] -0.62587822 -0.62587822 -0.62587822 -0.62587822
#> [51,] -2.11959487 -2.11959493 -2.11959497 -2.11959500
#> [52,] 0.03009256 0.03009254 0.03009253 0.03009252
#> [53,] 1.60463506 1.60463508 1.60463509 1.60463510
#> [54,] -1.28626895 -1.28626896 -1.28626896 -1.28626896
#> [55,] 1.62367540 1.62367547 1.62367551 1.62367554
#> [56,] -0.58681151 -0.58681150 -0.58681150 -0.58681150
#> [57,] -0.14773549 -0.14773547 -0.14773545 -0.14773545
#> [58,] 0.49414638 0.49414642 0.49414644 0.49414645
#> [59,] -0.45101368 -0.45101368 -0.45101368 -0.45101368
#> [60,] -0.13907172 -0.13907177 -0.13907181 -0.13907183
#> [61,] 0.02195125 0.02195126 0.02195126 0.02195126
#> [62,] 0.97127263 0.97127268 0.97127272 0.97127274
#> [63,] -0.11643329 -0.11643330 -0.11643331 -0.11643331
#> [64,] 2.31597405 2.31597411 2.31597415 2.31597417
#> [65,] 1.24822586 1.24822590 1.24822593 1.24822595
#> [66,] 0.89987313 0.89987318 0.89987321 0.89987322
#> [67,] -1.05137080 -1.05137086 -1.05137089 -1.05137091
#> [68,] 0.48430655 0.48430651 0.48430649 0.48430648
#> [69,] -0.37767681 -0.37767677 -0.37767674 -0.37767673
#> [70,] 1.44043515 1.44043514 1.44043514 1.44043513
#> [71,] 0.18541963 0.18541968 0.18541970 0.18541972
#> [72,] -0.23918867 -0.23918867 -0.23918867 -0.23918866
#> [73,] -0.53838001 -0.53837998 -0.53837995 -0.53837994
#> [74,] -1.33559220 -1.33559223 -1.33559226 -1.33559227
#> [75,] 1.60074551 1.60074556 1.60074559 1.60074561
#> [76,] -0.19052898 -0.19052898 -0.19052898 -0.19052898
#> [77,] 0.11622939 0.11622934 0.11622930 0.11622928
#> [78,] 1.40312038 1.40312043 1.40312046 1.40312048
#> [79,] -1.18981312 -1.18981312 -1.18981312 -1.18981312
#> [80,] -0.41741286 -0.41741286 -0.41741287 -0.41741287
#> 3944206059.43765 6280291441.83427 1e+10
#> [1,] -1.54909326 -1.54909326 -1.54909327
#> [2,] -0.69892471 -0.69892471 -0.69892472
#> [3,] 0.01158678 0.01158678 0.01158678
#> [4,] -0.16795854 -0.16795854 -0.16795855
#> [5,] -0.01607648 -0.01607649 -0.01607649
#> [6,] -1.07957452 -1.07957451 -1.07957451
#> [7,] -1.74581578 -1.74581579 -1.74581579
#> [8,] 0.06198439 0.06198439 0.06198439
#> [9,] 0.18904420 0.18904420 0.18904420
#> [10,] 0.61777852 0.61777852 0.61777852
#> [11,] 1.53788871 1.53788871 1.53788871
#> [12,] -0.25998787 -0.25998787 -0.25998787
#> [13,] 0.83743108 0.83743108 0.83743108
#> [14,] -0.25788462 -0.25788462 -0.25788463
#> [15,] -0.36185711 -0.36185710 -0.36185710
#> [16,] -0.52753133 -0.52753133 -0.52753132
#> [17,] -0.72916019 -0.72916019 -0.72916019
#> [18,] 0.20572547 0.20572547 0.20572547
#> [19,] 0.34204963 0.34204963 0.34204963
#> [20,] -0.45216937 -0.45216938 -0.45216938
#> [21,] -0.57461446 -0.57461445 -0.57461445
#> [22,] 2.87163261 2.87163262 2.87163262
#> [23,] -1.18289862 -1.18289862 -1.18289863
#> [24,] -0.48952683 -0.48952683 -0.48952684
#> [25,] -0.77596619 -0.77596620 -0.77596620
#> [26,] -0.61259850 -0.61259851 -0.61259851
#> [27,] 0.52806820 0.52806820 0.52806819
#> [28,] 0.51192118 0.51192119 0.51192119
#> [29,] -0.82751007 -0.82751007 -0.82751008
#> [30,] 0.37121800 0.37121800 0.37121800
#> [31,] 0.07640331 0.07640332 0.07640332
#> [32,] -1.26588114 -1.26588114 -1.26588114
#> [33,] 1.26463736 1.26463736 1.26463737
#> [34,] 1.23496603 1.23496604 1.23496604
#> [35,] -0.28376193 -0.28376193 -0.28376193
#> [36,] -0.62168059 -0.62168060 -0.62168060
#> [37,] -1.66210161 -1.66210160 -1.66210160
#> [38,] -0.96759248 -0.96759249 -0.96759249
#> [39,] 1.21701223 1.21701224 1.21701224
#> [40,] -1.32221175 -1.32221175 -1.32221175
#> [41,] -1.39507177 -1.39507177 -1.39507177
#> [42,] 0.93399508 0.93399508 0.93399508
#> [43,] 1.22492854 1.22492854 1.22492854
#> [44,] -0.02709930 -0.02709930 -0.02709930
#> [45,] 1.71473133 1.71473133 1.71473134
#> [46,] -0.05675396 -0.05675397 -0.05675397
#> [47,] 1.08702367 1.08702367 1.08702367
#> [48,] 0.56730021 0.56730021 0.56730021
#> [49,] -1.12335588 -1.12335589 -1.12335589
#> [50,] -0.62587822 -0.62587822 -0.62587822
#> [51,] -2.11959502 -2.11959502 -2.11959503
#> [52,] 0.03009251 0.03009251 0.03009250
#> [53,] 1.60463511 1.60463511 1.60463511
#> [54,] -1.28626896 -1.28626896 -1.28626896
#> [55,] 1.62367556 1.62367557 1.62367557
#> [56,] -0.58681150 -0.58681149 -0.58681149
#> [57,] -0.14773544 -0.14773544 -0.14773543
#> [58,] 0.49414646 0.49414646 0.49414647
#> [59,] -0.45101368 -0.45101368 -0.45101368
#> [60,] -0.13907184 -0.13907185 -0.13907185
#> [61,] 0.02195127 0.02195127 0.02195127
#> [62,] 0.97127275 0.97127276 0.97127277
#> [63,] -0.11643332 -0.11643332 -0.11643332
#> [64,] 2.31597418 2.31597419 2.31597420
#> [65,] 1.24822596 1.24822597 1.24822597
#> [66,] 0.89987323 0.89987324 0.89987325
#> [67,] -1.05137092 -1.05137093 -1.05137094
#> [68,] 0.48430647 0.48430647 0.48430647
#> [69,] -0.37767672 -0.37767671 -0.37767670
#> [70,] 1.44043513 1.44043513 1.44043513
#> [71,] 0.18541973 0.18541974 0.18541974
#> [72,] -0.23918866 -0.23918866 -0.23918866
#> [73,] -0.53837993 -0.53837993 -0.53837992
#> [74,] -1.33559228 -1.33559228 -1.33559229
#> [75,] 1.60074562 1.60074563 1.60074564
#> [76,] -0.19052898 -0.19052898 -0.19052898
#> [77,] 0.11622927 0.11622926 0.11622925
#> [78,] 1.40312050 1.40312050 1.40312051
#> [79,] -1.18981312 -1.18981312 -1.18981312
#> [80,] -0.41741287 -0.41741287 -0.41741287
#>
#> $GCV
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> 0.01140059 0.01140059 0.01140059
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> 0.01140059 0.01140059 0.01140059
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> 0.01140059 0.01140059 0.01140059
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> 0.01140059 0.01140059 0.01140059
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> 0.01140059 0.01140059 0.01140059
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> 0.01140059 0.01140059 0.01140059
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> 0.01140059 0.01140059 0.01140059
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> 0.01140059 0.01140059 0.01140059
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> 0.01140059 0.01140059 0.01140059
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> 0.01140059 0.01140059 0.01140058
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> 0.01140058 0.01140058 0.01140057
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> 0.01140057 0.01140055 0.01140053
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> 0.01140050 0.01140045 0.01140036
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> 0.01140023 0.01140002 0.01139968
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> 0.01139915 0.01139830 0.01139694
#> 0.123284673944206 0.196304065004027 0.312571584968824
#> 0.01139479 0.01139138 0.01138599
#> 0.497702356433211 0.792482898353919 1.26185688306602
#> 0.01137751 0.01136423 0.01134368
#> 2.00923300256505 3.19926713779738 5.09413801481639
#> 0.01131239 0.01126595 0.01119982
#> 8.11130830789686 12.9154966501488 20.5651230834865
#> 0.01111155 0.01100531 0.01089800
#> 32.7454916287773 52.1400828799967 83.0217568131974
#> 0.01082251 0.01082036 0.01092122
#> 132.194114846603 210.490414451202 335.160265093883
#> 0.01112154 0.01138278 0.01165281
#> 533.66992312063 849.753435908644 1353.04777457981
#> 0.01189109 0.01207913 0.01221644
#> 2154.43469003189 3430.46928631491 5462.27721768434
#> 0.01231155 0.01237516 0.01241675
#> 8697.49002617783 13848.8637139387 22051.3073990304
#> 0.01244354 0.01246063 0.01247148
#> 35111.9173421513 55908.1018251222 89021.5085445039
#> 0.01247834 0.01248266 0.01248538
#> 141747.41629268 225701.971963392 359381.366380463
#> 0.01248710 0.01248817 0.01248885
#> 572236.765935022 911162.756115487 1450828.77849594
#> 0.01248927 0.01248954 0.01248971
#> 2310129.70008316 3678379.77182862 5857020.81805667
#> 0.01248981 0.01248988 0.01248992
#> 9326033.46883218 14849682.6225447 23644894.1264541
#> 0.01248995 0.01248996 0.01248998
#> 37649358.0679246 59948425.0318942 95454845.6661833
#> 0.01248998 0.01248999 0.01248999
#> 151991108.295293 242012826.479438 385352859.371052
#> 0.01248999 0.01248999 0.01248999
#> 613590727.341319 977009957.299225 1555676143.93047
#> 0.01248999 0.01248999 0.01248999
#> 2477076355.99171 3944206059.43765 6280291441.83427
#> 0.01248999 0.01248999 0.01248999
#> 1e+10
#> 0.01248999
#>
#> $BIC
#> 1e-10 1.59228279334109e-10 2.53536449397012e-10
#> 23.85420 23.85420 23.85420
#> 4.03701725859655e-10 6.42807311728432e-10 1.02353102189903e-09
#> 23.85420 23.85420 23.85420
#> 1.62975083462065e-09 2.59502421139973e-09 4.13201240011533e-09
#> 23.85420 23.85420 23.85420
#> 6.57933224657568e-09 1.04761575278967e-08 1.66810053720006e-08
#> 23.85420 23.85420 23.85420
#> 2.65608778294668e-08 4.2292428743895e-08 6.73415065775083e-08
#> 23.85420 23.85420 23.85420
#> 1.07226722201032e-07 1.70735264747069e-07 2.71858824273294e-07
#> 23.85420 23.85420 23.85420
#> 4.32876128108306e-07 6.8926121043497e-07 1.09749876549306e-06
#> 23.85420 23.85420 23.85420
#> 1.74752840000768e-06 2.78255940220713e-06 4.43062145758388e-06
#> 23.85420 23.85420 23.85420
#> 7.05480231071865e-06 1.12332403297803e-05 1.78864952905743e-05
#> 23.85420 23.85420 23.85420
#> 2.8480358684358e-05 4.53487850812858e-05 7.22080901838546e-05
#> 23.85420 23.85420 23.85420
#> 0.000114975699539774 0.000183073828029537 0.000291505306282518
#> 23.85420 23.85420 23.85420
#> 0.000464158883361278 0.000739072203352578 0.001176811952435
#> 23.85420 23.85420 23.85420
#> 0.00187381742286038 0.00298364724028334 0.00475081016210279
#> 23.85420 23.85420 23.85420
#> 0.00756463327554629 0.0120450354025878 0.0191791026167248
#> 23.85420 23.85420 23.85420
#> 0.0305385550883341 0.0486260158006535 0.0774263682681128
#> 23.85420 23.85421 23.85423
#> 0.123284673944206 0.196304065004027 0.312571584968824
#> 23.85429 23.85442 23.85475
#> 0.497702356433211 0.792482898353919 1.26185688306602
#> 23.85560 23.85771 23.86298
#> 2.00923300256505 3.19926713779738 5.09413801481639
#> 23.87599 23.90760 23.98267
#> 8.11130830789686 12.9154966501488 20.5651230834865
#> 24.15469 24.52888 25.28512
#> 32.7454916287773 52.1400828799967 83.0217568131974
#> 26.66974 28.90874 32.04164
#> 132.194114846603 210.490414451202 335.160265093883
#> 35.79844 39.67618 43.18111
#> 533.66992312063 849.753435908644 1353.04777457981
#> 46.02459 48.15011 49.64844
#> 2154.43469003189 3430.46928631491 5462.27721768434
#> 50.66294 51.33167 51.76480
#> 8697.49002617783 13848.8637139387 22051.3073990304
#> 52.04220 52.21858 52.33022
#> 35111.9173421513 55908.1018251222 89021.5085445039
#> 52.40068 52.44506 52.47299
#> 141747.41629268 225701.971963392 359381.366380463
#> 52.49056 52.50160 52.50853
#> 572236.765935022 911162.756115487 1450828.77849594
#> 52.51289 52.51562 52.51734
#> 2310129.70008316 3678379.77182862 5857020.81805667
#> 52.51842 52.51910 52.51953
#> 9326033.46883218 14849682.6225447 23644894.1264541
#> 52.51979 52.51996 52.52007
#> 37649358.0679246 59948425.0318942 95454845.6661833
#> 52.52013 52.52018 52.52020
#> 151991108.295293 242012826.479438 385352859.371052
#> 52.52022 52.52023 52.52024
#> 613590727.341319 977009957.299225 1555676143.93047
#> 52.52024 52.52024 52.52024
#> 2477076355.99171 3944206059.43765 6280291441.83427
#> 52.52024 52.52025 52.52025
#> 1e+10
#> 52.52025
#>
#> $x
#> Time Series:
#> Start = 1
#> End = 80
#> Frequency = 1
#> Series 1 Series 2 Series 3 Series 4 Series 5 Series 6
#> 1 0.09015089 -0.15018052 -0.1370307332 0.42147510 0.29151525 1.47852876
#> 2 4.10918268 0.72840328 0.7202802421 0.83089095 2.47509246 2.66985957
#> 3 -0.06955277 1.45742422 0.1058709495 -0.91923252 1.84500418 0.96354445
#> 4 0.29989048 0.98304206 1.1367018463 -0.53426639 2.29399443 0.55906373
#> 5 0.80155553 0.45840564 0.2508345818 -0.11476122 1.29816114 1.73440889
#> 6 1.74362012 1.87581342 1.5181990767 2.59781164 0.59431751 0.42469054
#> 7 0.94984023 1.74083815 0.8076627857 0.36019492 0.86119242 1.07489755
#> 8 2.31314355 0.83518761 1.0288098118 2.56669055 0.77740727 1.05930184
#> 9 1.08601352 0.24903572 1.3585908857 -0.44915571 2.74715026 1.84826470
#> 10 0.37014863 -0.25336629 0.9710049654 0.20849604 0.91829533 3.57539659
#> 11 1.65507033 -0.03623626 2.1470420721 0.49551927 1.12414159 1.09425996
#> 12 1.01939355 0.97056143 1.3735889351 1.40182670 1.39223614 0.48005047
#> 13 1.69626996 0.72505622 1.3233392113 1.97139647 1.37841997 1.77442862
#> 14 3.00886989 1.48545147 0.1701806797 0.42033698 1.16617567 2.22828926
#> 15 0.94302172 1.91698203 2.3944625816 2.60417979 2.15338737 2.88060688
#> 16 1.24041550 0.01465608 0.8084564229 1.22597334 1.01474830 0.87475828
#> 17 0.97810983 -0.49118975 1.2722770209 0.48514288 1.02144084 0.24090523
#> 18 0.16919184 1.81959245 -0.0816590083 0.17621176 0.17364783 0.49069640
#> 19 2.40247432 2.01340453 -1.3293993614 1.33441525 1.04739913 0.84396033
#> 20 0.27613089 2.05360525 0.4503740414 0.90650924 0.70689263 1.13258244
#> 21 2.33058037 0.92857136 0.9274200090 1.30406208 2.20763218 0.02591598
#> 22 0.18866698 1.95244461 2.0322884037 0.52349247 1.03200138 -0.25094966
#> 23 2.79503611 0.61596248 1.2151385258 0.75868828 1.18039755 0.95366396
#> 24 1.68662633 0.58224001 0.5056598754 1.82415583 1.07716058 2.13738777
#> 25 1.08937800 0.52973183 2.5121382812 -0.55564397 1.55839534 2.26444989
#> 26 1.32454774 -0.69018029 0.4205367358 1.09350128 0.83314563 0.45125792
#> 27 1.07131812 0.05450234 2.6747896339 0.63305058 0.77201938 1.68239143
#> 28 1.23304838 0.65698804 -0.0009802585 0.87059120 1.24266606 0.07022664
#> 29 2.98637658 1.35846241 2.2227028352 1.40779552 0.07151703 0.02485131
#> 30 0.04832921 1.04818886 2.0771881661 0.41603105 2.51540668 0.97288292
#> 31 0.44135768 2.13017228 0.3880545405 0.80655011 0.18840118 1.44667189
#> 32 1.25581454 0.47236769 1.5068669683 0.73045333 2.31124741 0.67088775
#> 33 0.80192383 1.47957533 1.4600683731 1.07365823 1.81556680 1.11304908
#> 34 1.42878914 2.41752930 2.4843918615 1.35723614 1.12003267 2.05122939
#> 35 1.07077011 0.91990923 1.8819632260 1.55042842 1.88178985 1.32697740
#> 36 -0.53665380 0.60581300 0.4632977606 1.03840179 -0.79874312 1.78703744
#> 37 1.45398437 1.52525764 2.2855537065 -0.60957529 0.04294892 1.44155962
#> 38 1.87439857 0.20406490 1.5878485326 -0.04971011 0.52594139 -0.01930451
#> 39 -0.29773757 1.24509645 -0.3084820255 3.05203397 -0.86046128 0.84130167
#> 40 -0.07896524 0.22068016 1.3167263249 1.17643641 1.25369007 -0.63770129
#> 41 -0.13484994 1.59492387 2.1941583035 2.12830736 0.78559829 3.83926623
#> 42 1.02261431 2.10889090 1.9130571478 1.43500174 -1.37018145 1.96181916
#> 43 0.97853878 0.05703097 0.2132470073 1.54883349 1.00325808 1.50843200
#> 44 0.72122756 1.70034399 0.5890703003 1.64741830 1.66974557 1.25952319
#> 45 0.97579359 0.57532517 1.4763736818 1.87846345 1.22682084 0.22659587
#> 46 1.82502030 -0.14313760 1.1859158675 1.35079787 0.40813151 -0.80552753
#> 47 0.24981722 1.23344022 -0.3247162530 1.04987972 0.59458551 1.17838323
#> 48 1.53621047 0.81076342 2.1723710551 1.83574945 2.41422466 0.47422269
#> 49 -0.57271748 -0.66341126 1.2314927722 0.71827480 1.24162583 1.40018632
#> 50 0.01357258 2.91569077 1.4830719041 0.20832054 -0.43608748 0.87741241
#> 51 2.98351232 0.18310556 0.4646804198 1.00165373 0.68544726 0.92865497
#> 52 -0.85137844 1.38365049 2.3781358190 -0.18753013 0.51945719 3.09573436
#> 53 0.09021182 0.54136775 -0.3026716711 1.36241747 1.83625425 2.32208261
#> 54 -0.95144002 0.28429602 1.6348575353 0.45056468 0.94765071 2.20055900
#> 55 0.19972354 1.42954854 1.9996551613 1.69294984 1.95195762 0.21812543
#> 56 -0.86936160 -0.16985274 0.6622510472 0.93915608 2.49451280 0.55852355
#> 57 0.24942852 2.32208831 0.9139663930 -0.19354093 0.65578527 0.75397187
#> 58 0.40906161 2.36596464 -0.7188175835 0.88009194 1.64577541 1.36579219
#> 59 0.25790073 0.75027629 0.0708784276 0.29189205 -0.53450055 0.96586712
#> 60 1.69351208 0.57527865 1.8136760465 -0.61666397 1.59967251 1.29622700
#> 61 0.94053603 2.09843934 1.5264135457 1.49584782 0.49564111 0.77894023
#> 62 -0.86389510 1.67092304 2.0119573903 2.29975097 0.59309038 1.18770616
#> 63 -0.27450892 1.03095466 1.8313798093 -0.61598551 0.53906479 0.56193783
#> 64 -0.78177081 3.36851196 1.4151341447 -0.25036794 3.21490843 0.91126642
#> 65 0.49140661 3.58578811 0.3387429391 2.58213231 2.48696782 1.63425003
#> 66 -0.73687829 2.21228095 1.5488112863 2.25252912 0.64490114 1.86553824
#> 67 1.04048130 -0.25119684 0.4606322004 0.79060430 1.87620374 0.56940691
#> 68 0.87582054 1.40026604 0.8286815736 0.36096631 0.78530335 1.01303089
#> 69 0.38724657 1.93470763 0.2332653948 1.39890294 3.02079836 1.05124963
#> 70 1.16066248 0.52733015 0.3934251544 2.34197350 -0.83866156 1.53863815
#> 71 0.33764037 2.58301322 2.6473128210 0.96239258 1.17293716 1.51967261
#> 72 0.66514834 1.59775422 1.8410693481 1.54367011 0.23675496 -1.42291128
#> 73 1.62301159 1.46608459 1.3381750972 2.74021839 -0.11849291 0.19370975
#> 74 2.02819429 0.25563246 0.5951169242 0.67554406 2.19797746 0.51532001
#> 75 -0.13457824 1.95905526 1.9000090391 0.55248867 1.98119391 0.34692272
#> 76 1.91691105 1.15263708 2.1906666552 1.41608253 2.19174921 0.70623575
#> 77 2.21387479 0.23063130 0.9524609165 -0.29586537 1.63283357 0.72301100
#> 78 0.31406754 2.39308074 1.7869254248 1.68263309 1.53282595 1.13646959
#> 79 -0.09456819 1.91866877 2.1666841120 1.49691333 0.17987810 2.06720772
#> 80 1.36487410 2.01608706 0.7281761287 2.43966066 0.84067432 1.00182810
#> Series 7 Series 8 Series 9 Series 10
#> 1 2.00046921 0.28781792 0.83375382 1.84244375
#> 2 1.52799951 -0.36265667 1.12021853 2.26409418
#> 3 2.16360593 0.49930961 0.33826569 0.28965273
#> 4 1.17313701 2.43847286 0.46937743 0.64617038
#> 5 1.57791725 0.48836231 0.69858130 -0.08349099
#> 6 0.88399129 0.99803230 0.39769839 1.96685776
#> 7 1.90452114 2.78313450 0.68179192 0.51946922
#> 8 0.98341329 2.03138098 1.30819604 -0.04103618
#> 9 0.07770259 0.41929531 1.79865009 1.19962995
#> 10 -0.06011455 -0.59308498 2.75057447 2.71290679
#> 11 -0.78719964 0.51095746 1.26533026 1.55273636
#> 12 -0.06655178 0.24729987 1.31715464 0.13126419
#> 13 -0.12982917 1.66537880 0.85126362 1.09863716
#> 14 1.38726780 1.73566389 1.32221895 -0.83487472
#> 15 2.27026338 1.73079934 0.67579087 2.41119492
#> 16 -0.64611783 0.47127153 0.21664073 1.37983102
#> 17 0.87639593 -0.21231512 0.98191288 0.98432814
#> 18 0.02835935 0.38010097 0.83080126 -0.57458146
#> 19 2.06858736 1.78089750 0.83525700 0.64745722
#> 20 3.31625287 1.09622971 1.71362242 1.62181043
#> 21 -0.68287339 -0.56135026 1.23720904 1.41343327
#> 22 1.13587543 1.69837422 -1.32268642 0.90080473
#> 23 1.49843777 1.03819575 1.07904427 0.80397665
#> 24 2.33346297 1.23466066 0.57119365 1.62116236
#> 25 0.97704543 2.02132847 0.62728561 0.95250291
#> 26 0.80847676 2.47512357 0.95508139 -0.09567871
#> 27 0.55938511 0.95160161 2.40134303 1.59783572
#> 28 -0.94140598 0.40532774 0.69912789 0.18987199
#> 29 2.41570672 0.52599391 0.03424559 1.81911755
#> 30 1.59639966 0.67363872 2.68321848 2.10470063
#> 31 0.34707771 -0.18566168 0.22344942 2.41998840
#> 32 0.84585533 0.02271188 1.24730137 1.50181391
#> 33 0.55635434 0.31732257 0.03285304 -0.29236569
#> 34 0.48176622 0.96747231 -0.03785442 1.81758778
#> 35 1.20610706 2.48148112 -0.05359998 0.29912774
#> 36 2.63945367 1.02825460 0.79449256 0.63910243
#> 37 -0.56473471 0.31195409 2.30826655 0.31767825
#> 38 1.51158992 0.10526889 1.51372190 -0.13663536
#> 39 -0.53966137 0.46682941 -0.38535523 0.43577663
#> 40 1.36279556 1.58385837 -0.00123881 -0.34905562
#> 41 1.77073594 -0.26285999 1.30132568 0.34911989
#> 42 -0.28898622 1.89319710 1.43768205 -1.56959690
#> 43 0.28680563 0.10281649 0.34972485 1.33158034
#> 44 0.89761661 1.55461273 -1.41967894 1.50872867
#> 45 0.35238825 -0.16400329 1.27554607 0.50289441
#> 46 0.62674616 1.01865667 0.78265361 0.05561020
#> 47 1.08334721 1.32882120 1.42081028 -0.19445969
#> 48 1.91721627 0.70505369 1.51449255 2.35163231
#> 49 0.74104670 1.64159990 0.02387975 0.38611621
#> 50 1.67702573 1.92667781 1.82132277 0.33329832
#> 51 0.57989926 2.77212400 2.48745742 -0.29254753
#> 52 2.04720542 2.66209268 1.52952179 1.82272239
#> 53 -0.54657635 1.02792891 2.88518177 4.00809274
#> 54 -0.04600568 2.61549511 1.72341993 2.11924176
#> 55 -1.27266976 -0.34752241 0.88469426 -1.82179908
#> 56 0.68334806 1.19362683 1.78134967 2.61728753
#> 57 -0.47619064 1.42150530 2.80293717 1.51382026
#> 58 0.89961217 0.49986680 0.61331078 1.50278931
#> 59 0.25377739 -0.59442601 3.71554023 0.26470842
#> 60 1.20364588 2.41707609 2.24977062 -0.10851818
#> 61 1.49745036 2.05056411 -0.95674563 1.71705719
#> 62 -0.01428664 0.41556809 1.66675609 1.40585690
#> 63 2.14576035 0.47328513 0.46306769 -0.49918152
#> 64 0.78558123 0.87775928 2.12178686 -0.22357851
#> 65 2.67489934 0.41367172 2.39415872 2.42534798
#> 66 1.11636015 0.75213312 1.11220949 1.53548399
#> 67 2.42656559 1.80125715 1.26312335 0.52087590
#> 68 0.76033267 3.52510877 2.00675166 1.70875558
#> 69 -0.10547392 1.27003304 0.95379909 0.98905929
#> 70 1.32289773 0.11364297 0.34766935 -0.39260904
#> 71 1.02174680 0.23047615 0.02275085 1.62494754
#> 72 1.31762482 1.45405702 0.74006285 1.68071956
#> 73 0.03029916 0.29334275 -0.55323598 3.25114000
#> 74 2.43446772 0.05060454 0.95474719 -0.84212098
#> 75 0.01119515 -0.06640060 1.67735566 0.91106797
#> 76 1.39634960 0.11354881 1.53612501 0.34581417
#> 77 1.52005742 1.66859230 1.61687349 0.62891030
#> 78 1.71647258 -1.06756433 0.33856346 1.73214268
#> 79 0.93888419 2.69414641 2.33858671 1.15818293
#> 80 3.27437658 0.81022964 -0.11781788 2.00547316
#>
#> $y
#> [1] -1.70558168 -0.85541313 -0.14490163 -0.32444696 -0.17256490 -1.23606292
#> [7] -1.90230421 -0.09450402 0.03255579 0.46129012 1.38140030 -0.41647627
#> [13] 0.68094267 -0.41437304 -0.51834551 -0.68401973 -0.88564860 0.04923707
#> [19] 0.18556122 -0.60865779 -0.73110285 2.71514421 -1.33938704 -0.64601525
#> [25] -0.93245461 -0.76908693 0.37157978 0.35543278 -0.98399849 0.21472959
#> [31] -0.08008508 -1.42236955 1.10814896 1.07847764 -0.44025034 -0.77816901
#> [37] -1.81859001 -1.12408090 1.06052384 -1.47870016 -1.55156017 0.77750668
#> [43] 1.06844014 -0.18358770 1.55824293 -0.21324238 0.93053526 0.41081180
#> [49] -1.27984430 -0.78236663 -2.27608345 -0.12639591 1.44814671 -1.44275737
#> [55] 1.46718718 -0.74329990 -0.30422384 0.33765806 -0.60750209 -0.29556027
#> [61] -0.13453714 0.81478437 -0.27292173 2.15948580 1.09173757 0.74338485
#> [67] -1.20785935 0.32781805 -0.53416511 1.28394672 0.02893134 -0.39567707
#> [73] -0.69486833 -1.49208070 1.44425724 -0.34701739 -0.04025917 1.24663211
#> [79] -1.34630152 -0.57390128
#>
#> attr(,"class")
#> [1] "ridge"
#>
#> attr(,"class")
#> [1] "foreccomb_res" "comb_Ridge"